2020-06-15 21:50:21.344: INFO @api : Created output directory with name ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-15 21:50:21.344: INFO @api : Creating dataset 2020-06-15 21:50:22.385: WARNING @deprecation_wrapper: From /home/ala/emloop-tensorflow/emloop_tensorflow/utils/profiler.py:12: The name tf.Session is deprecated. Please use tf.compat.v1.Session instead. 2020-06-15 21:50:23.719: INFO @api : DetectionDatasetWrapper created 2020-06-15 21:50:23.719: INFO @api : Creating a model 2020-06-15 21:50:23.735: INFO @model : Creating TF model on 1 GPU devices 2020-06-15 21:50:23.736: WARNING @deprecation_wrapper: From /home/ala/emloop-tensorflow/emloop_tensorflow/model.py:417: The name tf.ConfigProto is deprecated. Please use tf.compat.v1.ConfigProto instead. 2020-06-15 21:50:24.042: WARNING @deprecation_wrapper: From /home/ala/emloop-tensorflow/emloop_tensorflow/model.py:142: The name tf.variable_scope is deprecated. Please use tf.compat.v1.variable_scope instead. 2020-06-15 21:50:24.043: WARNING @deprecation_wrapper: From /home/ala/emloop-tensorflow/emloop_tensorflow/model.py:142: The name tf.get_variable_scope is deprecated. Please use tf.compat.v1.get_variable_scope instead. 2020-06-15 21:50:24.043: WARNING @deprecation_wrapper: From /home/ala/emloop-tensorflow/emloop_tensorflow/model.py:142: The name tf.AUTO_REUSE is deprecated. Please use tf.compat.v1.AUTO_REUSE instead. 2020-06-15 21:50:24.413: WARNING @deprecation : From /home/ala/faces/models/ssd.py:103: conv2d (from tensorflow.python.layers.convolutional) is deprecated and will be removed in a future version. Instructions for updating: Use `tf.keras.layers.Conv2D` instead. 2020-06-15 21:50:24.414: WARNING @deprecation : From /usr/lib/python3.7/site-packages/tensorflow/python/ops/init_ops.py:1251: calling VarianceScaling.__init__ (from tensorflow.python.ops.init_ops) with dtype is deprecated and will be removed in a future version. Instructions for updating: Call initializer instance with the dtype argument instead of passing it to the constructor 2020-06-15 21:50:24.436: INFO @ssd : Output layer 0: [56, 75] 2020-06-15 21:50:24.472: INFO @ssd : Output layer 1: [28, 38] 2020-06-15 21:50:24.510: INFO @ssd : Output layer 2: [14, 19] 2020-06-15 21:50:24.551: INFO @ssd : Output layer 3: [7, 10] 2020-06-15 21:50:24.554: INFO @ssd : Saving feature map sizes `[[56, 75], [28, 38], [14, 19], [7, 10]]` to the config 2020-06-15 21:50:24.647: WARNING @deprecation : From /home/ala/faces/models/ssd.py:163: add_dispatch_support..wrapper (from tensorflow.python.ops.array_ops) is deprecated and will be removed in a future version. Instructions for updating: Use tf.where in 2.0, which has the same broadcast rule as np.where 2020-06-15 21:50:25.354: WARNING @deprecation_wrapper: From /home/ala/emloop-tensorflow/emloop_tensorflow/model.py:182: The name tf.train.Saver is deprecated. Please use tf.compat.v1.train.Saver instead. 2020-06-15 21:50:25.782: INFO @model : Number of parameters: 1135280 2020-06-15 21:50:25.783: INFO @api : SSDNetwork created 2020-06-15 21:50:25.783: INFO @api : Creating hooks 2020-06-15 21:50:25.787: INFO @api : PostprocessSSDPredictions created 2020-06-15 21:50:25.787: INFO @api : DecayLR created 2020-06-15 21:50:25.795: INFO @api : ComputeDetectionMetrics created 2020-06-15 21:50:25.795: INFO @api : ComputeStats created 2020-06-15 21:50:25.796: INFO @api : LogVariables created 2020-06-15 21:50:25.797: INFO @api : LogProfile created 2020-06-15 21:50:25.797: INFO @api : LogDir created 2020-06-15 21:50:25.798: WARNING @deprecation_wrapper: From /home/ala/emloop-tensorflow/emloop_tensorflow/hooks/write_tensorboard.py:78: The name tf.summary.FileWriter is deprecated. Please use tf.compat.v1.summary.FileWriter instead. 2020-06-15 21:50:25.798: INFO @api : WriteTensorBoard created 2020-06-15 21:50:25.799: INFO @api : ShowProgress created 2020-06-15 21:50:25.799: INFO @api : SaveBest created 2020-06-15 21:50:25.800: INFO @api : StopAfter created 2020-06-15 21:50:25.800: WARNING @api : TrainingTrace hook added between hooks. Add it to your config.yaml to suppress this warning. 2020-06-15 21:50:25.800: INFO @api : Creating main loop 2020-06-15 21:50:25.801: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-15 21:50:25.801: INFO @main_loop : Training epoch 1 2020-06-15 21:50:31.662: WARNING @main_loop : Some sources provided by the stream do not match model placeholders. Set `main_loop.on_unused_sources` to `ignore` in order to suppress this warning. Extra sources: ['filenames', 'box_classes', 'image_sizes'] 2020-06-15 21:50:33.655: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-15 21:50:33.657: ERROR @train_fn : Training failed 2020-06-15 21:50:33.657: ERROR @train_fn : Unable to read image 'data/train/bodies_addons/hats/03.jpg' Traceback (most recent call last): File "/home/ala/emloop/emloop/cli/train_fn.py", line 32, in train emloop_training.main_loop.run_training() File "/home/ala/emloop/emloop/main_loop.py", line 344, in run_training self._epoch_impl([self._train_stream_name], self._extra_streams) File "/home/ala/emloop/emloop/main_loop.py", line 298, in _epoch_impl self._run_epoch(stream=stream, train=True) File "/home/ala/emloop/emloop/main_loop.py", line 171, in _run_epoch for i, batch_input in enumerate(stream): File "/home/ala/emloop/emloop/datasets/stream_wrapper.py", line 270, in __next__ batch = get_batch_maybe_profile(event_name) File "/home/ala/emloop/emloop/datasets/stream_wrapper.py", line 266, in get_batch_maybe_profile return get_batch_maybe_buffer() File "/home/ala/emloop/emloop/datasets/stream_wrapper.py", line 254, in get_batch_maybe_buffer return self._next_batch() File "/home/ala/emloop/emloop/datasets/stream_wrapper.py", line 186, in _next_batch batch = next(self._get_stream()) RuntimeError: Unable to read image 'data/train/bodies_addons/hats/03.jpg' 2020-06-15 21:54:52.316: INFO @api : Created output directory with name ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-15 21:54:52.316: INFO @api : Creating dataset 2020-06-15 21:54:53.335: WARNING @deprecation_wrapper: From /home/ala/emloop-tensorflow/emloop_tensorflow/utils/profiler.py:12: The name tf.Session is deprecated. Please use tf.compat.v1.Session instead. 2020-06-15 21:54:54.605: INFO @api : DetectionDatasetWrapper created 2020-06-15 21:54:54.605: INFO @api : Creating a model 2020-06-15 21:54:54.620: INFO @model : Creating TF model on 1 GPU devices 2020-06-15 21:54:54.621: WARNING @deprecation_wrapper: From /home/ala/emloop-tensorflow/emloop_tensorflow/model.py:417: The name tf.ConfigProto is deprecated. Please use tf.compat.v1.ConfigProto instead. 2020-06-15 21:54:54.910: WARNING @deprecation_wrapper: From /home/ala/emloop-tensorflow/emloop_tensorflow/model.py:142: The name tf.variable_scope is deprecated. Please use tf.compat.v1.variable_scope instead. 2020-06-15 21:54:54.910: WARNING @deprecation_wrapper: From /home/ala/emloop-tensorflow/emloop_tensorflow/model.py:142: The name tf.get_variable_scope is deprecated. Please use tf.compat.v1.get_variable_scope instead. 2020-06-15 21:54:54.910: WARNING @deprecation_wrapper: From /home/ala/emloop-tensorflow/emloop_tensorflow/model.py:142: The name tf.AUTO_REUSE is deprecated. Please use tf.compat.v1.AUTO_REUSE instead. 2020-06-15 21:54:55.286: WARNING @deprecation : From /home/ala/faces/models/ssd.py:103: conv2d (from tensorflow.python.layers.convolutional) is deprecated and will be removed in a future version. Instructions for updating: Use `tf.keras.layers.Conv2D` instead. 2020-06-15 21:54:55.287: WARNING @deprecation : From /usr/lib/python3.7/site-packages/tensorflow/python/ops/init_ops.py:1251: calling VarianceScaling.__init__ (from tensorflow.python.ops.init_ops) with dtype is deprecated and will be removed in a future version. Instructions for updating: Call initializer instance with the dtype argument instead of passing it to the constructor 2020-06-15 21:54:55.309: INFO @ssd : Output layer 0: [56, 75] 2020-06-15 21:54:55.346: INFO @ssd : Output layer 1: [28, 38] 2020-06-15 21:54:55.383: INFO @ssd : Output layer 2: [14, 19] 2020-06-15 21:54:55.419: INFO @ssd : Output layer 3: [7, 10] 2020-06-15 21:54:55.423: INFO @ssd : Saving feature map sizes `[[56, 75], [28, 38], [14, 19], [7, 10]]` to the config 2020-06-15 21:54:55.510: WARNING @deprecation : From /home/ala/faces/models/ssd.py:163: add_dispatch_support..wrapper (from tensorflow.python.ops.array_ops) is deprecated and will be removed in a future version. Instructions for updating: Use tf.where in 2.0, which has the same broadcast rule as np.where 2020-06-15 21:54:56.209: WARNING @deprecation_wrapper: From /home/ala/emloop-tensorflow/emloop_tensorflow/model.py:182: The name tf.train.Saver is deprecated. Please use tf.compat.v1.train.Saver instead. 2020-06-15 21:54:56.632: INFO @model : Number of parameters: 1135280 2020-06-15 21:54:56.632: INFO @api : SSDNetwork created 2020-06-15 21:54:56.632: INFO @api : Creating hooks 2020-06-15 21:54:56.636: INFO @api : PostprocessSSDPredictions created 2020-06-15 21:54:56.637: INFO @api : DecayLR created 2020-06-15 21:54:56.645: INFO @api : ComputeDetectionMetrics created 2020-06-15 21:54:56.646: INFO @api : ComputeStats created 2020-06-15 21:54:56.646: INFO @api : LogVariables created 2020-06-15 21:54:56.647: INFO @api : LogProfile created 2020-06-15 21:54:56.648: INFO @api : LogDir created 2020-06-15 21:54:56.648: WARNING @deprecation_wrapper: From /home/ala/emloop-tensorflow/emloop_tensorflow/hooks/write_tensorboard.py:78: The name tf.summary.FileWriter is deprecated. Please use tf.compat.v1.summary.FileWriter instead. 2020-06-15 21:54:56.648: INFO @api : WriteTensorBoard created 2020-06-15 21:54:56.649: INFO @api : ShowProgress created 2020-06-15 21:54:56.650: INFO @api : SaveBest created 2020-06-15 21:54:56.651: INFO @api : StopAfter created 2020-06-15 21:54:56.651: WARNING @api : TrainingTrace hook added between hooks. Add it to your config.yaml to suppress this warning. 2020-06-15 21:54:56.651: INFO @api : Creating main loop 2020-06-15 21:54:56.651: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-15 21:54:56.652: INFO @main_loop : Training epoch 1 2020-06-15 21:55:02.483: WARNING @main_loop : Some sources provided by the stream do not match model placeholders. Set `main_loop.on_unused_sources` to `ignore` in order to suppress this warning. Extra sources: ['filenames', 'box_classes', 'image_sizes'] 2020-06-15 21:55:24.558: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-15 21:55:24.560: ERROR @train_fn : Training failed 2020-06-15 21:55:24.560: ERROR @train_fn : Unable to read image 'data/train/devices/dev_4029/2020-06-15_17-14-03.png' Traceback (most recent call last): File "/home/ala/emloop/emloop/cli/train_fn.py", line 32, in train emloop_training.main_loop.run_training() File "/home/ala/emloop/emloop/main_loop.py", line 344, in run_training self._epoch_impl([self._train_stream_name], self._extra_streams) File "/home/ala/emloop/emloop/main_loop.py", line 298, in _epoch_impl self._run_epoch(stream=stream, train=True) File "/home/ala/emloop/emloop/main_loop.py", line 171, in _run_epoch for i, batch_input in enumerate(stream): File "/home/ala/emloop/emloop/datasets/stream_wrapper.py", line 270, in __next__ batch = get_batch_maybe_profile(event_name) File "/home/ala/emloop/emloop/datasets/stream_wrapper.py", line 266, in get_batch_maybe_profile return get_batch_maybe_buffer() File "/home/ala/emloop/emloop/datasets/stream_wrapper.py", line 254, in get_batch_maybe_buffer return self._next_batch() File "/home/ala/emloop/emloop/datasets/stream_wrapper.py", line 186, in _next_batch batch = next(self._get_stream()) RuntimeError: Unable to read image 'data/train/devices/dev_4029/2020-06-15_17-14-03.png' 2020-06-15 21:56:17.257: INFO @api : Created output directory with name ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-15 21:56:17.257: INFO @api : Creating dataset 2020-06-15 21:56:18.337: WARNING @deprecation_wrapper: From /home/ala/emloop-tensorflow/emloop_tensorflow/utils/profiler.py:12: The name tf.Session is deprecated. Please use tf.compat.v1.Session instead. 2020-06-15 21:56:19.624: INFO @api : DetectionDatasetWrapper created 2020-06-15 21:56:19.624: INFO @api : Creating a model 2020-06-15 21:56:19.639: INFO @model : Creating TF model on 1 GPU devices 2020-06-15 21:56:19.640: WARNING @deprecation_wrapper: From /home/ala/emloop-tensorflow/emloop_tensorflow/model.py:417: The name tf.ConfigProto is deprecated. Please use tf.compat.v1.ConfigProto instead. 2020-06-15 21:56:19.930: WARNING @deprecation_wrapper: From /home/ala/emloop-tensorflow/emloop_tensorflow/model.py:142: The name tf.variable_scope is deprecated. Please use tf.compat.v1.variable_scope instead. 2020-06-15 21:56:19.930: WARNING @deprecation_wrapper: From /home/ala/emloop-tensorflow/emloop_tensorflow/model.py:142: The name tf.get_variable_scope is deprecated. Please use tf.compat.v1.get_variable_scope instead. 2020-06-15 21:56:19.930: WARNING @deprecation_wrapper: From /home/ala/emloop-tensorflow/emloop_tensorflow/model.py:142: The name tf.AUTO_REUSE is deprecated. Please use tf.compat.v1.AUTO_REUSE instead. 2020-06-15 21:56:20.316: WARNING @deprecation : From /home/ala/faces/models/ssd.py:103: conv2d (from tensorflow.python.layers.convolutional) is deprecated and will be removed in a future version. Instructions for updating: Use `tf.keras.layers.Conv2D` instead. 2020-06-15 21:56:20.317: WARNING @deprecation : From /usr/lib/python3.7/site-packages/tensorflow/python/ops/init_ops.py:1251: calling VarianceScaling.__init__ (from tensorflow.python.ops.init_ops) with dtype is deprecated and will be removed in a future version. Instructions for updating: Call initializer instance with the dtype argument instead of passing it to the constructor 2020-06-15 21:56:20.339: INFO @ssd : Output layer 0: [56, 75] 2020-06-15 21:56:20.375: INFO @ssd : Output layer 1: [28, 38] 2020-06-15 21:56:20.410: INFO @ssd : Output layer 2: [14, 19] 2020-06-15 21:56:20.447: INFO @ssd : Output layer 3: [7, 10] 2020-06-15 21:56:20.450: INFO @ssd : Saving feature map sizes `[[56, 75], [28, 38], [14, 19], [7, 10]]` to the config 2020-06-15 21:56:20.535: WARNING @deprecation : From /home/ala/faces/models/ssd.py:163: add_dispatch_support..wrapper (from tensorflow.python.ops.array_ops) is deprecated and will be removed in a future version. Instructions for updating: Use tf.where in 2.0, which has the same broadcast rule as np.where 2020-06-15 21:56:21.224: WARNING @deprecation_wrapper: From /home/ala/emloop-tensorflow/emloop_tensorflow/model.py:182: The name tf.train.Saver is deprecated. Please use tf.compat.v1.train.Saver instead. 2020-06-15 21:56:21.652: INFO @model : Number of parameters: 1135280 2020-06-15 21:56:21.652: INFO @api : SSDNetwork created 2020-06-15 21:56:21.652: INFO @api : Creating hooks 2020-06-15 21:56:21.656: INFO @api : PostprocessSSDPredictions created 2020-06-15 21:56:21.657: INFO @api : DecayLR created 2020-06-15 21:56:21.664: INFO @api : ComputeDetectionMetrics created 2020-06-15 21:56:21.665: INFO @api : ComputeStats created 2020-06-15 21:56:21.666: INFO @api : LogVariables created 2020-06-15 21:56:21.667: INFO @api : LogProfile created 2020-06-15 21:56:21.667: INFO @api : LogDir created 2020-06-15 21:56:21.668: WARNING @deprecation_wrapper: From /home/ala/emloop-tensorflow/emloop_tensorflow/hooks/write_tensorboard.py:78: The name tf.summary.FileWriter is deprecated. Please use tf.compat.v1.summary.FileWriter instead. 2020-06-15 21:56:21.668: INFO @api : WriteTensorBoard created 2020-06-15 21:56:21.669: INFO @api : ShowProgress created 2020-06-15 21:56:21.669: INFO @api : SaveBest created 2020-06-15 21:56:21.670: INFO @api : StopAfter created 2020-06-15 21:56:21.670: WARNING @api : TrainingTrace hook added between hooks. Add it to your config.yaml to suppress this warning. 2020-06-15 21:56:21.670: INFO @api : Creating main loop 2020-06-15 21:56:21.671: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-15 21:56:21.672: INFO @main_loop : Training epoch 1 2020-06-15 21:56:27.596: WARNING @main_loop : Some sources provided by the stream do not match model placeholders. Set `main_loop.on_unused_sources` to `ignore` in order to suppress this warning. Extra sources: ['filenames', 'box_classes', 'image_sizes'] 2020-06-15 22:03:19.644: INFO @decay_lr : LR updated to `9.95e-05` 2020-06-15 22:03:19.660: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-15 22:03:19.660: INFO @log_variables: plain_train box_recall mean: nan 2020-06-15 22:03:19.660: INFO @log_variables: plain_train box_precision mean: nan 2020-06-15 22:03:19.660: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-15 22:03:19.660: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-15 22:03:19.660: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-15 22:03:19.660: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-15 22:03:19.660: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-15 22:03:19.660: INFO @log_variables: plain_train face_fp mean: nan 2020-06-15 22:03:19.660: INFO @log_variables: plain_train face_fn mean: nan 2020-06-15 22:03:19.660: INFO @log_variables: plain_train body_fp mean: nan 2020-06-15 22:03:19.660: INFO @log_variables: plain_train body_fn mean: nan 2020-06-15 22:03:19.660: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-15 22:03:19.661: INFO @log_variables: plain_train loss mean: 3.221182 2020-06-15 22:03:19.661: INFO @log_variables: plain_train localisation_loss mean: 2.513262 2020-06-15 22:03:19.661: INFO @log_variables: plain_train classification_loss mean: 1.713224 2020-06-15 22:03:19.661: INFO @log_variables: valid box_f1 mean: 0.573237 2020-06-15 22:03:19.661: INFO @log_variables: valid box_recall mean: 0.523066 2020-06-15 22:03:19.661: INFO @log_variables: valid box_precision mean: 0.694812 2020-06-15 22:03:19.661: INFO @log_variables: valid face_box_f1 mean: 0.279408 2020-06-15 22:03:19.661: INFO @log_variables: valid body_box_f1 mean: 0.614873 2020-06-15 22:03:19.661: INFO @log_variables: valid face_box_recall mean: 0.267895 2020-06-15 22:03:19.661: INFO @log_variables: valid body_box_recall mean: 0.568608 2020-06-15 22:03:19.661: INFO @log_variables: valid face_box_precision mean: 0.334575 2020-06-15 22:03:19.661: INFO @log_variables: valid face_fp mean: 0.631398 2020-06-15 22:03:19.661: INFO @log_variables: valid face_fn mean: 1.585630 2020-06-15 22:03:19.661: INFO @log_variables: valid body_fp mean: 1.155512 2020-06-15 22:03:19.661: INFO @log_variables: valid body_fn mean: 2.980807 2020-06-15 22:03:19.661: INFO @log_variables: valid body_box_precision mean: 0.731128 2020-06-15 22:03:19.661: INFO @log_variables: valid loss mean: 2.626298 2020-06-15 22:03:19.661: INFO @log_variables: valid localisation_loss mean: 2.122010 2020-06-15 22:03:19.661: INFO @log_variables: valid classification_loss mean: 1.353092 2020-06-15 22:03:19.661: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-15 22:03:19.662: WARNING @deprecation_wrapper: From /home/ala/emloop-tensorflow/emloop_tensorflow/model.py:303: The name tf.train.write_graph is deprecated. Please use tf.io.write_graph instead. 2020-06-15 22:03:19.877: INFO @save : Model saved to: ./log/DetectionBodyFace-overheadAll-headCovered/model_best.ckpt 2020-06-15 22:03:19.888: INFO @log_profile : T plain_train: 352.758279 2020-06-15 22:03:19.888: INFO @log_profile : T valid: 20.313779 2020-06-15 22:03:19.888: INFO @log_profile : T read data: 17.290370 2020-06-15 22:03:19.888: INFO @log_profile : T hooks: 25.813735 2020-06-15 22:03:19.888: INFO @main_loop : Epoch 1 done 2020-06-15 22:03:19.888: INFO @main_loop : Training epoch 2 2020-06-15 22:10:01.900: INFO @decay_lr : LR updated to `9.90025e-05` 2020-06-15 22:10:01.915: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-15 22:10:01.916: INFO @log_variables: plain_train box_recall mean: nan 2020-06-15 22:10:01.916: INFO @log_variables: plain_train box_precision mean: nan 2020-06-15 22:10:01.916: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-15 22:10:01.916: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-15 22:10:01.916: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-15 22:10:01.916: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-15 22:10:01.916: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-15 22:10:01.916: INFO @log_variables: plain_train face_fp mean: nan 2020-06-15 22:10:01.916: INFO @log_variables: plain_train face_fn mean: nan 2020-06-15 22:10:01.916: INFO @log_variables: plain_train body_fp mean: nan 2020-06-15 22:10:01.916: INFO @log_variables: plain_train body_fn mean: nan 2020-06-15 22:10:01.916: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-15 22:10:01.916: INFO @log_variables: plain_train loss mean: 2.448185 2020-06-15 22:10:01.916: INFO @log_variables: plain_train localisation_loss mean: 1.895391 2020-06-15 22:10:01.916: INFO @log_variables: plain_train classification_loss mean: 1.310951 2020-06-15 22:10:01.916: INFO @log_variables: valid box_f1 mean: 0.665193 2020-06-15 22:10:01.916: INFO @log_variables: valid box_recall mean: 0.637705 2020-06-15 22:10:01.916: INFO @log_variables: valid box_precision mean: 0.739759 2020-06-15 22:10:01.916: INFO @log_variables: valid face_box_f1 mean: 0.355432 2020-06-15 22:10:01.916: INFO @log_variables: valid body_box_f1 mean: 0.720072 2020-06-15 22:10:01.917: INFO @log_variables: valid face_box_recall mean: 0.368880 2020-06-15 22:10:01.917: INFO @log_variables: valid body_box_recall mean: 0.680096 2020-06-15 22:10:01.917: INFO @log_variables: valid face_box_precision mean: 0.378723 2020-06-15 22:10:01.917: INFO @log_variables: valid face_fp mean: 0.942175 2020-06-15 22:10:01.917: INFO @log_variables: valid face_fn mean: 1.264518 2020-06-15 22:10:01.917: INFO @log_variables: valid body_fp mean: 0.908711 2020-06-15 22:10:01.917: INFO @log_variables: valid body_fn mean: 2.369833 2020-06-15 22:10:01.917: INFO @log_variables: valid body_box_precision mean: 0.814619 2020-06-15 22:10:01.917: INFO @log_variables: valid loss mean: 2.194628 2020-06-15 22:10:01.917: INFO @log_variables: valid localisation_loss mean: 1.777461 2020-06-15 22:10:01.917: INFO @log_variables: valid classification_loss mean: 1.128151 2020-06-15 22:10:01.917: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-15 22:10:02.060: INFO @save : Model saved to: ./log/DetectionBodyFace-overheadAll-headCovered/model_best.ckpt 2020-06-15 22:10:02.071: INFO @log_profile : T plain_train: 343.158244 2020-06-15 22:10:02.071: INFO @log_profile : T valid: 19.980488 2020-06-15 22:10:02.071: INFO @log_profile : T read data: 10.967541 2020-06-15 22:10:02.071: INFO @log_profile : T hooks: 26.052048 2020-06-15 22:10:02.071: INFO @main_loop : Epoch 2 done 2020-06-15 22:10:02.071: INFO @main_loop : Training epoch 3 2020-06-15 22:16:47.474: INFO @decay_lr : LR updated to `9.850749e-05` 2020-06-15 22:16:47.489: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-15 22:16:47.489: INFO @log_variables: plain_train box_recall mean: nan 2020-06-15 22:16:47.489: INFO @log_variables: plain_train box_precision mean: nan 2020-06-15 22:16:47.489: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-15 22:16:47.489: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-15 22:16:47.489: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-15 22:16:47.489: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-15 22:16:47.489: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-15 22:16:47.489: INFO @log_variables: plain_train face_fp mean: nan 2020-06-15 22:16:47.490: INFO @log_variables: plain_train face_fn mean: nan 2020-06-15 22:16:47.490: INFO @log_variables: plain_train body_fp mean: nan 2020-06-15 22:16:47.490: INFO @log_variables: plain_train body_fn mean: nan 2020-06-15 22:16:47.490: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-15 22:16:47.490: INFO @log_variables: plain_train loss mean: 2.221091 2020-06-15 22:16:47.490: INFO @log_variables: plain_train localisation_loss mean: 1.729285 2020-06-15 22:16:47.490: INFO @log_variables: plain_train classification_loss mean: 1.183520 2020-06-15 22:16:47.490: INFO @log_variables: valid box_f1 mean: 0.687858 2020-06-15 22:16:47.490: INFO @log_variables: valid box_recall mean: 0.712869 2020-06-15 22:16:47.490: INFO @log_variables: valid box_precision mean: 0.696785 2020-06-15 22:16:47.490: INFO @log_variables: valid face_box_f1 mean: 0.380907 2020-06-15 22:16:47.490: INFO @log_variables: valid body_box_f1 mean: 0.740135 2020-06-15 22:16:47.490: INFO @log_variables: valid face_box_recall mean: 0.408122 2020-06-15 22:16:47.490: INFO @log_variables: valid body_box_recall mean: 0.760465 2020-06-15 22:16:47.490: INFO @log_variables: valid face_box_precision mean: 0.389213 2020-06-15 22:16:47.490: INFO @log_variables: valid face_fp mean: 1.092028 2020-06-15 22:16:47.490: INFO @log_variables: valid face_fn mean: 1.139272 2020-06-15 22:16:47.490: INFO @log_variables: valid body_fp mean: 1.597687 2020-06-15 22:16:47.490: INFO @log_variables: valid body_fn mean: 1.754429 2020-06-15 22:16:47.491: INFO @log_variables: valid body_box_precision mean: 0.757052 2020-06-15 22:16:47.491: INFO @log_variables: valid loss mean: 2.020291 2020-06-15 22:16:47.491: INFO @log_variables: valid localisation_loss mean: 1.635084 2020-06-15 22:16:47.491: INFO @log_variables: valid classification_loss mean: 1.039240 2020-06-15 22:16:47.491: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-15 22:16:47.633: INFO @save : Model saved to: ./log/DetectionBodyFace-overheadAll-headCovered/model_best.ckpt 2020-06-15 22:16:47.643: INFO @log_profile : T plain_train: 343.880802 2020-06-15 22:16:47.644: INFO @log_profile : T valid: 20.294420 2020-06-15 22:16:47.644: INFO @log_profile : T read data: 11.182385 2020-06-15 22:16:47.644: INFO @log_profile : T hooks: 28.182089 2020-06-15 22:16:47.644: INFO @main_loop : Epoch 3 done 2020-06-15 22:16:47.644: INFO @main_loop : Training epoch 4 2020-06-15 22:23:31.997: INFO @decay_lr : LR updated to `9.801495e-05` 2020-06-15 22:23:32.012: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-15 22:23:32.012: INFO @log_variables: plain_train box_recall mean: nan 2020-06-15 22:23:32.012: INFO @log_variables: plain_train box_precision mean: nan 2020-06-15 22:23:32.012: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-15 22:23:32.012: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-15 22:23:32.013: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-15 22:23:32.013: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-15 22:23:32.013: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-15 22:23:32.013: INFO @log_variables: plain_train face_fp mean: nan 2020-06-15 22:23:32.013: INFO @log_variables: plain_train face_fn mean: nan 2020-06-15 22:23:32.013: INFO @log_variables: plain_train body_fp mean: nan 2020-06-15 22:23:32.013: INFO @log_variables: plain_train body_fn mean: nan 2020-06-15 22:23:32.013: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-15 22:23:32.013: INFO @log_variables: plain_train loss mean: 2.088484 2020-06-15 22:23:32.013: INFO @log_variables: plain_train localisation_loss mean: 1.631256 2020-06-15 22:23:32.013: INFO @log_variables: plain_train classification_loss mean: 1.109730 2020-06-15 22:23:32.013: INFO @log_variables: valid box_f1 mean: 0.699034 2020-06-15 22:23:32.013: INFO @log_variables: valid box_recall mean: 0.735968 2020-06-15 22:23:32.013: INFO @log_variables: valid box_precision mean: 0.697570 2020-06-15 22:23:32.013: INFO @log_variables: valid face_box_f1 mean: 0.397676 2020-06-15 22:23:32.013: INFO @log_variables: valid body_box_f1 mean: 0.752605 2020-06-15 22:23:32.013: INFO @log_variables: valid face_box_recall mean: 0.439748 2020-06-15 22:23:32.013: INFO @log_variables: valid body_box_recall mean: 0.778790 2020-06-15 22:23:32.013: INFO @log_variables: valid face_box_precision mean: 0.395114 2020-06-15 22:23:32.014: INFO @log_variables: valid face_fp mean: 1.218504 2020-06-15 22:23:32.014: INFO @log_variables: valid face_fn mean: 1.047490 2020-06-15 22:23:32.014: INFO @log_variables: valid body_fp mean: 1.624262 2020-06-15 22:23:32.014: INFO @log_variables: valid body_fn mean: 1.616634 2020-06-15 22:23:32.014: INFO @log_variables: valid body_box_precision mean: 0.762974 2020-06-15 22:23:32.014: INFO @log_variables: valid loss mean: 1.919847 2020-06-15 22:23:32.014: INFO @log_variables: valid localisation_loss mean: 1.545087 2020-06-15 22:23:32.014: INFO @log_variables: valid classification_loss mean: 0.992795 2020-06-15 22:23:32.014: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-15 22:23:32.154: INFO @save : Model saved to: ./log/DetectionBodyFace-overheadAll-headCovered/model_best.ckpt 2020-06-15 22:23:32.166: INFO @log_profile : T plain_train: 343.393904 2020-06-15 22:23:32.166: INFO @log_profile : T valid: 20.067412 2020-06-15 22:23:32.166: INFO @log_profile : T read data: 10.911426 2020-06-15 22:23:32.166: INFO @log_profile : T hooks: 28.120590 2020-06-15 22:23:32.166: INFO @main_loop : Epoch 4 done 2020-06-15 22:23:32.166: INFO @main_loop : Training epoch 5 2020-06-15 22:30:17.218: INFO @decay_lr : LR updated to `9.752488e-05` 2020-06-15 22:30:17.234: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-15 22:30:17.234: INFO @log_variables: plain_train box_recall mean: nan 2020-06-15 22:30:17.234: INFO @log_variables: plain_train box_precision mean: nan 2020-06-15 22:30:17.234: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-15 22:30:17.234: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-15 22:30:17.234: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-15 22:30:17.234: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-15 22:30:17.234: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-15 22:30:17.234: INFO @log_variables: plain_train face_fp mean: nan 2020-06-15 22:30:17.234: INFO @log_variables: plain_train face_fn mean: nan 2020-06-15 22:30:17.235: INFO @log_variables: plain_train body_fp mean: nan 2020-06-15 22:30:17.235: INFO @log_variables: plain_train body_fn mean: nan 2020-06-15 22:30:17.235: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-15 22:30:17.235: INFO @log_variables: plain_train loss mean: 2.002907 2020-06-15 22:30:17.235: INFO @log_variables: plain_train localisation_loss mean: 1.568804 2020-06-15 22:30:17.235: INFO @log_variables: plain_train classification_loss mean: 1.061625 2020-06-15 22:30:17.235: INFO @log_variables: valid box_f1 mean: 0.705481 2020-06-15 22:30:17.235: INFO @log_variables: valid box_recall mean: 0.741906 2020-06-15 22:30:17.235: INFO @log_variables: valid box_precision mean: 0.703186 2020-06-15 22:30:17.235: INFO @log_variables: valid face_box_f1 mean: 0.402217 2020-06-15 22:30:17.235: INFO @log_variables: valid body_box_f1 mean: 0.768681 2020-06-15 22:30:17.235: INFO @log_variables: valid face_box_recall mean: 0.461497 2020-06-15 22:30:17.235: INFO @log_variables: valid body_box_recall mean: 0.782076 2020-06-15 22:30:17.235: INFO @log_variables: valid face_box_precision mean: 0.385695 2020-06-15 22:30:17.235: INFO @log_variables: valid face_fp mean: 1.445620 2020-06-15 22:30:17.235: INFO @log_variables: valid face_fn mean: 0.976624 2020-06-15 22:30:17.235: INFO @log_variables: valid body_fp mean: 1.360974 2020-06-15 22:30:17.235: INFO @log_variables: valid body_fn mean: 1.625246 2020-06-15 22:30:17.235: INFO @log_variables: valid body_box_precision mean: 0.790447 2020-06-15 22:30:17.235: INFO @log_variables: valid loss mean: 1.864970 2020-06-15 22:30:17.235: INFO @log_variables: valid localisation_loss mean: 1.499612 2020-06-15 22:30:17.235: INFO @log_variables: valid classification_loss mean: 0.965203 2020-06-15 22:30:17.236: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-15 22:30:17.378: INFO @save : Model saved to: ./log/DetectionBodyFace-overheadAll-headCovered/model_best.ckpt 2020-06-15 22:30:17.389: INFO @log_profile : T plain_train: 343.781172 2020-06-15 22:30:17.389: INFO @log_profile : T valid: 20.086366 2020-06-15 22:30:17.389: INFO @log_profile : T read data: 11.043532 2020-06-15 22:30:17.389: INFO @log_profile : T hooks: 28.289999 2020-06-15 22:30:17.389: INFO @main_loop : Epoch 5 done 2020-06-15 22:30:17.389: INFO @main_loop : Training epoch 6 2020-06-15 22:37:01.929: INFO @decay_lr : LR updated to `9.703725e-05` 2020-06-15 22:37:01.944: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-15 22:37:01.945: INFO @log_variables: plain_train box_recall mean: nan 2020-06-15 22:37:01.945: INFO @log_variables: plain_train box_precision mean: nan 2020-06-15 22:37:01.945: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-15 22:37:01.945: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-15 22:37:01.945: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-15 22:37:01.945: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-15 22:37:01.945: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-15 22:37:01.945: INFO @log_variables: plain_train face_fp mean: nan 2020-06-15 22:37:01.945: INFO @log_variables: plain_train face_fn mean: nan 2020-06-15 22:37:01.945: INFO @log_variables: plain_train body_fp mean: nan 2020-06-15 22:37:01.945: INFO @log_variables: plain_train body_fn mean: nan 2020-06-15 22:37:01.945: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-15 22:37:01.945: INFO @log_variables: plain_train loss mean: 1.934490 2020-06-15 22:37:01.945: INFO @log_variables: plain_train localisation_loss mean: 1.522064 2020-06-15 22:37:01.945: INFO @log_variables: plain_train classification_loss mean: 1.021252 2020-06-15 22:37:01.945: INFO @log_variables: valid box_f1 mean: 0.731280 2020-06-15 22:37:01.945: INFO @log_variables: valid box_recall mean: 0.744047 2020-06-15 22:37:01.945: INFO @log_variables: valid box_precision mean: 0.748400 2020-06-15 22:37:01.946: INFO @log_variables: valid face_box_f1 mean: 0.421604 2020-06-15 22:37:01.946: INFO @log_variables: valid body_box_f1 mean: 0.782445 2020-06-15 22:37:01.946: INFO @log_variables: valid face_box_recall mean: 0.451340 2020-06-15 22:37:01.946: INFO @log_variables: valid body_box_recall mean: 0.784712 2020-06-15 22:37:01.946: INFO @log_variables: valid face_box_precision mean: 0.427798 2020-06-15 22:37:01.946: INFO @log_variables: valid face_fp mean: 1.001230 2020-06-15 22:37:01.946: INFO @log_variables: valid face_fn mean: 1.007874 2020-06-15 22:37:01.946: INFO @log_variables: valid body_fp mean: 1.189715 2020-06-15 22:37:01.946: INFO @log_variables: valid body_fn mean: 1.574311 2020-06-15 22:37:01.946: INFO @log_variables: valid body_box_precision mean: 0.812609 2020-06-15 22:37:01.946: INFO @log_variables: valid loss mean: 1.771594 2020-06-15 22:37:01.946: INFO @log_variables: valid localisation_loss mean: 1.443014 2020-06-15 22:37:01.946: INFO @log_variables: valid classification_loss mean: 0.905786 2020-06-15 22:37:01.946: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-15 22:37:02.086: INFO @save : Model saved to: ./log/DetectionBodyFace-overheadAll-headCovered/model_best.ckpt 2020-06-15 22:37:02.098: INFO @log_profile : T plain_train: 343.908388 2020-06-15 22:37:02.098: INFO @log_profile : T valid: 20.186525 2020-06-15 22:37:02.098: INFO @log_profile : T read data: 10.814802 2020-06-15 22:37:02.098: INFO @log_profile : T hooks: 27.779815 2020-06-15 22:37:02.098: INFO @main_loop : Epoch 6 done 2020-06-15 22:37:02.098: INFO @main_loop : Training epoch 7 2020-06-15 22:43:47.197: INFO @decay_lr : LR updated to `9.655207e-05` 2020-06-15 22:43:47.213: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-15 22:43:47.213: INFO @log_variables: plain_train box_recall mean: nan 2020-06-15 22:43:47.213: INFO @log_variables: plain_train box_precision mean: nan 2020-06-15 22:43:47.213: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-15 22:43:47.213: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-15 22:43:47.213: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-15 22:43:47.213: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-15 22:43:47.213: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-15 22:43:47.213: INFO @log_variables: plain_train face_fp mean: nan 2020-06-15 22:43:47.213: INFO @log_variables: plain_train face_fn mean: nan 2020-06-15 22:43:47.213: INFO @log_variables: plain_train body_fp mean: nan 2020-06-15 22:43:47.213: INFO @log_variables: plain_train body_fn mean: nan 2020-06-15 22:43:47.213: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-15 22:43:47.213: INFO @log_variables: plain_train loss mean: 1.882282 2020-06-15 22:43:47.213: INFO @log_variables: plain_train localisation_loss mean: 1.480236 2020-06-15 22:43:47.213: INFO @log_variables: plain_train classification_loss mean: 0.994140 2020-06-15 22:43:47.214: INFO @log_variables: valid box_f1 mean: 0.722393 2020-06-15 22:43:47.214: INFO @log_variables: valid box_recall mean: 0.751539 2020-06-15 22:43:47.214: INFO @log_variables: valid box_precision mean: 0.723872 2020-06-15 22:43:47.214: INFO @log_variables: valid face_box_f1 mean: 0.415235 2020-06-15 22:43:47.214: INFO @log_variables: valid body_box_f1 mean: 0.772994 2020-06-15 22:43:47.214: INFO @log_variables: valid face_box_recall mean: 0.445284 2020-06-15 22:43:47.214: INFO @log_variables: valid body_box_recall mean: 0.795358 2020-06-15 22:43:47.214: INFO @log_variables: valid face_box_precision mean: 0.419314 2020-06-15 22:43:47.214: INFO @log_variables: valid face_fp mean: 1.043307 2020-06-15 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@main_loop : Training epoch 8 2020-06-15 22:50:32.235: INFO @decay_lr : LR updated to `9.606931e-05` 2020-06-15 22:50:32.250: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-15 22:50:32.250: INFO @log_variables: plain_train box_recall mean: nan 2020-06-15 22:50:32.251: INFO @log_variables: plain_train box_precision mean: nan 2020-06-15 22:50:32.251: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-15 22:50:32.251: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-15 22:50:32.251: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-15 22:50:32.251: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-15 22:50:32.251: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-15 22:50:32.251: INFO @log_variables: plain_train face_fp mean: nan 2020-06-15 22:50:32.251: INFO @log_variables: plain_train face_fn mean: nan 2020-06-15 22:50:32.251: INFO @log_variables: plain_train body_fp mean: nan 2020-06-15 22:50:32.251: INFO @log_variables: plain_train body_fn mean: nan 2020-06-15 22:50:32.251: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-15 22:50:32.251: INFO @log_variables: plain_train loss mean: 1.840480 2020-06-15 22:50:32.251: INFO @log_variables: plain_train localisation_loss mean: 1.449223 2020-06-15 22:50:32.251: INFO @log_variables: plain_train classification_loss mean: 0.970946 2020-06-15 22:50:32.251: INFO @log_variables: valid box_f1 mean: 0.735395 2020-06-15 22:50:32.251: INFO @log_variables: valid box_recall mean: 0.764752 2020-06-15 22:50:32.251: INFO @log_variables: valid box_precision mean: 0.735291 2020-06-15 22:50:32.251: INFO @log_variables: valid face_box_f1 mean: 0.429043 2020-06-15 22:50:32.251: INFO @log_variables: valid body_box_f1 mean: 0.792828 2020-06-15 22:50:32.251: INFO @log_variables: valid face_box_recall mean: 0.479893 2020-06-15 22:50:32.251: INFO @log_variables: valid body_box_recall mean: 0.801949 2020-06-15 22:50:32.251: INFO @log_variables: valid face_box_precision mean: 0.418371 2020-06-15 22:50:32.251: INFO @log_variables: valid face_fp mean: 1.266240 2020-06-15 22:50:32.252: INFO @log_variables: valid face_fn mean: 0.929626 2020-06-15 22:50:32.252: INFO @log_variables: valid body_fp mean: 1.233514 2020-06-15 22:50:32.252: INFO @log_variables: valid body_fn mean: 1.454232 2020-06-15 22:50:32.252: INFO @log_variables: valid body_box_precision mean: 0.813909 2020-06-15 22:50:32.252: INFO @log_variables: valid loss mean: 1.682116 2020-06-15 22:50:32.252: INFO @log_variables: valid localisation_loss mean: 1.371605 2020-06-15 22:50:32.252: INFO @log_variables: valid classification_loss mean: 0.859153 2020-06-15 22:50:32.252: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-15 22:50:32.383: INFO @save : Model saved to: ./log/DetectionBodyFace-overheadAll-headCovered/model_best.ckpt 2020-06-15 22:50:32.394: INFO @log_profile : T plain_train: 343.849471 2020-06-15 22:50:32.395: INFO @log_profile : T valid: 20.140266 2020-06-15 22:50:32.395: INFO @log_profile : T read data: 10.959678 2020-06-15 22:50:32.395: INFO @log_profile : T hooks: 28.207833 2020-06-15 22:50:32.395: INFO @main_loop : Epoch 8 done 2020-06-15 22:50:32.395: INFO @main_loop : Training epoch 9 2020-06-15 22:57:16.803: INFO @decay_lr : LR updated to `9.558896e-05` 2020-06-15 22:57:16.818: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-15 22:57:16.818: INFO @log_variables: plain_train box_recall mean: nan 2020-06-15 22:57:16.818: INFO @log_variables: plain_train box_precision mean: nan 2020-06-15 22:57:16.818: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-15 22:57:16.818: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-15 22:57:16.818: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-15 22:57:16.818: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-15 22:57:16.818: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-15 22:57:16.818: INFO @log_variables: plain_train face_fp mean: nan 2020-06-15 22:57:16.819: INFO @log_variables: plain_train face_fn mean: nan 2020-06-15 22:57:16.819: INFO @log_variables: plain_train body_fp mean: nan 2020-06-15 22:57:16.819: INFO @log_variables: plain_train body_fn mean: nan 2020-06-15 22:57:16.819: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-15 22:57:16.819: INFO @log_variables: plain_train loss mean: 1.809397 2020-06-15 22:57:16.819: INFO @log_variables: plain_train localisation_loss mean: 1.428761 2020-06-15 22:57:16.819: INFO @log_variables: plain_train classification_loss mean: 0.952141 2020-06-15 22:57:16.819: INFO @log_variables: valid box_f1 mean: 0.749238 2020-06-15 22:57:16.819: INFO @log_variables: valid box_recall mean: 0.771309 2020-06-15 22:57:16.819: INFO @log_variables: valid box_precision mean: 0.755459 2020-06-15 22:57:16.819: INFO @log_variables: valid face_box_f1 mean: 0.439921 2020-06-15 22:57:16.819: INFO @log_variables: valid body_box_f1 mean: 0.796374 2020-06-15 22:57:16.819: INFO @log_variables: valid face_box_recall mean: 0.470420 2020-06-15 22:57:16.819: INFO @log_variables: valid body_box_recall mean: 0.812161 2020-06-15 22:57:16.819: INFO @log_variables: valid face_box_precision mean: 0.444318 2020-06-15 22:57:16.819: INFO @log_variables: valid face_fp mean: 0.960630 2020-06-15 22:57:16.819: INFO @log_variables: valid face_fn mean: 0.947835 2020-06-15 22:57:16.819: INFO @log_variables: valid body_fp mean: 1.307087 2020-06-15 22:57:16.819: INFO @log_variables: valid body_fn mean: 1.389764 2020-06-15 22:57:16.819: INFO @log_variables: valid body_box_precision mean: 0.810254 2020-06-15 22:57:16.819: INFO @log_variables: valid loss mean: 1.668751 2020-06-15 22:57:16.819: INFO @log_variables: valid localisation_loss mean: 1.361113 2020-06-15 22:57:16.820: INFO @log_variables: valid classification_loss mean: 0.852084 2020-06-15 22:57:16.820: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-15 22:57:16.962: INFO @save : Model saved to: ./log/DetectionBodyFace-overheadAll-headCovered/model_best.ckpt 2020-06-15 22:57:16.974: INFO @log_profile : T plain_train: 343.665734 2020-06-15 22:57:16.974: INFO @log_profile : T valid: 20.431214 2020-06-15 22:57:16.974: INFO @log_profile : T read data: 10.916421 2020-06-15 22:57:16.974: INFO @log_profile : T hooks: 27.549676 2020-06-15 22:57:16.974: INFO @main_loop : Epoch 9 done 2020-06-15 22:57:16.974: INFO @main_loop : Training epoch 10 2020-06-15 23:04:02.238: INFO @decay_lr : LR updated to `9.511102e-05` 2020-06-15 23:04:02.255: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-15 23:04:02.255: INFO @log_variables: plain_train box_recall mean: nan 2020-06-15 23:04:02.256: INFO @log_variables: plain_train box_precision mean: nan 2020-06-15 23:04:02.256: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-15 23:04:02.256: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-15 23:04:02.256: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-15 23:04:02.256: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-15 23:04:02.256: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-15 23:04:02.256: INFO @log_variables: plain_train face_fp mean: nan 2020-06-15 23:04:02.256: INFO @log_variables: plain_train face_fn mean: nan 2020-06-15 23:04:02.256: INFO @log_variables: plain_train body_fp mean: nan 2020-06-15 23:04:02.256: INFO @log_variables: plain_train body_fn mean: nan 2020-06-15 23:04:02.256: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-15 23:04:02.256: INFO @log_variables: plain_train loss mean: 1.777153 2020-06-15 23:04:02.256: INFO @log_variables: plain_train localisation_loss mean: 1.405967 2020-06-15 23:04:02.256: INFO @log_variables: plain_train classification_loss mean: 0.933573 2020-06-15 23:04:02.256: INFO @log_variables: valid box_f1 mean: 0.712287 2020-06-15 23:04:02.256: INFO @log_variables: valid box_recall mean: 0.796133 2020-06-15 23:04:02.256: INFO @log_variables: valid box_precision mean: 0.669220 2020-06-15 23:04:02.256: INFO @log_variables: valid face_box_f1 mean: 0.429605 2020-06-15 23:04:02.256: INFO @log_variables: valid body_box_f1 mean: 0.763124 2020-06-15 23:04:02.256: INFO @log_variables: valid face_box_recall mean: 0.498346 2020-06-15 23:04:02.257: INFO @log_variables: valid body_box_recall mean: 0.834662 2020-06-15 23:04:02.257: INFO @log_variables: valid face_box_precision mean: 0.405082 2020-06-15 23:04:02.257: INFO @log_variables: valid face_fp mean: 1.486959 2020-06-15 23:04:02.257: INFO @log_variables: valid face_fn mean: 0.866388 2020-06-15 23:04:02.257: INFO @log_variables: valid body_fp mean: 2.032726 2020-06-15 23:04:02.257: INFO @log_variables: valid body_fn mean: 1.211122 2020-06-15 23:04:02.257: INFO @log_variables: valid body_box_precision mean: 0.733312 2020-06-15 23:04:02.257: INFO @log_variables: valid loss mean: 1.690860 2020-06-15 23:04:02.257: INFO @log_variables: valid localisation_loss mean: 1.355402 2020-06-15 23:04:02.257: INFO @log_variables: valid classification_loss mean: 0.877619 2020-06-15 23:04:02.257: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-15 23:04:02.260: INFO @log_profile : T plain_train: 343.329659 2020-06-15 23:04:02.260: INFO @log_profile : T valid: 20.203988 2020-06-15 23:04:02.260: INFO @log_profile : T read data: 10.797785 2020-06-15 23:04:02.260: INFO @log_profile : T hooks: 28.934993 2020-06-15 23:04:02.260: INFO @main_loop : Epoch 10 done 2020-06-15 23:04:02.260: INFO @main_loop : Training epoch 11 2020-06-15 23:10:47.048: INFO @decay_lr : LR updated to `9.463546e-05` 2020-06-15 23:10:47.063: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-15 23:10:47.063: INFO @log_variables: plain_train box_recall mean: nan 2020-06-15 23:10:47.063: INFO @log_variables: plain_train box_precision mean: nan 2020-06-15 23:10:47.063: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-15 23:10:47.063: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-15 23:10:47.063: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-15 23:10:47.063: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-15 23:10:47.063: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-15 23:10:47.063: INFO @log_variables: plain_train face_fp mean: nan 2020-06-15 23:10:47.063: INFO @log_variables: plain_train face_fn mean: nan 2020-06-15 23:10:47.063: INFO @log_variables: plain_train body_fp mean: nan 2020-06-15 23:10:47.063: INFO @log_variables: plain_train body_fn mean: nan 2020-06-15 23:10:47.063: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-15 23:10:47.063: INFO @log_variables: plain_train loss mean: 1.752159 2020-06-15 23:10:47.063: INFO @log_variables: plain_train localisation_loss mean: 1.381460 2020-06-15 23:10:47.063: INFO @log_variables: plain_train classification_loss mean: 0.923282 2020-06-15 23:10:47.064: INFO @log_variables: valid box_f1 mean: 0.733521 2020-06-15 23:10:47.064: INFO @log_variables: valid box_recall mean: 0.784801 2020-06-15 23:10:47.064: INFO @log_variables: valid box_precision mean: 0.714799 2020-06-15 23:10:47.064: INFO @log_variables: valid face_box_f1 mean: 0.434663 2020-06-15 23:10:47.064: INFO @log_variables: valid body_box_f1 mean: 0.789116 2020-06-15 23:10:47.064: INFO @log_variables: valid face_box_recall mean: 0.498534 2020-06-15 23:10:47.064: INFO @log_variables: valid body_box_recall mean: 0.821328 2020-06-15 23:10:47.064: INFO @log_variables: valid face_box_precision mean: 0.413848 2020-06-15 23:10:47.064: INFO @log_variables: valid face_fp mean: 1.407726 2020-06-15 23:10:47.064: INFO @log_variables: valid face_fn mean: 0.862205 2020-06-15 23:10:47.064: INFO @log_variables: valid body_fp mean: 1.513041 2020-06-15 23:10:47.064: INFO @log_variables: valid body_fn mean: 1.298474 2020-06-15 23:10:47.064: INFO @log_variables: valid body_box_precision mean: 0.789521 2020-06-15 23:10:47.064: INFO @log_variables: valid loss mean: 1.646389 2020-06-15 23:10:47.064: INFO @log_variables: valid localisation_loss mean: 1.337356 2020-06-15 23:10:47.064: INFO @log_variables: valid classification_loss mean: 0.843975 2020-06-15 23:10:47.064: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-15 23:10:47.067: INFO @log_profile : T plain_train: 343.119679 2020-06-15 23:10:47.067: INFO @log_profile : T valid: 20.185612 2020-06-15 23:10:47.067: INFO @log_profile : T read data: 10.903512 2020-06-15 23:10:47.067: INFO @log_profile : T hooks: 28.582729 2020-06-15 23:10:47.067: INFO @main_loop : Epoch 11 done 2020-06-15 23:10:47.067: INFO @main_loop : Training epoch 12 2020-06-15 23:17:31.361: INFO @decay_lr : LR updated to `9.4162286e-05` 2020-06-15 23:17:31.377: INFO @log_variables: plain_train box_f1 mean: nan 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@log_variables: plain_train loss mean: 1.729111 2020-06-15 23:17:31.378: INFO @log_variables: plain_train localisation_loss mean: 1.371960 2020-06-15 23:17:31.378: INFO @log_variables: plain_train classification_loss mean: 0.905935 2020-06-15 23:17:31.378: INFO @log_variables: valid box_f1 mean: 0.749671 2020-06-15 23:17:31.378: INFO @log_variables: valid box_recall mean: 0.783295 2020-06-15 23:17:31.378: INFO @log_variables: valid box_precision mean: 0.745272 2020-06-15 23:17:31.378: INFO @log_variables: valid face_box_f1 mean: 0.442641 2020-06-15 23:17:31.378: INFO @log_variables: valid body_box_f1 mean: 0.800039 2020-06-15 23:17:31.378: INFO @log_variables: valid face_box_recall mean: 0.489963 2020-06-15 23:17:31.378: INFO @log_variables: valid body_box_recall mean: 0.820857 2020-06-15 23:17:31.378: INFO @log_variables: valid face_box_precision mean: 0.433343 2020-06-15 23:17:31.378: INFO @log_variables: valid face_fp mean: 1.134843 2020-06-15 23:17:31.378: INFO @log_variables: valid face_fn mean: 0.875246 2020-06-15 23:17:31.378: INFO @log_variables: valid body_fp mean: 1.313484 2020-06-15 23:17:31.378: INFO @log_variables: valid body_fn mean: 1.330463 2020-06-15 23:17:31.378: INFO @log_variables: valid body_box_precision mean: 0.809658 2020-06-15 23:17:31.378: INFO @log_variables: valid loss mean: 1.603943 2020-06-15 23:17:31.378: INFO @log_variables: valid localisation_loss mean: 1.316688 2020-06-15 23:17:31.378: INFO @log_variables: valid classification_loss mean: 0.813930 2020-06-15 23:17:31.378: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-15 23:17:31.519: INFO @save : Model saved to: ./log/DetectionBodyFace-overheadAll-headCovered/model_best.ckpt 2020-06-15 23:17:31.531: INFO @log_profile : T plain_train: 343.281111 2020-06-15 23:17:31.531: INFO @log_profile : T valid: 20.134054 2020-06-15 23:17:31.531: INFO @log_profile : T read data: 10.980466 2020-06-15 23:17:31.531: INFO @log_profile : T hooks: 28.041441 2020-06-15 23:17:31.531: INFO @main_loop : Epoch 12 done 2020-06-15 23:17:31.531: INFO @main_loop : Training epoch 13 2020-06-15 23:24:16.348: INFO @decay_lr : LR updated to `9.369147e-05` 2020-06-15 23:24:16.364: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-15 23:24:16.364: INFO @log_variables: plain_train box_recall mean: nan 2020-06-15 23:24:16.364: INFO @log_variables: plain_train box_precision mean: nan 2020-06-15 23:24:16.364: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-15 23:24:16.364: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-15 23:24:16.364: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-15 23:24:16.364: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-15 23:24:16.364: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-15 23:24:16.364: INFO @log_variables: plain_train face_fp mean: nan 2020-06-15 23:24:16.364: INFO @log_variables: plain_train face_fn mean: nan 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INFO @log_variables: valid body_box_recall mean: 0.822713 2020-06-15 23:24:16.365: INFO @log_variables: valid face_box_precision mean: 0.417738 2020-06-15 23:24:16.365: INFO @log_variables: valid face_fp mean: 1.374262 2020-06-15 23:24:16.365: INFO @log_variables: valid face_fn mean: 0.846949 2020-06-15 23:24:16.365: INFO @log_variables: valid body_fp mean: 1.265994 2020-06-15 23:24:16.365: INFO @log_variables: valid body_fn mean: 1.311270 2020-06-15 23:24:16.365: INFO @log_variables: valid body_box_precision mean: 0.817584 2020-06-15 23:24:16.365: INFO @log_variables: valid loss mean: 1.600573 2020-06-15 23:24:16.365: INFO @log_variables: valid localisation_loss mean: 1.317112 2020-06-15 23:24:16.365: INFO @log_variables: valid classification_loss mean: 0.810306 2020-06-15 23:24:16.365: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-15 23:24:16.368: INFO @log_profile : T plain_train: 343.747222 2020-06-15 23:24:16.368: INFO @log_profile : T valid: 20.036451 2020-06-15 23:24:16.368: INFO @log_profile : T read data: 11.109270 2020-06-15 23:24:16.368: INFO @log_profile : T hooks: 27.922761 2020-06-15 23:24:16.368: INFO @main_loop : Epoch 13 done 2020-06-15 23:24:16.369: INFO @main_loop : Training epoch 14 2020-06-15 23:31:01.114: INFO @decay_lr : LR updated to `9.322302e-05` 2020-06-15 23:31:01.129: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-15 23:31:01.129: INFO @log_variables: plain_train box_recall mean: nan 2020-06-15 23:31:01.129: INFO @log_variables: plain_train box_precision mean: nan 2020-06-15 23:31:01.129: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-15 23:31:01.129: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-15 23:31:01.129: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-15 23:31:01.129: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-15 23:31:01.129: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-15 23:31:01.130: INFO @log_variables: plain_train face_fp mean: nan 2020-06-15 23:31:01.130: INFO @log_variables: plain_train face_fn mean: nan 2020-06-15 23:31:01.130: INFO @log_variables: plain_train body_fp mean: nan 2020-06-15 23:31:01.130: INFO @log_variables: plain_train body_fn mean: nan 2020-06-15 23:31:01.130: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-15 23:31:01.130: INFO @log_variables: plain_train loss mean: 1.699802 2020-06-15 23:31:01.130: INFO @log_variables: plain_train localisation_loss mean: 1.344754 2020-06-15 23:31:01.130: INFO @log_variables: plain_train classification_loss mean: 0.892950 2020-06-15 23:31:01.130: INFO @log_variables: valid box_f1 mean: 0.752271 2020-06-15 23:31:01.130: INFO @log_variables: valid box_recall mean: 0.798697 2020-06-15 23:31:01.130: INFO @log_variables: valid box_precision mean: 0.736238 2020-06-15 23:31:01.130: INFO @log_variables: valid face_box_f1 mean: 0.455053 2020-06-15 23:31:01.130: INFO @log_variables: valid body_box_f1 mean: 0.796351 2020-06-15 23:31:01.130: INFO @log_variables: valid face_box_recall mean: 0.494771 2020-06-15 23:31:01.130: INFO @log_variables: valid body_box_recall mean: 0.837454 2020-06-15 23:31:01.130: INFO @log_variables: valid face_box_precision mean: 0.451098 2020-06-15 23:31:01.130: INFO @log_variables: valid face_fp mean: 1.042569 2020-06-15 23:31:01.130: INFO @log_variables: valid face_fn mean: 0.873524 2020-06-15 23:31:01.130: INFO @log_variables: valid body_fp mean: 1.632382 2020-06-15 23:31:01.130: INFO @log_variables: valid body_fn mean: 1.177904 2020-06-15 23:31:01.131: INFO @log_variables: valid body_box_precision mean: 0.787332 2020-06-15 23:31:01.131: INFO @log_variables: valid loss mean: 1.585812 2020-06-15 23:31:01.131: INFO @log_variables: valid localisation_loss mean: 1.298507 2020-06-15 23:31:01.131: INFO @log_variables: valid classification_loss mean: 0.806708 2020-06-15 23:31:01.131: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-15 23:31:01.264: INFO @save : Model saved to: ./log/DetectionBodyFace-overheadAll-headCovered/model_best.ckpt 2020-06-15 23:31:01.275: INFO @log_profile : T plain_train: 344.083472 2020-06-15 23:31:01.275: INFO @log_profile : T valid: 20.042229 2020-06-15 23:31:01.275: INFO @log_profile : T read data: 10.939339 2020-06-15 23:31:01.275: INFO @log_profile : T hooks: 27.821567 2020-06-15 23:31:01.275: INFO @main_loop : Epoch 14 done 2020-06-15 23:31:01.275: INFO @main_loop : Training epoch 15 2020-06-15 23:37:46.674: INFO @decay_lr : LR updated to `9.2756905e-05` 2020-06-15 23:37:46.690: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-15 23:37:46.690: INFO @log_variables: plain_train box_recall mean: nan 2020-06-15 23:37:46.690: INFO @log_variables: plain_train box_precision mean: nan 2020-06-15 23:37:46.690: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-15 23:37:46.690: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-15 23:37:46.690: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-15 23:37:46.690: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-15 23:37:46.690: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-15 23:37:46.690: INFO @log_variables: plain_train face_fp mean: nan 2020-06-15 23:37:46.690: INFO @log_variables: plain_train face_fn mean: nan 2020-06-15 23:37:46.691: INFO @log_variables: plain_train body_fp mean: nan 2020-06-15 23:37:46.691: INFO @log_variables: plain_train body_fn mean: nan 2020-06-15 23:37:46.691: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-15 23:37:46.691: INFO @log_variables: plain_train loss mean: 1.687165 2020-06-15 23:37:46.691: INFO @log_variables: plain_train localisation_loss mean: 1.340272 2020-06-15 23:37:46.691: INFO @log_variables: plain_train classification_loss mean: 0.883001 2020-06-15 23:37:46.691: INFO @log_variables: valid box_f1 mean: 0.760588 2020-06-15 23:37:46.691: INFO @log_variables: valid box_recall mean: 0.784198 2020-06-15 23:37:46.691: INFO @log_variables: valid box_precision mean: 0.764251 2020-06-15 23:37:46.691: INFO @log_variables: valid face_box_f1 mean: 0.455521 2020-06-15 23:37:46.691: INFO @log_variables: valid body_box_f1 mean: 0.809635 2020-06-15 23:37:46.691: INFO @log_variables: valid face_box_recall mean: 0.496948 2020-06-15 23:37:46.691: INFO @log_variables: valid body_box_recall mean: 0.821066 2020-06-15 23:37:46.691: INFO @log_variables: valid face_box_precision mean: 0.450380 2020-06-15 23:37:46.691: INFO @log_variables: valid face_fp mean: 1.049951 2020-06-15 23:37:46.691: INFO @log_variables: valid face_fn mean: 0.867618 2020-06-15 23:37:46.691: INFO @log_variables: valid body_fp mean: 1.173474 2020-06-15 23:37:46.691: INFO @log_variables: valid body_fn mean: 1.306841 2020-06-15 23:37:46.691: INFO @log_variables: valid body_box_precision mean: 0.826048 2020-06-15 23:37:46.691: INFO @log_variables: valid loss mean: 1.578168 2020-06-15 23:37:46.691: INFO @log_variables: valid localisation_loss mean: 1.281514 2020-06-15 23:37:46.691: INFO @log_variables: valid classification_loss mean: 0.809259 2020-06-15 23:37:46.692: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-15 23:37:46.831: INFO @save : Model saved to: ./log/DetectionBodyFace-overheadAll-headCovered/model_best.ckpt 2020-06-15 23:37:46.842: INFO @log_profile : T plain_train: 344.269395 2020-06-15 23:37:46.842: INFO @log_profile : T valid: 20.398623 2020-06-15 23:37:46.842: INFO @log_profile : T read data: 10.959796 2020-06-15 23:37:46.842: INFO @log_profile : T hooks: 27.903702 2020-06-15 23:37:46.842: INFO @main_loop : Epoch 15 done 2020-06-15 23:37:46.842: INFO @main_loop : Training epoch 16 2020-06-15 23:44:31.928: INFO @decay_lr : LR updated to `9.229312e-05` 2020-06-15 23:44:31.943: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-15 23:44:31.943: INFO @log_variables: plain_train box_recall mean: nan 2020-06-15 23:44:31.943: INFO @log_variables: plain_train box_precision mean: nan 2020-06-15 23:44:31.943: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-15 23:44:31.943: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-15 23:44:31.943: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-15 23:44:31.943: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-15 23:44:31.943: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-15 23:44:31.943: INFO @log_variables: plain_train face_fp mean: nan 2020-06-15 23:44:31.943: INFO @log_variables: plain_train face_fn mean: nan 2020-06-15 23:44:31.943: INFO @log_variables: plain_train body_fp mean: nan 2020-06-15 23:44:31.944: INFO @log_variables: plain_train body_fn mean: nan 2020-06-15 23:44:31.944: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-15 23:44:31.944: INFO @log_variables: plain_train loss mean: 1.668225 2020-06-15 23:44:31.944: INFO @log_variables: plain_train localisation_loss mean: 1.328553 2020-06-15 23:44:31.944: INFO @log_variables: plain_train classification_loss mean: 0.871094 2020-06-15 23:44:31.944: INFO @log_variables: valid box_f1 mean: 0.759083 2020-06-15 23:44:31.944: INFO @log_variables: valid box_recall mean: 0.790951 2020-06-15 23:44:31.944: INFO @log_variables: valid box_precision mean: 0.755864 2020-06-15 23:44:31.944: INFO @log_variables: valid face_box_f1 mean: 0.459758 2020-06-15 23:44:31.944: INFO @log_variables: valid body_box_f1 mean: 0.806040 2020-06-15 23:44:31.944: INFO @log_variables: valid face_box_recall mean: 0.503062 2020-06-15 23:44:31.944: INFO @log_variables: valid body_box_recall mean: 0.825983 2020-06-15 23:44:31.944: INFO @log_variables: valid face_box_precision mean: 0.453177 2020-06-15 23:44:31.944: INFO @log_variables: valid face_fp mean: 1.063976 2020-06-15 23:44:31.944: INFO @log_variables: valid face_fn mean: 0.854331 2020-06-15 23:44:31.944: INFO @log_variables: valid body_fp mean: 1.299213 2020-06-15 23:44:31.944: INFO @log_variables: valid body_fn mean: 1.270915 2020-06-15 23:44:31.944: INFO @log_variables: valid body_box_precision mean: 0.815442 2020-06-15 23:44:31.944: INFO @log_variables: valid loss mean: 1.551267 2020-06-15 23:44:31.945: INFO @log_variables: valid localisation_loss mean: 1.265590 2020-06-15 23:44:31.945: INFO @log_variables: valid classification_loss mean: 0.791913 2020-06-15 23:44:31.945: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-15 23:44:31.947: INFO @log_profile : T plain_train: 343.889045 2020-06-15 23:44:31.948: INFO @log_profile : T valid: 20.283490 2020-06-15 23:44:31.948: INFO @log_profile : T read data: 10.942220 2020-06-15 23:44:31.948: INFO @log_profile : T hooks: 27.967888 2020-06-15 23:44:31.948: INFO @main_loop : Epoch 16 done 2020-06-15 23:44:31.948: INFO @main_loop : Training epoch 17 2020-06-15 23:51:17.490: INFO @decay_lr : LR updated to `9.183166e-05` 2020-06-15 23:51:17.505: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-15 23:51:17.505: INFO @log_variables: plain_train box_recall mean: nan 2020-06-15 23:51:17.505: INFO @log_variables: plain_train box_precision mean: nan 2020-06-15 23:51:17.505: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-15 23:51:17.505: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-15 23:51:17.505: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-15 23:51:17.505: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-15 23:51:17.505: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-15 23:51:17.505: INFO @log_variables: plain_train face_fp mean: nan 2020-06-15 23:51:17.505: INFO @log_variables: plain_train face_fn mean: nan 2020-06-15 23:51:17.505: INFO @log_variables: plain_train body_fp mean: nan 2020-06-15 23:51:17.506: INFO @log_variables: plain_train body_fn mean: nan 2020-06-15 23:51:17.506: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-15 23:51:17.506: INFO @log_variables: plain_train loss mean: 1.651497 2020-06-15 23:51:17.506: INFO @log_variables: plain_train localisation_loss mean: 1.309511 2020-06-15 23:51:17.506: INFO @log_variables: plain_train classification_loss mean: 0.865790 2020-06-15 23:51:17.506: INFO @log_variables: valid box_f1 mean: 0.750492 2020-06-15 23:51:17.506: INFO @log_variables: valid box_recall mean: 0.806503 2020-06-15 23:51:17.506: INFO @log_variables: valid box_precision mean: 0.725422 2020-06-15 23:51:17.506: INFO @log_variables: valid face_box_f1 mean: 0.456829 2020-06-15 23:51:17.506: INFO @log_variables: valid body_box_f1 mean: 0.801959 2020-06-15 23:51:17.506: INFO @log_variables: valid face_box_recall mean: 0.525654 2020-06-15 23:51:17.506: INFO @log_variables: valid body_box_recall mean: 0.838355 2020-06-15 23:51:17.506: INFO @log_variables: valid face_box_precision mean: 0.432598 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2020-06-15 23:51:17.509: INFO @main_loop : Epoch 17 done 2020-06-15 23:51:17.510: INFO @main_loop : Training epoch 18 2020-06-15 23:58:02.741: INFO @decay_lr : LR updated to `9.13725e-05` 2020-06-15 23:58:02.756: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-15 23:58:02.756: INFO @log_variables: plain_train box_recall mean: nan 2020-06-15 23:58:02.756: INFO @log_variables: plain_train box_precision mean: nan 2020-06-15 23:58:02.756: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-15 23:58:02.756: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-15 23:58:02.756: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-15 23:58:02.756: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-15 23:58:02.756: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-15 23:58:02.757: INFO @log_variables: plain_train face_fp mean: nan 2020-06-15 23:58:02.757: INFO @log_variables: plain_train face_fn mean: nan 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INFO @log_variables: valid body_box_recall mean: 0.825855 2020-06-15 23:58:02.757: INFO @log_variables: valid face_box_precision mean: 0.427025 2020-06-15 23:58:02.757: INFO @log_variables: valid face_fp mean: 1.397392 2020-06-15 23:58:02.757: INFO @log_variables: valid face_fn mean: 0.786909 2020-06-15 23:58:02.757: INFO @log_variables: valid body_fp mean: 1.239665 2020-06-15 23:58:02.757: INFO @log_variables: valid body_fn mean: 1.293307 2020-06-15 23:58:02.757: INFO @log_variables: valid body_box_precision mean: 0.820066 2020-06-15 23:58:02.758: INFO @log_variables: valid loss mean: 1.564851 2020-06-15 23:58:02.758: INFO @log_variables: valid localisation_loss mean: 1.287059 2020-06-15 23:58:02.758: INFO @log_variables: valid classification_loss mean: 0.792616 2020-06-15 23:58:02.758: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-15 23:58:02.760: INFO @log_profile : T plain_train: 344.007651 2020-06-15 23:58:02.761: INFO @log_profile : T valid: 20.222352 2020-06-15 23:58:02.761: INFO @log_profile : T read data: 10.877576 2020-06-15 23:58:02.761: INFO @log_profile : T hooks: 28.113735 2020-06-15 23:58:02.761: INFO @main_loop : Epoch 18 done 2020-06-15 23:58:02.761: INFO @main_loop : Training epoch 19 2020-06-16 00:04:47.144: INFO @decay_lr : LR updated to `9.091564e-05` 2020-06-16 00:04:47.161: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 00:04:47.161: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 00:04:47.161: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 00:04:47.161: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 00:04:47.161: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 00:04:47.161: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 00:04:47.161: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 00:04:47.161: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 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valid body_box_f1 mean: 0.813507 2020-06-16 00:04:47.162: INFO @log_variables: valid face_box_recall mean: 0.515794 2020-06-16 00:04:47.162: INFO @log_variables: valid body_box_recall mean: 0.832814 2020-06-16 00:04:47.162: INFO @log_variables: valid face_box_precision mean: 0.445821 2020-06-16 00:04:47.162: INFO @log_variables: valid face_fp mean: 1.163140 2020-06-16 00:04:47.162: INFO @log_variables: valid face_fn mean: 0.802165 2020-06-16 00:04:47.162: INFO @log_variables: valid body_fp mean: 1.261565 2020-06-16 00:04:47.162: INFO @log_variables: valid body_fn mean: 1.221457 2020-06-16 00:04:47.162: INFO @log_variables: valid body_box_precision mean: 0.822687 2020-06-16 00:04:47.162: INFO @log_variables: valid loss mean: 1.546130 2020-06-16 00:04:47.163: INFO @log_variables: valid localisation_loss mean: 1.267262 2020-06-16 00:04:47.163: INFO @log_variables: valid classification_loss mean: 0.785773 2020-06-16 00:04:47.163: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 00:04:47.303: INFO @save : Model saved to: ./log/DetectionBodyFace-overheadAll-headCovered/model_best.ckpt 2020-06-16 00:04:47.314: INFO @log_profile : T plain_train: 343.867604 2020-06-16 00:04:47.314: INFO @log_profile : T valid: 19.998223 2020-06-16 00:04:47.314: INFO @log_profile : T read data: 10.914910 2020-06-16 00:04:47.314: INFO @log_profile : T hooks: 27.757320 2020-06-16 00:04:47.315: INFO @main_loop : Epoch 19 done 2020-06-16 00:04:47.315: INFO @main_loop : Training epoch 20 2020-06-16 00:11:32.347: INFO @decay_lr : LR updated to `9.046106e-05` 2020-06-16 00:11:32.362: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 00:11:32.362: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 00:11:32.362: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 00:11:32.362: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 00:11:32.362: INFO @log_variables: plain_train 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0.757147 2020-06-16 00:11:32.363: INFO @log_variables: valid box_recall mean: 0.794756 2020-06-16 00:11:32.363: INFO @log_variables: valid box_precision mean: 0.747718 2020-06-16 00:11:32.363: INFO @log_variables: valid face_box_f1 mean: 0.448846 2020-06-16 00:11:32.363: INFO @log_variables: valid body_box_f1 mean: 0.811558 2020-06-16 00:11:32.363: INFO @log_variables: valid face_box_recall mean: 0.506710 2020-06-16 00:11:32.363: INFO @log_variables: valid body_box_recall mean: 0.828322 2020-06-16 00:11:32.363: INFO @log_variables: valid face_box_precision mean: 0.431197 2020-06-16 00:11:32.363: INFO @log_variables: valid face_fp mean: 1.272146 2020-06-16 00:11:32.363: INFO @log_variables: valid face_fn mean: 0.836614 2020-06-16 00:11:32.363: INFO @log_variables: valid body_fp mean: 1.222933 2020-06-16 00:11:32.363: INFO @log_variables: valid body_fn mean: 1.237943 2020-06-16 00:11:32.363: INFO @log_variables: valid body_box_precision mean: 0.823827 2020-06-16 00:11:32.363: INFO @log_variables: valid loss mean: 1.527544 2020-06-16 00:11:32.363: INFO @log_variables: valid localisation_loss mean: 1.247216 2020-06-16 00:11:32.363: INFO @log_variables: valid classification_loss mean: 0.779214 2020-06-16 00:11:32.363: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 00:11:32.366: INFO @log_profile : T plain_train: 344.088932 2020-06-16 00:11:32.366: INFO @log_profile : T valid: 20.140282 2020-06-16 00:11:32.366: INFO @log_profile : T read data: 10.868878 2020-06-16 00:11:32.366: INFO @log_profile : T hooks: 27.939611 2020-06-16 00:11:32.367: INFO @main_loop : Epoch 20 done 2020-06-16 00:11:32.367: INFO @main_loop : Training epoch 21 2020-06-16 00:18:18.200: INFO @decay_lr : LR updated to `9.0008754e-05` 2020-06-16 00:18:18.215: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 00:18:18.215: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 00:18:18.215: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 00:18:18.215: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 00:18:18.215: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 00:18:18.215: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 00:18:18.215: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 00:18:18.215: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 00:18:18.215: INFO @log_variables: plain_train face_fp mean: nan 2020-06-16 00:18:18.215: INFO @log_variables: plain_train face_fn mean: nan 2020-06-16 00:18:18.215: INFO @log_variables: plain_train body_fp mean: nan 2020-06-16 00:18:18.215: INFO @log_variables: plain_train body_fn mean: nan 2020-06-16 00:18:18.215: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-16 00:18:18.215: INFO @log_variables: plain_train loss mean: 1.613864 2020-06-16 00:18:18.216: INFO @log_variables: plain_train localisation_loss mean: 1.286698 2020-06-16 00:18:18.216: INFO @log_variables: plain_train classification_loss mean: 0.841845 2020-06-16 00:18:18.216: INFO @log_variables: valid box_f1 mean: 0.757008 2020-06-16 00:18:18.216: INFO @log_variables: valid box_recall mean: 0.795828 2020-06-16 00:18:18.216: INFO @log_variables: valid box_precision mean: 0.746398 2020-06-16 00:18:18.216: INFO @log_variables: valid face_box_f1 mean: 0.453266 2020-06-16 00:18:18.216: INFO @log_variables: valid body_box_f1 mean: 0.811954 2020-06-16 00:18:18.216: INFO @log_variables: valid face_box_recall mean: 0.514269 2020-06-16 00:18:18.216: INFO @log_variables: valid body_box_recall mean: 0.827112 2020-06-16 00:18:18.216: INFO @log_variables: valid face_box_precision mean: 0.432990 2020-06-16 00:18:18.216: INFO @log_variables: valid face_fp mean: 1.277067 2020-06-16 00:18:18.216: INFO @log_variables: valid face_fn mean: 0.809301 2020-06-16 00:18:18.216: INFO @log_variables: valid body_fp mean: 1.161417 2020-06-16 00:18:18.216: INFO @log_variables: valid body_fn mean: 1.272392 2020-06-16 00:18:18.216: INFO @log_variables: valid body_box_precision mean: 0.824941 2020-06-16 00:18:18.216: INFO @log_variables: valid loss mean: 1.532278 2020-06-16 00:18:18.216: INFO @log_variables: valid localisation_loss mean: 1.255740 2020-06-16 00:18:18.216: INFO @log_variables: valid classification_loss mean: 0.778834 2020-06-16 00:18:18.216: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 00:18:18.219: INFO @log_profile : T plain_train: 343.884733 2020-06-16 00:18:18.219: INFO @log_profile : T valid: 20.467680 2020-06-16 00:18:18.219: INFO @log_profile : T read data: 10.814891 2020-06-16 00:18:18.219: INFO @log_profile : T hooks: 28.656431 2020-06-16 00:18:18.219: INFO @main_loop : Epoch 21 done 2020-06-16 00:18:18.219: INFO @main_loop : Training epoch 22 2020-06-16 00:25:03.470: INFO @decay_lr : LR updated to `8.955871e-05` 2020-06-16 00:25:03.485: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 00:25:03.485: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 00:25:03.485: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 00:25:03.485: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 00:25:03.485: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 00:25:03.485: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 00:25:03.485: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 00:25:03.485: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 00:25:03.485: INFO @log_variables: plain_train face_fp mean: nan 2020-06-16 00:25:03.486: INFO @log_variables: plain_train face_fn mean: nan 2020-06-16 00:25:03.486: INFO @log_variables: plain_train body_fp mean: nan 2020-06-16 00:25:03.486: INFO @log_variables: plain_train body_fn mean: nan 2020-06-16 00:25:03.486: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-16 00:25:03.486: INFO @log_variables: plain_train loss mean: 1.608156 2020-06-16 00:25:03.486: INFO @log_variables: plain_train localisation_loss mean: 1.281953 2020-06-16 00:25:03.486: INFO @log_variables: plain_train classification_loss mean: 0.838983 2020-06-16 00:25:03.486: INFO @log_variables: valid box_f1 mean: 0.762595 2020-06-16 00:25:03.486: INFO @log_variables: valid box_recall mean: 0.804116 2020-06-16 00:25:03.486: INFO @log_variables: valid box_precision mean: 0.749323 2020-06-16 00:25:03.486: INFO @log_variables: valid face_box_f1 mean: 0.459333 2020-06-16 00:25:03.486: INFO @log_variables: valid body_box_f1 mean: 0.810349 2020-06-16 00:25:03.486: INFO @log_variables: valid face_box_recall mean: 0.506752 2020-06-16 00:25:03.486: INFO @log_variables: valid body_box_recall mean: 0.841356 2020-06-16 00:25:03.486: INFO @log_variables: valid face_box_precision mean: 0.448596 2020-06-16 00:25:03.486: INFO @log_variables: valid face_fp mean: 1.107530 2020-06-16 00:25:03.486: INFO @log_variables: valid face_fn mean: 0.831447 2020-06-16 00:25:03.486: INFO @log_variables: valid body_fp mean: 1.375246 2020-06-16 00:25:03.486: INFO @log_variables: valid body_fn mean: 1.164124 2020-06-16 00:25:03.486: INFO @log_variables: valid body_box_precision mean: 0.808847 2020-06-16 00:25:03.486: INFO @log_variables: valid loss mean: 1.494640 2020-06-16 00:25:03.487: INFO @log_variables: valid localisation_loss mean: 1.225270 2020-06-16 00:25:03.487: INFO @log_variables: valid classification_loss mean: 0.759478 2020-06-16 00:25:03.487: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 00:25:03.489: INFO @log_profile : T plain_train: 344.022894 2020-06-16 00:25:03.490: INFO @log_profile : T valid: 20.279558 2020-06-16 00:25:03.490: INFO @log_profile : T read data: 10.968076 2020-06-16 00:25:03.490: INFO @log_profile : T hooks: 27.980679 2020-06-16 00:25:03.490: INFO @main_loop : Epoch 22 done 2020-06-16 00:25:03.490: INFO @main_loop : Training epoch 23 2020-06-16 00:31:48.005: INFO @decay_lr : LR updated to `8.9110916e-05` 2020-06-16 00:31:48.020: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 00:31:48.020: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 00:31:48.020: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 00:31:48.020: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 00:31:48.020: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 00:31:48.020: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 00:31:48.020: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 00:31:48.020: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 00:31:48.020: INFO @log_variables: plain_train face_fp mean: nan 2020-06-16 00:31:48.020: INFO @log_variables: plain_train face_fn mean: nan 2020-06-16 00:31:48.020: INFO @log_variables: plain_train body_fp mean: nan 2020-06-16 00:31:48.020: INFO @log_variables: plain_train body_fn mean: nan 2020-06-16 00:31:48.020: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-16 00:31:48.020: INFO @log_variables: plain_train loss mean: 1.602218 2020-06-16 00:31:48.020: INFO @log_variables: plain_train localisation_loss mean: 1.277658 2020-06-16 00:31:48.021: INFO @log_variables: plain_train classification_loss mean: 0.835624 2020-06-16 00:31:48.021: INFO @log_variables: valid box_f1 mean: 0.760573 2020-06-16 00:31:48.021: INFO @log_variables: valid box_recall mean: 0.803799 2020-06-16 00:31:48.021: INFO @log_variables: valid box_precision mean: 0.746407 2020-06-16 00:31:48.021: INFO @log_variables: valid face_box_f1 mean: 0.460431 2020-06-16 00:31:48.021: INFO @log_variables: valid body_box_f1 mean: 0.809065 2020-06-16 00:31:48.021: INFO @log_variables: valid face_box_recall mean: 0.510934 2020-06-16 00:31:48.021: INFO @log_variables: valid body_box_recall mean: 0.838758 2020-06-16 00:31:48.021: INFO @log_variables: valid face_box_precision mean: 0.447850 2020-06-16 00:31:48.021: INFO @log_variables: valid face_fp mean: 1.125492 2020-06-16 00:31:48.021: INFO @log_variables: valid face_fn mean: 0.819144 2020-06-16 00:31:48.021: INFO @log_variables: valid body_fp mean: 1.366880 2020-06-16 00:31:48.021: INFO @log_variables: valid body_fn mean: 1.181102 2020-06-16 00:31:48.021: INFO @log_variables: valid body_box_precision mean: 0.809071 2020-06-16 00:31:48.021: INFO @log_variables: valid loss mean: 1.511565 2020-06-16 00:31:48.021: INFO @log_variables: valid localisation_loss mean: 1.248690 2020-06-16 00:31:48.021: INFO @log_variables: valid classification_loss mean: 0.762351 2020-06-16 00:31:48.021: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 00:31:48.024: INFO @log_profile : T plain_train: 343.815177 2020-06-16 00:31:48.024: INFO @log_profile : T valid: 20.072576 2020-06-16 00:31:48.024: INFO @log_profile : T read data: 10.909934 2020-06-16 00:31:48.024: INFO @log_profile : T hooks: 27.704974 2020-06-16 00:31:48.024: INFO @main_loop : Epoch 23 done 2020-06-16 00:31:48.024: INFO @main_loop : Training epoch 24 2020-06-16 00:38:32.181: INFO @decay_lr : LR updated to `8.866536e-05` 2020-06-16 00:38:32.196: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 00:38:32.196: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 00:38:32.196: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 00:38:32.196: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 00:38:32.196: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 00:38:32.196: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 00:38:32.196: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 00:38:32.196: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 00:38:32.196: INFO @log_variables: plain_train face_fp mean: nan 2020-06-16 00:38:32.196: INFO @log_variables: 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0.502535 2020-06-16 00:38:32.197: INFO @log_variables: valid body_box_recall mean: 0.837650 2020-06-16 00:38:32.197: INFO @log_variables: valid face_box_precision mean: 0.455873 2020-06-16 00:38:32.197: INFO @log_variables: valid face_fp mean: 1.012057 2020-06-16 00:38:32.197: INFO @log_variables: valid face_fn mean: 0.837352 2020-06-16 00:38:32.197: INFO @log_variables: valid body_fp mean: 1.274606 2020-06-16 00:38:32.197: INFO @log_variables: valid body_fn mean: 1.174705 2020-06-16 00:38:32.197: INFO @log_variables: valid body_box_precision mean: 0.820804 2020-06-16 00:38:32.197: INFO @log_variables: valid loss mean: 1.490127 2020-06-16 00:38:32.197: INFO @log_variables: valid localisation_loss mean: 1.216968 2020-06-16 00:38:32.197: INFO @log_variables: valid classification_loss mean: 0.759947 2020-06-16 00:38:32.197: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 00:38:32.337: INFO @save : Model saved to: ./log/DetectionBodyFace-overheadAll-headCovered/model_best.ckpt 2020-06-16 00:38:32.348: INFO @log_profile : T plain_train: 343.949255 2020-06-16 00:38:32.349: INFO @log_profile : T valid: 19.903198 2020-06-16 00:38:32.349: INFO @log_profile : T read data: 10.799268 2020-06-16 00:38:32.349: INFO @log_profile : T hooks: 27.656974 2020-06-16 00:38:32.349: INFO @main_loop : Epoch 24 done 2020-06-16 00:38:32.349: INFO @main_loop : Training epoch 25 2020-06-16 00:45:16.632: INFO @decay_lr : LR updated to `8.8222034e-05` 2020-06-16 00:45:16.647: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 00:45:16.648: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 00:45:16.648: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 00:45:16.648: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 00:45:16.648: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 00:45:16.648: INFO @log_variables: plain_train face_box_recall mean: nan 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INFO @log_variables: valid box_precision mean: 0.760707 2020-06-16 00:45:16.649: INFO @log_variables: valid face_box_f1 mean: 0.465642 2020-06-16 00:45:16.649: INFO @log_variables: valid body_box_f1 mean: 0.814764 2020-06-16 00:45:16.649: INFO @log_variables: valid face_box_recall mean: 0.513091 2020-06-16 00:45:16.649: INFO @log_variables: valid body_box_recall mean: 0.834788 2020-06-16 00:45:16.649: INFO @log_variables: valid face_box_precision mean: 0.455810 2020-06-16 00:45:16.649: INFO @log_variables: valid face_fp mean: 1.069144 2020-06-16 00:45:16.649: INFO @log_variables: valid face_fn mean: 0.815699 2020-06-16 00:45:16.649: INFO @log_variables: valid body_fp mean: 1.240650 2020-06-16 00:45:16.649: INFO @log_variables: valid body_fn mean: 1.204478 2020-06-16 00:45:16.649: INFO @log_variables: valid body_box_precision mean: 0.823051 2020-06-16 00:45:16.649: INFO @log_variables: valid loss mean: 1.508489 2020-06-16 00:45:16.649: INFO @log_variables: valid localisation_loss mean: 1.240819 2020-06-16 00:45:16.649: INFO @log_variables: valid classification_loss mean: 0.763998 2020-06-16 00:45:16.649: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 00:45:16.652: INFO @log_profile : T plain_train: 343.801650 2020-06-16 00:45:16.652: INFO @log_profile : T valid: 20.151392 2020-06-16 00:45:16.652: INFO @log_profile : T read data: 10.774121 2020-06-16 00:45:16.652: INFO @log_profile : T hooks: 27.553744 2020-06-16 00:45:16.652: INFO @main_loop : Epoch 25 done 2020-06-16 00:45:16.653: INFO @main_loop : Training epoch 26 2020-06-16 00:52:01.253: INFO @decay_lr : LR updated to `8.778092e-05` 2020-06-16 00:52:01.268: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 00:52:01.268: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 00:52:01.268: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 00:52:01.268: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 00:52:01.268: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 00:52:01.268: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 00:52:01.268: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 00:52:01.268: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 00:52:01.268: INFO @log_variables: plain_train face_fp mean: nan 2020-06-16 00:52:01.268: INFO @log_variables: plain_train face_fn mean: nan 2020-06-16 00:52:01.268: INFO @log_variables: plain_train body_fp mean: nan 2020-06-16 00:52:01.268: INFO @log_variables: plain_train body_fn mean: nan 2020-06-16 00:52:01.268: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-16 00:52:01.269: INFO @log_variables: plain_train loss mean: 1.581400 2020-06-16 00:52:01.269: INFO @log_variables: plain_train localisation_loss mean: 1.262527 2020-06-16 00:52:01.269: INFO @log_variables: plain_train classification_loss mean: 0.823883 2020-06-16 00:52:01.269: INFO @log_variables: valid box_f1 mean: 0.760171 2020-06-16 00:52:01.269: INFO @log_variables: valid box_recall mean: 0.807738 2020-06-16 00:52:01.269: INFO @log_variables: valid box_precision mean: 0.742359 2020-06-16 00:52:01.269: INFO @log_variables: valid face_box_f1 mean: 0.459762 2020-06-16 00:52:01.269: INFO @log_variables: valid body_box_f1 mean: 0.810144 2020-06-16 00:52:01.269: INFO @log_variables: valid face_box_recall mean: 0.517271 2020-06-16 00:52:01.269: INFO @log_variables: valid body_box_recall mean: 0.842078 2020-06-16 00:52:01.269: INFO @log_variables: valid face_box_precision mean: 0.441616 2020-06-16 00:52:01.269: INFO @log_variables: valid face_fp mean: 1.205955 2020-06-16 00:52:01.269: INFO @log_variables: valid face_fn mean: 0.793553 2020-06-16 00:52:01.269: INFO @log_variables: valid body_fp mean: 1.399606 2020-06-16 00:52:01.269: INFO @log_variables: valid body_fn mean: 1.147884 2020-06-16 00:52:01.269: INFO @log_variables: valid body_box_precision mean: 0.807720 2020-06-16 00:52:01.269: INFO @log_variables: valid loss mean: 1.510708 2020-06-16 00:52:01.269: INFO @log_variables: valid localisation_loss mean: 1.247844 2020-06-16 00:52:01.269: INFO @log_variables: valid classification_loss mean: 0.762002 2020-06-16 00:52:01.269: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 00:52:01.272: INFO @log_profile : T plain_train: 343.622165 2020-06-16 00:52:01.272: INFO @log_profile : T valid: 19.976311 2020-06-16 00:52:01.273: INFO @log_profile : T read data: 11.005201 2020-06-16 00:52:01.273: INFO @log_profile : T hooks: 27.977191 2020-06-16 00:52:01.273: INFO @main_loop : Epoch 26 done 2020-06-16 00:52:01.273: INFO @main_loop : Training epoch 27 2020-06-16 00:58:46.451: INFO @decay_lr : LR updated to `8.7342014e-05` 2020-06-16 00:58:46.467: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 00:58:46.467: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 00:58:46.467: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 00:58:46.467: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 00:58:46.467: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 00:58:46.467: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 00:58:46.467: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 00:58:46.467: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 00:58:46.467: INFO @log_variables: plain_train face_fp mean: nan 2020-06-16 00:58:46.467: INFO @log_variables: plain_train face_fn mean: nan 2020-06-16 00:58:46.467: INFO @log_variables: plain_train body_fp mean: nan 2020-06-16 00:58:46.467: INFO @log_variables: plain_train body_fn mean: nan 2020-06-16 00:58:46.467: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-16 00:58:46.467: INFO @log_variables: plain_train loss mean: 1.569370 2020-06-16 00:58:46.467: INFO @log_variables: plain_train localisation_loss mean: 1.251561 2020-06-16 00:58:46.467: INFO @log_variables: plain_train classification_loss mean: 0.818433 2020-06-16 00:58:46.467: INFO @log_variables: valid box_f1 mean: 0.763132 2020-06-16 00:58:46.468: INFO @log_variables: valid box_recall mean: 0.807275 2020-06-16 00:58:46.468: INFO @log_variables: valid box_precision mean: 0.746606 2020-06-16 00:58:46.468: INFO @log_variables: valid face_box_f1 mean: 0.456224 2020-06-16 00:58:46.468: INFO @log_variables: valid body_box_f1 mean: 0.815639 2020-06-16 00:58:46.468: INFO @log_variables: valid face_box_recall mean: 0.514501 2020-06-16 00:58:46.468: INFO @log_variables: valid body_box_recall mean: 0.843056 2020-06-16 00:58:46.468: INFO @log_variables: valid face_box_precision mean: 0.438495 2020-06-16 00:58:46.468: INFO @log_variables: valid face_fp mean: 1.240157 2020-06-16 00:58:46.468: INFO @log_variables: valid face_fn mean: 0.806102 2020-06-16 00:58:46.468: INFO @log_variables: valid body_fp mean: 1.319390 2020-06-16 00:58:46.468: INFO @log_variables: valid body_fn mean: 1.150837 2020-06-16 00:58:46.468: INFO @log_variables: valid body_box_precision mean: 0.816294 2020-06-16 00:58:46.468: INFO @log_variables: valid loss mean: 1.500585 2020-06-16 00:58:46.468: INFO @log_variables: valid localisation_loss mean: 1.245732 2020-06-16 00:58:46.468: INFO @log_variables: valid classification_loss mean: 0.753146 2020-06-16 00:58:46.468: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 00:58:46.471: INFO @log_profile : T plain_train: 343.636439 2020-06-16 00:58:46.471: INFO @log_profile : T valid: 20.400813 2020-06-16 00:58:46.471: INFO @log_profile : T read data: 10.817658 2020-06-16 00:58:46.471: INFO @log_profile : T hooks: 28.317914 2020-06-16 00:58:46.471: INFO @main_loop : Epoch 27 done 2020-06-16 00:58:46.472: INFO @main_loop : Training epoch 28 2020-06-16 01:05:32.798: INFO @decay_lr : LR updated to `8.6905304e-05` 2020-06-16 01:05:32.815: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 01:05:32.815: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 01:05:32.815: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 01:05:32.815: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 01:05:32.815: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 01:05:32.815: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 01:05:32.815: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 01:05:32.815: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 01:05:32.815: INFO @log_variables: plain_train face_fp mean: nan 2020-06-16 01:05:32.815: INFO @log_variables: plain_train face_fn mean: nan 2020-06-16 01:05:32.815: INFO @log_variables: plain_train body_fp mean: nan 2020-06-16 01:05:32.815: INFO @log_variables: plain_train body_fn mean: nan 2020-06-16 01:05:32.815: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-16 01:05:32.815: INFO @log_variables: plain_train loss mean: 1.570792 2020-06-16 01:05:32.815: INFO @log_variables: plain_train localisation_loss mean: 1.257184 2020-06-16 01:05:32.815: INFO @log_variables: plain_train classification_loss mean: 0.816482 2020-06-16 01:05:32.815: INFO @log_variables: valid box_f1 mean: 0.762461 2020-06-16 01:05:32.816: INFO @log_variables: valid box_recall mean: 0.819723 2020-06-16 01:05:32.816: INFO @log_variables: valid box_precision mean: 0.735452 2020-06-16 01:05:32.816: INFO @log_variables: valid face_box_f1 mean: 0.458813 2020-06-16 01:05:32.816: INFO @log_variables: valid body_box_f1 mean: 0.810780 2020-06-16 01:05:32.816: INFO @log_variables: valid face_box_recall mean: 0.510195 2020-06-16 01:05:32.816: INFO @log_variables: valid body_box_recall mean: 0.857969 2020-06-16 01:05:32.816: INFO @log_variables: valid face_box_precision mean: 0.445048 2020-06-16 01:05:32.816: INFO @log_variables: valid face_fp mean: 1.166339 2020-06-16 01:05:32.816: INFO @log_variables: valid face_fn mean: 0.814469 2020-06-16 01:05:32.816: INFO @log_variables: valid body_fp mean: 1.580709 2020-06-16 01:05:32.816: INFO @log_variables: valid body_fn mean: 1.030512 2020-06-16 01:05:32.816: INFO @log_variables: valid body_box_precision mean: 0.794479 2020-06-16 01:05:32.816: INFO @log_variables: valid loss mean: 1.475866 2020-06-16 01:05:32.816: INFO @log_variables: valid localisation_loss mean: 1.214785 2020-06-16 01:05:32.816: INFO @log_variables: valid classification_loss mean: 0.746995 2020-06-16 01:05:32.816: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 01:05:32.819: INFO @log_profile : T plain_train: 344.075746 2020-06-16 01:05:32.819: INFO @log_profile : T valid: 20.422398 2020-06-16 01:05:32.819: INFO @log_profile : T read data: 11.012422 2020-06-16 01:05:32.819: INFO @log_profile : T hooks: 28.790632 2020-06-16 01:05:32.819: INFO @main_loop : Epoch 28 done 2020-06-16 01:05:32.819: INFO @main_loop : Training epoch 29 2020-06-16 01:12:18.340: INFO @decay_lr : LR updated to `8.6470776e-05` 2020-06-16 01:12:18.355: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 01:12:18.356: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 01:12:18.356: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 01:12:18.356: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 01:12:18.356: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 01:12:18.356: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 01:12:18.356: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 01:12:18.356: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 01:12:18.356: INFO @log_variables: plain_train face_fp mean: nan 2020-06-16 01:12:18.356: INFO @log_variables: plain_train face_fn mean: nan 2020-06-16 01:12:18.356: INFO @log_variables: plain_train body_fp mean: nan 2020-06-16 01:12:18.356: INFO @log_variables: plain_train body_fn mean: nan 2020-06-16 01:12:18.356: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-16 01:12:18.356: INFO @log_variables: plain_train loss mean: 1.567490 2020-06-16 01:12:18.356: INFO @log_variables: plain_train localisation_loss mean: 1.253571 2020-06-16 01:12:18.356: INFO @log_variables: plain_train classification_loss mean: 0.815347 2020-06-16 01:12:18.356: INFO @log_variables: valid box_f1 mean: 0.762619 2020-06-16 01:12:18.356: INFO @log_variables: valid box_recall mean: 0.816437 2020-06-16 01:12:18.356: INFO @log_variables: valid box_precision mean: 0.738710 2020-06-16 01:12:18.356: INFO @log_variables: valid face_box_f1 mean: 0.462857 2020-06-16 01:12:18.356: INFO @log_variables: valid body_box_f1 mean: 0.815427 2020-06-16 01:12:18.357: INFO @log_variables: valid face_box_recall mean: 0.534440 2020-06-16 01:12:18.357: INFO @log_variables: valid body_box_recall mean: 0.846879 2020-06-16 01:12:18.357: INFO @log_variables: valid face_box_precision mean: 0.437363 2020-06-16 01:12:18.357: INFO @log_variables: valid face_fp mean: 1.333661 2020-06-16 01:12:18.357: INFO @log_variables: valid face_fn mean: 0.748278 2020-06-16 01:12:18.357: INFO @log_variables: valid body_fp mean: 1.366634 2020-06-16 01:12:18.357: INFO @log_variables: valid body_fn mean: 1.107283 2020-06-16 01:12:18.357: INFO @log_variables: valid body_box_precision mean: 0.812669 2020-06-16 01:12:18.357: INFO @log_variables: valid loss mean: 1.483962 2020-06-16 01:12:18.357: INFO @log_variables: valid localisation_loss mean: 1.225472 2020-06-16 01:12:18.357: INFO @log_variables: valid classification_loss mean: 0.748679 2020-06-16 01:12:18.357: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 01:12:18.360: INFO @log_profile : T plain_train: 344.031265 2020-06-16 01:12:18.360: INFO @log_profile : T valid: 20.371669 2020-06-16 01:12:18.360: INFO @log_profile : T read data: 10.843037 2020-06-16 01:12:18.360: INFO @log_profile : T hooks: 28.271471 2020-06-16 01:12:18.360: INFO @main_loop : Epoch 29 done 2020-06-16 01:12:18.360: INFO @main_loop : Training epoch 30 2020-06-16 01:19:03.453: INFO @decay_lr : LR updated to `8.6038424e-05` 2020-06-16 01:19:03.468: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 01:19:03.468: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 01:19:03.468: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 01:19:03.468: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 01:19:03.468: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 01:19:03.468: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 01:19:03.468: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 01:19:03.468: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 01:19:03.468: INFO @log_variables: plain_train face_fp mean: nan 2020-06-16 01:19:03.468: INFO @log_variables: plain_train face_fn mean: nan 2020-06-16 01:19:03.468: INFO @log_variables: plain_train body_fp mean: nan 2020-06-16 01:19:03.468: INFO @log_variables: plain_train body_fn mean: nan 2020-06-16 01:19:03.468: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-16 01:19:03.468: INFO @log_variables: plain_train loss mean: 1.551555 2020-06-16 01:19:03.468: INFO @log_variables: plain_train localisation_loss mean: 1.240246 2020-06-16 01:19:03.468: INFO @log_variables: plain_train classification_loss mean: 0.807407 2020-06-16 01:19:03.469: INFO @log_variables: valid box_f1 mean: 0.774534 2020-06-16 01:19:03.469: INFO @log_variables: valid box_recall mean: 0.810729 2020-06-16 01:19:03.469: INFO @log_variables: valid box_precision mean: 0.765687 2020-06-16 01:19:03.469: INFO @log_variables: valid face_box_f1 mean: 0.476428 2020-06-16 01:19:03.469: INFO @log_variables: valid body_box_f1 mean: 0.822483 2020-06-16 01:19:03.469: INFO @log_variables: valid face_box_recall mean: 0.533900 2020-06-16 01:19:03.469: INFO @log_variables: valid body_box_recall mean: 0.839064 2020-06-16 01:19:03.469: INFO @log_variables: valid face_box_precision mean: 0.459298 2020-06-16 01:19:03.469: INFO @log_variables: valid face_fp mean: 1.174213 2020-06-16 01:19:03.469: INFO @log_variables: valid face_fn mean: 0.765748 2020-06-16 01:19:03.469: INFO @log_variables: valid body_fp mean: 1.184055 2020-06-16 01:19:03.469: INFO @log_variables: valid body_fn mean: 1.172982 2020-06-16 01:19:03.469: INFO @log_variables: valid body_box_precision mean: 0.833266 2020-06-16 01:19:03.469: INFO @log_variables: valid loss mean: 1.477927 2020-06-16 01:19:03.469: INFO @log_variables: valid localisation_loss mean: 1.206403 2020-06-16 01:19:03.469: INFO @log_variables: valid classification_loss mean: 0.754085 2020-06-16 01:19:03.469: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 01:19:03.613: INFO @save : Model saved to: ./log/DetectionBodyFace-overheadAll-headCovered/model_best.ckpt 2020-06-16 01:19:03.625: INFO @log_profile : T plain_train: 343.857434 2020-06-16 01:19:03.625: INFO @log_profile : T valid: 20.039730 2020-06-16 01:19:03.625: INFO @log_profile : T read data: 10.982249 2020-06-16 01:19:03.625: INFO @log_profile : T hooks: 28.353724 2020-06-16 01:19:03.625: INFO @main_loop : Epoch 30 done 2020-06-16 01:19:03.625: INFO @main_loop : Training epoch 31 2020-06-16 01:25:48.972: INFO @decay_lr : LR updated to `8.560823e-05` 2020-06-16 01:25:48.988: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 01:25:48.988: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 01:25:48.988: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 01:25:48.988: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 01:25:48.988: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 01:25:48.988: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 01:25:48.988: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 01:25:48.988: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 01:25:48.988: INFO @log_variables: plain_train face_fp mean: nan 2020-06-16 01:25:48.988: INFO @log_variables: plain_train face_fn mean: nan 2020-06-16 01:25:48.989: INFO @log_variables: plain_train body_fp mean: nan 2020-06-16 01:25:48.989: INFO @log_variables: plain_train body_fn mean: nan 2020-06-16 01:25:48.989: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-16 01:25:48.989: INFO @log_variables: plain_train loss mean: 1.561664 2020-06-16 01:25:48.989: INFO @log_variables: plain_train localisation_loss mean: 1.250612 2020-06-16 01:25:48.989: INFO @log_variables: plain_train classification_loss mean: 0.811297 2020-06-16 01:25:48.989: INFO @log_variables: valid box_f1 mean: 0.768976 2020-06-16 01:25:48.989: INFO @log_variables: valid box_recall mean: 0.809024 2020-06-16 01:25:48.989: INFO @log_variables: valid box_precision mean: 0.756893 2020-06-16 01:25:48.989: INFO @log_variables: valid face_box_f1 mean: 0.469842 2020-06-16 01:25:48.989: INFO @log_variables: valid body_box_f1 mean: 0.822549 2020-06-16 01:25:48.989: INFO @log_variables: valid face_box_recall mean: 0.534776 2020-06-16 01:25:48.989: INFO @log_variables: valid body_box_recall mean: 0.836955 2020-06-16 01:25:48.989: INFO @log_variables: valid face_box_precision mean: 0.447975 2020-06-16 01:25:48.989: INFO @log_variables: valid face_fp mean: 1.263780 2020-06-16 01:25:48.989: INFO @log_variables: valid face_fn mean: 0.749754 2020-06-16 01:25:48.989: INFO @log_variables: valid body_fp mean: 1.149114 2020-06-16 01:25:48.989: INFO @log_variables: valid body_fn mean: 1.179626 2020-06-16 01:25:48.989: INFO @log_variables: valid body_box_precision mean: 0.835101 2020-06-16 01:25:48.989: INFO @log_variables: valid loss mean: 1.472359 2020-06-16 01:25:48.989: INFO @log_variables: valid localisation_loss mean: 1.208855 2020-06-16 01:25:48.990: INFO @log_variables: valid classification_loss mean: 0.747046 2020-06-16 01:25:48.990: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 01:25:48.992: INFO @log_profile : T plain_train: 344.018934 2020-06-16 01:25:48.992: INFO @log_profile : T valid: 20.285912 2020-06-16 01:25:48.993: INFO @log_profile : T read data: 10.938150 2020-06-16 01:25:48.993: INFO @log_profile : T hooks: 28.081578 2020-06-16 01:25:48.993: INFO @main_loop : Epoch 31 done 2020-06-16 01:25:48.993: INFO @main_loop : Training epoch 32 2020-06-16 01:32:34.278: INFO @decay_lr : LR updated to `8.518019e-05` 2020-06-16 01:32:34.294: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 01:32:34.294: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 01:32:34.294: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 01:32:34.294: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 01:32:34.294: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 01:32:34.294: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 01:32:34.294: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 01:32:34.294: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 01:32:34.294: INFO @log_variables: plain_train face_fp mean: nan 2020-06-16 01:32:34.295: INFO @log_variables: plain_train face_fn mean: nan 2020-06-16 01:32:34.295: INFO @log_variables: plain_train body_fp mean: nan 2020-06-16 01:32:34.295: INFO @log_variables: plain_train body_fn mean: nan 2020-06-16 01:32:34.295: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-16 01:32:34.295: INFO @log_variables: plain_train loss mean: 1.545583 2020-06-16 01:32:34.295: INFO @log_variables: plain_train localisation_loss mean: 1.236978 2020-06-16 01:32:34.295: INFO @log_variables: plain_train classification_loss mean: 0.803396 2020-06-16 01:32:34.295: INFO @log_variables: valid box_f1 mean: 0.775649 2020-06-16 01:32:34.295: INFO @log_variables: valid box_recall mean: 0.806486 2020-06-16 01:32:34.295: INFO @log_variables: valid box_precision mean: 0.771414 2020-06-16 01:32:34.295: INFO @log_variables: valid face_box_f1 mean: 0.474554 2020-06-16 01:32:34.295: INFO @log_variables: valid body_box_f1 mean: 0.821747 2020-06-16 01:32:34.295: INFO @log_variables: valid face_box_recall mean: 0.521162 2020-06-16 01:32:34.295: INFO @log_variables: valid body_box_recall mean: 0.838535 2020-06-16 01:32:34.295: INFO @log_variables: valid face_box_precision mean: 0.465655 2020-06-16 01:32:34.295: INFO @log_variables: valid face_fp mean: 1.033957 2020-06-16 01:32:34.295: INFO @log_variables: valid face_fn mean: 0.785187 2020-06-16 01:32:34.295: INFO @log_variables: valid body_fp mean: 1.190699 2020-06-16 01:32:34.296: INFO @log_variables: valid body_fn mean: 1.170768 2020-06-16 01:32:34.296: INFO @log_variables: valid body_box_precision mean: 0.832425 2020-06-16 01:32:34.296: INFO @log_variables: valid loss mean: 1.469166 2020-06-16 01:32:34.296: INFO @log_variables: valid localisation_loss mean: 1.202210 2020-06-16 01:32:34.296: INFO @log_variables: valid classification_loss mean: 0.747840 2020-06-16 01:32:34.296: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 01:32:34.434: INFO @save : Model saved to: ./log/DetectionBodyFace-overheadAll-headCovered/model_best.ckpt 2020-06-16 01:32:34.447: INFO @log_profile : T plain_train: 344.436959 2020-06-16 01:32:34.447: INFO @log_profile : T valid: 20.153922 2020-06-16 01:32:34.447: INFO @log_profile : T read data: 10.948510 2020-06-16 01:32:34.447: INFO @log_profile : T hooks: 27.886802 2020-06-16 01:32:34.447: INFO @main_loop : Epoch 32 done 2020-06-16 01:32:34.447: INFO @main_loop : Training epoch 33 2020-06-16 01:39:19.229: INFO @decay_lr : LR updated to `8.475429e-05` 2020-06-16 01:39:19.244: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 01:39:19.244: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 01:39:19.244: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 01:39:19.244: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 01:39:19.244: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 01:39:19.244: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 01:39:19.244: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 01:39:19.244: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 01:39:19.244: INFO @log_variables: plain_train face_fp mean: nan 2020-06-16 01:39:19.244: INFO @log_variables: plain_train face_fn mean: nan 2020-06-16 01:39:19.244: INFO @log_variables: plain_train body_fp mean: nan 2020-06-16 01:39:19.244: INFO @log_variables: plain_train body_fn mean: nan 2020-06-16 01:39:19.245: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-16 01:39:19.245: INFO @log_variables: plain_train loss mean: 1.537830 2020-06-16 01:39:19.245: INFO @log_variables: plain_train localisation_loss mean: 1.232237 2020-06-16 01:39:19.245: INFO @log_variables: plain_train classification_loss mean: 0.798488 2020-06-16 01:39:19.245: INFO @log_variables: valid box_f1 mean: 0.763972 2020-06-16 01:39:19.245: INFO @log_variables: valid box_recall mean: 0.814582 2020-06-16 01:39:19.245: INFO @log_variables: valid box_precision mean: 0.743159 2020-06-16 01:39:19.245: INFO @log_variables: valid face_box_f1 mean: 0.467703 2020-06-16 01:39:19.245: INFO @log_variables: valid body_box_f1 mean: 0.813376 2020-06-16 01:39:19.245: INFO @log_variables: valid face_box_recall mean: 0.529290 2020-06-16 01:39:19.245: INFO @log_variables: valid body_box_recall mean: 0.844858 2020-06-16 01:39:19.245: INFO @log_variables: valid face_box_precision mean: 0.447446 2020-06-16 01:39:19.245: INFO @log_variables: valid face_fp mean: 1.227854 2020-06-16 01:39:19.245: INFO @log_variables: valid face_fn mean: 0.766486 2020-06-16 01:39:19.245: INFO @log_variables: valid body_fp mean: 1.358760 2020-06-16 01:39:19.245: INFO @log_variables: valid body_fn mean: 1.129675 2020-06-16 01:39:19.245: INFO @log_variables: valid body_box_precision mean: 0.811127 2020-06-16 01:39:19.245: INFO @log_variables: valid loss mean: 1.468538 2020-06-16 01:39:19.245: INFO @log_variables: valid localisation_loss mean: 1.222189 2020-06-16 01:39:19.245: INFO @log_variables: valid classification_loss mean: 0.735224 2020-06-16 01:39:19.246: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 01:39:19.248: INFO @log_profile : T plain_train: 343.694261 2020-06-16 01:39:19.248: INFO @log_profile : T valid: 20.159507 2020-06-16 01:39:19.249: INFO @log_profile : T read data: 10.771361 2020-06-16 01:39:19.249: INFO @log_profile : T hooks: 28.144096 2020-06-16 01:39:19.249: INFO @main_loop : Epoch 33 done 2020-06-16 01:39:19.249: INFO @main_loop : Training epoch 34 2020-06-16 01:46:03.988: INFO @decay_lr : LR updated to `8.433052e-05` 2020-06-16 01:46:04.003: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 01:46:04.003: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 01:46:04.003: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 01:46:04.004: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 01:46:04.004: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 01:46:04.004: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 01:46:04.004: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 01:46:04.004: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 01:46:04.004: INFO @log_variables: plain_train face_fp mean: nan 2020-06-16 01:46:04.004: INFO @log_variables: plain_train face_fn mean: nan 2020-06-16 01:46:04.004: INFO @log_variables: plain_train body_fp mean: nan 2020-06-16 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@log_variables: valid face_box_precision mean: 0.465958 2020-06-16 01:46:04.005: INFO @log_variables: valid face_fp mean: 1.085384 2020-06-16 01:46:04.005: INFO @log_variables: valid face_fn mean: 0.771161 2020-06-16 01:46:04.005: INFO @log_variables: valid body_fp mean: 1.151821 2020-06-16 01:46:04.005: INFO @log_variables: valid body_fn mean: 1.205955 2020-06-16 01:46:04.005: INFO @log_variables: valid body_box_precision mean: 0.834651 2020-06-16 01:46:04.005: INFO @log_variables: valid loss mean: 1.489931 2020-06-16 01:46:04.005: INFO @log_variables: valid localisation_loss mean: 1.236290 2020-06-16 01:46:04.005: INFO @log_variables: valid classification_loss mean: 0.748157 2020-06-16 01:46:04.005: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 01:46:04.008: INFO @log_profile : T plain_train: 344.146503 2020-06-16 01:46:04.008: INFO @log_profile : T valid: 20.101748 2020-06-16 01:46:04.008: INFO @log_profile : T read data: 10.885948 2020-06-16 01:46:04.008: INFO @log_profile : T hooks: 27.589077 2020-06-16 01:46:04.008: INFO @main_loop : Epoch 34 done 2020-06-16 01:46:04.008: INFO @main_loop : Training epoch 35 2020-06-16 01:52:49.164: INFO @decay_lr : LR updated to `8.390887e-05` 2020-06-16 01:52:49.180: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 01:52:49.180: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 01:52:49.180: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 01:52:49.180: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 01:52:49.180: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 01:52:49.180: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 01:52:49.180: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 01:52:49.180: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 01:52:49.180: INFO @log_variables: plain_train face_fp mean: nan 2020-06-16 01:52:49.180: INFO @log_variables: plain_train face_fn mean: nan 2020-06-16 01:52:49.181: INFO @log_variables: plain_train body_fp mean: nan 2020-06-16 01:52:49.181: INFO @log_variables: plain_train body_fn mean: nan 2020-06-16 01:52:49.181: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-16 01:52:49.181: INFO @log_variables: plain_train loss mean: 1.531451 2020-06-16 01:52:49.181: INFO @log_variables: plain_train localisation_loss mean: 1.228965 2020-06-16 01:52:49.181: INFO @log_variables: plain_train classification_loss mean: 0.794072 2020-06-16 01:52:49.181: INFO @log_variables: valid box_f1 mean: 0.771458 2020-06-16 01:52:49.181: INFO @log_variables: valid box_recall mean: 0.817050 2020-06-16 01:52:49.181: INFO @log_variables: valid box_precision mean: 0.754293 2020-06-16 01:52:49.181: INFO @log_variables: valid face_box_f1 mean: 0.469847 2020-06-16 01:52:49.181: INFO @log_variables: valid body_box_f1 mean: 0.815155 2020-06-16 01:52:49.181: INFO @log_variables: valid face_box_recall mean: 0.514235 2020-06-16 01:52:49.181: INFO @log_variables: valid body_box_recall mean: 0.853768 2020-06-16 01:52:49.181: INFO @log_variables: valid face_box_precision mean: 0.461359 2020-06-16 01:52:49.181: INFO @log_variables: valid face_fp mean: 1.027805 2020-06-16 01:52:49.181: INFO @log_variables: valid face_fn mean: 0.812008 2020-06-16 01:52:49.181: INFO @log_variables: valid body_fp mean: 1.456939 2020-06-16 01:52:49.181: INFO @log_variables: valid body_fn mean: 1.052904 2020-06-16 01:52:49.181: INFO @log_variables: valid body_box_precision mean: 0.806621 2020-06-16 01:52:49.181: INFO @log_variables: valid loss mean: 1.464248 2020-06-16 01:52:49.182: INFO @log_variables: valid localisation_loss mean: 1.213674 2020-06-16 01:52:49.182: INFO @log_variables: valid classification_loss mean: 0.736043 2020-06-16 01:52:49.182: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 01:52:49.185: INFO @log_profile : T plain_train: 343.946303 2020-06-16 01:52:49.185: INFO @log_profile : T valid: 20.216767 2020-06-16 01:52:49.185: INFO @log_profile : T read data: 10.940034 2020-06-16 01:52:49.185: INFO @log_profile : T hooks: 28.040218 2020-06-16 01:52:49.185: INFO @main_loop : Epoch 35 done 2020-06-16 01:52:49.185: INFO @main_loop : Training epoch 36 2020-06-16 01:59:33.499: INFO @decay_lr : LR updated to `8.348932e-05` 2020-06-16 01:59:33.514: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 01:59:33.514: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 01:59:33.514: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 01:59:33.514: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 01:59:33.514: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 01:59:33.514: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 01:59:33.514: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 01:59:33.515: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 01:59:33.515: INFO @log_variables: plain_train face_fp mean: nan 2020-06-16 01:59:33.515: INFO @log_variables: plain_train face_fn mean: nan 2020-06-16 01:59:33.515: INFO @log_variables: plain_train body_fp mean: nan 2020-06-16 01:59:33.515: INFO @log_variables: plain_train body_fn mean: nan 2020-06-16 01:59:33.515: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-16 01:59:33.515: INFO @log_variables: plain_train loss mean: 1.530759 2020-06-16 01:59:33.515: INFO @log_variables: plain_train localisation_loss mean: 1.226210 2020-06-16 01:59:33.515: INFO @log_variables: plain_train classification_loss mean: 0.795033 2020-06-16 01:59:33.515: INFO @log_variables: valid box_f1 mean: 0.774802 2020-06-16 01:59:33.515: INFO @log_variables: valid box_recall mean: 0.809804 2020-06-16 01:59:33.515: INFO @log_variables: valid box_precision mean: 0.766932 2020-06-16 01:59:33.515: INFO @log_variables: valid face_box_f1 mean: 0.478090 2020-06-16 01:59:33.515: INFO @log_variables: valid body_box_f1 mean: 0.819471 2020-06-16 01:59:33.515: INFO @log_variables: valid face_box_recall mean: 0.524881 2020-06-16 01:59:33.515: INFO @log_variables: valid body_box_recall mean: 0.842398 2020-06-16 01:59:33.515: INFO @log_variables: valid face_box_precision mean: 0.468595 2020-06-16 01:59:33.515: INFO @log_variables: valid face_fp mean: 1.059055 2020-06-16 01:59:33.515: INFO @log_variables: valid face_fn mean: 0.781742 2020-06-16 01:59:33.515: INFO @log_variables: valid body_fp mean: 1.231545 2020-06-16 01:59:33.516: INFO @log_variables: valid body_fn mean: 1.151329 2020-06-16 01:59:33.516: INFO @log_variables: valid body_box_precision mean: 0.824849 2020-06-16 01:59:33.516: INFO @log_variables: valid loss mean: 1.465450 2020-06-16 01:59:33.516: INFO @log_variables: valid localisation_loss mean: 1.199166 2020-06-16 01:59:33.516: INFO @log_variables: valid classification_loss mean: 0.745950 2020-06-16 01:59:33.516: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 01:59:33.519: INFO @log_profile : T plain_train: 343.620551 2020-06-16 01:59:33.519: INFO @log_profile : T valid: 20.186217 2020-06-16 01:59:33.519: INFO @log_profile : T read data: 10.811343 2020-06-16 01:59:33.519: INFO @log_profile : T hooks: 27.679076 2020-06-16 01:59:33.519: INFO @main_loop : Epoch 36 done 2020-06-16 01:59:33.519: INFO @main_loop : Training epoch 37 2020-06-16 02:06:18.756: INFO @decay_lr : LR updated to `8.307188e-05` 2020-06-16 02:06:18.771: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 02:06:18.772: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 02:06:18.772: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 02:06:18.772: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 02:06:18.772: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 02:06:18.772: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 02:06:18.772: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 02:06:18.772: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 02:06:18.772: INFO @log_variables: plain_train face_fp mean: nan 2020-06-16 02:06:18.772: INFO @log_variables: plain_train face_fn mean: nan 2020-06-16 02:06:18.772: INFO @log_variables: plain_train body_fp mean: nan 2020-06-16 02:06:18.772: INFO @log_variables: plain_train body_fn mean: nan 2020-06-16 02:06:18.772: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-16 02:06:18.772: INFO @log_variables: plain_train loss mean: 1.524333 2020-06-16 02:06:18.772: INFO @log_variables: plain_train localisation_loss mean: 1.221458 2020-06-16 02:06:18.772: INFO @log_variables: plain_train classification_loss mean: 0.791458 2020-06-16 02:06:18.772: INFO @log_variables: valid box_f1 mean: 0.781120 2020-06-16 02:06:18.772: INFO @log_variables: valid box_recall mean: 0.810031 2020-06-16 02:06:18.772: INFO @log_variables: valid box_precision mean: 0.778412 2020-06-16 02:06:18.772: INFO @log_variables: valid face_box_f1 mean: 0.478475 2020-06-16 02:06:18.773: INFO @log_variables: valid body_box_f1 mean: 0.823962 2020-06-16 02:06:18.773: INFO @log_variables: valid face_box_recall mean: 0.518270 2020-06-16 02:06:18.773: INFO @log_variables: valid body_box_recall mean: 0.842712 2020-06-16 02:06:18.773: INFO @log_variables: valid face_box_precision mean: 0.473194 2020-06-16 02:06:18.773: INFO @log_variables: valid face_fp mean: 0.956201 2020-06-16 02:06:18.773: INFO @log_variables: valid face_fn mean: 0.794291 2020-06-16 02:06:18.773: INFO @log_variables: valid body_fp mean: 1.193406 2020-06-16 02:06:18.773: INFO @log_variables: valid body_fn mean: 1.133366 2020-06-16 02:06:18.773: INFO @log_variables: valid body_box_precision mean: 0.832380 2020-06-16 02:06:18.773: INFO @log_variables: valid loss mean: 1.458728 2020-06-16 02:06:18.773: INFO @log_variables: valid localisation_loss mean: 1.198572 2020-06-16 02:06:18.773: INFO @log_variables: valid classification_loss mean: 0.739585 2020-06-16 02:06:18.773: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 02:06:18.911: INFO @save : Model saved to: ./log/DetectionBodyFace-overheadAll-headCovered/model_best.ckpt 2020-06-16 02:06:18.923: INFO @log_profile : T plain_train: 344.454857 2020-06-16 02:06:18.923: INFO @log_profile : T valid: 20.230399 2020-06-16 02:06:18.923: INFO @log_profile : T read data: 10.857225 2020-06-16 02:06:18.923: INFO @log_profile : T hooks: 27.822285 2020-06-16 02:06:18.923: INFO @main_loop : Epoch 37 done 2020-06-16 02:06:18.923: INFO @main_loop : Training epoch 38 2020-06-16 02:13:04.362: INFO @decay_lr : LR updated to `8.2656516e-05` 2020-06-16 02:13:04.378: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 02:13:04.378: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 02:13:04.378: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 02:13:04.379: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 02:13:04.379: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 02:13:04.379: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 02:13:04.379: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 02:13:04.379: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 02:13:04.379: INFO @log_variables: plain_train face_fp mean: nan 2020-06-16 02:13:04.379: INFO @log_variables: plain_train face_fn mean: nan 2020-06-16 02:13:04.379: INFO @log_variables: plain_train body_fp mean: nan 2020-06-16 02:13:04.379: INFO @log_variables: plain_train body_fn mean: nan 2020-06-16 02:13:04.379: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-16 02:13:04.379: INFO @log_variables: plain_train loss mean: 1.520515 2020-06-16 02:13:04.379: INFO @log_variables: plain_train localisation_loss mean: 1.217804 2020-06-16 02:13:04.379: INFO @log_variables: plain_train classification_loss mean: 0.789832 2020-06-16 02:13:04.379: INFO @log_variables: valid box_f1 mean: 0.747001 2020-06-16 02:13:04.379: INFO @log_variables: valid box_recall mean: 0.828436 2020-06-16 02:13:04.379: INFO @log_variables: valid box_precision mean: 0.703796 2020-06-16 02:13:04.379: INFO @log_variables: valid face_box_f1 mean: 0.452947 2020-06-16 02:13:04.379: INFO @log_variables: valid body_box_f1 mean: 0.806592 2020-06-16 02:13:04.379: INFO @log_variables: valid face_box_recall mean: 0.550631 2020-06-16 02:13:04.379: INFO @log_variables: valid body_box_recall mean: 0.856241 2020-06-16 02:13:04.380: INFO @log_variables: valid face_box_precision mean: 0.413220 2020-06-16 02:13:04.380: INFO @log_variables: valid face_fp mean: 1.696604 2020-06-16 02:13:04.380: INFO @log_variables: valid face_fn mean: 0.699311 2020-06-16 02:13:04.380: INFO @log_variables: valid body_fp mean: 1.640748 2020-06-16 02:13:04.380: INFO @log_variables: valid body_fn mean: 1.015256 2020-06-16 02:13:04.380: INFO @log_variables: valid body_box_precision mean: 0.788634 2020-06-16 02:13:04.380: INFO @log_variables: valid loss mean: 1.481605 2020-06-16 02:13:04.380: INFO @log_variables: valid localisation_loss mean: 1.201005 2020-06-16 02:13:04.380: INFO @log_variables: valid classification_loss mean: 0.761002 2020-06-16 02:13:04.380: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 02:13:04.383: INFO @log_profile : T plain_train: 343.724756 2020-06-16 02:13:04.383: INFO @log_profile : T valid: 20.148906 2020-06-16 02:13:04.383: INFO @log_profile : T read data: 10.881881 2020-06-16 02:13:04.383: INFO @log_profile : T hooks: 28.679447 2020-06-16 02:13:04.383: INFO @main_loop : Epoch 38 done 2020-06-16 02:13:04.383: INFO @main_loop : Training epoch 39 2020-06-16 02:19:49.515: INFO @decay_lr : LR updated to `8.2243234e-05` 2020-06-16 02:19:49.530: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 02:19:49.530: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 02:19:49.530: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 02:19:49.531: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 02:19:49.531: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 02:19:49.531: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 02:19:49.531: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 02:19:49.531: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 02:19:49.531: INFO @log_variables: plain_train face_fp mean: nan 2020-06-16 02:19:49.531: INFO @log_variables: plain_train face_fn mean: nan 2020-06-16 02:19:49.531: INFO @log_variables: plain_train body_fp mean: nan 2020-06-16 02:19:49.531: INFO @log_variables: plain_train body_fn mean: nan 2020-06-16 02:19:49.531: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-16 02:19:49.531: INFO @log_variables: plain_train loss mean: 1.521945 2020-06-16 02:19:49.531: INFO @log_variables: plain_train localisation_loss mean: 1.221039 2020-06-16 02:19:49.531: INFO @log_variables: plain_train classification_loss mean: 0.789321 2020-06-16 02:19:49.531: INFO @log_variables: valid box_f1 mean: 0.773438 2020-06-16 02:19:49.531: INFO @log_variables: valid box_recall mean: 0.815798 2020-06-16 02:19:49.531: INFO @log_variables: valid box_precision mean: 0.758759 2020-06-16 02:19:49.531: INFO @log_variables: valid face_box_f1 mean: 0.474139 2020-06-16 02:19:49.531: INFO @log_variables: valid body_box_f1 mean: 0.818672 2020-06-16 02:19:49.531: INFO @log_variables: valid face_box_recall mean: 0.525084 2020-06-16 02:19:49.531: INFO @log_variables: valid body_box_recall mean: 0.849529 2020-06-16 02:19:49.532: INFO @log_variables: valid face_box_precision mean: 0.460796 2020-06-16 02:19:49.532: INFO @log_variables: valid face_fp mean: 1.101378 2020-06-16 02:19:49.532: INFO @log_variables: valid face_fn mean: 0.773622 2020-06-16 02:19:49.532: INFO @log_variables: valid body_fp mean: 1.322096 2020-06-16 02:19:49.532: INFO @log_variables: valid body_fn mean: 1.089567 2020-06-16 02:19:49.532: INFO @log_variables: valid body_box_precision mean: 0.815882 2020-06-16 02:19:49.532: INFO @log_variables: valid loss mean: 1.433503 2020-06-16 02:19:49.532: INFO @log_variables: valid localisation_loss mean: 1.174614 2020-06-16 02:19:49.532: INFO @log_variables: valid classification_loss mean: 0.728735 2020-06-16 02:19:49.532: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 02:19:49.535: INFO @log_profile : T plain_train: 344.438998 2020-06-16 02:19:49.535: INFO @log_profile : T valid: 19.921404 2020-06-16 02:19:49.535: INFO @log_profile : T read data: 10.926599 2020-06-16 02:19:49.535: INFO @log_profile : T hooks: 27.832767 2020-06-16 02:19:49.535: INFO @main_loop : Epoch 39 done 2020-06-16 02:19:49.535: INFO @main_loop : Training epoch 40 2020-06-16 02:26:34.708: INFO @decay_lr : LR updated to `8.183202e-05` 2020-06-16 02:26:34.724: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 02:26:34.724: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 02:26:34.724: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 02:26:34.724: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 02:26:34.724: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 02:26:34.724: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 02:26:34.724: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 02:26:34.724: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 02:26:34.724: INFO @log_variables: plain_train face_fp mean: nan 2020-06-16 02:26:34.724: INFO @log_variables: plain_train face_fn mean: nan 2020-06-16 02:26:34.724: INFO @log_variables: plain_train body_fp mean: nan 2020-06-16 02:26:34.724: INFO @log_variables: plain_train body_fn mean: nan 2020-06-16 02:26:34.724: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-16 02:26:34.724: INFO @log_variables: plain_train loss mean: 1.515856 2020-06-16 02:26:34.724: INFO @log_variables: plain_train localisation_loss mean: 1.216620 2020-06-16 02:26:34.724: INFO @log_variables: plain_train classification_loss mean: 0.785884 2020-06-16 02:26:34.725: INFO @log_variables: valid box_f1 mean: 0.771435 2020-06-16 02:26:34.725: INFO @log_variables: valid box_recall mean: 0.814209 2020-06-16 02:26:34.725: INFO @log_variables: valid box_precision mean: 0.756397 2020-06-16 02:26:34.725: INFO @log_variables: valid face_box_f1 mean: 0.466816 2020-06-16 02:26:34.725: INFO @log_variables: valid body_box_f1 mean: 0.823623 2020-06-16 02:26:34.725: INFO @log_variables: valid face_box_recall mean: 0.525539 2020-06-16 02:26:34.725: INFO @log_variables: valid body_box_recall mean: 0.845859 2020-06-16 02:26:34.725: INFO @log_variables: valid face_box_precision mean: 0.447921 2020-06-16 02:26:34.725: INFO @log_variables: valid face_fp mean: 1.233268 2020-06-16 02:26:34.725: INFO @log_variables: valid face_fn mean: 0.773868 2020-06-16 02:26:34.725: INFO @log_variables: valid body_fp mean: 1.214813 2020-06-16 02:26:34.725: INFO @log_variables: valid body_fn mean: 1.121309 2020-06-16 02:26:34.725: INFO @log_variables: valid body_box_precision mean: 0.828395 2020-06-16 02:26:34.725: INFO @log_variables: valid loss mean: 1.451865 2020-06-16 02:26:34.725: INFO @log_variables: valid localisation_loss mean: 1.197109 2020-06-16 02:26:34.725: INFO @log_variables: valid classification_loss mean: 0.733600 2020-06-16 02:26:34.725: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 02:26:34.728: INFO @log_profile : T plain_train: 344.294275 2020-06-16 02:26:34.728: INFO @log_profile : T valid: 20.241481 2020-06-16 02:26:34.728: INFO @log_profile : T read data: 10.865090 2020-06-16 02:26:34.728: INFO @log_profile : T hooks: 27.766022 2020-06-16 02:26:34.728: INFO @main_loop : Epoch 40 done 2020-06-16 02:26:34.728: INFO @main_loop : Training epoch 41 2020-06-16 02:33:19.365: INFO @decay_lr : LR updated to `8.1422855e-05` 2020-06-16 02:33:19.381: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 02:33:19.381: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 02:33:19.381: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 02:33:19.381: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 02:33:19.381: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 02:33:19.381: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 02:33:19.381: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 02:33:19.381: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 02:33:19.381: INFO @log_variables: plain_train face_fp mean: nan 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@log_variables: valid face_box_recall mean: 0.531957 2020-06-16 02:33:19.382: INFO @log_variables: valid body_box_recall mean: 0.835156 2020-06-16 02:33:19.382: INFO @log_variables: valid face_box_precision mean: 0.454626 2020-06-16 02:33:19.382: INFO @log_variables: valid face_fp mean: 1.196358 2020-06-16 02:33:19.382: INFO @log_variables: valid face_fn mean: 0.750738 2020-06-16 02:33:19.382: INFO @log_variables: valid body_fp mean: 1.057825 2020-06-16 02:33:19.382: INFO @log_variables: valid body_fn mean: 1.209646 2020-06-16 02:33:19.382: INFO @log_variables: valid body_box_precision mean: 0.842633 2020-06-16 02:33:19.382: INFO @log_variables: valid loss mean: 1.469127 2020-06-16 02:33:19.382: INFO @log_variables: valid localisation_loss mean: 1.214273 2020-06-16 02:33:19.382: INFO @log_variables: valid classification_loss mean: 0.740564 2020-06-16 02:33:19.382: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 02:33:19.385: INFO @log_profile : T plain_train: 343.570407 2020-06-16 02:33:19.385: INFO @log_profile : T valid: 20.227157 2020-06-16 02:33:19.385: INFO @log_profile : T read data: 10.778367 2020-06-16 02:33:19.385: INFO @log_profile : T hooks: 28.048560 2020-06-16 02:33:19.385: INFO @main_loop : Epoch 41 done 2020-06-16 02:33:19.385: INFO @main_loop : Training epoch 42 2020-06-16 02:40:05.340: INFO @decay_lr : LR updated to `8.101574e-05` 2020-06-16 02:40:05.355: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 02:40:05.355: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 02:40:05.355: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 02:40:05.355: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 02:40:05.355: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 02:40:05.356: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 02:40:05.356: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 02:40:05.356: 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face_box_f1 mean: 0.477248 2020-06-16 02:40:05.356: INFO @log_variables: valid body_box_f1 mean: 0.821124 2020-06-16 02:40:05.356: INFO @log_variables: valid face_box_recall mean: 0.529200 2020-06-16 02:40:05.356: INFO @log_variables: valid body_box_recall mean: 0.844523 2020-06-16 02:40:05.356: INFO @log_variables: valid face_box_precision mean: 0.463762 2020-06-16 02:40:05.356: INFO @log_variables: valid face_fp mean: 1.108268 2020-06-16 02:40:05.356: INFO @log_variables: valid face_fn mean: 0.769439 2020-06-16 02:40:05.356: INFO @log_variables: valid body_fp mean: 1.255906 2020-06-16 02:40:05.357: INFO @log_variables: valid body_fn mean: 1.110728 2020-06-16 02:40:05.357: INFO @log_variables: valid body_box_precision mean: 0.826105 2020-06-16 02:40:05.357: INFO @log_variables: valid loss mean: 1.458655 2020-06-16 02:40:05.357: INFO @log_variables: valid localisation_loss mean: 1.211887 2020-06-16 02:40:05.357: INFO @log_variables: valid classification_loss mean: 0.731523 2020-06-16 02:40:05.357: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 02:40:05.360: INFO @log_profile : T plain_train: 344.772878 2020-06-16 02:40:05.360: INFO @log_profile : T valid: 20.157090 2020-06-16 02:40:05.360: INFO @log_profile : T read data: 11.003793 2020-06-16 02:40:05.360: INFO @log_profile : T hooks: 28.008061 2020-06-16 02:40:05.360: INFO @main_loop : Epoch 42 done 2020-06-16 02:40:05.360: INFO @main_loop : Training epoch 43 2020-06-16 02:46:50.484: INFO @decay_lr : LR updated to `8.061066e-05` 2020-06-16 02:46:50.499: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 02:46:50.499: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 02:46:50.499: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 02:46:50.499: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 02:46:50.500: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 02:46:50.500: INFO @log_variables: plain_train 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@log_variables: valid localisation_loss mean: 1.190152 2020-06-16 02:46:50.501: INFO @log_variables: valid classification_loss mean: 0.727917 2020-06-16 02:46:50.501: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 02:46:50.504: INFO @log_profile : T plain_train: 343.928368 2020-06-16 02:46:50.504: INFO @log_profile : T valid: 20.156934 2020-06-16 02:46:50.504: INFO @log_profile : T read data: 10.864128 2020-06-16 02:46:50.504: INFO @log_profile : T hooks: 28.164699 2020-06-16 02:46:50.504: INFO @main_loop : Epoch 43 done 2020-06-16 02:46:50.504: INFO @main_loop : Training epoch 44 2020-06-16 02:53:36.278: INFO @decay_lr : LR updated to `8.020761e-05` 2020-06-16 02:53:36.294: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 02:53:36.294: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 02:53:36.294: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 02:53:36.294: INFO @log_variables: plain_train 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0.779390 2020-06-16 02:53:36.295: INFO @log_variables: valid box_f1 mean: 0.775050 2020-06-16 02:53:36.295: INFO @log_variables: valid box_recall mean: 0.809883 2020-06-16 02:53:36.295: INFO @log_variables: valid box_precision mean: 0.766990 2020-06-16 02:53:36.295: INFO @log_variables: valid face_box_f1 mean: 0.471710 2020-06-16 02:53:36.295: INFO @log_variables: valid body_box_f1 mean: 0.823024 2020-06-16 02:53:36.295: INFO @log_variables: valid face_box_recall mean: 0.523025 2020-06-16 02:53:36.295: INFO @log_variables: valid body_box_recall mean: 0.842388 2020-06-16 02:53:36.295: INFO @log_variables: valid face_box_precision mean: 0.458224 2020-06-16 02:53:36.295: INFO @log_variables: valid face_fp mean: 1.123278 2020-06-16 02:53:36.295: INFO @log_variables: valid face_fn mean: 0.780512 2020-06-16 02:53:36.295: INFO @log_variables: valid body_fp mean: 1.168061 2020-06-16 02:53:36.295: INFO @log_variables: valid body_fn mean: 1.142717 2020-06-16 02:53:36.295: INFO @log_variables: valid body_box_precision mean: 0.831792 2020-06-16 02:53:36.296: INFO @log_variables: valid loss mean: 1.433668 2020-06-16 02:53:36.296: INFO @log_variables: valid localisation_loss mean: 1.174456 2020-06-16 02:53:36.296: INFO @log_variables: valid classification_loss mean: 0.728994 2020-06-16 02:53:36.296: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 02:53:36.299: INFO @log_profile : T plain_train: 344.596985 2020-06-16 02:53:36.299: INFO @log_profile : T valid: 20.201815 2020-06-16 02:53:36.299: INFO @log_profile : T read data: 10.886523 2020-06-16 02:53:36.299: INFO @log_profile : T hooks: 28.069747 2020-06-16 02:53:36.299: INFO @main_loop : Epoch 44 done 2020-06-16 02:53:36.299: INFO @main_loop : Training epoch 45 2020-06-16 03:00:21.451: INFO @decay_lr : LR updated to `7.9806574e-05` 2020-06-16 03:00:21.467: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 03:00:21.467: INFO @log_variables: plain_train box_recall mean: nan 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@log_variables: plain_train localisation_loss mean: 1.203931 2020-06-16 03:00:21.468: INFO @log_variables: plain_train classification_loss mean: 0.774403 2020-06-16 03:00:21.468: INFO @log_variables: valid box_f1 mean: 0.773544 2020-06-16 03:00:21.468: INFO @log_variables: valid box_recall mean: 0.827893 2020-06-16 03:00:21.468: INFO @log_variables: valid box_precision mean: 0.748672 2020-06-16 03:00:21.468: INFO @log_variables: valid face_box_f1 mean: 0.481086 2020-06-16 03:00:21.468: INFO @log_variables: valid body_box_f1 mean: 0.816213 2020-06-16 03:00:21.468: INFO @log_variables: valid face_box_recall mean: 0.532620 2020-06-16 03:00:21.468: INFO @log_variables: valid body_box_recall mean: 0.860691 2020-06-16 03:00:21.468: INFO @log_variables: valid face_box_precision mean: 0.467649 2020-06-16 03:00:21.468: INFO @log_variables: valid face_fp mean: 1.069390 2020-06-16 03:00:21.468: INFO @log_variables: valid face_fn mean: 0.756890 2020-06-16 03:00:21.469: INFO @log_variables: valid body_fp mean: 1.531988 2020-06-16 03:00:21.469: INFO @log_variables: valid body_fn mean: 0.990896 2020-06-16 03:00:21.469: INFO @log_variables: valid body_box_precision mean: 0.801305 2020-06-16 03:00:21.469: INFO @log_variables: valid loss mean: 1.433179 2020-06-16 03:00:21.469: INFO @log_variables: valid localisation_loss mean: 1.174408 2020-06-16 03:00:21.469: INFO @log_variables: valid classification_loss mean: 0.728534 2020-06-16 03:00:21.469: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 03:00:21.472: INFO @log_profile : T plain_train: 344.083667 2020-06-16 03:00:21.472: INFO @log_profile : T valid: 20.124792 2020-06-16 03:00:21.472: INFO @log_profile : T read data: 10.968937 2020-06-16 03:00:21.472: INFO @log_profile : T hooks: 27.955819 2020-06-16 03:00:21.472: INFO @main_loop : Epoch 45 done 2020-06-16 03:00:21.472: INFO @main_loop : Training epoch 46 2020-06-16 03:07:06.157: INFO @decay_lr : LR updated to `7.940754e-05` 2020-06-16 03:07:06.172: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 03:07:06.172: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 03:07:06.172: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 03:07:06.172: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 03:07:06.172: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 03:07:06.172: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 03:07:06.172: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 03:07:06.172: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 03:07:06.172: INFO @log_variables: plain_train face_fp mean: nan 2020-06-16 03:07:06.172: INFO @log_variables: plain_train face_fn mean: nan 2020-06-16 03:07:06.172: INFO @log_variables: plain_train body_fp mean: nan 2020-06-16 03:07:06.172: INFO @log_variables: plain_train body_fn mean: nan 2020-06-16 03:07:06.172: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-16 03:07:06.172: INFO @log_variables: plain_train loss mean: 1.496730 2020-06-16 03:07:06.172: INFO @log_variables: plain_train localisation_loss mean: 1.198983 2020-06-16 03:07:06.173: INFO @log_variables: plain_train classification_loss mean: 0.777340 2020-06-16 03:07:06.173: INFO @log_variables: valid box_f1 mean: 0.764104 2020-06-16 03:07:06.173: INFO @log_variables: valid box_recall mean: 0.819873 2020-06-16 03:07:06.173: INFO @log_variables: valid box_precision mean: 0.738477 2020-06-16 03:07:06.173: INFO @log_variables: valid face_box_f1 mean: 0.461669 2020-06-16 03:07:06.173: INFO @log_variables: valid body_box_f1 mean: 0.818092 2020-06-16 03:07:06.173: INFO @log_variables: valid face_box_recall mean: 0.527734 2020-06-16 03:07:06.173: INFO @log_variables: valid body_box_recall mean: 0.852685 2020-06-16 03:07:06.173: INFO @log_variables: valid face_box_precision mean: 0.438637 2020-06-16 03:07:06.173: INFO @log_variables: valid face_fp mean: 1.327756 2020-06-16 03:07:06.173: INFO @log_variables: valid face_fn mean: 0.766240 2020-06-16 03:07:06.173: INFO @log_variables: valid body_fp mean: 1.383612 2020-06-16 03:07:06.173: INFO @log_variables: valid body_fn mean: 1.074311 2020-06-16 03:07:06.173: INFO @log_variables: valid body_box_precision mean: 0.812616 2020-06-16 03:07:06.173: INFO @log_variables: valid loss mean: 1.447224 2020-06-16 03:07:06.173: INFO @log_variables: valid localisation_loss mean: 1.202197 2020-06-16 03:07:06.173: INFO @log_variables: valid classification_loss mean: 0.725906 2020-06-16 03:07:06.173: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 03:07:06.176: INFO @log_profile : T plain_train: 343.915212 2020-06-16 03:07:06.176: INFO @log_profile : T valid: 20.029898 2020-06-16 03:07:06.176: INFO @log_profile : T read data: 10.761177 2020-06-16 03:07:06.176: INFO @log_profile : T hooks: 27.964519 2020-06-16 03:07:06.177: INFO @main_loop : Epoch 46 done 2020-06-16 03:07:06.177: INFO @main_loop : Training epoch 47 2020-06-16 03:13:51.800: INFO @decay_lr : LR updated to `7.9010504e-05` 2020-06-16 03:13:51.815: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 03:13:51.815: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 03:13:51.815: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 03:13:51.815: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 03:13:51.815: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 03:13:51.815: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 03:13:51.815: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 03:13:51.815: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 03:13:51.815: INFO @log_variables: plain_train face_fp mean: nan 2020-06-16 03:13:51.815: INFO @log_variables: plain_train face_fn mean: nan 2020-06-16 03:13:51.815: INFO @log_variables: plain_train 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read data: 10.834411 2020-06-16 03:13:51.819: INFO @log_profile : T hooks: 27.952261 2020-06-16 03:13:51.820: INFO @main_loop : Epoch 47 done 2020-06-16 03:13:51.820: INFO @main_loop : Training epoch 48 2020-06-16 03:20:37.847: INFO @decay_lr : LR updated to `7.861545e-05` 2020-06-16 03:20:37.862: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 03:20:37.862: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 03:20:37.862: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 03:20:37.862: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 03:20:37.862: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 03:20:37.862: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 03:20:37.862: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 03:20:37.862: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 03:20:37.862: INFO @log_variables: plain_train face_fp mean: nan 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@log_variables: valid face_box_recall mean: 0.523278 2020-06-16 03:20:37.863: INFO @log_variables: valid body_box_recall mean: 0.850282 2020-06-16 03:20:37.863: INFO @log_variables: valid face_box_precision mean: 0.442334 2020-06-16 03:20:37.863: INFO @log_variables: valid face_fp mean: 1.234252 2020-06-16 03:20:37.863: INFO @log_variables: valid face_fn mean: 0.773868 2020-06-16 03:20:37.863: INFO @log_variables: valid body_fp mean: 1.278543 2020-06-16 03:20:37.863: INFO @log_variables: valid body_fn mean: 1.079232 2020-06-16 03:20:37.863: INFO @log_variables: valid body_box_precision mean: 0.822292 2020-06-16 03:20:37.863: INFO @log_variables: valid loss mean: 1.428099 2020-06-16 03:20:37.863: INFO @log_variables: valid localisation_loss mean: 1.172299 2020-06-16 03:20:37.863: INFO @log_variables: valid classification_loss mean: 0.724719 2020-06-16 03:20:37.863: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 03:20:37.866: INFO @log_profile : T plain_train: 343.978309 2020-06-16 03:20:37.866: INFO @log_profile : T valid: 20.557983 2020-06-16 03:20:37.866: INFO @log_profile : T read data: 10.952494 2020-06-16 03:20:37.866: INFO @log_profile : T hooks: 28.513090 2020-06-16 03:20:37.867: INFO @main_loop : Epoch 48 done 2020-06-16 03:20:37.867: INFO @main_loop : Training epoch 49 2020-06-16 03:27:23.566: INFO @decay_lr : LR updated to `7.822237e-05` 2020-06-16 03:27:23.581: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 03:27:23.581: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 03:27:23.581: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 03:27:23.581: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 03:27:23.581: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 03:27:23.581: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 03:27:23.581: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 03:27:23.581: 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03:27:23.583: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 03:27:23.585: INFO @log_profile : T plain_train: 344.580371 2020-06-16 03:27:23.586: INFO @log_profile : T valid: 20.110918 2020-06-16 03:27:23.586: INFO @log_profile : T read data: 10.919644 2020-06-16 03:27:23.586: INFO @log_profile : T hooks: 28.059744 2020-06-16 03:27:23.586: INFO @main_loop : Epoch 49 done 2020-06-16 03:27:23.586: INFO @main_loop : Training epoch 50 2020-06-16 03:34:09.302: INFO @decay_lr : LR updated to `7.783126e-05` 2020-06-16 03:34:09.317: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 03:34:09.317: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 03:34:09.317: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 03:34:09.317: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 03:34:09.317: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 03:34:09.317: INFO @log_variables: plain_train 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0.818784 2020-06-16 03:34:09.318: INFO @log_variables: valid box_precision mean: 0.752055 2020-06-16 03:34:09.318: INFO @log_variables: valid face_box_f1 mean: 0.473862 2020-06-16 03:34:09.318: INFO @log_variables: valid body_box_f1 mean: 0.818127 2020-06-16 03:34:09.318: INFO @log_variables: valid face_box_recall mean: 0.529560 2020-06-16 03:34:09.318: INFO @log_variables: valid body_box_recall mean: 0.852153 2020-06-16 03:34:09.318: INFO @log_variables: valid face_box_precision mean: 0.456759 2020-06-16 03:34:09.319: INFO @log_variables: valid face_fp mean: 1.178150 2020-06-16 03:34:09.319: INFO @log_variables: valid face_fn mean: 0.762303 2020-06-16 03:34:09.319: INFO @log_variables: valid body_fp mean: 1.378937 2020-06-16 03:34:09.319: INFO @log_variables: valid body_fn mean: 1.088583 2020-06-16 03:34:09.319: INFO @log_variables: valid body_box_precision mean: 0.812727 2020-06-16 03:34:09.319: INFO @log_variables: valid loss mean: 1.427537 2020-06-16 03:34:09.319: INFO @log_variables: valid localisation_loss mean: 1.176006 2020-06-16 03:34:09.319: INFO @log_variables: valid classification_loss mean: 0.721934 2020-06-16 03:34:09.319: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 03:34:09.322: INFO @log_profile : T plain_train: 344.620255 2020-06-16 03:34:09.322: INFO @log_profile : T valid: 20.342731 2020-06-16 03:34:09.322: INFO @log_profile : T read data: 10.950764 2020-06-16 03:34:09.322: INFO @log_profile : T hooks: 27.785157 2020-06-16 03:34:09.322: INFO @main_loop : Epoch 50 done 2020-06-16 03:34:09.322: INFO @main_loop : Training epoch 51 2020-06-16 03:40:54.614: INFO @decay_lr : LR updated to `7.7442106e-05` 2020-06-16 03:40:54.630: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 03:40:54.630: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 03:40:54.630: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 03:40:54.630: INFO @log_variables: plain_train 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0.768891 2020-06-16 03:40:54.631: INFO @log_variables: valid box_f1 mean: 0.777938 2020-06-16 03:40:54.631: INFO @log_variables: valid box_recall mean: 0.822248 2020-06-16 03:40:54.631: INFO @log_variables: valid box_precision mean: 0.761703 2020-06-16 03:40:54.631: INFO @log_variables: valid face_box_f1 mean: 0.474714 2020-06-16 03:40:54.631: INFO @log_variables: valid body_box_f1 mean: 0.826918 2020-06-16 03:40:54.631: INFO @log_variables: valid face_box_recall mean: 0.531883 2020-06-16 03:40:54.631: INFO @log_variables: valid body_box_recall mean: 0.854906 2020-06-16 03:40:54.631: INFO @log_variables: valid face_box_precision mean: 0.457631 2020-06-16 03:40:54.631: INFO @log_variables: valid face_fp mean: 1.152805 2020-06-16 03:40:54.631: INFO @log_variables: valid face_fn mean: 0.753199 2020-06-16 03:40:54.631: INFO @log_variables: valid body_fp mean: 1.247293 2020-06-16 03:40:54.631: INFO @log_variables: valid body_fn mean: 1.046260 2020-06-16 03:40:54.631: INFO @log_variables: valid body_box_precision mean: 0.827080 2020-06-16 03:40:54.631: INFO @log_variables: valid loss mean: 1.424651 2020-06-16 03:40:54.631: INFO @log_variables: valid localisation_loss mean: 1.169927 2020-06-16 03:40:54.631: INFO @log_variables: valid classification_loss mean: 0.722695 2020-06-16 03:40:54.631: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 03:40:54.634: INFO @log_profile : T plain_train: 344.072164 2020-06-16 03:40:54.634: INFO @log_profile : T valid: 20.302150 2020-06-16 03:40:54.635: INFO @log_profile : T read data: 10.812596 2020-06-16 03:40:54.635: INFO @log_profile : T hooks: 28.086326 2020-06-16 03:40:54.635: INFO @main_loop : Epoch 51 done 2020-06-16 03:40:54.635: INFO @main_loop : Training epoch 52 2020-06-16 03:47:40.663: INFO @decay_lr : LR updated to `7.7054894e-05` 2020-06-16 03:47:40.679: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 03:47:40.679: INFO @log_variables: plain_train box_recall mean: nan 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@log_variables: plain_train localisation_loss mean: 1.186782 2020-06-16 03:47:40.680: INFO @log_variables: plain_train classification_loss mean: 0.766751 2020-06-16 03:47:40.680: INFO @log_variables: valid box_f1 mean: 0.775256 2020-06-16 03:47:40.680: INFO @log_variables: valid box_recall mean: 0.828331 2020-06-16 03:47:40.680: INFO @log_variables: valid box_precision mean: 0.751050 2020-06-16 03:47:40.680: INFO @log_variables: valid face_box_f1 mean: 0.489059 2020-06-16 03:47:40.680: INFO @log_variables: valid body_box_f1 mean: 0.814284 2020-06-16 03:47:40.680: INFO @log_variables: valid face_box_recall mean: 0.538903 2020-06-16 03:47:40.680: INFO @log_variables: valid body_box_recall mean: 0.860665 2020-06-16 03:47:40.680: INFO @log_variables: valid face_box_precision mean: 0.476574 2020-06-16 03:47:40.680: INFO @log_variables: valid face_fp mean: 1.029774 2020-06-16 03:47:40.680: INFO @log_variables: valid face_fn mean: 0.741880 2020-06-16 03:47:40.680: INFO @log_variables: valid body_fp mean: 1.529281 2020-06-16 03:47:40.681: INFO @log_variables: valid body_fn mean: 0.992372 2020-06-16 03:47:40.681: INFO @log_variables: valid body_box_precision mean: 0.798220 2020-06-16 03:47:40.681: INFO @log_variables: valid loss mean: 1.403823 2020-06-16 03:47:40.681: INFO @log_variables: valid localisation_loss mean: 1.150773 2020-06-16 03:47:40.681: INFO @log_variables: valid classification_loss mean: 0.713359 2020-06-16 03:47:40.681: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 03:47:40.684: INFO @log_profile : T plain_train: 344.971855 2020-06-16 03:47:40.684: INFO @log_profile : T valid: 20.017562 2020-06-16 03:47:40.684: INFO @log_profile : T read data: 10.941234 2020-06-16 03:47:40.684: INFO @log_profile : T hooks: 28.074772 2020-06-16 03:47:40.684: INFO @main_loop : Epoch 52 done 2020-06-16 03:47:40.684: INFO @main_loop : Training epoch 53 2020-06-16 03:54:25.948: INFO @decay_lr : LR updated to `7.666962e-05` 2020-06-16 03:54:25.963: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 03:54:25.963: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 03:54:25.963: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 03:54:25.963: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 03:54:25.963: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 03:54:25.963: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 03:54:25.963: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 03:54:25.963: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 03:54:25.963: INFO @log_variables: plain_train face_fp mean: nan 2020-06-16 03:54:25.963: INFO @log_variables: plain_train face_fn mean: nan 2020-06-16 03:54:25.963: INFO @log_variables: plain_train body_fp mean: nan 2020-06-16 03:54:25.963: INFO @log_variables: plain_train body_fn mean: nan 2020-06-16 03:54:25.963: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-16 03:54:25.963: INFO @log_variables: plain_train loss mean: 1.477754 2020-06-16 03:54:25.963: INFO @log_variables: plain_train localisation_loss mean: 1.185304 2020-06-16 03:54:25.964: INFO @log_variables: plain_train classification_loss mean: 0.766572 2020-06-16 03:54:25.964: INFO @log_variables: valid box_f1 mean: 0.772281 2020-06-16 03:54:25.964: INFO @log_variables: valid box_recall mean: 0.822950 2020-06-16 03:54:25.964: INFO @log_variables: valid box_precision mean: 0.750078 2020-06-16 03:54:25.964: INFO @log_variables: valid face_box_f1 mean: 0.475364 2020-06-16 03:54:25.964: INFO @log_variables: valid body_box_f1 mean: 0.817893 2020-06-16 03:54:25.964: INFO @log_variables: valid face_box_recall mean: 0.531996 2020-06-16 03:54:25.964: INFO @log_variables: valid body_box_recall mean: 0.854392 2020-06-16 03:54:25.964: INFO @log_variables: valid face_box_precision mean: 0.458016 2020-06-16 03:54:25.964: INFO @log_variables: valid face_fp mean: 1.158957 2020-06-16 03:54:25.964: INFO @log_variables: valid face_fn mean: 0.757136 2020-06-16 03:54:25.964: INFO @log_variables: valid body_fp mean: 1.423474 2020-06-16 03:54:25.964: INFO @log_variables: valid body_fn mean: 1.037156 2020-06-16 03:54:25.964: INFO @log_variables: valid body_box_precision mean: 0.810241 2020-06-16 03:54:25.964: INFO @log_variables: valid loss mean: 1.431522 2020-06-16 03:54:25.964: INFO @log_variables: valid localisation_loss mean: 1.173092 2020-06-16 03:54:25.964: INFO @log_variables: valid classification_loss mean: 0.727667 2020-06-16 03:54:25.964: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 03:54:25.967: INFO @log_profile : T plain_train: 343.873295 2020-06-16 03:54:25.967: INFO @log_profile : T valid: 20.210996 2020-06-16 03:54:25.967: INFO @log_profile : T read data: 10.953765 2020-06-16 03:54:25.967: INFO @log_profile : T hooks: 28.211080 2020-06-16 03:54:25.967: INFO @main_loop : Epoch 53 done 2020-06-16 03:54:25.967: INFO @main_loop : Training epoch 54 2020-06-16 04:01:11.357: INFO @decay_lr : LR updated to `7.628627e-05` 2020-06-16 04:01:11.373: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 04:01:11.373: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 04:01:11.373: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 04:01:11.373: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 04:01:11.373: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 04:01:11.373: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 04:01:11.373: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 04:01:11.373: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 04:01:11.373: INFO @log_variables: plain_train face_fp mean: nan 2020-06-16 04:01:11.374: INFO @log_variables: plain_train face_fn mean: nan 2020-06-16 04:01:11.374: INFO @log_variables: plain_train 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read data: 10.885203 2020-06-16 04:01:11.378: INFO @log_profile : T hooks: 28.009776 2020-06-16 04:01:11.378: INFO @main_loop : Epoch 54 done 2020-06-16 04:01:11.378: INFO @main_loop : Training epoch 55 2020-06-16 04:07:57.923: INFO @decay_lr : LR updated to `7.5904834e-05` 2020-06-16 04:07:57.938: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 04:07:57.938: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 04:07:57.939: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 04:07:57.939: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 04:07:57.939: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 04:07:57.939: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 04:07:57.939: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 04:07:57.939: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 04:07:57.939: INFO @log_variables: plain_train face_fp mean: 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INFO @log_variables: valid face_box_recall mean: 0.538624 2020-06-16 04:07:57.940: INFO @log_variables: valid body_box_recall mean: 0.852733 2020-06-16 04:07:57.940: INFO @log_variables: valid face_box_precision mean: 0.450965 2020-06-16 04:07:57.940: INFO @log_variables: valid face_fp mean: 1.254183 2020-06-16 04:07:57.940: INFO @log_variables: valid face_fn mean: 0.729823 2020-06-16 04:07:57.940: INFO @log_variables: valid body_fp mean: 1.313238 2020-06-16 04:07:57.940: INFO @log_variables: valid body_fn mean: 1.052411 2020-06-16 04:07:57.940: INFO @log_variables: valid body_box_precision mean: 0.819525 2020-06-16 04:07:57.940: INFO @log_variables: valid loss mean: 1.419213 2020-06-16 04:07:57.940: INFO @log_variables: valid localisation_loss mean: 1.167477 2020-06-16 04:07:57.940: INFO @log_variables: valid classification_loss mean: 0.718726 2020-06-16 04:07:57.940: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 04:07:57.943: INFO @log_profile : T plain_train: 344.168275 2020-06-16 04:07:57.943: INFO @log_profile : T valid: 20.249434 2020-06-16 04:07:57.943: INFO @log_profile : T read data: 11.018679 2020-06-16 04:07:57.943: INFO @log_profile : T hooks: 29.076520 2020-06-16 04:07:57.943: INFO @main_loop : Epoch 55 done 2020-06-16 04:07:57.943: INFO @main_loop : Training epoch 56 2020-06-16 04:14:43.661: INFO @decay_lr : LR updated to `7.552531e-05` 2020-06-16 04:14:43.677: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 04:14:43.677: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 04:14:43.677: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 04:14:43.677: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 04:14:43.677: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 04:14:43.677: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 04:14:43.677: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 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@log_variables: valid face_box_f1 mean: 0.477520 2020-06-16 04:14:43.678: INFO @log_variables: valid body_box_f1 mean: 0.824614 2020-06-16 04:14:43.678: INFO @log_variables: valid face_box_recall mean: 0.525030 2020-06-16 04:14:43.678: INFO @log_variables: valid body_box_recall mean: 0.843524 2020-06-16 04:14:43.678: INFO @log_variables: valid face_box_precision mean: 0.466288 2020-06-16 04:14:43.678: INFO @log_variables: valid face_fp mean: 1.060531 2020-06-16 04:14:43.678: INFO @log_variables: valid face_fn mean: 0.776329 2020-06-16 04:14:43.678: INFO @log_variables: valid body_fp mean: 1.164616 2020-06-16 04:14:43.678: INFO @log_variables: valid body_fn mean: 1.136565 2020-06-16 04:14:43.678: INFO @log_variables: valid body_box_precision mean: 0.832315 2020-06-16 04:14:43.678: INFO @log_variables: valid loss mean: 1.421858 2020-06-16 04:14:43.679: INFO @log_variables: valid localisation_loss mean: 1.164621 2020-06-16 04:14:43.679: INFO @log_variables: valid classification_loss mean: 0.723085 2020-06-16 04:14:43.679: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 04:14:43.682: INFO @log_profile : T plain_train: 344.223480 2020-06-16 04:14:43.682: INFO @log_profile : T valid: 20.266154 2020-06-16 04:14:43.682: INFO @log_profile : T read data: 10.963745 2020-06-16 04:14:43.682: INFO @log_profile : T hooks: 28.240886 2020-06-16 04:14:43.682: INFO @main_loop : Epoch 56 done 2020-06-16 04:14:43.682: INFO @main_loop : Training epoch 57 2020-06-16 04:21:29.351: INFO @decay_lr : LR updated to `7.5147684e-05` 2020-06-16 04:21:29.366: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 04:21:29.366: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 04:21:29.366: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 04:21:29.366: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 04:21:29.367: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 04:21:29.367: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 04:21:29.367: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 04:21:29.367: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 04:21:29.367: INFO @log_variables: plain_train face_fp mean: nan 2020-06-16 04:21:29.367: INFO @log_variables: plain_train face_fn mean: nan 2020-06-16 04:21:29.367: INFO @log_variables: plain_train body_fp mean: nan 2020-06-16 04:21:29.367: INFO @log_variables: plain_train body_fn mean: nan 2020-06-16 04:21:29.367: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-16 04:21:29.367: INFO @log_variables: plain_train loss mean: 1.469618 2020-06-16 04:21:29.367: INFO @log_variables: plain_train localisation_loss mean: 1.182402 2020-06-16 04:21:29.367: INFO @log_variables: plain_train classification_loss mean: 0.760177 2020-06-16 04:21:29.367: INFO @log_variables: valid box_f1 mean: 0.763181 2020-06-16 04:21:29.367: INFO @log_variables: valid box_recall mean: 0.837376 2020-06-16 04:21:29.367: INFO @log_variables: valid box_precision mean: 0.723335 2020-06-16 04:21:29.367: INFO @log_variables: valid face_box_f1 mean: 0.474575 2020-06-16 04:21:29.367: INFO @log_variables: valid body_box_f1 mean: 0.809889 2020-06-16 04:21:29.367: INFO @log_variables: valid face_box_recall mean: 0.542470 2020-06-16 04:21:29.367: INFO @log_variables: valid body_box_recall mean: 0.869901 2020-06-16 04:21:29.367: INFO @log_variables: valid face_box_precision mean: 0.450153 2020-06-16 04:21:29.368: INFO @log_variables: valid face_fp mean: 1.270915 2020-06-16 04:21:29.368: INFO @log_variables: valid face_fn mean: 0.727608 2020-06-16 04:21:29.368: INFO @log_variables: valid body_fp mean: 1.721457 2020-06-16 04:21:29.368: INFO @log_variables: valid body_fn mean: 0.918799 2020-06-16 04:21:29.368: INFO @log_variables: valid body_box_precision mean: 0.782710 2020-06-16 04:21:29.368: INFO @log_variables: valid loss mean: 1.403238 2020-06-16 04:21:29.368: INFO @log_variables: valid localisation_loss mean: 1.148959 2020-06-16 04:21:29.368: INFO @log_variables: valid classification_loss mean: 0.713863 2020-06-16 04:21:29.368: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 04:21:29.371: INFO @log_profile : T plain_train: 344.222993 2020-06-16 04:21:29.371: INFO @log_profile : T valid: 20.244227 2020-06-16 04:21:29.371: INFO @log_profile : T read data: 10.961362 2020-06-16 04:21:29.371: INFO @log_profile : T hooks: 28.228430 2020-06-16 04:21:29.371: INFO @main_loop : Epoch 57 done 2020-06-16 04:21:29.371: INFO @main_loop : Training epoch 58 2020-06-16 04:28:14.820: INFO @decay_lr : LR updated to `7.4771946e-05` 2020-06-16 04:28:14.836: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 04:28:14.836: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 04:28:14.836: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 04:28:14.836: INFO @log_variables: 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classification_loss mean: 0.757084 2020-06-16 04:28:14.837: INFO @log_variables: valid box_f1 mean: 0.774349 2020-06-16 04:28:14.837: INFO @log_variables: valid box_recall mean: 0.828546 2020-06-16 04:28:14.837: INFO @log_variables: valid box_precision mean: 0.749750 2020-06-16 04:28:14.837: INFO @log_variables: valid face_box_f1 mean: 0.480807 2020-06-16 04:28:14.837: INFO @log_variables: valid body_box_f1 mean: 0.820684 2020-06-16 04:28:14.837: INFO @log_variables: valid face_box_recall mean: 0.545360 2020-06-16 04:28:14.837: INFO @log_variables: valid body_box_recall mean: 0.859920 2020-06-16 04:28:14.837: INFO @log_variables: valid face_box_precision mean: 0.458707 2020-06-16 04:28:14.837: INFO @log_variables: valid face_fp mean: 1.208169 2020-06-16 04:28:14.837: INFO @log_variables: valid face_fn mean: 0.718258 2020-06-16 04:28:14.838: INFO @log_variables: valid body_fp mean: 1.402559 2020-06-16 04:28:14.838: INFO @log_variables: valid body_fn mean: 1.001969 2020-06-16 04:28:14.838: INFO @log_variables: valid body_box_precision mean: 0.810466 2020-06-16 04:28:14.838: INFO @log_variables: valid loss mean: 1.412452 2020-06-16 04:28:14.838: INFO @log_variables: valid localisation_loss mean: 1.161550 2020-06-16 04:28:14.838: INFO @log_variables: valid classification_loss mean: 0.715522 2020-06-16 04:28:14.838: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 04:28:14.841: INFO @log_profile : T plain_train: 344.096248 2020-06-16 04:28:14.841: INFO @log_profile : T valid: 20.191319 2020-06-16 04:28:14.841: INFO @log_profile : T read data: 10.902629 2020-06-16 04:28:14.841: INFO @log_profile : T hooks: 28.238411 2020-06-16 04:28:14.841: INFO @main_loop : Epoch 58 done 2020-06-16 04:28:14.841: INFO @main_loop : Training epoch 59 2020-06-16 04:35:00.189: INFO @decay_lr : LR updated to `7.4398085e-05` 2020-06-16 04:35:00.205: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 04:35:00.205: INFO @log_variables: 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04:41:45.304: INFO @main_loop : Epoch 60 done 2020-06-16 04:41:45.304: INFO @main_loop : Training epoch 61 2020-06-16 04:48:30.355: INFO @decay_lr : LR updated to `7.365597e-05` 2020-06-16 04:48:30.370: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 04:48:30.370: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 04:48:30.370: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 04:48:30.370: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 04:48:30.370: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 04:48:30.370: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 04:48:30.370: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 04:48:30.370: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 04:48:30.371: INFO @log_variables: plain_train face_fp mean: nan 2020-06-16 04:48:30.371: INFO @log_variables: plain_train face_fn mean: nan 2020-06-16 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@log_variables: valid body_box_recall mean: 0.868864 2020-06-16 04:48:30.371: INFO @log_variables: valid face_box_precision mean: 0.448327 2020-06-16 04:48:30.371: INFO @log_variables: valid face_fp mean: 1.308563 2020-06-16 04:48:30.371: INFO @log_variables: valid face_fn mean: 0.718750 2020-06-16 04:48:30.371: INFO @log_variables: valid body_fp mean: 1.558809 2020-06-16 04:48:30.371: INFO @log_variables: valid body_fn mean: 0.942175 2020-06-16 04:48:30.371: INFO @log_variables: valid body_box_precision mean: 0.797936 2020-06-16 04:48:30.371: INFO @log_variables: valid loss mean: 1.403704 2020-06-16 04:48:30.372: INFO @log_variables: valid localisation_loss mean: 1.146391 2020-06-16 04:48:30.372: INFO @log_variables: valid classification_loss mean: 0.715870 2020-06-16 04:48:30.372: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 04:48:30.375: INFO @log_profile : T plain_train: 343.761034 2020-06-16 04:48:30.375: INFO @log_profile : T valid: 20.202046 2020-06-16 04:48:30.375: INFO @log_profile : T read data: 10.900927 2020-06-16 04:48:30.375: INFO @log_profile : T hooks: 28.181313 2020-06-16 04:48:30.375: INFO @main_loop : Epoch 61 done 2020-06-16 04:48:30.375: INFO @main_loop : Training epoch 62 2020-06-16 04:55:16.082: INFO @decay_lr : LR updated to `7.328769e-05` 2020-06-16 04:55:16.097: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 04:55:16.097: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 04:55:16.097: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 04:55:16.097: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 04:55:16.097: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 04:55:16.097: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 04:55:16.097: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 04:55:16.097: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 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valid body_box_f1 mean: 0.823887 2020-06-16 04:55:16.098: INFO @log_variables: valid face_box_recall mean: 0.542376 2020-06-16 04:55:16.098: INFO @log_variables: valid body_box_recall mean: 0.855444 2020-06-16 04:55:16.098: INFO @log_variables: valid face_box_precision mean: 0.461457 2020-06-16 04:55:16.098: INFO @log_variables: valid face_fp mean: 1.166831 2020-06-16 04:55:16.098: INFO @log_variables: valid face_fn mean: 0.720965 2020-06-16 04:55:16.098: INFO @log_variables: valid body_fp mean: 1.327018 2020-06-16 04:55:16.098: INFO @log_variables: valid body_fn mean: 1.032972 2020-06-16 04:55:16.098: INFO @log_variables: valid body_box_precision mean: 0.820248 2020-06-16 04:55:16.098: INFO @log_variables: valid loss mean: 1.423064 2020-06-16 04:55:16.098: INFO @log_variables: valid localisation_loss mean: 1.174752 2020-06-16 04:55:16.098: INFO @log_variables: valid classification_loss mean: 0.718212 2020-06-16 04:55:16.098: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 04:55:16.101: INFO @log_profile : T plain_train: 344.045008 2020-06-16 04:55:16.101: INFO @log_profile : T valid: 20.588795 2020-06-16 04:55:16.101: INFO @log_profile : T read data: 10.908897 2020-06-16 04:55:16.101: INFO @log_profile : T hooks: 28.137538 2020-06-16 04:55:16.101: INFO @main_loop : Epoch 62 done 2020-06-16 04:55:16.101: INFO @main_loop : Training epoch 63 2020-06-16 05:02:01.438: INFO @decay_lr : LR updated to `7.292125e-05` 2020-06-16 05:02:01.453: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 05:02:01.453: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 05:02:01.453: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 05:02:01.453: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 05:02:01.453: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 05:02:01.453: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 05:02:01.453: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 05:02:01.453: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 05:02:01.453: INFO @log_variables: plain_train face_fp mean: nan 2020-06-16 05:02:01.454: INFO @log_variables: plain_train face_fn mean: nan 2020-06-16 05:02:01.454: INFO @log_variables: plain_train body_fp mean: nan 2020-06-16 05:02:01.454: INFO @log_variables: plain_train body_fn mean: nan 2020-06-16 05:02:01.454: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-16 05:02:01.454: INFO @log_variables: plain_train loss mean: 1.455626 2020-06-16 05:02:01.454: INFO @log_variables: plain_train localisation_loss mean: 1.169190 2020-06-16 05:02:01.454: INFO @log_variables: plain_train classification_loss mean: 0.754112 2020-06-16 05:02:01.454: INFO @log_variables: valid box_f1 mean: 0.768628 2020-06-16 05:02:01.454: INFO @log_variables: valid box_recall mean: 0.832805 2020-06-16 05:02:01.454: INFO @log_variables: valid box_precision mean: 0.735465 2020-06-16 05:02:01.454: INFO @log_variables: valid face_box_f1 mean: 0.476325 2020-06-16 05:02:01.454: INFO @log_variables: valid body_box_f1 mean: 0.815987 2020-06-16 05:02:01.454: INFO @log_variables: valid face_box_recall mean: 0.544121 2020-06-16 05:02:01.454: INFO @log_variables: valid body_box_recall mean: 0.865011 2020-06-16 05:02:01.454: INFO @log_variables: valid face_box_precision mean: 0.452655 2020-06-16 05:02:01.454: INFO @log_variables: valid face_fp mean: 1.276083 2020-06-16 05:02:01.454: INFO @log_variables: valid face_fn mean: 0.725148 2020-06-16 05:02:01.454: INFO @log_variables: valid body_fp mean: 1.547490 2020-06-16 05:02:01.454: INFO @log_variables: valid body_fn mean: 0.939961 2020-06-16 05:02:01.454: INFO @log_variables: valid body_box_precision mean: 0.796851 2020-06-16 05:02:01.454: INFO @log_variables: valid loss mean: 1.417116 2020-06-16 05:02:01.454: INFO @log_variables: valid localisation_loss mean: 1.164579 2020-06-16 05:02:01.454: INFO @log_variables: valid classification_loss mean: 0.718369 2020-06-16 05:02:01.455: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 05:02:01.457: INFO @log_profile : T plain_train: 344.100784 2020-06-16 05:02:01.457: INFO @log_profile : T valid: 20.180354 2020-06-16 05:02:01.457: INFO @log_profile : T read data: 10.767382 2020-06-16 05:02:01.457: INFO @log_profile : T hooks: 28.278158 2020-06-16 05:02:01.458: INFO @main_loop : Epoch 63 done 2020-06-16 05:02:01.458: INFO @main_loop : Training epoch 64 2020-06-16 05:08:46.167: INFO @decay_lr : LR updated to `7.255664e-05` 2020-06-16 05:08:46.182: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 05:08:46.183: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 05:08:46.183: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 05:08:46.183: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 05:08:46.183: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 05:08:46.183: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 05:08:46.183: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 05:08:46.183: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 05:08:46.183: INFO @log_variables: plain_train face_fp mean: nan 2020-06-16 05:08:46.183: INFO @log_variables: plain_train face_fn mean: nan 2020-06-16 05:08:46.183: INFO @log_variables: plain_train body_fp mean: nan 2020-06-16 05:08:46.183: INFO @log_variables: plain_train body_fn mean: nan 2020-06-16 05:08:46.183: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-16 05:08:46.183: INFO @log_variables: plain_train loss mean: 1.449951 2020-06-16 05:08:46.183: INFO @log_variables: plain_train localisation_loss mean: 1.164637 2020-06-16 05:08:46.183: INFO @log_variables: plain_train classification_loss mean: 0.751169 2020-06-16 05:08:46.183: INFO @log_variables: valid box_f1 mean: 0.772112 2020-06-16 05:08:46.183: INFO @log_variables: valid box_recall mean: 0.825514 2020-06-16 05:08:46.183: INFO @log_variables: valid box_precision mean: 0.748027 2020-06-16 05:08:46.183: INFO @log_variables: valid face_box_f1 mean: 0.478437 2020-06-16 05:08:46.184: INFO @log_variables: valid body_box_f1 mean: 0.822248 2020-06-16 05:08:46.184: INFO @log_variables: valid face_box_recall mean: 0.551498 2020-06-16 05:08:46.184: INFO @log_variables: valid body_box_recall mean: 0.851386 2020-06-16 05:08:46.184: INFO @log_variables: valid face_box_precision mean: 0.452235 2020-06-16 05:08:46.184: INFO @log_variables: valid face_fp mean: 1.312008 2020-06-16 05:08:46.184: INFO @log_variables: valid face_fn mean: 0.698081 2020-06-16 05:08:46.184: INFO @log_variables: valid body_fp mean: 1.285187 2020-06-16 05:08:46.184: INFO @log_variables: valid body_fn mean: 1.082185 2020-06-16 05:08:46.184: INFO @log_variables: valid body_box_precision mean: 0.820718 2020-06-16 05:08:46.184: INFO @log_variables: valid loss mean: 1.437284 2020-06-16 05:08:46.184: INFO @log_variables: valid localisation_loss mean: 1.187116 2020-06-16 05:08:46.184: INFO @log_variables: valid classification_loss mean: 0.725014 2020-06-16 05:08:46.184: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 05:08:46.187: INFO @log_profile : T plain_train: 343.833564 2020-06-16 05:08:46.187: INFO @log_profile : T valid: 20.104488 2020-06-16 05:08:46.187: INFO @log_profile : T read data: 10.879865 2020-06-16 05:08:46.187: INFO @log_profile : T hooks: 27.879586 2020-06-16 05:08:46.187: INFO @main_loop : Epoch 64 done 2020-06-16 05:08:46.187: INFO @main_loop : Training epoch 65 2020-06-16 05:15:31.998: INFO @decay_lr : LR updated to `7.2193856e-05` 2020-06-16 05:15:32.013: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 05:15:32.013: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 05:15:32.014: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 05:15:32.014: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 05:15:32.014: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 05:15:32.014: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 05:15:32.014: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 05:15:32.014: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 05:15:32.014: INFO @log_variables: plain_train face_fp mean: nan 2020-06-16 05:15:32.014: INFO @log_variables: plain_train face_fn mean: nan 2020-06-16 05:15:32.014: INFO @log_variables: plain_train body_fp mean: nan 2020-06-16 05:15:32.014: INFO @log_variables: plain_train body_fn mean: nan 2020-06-16 05:15:32.014: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-16 05:15:32.014: INFO @log_variables: plain_train loss mean: 1.455295 2020-06-16 05:15:32.014: INFO @log_variables: plain_train localisation_loss mean: 1.168765 2020-06-16 05:15:32.014: INFO @log_variables: plain_train classification_loss mean: 0.754036 2020-06-16 05:15:32.014: INFO @log_variables: valid box_f1 mean: 0.773596 2020-06-16 05:15:32.014: INFO @log_variables: valid box_recall mean: 0.830985 2020-06-16 05:15:32.014: INFO @log_variables: valid box_precision mean: 0.746341 2020-06-16 05:15:32.015: INFO @log_variables: valid face_box_f1 mean: 0.482182 2020-06-16 05:15:32.015: INFO @log_variables: valid body_box_f1 mean: 0.817439 2020-06-16 05:15:32.015: INFO @log_variables: valid face_box_recall mean: 0.544331 2020-06-16 05:15:32.015: INFO @log_variables: valid body_box_recall mean: 0.861724 2020-06-16 05:15:32.015: INFO @log_variables: valid face_box_precision mean: 0.460643 2020-06-16 05:15:32.015: INFO @log_variables: valid face_fp mean: 1.195128 2020-06-16 05:15:32.015: INFO @log_variables: valid face_fn mean: 0.717766 2020-06-16 05:15:32.015: INFO @log_variables: valid body_fp mean: 1.466289 2020-06-16 05:15:32.015: INFO @log_variables: valid body_fn mean: 0.986467 2020-06-16 05:15:32.015: INFO @log_variables: valid body_box_precision mean: 0.803190 2020-06-16 05:15:32.015: INFO @log_variables: valid loss mean: 1.395630 2020-06-16 05:15:32.015: INFO @log_variables: valid localisation_loss mean: 1.143489 2020-06-16 05:15:32.015: INFO @log_variables: valid classification_loss mean: 0.709536 2020-06-16 05:15:32.015: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 05:15:32.018: INFO @log_profile : T plain_train: 344.276324 2020-06-16 05:15:32.018: INFO @log_profile : T valid: 20.252489 2020-06-16 05:15:32.018: INFO @log_profile : T read data: 10.904130 2020-06-16 05:15:32.019: INFO @log_profile : T hooks: 28.357252 2020-06-16 05:15:32.019: INFO @main_loop : Epoch 65 done 2020-06-16 05:15:32.019: INFO @main_loop : Training epoch 66 2020-06-16 05:22:16.359: INFO @decay_lr : LR updated to `7.183289e-05` 2020-06-16 05:22:16.374: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 05:22:16.375: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 05:22:16.375: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 05:22:16.375: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 05:22:16.375: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 05:22:16.375: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 05:22:16.375: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 05:22:16.375: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 05:22:16.375: INFO @log_variables: plain_train face_fp mean: nan 2020-06-16 05:22:16.375: INFO @log_variables: plain_train face_fn mean: nan 2020-06-16 05:22:16.375: INFO @log_variables: plain_train body_fp mean: nan 2020-06-16 05:22:16.375: INFO @log_variables: plain_train body_fn mean: nan 2020-06-16 05:22:16.375: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-16 05:22:16.375: INFO @log_variables: plain_train loss mean: 1.453320 2020-06-16 05:22:16.375: INFO @log_variables: plain_train localisation_loss mean: 1.168991 2020-06-16 05:22:16.375: INFO @log_variables: plain_train classification_loss mean: 0.751925 2020-06-16 05:22:16.375: INFO @log_variables: valid box_f1 mean: 0.768046 2020-06-16 05:22:16.375: INFO @log_variables: valid box_recall mean: 0.831067 2020-06-16 05:22:16.375: INFO @log_variables: valid box_precision mean: 0.736423 2020-06-16 05:22:16.375: INFO @log_variables: valid face_box_f1 mean: 0.475793 2020-06-16 05:22:16.375: INFO @log_variables: valid body_box_f1 mean: 0.813462 2020-06-16 05:22:16.375: INFO @log_variables: valid face_box_recall mean: 0.535829 2020-06-16 05:22:16.376: INFO @log_variables: valid body_box_recall mean: 0.863568 2020-06-16 05:22:16.376: INFO @log_variables: valid face_box_precision mean: 0.457211 2020-06-16 05:22:16.376: INFO @log_variables: valid face_fp mean: 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05:22:16.379: INFO @main_loop : Training epoch 67 2020-06-16 05:29:00.960: INFO @decay_lr : LR updated to `7.1473725e-05` 2020-06-16 05:29:00.976: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 05:29:00.976: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 05:29:00.976: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 05:29:00.976: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 05:29:00.976: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 05:29:00.976: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 05:29:00.977: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 05:29:00.977: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 05:29:00.977: INFO @log_variables: plain_train face_fp mean: nan 2020-06-16 05:29:00.977: INFO @log_variables: plain_train face_fn mean: nan 2020-06-16 05:29:00.977: INFO @log_variables: plain_train body_fp mean: nan 2020-06-16 05:29:00.977: INFO @log_variables: plain_train body_fn mean: nan 2020-06-16 05:29:00.977: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-16 05:29:00.977: INFO @log_variables: plain_train loss mean: 1.440730 2020-06-16 05:29:00.977: INFO @log_variables: plain_train localisation_loss mean: 1.159621 2020-06-16 05:29:00.977: INFO @log_variables: plain_train classification_loss mean: 0.744957 2020-06-16 05:29:00.977: INFO @log_variables: valid box_f1 mean: 0.785212 2020-06-16 05:29:00.977: INFO @log_variables: valid box_recall mean: 0.824421 2020-06-16 05:29:00.977: INFO @log_variables: valid box_precision mean: 0.772528 2020-06-16 05:29:00.977: INFO @log_variables: valid face_box_f1 mean: 0.487758 2020-06-16 05:29:00.977: INFO @log_variables: valid body_box_f1 mean: 0.826813 2020-06-16 05:29:00.977: INFO @log_variables: valid face_box_recall mean: 0.533077 2020-06-16 05:29:00.977: INFO @log_variables: valid body_box_recall mean: 0.856104 2020-06-16 05:29:00.977: INFO @log_variables: valid face_box_precision mean: 0.478729 2020-06-16 05:29:00.977: INFO @log_variables: valid face_fp mean: 0.994094 2020-06-16 05:29:00.977: INFO @log_variables: valid face_fn mean: 0.760335 2020-06-16 05:29:00.977: INFO @log_variables: valid body_fp mean: 1.262549 2020-06-16 05:29:00.978: INFO @log_variables: valid body_fn mean: 1.022146 2020-06-16 05:29:00.978: INFO @log_variables: valid body_box_precision mean: 0.824574 2020-06-16 05:29:00.978: INFO @log_variables: valid loss mean: 1.404285 2020-06-16 05:29:00.978: INFO @log_variables: valid localisation_loss mean: 1.162478 2020-06-16 05:29:00.978: INFO @log_variables: valid classification_loss mean: 0.706798 2020-06-16 05:29:00.978: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 05:29:01.123: INFO @save : Model saved to: ./log/DetectionBodyFace-overheadAll-headCovered/model_best.ckpt 2020-06-16 05:29:01.135: INFO @log_profile : T plain_train: 343.812352 2020-06-16 05:29:01.135: INFO @log_profile : T valid: 20.110481 2020-06-16 05:29:01.135: INFO @log_profile : T read data: 10.882272 2020-06-16 05:29:01.135: INFO @log_profile : T hooks: 27.904932 2020-06-16 05:29:01.135: INFO @main_loop : Epoch 67 done 2020-06-16 05:29:01.135: INFO @main_loop : Training epoch 68 2020-06-16 05:35:46.493: INFO @decay_lr : LR updated to `7.111636e-05` 2020-06-16 05:35:46.508: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 05:35:46.509: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 05:35:46.509: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 05:35:46.509: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 05:35:46.509: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 05:35:46.509: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 05:35:46.509: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 05:35:46.509: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 05:35:46.509: INFO @log_variables: plain_train face_fp mean: nan 2020-06-16 05:35:46.509: INFO @log_variables: plain_train face_fn mean: nan 2020-06-16 05:35:46.509: INFO @log_variables: plain_train body_fp mean: nan 2020-06-16 05:35:46.509: INFO @log_variables: plain_train body_fn mean: nan 2020-06-16 05:35:46.509: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-16 05:35:46.509: INFO @log_variables: plain_train loss mean: 1.444545 2020-06-16 05:35:46.509: INFO @log_variables: plain_train localisation_loss mean: 1.164059 2020-06-16 05:35:46.509: INFO @log_variables: plain_train classification_loss mean: 0.746110 2020-06-16 05:35:46.509: INFO @log_variables: valid box_f1 mean: 0.774969 2020-06-16 05:35:46.509: INFO @log_variables: valid box_recall mean: 0.827044 2020-06-16 05:35:46.510: INFO @log_variables: valid box_precision mean: 0.752131 2020-06-16 05:35:46.510: INFO @log_variables: valid face_box_f1 mean: 0.480858 2020-06-16 05:35:46.510: INFO @log_variables: valid body_box_f1 mean: 0.823977 2020-06-16 05:35:46.510: INFO @log_variables: valid face_box_recall mean: 0.550963 2020-06-16 05:35:46.510: INFO @log_variables: valid body_box_recall mean: 0.854257 2020-06-16 05:35:46.510: INFO @log_variables: valid face_box_precision mean: 0.455045 2020-06-16 05:35:46.510: INFO @log_variables: valid face_fp mean: 1.295522 2020-06-16 05:35:46.510: INFO @log_variables: valid face_fn mean: 0.701526 2020-06-16 05:35:46.510: INFO @log_variables: valid body_fp mean: 1.290108 2020-06-16 05:35:46.510: INFO @log_variables: valid body_fn mean: 1.044045 2020-06-16 05:35:46.510: INFO @log_variables: valid body_box_precision mean: 0.821764 2020-06-16 05:35:46.510: INFO @log_variables: valid loss mean: 1.396576 2020-06-16 05:35:46.510: INFO @log_variables: valid localisation_loss mean: 1.146924 2020-06-16 05:35:46.510: INFO @log_variables: valid classification_loss mean: 0.708422 2020-06-16 05:35:46.510: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 05:35:46.513: INFO @log_profile : T plain_train: 343.877464 2020-06-16 05:35:46.513: INFO @log_profile : T valid: 20.397433 2020-06-16 05:35:46.513: INFO @log_profile : T read data: 10.921265 2020-06-16 05:35:46.513: INFO @log_profile : T hooks: 28.145484 2020-06-16 05:35:46.514: INFO @main_loop : Epoch 68 done 2020-06-16 05:35:46.514: INFO @main_loop : Training epoch 69 2020-06-16 05:42:31.026: INFO @decay_lr : LR updated to `7.0760776e-05` 2020-06-16 05:42:31.041: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 05:42:31.041: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 05:42:31.041: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 05:42:31.041: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 05:42:31.041: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 05:42:31.042: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 05:42:31.042: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 05:42:31.042: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 05:42:31.042: INFO @log_variables: plain_train face_fp mean: nan 2020-06-16 05:42:31.042: INFO @log_variables: plain_train face_fn mean: nan 2020-06-16 05:42:31.042: INFO @log_variables: plain_train body_fp mean: nan 2020-06-16 05:42:31.042: INFO @log_variables: plain_train body_fn mean: nan 2020-06-16 05:42:31.042: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-16 05:42:31.042: INFO @log_variables: plain_train loss mean: 1.441674 2020-06-16 05:42:31.042: INFO @log_variables: plain_train localisation_loss mean: 1.161564 2020-06-16 05:42:31.042: INFO @log_variables: plain_train classification_loss mean: 0.744736 2020-06-16 05:42:31.042: INFO @log_variables: valid box_f1 mean: 0.781490 2020-06-16 05:42:31.042: INFO @log_variables: valid box_recall mean: 0.824456 2020-06-16 05:42:31.042: INFO @log_variables: valid box_precision mean: 0.765607 2020-06-16 05:42:31.042: INFO @log_variables: valid face_box_f1 mean: 0.485385 2020-06-16 05:42:31.042: INFO @log_variables: valid body_box_f1 mean: 0.827631 2020-06-16 05:42:31.042: INFO @log_variables: valid face_box_recall mean: 0.544434 2020-06-16 05:42:31.042: INFO @log_variables: valid body_box_recall mean: 0.853825 2020-06-16 05:42:31.042: INFO @log_variables: valid face_box_precision mean: 0.467208 2020-06-16 05:42:31.042: INFO @log_variables: valid face_fp mean: 1.157234 2020-06-16 05:42:31.042: INFO @log_variables: valid face_fn mean: 0.719488 2020-06-16 05:42:31.043: INFO @log_variables: valid body_fp mean: 1.234006 2020-06-16 05:42:31.043: INFO @log_variables: valid body_fn mean: 1.048967 2020-06-16 05:42:31.043: INFO @log_variables: valid body_box_precision mean: 0.827979 2020-06-16 05:42:31.043: INFO @log_variables: valid loss mean: 1.395826 2020-06-16 05:42:31.043: INFO @log_variables: valid localisation_loss mean: 1.143710 2020-06-16 05:42:31.043: INFO @log_variables: valid classification_loss mean: 0.709600 2020-06-16 05:42:31.043: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 05:42:31.046: INFO @log_profile : T plain_train: 343.769892 2020-06-16 05:42:31.046: INFO @log_profile : T valid: 20.107794 2020-06-16 05:42:31.046: INFO @log_profile : T read data: 10.911191 2020-06-16 05:42:31.046: INFO @log_profile : T hooks: 27.695787 2020-06-16 05:42:31.046: INFO @main_loop : Epoch 69 done 2020-06-16 05:42:31.046: INFO @main_loop : Training epoch 70 2020-06-16 05:49:15.769: INFO @decay_lr : LR updated to `7.0406975e-05` 2020-06-16 05:49:15.785: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 05:49:15.785: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 05:49:15.785: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 05:49:15.786: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 05:49:15.786: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 05:49:15.786: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 05:49:15.786: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 05:49:15.786: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 05:49:15.786: INFO @log_variables: plain_train face_fp mean: nan 2020-06-16 05:49:15.786: INFO @log_variables: plain_train face_fn mean: nan 2020-06-16 05:49:15.786: INFO @log_variables: plain_train body_fp mean: nan 2020-06-16 05:49:15.786: INFO @log_variables: plain_train body_fn mean: nan 2020-06-16 05:49:15.786: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-16 05:49:15.786: INFO @log_variables: plain_train loss mean: 1.435859 2020-06-16 05:49:15.786: INFO @log_variables: plain_train localisation_loss mean: 1.156391 2020-06-16 05:49:15.786: INFO @log_variables: plain_train classification_loss mean: 0.742024 2020-06-16 05:49:15.786: INFO @log_variables: valid box_f1 mean: 0.777030 2020-06-16 05:49:15.786: INFO @log_variables: valid box_recall mean: 0.823082 2020-06-16 05:49:15.786: INFO @log_variables: valid box_precision mean: 0.758532 2020-06-16 05:49:15.786: INFO @log_variables: valid face_box_f1 mean: 0.476753 2020-06-16 05:49:15.786: INFO @log_variables: valid body_box_f1 mean: 0.826085 2020-06-16 05:49:15.786: INFO @log_variables: valid face_box_recall mean: 0.538125 2020-06-16 05:49:15.786: INFO @log_variables: valid body_box_recall mean: 0.853514 2020-06-16 05:49:15.787: INFO @log_variables: valid face_box_precision mean: 0.456623 2020-06-16 05:49:15.787: INFO @log_variables: valid face_fp mean: 1.214075 2020-06-16 05:49:15.787: INFO @log_variables: valid face_fn mean: 0.741388 2020-06-16 05:49:15.787: INFO @log_variables: valid body_fp mean: 1.239911 2020-06-16 05:49:15.787: INFO @log_variables: valid body_fn mean: 1.054872 2020-06-16 05:49:15.787: INFO @log_variables: valid body_box_precision mean: 0.825788 2020-06-16 05:49:15.787: INFO @log_variables: valid loss mean: 1.401525 2020-06-16 05:49:15.787: INFO @log_variables: valid localisation_loss mean: 1.150182 2020-06-16 05:49:15.787: INFO @log_variables: valid classification_loss mean: 0.711416 2020-06-16 05:49:15.787: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 05:49:15.790: INFO @log_profile : T plain_train: 344.069305 2020-06-16 05:49:15.790: INFO @log_profile : T valid: 20.099661 2020-06-16 05:49:15.790: INFO @log_profile : T read data: 10.878105 2020-06-16 05:49:15.790: INFO @log_profile : T hooks: 27.657095 2020-06-16 05:49:15.790: INFO @main_loop : Epoch 70 done 2020-06-16 05:49:15.790: INFO @main_loop : Training epoch 71 2020-06-16 05:56:01.046: INFO @decay_lr : LR updated to `7.005494e-05` 2020-06-16 05:56:01.061: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 05:56:01.061: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 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plain_train localisation_loss mean: 1.155823 2020-06-16 05:56:01.062: INFO @log_variables: plain_train classification_loss mean: 0.741871 2020-06-16 05:56:01.062: INFO @log_variables: valid box_f1 mean: 0.773519 2020-06-16 05:56:01.062: INFO @log_variables: valid box_recall mean: 0.823501 2020-06-16 05:56:01.062: INFO @log_variables: valid box_precision mean: 0.752072 2020-06-16 05:56:01.062: INFO @log_variables: valid face_box_f1 mean: 0.477464 2020-06-16 05:56:01.062: INFO @log_variables: valid body_box_f1 mean: 0.819535 2020-06-16 05:56:01.062: INFO @log_variables: valid face_box_recall mean: 0.535691 2020-06-16 05:56:01.062: INFO @log_variables: valid body_box_recall mean: 0.855989 2020-06-16 05:56:01.062: INFO @log_variables: valid face_box_precision mean: 0.458666 2020-06-16 05:56:01.062: INFO @log_variables: valid face_fp mean: 1.174951 2020-06-16 05:56:01.062: INFO @log_variables: valid face_fn mean: 0.749016 2020-06-16 05:56:01.063: INFO @log_variables: valid body_fp mean: 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@log_variables: plain_train box_f1 mean: nan 2020-06-16 06:02:46.235: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 06:02:46.235: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 06:02:46.235: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 06:02:46.235: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 06:02:46.235: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 06:02:46.235: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 06:02:46.235: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 06:02:46.235: INFO @log_variables: plain_train face_fp mean: nan 2020-06-16 06:02:46.235: INFO @log_variables: plain_train face_fn mean: nan 2020-06-16 06:02:46.235: INFO @log_variables: plain_train body_fp mean: nan 2020-06-16 06:02:46.235: INFO @log_variables: plain_train body_fn mean: nan 2020-06-16 06:02:46.235: INFO @log_variables: plain_train 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06:02:46.239: INFO @main_loop : Training epoch 73 2020-06-16 06:09:30.966: INFO @decay_lr : LR updated to `6.9356145e-05` 2020-06-16 06:09:30.981: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 06:09:30.981: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 06:09:30.981: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 06:09:30.981: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 06:09:30.981: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 06:09:30.981: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 06:09:30.981: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 06:09:30.981: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 06:09:30.981: INFO @log_variables: plain_train face_fp mean: nan 2020-06-16 06:09:30.981: INFO @log_variables: plain_train face_fn mean: nan 2020-06-16 06:09:30.981: INFO @log_variables: plain_train body_fp mean: nan 2020-06-16 06:09:30.982: INFO @log_variables: plain_train body_fn mean: nan 2020-06-16 06:09:30.982: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-16 06:09:30.982: INFO @log_variables: plain_train loss mean: 1.440587 2020-06-16 06:09:30.982: INFO @log_variables: plain_train localisation_loss mean: 1.158668 2020-06-16 06:09:30.982: INFO @log_variables: plain_train classification_loss mean: 0.745385 2020-06-16 06:09:30.982: INFO @log_variables: valid box_f1 mean: 0.780208 2020-06-16 06:09:30.982: INFO @log_variables: valid box_recall mean: 0.831020 2020-06-16 06:09:30.982: INFO @log_variables: valid box_precision mean: 0.757700 2020-06-16 06:09:30.982: INFO @log_variables: valid face_box_f1 mean: 0.488034 2020-06-16 06:09:30.982: INFO @log_variables: valid body_box_f1 mean: 0.824350 2020-06-16 06:09:30.982: INFO @log_variables: valid face_box_recall mean: 0.548120 2020-06-16 06:09:30.982: INFO @log_variables: valid body_box_recall mean: 0.859201 2020-06-16 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10.930492 2020-06-16 06:09:30.986: INFO @log_profile : T hooks: 27.442248 2020-06-16 06:09:30.986: INFO @main_loop : Epoch 73 done 2020-06-16 06:09:30.986: INFO @main_loop : Training epoch 74 2020-06-16 06:16:16.281: INFO @decay_lr : LR updated to `6.9009366e-05` 2020-06-16 06:16:16.296: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 06:16:16.296: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 06:16:16.296: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 06:16:16.296: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 06:16:16.296: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 06:16:16.296: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 06:16:16.296: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 06:16:16.296: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 06:16:16.296: INFO @log_variables: plain_train face_fp mean: nan 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@log_variables: valid face_box_recall mean: 0.538587 2020-06-16 06:16:16.297: INFO @log_variables: valid body_box_recall mean: 0.854844 2020-06-16 06:16:16.297: INFO @log_variables: valid face_box_precision mean: 0.445853 2020-06-16 06:16:16.297: INFO @log_variables: valid face_fp mean: 1.320374 2020-06-16 06:16:16.297: INFO @log_variables: valid face_fn mean: 0.732776 2020-06-16 06:16:16.297: INFO @log_variables: valid body_fp mean: 1.298720 2020-06-16 06:16:16.297: INFO @log_variables: valid body_fn mean: 1.032234 2020-06-16 06:16:16.297: INFO @log_variables: valid body_box_precision mean: 0.822683 2020-06-16 06:16:16.297: INFO @log_variables: valid loss mean: 1.388983 2020-06-16 06:16:16.297: INFO @log_variables: valid localisation_loss mean: 1.140927 2020-06-16 06:16:16.297: INFO @log_variables: valid classification_loss mean: 0.704426 2020-06-16 06:16:16.297: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 06:16:16.300: INFO @log_profile : T plain_train: 343.582617 2020-06-16 06:16:16.300: INFO @log_profile : T valid: 20.306243 2020-06-16 06:16:16.300: INFO @log_profile : T read data: 11.040183 2020-06-16 06:16:16.300: INFO @log_profile : T hooks: 28.338508 2020-06-16 06:16:16.300: INFO @main_loop : Epoch 74 done 2020-06-16 06:16:16.301: INFO @main_loop : Training epoch 75 2020-06-16 06:23:00.633: INFO @decay_lr : LR updated to `6.866432e-05` 2020-06-16 06:23:00.648: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 06:23:00.648: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 06:23:00.648: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 06:23:00.648: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 06:23:00.648: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 06:23:00.648: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 06:23:00.648: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 06:23:00.648: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 06:23:00.648: INFO @log_variables: plain_train face_fp mean: nan 2020-06-16 06:23:00.649: INFO @log_variables: plain_train face_fn mean: nan 2020-06-16 06:23:00.649: INFO @log_variables: plain_train body_fp mean: nan 2020-06-16 06:23:00.649: INFO @log_variables: plain_train body_fn mean: nan 2020-06-16 06:23:00.649: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-16 06:23:00.649: INFO @log_variables: plain_train loss mean: 1.437981 2020-06-16 06:23:00.649: INFO @log_variables: plain_train localisation_loss mean: 1.159906 2020-06-16 06:23:00.649: INFO @log_variables: plain_train classification_loss mean: 0.742038 2020-06-16 06:23:00.649: INFO @log_variables: valid box_f1 mean: 0.777986 2020-06-16 06:23:00.649: INFO @log_variables: valid box_recall mean: 0.826358 2020-06-16 06:23:00.649: INFO @log_variables: valid box_precision mean: 0.757683 2020-06-16 06:23:00.649: INFO @log_variables: valid face_box_f1 mean: 0.481544 2020-06-16 06:23:00.649: INFO @log_variables: valid body_box_f1 mean: 0.824451 2020-06-16 06:23:00.649: INFO @log_variables: valid face_box_recall mean: 0.539716 2020-06-16 06:23:00.649: INFO @log_variables: valid body_box_recall mean: 0.856998 2020-06-16 06:23:00.649: INFO @log_variables: valid face_box_precision mean: 0.463564 2020-06-16 06:23:00.649: INFO @log_variables: valid face_fp mean: 1.172736 2020-06-16 06:23:00.649: INFO @log_variables: valid face_fn mean: 0.732037 2020-06-16 06:23:00.649: INFO @log_variables: valid body_fp mean: 1.309793 2020-06-16 06:23:00.649: INFO @log_variables: valid body_fn mean: 1.027559 2020-06-16 06:23:00.649: INFO @log_variables: valid body_box_precision mean: 0.819721 2020-06-16 06:23:00.649: INFO @log_variables: valid loss mean: 1.377673 2020-06-16 06:23:00.650: INFO @log_variables: valid localisation_loss mean: 1.127875 2020-06-16 06:23:00.650: INFO @log_variables: valid classification_loss mean: 0.700947 2020-06-16 06:23:00.650: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 06:23:00.652: INFO @log_profile : T plain_train: 343.284491 2020-06-16 06:23:00.653: INFO @log_profile : T valid: 20.343160 2020-06-16 06:23:00.653: INFO @log_profile : T read data: 10.901858 2020-06-16 06:23:00.653: INFO @log_profile : T hooks: 27.789814 2020-06-16 06:23:00.653: INFO @main_loop : Epoch 75 done 2020-06-16 06:23:00.653: INFO @main_loop : Training epoch 76 2020-06-16 06:29:46.084: INFO @decay_lr : LR updated to `6.8320995e-05` 2020-06-16 06:29:46.100: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 06:29:46.100: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 06:29:46.100: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 06:29:46.100: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 06:29:46.100: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 06:29:46.100: INFO @log_variables: plain_train 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@log_variables: valid localisation_loss mean: 1.147453 2020-06-16 06:29:46.101: INFO @log_variables: valid classification_loss mean: 0.703460 2020-06-16 06:29:46.101: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 06:29:46.104: INFO @log_profile : T plain_train: 344.172923 2020-06-16 06:29:46.104: INFO @log_profile : T valid: 20.370212 2020-06-16 06:29:46.105: INFO @log_profile : T read data: 10.997072 2020-06-16 06:29:46.105: INFO @log_profile : T hooks: 27.869828 2020-06-16 06:29:46.105: INFO @main_loop : Epoch 76 done 2020-06-16 06:29:46.105: INFO @main_loop : Training epoch 77 2020-06-16 06:36:31.444: INFO @decay_lr : LR updated to `6.797939e-05` 2020-06-16 06:36:31.459: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 06:36:31.459: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 06:36:31.459: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 06:36:31.459: INFO @log_variables: plain_train 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0.735144 2020-06-16 06:36:31.460: INFO @log_variables: valid box_f1 mean: 0.775969 2020-06-16 06:36:31.460: INFO @log_variables: valid box_recall mean: 0.830496 2020-06-16 06:36:31.460: INFO @log_variables: valid box_precision mean: 0.750501 2020-06-16 06:36:31.460: INFO @log_variables: valid face_box_f1 mean: 0.483186 2020-06-16 06:36:31.460: INFO @log_variables: valid body_box_f1 mean: 0.825086 2020-06-16 06:36:31.460: INFO @log_variables: valid face_box_recall mean: 0.557734 2020-06-16 06:36:31.460: INFO @log_variables: valid body_box_recall mean: 0.857896 2020-06-16 06:36:31.460: INFO @log_variables: valid face_box_precision mean: 0.455671 2020-06-16 06:36:31.461: INFO @log_variables: valid face_fp mean: 1.318159 2020-06-16 06:36:31.461: INFO @log_variables: valid face_fn mean: 0.686024 2020-06-16 06:36:31.461: INFO @log_variables: valid body_fp mean: 1.304380 2020-06-16 06:36:31.461: INFO @log_variables: valid body_fn mean: 1.019931 2020-06-16 06:36:31.461: INFO @log_variables: 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@log_variables: plain_train localisation_loss mean: 1.152766 2020-06-16 06:43:16.965: INFO @log_variables: plain_train classification_loss mean: 0.737339 2020-06-16 06:43:16.965: INFO @log_variables: valid box_f1 mean: 0.782104 2020-06-16 06:43:16.965: INFO @log_variables: valid box_recall mean: 0.827345 2020-06-16 06:43:16.965: INFO @log_variables: valid box_precision mean: 0.764194 2020-06-16 06:43:16.966: INFO @log_variables: valid face_box_f1 mean: 0.487635 2020-06-16 06:43:16.966: INFO @log_variables: valid body_box_f1 mean: 0.827698 2020-06-16 06:43:16.966: INFO @log_variables: valid face_box_recall mean: 0.544388 2020-06-16 06:43:16.966: INFO @log_variables: valid body_box_recall mean: 0.855984 2020-06-16 06:43:16.966: INFO @log_variables: valid face_box_precision mean: 0.469836 2020-06-16 06:43:16.966: INFO @log_variables: valid face_fp mean: 1.123278 2020-06-16 06:43:16.966: INFO @log_variables: valid face_fn mean: 0.722441 2020-06-16 06:43:16.966: INFO @log_variables: valid 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done 2020-06-16 06:50:01.800: INFO @main_loop : Training epoch 80 2020-06-16 06:56:47.117: INFO @decay_lr : LR updated to `6.6964785e-05` 2020-06-16 06:56:47.133: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 06:56:47.133: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 06:56:47.133: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 06:56:47.133: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 06:56:47.133: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 06:56:47.133: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 06:56:47.133: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 06:56:47.133: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 06:56:47.133: INFO @log_variables: plain_train face_fp mean: nan 2020-06-16 06:56:47.134: INFO @log_variables: plain_train face_fn mean: nan 2020-06-16 06:56:47.134: INFO @log_variables: plain_train 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2020-06-16 06:56:47.134: INFO @log_variables: valid face_box_precision mean: 0.458096 2020-06-16 06:56:47.134: INFO @log_variables: valid face_fp mean: 1.250492 2020-06-16 06:56:47.134: INFO @log_variables: valid face_fn mean: 0.710876 2020-06-16 06:56:47.134: INFO @log_variables: valid body_fp mean: 1.315453 2020-06-16 06:56:47.134: INFO @log_variables: valid body_fn mean: 1.010827 2020-06-16 06:56:47.134: INFO @log_variables: valid body_box_precision mean: 0.820710 2020-06-16 06:56:47.134: INFO @log_variables: valid loss mean: 1.398056 2020-06-16 06:56:47.134: INFO @log_variables: valid localisation_loss mean: 1.143265 2020-06-16 06:56:47.135: INFO @log_variables: valid classification_loss mean: 0.712097 2020-06-16 06:56:47.135: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 06:56:47.137: INFO @log_profile : T plain_train: 343.578294 2020-06-16 06:56:47.137: INFO @log_profile : T valid: 20.126445 2020-06-16 06:56:47.138: INFO @log_profile : T read data: 11.110164 2020-06-16 06:56:47.138: INFO @log_profile : T hooks: 28.486452 2020-06-16 06:56:47.138: INFO @main_loop : Epoch 80 done 2020-06-16 06:56:47.138: INFO @main_loop : Training epoch 81 2020-06-16 07:03:33.240: INFO @decay_lr : LR updated to `6.662996e-05` 2020-06-16 07:03:33.255: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 07:03:33.255: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 07:03:33.256: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 07:03:33.256: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 07:03:33.256: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 07:03:33.256: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 07:03:33.256: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 07:03:33.256: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 07:03:33.256: INFO @log_variables: plain_train face_fp mean: nan 2020-06-16 07:03:33.256: INFO @log_variables: plain_train face_fn mean: nan 2020-06-16 07:03:33.256: INFO @log_variables: plain_train body_fp mean: nan 2020-06-16 07:03:33.256: INFO @log_variables: plain_train body_fn mean: nan 2020-06-16 07:03:33.256: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-16 07:03:33.256: INFO @log_variables: plain_train loss mean: 1.421136 2020-06-16 07:03:33.256: INFO @log_variables: plain_train localisation_loss mean: 1.144618 2020-06-16 07:03:33.256: INFO @log_variables: plain_train classification_loss mean: 0.734365 2020-06-16 07:03:33.256: INFO @log_variables: valid box_f1 mean: 0.765115 2020-06-16 07:03:33.256: INFO @log_variables: valid box_recall mean: 0.839045 2020-06-16 07:03:33.256: INFO @log_variables: valid box_precision mean: 0.725538 2020-06-16 07:03:33.256: INFO @log_variables: valid face_box_f1 mean: 0.478172 2020-06-16 07:03:33.256: INFO @log_variables: valid body_box_f1 mean: 0.813282 2020-06-16 07:03:33.256: INFO @log_variables: valid face_box_recall mean: 0.558309 2020-06-16 07:03:33.256: INFO @log_variables: valid body_box_recall mean: 0.866963 2020-06-16 07:03:33.257: INFO @log_variables: valid face_box_precision mean: 0.446636 2020-06-16 07:03:33.257: INFO @log_variables: valid face_fp mean: 1.392717 2020-06-16 07:03:33.257: INFO @log_variables: valid face_fn mean: 0.677904 2020-06-16 07:03:33.257: INFO @log_variables: valid body_fp mean: 1.585138 2020-06-16 07:03:33.257: INFO @log_variables: valid body_fn mean: 0.955955 2020-06-16 07:03:33.257: INFO @log_variables: valid body_box_precision mean: 0.791578 2020-06-16 07:03:33.257: INFO @log_variables: valid loss mean: 1.392301 2020-06-16 07:03:33.257: INFO @log_variables: valid localisation_loss mean: 1.138475 2020-06-16 07:03:33.257: INFO @log_variables: valid classification_loss mean: 0.709217 2020-06-16 07:03:33.257: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 07:03:33.260: INFO @log_profile : T plain_train: 344.134295 2020-06-16 07:03:33.260: INFO @log_profile : T valid: 20.397660 2020-06-16 07:03:33.260: INFO @log_profile : T read data: 10.818059 2020-06-16 07:03:33.260: INFO @log_profile : T hooks: 28.729015 2020-06-16 07:03:33.260: INFO @main_loop : Epoch 81 done 2020-06-16 07:03:33.260: INFO @main_loop : Training epoch 82 2020-06-16 07:10:18.379: INFO @decay_lr : LR updated to `6.629681e-05` 2020-06-16 07:10:18.394: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 07:10:18.394: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 07:10:18.394: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 07:10:18.394: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 07:10:18.395: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 07:10:18.395: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 07:10:18.395: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 07:10:18.395: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 07:10:18.395: INFO @log_variables: plain_train face_fp mean: nan 2020-06-16 07:10:18.395: INFO @log_variables: plain_train face_fn mean: nan 2020-06-16 07:10:18.395: INFO @log_variables: plain_train body_fp mean: nan 2020-06-16 07:10:18.395: INFO @log_variables: plain_train body_fn mean: nan 2020-06-16 07:10:18.395: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-16 07:10:18.395: INFO @log_variables: plain_train loss mean: 1.427444 2020-06-16 07:10:18.395: INFO @log_variables: plain_train localisation_loss mean: 1.149397 2020-06-16 07:10:18.395: INFO @log_variables: plain_train classification_loss mean: 0.737806 2020-06-16 07:10:18.395: INFO @log_variables: valid box_f1 mean: 0.770555 2020-06-16 07:10:18.395: INFO @log_variables: valid box_recall mean: 0.837289 2020-06-16 07:10:18.395: INFO @log_variables: valid box_precision mean: 0.735972 2020-06-16 07:10:18.395: INFO @log_variables: valid face_box_f1 mean: 0.475817 2020-06-16 07:10:18.395: INFO @log_variables: valid body_box_f1 mean: 0.816996 2020-06-16 07:10:18.395: INFO @log_variables: valid face_box_recall mean: 0.544499 2020-06-16 07:10:18.395: INFO @log_variables: valid body_box_recall mean: 0.867844 2020-06-16 07:10:18.395: INFO @log_variables: valid face_box_precision mean: 0.450829 2020-06-16 07:10:18.395: INFO @log_variables: valid face_fp mean: 1.292323 2020-06-16 07:10:18.395: INFO @log_variables: valid face_fn mean: 0.712598 2020-06-16 07:10:18.396: INFO @log_variables: valid body_fp mean: 1.551181 2020-06-16 07:10:18.396: INFO @log_variables: valid body_fn mean: 0.958415 2020-06-16 07:10:18.396: INFO @log_variables: valid body_box_precision mean: 0.797581 2020-06-16 07:10:18.396: INFO @log_variables: valid loss mean: 1.396456 2020-06-16 07:10:18.396: INFO @log_variables: valid localisation_loss mean: 1.141442 2020-06-16 07:10:18.396: INFO @log_variables: valid classification_loss mean: 0.711591 2020-06-16 07:10:18.396: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 07:10:18.399: INFO @log_profile : T plain_train: 343.664655 2020-06-16 07:10:18.399: INFO @log_profile : T valid: 20.099733 2020-06-16 07:10:18.399: INFO @log_profile : T read data: 11.005585 2020-06-16 07:10:18.399: INFO @log_profile : T hooks: 28.327172 2020-06-16 07:10:18.399: INFO @main_loop : Epoch 82 done 2020-06-16 07:10:18.399: INFO @main_loop : Training epoch 83 2020-06-16 07:17:03.554: INFO @decay_lr : LR updated to `6.596532e-05` 2020-06-16 07:17:03.568: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 07:17:03.569: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 07:17:03.569: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 07:17:03.569: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 07:17:03.569: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 07:17:03.569: INFO @log_variables: plain_train 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@log_variables: valid localisation_loss mean: 1.144178 2020-06-16 07:17:03.570: INFO @log_variables: valid classification_loss mean: 0.706486 2020-06-16 07:17:03.570: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 07:17:03.573: INFO @log_profile : T plain_train: 343.863087 2020-06-16 07:17:03.573: INFO @log_profile : T valid: 20.136971 2020-06-16 07:17:03.573: INFO @log_profile : T read data: 10.813759 2020-06-16 07:17:03.573: INFO @log_profile : T hooks: 28.321112 2020-06-16 07:17:03.573: INFO @main_loop : Epoch 83 done 2020-06-16 07:17:03.573: INFO @main_loop : Training epoch 84 2020-06-16 07:23:48.783: INFO @decay_lr : LR updated to `6.56355e-05` 2020-06-16 07:23:48.799: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 07:23:48.799: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 07:23:48.799: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 07:23:48.799: INFO @log_variables: plain_train 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@log_variables: plain_train localisation_loss mean: 1.136050 2020-06-16 07:30:33.595: INFO @log_variables: plain_train classification_loss mean: 0.729120 2020-06-16 07:30:33.595: INFO @log_variables: valid box_f1 mean: 0.783675 2020-06-16 07:30:33.595: INFO @log_variables: valid box_recall mean: 0.833404 2020-06-16 07:30:33.595: INFO @log_variables: valid box_precision mean: 0.762092 2020-06-16 07:30:33.595: INFO @log_variables: valid face_box_f1 mean: 0.492477 2020-06-16 07:30:33.595: INFO @log_variables: valid body_box_f1 mean: 0.823885 2020-06-16 07:30:33.595: INFO @log_variables: valid face_box_recall mean: 0.542301 2020-06-16 07:30:33.595: INFO @log_variables: valid body_box_recall mean: 0.864506 2020-06-16 07:30:33.595: INFO @log_variables: valid face_box_precision mean: 0.479882 2020-06-16 07:30:33.595: INFO @log_variables: valid face_fp mean: 1.010089 2020-06-16 07:30:33.595: INFO @log_variables: valid face_fn mean: 0.728839 2020-06-16 07:30:33.596: INFO @log_variables: valid 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07:37:18.515: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 07:37:18.515: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 07:37:18.516: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 07:37:18.516: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 07:37:18.516: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 07:37:18.516: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 07:37:18.516: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 07:37:18.516: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 07:37:18.516: INFO @log_variables: plain_train face_fp mean: nan 2020-06-16 07:37:18.516: INFO @log_variables: plain_train face_fn mean: nan 2020-06-16 07:37:18.516: INFO @log_variables: plain_train body_fp mean: nan 2020-06-16 07:37:18.516: INFO @log_variables: plain_train body_fn mean: nan 2020-06-16 07:37:18.516: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-16 07:37:18.516: INFO @log_variables: plain_train loss mean: 1.419485 2020-06-16 07:37:18.516: INFO @log_variables: plain_train localisation_loss mean: 1.143137 2020-06-16 07:37:18.516: INFO @log_variables: plain_train classification_loss mean: 0.733603 2020-06-16 07:37:18.516: INFO @log_variables: valid box_f1 mean: 0.782381 2020-06-16 07:37:18.516: INFO @log_variables: valid box_recall mean: 0.824030 2020-06-16 07:37:18.516: INFO @log_variables: valid box_precision mean: 0.767928 2020-06-16 07:37:18.516: INFO @log_variables: valid face_box_f1 mean: 0.487787 2020-06-16 07:37:18.516: INFO @log_variables: valid body_box_f1 mean: 0.827369 2020-06-16 07:37:18.516: INFO @log_variables: valid face_box_recall mean: 0.546315 2020-06-16 07:37:18.516: INFO @log_variables: valid body_box_recall mean: 0.851398 2020-06-16 07:37:18.517: INFO @log_variables: valid face_box_precision mean: 0.469465 2020-06-16 07:37:18.517: INFO @log_variables: valid face_fp mean: 1.126476 2020-06-16 07:37:18.517: INFO @log_variables: valid face_fn mean: 0.717028 2020-06-16 07:37:18.517: INFO @log_variables: valid body_fp mean: 1.204724 2020-06-16 07:37:18.517: INFO @log_variables: valid body_fn mean: 1.062746 2020-06-16 07:37:18.517: INFO @log_variables: valid body_box_precision mean: 0.830787 2020-06-16 07:37:18.517: INFO @log_variables: valid loss mean: 1.392484 2020-06-16 07:37:18.517: INFO @log_variables: valid localisation_loss mean: 1.133871 2020-06-16 07:37:18.517: INFO @log_variables: valid classification_loss mean: 0.712161 2020-06-16 07:37:18.517: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 07:37:18.520: INFO @log_profile : T plain_train: 344.318973 2020-06-16 07:37:18.520: INFO @log_profile : T valid: 20.094287 2020-06-16 07:37:18.520: INFO @log_profile : T read data: 10.823670 2020-06-16 07:37:18.520: INFO @log_profile : T hooks: 27.640896 2020-06-16 07:37:18.520: INFO @main_loop : Epoch 86 done 2020-06-16 07:37:18.520: INFO @main_loop : Training epoch 87 2020-06-16 07:44:03.685: INFO @decay_lr : LR updated to `6.4655884e-05` 2020-06-16 07:44:03.700: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 07:44:03.700: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 07:44:03.700: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 07:44:03.700: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 07:44:03.700: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 07:44:03.700: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 07:44:03.700: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 07:44:03.700: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 07:44:03.700: INFO @log_variables: plain_train face_fp mean: nan 2020-06-16 07:44:03.700: INFO @log_variables: plain_train face_fn mean: nan 2020-06-16 07:44:03.701: INFO @log_variables: plain_train body_fp mean: nan 2020-06-16 07:44:03.701: INFO @log_variables: plain_train body_fn mean: nan 2020-06-16 07:44:03.701: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-16 07:44:03.701: INFO @log_variables: plain_train loss mean: 1.413854 2020-06-16 07:44:03.701: INFO @log_variables: plain_train localisation_loss mean: 1.141101 2020-06-16 07:44:03.701: INFO @log_variables: plain_train classification_loss mean: 0.729193 2020-06-16 07:44:03.701: INFO @log_variables: valid box_f1 mean: 0.777255 2020-06-16 07:44:03.701: INFO @log_variables: valid box_recall mean: 0.832977 2020-06-16 07:44:03.701: INFO @log_variables: valid box_precision mean: 0.751423 2020-06-16 07:44:03.701: INFO @log_variables: valid face_box_f1 mean: 0.485081 2020-06-16 07:44:03.701: INFO @log_variables: valid body_box_f1 mean: 0.821192 2020-06-16 07:44:03.701: INFO @log_variables: valid face_box_recall mean: 0.545910 2020-06-16 07:44:03.701: INFO @log_variables: valid body_box_recall mean: 0.862427 2020-06-16 07:44:03.701: INFO @log_variables: valid face_box_precision mean: 0.465462 2020-06-16 07:44:03.701: INFO @log_variables: valid face_fp mean: 1.150098 2020-06-16 07:44:03.701: INFO @log_variables: valid face_fn mean: 0.717766 2020-06-16 07:44:03.701: INFO @log_variables: valid body_fp mean: 1.421506 2020-06-16 07:44:03.701: INFO @log_variables: valid body_fn mean: 0.968504 2020-06-16 07:44:03.701: INFO @log_variables: valid body_box_precision mean: 0.809168 2020-06-16 07:44:03.702: INFO @log_variables: valid loss mean: 1.385122 2020-06-16 07:44:03.702: INFO @log_variables: valid localisation_loss mean: 1.128458 2020-06-16 07:44:03.702: INFO @log_variables: valid classification_loss mean: 0.708047 2020-06-16 07:44:03.702: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 07:44:03.704: INFO @log_profile : T plain_train: 344.051972 2020-06-16 07:44:03.705: INFO @log_profile : T valid: 20.184522 2020-06-16 07:44:03.705: INFO @log_profile : T read data: 10.920583 2020-06-16 07:44:03.705: INFO @log_profile : T hooks: 27.989351 2020-06-16 07:44:03.705: INFO @main_loop : Epoch 87 done 2020-06-16 07:44:03.705: INFO @main_loop : Training epoch 88 2020-06-16 07:50:47.988: INFO @decay_lr : LR updated to `6.4332606e-05` 2020-06-16 07:50:48.003: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 07:50:48.004: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 07:50:48.004: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 07:50:48.004: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 07:50:48.004: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 07:50:48.004: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 07:50:48.004: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 07:50:48.004: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 07:50:48.004: INFO @log_variables: plain_train face_fp mean: nan 2020-06-16 07:50:48.004: INFO @log_variables: plain_train face_fn mean: nan 2020-06-16 07:50:48.004: INFO @log_variables: plain_train body_fp mean: nan 2020-06-16 07:50:48.004: INFO @log_variables: plain_train body_fn mean: nan 2020-06-16 07:50:48.004: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-16 07:50:48.004: INFO @log_variables: plain_train loss mean: 1.414793 2020-06-16 07:50:48.004: INFO @log_variables: plain_train localisation_loss mean: 1.135947 2020-06-16 07:50:48.004: INFO @log_variables: plain_train classification_loss mean: 0.733225 2020-06-16 07:50:48.004: INFO @log_variables: valid box_f1 mean: 0.789069 2020-06-16 07:50:48.004: INFO @log_variables: valid box_recall mean: 0.822409 2020-06-16 07:50:48.004: INFO @log_variables: valid box_precision mean: 0.781670 2020-06-16 07:50:48.004: INFO @log_variables: valid face_box_f1 mean: 0.495979 2020-06-16 07:50:48.004: INFO @log_variables: valid body_box_f1 mean: 0.829222 2020-06-16 07:50:48.004: INFO @log_variables: valid face_box_recall mean: 0.543177 2020-06-16 07:50:48.005: INFO @log_variables: valid body_box_recall mean: 0.850413 2020-06-16 07:50:48.005: INFO @log_variables: valid face_box_precision mean: 0.486206 2020-06-16 07:50:48.005: INFO @log_variables: valid face_fp mean: 0.993602 2020-06-16 07:50:48.005: INFO @log_variables: valid face_fn mean: 0.734744 2020-06-16 07:50:48.005: INFO @log_variables: valid body_fp mean: 1.155512 2020-06-16 07:50:48.005: INFO @log_variables: valid body_fn mean: 1.075541 2020-06-16 07:50:48.005: INFO @log_variables: valid body_box_precision mean: 0.834355 2020-06-16 07:50:48.005: INFO @log_variables: valid loss mean: 1.401113 2020-06-16 07:50:48.005: INFO @log_variables: valid localisation_loss mean: 1.144091 2020-06-16 07:50:48.005: INFO @log_variables: valid classification_loss mean: 0.714658 2020-06-16 07:50:48.005: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 07:50:48.150: INFO @save : Model saved to: ./log/DetectionBodyFace-overheadAll-headCovered/model_best.ckpt 2020-06-16 07:50:48.163: INFO @log_profile : T plain_train: 343.926808 2020-06-16 07:50:48.163: INFO @log_profile : T valid: 20.052488 2020-06-16 07:50:48.163: INFO @log_profile : T read data: 10.869284 2020-06-16 07:50:48.163: INFO @log_profile : T hooks: 27.565922 2020-06-16 07:50:48.163: INFO @main_loop : Epoch 88 done 2020-06-16 07:50:48.163: INFO @main_loop : Training epoch 89 2020-06-16 07:57:33.965: INFO @decay_lr : LR updated to `6.401094e-05` 2020-06-16 07:57:33.980: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 07:57:33.980: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 07:57:33.980: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 07:57:33.980: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 07:57:33.981: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 07:57:33.981: INFO @log_variables: plain_train 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0.834382 2020-06-16 07:57:33.982: INFO @log_variables: valid box_precision mean: 0.751668 2020-06-16 07:57:33.982: INFO @log_variables: valid face_box_f1 mean: 0.484439 2020-06-16 07:57:33.982: INFO @log_variables: valid body_box_f1 mean: 0.824602 2020-06-16 07:57:33.982: INFO @log_variables: valid face_box_recall mean: 0.548719 2020-06-16 07:57:33.982: INFO @log_variables: valid body_box_recall mean: 0.863282 2020-06-16 07:57:33.982: INFO @log_variables: valid face_box_precision mean: 0.461661 2020-06-16 07:57:33.982: INFO @log_variables: valid face_fp mean: 1.215059 2020-06-16 07:57:33.982: INFO @log_variables: valid face_fn mean: 0.710630 2020-06-16 07:57:33.982: INFO @log_variables: valid body_fp mean: 1.370325 2020-06-16 07:57:33.982: INFO @log_variables: valid body_fn mean: 0.976378 2020-06-16 07:57:33.982: INFO @log_variables: valid body_box_precision mean: 0.814798 2020-06-16 07:57:33.982: INFO @log_variables: valid loss mean: 1.370821 2020-06-16 07:57:33.982: INFO @log_variables: valid localisation_loss mean: 1.127593 2020-06-16 07:57:33.982: INFO @log_variables: valid classification_loss mean: 0.694265 2020-06-16 07:57:33.982: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 07:57:33.985: INFO @log_profile : T plain_train: 344.089197 2020-06-16 07:57:33.986: INFO @log_profile : T valid: 20.125117 2020-06-16 07:57:33.986: INFO @log_profile : T read data: 10.901149 2020-06-16 07:57:33.986: INFO @log_profile : T hooks: 28.662556 2020-06-16 07:57:33.986: INFO @main_loop : Epoch 89 done 2020-06-16 07:57:33.986: INFO @main_loop : Training epoch 90 2020-06-16 08:04:19.045: INFO @decay_lr : LR updated to `6.369089e-05` 2020-06-16 08:04:19.061: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 08:04:19.061: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 08:04:19.061: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 08:04:19.061: INFO @log_variables: plain_train 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0.727841 2020-06-16 08:04:19.062: INFO @log_variables: valid box_f1 mean: 0.777431 2020-06-16 08:04:19.062: INFO @log_variables: valid box_recall mean: 0.832027 2020-06-16 08:04:19.062: INFO @log_variables: valid box_precision mean: 0.752037 2020-06-16 08:04:19.062: INFO @log_variables: valid face_box_f1 mean: 0.475519 2020-06-16 08:04:19.062: INFO @log_variables: valid body_box_f1 mean: 0.827838 2020-06-16 08:04:19.062: INFO @log_variables: valid face_box_recall mean: 0.546578 2020-06-16 08:04:19.062: INFO @log_variables: valid body_box_recall mean: 0.861087 2020-06-16 08:04:19.062: INFO @log_variables: valid face_box_precision mean: 0.449181 2020-06-16 08:04:19.062: INFO @log_variables: valid face_fp mean: 1.313238 2020-06-16 08:04:19.062: INFO @log_variables: valid face_fn mean: 0.708169 2020-06-16 08:04:19.062: INFO @log_variables: valid body_fp mean: 1.325049 2020-06-16 08:04:19.062: INFO @log_variables: valid body_fn mean: 0.985728 2020-06-16 08:04:19.062: INFO @log_variables: valid body_box_precision mean: 0.822086 2020-06-16 08:04:19.062: INFO @log_variables: valid loss mean: 1.378124 2020-06-16 08:04:19.063: INFO @log_variables: valid localisation_loss mean: 1.126079 2020-06-16 08:04:19.063: INFO @log_variables: valid classification_loss mean: 0.702476 2020-06-16 08:04:19.063: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 08:04:19.065: INFO @log_profile : T plain_train: 344.396485 2020-06-16 08:04:19.066: INFO @log_profile : T valid: 19.912500 2020-06-16 08:04:19.066: INFO @log_profile : T read data: 10.825110 2020-06-16 08:04:19.066: INFO @log_profile : T hooks: 27.911814 2020-06-16 08:04:19.066: INFO @main_loop : Epoch 90 done 2020-06-16 08:04:19.066: INFO @main_loop : Training epoch 91 2020-06-16 08:11:03.878: INFO @decay_lr : LR updated to `6.3372434e-05` 2020-06-16 08:11:03.893: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 08:11:03.894: INFO @log_variables: plain_train box_recall mean: nan 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@log_variables: plain_train localisation_loss mean: 1.134134 2020-06-16 08:11:03.894: INFO @log_variables: plain_train classification_loss mean: 0.727619 2020-06-16 08:11:03.894: INFO @log_variables: valid box_f1 mean: 0.781359 2020-06-16 08:11:03.894: INFO @log_variables: valid box_recall mean: 0.833229 2020-06-16 08:11:03.894: INFO @log_variables: valid box_precision mean: 0.757815 2020-06-16 08:11:03.894: INFO @log_variables: valid face_box_f1 mean: 0.486764 2020-06-16 08:11:03.894: INFO @log_variables: valid body_box_f1 mean: 0.827835 2020-06-16 08:11:03.895: INFO @log_variables: valid face_box_recall mean: 0.551432 2020-06-16 08:11:03.895: INFO @log_variables: valid body_box_recall mean: 0.861606 2020-06-16 08:11:03.895: INFO @log_variables: valid face_box_precision mean: 0.463700 2020-06-16 08:11:03.895: INFO @log_variables: valid face_fp mean: 1.207431 2020-06-16 08:11:03.895: INFO @log_variables: valid face_fn mean: 0.694882 2020-06-16 08:11:03.895: INFO @log_variables: valid body_fp mean: 1.299459 2020-06-16 08:11:03.895: INFO @log_variables: valid body_fn mean: 0.981545 2020-06-16 08:11:03.895: INFO @log_variables: valid body_box_precision mean: 0.821754 2020-06-16 08:11:03.895: INFO @log_variables: valid loss mean: 1.379395 2020-06-16 08:11:03.895: INFO @log_variables: valid localisation_loss mean: 1.131675 2020-06-16 08:11:03.895: INFO @log_variables: valid classification_loss mean: 0.700390 2020-06-16 08:11:03.895: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 08:11:03.898: INFO @log_profile : T plain_train: 344.003088 2020-06-16 08:11:03.898: INFO @log_profile : T valid: 20.094269 2020-06-16 08:11:03.898: INFO @log_profile : T read data: 10.848330 2020-06-16 08:11:03.898: INFO @log_profile : T hooks: 27.855394 2020-06-16 08:11:03.898: INFO @main_loop : Epoch 91 done 2020-06-16 08:11:03.898: INFO @main_loop : Training epoch 92 2020-06-16 08:17:48.792: INFO @decay_lr : LR updated to `6.305557e-05` 2020-06-16 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plain_train body_box_precision mean: nan 2020-06-16 08:17:48.809: INFO @log_variables: plain_train loss mean: 1.400080 2020-06-16 08:17:48.809: INFO @log_variables: plain_train localisation_loss mean: 1.123653 2020-06-16 08:17:48.809: INFO @log_variables: plain_train classification_loss mean: 0.725888 2020-06-16 08:17:48.809: INFO @log_variables: valid box_f1 mean: 0.780209 2020-06-16 08:17:48.809: INFO @log_variables: valid box_recall mean: 0.825073 2020-06-16 08:17:48.809: INFO @log_variables: valid box_precision mean: 0.762610 2020-06-16 08:17:48.809: INFO @log_variables: valid face_box_f1 mean: 0.486657 2020-06-16 08:17:48.809: INFO @log_variables: valid body_box_f1 mean: 0.826165 2020-06-16 08:17:48.809: INFO @log_variables: valid face_box_recall mean: 0.553915 2020-06-16 08:17:48.809: INFO @log_variables: valid body_box_recall mean: 0.850385 2020-06-16 08:17:48.809: INFO @log_variables: valid face_box_precision mean: 0.463928 2020-06-16 08:17:48.809: INFO @log_variables: valid face_fp mean: 1.211614 2020-06-16 08:17:48.810: INFO @log_variables: valid face_fn mean: 0.693898 2020-06-16 08:17:48.810: INFO @log_variables: valid body_fp mean: 1.236467 2020-06-16 08:17:48.810: INFO @log_variables: valid body_fn mean: 1.051919 2020-06-16 08:17:48.810: INFO @log_variables: valid body_box_precision mean: 0.828588 2020-06-16 08:17:48.810: INFO @log_variables: valid loss mean: 1.399175 2020-06-16 08:17:48.810: INFO @log_variables: valid localisation_loss mean: 1.135264 2020-06-16 08:17:48.810: INFO @log_variables: valid classification_loss mean: 0.718016 2020-06-16 08:17:48.810: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 08:17:48.813: INFO @log_profile : T plain_train: 344.287056 2020-06-16 08:17:48.813: INFO @log_profile : T valid: 20.140774 2020-06-16 08:17:48.813: INFO @log_profile : T read data: 10.756922 2020-06-16 08:17:48.813: INFO @log_profile : T hooks: 27.696805 2020-06-16 08:17:48.813: INFO @main_loop : Epoch 92 done 2020-06-16 08:17:48.813: INFO @main_loop : Training epoch 93 2020-06-16 08:24:33.228: INFO @decay_lr : LR updated to `6.27403e-05` 2020-06-16 08:24:33.244: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 08:24:33.244: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 08:24:33.245: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 08:24:33.245: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 08:24:33.245: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 08:24:33.245: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 08:24:33.245: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 08:24:33.245: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 08:24:33.245: INFO @log_variables: plain_train face_fp mean: nan 2020-06-16 08:24:33.245: INFO @log_variables: plain_train face_fn mean: nan 2020-06-16 08:24:33.245: INFO @log_variables: plain_train body_fp mean: nan 2020-06-16 08:24:33.245: INFO @log_variables: plain_train body_fn mean: nan 2020-06-16 08:24:33.245: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-16 08:24:33.245: INFO @log_variables: plain_train loss mean: 1.408434 2020-06-16 08:24:33.245: INFO @log_variables: plain_train localisation_loss mean: 1.137404 2020-06-16 08:24:33.245: INFO @log_variables: plain_train classification_loss mean: 0.725991 2020-06-16 08:24:33.245: INFO @log_variables: valid box_f1 mean: 0.780977 2020-06-16 08:24:33.245: INFO @log_variables: valid box_recall mean: 0.827780 2020-06-16 08:24:33.245: INFO @log_variables: valid box_precision mean: 0.762048 2020-06-16 08:24:33.245: INFO @log_variables: valid face_box_f1 mean: 0.486209 2020-06-16 08:24:33.245: INFO @log_variables: valid body_box_f1 mean: 0.825613 2020-06-16 08:24:33.245: INFO @log_variables: valid face_box_recall mean: 0.544758 2020-06-16 08:24:33.245: INFO @log_variables: valid body_box_recall mean: 0.858218 2020-06-16 08:24:33.246: INFO @log_variables: valid face_box_precision mean: 0.468080 2020-06-16 08:24:33.246: INFO @log_variables: valid face_fp mean: 1.155758 2020-06-16 08:24:33.246: INFO @log_variables: valid face_fn mean: 0.718504 2020-06-16 08:24:33.246: INFO @log_variables: valid body_fp mean: 1.309055 2020-06-16 08:24:33.246: INFO @log_variables: valid body_fn mean: 1.027559 2020-06-16 08:24:33.246: INFO @log_variables: valid body_box_precision mean: 0.821418 2020-06-16 08:24:33.246: INFO @log_variables: valid loss mean: 1.370477 2020-06-16 08:24:33.246: INFO @log_variables: valid localisation_loss mean: 1.121256 2020-06-16 08:24:33.246: INFO @log_variables: valid classification_loss mean: 0.697723 2020-06-16 08:24:33.246: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 08:24:33.249: INFO @log_profile : T plain_train: 343.509958 2020-06-16 08:24:33.249: INFO @log_profile : T valid: 20.141305 2020-06-16 08:24:33.249: INFO @log_profile : T read data: 10.844636 2020-06-16 08:24:33.249: INFO @log_profile : T hooks: 27.891691 2020-06-16 08:24:33.249: INFO @main_loop : Epoch 93 done 2020-06-16 08:24:33.249: INFO @main_loop : Training epoch 94 2020-06-16 08:31:17.896: INFO @decay_lr : LR updated to `6.2426596e-05` 2020-06-16 08:31:17.913: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 08:31:17.914: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 08:31:17.914: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 08:31:17.914: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 08:31:17.914: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 08:31:17.914: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 08:31:17.914: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 08:31:17.914: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 08:31:17.914: INFO @log_variables: plain_train face_fp mean: nan 2020-06-16 08:31:17.914: INFO @log_variables: plain_train face_fn mean: nan 2020-06-16 08:31:17.914: INFO @log_variables: plain_train body_fp mean: nan 2020-06-16 08:31:17.914: INFO @log_variables: plain_train body_fn mean: nan 2020-06-16 08:31:17.914: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-16 08:31:17.914: INFO @log_variables: plain_train loss mean: 1.400523 2020-06-16 08:31:17.914: INFO @log_variables: plain_train localisation_loss mean: 1.128606 2020-06-16 08:31:17.914: INFO @log_variables: plain_train classification_loss mean: 0.723360 2020-06-16 08:31:17.914: INFO @log_variables: valid box_f1 mean: 0.779369 2020-06-16 08:31:17.914: INFO @log_variables: valid box_recall mean: 0.836945 2020-06-16 08:31:17.914: INFO @log_variables: valid box_precision mean: 0.751661 2020-06-16 08:31:17.915: INFO @log_variables: valid face_box_f1 mean: 0.488508 2020-06-16 08:31:17.915: INFO @log_variables: valid body_box_f1 mean: 0.820908 2020-06-16 08:31:17.915: INFO @log_variables: valid face_box_recall mean: 0.546600 2020-06-16 08:31:17.915: INFO @log_variables: valid body_box_recall mean: 0.866705 2020-06-16 08:31:17.915: INFO @log_variables: valid face_box_precision mean: 0.470330 2020-06-16 08:31:17.915: INFO @log_variables: valid face_fp mean: 1.123031 2020-06-16 08:31:17.915: INFO @log_variables: valid face_fn mean: 0.709154 2020-06-16 08:31:17.915: INFO @log_variables: valid body_fp mean: 1.479577 2020-06-16 08:31:17.915: INFO @log_variables: valid body_fn mean: 0.939469 2020-06-16 08:31:17.915: INFO @log_variables: valid body_box_precision mean: 0.804953 2020-06-16 08:31:17.915: INFO @log_variables: valid loss mean: 1.376722 2020-06-16 08:31:17.915: INFO @log_variables: valid localisation_loss mean: 1.135775 2020-06-16 08:31:17.915: INFO @log_variables: valid classification_loss mean: 0.695257 2020-06-16 08:31:17.915: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 08:31:17.918: INFO @log_profile : T plain_train: 343.684517 2020-06-16 08:31:17.918: INFO @log_profile : T valid: 20.101507 2020-06-16 08:31:17.918: INFO @log_profile : T read data: 10.755926 2020-06-16 08:31:17.918: INFO @log_profile : T hooks: 28.098000 2020-06-16 08:31:17.918: INFO @main_loop : Epoch 94 done 2020-06-16 08:31:17.918: INFO @main_loop : Training epoch 95 2020-06-16 08:38:03.385: INFO @decay_lr : LR updated to `6.2114465e-05` 2020-06-16 08:38:03.401: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 08:38:03.401: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 08:38:03.401: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 08:38:03.401: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 08:38:03.402: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 08:38:03.402: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 08:38:03.402: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 08:38:03.402: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 08:38:03.402: INFO @log_variables: plain_train face_fp mean: nan 2020-06-16 08:38:03.402: INFO @log_variables: plain_train face_fn mean: nan 2020-06-16 08:38:03.402: INFO @log_variables: plain_train body_fp mean: nan 2020-06-16 08:38:03.402: INFO @log_variables: plain_train body_fn mean: nan 2020-06-16 08:38:03.402: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-16 08:38:03.402: INFO @log_variables: plain_train loss mean: 1.409311 2020-06-16 08:38:03.402: INFO @log_variables: plain_train localisation_loss mean: 1.133382 2020-06-16 08:38:03.402: INFO @log_variables: plain_train classification_loss mean: 0.729282 2020-06-16 08:38:03.402: INFO @log_variables: valid box_f1 mean: 0.777535 2020-06-16 08:38:03.402: INFO @log_variables: valid box_recall mean: 0.832133 2020-06-16 08:38:03.402: INFO @log_variables: valid box_precision mean: 0.752225 2020-06-16 08:38:03.402: INFO @log_variables: valid face_box_f1 mean: 0.485187 2020-06-16 08:38:03.402: INFO @log_variables: valid body_box_f1 mean: 0.822002 2020-06-16 08:38:03.402: INFO @log_variables: valid face_box_recall mean: 0.545848 2020-06-16 08:38:03.402: INFO @log_variables: valid body_box_recall mean: 0.862114 2020-06-16 08:38:03.403: INFO @log_variables: valid face_box_precision mean: 0.465876 2020-06-16 08:38:03.403: INFO @log_variables: valid face_fp mean: 1.174705 2020-06-16 08:38:03.403: INFO @log_variables: valid face_fn mean: 0.717274 2020-06-16 08:38:03.403: INFO @log_variables: valid body_fp mean: 1.395915 2020-06-16 08:38:03.403: INFO @log_variables: valid body_fn mean: 0.985728 2020-06-16 08:38:03.403: INFO @log_variables: valid body_box_precision mean: 0.810770 2020-06-16 08:38:03.403: INFO @log_variables: valid loss mean: 1.372522 2020-06-16 08:38:03.403: INFO @log_variables: valid localisation_loss mean: 1.118286 2020-06-16 08:38:03.403: INFO @log_variables: valid classification_loss mean: 0.701550 2020-06-16 08:38:03.403: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 08:38:03.406: INFO @log_profile : T plain_train: 344.358270 2020-06-16 08:38:03.406: INFO @log_profile : T valid: 20.142583 2020-06-16 08:38:03.406: INFO @log_profile : T read data: 10.980105 2020-06-16 08:38:03.406: INFO @log_profile : T hooks: 27.954129 2020-06-16 08:38:03.406: INFO @main_loop : Epoch 95 done 2020-06-16 08:38:03.406: INFO @main_loop : Training epoch 96 2020-06-16 08:44:48.460: INFO @decay_lr : LR updated to `6.180389e-05` 2020-06-16 08:44:48.476: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 08:44:48.476: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 08:44:48.476: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 08:44:48.476: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 08:44:48.476: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 08:44:48.476: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 08:44:48.476: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 08:44:48.476: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 08:44:48.476: INFO @log_variables: plain_train face_fp mean: nan 2020-06-16 08:44:48.476: INFO @log_variables: plain_train face_fn mean: nan 2020-06-16 08:44:48.476: INFO @log_variables: plain_train body_fp mean: nan 2020-06-16 08:44:48.476: INFO @log_variables: plain_train body_fn mean: nan 2020-06-16 08:44:48.476: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-16 08:44:48.476: INFO @log_variables: plain_train loss mean: 1.397649 2020-06-16 08:44:48.476: INFO @log_variables: plain_train localisation_loss mean: 1.125757 2020-06-16 08:44:48.476: INFO @log_variables: plain_train classification_loss mean: 0.722195 2020-06-16 08:44:48.477: INFO @log_variables: valid box_f1 mean: 0.777653 2020-06-16 08:44:48.477: INFO @log_variables: 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08:44:48.477: INFO @log_variables: valid localisation_loss mean: 1.118869 2020-06-16 08:44:48.477: INFO @log_variables: valid classification_loss mean: 0.699157 2020-06-16 08:44:48.477: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 08:44:48.480: INFO @log_profile : T plain_train: 344.117212 2020-06-16 08:44:48.480: INFO @log_profile : T valid: 20.258217 2020-06-16 08:44:48.480: INFO @log_profile : T read data: 10.831521 2020-06-16 08:44:48.480: INFO @log_profile : T hooks: 27.833979 2020-06-16 08:44:48.480: INFO @main_loop : Epoch 96 done 2020-06-16 08:44:48.480: INFO @main_loop : Training epoch 97 2020-06-16 08:51:33.149: INFO @decay_lr : LR updated to `6.149487e-05` 2020-06-16 08:51:33.166: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 08:51:33.166: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 08:51:33.166: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 08:51:33.166: INFO @log_variables: 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2020-06-16 08:58:18.355: INFO @log_variables: plain_train localisation_loss mean: 1.127631 2020-06-16 08:58:18.355: INFO @log_variables: plain_train classification_loss mean: 0.721632 2020-06-16 08:58:18.355: INFO @log_variables: valid box_f1 mean: 0.774313 2020-06-16 08:58:18.355: INFO @log_variables: valid box_recall mean: 0.824939 2020-06-16 08:58:18.355: INFO @log_variables: valid box_precision mean: 0.751876 2020-06-16 08:58:18.355: INFO @log_variables: valid face_box_f1 mean: 0.472253 2020-06-16 08:58:18.355: INFO @log_variables: valid body_box_f1 mean: 0.822698 2020-06-16 08:58:18.355: INFO @log_variables: valid face_box_recall mean: 0.533886 2020-06-16 08:58:18.355: INFO @log_variables: valid body_box_recall mean: 0.858072 2020-06-16 08:58:18.355: INFO @log_variables: valid face_box_precision mean: 0.452325 2020-06-16 08:58:18.355: INFO @log_variables: valid face_fp mean: 1.225886 2020-06-16 08:58:18.355: INFO @log_variables: valid face_fn mean: 0.745817 2020-06-16 08:58:18.355: INFO @log_variables: valid body_fp mean: 1.347933 2020-06-16 08:58:18.355: INFO @log_variables: valid body_fn mean: 1.016978 2020-06-16 08:58:18.356: INFO @log_variables: valid body_box_precision mean: 0.815328 2020-06-16 08:58:18.356: INFO @log_variables: valid loss mean: 1.383271 2020-06-16 08:58:18.356: INFO @log_variables: valid localisation_loss mean: 1.120293 2020-06-16 08:58:18.356: INFO @log_variables: valid classification_loss mean: 0.711095 2020-06-16 08:58:18.356: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 08:58:18.359: INFO @log_profile : T plain_train: 343.813228 2020-06-16 08:58:18.359: INFO @log_profile : T valid: 20.280395 2020-06-16 08:58:18.359: INFO @log_profile : T read data: 10.760083 2020-06-16 08:58:18.359: INFO @log_profile : T hooks: 28.296837 2020-06-16 08:58:18.359: INFO @main_loop : Epoch 98 done 2020-06-16 08:58:18.359: INFO @main_loop : Training epoch 99 2020-06-16 09:05:03.300: INFO @decay_lr : LR updated to `6.0881463e-05` 2020-06-16 09:05:03.315: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 09:05:03.316: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 09:05:03.316: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 09:05:03.316: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 09:05:03.316: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 09:05:03.316: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 09:05:03.316: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 09:05:03.316: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 09:05:03.316: INFO @log_variables: plain_train face_fp mean: nan 2020-06-16 09:05:03.316: INFO @log_variables: plain_train face_fn mean: nan 2020-06-16 09:05:03.316: INFO @log_variables: plain_train body_fp mean: nan 2020-06-16 09:05:03.316: INFO @log_variables: plain_train body_fn mean: nan 2020-06-16 09:05:03.316: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-16 09:05:03.316: INFO @log_variables: plain_train loss mean: 1.396135 2020-06-16 09:05:03.316: INFO @log_variables: plain_train localisation_loss mean: 1.124478 2020-06-16 09:05:03.316: INFO @log_variables: plain_train classification_loss mean: 0.721449 2020-06-16 09:05:03.316: INFO @log_variables: valid box_f1 mean: 0.779227 2020-06-16 09:05:03.316: INFO @log_variables: valid box_recall mean: 0.836086 2020-06-16 09:05:03.316: INFO @log_variables: valid box_precision mean: 0.751745 2020-06-16 09:05:03.316: INFO @log_variables: valid face_box_f1 mean: 0.482750 2020-06-16 09:05:03.317: INFO @log_variables: valid body_box_f1 mean: 0.827147 2020-06-16 09:05:03.317: INFO @log_variables: valid face_box_recall mean: 0.549355 2020-06-16 09:05:03.317: INFO @log_variables: valid body_box_recall mean: 0.866479 2020-06-16 09:05:03.317: INFO @log_variables: valid face_box_precision mean: 0.459208 2020-06-16 09:05:03.317: INFO @log_variables: valid face_fp mean: 1.241388 2020-06-16 09:05:03.317: INFO @log_variables: valid face_fn mean: 0.702510 2020-06-16 09:05:03.317: INFO @log_variables: valid body_fp mean: 1.393947 2020-06-16 09:05:03.317: INFO @log_variables: valid body_fn mean: 0.948327 2020-06-16 09:05:03.317: INFO @log_variables: valid body_box_precision mean: 0.815740 2020-06-16 09:05:03.317: INFO @log_variables: valid loss mean: 1.361589 2020-06-16 09:05:03.317: INFO @log_variables: valid localisation_loss mean: 1.110916 2020-06-16 09:05:03.317: INFO @log_variables: valid classification_loss mean: 0.695039 2020-06-16 09:05:03.317: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 09:05:03.320: INFO @log_profile : T plain_train: 344.247640 2020-06-16 09:05:03.320: INFO @log_profile : T valid: 19.921132 2020-06-16 09:05:03.320: INFO @log_profile : T read data: 10.873501 2020-06-16 09:05:03.320: INFO @log_profile : T hooks: 27.872517 2020-06-16 09:05:03.320: INFO @main_loop : Epoch 99 done 2020-06-16 09:05:03.320: INFO @main_loop : Training epoch 100 2020-06-16 09:11:47.952: INFO @decay_lr : LR updated to `6.0577055e-05` 2020-06-16 09:11:47.967: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 09:11:47.967: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 09:11:47.967: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 09:11:47.967: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 09:11:47.967: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 09:11:47.967: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 09:11:47.967: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 09:11:47.967: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 09:11:47.967: INFO @log_variables: plain_train face_fp mean: nan 2020-06-16 09:11:47.967: INFO @log_variables: plain_train face_fn mean: nan 2020-06-16 09:11:47.968: INFO @log_variables: plain_train body_fp mean: nan 2020-06-16 09:11:47.968: INFO @log_variables: plain_train body_fn mean: nan 2020-06-16 09:11:47.968: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-16 09:11:47.968: INFO @log_variables: plain_train loss mean: 1.398480 2020-06-16 09:11:47.968: INFO @log_variables: plain_train localisation_loss mean: 1.123691 2020-06-16 09:11:47.968: INFO @log_variables: plain_train classification_loss mean: 0.724265 2020-06-16 09:11:47.968: INFO @log_variables: valid box_f1 mean: 0.784942 2020-06-16 09:11:47.968: INFO @log_variables: valid box_recall mean: 0.828871 2020-06-16 09:11:47.968: INFO @log_variables: valid box_precision mean: 0.768016 2020-06-16 09:11:47.968: INFO @log_variables: valid face_box_f1 mean: 0.488988 2020-06-16 09:11:47.968: INFO @log_variables: valid body_box_f1 mean: 0.825128 2020-06-16 09:11:47.968: INFO @log_variables: valid face_box_recall mean: 0.535356 2020-06-16 09:11:47.968: INFO @log_variables: valid body_box_recall mean: 0.861564 2020-06-16 09:11:47.968: INFO @log_variables: valid face_box_precision mean: 0.478847 2020-06-16 09:11:47.968: INFO @log_variables: valid face_fp mean: 1.004429 2020-06-16 09:11:47.968: INFO @log_variables: valid face_fn mean: 0.746801 2020-06-16 09:11:47.968: INFO @log_variables: valid body_fp mean: 1.351870 2020-06-16 09:11:47.968: INFO @log_variables: valid body_fn mean: 0.988681 2020-06-16 09:11:47.968: INFO @log_variables: valid body_box_precision mean: 0.817080 2020-06-16 09:11:47.969: INFO @log_variables: valid loss mean: 1.383784 2020-06-16 09:11:47.969: INFO @log_variables: valid localisation_loss mean: 1.130161 2020-06-16 09:11:47.969: INFO @log_variables: valid classification_loss mean: 0.705688 2020-06-16 09:11:47.969: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 09:11:47.971: INFO @log_profile : T plain_train: 344.053157 2020-06-16 09:11:47.972: INFO @log_profile : T valid: 20.174188 2020-06-16 09:11:47.972: INFO @log_profile : T read data: 10.898492 2020-06-16 09:11:47.972: INFO @log_profile : T hooks: 27.480828 2020-06-16 09:11:47.972: INFO @main_loop : Epoch 100 done 2020-06-16 09:11:47.972: INFO @main_loop : Training epoch 101 2020-06-16 09:18:31.638: INFO @decay_lr : LR updated to `6.027417e-05` 2020-06-16 09:18:31.653: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 09:18:31.653: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 09:18:31.653: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 09:18:31.653: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 09:18:31.653: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 09:18:31.653: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 09:18:31.653: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 09:18:31.653: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 09:18:31.653: INFO @log_variables: plain_train face_fp mean: nan 2020-06-16 09:18:31.653: INFO @log_variables: plain_train face_fn mean: nan 2020-06-16 09:18:31.653: INFO @log_variables: plain_train body_fp mean: nan 2020-06-16 09:18:31.654: INFO @log_variables: plain_train body_fn mean: nan 2020-06-16 09:18:31.654: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-16 09:18:31.654: INFO @log_variables: plain_train loss mean: 1.393684 2020-06-16 09:18:31.654: INFO @log_variables: plain_train localisation_loss mean: 1.125794 2020-06-16 09:18:31.654: INFO @log_variables: plain_train classification_loss mean: 0.718208 2020-06-16 09:18:31.654: INFO @log_variables: valid box_f1 mean: 0.781077 2020-06-16 09:18:31.654: INFO @log_variables: valid box_recall mean: 0.834251 2020-06-16 09:18:31.654: INFO @log_variables: valid box_precision mean: 0.757403 2020-06-16 09:18:31.654: INFO @log_variables: valid face_box_f1 mean: 0.486241 2020-06-16 09:18:31.654: INFO @log_variables: valid body_box_f1 mean: 0.825783 2020-06-16 09:18:31.654: INFO @log_variables: valid face_box_recall mean: 0.547507 2020-06-16 09:18:31.654: INFO @log_variables: valid body_box_recall mean: 0.863666 2020-06-16 09:18:31.654: INFO @log_variables: valid face_box_precision mean: 0.466148 2020-06-16 09:18:31.654: INFO @log_variables: valid face_fp mean: 1.144685 2020-06-16 09:18:31.654: INFO @log_variables: valid face_fn mean: 0.713337 2020-06-16 09:18:31.654: INFO @log_variables: valid body_fp mean: 1.325049 2020-06-16 09:18:31.654: INFO @log_variables: valid body_fn mean: 0.987943 2020-06-16 09:18:31.654: INFO @log_variables: valid body_box_precision mean: 0.817198 2020-06-16 09:18:31.654: INFO @log_variables: valid loss mean: 1.360937 2020-06-16 09:18:31.654: INFO @log_variables: valid localisation_loss mean: 1.113155 2020-06-16 09:18:31.655: INFO @log_variables: valid classification_loss mean: 0.693044 2020-06-16 09:18:31.655: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 09:18:31.657: INFO @log_profile : T plain_train: 343.102435 2020-06-16 09:18:31.658: INFO @log_profile : T valid: 19.971807 2020-06-16 09:18:31.658: INFO @log_profile : T read data: 10.886730 2020-06-16 09:18:31.658: INFO @log_profile : T hooks: 27.677040 2020-06-16 09:18:31.658: INFO @main_loop : Epoch 101 done 2020-06-16 09:18:31.658: INFO @main_loop : Training epoch 102 2020-06-16 09:25:17.627: INFO @decay_lr : LR updated to `5.99728e-05` 2020-06-16 09:25:17.642: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 09:25:17.643: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 09:25:17.643: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 09:25:17.643: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 09:25:17.643: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 09:25:17.643: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 09:25:17.643: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 09:25:17.643: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 09:25:17.643: INFO @log_variables: plain_train face_fp mean: nan 2020-06-16 09:25:17.643: INFO @log_variables: plain_train face_fn mean: nan 2020-06-16 09:25:17.643: INFO @log_variables: plain_train body_fp mean: nan 2020-06-16 09:25:17.643: INFO @log_variables: plain_train body_fn mean: nan 2020-06-16 09:25:17.643: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-16 09:25:17.643: INFO @log_variables: plain_train loss mean: 1.390715 2020-06-16 09:25:17.643: INFO @log_variables: plain_train localisation_loss mean: 1.123478 2020-06-16 09:25:17.643: INFO @log_variables: plain_train classification_loss mean: 0.716628 2020-06-16 09:25:17.643: INFO @log_variables: valid box_f1 mean: 0.774485 2020-06-16 09:25:17.643: INFO @log_variables: valid box_recall mean: 0.834709 2020-06-16 09:25:17.643: INFO @log_variables: valid box_precision mean: 0.745144 2020-06-16 09:25:17.644: INFO @log_variables: valid face_box_f1 mean: 0.477950 2020-06-16 09:25:17.644: INFO @log_variables: valid body_box_f1 mean: 0.822328 2020-06-16 09:25:17.644: INFO @log_variables: valid face_box_recall mean: 0.543920 2020-06-16 09:25:17.644: INFO @log_variables: valid body_box_recall mean: 0.866242 2020-06-16 09:25:17.644: INFO @log_variables: valid face_box_precision mean: 0.454555 2020-06-16 09:25:17.644: INFO @log_variables: valid face_fp mean: 1.257382 2020-06-16 09:25:17.644: INFO @log_variables: valid face_fn mean: 0.714567 2020-06-16 09:25:17.644: INFO @log_variables: valid body_fp mean: 1.408219 2020-06-16 09:25:17.644: INFO @log_variables: valid body_fn mean: 0.955955 2020-06-16 09:25:17.644: INFO @log_variables: valid body_box_precision mean: 0.808522 2020-06-16 09:25:17.644: INFO @log_variables: valid loss mean: 1.365847 2020-06-16 09:25:17.644: INFO @log_variables: valid localisation_loss mean: 1.121505 2020-06-16 09:25:17.644: INFO @log_variables: valid classification_loss mean: 0.692944 2020-06-16 09:25:17.644: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 09:25:17.647: INFO @log_profile : T plain_train: 344.371789 2020-06-16 09:25:17.647: INFO @log_profile : T valid: 20.311035 2020-06-16 09:25:17.647: INFO @log_profile : T read data: 11.063024 2020-06-16 09:25:17.647: INFO @log_profile : T hooks: 28.184260 2020-06-16 09:25:17.647: INFO @main_loop : Epoch 102 done 2020-06-16 09:25:17.647: INFO @main_loop : Training epoch 103 2020-06-16 09:32:02.068: INFO @decay_lr : LR updated to `5.9672937e-05` 2020-06-16 09:32:02.085: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 09:32:02.085: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 09:32:02.085: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 09:32:02.085: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 09:32:02.085: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 09:32:02.085: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 09:32:02.085: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 09:32:02.085: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 09:32:02.085: INFO @log_variables: plain_train face_fp mean: nan 2020-06-16 09:32:02.085: INFO @log_variables: plain_train face_fn mean: nan 2020-06-16 09:32:02.085: INFO @log_variables: plain_train body_fp mean: nan 2020-06-16 09:32:02.085: INFO @log_variables: plain_train body_fn mean: nan 2020-06-16 09:32:02.085: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-16 09:32:02.085: INFO @log_variables: plain_train loss mean: 1.394728 2020-06-16 09:32:02.085: INFO @log_variables: plain_train localisation_loss mean: 1.125360 2020-06-16 09:32:02.085: INFO @log_variables: plain_train classification_loss mean: 0.719512 2020-06-16 09:32:02.086: INFO @log_variables: valid box_f1 mean: 0.790657 2020-06-16 09:32:02.086: INFO @log_variables: valid box_recall mean: 0.828348 2020-06-16 09:32:02.086: INFO @log_variables: valid box_precision mean: 0.779592 2020-06-16 09:32:02.086: INFO @log_variables: valid face_box_f1 mean: 0.498857 2020-06-16 09:32:02.086: INFO @log_variables: valid body_box_f1 mean: 0.831364 2020-06-16 09:32:02.086: INFO @log_variables: valid face_box_recall mean: 0.547745 2020-06-16 09:32:02.086: INFO @log_variables: valid body_box_recall mean: 0.857117 2020-06-16 09:32:02.086: INFO @log_variables: valid face_box_precision mean: 0.487511 2020-06-16 09:32:02.086: INFO @log_variables: valid face_fp mean: 0.984744 2020-06-16 09:32:02.086: INFO @log_variables: valid face_fn mean: 0.718012 2020-06-16 09:32:02.086: INFO @log_variables: valid body_fp mean: 1.171014 2020-06-16 09:32:02.086: INFO @log_variables: valid body_fn mean: 1.045522 2020-06-16 09:32:02.086: INFO @log_variables: valid body_box_precision mean: 0.833094 2020-06-16 09:32:02.086: INFO @log_variables: valid loss mean: 1.365787 2020-06-16 09:32:02.086: INFO @log_variables: valid localisation_loss mean: 1.118279 2020-06-16 09:32:02.086: INFO @log_variables: valid classification_loss mean: 0.694820 2020-06-16 09:32:02.086: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 09:32:02.237: INFO @save : Model saved to: ./log/DetectionBodyFace-overheadAll-headCovered/model_best.ckpt 2020-06-16 09:32:02.251: INFO @log_profile : T plain_train: 343.562472 2020-06-16 09:32:02.251: INFO @log_profile : T valid: 20.084460 2020-06-16 09:32:02.251: INFO @log_profile : T read data: 10.900656 2020-06-16 09:32:02.251: INFO @log_profile : T hooks: 28.003175 2020-06-16 09:32:02.251: INFO @main_loop : Epoch 103 done 2020-06-16 09:32:02.251: INFO @main_loop : Training epoch 104 2020-06-16 09:38:47.640: INFO @decay_lr : LR updated to `5.937457e-05` 2020-06-16 09:38:47.656: INFO @log_variables: plain_train box_f1 mean: nan 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@log_variables: plain_train loss mean: 1.391688 2020-06-16 09:38:47.657: INFO @log_variables: plain_train localisation_loss mean: 1.119985 2020-06-16 09:38:47.657: INFO @log_variables: plain_train classification_loss mean: 0.719697 2020-06-16 09:38:47.657: INFO @log_variables: valid box_f1 mean: 0.783655 2020-06-16 09:38:47.657: INFO @log_variables: valid box_recall mean: 0.832975 2020-06-16 09:38:47.657: INFO @log_variables: valid box_precision mean: 0.761998 2020-06-16 09:38:47.657: INFO @log_variables: valid face_box_f1 mean: 0.493065 2020-06-16 09:38:47.657: INFO @log_variables: valid body_box_f1 mean: 0.822804 2020-06-16 09:38:47.657: INFO @log_variables: valid face_box_recall mean: 0.539709 2020-06-16 09:38:47.657: INFO @log_variables: valid body_box_recall mean: 0.864289 2020-06-16 09:38:47.657: INFO @log_variables: valid face_box_precision mean: 0.482217 2020-06-16 09:38:47.657: INFO @log_variables: valid face_fp mean: 0.987451 2020-06-16 09:38:47.657: INFO @log_variables: valid face_fn mean: 0.735974 2020-06-16 09:38:47.657: INFO @log_variables: valid body_fp mean: 1.427904 2020-06-16 09:38:47.657: INFO @log_variables: valid body_fn mean: 0.962352 2020-06-16 09:38:47.657: INFO @log_variables: valid body_box_precision mean: 0.809914 2020-06-16 09:38:47.657: INFO @log_variables: valid loss mean: 1.380059 2020-06-16 09:38:47.657: INFO @log_variables: valid localisation_loss mean: 1.133257 2020-06-16 09:38:47.657: INFO @log_variables: valid classification_loss mean: 0.700105 2020-06-16 09:38:47.657: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 09:38:47.660: INFO @log_profile : T plain_train: 344.261635 2020-06-16 09:38:47.661: INFO @log_profile : T valid: 20.080871 2020-06-16 09:38:47.661: INFO @log_profile : T read data: 10.982054 2020-06-16 09:38:47.661: INFO @log_profile : T hooks: 28.018343 2020-06-16 09:38:47.661: INFO @main_loop : Epoch 104 done 2020-06-16 09:38:47.661: INFO @main_loop : Training epoch 105 2020-06-16 09:45:32.684: INFO @decay_lr : LR updated to `5.9077698e-05` 2020-06-16 09:45:32.699: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 09:45:32.699: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 09:45:32.699: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 09:45:32.699: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 09:45:32.700: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 09:45:32.700: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 09:45:32.700: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 09:45:32.700: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 09:45:32.700: INFO @log_variables: plain_train face_fp mean: nan 2020-06-16 09:45:32.700: INFO @log_variables: plain_train face_fn mean: nan 2020-06-16 09:45:32.700: INFO @log_variables: plain_train body_fp mean: nan 2020-06-16 09:45:32.700: INFO @log_variables: plain_train body_fn mean: nan 2020-06-16 09:45:32.700: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-16 09:45:32.700: INFO @log_variables: plain_train loss mean: 1.391183 2020-06-16 09:45:32.700: INFO @log_variables: plain_train localisation_loss mean: 1.121664 2020-06-16 09:45:32.700: INFO @log_variables: plain_train classification_loss mean: 0.718184 2020-06-16 09:45:32.700: INFO @log_variables: valid box_f1 mean: 0.785780 2020-06-16 09:45:32.700: INFO @log_variables: valid box_recall mean: 0.837437 2020-06-16 09:45:32.700: INFO @log_variables: valid box_precision mean: 0.762116 2020-06-16 09:45:32.700: INFO @log_variables: valid face_box_f1 mean: 0.489412 2020-06-16 09:45:32.700: INFO @log_variables: valid body_box_f1 mean: 0.829929 2020-06-16 09:45:32.701: INFO @log_variables: valid face_box_recall mean: 0.545216 2020-06-16 09:45:32.701: INFO @log_variables: valid body_box_recall mean: 0.868831 2020-06-16 09:45:32.701: INFO @log_variables: valid face_box_precision mean: 0.472456 2020-06-16 09:45:32.701: INFO @log_variables: valid face_fp mean: 1.104085 2020-06-16 09:45:32.701: INFO @log_variables: valid face_fn mean: 0.715305 2020-06-16 09:45:32.701: INFO @log_variables: valid body_fp mean: 1.380413 2020-06-16 09:45:32.701: INFO @log_variables: valid body_fn mean: 0.932579 2020-06-16 09:45:32.701: INFO @log_variables: valid body_box_precision mean: 0.818732 2020-06-16 09:45:32.701: INFO @log_variables: valid loss mean: 1.357247 2020-06-16 09:45:32.701: INFO @log_variables: valid localisation_loss mean: 1.109299 2020-06-16 09:45:32.701: INFO @log_variables: valid classification_loss mean: 0.691667 2020-06-16 09:45:32.701: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 09:45:32.704: INFO @log_profile : T plain_train: 343.715985 2020-06-16 09:45:32.704: INFO @log_profile : T valid: 20.211665 2020-06-16 09:45:32.704: INFO @log_profile : T read data: 10.938330 2020-06-16 09:45:32.704: INFO @log_profile : T hooks: 28.135516 2020-06-16 09:45:32.704: INFO @main_loop : Epoch 105 done 2020-06-16 09:45:32.704: INFO @main_loop : Training epoch 106 2020-06-16 09:52:17.724: INFO @decay_lr : LR updated to `5.878231e-05` 2020-06-16 09:52:17.740: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 09:52:17.740: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 09:52:17.740: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 09:52:17.740: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 09:52:17.740: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 09:52:17.740: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 09:52:17.740: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 09:52:17.740: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 09:52:17.740: INFO @log_variables: plain_train face_fp mean: nan 2020-06-16 09:52:17.740: INFO @log_variables: 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0.551542 2020-06-16 09:52:17.741: INFO @log_variables: valid body_box_recall mean: 0.861523 2020-06-16 09:52:17.741: INFO @log_variables: valid face_box_precision mean: 0.461259 2020-06-16 09:52:17.741: INFO @log_variables: valid face_fp mean: 1.247293 2020-06-16 09:52:17.741: INFO @log_variables: valid face_fn mean: 0.699803 2020-06-16 09:52:17.741: INFO @log_variables: valid body_fp mean: 1.316929 2020-06-16 09:52:17.741: INFO @log_variables: valid body_fn mean: 1.004183 2020-06-16 09:52:17.741: INFO @log_variables: valid body_box_precision mean: 0.818665 2020-06-16 09:52:17.741: INFO @log_variables: valid loss mean: 1.367563 2020-06-16 09:52:17.741: INFO @log_variables: valid localisation_loss mean: 1.128303 2020-06-16 09:52:17.741: INFO @log_variables: valid classification_loss mean: 0.690581 2020-06-16 09:52:17.741: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 09:52:17.744: INFO @log_profile : T plain_train: 343.877310 2020-06-16 09:52:17.744: INFO @log_profile : T valid: 20.161480 2020-06-16 09:52:17.744: INFO @log_profile : T read data: 11.028749 2020-06-16 09:52:17.744: INFO @log_profile : T hooks: 27.921297 2020-06-16 09:52:17.745: INFO @main_loop : Epoch 106 done 2020-06-16 09:52:17.745: INFO @main_loop : Training epoch 107 2020-06-16 09:59:03.448: INFO @decay_lr : LR updated to `5.8488396e-05` 2020-06-16 09:59:03.463: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 09:59:03.463: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 09:59:03.463: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 09:59:03.463: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 09:59:03.463: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 09:59:03.464: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 09:59:03.464: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 09:59:03.464: INFO @log_variables: plain_train 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2020-06-16 09:59:03.464: INFO @log_variables: valid body_box_f1 mean: 0.827757 2020-06-16 09:59:03.464: INFO @log_variables: valid face_box_recall mean: 0.547051 2020-06-16 09:59:03.464: INFO @log_variables: valid body_box_recall mean: 0.857566 2020-06-16 09:59:03.464: INFO @log_variables: valid face_box_precision mean: 0.473522 2020-06-16 09:59:03.464: INFO @log_variables: valid face_fp mean: 1.087844 2020-06-16 09:59:03.465: INFO @log_variables: valid face_fn mean: 0.709646 2020-06-16 09:59:03.465: INFO @log_variables: valid body_fp mean: 1.262303 2020-06-16 09:59:03.465: INFO @log_variables: valid body_fn mean: 1.015256 2020-06-16 09:59:03.465: INFO @log_variables: valid body_box_precision mean: 0.824795 2020-06-16 09:59:03.465: INFO @log_variables: valid loss mean: 1.371323 2020-06-16 09:59:03.465: INFO @log_variables: valid localisation_loss mean: 1.114310 2020-06-16 09:59:03.465: INFO @log_variables: valid classification_loss mean: 0.702737 2020-06-16 09:59:03.465: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 09:59:03.468: INFO @log_profile : T plain_train: 344.454416 2020-06-16 09:59:03.468: INFO @log_profile : T valid: 20.404951 2020-06-16 09:59:03.468: INFO @log_profile : T read data: 10.856011 2020-06-16 09:59:03.468: INFO @log_profile : T hooks: 27.947420 2020-06-16 09:59:03.468: INFO @main_loop : Epoch 107 done 2020-06-16 09:59:03.468: INFO @main_loop : Training epoch 108 2020-06-16 10:05:49.593: INFO @decay_lr : LR updated to `5.8195954e-05` 2020-06-16 10:05:49.609: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 10:05:49.609: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 10:05:49.609: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 10:05:49.609: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 10:05:49.609: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 10:05:49.609: INFO @log_variables: plain_train face_box_recall mean: nan 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INFO @log_variables: valid box_precision mean: 0.751742 2020-06-16 10:05:49.610: INFO @log_variables: valid face_box_f1 mean: 0.480664 2020-06-16 10:05:49.610: INFO @log_variables: valid body_box_f1 mean: 0.828960 2020-06-16 10:05:49.610: INFO @log_variables: valid face_box_recall mean: 0.552286 2020-06-16 10:05:49.610: INFO @log_variables: valid body_box_recall mean: 0.864244 2020-06-16 10:05:49.610: INFO @log_variables: valid face_box_precision mean: 0.454335 2020-06-16 10:05:49.610: INFO @log_variables: valid face_fp mean: 1.296506 2020-06-16 10:05:49.610: INFO @log_variables: valid face_fn mean: 0.695620 2020-06-16 10:05:49.610: INFO @log_variables: valid body_fp mean: 1.322835 2020-06-16 10:05:49.610: INFO @log_variables: valid body_fn mean: 0.969734 2020-06-16 10:05:49.610: INFO @log_variables: valid body_box_precision mean: 0.821666 2020-06-16 10:05:49.610: INFO @log_variables: valid loss mean: 1.365822 2020-06-16 10:05:49.610: INFO @log_variables: valid localisation_loss mean: 1.117753 2020-06-16 10:05:49.610: INFO @log_variables: valid classification_loss mean: 0.695171 2020-06-16 10:05:49.610: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 10:05:49.613: INFO @log_profile : T plain_train: 344.213852 2020-06-16 10:05:49.613: INFO @log_profile : T valid: 20.419539 2020-06-16 10:05:49.613: INFO @log_profile : T read data: 11.030262 2020-06-16 10:05:49.613: INFO @log_profile : T hooks: 28.436869 2020-06-16 10:05:49.613: INFO @main_loop : Epoch 108 done 2020-06-16 10:05:49.613: INFO @main_loop : Training epoch 109 2020-06-16 10:12:35.013: INFO @decay_lr : LR updated to `5.7904974e-05` 2020-06-16 10:12:35.032: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 10:12:35.032: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 10:12:35.032: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 10:12:35.032: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 10:12:35.032: 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@log_variables: valid box_f1 mean: 0.783730 2020-06-16 10:12:35.033: INFO @log_variables: valid box_recall mean: 0.835650 2020-06-16 10:12:35.033: INFO @log_variables: valid box_precision mean: 0.759712 2020-06-16 10:12:35.033: INFO @log_variables: valid face_box_f1 mean: 0.489849 2020-06-16 10:12:35.033: INFO @log_variables: valid body_box_f1 mean: 0.829170 2020-06-16 10:12:35.033: INFO @log_variables: valid face_box_recall mean: 0.552529 2020-06-16 10:12:35.033: INFO @log_variables: valid body_box_recall mean: 0.862815 2020-06-16 10:12:35.033: INFO @log_variables: valid face_box_precision mean: 0.468556 2020-06-16 10:12:35.033: INFO @log_variables: valid face_fp mean: 1.183563 2020-06-16 10:12:35.033: INFO @log_variables: valid face_fn mean: 0.696358 2020-06-16 10:12:35.033: INFO @log_variables: valid body_fp mean: 1.321358 2020-06-16 10:12:35.033: INFO @log_variables: valid body_fn mean: 0.975394 2020-06-16 10:12:35.033: INFO @log_variables: valid body_box_precision mean: 0.822701 2020-06-16 10:12:35.033: INFO @log_variables: valid loss mean: 1.361286 2020-06-16 10:12:35.034: INFO @log_variables: valid localisation_loss mean: 1.113955 2020-06-16 10:12:35.034: INFO @log_variables: valid classification_loss mean: 0.692913 2020-06-16 10:12:35.034: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 10:12:35.037: INFO @log_profile : T plain_train: 344.459350 2020-06-16 10:12:35.037: INFO @log_profile : T valid: 20.160580 2020-06-16 10:12:35.037: INFO @log_profile : T read data: 10.873492 2020-06-16 10:12:35.037: INFO @log_profile : T hooks: 27.877184 2020-06-16 10:12:35.037: INFO @main_loop : Epoch 109 done 2020-06-16 10:12:35.037: INFO @main_loop : Training epoch 110 2020-06-16 10:19:20.169: INFO @decay_lr : LR updated to `5.761545e-05` 2020-06-16 10:19:20.184: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 10:19:20.185: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 10:19:20.185: INFO 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localisation_loss mean: 1.122051 2020-06-16 10:19:20.185: INFO @log_variables: plain_train classification_loss mean: 0.715074 2020-06-16 10:19:20.185: INFO @log_variables: valid box_f1 mean: 0.779038 2020-06-16 10:19:20.185: INFO @log_variables: valid box_recall mean: 0.841747 2020-06-16 10:19:20.185: INFO @log_variables: valid box_precision mean: 0.747226 2020-06-16 10:19:20.185: INFO @log_variables: valid face_box_f1 mean: 0.488169 2020-06-16 10:19:20.186: INFO @log_variables: valid body_box_f1 mean: 0.824659 2020-06-16 10:19:20.186: INFO @log_variables: valid face_box_recall mean: 0.552843 2020-06-16 10:19:20.186: INFO @log_variables: valid body_box_recall mean: 0.871220 2020-06-16 10:19:20.186: INFO @log_variables: valid face_box_precision mean: 0.466204 2020-06-16 10:19:20.186: INFO @log_variables: valid face_fp mean: 1.207185 2020-06-16 10:19:20.186: INFO @log_variables: valid face_fn mean: 0.693652 2020-06-16 10:19:20.186: INFO @log_variables: valid body_fp mean: 1.475148 2020-06-16 10:19:20.186: INFO @log_variables: valid body_fn mean: 0.918799 2020-06-16 10:19:20.186: INFO @log_variables: valid body_box_precision mean: 0.807465 2020-06-16 10:19:20.186: INFO @log_variables: valid loss mean: 1.353948 2020-06-16 10:19:20.186: INFO @log_variables: valid localisation_loss mean: 1.104704 2020-06-16 10:19:20.186: INFO @log_variables: valid classification_loss mean: 0.691126 2020-06-16 10:19:20.186: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 10:19:20.189: INFO @log_profile : T plain_train: 343.689494 2020-06-16 10:19:20.189: INFO @log_profile : T valid: 20.256462 2020-06-16 10:19:20.189: INFO @log_profile : T read data: 11.120748 2020-06-16 10:19:20.189: INFO @log_profile : T hooks: 28.033366 2020-06-16 10:19:20.189: INFO @main_loop : Epoch 110 done 2020-06-16 10:19:20.189: INFO @main_loop : Training epoch 111 2020-06-16 10:26:04.950: INFO @decay_lr : LR updated to `5.7327372e-05` 2020-06-16 10:26:04.966: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 10:26:04.966: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 10:26:04.966: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 10:26:04.966: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 10:26:04.966: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 10:26:04.966: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 10:26:04.966: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 10:26:04.966: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 10:26:04.966: INFO @log_variables: plain_train face_fp mean: nan 2020-06-16 10:26:04.966: INFO @log_variables: plain_train face_fn mean: nan 2020-06-16 10:26:04.966: INFO @log_variables: plain_train body_fp mean: nan 2020-06-16 10:26:04.966: INFO @log_variables: plain_train body_fn mean: nan 2020-06-16 10:26:04.966: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-16 10:26:04.967: INFO @log_variables: plain_train loss mean: 1.376503 2020-06-16 10:26:04.967: INFO @log_variables: plain_train localisation_loss mean: 1.107635 2020-06-16 10:26:04.967: INFO @log_variables: plain_train classification_loss mean: 0.711922 2020-06-16 10:26:04.967: INFO @log_variables: valid box_f1 mean: 0.789515 2020-06-16 10:26:04.967: INFO @log_variables: valid box_recall mean: 0.829790 2020-06-16 10:26:04.967: INFO @log_variables: valid box_precision mean: 0.775555 2020-06-16 10:26:04.967: INFO @log_variables: valid face_box_f1 mean: 0.497052 2020-06-16 10:26:04.967: INFO @log_variables: valid body_box_f1 mean: 0.832286 2020-06-16 10:26:04.967: INFO @log_variables: valid face_box_recall mean: 0.551507 2020-06-16 10:26:04.967: INFO @log_variables: valid body_box_recall mean: 0.857793 2020-06-16 10:26:04.967: INFO @log_variables: valid face_box_precision mean: 0.480981 2020-06-16 10:26:04.967: INFO @log_variables: valid face_fp mean: 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10:26:04.971: INFO @main_loop : Training epoch 112 2020-06-16 10:32:49.832: INFO @decay_lr : LR updated to `5.7040736e-05` 2020-06-16 10:32:49.848: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 10:32:49.848: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 10:32:49.848: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 10:32:49.848: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 10:32:49.848: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 10:32:49.848: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 10:32:49.848: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 10:32:49.848: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 10:32:49.848: INFO @log_variables: plain_train face_fp mean: nan 2020-06-16 10:32:49.848: INFO @log_variables: plain_train face_fn mean: nan 2020-06-16 10:32:49.848: INFO @log_variables: plain_train body_fp mean: 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10:32:49.849: INFO @log_variables: valid face_box_precision mean: 0.468922 2020-06-16 10:32:49.849: INFO @log_variables: valid face_fp mean: 1.139764 2020-06-16 10:32:49.849: INFO @log_variables: valid face_fn mean: 0.729331 2020-06-16 10:32:49.849: INFO @log_variables: valid body_fp mean: 1.327756 2020-06-16 10:32:49.849: INFO @log_variables: valid body_fn mean: 0.997539 2020-06-16 10:32:49.849: INFO @log_variables: valid body_box_precision mean: 0.818669 2020-06-16 10:32:49.849: INFO @log_variables: valid loss mean: 1.368654 2020-06-16 10:32:49.849: INFO @log_variables: valid localisation_loss mean: 1.112940 2020-06-16 10:32:49.849: INFO @log_variables: valid classification_loss mean: 0.700890 2020-06-16 10:32:49.849: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 10:32:49.852: INFO @log_profile : T plain_train: 343.824592 2020-06-16 10:32:49.852: INFO @log_profile : T valid: 20.322935 2020-06-16 10:32:49.852: INFO @log_profile : T read data: 10.843088 2020-06-16 10:32:49.852: INFO @log_profile : T hooks: 27.841533 2020-06-16 10:32:49.852: INFO @main_loop : Epoch 112 done 2020-06-16 10:32:49.853: INFO @main_loop : Training epoch 113 2020-06-16 10:39:34.708: INFO @decay_lr : LR updated to `5.6755533e-05` 2020-06-16 10:39:34.723: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 10:39:34.723: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 10:39:34.723: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 10:39:34.723: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 10:39:34.723: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 10:39:34.723: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 10:39:34.723: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 10:39:34.723: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 10:39:34.723: INFO @log_variables: plain_train face_fp mean: nan 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@log_variables: valid face_box_recall mean: 0.549384 2020-06-16 10:39:34.724: INFO @log_variables: valid body_box_recall mean: 0.857418 2020-06-16 10:39:34.724: INFO @log_variables: valid face_box_precision mean: 0.470350 2020-06-16 10:39:34.724: INFO @log_variables: valid face_fp mean: 1.151329 2020-06-16 10:39:34.724: INFO @log_variables: valid face_fn mean: 0.704724 2020-06-16 10:39:34.724: INFO @log_variables: valid body_fp mean: 1.211122 2020-06-16 10:39:34.724: INFO @log_variables: valid body_fn mean: 1.011073 2020-06-16 10:39:34.724: INFO @log_variables: valid body_box_precision mean: 0.831751 2020-06-16 10:39:34.724: INFO @log_variables: valid loss mean: 1.375055 2020-06-16 10:39:34.724: INFO @log_variables: valid localisation_loss mean: 1.123340 2020-06-16 10:39:34.724: INFO @log_variables: valid classification_loss mean: 0.701051 2020-06-16 10:39:34.724: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 10:39:34.727: INFO @log_profile : T plain_train: 344.080855 2020-06-16 10:39:34.727: INFO @log_profile : T valid: 20.270740 2020-06-16 10:39:34.727: INFO @log_profile : T read data: 10.717499 2020-06-16 10:39:34.727: INFO @log_profile : T hooks: 27.757797 2020-06-16 10:39:34.727: INFO @main_loop : Epoch 113 done 2020-06-16 10:39:34.727: INFO @main_loop : Training epoch 114 2020-06-16 10:46:20.650: INFO @decay_lr : LR updated to `5.6471756e-05` 2020-06-16 10:46:20.666: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 10:46:20.666: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 10:46:20.667: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 10:46:20.667: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 10:46:20.667: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 10:46:20.667: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 10:46:20.667: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 10:46:20.667: 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10:46:20.668: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 10:46:20.671: INFO @log_profile : T plain_train: 344.182677 2020-06-16 10:46:20.671: INFO @log_profile : T valid: 20.213564 2020-06-16 10:46:20.671: INFO @log_profile : T read data: 11.002312 2020-06-16 10:46:20.671: INFO @log_profile : T hooks: 28.513430 2020-06-16 10:46:20.671: INFO @main_loop : Epoch 114 done 2020-06-16 10:46:20.671: INFO @main_loop : Training epoch 115 2020-06-16 10:53:03.783: INFO @decay_lr : LR updated to `5.6189398e-05` 2020-06-16 10:53:03.799: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 10:53:03.800: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 10:53:03.800: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 10:53:03.800: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 10:53:03.800: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 10:53:03.800: INFO @log_variables: 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@log_variables: valid localisation_loss mean: 1.115663 2020-06-16 10:53:03.801: INFO @log_variables: valid classification_loss mean: 0.688129 2020-06-16 10:53:03.801: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 10:53:03.804: INFO @log_profile : T plain_train: 342.607345 2020-06-16 10:53:03.804: INFO @log_profile : T valid: 20.137221 2020-06-16 10:53:03.804: INFO @log_profile : T read data: 10.855860 2020-06-16 10:53:03.804: INFO @log_profile : T hooks: 27.508375 2020-06-16 10:53:03.804: INFO @main_loop : Epoch 115 done 2020-06-16 10:53:03.805: INFO @main_loop : Training epoch 116 2020-06-16 10:59:45.334: INFO @decay_lr : LR updated to `5.590845e-05` 2020-06-16 10:59:45.350: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 10:59:45.351: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 10:59:45.351: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 10:59:45.351: INFO @log_variables: plain_train 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valid body_box_precision mean: 0.821728 2020-06-16 10:59:45.352: INFO @log_variables: valid loss mean: 1.358146 2020-06-16 10:59:45.352: INFO @log_variables: valid localisation_loss mean: 1.112115 2020-06-16 10:59:45.352: INFO @log_variables: valid classification_loss mean: 0.690877 2020-06-16 10:59:45.352: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 10:59:45.355: INFO @log_profile : T plain_train: 341.526640 2020-06-16 10:59:45.356: INFO @log_profile : T valid: 19.875183 2020-06-16 10:59:45.356: INFO @log_profile : T read data: 11.117898 2020-06-16 10:59:45.356: INFO @log_profile : T hooks: 27.005154 2020-06-16 10:59:45.356: INFO @main_loop : Epoch 116 done 2020-06-16 10:59:45.356: INFO @main_loop : Training epoch 117 2020-06-16 11:06:26.305: INFO @decay_lr : LR updated to `5.562891e-05` 2020-06-16 11:06:26.322: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 11:06:26.322: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 11:06:26.322: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 11:06:26.322: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 11:06:26.322: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 11:06:26.322: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 11:06:26.322: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 11:06:26.322: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 11:06:26.322: INFO @log_variables: plain_train face_fp mean: nan 2020-06-16 11:06:26.322: INFO @log_variables: plain_train face_fn mean: nan 2020-06-16 11:06:26.322: INFO @log_variables: plain_train body_fp mean: nan 2020-06-16 11:06:26.322: INFO @log_variables: plain_train body_fn mean: nan 2020-06-16 11:06:26.323: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-16 11:06:26.323: INFO @log_variables: plain_train loss mean: 1.379805 2020-06-16 11:06:26.323: INFO @log_variables: plain_train localisation_loss mean: 1.109479 2020-06-16 11:06:26.323: INFO @log_variables: plain_train classification_loss mean: 0.714117 2020-06-16 11:06:26.323: INFO @log_variables: valid box_f1 mean: 0.779305 2020-06-16 11:06:26.323: INFO @log_variables: valid box_recall mean: 0.841793 2020-06-16 11:06:26.323: INFO @log_variables: valid box_precision mean: 0.747457 2020-06-16 11:06:26.323: INFO @log_variables: valid face_box_f1 mean: 0.486483 2020-06-16 11:06:26.323: INFO @log_variables: valid body_box_f1 mean: 0.822531 2020-06-16 11:06:26.323: INFO @log_variables: valid face_box_recall mean: 0.546628 2020-06-16 11:06:26.323: INFO @log_variables: valid body_box_recall mean: 0.873133 2020-06-16 11:06:26.323: INFO @log_variables: valid face_box_precision mean: 0.466237 2020-06-16 11:06:26.323: INFO @log_variables: valid face_fp mean: 1.153051 2020-06-16 11:06:26.323: INFO @log_variables: valid face_fn mean: 0.708415 2020-06-16 11:06:26.323: INFO @log_variables: valid body_fp mean: 1.511565 2020-06-16 11:06:26.323: INFO @log_variables: valid body_fn mean: 0.905512 2020-06-16 11:06:26.323: INFO @log_variables: valid body_box_precision mean: 0.801796 2020-06-16 11:06:26.323: INFO @log_variables: valid loss mean: 1.362012 2020-06-16 11:06:26.323: INFO @log_variables: valid localisation_loss mean: 1.114481 2020-06-16 11:06:26.324: INFO @log_variables: valid classification_loss mean: 0.693324 2020-06-16 11:06:26.324: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 11:06:26.326: INFO @log_profile : T plain_train: 340.887909 2020-06-16 11:06:26.327: INFO @log_profile : T valid: 19.976678 2020-06-16 11:06:26.327: INFO @log_profile : T read data: 11.008133 2020-06-16 11:06:26.327: INFO @log_profile : T hooks: 27.089971 2020-06-16 11:06:26.327: INFO @main_loop : Epoch 117 done 2020-06-16 11:06:26.327: INFO @main_loop : Training epoch 118 2020-06-16 11:13:09.809: INFO @decay_lr : LR updated to `5.5350763e-05` 2020-06-16 11:13:09.826: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 11:13:09.826: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 11:13:09.826: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 11:13:09.826: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 11:13:09.826: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 11:13:09.826: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 11:13:09.826: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 11:13:09.826: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 11:13:09.826: INFO @log_variables: plain_train face_fp mean: nan 2020-06-16 11:13:09.826: INFO @log_variables: plain_train face_fn mean: nan 2020-06-16 11:13:09.826: INFO @log_variables: plain_train body_fp mean: nan 2020-06-16 11:13:09.826: INFO @log_variables: plain_train body_fn mean: nan 2020-06-16 11:13:09.826: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-16 11:13:09.826: INFO @log_variables: plain_train loss mean: 1.381446 2020-06-16 11:13:09.826: INFO @log_variables: plain_train localisation_loss mean: 1.115439 2020-06-16 11:13:09.826: INFO @log_variables: plain_train classification_loss mean: 0.712182 2020-06-16 11:13:09.827: INFO @log_variables: valid box_f1 mean: 0.780121 2020-06-16 11:13:09.827: INFO @log_variables: valid box_recall mean: 0.838520 2020-06-16 11:13:09.827: INFO @log_variables: valid box_precision mean: 0.751261 2020-06-16 11:13:09.827: INFO @log_variables: valid face_box_f1 mean: 0.483063 2020-06-16 11:13:09.827: INFO @log_variables: valid body_box_f1 mean: 0.828511 2020-06-16 11:13:09.827: INFO @log_variables: valid face_box_recall mean: 0.551798 2020-06-16 11:13:09.827: INFO @log_variables: valid body_box_recall mean: 0.868464 2020-06-16 11:13:09.827: INFO @log_variables: valid face_box_precision mean: 0.458155 2020-06-16 11:13:09.827: INFO @log_variables: valid face_fp mean: 1.263041 2020-06-16 11:13:09.827: INFO @log_variables: valid face_fn mean: 0.697096 2020-06-16 11:13:09.827: INFO @log_variables: valid body_fp mean: 1.374016 2020-06-16 11:13:09.827: INFO @log_variables: valid body_fn mean: 0.939222 2020-06-16 11:13:09.827: INFO @log_variables: valid body_box_precision mean: 0.816984 2020-06-16 11:13:09.827: INFO @log_variables: valid loss mean: 1.355973 2020-06-16 11:13:09.827: INFO @log_variables: valid localisation_loss mean: 1.111184 2020-06-16 11:13:09.827: INFO @log_variables: valid classification_loss mean: 0.689262 2020-06-16 11:13:09.827: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 11:13:09.830: INFO @log_profile : T plain_train: 342.484495 2020-06-16 11:13:09.830: INFO @log_profile : T valid: 19.995836 2020-06-16 11:13:09.831: INFO @log_profile : T read data: 11.197917 2020-06-16 11:13:09.831: INFO @log_profile : T hooks: 27.770452 2020-06-16 11:13:09.831: INFO @main_loop : Epoch 118 done 2020-06-16 11:13:09.831: INFO @main_loop : Training epoch 119 2020-06-16 11:19:54.213: INFO @decay_lr : LR updated to `5.5074008e-05` 2020-06-16 11:19:54.229: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 11:19:54.229: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 11:19:54.229: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 11:19:54.229: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 11:19:54.229: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 11:19:54.229: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 11:19:54.229: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 11:19:54.229: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 11:19:54.229: INFO @log_variables: plain_train face_fp mean: nan 2020-06-16 11:19:54.229: INFO @log_variables: plain_train face_fn mean: nan 2020-06-16 11:19:54.229: INFO @log_variables: plain_train 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read data: 10.945660 2020-06-16 11:19:54.233: INFO @log_profile : T hooks: 27.620948 2020-06-16 11:19:54.233: INFO @main_loop : Epoch 119 done 2020-06-16 11:19:54.234: INFO @main_loop : Training epoch 120 2020-06-16 11:26:37.262: INFO @decay_lr : LR updated to `5.479864e-05` 2020-06-16 11:26:37.277: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 11:26:37.277: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 11:26:37.277: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 11:26:37.277: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 11:26:37.278: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 11:26:37.278: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 11:26:37.278: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 11:26:37.278: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 11:26:37.278: INFO @log_variables: plain_train face_fp mean: 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INFO @log_variables: valid face_box_recall mean: 0.548642 2020-06-16 11:26:37.278: INFO @log_variables: valid body_box_recall mean: 0.863321 2020-06-16 11:26:37.278: INFO @log_variables: valid face_box_precision mean: 0.478179 2020-06-16 11:26:37.278: INFO @log_variables: valid face_fp mean: 1.046998 2020-06-16 11:26:37.278: INFO @log_variables: valid face_fn mean: 0.702756 2020-06-16 11:26:37.279: INFO @log_variables: valid body_fp mean: 1.290354 2020-06-16 11:26:37.279: INFO @log_variables: valid body_fn mean: 0.971949 2020-06-16 11:26:37.279: INFO @log_variables: valid body_box_precision mean: 0.824703 2020-06-16 11:26:37.279: INFO @log_variables: valid loss mean: 1.354509 2020-06-16 11:26:37.279: INFO @log_variables: valid localisation_loss mean: 1.110260 2020-06-16 11:26:37.279: INFO @log_variables: valid classification_loss mean: 0.688353 2020-06-16 11:26:37.279: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 11:26:37.282: INFO @log_profile : T plain_train: 342.301779 2020-06-16 11:26:37.282: INFO @log_profile : T valid: 20.049030 2020-06-16 11:26:37.282: INFO @log_profile : T read data: 10.983450 2020-06-16 11:26:37.282: INFO @log_profile : T hooks: 27.667899 2020-06-16 11:26:37.282: INFO @main_loop : Epoch 120 done 2020-06-16 11:26:37.282: INFO @main_loop : Training epoch 121 2020-06-16 11:33:20.439: INFO @decay_lr : LR updated to `5.4524644e-05` 2020-06-16 11:33:20.456: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 11:33:20.456: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 11:33:20.456: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 11:33:20.456: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 11:33:20.456: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 11:33:20.456: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 11:33:20.456: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 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@log_variables: valid face_box_f1 mean: 0.489079 2020-06-16 11:33:20.457: INFO @log_variables: valid body_box_f1 mean: 0.827834 2020-06-16 11:33:20.457: INFO @log_variables: valid face_box_recall mean: 0.542518 2020-06-16 11:33:20.457: INFO @log_variables: valid body_box_recall mean: 0.862122 2020-06-16 11:33:20.457: INFO @log_variables: valid face_box_precision mean: 0.474059 2020-06-16 11:33:20.457: INFO @log_variables: valid face_fp mean: 1.064469 2020-06-16 11:33:20.457: INFO @log_variables: valid face_fn mean: 0.728100 2020-06-16 11:33:20.457: INFO @log_variables: valid body_fp mean: 1.333907 2020-06-16 11:33:20.457: INFO @log_variables: valid body_fn mean: 0.977116 2020-06-16 11:33:20.457: INFO @log_variables: valid body_box_precision mean: 0.821852 2020-06-16 11:33:20.457: INFO @log_variables: valid loss mean: 1.378314 2020-06-16 11:33:20.457: INFO @log_variables: valid localisation_loss mean: 1.125839 2020-06-16 11:33:20.457: INFO @log_variables: valid classification_loss mean: 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@log_variables: plain_train face_box_recall mean: nan 2020-06-16 11:40:05.389: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 11:40:05.389: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 11:40:05.389: INFO @log_variables: plain_train face_fp mean: nan 2020-06-16 11:40:05.389: INFO @log_variables: plain_train face_fn mean: nan 2020-06-16 11:40:05.389: INFO @log_variables: plain_train body_fp mean: nan 2020-06-16 11:40:05.389: INFO @log_variables: plain_train body_fn mean: nan 2020-06-16 11:40:05.389: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-16 11:40:05.389: INFO @log_variables: plain_train loss mean: 1.375187 2020-06-16 11:40:05.389: INFO @log_variables: plain_train localisation_loss mean: 1.106030 2020-06-16 11:40:05.389: INFO @log_variables: plain_train classification_loss mean: 0.711569 2020-06-16 11:40:05.389: INFO @log_variables: valid box_f1 mean: 0.781589 2020-06-16 11:40:05.389: INFO @log_variables: valid box_recall mean: 0.842588 2020-06-16 11:40:05.389: INFO @log_variables: valid box_precision mean: 0.750595 2020-06-16 11:40:05.389: INFO @log_variables: valid face_box_f1 mean: 0.493226 2020-06-16 11:40:05.389: INFO @log_variables: valid body_box_f1 mean: 0.820692 2020-06-16 11:40:05.389: INFO @log_variables: valid face_box_recall mean: 0.545534 2020-06-16 11:40:05.389: INFO @log_variables: valid body_box_recall mean: 0.874969 2020-06-16 11:40:05.390: INFO @log_variables: valid face_box_precision mean: 0.478654 2020-06-16 11:40:05.390: INFO @log_variables: valid face_fp mean: 1.056841 2020-06-16 11:40:05.390: INFO @log_variables: valid face_fn mean: 0.715305 2020-06-16 11:40:05.390: INFO @log_variables: valid body_fp mean: 1.581939 2020-06-16 11:40:05.390: INFO @log_variables: valid body_fn mean: 0.883120 2020-06-16 11:40:05.390: INFO @log_variables: valid body_box_precision mean: 0.797346 2020-06-16 11:40:05.390: INFO @log_variables: valid loss mean: 1.360963 2020-06-16 11:40:05.390: INFO @log_variables: valid localisation_loss mean: 1.108973 2020-06-16 11:40:05.390: INFO @log_variables: valid classification_loss mean: 0.695579 2020-06-16 11:40:05.390: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 11:40:05.393: INFO @log_profile : T plain_train: 344.064209 2020-06-16 11:40:05.393: INFO @log_profile : T valid: 20.128978 2020-06-16 11:40:05.393: INFO @log_profile : T read data: 10.897515 2020-06-16 11:40:05.393: INFO @log_profile : T hooks: 27.783396 2020-06-16 11:40:05.393: INFO @main_loop : Epoch 122 done 2020-06-16 11:40:05.393: INFO @main_loop : Training epoch 123 2020-06-16 11:46:48.788: INFO @decay_lr : LR updated to `5.3980762e-05` 2020-06-16 11:46:48.803: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 11:46:48.804: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 11:46:48.804: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 11:46:48.804: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 11:46:48.804: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 11:46:48.804: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 11:46:48.804: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 11:46:48.804: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 11:46:48.804: INFO @log_variables: plain_train face_fp mean: nan 2020-06-16 11:46:48.804: INFO @log_variables: plain_train face_fn mean: nan 2020-06-16 11:46:48.804: INFO @log_variables: plain_train body_fp mean: nan 2020-06-16 11:46:48.804: INFO @log_variables: plain_train body_fn mean: nan 2020-06-16 11:46:48.804: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-16 11:46:48.804: INFO @log_variables: plain_train loss mean: 1.373574 2020-06-16 11:46:48.804: INFO @log_variables: plain_train localisation_loss mean: 1.111422 2020-06-16 11:46:48.804: INFO @log_variables: plain_train classification_loss mean: 0.706720 2020-06-16 11:46:48.804: INFO @log_variables: valid box_f1 mean: 0.781132 2020-06-16 11:46:48.805: INFO @log_variables: valid box_recall mean: 0.837521 2020-06-16 11:46:48.805: INFO @log_variables: valid box_precision mean: 0.753561 2020-06-16 11:46:48.805: INFO @log_variables: valid face_box_f1 mean: 0.490103 2020-06-16 11:46:48.805: INFO @log_variables: valid body_box_f1 mean: 0.827380 2020-06-16 11:46:48.805: INFO @log_variables: valid face_box_recall mean: 0.556796 2020-06-16 11:46:48.805: INFO @log_variables: valid body_box_recall mean: 0.864540 2020-06-16 11:46:48.805: INFO @log_variables: valid face_box_precision mean: 0.466086 2020-06-16 11:46:48.805: INFO @log_variables: valid face_fp mean: 1.222195 2020-06-16 11:46:48.805: INFO @log_variables: valid face_fn mean: 0.681102 2020-06-16 11:46:48.805: INFO @log_variables: valid body_fp mean: 1.338091 2020-06-16 11:46:48.805: INFO @log_variables: valid body_fn mean: 0.961614 2020-06-16 11:46:48.805: INFO @log_variables: valid body_box_precision mean: 0.817874 2020-06-16 11:46:48.805: INFO @log_variables: valid loss mean: 1.359861 2020-06-16 11:46:48.805: INFO @log_variables: valid localisation_loss mean: 1.109074 2020-06-16 11:46:48.805: INFO @log_variables: valid classification_loss mean: 0.694417 2020-06-16 11:46:48.805: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 11:46:48.808: INFO @log_profile : T plain_train: 343.082831 2020-06-16 11:46:48.808: INFO @log_profile : T valid: 19.974214 2020-06-16 11:46:48.808: INFO @log_profile : T read data: 10.838430 2020-06-16 11:46:48.808: INFO @log_profile : T hooks: 27.475211 2020-06-16 11:46:48.809: INFO @main_loop : Epoch 123 done 2020-06-16 11:46:48.809: INFO @main_loop : Training epoch 124 2020-06-16 11:53:32.924: INFO @decay_lr : LR updated to `5.3710857e-05` 2020-06-16 11:53:32.941: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 11:53:32.941: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 11:53:32.941: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 11:53:32.941: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 11:53:32.942: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 11:53:32.942: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 11:53:32.942: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 11:53:32.942: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 11:53:32.942: INFO @log_variables: plain_train face_fp mean: nan 2020-06-16 11:53:32.942: INFO @log_variables: plain_train face_fn mean: nan 2020-06-16 11:53:32.942: INFO @log_variables: plain_train body_fp mean: nan 2020-06-16 11:53:32.942: INFO @log_variables: plain_train body_fn mean: nan 2020-06-16 11:53:32.942: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-16 11:53:32.942: INFO @log_variables: plain_train loss mean: 1.374862 2020-06-16 11:53:32.942: INFO @log_variables: plain_train localisation_loss mean: 1.108606 2020-06-16 11:53:32.942: INFO @log_variables: plain_train classification_loss mean: 0.709698 2020-06-16 11:53:32.942: INFO @log_variables: valid box_f1 mean: 0.783469 2020-06-16 11:53:32.942: INFO @log_variables: valid box_recall mean: 0.844209 2020-06-16 11:53:32.942: INFO @log_variables: valid box_precision mean: 0.753183 2020-06-16 11:53:32.942: INFO @log_variables: valid face_box_f1 mean: 0.499278 2020-06-16 11:53:32.942: INFO @log_variables: valid body_box_f1 mean: 0.823137 2020-06-16 11:53:32.942: INFO @log_variables: valid face_box_recall mean: 0.560586 2020-06-16 11:53:32.942: INFO @log_variables: valid body_box_recall mean: 0.872470 2020-06-16 11:53:32.942: INFO @log_variables: valid face_box_precision mean: 0.479434 2020-06-16 11:53:32.942: INFO @log_variables: valid face_fp mean: 1.114419 2020-06-16 11:53:32.943: INFO @log_variables: valid face_fn mean: 0.684793 2020-06-16 11:53:32.943: INFO @log_variables: valid body_fp mean: 1.489419 2020-06-16 11:53:32.943: INFO @log_variables: valid body_fn mean: 0.906496 2020-06-16 11:53:32.943: INFO @log_variables: valid body_box_precision mean: 0.803719 2020-06-16 11:53:32.943: INFO @log_variables: valid loss mean: 1.369913 2020-06-16 11:53:32.943: INFO @log_variables: valid localisation_loss mean: 1.122264 2020-06-16 11:53:32.943: INFO @log_variables: valid classification_loss mean: 0.696555 2020-06-16 11:53:32.943: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 11:53:32.946: INFO @log_profile : T plain_train: 342.907130 2020-06-16 11:53:32.946: INFO @log_profile : T valid: 20.173766 2020-06-16 11:53:32.946: INFO @log_profile : T read data: 10.978306 2020-06-16 11:53:32.946: INFO @log_profile : T hooks: 28.038548 2020-06-16 11:53:32.946: INFO @main_loop : Epoch 124 done 2020-06-16 11:53:32.946: INFO @main_loop : Training epoch 125 2020-06-16 12:00:24.323: INFO @decay_lr : LR updated to `5.34423e-05` 2020-06-16 12:00:24.339: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 12:00:24.339: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 12:00:24.339: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 12:00:24.339: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 12:00:24.339: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 12:00:24.339: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 12:00:24.339: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 12:00:24.339: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 12:00:24.339: INFO @log_variables: plain_train face_fp mean: nan 2020-06-16 12:00:24.339: INFO @log_variables: plain_train face_fn mean: nan 2020-06-16 12:00:24.339: INFO @log_variables: plain_train body_fp mean: nan 2020-06-16 12:00:24.339: INFO @log_variables: plain_train body_fn mean: nan 2020-06-16 12:00:24.340: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-16 12:00:24.340: INFO @log_variables: plain_train loss mean: 1.371643 2020-06-16 12:00:24.340: INFO @log_variables: plain_train localisation_loss mean: 1.103406 2020-06-16 12:00:24.340: INFO @log_variables: plain_train classification_loss mean: 0.709599 2020-06-16 12:00:24.340: INFO @log_variables: valid box_f1 mean: 0.791989 2020-06-16 12:00:24.340: INFO @log_variables: valid box_recall mean: 0.832945 2020-06-16 12:00:24.340: INFO @log_variables: valid box_precision mean: 0.777522 2020-06-16 12:00:24.340: INFO @log_variables: valid face_box_f1 mean: 0.504286 2020-06-16 12:00:24.340: INFO @log_variables: valid body_box_f1 mean: 0.831643 2020-06-16 12:00:24.340: INFO @log_variables: valid face_box_recall mean: 0.555381 2020-06-16 12:00:24.340: INFO @log_variables: valid body_box_recall mean: 0.861267 2020-06-16 12:00:24.340: INFO @log_variables: valid face_box_precision mean: 0.490406 2020-06-16 12:00:24.340: INFO @log_variables: valid face_fp mean: 1.005659 2020-06-16 12:00:24.340: INFO @log_variables: valid face_fn mean: 0.693406 2020-06-16 12:00:24.340: INFO @log_variables: valid body_fp mean: 1.232037 2020-06-16 12:00:24.340: INFO @log_variables: valid body_fn mean: 0.993848 2020-06-16 12:00:24.340: INFO @log_variables: valid body_box_precision mean: 0.829303 2020-06-16 12:00:24.340: INFO @log_variables: valid loss mean: 1.360481 2020-06-16 12:00:24.340: INFO @log_variables: valid localisation_loss mean: 1.104635 2020-06-16 12:00:24.341: INFO @log_variables: valid classification_loss mean: 0.697700 2020-06-16 12:00:24.341: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 12:00:24.502: INFO @save : Model saved to: ./log/DetectionBodyFace-overheadAll-headCovered/model_best.ckpt 2020-06-16 12:00:24.515: INFO @log_profile : T plain_train: 349.567882 2020-06-16 12:00:24.515: INFO @log_profile : T valid: 20.287522 2020-06-16 12:00:24.515: INFO @log_profile : T read data: 11.426616 2020-06-16 12:00:24.516: INFO @log_profile : T hooks: 28.218916 2020-06-16 12:00:24.516: INFO @main_loop : Epoch 125 done 2020-06-16 12:00:24.516: INFO @main_loop : Training epoch 126 2020-06-16 12:07:08.040: INFO @decay_lr : LR updated to `5.317509e-05` 2020-06-16 12:07:08.056: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 12:07:08.056: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 12:07:08.056: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 12:07:08.056: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 12:07:08.056: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 12:07:08.056: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 12:07:08.056: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 12:07:08.056: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 12:07:08.056: INFO @log_variables: plain_train face_fp mean: nan 2020-06-16 12:07:08.056: INFO @log_variables: plain_train face_fn mean: nan 2020-06-16 12:07:08.056: INFO @log_variables: plain_train body_fp mean: nan 2020-06-16 12:07:08.056: INFO @log_variables: plain_train body_fn mean: nan 2020-06-16 12:07:08.056: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-16 12:07:08.057: INFO @log_variables: plain_train loss mean: 1.370932 2020-06-16 12:07:08.057: INFO @log_variables: plain_train localisation_loss mean: 1.110173 2020-06-16 12:07:08.057: INFO @log_variables: plain_train classification_loss mean: 0.704828 2020-06-16 12:07:08.057: INFO @log_variables: valid box_f1 mean: 0.789297 2020-06-16 12:07:08.057: INFO @log_variables: valid box_recall mean: 0.833771 2020-06-16 12:07:08.057: INFO @log_variables: valid box_precision mean: 0.771877 2020-06-16 12:07:08.057: INFO @log_variables: valid face_box_f1 mean: 0.499879 2020-06-16 12:07:08.057: INFO @log_variables: valid body_box_f1 mean: 0.831831 2020-06-16 12:07:08.057: INFO @log_variables: valid face_box_recall mean: 0.557571 2020-06-16 12:07:08.057: INFO @log_variables: valid body_box_recall mean: 0.858798 2020-06-16 12:07:08.057: INFO @log_variables: valid face_box_precision mean: 0.481325 2020-06-16 12:07:08.057: INFO @log_variables: valid face_fp mean: 1.089567 2020-06-16 12:07:08.057: INFO @log_variables: valid face_fn mean: 0.686762 2020-06-16 12:07:08.057: INFO @log_variables: valid body_fp mean: 1.235482 2020-06-16 12:07:08.057: INFO @log_variables: valid body_fn mean: 0.991388 2020-06-16 12:07:08.057: INFO @log_variables: valid body_box_precision mean: 0.831384 2020-06-16 12:07:08.057: INFO @log_variables: valid loss mean: 1.371711 2020-06-16 12:07:08.057: INFO @log_variables: valid localisation_loss mean: 1.114680 2020-06-16 12:07:08.057: INFO @log_variables: valid classification_loss mean: 0.702903 2020-06-16 12:07:08.057: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 12:07:08.060: INFO @log_profile : T plain_train: 343.023101 2020-06-16 12:07:08.061: INFO @log_profile : T valid: 20.151787 2020-06-16 12:07:08.061: INFO @log_profile : T read data: 10.805320 2020-06-16 12:07:08.061: INFO @log_profile : T hooks: 27.522520 2020-06-16 12:07:08.061: INFO @main_loop : Epoch 126 done 2020-06-16 12:07:08.061: INFO @main_loop : Training epoch 127 2020-06-16 12:13:52.566: INFO @decay_lr : LR updated to `5.2909214e-05` 2020-06-16 12:13:52.582: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 12:13:52.582: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 12:13:52.582: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 12:13:52.582: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 12:13:52.582: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 12:13:52.582: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 12:13:52.582: INFO @log_variables: plain_train 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2020-06-16 12:13:52.583: INFO @log_variables: valid face_box_f1 mean: 0.480788 2020-06-16 12:13:52.583: INFO @log_variables: valid body_box_f1 mean: 0.822726 2020-06-16 12:13:52.583: INFO @log_variables: valid face_box_recall mean: 0.548302 2020-06-16 12:13:52.583: INFO @log_variables: valid body_box_recall mean: 0.871222 2020-06-16 12:13:52.583: INFO @log_variables: valid face_box_precision mean: 0.456023 2020-06-16 12:13:52.583: INFO @log_variables: valid face_fp mean: 1.279035 2020-06-16 12:13:52.583: INFO @log_variables: valid face_fn mean: 0.705463 2020-06-16 12:13:52.583: INFO @log_variables: valid body_fp mean: 1.491880 2020-06-16 12:13:52.583: INFO @log_variables: valid body_fn mean: 0.894931 2020-06-16 12:13:52.583: INFO @log_variables: valid body_box_precision mean: 0.803905 2020-06-16 12:13:52.583: INFO @log_variables: valid loss mean: 1.365310 2020-06-16 12:13:52.583: INFO @log_variables: valid localisation_loss mean: 1.112987 2020-06-16 12:13:52.583: INFO @log_variables: valid classification_loss mean: 0.697518 2020-06-16 12:13:52.583: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 12:13:52.586: INFO @log_profile : T plain_train: 342.915798 2020-06-16 12:13:52.586: INFO @log_profile : T valid: 20.372531 2020-06-16 12:13:52.586: INFO @log_profile : T read data: 10.901177 2020-06-16 12:13:52.586: INFO @log_profile : T hooks: 28.292928 2020-06-16 12:13:52.586: INFO @main_loop : Epoch 127 done 2020-06-16 12:13:52.586: INFO @main_loop : Training epoch 128 2020-06-16 12:20:36.607: INFO @decay_lr : LR updated to `5.2644667e-05` 2020-06-16 12:20:36.623: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 12:20:36.623: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 12:20:36.623: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 12:20:36.623: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 12:20:36.623: INFO @log_variables: plain_train body_box_f1 mean: nan 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12:20:36.624: INFO @log_variables: valid box_recall mean: 0.839838 2020-06-16 12:20:36.624: INFO @log_variables: valid box_precision mean: 0.752686 2020-06-16 12:20:36.624: INFO @log_variables: valid face_box_f1 mean: 0.487647 2020-06-16 12:20:36.624: INFO @log_variables: valid body_box_f1 mean: 0.828728 2020-06-16 12:20:36.624: INFO @log_variables: valid face_box_recall mean: 0.557472 2020-06-16 12:20:36.624: INFO @log_variables: valid body_box_recall mean: 0.866650 2020-06-16 12:20:36.624: INFO @log_variables: valid face_box_precision mean: 0.462104 2020-06-16 12:20:36.624: INFO @log_variables: valid face_fp mean: 1.256398 2020-06-16 12:20:36.624: INFO @log_variables: valid face_fn mean: 0.680856 2020-06-16 12:20:36.624: INFO @log_variables: valid body_fp mean: 1.346211 2020-06-16 12:20:36.624: INFO @log_variables: valid body_fn mean: 0.941929 2020-06-16 12:20:36.624: INFO @log_variables: valid body_box_precision mean: 0.818423 2020-06-16 12:20:36.624: INFO @log_variables: valid loss mean: 1.356038 2020-06-16 12:20:36.624: INFO @log_variables: valid localisation_loss mean: 1.102875 2020-06-16 12:20:36.624: INFO @log_variables: valid classification_loss mean: 0.694313 2020-06-16 12:20:36.624: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 12:20:36.627: INFO @log_profile : T plain_train: 343.661683 2020-06-16 12:20:36.627: INFO @log_profile : T valid: 19.947344 2020-06-16 12:20:36.627: INFO @log_profile : T read data: 10.678104 2020-06-16 12:20:36.627: INFO @log_profile : T hooks: 27.716772 2020-06-16 12:20:36.627: INFO @main_loop : Epoch 128 done 2020-06-16 12:20:36.627: INFO @main_loop : Training epoch 129 2020-06-16 12:27:20.284: INFO @decay_lr : LR updated to `5.2381445e-05` 2020-06-16 12:27:20.300: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 12:27:20.300: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 12:27:20.300: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 12:27:20.300: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 12:27:20.300: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 12:27:20.300: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 12:27:20.300: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 12:27:20.300: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 12:27:20.300: INFO @log_variables: plain_train face_fp mean: nan 2020-06-16 12:27:20.300: INFO @log_variables: plain_train face_fn mean: nan 2020-06-16 12:27:20.300: INFO @log_variables: plain_train body_fp mean: nan 2020-06-16 12:27:20.300: INFO @log_variables: plain_train body_fn mean: nan 2020-06-16 12:27:20.300: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-16 12:27:20.300: INFO @log_variables: plain_train loss mean: 1.364225 2020-06-16 12:27:20.300: INFO @log_variables: plain_train localisation_loss mean: 1.099894 2020-06-16 12:27:20.300: INFO @log_variables: plain_train classification_loss mean: 0.704288 2020-06-16 12:27:20.301: INFO @log_variables: valid box_f1 mean: 0.788480 2020-06-16 12:27:20.301: INFO @log_variables: valid box_recall mean: 0.838281 2020-06-16 12:27:20.301: INFO @log_variables: valid box_precision mean: 0.766629 2020-06-16 12:27:20.301: INFO @log_variables: valid face_box_f1 mean: 0.501479 2020-06-16 12:27:20.301: INFO @log_variables: valid body_box_f1 mean: 0.827884 2020-06-16 12:27:20.301: INFO @log_variables: valid face_box_recall mean: 0.555367 2020-06-16 12:27:20.301: INFO @log_variables: valid body_box_recall mean: 0.865805 2020-06-16 12:27:20.301: INFO @log_variables: valid face_box_precision mean: 0.486465 2020-06-16 12:27:20.301: INFO @log_variables: valid face_fp mean: 1.056841 2020-06-16 12:27:20.301: INFO @log_variables: valid face_fn mean: 0.693652 2020-06-16 12:27:20.301: INFO @log_variables: valid body_fp mean: 1.358268 2020-06-16 12:27:20.301: INFO @log_variables: valid body_fn mean: 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2020-06-16 12:40:47.748: INFO @main_loop : Epoch 131 done 2020-06-16 12:40:47.748: INFO @main_loop : Training epoch 132 2020-06-16 12:47:32.141: INFO @decay_lr : LR updated to `5.1599643e-05` 2020-06-16 12:47:32.157: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 12:47:32.157: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 12:47:32.157: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 12:47:32.157: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 12:47:32.158: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 12:47:32.158: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 12:47:32.158: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 12:47:32.158: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 12:47:32.158: INFO @log_variables: plain_train face_fp mean: nan 2020-06-16 12:47:32.158: INFO @log_variables: plain_train face_fn mean: nan 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INFO @log_variables: valid body_box_recall mean: 0.870238 2020-06-16 12:47:32.158: INFO @log_variables: valid face_box_precision mean: 0.467325 2020-06-16 12:47:32.158: INFO @log_variables: valid face_fp mean: 1.199065 2020-06-16 12:47:32.158: INFO @log_variables: valid face_fn mean: 0.680610 2020-06-16 12:47:32.159: INFO @log_variables: valid body_fp mean: 1.419291 2020-06-16 12:47:32.159: INFO @log_variables: valid body_fn mean: 0.924951 2020-06-16 12:47:32.159: INFO @log_variables: valid body_box_precision mean: 0.809489 2020-06-16 12:47:32.159: INFO @log_variables: valid loss mean: 1.350583 2020-06-16 12:47:32.159: INFO @log_variables: valid localisation_loss mean: 1.113151 2020-06-16 12:47:32.159: INFO @log_variables: valid classification_loss mean: 0.682692 2020-06-16 12:47:32.159: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 12:47:32.162: INFO @log_profile : T plain_train: 343.435549 2020-06-16 12:47:32.162: INFO @log_profile : T valid: 20.095015 2020-06-16 12:47:32.162: INFO @log_profile : T read data: 10.712716 2020-06-16 12:47:32.162: INFO @log_profile : T hooks: 28.124636 2020-06-16 12:47:32.162: INFO @main_loop : Epoch 132 done 2020-06-16 12:47:32.162: INFO @main_loop : Training epoch 133 2020-06-16 12:54:16.589: INFO @decay_lr : LR updated to `5.1341645e-05` 2020-06-16 12:54:16.605: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 12:54:16.605: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 12:54:16.605: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 12:54:16.605: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 12:54:16.605: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 12:54:16.605: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 12:54:16.605: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 12:54:16.606: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 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./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 12:54:16.610: INFO @log_profile : T plain_train: 342.704346 2020-06-16 12:54:16.610: INFO @log_profile : T valid: 20.377416 2020-06-16 12:54:16.610: INFO @log_profile : T read data: 10.833403 2020-06-16 12:54:16.610: INFO @log_profile : T hooks: 28.481673 2020-06-16 12:54:16.610: INFO @main_loop : Epoch 133 done 2020-06-16 12:54:16.610: INFO @main_loop : Training epoch 134 2020-06-16 13:01:00.844: INFO @decay_lr : LR updated to `5.108494e-05` 2020-06-16 13:01:00.860: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 13:01:00.860: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 13:01:00.860: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 13:01:00.860: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 13:01:00.860: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 13:01:00.860: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 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@log_variables: valid box_precision mean: 0.754241 2020-06-16 13:01:00.861: INFO @log_variables: valid face_box_f1 mean: 0.491910 2020-06-16 13:01:00.861: INFO @log_variables: valid body_box_f1 mean: 0.829854 2020-06-16 13:01:00.861: INFO @log_variables: valid face_box_recall mean: 0.561428 2020-06-16 13:01:00.861: INFO @log_variables: valid body_box_recall mean: 0.869998 2020-06-16 13:01:00.861: INFO @log_variables: valid face_box_precision mean: 0.465946 2020-06-16 13:01:00.861: INFO @log_variables: valid face_fp mean: 1.267224 2020-06-16 13:01:00.861: INFO @log_variables: valid face_fn mean: 0.669537 2020-06-16 13:01:00.861: INFO @log_variables: valid body_fp mean: 1.388533 2020-06-16 13:01:00.861: INFO @log_variables: valid body_fn mean: 0.911663 2020-06-16 13:01:00.861: INFO @log_variables: valid body_box_precision mean: 0.817376 2020-06-16 13:01:00.861: INFO @log_variables: valid loss mean: 1.352523 2020-06-16 13:01:00.861: INFO @log_variables: valid localisation_loss mean: 1.110469 2020-06-16 13:01:00.862: INFO @log_variables: valid classification_loss mean: 0.686241 2020-06-16 13:01:00.862: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 13:01:00.864: INFO @log_profile : T plain_train: 343.057723 2020-06-16 13:01:00.865: INFO @log_profile : T valid: 20.097897 2020-06-16 13:01:00.865: INFO @log_profile : T read data: 10.861847 2020-06-16 13:01:00.865: INFO @log_profile : T hooks: 28.195535 2020-06-16 13:01:00.865: INFO @main_loop : Epoch 134 done 2020-06-16 13:01:00.865: INFO @main_loop : Training epoch 135 2020-06-16 13:07:45.161: INFO @decay_lr : LR updated to `5.0829512e-05` 2020-06-16 13:07:45.176: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 13:07:45.177: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 13:07:45.177: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 13:07:45.177: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 13:07:45.177: 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@log_variables: valid box_f1 mean: 0.781186 2020-06-16 13:07:45.177: INFO @log_variables: valid box_recall mean: 0.841682 2020-06-16 13:07:45.177: INFO @log_variables: valid box_precision mean: 0.750363 2020-06-16 13:07:45.177: INFO @log_variables: valid face_box_f1 mean: 0.490246 2020-06-16 13:07:45.178: INFO @log_variables: valid body_box_f1 mean: 0.825407 2020-06-16 13:07:45.178: INFO @log_variables: valid face_box_recall mean: 0.552703 2020-06-16 13:07:45.178: INFO @log_variables: valid body_box_recall mean: 0.870371 2020-06-16 13:07:45.178: INFO @log_variables: valid face_box_precision mean: 0.468321 2020-06-16 13:07:45.178: INFO @log_variables: valid face_fp mean: 1.194882 2020-06-16 13:07:45.178: INFO @log_variables: valid face_fn mean: 0.694882 2020-06-16 13:07:45.178: INFO @log_variables: valid body_fp mean: 1.455463 2020-06-16 13:07:45.178: INFO @log_variables: valid body_fn mean: 0.916339 2020-06-16 13:07:45.178: INFO @log_variables: valid body_box_precision mean: 0.809475 2020-06-16 13:07:45.178: INFO @log_variables: valid loss mean: 1.357324 2020-06-16 13:07:45.178: INFO @log_variables: valid localisation_loss mean: 1.105488 2020-06-16 13:07:45.178: INFO @log_variables: valid classification_loss mean: 0.694031 2020-06-16 13:07:45.178: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 13:07:45.181: INFO @log_profile : T plain_train: 343.624836 2020-06-16 13:07:45.181: INFO @log_profile : T valid: 20.155720 2020-06-16 13:07:45.181: INFO @log_profile : T read data: 10.795705 2020-06-16 13:07:45.181: INFO @log_profile : T hooks: 27.700693 2020-06-16 13:07:45.181: INFO @main_loop : Epoch 135 done 2020-06-16 13:07:45.181: INFO @main_loop : Training epoch 136 2020-06-16 13:14:29.588: INFO @decay_lr : LR updated to `5.0575363e-05` 2020-06-16 13:14:29.603: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 13:14:29.603: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 13:14:29.603: INFO 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localisation_loss mean: 1.088272 2020-06-16 13:14:29.604: INFO @log_variables: plain_train classification_loss mean: 0.701059 2020-06-16 13:14:29.604: INFO @log_variables: valid box_f1 mean: 0.779898 2020-06-16 13:14:29.604: INFO @log_variables: valid box_recall mean: 0.844336 2020-06-16 13:14:29.604: INFO @log_variables: valid box_precision mean: 0.746556 2020-06-16 13:14:29.604: INFO @log_variables: valid face_box_f1 mean: 0.488274 2020-06-16 13:14:29.604: INFO @log_variables: valid body_box_f1 mean: 0.830355 2020-06-16 13:14:29.604: INFO @log_variables: valid face_box_recall mean: 0.569844 2020-06-16 13:14:29.604: INFO @log_variables: valid body_box_recall mean: 0.867787 2020-06-16 13:14:29.604: INFO @log_variables: valid face_box_precision mean: 0.455767 2020-06-16 13:14:29.604: INFO @log_variables: valid face_fp mean: 1.390502 2020-06-16 13:14:29.604: INFO @log_variables: valid face_fn mean: 0.643209 2020-06-16 13:14:29.605: INFO @log_variables: valid body_fp mean: 1.333661 2020-06-16 13:14:29.605: INFO @log_variables: valid body_fn mean: 0.943159 2020-06-16 13:14:29.605: INFO @log_variables: valid body_box_precision mean: 0.820562 2020-06-16 13:14:29.605: INFO @log_variables: valid loss mean: 1.352417 2020-06-16 13:14:29.605: INFO @log_variables: valid localisation_loss mean: 1.108308 2020-06-16 13:14:29.605: INFO @log_variables: valid classification_loss mean: 0.687432 2020-06-16 13:14:29.605: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 13:14:29.608: INFO @log_profile : T plain_train: 342.906485 2020-06-16 13:14:29.608: INFO @log_profile : T valid: 20.246445 2020-06-16 13:14:29.608: INFO @log_profile : T read data: 10.841660 2020-06-16 13:14:29.608: INFO @log_profile : T hooks: 28.394358 2020-06-16 13:14:29.608: INFO @main_loop : Epoch 136 done 2020-06-16 13:14:29.608: INFO @main_loop : Training epoch 137 2020-06-16 13:21:13.075: INFO @decay_lr : LR updated to `5.0322487e-05` 2020-06-16 13:21:13.091: INFO 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13:21:13.096: INFO @main_loop : Training epoch 138 2020-06-16 13:27:57.807: INFO @decay_lr : LR updated to `5.0070874e-05` 2020-06-16 13:27:57.823: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 13:27:57.823: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 13:27:57.823: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 13:27:57.823: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 13:27:57.823: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 13:27:57.823: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 13:27:57.823: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 13:27:57.823: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 13:27:57.823: INFO @log_variables: plain_train face_fp mean: nan 2020-06-16 13:27:57.823: INFO @log_variables: plain_train face_fn mean: nan 2020-06-16 13:27:57.823: INFO @log_variables: plain_train body_fp mean: 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@log_variables: valid face_box_recall mean: 0.563351 2020-06-16 13:34:40.641: INFO @log_variables: valid body_box_recall mean: 0.863086 2020-06-16 13:34:40.641: INFO @log_variables: valid face_box_precision mean: 0.478446 2020-06-16 13:34:40.641: INFO @log_variables: valid face_fp mean: 1.156988 2020-06-16 13:34:40.641: INFO @log_variables: valid face_fn mean: 0.672244 2020-06-16 13:34:40.641: INFO @log_variables: valid body_fp mean: 1.287894 2020-06-16 13:34:40.641: INFO @log_variables: valid body_fn mean: 0.968996 2020-06-16 13:34:40.641: INFO @log_variables: valid body_box_precision mean: 0.826026 2020-06-16 13:34:40.641: INFO @log_variables: valid loss mean: 1.351849 2020-06-16 13:34:40.641: INFO @log_variables: valid localisation_loss mean: 1.097066 2020-06-16 13:34:40.641: INFO @log_variables: valid classification_loss mean: 0.693609 2020-06-16 13:34:40.641: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 13:34:40.644: INFO @log_profile : T plain_train: 341.998798 2020-06-16 13:34:40.644: INFO @log_profile : T valid: 20.175955 2020-06-16 13:34:40.644: INFO @log_profile : T read data: 10.839211 2020-06-16 13:34:40.644: INFO @log_profile : T hooks: 27.776098 2020-06-16 13:34:40.644: INFO @main_loop : Epoch 139 done 2020-06-16 13:34:40.644: INFO @main_loop : Training epoch 140 2020-06-16 13:41:24.268: INFO @decay_lr : LR updated to `4.9571416e-05` 2020-06-16 13:41:24.283: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 13:41:24.283: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 13:41:24.283: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 13:41:24.283: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 13:41:24.283: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 13:41:24.284: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 13:41:24.284: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 13:41:24.284: 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13:41:24.285: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 13:41:24.288: INFO @log_profile : T plain_train: 342.882402 2020-06-16 13:41:24.288: INFO @log_profile : T valid: 20.079640 2020-06-16 13:41:24.288: INFO @log_profile : T read data: 10.716083 2020-06-16 13:41:24.288: INFO @log_profile : T hooks: 27.935769 2020-06-16 13:41:24.288: INFO @main_loop : Epoch 140 done 2020-06-16 13:41:24.288: INFO @main_loop : Training epoch 141 2020-06-16 13:48:09.105: INFO @decay_lr : LR updated to `4.932356e-05` 2020-06-16 13:48:09.120: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 13:48:09.120: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 13:48:09.120: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 13:48:09.120: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 13:48:09.120: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 13:48:09.120: INFO @log_variables: 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mean: 0.839561 2020-06-16 13:48:09.121: INFO @log_variables: valid box_precision mean: 0.755028 2020-06-16 13:48:09.121: INFO @log_variables: valid face_box_f1 mean: 0.492688 2020-06-16 13:48:09.121: INFO @log_variables: valid body_box_f1 mean: 0.828104 2020-06-16 13:48:09.121: INFO @log_variables: valid face_box_recall mean: 0.561178 2020-06-16 13:48:09.121: INFO @log_variables: valid body_box_recall mean: 0.864683 2020-06-16 13:48:09.121: INFO @log_variables: valid face_box_precision mean: 0.467180 2020-06-16 13:48:09.121: INFO @log_variables: valid face_fp mean: 1.236713 2020-06-16 13:48:09.121: INFO @log_variables: valid face_fn mean: 0.665600 2020-06-16 13:48:09.121: INFO @log_variables: valid body_fp mean: 1.357283 2020-06-16 13:48:09.121: INFO @log_variables: valid body_fn mean: 0.957677 2020-06-16 13:48:09.122: INFO @log_variables: valid body_box_precision mean: 0.818859 2020-06-16 13:48:09.122: INFO @log_variables: valid loss mean: 1.361418 2020-06-16 13:48:09.122: INFO @log_variables: valid localisation_loss mean: 1.120604 2020-06-16 13:48:09.122: INFO @log_variables: valid classification_loss mean: 0.689056 2020-06-16 13:48:09.122: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 13:48:09.124: INFO @log_profile : T plain_train: 343.779876 2020-06-16 13:48:09.125: INFO @log_profile : T valid: 20.361895 2020-06-16 13:48:09.125: INFO @log_profile : T read data: 10.796251 2020-06-16 13:48:09.125: INFO @log_profile : T hooks: 27.867258 2020-06-16 13:48:09.125: INFO @main_loop : Epoch 141 done 2020-06-16 13:48:09.125: INFO @main_loop : Training epoch 142 2020-06-16 13:54:52.951: INFO @decay_lr : LR updated to `4.907694e-05` 2020-06-16 13:54:52.967: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 13:54:52.967: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 13:54:52.967: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 13:54:52.967: INFO @log_variables: plain_train 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@log_variables: plain_train localisation_loss mean: 1.094055 2020-06-16 14:01:36.352: INFO @log_variables: plain_train classification_loss mean: 0.700043 2020-06-16 14:01:36.352: INFO @log_variables: valid box_f1 mean: 0.790605 2020-06-16 14:01:36.352: INFO @log_variables: valid box_recall mean: 0.830529 2020-06-16 14:01:36.352: INFO @log_variables: valid box_precision mean: 0.776441 2020-06-16 14:01:36.352: INFO @log_variables: valid face_box_f1 mean: 0.498891 2020-06-16 14:01:36.352: INFO @log_variables: valid body_box_f1 mean: 0.832979 2020-06-16 14:01:36.352: INFO @log_variables: valid face_box_recall mean: 0.553348 2020-06-16 14:01:36.352: INFO @log_variables: valid body_box_recall mean: 0.857436 2020-06-16 14:01:36.352: INFO @log_variables: valid face_box_precision mean: 0.481934 2020-06-16 14:01:36.352: INFO @log_variables: valid face_fp mean: 1.071604 2020-06-16 14:01:36.352: INFO @log_variables: valid face_fn mean: 0.694636 2020-06-16 14:01:36.352: INFO @log_variables: valid body_fp mean: 1.185531 2020-06-16 14:01:36.352: INFO @log_variables: valid body_fn mean: 1.009596 2020-06-16 14:01:36.352: INFO @log_variables: valid body_box_precision mean: 0.834197 2020-06-16 14:01:36.353: INFO @log_variables: valid loss mean: 1.369262 2020-06-16 14:01:36.353: INFO @log_variables: valid localisation_loss mean: 1.117620 2020-06-16 14:01:36.353: INFO @log_variables: valid classification_loss mean: 0.698690 2020-06-16 14:01:36.353: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 14:01:36.356: INFO @log_profile : T plain_train: 342.809332 2020-06-16 14:01:36.356: INFO @log_profile : T valid: 20.122410 2020-06-16 14:01:36.356: INFO @log_profile : T read data: 10.872593 2020-06-16 14:01:36.356: INFO @log_profile : T hooks: 27.547167 2020-06-16 14:01:36.356: INFO @main_loop : Epoch 143 done 2020-06-16 14:01:36.356: INFO @main_loop : Training epoch 144 2020-06-16 14:08:20.904: INFO @decay_lr : LR updated to `4.8587397e-05` 2020-06-16 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done 2020-06-16 14:08:20.924: INFO @main_loop : Training epoch 145 2020-06-16 14:15:05.127: INFO @decay_lr : LR updated to `4.834446e-05` 2020-06-16 14:15:05.142: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 14:15:05.142: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 14:15:05.142: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 14:15:05.142: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 14:15:05.142: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 14:15:05.142: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 14:15:05.143: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 14:15:05.143: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 14:15:05.143: INFO @log_variables: plain_train face_fp mean: nan 2020-06-16 14:15:05.143: INFO @log_variables: plain_train face_fn mean: nan 2020-06-16 14:15:05.143: INFO @log_variables: plain_train 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read data: 11.009432 2020-06-16 14:15:05.147: INFO @log_profile : T hooks: 27.673100 2020-06-16 14:15:05.147: INFO @main_loop : Epoch 145 done 2020-06-16 14:15:05.147: INFO @main_loop : Training epoch 146 2020-06-16 14:21:49.511: INFO @decay_lr : LR updated to `4.810274e-05` 2020-06-16 14:21:49.527: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 14:21:49.527: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 14:21:49.527: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 14:21:49.527: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 14:21:49.527: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 14:21:49.527: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 14:21:49.527: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 14:21:49.527: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 14:21:49.527: INFO @log_variables: plain_train face_fp mean: 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INFO @log_variables: valid face_box_recall mean: 0.552448 2020-06-16 14:21:49.528: INFO @log_variables: valid body_box_recall mean: 0.868785 2020-06-16 14:21:49.528: INFO @log_variables: valid face_box_precision mean: 0.483888 2020-06-16 14:21:49.528: INFO @log_variables: valid face_fp mean: 1.055610 2020-06-16 14:21:49.528: INFO @log_variables: valid face_fn mean: 0.700541 2020-06-16 14:21:49.528: INFO @log_variables: valid body_fp mean: 1.370571 2020-06-16 14:21:49.528: INFO @log_variables: valid body_fn mean: 0.937500 2020-06-16 14:21:49.528: INFO @log_variables: valid body_box_precision mean: 0.818336 2020-06-16 14:21:49.528: INFO @log_variables: valid loss mean: 1.352443 2020-06-16 14:21:49.528: INFO @log_variables: valid localisation_loss mean: 1.109161 2020-06-16 14:21:49.528: INFO @log_variables: valid classification_loss mean: 0.686946 2020-06-16 14:21:49.528: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 14:21:49.531: INFO @log_profile : T plain_train: 343.018891 2020-06-16 14:21:49.531: INFO @log_profile : T valid: 20.208930 2020-06-16 14:21:49.531: INFO @log_profile : T read data: 10.979218 2020-06-16 14:21:49.532: INFO @log_profile : T hooks: 28.127109 2020-06-16 14:21:49.532: INFO @main_loop : Epoch 146 done 2020-06-16 14:21:49.532: INFO @main_loop : Training epoch 147 2020-06-16 14:28:34.080: INFO @decay_lr : LR updated to `4.7862224e-05` 2020-06-16 14:28:34.095: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 14:28:34.095: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 14:28:34.095: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 14:28:34.095: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 14:28:34.095: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 14:28:34.095: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 14:28:34.095: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 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@log_variables: valid face_box_f1 mean: 0.488862 2020-06-16 14:28:34.096: INFO @log_variables: valid body_box_f1 mean: 0.830175 2020-06-16 14:28:34.096: INFO @log_variables: valid face_box_recall mean: 0.548042 2020-06-16 14:28:34.096: INFO @log_variables: valid body_box_recall mean: 0.875163 2020-06-16 14:28:34.096: INFO @log_variables: valid face_box_precision mean: 0.469671 2020-06-16 14:28:34.096: INFO @log_variables: valid face_fp mean: 1.150591 2020-06-16 14:28:34.096: INFO @log_variables: valid face_fn mean: 0.700787 2020-06-16 14:28:34.097: INFO @log_variables: valid body_fp mean: 1.418307 2020-06-16 14:28:34.097: INFO @log_variables: valid body_fn mean: 0.877707 2020-06-16 14:28:34.097: INFO @log_variables: valid body_box_precision mean: 0.813586 2020-06-16 14:28:34.097: INFO @log_variables: valid loss mean: 1.332365 2020-06-16 14:28:34.097: INFO @log_variables: valid localisation_loss mean: 1.085965 2020-06-16 14:28:34.097: INFO @log_variables: valid classification_loss mean: 0.680786 2020-06-16 14:28:34.097: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 14:28:34.100: INFO @log_profile : T plain_train: 343.831595 2020-06-16 14:28:34.100: INFO @log_profile : T valid: 20.163987 2020-06-16 14:28:34.100: INFO @log_profile : T read data: 10.626603 2020-06-16 14:28:34.100: INFO @log_profile : T hooks: 27.906241 2020-06-16 14:28:34.100: INFO @main_loop : Epoch 147 done 2020-06-16 14:28:34.100: INFO @main_loop : Training epoch 148 2020-06-16 14:35:17.891: INFO @decay_lr : LR updated to `4.7622914e-05` 2020-06-16 14:35:17.906: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 14:35:17.906: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 14:35:17.906: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 14:35:17.906: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 14:35:17.906: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 14:35:17.906: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 14:35:17.906: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 14:35:17.906: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 14:35:17.906: INFO @log_variables: plain_train face_fp mean: nan 2020-06-16 14:35:17.906: INFO @log_variables: plain_train face_fn mean: nan 2020-06-16 14:35:17.906: INFO @log_variables: plain_train body_fp mean: nan 2020-06-16 14:35:17.906: INFO @log_variables: plain_train body_fn mean: nan 2020-06-16 14:35:17.906: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-16 14:35:17.906: INFO @log_variables: plain_train loss mean: 1.347017 2020-06-16 14:35:17.907: INFO @log_variables: plain_train localisation_loss mean: 1.087603 2020-06-16 14:35:17.907: INFO @log_variables: plain_train classification_loss mean: 0.694455 2020-06-16 14:35:17.907: INFO @log_variables: valid box_f1 mean: 0.782475 2020-06-16 14:35:17.907: INFO @log_variables: 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14:35:17.907: INFO @log_variables: valid localisation_loss mean: 1.091583 2020-06-16 14:35:17.907: INFO @log_variables: valid classification_loss mean: 0.680223 2020-06-16 14:35:17.907: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 14:35:17.910: INFO @log_profile : T plain_train: 343.185576 2020-06-16 14:35:17.910: INFO @log_profile : T valid: 20.097403 2020-06-16 14:35:17.910: INFO @log_profile : T read data: 10.844501 2020-06-16 14:35:17.910: INFO @log_profile : T hooks: 27.648549 2020-06-16 14:35:17.910: INFO @main_loop : Epoch 148 done 2020-06-16 14:35:17.910: INFO @main_loop : Training epoch 149 2020-06-16 14:42:01.629: INFO @decay_lr : LR updated to `4.73848e-05` 2020-06-16 14:42:01.644: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 14:42:01.644: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 14:42:01.644: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 14:42:01.644: INFO @log_variables: 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classification_loss mean: 0.692859 2020-06-16 14:42:01.645: INFO @log_variables: valid box_f1 mean: 0.776264 2020-06-16 14:42:01.645: INFO @log_variables: valid box_recall mean: 0.845870 2020-06-16 14:42:01.645: INFO @log_variables: valid box_precision mean: 0.739196 2020-06-16 14:42:01.645: INFO @log_variables: valid face_box_f1 mean: 0.487780 2020-06-16 14:42:01.645: INFO @log_variables: valid body_box_f1 mean: 0.823573 2020-06-16 14:42:01.645: INFO @log_variables: valid face_box_recall mean: 0.561649 2020-06-16 14:42:01.645: INFO @log_variables: valid body_box_recall mean: 0.872533 2020-06-16 14:42:01.645: INFO @log_variables: valid face_box_precision mean: 0.460076 2020-06-16 14:42:01.645: INFO @log_variables: valid face_fp mean: 1.307333 2020-06-16 14:42:01.645: INFO @log_variables: valid face_fn mean: 0.668799 2020-06-16 14:42:01.645: INFO @log_variables: valid body_fp mean: 1.515748 2020-06-16 14:42:01.645: INFO @log_variables: valid body_fn mean: 0.892717 2020-06-16 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14:55:32.282: INFO @main_loop : Epoch 151 done 2020-06-16 14:55:32.282: INFO @main_loop : Training epoch 152 2020-06-16 15:02:16.332: INFO @decay_lr : LR updated to `4.6677575e-05` 2020-06-16 15:02:16.348: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 15:02:16.348: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 15:02:16.348: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 15:02:16.348: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 15:02:16.348: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 15:02:16.348: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 15:02:16.348: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 15:02:16.348: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 15:02:16.348: INFO @log_variables: plain_train face_fp mean: nan 2020-06-16 15:02:16.348: INFO @log_variables: plain_train face_fn mean: nan 2020-06-16 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@log_variables: valid body_box_recall mean: 0.869688 2020-06-16 15:02:16.349: INFO @log_variables: valid face_box_precision mean: 0.475272 2020-06-16 15:02:16.349: INFO @log_variables: valid face_fp mean: 1.135089 2020-06-16 15:02:16.349: INFO @log_variables: valid face_fn mean: 0.678888 2020-06-16 15:02:16.349: INFO @log_variables: valid body_fp mean: 1.407234 2020-06-16 15:02:16.349: INFO @log_variables: valid body_fn mean: 0.910433 2020-06-16 15:02:16.349: INFO @log_variables: valid body_box_precision mean: 0.815216 2020-06-16 15:02:16.349: INFO @log_variables: valid loss mean: 1.348197 2020-06-16 15:02:16.349: INFO @log_variables: valid localisation_loss mean: 1.096744 2020-06-16 15:02:16.349: INFO @log_variables: valid classification_loss mean: 0.690151 2020-06-16 15:02:16.349: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 15:02:16.352: INFO @log_profile : T plain_train: 343.270345 2020-06-16 15:02:16.352: INFO @log_profile : T valid: 20.121546 2020-06-16 15:02:16.352: INFO @log_profile : T read data: 10.968423 2020-06-16 15:02:16.352: INFO @log_profile : T hooks: 27.681587 2020-06-16 15:02:16.352: INFO @main_loop : Epoch 152 done 2020-06-16 15:02:16.352: INFO @main_loop : Training epoch 153 2020-06-16 15:09:01.215: INFO @decay_lr : LR updated to `4.6444187e-05` 2020-06-16 15:09:01.230: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 15:09:01.230: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 15:09:01.230: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 15:09:01.231: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 15:09:01.231: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 15:09:01.231: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 15:09:01.231: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 15:09:01.231: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 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./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 15:09:01.234: INFO @log_profile : T plain_train: 344.156753 2020-06-16 15:09:01.235: INFO @log_profile : T valid: 20.042838 2020-06-16 15:09:01.235: INFO @log_profile : T read data: 10.743156 2020-06-16 15:09:01.235: INFO @log_profile : T hooks: 27.902844 2020-06-16 15:09:01.235: INFO @main_loop : Epoch 153 done 2020-06-16 15:09:01.235: INFO @main_loop : Training epoch 154 2020-06-16 15:15:46.142: INFO @decay_lr : LR updated to `4.6211968e-05` 2020-06-16 15:15:46.157: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 15:15:46.157: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 15:15:46.158: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 15:15:46.158: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 15:15:46.158: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 15:15:46.158: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 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@log_variables: valid box_precision mean: 0.765260 2020-06-16 15:15:46.158: INFO @log_variables: valid face_box_f1 mean: 0.491816 2020-06-16 15:15:46.158: INFO @log_variables: valid body_box_f1 mean: 0.832937 2020-06-16 15:15:46.158: INFO @log_variables: valid face_box_recall mean: 0.559363 2020-06-16 15:15:46.158: INFO @log_variables: valid body_box_recall mean: 0.860297 2020-06-16 15:15:46.158: INFO @log_variables: valid face_box_precision mean: 0.467925 2020-06-16 15:15:46.159: INFO @log_variables: valid face_fp mean: 1.212106 2020-06-16 15:15:46.159: INFO @log_variables: valid face_fn mean: 0.677657 2020-06-16 15:15:46.159: INFO @log_variables: valid body_fp mean: 1.224163 2020-06-16 15:15:46.159: INFO @log_variables: valid body_fn mean: 0.997293 2020-06-16 15:15:46.159: INFO @log_variables: valid body_box_precision mean: 0.831990 2020-06-16 15:15:46.159: INFO @log_variables: valid loss mean: 1.357590 2020-06-16 15:15:46.159: INFO @log_variables: valid localisation_loss mean: 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@log_variables: valid box_f1 mean: 0.789144 2020-06-16 15:22:30.656: INFO @log_variables: valid box_recall mean: 0.839047 2020-06-16 15:22:30.656: INFO @log_variables: valid box_precision mean: 0.767187 2020-06-16 15:22:30.656: INFO @log_variables: valid face_box_f1 mean: 0.497103 2020-06-16 15:22:30.656: INFO @log_variables: valid body_box_f1 mean: 0.829856 2020-06-16 15:22:30.656: INFO @log_variables: valid face_box_recall mean: 0.551265 2020-06-16 15:22:30.656: INFO @log_variables: valid body_box_recall mean: 0.868986 2020-06-16 15:22:30.656: INFO @log_variables: valid face_box_precision mean: 0.481153 2020-06-16 15:22:30.656: INFO @log_variables: valid face_fp mean: 1.051919 2020-06-16 15:22:30.656: INFO @log_variables: valid face_fn mean: 0.708415 2020-06-16 15:22:30.656: INFO @log_variables: valid body_fp mean: 1.336614 2020-06-16 15:22:30.656: INFO @log_variables: valid body_fn mean: 0.935039 2020-06-16 15:22:30.656: INFO @log_variables: valid body_box_precision mean: 0.819102 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15:35:59.304: INFO @main_loop : Training epoch 158 2020-06-16 15:42:43.604: INFO @decay_lr : LR updated to `4.5294637e-05` 2020-06-16 15:42:43.619: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 15:42:43.619: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 15:42:43.619: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 15:42:43.620: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 15:42:43.620: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 15:42:43.620: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 15:42:43.620: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 15:42:43.620: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 15:42:43.620: INFO @log_variables: plain_train face_fp mean: nan 2020-06-16 15:42:43.620: INFO @log_variables: plain_train face_fn mean: nan 2020-06-16 15:42:43.620: INFO @log_variables: plain_train body_fp mean: 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10.921692 2020-06-16 15:42:43.624: INFO @log_profile : T hooks: 28.009185 2020-06-16 15:42:43.624: INFO @main_loop : Epoch 158 done 2020-06-16 15:42:43.624: INFO @main_loop : Training epoch 159 2020-06-16 15:49:27.727: INFO @decay_lr : LR updated to `4.5068165e-05` 2020-06-16 15:49:27.742: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 15:49:27.742: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 15:49:27.742: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 15:49:27.742: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 15:49:27.742: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 15:49:27.742: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 15:49:27.742: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 15:49:27.742: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 15:49:27.743: INFO @log_variables: plain_train face_fp mean: nan 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@log_variables: valid face_box_recall mean: 0.560008 2020-06-16 15:49:27.743: INFO @log_variables: valid body_box_recall mean: 0.864712 2020-06-16 15:49:27.743: INFO @log_variables: valid face_box_precision mean: 0.467715 2020-06-16 15:49:27.743: INFO @log_variables: valid face_fp mean: 1.218996 2020-06-16 15:49:27.743: INFO @log_variables: valid face_fn mean: 0.672982 2020-06-16 15:49:27.743: INFO @log_variables: valid body_fp mean: 1.276329 2020-06-16 15:49:27.743: INFO @log_variables: valid body_fn mean: 0.967028 2020-06-16 15:49:27.743: INFO @log_variables: valid body_box_precision mean: 0.827420 2020-06-16 15:49:27.744: INFO @log_variables: valid loss mean: 1.352250 2020-06-16 15:49:27.744: INFO @log_variables: valid localisation_loss mean: 1.100366 2020-06-16 15:49:27.744: INFO @log_variables: valid classification_loss mean: 0.692030 2020-06-16 15:49:27.744: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 15:49:27.746: INFO @log_profile : T plain_train: 343.102307 2020-06-16 15:49:27.746: INFO @log_profile : T valid: 20.184403 2020-06-16 15:49:27.747: INFO @log_profile : T read data: 10.742985 2020-06-16 15:49:27.747: INFO @log_profile : T hooks: 28.036793 2020-06-16 15:49:27.747: INFO @main_loop : Epoch 159 done 2020-06-16 15:49:27.747: INFO @main_loop : Training epoch 160 2020-06-16 15:56:13.285: INFO @decay_lr : LR updated to `4.4842825e-05` 2020-06-16 15:56:13.300: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 15:56:13.300: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 15:56:13.300: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 15:56:13.300: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 15:56:13.300: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 15:56:13.300: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 15:56:13.300: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 15:56:13.300: 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15:56:13.301: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 15:56:13.304: INFO @log_profile : T plain_train: 344.484772 2020-06-16 15:56:13.304: INFO @log_profile : T valid: 20.181489 2020-06-16 15:56:13.304: INFO @log_profile : T read data: 10.923137 2020-06-16 15:56:13.305: INFO @log_profile : T hooks: 27.913071 2020-06-16 15:56:13.305: INFO @main_loop : Epoch 160 done 2020-06-16 15:56:13.305: INFO @main_loop : Training epoch 161 2020-06-16 16:02:57.530: INFO @decay_lr : LR updated to `4.461861e-05` 2020-06-16 16:02:57.544: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 16:02:57.545: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 16:02:57.545: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 16:02:57.545: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 16:02:57.545: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 16:02:57.545: INFO @log_variables: 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@log_variables: valid localisation_loss mean: 1.101659 2020-06-16 16:02:57.546: INFO @log_variables: valid classification_loss mean: 0.689076 2020-06-16 16:02:57.546: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 16:02:57.549: INFO @log_profile : T plain_train: 343.146331 2020-06-16 16:02:57.549: INFO @log_profile : T valid: 20.117265 2020-06-16 16:02:57.549: INFO @log_profile : T read data: 10.946165 2020-06-16 16:02:57.549: INFO @log_profile : T hooks: 27.975629 2020-06-16 16:02:57.549: INFO @main_loop : Epoch 161 done 2020-06-16 16:02:57.549: INFO @main_loop : Training epoch 162 2020-06-16 16:09:42.058: INFO @decay_lr : LR updated to `4.4395518e-05` 2020-06-16 16:09:42.074: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 16:09:42.074: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 16:09:42.074: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 16:09:42.074: INFO @log_variables: plain_train 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@log_variables: plain_train localisation_loss mean: 1.082365 2020-06-16 16:16:27.079: INFO @log_variables: plain_train classification_loss mean: 0.685423 2020-06-16 16:16:27.079: INFO @log_variables: valid box_f1 mean: 0.787506 2020-06-16 16:16:27.079: INFO @log_variables: valid box_recall mean: 0.838625 2020-06-16 16:16:27.079: INFO @log_variables: valid box_precision mean: 0.764902 2020-06-16 16:16:27.079: INFO @log_variables: valid face_box_f1 mean: 0.497844 2020-06-16 16:16:27.079: INFO @log_variables: valid body_box_f1 mean: 0.829900 2020-06-16 16:16:27.079: INFO @log_variables: valid face_box_recall mean: 0.558958 2020-06-16 16:16:27.079: INFO @log_variables: valid body_box_recall mean: 0.865644 2020-06-16 16:16:27.079: INFO @log_variables: valid face_box_precision mean: 0.478011 2020-06-16 16:16:27.079: INFO @log_variables: valid face_fp mean: 1.117372 2020-06-16 16:16:27.079: INFO @log_variables: valid face_fn mean: 0.677411 2020-06-16 16:16:27.080: INFO @log_variables: valid 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plain_train body_box_precision mean: nan 2020-06-16 16:23:11.735: INFO @log_variables: plain_train loss mean: 1.337087 2020-06-16 16:23:11.735: INFO @log_variables: plain_train localisation_loss mean: 1.078338 2020-06-16 16:23:11.735: INFO @log_variables: plain_train classification_loss mean: 0.690084 2020-06-16 16:23:11.735: INFO @log_variables: valid box_f1 mean: 0.780856 2020-06-16 16:23:11.735: INFO @log_variables: valid box_recall mean: 0.845602 2020-06-16 16:23:11.735: INFO @log_variables: valid box_precision mean: 0.747447 2020-06-16 16:23:11.735: INFO @log_variables: valid face_box_f1 mean: 0.488524 2020-06-16 16:23:11.735: INFO @log_variables: valid body_box_f1 mean: 0.827698 2020-06-16 16:23:11.735: INFO @log_variables: valid face_box_recall mean: 0.561051 2020-06-16 16:23:11.735: INFO @log_variables: valid body_box_recall mean: 0.873376 2020-06-16 16:23:11.735: INFO @log_variables: valid face_box_precision mean: 0.461325 2020-06-16 16:23:11.736: INFO @log_variables: valid face_fp mean: 1.289616 2020-06-16 16:23:11.736: INFO @log_variables: valid face_fn mean: 0.667323 2020-06-16 16:23:11.736: INFO @log_variables: valid body_fp mean: 1.435531 2020-06-16 16:23:11.736: INFO @log_variables: valid body_fn mean: 0.897392 2020-06-16 16:23:11.736: INFO @log_variables: valid body_box_precision mean: 0.811565 2020-06-16 16:23:11.736: INFO @log_variables: valid loss mean: 1.348745 2020-06-16 16:23:11.736: INFO @log_variables: valid localisation_loss mean: 1.108060 2020-06-16 16:23:11.736: INFO @log_variables: valid classification_loss mean: 0.683909 2020-06-16 16:23:11.736: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 16:23:11.739: INFO @log_profile : T plain_train: 343.528844 2020-06-16 16:23:11.739: INFO @log_profile : T valid: 20.219946 2020-06-16 16:23:11.739: INFO @log_profile : T read data: 10.916769 2020-06-16 16:23:11.739: INFO @log_profile : T hooks: 27.961763 2020-06-16 16:23:11.739: INFO @main_loop : Epoch 164 done 2020-06-16 16:23:11.739: INFO @main_loop : Training epoch 165 2020-06-16 16:29:55.875: INFO @decay_lr : LR updated to `4.3732907e-05` 2020-06-16 16:29:55.891: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 16:29:55.892: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 16:29:55.892: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 16:29:55.892: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 16:29:55.892: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 16:29:55.892: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 16:29:55.892: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 16:29:55.892: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 16:29:55.892: INFO @log_variables: plain_train face_fp mean: nan 2020-06-16 16:29:55.892: INFO @log_variables: plain_train face_fn mean: nan 2020-06-16 16:29:55.892: INFO @log_variables: plain_train body_fp mean: nan 2020-06-16 16:29:55.892: INFO @log_variables: plain_train body_fn mean: nan 2020-06-16 16:29:55.892: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-16 16:29:55.892: INFO @log_variables: plain_train loss mean: 1.333417 2020-06-16 16:29:55.892: INFO @log_variables: plain_train localisation_loss mean: 1.077281 2020-06-16 16:29:55.892: INFO @log_variables: plain_train classification_loss mean: 0.687048 2020-06-16 16:29:55.892: INFO @log_variables: valid box_f1 mean: 0.788252 2020-06-16 16:29:55.892: INFO @log_variables: valid box_recall mean: 0.832318 2020-06-16 16:29:55.892: INFO @log_variables: valid box_precision mean: 0.771433 2020-06-16 16:29:55.893: INFO @log_variables: valid face_box_f1 mean: 0.496577 2020-06-16 16:29:55.893: INFO @log_variables: valid body_box_f1 mean: 0.830987 2020-06-16 16:29:55.893: INFO @log_variables: valid face_box_recall mean: 0.554619 2020-06-16 16:29:55.893: INFO @log_variables: valid body_box_recall mean: 0.857919 2020-06-16 16:29:55.893: INFO @log_variables: valid face_box_precision mean: 0.478497 2020-06-16 16:29:55.893: INFO @log_variables: valid face_fp mean: 1.119833 2020-06-16 16:29:55.893: INFO @log_variables: valid face_fn mean: 0.692421 2020-06-16 16:29:55.893: INFO @log_variables: valid body_fp mean: 1.210876 2020-06-16 16:29:55.893: INFO @log_variables: valid body_fn mean: 1.001969 2020-06-16 16:29:55.893: INFO @log_variables: valid body_box_precision mean: 0.830802 2020-06-16 16:29:55.893: INFO @log_variables: valid loss mean: 1.361006 2020-06-16 16:29:55.893: INFO @log_variables: valid localisation_loss mean: 1.098414 2020-06-16 16:29:55.893: INFO @log_variables: valid classification_loss mean: 0.701958 2020-06-16 16:29:55.893: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 16:29:55.896: INFO @log_profile : T plain_train: 343.073753 2020-06-16 16:29:55.896: INFO @log_profile : T valid: 20.333405 2020-06-16 16:29:55.896: INFO @log_profile : T read data: 10.759377 2020-06-16 16:29:55.896: INFO @log_profile : T hooks: 27.956240 2020-06-16 16:29:55.896: INFO @main_loop : Epoch 165 done 2020-06-16 16:29:55.896: INFO @main_loop : Training epoch 166 2020-06-16 16:36:40.238: INFO @decay_lr : LR updated to `4.3514243e-05` 2020-06-16 16:36:40.254: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 16:36:40.254: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 16:36:40.254: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 16:36:40.254: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 16:36:40.254: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 16:36:40.254: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 16:36:40.254: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 16:36:40.254: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 16:36:40.254: INFO @log_variables: plain_train face_fp mean: nan 2020-06-16 16:36:40.254: INFO @log_variables: plain_train face_fn mean: nan 2020-06-16 16:36:40.254: INFO @log_variables: plain_train body_fp mean: nan 2020-06-16 16:36:40.254: INFO @log_variables: plain_train body_fn mean: nan 2020-06-16 16:36:40.254: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-16 16:36:40.254: INFO @log_variables: plain_train loss mean: 1.335151 2020-06-16 16:36:40.254: INFO @log_variables: plain_train localisation_loss mean: 1.077829 2020-06-16 16:36:40.255: INFO @log_variables: plain_train classification_loss mean: 0.688454 2020-06-16 16:36:40.255: INFO @log_variables: valid box_f1 mean: 0.787569 2020-06-16 16:36:40.255: INFO @log_variables: valid box_recall mean: 0.835593 2020-06-16 16:36:40.255: INFO @log_variables: valid box_precision mean: 0.766820 2020-06-16 16:36:40.255: INFO @log_variables: valid face_box_f1 mean: 0.489098 2020-06-16 16:36:40.255: INFO @log_variables: valid body_box_f1 mean: 0.833343 2020-06-16 16:36:40.255: INFO @log_variables: valid face_box_recall mean: 0.550379 2020-06-16 16:36:40.255: INFO @log_variables: valid body_box_recall mean: 0.863107 2020-06-16 16:36:40.255: INFO @log_variables: valid face_box_precision mean: 0.468653 2020-06-16 16:36:40.255: INFO @log_variables: valid face_fp mean: 1.160679 2020-06-16 16:36:40.255: INFO @log_variables: valid face_fn mean: 0.697835 2020-06-16 16:36:40.255: INFO @log_variables: valid body_fp mean: 1.247539 2020-06-16 16:36:40.255: INFO @log_variables: valid body_fn mean: 0.980315 2020-06-16 16:36:40.255: INFO @log_variables: valid body_box_precision mean: 0.829892 2020-06-16 16:36:40.255: INFO @log_variables: valid loss mean: 1.344633 2020-06-16 16:36:40.255: INFO @log_variables: valid localisation_loss mean: 1.099610 2020-06-16 16:36:40.255: INFO @log_variables: valid classification_loss mean: 0.684867 2020-06-16 16:36:40.255: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 16:36:40.258: INFO @log_profile : T plain_train: 343.483331 2020-06-16 16:36:40.258: INFO @log_profile : T valid: 20.180833 2020-06-16 16:36:40.258: INFO @log_profile : T read data: 10.876909 2020-06-16 16:36:40.258: INFO @log_profile : T hooks: 27.784550 2020-06-16 16:36:40.259: INFO @main_loop : Epoch 166 done 2020-06-16 16:36:40.259: INFO @main_loop : Training epoch 167 2020-06-16 16:43:25.035: INFO @decay_lr : LR updated to `4.329667e-05` 2020-06-16 16:43:25.050: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 16:43:25.051: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 16:43:25.051: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 16:43:25.051: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 16:43:25.051: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 16:43:25.051: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 16:43:25.051: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 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@log_variables: valid face_box_f1 mean: 0.493947 2020-06-16 16:43:25.052: INFO @log_variables: valid body_box_f1 mean: 0.829462 2020-06-16 16:43:25.052: INFO @log_variables: valid face_box_recall mean: 0.552882 2020-06-16 16:43:25.052: INFO @log_variables: valid body_box_recall mean: 0.870291 2020-06-16 16:43:25.052: INFO @log_variables: valid face_box_precision mean: 0.474464 2020-06-16 16:43:25.052: INFO @log_variables: valid face_fp mean: 1.127461 2020-06-16 16:43:25.052: INFO @log_variables: valid face_fn mean: 0.688484 2020-06-16 16:43:25.052: INFO @log_variables: valid body_fp mean: 1.391732 2020-06-16 16:43:25.052: INFO @log_variables: valid body_fn mean: 0.926427 2020-06-16 16:43:25.052: INFO @log_variables: valid body_box_precision mean: 0.816799 2020-06-16 16:43:25.052: INFO @log_variables: valid loss mean: 1.333661 2020-06-16 16:43:25.052: INFO @log_variables: valid localisation_loss mean: 1.087899 2020-06-16 16:43:25.052: INFO @log_variables: valid classification_loss mean: 0.680921 2020-06-16 16:43:25.052: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 16:43:25.055: INFO @log_profile : T plain_train: 343.714879 2020-06-16 16:43:25.055: INFO @log_profile : T valid: 20.214701 2020-06-16 16:43:25.055: INFO @log_profile : T read data: 10.836704 2020-06-16 16:43:25.055: INFO @log_profile : T hooks: 27.988782 2020-06-16 16:43:25.055: INFO @main_loop : Epoch 167 done 2020-06-16 16:43:25.055: INFO @main_loop : Training epoch 168 2020-06-16 16:50:08.206: INFO @decay_lr : LR updated to `4.308019e-05` 2020-06-16 16:50:08.221: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 16:50:08.221: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 16:50:08.221: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 16:50:08.221: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 16:50:08.221: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 16:50:08.222: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 16:50:08.222: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 16:50:08.222: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 16:50:08.222: INFO @log_variables: plain_train face_fp mean: nan 2020-06-16 16:50:08.222: INFO @log_variables: plain_train face_fn mean: nan 2020-06-16 16:50:08.222: INFO @log_variables: plain_train body_fp mean: nan 2020-06-16 16:50:08.222: INFO @log_variables: plain_train body_fn mean: nan 2020-06-16 16:50:08.222: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-16 16:50:08.222: INFO @log_variables: plain_train loss mean: 1.333595 2020-06-16 16:50:08.222: INFO @log_variables: plain_train localisation_loss mean: 1.075885 2020-06-16 16:50:08.222: INFO @log_variables: plain_train classification_loss mean: 0.688063 2020-06-16 16:50:08.222: INFO @log_variables: valid box_f1 mean: 0.784355 2020-06-16 16:50:08.222: INFO @log_variables: valid box_recall mean: 0.843623 2020-06-16 16:50:08.222: INFO @log_variables: valid box_precision mean: 0.754928 2020-06-16 16:50:08.222: INFO @log_variables: valid face_box_f1 mean: 0.497434 2020-06-16 16:50:08.222: INFO @log_variables: valid body_box_f1 mean: 0.828177 2020-06-16 16:50:08.222: INFO @log_variables: valid face_box_recall mean: 0.564876 2020-06-16 16:50:08.222: INFO @log_variables: valid body_box_recall mean: 0.869710 2020-06-16 16:50:08.222: INFO @log_variables: valid face_box_precision mean: 0.473176 2020-06-16 16:50:08.223: INFO @log_variables: valid face_fp mean: 1.202264 2020-06-16 16:50:08.223: INFO @log_variables: valid face_fn mean: 0.662894 2020-06-16 16:50:08.223: INFO @log_variables: valid body_fp mean: 1.377215 2020-06-16 16:50:08.223: INFO @log_variables: valid body_fn mean: 0.932333 2020-06-16 16:50:08.223: INFO @log_variables: valid body_box_precision mean: 0.815481 2020-06-16 16:50:08.223: INFO @log_variables: valid loss mean: 1.338820 2020-06-16 16:50:08.223: INFO @log_variables: valid localisation_loss mean: 1.091587 2020-06-16 16:50:08.223: INFO @log_variables: valid classification_loss mean: 0.683868 2020-06-16 16:50:08.223: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 16:50:08.226: INFO @log_profile : T plain_train: 342.540598 2020-06-16 16:50:08.226: INFO @log_profile : T valid: 20.182667 2020-06-16 16:50:08.226: INFO @log_profile : T read data: 10.762695 2020-06-16 16:50:08.226: INFO @log_profile : T hooks: 27.641967 2020-06-16 16:50:08.226: INFO @main_loop : Epoch 168 done 2020-06-16 16:50:08.226: INFO @main_loop : Training epoch 169 2020-06-16 16:56:53.252: INFO @decay_lr : LR updated to `4.2864787e-05` 2020-06-16 16:56:53.269: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 16:56:53.269: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 16:56:53.269: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 16:56:53.269: INFO 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plain_train classification_loss mean: 0.684960 2020-06-16 16:56:53.270: INFO @log_variables: valid box_f1 mean: 0.790996 2020-06-16 16:56:53.270: INFO @log_variables: valid box_recall mean: 0.840801 2020-06-16 16:56:53.270: INFO @log_variables: valid box_precision mean: 0.767930 2020-06-16 16:56:53.270: INFO @log_variables: valid face_box_f1 mean: 0.496752 2020-06-16 16:56:53.270: INFO @log_variables: valid body_box_f1 mean: 0.834793 2020-06-16 16:56:53.270: INFO @log_variables: valid face_box_recall mean: 0.560406 2020-06-16 16:56:53.270: INFO @log_variables: valid body_box_recall mean: 0.867050 2020-06-16 16:56:53.270: INFO @log_variables: valid face_box_precision mean: 0.474214 2020-06-16 16:56:53.270: INFO @log_variables: valid face_fp mean: 1.165108 2020-06-16 16:56:53.270: INFO @log_variables: valid face_fn mean: 0.669537 2020-06-16 16:56:53.270: INFO @log_variables: valid body_fp mean: 1.273622 2020-06-16 16:56:53.270: INFO @log_variables: valid body_fn mean: 0.945620 2020-06-16 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2020-06-16 17:03:37.840: INFO @log_variables: plain_train localisation_loss mean: 1.075066 2020-06-16 17:03:37.841: INFO @log_variables: plain_train classification_loss mean: 0.686344 2020-06-16 17:03:37.841: INFO @log_variables: valid box_f1 mean: 0.790948 2020-06-16 17:03:37.841: INFO @log_variables: valid box_recall mean: 0.837389 2020-06-16 17:03:37.841: INFO @log_variables: valid box_precision mean: 0.770948 2020-06-16 17:03:37.841: INFO @log_variables: valid face_box_f1 mean: 0.496032 2020-06-16 17:03:37.841: INFO @log_variables: valid body_box_f1 mean: 0.835218 2020-06-16 17:03:37.841: INFO @log_variables: valid face_box_recall mean: 0.553770 2020-06-16 17:03:37.841: INFO @log_variables: valid body_box_recall mean: 0.866457 2020-06-16 17:03:37.841: INFO @log_variables: valid face_box_precision mean: 0.477860 2020-06-16 17:03:37.841: INFO @log_variables: valid face_fp mean: 1.121555 2020-06-16 17:03:37.841: INFO @log_variables: valid face_fn mean: 0.693159 2020-06-16 17:03:37.841: INFO @log_variables: valid body_fp mean: 1.254183 2020-06-16 17:03:37.841: INFO @log_variables: valid body_fn mean: 0.959154 2020-06-16 17:03:37.841: INFO @log_variables: valid body_box_precision mean: 0.830203 2020-06-16 17:03:37.841: INFO @log_variables: valid loss mean: 1.343570 2020-06-16 17:03:37.841: INFO @log_variables: valid localisation_loss mean: 1.092590 2020-06-16 17:03:37.841: INFO @log_variables: valid classification_loss mean: 0.688016 2020-06-16 17:03:37.841: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 17:03:37.844: INFO @log_profile : T plain_train: 343.664058 2020-06-16 17:03:37.844: INFO @log_profile : T valid: 20.277010 2020-06-16 17:03:37.844: INFO @log_profile : T read data: 10.787827 2020-06-16 17:03:37.844: INFO @log_profile : T hooks: 27.798283 2020-06-16 17:03:37.844: INFO @main_loop : Epoch 170 done 2020-06-16 17:03:37.844: INFO @main_loop : Training epoch 171 2020-06-16 17:10:20.655: INFO @decay_lr : LR updated to `4.2437212e-05` 2020-06-16 17:10:20.671: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 17:10:20.671: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 17:10:20.671: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 17:10:20.671: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 17:10:20.671: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 17:10:20.671: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 17:10:20.671: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 17:10:20.671: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 17:10:20.671: INFO @log_variables: plain_train face_fp mean: nan 2020-06-16 17:10:20.672: INFO @log_variables: plain_train face_fn mean: nan 2020-06-16 17:10:20.672: INFO @log_variables: plain_train body_fp mean: nan 2020-06-16 17:10:20.672: INFO @log_variables: plain_train body_fn mean: nan 2020-06-16 17:10:20.672: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-16 17:10:20.672: INFO @log_variables: plain_train loss mean: 1.331338 2020-06-16 17:10:20.672: INFO @log_variables: plain_train localisation_loss mean: 1.077151 2020-06-16 17:10:20.672: INFO @log_variables: plain_train classification_loss mean: 0.685047 2020-06-16 17:10:20.672: INFO @log_variables: valid box_f1 mean: 0.791041 2020-06-16 17:10:20.672: INFO @log_variables: valid box_recall mean: 0.837818 2020-06-16 17:10:20.672: INFO @log_variables: valid box_precision mean: 0.771042 2020-06-16 17:10:20.672: INFO @log_variables: valid face_box_f1 mean: 0.501403 2020-06-16 17:10:20.672: INFO @log_variables: valid body_box_f1 mean: 0.831145 2020-06-16 17:10:20.672: INFO @log_variables: valid face_box_recall mean: 0.556280 2020-06-16 17:10:20.672: INFO @log_variables: valid body_box_recall mean: 0.865811 2020-06-16 17:10:20.672: INFO @log_variables: valid face_box_precision mean: 0.484729 2020-06-16 17:10:20.672: INFO @log_variables: valid face_fp mean: 1.052165 2020-06-16 17:10:20.672: INFO @log_variables: valid face_fn mean: 0.688976 2020-06-16 17:10:20.672: INFO @log_variables: valid body_fp mean: 1.282480 2020-06-16 17:10:20.672: INFO @log_variables: valid body_fn mean: 0.952756 2020-06-16 17:10:20.673: INFO @log_variables: valid body_box_precision mean: 0.824000 2020-06-16 17:10:20.673: INFO @log_variables: valid loss mean: 1.344252 2020-06-16 17:10:20.673: INFO @log_variables: valid localisation_loss mean: 1.093803 2020-06-16 17:10:20.673: INFO @log_variables: valid classification_loss mean: 0.687970 2020-06-16 17:10:20.673: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 17:10:20.676: INFO @log_profile : T plain_train: 342.482444 2020-06-16 17:10:20.676: INFO @log_profile : T valid: 20.090335 2020-06-16 17:10:20.676: INFO @log_profile : T read data: 10.733264 2020-06-16 17:10:20.676: INFO @log_profile : T hooks: 27.493618 2020-06-16 17:10:20.676: INFO @main_loop : Epoch 171 done 2020-06-16 17:10:20.676: INFO @main_loop : Training epoch 172 2020-06-16 17:17:05.274: INFO @decay_lr : LR updated to `4.2225027e-05` 2020-06-16 17:17:05.291: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 17:17:05.291: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 17:17:05.292: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 17:17:05.292: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 17:17:05.292: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 17:17:05.292: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 17:17:05.292: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 17:17:05.292: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 17:17:05.292: INFO @log_variables: plain_train face_fp mean: nan 2020-06-16 17:17:05.292: INFO @log_variables: plain_train face_fn mean: nan 2020-06-16 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@log_variables: valid body_box_recall mean: 0.866062 2020-06-16 17:17:05.293: INFO @log_variables: valid face_box_precision mean: 0.475258 2020-06-16 17:17:05.293: INFO @log_variables: valid face_fp mean: 1.172736 2020-06-16 17:17:05.293: INFO @log_variables: valid face_fn mean: 0.670276 2020-06-16 17:17:05.293: INFO @log_variables: valid body_fp mean: 1.298228 2020-06-16 17:17:05.293: INFO @log_variables: valid body_fn mean: 0.954970 2020-06-16 17:17:05.293: INFO @log_variables: valid body_box_precision mean: 0.823821 2020-06-16 17:17:05.293: INFO @log_variables: valid loss mean: 1.341195 2020-06-16 17:17:05.293: INFO @log_variables: valid localisation_loss mean: 1.102809 2020-06-16 17:17:05.293: INFO @log_variables: valid classification_loss mean: 0.679509 2020-06-16 17:17:05.293: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 17:17:05.296: INFO @log_profile : T plain_train: 343.630142 2020-06-16 17:17:05.296: INFO @log_profile : T valid: 20.205254 2020-06-16 17:17:05.296: INFO @log_profile : T read data: 10.781514 2020-06-16 17:17:05.296: INFO @log_profile : T hooks: 27.958559 2020-06-16 17:17:05.297: INFO @main_loop : Epoch 172 done 2020-06-16 17:17:05.297: INFO @main_loop : Training epoch 173 2020-06-16 17:23:49.198: INFO @decay_lr : LR updated to `4.20139e-05` 2020-06-16 17:23:49.213: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 17:23:49.213: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 17:23:49.213: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 17:23:49.213: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 17:23:49.213: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 17:23:49.213: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 17:23:49.213: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 17:23:49.213: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 17:23:49.214: INFO @log_variables: plain_train face_fp mean: nan 2020-06-16 17:23:49.214: INFO @log_variables: plain_train face_fn mean: nan 2020-06-16 17:23:49.214: INFO @log_variables: plain_train body_fp mean: nan 2020-06-16 17:23:49.214: INFO @log_variables: plain_train body_fn mean: nan 2020-06-16 17:23:49.214: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-16 17:23:49.214: INFO @log_variables: plain_train loss mean: 1.324936 2020-06-16 17:23:49.214: INFO @log_variables: plain_train localisation_loss mean: 1.064303 2020-06-16 17:23:49.214: INFO @log_variables: plain_train classification_loss mean: 0.686354 2020-06-16 17:23:49.214: INFO @log_variables: valid box_f1 mean: 0.780171 2020-06-16 17:23:49.214: INFO @log_variables: valid box_recall mean: 0.843555 2020-06-16 17:23:49.214: INFO @log_variables: valid box_precision mean: 0.747814 2020-06-16 17:23:49.214: INFO @log_variables: valid face_box_f1 mean: 0.487989 2020-06-16 17:23:49.214: INFO @log_variables: valid body_box_f1 mean: 0.826960 2020-06-16 17:23:49.214: INFO @log_variables: valid face_box_recall mean: 0.562480 2020-06-16 17:23:49.214: INFO @log_variables: valid body_box_recall mean: 0.870935 2020-06-16 17:23:49.214: INFO @log_variables: valid face_box_precision mean: 0.459086 2020-06-16 17:23:49.214: INFO @log_variables: valid face_fp mean: 1.302411 2020-06-16 17:23:49.214: INFO @log_variables: valid face_fn mean: 0.668799 2020-06-16 17:23:49.214: INFO @log_variables: valid body_fp mean: 1.394193 2020-06-16 17:23:49.214: INFO @log_variables: valid body_fn mean: 0.921752 2020-06-16 17:23:49.214: INFO @log_variables: valid body_box_precision mean: 0.812344 2020-06-16 17:23:49.214: INFO @log_variables: valid loss mean: 1.338641 2020-06-16 17:23:49.215: INFO @log_variables: valid localisation_loss mean: 1.097992 2020-06-16 17:23:49.215: INFO @log_variables: valid classification_loss mean: 0.679846 2020-06-16 17:23:49.215: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 17:23:49.217: INFO @log_profile : T plain_train: 343.139444 2020-06-16 17:23:49.217: INFO @log_profile : T valid: 20.027135 2020-06-16 17:23:49.217: INFO @log_profile : T read data: 10.928185 2020-06-16 17:23:49.218: INFO @log_profile : T hooks: 27.785058 2020-06-16 17:23:49.218: INFO @main_loop : Epoch 173 done 2020-06-16 17:23:49.218: INFO @main_loop : Training epoch 174 2020-06-16 17:30:33.001: INFO @decay_lr : LR updated to `4.1803833e-05` 2020-06-16 17:30:33.016: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 17:30:33.017: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 17:30:33.017: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 17:30:33.017: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 17:30:33.017: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 17:30:33.017: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 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@log_variables: valid box_precision mean: 0.773730 2020-06-16 17:30:33.017: INFO @log_variables: valid face_box_f1 mean: 0.503327 2020-06-16 17:30:33.017: INFO @log_variables: valid body_box_f1 mean: 0.831494 2020-06-16 17:30:33.018: INFO @log_variables: valid face_box_recall mean: 0.555392 2020-06-16 17:30:33.018: INFO @log_variables: valid body_box_recall mean: 0.866653 2020-06-16 17:30:33.018: INFO @log_variables: valid face_box_precision mean: 0.489045 2020-06-16 17:30:33.018: INFO @log_variables: valid face_fp mean: 1.019439 2020-06-16 17:30:33.018: INFO @log_variables: valid face_fn mean: 0.697096 2020-06-16 17:30:33.018: INFO @log_variables: valid body_fp mean: 1.325049 2020-06-16 17:30:33.018: INFO @log_variables: valid body_fn mean: 0.946850 2020-06-16 17:30:33.018: INFO @log_variables: valid body_box_precision mean: 0.823852 2020-06-16 17:30:33.018: INFO @log_variables: valid loss mean: 1.360319 2020-06-16 17:30:33.018: INFO @log_variables: valid localisation_loss mean: 1.103947 2020-06-16 17:30:33.018: INFO @log_variables: valid classification_loss mean: 0.697951 2020-06-16 17:30:33.018: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 17:30:33.281: INFO @save : Model saved to: ./log/DetectionBodyFace-overheadAll-headCovered/model_best.ckpt 2020-06-16 17:30:33.295: INFO @log_profile : T plain_train: 342.968544 2020-06-16 17:30:33.295: INFO @log_profile : T valid: 20.286589 2020-06-16 17:30:33.295: INFO @log_profile : T read data: 10.847580 2020-06-16 17:30:33.295: INFO @log_profile : T hooks: 27.936944 2020-06-16 17:30:33.295: INFO @main_loop : Epoch 174 done 2020-06-16 17:30:33.295: INFO @main_loop : Training epoch 175 2020-06-16 17:37:17.064: INFO @decay_lr : LR updated to `4.1594813e-05` 2020-06-16 17:37:17.079: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 17:37:17.079: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 17:37:17.079: INFO @log_variables: plain_train box_precision 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17:37:17.080: INFO @log_variables: plain_train classification_loss mean: 0.683861 2020-06-16 17:37:17.080: INFO @log_variables: valid box_f1 mean: 0.787480 2020-06-16 17:37:17.080: INFO @log_variables: valid box_recall mean: 0.834902 2020-06-16 17:37:17.080: INFO @log_variables: valid box_precision mean: 0.767218 2020-06-16 17:37:17.080: INFO @log_variables: valid face_box_f1 mean: 0.493783 2020-06-16 17:37:17.080: INFO @log_variables: valid body_box_f1 mean: 0.830565 2020-06-16 17:37:17.080: INFO @log_variables: valid face_box_recall mean: 0.549578 2020-06-16 17:37:17.080: INFO @log_variables: valid body_box_recall mean: 0.862384 2020-06-16 17:37:17.080: INFO @log_variables: valid face_box_precision mean: 0.476477 2020-06-16 17:37:17.080: INFO @log_variables: valid face_fp mean: 1.108022 2020-06-16 17:37:17.080: INFO @log_variables: valid face_fn mean: 0.711122 2020-06-16 17:37:17.080: INFO @log_variables: valid body_fp mean: 1.300689 2020-06-16 17:37:17.080: INFO @log_variables: valid body_fn mean: 0.975148 2020-06-16 17:37:17.081: INFO @log_variables: valid body_box_precision mean: 0.825472 2020-06-16 17:37:17.081: INFO @log_variables: valid loss mean: 1.358448 2020-06-16 17:37:17.081: INFO @log_variables: valid localisation_loss mean: 1.105674 2020-06-16 17:37:17.081: INFO @log_variables: valid classification_loss mean: 0.695044 2020-06-16 17:37:17.081: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 17:37:17.084: INFO @log_profile : T plain_train: 343.141593 2020-06-16 17:37:17.084: INFO @log_profile : T valid: 20.173159 2020-06-16 17:37:17.084: INFO @log_profile : T read data: 10.831387 2020-06-16 17:37:17.084: INFO @log_profile : T hooks: 27.604321 2020-06-16 17:37:17.084: INFO @main_loop : Epoch 175 done 2020-06-16 17:37:17.084: INFO @main_loop : Training epoch 176 2020-06-16 17:44:02.375: INFO @decay_lr : LR updated to `4.138684e-05` 2020-06-16 17:44:02.392: INFO @log_variables: plain_train box_f1 mean: nan 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@log_variables: plain_train loss mean: 1.326069 2020-06-16 17:44:02.393: INFO @log_variables: plain_train localisation_loss mean: 1.074802 2020-06-16 17:44:02.393: INFO @log_variables: plain_train classification_loss mean: 0.681187 2020-06-16 17:44:02.393: INFO @log_variables: valid box_f1 mean: 0.788087 2020-06-16 17:44:02.393: INFO @log_variables: valid box_recall mean: 0.837939 2020-06-16 17:44:02.393: INFO @log_variables: valid box_precision mean: 0.766596 2020-06-16 17:44:02.393: INFO @log_variables: valid face_box_f1 mean: 0.493391 2020-06-16 17:44:02.393: INFO @log_variables: valid body_box_f1 mean: 0.833634 2020-06-16 17:44:02.393: INFO @log_variables: valid face_box_recall mean: 0.557627 2020-06-16 17:44:02.393: INFO @log_variables: valid body_box_recall mean: 0.864562 2020-06-16 17:44:02.393: INFO @log_variables: valid face_box_precision mean: 0.471251 2020-06-16 17:44:02.393: INFO @log_variables: valid face_fp mean: 1.182333 2020-06-16 17:44:02.393: INFO @log_variables: valid face_fn mean: 0.673967 2020-06-16 17:44:02.393: INFO @log_variables: valid body_fp mean: 1.261811 2020-06-16 17:44:02.393: INFO @log_variables: valid body_fn mean: 0.946604 2020-06-16 17:44:02.393: INFO @log_variables: valid body_box_precision mean: 0.829507 2020-06-16 17:44:02.393: INFO @log_variables: valid loss mean: 1.348746 2020-06-16 17:44:02.393: INFO @log_variables: valid localisation_loss mean: 1.094203 2020-06-16 17:44:02.393: INFO @log_variables: valid classification_loss mean: 0.692224 2020-06-16 17:44:02.393: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 17:44:02.396: INFO @log_profile : T plain_train: 344.238680 2020-06-16 17:44:02.396: INFO @log_profile : T valid: 20.191049 2020-06-16 17:44:02.396: INFO @log_profile : T read data: 10.884676 2020-06-16 17:44:02.397: INFO @log_profile : T hooks: 27.956132 2020-06-16 17:44:02.397: INFO @main_loop : Epoch 176 done 2020-06-16 17:44:02.397: INFO @main_loop : Training epoch 177 2020-06-16 17:50:46.596: INFO @decay_lr : LR updated to `4.1179905e-05` 2020-06-16 17:50:46.617: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 17:50:46.617: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 17:50:46.617: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 17:50:46.618: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 17:50:46.618: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 17:50:46.618: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 17:50:46.618: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 17:50:46.618: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 17:50:46.618: INFO @log_variables: plain_train face_fp mean: nan 2020-06-16 17:50:46.618: INFO @log_variables: plain_train face_fn mean: nan 2020-06-16 17:50:46.618: INFO @log_variables: plain_train body_fp mean: nan 2020-06-16 17:50:46.618: INFO @log_variables: 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face_box_precision mean: 0.469141 2020-06-16 17:50:46.619: INFO @log_variables: valid face_fp mean: 1.201526 2020-06-16 17:50:46.619: INFO @log_variables: valid face_fn mean: 0.674951 2020-06-16 17:50:46.619: INFO @log_variables: valid body_fp mean: 1.353593 2020-06-16 17:50:46.619: INFO @log_variables: valid body_fn mean: 0.930856 2020-06-16 17:50:46.619: INFO @log_variables: valid body_box_precision mean: 0.818762 2020-06-16 17:50:46.619: INFO @log_variables: valid loss mean: 1.338900 2020-06-16 17:50:46.619: INFO @log_variables: valid localisation_loss mean: 1.090477 2020-06-16 17:50:46.619: INFO @log_variables: valid classification_loss mean: 0.684614 2020-06-16 17:50:46.619: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 17:50:46.622: INFO @log_profile : T plain_train: 342.972752 2020-06-16 17:50:46.622: INFO @log_profile : T valid: 20.406849 2020-06-16 17:50:46.622: INFO @log_profile : T read data: 10.815471 2020-06-16 17:50:46.622: INFO @log_profile : T hooks: 27.982725 2020-06-16 17:50:46.622: INFO @main_loop : Epoch 177 done 2020-06-16 17:50:46.622: INFO @main_loop : Training epoch 178 2020-06-16 17:57:31.170: INFO @decay_lr : LR updated to `4.0974006e-05` 2020-06-16 17:57:31.187: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 17:57:31.188: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 17:57:31.188: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 17:57:31.188: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 17:57:31.188: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 17:57:31.188: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 17:57:31.188: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 17:57:31.188: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 17:57:31.188: INFO @log_variables: plain_train face_fp mean: nan 2020-06-16 17:57:31.188: INFO @log_variables: 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17:57:31.192: INFO @log_profile : T valid: 20.079787 2020-06-16 17:57:31.192: INFO @log_profile : T read data: 10.797048 2020-06-16 17:57:31.192: INFO @log_profile : T hooks: 28.120323 2020-06-16 17:57:31.193: INFO @main_loop : Epoch 178 done 2020-06-16 17:57:31.193: INFO @main_loop : Training epoch 179 2020-06-16 18:04:16.664: INFO @decay_lr : LR updated to `4.0769137e-05` 2020-06-16 18:04:16.680: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 18:04:16.681: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 18:04:16.681: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 18:04:16.681: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 18:04:16.681: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 18:04:16.681: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 18:04:16.681: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 18:04:16.681: INFO @log_variables: plain_train 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2020-06-16 18:04:16.682: INFO @log_variables: valid body_box_f1 mean: 0.829436 2020-06-16 18:04:16.682: INFO @log_variables: valid face_box_recall mean: 0.564225 2020-06-16 18:04:16.682: INFO @log_variables: valid body_box_recall mean: 0.864529 2020-06-16 18:04:16.682: INFO @log_variables: valid face_box_precision mean: 0.477455 2020-06-16 18:04:16.682: INFO @log_variables: valid face_fp mean: 1.161663 2020-06-16 18:04:16.682: INFO @log_variables: valid face_fn mean: 0.667077 2020-06-16 18:04:16.682: INFO @log_variables: valid body_fp mean: 1.321604 2020-06-16 18:04:16.682: INFO @log_variables: valid body_fn mean: 0.967274 2020-06-16 18:04:16.682: INFO @log_variables: valid body_box_precision mean: 0.821956 2020-06-16 18:04:16.682: INFO @log_variables: valid loss mean: 1.360488 2020-06-16 18:04:16.682: INFO @log_variables: valid localisation_loss mean: 1.121827 2020-06-16 18:04:16.682: INFO @log_variables: valid classification_loss mean: 0.687392 2020-06-16 18:04:16.682: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 18:04:16.685: INFO @log_profile : T plain_train: 344.236507 2020-06-16 18:04:16.685: INFO @log_profile : T valid: 20.320131 2020-06-16 18:04:16.685: INFO @log_profile : T read data: 10.858480 2020-06-16 18:04:16.685: INFO @log_profile : T hooks: 28.040426 2020-06-16 18:04:16.686: INFO @main_loop : Epoch 179 done 2020-06-16 18:04:16.686: INFO @main_loop : Training epoch 180 2020-06-16 18:11:00.948: INFO @decay_lr : LR updated to `4.056529e-05` 2020-06-16 18:11:00.963: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 18:11:00.963: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 18:11:00.963: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 18:11:00.963: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 18:11:00.964: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 18:11:00.964: INFO @log_variables: plain_train face_box_recall mean: nan 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INFO @log_variables: valid box_precision mean: 0.765248 2020-06-16 18:11:00.964: INFO @log_variables: valid face_box_f1 mean: 0.494110 2020-06-16 18:11:00.964: INFO @log_variables: valid body_box_f1 mean: 0.835046 2020-06-16 18:11:00.964: INFO @log_variables: valid face_box_recall mean: 0.562027 2020-06-16 18:11:00.964: INFO @log_variables: valid body_box_recall mean: 0.863637 2020-06-16 18:11:00.964: INFO @log_variables: valid face_box_precision mean: 0.469114 2020-06-16 18:11:00.964: INFO @log_variables: valid face_fp mean: 1.210138 2020-06-16 18:11:00.964: INFO @log_variables: valid face_fn mean: 0.671752 2020-06-16 18:11:00.964: INFO @log_variables: valid body_fp mean: 1.216043 2020-06-16 18:11:00.965: INFO @log_variables: valid body_fn mean: 0.963337 2020-06-16 18:11:00.965: INFO @log_variables: valid body_box_precision mean: 0.832775 2020-06-16 18:11:00.965: INFO @log_variables: valid loss mean: 1.338230 2020-06-16 18:11:00.965: INFO @log_variables: valid localisation_loss mean: 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@log_variables: valid box_f1 mean: 0.792012 2020-06-16 18:17:45.435: INFO @log_variables: valid box_recall mean: 0.834590 2020-06-16 18:17:45.435: INFO @log_variables: valid box_precision mean: 0.776488 2020-06-16 18:17:45.435: INFO @log_variables: valid face_box_f1 mean: 0.501323 2020-06-16 18:17:45.435: INFO @log_variables: valid body_box_f1 mean: 0.836315 2020-06-16 18:17:45.435: INFO @log_variables: valid face_box_recall mean: 0.565047 2020-06-16 18:17:45.435: INFO @log_variables: valid body_box_recall mean: 0.858989 2020-06-16 18:17:45.435: INFO @log_variables: valid face_box_precision mean: 0.480164 2020-06-16 18:17:45.435: INFO @log_variables: valid face_fp mean: 1.136811 2020-06-16 18:17:45.435: INFO @log_variables: valid face_fn mean: 0.671260 2020-06-16 18:17:45.435: INFO @log_variables: valid body_fp mean: 1.164862 2020-06-16 18:17:45.435: INFO @log_variables: valid body_fn mean: 1.008858 2020-06-16 18:17:45.435: INFO @log_variables: valid body_box_precision mean: 0.839581 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body_box_precision mean: nan 2020-06-16 18:31:13.486: INFO @log_variables: plain_train loss mean: 1.320387 2020-06-16 18:31:13.486: INFO @log_variables: plain_train localisation_loss mean: 1.065622 2020-06-16 18:31:13.486: INFO @log_variables: plain_train classification_loss mean: 0.681013 2020-06-16 18:31:13.486: INFO @log_variables: valid box_f1 mean: 0.786398 2020-06-16 18:31:13.486: INFO @log_variables: valid box_recall mean: 0.835839 2020-06-16 18:31:13.486: INFO @log_variables: valid box_precision mean: 0.765113 2020-06-16 18:31:13.486: INFO @log_variables: valid face_box_f1 mean: 0.490393 2020-06-16 18:31:13.486: INFO @log_variables: valid body_box_f1 mean: 0.836295 2020-06-16 18:31:13.486: INFO @log_variables: valid face_box_recall mean: 0.563044 2020-06-16 18:31:13.486: INFO @log_variables: valid body_box_recall mean: 0.860544 2020-06-16 18:31:13.486: INFO @log_variables: valid face_box_precision mean: 0.464064 2020-06-16 18:31:13.486: INFO @log_variables: valid face_fp mean: 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18:31:13.491: INFO @main_loop : Training epoch 184 2020-06-16 18:37:56.735: INFO @decay_lr : LR updated to `3.976005e-05` 2020-06-16 18:37:56.751: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 18:37:56.751: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 18:37:56.751: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 18:37:56.751: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 18:37:56.751: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 18:37:56.751: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 18:37:56.751: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 18:37:56.751: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 18:37:56.751: INFO @log_variables: plain_train face_fp mean: nan 2020-06-16 18:37:56.752: INFO @log_variables: plain_train face_fn mean: nan 2020-06-16 18:37:56.752: INFO @log_variables: plain_train body_fp mean: nan 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18:37:56.752: INFO @log_variables: valid face_box_precision mean: 0.479144 2020-06-16 18:37:56.752: INFO @log_variables: valid face_fp mean: 1.102608 2020-06-16 18:37:56.752: INFO @log_variables: valid face_fn mean: 0.686762 2020-06-16 18:37:56.752: INFO @log_variables: valid body_fp mean: 1.264272 2020-06-16 18:37:56.752: INFO @log_variables: valid body_fn mean: 0.956693 2020-06-16 18:37:56.752: INFO @log_variables: valid body_box_precision mean: 0.827569 2020-06-16 18:37:56.752: INFO @log_variables: valid loss mean: 1.337625 2020-06-16 18:37:56.753: INFO @log_variables: valid localisation_loss mean: 1.084038 2020-06-16 18:37:56.753: INFO @log_variables: valid classification_loss mean: 0.687202 2020-06-16 18:37:56.753: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 18:37:56.755: INFO @log_profile : T plain_train: 342.774731 2020-06-16 18:37:56.755: INFO @log_profile : T valid: 20.010444 2020-06-16 18:37:56.756: INFO @log_profile : T read data: 10.949438 2020-06-16 18:37:56.756: INFO @log_profile : T hooks: 27.490117 2020-06-16 18:37:56.756: INFO @main_loop : Epoch 184 done 2020-06-16 18:37:56.756: INFO @main_loop : Training epoch 185 2020-06-16 18:44:40.612: INFO @decay_lr : LR updated to `3.9561248e-05` 2020-06-16 18:44:40.627: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 18:44:40.628: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 18:44:40.628: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 18:44:40.628: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 18:44:40.628: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 18:44:40.628: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 18:44:40.628: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 18:44:40.628: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 18:44:40.628: INFO @log_variables: plain_train face_fp mean: nan 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@log_variables: valid face_box_recall mean: 0.561816 2020-06-16 18:44:40.629: INFO @log_variables: valid body_box_recall mean: 0.873394 2020-06-16 18:44:40.629: INFO @log_variables: valid face_box_precision mean: 0.462827 2020-06-16 18:44:40.629: INFO @log_variables: valid face_fp mean: 1.271407 2020-06-16 18:44:40.629: INFO @log_variables: valid face_fn mean: 0.668553 2020-06-16 18:44:40.629: INFO @log_variables: valid body_fp mean: 1.449803 2020-06-16 18:44:40.629: INFO @log_variables: valid body_fn mean: 0.901329 2020-06-16 18:44:40.629: INFO @log_variables: valid body_box_precision mean: 0.806638 2020-06-16 18:44:40.629: INFO @log_variables: valid loss mean: 1.350801 2020-06-16 18:44:40.629: INFO @log_variables: valid localisation_loss mean: 1.102353 2020-06-16 18:44:40.629: INFO @log_variables: valid classification_loss mean: 0.689389 2020-06-16 18:44:40.629: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 18:44:40.632: INFO @log_profile : T plain_train: 343.281140 2020-06-16 18:44:40.632: INFO @log_profile : T valid: 20.118066 2020-06-16 18:44:40.632: INFO @log_profile : T read data: 10.716453 2020-06-16 18:44:40.632: INFO @log_profile : T hooks: 27.713851 2020-06-16 18:44:40.633: INFO @main_loop : Epoch 185 done 2020-06-16 18:44:40.633: INFO @main_loop : Training epoch 186 2020-06-16 18:51:24.674: INFO @decay_lr : LR updated to `3.936344e-05` 2020-06-16 18:51:24.690: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 18:51:24.690: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 18:51:24.690: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 18:51:24.690: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 18:51:24.690: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 18:51:24.690: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 18:51:24.690: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 18:51:24.690: 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face_box_f1 mean: 0.496561 2020-06-16 18:51:24.691: INFO @log_variables: valid body_box_f1 mean: 0.836526 2020-06-16 18:51:24.691: INFO @log_variables: valid face_box_recall mean: 0.559649 2020-06-16 18:51:24.691: INFO @log_variables: valid body_box_recall mean: 0.864801 2020-06-16 18:51:24.691: INFO @log_variables: valid face_box_precision mean: 0.475678 2020-06-16 18:51:24.691: INFO @log_variables: valid face_fp mean: 1.164616 2020-06-16 18:51:24.691: INFO @log_variables: valid face_fn mean: 0.680364 2020-06-16 18:51:24.691: INFO @log_variables: valid body_fp mean: 1.204970 2020-06-16 18:51:24.691: INFO @log_variables: valid body_fn mean: 0.970965 2020-06-16 18:51:24.691: INFO @log_variables: valid body_box_precision mean: 0.834265 2020-06-16 18:51:24.691: INFO @log_variables: valid loss mean: 1.342274 2020-06-16 18:51:24.691: INFO @log_variables: valid localisation_loss mean: 1.092783 2020-06-16 18:51:24.691: INFO @log_variables: valid classification_loss mean: 0.686604 2020-06-16 18:51:24.691: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 18:51:24.694: INFO @log_profile : T plain_train: 343.322962 2020-06-16 18:51:24.695: INFO @log_profile : T valid: 20.256322 2020-06-16 18:51:24.695: INFO @log_profile : T read data: 10.836948 2020-06-16 18:51:24.695: INFO @log_profile : T hooks: 27.599990 2020-06-16 18:51:24.695: INFO @main_loop : Epoch 186 done 2020-06-16 18:51:24.695: INFO @main_loop : Training epoch 187 2020-06-16 18:58:08.637: INFO @decay_lr : LR updated to `3.916662e-05` 2020-06-16 18:58:08.653: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 18:58:08.653: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 18:58:08.653: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 18:58:08.653: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 18:58:08.653: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 18:58:08.653: INFO @log_variables: 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mean: 0.843481 2020-06-16 18:58:08.654: INFO @log_variables: valid box_precision mean: 0.756693 2020-06-16 18:58:08.654: INFO @log_variables: valid face_box_f1 mean: 0.495203 2020-06-16 18:58:08.654: INFO @log_variables: valid body_box_f1 mean: 0.827739 2020-06-16 18:58:08.654: INFO @log_variables: valid face_box_recall mean: 0.560652 2020-06-16 18:58:08.654: INFO @log_variables: valid body_box_recall mean: 0.871358 2020-06-16 18:58:08.654: INFO @log_variables: valid face_box_precision mean: 0.472127 2020-06-16 18:58:08.654: INFO @log_variables: valid face_fp mean: 1.171260 2020-06-16 18:58:08.654: INFO @log_variables: valid face_fn mean: 0.668553 2020-06-16 18:58:08.654: INFO @log_variables: valid body_fp mean: 1.400098 2020-06-16 18:58:08.654: INFO @log_variables: valid body_fn mean: 0.913878 2020-06-16 18:58:08.654: INFO @log_variables: valid body_box_precision mean: 0.813098 2020-06-16 18:58:08.654: INFO @log_variables: valid loss mean: 1.333246 2020-06-16 18:58:08.655: INFO @log_variables: valid localisation_loss mean: 1.090255 2020-06-16 18:58:08.655: INFO @log_variables: valid classification_loss mean: 0.679093 2020-06-16 18:58:08.655: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 18:58:08.657: INFO @log_profile : T plain_train: 343.014375 2020-06-16 18:58:08.658: INFO @log_profile : T valid: 20.072224 2020-06-16 18:58:08.658: INFO @log_profile : T read data: 10.946600 2020-06-16 18:58:08.658: INFO @log_profile : T hooks: 27.877569 2020-06-16 18:58:08.658: INFO @main_loop : Epoch 187 done 2020-06-16 18:58:08.658: INFO @main_loop : Training epoch 188 2020-06-16 19:04:52.389: INFO @decay_lr : LR updated to `3.897079e-05` 2020-06-16 19:04:52.404: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 19:04:52.405: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 19:04:52.405: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 19:04:52.405: INFO @log_variables: plain_train 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valid body_box_precision mean: 0.817159 2020-06-16 19:04:52.406: INFO @log_variables: valid loss mean: 1.335364 2020-06-16 19:04:52.406: INFO @log_variables: valid localisation_loss mean: 1.100553 2020-06-16 19:04:52.406: INFO @log_variables: valid classification_loss mean: 0.675032 2020-06-16 19:04:52.406: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 19:04:52.409: INFO @log_profile : T plain_train: 343.314786 2020-06-16 19:04:52.409: INFO @log_profile : T valid: 19.903679 2020-06-16 19:04:52.409: INFO @log_profile : T read data: 10.740161 2020-06-16 19:04:52.409: INFO @log_profile : T hooks: 27.754911 2020-06-16 19:04:52.409: INFO @main_loop : Epoch 188 done 2020-06-16 19:04:52.409: INFO @main_loop : Training epoch 189 2020-06-16 19:11:36.269: INFO @decay_lr : LR updated to `3.8775936e-05` 2020-06-16 19:11:36.284: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 19:11:36.284: INFO @log_variables: plain_train box_recall mean: nan 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@log_variables: plain_train localisation_loss mean: 1.071470 2020-06-16 19:11:36.285: INFO @log_variables: plain_train classification_loss mean: 0.682434 2020-06-16 19:11:36.285: INFO @log_variables: valid box_f1 mean: 0.790755 2020-06-16 19:11:36.285: INFO @log_variables: valid box_recall mean: 0.832603 2020-06-16 19:11:36.285: INFO @log_variables: valid box_precision mean: 0.775345 2020-06-16 19:11:36.285: INFO @log_variables: valid face_box_f1 mean: 0.498561 2020-06-16 19:11:36.285: INFO @log_variables: valid body_box_f1 mean: 0.833835 2020-06-16 19:11:36.285: INFO @log_variables: valid face_box_recall mean: 0.556418 2020-06-16 19:11:36.285: INFO @log_variables: valid body_box_recall mean: 0.859283 2020-06-16 19:11:36.285: INFO @log_variables: valid face_box_precision mean: 0.480660 2020-06-16 19:11:36.285: INFO @log_variables: valid face_fp mean: 1.077018 2020-06-16 19:11:36.285: INFO @log_variables: valid face_fn mean: 0.695620 2020-06-16 19:11:36.285: INFO @log_variables: valid body_fp mean: 1.192421 2020-06-16 19:11:36.285: INFO @log_variables: valid body_fn mean: 0.997293 2020-06-16 19:11:36.285: INFO @log_variables: valid body_box_precision mean: 0.834423 2020-06-16 19:11:36.285: INFO @log_variables: valid loss mean: 1.346483 2020-06-16 19:11:36.286: INFO @log_variables: valid localisation_loss mean: 1.092635 2020-06-16 19:11:36.286: INFO @log_variables: valid classification_loss mean: 0.690902 2020-06-16 19:11:36.286: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 19:11:36.289: INFO @log_profile : T plain_train: 343.300331 2020-06-16 19:11:36.289: INFO @log_profile : T valid: 20.343193 2020-06-16 19:11:36.289: INFO @log_profile : T read data: 10.725518 2020-06-16 19:11:36.290: INFO @log_profile : T hooks: 27.468082 2020-06-16 19:11:36.290: INFO @main_loop : Epoch 189 done 2020-06-16 19:11:36.290: INFO @main_loop : Training epoch 190 2020-06-16 19:18:19.328: INFO @decay_lr : LR updated to `3.8582057e-05` 2020-06-16 19:18:19.343: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 19:18:19.344: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 19:18:19.344: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 19:18:19.344: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 19:18:19.344: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 19:18:19.344: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 19:18:19.344: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 19:18:19.344: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 19:18:19.344: INFO @log_variables: plain_train face_fp mean: nan 2020-06-16 19:18:19.344: INFO @log_variables: plain_train face_fn mean: nan 2020-06-16 19:18:19.344: INFO @log_variables: plain_train body_fp mean: nan 2020-06-16 19:18:19.344: INFO @log_variables: plain_train body_fn mean: nan 2020-06-16 19:18:19.344: INFO @log_variables: 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face_fp mean: 1.244094 2020-06-16 19:18:19.345: INFO @log_variables: valid face_fn mean: 0.700541 2020-06-16 19:18:19.345: INFO @log_variables: valid body_fp mean: 1.404774 2020-06-16 19:18:19.345: INFO @log_variables: valid body_fn mean: 0.908465 2020-06-16 19:18:19.345: INFO @log_variables: valid body_box_precision mean: 0.816400 2020-06-16 19:18:19.345: INFO @log_variables: valid loss mean: 1.342180 2020-06-16 19:18:19.345: INFO @log_variables: valid localisation_loss mean: 1.095305 2020-06-16 19:18:19.345: INFO @log_variables: valid classification_loss mean: 0.684996 2020-06-16 19:18:19.345: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 19:18:19.348: INFO @log_profile : T plain_train: 342.416644 2020-06-16 19:18:19.348: INFO @log_profile : T valid: 20.023349 2020-06-16 19:18:19.348: INFO @log_profile : T read data: 10.701800 2020-06-16 19:18:19.348: INFO @log_profile : T hooks: 27.880568 2020-06-16 19:18:19.348: INFO @main_loop : Epoch 190 done 2020-06-16 19:18:19.348: INFO @main_loop : Training epoch 191 2020-06-16 19:25:04.160: INFO @decay_lr : LR updated to `3.8389146e-05` 2020-06-16 19:25:04.175: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 19:25:04.176: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 19:25:04.176: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 19:25:04.176: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 19:25:04.176: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 19:25:04.176: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 19:25:04.176: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 19:25:04.176: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 19:25:04.176: INFO @log_variables: plain_train face_fp mean: nan 2020-06-16 19:25:04.176: INFO @log_variables: plain_train face_fn mean: nan 2020-06-16 19:25:04.176: INFO @log_variables: plain_train 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2020-06-16 19:25:04.177: INFO @log_variables: valid face_box_precision mean: 0.472481 2020-06-16 19:25:04.177: INFO @log_variables: valid face_fp mean: 1.209154 2020-06-16 19:25:04.177: INFO @log_variables: valid face_fn mean: 0.665354 2020-06-16 19:25:04.177: INFO @log_variables: valid body_fp mean: 1.484498 2020-06-16 19:25:04.177: INFO @log_variables: valid body_fn mean: 0.906250 2020-06-16 19:25:04.177: INFO @log_variables: valid body_box_precision mean: 0.805273 2020-06-16 19:25:04.177: INFO @log_variables: valid loss mean: 1.345246 2020-06-16 19:25:04.177: INFO @log_variables: valid localisation_loss mean: 1.101709 2020-06-16 19:25:04.177: INFO @log_variables: valid classification_loss mean: 0.684221 2020-06-16 19:25:04.177: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 19:25:04.180: INFO @log_profile : T plain_train: 343.667248 2020-06-16 19:25:04.180: INFO @log_profile : T valid: 20.234088 2020-06-16 19:25:04.180: INFO @log_profile : T read data: 10.765096 2020-06-16 19:25:04.180: INFO @log_profile : T hooks: 28.121586 2020-06-16 19:25:04.180: INFO @main_loop : Epoch 191 done 2020-06-16 19:25:04.180: INFO @main_loop : Training epoch 192 2020-06-16 19:31:48.221: INFO @decay_lr : LR updated to `3.81972e-05` 2020-06-16 19:31:48.236: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 19:31:48.236: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 19:31:48.236: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 19:31:48.236: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 19:31:48.236: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 19:31:48.237: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 19:31:48.237: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 19:31:48.237: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 19:31:48.237: INFO @log_variables: plain_train face_fp mean: 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INFO @log_variables: valid face_box_recall mean: 0.556532 2020-06-16 19:31:48.237: INFO @log_variables: valid body_box_recall mean: 0.866448 2020-06-16 19:31:48.237: INFO @log_variables: valid face_box_precision mean: 0.468683 2020-06-16 19:31:48.237: INFO @log_variables: valid face_fp mean: 1.185285 2020-06-16 19:31:48.237: INFO @log_variables: valid face_fn mean: 0.688730 2020-06-16 19:31:48.237: INFO @log_variables: valid body_fp mean: 1.296260 2020-06-16 19:31:48.238: INFO @log_variables: valid body_fn mean: 0.945866 2020-06-16 19:31:48.238: INFO @log_variables: valid body_box_precision mean: 0.822985 2020-06-16 19:31:48.238: INFO @log_variables: valid loss mean: 1.339385 2020-06-16 19:31:48.238: INFO @log_variables: valid localisation_loss mean: 1.093053 2020-06-16 19:31:48.238: INFO @log_variables: valid classification_loss mean: 0.683553 2020-06-16 19:31:48.238: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 19:31:48.241: INFO @log_profile : T plain_train: 343.090591 2020-06-16 19:31:48.241: INFO @log_profile : T valid: 20.347543 2020-06-16 19:31:48.241: INFO @log_profile : T read data: 10.974570 2020-06-16 19:31:48.241: INFO @log_profile : T hooks: 27.605233 2020-06-16 19:31:48.241: INFO @main_loop : Epoch 192 done 2020-06-16 19:31:48.241: INFO @main_loop : Training epoch 193 2020-06-16 19:38:32.173: INFO @decay_lr : LR updated to `3.8006212e-05` 2020-06-16 19:38:32.189: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 19:38:32.189: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 19:38:32.189: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 19:38:32.189: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 19:38:32.189: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 19:38:32.189: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 19:38:32.189: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 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@log_variables: valid face_box_f1 mean: 0.491796 2020-06-16 19:38:32.190: INFO @log_variables: valid body_box_f1 mean: 0.825403 2020-06-16 19:38:32.190: INFO @log_variables: valid face_box_recall mean: 0.564686 2020-06-16 19:38:32.190: INFO @log_variables: valid body_box_recall mean: 0.872609 2020-06-16 19:38:32.190: INFO @log_variables: valid face_box_precision mean: 0.464602 2020-06-16 19:38:32.190: INFO @log_variables: valid face_fp mean: 1.281250 2020-06-16 19:38:32.190: INFO @log_variables: valid face_fn mean: 0.667077 2020-06-16 19:38:32.190: INFO @log_variables: valid body_fp mean: 1.480315 2020-06-16 19:38:32.190: INFO @log_variables: valid body_fn mean: 0.900344 2020-06-16 19:38:32.190: INFO @log_variables: valid body_box_precision mean: 0.807624 2020-06-16 19:38:32.190: INFO @log_variables: valid loss mean: 1.339671 2020-06-16 19:38:32.190: INFO @log_variables: valid localisation_loss mean: 1.095924 2020-06-16 19:38:32.190: INFO @log_variables: valid classification_loss mean: 0.682116 2020-06-16 19:38:32.190: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 19:38:32.193: INFO @log_profile : T plain_train: 342.902792 2020-06-16 19:38:32.194: INFO @log_profile : T valid: 20.045508 2020-06-16 19:38:32.194: INFO @log_profile : T read data: 10.718850 2020-06-16 19:38:32.194: INFO @log_profile : T hooks: 28.239242 2020-06-16 19:38:32.194: INFO @main_loop : Epoch 193 done 2020-06-16 19:38:32.194: INFO @main_loop : Training epoch 194 2020-06-16 19:45:16.160: INFO @decay_lr : LR updated to `3.7816182e-05` 2020-06-16 19:45:16.175: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 19:45:16.175: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 19:45:16.175: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 19:45:16.175: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 19:45:16.175: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 19:45:16.175: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 19:45:16.176: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 19:45:16.176: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 19:45:16.176: INFO @log_variables: plain_train face_fp mean: nan 2020-06-16 19:45:16.176: INFO @log_variables: plain_train face_fn mean: nan 2020-06-16 19:45:16.176: INFO @log_variables: plain_train body_fp mean: nan 2020-06-16 19:45:16.176: INFO @log_variables: plain_train body_fn mean: nan 2020-06-16 19:45:16.176: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-16 19:45:16.176: INFO @log_variables: plain_train loss mean: 1.314753 2020-06-16 19:45:16.176: INFO @log_variables: plain_train localisation_loss mean: 1.060561 2020-06-16 19:45:16.176: INFO @log_variables: plain_train classification_loss mean: 0.678417 2020-06-16 19:45:16.176: INFO @log_variables: valid box_f1 mean: 0.783365 2020-06-16 19:45:16.176: INFO @log_variables: 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19:45:16.177: INFO @log_variables: valid localisation_loss mean: 1.088797 2020-06-16 19:45:16.177: INFO @log_variables: valid classification_loss mean: 0.689035 2020-06-16 19:45:16.177: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 19:45:16.180: INFO @log_profile : T plain_train: 343.050297 2020-06-16 19:45:16.180: INFO @log_profile : T valid: 20.115587 2020-06-16 19:45:16.180: INFO @log_profile : T read data: 10.811238 2020-06-16 19:45:16.180: INFO @log_profile : T hooks: 27.973429 2020-06-16 19:45:16.180: INFO @main_loop : Epoch 194 done 2020-06-16 19:45:16.180: INFO @main_loop : Training epoch 195 2020-06-16 19:51:59.804: INFO @decay_lr : LR updated to `3.7627102e-05` 2020-06-16 19:51:59.820: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 19:51:59.820: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 19:51:59.820: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 19:51:59.820: INFO 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plain_train classification_loss mean: 0.677781 2020-06-16 19:51:59.821: INFO @log_variables: valid box_f1 mean: 0.787486 2020-06-16 19:51:59.821: INFO @log_variables: valid box_recall mean: 0.836041 2020-06-16 19:51:59.821: INFO @log_variables: valid box_precision mean: 0.766356 2020-06-16 19:51:59.821: INFO @log_variables: valid face_box_f1 mean: 0.496686 2020-06-16 19:51:59.821: INFO @log_variables: valid body_box_f1 mean: 0.831457 2020-06-16 19:51:59.821: INFO @log_variables: valid face_box_recall mean: 0.559163 2020-06-16 19:51:59.821: INFO @log_variables: valid body_box_recall mean: 0.862593 2020-06-16 19:51:59.821: INFO @log_variables: valid face_box_precision mean: 0.474904 2020-06-16 19:51:59.821: INFO @log_variables: valid face_fp mean: 1.157234 2020-06-16 19:51:59.821: INFO @log_variables: valid face_fn mean: 0.679626 2020-06-16 19:51:59.821: INFO @log_variables: valid body_fp mean: 1.256644 2020-06-16 19:51:59.821: INFO @log_variables: valid body_fn mean: 0.970226 2020-06-16 19:51:59.821: INFO @log_variables: valid body_box_precision mean: 0.827396 2020-06-16 19:51:59.821: INFO @log_variables: valid loss mean: 1.333795 2020-06-16 19:51:59.821: INFO @log_variables: valid localisation_loss mean: 1.086139 2020-06-16 19:51:59.821: INFO @log_variables: valid classification_loss mean: 0.682112 2020-06-16 19:51:59.821: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 19:51:59.824: INFO @log_profile : T plain_train: 343.337852 2020-06-16 19:51:59.824: INFO @log_profile : T valid: 19.977476 2020-06-16 19:51:59.824: INFO @log_profile : T read data: 10.661575 2020-06-16 19:51:59.824: INFO @log_profile : T hooks: 27.639433 2020-06-16 19:51:59.825: INFO @main_loop : Epoch 195 done 2020-06-16 19:51:59.825: INFO @main_loop : Training epoch 196 2020-06-16 19:58:43.548: INFO @decay_lr : LR updated to `3.7438967e-05` 2020-06-16 19:58:43.574: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 19:58:43.575: INFO @log_variables: 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LR updated to `3.725177e-05` 2020-06-16 20:05:26.849: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 20:05:26.849: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 20:05:26.849: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 20:05:26.849: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 20:05:26.849: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 20:05:26.849: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 20:05:26.849: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 20:05:26.849: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 20:05:26.849: INFO @log_variables: plain_train face_fp mean: nan 2020-06-16 20:05:26.849: INFO @log_variables: plain_train face_fn mean: nan 2020-06-16 20:05:26.849: INFO @log_variables: plain_train body_fp mean: nan 2020-06-16 20:05:26.849: INFO @log_variables: plain_train body_fn mean: nan 2020-06-16 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20:05:26.853: INFO @main_loop : Epoch 197 done 2020-06-16 20:05:26.853: INFO @main_loop : Training epoch 198 2020-06-16 20:12:12.004: INFO @decay_lr : LR updated to `3.7065514e-05` 2020-06-16 20:12:12.019: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 20:12:12.020: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 20:12:12.020: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 20:12:12.020: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 20:12:12.020: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 20:12:12.020: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 20:12:12.020: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 20:12:12.020: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 20:12:12.020: INFO @log_variables: plain_train face_fp mean: nan 2020-06-16 20:12:12.020: INFO @log_variables: plain_train face_fn mean: nan 2020-06-16 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@log_variables: valid body_box_recall mean: 0.867106 2020-06-16 20:12:12.021: INFO @log_variables: valid face_box_precision mean: 0.479762 2020-06-16 20:12:12.021: INFO @log_variables: valid face_fp mean: 1.127215 2020-06-16 20:12:12.021: INFO @log_variables: valid face_fn mean: 0.671752 2020-06-16 20:12:12.021: INFO @log_variables: valid body_fp mean: 1.288140 2020-06-16 20:12:12.021: INFO @log_variables: valid body_fn mean: 0.943898 2020-06-16 20:12:12.021: INFO @log_variables: valid body_box_precision mean: 0.823928 2020-06-16 20:12:12.021: INFO @log_variables: valid loss mean: 1.330737 2020-06-16 20:12:12.021: INFO @log_variables: valid localisation_loss mean: 1.090870 2020-06-16 20:12:12.021: INFO @log_variables: valid classification_loss mean: 0.676215 2020-06-16 20:12:12.021: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 20:12:12.024: INFO @log_profile : T plain_train: 343.928612 2020-06-16 20:12:12.024: INFO @log_profile : T valid: 20.365230 2020-06-16 20:12:12.024: INFO @log_profile : T read data: 10.777371 2020-06-16 20:12:12.024: INFO @log_profile : T hooks: 28.063974 2020-06-16 20:12:12.024: INFO @main_loop : Epoch 198 done 2020-06-16 20:12:12.024: INFO @main_loop : Training epoch 199 2020-06-16 20:18:55.707: INFO @decay_lr : LR updated to `3.688019e-05` 2020-06-16 20:18:55.723: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 20:18:55.723: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 20:18:55.723: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 20:18:55.723: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 20:18:55.723: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 20:18:55.723: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 20:18:55.723: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 20:18:55.723: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 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./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 20:18:55.727: INFO @log_profile : T plain_train: 342.800082 2020-06-16 20:18:55.727: INFO @log_profile : T valid: 20.275520 2020-06-16 20:18:55.727: INFO @log_profile : T read data: 10.743482 2020-06-16 20:18:55.727: INFO @log_profile : T hooks: 27.847167 2020-06-16 20:18:55.728: INFO @main_loop : Epoch 199 done 2020-06-16 20:18:55.728: INFO @main_loop : Training epoch 200 2020-06-16 20:25:40.890: INFO @decay_lr : LR updated to `3.6695787e-05` 2020-06-16 20:25:40.905: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 20:25:40.906: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 20:25:40.906: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 20:25:40.906: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 20:25:40.906: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 20:25:40.906: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 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@log_variables: valid box_precision mean: 0.755477 2020-06-16 20:25:40.907: INFO @log_variables: valid face_box_f1 mean: 0.493131 2020-06-16 20:25:40.907: INFO @log_variables: valid body_box_f1 mean: 0.829899 2020-06-16 20:25:40.907: INFO @log_variables: valid face_box_recall mean: 0.564830 2020-06-16 20:25:40.907: INFO @log_variables: valid body_box_recall mean: 0.869035 2020-06-16 20:25:40.907: INFO @log_variables: valid face_box_precision mean: 0.467917 2020-06-16 20:25:40.907: INFO @log_variables: valid face_fp mean: 1.250738 2020-06-16 20:25:40.907: INFO @log_variables: valid face_fn mean: 0.663878 2020-06-16 20:25:40.907: INFO @log_variables: valid body_fp mean: 1.381890 2020-06-16 20:25:40.907: INFO @log_variables: valid body_fn mean: 0.923474 2020-06-16 20:25:40.907: INFO @log_variables: valid body_box_precision mean: 0.818808 2020-06-16 20:25:40.907: INFO @log_variables: valid loss mean: 1.337734 2020-06-16 20:25:40.907: INFO @log_variables: valid localisation_loss mean: 1.086114 2020-06-16 20:25:40.907: INFO @log_variables: valid classification_loss mean: 0.686065 2020-06-16 20:25:40.907: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 20:25:40.910: INFO @log_profile : T plain_train: 344.123150 2020-06-16 20:25:40.910: INFO @log_profile : T valid: 20.373406 2020-06-16 20:25:40.910: INFO @log_profile : T read data: 10.951969 2020-06-16 20:25:40.910: INFO @log_profile : T hooks: 27.699182 2020-06-16 20:25:40.911: INFO @main_loop : Epoch 200 done 2020-06-16 20:25:40.911: INFO @main_loop : Training epoch 201 2020-06-16 20:32:25.106: INFO @decay_lr : LR updated to `3.651231e-05` 2020-06-16 20:32:25.121: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 20:32:25.122: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 20:32:25.122: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 20:32:25.122: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 20:32:25.122: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 20:32:25.122: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 20:32:25.122: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 20:32:25.122: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 20:32:25.122: INFO @log_variables: plain_train face_fp mean: nan 2020-06-16 20:32:25.122: INFO @log_variables: plain_train face_fn mean: nan 2020-06-16 20:32:25.122: INFO @log_variables: plain_train body_fp mean: nan 2020-06-16 20:32:25.122: INFO @log_variables: plain_train body_fn mean: nan 2020-06-16 20:32:25.122: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-16 20:32:25.122: INFO @log_variables: plain_train loss mean: 1.307511 2020-06-16 20:32:25.122: INFO @log_variables: plain_train localisation_loss mean: 1.059476 2020-06-16 20:32:25.122: INFO @log_variables: plain_train classification_loss mean: 0.671825 2020-06-16 20:32:25.122: INFO @log_variables: valid box_f1 mean: 0.786937 2020-06-16 20:32:25.122: INFO @log_variables: valid box_recall mean: 0.847372 2020-06-16 20:32:25.122: INFO @log_variables: valid box_precision mean: 0.756478 2020-06-16 20:32:25.123: INFO @log_variables: valid face_box_f1 mean: 0.502714 2020-06-16 20:32:25.123: INFO @log_variables: valid body_box_f1 mean: 0.829364 2020-06-16 20:32:25.123: INFO @log_variables: valid face_box_recall mean: 0.568349 2020-06-16 20:32:25.123: INFO @log_variables: valid body_box_recall mean: 0.873358 2020-06-16 20:32:25.123: INFO @log_variables: valid face_box_precision mean: 0.479823 2020-06-16 20:32:25.123: INFO @log_variables: valid face_fp mean: 1.179380 2020-06-16 20:32:25.123: INFO @log_variables: valid face_fn mean: 0.660925 2020-06-16 20:32:25.123: INFO @log_variables: valid body_fp mean: 1.432087 2020-06-16 20:32:25.123: INFO @log_variables: valid body_fn mean: 0.887057 2020-06-16 20:32:25.123: INFO @log_variables: valid body_box_precision mean: 0.813865 2020-06-16 20:32:25.123: INFO @log_variables: valid loss mean: 1.325943 2020-06-16 20:32:25.123: INFO @log_variables: valid localisation_loss mean: 1.075930 2020-06-16 20:32:25.123: INFO @log_variables: valid classification_loss mean: 0.680385 2020-06-16 20:32:25.123: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 20:32:25.126: INFO @log_profile : T plain_train: 343.355506 2020-06-16 20:32:25.126: INFO @log_profile : T valid: 20.115957 2020-06-16 20:32:25.126: INFO @log_profile : T read data: 10.716140 2020-06-16 20:32:25.126: INFO @log_profile : T hooks: 27.994731 2020-06-16 20:32:25.126: INFO @main_loop : Epoch 201 done 2020-06-16 20:32:25.126: INFO @main_loop : Training epoch 202 2020-06-16 20:39:09.177: INFO @decay_lr : LR updated to `3.6329748e-05` 2020-06-16 20:39:09.193: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 20:39:09.193: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 20:39:09.193: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 20:39:09.193: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 20:39:09.193: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 20:39:09.193: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 20:39:09.193: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 20:39:09.193: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 20:39:09.193: INFO @log_variables: plain_train face_fp mean: nan 2020-06-16 20:39:09.193: INFO @log_variables: plain_train face_fn mean: nan 2020-06-16 20:39:09.194: INFO @log_variables: plain_train body_fp mean: nan 2020-06-16 20:39:09.194: INFO @log_variables: plain_train body_fn mean: nan 2020-06-16 20:39:09.194: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-16 20:39:09.194: INFO @log_variables: plain_train loss mean: 1.310394 2020-06-16 20:39:09.194: INFO @log_variables: plain_train localisation_loss mean: 1.057360 2020-06-16 20:39:09.194: INFO @log_variables: plain_train classification_loss mean: 0.675978 2020-06-16 20:39:09.194: INFO @log_variables: valid box_f1 mean: 0.793176 2020-06-16 20:39:09.194: INFO @log_variables: valid box_recall mean: 0.834542 2020-06-16 20:39:09.194: INFO @log_variables: valid box_precision mean: 0.778668 2020-06-16 20:39:09.194: INFO @log_variables: valid face_box_f1 mean: 0.501549 2020-06-16 20:39:09.194: INFO @log_variables: valid body_box_f1 mean: 0.834724 2020-06-16 20:39:09.194: INFO @log_variables: valid face_box_recall mean: 0.552385 2020-06-16 20:39:09.194: INFO @log_variables: valid body_box_recall mean: 0.863442 2020-06-16 20:39:09.194: INFO @log_variables: valid face_box_precision mean: 0.488778 2020-06-16 20:39:09.194: INFO @log_variables: valid face_fp mean: 1.020915 2020-06-16 20:39:09.194: INFO @log_variables: valid face_fn mean: 0.704478 2020-06-16 20:39:09.194: INFO @log_variables: valid body_fp mean: 1.222441 2020-06-16 20:39:09.194: INFO @log_variables: valid body_fn mean: 0.962844 2020-06-16 20:39:09.194: INFO @log_variables: valid body_box_precision mean: 0.832324 2020-06-16 20:39:09.194: INFO @log_variables: valid loss mean: 1.350000 2020-06-16 20:39:09.194: INFO @log_variables: valid localisation_loss mean: 1.085826 2020-06-16 20:39:09.194: INFO @log_variables: valid classification_loss mean: 0.698505 2020-06-16 20:39:09.195: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 20:39:09.362: INFO @save : Model saved to: ./log/DetectionBodyFace-overheadAll-headCovered/model_best.ckpt 2020-06-16 20:39:09.377: INFO @log_profile : T plain_train: 343.748841 2020-06-16 20:39:09.377: INFO @log_profile : T valid: 19.959950 2020-06-16 20:39:09.377: INFO @log_profile : T read data: 10.911176 2020-06-16 20:39:09.377: INFO @log_profile : T hooks: 27.591717 2020-06-16 20:39:09.377: INFO @main_loop : Epoch 202 done 2020-06-16 20:39:09.377: INFO @main_loop : Training epoch 203 2020-06-16 20:45:54.731: INFO @decay_lr : LR updated to `3.61481e-05` 2020-06-16 20:45:54.747: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 20:45:54.747: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 20:45:54.747: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 20:45:54.747: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 20:45:54.747: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 20:45:54.747: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 20:45:54.747: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 20:45:54.747: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 20:45:54.747: INFO @log_variables: plain_train face_fp mean: nan 2020-06-16 20:45:54.748: INFO @log_variables: plain_train face_fn mean: nan 2020-06-16 20:45:54.748: INFO @log_variables: plain_train body_fp mean: nan 2020-06-16 20:45:54.748: INFO @log_variables: plain_train body_fn mean: nan 2020-06-16 20:45:54.748: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-16 20:45:54.748: INFO @log_variables: plain_train loss mean: 1.303590 2020-06-16 20:45:54.748: INFO @log_variables: plain_train localisation_loss mean: 1.052067 2020-06-16 20:45:54.748: INFO @log_variables: plain_train classification_loss mean: 0.672350 2020-06-16 20:45:54.748: INFO @log_variables: valid box_f1 mean: 0.790881 2020-06-16 20:45:54.748: INFO @log_variables: valid box_recall mean: 0.838055 2020-06-16 20:45:54.748: INFO @log_variables: valid box_precision mean: 0.771165 2020-06-16 20:45:54.748: INFO @log_variables: valid face_box_f1 mean: 0.501488 2020-06-16 20:45:54.748: INFO @log_variables: valid body_box_f1 mean: 0.833784 2020-06-16 20:45:54.748: INFO @log_variables: valid face_box_recall mean: 0.561750 2020-06-16 20:45:54.748: INFO @log_variables: valid body_box_recall mean: 0.864688 2020-06-16 20:45:54.748: INFO @log_variables: valid face_box_precision mean: 0.482659 2020-06-16 20:45:54.748: INFO @log_variables: valid face_fp mean: 1.111713 2020-06-16 20:45:54.748: INFO @log_variables: valid face_fn mean: 0.680856 2020-06-16 20:45:54.748: INFO @log_variables: valid body_fp mean: 1.252215 2020-06-16 20:45:54.748: INFO @log_variables: valid body_fn mean: 0.966289 2020-06-16 20:45:54.748: INFO @log_variables: valid body_box_precision mean: 0.829508 2020-06-16 20:45:54.748: INFO @log_variables: valid loss mean: 1.331769 2020-06-16 20:45:54.749: INFO @log_variables: valid localisation_loss mean: 1.077764 2020-06-16 20:45:54.749: INFO @log_variables: valid classification_loss mean: 0.685111 2020-06-16 20:45:54.749: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 20:45:54.751: INFO @log_profile : T plain_train: 344.207301 2020-06-16 20:45:54.751: INFO @log_profile : T valid: 20.272719 2020-06-16 20:45:54.751: INFO @log_profile : T read data: 10.878326 2020-06-16 20:45:54.752: INFO @log_profile : T hooks: 27.975954 2020-06-16 20:45:54.752: INFO @main_loop : Epoch 203 done 2020-06-16 20:45:54.752: INFO @main_loop : Training epoch 204 2020-06-16 20:52:38.805: INFO @decay_lr : LR updated to `3.5967358e-05` 2020-06-16 20:52:38.820: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 20:52:38.821: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 20:52:38.821: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 20:52:38.821: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 20:52:38.821: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 20:52:38.821: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 20:52:38.821: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 20:52:38.821: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 20:52:38.821: INFO @log_variables: plain_train face_fp mean: nan 2020-06-16 20:52:38.821: INFO @log_variables: plain_train face_fn mean: nan 2020-06-16 20:52:38.821: INFO @log_variables: plain_train body_fp mean: nan 2020-06-16 20:52:38.821: INFO @log_variables: plain_train body_fn mean: nan 2020-06-16 20:52:38.821: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-16 20:52:38.821: INFO @log_variables: plain_train loss mean: 1.312519 2020-06-16 20:52:38.821: INFO @log_variables: plain_train localisation_loss mean: 1.060708 2020-06-16 20:52:38.821: INFO @log_variables: plain_train classification_loss mean: 0.676094 2020-06-16 20:52:38.821: INFO @log_variables: valid box_f1 mean: 0.787444 2020-06-16 20:52:38.821: INFO @log_variables: valid box_recall mean: 0.845208 2020-06-16 20:52:38.821: INFO @log_variables: valid box_precision mean: 0.758641 2020-06-16 20:52:38.821: INFO @log_variables: valid face_box_f1 mean: 0.500583 2020-06-16 20:52:38.821: INFO @log_variables: valid body_box_f1 mean: 0.831626 2020-06-16 20:52:38.822: INFO @log_variables: valid face_box_recall mean: 0.570868 2020-06-16 20:52:38.822: INFO @log_variables: valid body_box_recall mean: 0.869392 2020-06-16 20:52:38.822: INFO @log_variables: valid face_box_precision mean: 0.474707 2020-06-16 20:52:38.822: INFO @log_variables: valid face_fp mean: 1.225148 2020-06-16 20:52:38.822: INFO @log_variables: valid face_fn mean: 0.648376 2020-06-16 20:52:38.822: INFO @log_variables: valid body_fp mean: 1.329724 2020-06-16 20:52:38.822: INFO @log_variables: valid body_fn mean: 0.920522 2020-06-16 20:52:38.822: INFO @log_variables: valid body_box_precision mean: 0.821319 2020-06-16 20:52:38.822: INFO @log_variables: valid loss mean: 1.331510 2020-06-16 20:52:38.822: INFO @log_variables: valid localisation_loss mean: 1.082572 2020-06-16 20:52:38.822: INFO @log_variables: valid classification_loss mean: 0.681967 2020-06-16 20:52:38.822: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 20:52:38.825: INFO @log_profile : T plain_train: 343.918407 2020-06-16 20:52:38.825: INFO @log_profile : T valid: 19.912597 2020-06-16 20:52:38.825: INFO @log_profile : T read data: 10.702220 2020-06-16 20:52:38.825: INFO @log_profile : T hooks: 27.494948 2020-06-16 20:52:38.825: INFO @main_loop : Epoch 204 done 2020-06-16 20:52:38.825: INFO @main_loop : Training epoch 205 2020-06-16 20:59:22.997: INFO @decay_lr : LR updated to `3.578752e-05` 2020-06-16 20:59:23.012: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 20:59:23.012: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 20:59:23.012: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 20:59:23.012: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 20:59:23.012: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 20:59:23.012: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 20:59:23.012: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 20:59:23.013: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 20:59:23.013: INFO @log_variables: plain_train face_fp mean: nan 2020-06-16 20:59:23.013: INFO @log_variables: plain_train face_fn mean: nan 2020-06-16 20:59:23.013: INFO @log_variables: plain_train body_fp mean: nan 2020-06-16 20:59:23.013: INFO @log_variables: plain_train body_fn mean: nan 2020-06-16 20:59:23.013: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-16 20:59:23.013: INFO @log_variables: plain_train loss mean: 1.309977 2020-06-16 20:59:23.013: INFO @log_variables: plain_train localisation_loss mean: 1.056231 2020-06-16 20:59:23.013: INFO @log_variables: plain_train classification_loss mean: 0.676238 2020-06-16 20:59:23.013: INFO @log_variables: valid box_f1 mean: 0.789327 2020-06-16 20:59:23.013: INFO @log_variables: valid box_recall mean: 0.846440 2020-06-16 20:59:23.013: INFO @log_variables: valid box_precision mean: 0.761437 2020-06-16 20:59:23.013: INFO @log_variables: valid face_box_f1 mean: 0.506286 2020-06-16 20:59:23.013: INFO @log_variables: valid body_box_f1 mean: 0.827534 2020-06-16 20:59:23.013: INFO @log_variables: valid face_box_recall mean: 0.563618 2020-06-16 20:59:23.013: INFO @log_variables: valid body_box_recall mean: 0.873646 2020-06-16 20:59:23.013: INFO @log_variables: valid face_box_precision mean: 0.488803 2020-06-16 20:59:23.013: INFO @log_variables: valid face_fp mean: 1.066929 2020-06-16 20:59:23.013: INFO @log_variables: valid face_fn mean: 0.672982 2020-06-16 20:59:23.013: INFO @log_variables: valid body_fp mean: 1.422982 2020-06-16 20:59:23.013: INFO @log_variables: valid body_fn mean: 0.903297 2020-06-16 20:59:23.013: INFO @log_variables: valid body_box_precision mean: 0.810864 2020-06-16 20:59:23.014: INFO @log_variables: valid loss mean: 1.332126 2020-06-16 20:59:23.014: INFO @log_variables: valid localisation_loss mean: 1.083171 2020-06-16 20:59:23.014: INFO @log_variables: valid classification_loss mean: 0.682223 2020-06-16 20:59:23.014: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 20:59:23.016: INFO @log_profile : T plain_train: 343.642543 2020-06-16 20:59:23.017: INFO @log_profile : T valid: 19.979237 2020-06-16 20:59:23.017: INFO @log_profile : T read data: 10.822920 2020-06-16 20:59:23.017: INFO @log_profile : T hooks: 27.701053 2020-06-16 20:59:23.017: INFO @main_loop : Epoch 205 done 2020-06-16 20:59:23.017: INFO @main_loop : Training epoch 206 2020-06-16 21:06:06.522: INFO @decay_lr : LR updated to `3.5608584e-05` 2020-06-16 21:06:06.538: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 21:06:06.538: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 21:06:06.538: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 21:06:06.538: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 21:06:06.538: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 21:06:06.538: INFO @log_variables: 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mean: 0.843643 2020-06-16 21:06:06.539: INFO @log_variables: valid box_precision mean: 0.763501 2020-06-16 21:06:06.539: INFO @log_variables: valid face_box_f1 mean: 0.499274 2020-06-16 21:06:06.539: INFO @log_variables: valid body_box_f1 mean: 0.834368 2020-06-16 21:06:06.539: INFO @log_variables: valid face_box_recall mean: 0.565968 2020-06-16 21:06:06.539: INFO @log_variables: valid body_box_recall mean: 0.869670 2020-06-16 21:06:06.539: INFO @log_variables: valid face_box_precision mean: 0.476412 2020-06-16 21:06:06.539: INFO @log_variables: valid face_fp mean: 1.201526 2020-06-16 21:06:06.539: INFO @log_variables: valid face_fn mean: 0.660679 2020-06-16 21:06:06.539: INFO @log_variables: valid body_fp mean: 1.286417 2020-06-16 21:06:06.539: INFO @log_variables: valid body_fn mean: 0.937500 2020-06-16 21:06:06.539: INFO @log_variables: valid body_box_precision mean: 0.825641 2020-06-16 21:06:06.539: INFO @log_variables: valid loss mean: 1.324309 2020-06-16 21:06:06.539: INFO @log_variables: valid localisation_loss mean: 1.083111 2020-06-16 21:06:06.539: INFO @log_variables: valid classification_loss mean: 0.674442 2020-06-16 21:06:06.540: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 21:06:06.542: INFO @log_profile : T plain_train: 343.084211 2020-06-16 21:06:06.542: INFO @log_profile : T valid: 19.899112 2020-06-16 21:06:06.543: INFO @log_profile : T read data: 10.828380 2020-06-16 21:06:06.543: INFO @log_profile : T hooks: 27.678149 2020-06-16 21:06:06.543: INFO @main_loop : Epoch 206 done 2020-06-16 21:06:06.543: INFO @main_loop : Training epoch 207 2020-06-16 21:12:51.489: INFO @decay_lr : LR updated to `3.543054e-05` 2020-06-16 21:12:51.506: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 21:12:51.506: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 21:12:51.506: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 21:12:51.506: INFO @log_variables: plain_train 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0.672799 2020-06-16 21:12:51.507: INFO @log_variables: valid box_f1 mean: 0.785852 2020-06-16 21:12:51.507: INFO @log_variables: valid box_recall mean: 0.841731 2020-06-16 21:12:51.507: INFO @log_variables: valid box_precision mean: 0.758681 2020-06-16 21:12:51.507: INFO @log_variables: valid face_box_f1 mean: 0.491709 2020-06-16 21:12:51.507: INFO @log_variables: valid body_box_f1 mean: 0.833601 2020-06-16 21:12:51.507: INFO @log_variables: valid face_box_recall mean: 0.565484 2020-06-16 21:12:51.507: INFO @log_variables: valid body_box_recall mean: 0.866705 2020-06-16 21:12:51.507: INFO @log_variables: valid face_box_precision mean: 0.463962 2020-06-16 21:12:51.507: INFO @log_variables: valid face_fp mean: 1.281742 2020-06-16 21:12:51.507: INFO @log_variables: valid face_fn mean: 0.663632 2020-06-16 21:12:51.507: INFO @log_variables: valid body_fp mean: 1.271654 2020-06-16 21:12:51.507: INFO @log_variables: valid body_fn mean: 0.948573 2020-06-16 21:12:51.507: INFO @log_variables: valid body_box_precision mean: 0.827085 2020-06-16 21:12:51.507: INFO @log_variables: valid loss mean: 1.324407 2020-06-16 21:12:51.507: INFO @log_variables: valid localisation_loss mean: 1.079089 2020-06-16 21:12:51.507: INFO @log_variables: valid classification_loss mean: 0.676954 2020-06-16 21:12:51.507: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 21:12:51.510: INFO @log_profile : T plain_train: 343.580687 2020-06-16 21:12:51.510: INFO @log_profile : T valid: 20.458882 2020-06-16 21:12:51.510: INFO @log_profile : T read data: 10.885248 2020-06-16 21:12:51.510: INFO @log_profile : T hooks: 28.002681 2020-06-16 21:12:51.511: INFO @main_loop : Epoch 207 done 2020-06-16 21:12:51.511: INFO @main_loop : Training epoch 208 2020-06-16 21:19:36.100: INFO @decay_lr : LR updated to `3.525339e-05` 2020-06-16 21:19:36.115: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 21:19:36.115: INFO @log_variables: plain_train box_recall mean: nan 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@log_variables: plain_train localisation_loss mean: 1.059477 2020-06-16 21:19:36.116: INFO @log_variables: plain_train classification_loss mean: 0.675195 2020-06-16 21:19:36.116: INFO @log_variables: valid box_f1 mean: 0.789422 2020-06-16 21:19:36.116: INFO @log_variables: valid box_recall mean: 0.835674 2020-06-16 21:19:36.116: INFO @log_variables: valid box_precision mean: 0.770583 2020-06-16 21:19:36.116: INFO @log_variables: valid face_box_f1 mean: 0.495334 2020-06-16 21:19:36.116: INFO @log_variables: valid body_box_f1 mean: 0.834173 2020-06-16 21:19:36.116: INFO @log_variables: valid face_box_recall mean: 0.557028 2020-06-16 21:19:36.116: INFO @log_variables: valid body_box_recall mean: 0.863011 2020-06-16 21:19:36.116: INFO @log_variables: valid face_box_precision mean: 0.475356 2020-06-16 21:19:36.116: INFO @log_variables: valid face_fp mean: 1.142470 2020-06-16 21:19:36.116: INFO @log_variables: valid face_fn mean: 0.686762 2020-06-16 21:19:36.116: INFO @log_variables: valid body_fp mean: 1.238435 2020-06-16 21:19:36.116: INFO @log_variables: valid body_fn mean: 0.965059 2020-06-16 21:19:36.116: INFO @log_variables: valid body_box_precision mean: 0.832233 2020-06-16 21:19:36.117: INFO @log_variables: valid loss mean: 1.358159 2020-06-16 21:19:36.117: INFO @log_variables: valid localisation_loss mean: 1.092111 2020-06-16 21:19:36.117: INFO @log_variables: valid classification_loss mean: 0.702892 2020-06-16 21:19:36.117: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 21:19:36.119: INFO @log_profile : T plain_train: 343.625058 2020-06-16 21:19:36.120: INFO @log_profile : T valid: 20.090872 2020-06-16 21:19:36.120: INFO @log_profile : T read data: 10.802312 2020-06-16 21:19:36.120: INFO @log_profile : T hooks: 28.058517 2020-06-16 21:19:36.120: INFO @main_loop : Epoch 208 done 2020-06-16 21:19:36.120: INFO @main_loop : Training epoch 209 2020-06-16 21:26:20.636: INFO @decay_lr : LR updated to `3.5077122e-05` 2020-06-16 21:26:20.652: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 21:26:20.653: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 21:26:20.653: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 21:26:20.653: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 21:26:20.653: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 21:26:20.653: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 21:26:20.653: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 21:26:20.653: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 21:26:20.653: INFO @log_variables: plain_train face_fp mean: nan 2020-06-16 21:26:20.653: INFO @log_variables: plain_train face_fn mean: nan 2020-06-16 21:26:20.653: INFO @log_variables: plain_train body_fp mean: nan 2020-06-16 21:26:20.653: INFO @log_variables: plain_train body_fn mean: nan 2020-06-16 21:26:20.653: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-16 21:26:20.653: INFO @log_variables: plain_train loss mean: 1.303089 2020-06-16 21:26:20.653: INFO @log_variables: plain_train localisation_loss mean: 1.049885 2020-06-16 21:26:20.653: INFO @log_variables: plain_train classification_loss mean: 0.673159 2020-06-16 21:26:20.653: INFO @log_variables: valid box_f1 mean: 0.792584 2020-06-16 21:26:20.653: INFO @log_variables: valid box_recall mean: 0.846446 2020-06-16 21:26:20.653: INFO @log_variables: valid box_precision mean: 0.767106 2020-06-16 21:26:20.653: INFO @log_variables: valid face_box_f1 mean: 0.503399 2020-06-16 21:26:20.653: INFO @log_variables: valid body_box_f1 mean: 0.834140 2020-06-16 21:26:20.653: INFO @log_variables: valid face_box_recall mean: 0.565169 2020-06-16 21:26:20.654: INFO @log_variables: valid body_box_recall mean: 0.874238 2020-06-16 21:26:20.654: INFO @log_variables: valid face_box_precision mean: 0.484027 2020-06-16 21:26:20.654: INFO @log_variables: valid face_fp mean: 1.114665 2020-06-16 21:26:20.654: INFO @log_variables: valid face_fn mean: 0.673967 2020-06-16 21:26:20.654: INFO @log_variables: valid body_fp mean: 1.350640 2020-06-16 21:26:20.654: INFO @log_variables: valid body_fn mean: 0.898622 2020-06-16 21:26:20.654: INFO @log_variables: valid body_box_precision mean: 0.821456 2020-06-16 21:26:20.654: INFO @log_variables: valid loss mean: 1.327450 2020-06-16 21:26:20.654: INFO @log_variables: valid localisation_loss mean: 1.077494 2020-06-16 21:26:20.654: INFO @log_variables: valid classification_loss mean: 0.680954 2020-06-16 21:26:20.654: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 21:26:20.657: INFO @log_profile : T plain_train: 343.701396 2020-06-16 21:26:20.657: INFO @log_profile : T valid: 20.197951 2020-06-16 21:26:20.657: INFO @log_profile : T read data: 10.789314 2020-06-16 21:26:20.657: INFO @log_profile : T hooks: 27.809994 2020-06-16 21:26:20.657: INFO @main_loop : Epoch 209 done 2020-06-16 21:26:20.657: INFO @main_loop : Training epoch 210 2020-06-16 21:33:05.221: INFO @decay_lr : LR updated to `3.4901735e-05` 2020-06-16 21:33:05.238: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 21:33:05.238: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 21:33:05.238: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 21:33:05.238: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 21:33:05.238: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 21:33:05.238: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 21:33:05.238: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 21:33:05.238: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 21:33:05.238: INFO @log_variables: plain_train face_fp mean: nan 2020-06-16 21:33:05.238: INFO @log_variables: plain_train face_fn mean: nan 2020-06-16 21:33:05.238: INFO @log_variables: plain_train 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read data: 10.744408 2020-06-16 21:33:05.242: INFO @log_profile : T hooks: 27.285519 2020-06-16 21:33:05.243: INFO @main_loop : Epoch 210 done 2020-06-16 21:33:05.243: INFO @main_loop : Training epoch 211 2020-06-16 21:39:48.808: INFO @decay_lr : LR updated to `3.4727225e-05` 2020-06-16 21:39:48.827: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 21:39:48.827: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 21:39:48.827: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 21:39:48.827: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 21:39:48.827: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 21:39:48.827: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 21:39:48.827: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 21:39:48.827: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 21:39:48.827: INFO @log_variables: plain_train face_fp mean: 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INFO @log_variables: valid face_box_recall mean: 0.560833 2020-06-16 21:39:48.828: INFO @log_variables: valid body_box_recall mean: 0.875853 2020-06-16 21:39:48.828: INFO @log_variables: valid face_box_precision mean: 0.475103 2020-06-16 21:39:48.828: INFO @log_variables: valid face_fp mean: 1.149852 2020-06-16 21:39:48.828: INFO @log_variables: valid face_fn mean: 0.675443 2020-06-16 21:39:48.828: INFO @log_variables: valid body_fp mean: 1.385335 2020-06-16 21:39:48.828: INFO @log_variables: valid body_fn mean: 0.882136 2020-06-16 21:39:48.828: INFO @log_variables: valid body_box_precision mean: 0.816832 2020-06-16 21:39:48.829: INFO @log_variables: valid loss mean: 1.325113 2020-06-16 21:39:48.829: INFO @log_variables: valid localisation_loss mean: 1.078570 2020-06-16 21:39:48.829: INFO @log_variables: valid classification_loss mean: 0.677971 2020-06-16 21:39:48.829: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 21:39:48.831: INFO @log_profile : T plain_train: 343.327579 2020-06-16 21:39:48.832: INFO @log_profile : T valid: 20.080265 2020-06-16 21:39:48.832: INFO @log_profile : T read data: 10.861293 2020-06-16 21:39:48.832: INFO @log_profile : T hooks: 27.287278 2020-06-16 21:39:48.832: INFO @main_loop : Epoch 211 done 2020-06-16 21:39:48.832: INFO @main_loop : Training epoch 212 2020-06-16 21:46:33.999: INFO @decay_lr : LR updated to `3.455359e-05` 2020-06-16 21:46:34.015: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 21:46:34.015: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 21:46:34.015: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 21:46:34.015: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 21:46:34.015: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 21:46:34.015: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 21:46:34.015: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 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@log_variables: valid face_box_f1 mean: 0.498956 2020-06-16 21:46:34.016: INFO @log_variables: valid body_box_f1 mean: 0.834311 2020-06-16 21:46:34.016: INFO @log_variables: valid face_box_recall mean: 0.555030 2020-06-16 21:46:34.016: INFO @log_variables: valid body_box_recall mean: 0.871913 2020-06-16 21:46:34.016: INFO @log_variables: valid face_box_precision mean: 0.482035 2020-06-16 21:46:34.016: INFO @log_variables: valid face_fp mean: 1.082431 2020-06-16 21:46:34.016: INFO @log_variables: valid face_fn mean: 0.690207 2020-06-16 21:46:34.016: INFO @log_variables: valid body_fp mean: 1.312746 2020-06-16 21:46:34.016: INFO @log_variables: valid body_fn mean: 0.919783 2020-06-16 21:46:34.016: INFO @log_variables: valid body_box_precision mean: 0.824623 2020-06-16 21:46:34.016: INFO @log_variables: valid loss mean: 1.327086 2020-06-16 21:46:34.016: INFO @log_variables: valid localisation_loss mean: 1.075718 2020-06-16 21:46:34.016: INFO @log_variables: valid classification_loss mean: 0.681655 2020-06-16 21:46:34.016: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 21:46:34.019: INFO @log_profile : T plain_train: 344.043971 2020-06-16 21:46:34.019: INFO @log_profile : T valid: 20.314820 2020-06-16 21:46:34.019: INFO @log_profile : T read data: 10.803291 2020-06-16 21:46:34.019: INFO @log_profile : T hooks: 28.000628 2020-06-16 21:46:34.019: INFO @main_loop : Epoch 212 done 2020-06-16 21:46:34.019: INFO @main_loop : Training epoch 213 2020-06-16 21:53:18.855: INFO @decay_lr : LR updated to `3.438082e-05` 2020-06-16 21:53:18.871: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 21:53:18.871: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 21:53:18.871: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 21:53:18.871: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 21:53:18.871: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 21:53:18.871: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 21:53:18.871: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 21:53:18.872: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 21:53:18.872: INFO @log_variables: plain_train face_fp mean: nan 2020-06-16 21:53:18.872: INFO @log_variables: plain_train face_fn mean: nan 2020-06-16 21:53:18.872: INFO @log_variables: plain_train body_fp mean: nan 2020-06-16 21:53:18.872: INFO @log_variables: plain_train body_fn mean: nan 2020-06-16 21:53:18.872: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-16 21:53:18.872: INFO @log_variables: plain_train loss mean: 1.302502 2020-06-16 21:53:18.872: INFO @log_variables: plain_train localisation_loss mean: 1.056185 2020-06-16 21:53:18.872: INFO @log_variables: plain_train classification_loss mean: 0.668791 2020-06-16 21:53:18.872: INFO @log_variables: valid box_f1 mean: 0.789580 2020-06-16 21:53:18.872: INFO @log_variables: valid box_recall mean: 0.845413 2020-06-16 21:53:18.872: INFO @log_variables: valid box_precision mean: 0.762450 2020-06-16 21:53:18.872: INFO @log_variables: valid face_box_f1 mean: 0.501876 2020-06-16 21:53:18.872: INFO @log_variables: valid body_box_f1 mean: 0.832063 2020-06-16 21:53:18.872: INFO @log_variables: valid face_box_recall mean: 0.564524 2020-06-16 21:53:18.872: INFO @log_variables: valid body_box_recall mean: 0.872499 2020-06-16 21:53:18.872: INFO @log_variables: valid face_box_precision mean: 0.481270 2020-06-16 21:53:18.872: INFO @log_variables: valid face_fp mean: 1.127215 2020-06-16 21:53:18.872: INFO @log_variables: valid face_fn mean: 0.664862 2020-06-16 21:53:18.872: INFO @log_variables: valid body_fp mean: 1.361220 2020-06-16 21:53:18.872: INFO @log_variables: valid body_fn mean: 0.901821 2020-06-16 21:53:18.872: INFO @log_variables: valid body_box_precision mean: 0.819199 2020-06-16 21:53:18.872: INFO @log_variables: valid loss mean: 1.325250 2020-06-16 21:53:18.873: INFO @log_variables: valid localisation_loss mean: 1.085733 2020-06-16 21:53:18.873: INFO @log_variables: valid classification_loss mean: 0.673810 2020-06-16 21:53:18.873: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 21:53:18.876: INFO @log_profile : T plain_train: 344.164711 2020-06-16 21:53:18.876: INFO @log_profile : T valid: 20.167273 2020-06-16 21:53:18.876: INFO @log_profile : T read data: 10.768748 2020-06-16 21:53:18.876: INFO @log_profile : T hooks: 27.723266 2020-06-16 21:53:18.876: INFO @main_loop : Epoch 213 done 2020-06-16 21:53:18.876: INFO @main_loop : Training epoch 214 2020-06-16 22:00:03.535: INFO @decay_lr : LR updated to `3.4208915e-05` 2020-06-16 22:00:03.551: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 22:00:03.551: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 22:00:03.551: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 22:00:03.551: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 22:00:03.551: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 22:00:03.551: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 22:00:03.551: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 22:00:03.551: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 22:00:03.551: INFO @log_variables: plain_train face_fp mean: nan 2020-06-16 22:00:03.551: INFO @log_variables: plain_train face_fn mean: nan 2020-06-16 22:00:03.551: INFO @log_variables: plain_train body_fp mean: nan 2020-06-16 22:00:03.551: INFO @log_variables: plain_train body_fn mean: nan 2020-06-16 22:00:03.551: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-16 22:00:03.551: INFO @log_variables: plain_train loss mean: 1.298752 2020-06-16 22:00:03.551: INFO @log_variables: plain_train localisation_loss mean: 1.046944 2020-06-16 22:00:03.551: INFO @log_variables: plain_train classification_loss mean: 0.670586 2020-06-16 22:00:03.551: INFO @log_variables: valid box_f1 mean: 0.780649 2020-06-16 22:00:03.552: INFO @log_variables: valid box_recall mean: 0.849083 2020-06-16 22:00:03.552: INFO @log_variables: valid box_precision mean: 0.744038 2020-06-16 22:00:03.552: INFO @log_variables: valid face_box_f1 mean: 0.492676 2020-06-16 22:00:03.552: INFO @log_variables: valid body_box_f1 mean: 0.825542 2020-06-16 22:00:03.552: INFO @log_variables: valid face_box_recall mean: 0.566219 2020-06-16 22:00:03.552: INFO @log_variables: valid body_box_recall mean: 0.876378 2020-06-16 22:00:03.552: INFO @log_variables: valid face_box_precision mean: 0.464703 2020-06-16 22:00:03.552: INFO @log_variables: valid face_fp mean: 1.282234 2020-06-16 22:00:03.552: INFO @log_variables: valid face_fn mean: 0.649114 2020-06-16 22:00:03.552: INFO @log_variables: valid body_fp mean: 1.521900 2020-06-16 22:00:03.552: INFO @log_variables: valid body_fn mean: 0.870817 2020-06-16 22:00:03.552: INFO @log_variables: valid body_box_precision mean: 0.804979 2020-06-16 22:00:03.552: INFO @log_variables: valid loss mean: 1.334996 2020-06-16 22:00:03.552: INFO @log_variables: valid localisation_loss mean: 1.087577 2020-06-16 22:00:03.552: INFO @log_variables: valid classification_loss mean: 0.682450 2020-06-16 22:00:03.552: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 22:00:03.555: INFO @log_profile : T plain_train: 343.037696 2020-06-16 22:00:03.556: INFO @log_profile : T valid: 20.106512 2020-06-16 22:00:03.556: INFO @log_profile : T read data: 10.775831 2020-06-16 22:00:03.556: INFO @log_profile : T hooks: 28.736010 2020-06-16 22:00:03.556: INFO @main_loop : Epoch 214 done 2020-06-16 22:00:03.556: INFO @main_loop : Training epoch 215 2020-06-16 22:06:48.514: INFO @decay_lr : LR updated to `3.4037872e-05` 2020-06-16 22:06:48.530: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 22:06:48.530: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 22:06:48.530: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 22:06:48.530: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 22:06:48.530: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 22:06:48.530: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 22:06:48.530: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 22:06:48.530: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 22:06:48.530: INFO @log_variables: plain_train face_fp mean: nan 2020-06-16 22:06:48.530: INFO @log_variables: plain_train face_fn mean: nan 2020-06-16 22:06:48.530: INFO @log_variables: plain_train body_fp mean: nan 2020-06-16 22:06:48.530: INFO @log_variables: plain_train body_fn mean: nan 2020-06-16 22:06:48.530: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-16 22:06:48.530: INFO @log_variables: plain_train loss mean: 1.302267 2020-06-16 22:06:48.531: INFO @log_variables: plain_train localisation_loss mean: 1.047818 2020-06-16 22:06:48.531: INFO @log_variables: plain_train classification_loss mean: 0.673576 2020-06-16 22:06:48.531: INFO @log_variables: valid box_f1 mean: 0.792881 2020-06-16 22:06:48.531: INFO @log_variables: valid box_recall mean: 0.837743 2020-06-16 22:06:48.531: INFO @log_variables: valid box_precision mean: 0.775079 2020-06-16 22:06:48.531: INFO @log_variables: valid face_box_f1 mean: 0.502557 2020-06-16 22:06:48.531: INFO @log_variables: valid body_box_f1 mean: 0.831732 2020-06-16 22:06:48.531: INFO @log_variables: valid face_box_recall mean: 0.553998 2020-06-16 22:06:48.531: INFO @log_variables: valid body_box_recall mean: 0.865715 2020-06-16 22:06:48.531: INFO @log_variables: valid face_box_precision mean: 0.489778 2020-06-16 22:06:48.531: INFO @log_variables: valid face_fp mean: 1.002215 2020-06-16 22:06:48.531: INFO @log_variables: valid face_fn mean: 0.697096 2020-06-16 22:06:48.531: INFO @log_variables: valid body_fp mean: 1.293553 2020-06-16 22:06:48.531: INFO @log_variables: valid body_fn mean: 0.941929 2020-06-16 22:06:48.531: INFO @log_variables: valid body_box_precision mean: 0.825226 2020-06-16 22:06:48.531: INFO @log_variables: valid loss mean: 1.363122 2020-06-16 22:06:48.531: INFO @log_variables: valid localisation_loss mean: 1.097399 2020-06-16 22:06:48.531: INFO @log_variables: valid classification_loss mean: 0.704683 2020-06-16 22:06:48.531: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 22:06:48.534: INFO @log_profile : T plain_train: 344.637852 2020-06-16 22:06:48.534: INFO @log_profile : T valid: 20.243751 2020-06-16 22:06:48.534: INFO @log_profile : T read data: 10.791817 2020-06-16 22:06:48.534: INFO @log_profile : T hooks: 27.263985 2020-06-16 22:06:48.534: INFO @main_loop : Epoch 215 done 2020-06-16 22:06:48.534: INFO @main_loop : Training epoch 216 2020-06-16 22:13:33.384: INFO @decay_lr : LR updated to `3.3867684e-05` 2020-06-16 22:13:33.400: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 22:13:33.400: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 22:13:33.400: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 22:13:33.400: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 22:13:33.400: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 22:13:33.400: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 22:13:33.400: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 22:13:33.400: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 22:13:33.400: INFO @log_variables: plain_train face_fp mean: nan 2020-06-16 22:13:33.400: INFO @log_variables: plain_train face_fn mean: nan 2020-06-16 22:13:33.400: INFO @log_variables: plain_train body_fp mean: nan 2020-06-16 22:13:33.400: INFO @log_variables: plain_train body_fn mean: nan 2020-06-16 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22:13:33.401: INFO @log_variables: valid face_fp mean: 1.144193 2020-06-16 22:13:33.401: INFO @log_variables: valid face_fn mean: 0.676427 2020-06-16 22:13:33.401: INFO @log_variables: valid body_fp mean: 1.529281 2020-06-16 22:13:33.401: INFO @log_variables: valid body_fn mean: 0.860236 2020-06-16 22:13:33.401: INFO @log_variables: valid body_box_precision mean: 0.803520 2020-06-16 22:13:33.401: INFO @log_variables: valid loss mean: 1.330245 2020-06-16 22:13:33.401: INFO @log_variables: valid localisation_loss mean: 1.082476 2020-06-16 22:13:33.401: INFO @log_variables: valid classification_loss mean: 0.680759 2020-06-16 22:13:33.401: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 22:13:33.404: INFO @log_profile : T plain_train: 343.989582 2020-06-16 22:13:33.404: INFO @log_profile : T valid: 20.143445 2020-06-16 22:13:33.404: INFO @log_profile : T read data: 10.683045 2020-06-16 22:13:33.404: INFO @log_profile : T hooks: 28.025834 2020-06-16 22:13:33.404: INFO @main_loop : Epoch 216 done 2020-06-16 22:13:33.404: INFO @main_loop : Training epoch 217 2020-06-16 22:20:18.680: INFO @decay_lr : LR updated to `3.3698347e-05` 2020-06-16 22:20:18.695: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 22:20:18.695: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 22:20:18.695: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 22:20:18.695: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 22:20:18.695: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 22:20:18.695: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 22:20:18.695: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 22:20:18.695: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 22:20:18.696: INFO @log_variables: plain_train face_fp mean: nan 2020-06-16 22:20:18.696: INFO @log_variables: plain_train face_fn mean: nan 2020-06-16 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@log_variables: valid body_box_recall mean: 0.867820 2020-06-16 22:20:18.696: INFO @log_variables: valid face_box_precision mean: 0.467951 2020-06-16 22:20:18.696: INFO @log_variables: valid face_fp mean: 1.244833 2020-06-16 22:20:18.696: INFO @log_variables: valid face_fn mean: 0.667077 2020-06-16 22:20:18.696: INFO @log_variables: valid body_fp mean: 1.298720 2020-06-16 22:20:18.696: INFO @log_variables: valid body_fn mean: 0.933809 2020-06-16 22:20:18.697: INFO @log_variables: valid body_box_precision mean: 0.826938 2020-06-16 22:20:18.697: INFO @log_variables: valid loss mean: 1.328917 2020-06-16 22:20:18.697: INFO @log_variables: valid localisation_loss mean: 1.079539 2020-06-16 22:20:18.697: INFO @log_variables: valid classification_loss mean: 0.681193 2020-06-16 22:20:18.697: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 22:20:18.700: INFO @log_profile : T plain_train: 344.112026 2020-06-16 22:20:18.700: INFO @log_profile : T valid: 20.243184 2020-06-16 22:20:18.700: INFO @log_profile : T read data: 10.820372 2020-06-16 22:20:18.700: INFO @log_profile : T hooks: 28.075920 2020-06-16 22:20:18.700: INFO @main_loop : Epoch 217 done 2020-06-16 22:20:18.700: INFO @main_loop : Training epoch 218 2020-06-16 22:27:03.676: INFO @decay_lr : LR updated to `3.3529854e-05` 2020-06-16 22:27:03.692: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 22:27:03.692: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 22:27:03.692: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 22:27:03.692: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 22:27:03.692: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 22:27:03.692: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 22:27:03.692: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 22:27:03.692: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 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valid body_box_f1 mean: 0.836866 2020-06-16 22:27:03.693: INFO @log_variables: valid face_box_recall mean: 0.558725 2020-06-16 22:27:03.693: INFO @log_variables: valid body_box_recall mean: 0.862522 2020-06-16 22:27:03.693: INFO @log_variables: valid face_box_precision mean: 0.490567 2020-06-16 22:27:03.693: INFO @log_variables: valid face_fp mean: 1.028543 2020-06-16 22:27:03.693: INFO @log_variables: valid face_fn mean: 0.682333 2020-06-16 22:27:03.693: INFO @log_variables: valid body_fp mean: 1.181102 2020-06-16 22:27:03.693: INFO @log_variables: valid body_fn mean: 0.973425 2020-06-16 22:27:03.693: INFO @log_variables: valid body_box_precision mean: 0.836692 2020-06-16 22:27:03.693: INFO @log_variables: valid loss mean: 1.342572 2020-06-16 22:27:03.693: INFO @log_variables: valid localisation_loss mean: 1.080949 2020-06-16 22:27:03.693: INFO @log_variables: valid classification_loss mean: 0.694003 2020-06-16 22:27:03.693: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 22:27:03.862: INFO @save : Model saved to: ./log/DetectionBodyFace-overheadAll-headCovered/model_best.ckpt 2020-06-16 22:27:03.876: INFO @log_profile : T plain_train: 343.999237 2020-06-16 22:27:03.877: INFO @log_profile : T valid: 20.331489 2020-06-16 22:27:03.877: INFO @log_profile : T read data: 10.838800 2020-06-16 22:27:03.877: INFO @log_profile : T hooks: 27.970562 2020-06-16 22:27:03.877: INFO @main_loop : Epoch 218 done 2020-06-16 22:27:03.877: INFO @main_loop : Training epoch 219 2020-06-16 22:33:49.303: INFO @decay_lr : LR updated to `3.3362205e-05` 2020-06-16 22:33:49.318: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 22:33:49.318: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 22:33:49.318: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 22:33:49.318: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 22:33:49.318: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 22:33:49.318: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 22:33:49.318: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 22:33:49.318: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 22:33:49.318: INFO @log_variables: plain_train face_fp mean: nan 2020-06-16 22:33:49.318: INFO @log_variables: plain_train face_fn mean: nan 2020-06-16 22:33:49.319: INFO @log_variables: plain_train body_fp mean: nan 2020-06-16 22:33:49.319: INFO @log_variables: plain_train body_fn mean: nan 2020-06-16 22:33:49.319: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-16 22:33:49.319: INFO @log_variables: plain_train loss mean: 1.299161 2020-06-16 22:33:49.319: INFO @log_variables: plain_train localisation_loss mean: 1.048884 2020-06-16 22:33:49.319: INFO @log_variables: plain_train classification_loss mean: 0.669831 2020-06-16 22:33:49.319: INFO @log_variables: valid box_f1 mean: 0.789088 2020-06-16 22:33:49.319: INFO @log_variables: valid box_recall mean: 0.839455 2020-06-16 22:33:49.319: INFO @log_variables: valid box_precision mean: 0.766833 2020-06-16 22:33:49.319: INFO @log_variables: valid face_box_f1 mean: 0.499474 2020-06-16 22:33:49.319: INFO @log_variables: valid body_box_f1 mean: 0.833479 2020-06-16 22:33:49.319: INFO @log_variables: valid face_box_recall mean: 0.567148 2020-06-16 22:33:49.319: INFO @log_variables: valid body_box_recall mean: 0.864675 2020-06-16 22:33:49.319: INFO @log_variables: valid face_box_precision mean: 0.475431 2020-06-16 22:33:49.319: INFO @log_variables: valid face_fp mean: 1.191929 2020-06-16 22:33:49.319: INFO @log_variables: valid face_fn mean: 0.654528 2020-06-16 22:33:49.319: INFO @log_variables: valid body_fp mean: 1.249754 2020-06-16 22:33:49.319: INFO @log_variables: valid body_fn mean: 0.962352 2020-06-16 22:33:49.319: INFO @log_variables: valid body_box_precision mean: 0.829539 2020-06-16 22:33:49.319: INFO @log_variables: valid loss mean: 1.334020 2020-06-16 22:33:49.319: INFO @log_variables: valid localisation_loss mean: 1.087171 2020-06-16 22:33:49.319: INFO @log_variables: valid classification_loss mean: 0.681717 2020-06-16 22:33:49.319: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 22:33:49.322: INFO @log_profile : T plain_train: 344.042574 2020-06-16 22:33:49.322: INFO @log_profile : T valid: 20.456010 2020-06-16 22:33:49.322: INFO @log_profile : T read data: 10.950816 2020-06-16 22:33:49.323: INFO @log_profile : T hooks: 27.959020 2020-06-16 22:33:49.323: INFO @main_loop : Epoch 219 done 2020-06-16 22:33:49.323: INFO @main_loop : Training epoch 220 2020-06-16 22:40:33.348: INFO @decay_lr : LR updated to `3.3195392e-05` 2020-06-16 22:40:33.364: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 22:40:33.364: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 22:40:33.364: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 22:40:33.364: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 22:40:33.364: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 22:40:33.364: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 22:40:33.364: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 22:40:33.364: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 22:40:33.364: INFO @log_variables: plain_train face_fp mean: nan 2020-06-16 22:40:33.364: INFO @log_variables: plain_train face_fn mean: nan 2020-06-16 22:40:33.364: INFO @log_variables: plain_train body_fp mean: nan 2020-06-16 22:40:33.364: INFO @log_variables: plain_train body_fn mean: nan 2020-06-16 22:40:33.364: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-16 22:40:33.364: INFO @log_variables: plain_train loss mean: 1.300312 2020-06-16 22:40:33.365: INFO @log_variables: plain_train localisation_loss mean: 1.049083 2020-06-16 22:40:33.365: INFO @log_variables: plain_train classification_loss mean: 0.670862 2020-06-16 22:40:33.365: INFO @log_variables: valid box_f1 mean: 0.783055 2020-06-16 22:40:33.365: INFO @log_variables: valid box_recall mean: 0.846735 2020-06-16 22:40:33.365: INFO @log_variables: valid box_precision mean: 0.750105 2020-06-16 22:40:33.365: INFO @log_variables: valid face_box_f1 mean: 0.495696 2020-06-16 22:40:33.365: INFO @log_variables: valid body_box_f1 mean: 0.825770 2020-06-16 22:40:33.365: INFO @log_variables: valid face_box_recall mean: 0.562443 2020-06-16 22:40:33.365: INFO @log_variables: valid body_box_recall mean: 0.875119 2020-06-16 22:40:33.365: INFO @log_variables: valid face_box_precision mean: 0.472797 2020-06-16 22:40:33.365: INFO @log_variables: valid face_fp mean: 1.190207 2020-06-16 22:40:33.365: INFO @log_variables: valid face_fn mean: 0.675443 2020-06-16 22:40:33.365: INFO @log_variables: valid body_fp mean: 1.492126 2020-06-16 22:40:33.365: INFO @log_variables: valid body_fn mean: 0.883858 2020-06-16 22:40:33.365: INFO @log_variables: valid body_box_precision mean: 0.806302 2020-06-16 22:40:33.365: INFO @log_variables: valid loss mean: 1.331448 2020-06-16 22:40:33.365: INFO @log_variables: valid localisation_loss mean: 1.087111 2020-06-16 22:40:33.365: INFO @log_variables: valid classification_loss mean: 0.679181 2020-06-16 22:40:33.365: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 22:40:33.368: INFO @log_profile : T plain_train: 343.557797 2020-06-16 22:40:33.368: INFO @log_profile : T valid: 20.060075 2020-06-16 22:40:33.368: INFO @log_profile : T read data: 10.806558 2020-06-16 22:40:33.368: INFO @log_profile : T hooks: 27.591561 2020-06-16 22:40:33.368: INFO @main_loop : Epoch 220 done 2020-06-16 22:40:33.368: INFO @main_loop : Training epoch 221 2020-06-16 22:47:18.218: INFO @decay_lr : LR updated to `3.3029417e-05` 2020-06-16 22:47:18.238: INFO @log_variables: plain_train box_f1 mean: nan 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@log_variables: plain_train loss mean: 1.302176 2020-06-16 22:47:18.238: INFO @log_variables: plain_train localisation_loss mean: 1.053268 2020-06-16 22:47:18.238: INFO @log_variables: plain_train classification_loss mean: 0.670215 2020-06-16 22:47:18.238: INFO @log_variables: valid box_f1 mean: 0.794407 2020-06-16 22:47:18.239: INFO @log_variables: valid box_recall mean: 0.834238 2020-06-16 22:47:18.239: INFO @log_variables: valid box_precision mean: 0.781039 2020-06-16 22:47:18.239: INFO @log_variables: valid face_box_f1 mean: 0.508127 2020-06-16 22:47:18.239: INFO @log_variables: valid body_box_f1 mean: 0.832670 2020-06-16 22:47:18.239: INFO @log_variables: valid face_box_recall mean: 0.557872 2020-06-16 22:47:18.239: INFO @log_variables: valid body_box_recall mean: 0.860571 2020-06-16 22:47:18.239: INFO @log_variables: valid face_box_precision mean: 0.495772 2020-06-16 22:47:18.239: INFO @log_variables: valid face_fp mean: 0.979085 2020-06-16 22:47:18.239: INFO @log_variables: 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face_box_precision mean: 0.461462 2020-06-16 22:54:03.827: INFO @log_variables: valid face_fp mean: 1.291339 2020-06-16 22:54:03.827: INFO @log_variables: valid face_fn mean: 0.667815 2020-06-16 22:54:03.827: INFO @log_variables: valid body_fp mean: 1.514026 2020-06-16 22:54:03.827: INFO @log_variables: valid body_fn mean: 0.880167 2020-06-16 22:54:03.827: INFO @log_variables: valid body_box_precision mean: 0.804668 2020-06-16 22:54:03.827: INFO @log_variables: valid loss mean: 1.321214 2020-06-16 22:54:03.827: INFO @log_variables: valid localisation_loss mean: 1.067790 2020-06-16 22:54:03.827: INFO @log_variables: valid classification_loss mean: 0.680540 2020-06-16 22:54:03.828: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 22:54:03.830: INFO @log_profile : T plain_train: 344.651427 2020-06-16 22:54:03.830: INFO @log_profile : T valid: 20.246552 2020-06-16 22:54:03.830: INFO @log_profile : T read data: 10.711175 2020-06-16 22:54:03.830: INFO @log_profile : T hooks: 27.936232 2020-06-16 22:54:03.831: INFO @main_loop : Epoch 222 done 2020-06-16 22:54:03.831: INFO @main_loop : Training epoch 223 2020-06-16 23:00:48.862: INFO @decay_lr : LR updated to `3.269995e-05` 2020-06-16 23:00:48.877: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 23:00:48.878: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 23:00:48.878: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 23:00:48.878: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 23:00:48.878: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 23:00:48.878: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 23:00:48.878: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 23:00:48.878: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 23:00:48.878: INFO @log_variables: plain_train face_fp mean: nan 2020-06-16 23:00:48.878: INFO @log_variables: 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23:00:48.882: INFO @log_profile : T valid: 20.257111 2020-06-16 23:00:48.882: INFO @log_profile : T read data: 10.838701 2020-06-16 23:00:48.882: INFO @log_profile : T hooks: 27.872405 2020-06-16 23:00:48.882: INFO @main_loop : Epoch 223 done 2020-06-16 23:00:48.882: INFO @main_loop : Training epoch 224 2020-06-16 23:07:32.979: INFO @decay_lr : LR updated to `3.2536453e-05` 2020-06-16 23:07:32.994: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 23:07:32.995: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 23:07:32.995: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 23:07:32.995: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 23:07:32.995: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 23:07:32.995: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 23:07:32.995: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 23:07:32.995: INFO @log_variables: plain_train 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2020-06-16 23:07:32.996: INFO @log_variables: valid body_box_f1 mean: 0.833687 2020-06-16 23:07:32.996: INFO @log_variables: valid face_box_recall mean: 0.572133 2020-06-16 23:07:32.996: INFO @log_variables: valid body_box_recall mean: 0.870674 2020-06-16 23:07:32.996: INFO @log_variables: valid face_box_precision mean: 0.477631 2020-06-16 23:07:32.996: INFO @log_variables: valid face_fp mean: 1.213829 2020-06-16 23:07:32.996: INFO @log_variables: valid face_fn mean: 0.645915 2020-06-16 23:07:32.996: INFO @log_variables: valid body_fp mean: 1.333907 2020-06-16 23:07:32.996: INFO @log_variables: valid body_fn mean: 0.921014 2020-06-16 23:07:32.996: INFO @log_variables: valid body_box_precision mean: 0.823875 2020-06-16 23:07:32.996: INFO @log_variables: valid loss mean: 1.329329 2020-06-16 23:07:32.996: INFO @log_variables: valid localisation_loss mean: 1.074832 2020-06-16 23:07:32.996: INFO @log_variables: valid classification_loss mean: 0.684430 2020-06-16 23:07:32.996: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 23:07:32.999: INFO @log_profile : T plain_train: 343.534154 2020-06-16 23:07:32.999: INFO @log_profile : T valid: 20.090145 2020-06-16 23:07:32.999: INFO @log_profile : T read data: 10.633072 2020-06-16 23:07:32.999: INFO @log_profile : T hooks: 27.831249 2020-06-16 23:07:32.999: INFO @main_loop : Epoch 224 done 2020-06-16 23:07:32.999: INFO @main_loop : Training epoch 225 2020-06-16 23:14:18.556: INFO @decay_lr : LR updated to `3.237377e-05` 2020-06-16 23:14:18.571: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 23:14:18.572: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 23:14:18.572: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 23:14:18.572: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 23:14:18.572: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 23:14:18.572: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 23:14:18.572: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 23:14:18.572: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 23:14:18.572: INFO @log_variables: plain_train face_fp mean: nan 2020-06-16 23:14:18.572: INFO @log_variables: plain_train face_fn mean: nan 2020-06-16 23:14:18.572: INFO @log_variables: plain_train body_fp mean: nan 2020-06-16 23:14:18.572: INFO @log_variables: plain_train body_fn mean: nan 2020-06-16 23:14:18.572: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-16 23:14:18.572: INFO @log_variables: plain_train loss mean: 1.301877 2020-06-16 23:14:18.572: INFO @log_variables: plain_train localisation_loss mean: 1.052021 2020-06-16 23:14:18.572: INFO @log_variables: plain_train classification_loss mean: 0.670664 2020-06-16 23:14:18.572: INFO @log_variables: valid box_f1 mean: 0.789214 2020-06-16 23:14:18.572: INFO @log_variables: valid box_recall mean: 0.840199 2020-06-16 23:14:18.572: INFO @log_variables: valid box_precision mean: 0.765961 2020-06-16 23:14:18.573: INFO @log_variables: valid face_box_f1 mean: 0.498384 2020-06-16 23:14:18.573: INFO @log_variables: valid body_box_f1 mean: 0.833125 2020-06-16 23:14:18.573: INFO @log_variables: valid face_box_recall mean: 0.563811 2020-06-16 23:14:18.573: INFO @log_variables: valid body_box_recall mean: 0.865827 2020-06-16 23:14:18.573: INFO @log_variables: valid face_box_precision mean: 0.475449 2020-06-16 23:14:18.573: INFO @log_variables: valid face_fp mean: 1.163386 2020-06-16 23:14:18.573: INFO @log_variables: valid face_fn mean: 0.657726 2020-06-16 23:14:18.573: INFO @log_variables: valid body_fp mean: 1.288386 2020-06-16 23:14:18.573: INFO @log_variables: valid body_fn mean: 0.945620 2020-06-16 23:14:18.573: INFO @log_variables: valid body_box_precision mean: 0.826386 2020-06-16 23:14:18.573: INFO @log_variables: valid loss mean: 1.345910 2020-06-16 23:14:18.573: INFO @log_variables: valid localisation_loss mean: 1.096771 2020-06-16 23:14:18.573: INFO @log_variables: valid classification_loss mean: 0.687847 2020-06-16 23:14:18.573: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 23:14:18.576: INFO @log_profile : T plain_train: 344.329704 2020-06-16 23:14:18.576: INFO @log_profile : T valid: 20.127742 2020-06-16 23:14:18.576: INFO @log_profile : T read data: 11.058461 2020-06-16 23:14:18.576: INFO @log_profile : T hooks: 28.006604 2020-06-16 23:14:18.576: INFO @main_loop : Epoch 225 done 2020-06-16 23:14:18.576: INFO @main_loop : Training epoch 226 2020-06-16 23:21:02.973: INFO @decay_lr : LR updated to `3.22119e-05` 2020-06-16 23:21:02.988: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 23:21:02.988: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 23:21:02.988: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 23:21:02.988: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 23:21:02.988: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 23:21:02.988: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 23:21:02.988: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 23:21:02.988: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 23:21:02.989: INFO @log_variables: plain_train face_fp mean: nan 2020-06-16 23:21:02.989: INFO @log_variables: plain_train face_fn mean: nan 2020-06-16 23:21:02.989: INFO @log_variables: plain_train body_fp mean: nan 2020-06-16 23:21:02.989: INFO @log_variables: plain_train body_fn mean: nan 2020-06-16 23:21:02.989: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-16 23:21:02.989: INFO @log_variables: plain_train loss mean: 1.289760 2020-06-16 23:21:02.989: INFO @log_variables: plain_train localisation_loss mean: 1.042385 2020-06-16 23:21:02.989: INFO @log_variables: plain_train classification_loss mean: 0.664329 2020-06-16 23:21:02.989: INFO @log_variables: valid box_f1 mean: 0.792266 2020-06-16 23:21:02.989: INFO @log_variables: valid box_recall mean: 0.838505 2020-06-16 23:21:02.989: INFO @log_variables: valid box_precision mean: 0.772619 2020-06-16 23:21:02.989: INFO @log_variables: valid face_box_f1 mean: 0.501459 2020-06-16 23:21:02.989: INFO @log_variables: valid body_box_f1 mean: 0.833854 2020-06-16 23:21:02.989: INFO @log_variables: valid face_box_recall mean: 0.558965 2020-06-16 23:21:02.989: INFO @log_variables: valid body_box_recall mean: 0.864634 2020-06-16 23:21:02.989: INFO @log_variables: valid face_box_precision mean: 0.483352 2020-06-16 23:21:02.989: INFO @log_variables: valid face_fp mean: 1.072589 2020-06-16 23:21:02.989: INFO @log_variables: valid face_fn mean: 0.684547 2020-06-16 23:21:02.989: INFO @log_variables: valid body_fp mean: 1.251230 2020-06-16 23:21:02.989: INFO @log_variables: valid body_fn mean: 0.951280 2020-06-16 23:21:02.990: INFO @log_variables: valid body_box_precision mean: 0.829114 2020-06-16 23:21:02.990: INFO @log_variables: valid loss mean: 1.339305 2020-06-16 23:21:02.990: INFO @log_variables: valid localisation_loss mean: 1.079639 2020-06-16 23:21:02.990: INFO @log_variables: valid classification_loss mean: 0.691522 2020-06-16 23:21:02.990: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 23:21:02.993: INFO @log_profile : T plain_train: 343.904710 2020-06-16 23:21:02.993: INFO @log_profile : T valid: 20.171690 2020-06-16 23:21:02.993: INFO @log_profile : T read data: 10.791172 2020-06-16 23:21:02.993: INFO @log_profile : T hooks: 27.523596 2020-06-16 23:21:02.993: INFO @main_loop : Epoch 226 done 2020-06-16 23:21:02.993: INFO @main_loop : Training epoch 227 2020-06-16 23:27:47.791: INFO @decay_lr : LR updated to `3.205084e-05` 2020-06-16 23:27:47.808: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 23:27:47.808: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 23:27:47.808: INFO 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localisation_loss mean: 1.042295 2020-06-16 23:27:47.808: INFO @log_variables: plain_train classification_loss mean: 0.667486 2020-06-16 23:27:47.809: INFO @log_variables: valid box_f1 mean: 0.793183 2020-06-16 23:27:47.809: INFO @log_variables: valid box_recall mean: 0.834877 2020-06-16 23:27:47.809: INFO @log_variables: valid box_precision mean: 0.777979 2020-06-16 23:27:47.809: INFO @log_variables: valid face_box_f1 mean: 0.504843 2020-06-16 23:27:47.809: INFO @log_variables: valid body_box_f1 mean: 0.835120 2020-06-16 23:27:47.809: INFO @log_variables: valid face_box_recall mean: 0.562036 2020-06-16 23:27:47.809: INFO @log_variables: valid body_box_recall mean: 0.860876 2020-06-16 23:27:47.809: INFO @log_variables: valid face_box_precision mean: 0.486479 2020-06-16 23:27:47.809: INFO @log_variables: valid face_fp mean: 1.070374 2020-06-16 23:27:47.809: INFO @log_variables: valid face_fn mean: 0.674705 2020-06-16 23:27:47.809: INFO @log_variables: valid body_fp mean: 1.178150 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23:34:32.747: INFO @main_loop : Training epoch 229 2020-06-16 23:41:17.260: INFO @decay_lr : LR updated to `3.1731135e-05` 2020-06-16 23:41:17.277: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 23:41:17.277: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 23:41:17.277: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 23:41:17.277: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 23:41:17.277: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 23:41:17.277: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 23:41:17.277: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 23:41:17.277: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 23:41:17.277: INFO @log_variables: plain_train face_fp mean: nan 2020-06-16 23:41:17.278: INFO @log_variables: plain_train face_fn mean: nan 2020-06-16 23:41:17.278: INFO @log_variables: plain_train body_fp mean: 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23:41:17.278: INFO @log_variables: valid face_box_precision mean: 0.475516 2020-06-16 23:41:17.278: INFO @log_variables: valid face_fp mean: 1.170276 2020-06-16 23:41:17.278: INFO @log_variables: valid face_fn mean: 0.674213 2020-06-16 23:41:17.278: INFO @log_variables: valid body_fp mean: 1.246801 2020-06-16 23:41:17.278: INFO @log_variables: valid body_fn mean: 0.944882 2020-06-16 23:41:17.278: INFO @log_variables: valid body_box_precision mean: 0.830252 2020-06-16 23:41:17.278: INFO @log_variables: valid loss mean: 1.321241 2020-06-16 23:41:17.279: INFO @log_variables: valid localisation_loss mean: 1.069006 2020-06-16 23:41:17.279: INFO @log_variables: valid classification_loss mean: 0.679838 2020-06-16 23:41:17.279: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 23:41:17.282: INFO @log_profile : T plain_train: 344.050232 2020-06-16 23:41:17.282: INFO @log_profile : T valid: 20.037599 2020-06-16 23:41:17.282: INFO @log_profile : T read data: 10.896844 2020-06-16 23:41:17.282: INFO @log_profile : T hooks: 27.515489 2020-06-16 23:41:17.282: INFO @main_loop : Epoch 229 done 2020-06-16 23:41:17.282: INFO @main_loop : Training epoch 230 2020-06-16 23:48:01.959: INFO @decay_lr : LR updated to `3.157248e-05` 2020-06-16 23:48:01.975: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 23:48:01.976: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 23:48:01.976: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 23:48:01.976: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 23:48:01.976: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 23:48:01.976: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 23:48:01.976: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 23:48:01.976: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 23:48:01.976: INFO @log_variables: plain_train face_fp mean: nan 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@log_variables: valid face_box_recall mean: 0.562577 2020-06-16 23:48:01.977: INFO @log_variables: valid body_box_recall mean: 0.865627 2020-06-16 23:48:01.977: INFO @log_variables: valid face_box_precision mean: 0.465991 2020-06-16 23:48:01.977: INFO @log_variables: valid face_fp mean: 1.252215 2020-06-16 23:48:01.977: INFO @log_variables: valid face_fn mean: 0.667569 2020-06-16 23:48:01.977: INFO @log_variables: valid body_fp mean: 1.312254 2020-06-16 23:48:01.977: INFO @log_variables: valid body_fn mean: 0.960630 2020-06-16 23:48:01.977: INFO @log_variables: valid body_box_precision mean: 0.823330 2020-06-16 23:48:01.977: INFO @log_variables: valid loss mean: 1.339621 2020-06-16 23:48:01.977: INFO @log_variables: valid localisation_loss mean: 1.096330 2020-06-16 23:48:01.977: INFO @log_variables: valid classification_loss mean: 0.681823 2020-06-16 23:48:01.977: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 23:48:01.980: INFO @log_profile : T plain_train: 343.740472 2020-06-16 23:48:01.980: INFO @log_profile : T valid: 20.263906 2020-06-16 23:48:01.980: INFO @log_profile : T read data: 10.727849 2020-06-16 23:48:01.980: INFO @log_profile : T hooks: 27.940431 2020-06-16 23:48:01.980: INFO @main_loop : Epoch 230 done 2020-06-16 23:48:01.980: INFO @main_loop : Training epoch 231 2020-06-16 23:54:47.309: INFO @decay_lr : LR updated to `3.1414616e-05` 2020-06-16 23:54:47.325: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-16 23:54:47.325: INFO @log_variables: plain_train box_recall mean: nan 2020-06-16 23:54:47.325: INFO @log_variables: plain_train box_precision mean: nan 2020-06-16 23:54:47.325: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-16 23:54:47.325: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-16 23:54:47.325: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-16 23:54:47.325: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-16 23:54:47.325: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-16 23:54:47.326: INFO @log_variables: plain_train face_fp mean: nan 2020-06-16 23:54:47.326: INFO @log_variables: plain_train face_fn mean: nan 2020-06-16 23:54:47.326: INFO @log_variables: plain_train body_fp mean: nan 2020-06-16 23:54:47.326: INFO @log_variables: plain_train body_fn mean: nan 2020-06-16 23:54:47.326: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-16 23:54:47.326: INFO @log_variables: plain_train loss mean: 1.290498 2020-06-16 23:54:47.326: INFO @log_variables: plain_train localisation_loss mean: 1.040191 2020-06-16 23:54:47.326: INFO @log_variables: plain_train classification_loss mean: 0.666383 2020-06-16 23:54:47.326: INFO @log_variables: valid box_f1 mean: 0.787934 2020-06-16 23:54:47.326: INFO @log_variables: valid box_recall mean: 0.843666 2020-06-16 23:54:47.326: INFO @log_variables: valid box_precision mean: 0.761048 2020-06-16 23:54:47.326: INFO @log_variables: valid face_box_f1 mean: 0.499146 2020-06-16 23:54:47.326: INFO @log_variables: valid body_box_f1 mean: 0.830264 2020-06-16 23:54:47.326: INFO @log_variables: valid face_box_recall mean: 0.564231 2020-06-16 23:54:47.326: INFO @log_variables: valid body_box_recall mean: 0.869491 2020-06-16 23:54:47.326: INFO @log_variables: valid face_box_precision mean: 0.476765 2020-06-16 23:54:47.326: INFO @log_variables: valid face_fp mean: 1.170522 2020-06-16 23:54:47.326: INFO @log_variables: valid face_fn mean: 0.665108 2020-06-16 23:54:47.326: INFO @log_variables: valid body_fp mean: 1.360974 2020-06-16 23:54:47.327: INFO @log_variables: valid body_fn mean: 0.924213 2020-06-16 23:54:47.327: INFO @log_variables: valid body_box_precision mean: 0.818707 2020-06-16 23:54:47.327: INFO @log_variables: valid loss mean: 1.322846 2020-06-16 23:54:47.327: INFO @log_variables: valid localisation_loss mean: 1.074722 2020-06-16 23:54:47.327: INFO @log_variables: valid classification_loss mean: 0.678013 2020-06-16 23:54:47.327: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-16 23:54:47.330: INFO @log_profile : T plain_train: 344.464206 2020-06-16 23:54:47.330: INFO @log_profile : T valid: 20.126904 2020-06-16 23:54:47.330: INFO @log_profile : T read data: 10.790991 2020-06-16 23:54:47.330: INFO @log_profile : T hooks: 27.931511 2020-06-16 23:54:47.330: INFO @main_loop : Epoch 231 done 2020-06-16 23:54:47.330: INFO @main_loop : Training epoch 232 2020-06-17 00:01:32.173: INFO @decay_lr : LR updated to `3.1257543e-05` 2020-06-17 00:01:32.188: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 00:01:32.188: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 00:01:32.188: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 00:01:32.188: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 00:01:32.188: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 00:01:32.188: INFO @log_variables: 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mean: 0.836979 2020-06-17 00:01:32.189: INFO @log_variables: valid box_precision mean: 0.776461 2020-06-17 00:01:32.189: INFO @log_variables: valid face_box_f1 mean: 0.504252 2020-06-17 00:01:32.189: INFO @log_variables: valid body_box_f1 mean: 0.834142 2020-06-17 00:01:32.189: INFO @log_variables: valid face_box_recall mean: 0.559910 2020-06-17 00:01:32.189: INFO @log_variables: valid body_box_recall mean: 0.863041 2020-06-17 00:01:32.189: INFO @log_variables: valid face_box_precision mean: 0.488002 2020-06-17 00:01:32.189: INFO @log_variables: valid face_fp mean: 1.062500 2020-06-17 00:01:32.189: INFO @log_variables: valid face_fn mean: 0.675689 2020-06-17 00:01:32.189: INFO @log_variables: valid body_fp mean: 1.241880 2020-06-17 00:01:32.189: INFO @log_variables: valid body_fn mean: 0.967028 2020-06-17 00:01:32.189: INFO @log_variables: valid body_box_precision mean: 0.832249 2020-06-17 00:01:32.189: INFO @log_variables: valid loss mean: 1.338351 2020-06-17 00:01:32.189: INFO @log_variables: valid localisation_loss mean: 1.080897 2020-06-17 00:01:32.189: INFO @log_variables: valid classification_loss mean: 0.689813 2020-06-17 00:01:32.190: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 00:01:32.192: INFO @log_profile : T plain_train: 343.904758 2020-06-17 00:01:32.193: INFO @log_profile : T valid: 20.253766 2020-06-17 00:01:32.193: INFO @log_profile : T read data: 10.803797 2020-06-17 00:01:32.193: INFO @log_profile : T hooks: 27.858362 2020-06-17 00:01:32.193: INFO @main_loop : Epoch 232 done 2020-06-17 00:01:32.193: INFO @main_loop : Training epoch 233 2020-06-17 00:08:17.131: INFO @decay_lr : LR updated to `3.1101255e-05` 2020-06-17 00:08:17.147: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 00:08:17.147: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 00:08:17.147: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 00:08:17.147: INFO @log_variables: plain_train 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@log_variables: plain_train localisation_loss mean: 1.040400 2020-06-17 00:15:01.715: INFO @log_variables: plain_train classification_loss mean: 0.663365 2020-06-17 00:15:01.715: INFO @log_variables: valid box_f1 mean: 0.786380 2020-06-17 00:15:01.715: INFO @log_variables: valid box_recall mean: 0.845951 2020-06-17 00:15:01.715: INFO @log_variables: valid box_precision mean: 0.756222 2020-06-17 00:15:01.715: INFO @log_variables: valid face_box_f1 mean: 0.497246 2020-06-17 00:15:01.715: INFO @log_variables: valid body_box_f1 mean: 0.831425 2020-06-17 00:15:01.715: INFO @log_variables: valid face_box_recall mean: 0.566116 2020-06-17 00:15:01.715: INFO @log_variables: valid body_box_recall mean: 0.871798 2020-06-17 00:15:01.715: INFO @log_variables: valid face_box_precision mean: 0.471714 2020-06-17 00:15:01.715: INFO @log_variables: valid face_fp mean: 1.237205 2020-06-17 00:15:01.715: INFO @log_variables: valid face_fn mean: 0.657972 2020-06-17 00:15:01.715: INFO @log_variables: valid body_fp mean: 1.356545 2020-06-17 00:15:01.715: INFO @log_variables: valid body_fn mean: 0.903789 2020-06-17 00:15:01.715: INFO @log_variables: valid body_box_precision mean: 0.818769 2020-06-17 00:15:01.715: INFO @log_variables: valid loss mean: 1.319278 2020-06-17 00:15:01.715: INFO @log_variables: valid localisation_loss mean: 1.069722 2020-06-17 00:15:01.715: INFO @log_variables: valid classification_loss mean: 0.677444 2020-06-17 00:15:01.715: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 00:15:01.718: INFO @log_profile : T plain_train: 344.199851 2020-06-17 00:15:01.718: INFO @log_profile : T valid: 20.023619 2020-06-17 00:15:01.718: INFO @log_profile : T read data: 10.880538 2020-06-17 00:15:01.718: INFO @log_profile : T hooks: 27.433806 2020-06-17 00:15:01.718: INFO @main_loop : Epoch 234 done 2020-06-17 00:15:01.719: INFO @main_loop : Training epoch 235 2020-06-17 00:21:45.713: INFO @decay_lr : LR updated to `3.079102e-05` 2020-06-17 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face_fp mean: 1.146407 2020-06-17 00:21:45.731: INFO @log_variables: valid face_fn mean: 0.664862 2020-06-17 00:21:45.731: INFO @log_variables: valid body_fp mean: 1.400591 2020-06-17 00:21:45.731: INFO @log_variables: valid body_fn mean: 0.896900 2020-06-17 00:21:45.731: INFO @log_variables: valid body_box_precision mean: 0.816208 2020-06-17 00:21:45.731: INFO @log_variables: valid loss mean: 1.317151 2020-06-17 00:21:45.731: INFO @log_variables: valid localisation_loss mean: 1.063473 2020-06-17 00:21:45.731: INFO @log_variables: valid classification_loss mean: 0.679068 2020-06-17 00:21:45.731: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 00:21:45.734: INFO @log_profile : T plain_train: 343.597168 2020-06-17 00:21:45.734: INFO @log_profile : T valid: 20.139740 2020-06-17 00:21:45.734: INFO @log_profile : T read data: 10.676719 2020-06-17 00:21:45.734: INFO @log_profile : T hooks: 27.572623 2020-06-17 00:21:45.734: INFO @main_loop : Epoch 235 done 2020-06-17 00:21:45.735: INFO @main_loop : Training epoch 236 2020-06-17 00:28:31.391: INFO @decay_lr : LR updated to `3.0637064e-05` 2020-06-17 00:28:31.406: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 00:28:31.406: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 00:28:31.407: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 00:28:31.407: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 00:28:31.407: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 00:28:31.407: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 00:28:31.407: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 00:28:31.407: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-17 00:28:31.407: INFO @log_variables: plain_train face_fp mean: nan 2020-06-17 00:28:31.407: INFO @log_variables: plain_train face_fn mean: nan 2020-06-17 00:28:31.407: INFO @log_variables: plain_train 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2020-06-17 00:28:31.408: INFO @log_variables: valid face_box_precision mean: 0.478024 2020-06-17 00:28:31.408: INFO @log_variables: valid face_fp mean: 1.123031 2020-06-17 00:28:31.408: INFO @log_variables: valid face_fn mean: 0.675443 2020-06-17 00:28:31.408: INFO @log_variables: valid body_fp mean: 1.324557 2020-06-17 00:28:31.408: INFO @log_variables: valid body_fn mean: 0.915846 2020-06-17 00:28:31.408: INFO @log_variables: valid body_box_precision mean: 0.822012 2020-06-17 00:28:31.408: INFO @log_variables: valid loss mean: 1.316837 2020-06-17 00:28:31.408: INFO @log_variables: valid localisation_loss mean: 1.068656 2020-06-17 00:28:31.408: INFO @log_variables: valid classification_loss mean: 0.675643 2020-06-17 00:28:31.408: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 00:28:31.411: INFO @log_profile : T plain_train: 344.476423 2020-06-17 00:28:31.411: INFO @log_profile : T valid: 20.286229 2020-06-17 00:28:31.411: INFO @log_profile : T read data: 10.793478 2020-06-17 00:28:31.411: INFO @log_profile : T hooks: 28.085625 2020-06-17 00:28:31.411: INFO @main_loop : Epoch 236 done 2020-06-17 00:28:31.412: INFO @main_loop : Training epoch 237 2020-06-17 00:35:16.882: INFO @decay_lr : LR updated to `3.0483878e-05` 2020-06-17 00:35:16.899: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 00:35:16.899: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 00:35:16.899: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 00:35:16.899: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 00:35:16.899: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 00:35:16.899: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 00:35:16.899: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 00:35:16.899: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-17 00:35:16.899: INFO @log_variables: plain_train face_fp mean: nan 2020-06-17 00:35:16.899: INFO @log_variables: plain_train face_fn mean: nan 2020-06-17 00:35:16.899: INFO @log_variables: plain_train body_fp mean: nan 2020-06-17 00:35:16.899: INFO @log_variables: plain_train body_fn mean: nan 2020-06-17 00:35:16.899: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-17 00:35:16.899: INFO @log_variables: plain_train loss mean: 1.291567 2020-06-17 00:35:16.900: INFO @log_variables: plain_train localisation_loss mean: 1.044996 2020-06-17 00:35:16.900: INFO @log_variables: plain_train classification_loss mean: 0.664570 2020-06-17 00:35:16.900: INFO @log_variables: valid box_f1 mean: 0.784602 2020-06-17 00:35:16.900: INFO @log_variables: valid box_recall mean: 0.845398 2020-06-17 00:35:16.900: INFO @log_variables: valid box_precision mean: 0.753057 2020-06-17 00:35:16.900: INFO @log_variables: valid face_box_f1 mean: 0.492948 2020-06-17 00:35:16.900: INFO @log_variables: valid body_box_f1 mean: 0.830901 2020-06-17 00:35:16.900: INFO @log_variables: valid face_box_recall mean: 0.567350 2020-06-17 00:35:16.900: INFO @log_variables: valid body_box_recall mean: 0.870675 2020-06-17 00:35:16.900: INFO @log_variables: valid face_box_precision mean: 0.463947 2020-06-17 00:35:16.900: INFO @log_variables: valid face_fp mean: 1.288632 2020-06-17 00:35:16.900: INFO @log_variables: valid face_fn mean: 0.653543 2020-06-17 00:35:16.900: INFO @log_variables: valid body_fp mean: 1.348425 2020-06-17 00:35:16.900: INFO @log_variables: valid body_fn mean: 0.915108 2020-06-17 00:35:16.900: INFO @log_variables: valid body_box_precision mean: 0.818083 2020-06-17 00:35:16.900: INFO @log_variables: valid loss mean: 1.321069 2020-06-17 00:35:16.900: INFO @log_variables: valid localisation_loss mean: 1.072214 2020-06-17 00:35:16.900: INFO @log_variables: valid classification_loss mean: 0.677741 2020-06-17 00:35:16.900: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 00:35:16.903: INFO @log_profile : T plain_train: 343.918144 2020-06-17 00:35:16.903: INFO @log_profile : T valid: 20.192740 2020-06-17 00:35:16.903: INFO @log_profile : T read data: 10.931307 2020-06-17 00:35:16.903: INFO @log_profile : T hooks: 28.408342 2020-06-17 00:35:16.903: INFO @main_loop : Epoch 237 done 2020-06-17 00:35:16.903: INFO @main_loop : Training epoch 238 2020-06-17 00:42:02.152: INFO @decay_lr : LR updated to `3.033146e-05` 2020-06-17 00:42:02.168: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 00:42:02.168: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 00:42:02.168: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 00:42:02.169: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 00:42:02.169: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 00:42:02.169: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 00:42:02.169: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 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@log_variables: valid face_box_f1 mean: 0.498654 2020-06-17 00:42:02.169: INFO @log_variables: valid body_box_f1 mean: 0.830735 2020-06-17 00:42:02.169: INFO @log_variables: valid face_box_recall mean: 0.568325 2020-06-17 00:42:02.170: INFO @log_variables: valid body_box_recall mean: 0.866313 2020-06-17 00:42:02.170: INFO @log_variables: valid face_box_precision mean: 0.473290 2020-06-17 00:42:02.170: INFO @log_variables: valid face_fp mean: 1.215305 2020-06-17 00:42:02.170: INFO @log_variables: valid face_fn mean: 0.650098 2020-06-17 00:42:02.170: INFO @log_variables: valid body_fp mean: 1.299213 2020-06-17 00:42:02.170: INFO @log_variables: valid body_fn mean: 0.949803 2020-06-17 00:42:02.170: INFO @log_variables: valid body_box_precision mean: 0.822943 2020-06-17 00:42:02.170: INFO @log_variables: valid loss mean: 1.336633 2020-06-17 00:42:02.170: INFO @log_variables: valid localisation_loss mean: 1.085522 2020-06-17 00:42:02.170: INFO @log_variables: valid classification_loss mean: 0.685320 2020-06-17 00:42:02.170: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 00:42:02.173: INFO @log_profile : T plain_train: 344.502364 2020-06-17 00:42:02.173: INFO @log_profile : T valid: 20.073893 2020-06-17 00:42:02.173: INFO @log_profile : T read data: 10.784617 2020-06-17 00:42:02.173: INFO @log_profile : T hooks: 27.851721 2020-06-17 00:42:02.173: INFO @main_loop : Epoch 238 done 2020-06-17 00:42:02.173: INFO @main_loop : Training epoch 239 2020-06-17 00:48:47.855: INFO @decay_lr : LR updated to `3.0179803e-05` 2020-06-17 00:48:47.870: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 00:48:47.871: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 00:48:47.871: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 00:48:47.871: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 00:48:47.871: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 00:48:47.871: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 00:48:47.871: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 00:48:47.871: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-17 00:48:47.871: INFO @log_variables: plain_train face_fp mean: nan 2020-06-17 00:48:47.871: INFO @log_variables: plain_train face_fn mean: nan 2020-06-17 00:48:47.871: INFO @log_variables: plain_train body_fp mean: nan 2020-06-17 00:48:47.871: INFO @log_variables: plain_train body_fn mean: nan 2020-06-17 00:48:47.871: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-17 00:48:47.871: INFO @log_variables: plain_train loss mean: 1.290016 2020-06-17 00:48:47.871: INFO @log_variables: plain_train localisation_loss mean: 1.040789 2020-06-17 00:48:47.871: INFO @log_variables: plain_train classification_loss mean: 0.665542 2020-06-17 00:48:47.871: INFO @log_variables: valid box_f1 mean: 0.790147 2020-06-17 00:48:47.871: INFO @log_variables: valid box_recall mean: 0.839471 2020-06-17 00:48:47.871: INFO @log_variables: valid box_precision mean: 0.768532 2020-06-17 00:48:47.871: INFO @log_variables: valid face_box_f1 mean: 0.494546 2020-06-17 00:48:47.871: INFO @log_variables: valid body_box_f1 mean: 0.836884 2020-06-17 00:48:47.871: INFO @log_variables: valid face_box_recall mean: 0.562998 2020-06-17 00:48:47.872: INFO @log_variables: valid body_box_recall mean: 0.864790 2020-06-17 00:48:47.872: INFO @log_variables: valid face_box_precision mean: 0.470586 2020-06-17 00:48:47.872: INFO @log_variables: valid face_fp mean: 1.220226 2020-06-17 00:48:47.872: INFO @log_variables: valid face_fn mean: 0.662402 2020-06-17 00:48:47.872: INFO @log_variables: valid body_fp mean: 1.198819 2020-06-17 00:48:47.872: INFO @log_variables: valid body_fn mean: 0.968012 2020-06-17 00:48:47.872: INFO @log_variables: valid body_box_precision mean: 0.835369 2020-06-17 00:48:47.872: INFO @log_variables: valid loss mean: 1.335286 2020-06-17 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LR updated to `2.9729365e-05` 2020-06-17 01:09:03.779: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 01:09:03.779: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 01:09:03.779: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 01:09:03.779: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 01:09:03.779: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 01:09:03.779: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 01:09:03.779: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 01:09:03.779: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-17 01:09:03.779: INFO @log_variables: plain_train face_fp mean: nan 2020-06-17 01:09:03.779: INFO @log_variables: plain_train face_fn mean: nan 2020-06-17 01:09:03.779: INFO @log_variables: plain_train body_fp mean: nan 2020-06-17 01:09:03.779: INFO @log_variables: plain_train body_fn mean: nan 2020-06-17 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01:09:03.784: INFO @main_loop : Epoch 242 done 2020-06-17 01:09:03.784: INFO @main_loop : Training epoch 243 2020-06-17 01:15:47.817: INFO @decay_lr : LR updated to `2.9580719e-05` 2020-06-17 01:15:47.832: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 01:15:47.832: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 01:15:47.832: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 01:15:47.832: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 01:15:47.832: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 01:15:47.832: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 01:15:47.832: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 01:15:47.832: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-17 01:15:47.832: INFO @log_variables: plain_train face_fp mean: nan 2020-06-17 01:15:47.832: INFO @log_variables: plain_train face_fn mean: nan 2020-06-17 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@log_variables: valid body_box_recall mean: 0.871477 2020-06-17 01:15:47.833: INFO @log_variables: valid face_box_precision mean: 0.481633 2020-06-17 01:15:47.833: INFO @log_variables: valid face_fp mean: 1.089321 2020-06-17 01:15:47.833: INFO @log_variables: valid face_fn mean: 0.674705 2020-06-17 01:15:47.833: INFO @log_variables: valid body_fp mean: 1.411171 2020-06-17 01:15:47.833: INFO @log_variables: valid body_fn mean: 0.905020 2020-06-17 01:15:47.833: INFO @log_variables: valid body_box_precision mean: 0.814368 2020-06-17 01:15:47.833: INFO @log_variables: valid loss mean: 1.331877 2020-06-17 01:15:47.833: INFO @log_variables: valid localisation_loss mean: 1.086509 2020-06-17 01:15:47.833: INFO @log_variables: valid classification_loss mean: 0.679971 2020-06-17 01:15:47.833: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 01:15:47.836: INFO @log_profile : T plain_train: 343.248649 2020-06-17 01:15:47.836: INFO @log_profile : T valid: 20.178859 2020-06-17 01:15:47.836: INFO @log_profile : T read data: 10.795188 2020-06-17 01:15:47.837: INFO @log_profile : T hooks: 27.795163 2020-06-17 01:15:47.837: INFO @main_loop : Epoch 243 done 2020-06-17 01:15:47.837: INFO @main_loop : Training epoch 244 2020-06-17 01:22:32.775: INFO @decay_lr : LR updated to `2.9432815e-05` 2020-06-17 01:22:32.791: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 01:22:32.791: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 01:22:32.791: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 01:22:32.791: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 01:22:32.791: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 01:22:32.791: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 01:22:32.791: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 01:22:32.791: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-17 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./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 01:22:32.795: INFO @log_profile : T plain_train: 344.182577 2020-06-17 01:22:32.795: INFO @log_profile : T valid: 20.054923 2020-06-17 01:22:32.795: INFO @log_profile : T read data: 10.911247 2020-06-17 01:22:32.795: INFO @log_profile : T hooks: 27.770323 2020-06-17 01:22:32.796: INFO @main_loop : Epoch 244 done 2020-06-17 01:22:32.796: INFO @main_loop : Training epoch 245 2020-06-17 01:29:17.558: INFO @decay_lr : LR updated to `2.9285651e-05` 2020-06-17 01:29:17.573: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 01:29:17.574: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 01:29:17.574: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 01:29:17.574: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 01:29:17.574: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 01:29:17.574: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 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@log_variables: valid box_precision mean: 0.769821 2020-06-17 01:29:17.575: INFO @log_variables: valid face_box_f1 mean: 0.500353 2020-06-17 01:29:17.575: INFO @log_variables: valid body_box_f1 mean: 0.832715 2020-06-17 01:29:17.575: INFO @log_variables: valid face_box_recall mean: 0.559308 2020-06-17 01:29:17.575: INFO @log_variables: valid body_box_recall mean: 0.866572 2020-06-17 01:29:17.575: INFO @log_variables: valid face_box_precision mean: 0.481303 2020-06-17 01:29:17.575: INFO @log_variables: valid face_fp mean: 1.102362 2020-06-17 01:29:17.575: INFO @log_variables: valid face_fn mean: 0.671260 2020-06-17 01:29:17.575: INFO @log_variables: valid body_fp mean: 1.294291 2020-06-17 01:29:17.575: INFO @log_variables: valid body_fn mean: 0.951033 2020-06-17 01:29:17.575: INFO @log_variables: valid body_box_precision mean: 0.825400 2020-06-17 01:29:17.575: INFO @log_variables: valid loss mean: 1.332818 2020-06-17 01:29:17.575: INFO @log_variables: valid localisation_loss mean: 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@log_variables: valid box_f1 mean: 0.790127 2020-06-17 01:36:02.432: INFO @log_variables: valid box_recall mean: 0.842260 2020-06-17 01:36:02.432: INFO @log_variables: valid box_precision mean: 0.765828 2020-06-17 01:36:02.432: INFO @log_variables: valid face_box_f1 mean: 0.498223 2020-06-17 01:36:02.432: INFO @log_variables: valid body_box_f1 mean: 0.834863 2020-06-17 01:36:02.432: INFO @log_variables: valid face_box_recall mean: 0.565881 2020-06-17 01:36:02.432: INFO @log_variables: valid body_box_recall mean: 0.867348 2020-06-17 01:36:02.432: INFO @log_variables: valid face_box_precision mean: 0.474017 2020-06-17 01:36:02.432: INFO @log_variables: valid face_fp mean: 1.192175 2020-06-17 01:36:02.432: INFO @log_variables: valid face_fn mean: 0.655512 2020-06-17 01:36:02.432: INFO @log_variables: valid body_fp mean: 1.267224 2020-06-17 01:36:02.432: INFO @log_variables: valid body_fn mean: 0.939961 2020-06-17 01:36:02.432: INFO @log_variables: valid body_box_precision mean: 0.828796 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01:49:31.595: INFO @main_loop : Training epoch 249 2020-06-17 01:56:16.630: INFO @decay_lr : LR updated to `2.8704317e-05` 2020-06-17 01:56:16.647: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 01:56:16.647: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 01:56:16.647: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 01:56:16.647: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 01:56:16.647: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 01:56:16.647: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 01:56:16.647: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 01:56:16.647: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-17 01:56:16.647: INFO @log_variables: plain_train face_fp mean: nan 2020-06-17 01:56:16.648: INFO @log_variables: plain_train face_fn mean: nan 2020-06-17 01:56:16.648: INFO @log_variables: plain_train body_fp mean: nan 2020-06-17 01:56:16.648: INFO @log_variables: plain_train body_fn mean: nan 2020-06-17 01:56:16.648: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-17 01:56:16.648: INFO @log_variables: plain_train loss mean: 1.279332 2020-06-17 01:56:16.648: INFO @log_variables: plain_train localisation_loss mean: 1.033625 2020-06-17 01:56:16.648: INFO @log_variables: plain_train classification_loss mean: 0.659157 2020-06-17 01:56:16.648: INFO @log_variables: valid box_f1 mean: 0.791791 2020-06-17 01:56:16.648: INFO @log_variables: valid box_recall mean: 0.844503 2020-06-17 01:56:16.648: INFO @log_variables: valid box_precision mean: 0.767628 2020-06-17 01:56:16.648: INFO @log_variables: valid face_box_f1 mean: 0.502439 2020-06-17 01:56:16.648: INFO @log_variables: valid body_box_f1 mean: 0.832687 2020-06-17 01:56:16.648: INFO @log_variables: valid face_box_recall mean: 0.561751 2020-06-17 01:56:16.648: INFO @log_variables: valid body_box_recall mean: 0.872182 2020-06-17 01:56:16.648: INFO @log_variables: valid face_box_precision mean: 0.483481 2020-06-17 01:56:16.648: INFO @log_variables: valid face_fp mean: 1.109006 2020-06-17 01:56:16.648: INFO @log_variables: valid face_fn mean: 0.666585 2020-06-17 01:56:16.648: INFO @log_variables: valid body_fp mean: 1.344488 2020-06-17 01:56:16.648: INFO @log_variables: valid body_fn mean: 0.906496 2020-06-17 01:56:16.648: INFO @log_variables: valid body_box_precision mean: 0.820995 2020-06-17 01:56:16.648: INFO @log_variables: valid loss mean: 1.320994 2020-06-17 01:56:16.649: INFO @log_variables: valid localisation_loss mean: 1.069426 2020-06-17 01:56:16.649: INFO @log_variables: valid classification_loss mean: 0.679339 2020-06-17 01:56:16.649: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 01:56:16.652: INFO @log_profile : T plain_train: 343.861734 2020-06-17 01:56:16.652: INFO @log_profile : T valid: 20.331637 2020-06-17 01:56:16.652: INFO @log_profile : T read data: 10.688578 2020-06-17 01:56:16.652: INFO @log_profile : T hooks: 28.132463 2020-06-17 01:56:16.652: INFO @main_loop : Epoch 249 done 2020-06-17 01:56:16.652: INFO @main_loop : Training epoch 250 2020-06-17 02:03:02.298: INFO @decay_lr : LR updated to `2.8560795e-05` 2020-06-17 02:03:02.313: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 02:03:02.313: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 02:03:02.313: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 02:03:02.313: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 02:03:02.313: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 02:03:02.313: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 02:03:02.314: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 02:03:02.314: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-17 02:03:02.314: INFO @log_variables: plain_train face_fp mean: nan 2020-06-17 02:03:02.314: INFO @log_variables: plain_train face_fn mean: nan 2020-06-17 02:03:02.314: INFO @log_variables: plain_train body_fp mean: nan 2020-06-17 02:03:02.314: INFO @log_variables: plain_train body_fn mean: nan 2020-06-17 02:03:02.314: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-17 02:03:02.314: INFO @log_variables: plain_train loss mean: 1.283324 2020-06-17 02:03:02.314: INFO @log_variables: plain_train localisation_loss mean: 1.036687 2020-06-17 02:03:02.314: INFO @log_variables: plain_train classification_loss mean: 0.661312 2020-06-17 02:03:02.314: INFO @log_variables: valid box_f1 mean: 0.785968 2020-06-17 02:03:02.314: INFO @log_variables: valid box_recall mean: 0.843977 2020-06-17 02:03:02.314: INFO @log_variables: valid box_precision mean: 0.757123 2020-06-17 02:03:02.314: INFO @log_variables: valid face_box_f1 mean: 0.494101 2020-06-17 02:03:02.314: INFO @log_variables: valid body_box_f1 mean: 0.832704 2020-06-17 02:03:02.314: INFO @log_variables: valid face_box_recall mean: 0.562750 2020-06-17 02:03:02.314: INFO @log_variables: valid body_box_recall mean: 0.871029 2020-06-17 02:03:02.314: INFO @log_variables: valid face_box_precision mean: 0.468502 2020-06-17 02:03:02.314: INFO @log_variables: valid face_fp mean: 1.248770 2020-06-17 02:03:02.314: INFO @log_variables: valid face_fn mean: 0.669783 2020-06-17 02:03:02.314: INFO @log_variables: valid body_fp mean: 1.354331 2020-06-17 02:03:02.314: INFO @log_variables: valid body_fn mean: 0.916339 2020-06-17 02:03:02.315: INFO @log_variables: valid body_box_precision mean: 0.821927 2020-06-17 02:03:02.315: INFO @log_variables: valid loss mean: 1.318774 2020-06-17 02:03:02.315: INFO @log_variables: valid localisation_loss mean: 1.070165 2020-06-17 02:03:02.315: INFO @log_variables: valid classification_loss mean: 0.676675 2020-06-17 02:03:02.315: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 02:03:02.317: INFO @log_profile : T plain_train: 344.269343 2020-06-17 02:03:02.318: INFO @log_profile : T valid: 20.329182 2020-06-17 02:03:02.318: INFO @log_profile : T read data: 10.940267 2020-06-17 02:03:02.318: INFO @log_profile : T hooks: 28.088689 2020-06-17 02:03:02.318: INFO @main_loop : Epoch 250 done 2020-06-17 02:03:02.318: INFO @main_loop : Training epoch 251 2020-06-17 02:09:46.019: INFO @decay_lr : LR updated to `2.8417991e-05` 2020-06-17 02:09:46.036: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 02:09:46.036: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 02:09:46.036: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 02:09:46.036: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 02:09:46.036: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 02:09:46.036: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 02:09:46.036: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 02:09:46.036: 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face_box_f1 mean: 0.501967 2020-06-17 02:09:46.037: INFO @log_variables: valid body_box_f1 mean: 0.832133 2020-06-17 02:09:46.037: INFO @log_variables: valid face_box_recall mean: 0.564358 2020-06-17 02:09:46.037: INFO @log_variables: valid body_box_recall mean: 0.856250 2020-06-17 02:09:46.037: INFO @log_variables: valid face_box_precision mean: 0.481598 2020-06-17 02:09:46.037: INFO @log_variables: valid face_fp mean: 1.126230 2020-06-17 02:09:46.037: INFO @log_variables: valid face_fn mean: 0.675197 2020-06-17 02:09:46.037: INFO @log_variables: valid body_fp mean: 1.178888 2020-06-17 02:09:46.037: INFO @log_variables: valid body_fn mean: 1.020669 2020-06-17 02:09:46.037: INFO @log_variables: valid body_box_precision mean: 0.834586 2020-06-17 02:09:46.037: INFO @log_variables: valid loss mean: 1.341132 2020-06-17 02:09:46.037: INFO @log_variables: valid localisation_loss mean: 1.075888 2020-06-17 02:09:46.038: INFO @log_variables: valid classification_loss mean: 0.695599 2020-06-17 02:09:46.038: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 02:09:46.040: INFO @log_profile : T plain_train: 343.377900 2020-06-17 02:09:46.041: INFO @log_profile : T valid: 20.047047 2020-06-17 02:09:46.041: INFO @log_profile : T read data: 10.763044 2020-06-17 02:09:46.041: INFO @log_profile : T hooks: 27.520639 2020-06-17 02:09:46.041: INFO @main_loop : Epoch 251 done 2020-06-17 02:09:46.041: INFO @main_loop : Training epoch 252 2020-06-17 02:16:30.283: INFO @decay_lr : LR updated to `2.8275901e-05` 2020-06-17 02:16:30.299: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 02:16:30.299: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 02:16:30.299: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 02:16:30.300: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 02:16:30.300: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 02:16:30.300: INFO @log_variables: 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mean: 0.841910 2020-06-17 02:16:30.300: INFO @log_variables: valid box_precision mean: 0.769113 2020-06-17 02:16:30.300: INFO @log_variables: valid face_box_f1 mean: 0.500330 2020-06-17 02:16:30.300: INFO @log_variables: valid body_box_f1 mean: 0.835105 2020-06-17 02:16:30.300: INFO @log_variables: valid face_box_recall mean: 0.561843 2020-06-17 02:16:30.300: INFO @log_variables: valid body_box_recall mean: 0.867789 2020-06-17 02:16:30.300: INFO @log_variables: valid face_box_precision mean: 0.479887 2020-06-17 02:16:30.300: INFO @log_variables: valid face_fp mean: 1.135581 2020-06-17 02:16:30.301: INFO @log_variables: valid face_fn mean: 0.671260 2020-06-17 02:16:30.301: INFO @log_variables: valid body_fp mean: 1.269931 2020-06-17 02:16:30.301: INFO @log_variables: valid body_fn mean: 0.926427 2020-06-17 02:16:30.301: INFO @log_variables: valid body_box_precision mean: 0.828927 2020-06-17 02:16:30.301: INFO @log_variables: valid loss mean: 1.325171 2020-06-17 02:16:30.301: INFO @log_variables: valid localisation_loss mean: 1.073507 2020-06-17 02:16:30.301: INFO @log_variables: valid classification_loss mean: 0.681067 2020-06-17 02:16:30.301: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 02:16:30.304: INFO @log_profile : T plain_train: 344.251588 2020-06-17 02:16:30.304: INFO @log_profile : T valid: 20.009691 2020-06-17 02:16:30.304: INFO @log_profile : T read data: 10.801292 2020-06-17 02:16:30.304: INFO @log_profile : T hooks: 27.177911 2020-06-17 02:16:30.304: INFO @main_loop : Epoch 252 done 2020-06-17 02:16:30.304: INFO @main_loop : Training epoch 253 2020-06-17 02:23:14.910: INFO @decay_lr : LR updated to `2.8134522e-05` 2020-06-17 02:23:14.926: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 02:23:14.926: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 02:23:14.926: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 02:23:14.926: INFO @log_variables: plain_train 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0.661008 2020-06-17 02:23:14.927: INFO @log_variables: valid box_f1 mean: 0.790729 2020-06-17 02:23:14.927: INFO @log_variables: valid box_recall mean: 0.838329 2020-06-17 02:23:14.927: INFO @log_variables: valid box_precision mean: 0.770480 2020-06-17 02:23:14.927: INFO @log_variables: valid face_box_f1 mean: 0.498066 2020-06-17 02:23:14.927: INFO @log_variables: valid body_box_f1 mean: 0.833085 2020-06-17 02:23:14.927: INFO @log_variables: valid face_box_recall mean: 0.556544 2020-06-17 02:23:14.927: INFO @log_variables: valid body_box_recall mean: 0.866306 2020-06-17 02:23:14.927: INFO @log_variables: valid face_box_precision mean: 0.479367 2020-06-17 02:23:14.927: INFO @log_variables: valid face_fp mean: 1.090797 2020-06-17 02:23:14.927: INFO @log_variables: valid face_fn mean: 0.675935 2020-06-17 02:23:14.927: INFO @log_variables: valid body_fp mean: 1.282726 2020-06-17 02:23:14.927: INFO @log_variables: valid body_fn mean: 0.944636 2020-06-17 02:23:14.927: INFO @log_variables: 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@log_variables: plain_train localisation_loss mean: 1.043685 2020-06-17 02:30:00.641: INFO @log_variables: plain_train classification_loss mean: 0.661909 2020-06-17 02:30:00.641: INFO @log_variables: valid box_f1 mean: 0.789112 2020-06-17 02:30:00.641: INFO @log_variables: valid box_recall mean: 0.846724 2020-06-17 02:30:00.641: INFO @log_variables: valid box_precision mean: 0.760744 2020-06-17 02:30:00.642: INFO @log_variables: valid face_box_f1 mean: 0.498738 2020-06-17 02:30:00.642: INFO @log_variables: valid body_box_f1 mean: 0.833169 2020-06-17 02:30:00.642: INFO @log_variables: valid face_box_recall mean: 0.563017 2020-06-17 02:30:00.642: INFO @log_variables: valid body_box_recall mean: 0.873396 2020-06-17 02:30:00.642: INFO @log_variables: valid face_box_precision mean: 0.476909 2020-06-17 02:30:00.642: INFO @log_variables: valid face_fp mean: 1.181594 2020-06-17 02:30:00.642: INFO @log_variables: valid face_fn mean: 0.670276 2020-06-17 02:30:00.642: INFO @log_variables: valid body_fp mean: 1.363927 2020-06-17 02:30:00.642: INFO @log_variables: valid body_fn mean: 0.903297 2020-06-17 02:30:00.642: INFO @log_variables: valid body_box_precision mean: 0.820760 2020-06-17 02:30:00.642: INFO @log_variables: valid loss mean: 1.314143 2020-06-17 02:30:00.642: INFO @log_variables: valid localisation_loss mean: 1.069970 2020-06-17 02:30:00.642: INFO @log_variables: valid classification_loss mean: 0.672161 2020-06-17 02:30:00.642: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 02:30:00.645: INFO @log_profile : T plain_train: 344.196902 2020-06-17 02:30:00.645: INFO @log_profile : T valid: 20.441696 2020-06-17 02:30:00.645: INFO @log_profile : T read data: 10.795573 2020-06-17 02:30:00.646: INFO @log_profile : T hooks: 28.236199 2020-06-17 02:30:00.646: INFO @main_loop : Epoch 254 done 2020-06-17 02:30:00.646: INFO @main_loop : Training epoch 255 2020-06-17 02:36:46.094: INFO @decay_lr : LR updated to `2.785388e-05` 2020-06-17 02:36:46.109: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 02:36:46.110: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 02:36:46.110: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 02:36:46.110: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 02:36:46.110: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 02:36:46.110: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 02:36:46.110: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 02:36:46.110: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-17 02:36:46.110: INFO @log_variables: plain_train face_fp mean: nan 2020-06-17 02:36:46.110: INFO @log_variables: plain_train face_fn mean: nan 2020-06-17 02:36:46.110: INFO @log_variables: plain_train body_fp mean: nan 2020-06-17 02:36:46.110: INFO @log_variables: plain_train body_fn mean: nan 2020-06-17 02:36:46.110: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-17 02:36:46.110: INFO @log_variables: plain_train loss mean: 1.278580 2020-06-17 02:36:46.110: INFO @log_variables: plain_train localisation_loss mean: 1.033710 2020-06-17 02:36:46.110: INFO @log_variables: plain_train classification_loss mean: 0.658354 2020-06-17 02:36:46.110: INFO @log_variables: valid box_f1 mean: 0.787332 2020-06-17 02:36:46.110: INFO @log_variables: valid box_recall mean: 0.844618 2020-06-17 02:36:46.111: INFO @log_variables: valid box_precision mean: 0.759461 2020-06-17 02:36:46.111: INFO @log_variables: valid face_box_f1 mean: 0.494131 2020-06-17 02:36:46.111: INFO @log_variables: valid body_box_f1 mean: 0.834640 2020-06-17 02:36:46.111: INFO @log_variables: valid face_box_recall mean: 0.564789 2020-06-17 02:36:46.111: INFO @log_variables: valid body_box_recall mean: 0.870274 2020-06-17 02:36:46.111: INFO @log_variables: valid face_box_precision mean: 0.468424 2020-06-17 02:36:46.111: INFO @log_variables: valid face_fp mean: 1.251476 2020-06-17 02:36:46.111: INFO @log_variables: valid face_fn mean: 0.661171 2020-06-17 02:36:46.111: INFO @log_variables: valid body_fp mean: 1.297490 2020-06-17 02:36:46.111: INFO @log_variables: valid body_fn mean: 0.914862 2020-06-17 02:36:46.111: INFO @log_variables: valid body_box_precision mean: 0.826344 2020-06-17 02:36:46.111: INFO @log_variables: valid loss mean: 1.331062 2020-06-17 02:36:46.111: INFO @log_variables: valid localisation_loss mean: 1.088041 2020-06-17 02:36:46.111: INFO @log_variables: valid classification_loss mean: 0.678237 2020-06-17 02:36:46.111: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 02:36:46.114: INFO @log_profile : T plain_train: 344.319367 2020-06-17 02:36:46.114: INFO @log_profile : T valid: 20.279192 2020-06-17 02:36:46.114: INFO @log_profile : T read data: 10.886626 2020-06-17 02:36:46.114: INFO @log_profile : T hooks: 27.951005 2020-06-17 02:36:46.114: INFO @main_loop : Epoch 255 done 2020-06-17 02:36:46.114: INFO @main_loop : Training epoch 256 2020-06-17 02:43:31.171: INFO @decay_lr : LR updated to `2.771461e-05` 2020-06-17 02:43:31.186: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 02:43:31.187: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 02:43:31.187: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 02:43:31.187: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 02:43:31.187: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 02:43:31.187: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 02:43:31.187: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 02:43:31.187: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-17 02:43:31.187: INFO @log_variables: plain_train face_fp mean: nan 2020-06-17 02:43:31.187: INFO @log_variables: plain_train face_fn mean: nan 2020-06-17 02:43:31.187: INFO @log_variables: plain_train 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2020-06-17 02:43:31.188: INFO @log_variables: valid face_box_precision mean: 0.481959 2020-06-17 02:43:31.188: INFO @log_variables: valid face_fp mean: 1.119833 2020-06-17 02:43:31.188: INFO @log_variables: valid face_fn mean: 0.673228 2020-06-17 02:43:31.188: INFO @log_variables: valid body_fp mean: 1.271654 2020-06-17 02:43:31.188: INFO @log_variables: valid body_fn mean: 0.920768 2020-06-17 02:43:31.188: INFO @log_variables: valid body_box_precision mean: 0.829372 2020-06-17 02:43:31.188: INFO @log_variables: valid loss mean: 1.323782 2020-06-17 02:43:31.188: INFO @log_variables: valid localisation_loss mean: 1.066848 2020-06-17 02:43:31.188: INFO @log_variables: valid classification_loss mean: 0.683673 2020-06-17 02:43:31.188: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 02:43:31.191: INFO @log_profile : T plain_train: 344.069380 2020-06-17 02:43:31.191: INFO @log_profile : T valid: 20.340067 2020-06-17 02:43:31.191: INFO @log_profile : T read data: 10.773512 2020-06-17 02:43:31.191: INFO @log_profile : T hooks: 27.855514 2020-06-17 02:43:31.192: INFO @main_loop : Epoch 256 done 2020-06-17 02:43:31.192: INFO @main_loop : Training epoch 257 2020-06-17 02:50:15.991: INFO @decay_lr : LR updated to `2.7576038e-05` 2020-06-17 02:50:16.006: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 02:50:16.006: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 02:50:16.006: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 02:50:16.006: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 02:50:16.006: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 02:50:16.007: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 02:50:16.007: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 02:50:16.007: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-17 02:50:16.007: INFO @log_variables: plain_train face_fp mean: 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INFO @log_variables: valid face_box_recall mean: 0.566345 2020-06-17 02:50:16.007: INFO @log_variables: valid body_box_recall mean: 0.873355 2020-06-17 02:50:16.007: INFO @log_variables: valid face_box_precision mean: 0.473529 2020-06-17 02:50:16.007: INFO @log_variables: valid face_fp mean: 1.204232 2020-06-17 02:50:16.007: INFO @log_variables: valid face_fn mean: 0.658219 2020-06-17 02:50:16.008: INFO @log_variables: valid body_fp mean: 1.400098 2020-06-17 02:50:16.008: INFO @log_variables: valid body_fn mean: 0.895915 2020-06-17 02:50:16.008: INFO @log_variables: valid body_box_precision mean: 0.815294 2020-06-17 02:50:16.008: INFO @log_variables: valid loss mean: 1.314810 2020-06-17 02:50:16.008: INFO @log_variables: valid localisation_loss mean: 1.067567 2020-06-17 02:50:16.008: INFO @log_variables: valid classification_loss mean: 0.674270 2020-06-17 02:50:16.008: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 02:50:16.011: INFO @log_profile : T plain_train: 343.866892 2020-06-17 02:50:16.011: INFO @log_profile : T valid: 20.108027 2020-06-17 02:50:16.011: INFO @log_profile : T read data: 10.924362 2020-06-17 02:50:16.011: INFO @log_profile : T hooks: 27.889187 2020-06-17 02:50:16.011: INFO @main_loop : Epoch 257 done 2020-06-17 02:50:16.011: INFO @main_loop : Training epoch 258 2020-06-17 02:57:00.721: INFO @decay_lr : LR updated to `2.7438158e-05` 2020-06-17 02:57:00.737: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 02:57:00.737: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 02:57:00.737: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 02:57:00.737: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 02:57:00.737: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 02:57:00.737: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 02:57:00.737: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 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@log_variables: valid face_box_f1 mean: 0.499482 2020-06-17 02:57:00.738: INFO @log_variables: valid body_box_f1 mean: 0.831987 2020-06-17 02:57:00.738: INFO @log_variables: valid face_box_recall mean: 0.566666 2020-06-17 02:57:00.738: INFO @log_variables: valid body_box_recall mean: 0.875596 2020-06-17 02:57:00.738: INFO @log_variables: valid face_box_precision mean: 0.475278 2020-06-17 02:57:00.738: INFO @log_variables: valid face_fp mean: 1.185039 2020-06-17 02:57:00.738: INFO @log_variables: valid face_fn mean: 0.656004 2020-06-17 02:57:00.738: INFO @log_variables: valid body_fp mean: 1.396900 2020-06-17 02:57:00.738: INFO @log_variables: valid body_fn mean: 0.883366 2020-06-17 02:57:00.738: INFO @log_variables: valid body_box_precision mean: 0.816524 2020-06-17 02:57:00.738: INFO @log_variables: valid loss mean: 1.317248 2020-06-17 02:57:00.738: INFO @log_variables: valid localisation_loss mean: 1.076270 2020-06-17 02:57:00.738: INFO @log_variables: valid classification_loss mean: 0.671486 2020-06-17 02:57:00.738: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 02:57:00.741: INFO @log_profile : T plain_train: 343.184267 2020-06-17 02:57:00.741: INFO @log_profile : T valid: 20.158723 2020-06-17 02:57:00.741: INFO @log_profile : T read data: 10.902913 2020-06-17 02:57:00.741: INFO @log_profile : T hooks: 28.463515 2020-06-17 02:57:00.741: INFO @main_loop : Epoch 258 done 2020-06-17 02:57:00.741: INFO @main_loop : Training epoch 259 2020-06-17 03:03:45.053: INFO @decay_lr : LR updated to `2.7300968e-05` 2020-06-17 03:03:45.068: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 03:03:45.068: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 03:03:45.068: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 03:03:45.068: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 03:03:45.068: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 03:03:45.068: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 03:03:45.068: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 03:03:45.068: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-17 03:03:45.068: INFO @log_variables: plain_train face_fp mean: nan 2020-06-17 03:03:45.069: INFO @log_variables: plain_train face_fn mean: nan 2020-06-17 03:03:45.069: INFO @log_variables: plain_train body_fp mean: nan 2020-06-17 03:03:45.069: INFO @log_variables: plain_train body_fn mean: nan 2020-06-17 03:03:45.069: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-17 03:03:45.069: INFO @log_variables: plain_train loss mean: 1.284377 2020-06-17 03:03:45.069: INFO @log_variables: plain_train localisation_loss mean: 1.038478 2020-06-17 03:03:45.069: INFO @log_variables: plain_train classification_loss mean: 0.661291 2020-06-17 03:03:45.069: INFO @log_variables: valid box_f1 mean: 0.783604 2020-06-17 03:03:45.069: INFO @log_variables: valid box_recall mean: 0.847364 2020-06-17 03:03:45.069: INFO @log_variables: valid box_precision mean: 0.750460 2020-06-17 03:03:45.069: INFO @log_variables: valid face_box_f1 mean: 0.489033 2020-06-17 03:03:45.069: INFO @log_variables: valid body_box_f1 mean: 0.833675 2020-06-17 03:03:45.069: INFO @log_variables: valid face_box_recall mean: 0.569994 2020-06-17 03:03:45.069: INFO @log_variables: valid body_box_recall mean: 0.872296 2020-06-17 03:03:45.069: INFO @log_variables: valid face_box_precision mean: 0.457383 2020-06-17 03:03:45.069: INFO @log_variables: valid face_fp mean: 1.344242 2020-06-17 03:03:45.069: INFO @log_variables: valid face_fn mean: 0.638041 2020-06-17 03:03:45.069: INFO @log_variables: valid body_fp mean: 1.339075 2020-06-17 03:03:45.069: INFO @log_variables: valid body_fn mean: 0.904528 2020-06-17 03:03:45.069: INFO @log_variables: valid body_box_precision mean: 0.822666 2020-06-17 03:03:45.069: INFO @log_variables: valid loss mean: 1.319162 2020-06-17 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LR updated to `2.6893498e-05` 2020-06-17 03:24:00.995: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 03:24:00.995: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 03:24:00.995: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 03:24:00.995: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 03:24:00.995: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 03:24:00.995: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 03:24:00.995: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 03:24:00.996: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-17 03:24:00.996: INFO @log_variables: plain_train face_fp mean: nan 2020-06-17 03:24:00.996: INFO @log_variables: plain_train face_fn mean: nan 2020-06-17 03:24:00.996: INFO @log_variables: plain_train body_fp mean: nan 2020-06-17 03:24:00.996: INFO @log_variables: plain_train body_fn mean: nan 2020-06-17 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03:24:01.000: INFO @main_loop : Epoch 262 done 2020-06-17 03:24:01.000: INFO @main_loop : Training epoch 263 2020-06-17 03:30:46.769: INFO @decay_lr : LR updated to `2.6759031e-05` 2020-06-17 03:30:46.784: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 03:30:46.784: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 03:30:46.784: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 03:30:46.784: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 03:30:46.784: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 03:30:46.784: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 03:30:46.784: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 03:30:46.784: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-17 03:30:46.785: INFO @log_variables: plain_train face_fp mean: nan 2020-06-17 03:30:46.785: INFO @log_variables: plain_train face_fn mean: nan 2020-06-17 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@log_variables: valid body_box_recall mean: 0.872881 2020-06-17 03:30:46.785: INFO @log_variables: valid face_box_precision mean: 0.461270 2020-06-17 03:30:46.785: INFO @log_variables: valid face_fp mean: 1.306841 2020-06-17 03:30:46.785: INFO @log_variables: valid face_fn mean: 0.651575 2020-06-17 03:30:46.785: INFO @log_variables: valid body_fp mean: 1.356299 2020-06-17 03:30:46.785: INFO @log_variables: valid body_fn mean: 0.907972 2020-06-17 03:30:46.785: INFO @log_variables: valid body_box_precision mean: 0.820564 2020-06-17 03:30:46.786: INFO @log_variables: valid loss mean: 1.314357 2020-06-17 03:30:46.786: INFO @log_variables: valid localisation_loss mean: 1.068279 2020-06-17 03:30:46.786: INFO @log_variables: valid classification_loss mean: 0.673390 2020-06-17 03:30:46.786: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 03:30:46.789: INFO @log_profile : T plain_train: 344.540012 2020-06-17 03:30:46.789: INFO @log_profile : T valid: 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./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 03:37:31.838: INFO @log_profile : T plain_train: 344.087958 2020-06-17 03:37:31.839: INFO @log_profile : T valid: 20.145367 2020-06-17 03:37:31.839: INFO @log_profile : T read data: 10.785986 2020-06-17 03:37:31.839: INFO @log_profile : T hooks: 27.993967 2020-06-17 03:37:31.839: INFO @main_loop : Epoch 264 done 2020-06-17 03:37:31.839: INFO @main_loop : Training epoch 265 2020-06-17 03:44:17.548: INFO @decay_lr : LR updated to `2.649211e-05` 2020-06-17 03:44:17.563: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 03:44:17.563: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 03:44:17.563: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 03:44:17.563: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 03:44:17.563: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 03:44:17.564: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 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@log_variables: valid box_precision mean: 0.754744 2020-06-17 03:44:17.564: INFO @log_variables: valid face_box_f1 mean: 0.496928 2020-06-17 03:44:17.564: INFO @log_variables: valid body_box_f1 mean: 0.830621 2020-06-17 03:44:17.564: INFO @log_variables: valid face_box_recall mean: 0.566939 2020-06-17 03:44:17.564: INFO @log_variables: valid body_box_recall mean: 0.872866 2020-06-17 03:44:17.564: INFO @log_variables: valid face_box_precision mean: 0.471241 2020-06-17 03:44:17.564: INFO @log_variables: valid face_fp mean: 1.237943 2020-06-17 03:44:17.565: INFO @log_variables: valid face_fn mean: 0.652067 2020-06-17 03:44:17.565: INFO @log_variables: valid body_fp mean: 1.384596 2020-06-17 03:44:17.565: INFO @log_variables: valid body_fn mean: 0.908957 2020-06-17 03:44:17.565: INFO @log_variables: valid body_box_precision mean: 0.816505 2020-06-17 03:44:17.565: INFO @log_variables: valid loss mean: 1.303701 2020-06-17 03:44:17.565: INFO @log_variables: valid localisation_loss mean: 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@log_variables: valid box_f1 mean: 0.790955 2020-06-17 03:51:03.136: INFO @log_variables: valid box_recall mean: 0.843704 2020-06-17 03:51:03.136: INFO @log_variables: valid box_precision mean: 0.766709 2020-06-17 03:51:03.136: INFO @log_variables: valid face_box_f1 mean: 0.500247 2020-06-17 03:51:03.136: INFO @log_variables: valid body_box_f1 mean: 0.834321 2020-06-17 03:51:03.136: INFO @log_variables: valid face_box_recall mean: 0.564091 2020-06-17 03:51:03.136: INFO @log_variables: valid body_box_recall mean: 0.870967 2020-06-17 03:51:03.136: INFO @log_variables: valid face_box_precision mean: 0.478140 2020-06-17 03:51:03.136: INFO @log_variables: valid face_fp mean: 1.150591 2020-06-17 03:51:03.136: INFO @log_variables: valid face_fn mean: 0.667815 2020-06-17 03:51:03.136: INFO @log_variables: valid body_fp mean: 1.301427 2020-06-17 03:51:03.136: INFO @log_variables: valid body_fn mean: 0.920276 2020-06-17 03:51:03.136: INFO @log_variables: valid body_box_precision mean: 0.824855 2020-06-17 03:51:03.136: INFO @log_variables: valid loss mean: 1.312166 2020-06-17 03:51:03.136: INFO @log_variables: valid localisation_loss mean: 1.060639 2020-06-17 03:51:03.136: INFO @log_variables: valid classification_loss mean: 0.675783 2020-06-17 03:51:03.137: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 03:51:03.139: INFO @log_profile : T plain_train: 344.291886 2020-06-17 03:51:03.139: INFO @log_profile : T valid: 20.425384 2020-06-17 03:51:03.140: INFO @log_profile : T read data: 10.884411 2020-06-17 03:51:03.140: INFO @log_profile : T hooks: 27.927366 2020-06-17 03:51:03.140: INFO @main_loop : Epoch 266 done 2020-06-17 03:51:03.140: INFO @main_loop : Training epoch 267 2020-06-17 03:57:48.325: INFO @decay_lr : LR updated to `2.622785e-05` 2020-06-17 03:57:48.340: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 03:57:48.341: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 03:57:48.341: INFO 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localisation_loss mean: 1.031947 2020-06-17 03:57:48.341: INFO @log_variables: plain_train classification_loss mean: 0.657854 2020-06-17 03:57:48.341: INFO @log_variables: valid box_f1 mean: 0.786745 2020-06-17 03:57:48.341: INFO @log_variables: valid box_recall mean: 0.846650 2020-06-17 03:57:48.341: INFO @log_variables: valid box_precision mean: 0.756601 2020-06-17 03:57:48.341: INFO @log_variables: valid face_box_f1 mean: 0.493639 2020-06-17 03:57:48.342: INFO @log_variables: valid body_box_f1 mean: 0.834323 2020-06-17 03:57:48.342: INFO @log_variables: valid face_box_recall mean: 0.568018 2020-06-17 03:57:48.342: INFO @log_variables: valid body_box_recall mean: 0.872284 2020-06-17 03:57:48.342: INFO @log_variables: valid face_box_precision mean: 0.465165 2020-06-17 03:57:48.342: INFO @log_variables: valid face_fp mean: 1.276083 2020-06-17 03:57:48.342: INFO @log_variables: valid face_fn mean: 0.649852 2020-06-17 03:57:48.342: INFO @log_variables: valid body_fp mean: 1.330463 2020-06-17 03:57:48.342: INFO @log_variables: valid body_fn mean: 0.907726 2020-06-17 03:57:48.342: INFO @log_variables: valid body_box_precision mean: 0.823659 2020-06-17 03:57:48.342: INFO @log_variables: valid loss mean: 1.310810 2020-06-17 03:57:48.342: INFO @log_variables: valid localisation_loss mean: 1.063278 2020-06-17 03:57:48.342: INFO @log_variables: valid classification_loss mean: 0.672843 2020-06-17 03:57:48.342: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 03:57:48.345: INFO @log_profile : T plain_train: 343.858894 2020-06-17 03:57:48.345: INFO @log_profile : T valid: 20.328949 2020-06-17 03:57:48.345: INFO @log_profile : T read data: 10.935607 2020-06-17 03:57:48.345: INFO @log_profile : T hooks: 28.037612 2020-06-17 03:57:48.345: INFO @main_loop : Epoch 267 done 2020-06-17 03:57:48.345: INFO @main_loop : Training epoch 268 2020-06-17 04:04:32.055: INFO @decay_lr : LR updated to `2.609671e-05` 2020-06-17 04:04:32.071: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 04:04:32.071: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 04:04:32.071: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 04:04:32.071: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 04:04:32.071: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 04:04:32.071: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 04:04:32.071: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 04:04:32.071: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-17 04:04:32.071: INFO @log_variables: plain_train face_fp mean: nan 2020-06-17 04:04:32.071: INFO @log_variables: plain_train face_fn mean: nan 2020-06-17 04:04:32.071: INFO @log_variables: plain_train body_fp mean: nan 2020-06-17 04:04:32.071: INFO @log_variables: plain_train body_fn mean: nan 2020-06-17 04:04:32.071: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-17 04:04:32.071: INFO @log_variables: plain_train loss mean: 1.273449 2020-06-17 04:04:32.071: INFO @log_variables: plain_train localisation_loss mean: 1.034403 2020-06-17 04:04:32.071: INFO @log_variables: plain_train classification_loss mean: 0.652807 2020-06-17 04:04:32.071: INFO @log_variables: valid box_f1 mean: 0.792956 2020-06-17 04:04:32.071: INFO @log_variables: valid box_recall mean: 0.844081 2020-06-17 04:04:32.071: INFO @log_variables: valid box_precision mean: 0.769045 2020-06-17 04:04:32.072: INFO @log_variables: valid face_box_f1 mean: 0.504846 2020-06-17 04:04:32.072: INFO @log_variables: valid body_box_f1 mean: 0.835834 2020-06-17 04:04:32.072: INFO @log_variables: valid face_box_recall mean: 0.567418 2020-06-17 04:04:32.072: INFO @log_variables: valid body_box_recall mean: 0.870035 2020-06-17 04:04:32.072: INFO @log_variables: valid face_box_precision mean: 0.483021 2020-06-17 04:04:32.072: INFO @log_variables: valid face_fp mean: 1.133612 2020-06-17 04:04:32.072: INFO @log_variables: valid face_fn mean: 0.655512 2020-06-17 04:04:32.072: INFO @log_variables: valid body_fp mean: 1.258858 2020-06-17 04:04:32.072: INFO @log_variables: valid body_fn mean: 0.923967 2020-06-17 04:04:32.072: INFO @log_variables: valid body_box_precision mean: 0.828054 2020-06-17 04:04:32.072: INFO @log_variables: valid loss mean: 1.330997 2020-06-17 04:04:32.072: INFO @log_variables: valid localisation_loss mean: 1.081324 2020-06-17 04:04:32.072: INFO @log_variables: valid classification_loss mean: 0.682203 2020-06-17 04:04:32.072: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 04:04:32.075: INFO @log_profile : T plain_train: 343.699501 2020-06-17 04:04:32.075: INFO @log_profile : T valid: 19.933133 2020-06-17 04:04:32.075: INFO @log_profile : T read data: 10.797914 2020-06-17 04:04:32.075: INFO @log_profile : T hooks: 27.259204 2020-06-17 04:04:32.075: INFO @main_loop : Epoch 268 done 2020-06-17 04:04:32.075: INFO @main_loop : Training epoch 269 2020-06-17 04:11:17.726: INFO @decay_lr : LR updated to `2.5966227e-05` 2020-06-17 04:11:17.742: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 04:11:17.742: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 04:11:17.742: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 04:11:17.742: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 04:11:17.742: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 04:11:17.742: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 04:11:17.742: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 04:11:17.742: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-17 04:11:17.742: INFO @log_variables: plain_train face_fp mean: nan 2020-06-17 04:11:17.742: INFO @log_variables: plain_train face_fn mean: nan 2020-06-17 04:11:17.742: INFO @log_variables: plain_train body_fp mean: nan 2020-06-17 04:11:17.742: INFO @log_variables: plain_train body_fn mean: nan 2020-06-17 04:11:17.742: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-17 04:11:17.742: INFO @log_variables: plain_train loss mean: 1.281618 2020-06-17 04:11:17.742: INFO @log_variables: plain_train localisation_loss mean: 1.033919 2020-06-17 04:11:17.742: INFO @log_variables: plain_train classification_loss mean: 0.661266 2020-06-17 04:11:17.743: INFO @log_variables: valid box_f1 mean: 0.786790 2020-06-17 04:11:17.743: INFO @log_variables: valid box_recall mean: 0.849149 2020-06-17 04:11:17.743: INFO @log_variables: valid box_precision mean: 0.754604 2020-06-17 04:11:17.743: INFO @log_variables: valid face_box_f1 mean: 0.496657 2020-06-17 04:11:17.743: INFO @log_variables: valid body_box_f1 mean: 0.831505 2020-06-17 04:11:17.743: INFO @log_variables: valid face_box_recall mean: 0.568134 2020-06-17 04:11:17.743: INFO @log_variables: valid body_box_recall mean: 0.875031 2020-06-17 04:11:17.743: INFO @log_variables: valid face_box_precision mean: 0.469883 2020-06-17 04:11:17.743: INFO @log_variables: valid face_fp mean: 1.242864 2020-06-17 04:11:17.743: INFO @log_variables: valid face_fn mean: 0.649114 2020-06-17 04:11:17.743: INFO @log_variables: valid body_fp mean: 1.392717 2020-06-17 04:11:17.743: INFO @log_variables: valid body_fn mean: 0.882628 2020-06-17 04:11:17.743: INFO @log_variables: valid body_box_precision mean: 0.816130 2020-06-17 04:11:17.743: INFO @log_variables: valid loss mean: 1.311167 2020-06-17 04:11:17.743: INFO @log_variables: valid localisation_loss mean: 1.064195 2020-06-17 04:11:17.743: INFO @log_variables: valid classification_loss mean: 0.672650 2020-06-17 04:11:17.743: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 04:11:17.746: INFO @log_profile : T plain_train: 344.044177 2020-06-17 04:11:17.746: INFO @log_profile : T valid: 20.289470 2020-06-17 04:11:17.746: INFO @log_profile : T read data: 10.907911 2020-06-17 04:11:17.746: INFO @log_profile : T hooks: 28.378201 2020-06-17 04:11:17.746: INFO @main_loop : Epoch 269 done 2020-06-17 04:11:17.747: INFO @main_loop : Training epoch 270 2020-06-17 04:18:03.340: INFO @decay_lr : LR updated to `2.5836396e-05` 2020-06-17 04:18:03.356: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 04:18:03.357: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 04:18:03.357: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 04:18:03.357: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 04:18:03.357: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 04:18:03.357: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 04:18:03.357: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 04:18:03.357: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-17 04:18:03.357: INFO @log_variables: plain_train face_fp mean: nan 2020-06-17 04:18:03.357: INFO @log_variables: plain_train face_fn mean: nan 2020-06-17 04:18:03.357: INFO @log_variables: plain_train body_fp mean: nan 2020-06-17 04:18:03.357: INFO @log_variables: plain_train body_fn mean: nan 2020-06-17 04:18:03.357: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-17 04:18:03.357: INFO @log_variables: plain_train loss mean: 1.264322 2020-06-17 04:18:03.357: INFO @log_variables: plain_train localisation_loss mean: 1.025838 2020-06-17 04:18:03.357: INFO @log_variables: plain_train classification_loss mean: 0.648820 2020-06-17 04:18:03.357: INFO @log_variables: valid box_f1 mean: 0.790620 2020-06-17 04:18:03.357: INFO @log_variables: valid box_recall mean: 0.848607 2020-06-17 04:18:03.358: INFO @log_variables: valid box_precision mean: 0.761659 2020-06-17 04:18:03.358: INFO @log_variables: valid face_box_f1 mean: 0.499851 2020-06-17 04:18:03.358: INFO @log_variables: valid body_box_f1 mean: 0.833510 2020-06-17 04:18:03.358: INFO @log_variables: valid face_box_recall mean: 0.564363 2020-06-17 04:18:03.358: INFO @log_variables: valid body_box_recall mean: 0.875971 2020-06-17 04:18:03.358: INFO @log_variables: valid face_box_precision mean: 0.477664 2020-06-17 04:18:03.358: INFO @log_variables: valid face_fp mean: 1.140994 2020-06-17 04:18:03.358: INFO @log_variables: valid face_fn mean: 0.659695 2020-06-17 04:18:03.358: INFO @log_variables: valid body_fp mean: 1.369833 2020-06-17 04:18:03.358: INFO @log_variables: valid body_fn mean: 0.885335 2020-06-17 04:18:03.358: INFO @log_variables: valid body_box_precision mean: 0.818885 2020-06-17 04:18:03.358: INFO @log_variables: valid loss mean: 1.308708 2020-06-17 04:18:03.358: INFO @log_variables: valid localisation_loss mean: 1.063140 2020-06-17 04:18:03.358: INFO @log_variables: valid classification_loss mean: 0.670824 2020-06-17 04:18:03.358: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 04:18:03.361: INFO @log_profile : T plain_train: 344.377575 2020-06-17 04:18:03.361: INFO @log_profile : T valid: 20.198182 2020-06-17 04:18:03.361: INFO @log_profile : T read data: 10.819249 2020-06-17 04:18:03.361: INFO @log_profile : T hooks: 28.182675 2020-06-17 04:18:03.362: INFO @main_loop : Epoch 270 done 2020-06-17 04:18:03.362: INFO @main_loop : Training epoch 271 2020-06-17 04:24:47.847: INFO @decay_lr : LR updated to `2.5707213e-05` 2020-06-17 04:24:47.862: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 04:24:47.863: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 04:24:47.863: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 04:24:47.863: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 04:24:47.863: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 04:24:47.863: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 04:24:47.863: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 04:24:47.863: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-17 04:24:47.863: INFO @log_variables: plain_train face_fp mean: nan 2020-06-17 04:24:47.863: INFO @log_variables: plain_train face_fn mean: nan 2020-06-17 04:24:47.863: INFO @log_variables: plain_train body_fp mean: nan 2020-06-17 04:24:47.863: INFO @log_variables: plain_train body_fn mean: nan 2020-06-17 04:24:47.863: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-17 04:24:47.863: INFO @log_variables: plain_train loss mean: 1.275016 2020-06-17 04:24:47.863: INFO @log_variables: plain_train localisation_loss mean: 1.028459 2020-06-17 04:24:47.863: INFO @log_variables: plain_train classification_loss mean: 0.657940 2020-06-17 04:24:47.863: INFO @log_variables: valid box_f1 mean: 0.796332 2020-06-17 04:24:47.863: INFO @log_variables: valid box_recall mean: 0.844767 2020-06-17 04:24:47.863: INFO @log_variables: valid box_precision mean: 0.775588 2020-06-17 04:24:47.863: INFO @log_variables: valid face_box_f1 mean: 0.503786 2020-06-17 04:24:47.864: INFO @log_variables: valid body_box_f1 mean: 0.835028 2020-06-17 04:24:47.864: INFO @log_variables: valid face_box_recall mean: 0.555385 2020-06-17 04:24:47.864: INFO @log_variables: valid body_box_recall mean: 0.873749 2020-06-17 04:24:47.864: INFO @log_variables: valid face_box_precision mean: 0.489215 2020-06-17 04:24:47.864: INFO @log_variables: valid face_fp mean: 0.997539 2020-06-17 04:24:47.864: INFO @log_variables: valid face_fn mean: 0.689961 2020-06-17 04:24:47.864: INFO @log_variables: valid body_fp mean: 1.329724 2020-06-17 04:24:47.864: INFO @log_variables: valid body_fn mean: 0.897638 2020-06-17 04:24:47.864: INFO @log_variables: valid body_box_precision mean: 0.823933 2020-06-17 04:24:47.864: INFO @log_variables: valid loss mean: 1.311312 2020-06-17 04:24:47.864: INFO @log_variables: valid localisation_loss mean: 1.060610 2020-06-17 04:24:47.864: INFO @log_variables: valid classification_loss mean: 0.674946 2020-06-17 04:24:47.864: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 04:24:48.037: INFO @save : Model saved to: ./log/DetectionBodyFace-overheadAll-headCovered/model_best.ckpt 2020-06-17 04:24:48.053: INFO @log_profile : T plain_train: 343.722409 2020-06-17 04:24:48.053: INFO @log_profile : T valid: 20.110315 2020-06-17 04:24:48.053: INFO @log_profile : T read data: 11.041589 2020-06-17 04:24:48.053: INFO @log_profile : T hooks: 27.773524 2020-06-17 04:24:48.053: INFO @main_loop : Epoch 271 done 2020-06-17 04:24:48.053: INFO @main_loop : Training epoch 272 2020-06-17 04:31:32.841: INFO @decay_lr : LR updated to `2.5578678e-05` 2020-06-17 04:31:32.856: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 04:31:32.857: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 04:31:32.857: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 04:31:32.857: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 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04:31:32.857: INFO @log_variables: valid box_f1 mean: 0.792384 2020-06-17 04:31:32.857: INFO @log_variables: valid box_recall mean: 0.837536 2020-06-17 04:31:32.857: INFO @log_variables: valid box_precision mean: 0.774129 2020-06-17 04:31:32.857: INFO @log_variables: valid face_box_f1 mean: 0.499687 2020-06-17 04:31:32.857: INFO @log_variables: valid body_box_f1 mean: 0.838137 2020-06-17 04:31:32.858: INFO @log_variables: valid face_box_recall mean: 0.564311 2020-06-17 04:31:32.858: INFO @log_variables: valid body_box_recall mean: 0.862496 2020-06-17 04:31:32.858: INFO @log_variables: valid face_box_precision mean: 0.477448 2020-06-17 04:31:32.858: INFO @log_variables: valid face_fp mean: 1.163386 2020-06-17 04:31:32.858: INFO @log_variables: valid face_fn mean: 0.659695 2020-06-17 04:31:32.858: INFO @log_variables: valid body_fp mean: 1.155020 2020-06-17 04:31:32.858: INFO @log_variables: valid body_fn mean: 0.990157 2020-06-17 04:31:32.858: INFO @log_variables: valid body_box_precision mean: 0.839672 2020-06-17 04:31:32.858: INFO @log_variables: valid loss mean: 1.328298 2020-06-17 04:31:32.858: INFO @log_variables: valid localisation_loss mean: 1.067766 2020-06-17 04:31:32.858: INFO @log_variables: valid classification_loss mean: 0.687638 2020-06-17 04:31:32.858: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 04:31:32.861: INFO @log_profile : T plain_train: 344.196341 2020-06-17 04:31:32.861: INFO @log_profile : T valid: 20.128841 2020-06-17 04:31:32.861: INFO @log_profile : T read data: 10.756646 2020-06-17 04:31:32.861: INFO @log_profile : T hooks: 27.698520 2020-06-17 04:31:32.861: INFO @main_loop : Epoch 272 done 2020-06-17 04:31:32.861: INFO @main_loop : Training epoch 273 2020-06-17 04:38:16.762: INFO @decay_lr : LR updated to `2.5450785e-05` 2020-06-17 04:38:16.777: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 04:38:16.777: INFO @log_variables: plain_train box_recall mean: nan 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@log_variables: plain_train localisation_loss mean: 1.026179 2020-06-17 04:38:16.778: INFO @log_variables: plain_train classification_loss mean: 0.656367 2020-06-17 04:38:16.778: INFO @log_variables: valid box_f1 mean: 0.792032 2020-06-17 04:38:16.778: INFO @log_variables: valid box_recall mean: 0.842262 2020-06-17 04:38:16.778: INFO @log_variables: valid box_precision mean: 0.769446 2020-06-17 04:38:16.778: INFO @log_variables: valid face_box_f1 mean: 0.501129 2020-06-17 04:38:16.778: INFO @log_variables: valid body_box_f1 mean: 0.833766 2020-06-17 04:38:16.778: INFO @log_variables: valid face_box_recall mean: 0.559814 2020-06-17 04:38:16.778: INFO @log_variables: valid body_box_recall mean: 0.870001 2020-06-17 04:38:16.778: INFO @log_variables: valid face_box_precision mean: 0.481528 2020-06-17 04:38:16.779: INFO @log_variables: valid face_fp mean: 1.100886 2020-06-17 04:38:16.779: INFO @log_variables: valid face_fn mean: 0.670030 2020-06-17 04:38:16.779: INFO @log_variables: valid body_fp mean: 1.315453 2020-06-17 04:38:16.779: INFO @log_variables: valid body_fn mean: 0.915108 2020-06-17 04:38:16.779: INFO @log_variables: valid body_box_precision mean: 0.824959 2020-06-17 04:38:16.779: INFO @log_variables: valid loss mean: 1.324492 2020-06-17 04:38:16.779: INFO @log_variables: valid localisation_loss mean: 1.068283 2020-06-17 04:38:16.779: INFO @log_variables: valid classification_loss mean: 0.683522 2020-06-17 04:38:16.779: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 04:38:16.782: INFO @log_profile : T plain_train: 343.417926 2020-06-17 04:38:16.782: INFO @log_profile : T valid: 20.070138 2020-06-17 04:38:16.782: INFO @log_profile : T read data: 10.728464 2020-06-17 04:38:16.782: INFO @log_profile : T hooks: 27.668558 2020-06-17 04:38:16.782: INFO @main_loop : Epoch 273 done 2020-06-17 04:38:16.782: INFO @main_loop : Training epoch 274 2020-06-17 04:45:02.135: INFO @decay_lr : LR updated to `2.532353e-05` 2020-06-17 04:45:02.151: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 04:45:02.151: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 04:45:02.151: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 04:45:02.151: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 04:45:02.152: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 04:45:02.152: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 04:45:02.152: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 04:45:02.152: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-17 04:45:02.152: INFO @log_variables: plain_train face_fp mean: nan 2020-06-17 04:45:02.152: INFO @log_variables: plain_train face_fn mean: nan 2020-06-17 04:45:02.152: INFO @log_variables: plain_train body_fp mean: nan 2020-06-17 04:45:02.152: INFO @log_variables: plain_train body_fn mean: nan 2020-06-17 04:45:02.152: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-17 04:45:02.152: INFO @log_variables: plain_train loss mean: 1.270807 2020-06-17 04:45:02.152: INFO @log_variables: plain_train localisation_loss mean: 1.026978 2020-06-17 04:45:02.152: INFO @log_variables: plain_train classification_loss mean: 0.654620 2020-06-17 04:45:02.152: INFO @log_variables: valid box_f1 mean: 0.777372 2020-06-17 04:45:02.152: INFO @log_variables: valid box_recall mean: 0.852100 2020-06-17 04:45:02.152: INFO @log_variables: valid box_precision mean: 0.736470 2020-06-17 04:45:02.152: INFO @log_variables: valid face_box_f1 mean: 0.486810 2020-06-17 04:45:02.152: INFO @log_variables: valid body_box_f1 mean: 0.826728 2020-06-17 04:45:02.152: INFO @log_variables: valid face_box_recall mean: 0.570121 2020-06-17 04:45:02.152: INFO @log_variables: valid body_box_recall mean: 0.878480 2020-06-17 04:45:02.152: INFO @log_variables: valid face_box_precision mean: 0.453941 2020-06-17 04:45:02.152: INFO @log_variables: valid 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done 2020-06-17 04:45:02.156: INFO @main_loop : Training epoch 275 2020-06-17 04:51:48.209: INFO @decay_lr : LR updated to `2.5196912e-05` 2020-06-17 04:51:48.225: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 04:51:48.225: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 04:51:48.225: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 04:51:48.225: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 04:51:48.225: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 04:51:48.225: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 04:51:48.225: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 04:51:48.225: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-17 04:51:48.226: INFO @log_variables: plain_train face_fp mean: nan 2020-06-17 04:51:48.226: INFO @log_variables: plain_train face_fn mean: nan 2020-06-17 04:51:48.226: INFO @log_variables: plain_train 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read data: 10.823042 2020-06-17 04:51:48.230: INFO @log_profile : T hooks: 28.573548 2020-06-17 04:51:48.230: INFO @main_loop : Epoch 275 done 2020-06-17 04:51:48.230: INFO @main_loop : Training epoch 276 2020-06-17 04:58:33.454: INFO @decay_lr : LR updated to `2.5070927e-05` 2020-06-17 04:58:33.470: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 04:58:33.470: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 04:58:33.470: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 04:58:33.470: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 04:58:33.470: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 04:58:33.470: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 04:58:33.470: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 04:58:33.470: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-17 04:58:33.470: INFO @log_variables: plain_train face_fp mean: 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INFO @log_variables: valid face_box_recall mean: 0.567809 2020-06-17 04:58:33.471: INFO @log_variables: valid body_box_recall mean: 0.870975 2020-06-17 04:58:33.471: INFO @log_variables: valid face_box_precision mean: 0.473964 2020-06-17 04:58:33.471: INFO @log_variables: valid face_fp mean: 1.217274 2020-06-17 04:58:33.471: INFO @log_variables: valid face_fn mean: 0.654281 2020-06-17 04:58:33.471: INFO @log_variables: valid body_fp mean: 1.273376 2020-06-17 04:58:33.471: INFO @log_variables: valid body_fn mean: 0.918307 2020-06-17 04:58:33.471: INFO @log_variables: valid body_box_precision mean: 0.827869 2020-06-17 04:58:33.471: INFO @log_variables: valid loss mean: 1.316185 2020-06-17 04:58:33.471: INFO @log_variables: valid localisation_loss mean: 1.067901 2020-06-17 04:58:33.471: INFO @log_variables: valid classification_loss mean: 0.675444 2020-06-17 04:58:33.471: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 04:58:33.474: INFO @log_profile : T plain_train: 343.921773 2020-06-17 04:58:33.474: INFO @log_profile : T valid: 20.162027 2020-06-17 04:58:33.474: INFO @log_profile : T read data: 11.134743 2020-06-17 04:58:33.474: INFO @log_profile : T hooks: 27.970835 2020-06-17 04:58:33.474: INFO @main_loop : Epoch 276 done 2020-06-17 04:58:33.474: INFO @main_loop : Training epoch 277 2020-06-17 05:05:18.514: INFO @decay_lr : LR updated to `2.4945573e-05` 2020-06-17 05:05:18.530: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 05:05:18.531: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 05:05:18.531: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 05:05:18.531: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 05:05:18.531: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 05:05:18.531: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 05:05:18.531: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 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@log_variables: valid face_box_f1 mean: 0.497478 2020-06-17 05:05:18.532: INFO @log_variables: valid body_box_f1 mean: 0.836525 2020-06-17 05:05:18.532: INFO @log_variables: valid face_box_recall mean: 0.566981 2020-06-17 05:05:18.532: INFO @log_variables: valid body_box_recall mean: 0.869851 2020-06-17 05:05:18.532: INFO @log_variables: valid face_box_precision mean: 0.471933 2020-06-17 05:05:18.532: INFO @log_variables: valid face_fp mean: 1.222441 2020-06-17 05:05:18.532: INFO @log_variables: valid face_fn mean: 0.653297 2020-06-17 05:05:18.532: INFO @log_variables: valid body_fp mean: 1.255167 2020-06-17 05:05:18.532: INFO @log_variables: valid body_fn mean: 0.937008 2020-06-17 05:05:18.532: INFO @log_variables: valid body_box_precision mean: 0.829712 2020-06-17 05:05:18.532: INFO @log_variables: valid loss mean: 1.319057 2020-06-17 05:05:18.532: INFO @log_variables: valid localisation_loss mean: 1.066395 2020-06-17 05:05:18.532: INFO @log_variables: valid classification_loss mean: 0.679220 2020-06-17 05:05:18.532: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 05:05:18.535: INFO @log_profile : T plain_train: 344.055629 2020-06-17 05:05:18.535: INFO @log_profile : T valid: 20.243042 2020-06-17 05:05:18.535: INFO @log_profile : T read data: 10.753018 2020-06-17 05:05:18.535: INFO @log_profile : T hooks: 27.966736 2020-06-17 05:05:18.536: INFO @main_loop : Epoch 277 done 2020-06-17 05:05:18.536: INFO @main_loop : Training epoch 278 2020-06-17 05:12:03.436: INFO @decay_lr : LR updated to `2.4820845e-05` 2020-06-17 05:12:03.452: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 05:12:03.452: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 05:12:03.452: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 05:12:03.452: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 05:12:03.452: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 05:12:03.453: INFO 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plain_train classification_loss mean: 0.654876 2020-06-17 05:18:49.052: INFO @log_variables: valid box_f1 mean: 0.788748 2020-06-17 05:18:49.052: INFO @log_variables: valid box_recall mean: 0.843910 2020-06-17 05:18:49.052: INFO @log_variables: valid box_precision mean: 0.762138 2020-06-17 05:18:49.052: INFO @log_variables: valid face_box_f1 mean: 0.500662 2020-06-17 05:18:49.052: INFO @log_variables: valid body_box_f1 mean: 0.832217 2020-06-17 05:18:49.052: INFO @log_variables: valid face_box_recall mean: 0.568358 2020-06-17 05:18:49.052: INFO @log_variables: valid body_box_recall mean: 0.869426 2020-06-17 05:18:49.052: INFO @log_variables: valid face_box_precision mean: 0.476151 2020-06-17 05:18:49.052: INFO @log_variables: valid face_fp mean: 1.189715 2020-06-17 05:18:49.052: INFO @log_variables: valid face_fn mean: 0.650837 2020-06-17 05:18:49.052: INFO @log_variables: valid body_fp mean: 1.305856 2020-06-17 05:18:49.052: INFO @log_variables: valid body_fn mean: 0.925689 2020-06-17 05:18:49.052: INFO @log_variables: valid body_box_precision mean: 0.822401 2020-06-17 05:18:49.052: INFO @log_variables: valid loss mean: 1.316854 2020-06-17 05:18:49.052: INFO @log_variables: valid localisation_loss mean: 1.067599 2020-06-17 05:18:49.052: INFO @log_variables: valid classification_loss mean: 0.676294 2020-06-17 05:18:49.052: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 05:18:49.055: INFO @log_profile : T plain_train: 344.455309 2020-06-17 05:18:49.055: INFO @log_profile : T valid: 20.354993 2020-06-17 05:18:49.055: INFO @log_profile : T read data: 10.794195 2020-06-17 05:18:49.055: INFO @log_profile : T hooks: 27.942942 2020-06-17 05:18:49.056: INFO @main_loop : Epoch 279 done 2020-06-17 05:18:49.056: INFO @main_loop : Training epoch 280 2020-06-17 05:25:33.509: INFO @decay_lr : LR updated to `2.4573257e-05` 2020-06-17 05:25:33.525: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 05:25:33.525: INFO @log_variables: 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LR updated to `2.4450392e-05` 2020-06-17 05:32:18.970: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 05:32:18.971: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 05:32:18.971: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 05:32:18.971: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 05:32:18.971: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 05:32:18.971: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 05:32:18.971: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 05:32:18.971: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-17 05:32:18.971: INFO @log_variables: plain_train face_fp mean: nan 2020-06-17 05:32:18.971: INFO @log_variables: plain_train face_fn mean: nan 2020-06-17 05:32:18.971: INFO @log_variables: plain_train body_fp mean: nan 2020-06-17 05:32:18.971: INFO @log_variables: plain_train body_fn mean: nan 2020-06-17 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05:32:18.975: INFO @main_loop : Epoch 281 done 2020-06-17 05:32:18.975: INFO @main_loop : Training epoch 282 2020-06-17 05:39:04.788: INFO @decay_lr : LR updated to `2.432814e-05` 2020-06-17 05:39:04.804: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 05:39:04.804: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 05:39:04.805: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 05:39:04.805: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 05:39:04.805: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 05:39:04.805: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 05:39:04.805: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 05:39:04.805: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-17 05:39:04.805: INFO @log_variables: plain_train face_fp mean: nan 2020-06-17 05:39:04.805: INFO @log_variables: plain_train face_fn mean: nan 2020-06-17 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@log_variables: valid body_box_recall mean: 0.871705 2020-06-17 05:39:04.806: INFO @log_variables: valid face_box_precision mean: 0.461942 2020-06-17 05:39:04.806: INFO @log_variables: valid face_fp mean: 1.327264 2020-06-17 05:39:04.806: INFO @log_variables: valid face_fn mean: 0.651083 2020-06-17 05:39:04.806: INFO @log_variables: valid body_fp mean: 1.304872 2020-06-17 05:39:04.806: INFO @log_variables: valid body_fn mean: 0.915108 2020-06-17 05:39:04.806: INFO @log_variables: valid body_box_precision mean: 0.825273 2020-06-17 05:39:04.806: INFO @log_variables: valid loss mean: 1.319362 2020-06-17 05:39:04.806: INFO @log_variables: valid localisation_loss mean: 1.068663 2020-06-17 05:39:04.806: INFO @log_variables: valid classification_loss mean: 0.678164 2020-06-17 05:39:04.806: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 05:39:04.809: INFO @log_profile : T plain_train: 344.381673 2020-06-17 05:39:04.809: INFO @log_profile : T valid: 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./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 05:45:50.320: INFO @log_profile : T plain_train: 343.935768 2020-06-17 05:45:50.320: INFO @log_profile : T valid: 20.460469 2020-06-17 05:45:50.320: INFO @log_profile : T read data: 10.842265 2020-06-17 05:45:50.320: INFO @log_profile : T hooks: 28.231277 2020-06-17 05:45:50.320: INFO @main_loop : Epoch 283 done 2020-06-17 05:45:50.320: INFO @main_loop : Training epoch 284 2020-06-17 05:52:35.838: INFO @decay_lr : LR updated to `2.4085466e-05` 2020-06-17 05:52:35.854: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 05:52:35.854: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 05:52:35.854: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 05:52:35.854: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 05:52:35.855: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 05:52:35.855: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 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@log_variables: valid box_precision mean: 0.764426 2020-06-17 05:52:35.855: INFO @log_variables: valid face_box_f1 mean: 0.498075 2020-06-17 05:52:35.855: INFO @log_variables: valid body_box_f1 mean: 0.835439 2020-06-17 05:52:35.855: INFO @log_variables: valid face_box_recall mean: 0.564673 2020-06-17 05:52:35.855: INFO @log_variables: valid body_box_recall mean: 0.871666 2020-06-17 05:52:35.855: INFO @log_variables: valid face_box_precision mean: 0.474946 2020-06-17 05:52:35.856: INFO @log_variables: valid face_fp mean: 1.190207 2020-06-17 05:52:35.856: INFO @log_variables: valid face_fn mean: 0.662894 2020-06-17 05:52:35.856: INFO @log_variables: valid body_fp mean: 1.301919 2020-06-17 05:52:35.856: INFO @log_variables: valid body_fn mean: 0.914124 2020-06-17 05:52:35.856: INFO @log_variables: valid body_box_precision mean: 0.826229 2020-06-17 05:52:35.856: INFO @log_variables: valid loss mean: 1.322454 2020-06-17 05:52:35.856: INFO @log_variables: valid localisation_loss mean: 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@log_variables: valid box_f1 mean: 0.793350 2020-06-17 05:59:20.162: INFO @log_variables: valid box_recall mean: 0.836983 2020-06-17 05:59:20.162: INFO @log_variables: valid box_precision mean: 0.776261 2020-06-17 05:59:20.162: INFO @log_variables: valid face_box_f1 mean: 0.500872 2020-06-17 05:59:20.162: INFO @log_variables: valid body_box_f1 mean: 0.837230 2020-06-17 05:59:20.162: INFO @log_variables: valid face_box_recall mean: 0.564268 2020-06-17 05:59:20.162: INFO @log_variables: valid body_box_recall mean: 0.861789 2020-06-17 05:59:20.162: INFO @log_variables: valid face_box_precision mean: 0.479593 2020-06-17 05:59:20.162: INFO @log_variables: valid face_fp mean: 1.150344 2020-06-17 05:59:20.162: INFO @log_variables: valid face_fn mean: 0.662402 2020-06-17 05:59:20.162: INFO @log_variables: valid body_fp mean: 1.168553 2020-06-17 05:59:20.162: INFO @log_variables: valid body_fn mean: 0.988927 2020-06-17 05:59:20.162: INFO @log_variables: valid body_box_precision mean: 0.838493 2020-06-17 05:59:20.163: INFO @log_variables: valid loss mean: 1.340674 2020-06-17 05:59:20.163: INFO @log_variables: valid localisation_loss mean: 1.073288 2020-06-17 05:59:20.163: INFO @log_variables: valid classification_loss mean: 0.696702 2020-06-17 05:59:20.163: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 05:59:20.165: INFO @log_profile : T plain_train: 343.701790 2020-06-17 05:59:20.166: INFO @log_profile : T valid: 20.303584 2020-06-17 05:59:20.166: INFO @log_profile : T read data: 10.722232 2020-06-17 05:59:20.166: INFO @log_profile : T hooks: 27.542558 2020-06-17 05:59:20.166: INFO @main_loop : Epoch 285 done 2020-06-17 05:59:20.166: INFO @main_loop : Training epoch 286 2020-06-17 06:06:04.586: INFO @decay_lr : LR updated to `2.3845212e-05` 2020-06-17 06:06:04.601: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 06:06:04.601: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 06:06:04.601: INFO 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localisation_loss mean: 1.025512 2020-06-17 06:06:04.602: INFO @log_variables: plain_train classification_loss mean: 0.654796 2020-06-17 06:06:04.602: INFO @log_variables: valid box_f1 mean: 0.787310 2020-06-17 06:06:04.602: INFO @log_variables: valid box_recall mean: 0.849820 2020-06-17 06:06:04.602: INFO @log_variables: valid box_precision mean: 0.755331 2020-06-17 06:06:04.602: INFO @log_variables: valid face_box_f1 mean: 0.496347 2020-06-17 06:06:04.602: INFO @log_variables: valid body_box_f1 mean: 0.832621 2020-06-17 06:06:04.602: INFO @log_variables: valid face_box_recall mean: 0.567611 2020-06-17 06:06:04.602: INFO @log_variables: valid body_box_recall mean: 0.875962 2020-06-17 06:06:04.603: INFO @log_variables: valid face_box_precision mean: 0.469871 2020-06-17 06:06:04.603: INFO @log_variables: valid face_fp mean: 1.237205 2020-06-17 06:06:04.603: INFO @log_variables: valid face_fn mean: 0.649114 2020-06-17 06:06:04.603: INFO @log_variables: valid body_fp mean: 1.393701 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06:12:48.965: INFO @main_loop : Training epoch 288 2020-06-17 06:19:33.593: INFO @decay_lr : LR updated to `2.3607357e-05` 2020-06-17 06:19:33.608: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 06:19:33.608: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 06:19:33.608: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 06:19:33.609: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 06:19:33.609: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 06:19:33.609: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 06:19:33.609: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 06:19:33.609: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-17 06:19:33.609: INFO @log_variables: plain_train face_fp mean: nan 2020-06-17 06:19:33.609: INFO @log_variables: plain_train face_fn mean: nan 2020-06-17 06:19:33.609: INFO @log_variables: plain_train body_fp mean: 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@log_variables: valid face_box_recall mean: 0.565248 2020-06-17 06:26:18.310: INFO @log_variables: valid body_box_recall mean: 0.873215 2020-06-17 06:26:18.310: INFO @log_variables: valid face_box_precision mean: 0.485265 2020-06-17 06:26:18.310: INFO @log_variables: valid face_fp mean: 1.087106 2020-06-17 06:26:18.310: INFO @log_variables: valid face_fn mean: 0.657480 2020-06-17 06:26:18.310: INFO @log_variables: valid body_fp mean: 1.396161 2020-06-17 06:26:18.310: INFO @log_variables: valid body_fn mean: 0.887795 2020-06-17 06:26:18.310: INFO @log_variables: valid body_box_precision mean: 0.817368 2020-06-17 06:26:18.310: INFO @log_variables: valid loss mean: 1.324775 2020-06-17 06:26:18.310: INFO @log_variables: valid localisation_loss mean: 1.066498 2020-06-17 06:26:18.311: INFO @log_variables: valid classification_loss mean: 0.684876 2020-06-17 06:26:18.311: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 06:26:18.313: INFO @log_profile : T plain_train: 344.041269 2020-06-17 06:26:18.314: INFO @log_profile : T valid: 19.985807 2020-06-17 06:26:18.314: INFO @log_profile : T read data: 10.816434 2020-06-17 06:26:18.314: INFO @log_profile : T hooks: 27.813740 2020-06-17 06:26:18.314: INFO @main_loop : Epoch 289 done 2020-06-17 06:26:18.314: INFO @main_loop : Training epoch 290 2020-06-17 06:33:02.916: INFO @decay_lr : LR updated to `2.3371875e-05` 2020-06-17 06:33:02.931: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 06:33:02.931: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 06:33:02.931: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 06:33:02.931: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 06:33:02.931: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 06:33:02.932: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 06:33:02.932: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 06:33:02.932: 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06:33:02.933: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 06:33:02.936: INFO @log_profile : T plain_train: 343.769663 2020-06-17 06:33:02.936: INFO @log_profile : T valid: 20.011959 2020-06-17 06:33:02.936: INFO @log_profile : T read data: 10.927496 2020-06-17 06:33:02.936: INFO @log_profile : T hooks: 27.855700 2020-06-17 06:33:02.936: INFO @main_loop : Epoch 290 done 2020-06-17 06:33:02.936: INFO @main_loop : Training epoch 291 2020-06-17 06:39:47.479: INFO @decay_lr : LR updated to `2.3255016e-05` 2020-06-17 06:39:47.494: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 06:39:47.495: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 06:39:47.495: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 06:39:47.495: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 06:39:47.495: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 06:39:47.495: INFO @log_variables: 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mean: 0.845946 2020-06-17 06:39:47.495: INFO @log_variables: valid box_precision mean: 0.762424 2020-06-17 06:39:47.495: INFO @log_variables: valid face_box_f1 mean: 0.499665 2020-06-17 06:39:47.496: INFO @log_variables: valid body_box_f1 mean: 0.831865 2020-06-17 06:39:47.496: INFO @log_variables: valid face_box_recall mean: 0.565932 2020-06-17 06:39:47.496: INFO @log_variables: valid body_box_recall mean: 0.870876 2020-06-17 06:39:47.496: INFO @log_variables: valid face_box_precision mean: 0.476183 2020-06-17 06:39:47.496: INFO @log_variables: valid face_fp mean: 1.173720 2020-06-17 06:39:47.496: INFO @log_variables: valid face_fn mean: 0.654281 2020-06-17 06:39:47.496: INFO @log_variables: valid body_fp mean: 1.352608 2020-06-17 06:39:47.496: INFO @log_variables: valid body_fn mean: 0.906742 2020-06-17 06:39:47.496: INFO @log_variables: valid body_box_precision mean: 0.820723 2020-06-17 06:39:47.496: INFO @log_variables: valid loss mean: 1.317531 2020-06-17 06:39:47.496: INFO @log_variables: valid localisation_loss mean: 1.070393 2020-06-17 06:39:47.496: INFO @log_variables: valid classification_loss mean: 0.675295 2020-06-17 06:39:47.496: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 06:39:47.499: INFO @log_profile : T plain_train: 343.734005 2020-06-17 06:39:47.499: INFO @log_profile : T valid: 20.127973 2020-06-17 06:39:47.499: INFO @log_profile : T read data: 10.791664 2020-06-17 06:39:47.499: INFO @log_profile : T hooks: 27.862379 2020-06-17 06:39:47.499: INFO @main_loop : Epoch 291 done 2020-06-17 06:39:47.499: INFO @main_loop : Training epoch 292 2020-06-17 06:46:33.627: INFO @decay_lr : LR updated to `2.313874e-05` 2020-06-17 06:46:33.642: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 06:46:33.642: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 06:46:33.642: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 06:46:33.642: INFO @log_variables: plain_train 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0.651644 2020-06-17 06:46:33.643: INFO @log_variables: valid box_f1 mean: 0.794853 2020-06-17 06:46:33.643: INFO @log_variables: valid box_recall mean: 0.844236 2020-06-17 06:46:33.643: INFO @log_variables: valid box_precision mean: 0.772894 2020-06-17 06:46:33.643: INFO @log_variables: valid face_box_f1 mean: 0.504137 2020-06-17 06:46:33.643: INFO @log_variables: valid body_box_f1 mean: 0.835809 2020-06-17 06:46:33.643: INFO @log_variables: valid face_box_recall mean: 0.565289 2020-06-17 06:46:33.643: INFO @log_variables: valid body_box_recall mean: 0.870500 2020-06-17 06:46:33.643: INFO @log_variables: valid face_box_precision mean: 0.483663 2020-06-17 06:46:33.643: INFO @log_variables: valid face_fp mean: 1.096703 2020-06-17 06:46:33.643: INFO @log_variables: valid face_fn mean: 0.661171 2020-06-17 06:46:33.643: INFO @log_variables: valid body_fp mean: 1.266240 2020-06-17 06:46:33.644: INFO @log_variables: valid body_fn mean: 0.928396 2020-06-17 06:46:33.644: INFO @log_variables: valid body_box_precision mean: 0.828050 2020-06-17 06:46:33.644: INFO @log_variables: valid loss mean: 1.320360 2020-06-17 06:46:33.644: INFO @log_variables: valid localisation_loss mean: 1.071139 2020-06-17 06:46:33.644: INFO @log_variables: valid classification_loss mean: 0.677677 2020-06-17 06:46:33.644: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 06:46:33.647: INFO @log_profile : T plain_train: 344.478072 2020-06-17 06:46:33.647: INFO @log_profile : T valid: 20.372589 2020-06-17 06:46:33.647: INFO @log_profile : T read data: 11.081672 2020-06-17 06:46:33.647: INFO @log_profile : T hooks: 28.167964 2020-06-17 06:46:33.647: INFO @main_loop : Epoch 292 done 2020-06-17 06:46:33.647: INFO @main_loop : Training epoch 293 2020-06-17 06:53:18.296: INFO @decay_lr : LR updated to `2.3023047e-05` 2020-06-17 06:53:18.313: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 06:53:18.313: INFO @log_variables: plain_train box_recall mean: nan 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@log_variables: plain_train localisation_loss mean: 1.026093 2020-06-17 06:53:18.314: INFO @log_variables: plain_train classification_loss mean: 0.654630 2020-06-17 06:53:18.314: INFO @log_variables: valid box_f1 mean: 0.794259 2020-06-17 06:53:18.314: INFO @log_variables: valid box_recall mean: 0.843887 2020-06-17 06:53:18.314: INFO @log_variables: valid box_precision mean: 0.772073 2020-06-17 06:53:18.314: INFO @log_variables: valid face_box_f1 mean: 0.503105 2020-06-17 06:53:18.314: INFO @log_variables: valid body_box_f1 mean: 0.834915 2020-06-17 06:53:18.314: INFO @log_variables: valid face_box_recall mean: 0.557929 2020-06-17 06:53:18.314: INFO @log_variables: valid body_box_recall mean: 0.872234 2020-06-17 06:53:18.314: INFO @log_variables: valid face_box_precision mean: 0.486160 2020-06-17 06:53:18.314: INFO @log_variables: valid face_fp mean: 1.052165 2020-06-17 06:53:18.314: INFO @log_variables: valid face_fn mean: 0.678396 2020-06-17 06:53:18.314: INFO @log_variables: valid body_fp mean: 1.310778 2020-06-17 06:53:18.314: INFO @log_variables: valid body_fn mean: 0.909449 2020-06-17 06:53:18.314: INFO @log_variables: valid body_box_precision mean: 0.824749 2020-06-17 06:53:18.314: INFO @log_variables: valid loss mean: 1.314056 2020-06-17 06:53:18.314: INFO @log_variables: valid localisation_loss mean: 1.062579 2020-06-17 06:53:18.315: INFO @log_variables: valid classification_loss mean: 0.676509 2020-06-17 06:53:18.315: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 06:53:18.318: INFO @log_profile : T plain_train: 343.493077 2020-06-17 06:53:18.318: INFO @log_profile : T valid: 20.231985 2020-06-17 06:53:18.318: INFO @log_profile : T read data: 10.814295 2020-06-17 06:53:18.318: INFO @log_profile : T hooks: 28.088344 2020-06-17 06:53:18.318: INFO @main_loop : Epoch 293 done 2020-06-17 06:53:18.318: INFO @main_loop : Training epoch 294 2020-06-17 07:00:02.806: INFO @decay_lr : LR updated to `2.2907932e-05` 2020-06-17 07:00:02.821: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 07:00:02.821: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 07:00:02.821: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 07:00:02.822: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 07:00:02.822: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 07:00:02.822: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 07:00:02.822: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 07:00:02.822: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-17 07:00:02.822: INFO @log_variables: plain_train face_fp mean: nan 2020-06-17 07:00:02.822: INFO @log_variables: plain_train face_fn mean: nan 2020-06-17 07:00:02.822: INFO @log_variables: plain_train body_fp mean: nan 2020-06-17 07:00:02.822: INFO @log_variables: plain_train body_fn mean: nan 2020-06-17 07:00:02.822: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-17 07:00:02.822: INFO @log_variables: plain_train loss mean: 1.266466 2020-06-17 07:00:02.822: INFO @log_variables: plain_train localisation_loss mean: 1.021798 2020-06-17 07:00:02.822: INFO @log_variables: plain_train classification_loss mean: 0.653387 2020-06-17 07:00:02.822: INFO @log_variables: valid box_f1 mean: 0.796904 2020-06-17 07:00:02.822: INFO @log_variables: valid box_recall mean: 0.841468 2020-06-17 07:00:02.822: INFO @log_variables: valid box_precision mean: 0.778602 2020-06-17 07:00:02.822: INFO @log_variables: valid face_box_f1 mean: 0.505191 2020-06-17 07:00:02.822: INFO @log_variables: valid body_box_f1 mean: 0.838431 2020-06-17 07:00:02.822: INFO @log_variables: valid face_box_recall mean: 0.563750 2020-06-17 07:00:02.822: INFO @log_variables: valid body_box_recall mean: 0.867551 2020-06-17 07:00:02.823: INFO @log_variables: valid face_box_precision mean: 0.486275 2020-06-17 07:00:02.823: INFO @log_variables: valid face_fp mean: 1.074803 2020-06-17 07:00:02.823: INFO @log_variables: valid face_fn mean: 0.662648 2020-06-17 07:00:02.823: INFO @log_variables: valid body_fp mean: 1.205709 2020-06-17 07:00:02.823: INFO @log_variables: valid body_fn mean: 0.941437 2020-06-17 07:00:02.823: INFO @log_variables: valid body_box_precision mean: 0.835511 2020-06-17 07:00:02.823: INFO @log_variables: valid loss mean: 1.327239 2020-06-17 07:00:02.823: INFO @log_variables: valid localisation_loss mean: 1.063098 2020-06-17 07:00:02.823: INFO @log_variables: valid classification_loss mean: 0.689380 2020-06-17 07:00:02.823: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 07:00:02.999: INFO @save : Model saved to: ./log/DetectionBodyFace-overheadAll-headCovered/model_best.ckpt 2020-06-17 07:00:03.015: INFO @log_profile : T plain_train: 344.229903 2020-06-17 07:00:03.015: INFO @log_profile : T valid: 19.992670 2020-06-17 07:00:03.015: INFO @log_profile : T read data: 10.726748 2020-06-17 07:00:03.015: INFO @log_profile : T hooks: 27.701817 2020-06-17 07:00:03.015: INFO @main_loop : Epoch 294 done 2020-06-17 07:00:03.015: INFO @main_loop : Training epoch 295 2020-06-17 07:06:47.543: INFO @decay_lr : LR updated to `2.2793392e-05` 2020-06-17 07:06:47.559: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 07:06:47.559: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 07:06:47.559: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 07:06:47.560: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 07:06:47.560: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 07:06:47.560: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 07:06:47.560: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 07:06:47.560: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-17 07:06:47.560: INFO @log_variables: plain_train face_fp mean: nan 2020-06-17 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@log_variables: valid face_box_recall mean: 0.571284 2020-06-17 07:06:47.560: INFO @log_variables: valid body_box_recall mean: 0.874181 2020-06-17 07:06:47.560: INFO @log_variables: valid face_box_precision mean: 0.472437 2020-06-17 07:06:47.561: INFO @log_variables: valid face_fp mean: 1.230069 2020-06-17 07:06:47.561: INFO @log_variables: valid face_fn mean: 0.646161 2020-06-17 07:06:47.561: INFO @log_variables: valid body_fp mean: 1.405020 2020-06-17 07:06:47.561: INFO @log_variables: valid body_fn mean: 0.898868 2020-06-17 07:06:47.561: INFO @log_variables: valid body_box_precision mean: 0.815431 2020-06-17 07:06:47.561: INFO @log_variables: valid loss mean: 1.322228 2020-06-17 07:06:47.561: INFO @log_variables: valid localisation_loss mean: 1.072512 2020-06-17 07:06:47.561: INFO @log_variables: valid classification_loss mean: 0.678720 2020-06-17 07:06:47.561: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 07:06:47.564: INFO @log_profile : T plain_train: 343.691580 2020-06-17 07:06:47.564: INFO @log_profile : T valid: 20.169736 2020-06-17 07:06:47.564: INFO @log_profile : T read data: 10.811901 2020-06-17 07:06:47.564: INFO @log_profile : T hooks: 27.848343 2020-06-17 07:06:47.564: INFO @main_loop : Epoch 295 done 2020-06-17 07:06:47.564: INFO @main_loop : Training epoch 296 2020-06-17 07:13:32.253: INFO @decay_lr : LR updated to `2.2679425e-05` 2020-06-17 07:13:32.270: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 07:13:32.271: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 07:13:32.271: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 07:13:32.271: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 07:13:32.271: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 07:13:32.271: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 07:13:32.271: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 07:13:32.271: 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07:13:32.272: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 07:13:32.275: INFO @log_profile : T plain_train: 343.644696 2020-06-17 07:13:32.275: INFO @log_profile : T valid: 20.300031 2020-06-17 07:13:32.275: INFO @log_profile : T read data: 10.849465 2020-06-17 07:13:32.275: INFO @log_profile : T hooks: 27.873158 2020-06-17 07:13:32.275: INFO @main_loop : Epoch 296 done 2020-06-17 07:13:32.275: INFO @main_loop : Training epoch 297 2020-06-17 07:20:17.457: INFO @decay_lr : LR updated to `2.2566028e-05` 2020-06-17 07:20:17.473: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 07:20:17.473: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 07:20:17.473: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 07:20:17.473: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 07:20:17.473: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 07:20:17.473: INFO @log_variables: 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mean: 0.840527 2020-06-17 07:20:17.474: INFO @log_variables: valid box_precision mean: 0.772345 2020-06-17 07:20:17.474: INFO @log_variables: valid face_box_f1 mean: 0.498479 2020-06-17 07:20:17.474: INFO @log_variables: valid body_box_f1 mean: 0.835473 2020-06-17 07:20:17.474: INFO @log_variables: valid face_box_recall mean: 0.554334 2020-06-17 07:20:17.474: INFO @log_variables: valid body_box_recall mean: 0.868616 2020-06-17 07:20:17.474: INFO @log_variables: valid face_box_precision mean: 0.481017 2020-06-17 07:20:17.474: INFO @log_variables: valid face_fp mean: 1.064715 2020-06-17 07:20:17.474: INFO @log_variables: valid face_fn mean: 0.684793 2020-06-17 07:20:17.474: INFO @log_variables: valid body_fp mean: 1.255167 2020-06-17 07:20:17.474: INFO @log_variables: valid body_fn mean: 0.939469 2020-06-17 07:20:17.474: INFO @log_variables: valid body_box_precision mean: 0.828885 2020-06-17 07:20:17.474: INFO @log_variables: valid loss mean: 1.330365 2020-06-17 07:20:17.474: INFO @log_variables: valid localisation_loss mean: 1.079755 2020-06-17 07:20:17.474: INFO @log_variables: valid classification_loss mean: 0.682512 2020-06-17 07:20:17.474: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 07:20:17.477: INFO @log_profile : T plain_train: 344.238676 2020-06-17 07:20:17.477: INFO @log_profile : T valid: 20.234354 2020-06-17 07:20:17.477: INFO @log_profile : T read data: 10.833484 2020-06-17 07:20:17.477: INFO @log_profile : T hooks: 27.843801 2020-06-17 07:20:17.477: INFO @main_loop : Epoch 297 done 2020-06-17 07:20:17.477: INFO @main_loop : Training epoch 298 2020-06-17 07:27:02.426: INFO @decay_lr : LR updated to `2.2453198e-05` 2020-06-17 07:27:02.442: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 07:27:02.442: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 07:27:02.442: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 07:27:02.442: INFO @log_variables: plain_train 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@log_variables: plain_train localisation_loss mean: 1.020619 2020-06-17 07:33:46.749: INFO @log_variables: plain_train classification_loss mean: 0.648631 2020-06-17 07:33:46.749: INFO @log_variables: valid box_f1 mean: 0.791664 2020-06-17 07:33:46.749: INFO @log_variables: valid box_recall mean: 0.840695 2020-06-17 07:33:46.749: INFO @log_variables: valid box_precision mean: 0.770027 2020-06-17 07:33:46.749: INFO @log_variables: valid face_box_f1 mean: 0.502412 2020-06-17 07:33:46.749: INFO @log_variables: valid body_box_f1 mean: 0.835102 2020-06-17 07:33:46.749: INFO @log_variables: valid face_box_recall mean: 0.565148 2020-06-17 07:33:46.749: INFO @log_variables: valid body_box_recall mean: 0.866264 2020-06-17 07:33:46.749: INFO @log_variables: valid face_box_precision mean: 0.480925 2020-06-17 07:33:46.749: INFO @log_variables: valid face_fp mean: 1.162156 2020-06-17 07:33:46.749: INFO @log_variables: valid face_fn mean: 0.661171 2020-06-17 07:33:46.749: INFO @log_variables: valid 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done 2020-06-17 07:40:32.054: INFO @main_loop : Training epoch 301 2020-06-17 07:47:17.431: INFO @decay_lr : LR updated to `2.2118082e-05` 2020-06-17 07:47:17.447: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 07:47:17.447: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 07:47:17.447: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 07:47:17.447: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 07:47:17.447: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 07:47:17.448: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 07:47:17.448: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 07:47:17.448: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-17 07:47:17.448: INFO @log_variables: plain_train face_fp mean: nan 2020-06-17 07:47:17.448: INFO @log_variables: plain_train face_fn mean: nan 2020-06-17 07:47:17.448: INFO @log_variables: plain_train 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read data: 10.854311 2020-06-17 07:47:17.452: INFO @log_profile : T hooks: 28.346550 2020-06-17 07:47:17.452: INFO @main_loop : Epoch 301 done 2020-06-17 07:47:17.452: INFO @main_loop : Training epoch 302 2020-06-17 07:54:02.989: INFO @decay_lr : LR updated to `2.200749e-05` 2020-06-17 07:54:03.004: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 07:54:03.005: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 07:54:03.005: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 07:54:03.005: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 07:54:03.005: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 07:54:03.005: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 07:54:03.005: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 07:54:03.005: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-17 07:54:03.005: INFO @log_variables: plain_train face_fp mean: 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INFO @log_variables: valid face_box_recall mean: 0.567115 2020-06-17 07:54:03.005: INFO @log_variables: valid body_box_recall mean: 0.878642 2020-06-17 07:54:03.006: INFO @log_variables: valid face_box_precision mean: 0.479896 2020-06-17 07:54:03.006: INFO @log_variables: valid face_fp mean: 1.150098 2020-06-17 07:54:03.006: INFO @log_variables: valid face_fn mean: 0.652313 2020-06-17 07:54:03.006: INFO @log_variables: valid body_fp mean: 1.484252 2020-06-17 07:54:03.006: INFO @log_variables: valid body_fn mean: 0.843504 2020-06-17 07:54:03.006: INFO @log_variables: valid body_box_precision mean: 0.811060 2020-06-17 07:54:03.006: INFO @log_variables: valid loss mean: 1.318055 2020-06-17 07:54:03.006: INFO @log_variables: valid localisation_loss mean: 1.064367 2020-06-17 07:54:03.006: INFO @log_variables: valid classification_loss mean: 0.679435 2020-06-17 07:54:03.006: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 07:54:03.009: INFO @log_profile : T plain_train: 344.645963 2020-06-17 07:54:03.009: INFO @log_profile : T valid: 20.209553 2020-06-17 07:54:03.009: INFO @log_profile : T read data: 10.844942 2020-06-17 07:54:03.009: INFO @log_profile : T hooks: 27.820237 2020-06-17 07:54:03.009: INFO @main_loop : Epoch 302 done 2020-06-17 07:54:03.009: INFO @main_loop : Training epoch 303 2020-06-17 08:00:48.471: INFO @decay_lr : LR updated to `2.1897453e-05` 2020-06-17 08:00:48.487: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 08:00:48.488: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 08:00:48.488: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 08:00:48.488: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 08:00:48.488: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 08:00:48.488: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 08:00:48.488: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 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@log_variables: valid face_box_f1 mean: 0.499283 2020-06-17 08:00:48.489: INFO @log_variables: valid body_box_f1 mean: 0.834538 2020-06-17 08:00:48.489: INFO @log_variables: valid face_box_recall mean: 0.557787 2020-06-17 08:00:48.489: INFO @log_variables: valid body_box_recall mean: 0.872093 2020-06-17 08:00:48.489: INFO @log_variables: valid face_box_precision mean: 0.480439 2020-06-17 08:00:48.489: INFO @log_variables: valid face_fp mean: 1.094242 2020-06-17 08:00:48.489: INFO @log_variables: valid face_fn mean: 0.682579 2020-06-17 08:00:48.489: INFO @log_variables: valid body_fp mean: 1.330709 2020-06-17 08:00:48.489: INFO @log_variables: valid body_fn mean: 0.901575 2020-06-17 08:00:48.489: INFO @log_variables: valid body_box_precision mean: 0.824773 2020-06-17 08:00:48.489: INFO @log_variables: valid loss mean: 1.324453 2020-06-17 08:00:48.489: INFO @log_variables: valid localisation_loss mean: 1.066972 2020-06-17 08:00:48.489: INFO @log_variables: valid classification_loss mean: 0.684270 2020-06-17 08:00:48.489: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 08:00:48.492: INFO @log_profile : T plain_train: 344.049450 2020-06-17 08:00:48.492: INFO @log_profile : T valid: 20.283258 2020-06-17 08:00:48.492: INFO @log_profile : T read data: 11.096569 2020-06-17 08:00:48.492: INFO @log_profile : T hooks: 28.006463 2020-06-17 08:00:48.492: INFO @main_loop : Epoch 303 done 2020-06-17 08:00:48.492: INFO @main_loop : Training epoch 304 2020-06-17 08:07:33.924: INFO @decay_lr : LR updated to `2.1787966e-05` 2020-06-17 08:07:33.940: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 08:07:33.940: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 08:07:33.940: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 08:07:33.940: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 08:07:33.940: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 08:07:33.940: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 08:07:33.940: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 08:07:33.940: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-17 08:07:33.940: INFO @log_variables: plain_train face_fp mean: nan 2020-06-17 08:07:33.940: INFO @log_variables: plain_train face_fn mean: nan 2020-06-17 08:07:33.940: INFO @log_variables: plain_train body_fp mean: nan 2020-06-17 08:07:33.940: INFO @log_variables: plain_train body_fn mean: nan 2020-06-17 08:07:33.940: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-17 08:07:33.941: INFO @log_variables: plain_train loss mean: 1.258401 2020-06-17 08:07:33.941: INFO @log_variables: plain_train localisation_loss mean: 1.017014 2020-06-17 08:07:33.941: INFO @log_variables: plain_train classification_loss mean: 0.648193 2020-06-17 08:07:33.941: INFO @log_variables: valid box_f1 mean: 0.786748 2020-06-17 08:07:33.941: INFO @log_variables: valid box_recall mean: 0.847797 2020-06-17 08:07:33.941: INFO @log_variables: valid box_precision mean: 0.755710 2020-06-17 08:07:33.941: INFO @log_variables: valid face_box_f1 mean: 0.498720 2020-06-17 08:07:33.941: INFO @log_variables: valid body_box_f1 mean: 0.829597 2020-06-17 08:07:33.941: INFO @log_variables: valid face_box_recall mean: 0.568352 2020-06-17 08:07:33.941: INFO @log_variables: valid body_box_recall mean: 0.873367 2020-06-17 08:07:33.941: INFO @log_variables: valid face_box_precision mean: 0.472822 2020-06-17 08:07:33.941: INFO @log_variables: valid face_fp mean: 1.215797 2020-06-17 08:07:33.941: INFO @log_variables: valid face_fn mean: 0.648868 2020-06-17 08:07:33.941: INFO @log_variables: valid body_fp mean: 1.409941 2020-06-17 08:07:33.941: INFO @log_variables: valid body_fn mean: 0.891240 2020-06-17 08:07:33.941: INFO @log_variables: valid body_box_precision mean: 0.814341 2020-06-17 08:07:33.941: INFO @log_variables: valid loss mean: 1.306461 2020-06-17 08:07:33.941: INFO @log_variables: valid localisation_loss mean: 1.061356 2020-06-17 08:07:33.941: INFO @log_variables: valid classification_loss mean: 0.669648 2020-06-17 08:07:33.941: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 08:07:33.944: INFO @log_profile : T plain_train: 344.396252 2020-06-17 08:07:33.944: INFO @log_profile : T valid: 20.226256 2020-06-17 08:07:33.944: INFO @log_profile : T read data: 10.758334 2020-06-17 08:07:33.944: INFO @log_profile : T hooks: 28.033883 2020-06-17 08:07:33.945: INFO @main_loop : Epoch 304 done 2020-06-17 08:07:33.945: INFO @main_loop : Training epoch 305 2020-06-17 08:14:19.481: INFO @decay_lr : LR updated to `2.1679027e-05` 2020-06-17 08:14:19.498: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 08:14:19.498: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 08:14:19.498: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 08:14:19.498: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 08:14:19.498: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 08:14:19.498: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 08:14:19.498: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 08:14:19.498: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-17 08:14:19.498: INFO @log_variables: plain_train face_fp mean: nan 2020-06-17 08:14:19.498: INFO @log_variables: plain_train face_fn mean: nan 2020-06-17 08:14:19.498: INFO @log_variables: plain_train body_fp mean: nan 2020-06-17 08:14:19.498: INFO @log_variables: plain_train body_fn mean: nan 2020-06-17 08:14:19.498: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-17 08:14:19.498: INFO @log_variables: plain_train loss mean: 1.263838 2020-06-17 08:14:19.498: INFO @log_variables: plain_train localisation_loss mean: 1.021989 2020-06-17 08:14:19.499: INFO @log_variables: plain_train classification_loss mean: 0.650645 2020-06-17 08:14:19.499: INFO @log_variables: valid box_f1 mean: 0.788784 2020-06-17 08:14:19.499: INFO @log_variables: valid box_recall mean: 0.843629 2020-06-17 08:14:19.499: INFO @log_variables: valid box_precision mean: 0.762670 2020-06-17 08:14:19.499: INFO @log_variables: valid face_box_f1 mean: 0.500036 2020-06-17 08:14:19.499: INFO @log_variables: valid body_box_f1 mean: 0.834095 2020-06-17 08:14:19.499: INFO @log_variables: valid face_box_recall mean: 0.567593 2020-06-17 08:14:19.499: INFO @log_variables: valid body_box_recall mean: 0.870317 2020-06-17 08:14:19.499: INFO @log_variables: valid face_box_precision mean: 0.475791 2020-06-17 08:14:19.499: INFO @log_variables: valid face_fp mean: 1.201772 2020-06-17 08:14:19.499: INFO @log_variables: valid face_fn mean: 0.654281 2020-06-17 08:14:19.499: INFO @log_variables: valid body_fp mean: 1.294045 2020-06-17 08:14:19.499: INFO @log_variables: valid body_fn mean: 0.928396 2020-06-17 08:14:19.499: INFO @log_variables: valid body_box_precision mean: 0.825150 2020-06-17 08:14:19.499: INFO @log_variables: valid loss mean: 1.324124 2020-06-17 08:14:19.499: INFO @log_variables: valid localisation_loss mean: 1.073526 2020-06-17 08:14:19.499: INFO @log_variables: valid classification_loss mean: 0.680008 2020-06-17 08:14:19.499: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 08:14:19.502: INFO @log_profile : T plain_train: 344.172501 2020-06-17 08:14:19.503: INFO @log_profile : T valid: 20.146074 2020-06-17 08:14:19.503: INFO @log_profile : T read data: 11.018868 2020-06-17 08:14:19.503: INFO @log_profile : T hooks: 28.169874 2020-06-17 08:14:19.503: INFO @main_loop : Epoch 305 done 2020-06-17 08:14:19.503: INFO @main_loop : Training epoch 306 2020-06-17 08:21:04.292: INFO @decay_lr : LR updated to `2.1570631e-05` 2020-06-17 08:21:04.308: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 08:21:04.309: INFO @log_variables: 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LR updated to `2.1462778e-05` 2020-06-17 08:27:50.386: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 08:27:50.386: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 08:27:50.386: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 08:27:50.386: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 08:27:50.387: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 08:27:50.387: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 08:27:50.387: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 08:27:50.387: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-17 08:27:50.387: INFO @log_variables: plain_train face_fp mean: nan 2020-06-17 08:27:50.387: INFO @log_variables: plain_train face_fn mean: nan 2020-06-17 08:27:50.387: INFO @log_variables: plain_train body_fp mean: nan 2020-06-17 08:27:50.387: INFO @log_variables: plain_train body_fn mean: nan 2020-06-17 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08:27:50.391: INFO @main_loop : Epoch 307 done 2020-06-17 08:27:50.391: INFO @main_loop : Training epoch 308 2020-06-17 08:34:34.934: INFO @decay_lr : LR updated to `2.1355465e-05` 2020-06-17 08:34:34.950: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 08:34:34.950: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 08:34:34.950: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 08:34:34.950: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 08:34:34.950: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 08:34:34.950: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 08:34:34.950: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 08:34:34.950: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-17 08:34:34.951: INFO @log_variables: plain_train face_fp mean: nan 2020-06-17 08:34:34.951: INFO @log_variables: plain_train face_fn mean: nan 2020-06-17 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@log_variables: valid body_box_recall mean: 0.872161 2020-06-17 08:34:34.951: INFO @log_variables: valid face_box_precision mean: 0.479861 2020-06-17 08:34:34.951: INFO @log_variables: valid face_fp mean: 1.149360 2020-06-17 08:34:34.951: INFO @log_variables: valid face_fn mean: 0.650591 2020-06-17 08:34:34.951: INFO @log_variables: valid body_fp mean: 1.343504 2020-06-17 08:34:34.951: INFO @log_variables: valid body_fn mean: 0.905758 2020-06-17 08:34:34.951: INFO @log_variables: valid body_box_precision mean: 0.821452 2020-06-17 08:34:34.951: INFO @log_variables: valid loss mean: 1.310979 2020-06-17 08:34:34.952: INFO @log_variables: valid localisation_loss mean: 1.063895 2020-06-17 08:34:34.952: INFO @log_variables: valid classification_loss mean: 0.672641 2020-06-17 08:34:34.952: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 08:34:34.954: INFO @log_profile : T plain_train: 343.791890 2020-06-17 08:34:34.954: INFO @log_profile : T valid: 20.012675 2020-06-17 08:34:34.955: INFO @log_profile : T read data: 10.865932 2020-06-17 08:34:34.955: INFO @log_profile : T hooks: 27.855051 2020-06-17 08:34:34.955: INFO @main_loop : Epoch 308 done 2020-06-17 08:34:34.955: INFO @main_loop : Training epoch 309 2020-06-17 08:41:20.327: INFO @decay_lr : LR updated to `2.1248688e-05` 2020-06-17 08:41:20.342: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 08:41:20.342: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 08:41:20.342: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 08:41:20.342: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 08:41:20.342: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 08:41:20.343: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 08:41:20.343: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 08:41:20.343: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-17 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valid body_box_f1 mean: 0.830551 2020-06-17 08:41:20.343: INFO @log_variables: valid face_box_recall mean: 0.566588 2020-06-17 08:41:20.343: INFO @log_variables: valid body_box_recall mean: 0.874320 2020-06-17 08:41:20.343: INFO @log_variables: valid face_box_precision mean: 0.481354 2020-06-17 08:41:20.344: INFO @log_variables: valid face_fp mean: 1.143455 2020-06-17 08:41:20.344: INFO @log_variables: valid face_fn mean: 0.651575 2020-06-17 08:41:20.344: INFO @log_variables: valid body_fp mean: 1.395669 2020-06-17 08:41:20.344: INFO @log_variables: valid body_fn mean: 0.888041 2020-06-17 08:41:20.344: INFO @log_variables: valid body_box_precision mean: 0.815422 2020-06-17 08:41:20.344: INFO @log_variables: valid loss mean: 1.316398 2020-06-17 08:41:20.344: INFO @log_variables: valid localisation_loss mean: 1.065697 2020-06-17 08:41:20.344: INFO @log_variables: valid classification_loss mean: 0.676980 2020-06-17 08:41:20.344: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 08:41:20.347: INFO @log_profile : T plain_train: 344.255761 2020-06-17 08:41:20.347: INFO @log_profile : T valid: 20.247724 2020-06-17 08:41:20.347: INFO @log_profile : T read data: 10.943126 2020-06-17 08:41:20.347: INFO @log_profile : T hooks: 27.899152 2020-06-17 08:41:20.347: INFO @main_loop : Epoch 309 done 2020-06-17 08:41:20.347: INFO @main_loop : Training epoch 310 2020-06-17 08:48:04.637: INFO @decay_lr : LR updated to `2.1142445e-05` 2020-06-17 08:48:04.653: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 08:48:04.653: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 08:48:04.653: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 08:48:04.653: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 08:48:04.653: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 08:48:04.653: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 08:48:04.653: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 08:48:04.653: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-17 08:48:04.653: INFO @log_variables: plain_train face_fp mean: nan 2020-06-17 08:48:04.653: INFO @log_variables: plain_train face_fn mean: nan 2020-06-17 08:48:04.654: INFO @log_variables: plain_train body_fp mean: nan 2020-06-17 08:48:04.654: INFO @log_variables: plain_train body_fn mean: nan 2020-06-17 08:48:04.654: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-17 08:48:04.654: INFO @log_variables: plain_train loss mean: 1.258955 2020-06-17 08:48:04.654: INFO @log_variables: plain_train localisation_loss mean: 1.016720 2020-06-17 08:48:04.654: INFO @log_variables: plain_train classification_loss mean: 0.648924 2020-06-17 08:48:04.654: INFO @log_variables: valid box_f1 mean: 0.788247 2020-06-17 08:48:04.654: INFO @log_variables: valid box_recall mean: 0.843453 2020-06-17 08:48:04.654: INFO @log_variables: valid box_precision mean: 0.761912 2020-06-17 08:48:04.654: INFO @log_variables: valid face_box_f1 mean: 0.494660 2020-06-17 08:48:04.654: INFO @log_variables: valid body_box_f1 mean: 0.835812 2020-06-17 08:48:04.654: INFO @log_variables: valid face_box_recall mean: 0.565151 2020-06-17 08:48:04.654: INFO @log_variables: valid body_box_recall mean: 0.868567 2020-06-17 08:48:04.654: INFO @log_variables: valid face_box_precision mean: 0.468831 2020-06-17 08:48:04.654: INFO @log_variables: valid face_fp mean: 1.259104 2020-06-17 08:48:04.654: INFO @log_variables: valid face_fn mean: 0.650344 2020-06-17 08:48:04.654: INFO @log_variables: valid body_fp mean: 1.251969 2020-06-17 08:48:04.654: INFO @log_variables: valid body_fn mean: 0.928888 2020-06-17 08:48:04.654: INFO @log_variables: valid body_box_precision mean: 0.829672 2020-06-17 08:48:04.655: INFO @log_variables: valid loss mean: 1.318761 2020-06-17 08:48:04.655: INFO @log_variables: valid localisation_loss mean: 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@log_variables: valid box_f1 mean: 0.791233 2020-06-17 08:54:49.110: INFO @log_variables: valid box_recall mean: 0.849180 2020-06-17 08:54:49.110: INFO @log_variables: valid box_precision mean: 0.762597 2020-06-17 08:54:49.110: INFO @log_variables: valid face_box_f1 mean: 0.499527 2020-06-17 08:54:49.110: INFO @log_variables: valid body_box_f1 mean: 0.834699 2020-06-17 08:54:49.110: INFO @log_variables: valid face_box_recall mean: 0.562862 2020-06-17 08:54:49.111: INFO @log_variables: valid body_box_recall mean: 0.877245 2020-06-17 08:54:49.111: INFO @log_variables: valid face_box_precision mean: 0.477892 2020-06-17 08:54:49.111: INFO @log_variables: valid face_fp mean: 1.161663 2020-06-17 08:54:49.111: INFO @log_variables: valid face_fn mean: 0.665846 2020-06-17 08:54:49.111: INFO @log_variables: valid body_fp mean: 1.384350 2020-06-17 08:54:49.111: INFO @log_variables: valid body_fn mean: 0.859252 2020-06-17 08:54:49.111: INFO @log_variables: valid body_box_precision mean: 0.819969 2020-06-17 08:54:49.111: INFO @log_variables: valid loss mean: 1.319306 2020-06-17 08:54:49.111: INFO @log_variables: valid localisation_loss mean: 1.064123 2020-06-17 08:54:49.111: INFO @log_variables: valid classification_loss mean: 0.680832 2020-06-17 08:54:49.111: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 08:54:49.114: INFO @log_profile : T plain_train: 343.205829 2020-06-17 08:54:49.114: INFO @log_profile : T valid: 20.250021 2020-06-17 08:54:49.114: INFO @log_profile : T read data: 11.005541 2020-06-17 08:54:49.114: INFO @log_profile : T hooks: 27.951409 2020-06-17 08:54:49.114: INFO @main_loop : Epoch 311 done 2020-06-17 08:54:49.114: INFO @main_loop : Training epoch 312 2020-06-17 09:01:33.508: INFO @decay_lr : LR updated to `2.093155e-05` 2020-06-17 09:01:33.524: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 09:01:33.524: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 09:01:33.524: INFO 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09:08:16.498: INFO @main_loop : Training epoch 314 2020-06-17 09:15:00.013: INFO @decay_lr : LR updated to `2.0722757e-05` 2020-06-17 09:15:00.030: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 09:15:00.030: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 09:15:00.030: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 09:15:00.030: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 09:15:00.030: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 09:15:00.030: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 09:15:00.030: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 09:15:00.030: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-17 09:15:00.030: INFO @log_variables: plain_train face_fp mean: nan 2020-06-17 09:15:00.030: INFO @log_variables: plain_train face_fn mean: nan 2020-06-17 09:15:00.030: INFO @log_variables: plain_train body_fp mean: 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@log_variables: valid face_box_recall mean: 0.567952 2020-06-17 09:21:43.647: INFO @log_variables: valid body_box_recall mean: 0.872915 2020-06-17 09:21:43.647: INFO @log_variables: valid face_box_precision mean: 0.482041 2020-06-17 09:21:43.648: INFO @log_variables: valid face_fp mean: 1.140748 2020-06-17 09:21:43.648: INFO @log_variables: valid face_fn mean: 0.652559 2020-06-17 09:21:43.648: INFO @log_variables: valid body_fp mean: 1.387795 2020-06-17 09:21:43.648: INFO @log_variables: valid body_fn mean: 0.896407 2020-06-17 09:21:43.648: INFO @log_variables: valid body_box_precision mean: 0.816840 2020-06-17 09:21:43.648: INFO @log_variables: valid loss mean: 1.312742 2020-06-17 09:21:43.648: INFO @log_variables: valid localisation_loss mean: 1.062546 2020-06-17 09:21:43.648: INFO @log_variables: valid classification_loss mean: 0.675214 2020-06-17 09:21:43.648: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 09:21:43.651: INFO @log_profile : T plain_train: 342.716317 2020-06-17 09:21:43.651: INFO @log_profile : T valid: 19.939806 2020-06-17 09:21:43.651: INFO @log_profile : T read data: 10.904771 2020-06-17 09:21:43.651: INFO @log_profile : T hooks: 27.999334 2020-06-17 09:21:43.651: INFO @main_loop : Epoch 315 done 2020-06-17 09:21:43.651: INFO @main_loop : Training epoch 316 2020-06-17 09:28:27.221: INFO @decay_lr : LR updated to `2.0516049e-05` 2020-06-17 09:28:27.238: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 09:28:27.239: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 09:28:27.239: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 09:28:27.239: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 09:28:27.239: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 09:28:27.239: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 09:28:27.239: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 09:28:27.239: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-17 09:28:27.239: INFO @log_variables: plain_train face_fp mean: nan 2020-06-17 09:28:27.239: INFO @log_variables: plain_train face_fn mean: nan 2020-06-17 09:28:27.239: INFO @log_variables: plain_train body_fp mean: nan 2020-06-17 09:28:27.239: INFO @log_variables: plain_train body_fn mean: nan 2020-06-17 09:28:27.239: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-17 09:28:27.239: INFO @log_variables: plain_train loss mean: 1.255618 2020-06-17 09:28:27.239: INFO @log_variables: plain_train localisation_loss mean: 1.018297 2020-06-17 09:28:27.239: INFO @log_variables: plain_train classification_loss mean: 0.644639 2020-06-17 09:28:27.239: INFO @log_variables: valid box_f1 mean: 0.787905 2020-06-17 09:28:27.239: INFO @log_variables: valid box_recall mean: 0.844645 2020-06-17 09:28:27.239: INFO @log_variables: valid box_precision mean: 0.760134 2020-06-17 09:28:27.239: INFO @log_variables: valid face_box_f1 mean: 0.490661 2020-06-17 09:28:27.240: INFO @log_variables: valid body_box_f1 mean: 0.835350 2020-06-17 09:28:27.240: INFO @log_variables: valid face_box_recall mean: 0.561287 2020-06-17 09:28:27.240: INFO @log_variables: valid body_box_recall mean: 0.872294 2020-06-17 09:28:27.240: INFO @log_variables: valid face_box_precision mean: 0.465112 2020-06-17 09:28:27.240: INFO @log_variables: valid face_fp mean: 1.267224 2020-06-17 09:28:27.240: INFO @log_variables: valid face_fn mean: 0.661417 2020-06-17 09:28:27.240: INFO @log_variables: valid body_fp mean: 1.315453 2020-06-17 09:28:27.240: INFO @log_variables: valid body_fn mean: 0.903789 2020-06-17 09:28:27.240: INFO @log_variables: valid body_box_precision mean: 0.825629 2020-06-17 09:28:27.240: INFO @log_variables: valid loss mean: 1.322668 2020-06-17 09:28:27.240: INFO @log_variables: valid localisation_loss mean: 1.067334 2020-06-17 09:28:27.240: INFO @log_variables: valid classification_loss mean: 0.682268 2020-06-17 09:28:27.240: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 09:28:27.243: INFO @log_profile : T plain_train: 343.013936 2020-06-17 09:28:27.243: INFO @log_profile : T valid: 19.905974 2020-06-17 09:28:27.243: INFO @log_profile : T read data: 10.956997 2020-06-17 09:28:27.243: INFO @log_profile : T hooks: 27.651642 2020-06-17 09:28:27.244: INFO @main_loop : Epoch 316 done 2020-06-17 09:28:27.244: INFO @main_loop : Training epoch 317 2020-06-17 09:35:10.452: INFO @decay_lr : LR updated to `2.0413469e-05` 2020-06-17 09:35:10.468: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 09:35:10.468: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 09:35:10.468: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 09:35:10.468: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 09:35:10.468: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 09:35:10.468: INFO @log_variables: 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mean: 0.848753 2020-06-17 09:35:10.469: INFO @log_variables: valid box_precision mean: 0.758311 2020-06-17 09:35:10.469: INFO @log_variables: valid face_box_f1 mean: 0.498774 2020-06-17 09:35:10.469: INFO @log_variables: valid body_box_f1 mean: 0.833273 2020-06-17 09:35:10.469: INFO @log_variables: valid face_box_recall mean: 0.569979 2020-06-17 09:35:10.469: INFO @log_variables: valid body_box_recall mean: 0.873675 2020-06-17 09:35:10.469: INFO @log_variables: valid face_box_precision mean: 0.472379 2020-06-17 09:35:10.469: INFO @log_variables: valid face_fp mean: 1.231299 2020-06-17 09:35:10.469: INFO @log_variables: valid face_fn mean: 0.644685 2020-06-17 09:35:10.469: INFO @log_variables: valid body_fp mean: 1.364419 2020-06-17 09:35:10.469: INFO @log_variables: valid body_fn mean: 0.897884 2020-06-17 09:35:10.470: INFO @log_variables: valid body_box_precision mean: 0.820538 2020-06-17 09:35:10.470: INFO @log_variables: valid loss mean: 1.317842 2020-06-17 09:35:10.470: INFO @log_variables: valid localisation_loss mean: 1.062577 2020-06-17 09:35:10.470: INFO @log_variables: valid classification_loss mean: 0.680296 2020-06-17 09:35:10.470: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 09:35:10.472: INFO @log_profile : T plain_train: 343.114520 2020-06-17 09:35:10.473: INFO @log_profile : T valid: 19.978792 2020-06-17 09:35:10.473: INFO @log_profile : T read data: 10.716892 2020-06-17 09:35:10.473: INFO @log_profile : T hooks: 27.370950 2020-06-17 09:35:10.473: INFO @main_loop : Epoch 317 done 2020-06-17 09:35:10.473: INFO @main_loop : Training epoch 318 2020-06-17 09:41:54.615: INFO @decay_lr : LR updated to `2.0311401e-05` 2020-06-17 09:41:54.631: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 09:41:54.632: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 09:41:54.632: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 09:41:54.632: INFO @log_variables: plain_train 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@log_variables: plain_train localisation_loss mean: 1.015818 2020-06-17 09:48:39.681: INFO @log_variables: plain_train classification_loss mean: 0.644667 2020-06-17 09:48:39.681: INFO @log_variables: valid box_f1 mean: 0.792639 2020-06-17 09:48:39.681: INFO @log_variables: valid box_recall mean: 0.843711 2020-06-17 09:48:39.681: INFO @log_variables: valid box_precision mean: 0.769175 2020-06-17 09:48:39.681: INFO @log_variables: valid face_box_f1 mean: 0.501200 2020-06-17 09:48:39.681: INFO @log_variables: valid body_box_f1 mean: 0.833413 2020-06-17 09:48:39.681: INFO @log_variables: valid face_box_recall mean: 0.557798 2020-06-17 09:48:39.681: INFO @log_variables: valid body_box_recall mean: 0.872584 2020-06-17 09:48:39.681: INFO @log_variables: valid face_box_precision mean: 0.484191 2020-06-17 09:48:39.681: INFO @log_variables: valid face_fp mean: 1.080217 2020-06-17 09:48:39.681: INFO @log_variables: valid face_fn mean: 0.676919 2020-06-17 09:48:39.681: INFO @log_variables: valid 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09:55:24.222: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 09:55:24.222: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 09:55:24.222: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 09:55:24.222: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 09:55:24.222: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 09:55:24.222: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 09:55:24.222: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 09:55:24.222: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-17 09:55:24.222: INFO @log_variables: plain_train face_fp mean: nan 2020-06-17 09:55:24.222: INFO @log_variables: plain_train face_fn mean: nan 2020-06-17 09:55:24.223: INFO @log_variables: plain_train body_fp mean: nan 2020-06-17 09:55:24.223: INFO @log_variables: plain_train body_fn mean: nan 2020-06-17 09:55:24.223: INFO @log_variables: 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done 2020-06-17 09:55:24.227: INFO @main_loop : Training epoch 321 2020-06-17 10:02:08.408: INFO @decay_lr : LR updated to `2.000825e-05` 2020-06-17 10:02:08.426: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 10:02:08.426: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 10:02:08.426: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 10:02:08.426: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 10:02:08.426: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 10:02:08.426: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 10:02:08.426: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 10:02:08.426: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-17 10:02:08.427: INFO @log_variables: plain_train face_fp mean: nan 2020-06-17 10:02:08.427: INFO @log_variables: plain_train face_fn mean: nan 2020-06-17 10:02:08.427: INFO @log_variables: plain_train 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2020-06-17 10:02:08.427: INFO @log_variables: valid face_box_precision mean: 0.476273 2020-06-17 10:02:08.427: INFO @log_variables: valid face_fp mean: 1.153297 2020-06-17 10:02:08.427: INFO @log_variables: valid face_fn mean: 0.669783 2020-06-17 10:02:08.427: INFO @log_variables: valid body_fp mean: 1.404528 2020-06-17 10:02:08.427: INFO @log_variables: valid body_fn mean: 0.888287 2020-06-17 10:02:08.428: INFO @log_variables: valid body_box_precision mean: 0.815508 2020-06-17 10:02:08.428: INFO @log_variables: valid loss mean: 1.311047 2020-06-17 10:02:08.428: INFO @log_variables: valid localisation_loss mean: 1.060708 2020-06-17 10:02:08.428: INFO @log_variables: valid classification_loss mean: 0.674622 2020-06-17 10:02:08.428: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 10:02:08.431: INFO @log_profile : T plain_train: 343.363447 2020-06-17 10:02:08.431: INFO @log_profile : T valid: 20.144949 2020-06-17 10:02:08.431: INFO @log_profile : T read data: 10.763599 2020-06-17 10:02:08.431: INFO @log_profile : T hooks: 27.883436 2020-06-17 10:02:08.431: INFO @main_loop : Epoch 321 done 2020-06-17 10:02:08.431: INFO @main_loop : Training epoch 322 2020-06-17 10:08:52.959: INFO @decay_lr : LR updated to `1.990821e-05` 2020-06-17 10:08:52.976: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 10:08:52.976: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 10:08:52.976: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 10:08:52.976: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 10:08:52.976: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 10:08:52.976: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 10:08:52.976: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 10:08:52.976: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-17 10:08:52.976: INFO @log_variables: plain_train face_fp mean: nan 2020-06-17 10:08:52.976: INFO @log_variables: plain_train face_fn mean: nan 2020-06-17 10:08:52.976: INFO @log_variables: plain_train body_fp mean: nan 2020-06-17 10:08:52.976: INFO @log_variables: plain_train body_fn mean: nan 2020-06-17 10:08:52.976: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-17 10:08:52.976: INFO @log_variables: plain_train loss mean: 1.256395 2020-06-17 10:08:52.976: INFO @log_variables: plain_train localisation_loss mean: 1.014636 2020-06-17 10:08:52.976: INFO @log_variables: plain_train classification_loss mean: 0.647614 2020-06-17 10:08:52.976: INFO @log_variables: valid box_f1 mean: 0.791948 2020-06-17 10:08:52.977: INFO @log_variables: valid box_recall mean: 0.841597 2020-06-17 10:08:52.977: INFO @log_variables: valid box_precision mean: 0.769876 2020-06-17 10:08:52.977: INFO @log_variables: valid face_box_f1 mean: 0.498241 2020-06-17 10:08:52.977: INFO @log_variables: valid body_box_f1 mean: 0.836881 2020-06-17 10:08:52.977: INFO @log_variables: valid face_box_recall mean: 0.562931 2020-06-17 10:08:52.977: INFO @log_variables: valid body_box_recall mean: 0.867338 2020-06-17 10:08:52.977: INFO @log_variables: valid face_box_precision mean: 0.475704 2020-06-17 10:08:52.977: INFO @log_variables: valid face_fp mean: 1.165600 2020-06-17 10:08:52.977: INFO @log_variables: valid face_fn mean: 0.664862 2020-06-17 10:08:52.977: INFO @log_variables: valid body_fp mean: 1.230561 2020-06-17 10:08:52.977: INFO @log_variables: valid body_fn mean: 0.941437 2020-06-17 10:08:52.977: INFO @log_variables: valid body_box_precision mean: 0.832905 2020-06-17 10:08:52.977: INFO @log_variables: valid loss mean: 1.322384 2020-06-17 10:08:52.977: INFO @log_variables: valid localisation_loss mean: 1.069129 2020-06-17 10:08:52.977: INFO @log_variables: valid classification_loss mean: 0.680907 2020-06-17 10:08:52.977: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 10:08:52.980: INFO @log_profile : T plain_train: 343.578930 2020-06-17 10:08:52.980: INFO @log_profile : T valid: 20.167590 2020-06-17 10:08:52.980: INFO @log_profile : T read data: 10.906465 2020-06-17 10:08:52.980: INFO @log_profile : T hooks: 27.822525 2020-06-17 10:08:52.980: INFO @main_loop : Epoch 322 done 2020-06-17 10:08:52.981: INFO @main_loop : Training epoch 323 2020-06-17 10:15:36.631: INFO @decay_lr : LR updated to `1.980867e-05` 2020-06-17 10:15:36.647: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 10:15:36.647: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 10:15:36.647: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 10:15:36.648: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 10:15:36.648: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 10:15:36.648: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 10:15:36.648: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 10:15:36.648: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-17 10:15:36.648: INFO @log_variables: plain_train face_fp mean: nan 2020-06-17 10:15:36.648: INFO @log_variables: plain_train face_fn mean: nan 2020-06-17 10:15:36.648: INFO @log_variables: plain_train body_fp mean: nan 2020-06-17 10:15:36.648: INFO @log_variables: plain_train body_fn mean: nan 2020-06-17 10:15:36.648: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-17 10:15:36.648: INFO @log_variables: plain_train loss mean: 1.259162 2020-06-17 10:15:36.648: INFO @log_variables: plain_train localisation_loss mean: 1.020102 2020-06-17 10:15:36.648: INFO @log_variables: plain_train classification_loss mean: 0.647101 2020-06-17 10:15:36.648: INFO @log_variables: valid box_f1 mean: 0.794120 2020-06-17 10:15:36.648: INFO @log_variables: valid box_recall mean: 0.842999 2020-06-17 10:15:36.648: INFO @log_variables: valid box_precision mean: 0.772734 2020-06-17 10:15:36.648: INFO @log_variables: valid face_box_f1 mean: 0.501959 2020-06-17 10:15:36.648: INFO @log_variables: valid body_box_f1 mean: 0.837950 2020-06-17 10:15:36.648: INFO @log_variables: valid face_box_recall mean: 0.562554 2020-06-17 10:15:36.649: INFO @log_variables: valid body_box_recall mean: 0.869487 2020-06-17 10:15:36.649: INFO @log_variables: valid face_box_precision mean: 0.481736 2020-06-17 10:15:36.649: INFO @log_variables: valid face_fp mean: 1.128937 2020-06-17 10:15:36.649: INFO @log_variables: valid face_fn mean: 0.665354 2020-06-17 10:15:36.649: INFO @log_variables: valid body_fp mean: 1.223425 2020-06-17 10:15:36.649: INFO @log_variables: valid body_fn mean: 0.935285 2020-06-17 10:15:36.649: INFO @log_variables: valid body_box_precision mean: 0.833043 2020-06-17 10:15:36.649: INFO @log_variables: valid loss mean: 1.315303 2020-06-17 10:15:36.649: INFO @log_variables: valid localisation_loss mean: 1.068237 2020-06-17 10:15:36.649: INFO @log_variables: valid classification_loss mean: 0.674361 2020-06-17 10:15:36.649: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 10:15:36.652: INFO @log_profile : T plain_train: 342.925368 2020-06-17 10:15:36.652: INFO @log_profile : T valid: 20.020834 2020-06-17 10:15:36.652: INFO @log_profile : T read data: 10.936558 2020-06-17 10:15:36.652: INFO @log_profile : T hooks: 27.743634 2020-06-17 10:15:36.652: INFO @main_loop : Epoch 323 done 2020-06-17 10:15:36.652: INFO @main_loop : Training epoch 324 2020-06-17 10:22:21.298: INFO @decay_lr : LR updated to `1.9709625e-05` 2020-06-17 10:22:21.317: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 10:22:21.317: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 10:22:21.317: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 10:22:21.317: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 10:22:21.317: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 10:22:21.317: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 10:22:21.317: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 10:22:21.317: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-17 10:22:21.317: INFO @log_variables: plain_train face_fp mean: nan 2020-06-17 10:22:21.317: INFO @log_variables: plain_train face_fn mean: nan 2020-06-17 10:22:21.318: INFO @log_variables: plain_train body_fp mean: nan 2020-06-17 10:22:21.318: INFO @log_variables: plain_train body_fn mean: nan 2020-06-17 10:22:21.318: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-17 10:22:21.318: INFO @log_variables: plain_train loss mean: 1.253404 2020-06-17 10:22:21.318: INFO @log_variables: plain_train localisation_loss mean: 1.013874 2020-06-17 10:22:21.318: INFO @log_variables: plain_train classification_loss mean: 0.645079 2020-06-17 10:22:21.318: INFO @log_variables: valid box_f1 mean: 0.793042 2020-06-17 10:22:21.318: INFO @log_variables: 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10:22:21.319: INFO @log_variables: valid localisation_loss mean: 1.061037 2020-06-17 10:22:21.319: INFO @log_variables: valid classification_loss mean: 0.688874 2020-06-17 10:22:21.319: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 10:22:21.322: INFO @log_profile : T plain_train: 343.881248 2020-06-17 10:22:21.322: INFO @log_profile : T valid: 19.920894 2020-06-17 10:22:21.322: INFO @log_profile : T read data: 10.919778 2020-06-17 10:22:21.322: INFO @log_profile : T hooks: 27.861733 2020-06-17 10:22:21.322: INFO @main_loop : Epoch 324 done 2020-06-17 10:22:21.322: INFO @main_loop : Training epoch 325 2020-06-17 10:29:04.636: INFO @decay_lr : LR updated to `1.9611078e-05` 2020-06-17 10:29:04.652: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 10:29:04.652: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 10:29:04.653: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 10:29:04.653: INFO 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LR updated to `1.9415456e-05` 2020-06-17 10:42:32.610: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 10:42:32.610: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 10:42:32.610: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 10:42:32.610: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 10:42:32.610: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 10:42:32.610: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 10:42:32.610: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 10:42:32.610: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-17 10:42:32.611: INFO @log_variables: plain_train face_fp mean: nan 2020-06-17 10:42:32.611: INFO @log_variables: plain_train face_fn mean: nan 2020-06-17 10:42:32.611: INFO @log_variables: plain_train body_fp mean: nan 2020-06-17 10:42:32.611: INFO @log_variables: plain_train body_fn mean: nan 2020-06-17 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10:42:32.611: INFO @log_variables: valid face_fp mean: 1.208415 2020-06-17 10:42:32.611: INFO @log_variables: valid face_fn mean: 0.665354 2020-06-17 10:42:32.611: INFO @log_variables: valid body_fp mean: 1.347195 2020-06-17 10:42:32.611: INFO @log_variables: valid body_fn mean: 0.889272 2020-06-17 10:42:32.611: INFO @log_variables: valid body_box_precision mean: 0.822134 2020-06-17 10:42:32.611: INFO @log_variables: valid loss mean: 1.304328 2020-06-17 10:42:32.612: INFO @log_variables: valid localisation_loss mean: 1.054547 2020-06-17 10:42:32.612: INFO @log_variables: valid classification_loss mean: 0.671600 2020-06-17 10:42:32.612: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 10:42:32.614: INFO @log_profile : T plain_train: 343.662102 2020-06-17 10:42:32.615: INFO @log_profile : T valid: 20.124745 2020-06-17 10:42:32.615: INFO @log_profile : T read data: 10.812981 2020-06-17 10:42:32.615: INFO @log_profile : T hooks: 27.611306 2020-06-17 10:42:32.615: INFO @main_loop : Epoch 327 done 2020-06-17 10:42:32.615: INFO @main_loop : Training epoch 328 2020-06-17 10:49:16.094: INFO @decay_lr : LR updated to `1.9318379e-05` 2020-06-17 10:49:16.110: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 10:49:16.110: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 10:49:16.110: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 10:49:16.110: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 10:49:16.110: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 10:49:16.111: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 10:49:16.111: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 10:49:16.111: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-17 10:49:16.111: INFO @log_variables: plain_train face_fp mean: nan 2020-06-17 10:49:16.111: INFO @log_variables: plain_train face_fn mean: nan 2020-06-17 10:49:16.111: INFO @log_variables: plain_train body_fp mean: nan 2020-06-17 10:49:16.111: INFO @log_variables: plain_train body_fn mean: nan 2020-06-17 10:49:16.111: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-17 10:49:16.111: INFO @log_variables: plain_train loss mean: 1.254477 2020-06-17 10:49:16.111: INFO @log_variables: plain_train localisation_loss mean: 1.013499 2020-06-17 10:49:16.111: INFO @log_variables: plain_train classification_loss mean: 0.646377 2020-06-17 10:49:16.111: INFO @log_variables: valid box_f1 mean: 0.793022 2020-06-17 10:49:16.111: INFO @log_variables: valid box_recall mean: 0.844574 2020-06-17 10:49:16.111: INFO @log_variables: valid box_precision mean: 0.769276 2020-06-17 10:49:16.111: INFO @log_variables: valid face_box_f1 mean: 0.502039 2020-06-17 10:49:16.111: INFO @log_variables: valid body_box_f1 mean: 0.836421 2020-06-17 10:49:16.111: INFO @log_variables: valid face_box_recall mean: 0.567155 2020-06-17 10:49:16.111: INFO @log_variables: valid body_box_recall mean: 0.870927 2020-06-17 10:49:16.111: INFO @log_variables: valid face_box_precision mean: 0.479054 2020-06-17 10:49:16.111: INFO @log_variables: valid face_fp mean: 1.161663 2020-06-17 10:49:16.111: INFO @log_variables: valid face_fn mean: 0.656988 2020-06-17 10:49:16.111: INFO @log_variables: valid body_fp mean: 1.250000 2020-06-17 10:49:16.111: INFO @log_variables: valid body_fn mean: 0.917569 2020-06-17 10:49:16.112: INFO @log_variables: valid body_box_precision mean: 0.829188 2020-06-17 10:49:16.112: INFO @log_variables: valid loss mean: 1.312810 2020-06-17 10:49:16.112: INFO @log_variables: valid localisation_loss mean: 1.060480 2020-06-17 10:49:16.112: INFO @log_variables: valid classification_loss mean: 0.676522 2020-06-17 10:49:16.112: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 10:49:16.115: INFO @log_profile : T plain_train: 343.126378 2020-06-17 10:49:16.115: INFO @log_profile : T valid: 19.906223 2020-06-17 10:49:16.115: INFO @log_profile : T read data: 10.852858 2020-06-17 10:49:16.115: INFO @log_profile : T hooks: 27.558775 2020-06-17 10:49:16.115: INFO @main_loop : Epoch 328 done 2020-06-17 10:49:16.115: INFO @main_loop : Training epoch 329 2020-06-17 10:56:01.075: INFO @decay_lr : LR updated to `1.9221787e-05` 2020-06-17 10:56:01.092: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 10:56:01.092: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 10:56:01.092: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 10:56:01.092: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 10:56:01.092: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 10:56:01.092: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 10:56:01.092: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 10:56:01.092: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-17 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./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 10:56:01.096: INFO @log_profile : T plain_train: 344.071216 2020-06-17 10:56:01.096: INFO @log_profile : T valid: 20.113269 2020-06-17 10:56:01.096: INFO @log_profile : T read data: 10.764675 2020-06-17 10:56:01.097: INFO @log_profile : T hooks: 27.977184 2020-06-17 10:56:01.097: INFO @main_loop : Epoch 329 done 2020-06-17 10:56:01.097: INFO @main_loop : Training epoch 330 2020-06-17 11:02:45.978: INFO @decay_lr : LR updated to `1.9125679e-05` 2020-06-17 11:02:45.995: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 11:02:45.995: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 11:02:45.995: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 11:02:45.995: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 11:02:45.995: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 11:02:45.995: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 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@log_variables: valid box_precision mean: 0.766488 2020-06-17 11:02:45.996: INFO @log_variables: valid face_box_f1 mean: 0.499743 2020-06-17 11:02:45.996: INFO @log_variables: valid body_box_f1 mean: 0.835983 2020-06-17 11:02:45.996: INFO @log_variables: valid face_box_recall mean: 0.568085 2020-06-17 11:02:45.996: INFO @log_variables: valid body_box_recall mean: 0.867796 2020-06-17 11:02:45.996: INFO @log_variables: valid face_box_precision mean: 0.475727 2020-06-17 11:02:45.996: INFO @log_variables: valid face_fp mean: 1.206693 2020-06-17 11:02:45.996: INFO @log_variables: valid face_fn mean: 0.647884 2020-06-17 11:02:45.996: INFO @log_variables: valid body_fp mean: 1.235236 2020-06-17 11:02:45.996: INFO @log_variables: valid body_fn mean: 0.945128 2020-06-17 11:02:45.996: INFO @log_variables: valid body_box_precision mean: 0.830820 2020-06-17 11:02:45.996: INFO @log_variables: valid loss mean: 1.313606 2020-06-17 11:02:45.996: INFO @log_variables: valid localisation_loss mean: 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@log_variables: valid box_f1 mean: 0.791527 2020-06-17 11:09:30.199: INFO @log_variables: valid box_recall mean: 0.844637 2020-06-17 11:09:30.199: INFO @log_variables: valid box_precision mean: 0.766507 2020-06-17 11:09:30.199: INFO @log_variables: valid face_box_f1 mean: 0.502270 2020-06-17 11:09:30.199: INFO @log_variables: valid body_box_f1 mean: 0.834049 2020-06-17 11:09:30.199: INFO @log_variables: valid face_box_recall mean: 0.565431 2020-06-17 11:09:30.199: INFO @log_variables: valid body_box_recall mean: 0.870425 2020-06-17 11:09:30.199: INFO @log_variables: valid face_box_precision mean: 0.481482 2020-06-17 11:09:30.199: INFO @log_variables: valid face_fp mean: 1.131644 2020-06-17 11:09:30.199: INFO @log_variables: valid face_fn mean: 0.655512 2020-06-17 11:09:30.199: INFO @log_variables: valid body_fp mean: 1.311762 2020-06-17 11:09:30.199: INFO @log_variables: valid body_fn mean: 0.905758 2020-06-17 11:09:30.199: INFO @log_variables: valid body_box_precision mean: 0.824692 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@log_variables: plain_train box_f1 mean: nan 2020-06-17 11:22:58.936: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 11:22:58.936: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 11:22:58.936: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 11:22:58.936: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 11:22:58.936: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 11:22:58.936: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 11:22:58.936: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-17 11:22:58.936: INFO @log_variables: plain_train face_fp mean: nan 2020-06-17 11:22:58.936: INFO @log_variables: plain_train face_fn mean: nan 2020-06-17 11:22:58.937: INFO @log_variables: plain_train body_fp mean: nan 2020-06-17 11:22:58.937: INFO @log_variables: plain_train body_fn mean: nan 2020-06-17 11:22:58.937: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-17 11:22:58.937: INFO @log_variables: plain_train loss mean: 1.249510 2020-06-17 11:22:58.937: INFO @log_variables: plain_train localisation_loss mean: 1.012403 2020-06-17 11:22:58.937: INFO @log_variables: plain_train classification_loss mean: 0.642068 2020-06-17 11:22:58.937: INFO @log_variables: valid box_f1 mean: 0.790493 2020-06-17 11:22:58.937: INFO @log_variables: valid box_recall mean: 0.840543 2020-06-17 11:22:58.937: INFO @log_variables: valid box_precision mean: 0.767794 2020-06-17 11:22:58.937: INFO @log_variables: valid face_box_f1 mean: 0.500104 2020-06-17 11:22:58.937: INFO @log_variables: valid body_box_f1 mean: 0.832806 2020-06-17 11:22:58.937: INFO @log_variables: valid face_box_recall mean: 0.561902 2020-06-17 11:22:58.937: INFO @log_variables: valid body_box_recall mean: 0.866517 2020-06-17 11:22:58.937: INFO @log_variables: valid face_box_precision mean: 0.478879 2020-06-17 11:22:58.937: INFO @log_variables: valid face_fp mean: 1.135335 2020-06-17 11:22:58.937: INFO @log_variables: valid face_fn mean: 0.664370 2020-06-17 11:22:58.937: INFO @log_variables: valid body_fp mean: 1.297982 2020-06-17 11:22:58.937: INFO @log_variables: valid body_fn mean: 0.936024 2020-06-17 11:22:58.937: INFO @log_variables: valid body_box_precision mean: 0.825575 2020-06-17 11:22:58.937: INFO @log_variables: valid loss mean: 1.337044 2020-06-17 11:22:58.937: INFO @log_variables: valid localisation_loss mean: 1.073582 2020-06-17 11:22:58.937: INFO @log_variables: valid classification_loss mean: 0.692895 2020-06-17 11:22:58.938: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 11:22:58.940: INFO @log_profile : T plain_train: 343.086635 2020-06-17 11:22:58.941: INFO @log_profile : T valid: 20.075643 2020-06-17 11:22:58.941: INFO @log_profile : T read data: 10.792730 2020-06-17 11:22:58.941: INFO @log_profile : T hooks: 27.673826 2020-06-17 11:22:58.941: INFO @main_loop : Epoch 333 done 2020-06-17 11:22:58.941: INFO @main_loop : Training epoch 334 2020-06-17 11:29:42.540: INFO @decay_lr : LR updated to `1.8746025e-05` 2020-06-17 11:29:42.556: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 11:29:42.556: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 11:29:42.556: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 11:29:42.556: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 11:29:42.556: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 11:29:42.556: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 11:29:42.556: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 11:29:42.556: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-17 11:29:42.556: INFO @log_variables: plain_train face_fp mean: nan 2020-06-17 11:29:42.556: INFO @log_variables: plain_train face_fn mean: nan 2020-06-17 11:29:42.556: INFO @log_variables: plain_train body_fp mean: nan 2020-06-17 11:29:42.557: INFO @log_variables: plain_train body_fn mean: nan 2020-06-17 11:29:42.557: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-17 11:29:42.557: INFO @log_variables: plain_train loss mean: 1.252269 2020-06-17 11:29:42.557: INFO @log_variables: plain_train localisation_loss mean: 1.009695 2020-06-17 11:29:42.557: INFO @log_variables: plain_train classification_loss mean: 0.646452 2020-06-17 11:29:42.557: INFO @log_variables: valid box_f1 mean: 0.797543 2020-06-17 11:29:42.557: INFO @log_variables: valid box_recall mean: 0.841106 2020-06-17 11:29:42.557: INFO @log_variables: valid box_precision mean: 0.779903 2020-06-17 11:29:42.557: INFO @log_variables: valid face_box_f1 mean: 0.508307 2020-06-17 11:29:42.557: INFO @log_variables: valid body_box_f1 mean: 0.837243 2020-06-17 11:29:42.557: INFO @log_variables: valid face_box_recall mean: 0.563451 2020-06-17 11:29:42.557: INFO @log_variables: valid body_box_recall mean: 0.866054 2020-06-17 11:29:42.557: INFO @log_variables: valid face_box_precision mean: 0.491851 2020-06-17 11:29:42.557: INFO @log_variables: valid face_fp mean: 1.042077 2020-06-17 11:29:42.557: INFO @log_variables: valid face_fn mean: 0.665108 2020-06-17 11:29:42.557: INFO @log_variables: valid body_fp mean: 1.225394 2020-06-17 11:29:42.557: INFO @log_variables: valid body_fn mean: 0.950049 2020-06-17 11:29:42.557: INFO @log_variables: valid body_box_precision mean: 0.833833 2020-06-17 11:29:42.557: INFO @log_variables: valid loss mean: 1.328648 2020-06-17 11:29:42.557: INFO @log_variables: valid localisation_loss mean: 1.067109 2020-06-17 11:29:42.557: INFO @log_variables: valid classification_loss mean: 0.688383 2020-06-17 11:29:42.558: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 11:29:42.743: INFO @save : Model saved to: ./log/DetectionBodyFace-overheadAll-headCovered/model_best.ckpt 2020-06-17 11:29:42.760: INFO @log_profile : T plain_train: 343.623604 2020-06-17 11:29:42.760: INFO @log_profile : T valid: 19.918541 2020-06-17 11:29:42.760: INFO @log_profile : T read data: 10.903925 2020-06-17 11:29:42.761: INFO @log_profile : T hooks: 27.319122 2020-06-17 11:29:42.761: INFO @main_loop : Epoch 334 done 2020-06-17 11:29:42.761: INFO @main_loop : Training epoch 335 2020-06-17 11:36:25.988: INFO @decay_lr : LR updated to `1.8652294e-05` 2020-06-17 11:36:26.003: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 11:36:26.004: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 11:36:26.004: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 11:36:26.004: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 11:36:26.004: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 11:36:26.004: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 11:36:26.004: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 11:36:26.004: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-17 11:36:26.004: INFO @log_variables: plain_train face_fp mean: nan 2020-06-17 11:36:26.004: INFO @log_variables: plain_train face_fn mean: nan 2020-06-17 11:36:26.004: INFO @log_variables: plain_train body_fp mean: nan 2020-06-17 11:36:26.004: INFO @log_variables: plain_train body_fn mean: nan 2020-06-17 11:36:26.004: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-17 11:36:26.004: INFO @log_variables: plain_train loss mean: 1.247696 2020-06-17 11:36:26.004: INFO @log_variables: plain_train localisation_loss mean: 1.011703 2020-06-17 11:36:26.004: INFO @log_variables: plain_train classification_loss mean: 0.640674 2020-06-17 11:36:26.004: INFO @log_variables: valid box_f1 mean: 0.789225 2020-06-17 11:36:26.005: INFO @log_variables: valid box_recall mean: 0.850672 2020-06-17 11:36:26.005: INFO @log_variables: valid box_precision mean: 0.757443 2020-06-17 11:36:26.005: INFO @log_variables: valid face_box_f1 mean: 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@log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 11:36:26.008: INFO @log_profile : T plain_train: 342.647095 2020-06-17 11:36:26.008: INFO @log_profile : T valid: 19.915124 2020-06-17 11:36:26.009: INFO @log_profile : T read data: 10.991117 2020-06-17 11:36:26.009: INFO @log_profile : T hooks: 27.634686 2020-06-17 11:36:26.009: INFO @main_loop : Epoch 335 done 2020-06-17 11:36:26.009: INFO @main_loop : Training epoch 336 2020-06-17 11:43:12.441: INFO @decay_lr : LR updated to `1.8559032e-05` 2020-06-17 11:43:12.462: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 11:43:12.462: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 11:43:12.462: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 11:43:12.462: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 11:43:12.462: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 11:43:12.462: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 11:43:12.462: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 11:43:12.462: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-17 11:43:12.462: INFO @log_variables: plain_train face_fp mean: nan 2020-06-17 11:43:12.462: INFO @log_variables: plain_train face_fn mean: nan 2020-06-17 11:43:12.462: INFO @log_variables: plain_train body_fp mean: nan 2020-06-17 11:43:12.462: INFO @log_variables: plain_train body_fn mean: nan 2020-06-17 11:43:12.462: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-17 11:43:12.462: INFO @log_variables: plain_train loss mean: 1.250111 2020-06-17 11:43:12.463: INFO @log_variables: plain_train localisation_loss mean: 1.011517 2020-06-17 11:43:12.463: INFO @log_variables: plain_train classification_loss mean: 0.643201 2020-06-17 11:43:12.463: INFO @log_variables: valid box_f1 mean: 0.793810 2020-06-17 11:43:12.463: INFO @log_variables: valid box_recall mean: 0.842770 2020-06-17 11:43:12.463: INFO @log_variables: valid box_precision mean: 0.771911 2020-06-17 11:43:12.463: INFO @log_variables: valid face_box_f1 mean: 0.501303 2020-06-17 11:43:12.463: INFO @log_variables: valid body_box_f1 mean: 0.837684 2020-06-17 11:43:12.463: INFO @log_variables: valid face_box_recall mean: 0.569783 2020-06-17 11:43:12.463: INFO @log_variables: valid body_box_recall mean: 0.866248 2020-06-17 11:43:12.463: INFO @log_variables: valid face_box_precision mean: 0.477637 2020-06-17 11:43:12.463: INFO @log_variables: valid face_fp mean: 1.187500 2020-06-17 11:43:12.463: INFO @log_variables: valid face_fn mean: 0.649114 2020-06-17 11:43:12.463: INFO @log_variables: valid body_fp mean: 1.206693 2020-06-17 11:43:12.463: INFO @log_variables: valid body_fn mean: 0.948327 2020-06-17 11:43:12.463: INFO @log_variables: valid body_box_precision mean: 0.834752 2020-06-17 11:43:12.463: INFO @log_variables: valid loss mean: 1.322878 2020-06-17 11:43:12.463: INFO @log_variables: valid localisation_loss mean: 1.062705 2020-06-17 11:43:12.463: INFO @log_variables: valid classification_loss mean: 0.685255 2020-06-17 11:43:12.463: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 11:43:12.467: INFO @log_profile : T plain_train: 346.346288 2020-06-17 11:43:12.467: INFO @log_profile : T valid: 19.990058 2020-06-17 11:43:12.467: INFO @log_profile : T read data: 11.426701 2020-06-17 11:43:12.467: INFO @log_profile : T hooks: 26.535850 2020-06-17 11:43:12.467: INFO @main_loop : Epoch 336 done 2020-06-17 11:43:12.467: INFO @main_loop : Training epoch 337 2020-06-17 11:50:00.314: INFO @decay_lr : LR updated to `1.8466237e-05` 2020-06-17 11:50:00.330: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 11:50:00.330: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 11:50:00.330: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 11:50:00.330: INFO @log_variables: plain_train face_box_f1 mean: nan 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11:50:00.331: INFO @log_variables: valid box_f1 mean: 0.785540 2020-06-17 11:50:00.331: INFO @log_variables: valid box_recall mean: 0.850083 2020-06-17 11:50:00.331: INFO @log_variables: valid box_precision mean: 0.751586 2020-06-17 11:50:00.331: INFO @log_variables: valid face_box_f1 mean: 0.491481 2020-06-17 11:50:00.331: INFO @log_variables: valid body_box_f1 mean: 0.833120 2020-06-17 11:50:00.331: INFO @log_variables: valid face_box_recall mean: 0.568385 2020-06-17 11:50:00.331: INFO @log_variables: valid body_box_recall mean: 0.876957 2020-06-17 11:50:00.331: INFO @log_variables: valid face_box_precision mean: 0.461211 2020-06-17 11:50:00.331: INFO @log_variables: valid face_fp mean: 1.319882 2020-06-17 11:50:00.331: INFO @log_variables: valid face_fn mean: 0.645423 2020-06-17 11:50:00.331: INFO @log_variables: valid body_fp mean: 1.406250 2020-06-17 11:50:00.331: INFO @log_variables: valid body_fn mean: 0.857037 2020-06-17 11:50:00.331: INFO @log_variables: valid body_box_precision mean: 0.817430 2020-06-17 11:50:00.331: INFO @log_variables: valid loss mean: 1.309912 2020-06-17 11:50:00.332: INFO @log_variables: valid localisation_loss mean: 1.061281 2020-06-17 11:50:00.332: INFO @log_variables: valid classification_loss mean: 0.673144 2020-06-17 11:50:00.332: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 11:50:00.334: INFO @log_profile : T plain_train: 346.490096 2020-06-17 11:50:00.335: INFO @log_profile : T valid: 20.023335 2020-06-17 11:50:00.335: INFO @log_profile : T read data: 11.643944 2020-06-17 11:50:00.335: INFO @log_profile : T hooks: 27.579145 2020-06-17 11:50:00.335: INFO @main_loop : Epoch 337 done 2020-06-17 11:50:00.335: INFO @main_loop : Training epoch 338 2020-06-17 11:56:45.633: INFO @decay_lr : LR updated to `1.8373905e-05` 2020-06-17 11:56:45.648: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 11:56:45.648: INFO @log_variables: plain_train box_recall mean: nan 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@log_variables: plain_train localisation_loss mean: 1.011680 2020-06-17 11:56:45.649: INFO @log_variables: plain_train classification_loss mean: 0.643111 2020-06-17 11:56:45.649: INFO @log_variables: valid box_f1 mean: 0.794845 2020-06-17 11:56:45.649: INFO @log_variables: valid box_recall mean: 0.841128 2020-06-17 11:56:45.649: INFO @log_variables: valid box_precision mean: 0.775450 2020-06-17 11:56:45.649: INFO @log_variables: valid face_box_f1 mean: 0.504889 2020-06-17 11:56:45.649: INFO @log_variables: valid body_box_f1 mean: 0.837446 2020-06-17 11:56:45.649: INFO @log_variables: valid face_box_recall mean: 0.568915 2020-06-17 11:56:45.650: INFO @log_variables: valid body_box_recall mean: 0.866126 2020-06-17 11:56:45.650: INFO @log_variables: valid face_box_precision mean: 0.483491 2020-06-17 11:56:45.650: INFO @log_variables: valid face_fp mean: 1.139764 2020-06-17 11:56:45.650: INFO @log_variables: valid face_fn mean: 0.657972 2020-06-17 11:56:45.650: INFO @log_variables: valid body_fp mean: 1.215059 2020-06-17 11:56:45.650: INFO @log_variables: valid body_fn mean: 0.955463 2020-06-17 11:56:45.650: INFO @log_variables: valid body_box_precision mean: 0.834977 2020-06-17 11:56:45.650: INFO @log_variables: valid loss mean: 1.323021 2020-06-17 11:56:45.650: INFO @log_variables: valid localisation_loss mean: 1.063752 2020-06-17 11:56:45.650: INFO @log_variables: valid classification_loss mean: 0.684770 2020-06-17 11:56:45.650: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 11:56:45.653: INFO @log_profile : T plain_train: 344.126641 2020-06-17 11:56:45.653: INFO @log_profile : T valid: 20.181310 2020-06-17 11:56:45.653: INFO @log_profile : T read data: 10.891075 2020-06-17 11:56:45.653: INFO @log_profile : T hooks: 28.045535 2020-06-17 11:56:45.653: INFO @main_loop : Epoch 338 done 2020-06-17 11:56:45.653: INFO @main_loop : Training epoch 339 2020-06-17 12:03:28.957: INFO @decay_lr : LR updated to `1.8282035e-05` 2020-06-17 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plain_train body_box_precision mean: nan 2020-06-17 12:03:28.973: INFO @log_variables: plain_train loss mean: 1.250925 2020-06-17 12:03:28.973: INFO @log_variables: plain_train localisation_loss mean: 1.014144 2020-06-17 12:03:28.973: INFO @log_variables: plain_train classification_loss mean: 0.642439 2020-06-17 12:03:28.973: INFO @log_variables: valid box_f1 mean: 0.793220 2020-06-17 12:03:28.973: INFO @log_variables: valid box_recall mean: 0.847210 2020-06-17 12:03:28.973: INFO @log_variables: valid box_precision mean: 0.767551 2020-06-17 12:03:28.973: INFO @log_variables: valid face_box_f1 mean: 0.501971 2020-06-17 12:03:28.973: INFO @log_variables: valid body_box_f1 mean: 0.836038 2020-06-17 12:03:28.973: INFO @log_variables: valid face_box_recall mean: 0.566792 2020-06-17 12:03:28.974: INFO @log_variables: valid body_box_recall mean: 0.873817 2020-06-17 12:03:28.974: INFO @log_variables: valid face_box_precision mean: 0.479856 2020-06-17 12:03:28.974: INFO @log_variables: valid face_fp mean: 1.149606 2020-06-17 12:03:28.974: INFO @log_variables: valid face_fn mean: 0.655758 2020-06-17 12:03:28.974: INFO @log_variables: valid body_fp mean: 1.314715 2020-06-17 12:03:28.974: INFO @log_variables: valid body_fn mean: 0.897638 2020-06-17 12:03:28.974: INFO @log_variables: valid body_box_precision mean: 0.825608 2020-06-17 12:03:28.974: INFO @log_variables: valid loss mean: 1.317994 2020-06-17 12:03:28.974: INFO @log_variables: valid localisation_loss mean: 1.056312 2020-06-17 12:03:28.974: INFO @log_variables: valid classification_loss mean: 0.684207 2020-06-17 12:03:28.974: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 12:03:28.977: INFO @log_profile : T plain_train: 342.671449 2020-06-17 12:03:28.977: INFO @log_profile : T valid: 20.149407 2020-06-17 12:03:28.977: INFO @log_profile : T read data: 10.821437 2020-06-17 12:03:28.977: INFO @log_profile : T hooks: 27.655478 2020-06-17 12:03:28.977: INFO @main_loop : Epoch 339 done 2020-06-17 12:03:28.977: INFO @main_loop : Training epoch 340 2020-06-17 12:10:14.248: INFO @decay_lr : LR updated to `1.8190625e-05` 2020-06-17 12:10:14.265: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 12:10:14.265: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 12:10:14.265: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 12:10:14.265: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 12:10:14.265: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 12:10:14.265: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 12:10:14.265: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 12:10:14.265: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-17 12:10:14.265: INFO @log_variables: plain_train face_fp mean: nan 2020-06-17 12:10:14.265: INFO @log_variables: plain_train face_fn mean: nan 2020-06-17 12:10:14.266: INFO @log_variables: plain_train 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2020-06-17 12:10:14.266: INFO @log_variables: valid face_box_precision mean: 0.480533 2020-06-17 12:10:14.266: INFO @log_variables: valid face_fp mean: 1.149114 2020-06-17 12:10:14.266: INFO @log_variables: valid face_fn mean: 0.656250 2020-06-17 12:10:14.266: INFO @log_variables: valid body_fp mean: 1.350148 2020-06-17 12:10:14.266: INFO @log_variables: valid body_fn mean: 0.902067 2020-06-17 12:10:14.266: INFO @log_variables: valid body_box_precision mean: 0.821484 2020-06-17 12:10:14.267: INFO @log_variables: valid loss mean: 1.310842 2020-06-17 12:10:14.267: INFO @log_variables: valid localisation_loss mean: 1.063613 2020-06-17 12:10:14.267: INFO @log_variables: valid classification_loss mean: 0.672674 2020-06-17 12:10:14.267: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 12:10:14.270: INFO @log_profile : T plain_train: 343.860100 2020-06-17 12:10:14.270: INFO @log_profile : T valid: 20.304059 2020-06-17 12:10:14.270: INFO @log_profile : T read data: 10.799029 2020-06-17 12:10:14.270: INFO @log_profile : T hooks: 28.284872 2020-06-17 12:10:14.270: INFO @main_loop : Epoch 340 done 2020-06-17 12:10:14.270: INFO @main_loop : Training epoch 341 2020-06-17 12:16:57.566: INFO @decay_lr : LR updated to `1.8099672e-05` 2020-06-17 12:16:57.582: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 12:16:57.582: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 12:16:57.582: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 12:16:57.582: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 12:16:57.582: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 12:16:57.582: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 12:16:57.582: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 12:16:57.582: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-17 12:16:57.582: INFO @log_variables: plain_train face_fp mean: nan 2020-06-17 12:16:57.582: INFO @log_variables: plain_train face_fn mean: nan 2020-06-17 12:16:57.582: INFO @log_variables: plain_train body_fp mean: nan 2020-06-17 12:16:57.582: INFO @log_variables: plain_train body_fn mean: nan 2020-06-17 12:16:57.582: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-17 12:16:57.582: INFO @log_variables: plain_train loss mean: 1.246531 2020-06-17 12:16:57.583: INFO @log_variables: plain_train localisation_loss mean: 1.006407 2020-06-17 12:16:57.583: INFO @log_variables: plain_train classification_loss mean: 0.642687 2020-06-17 12:16:57.583: INFO @log_variables: valid box_f1 mean: 0.789161 2020-06-17 12:16:57.583: INFO @log_variables: valid box_recall mean: 0.848475 2020-06-17 12:16:57.583: INFO @log_variables: valid box_precision mean: 0.759083 2020-06-17 12:16:57.583: INFO @log_variables: valid face_box_f1 mean: 0.500475 2020-06-17 12:16:57.583: INFO @log_variables: valid body_box_f1 mean: 0.831275 2020-06-17 12:16:57.583: INFO @log_variables: valid face_box_recall mean: 0.564678 2020-06-17 12:16:57.583: INFO @log_variables: valid body_box_recall mean: 0.875198 2020-06-17 12:16:57.583: INFO @log_variables: valid face_box_precision mean: 0.478292 2020-06-17 12:16:57.583: INFO @log_variables: valid face_fp mean: 1.164862 2020-06-17 12:16:57.583: INFO @log_variables: valid face_fn mean: 0.660925 2020-06-17 12:16:57.583: INFO @log_variables: valid body_fp mean: 1.397884 2020-06-17 12:16:57.583: INFO @log_variables: valid body_fn mean: 0.881152 2020-06-17 12:16:57.583: INFO @log_variables: valid body_box_precision mean: 0.815493 2020-06-17 12:16:57.583: INFO @log_variables: valid loss mean: 1.309867 2020-06-17 12:16:57.583: INFO @log_variables: valid localisation_loss mean: 1.060759 2020-06-17 12:16:57.583: INFO @log_variables: valid classification_loss mean: 0.673412 2020-06-17 12:16:57.583: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 12:16:57.586: INFO @log_profile : T plain_train: 342.017437 2020-06-17 12:16:57.586: INFO @log_profile : T valid: 20.150925 2020-06-17 12:16:57.587: INFO @log_profile : T read data: 10.948654 2020-06-17 12:16:57.587: INFO @log_profile : T hooks: 28.136028 2020-06-17 12:16:57.587: INFO @main_loop : Epoch 341 done 2020-06-17 12:16:57.587: INFO @main_loop : Training epoch 342 2020-06-17 12:23:41.536: INFO @decay_lr : LR updated to `1.8009174e-05` 2020-06-17 12:23:41.552: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 12:23:41.552: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 12:23:41.552: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 12:23:41.552: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 12:23:41.552: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 12:23:41.553: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 12:23:41.553: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 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@log_variables: valid face_box_f1 mean: 0.505539 2020-06-17 12:23:41.553: INFO @log_variables: valid body_box_f1 mean: 0.835190 2020-06-17 12:23:41.553: INFO @log_variables: valid face_box_recall mean: 0.572163 2020-06-17 12:23:41.553: INFO @log_variables: valid body_box_recall mean: 0.872880 2020-06-17 12:23:41.553: INFO @log_variables: valid face_box_precision mean: 0.481651 2020-06-17 12:23:41.553: INFO @log_variables: valid face_fp mean: 1.156742 2020-06-17 12:23:41.553: INFO @log_variables: valid face_fn mean: 0.641486 2020-06-17 12:23:41.553: INFO @log_variables: valid body_fp mean: 1.325541 2020-06-17 12:23:41.554: INFO @log_variables: valid body_fn mean: 0.902559 2020-06-17 12:23:41.554: INFO @log_variables: valid body_box_precision mean: 0.823974 2020-06-17 12:23:41.554: INFO @log_variables: valid loss mean: 1.311232 2020-06-17 12:23:41.554: INFO @log_variables: valid localisation_loss mean: 1.058247 2020-06-17 12:23:41.554: INFO @log_variables: valid classification_loss mean: 0.676283 2020-06-17 12:23:41.554: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 12:23:41.557: INFO @log_profile : T plain_train: 343.105059 2020-06-17 12:23:41.557: INFO @log_profile : T valid: 20.163675 2020-06-17 12:23:41.557: INFO @log_profile : T read data: 10.880250 2020-06-17 12:23:41.557: INFO @log_profile : T hooks: 27.779867 2020-06-17 12:23:41.557: INFO @main_loop : Epoch 342 done 2020-06-17 12:23:41.557: INFO @main_loop : Training epoch 343 2020-06-17 12:30:25.916: INFO @decay_lr : LR updated to `1.7919128e-05` 2020-06-17 12:30:25.932: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 12:30:25.932: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 12:30:25.932: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 12:30:25.932: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 12:30:25.932: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 12:30:25.932: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 12:30:25.932: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 12:30:25.932: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-17 12:30:25.932: INFO @log_variables: plain_train face_fp mean: nan 2020-06-17 12:30:25.932: INFO @log_variables: plain_train face_fn mean: nan 2020-06-17 12:30:25.932: INFO @log_variables: plain_train body_fp mean: nan 2020-06-17 12:30:25.932: INFO @log_variables: plain_train body_fn mean: nan 2020-06-17 12:30:25.932: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-17 12:30:25.932: INFO @log_variables: plain_train loss mean: 1.250273 2020-06-17 12:30:25.932: INFO @log_variables: plain_train localisation_loss mean: 1.010880 2020-06-17 12:30:25.932: INFO @log_variables: plain_train classification_loss mean: 0.643745 2020-06-17 12:30:25.932: INFO @log_variables: valid box_f1 mean: 0.790245 2020-06-17 12:30:25.932: INFO @log_variables: 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12:30:25.933: INFO @log_variables: valid localisation_loss mean: 1.063138 2020-06-17 12:30:25.933: INFO @log_variables: valid classification_loss mean: 0.670433 2020-06-17 12:30:25.933: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 12:30:25.936: INFO @log_profile : T plain_train: 343.373957 2020-06-17 12:30:25.936: INFO @log_profile : T valid: 20.054634 2020-06-17 12:30:25.936: INFO @log_profile : T read data: 10.964876 2020-06-17 12:30:25.936: INFO @log_profile : T hooks: 27.931525 2020-06-17 12:30:25.936: INFO @main_loop : Epoch 343 done 2020-06-17 12:30:25.936: INFO @main_loop : Training epoch 344 2020-06-17 12:37:08.274: INFO @decay_lr : LR updated to `1.7829532e-05` 2020-06-17 12:37:08.290: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 12:37:08.290: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 12:37:08.290: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 12:37:08.290: INFO 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12:43:52.324: INFO @log_variables: valid body_fp mean: 1.335876 2020-06-17 12:43:52.324: INFO @log_variables: valid body_fn mean: 0.906988 2020-06-17 12:43:52.324: INFO @log_variables: valid body_box_precision mean: 0.821091 2020-06-17 12:43:52.324: INFO @log_variables: valid loss mean: 1.310861 2020-06-17 12:43:52.324: INFO @log_variables: valid localisation_loss mean: 1.066575 2020-06-17 12:43:52.324: INFO @log_variables: valid classification_loss mean: 0.670916 2020-06-17 12:43:52.324: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 12:43:52.327: INFO @log_profile : T plain_train: 343.161365 2020-06-17 12:43:52.327: INFO @log_profile : T valid: 19.994518 2020-06-17 12:43:52.327: INFO @log_profile : T read data: 10.866042 2020-06-17 12:43:52.327: INFO @log_profile : T hooks: 27.965150 2020-06-17 12:43:52.327: INFO @main_loop : Epoch 345 done 2020-06-17 12:43:52.327: INFO @main_loop : Training epoch 346 2020-06-17 12:50:36.483: INFO @decay_lr : LR updated to `1.7651684e-05` 2020-06-17 12:50:36.498: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 12:50:36.498: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 12:50:36.498: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 12:50:36.498: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 12:50:36.499: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 12:50:36.499: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 12:50:36.499: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 12:50:36.499: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-17 12:50:36.499: INFO @log_variables: plain_train face_fp mean: nan 2020-06-17 12:50:36.499: INFO @log_variables: plain_train face_fn mean: nan 2020-06-17 12:50:36.499: INFO @log_variables: plain_train body_fp mean: nan 2020-06-17 12:50:36.499: INFO @log_variables: plain_train body_fn mean: nan 2020-06-17 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12:50:36.499: INFO @log_variables: valid face_fp mean: 1.136319 2020-06-17 12:50:36.499: INFO @log_variables: valid face_fn mean: 0.654281 2020-06-17 12:50:36.500: INFO @log_variables: valid body_fp mean: 1.394685 2020-06-17 12:50:36.500: INFO @log_variables: valid body_fn mean: 0.872293 2020-06-17 12:50:36.500: INFO @log_variables: valid body_box_precision mean: 0.817389 2020-06-17 12:50:36.500: INFO @log_variables: valid loss mean: 1.304871 2020-06-17 12:50:36.500: INFO @log_variables: valid localisation_loss mean: 1.056493 2020-06-17 12:50:36.500: INFO @log_variables: valid classification_loss mean: 0.670976 2020-06-17 12:50:36.500: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 12:50:36.503: INFO @log_profile : T plain_train: 342.920039 2020-06-17 12:50:36.503: INFO @log_profile : T valid: 20.153416 2020-06-17 12:50:36.503: INFO @log_profile : T read data: 10.963450 2020-06-17 12:50:36.503: INFO @log_profile : T hooks: 28.099306 2020-06-17 12:50:36.503: INFO @main_loop : Epoch 346 done 2020-06-17 12:50:36.503: INFO @main_loop : Training epoch 347 2020-06-17 12:57:19.595: INFO @decay_lr : LR updated to `1.7563425e-05` 2020-06-17 12:57:19.611: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 12:57:19.611: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 12:57:19.611: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 12:57:19.611: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 12:57:19.611: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 12:57:19.611: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 12:57:19.611: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 12:57:19.611: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-17 12:57:19.611: INFO @log_variables: plain_train face_fp mean: nan 2020-06-17 12:57:19.611: INFO @log_variables: plain_train face_fn mean: nan 2020-06-17 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@log_variables: valid body_box_recall mean: 0.877835 2020-06-17 12:57:19.612: INFO @log_variables: valid face_box_precision mean: 0.472762 2020-06-17 12:57:19.612: INFO @log_variables: valid face_fp mean: 1.189961 2020-06-17 12:57:19.612: INFO @log_variables: valid face_fn mean: 0.657480 2020-06-17 12:57:19.612: INFO @log_variables: valid body_fp mean: 1.420276 2020-06-17 12:57:19.612: INFO @log_variables: valid body_fn mean: 0.871555 2020-06-17 12:57:19.612: INFO @log_variables: valid body_box_precision mean: 0.814949 2020-06-17 12:57:19.612: INFO @log_variables: valid loss mean: 1.304161 2020-06-17 12:57:19.613: INFO @log_variables: valid localisation_loss mean: 1.057664 2020-06-17 12:57:19.613: INFO @log_variables: valid classification_loss mean: 0.669563 2020-06-17 12:57:19.613: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 12:57:19.616: INFO @log_profile : T plain_train: 342.389255 2020-06-17 12:57:19.617: INFO @log_profile : T valid: 20.075946 2020-06-17 12:57:19.617: INFO @log_profile : T read data: 10.885225 2020-06-17 12:57:19.617: INFO @log_profile : T hooks: 27.709573 2020-06-17 12:57:19.617: INFO @main_loop : Epoch 347 done 2020-06-17 12:57:19.617: INFO @main_loop : Training epoch 348 2020-06-17 13:04:03.311: INFO @decay_lr : LR updated to `1.7475608e-05` 2020-06-17 13:04:03.326: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 13:04:03.326: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 13:04:03.327: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 13:04:03.327: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 13:04:03.327: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 13:04:03.327: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 13:04:03.327: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 13:04:03.327: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-17 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./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 13:04:03.331: INFO @log_profile : T plain_train: 342.144671 2020-06-17 13:04:03.331: INFO @log_profile : T valid: 20.060694 2020-06-17 13:04:03.331: INFO @log_profile : T read data: 11.040760 2020-06-17 13:04:03.331: INFO @log_profile : T hooks: 28.432172 2020-06-17 13:04:03.331: INFO @main_loop : Epoch 348 done 2020-06-17 13:04:03.331: INFO @main_loop : Training epoch 349 2020-06-17 13:10:47.999: INFO @decay_lr : LR updated to `1.7388229e-05` 2020-06-17 13:10:48.015: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 13:10:48.015: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 13:10:48.015: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 13:10:48.015: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 13:10:48.015: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 13:10:48.015: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 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@log_variables: valid box_precision mean: 0.774037 2020-06-17 13:10:48.016: INFO @log_variables: valid face_box_f1 mean: 0.501421 2020-06-17 13:10:48.016: INFO @log_variables: valid body_box_f1 mean: 0.836474 2020-06-17 13:10:48.016: INFO @log_variables: valid face_box_recall mean: 0.566440 2020-06-17 13:10:48.016: INFO @log_variables: valid body_box_recall mean: 0.862209 2020-06-17 13:10:48.016: INFO @log_variables: valid face_box_precision mean: 0.478869 2020-06-17 13:10:48.016: INFO @log_variables: valid face_fp mean: 1.167815 2020-06-17 13:10:48.016: INFO @log_variables: valid face_fn mean: 0.654774 2020-06-17 13:10:48.016: INFO @log_variables: valid body_fp mean: 1.179134 2020-06-17 13:10:48.016: INFO @log_variables: valid body_fn mean: 0.975148 2020-06-17 13:10:48.016: INFO @log_variables: valid body_box_precision mean: 0.836707 2020-06-17 13:10:48.016: INFO @log_variables: valid loss mean: 1.343313 2020-06-17 13:10:48.016: INFO @log_variables: valid localisation_loss mean: 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@log_variables: valid box_f1 mean: 0.796065 2020-06-17 13:17:31.062: INFO @log_variables: valid box_recall mean: 0.845406 2020-06-17 13:17:31.062: INFO @log_variables: valid box_precision mean: 0.773928 2020-06-17 13:17:31.062: INFO @log_variables: valid face_box_f1 mean: 0.508795 2020-06-17 13:17:31.062: INFO @log_variables: valid body_box_f1 mean: 0.835433 2020-06-17 13:17:31.062: INFO @log_variables: valid face_box_recall mean: 0.564641 2020-06-17 13:17:31.062: INFO @log_variables: valid body_box_recall mean: 0.872162 2020-06-17 13:17:31.062: INFO @log_variables: valid face_box_precision mean: 0.492169 2020-06-17 13:17:31.062: INFO @log_variables: valid face_fp mean: 1.042815 2020-06-17 13:17:31.062: INFO @log_variables: valid face_fn mean: 0.661171 2020-06-17 13:17:31.062: INFO @log_variables: valid body_fp mean: 1.309547 2020-06-17 13:17:31.062: INFO @log_variables: valid body_fn mean: 0.899114 2020-06-17 13:17:31.062: INFO @log_variables: valid body_box_precision mean: 0.825577 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2020-06-17 13:24:14.712: INFO @log_variables: valid body_fn mean: 0.886319 2020-06-17 13:24:14.712: INFO @log_variables: valid body_box_precision mean: 0.820966 2020-06-17 13:24:14.712: INFO @log_variables: valid loss mean: 1.316608 2020-06-17 13:24:14.712: INFO @log_variables: valid localisation_loss mean: 1.066503 2020-06-17 13:24:14.712: INFO @log_variables: valid classification_loss mean: 0.676706 2020-06-17 13:24:14.712: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 13:24:14.715: INFO @log_profile : T plain_train: 342.686660 2020-06-17 13:24:14.715: INFO @log_profile : T valid: 20.186224 2020-06-17 13:24:14.715: INFO @log_profile : T read data: 10.824547 2020-06-17 13:24:14.715: INFO @log_profile : T hooks: 27.918952 2020-06-17 13:24:14.715: INFO @main_loop : Epoch 351 done 2020-06-17 13:24:14.715: INFO @main_loop : Training epoch 352 2020-06-17 13:30:59.659: INFO @decay_lr : LR updated to `1.7128708e-05` 2020-06-17 13:30:59.675: INFO 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body_box_precision mean: nan 2020-06-17 13:30:59.675: INFO @log_variables: plain_train loss mean: 1.247885 2020-06-17 13:30:59.675: INFO @log_variables: plain_train localisation_loss mean: 1.007117 2020-06-17 13:30:59.675: INFO @log_variables: plain_train classification_loss mean: 0.643616 2020-06-17 13:30:59.675: INFO @log_variables: valid box_f1 mean: 0.791667 2020-06-17 13:30:59.675: INFO @log_variables: valid box_recall mean: 0.847150 2020-06-17 13:30:59.675: INFO @log_variables: valid box_precision mean: 0.764640 2020-06-17 13:30:59.676: INFO @log_variables: valid face_box_f1 mean: 0.501981 2020-06-17 13:30:59.676: INFO @log_variables: valid body_box_f1 mean: 0.835906 2020-06-17 13:30:59.676: INFO @log_variables: valid face_box_recall mean: 0.569760 2020-06-17 13:30:59.676: INFO @log_variables: valid body_box_recall mean: 0.871803 2020-06-17 13:30:59.676: INFO @log_variables: valid face_box_precision mean: 0.477836 2020-06-17 13:30:59.676: INFO @log_variables: valid face_fp mean: 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13:30:59.679: INFO @main_loop : Training epoch 353 2020-06-17 13:37:42.967: INFO @decay_lr : LR updated to `1.7043065e-05` 2020-06-17 13:37:42.982: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 13:37:42.983: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 13:37:42.983: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 13:37:42.983: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 13:37:42.983: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 13:37:42.983: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 13:37:42.983: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 13:37:42.983: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-17 13:37:42.983: INFO @log_variables: plain_train face_fp mean: nan 2020-06-17 13:37:42.983: INFO @log_variables: plain_train face_fn mean: nan 2020-06-17 13:37:42.983: INFO @log_variables: plain_train body_fp mean: 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13:37:42.984: INFO @log_variables: valid face_box_precision mean: 0.483957 2020-06-17 13:37:42.984: INFO @log_variables: valid face_fp mean: 1.137057 2020-06-17 13:37:42.984: INFO @log_variables: valid face_fn mean: 0.650591 2020-06-17 13:37:42.984: INFO @log_variables: valid body_fp mean: 1.237697 2020-06-17 13:37:42.984: INFO @log_variables: valid body_fn mean: 0.938730 2020-06-17 13:37:42.984: INFO @log_variables: valid body_box_precision mean: 0.831819 2020-06-17 13:37:42.984: INFO @log_variables: valid loss mean: 1.324414 2020-06-17 13:37:42.984: INFO @log_variables: valid localisation_loss mean: 1.062986 2020-06-17 13:37:42.984: INFO @log_variables: valid classification_loss mean: 0.686622 2020-06-17 13:37:42.984: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 13:37:42.987: INFO @log_profile : T plain_train: 343.221916 2020-06-17 13:37:42.987: INFO @log_profile : T valid: 19.969942 2020-06-17 13:37:42.987: INFO @log_profile : T read data: 10.880090 2020-06-17 13:37:42.987: INFO @log_profile : T hooks: 27.192373 2020-06-17 13:37:42.987: INFO @main_loop : Epoch 353 done 2020-06-17 13:37:42.987: INFO @main_loop : Training epoch 354 2020-06-17 13:44:26.503: INFO @decay_lr : LR updated to `1.6957849e-05` 2020-06-17 13:44:26.519: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 13:44:26.519: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 13:44:26.519: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 13:44:26.519: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 13:44:26.519: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 13:44:26.519: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 13:44:26.520: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 13:44:26.520: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-17 13:44:26.520: INFO @log_variables: plain_train face_fp mean: nan 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@log_variables: valid face_box_recall mean: 0.568502 2020-06-17 13:44:26.520: INFO @log_variables: valid body_box_recall mean: 0.874637 2020-06-17 13:44:26.520: INFO @log_variables: valid face_box_precision mean: 0.472019 2020-06-17 13:44:26.520: INFO @log_variables: valid face_fp mean: 1.243110 2020-06-17 13:44:26.520: INFO @log_variables: valid face_fn mean: 0.642963 2020-06-17 13:44:26.520: INFO @log_variables: valid body_fp mean: 1.365157 2020-06-17 13:44:26.520: INFO @log_variables: valid body_fn mean: 0.892717 2020-06-17 13:44:26.521: INFO @log_variables: valid body_box_precision mean: 0.817479 2020-06-17 13:44:26.521: INFO @log_variables: valid loss mean: 1.310439 2020-06-17 13:44:26.521: INFO @log_variables: valid localisation_loss mean: 1.060328 2020-06-17 13:44:26.521: INFO @log_variables: valid classification_loss mean: 0.674242 2020-06-17 13:44:26.521: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 13:44:26.524: INFO @log_profile : T plain_train: 342.710260 2020-06-17 13:44:26.524: INFO @log_profile : T valid: 20.126245 2020-06-17 13:44:26.524: INFO @log_profile : T read data: 10.842860 2020-06-17 13:44:26.524: INFO @log_profile : T hooks: 27.806841 2020-06-17 13:44:26.524: INFO @main_loop : Epoch 354 done 2020-06-17 13:44:26.524: INFO @main_loop : Training epoch 355 2020-06-17 13:51:10.931: INFO @decay_lr : LR updated to `1.687306e-05` 2020-06-17 13:51:10.947: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 13:51:10.947: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 13:51:10.947: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 13:51:10.947: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 13:51:10.947: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 13:51:10.947: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 13:51:10.947: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 13:51:10.947: 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13:51:10.948: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 13:51:10.951: INFO @log_profile : T plain_train: 343.385057 2020-06-17 13:51:10.951: INFO @log_profile : T valid: 20.248301 2020-06-17 13:51:10.951: INFO @log_profile : T read data: 10.889045 2020-06-17 13:51:10.951: INFO @log_profile : T hooks: 27.860535 2020-06-17 13:51:10.951: INFO @main_loop : Epoch 355 done 2020-06-17 13:51:10.951: INFO @main_loop : Training epoch 356 2020-06-17 13:57:54.971: INFO @decay_lr : LR updated to `1.6788696e-05` 2020-06-17 13:57:54.989: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 13:57:54.989: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 13:57:54.989: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 13:57:54.989: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 13:57:54.989: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 13:57:54.990: INFO @log_variables: 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valid body_box_precision mean: 0.816260 2020-06-17 14:04:38.184: INFO @log_variables: valid loss mean: 1.305493 2020-06-17 14:04:38.184: INFO @log_variables: valid localisation_loss mean: 1.061083 2020-06-17 14:04:38.184: INFO @log_variables: valid classification_loss mean: 0.668843 2020-06-17 14:04:38.184: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 14:04:38.187: INFO @log_profile : T plain_train: 342.539740 2020-06-17 14:04:38.187: INFO @log_profile : T valid: 20.050398 2020-06-17 14:04:38.187: INFO @log_profile : T read data: 10.815039 2020-06-17 14:04:38.187: INFO @log_profile : T hooks: 27.738113 2020-06-17 14:04:38.187: INFO @main_loop : Epoch 357 done 2020-06-17 14:04:38.188: INFO @main_loop : Training epoch 358 2020-06-17 14:11:22.372: INFO @decay_lr : LR updated to `1.6621228e-05` 2020-06-17 14:11:22.389: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 14:11:22.389: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 14:11:22.389: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 14:11:22.389: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 14:11:22.389: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 14:11:22.389: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 14:11:22.389: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 14:11:22.389: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-17 14:11:22.389: INFO @log_variables: plain_train face_fp mean: nan 2020-06-17 14:11:22.389: INFO @log_variables: plain_train face_fn mean: nan 2020-06-17 14:11:22.389: INFO @log_variables: plain_train body_fp mean: nan 2020-06-17 14:11:22.389: INFO @log_variables: plain_train body_fn mean: nan 2020-06-17 14:11:22.389: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-17 14:11:22.389: INFO @log_variables: plain_train loss mean: 1.243073 2020-06-17 14:11:22.389: INFO @log_variables: plain_train localisation_loss mean: 1.007376 2020-06-17 14:11:22.390: INFO @log_variables: plain_train classification_loss mean: 0.638647 2020-06-17 14:11:22.390: INFO @log_variables: valid box_f1 mean: 0.790358 2020-06-17 14:11:22.390: INFO @log_variables: valid box_recall mean: 0.845842 2020-06-17 14:11:22.390: INFO @log_variables: valid box_precision mean: 0.763747 2020-06-17 14:11:22.390: INFO @log_variables: valid face_box_f1 mean: 0.498626 2020-06-17 14:11:22.390: INFO @log_variables: valid body_box_f1 mean: 0.836243 2020-06-17 14:11:22.390: INFO @log_variables: valid face_box_recall mean: 0.567438 2020-06-17 14:11:22.390: INFO @log_variables: valid body_box_recall mean: 0.872891 2020-06-17 14:11:22.390: INFO @log_variables: valid face_box_precision mean: 0.474458 2020-06-17 14:11:22.390: INFO @log_variables: valid face_fp mean: 1.205709 2020-06-17 14:11:22.390: INFO @log_variables: valid face_fn mean: 0.656988 2020-06-17 14:11:22.390: INFO @log_variables: valid body_fp mean: 1.292323 2020-06-17 14:11:22.390: INFO @log_variables: valid body_fn mean: 0.899852 2020-06-17 14:11:22.390: INFO @log_variables: valid body_box_precision mean: 0.826475 2020-06-17 14:11:22.390: INFO @log_variables: valid loss mean: 1.310628 2020-06-17 14:11:22.390: INFO @log_variables: valid localisation_loss mean: 1.058492 2020-06-17 14:11:22.390: INFO @log_variables: valid classification_loss mean: 0.675533 2020-06-17 14:11:22.390: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 14:11:22.393: INFO @log_profile : T plain_train: 343.618561 2020-06-17 14:11:22.393: INFO @log_profile : T valid: 20.165316 2020-06-17 14:11:22.394: INFO @log_profile : T read data: 10.860528 2020-06-17 14:11:22.394: INFO @log_profile : T hooks: 27.530342 2020-06-17 14:11:22.394: INFO @main_loop : Epoch 358 done 2020-06-17 14:11:22.394: INFO @main_loop : Training epoch 359 2020-06-17 14:18:05.237: INFO @decay_lr : LR updated to `1.6538123e-05` 2020-06-17 14:18:05.253: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 14:18:05.254: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 14:18:05.254: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 14:18:05.254: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 14:18:05.254: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 14:18:05.254: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 14:18:05.254: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 14:18:05.254: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-17 14:18:05.254: INFO @log_variables: plain_train face_fp mean: nan 2020-06-17 14:18:05.254: INFO @log_variables: plain_train face_fn mean: nan 2020-06-17 14:18:05.254: INFO @log_variables: plain_train body_fp mean: nan 2020-06-17 14:18:05.254: INFO @log_variables: plain_train body_fn mean: nan 2020-06-17 14:18:05.254: INFO @log_variables: 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face_fp mean: 1.156742 2020-06-17 14:18:05.255: INFO @log_variables: valid face_fn mean: 0.661663 2020-06-17 14:18:05.255: INFO @log_variables: valid body_fp mean: 1.228593 2020-06-17 14:18:05.255: INFO @log_variables: valid body_fn mean: 0.940207 2020-06-17 14:18:05.255: INFO @log_variables: valid body_box_precision mean: 0.831540 2020-06-17 14:18:05.255: INFO @log_variables: valid loss mean: 1.321331 2020-06-17 14:18:05.255: INFO @log_variables: valid localisation_loss mean: 1.062309 2020-06-17 14:18:05.255: INFO @log_variables: valid classification_loss mean: 0.683946 2020-06-17 14:18:05.255: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 14:18:05.258: INFO @log_profile : T plain_train: 342.822620 2020-06-17 14:18:05.258: INFO @log_profile : T valid: 19.925072 2020-06-17 14:18:05.258: INFO @log_profile : T read data: 10.850541 2020-06-17 14:18:05.258: INFO @log_profile : T hooks: 27.226405 2020-06-17 14:18:05.259: INFO @main_loop : Epoch 359 done 2020-06-17 14:18:05.259: INFO @main_loop : Training epoch 360 2020-06-17 14:24:48.106: INFO @decay_lr : LR updated to `1.6455431e-05` 2020-06-17 14:24:48.122: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 14:24:48.122: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 14:24:48.123: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 14:24:48.123: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 14:24:48.123: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 14:24:48.123: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 14:24:48.123: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 14:24:48.123: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-17 14:24:48.123: INFO @log_variables: plain_train face_fp mean: nan 2020-06-17 14:24:48.123: INFO @log_variables: plain_train face_fn mean: nan 2020-06-17 14:24:48.123: INFO @log_variables: plain_train 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read data: 10.828057 2020-06-17 14:24:48.127: INFO @log_profile : T hooks: 27.201156 2020-06-17 14:24:48.127: INFO @main_loop : Epoch 360 done 2020-06-17 14:24:48.127: INFO @main_loop : Training epoch 361 2020-06-17 14:31:32.658: INFO @decay_lr : LR updated to `1.6373155e-05` 2020-06-17 14:31:32.674: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 14:31:32.675: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 14:31:32.675: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 14:31:32.675: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 14:31:32.675: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 14:31:32.675: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 14:31:32.675: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 14:31:32.675: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-17 14:31:32.675: INFO @log_variables: plain_train face_fp mean: 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INFO @log_variables: valid face_box_recall mean: 0.565166 2020-06-17 14:31:32.676: INFO @log_variables: valid body_box_recall mean: 0.873955 2020-06-17 14:31:32.676: INFO @log_variables: valid face_box_precision mean: 0.473867 2020-06-17 14:31:32.676: INFO @log_variables: valid face_fp mean: 1.191683 2020-06-17 14:31:32.676: INFO @log_variables: valid face_fn mean: 0.660187 2020-06-17 14:31:32.676: INFO @log_variables: valid body_fp mean: 1.401575 2020-06-17 14:31:32.676: INFO @log_variables: valid body_fn mean: 0.883366 2020-06-17 14:31:32.676: INFO @log_variables: valid body_box_precision mean: 0.818523 2020-06-17 14:31:32.676: INFO @log_variables: valid loss mean: 1.311643 2020-06-17 14:31:32.676: INFO @log_variables: valid localisation_loss mean: 1.059981 2020-06-17 14:31:32.676: INFO @log_variables: valid classification_loss mean: 0.675654 2020-06-17 14:31:32.676: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 14:31:32.679: INFO @log_profile : T plain_train: 343.185459 2020-06-17 14:31:32.679: INFO @log_profile : T valid: 20.576905 2020-06-17 14:31:32.679: INFO @log_profile : T read data: 10.798022 2020-06-17 14:31:32.679: INFO @log_profile : T hooks: 27.941635 2020-06-17 14:31:32.679: INFO @main_loop : Epoch 361 done 2020-06-17 14:31:32.679: INFO @main_loop : Training epoch 362 2020-06-17 14:38:16.445: INFO @decay_lr : LR updated to `1.629129e-05` 2020-06-17 14:38:16.463: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 14:38:16.463: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 14:38:16.463: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 14:38:16.463: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 14:38:16.464: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 14:38:16.464: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 14:38:16.464: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 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@log_variables: valid face_box_f1 mean: 0.500669 2020-06-17 14:38:16.464: INFO @log_variables: valid body_box_f1 mean: 0.834808 2020-06-17 14:38:16.464: INFO @log_variables: valid face_box_recall mean: 0.567340 2020-06-17 14:38:16.464: INFO @log_variables: valid body_box_recall mean: 0.871937 2020-06-17 14:38:16.465: INFO @log_variables: valid face_box_precision mean: 0.477480 2020-06-17 14:38:16.465: INFO @log_variables: valid face_fp mean: 1.183071 2020-06-17 14:38:16.465: INFO @log_variables: valid face_fn mean: 0.648376 2020-06-17 14:38:16.465: INFO @log_variables: valid body_fp mean: 1.326280 2020-06-17 14:38:16.465: INFO @log_variables: valid body_fn mean: 0.894685 2020-06-17 14:38:16.465: INFO @log_variables: valid body_box_precision mean: 0.824862 2020-06-17 14:38:16.465: INFO @log_variables: valid loss mean: 1.318133 2020-06-17 14:38:16.465: INFO @log_variables: valid localisation_loss mean: 1.058689 2020-06-17 14:38:16.465: INFO @log_variables: valid classification_loss mean: 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@log_variables: plain_train face_box_recall mean: nan 2020-06-17 14:45:00.181: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 14:45:00.181: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-17 14:45:00.181: INFO @log_variables: plain_train face_fp mean: nan 2020-06-17 14:45:00.181: INFO @log_variables: plain_train face_fn mean: nan 2020-06-17 14:45:00.181: INFO @log_variables: plain_train body_fp mean: nan 2020-06-17 14:45:00.181: INFO @log_variables: plain_train body_fn mean: nan 2020-06-17 14:45:00.181: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-17 14:45:00.181: INFO @log_variables: plain_train loss mean: 1.240346 2020-06-17 14:45:00.181: INFO @log_variables: plain_train localisation_loss mean: 1.001652 2020-06-17 14:45:00.182: INFO @log_variables: plain_train classification_loss mean: 0.639355 2020-06-17 14:45:00.182: INFO @log_variables: valid box_f1 mean: 0.789682 2020-06-17 14:45:00.182: INFO @log_variables: 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14:45:00.182: INFO @log_variables: valid localisation_loss mean: 1.063505 2020-06-17 14:45:00.182: INFO @log_variables: valid classification_loss mean: 0.674992 2020-06-17 14:45:00.182: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 14:45:00.185: INFO @log_profile : T plain_train: 342.423983 2020-06-17 14:45:00.186: INFO @log_profile : T valid: 20.272397 2020-06-17 14:45:00.186: INFO @log_profile : T read data: 10.850242 2020-06-17 14:45:00.186: INFO @log_profile : T hooks: 28.116432 2020-06-17 14:45:00.186: INFO @main_loop : Epoch 363 done 2020-06-17 14:45:00.186: INFO @main_loop : Training epoch 364 2020-06-17 14:51:43.605: INFO @decay_lr : LR updated to `1.6128784e-05` 2020-06-17 14:51:43.621: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 14:51:43.621: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 14:51:43.621: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 14:51:43.621: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 14:51:43.621: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 14:51:43.621: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 14:51:43.621: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 14:51:43.621: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-17 14:51:43.621: INFO @log_variables: plain_train face_fp mean: nan 2020-06-17 14:51:43.621: INFO @log_variables: plain_train face_fn mean: nan 2020-06-17 14:51:43.622: INFO @log_variables: plain_train body_fp mean: nan 2020-06-17 14:51:43.622: INFO @log_variables: plain_train body_fn mean: nan 2020-06-17 14:51:43.622: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-17 14:51:43.622: INFO @log_variables: plain_train loss mean: 1.242783 2020-06-17 14:51:43.622: INFO @log_variables: plain_train localisation_loss mean: 1.005218 2020-06-17 14:51:43.622: INFO @log_variables: plain_train classification_loss mean: 0.639653 2020-06-17 14:51:43.622: INFO @log_variables: valid box_f1 mean: 0.791364 2020-06-17 14:51:43.622: INFO @log_variables: valid box_recall mean: 0.845761 2020-06-17 14:51:43.622: INFO @log_variables: valid box_precision mean: 0.765365 2020-06-17 14:51:43.622: INFO @log_variables: valid face_box_f1 mean: 0.499989 2020-06-17 14:51:43.622: INFO @log_variables: valid body_box_f1 mean: 0.835098 2020-06-17 14:51:43.622: INFO @log_variables: valid face_box_recall mean: 0.564570 2020-06-17 14:51:43.622: INFO @log_variables: valid body_box_recall mean: 0.872832 2020-06-17 14:51:43.622: INFO @log_variables: valid face_box_precision mean: 0.477661 2020-06-17 14:51:43.622: INFO @log_variables: valid face_fp mean: 1.164370 2020-06-17 14:51:43.622: INFO @log_variables: valid face_fn mean: 0.655758 2020-06-17 14:51:43.622: INFO @log_variables: valid body_fp mean: 1.316683 2020-06-17 14:51:43.622: INFO @log_variables: valid body_fn mean: 0.894193 2020-06-17 14:51:43.622: INFO @log_variables: valid body_box_precision mean: 0.824491 2020-06-17 14:51:43.622: INFO @log_variables: valid loss mean: 1.310617 2020-06-17 14:51:43.623: INFO @log_variables: valid localisation_loss mean: 1.057480 2020-06-17 14:51:43.623: INFO @log_variables: valid classification_loss mean: 0.676129 2020-06-17 14:51:43.623: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 14:51:43.626: INFO @log_profile : T plain_train: 342.811804 2020-06-17 14:51:43.626: INFO @log_profile : T valid: 19.927225 2020-06-17 14:51:43.626: INFO @log_profile : T read data: 10.899598 2020-06-17 14:51:43.626: INFO @log_profile : T hooks: 27.760922 2020-06-17 14:51:43.626: INFO @main_loop : Epoch 364 done 2020-06-17 14:51:43.626: INFO @main_loop : Training epoch 365 2020-06-17 14:58:27.383: INFO @decay_lr : LR updated to `1.6048141e-05` 2020-06-17 14:58:27.399: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 14:58:27.399: INFO @log_variables: 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LR updated to `1.59679e-05` 2020-06-17 15:05:09.676: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 15:05:09.677: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 15:05:09.677: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 15:05:09.677: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 15:05:09.677: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 15:05:09.677: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 15:05:09.677: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 15:05:09.677: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-17 15:05:09.677: INFO @log_variables: plain_train face_fp mean: nan 2020-06-17 15:05:09.677: INFO @log_variables: plain_train face_fn mean: nan 2020-06-17 15:05:09.677: INFO @log_variables: plain_train body_fp mean: nan 2020-06-17 15:05:09.677: INFO @log_variables: plain_train body_fn mean: nan 2020-06-17 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15:05:09.681: INFO @main_loop : Epoch 366 done 2020-06-17 15:05:09.681: INFO @main_loop : Training epoch 367 2020-06-17 15:11:52.665: INFO @decay_lr : LR updated to `1.5888061e-05` 2020-06-17 15:11:52.681: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 15:11:52.681: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 15:11:52.681: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 15:11:52.681: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 15:11:52.681: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 15:11:52.681: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 15:11:52.681: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 15:11:52.682: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-17 15:11:52.682: INFO @log_variables: plain_train face_fp mean: nan 2020-06-17 15:11:52.682: INFO @log_variables: plain_train face_fn mean: nan 2020-06-17 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@log_variables: valid body_box_recall mean: 0.867257 2020-06-17 15:11:52.682: INFO @log_variables: valid face_box_precision mean: 0.477961 2020-06-17 15:11:52.682: INFO @log_variables: valid face_fp mean: 1.191929 2020-06-17 15:11:52.682: INFO @log_variables: valid face_fn mean: 0.653543 2020-06-17 15:11:52.682: INFO @log_variables: valid body_fp mean: 1.212844 2020-06-17 15:11:52.683: INFO @log_variables: valid body_fn mean: 0.937746 2020-06-17 15:11:52.683: INFO @log_variables: valid body_box_precision mean: 0.833513 2020-06-17 15:11:52.683: INFO @log_variables: valid loss mean: 1.324129 2020-06-17 15:11:52.683: INFO @log_variables: valid localisation_loss mean: 1.055319 2020-06-17 15:11:52.683: INFO @log_variables: valid classification_loss mean: 0.690938 2020-06-17 15:11:52.683: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 15:11:52.686: INFO @log_profile : T plain_train: 342.115425 2020-06-17 15:11:52.686: INFO @log_profile : T valid: 20.071340 2020-06-17 15:11:52.686: INFO @log_profile : T read data: 10.872736 2020-06-17 15:11:52.686: INFO @log_profile : T hooks: 27.894040 2020-06-17 15:11:52.686: INFO @main_loop : Epoch 367 done 2020-06-17 15:11:52.686: INFO @main_loop : Training epoch 368 2020-06-17 15:18:35.711: INFO @decay_lr : LR updated to `1.580862e-05` 2020-06-17 15:18:35.727: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 15:18:35.727: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 15:18:35.727: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 15:18:35.727: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 15:18:35.727: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 15:18:35.727: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 15:18:35.727: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 15:18:35.727: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-17 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./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 15:18:35.731: INFO @log_profile : T plain_train: 342.739592 2020-06-17 15:18:35.731: INFO @log_profile : T valid: 19.931327 2020-06-17 15:18:35.731: INFO @log_profile : T read data: 10.941515 2020-06-17 15:18:35.731: INFO @log_profile : T hooks: 27.393251 2020-06-17 15:18:35.731: INFO @main_loop : Epoch 368 done 2020-06-17 15:18:35.731: INFO @main_loop : Training epoch 369 2020-06-17 15:25:19.021: INFO @decay_lr : LR updated to `1.5729578e-05` 2020-06-17 15:25:19.037: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 15:25:19.037: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 15:25:19.037: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 15:25:19.037: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 15:25:19.037: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 15:25:19.037: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 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@log_variables: valid box_precision mean: 0.760559 2020-06-17 15:25:19.038: INFO @log_variables: valid face_box_f1 mean: 0.497824 2020-06-17 15:25:19.038: INFO @log_variables: valid body_box_f1 mean: 0.834581 2020-06-17 15:25:19.038: INFO @log_variables: valid face_box_recall mean: 0.567792 2020-06-17 15:25:19.038: INFO @log_variables: valid body_box_recall mean: 0.875389 2020-06-17 15:25:19.038: INFO @log_variables: valid face_box_precision mean: 0.472933 2020-06-17 15:25:19.038: INFO @log_variables: valid face_fp mean: 1.222687 2020-06-17 15:25:19.038: INFO @log_variables: valid face_fn mean: 0.650591 2020-06-17 15:25:19.038: INFO @log_variables: valid body_fp mean: 1.366880 2020-06-17 15:25:19.038: INFO @log_variables: valid body_fn mean: 0.876476 2020-06-17 15:25:19.038: INFO @log_variables: valid body_box_precision mean: 0.821512 2020-06-17 15:25:19.038: INFO @log_variables: valid loss mean: 1.308730 2020-06-17 15:25:19.038: INFO @log_variables: valid localisation_loss mean: 1.052002 2020-06-17 15:25:19.038: INFO @log_variables: valid classification_loss mean: 0.677529 2020-06-17 15:25:19.038: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 15:25:19.041: INFO @log_profile : T plain_train: 342.947051 2020-06-17 15:25:19.041: INFO @log_profile : T valid: 20.025283 2020-06-17 15:25:19.041: INFO @log_profile : T read data: 10.834869 2020-06-17 15:25:19.041: INFO @log_profile : T hooks: 27.447523 2020-06-17 15:25:19.042: INFO @main_loop : Epoch 369 done 2020-06-17 15:25:19.042: INFO @main_loop : Training epoch 370 2020-06-17 15:32:03.760: INFO @decay_lr : LR updated to `1.565093e-05` 2020-06-17 15:32:03.777: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 15:32:03.777: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 15:32:03.777: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 15:32:03.777: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 15:32:03.777: INFO 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@log_variables: valid box_f1 mean: 0.789215 2020-06-17 15:32:03.778: INFO @log_variables: valid box_recall mean: 0.851443 2020-06-17 15:32:03.778: INFO @log_variables: valid box_precision mean: 0.757534 2020-06-17 15:32:03.778: INFO @log_variables: valid face_box_f1 mean: 0.499351 2020-06-17 15:32:03.778: INFO @log_variables: valid body_box_f1 mean: 0.832601 2020-06-17 15:32:03.778: INFO @log_variables: valid face_box_recall mean: 0.569144 2020-06-17 15:32:03.778: INFO @log_variables: valid body_box_recall mean: 0.877555 2020-06-17 15:32:03.778: INFO @log_variables: valid face_box_precision mean: 0.475019 2020-06-17 15:32:03.778: INFO @log_variables: valid face_fp mean: 1.210138 2020-06-17 15:32:03.778: INFO @log_variables: valid face_fn mean: 0.641486 2020-06-17 15:32:03.778: INFO @log_variables: valid body_fp mean: 1.410433 2020-06-17 15:32:03.778: INFO @log_variables: valid body_fn mean: 0.859744 2020-06-17 15:32:03.778: INFO @log_variables: valid body_box_precision mean: 0.816329 2020-06-17 15:32:03.778: INFO @log_variables: valid loss mean: 1.315198 2020-06-17 15:32:03.778: INFO @log_variables: valid localisation_loss mean: 1.059108 2020-06-17 15:32:03.778: INFO @log_variables: valid classification_loss mean: 0.679734 2020-06-17 15:32:03.778: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 15:32:03.781: INFO @log_profile : T plain_train: 343.256555 2020-06-17 15:32:03.782: INFO @log_profile : T valid: 20.330454 2020-06-17 15:32:03.782: INFO @log_profile : T read data: 11.018696 2020-06-17 15:32:03.782: INFO @log_profile : T hooks: 28.046767 2020-06-17 15:32:03.782: INFO @main_loop : Epoch 370 done 2020-06-17 15:32:03.782: INFO @main_loop : Training epoch 371 2020-06-17 15:38:48.169: INFO @decay_lr : LR updated to `1.5572676e-05` 2020-06-17 15:38:48.186: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 15:38:48.186: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 15:38:48.186: INFO 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15:45:31.988: INFO @main_loop : Training epoch 373 2020-06-17 15:52:16.596: INFO @decay_lr : LR updated to `1.5417338e-05` 2020-06-17 15:52:16.637: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 15:52:16.637: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 15:52:16.637: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 15:52:16.637: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 15:52:16.637: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 15:52:16.637: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 15:52:16.637: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 15:52:16.638: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-17 15:52:16.638: INFO @log_variables: plain_train face_fp mean: nan 2020-06-17 15:52:16.638: INFO @log_variables: plain_train face_fn mean: nan 2020-06-17 15:52:16.638: INFO @log_variables: plain_train body_fp mean: 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@log_variables: valid face_box_recall mean: 0.568931 2020-06-17 15:59:01.925: INFO @log_variables: valid body_box_recall mean: 0.870816 2020-06-17 15:59:01.925: INFO @log_variables: valid face_box_precision mean: 0.482310 2020-06-17 15:59:01.926: INFO @log_variables: valid face_fp mean: 1.151575 2020-06-17 15:59:01.926: INFO @log_variables: valid face_fn mean: 0.650591 2020-06-17 15:59:01.926: INFO @log_variables: valid body_fp mean: 1.308071 2020-06-17 15:59:01.926: INFO @log_variables: valid body_fn mean: 0.904035 2020-06-17 15:59:01.926: INFO @log_variables: valid body_box_precision mean: 0.825026 2020-06-17 15:59:01.926: INFO @log_variables: valid loss mean: 1.316652 2020-06-17 15:59:01.926: INFO @log_variables: valid localisation_loss mean: 1.057039 2020-06-17 15:59:01.926: INFO @log_variables: valid classification_loss mean: 0.682428 2020-06-17 15:59:01.926: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 15:59:01.929: INFO @log_profile : T plain_train: 344.331665 2020-06-17 15:59:01.929: INFO @log_profile : T valid: 20.095446 2020-06-17 15:59:01.929: INFO @log_profile : T read data: 11.020368 2020-06-17 15:59:01.929: INFO @log_profile : T hooks: 27.751258 2020-06-17 15:59:01.929: INFO @main_loop : Epoch 374 done 2020-06-17 15:59:01.929: INFO @main_loop : Training epoch 375 2020-06-17 16:05:44.942: INFO @decay_lr : LR updated to `1.526355e-05` 2020-06-17 16:05:44.959: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 16:05:44.959: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 16:05:44.959: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 16:05:44.959: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 16:05:44.959: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 16:05:44.960: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 16:05:44.960: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 16:05:44.960: 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face_box_f1 mean: 0.497896 2020-06-17 16:05:44.960: INFO @log_variables: valid body_box_f1 mean: 0.835708 2020-06-17 16:05:44.960: INFO @log_variables: valid face_box_recall mean: 0.564125 2020-06-17 16:05:44.960: INFO @log_variables: valid body_box_recall mean: 0.869040 2020-06-17 16:05:44.960: INFO @log_variables: valid face_box_precision mean: 0.474897 2020-06-17 16:05:44.961: INFO @log_variables: valid face_fp mean: 1.200787 2020-06-17 16:05:44.961: INFO @log_variables: valid face_fn mean: 0.658465 2020-06-17 16:05:44.961: INFO @log_variables: valid body_fp mean: 1.276575 2020-06-17 16:05:44.961: INFO @log_variables: valid body_fn mean: 0.914124 2020-06-17 16:05:44.961: INFO @log_variables: valid body_box_precision mean: 0.829150 2020-06-17 16:05:44.961: INFO @log_variables: valid loss mean: 1.321759 2020-06-17 16:05:44.961: INFO @log_variables: valid localisation_loss mean: 1.058104 2020-06-17 16:05:44.961: INFO @log_variables: valid classification_loss mean: 0.686897 2020-06-17 16:05:44.961: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 16:05:44.964: INFO @log_profile : T plain_train: 342.594454 2020-06-17 16:05:44.964: INFO @log_profile : T valid: 20.027679 2020-06-17 16:05:44.964: INFO @log_profile : T read data: 10.853330 2020-06-17 16:05:44.964: INFO @log_profile : T hooks: 27.503705 2020-06-17 16:05:44.964: INFO @main_loop : Epoch 375 done 2020-06-17 16:05:44.964: INFO @main_loop : Training epoch 376 2020-06-17 16:12:29.432: INFO @decay_lr : LR updated to `1.5187232e-05` 2020-06-17 16:12:29.450: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 16:12:29.450: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 16:12:29.450: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 16:12:29.450: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 16:12:29.450: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 16:12:29.450: INFO @log_variables: 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mean: 0.846503 2020-06-17 16:12:29.451: INFO @log_variables: valid box_precision mean: 0.767669 2020-06-17 16:12:29.451: INFO @log_variables: valid face_box_f1 mean: 0.502003 2020-06-17 16:12:29.451: INFO @log_variables: valid body_box_f1 mean: 0.836552 2020-06-17 16:12:29.451: INFO @log_variables: valid face_box_recall mean: 0.568170 2020-06-17 16:12:29.451: INFO @log_variables: valid body_box_recall mean: 0.872253 2020-06-17 16:12:29.451: INFO @log_variables: valid face_box_precision mean: 0.479178 2020-06-17 16:12:29.451: INFO @log_variables: valid face_fp mean: 1.169291 2020-06-17 16:12:29.451: INFO @log_variables: valid face_fn mean: 0.646900 2020-06-17 16:12:29.452: INFO @log_variables: valid body_fp mean: 1.281988 2020-06-17 16:12:29.452: INFO @log_variables: valid body_fn mean: 0.895423 2020-06-17 16:12:29.452: INFO @log_variables: valid body_box_precision mean: 0.828030 2020-06-17 16:12:29.452: INFO @log_variables: valid loss mean: 1.313898 2020-06-17 16:12:29.452: INFO @log_variables: valid localisation_loss mean: 1.058134 2020-06-17 16:12:29.452: INFO @log_variables: valid classification_loss mean: 0.679017 2020-06-17 16:12:29.452: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 16:12:29.455: INFO @log_profile : T plain_train: 343.572856 2020-06-17 16:12:29.455: INFO @log_profile : T valid: 20.015137 2020-06-17 16:12:29.455: INFO @log_profile : T read data: 11.075113 2020-06-17 16:12:29.455: INFO @log_profile : T hooks: 27.731425 2020-06-17 16:12:29.455: INFO @main_loop : Epoch 376 done 2020-06-17 16:12:29.455: INFO @main_loop : Training epoch 377 2020-06-17 16:19:13.295: INFO @decay_lr : LR updated to `1.5111295e-05` 2020-06-17 16:19:13.312: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 16:19:13.312: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 16:19:13.312: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 16:19:13.312: INFO @log_variables: plain_train 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@log_variables: plain_train localisation_loss mean: 1.007055 2020-06-17 16:25:58.072: INFO @log_variables: plain_train classification_loss mean: 0.639909 2020-06-17 16:25:58.073: INFO @log_variables: valid box_f1 mean: 0.788674 2020-06-17 16:25:58.073: INFO @log_variables: valid box_recall mean: 0.847015 2020-06-17 16:25:58.073: INFO @log_variables: valid box_precision mean: 0.760147 2020-06-17 16:25:58.073: INFO @log_variables: valid face_box_f1 mean: 0.495546 2020-06-17 16:25:58.073: INFO @log_variables: valid body_box_f1 mean: 0.833836 2020-06-17 16:25:58.073: INFO @log_variables: valid face_box_recall mean: 0.564554 2020-06-17 16:25:58.073: INFO @log_variables: valid body_box_recall mean: 0.873790 2020-06-17 16:25:58.073: INFO @log_variables: valid face_box_precision mean: 0.471315 2020-06-17 16:25:58.073: INFO @log_variables: valid face_fp mean: 1.228839 2020-06-17 16:25:58.073: INFO @log_variables: valid face_fn mean: 0.660433 2020-06-17 16:25:58.073: INFO @log_variables: valid body_fp mean: 1.353839 2020-06-17 16:25:58.073: INFO @log_variables: valid body_fn mean: 0.886565 2020-06-17 16:25:58.073: INFO @log_variables: valid body_box_precision mean: 0.821687 2020-06-17 16:25:58.073: INFO @log_variables: valid loss mean: 1.316003 2020-06-17 16:25:58.073: INFO @log_variables: valid localisation_loss mean: 1.053432 2020-06-17 16:25:58.073: INFO @log_variables: valid classification_loss mean: 0.683944 2020-06-17 16:25:58.073: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 16:25:58.076: INFO @log_profile : T plain_train: 343.530313 2020-06-17 16:25:58.076: INFO @log_profile : T valid: 20.126355 2020-06-17 16:25:58.076: INFO @log_profile : T read data: 11.026747 2020-06-17 16:25:58.076: INFO @log_profile : T hooks: 28.018535 2020-06-17 16:25:58.076: INFO @main_loop : Epoch 378 done 2020-06-17 16:25:58.076: INFO @main_loop : Training epoch 379 2020-06-17 16:32:41.256: INFO @decay_lr : LR updated to `1.496056e-05` 2020-06-17 16:32:41.271: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 16:32:41.271: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 16:32:41.271: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 16:32:41.271: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 16:32:41.271: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 16:32:41.271: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 16:32:41.271: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 16:32:41.271: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-17 16:32:41.272: INFO @log_variables: plain_train face_fp mean: nan 2020-06-17 16:32:41.272: INFO @log_variables: plain_train face_fn mean: nan 2020-06-17 16:32:41.272: INFO @log_variables: plain_train body_fp mean: nan 2020-06-17 16:32:41.272: INFO @log_variables: plain_train body_fn mean: nan 2020-06-17 16:32:41.272: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-17 16:32:41.272: INFO @log_variables: plain_train loss mean: 1.239243 2020-06-17 16:32:41.272: INFO @log_variables: plain_train localisation_loss mean: 1.002312 2020-06-17 16:32:41.272: INFO @log_variables: plain_train classification_loss mean: 0.637856 2020-06-17 16:32:41.272: INFO @log_variables: valid box_f1 mean: 0.792558 2020-06-17 16:32:41.272: INFO @log_variables: valid box_recall mean: 0.842469 2020-06-17 16:32:41.272: INFO @log_variables: valid box_precision mean: 0.770513 2020-06-17 16:32:41.272: INFO @log_variables: valid face_box_f1 mean: 0.500039 2020-06-17 16:32:41.272: INFO @log_variables: valid body_box_f1 mean: 0.835938 2020-06-17 16:32:41.272: INFO @log_variables: valid face_box_recall mean: 0.561588 2020-06-17 16:32:41.272: INFO @log_variables: valid body_box_recall mean: 0.870391 2020-06-17 16:32:41.272: INFO @log_variables: valid face_box_precision mean: 0.479720 2020-06-17 16:32:41.272: INFO @log_variables: valid face_fp mean: 1.137549 2020-06-17 16:32:41.272: INFO @log_variables: valid face_fn mean: 0.668061 2020-06-17 16:32:41.272: INFO @log_variables: valid body_fp mean: 1.271654 2020-06-17 16:32:41.272: INFO @log_variables: valid body_fn mean: 0.922490 2020-06-17 16:32:41.272: INFO @log_variables: valid body_box_precision mean: 0.828503 2020-06-17 16:32:41.273: INFO @log_variables: valid loss mean: 1.313531 2020-06-17 16:32:41.273: INFO @log_variables: valid localisation_loss mean: 1.059451 2020-06-17 16:32:41.273: INFO @log_variables: valid classification_loss mean: 0.677861 2020-06-17 16:32:41.273: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 16:32:41.276: INFO @log_profile : T plain_train: 342.208274 2020-06-17 16:32:41.276: INFO @log_profile : T valid: 20.135873 2020-06-17 16:32:41.276: INFO @log_profile : T read data: 10.955643 2020-06-17 16:32:41.276: INFO @log_profile : T hooks: 27.857958 2020-06-17 16:32:41.276: INFO @main_loop : Epoch 379 done 2020-06-17 16:32:41.276: INFO @main_loop : Training epoch 380 2020-06-17 16:39:24.624: INFO @decay_lr : LR updated to `1.4885757e-05` 2020-06-17 16:39:24.642: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 16:39:24.642: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 16:39:24.642: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 16:39:24.642: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 16:39:24.642: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 16:39:24.642: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 16:39:24.642: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 16:39:24.642: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-17 16:39:24.642: INFO @log_variables: plain_train face_fp mean: nan 2020-06-17 16:39:24.643: INFO @log_variables: plain_train face_fn mean: nan 2020-06-17 16:39:24.643: INFO @log_variables: plain_train 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read data: 10.942871 2020-06-17 16:39:24.647: INFO @log_profile : T hooks: 27.567205 2020-06-17 16:39:24.647: INFO @main_loop : Epoch 380 done 2020-06-17 16:39:24.647: INFO @main_loop : Training epoch 381 2020-06-17 16:46:08.512: INFO @decay_lr : LR updated to `1.4811329e-05` 2020-06-17 16:46:08.529: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 16:46:08.529: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 16:46:08.529: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 16:46:08.530: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 16:46:08.530: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 16:46:08.530: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 16:46:08.530: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 16:46:08.530: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-17 16:46:08.530: INFO @log_variables: plain_train face_fp mean: 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INFO @log_variables: valid face_box_recall mean: 0.568873 2020-06-17 16:46:08.531: INFO @log_variables: valid body_box_recall mean: 0.867976 2020-06-17 16:46:08.531: INFO @log_variables: valid face_box_precision mean: 0.479879 2020-06-17 16:46:08.531: INFO @log_variables: valid face_fp mean: 1.188976 2020-06-17 16:46:08.531: INFO @log_variables: valid face_fn mean: 0.649852 2020-06-17 16:46:08.531: INFO @log_variables: valid body_fp mean: 1.190453 2020-06-17 16:46:08.531: INFO @log_variables: valid body_fn mean: 0.937992 2020-06-17 16:46:08.531: INFO @log_variables: valid body_box_precision mean: 0.837360 2020-06-17 16:46:08.531: INFO @log_variables: valid loss mean: 1.334579 2020-06-17 16:46:08.531: INFO @log_variables: valid localisation_loss mean: 1.066080 2020-06-17 16:46:08.531: INFO @log_variables: valid classification_loss mean: 0.694931 2020-06-17 16:46:08.531: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 16:46:08.534: INFO @log_profile : T plain_train: 343.142454 2020-06-17 16:46:08.534: INFO @log_profile : T valid: 20.065066 2020-06-17 16:46:08.534: INFO @log_profile : T read data: 10.946105 2020-06-17 16:46:08.534: INFO @log_profile : T hooks: 27.670088 2020-06-17 16:46:08.534: INFO @main_loop : Epoch 381 done 2020-06-17 16:46:08.534: INFO @main_loop : Training epoch 382 2020-06-17 16:52:51.925: INFO @decay_lr : LR updated to `1.4737272e-05` 2020-06-17 16:52:51.941: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 16:52:51.941: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 16:52:51.941: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 16:52:51.941: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 16:52:51.941: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 16:52:51.941: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 16:52:51.941: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 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@log_variables: valid face_box_f1 mean: 0.508862 2020-06-17 16:52:51.942: INFO @log_variables: valid body_box_f1 mean: 0.834980 2020-06-17 16:52:51.942: INFO @log_variables: valid face_box_recall mean: 0.569444 2020-06-17 16:52:51.942: INFO @log_variables: valid body_box_recall mean: 0.870965 2020-06-17 16:52:51.942: INFO @log_variables: valid face_box_precision mean: 0.490000 2020-06-17 16:52:51.942: INFO @log_variables: valid face_fp mean: 1.097441 2020-06-17 16:52:51.942: INFO @log_variables: valid face_fn mean: 0.652067 2020-06-17 16:52:51.942: INFO @log_variables: valid body_fp mean: 1.309055 2020-06-17 16:52:51.942: INFO @log_variables: valid body_fn mean: 0.906250 2020-06-17 16:52:51.942: INFO @log_variables: valid body_box_precision mean: 0.825799 2020-06-17 16:52:51.942: INFO @log_variables: valid loss mean: 1.326722 2020-06-17 16:52:51.942: INFO @log_variables: valid localisation_loss mean: 1.062575 2020-06-17 16:52:51.942: INFO @log_variables: valid classification_loss mean: 0.689178 2020-06-17 16:52:51.942: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 16:52:51.945: INFO @log_profile : T plain_train: 342.462273 2020-06-17 16:52:51.946: INFO @log_profile : T valid: 20.208293 2020-06-17 16:52:51.946: INFO @log_profile : T read data: 11.004407 2020-06-17 16:52:51.946: INFO @log_profile : T hooks: 27.675728 2020-06-17 16:52:51.946: INFO @main_loop : Epoch 382 done 2020-06-17 16:52:51.946: INFO @main_loop : Training epoch 383 2020-06-17 16:59:36.230: INFO @decay_lr : LR updated to `1.4663586e-05` 2020-06-17 16:59:36.246: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 16:59:36.247: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 16:59:36.247: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 16:59:36.247: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 16:59:36.247: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 16:59:36.247: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 16:59:36.247: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 16:59:36.247: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-17 16:59:36.247: INFO @log_variables: plain_train face_fp mean: nan 2020-06-17 16:59:36.247: INFO @log_variables: plain_train face_fn mean: nan 2020-06-17 16:59:36.247: INFO @log_variables: plain_train body_fp mean: nan 2020-06-17 16:59:36.247: INFO @log_variables: plain_train body_fn mean: nan 2020-06-17 16:59:36.247: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-17 16:59:36.247: INFO @log_variables: plain_train loss mean: 1.237835 2020-06-17 16:59:36.247: INFO @log_variables: plain_train localisation_loss mean: 0.999682 2020-06-17 16:59:36.247: INFO @log_variables: plain_train classification_loss mean: 0.638026 2020-06-17 16:59:36.247: INFO @log_variables: valid box_f1 mean: 0.794145 2020-06-17 16:59:36.247: INFO @log_variables: 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LR updated to `1.44447295e-05` 2020-06-17 17:19:48.503: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 17:19:48.503: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 17:19:48.503: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 17:19:48.504: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 17:19:48.504: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 17:19:48.504: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 17:19:48.504: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 17:19:48.504: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-17 17:19:48.504: INFO @log_variables: plain_train face_fp mean: nan 2020-06-17 17:19:48.504: INFO @log_variables: plain_train face_fn mean: nan 2020-06-17 17:19:48.504: INFO @log_variables: plain_train body_fp mean: nan 2020-06-17 17:19:48.504: INFO @log_variables: plain_train body_fn mean: nan 2020-06-17 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17:19:48.508: INFO @main_loop : Epoch 386 done 2020-06-17 17:19:48.508: INFO @main_loop : Training epoch 387 2020-06-17 17:26:32.536: INFO @decay_lr : LR updated to `1.4372506e-05` 2020-06-17 17:26:32.552: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 17:26:32.552: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 17:26:32.552: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 17:26:32.552: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 17:26:32.552: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 17:26:32.552: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 17:26:32.552: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 17:26:32.552: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-17 17:26:32.552: INFO @log_variables: plain_train face_fp mean: nan 2020-06-17 17:26:32.552: INFO @log_variables: plain_train face_fn mean: nan 2020-06-17 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@log_variables: valid body_box_recall mean: 0.873565 2020-06-17 17:26:32.553: INFO @log_variables: valid face_box_precision mean: 0.474241 2020-06-17 17:26:32.553: INFO @log_variables: valid face_fp mean: 1.218996 2020-06-17 17:26:32.553: INFO @log_variables: valid face_fn mean: 0.649360 2020-06-17 17:26:32.553: INFO @log_variables: valid body_fp mean: 1.305364 2020-06-17 17:26:32.553: INFO @log_variables: valid body_fn mean: 0.897638 2020-06-17 17:26:32.553: INFO @log_variables: valid body_box_precision mean: 0.826153 2020-06-17 17:26:32.553: INFO @log_variables: valid loss mean: 1.306392 2020-06-17 17:26:32.553: INFO @log_variables: valid localisation_loss mean: 1.052099 2020-06-17 17:26:32.553: INFO @log_variables: valid classification_loss mean: 0.675132 2020-06-17 17:26:32.553: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 17:26:32.556: INFO @log_profile : T plain_train: 343.239042 2020-06-17 17:26:32.556: INFO @log_profile : T valid: 20.346379 2020-06-17 17:26:32.557: INFO @log_profile : T read data: 10.881173 2020-06-17 17:26:32.557: INFO @log_profile : T hooks: 27.537678 2020-06-17 17:26:32.557: INFO @main_loop : Epoch 387 done 2020-06-17 17:26:32.557: INFO @main_loop : Training epoch 388 2020-06-17 17:33:15.314: INFO @decay_lr : LR updated to `1.4300643e-05` 2020-06-17 17:33:15.330: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 17:33:15.330: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 17:33:15.330: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 17:33:15.330: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 17:33:15.330: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 17:33:15.330: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 17:33:15.330: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 17:33:15.330: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-17 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./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 17:33:15.334: INFO @log_profile : T plain_train: 342.475041 2020-06-17 17:33:15.335: INFO @log_profile : T valid: 20.033427 2020-06-17 17:33:15.335: INFO @log_profile : T read data: 10.872166 2020-06-17 17:33:15.335: INFO @log_profile : T hooks: 27.340651 2020-06-17 17:33:15.335: INFO @main_loop : Epoch 388 done 2020-06-17 17:33:15.335: INFO @main_loop : Training epoch 389 2020-06-17 17:39:57.444: INFO @decay_lr : LR updated to `1.4229139e-05` 2020-06-17 17:39:57.462: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 17:39:57.462: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 17:39:57.462: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 17:39:57.462: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 17:39:57.462: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 17:39:57.462: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 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@log_variables: valid box_precision mean: 0.765700 2020-06-17 17:39:57.463: INFO @log_variables: valid face_box_f1 mean: 0.499365 2020-06-17 17:39:57.463: INFO @log_variables: valid body_box_f1 mean: 0.835807 2020-06-17 17:39:57.463: INFO @log_variables: valid face_box_recall mean: 0.565478 2020-06-17 17:39:57.463: INFO @log_variables: valid body_box_recall mean: 0.872419 2020-06-17 17:39:57.463: INFO @log_variables: valid face_box_precision mean: 0.476865 2020-06-17 17:39:57.463: INFO @log_variables: valid face_fp mean: 1.171752 2020-06-17 17:39:57.463: INFO @log_variables: valid face_fn mean: 0.661909 2020-06-17 17:39:57.463: INFO @log_variables: valid body_fp mean: 1.304626 2020-06-17 17:39:57.463: INFO @log_variables: valid body_fn mean: 0.898130 2020-06-17 17:39:57.463: INFO @log_variables: valid body_box_precision mean: 0.825677 2020-06-17 17:39:57.463: INFO @log_variables: valid loss mean: 1.310937 2020-06-17 17:39:57.463: INFO @log_variables: valid localisation_loss mean: 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@log_variables: valid box_f1 mean: 0.790290 2020-06-17 17:46:41.427: INFO @log_variables: valid box_recall mean: 0.846163 2020-06-17 17:46:41.427: INFO @log_variables: valid box_precision mean: 0.763213 2020-06-17 17:46:41.427: INFO @log_variables: valid face_box_f1 mean: 0.496440 2020-06-17 17:46:41.427: INFO @log_variables: valid body_box_f1 mean: 0.836388 2020-06-17 17:46:41.427: INFO @log_variables: valid face_box_recall mean: 0.567233 2020-06-17 17:46:41.427: INFO @log_variables: valid body_box_recall mean: 0.872836 2020-06-17 17:46:41.427: INFO @log_variables: valid face_box_precision mean: 0.470610 2020-06-17 17:46:41.427: INFO @log_variables: valid face_fp mean: 1.232776 2020-06-17 17:46:41.427: INFO @log_variables: valid face_fn mean: 0.652559 2020-06-17 17:46:41.427: INFO @log_variables: valid body_fp mean: 1.294783 2020-06-17 17:46:41.427: INFO @log_variables: valid body_fn mean: 0.893947 2020-06-17 17:46:41.427: INFO @log_variables: valid body_box_precision mean: 0.827141 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18:00:09.354: INFO @main_loop : Training epoch 393 2020-06-17 18:06:53.571: INFO @decay_lr : LR updated to `1.3946684e-05` 2020-06-17 18:06:53.586: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 18:06:53.587: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 18:06:53.587: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 18:06:53.587: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 18:06:53.587: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 18:06:53.587: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 18:06:53.587: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 18:06:53.587: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-17 18:06:53.587: INFO @log_variables: plain_train face_fp mean: nan 2020-06-17 18:06:53.587: INFO @log_variables: plain_train face_fn mean: nan 2020-06-17 18:06:53.587: INFO @log_variables: plain_train body_fp mean: 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10.911716 2020-06-17 18:06:53.591: INFO @log_profile : T hooks: 27.803977 2020-06-17 18:06:53.591: INFO @main_loop : Epoch 393 done 2020-06-17 18:06:53.591: INFO @main_loop : Training epoch 394 2020-06-17 18:13:38.165: INFO @decay_lr : LR updated to `1.387695e-05` 2020-06-17 18:13:38.181: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 18:13:38.181: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 18:13:38.181: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 18:13:38.181: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 18:13:38.181: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 18:13:38.181: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 18:13:38.181: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 18:13:38.181: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-17 18:13:38.181: INFO @log_variables: plain_train face_fp mean: nan 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@log_variables: valid face_box_recall mean: 0.571587 2020-06-17 18:13:38.182: INFO @log_variables: valid body_box_recall mean: 0.873774 2020-06-17 18:13:38.182: INFO @log_variables: valid face_box_precision mean: 0.470523 2020-06-17 18:13:38.182: INFO @log_variables: valid face_fp mean: 1.278543 2020-06-17 18:13:38.182: INFO @log_variables: valid face_fn mean: 0.639026 2020-06-17 18:13:38.182: INFO @log_variables: valid body_fp mean: 1.309547 2020-06-17 18:13:38.182: INFO @log_variables: valid body_fn mean: 0.899852 2020-06-17 18:13:38.182: INFO @log_variables: valid body_box_precision mean: 0.824662 2020-06-17 18:13:38.182: INFO @log_variables: valid loss mean: 1.309046 2020-06-17 18:13:38.182: INFO @log_variables: valid localisation_loss mean: 1.065192 2020-06-17 18:13:38.182: INFO @log_variables: valid classification_loss mean: 0.669931 2020-06-17 18:13:38.182: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 18:13:38.185: INFO @log_profile : T plain_train: 342.927852 2020-06-17 18:13:38.185: INFO @log_profile : T valid: 20.401330 2020-06-17 18:13:38.185: INFO @log_profile : T read data: 11.730746 2020-06-17 18:13:38.185: INFO @log_profile : T hooks: 27.488593 2020-06-17 18:13:38.186: INFO @main_loop : Epoch 394 done 2020-06-17 18:13:38.186: INFO @main_loop : Training epoch 395 2020-06-17 18:20:24.376: INFO @decay_lr : LR updated to `1.3807566e-05` 2020-06-17 18:20:24.392: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 18:20:24.392: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 18:20:24.392: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 18:20:24.392: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 18:20:24.392: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 18:20:24.392: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 18:20:24.392: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 18:20:24.392: 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18:20:24.393: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 18:20:24.396: INFO @log_profile : T plain_train: 343.401462 2020-06-17 18:20:24.396: INFO @log_profile : T valid: 20.290388 2020-06-17 18:20:24.397: INFO @log_profile : T read data: 12.511384 2020-06-17 18:20:24.397: INFO @log_profile : T hooks: 27.955398 2020-06-17 18:20:24.397: INFO @main_loop : Epoch 395 done 2020-06-17 18:20:24.397: INFO @main_loop : Training epoch 396 2020-06-17 18:27:07.821: INFO @decay_lr : LR updated to `1.3738528e-05` 2020-06-17 18:27:07.837: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 18:27:07.837: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 18:27:07.837: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 18:27:07.837: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 18:27:07.837: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 18:27:07.837: INFO @log_variables: 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mean: 0.842555 2020-06-17 18:27:07.838: INFO @log_variables: valid box_precision mean: 0.772446 2020-06-17 18:27:07.838: INFO @log_variables: valid face_box_f1 mean: 0.503681 2020-06-17 18:27:07.838: INFO @log_variables: valid body_box_f1 mean: 0.837287 2020-06-17 18:27:07.838: INFO @log_variables: valid face_box_recall mean: 0.567058 2020-06-17 18:27:07.838: INFO @log_variables: valid body_box_recall mean: 0.868865 2020-06-17 18:27:07.838: INFO @log_variables: valid face_box_precision mean: 0.482772 2020-06-17 18:27:07.838: INFO @log_variables: valid face_fp mean: 1.135827 2020-06-17 18:27:07.838: INFO @log_variables: valid face_fn mean: 0.658219 2020-06-17 18:27:07.838: INFO @log_variables: valid body_fp mean: 1.241880 2020-06-17 18:27:07.838: INFO @log_variables: valid body_fn mean: 0.929134 2020-06-17 18:27:07.838: INFO @log_variables: valid body_box_precision mean: 0.832173 2020-06-17 18:27:07.838: INFO @log_variables: valid loss mean: 1.321873 2020-06-17 18:27:07.838: INFO @log_variables: valid localisation_loss mean: 1.060966 2020-06-17 18:27:07.838: INFO @log_variables: valid classification_loss mean: 0.685293 2020-06-17 18:27:07.838: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 18:27:07.841: INFO @log_profile : T plain_train: 342.748551 2020-06-17 18:27:07.841: INFO @log_profile : T valid: 20.359501 2020-06-17 18:27:07.841: INFO @log_profile : T read data: 10.967056 2020-06-17 18:27:07.841: INFO @log_profile : T hooks: 27.316394 2020-06-17 18:27:07.841: INFO @main_loop : Epoch 396 done 2020-06-17 18:27:07.841: INFO @main_loop : Training epoch 397 2020-06-17 18:33:49.341: INFO @decay_lr : LR updated to `1.3669835e-05` 2020-06-17 18:33:49.357: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 18:33:49.357: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 18:33:49.357: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 18:33:49.357: INFO @log_variables: plain_train 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@log_variables: plain_train localisation_loss mean: 1.002694 2020-06-17 18:40:31.526: INFO @log_variables: plain_train classification_loss mean: 0.635259 2020-06-17 18:40:31.526: INFO @log_variables: valid box_f1 mean: 0.789914 2020-06-17 18:40:31.526: INFO @log_variables: valid box_recall mean: 0.848464 2020-06-17 18:40:31.526: INFO @log_variables: valid box_precision mean: 0.760073 2020-06-17 18:40:31.526: INFO @log_variables: valid face_box_f1 mean: 0.501669 2020-06-17 18:40:31.526: INFO @log_variables: valid body_box_f1 mean: 0.832054 2020-06-17 18:40:31.527: INFO @log_variables: valid face_box_recall mean: 0.570018 2020-06-17 18:40:31.527: INFO @log_variables: valid body_box_recall mean: 0.874396 2020-06-17 18:40:31.527: INFO @log_variables: valid face_box_precision mean: 0.476892 2020-06-17 18:40:31.527: INFO @log_variables: valid face_fp mean: 1.193898 2020-06-17 18:40:31.527: INFO @log_variables: valid face_fn mean: 0.649360 2020-06-17 18:40:31.527: INFO @log_variables: valid 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face_fp mean: 1.290354 2020-06-17 18:47:14.796: INFO @log_variables: valid face_fn mean: 0.628445 2020-06-17 18:47:14.796: INFO @log_variables: valid body_fp mean: 1.333907 2020-06-17 18:47:14.796: INFO @log_variables: valid body_fn mean: 0.894685 2020-06-17 18:47:14.796: INFO @log_variables: valid body_box_precision mean: 0.821550 2020-06-17 18:47:14.797: INFO @log_variables: valid loss mean: 1.309566 2020-06-17 18:47:14.797: INFO @log_variables: valid localisation_loss mean: 1.062208 2020-06-17 18:47:14.797: INFO @log_variables: valid classification_loss mean: 0.672241 2020-06-17 18:47:14.797: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 18:47:14.800: INFO @log_profile : T plain_train: 341.959675 2020-06-17 18:47:14.800: INFO @log_profile : T valid: 20.522016 2020-06-17 18:47:14.800: INFO @log_profile : T read data: 10.959764 2020-06-17 18:47:14.800: INFO @log_profile : T hooks: 27.788211 2020-06-17 18:47:14.800: INFO @main_loop : Epoch 399 done 2020-06-17 18:47:14.800: INFO @main_loop : Training epoch 400 2020-06-17 18:53:57.620: INFO @decay_lr : LR updated to `1.3465811e-05` 2020-06-17 18:53:57.637: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 18:53:57.637: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 18:53:57.637: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 18:53:57.637: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 18:53:57.637: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 18:53:57.637: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 18:53:57.638: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 18:53:57.638: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-17 18:53:57.638: INFO @log_variables: plain_train face_fp mean: nan 2020-06-17 18:53:57.638: INFO @log_variables: plain_train face_fn mean: nan 2020-06-17 18:53:57.638: INFO @log_variables: plain_train 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2020-06-17 18:53:57.638: INFO @log_variables: valid face_box_precision mean: 0.482953 2020-06-17 18:53:57.638: INFO @log_variables: valid face_fp mean: 1.136565 2020-06-17 18:53:57.638: INFO @log_variables: valid face_fn mean: 0.658219 2020-06-17 18:53:57.639: INFO @log_variables: valid body_fp mean: 1.415108 2020-06-17 18:53:57.639: INFO @log_variables: valid body_fn mean: 0.863435 2020-06-17 18:53:57.639: INFO @log_variables: valid body_box_precision mean: 0.817136 2020-06-17 18:53:57.639: INFO @log_variables: valid loss mean: 1.315061 2020-06-17 18:53:57.639: INFO @log_variables: valid localisation_loss mean: 1.055566 2020-06-17 18:53:57.639: INFO @log_variables: valid classification_loss mean: 0.681721 2020-06-17 18:53:57.639: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 18:53:57.642: INFO @log_profile : T plain_train: 341.917345 2020-06-17 18:53:57.642: INFO @log_profile : T valid: 20.338776 2020-06-17 18:53:57.642: INFO @log_profile : T read data: 10.865676 2020-06-17 18:53:57.642: INFO @log_profile : T hooks: 27.669650 2020-06-17 18:53:57.642: INFO @main_loop : Epoch 400 done 2020-06-17 18:53:57.642: INFO @main_loop : Training epoch 401 2020-06-17 19:00:39.878: INFO @decay_lr : LR updated to `1.3398482e-05` 2020-06-17 19:00:39.897: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 19:00:39.897: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 19:00:39.897: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 19:00:39.897: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 19:00:39.897: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 19:00:39.897: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 19:00:39.897: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 19:00:39.898: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-17 19:00:39.898: INFO @log_variables: plain_train face_fp mean: nan 2020-06-17 19:00:39.898: INFO @log_variables: plain_train face_fn mean: nan 2020-06-17 19:00:39.898: INFO @log_variables: plain_train body_fp mean: nan 2020-06-17 19:00:39.898: INFO @log_variables: plain_train body_fn mean: nan 2020-06-17 19:00:39.898: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-17 19:00:39.898: INFO @log_variables: plain_train loss mean: 1.229125 2020-06-17 19:00:39.898: INFO @log_variables: plain_train localisation_loss mean: 0.996318 2020-06-17 19:00:39.898: INFO @log_variables: plain_train classification_loss mean: 0.631334 2020-06-17 19:00:39.898: INFO @log_variables: valid box_f1 mean: 0.790267 2020-06-17 19:00:39.898: INFO @log_variables: valid box_recall mean: 0.850559 2020-06-17 19:00:39.898: INFO @log_variables: valid box_precision mean: 0.759329 2020-06-17 19:00:39.898: INFO @log_variables: valid face_box_f1 mean: 0.503070 2020-06-17 19:00:39.898: INFO @log_variables: valid body_box_f1 mean: 0.834310 2020-06-17 19:00:39.898: INFO @log_variables: valid face_box_recall mean: 0.573684 2020-06-17 19:00:39.898: INFO @log_variables: valid body_box_recall mean: 0.874880 2020-06-17 19:00:39.898: INFO @log_variables: valid face_box_precision mean: 0.477654 2020-06-17 19:00:39.898: INFO @log_variables: valid face_fp mean: 1.230807 2020-06-17 19:00:39.898: INFO @log_variables: valid face_fn mean: 0.636565 2020-06-17 19:00:39.898: INFO @log_variables: valid body_fp mean: 1.355561 2020-06-17 19:00:39.898: INFO @log_variables: valid body_fn mean: 0.886565 2020-06-17 19:00:39.899: INFO @log_variables: valid body_box_precision mean: 0.821115 2020-06-17 19:00:39.899: INFO @log_variables: valid loss mean: 1.304303 2020-06-17 19:00:39.899: INFO @log_variables: valid localisation_loss mean: 1.057460 2020-06-17 19:00:39.899: INFO @log_variables: valid classification_loss mean: 0.669827 2020-06-17 19:00:39.899: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 19:00:39.902: INFO @log_profile : T plain_train: 342.237778 2020-06-17 19:00:39.902: INFO @log_profile : T valid: 20.098626 2020-06-17 19:00:39.902: INFO @log_profile : T read data: 10.683951 2020-06-17 19:00:39.902: INFO @log_profile : T hooks: 27.176331 2020-06-17 19:00:39.902: INFO @main_loop : Epoch 401 done 2020-06-17 19:00:39.902: INFO @main_loop : Training epoch 402 2020-06-17 19:07:22.731: INFO @decay_lr : LR updated to `1.333149e-05` 2020-06-17 19:07:22.747: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 19:07:22.747: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 19:07:22.747: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 19:07:22.747: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 19:07:22.747: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 19:07:22.747: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 19:07:22.747: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 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@log_variables: valid face_box_f1 mean: 0.501889 2020-06-17 19:07:22.748: INFO @log_variables: valid body_box_f1 mean: 0.835008 2020-06-17 19:07:22.748: INFO @log_variables: valid face_box_recall mean: 0.570411 2020-06-17 19:07:22.748: INFO @log_variables: valid body_box_recall mean: 0.872799 2020-06-17 19:07:22.748: INFO @log_variables: valid face_box_precision mean: 0.477829 2020-06-17 19:07:22.748: INFO @log_variables: valid face_fp mean: 1.201526 2020-06-17 19:07:22.748: INFO @log_variables: valid face_fn mean: 0.640502 2020-06-17 19:07:22.748: INFO @log_variables: valid body_fp mean: 1.298228 2020-06-17 19:07:22.748: INFO @log_variables: valid body_fn mean: 0.906250 2020-06-17 19:07:22.748: INFO @log_variables: valid body_box_precision mean: 0.824575 2020-06-17 19:07:22.748: INFO @log_variables: valid loss mean: 1.308625 2020-06-17 19:07:22.748: INFO @log_variables: valid localisation_loss mean: 1.057691 2020-06-17 19:07:22.748: INFO @log_variables: valid classification_loss mean: 0.674010 2020-06-17 19:07:22.748: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 19:07:22.751: INFO @log_profile : T plain_train: 342.455756 2020-06-17 19:07:22.751: INFO @log_profile : T valid: 20.376849 2020-06-17 19:07:22.751: INFO @log_profile : T read data: 10.820616 2020-06-17 19:07:22.751: INFO @log_profile : T hooks: 27.150844 2020-06-17 19:07:22.751: INFO @main_loop : Epoch 402 done 2020-06-17 19:07:22.751: INFO @main_loop : Training epoch 403 2020-06-17 19:14:06.874: INFO @decay_lr : LR updated to `1.3264832e-05` 2020-06-17 19:14:06.890: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 19:14:06.890: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 19:14:06.890: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 19:14:06.890: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 19:14:06.890: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 19:14:06.891: INFO 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19:14:06.892: INFO @log_variables: valid localisation_loss mean: 1.057554 2020-06-17 19:14:06.892: INFO @log_variables: valid classification_loss mean: 0.670286 2020-06-17 19:14:06.892: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 19:14:06.895: INFO @log_profile : T plain_train: 343.447136 2020-06-17 19:14:06.895: INFO @log_profile : T valid: 20.553425 2020-06-17 19:14:06.895: INFO @log_profile : T read data: 10.634518 2020-06-17 19:14:06.895: INFO @log_profile : T hooks: 27.478581 2020-06-17 19:14:06.895: INFO @main_loop : Epoch 403 done 2020-06-17 19:14:06.895: INFO @main_loop : Training epoch 404 2020-06-17 19:20:51.780: INFO @decay_lr : LR updated to `1.3198508e-05` 2020-06-17 19:20:51.796: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 19:20:51.796: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 19:20:51.796: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 19:20:51.796: INFO 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2020-06-17 19:27:35.784: INFO @log_variables: plain_train localisation_loss mean: 0.992055 2020-06-17 19:27:35.784: INFO @log_variables: plain_train classification_loss mean: 0.631002 2020-06-17 19:27:35.784: INFO @log_variables: valid box_f1 mean: 0.792304 2020-06-17 19:27:35.785: INFO @log_variables: valid box_recall mean: 0.849981 2020-06-17 19:27:35.785: INFO @log_variables: valid box_precision mean: 0.763240 2020-06-17 19:27:35.785: INFO @log_variables: valid face_box_f1 mean: 0.499542 2020-06-17 19:27:35.785: INFO @log_variables: valid body_box_f1 mean: 0.836130 2020-06-17 19:27:35.785: INFO @log_variables: valid face_box_recall mean: 0.566018 2020-06-17 19:27:35.785: INFO @log_variables: valid body_box_recall mean: 0.877091 2020-06-17 19:27:35.785: INFO @log_variables: valid face_box_precision mean: 0.476331 2020-06-17 19:27:35.785: INFO @log_variables: valid face_fp mean: 1.186762 2020-06-17 19:27:35.785: INFO @log_variables: valid face_fn mean: 0.658219 2020-06-17 19:27:35.785: INFO @log_variables: valid body_fp mean: 1.355069 2020-06-17 19:27:35.785: INFO @log_variables: valid body_fn mean: 0.872047 2020-06-17 19:27:35.785: INFO @log_variables: valid body_box_precision mean: 0.822543 2020-06-17 19:27:35.785: INFO @log_variables: valid loss mean: 1.306307 2020-06-17 19:27:35.785: INFO @log_variables: valid localisation_loss mean: 1.055040 2020-06-17 19:27:35.785: INFO @log_variables: valid classification_loss mean: 0.673283 2020-06-17 19:27:35.785: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 19:27:35.788: INFO @log_profile : T plain_train: 343.301822 2020-06-17 19:27:35.788: INFO @log_profile : T valid: 20.249100 2020-06-17 19:27:35.788: INFO @log_profile : T read data: 10.807487 2020-06-17 19:27:35.788: INFO @log_profile : T hooks: 27.585012 2020-06-17 19:27:35.789: INFO @main_loop : Epoch 405 done 2020-06-17 19:27:35.789: INFO @main_loop : Training epoch 406 2020-06-17 19:34:20.779: INFO @decay_lr : LR updated to `1.3066852e-05` 2020-06-17 19:34:20.796: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 19:34:20.796: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 19:34:20.796: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 19:34:20.796: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 19:34:20.796: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 19:34:20.796: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 19:34:20.796: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 19:34:20.796: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-17 19:34:20.796: INFO @log_variables: plain_train face_fp mean: nan 2020-06-17 19:34:20.796: INFO @log_variables: plain_train face_fn mean: nan 2020-06-17 19:34:20.796: INFO @log_variables: plain_train body_fp mean: nan 2020-06-17 19:34:20.796: INFO @log_variables: plain_train body_fn mean: nan 2020-06-17 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19:34:20.797: INFO @log_variables: valid face_fp mean: 1.145423 2020-06-17 19:34:20.797: INFO @log_variables: valid face_fn mean: 0.663878 2020-06-17 19:34:20.797: INFO @log_variables: valid body_fp mean: 1.294537 2020-06-17 19:34:20.797: INFO @log_variables: valid body_fn mean: 0.904281 2020-06-17 19:34:20.797: INFO @log_variables: valid body_box_precision mean: 0.826201 2020-06-17 19:34:20.797: INFO @log_variables: valid loss mean: 1.310412 2020-06-17 19:34:20.797: INFO @log_variables: valid localisation_loss mean: 1.054487 2020-06-17 19:34:20.797: INFO @log_variables: valid classification_loss mean: 0.677720 2020-06-17 19:34:20.797: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 19:34:20.800: INFO @log_profile : T plain_train: 343.987743 2020-06-17 19:34:20.800: INFO @log_profile : T valid: 20.470492 2020-06-17 19:34:20.800: INFO @log_profile : T read data: 10.818248 2020-06-17 19:34:20.801: INFO @log_profile : T hooks: 27.691248 2020-06-17 19:34:20.801: INFO @main_loop : Epoch 406 done 2020-06-17 19:34:20.801: INFO @main_loop : Training epoch 407 2020-06-17 19:41:05.768: INFO @decay_lr : LR updated to `1.3001518e-05` 2020-06-17 19:41:05.783: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 19:41:05.784: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 19:41:05.784: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 19:41:05.784: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 19:41:05.784: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 19:41:05.784: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 19:41:05.784: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 19:41:05.784: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-17 19:41:05.784: INFO @log_variables: plain_train face_fp mean: nan 2020-06-17 19:41:05.784: INFO @log_variables: plain_train face_fn mean: nan 2020-06-17 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@log_variables: valid body_box_recall mean: 0.876587 2020-06-17 19:41:05.785: INFO @log_variables: valid face_box_precision mean: 0.471522 2020-06-17 19:41:05.785: INFO @log_variables: valid face_fp mean: 1.244094 2020-06-17 19:41:05.785: INFO @log_variables: valid face_fn mean: 0.643701 2020-06-17 19:41:05.785: INFO @log_variables: valid body_fp mean: 1.384596 2020-06-17 19:41:05.785: INFO @log_variables: valid body_fn mean: 0.862943 2020-06-17 19:41:05.785: INFO @log_variables: valid body_box_precision mean: 0.817495 2020-06-17 19:41:05.785: INFO @log_variables: valid loss mean: 1.302109 2020-06-17 19:41:05.785: INFO @log_variables: valid localisation_loss mean: 1.055440 2020-06-17 19:41:05.785: INFO @log_variables: valid classification_loss mean: 0.668845 2020-06-17 19:41:05.785: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 19:41:05.788: INFO @log_profile : T plain_train: 344.039278 2020-06-17 19:41:05.788: INFO @log_profile : T valid: 20.404400 2020-06-17 19:41:05.788: INFO @log_profile : T read data: 10.781045 2020-06-17 19:41:05.788: INFO @log_profile : T hooks: 27.714965 2020-06-17 19:41:05.788: INFO @main_loop : Epoch 407 done 2020-06-17 19:41:05.788: INFO @main_loop : Training epoch 408 2020-06-17 19:47:51.005: INFO @decay_lr : LR updated to `1.293651e-05` 2020-06-17 19:47:51.021: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 19:47:51.021: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 19:47:51.021: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 19:47:51.021: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 19:47:51.022: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 19:47:51.022: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 19:47:51.022: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 19:47:51.022: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-17 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./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 19:47:51.026: INFO @log_profile : T plain_train: 344.001300 2020-06-17 19:47:51.026: INFO @log_profile : T valid: 20.479842 2020-06-17 19:47:51.026: INFO @log_profile : T read data: 10.881502 2020-06-17 19:47:51.026: INFO @log_profile : T hooks: 27.831710 2020-06-17 19:47:51.026: INFO @main_loop : Epoch 408 done 2020-06-17 19:47:51.026: INFO @main_loop : Training epoch 409 2020-06-17 19:54:36.047: INFO @decay_lr : LR updated to `1.28718275e-05` 2020-06-17 19:54:36.063: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 19:54:36.063: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 19:54:36.063: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 19:54:36.063: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 19:54:36.063: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 19:54:36.063: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 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@log_variables: valid box_precision mean: 0.750820 2020-06-17 19:54:36.064: INFO @log_variables: valid face_box_f1 mean: 0.491645 2020-06-17 19:54:36.064: INFO @log_variables: valid body_box_f1 mean: 0.830955 2020-06-17 19:54:36.064: INFO @log_variables: valid face_box_recall mean: 0.565696 2020-06-17 19:54:36.064: INFO @log_variables: valid body_box_recall mean: 0.875428 2020-06-17 19:54:36.064: INFO @log_variables: valid face_box_precision mean: 0.463575 2020-06-17 19:54:36.064: INFO @log_variables: valid face_fp mean: 1.304626 2020-06-17 19:54:36.064: INFO @log_variables: valid face_fn mean: 0.652313 2020-06-17 19:54:36.064: INFO @log_variables: valid body_fp mean: 1.403051 2020-06-17 19:54:36.064: INFO @log_variables: valid body_fn mean: 0.873524 2020-06-17 19:54:36.064: INFO @log_variables: valid body_box_precision mean: 0.815050 2020-06-17 19:54:36.064: INFO @log_variables: valid loss mean: 1.299577 2020-06-17 19:54:36.064: INFO @log_variables: valid localisation_loss mean: 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@log_variables: valid box_f1 mean: 0.791756 2020-06-17 20:01:21.604: INFO @log_variables: valid box_recall mean: 0.848194 2020-06-17 20:01:21.604: INFO @log_variables: valid box_precision mean: 0.763897 2020-06-17 20:01:21.604: INFO @log_variables: valid face_box_f1 mean: 0.502956 2020-06-17 20:01:21.604: INFO @log_variables: valid body_box_f1 mean: 0.834903 2020-06-17 20:01:21.604: INFO @log_variables: valid face_box_recall mean: 0.569697 2020-06-17 20:01:21.604: INFO @log_variables: valid body_box_recall mean: 0.874525 2020-06-17 20:01:21.604: INFO @log_variables: valid face_box_precision mean: 0.479248 2020-06-17 20:01:21.604: INFO @log_variables: valid face_fp mean: 1.177904 2020-06-17 20:01:21.604: INFO @log_variables: valid face_fn mean: 0.641978 2020-06-17 20:01:21.605: INFO @log_variables: valid body_fp mean: 1.320620 2020-06-17 20:01:21.605: INFO @log_variables: valid body_fn mean: 0.879183 2020-06-17 20:01:21.605: INFO @log_variables: valid body_box_precision mean: 0.822856 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localisation_loss mean: 0.990329 2020-06-17 20:08:07.919: INFO @log_variables: plain_train classification_loss mean: 0.633264 2020-06-17 20:08:07.920: INFO @log_variables: valid box_f1 mean: 0.791128 2020-06-17 20:08:07.920: INFO @log_variables: valid box_recall mean: 0.850283 2020-06-17 20:08:07.920: INFO @log_variables: valid box_precision mean: 0.760939 2020-06-17 20:08:07.920: INFO @log_variables: valid face_box_f1 mean: 0.499189 2020-06-17 20:08:07.920: INFO @log_variables: valid body_box_f1 mean: 0.835226 2020-06-17 20:08:07.920: INFO @log_variables: valid face_box_recall mean: 0.566180 2020-06-17 20:08:07.920: INFO @log_variables: valid body_box_recall mean: 0.876929 2020-06-17 20:08:07.920: INFO @log_variables: valid face_box_precision mean: 0.475715 2020-06-17 20:08:07.920: INFO @log_variables: valid face_fp mean: 1.184301 2020-06-17 20:08:07.920: INFO @log_variables: valid face_fn mean: 0.656004 2020-06-17 20:08:07.920: INFO @log_variables: valid body_fp mean: 1.376969 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20:14:53.309: INFO @main_loop : Training epoch 413 2020-06-17 20:21:38.854: INFO @decay_lr : LR updated to `1.2616315e-05` 2020-06-17 20:21:38.869: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 20:21:38.869: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 20:21:38.869: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 20:21:38.870: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 20:21:38.870: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 20:21:38.870: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 20:21:38.870: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 20:21:38.870: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-17 20:21:38.870: INFO @log_variables: plain_train face_fp mean: nan 2020-06-17 20:21:38.870: INFO @log_variables: plain_train face_fn mean: nan 2020-06-17 20:21:38.870: INFO @log_variables: plain_train body_fp mean: 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20:21:38.871: INFO @log_variables: valid face_box_precision mean: 0.483932 2020-06-17 20:21:38.871: INFO @log_variables: valid face_fp mean: 1.145177 2020-06-17 20:21:38.871: INFO @log_variables: valid face_fn mean: 0.650344 2020-06-17 20:21:38.871: INFO @log_variables: valid body_fp mean: 1.277313 2020-06-17 20:21:38.871: INFO @log_variables: valid body_fn mean: 0.913386 2020-06-17 20:21:38.871: INFO @log_variables: valid body_box_precision mean: 0.828357 2020-06-17 20:21:38.871: INFO @log_variables: valid loss mean: 1.313131 2020-06-17 20:21:38.871: INFO @log_variables: valid localisation_loss mean: 1.058305 2020-06-17 20:21:38.871: INFO @log_variables: valid classification_loss mean: 0.678148 2020-06-17 20:21:38.871: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 20:21:38.874: INFO @log_profile : T plain_train: 344.612956 2020-06-17 20:21:38.874: INFO @log_profile : T valid: 20.435166 2020-06-17 20:21:38.874: INFO @log_profile : T read data: 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@log_variables: valid face_box_recall mean: 0.563531 2020-06-17 20:28:23.917: INFO @log_variables: valid body_box_recall mean: 0.873075 2020-06-17 20:28:23.917: INFO @log_variables: valid face_box_precision mean: 0.484016 2020-06-17 20:28:23.918: INFO @log_variables: valid face_fp mean: 1.124754 2020-06-17 20:28:23.918: INFO @log_variables: valid face_fn mean: 0.658711 2020-06-17 20:28:23.918: INFO @log_variables: valid body_fp mean: 1.331447 2020-06-17 20:28:23.918: INFO @log_variables: valid body_fn mean: 0.893701 2020-06-17 20:28:23.918: INFO @log_variables: valid body_box_precision mean: 0.823064 2020-06-17 20:28:23.918: INFO @log_variables: valid loss mean: 1.314941 2020-06-17 20:28:23.918: INFO @log_variables: valid localisation_loss mean: 1.057070 2020-06-17 20:28:23.918: INFO @log_variables: valid classification_loss mean: 0.680699 2020-06-17 20:28:23.918: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 20:28:23.921: INFO @log_profile : T plain_train: 343.650003 2020-06-17 20:28:23.921: INFO @log_profile : T valid: 20.560926 2020-06-17 20:28:23.921: INFO @log_profile : T read data: 10.886041 2020-06-17 20:28:23.921: INFO @log_profile : T hooks: 27.905169 2020-06-17 20:28:23.921: INFO @main_loop : Epoch 414 done 2020-06-17 20:28:23.921: INFO @main_loop : Training epoch 415 2020-06-17 20:35:09.967: INFO @decay_lr : LR updated to `1.2490467e-05` 2020-06-17 20:35:09.983: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 20:35:09.983: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 20:35:09.983: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 20:35:09.983: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 20:35:09.983: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 20:35:09.983: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 20:35:09.983: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 20:35:09.983: 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20:35:09.985: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 20:35:09.987: INFO @log_profile : T plain_train: 344.583305 2020-06-17 20:35:09.988: INFO @log_profile : T valid: 20.600077 2020-06-17 20:35:09.988: INFO @log_profile : T read data: 10.890796 2020-06-17 20:35:09.988: INFO @log_profile : T hooks: 27.957450 2020-06-17 20:35:09.988: INFO @main_loop : Epoch 415 done 2020-06-17 20:35:09.988: INFO @main_loop : Training epoch 416 2020-06-17 20:41:54.857: INFO @decay_lr : LR updated to `1.2428015e-05` 2020-06-17 20:41:54.874: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 20:41:54.874: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 20:41:54.874: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 20:41:54.874: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 20:41:54.874: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 20:41:54.875: INFO @log_variables: 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@log_variables: valid localisation_loss mean: 1.054990 2020-06-17 20:41:54.876: INFO @log_variables: valid classification_loss mean: 0.675178 2020-06-17 20:41:54.876: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 20:41:54.879: INFO @log_profile : T plain_train: 344.457740 2020-06-17 20:41:54.879: INFO @log_profile : T valid: 20.190186 2020-06-17 20:41:54.880: INFO @log_profile : T read data: 10.809566 2020-06-17 20:41:54.880: INFO @log_profile : T hooks: 27.379387 2020-06-17 20:41:54.880: INFO @main_loop : Epoch 416 done 2020-06-17 20:41:54.880: INFO @main_loop : Training epoch 417 2020-06-17 20:48:41.899: INFO @decay_lr : LR updated to `1.2365875e-05` 2020-06-17 20:48:41.914: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 20:48:41.915: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 20:48:41.915: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 20:48:41.915: INFO @log_variables: plain_train 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valid body_box_precision mean: 0.819024 2020-06-17 20:48:41.916: INFO @log_variables: valid loss mean: 1.299323 2020-06-17 20:48:41.916: INFO @log_variables: valid localisation_loss mean: 1.056172 2020-06-17 20:48:41.916: INFO @log_variables: valid classification_loss mean: 0.665620 2020-06-17 20:48:41.916: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 20:48:41.919: INFO @log_profile : T plain_train: 344.974803 2020-06-17 20:48:41.919: INFO @log_profile : T valid: 20.703898 2020-06-17 20:48:41.919: INFO @log_profile : T read data: 10.836296 2020-06-17 20:48:41.919: INFO @log_profile : T hooks: 28.475224 2020-06-17 20:48:41.920: INFO @main_loop : Epoch 417 done 2020-06-17 20:48:41.920: INFO @main_loop : Training epoch 418 2020-06-17 20:55:27.185: INFO @decay_lr : LR updated to `1.2304045e-05` 2020-06-17 20:55:27.201: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 20:55:27.202: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 20:55:27.202: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 20:55:27.202: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 20:55:27.202: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 20:55:27.202: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 20:55:27.202: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 20:55:27.202: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-17 20:55:27.202: INFO @log_variables: plain_train face_fp mean: nan 2020-06-17 20:55:27.202: INFO @log_variables: plain_train face_fn mean: nan 2020-06-17 20:55:27.202: INFO @log_variables: plain_train body_fp mean: nan 2020-06-17 20:55:27.202: INFO @log_variables: plain_train body_fn mean: nan 2020-06-17 20:55:27.202: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-17 20:55:27.202: INFO @log_variables: plain_train loss mean: 1.226702 2020-06-17 20:55:27.202: INFO @log_variables: plain_train localisation_loss mean: 0.989032 2020-06-17 20:55:27.202: INFO @log_variables: plain_train classification_loss mean: 0.633283 2020-06-17 20:55:27.202: INFO @log_variables: valid box_f1 mean: 0.791319 2020-06-17 20:55:27.203: INFO @log_variables: valid box_recall mean: 0.848899 2020-06-17 20:55:27.203: INFO @log_variables: valid box_precision mean: 0.762553 2020-06-17 20:55:27.203: INFO @log_variables: valid face_box_f1 mean: 0.496938 2020-06-17 20:55:27.203: INFO @log_variables: valid body_box_f1 mean: 0.837104 2020-06-17 20:55:27.203: INFO @log_variables: valid face_box_recall mean: 0.566577 2020-06-17 20:55:27.203: INFO @log_variables: valid body_box_recall mean: 0.876329 2020-06-17 20:55:27.203: INFO @log_variables: valid face_box_precision mean: 0.472348 2020-06-17 20:55:27.203: INFO @log_variables: valid face_fp mean: 1.213829 2020-06-17 20:55:27.203: INFO @log_variables: valid face_fn mean: 0.653051 2020-06-17 20:55:27.203: INFO @log_variables: valid body_fp mean: 1.321604 2020-06-17 20:55:27.203: INFO @log_variables: valid body_fn mean: 0.873770 2020-06-17 20:55:27.203: INFO @log_variables: valid body_box_precision mean: 0.825350 2020-06-17 20:55:27.203: INFO @log_variables: valid loss mean: 1.313045 2020-06-17 20:55:27.203: INFO @log_variables: valid localisation_loss mean: 1.053832 2020-06-17 20:55:27.203: INFO @log_variables: valid classification_loss mean: 0.680746 2020-06-17 20:55:27.203: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 20:55:27.206: INFO @log_profile : T plain_train: 344.334284 2020-06-17 20:55:27.206: INFO @log_profile : T valid: 20.413343 2020-06-17 20:55:27.206: INFO @log_profile : T read data: 10.771037 2020-06-17 20:55:27.206: INFO @log_profile : T hooks: 27.723037 2020-06-17 20:55:27.206: INFO @main_loop : Epoch 418 done 2020-06-17 20:55:27.206: INFO @main_loop : Training epoch 419 2020-06-17 21:02:12.486: INFO @decay_lr : LR updated to `1.2242525e-05` 2020-06-17 21:02:12.513: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 21:02:12.513: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 21:02:12.513: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 21:02:12.513: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 21:02:12.513: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 21:02:12.513: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 21:02:12.513: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 21:02:12.513: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-17 21:02:12.513: INFO @log_variables: plain_train face_fp mean: nan 2020-06-17 21:02:12.513: INFO @log_variables: plain_train face_fn mean: nan 2020-06-17 21:02:12.514: INFO @log_variables: plain_train body_fp mean: nan 2020-06-17 21:02:12.514: INFO @log_variables: plain_train body_fn mean: nan 2020-06-17 21:02:12.514: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-17 21:02:12.514: INFO @log_variables: plain_train loss mean: 1.226405 2020-06-17 21:02:12.514: INFO @log_variables: plain_train localisation_loss mean: 0.995065 2020-06-17 21:02:12.514: INFO @log_variables: plain_train classification_loss mean: 0.629366 2020-06-17 21:02:12.514: INFO @log_variables: valid box_f1 mean: 0.792798 2020-06-17 21:02:12.514: INFO @log_variables: valid box_recall mean: 0.844489 2020-06-17 21:02:12.514: INFO @log_variables: valid box_precision mean: 0.769162 2020-06-17 21:02:12.514: INFO @log_variables: valid face_box_f1 mean: 0.503625 2020-06-17 21:02:12.514: INFO @log_variables: valid body_box_f1 mean: 0.835131 2020-06-17 21:02:12.514: INFO @log_variables: valid face_box_recall mean: 0.564710 2020-06-17 21:02:12.514: INFO @log_variables: valid body_box_recall mean: 0.872042 2020-06-17 21:02:12.514: INFO @log_variables: valid face_box_precision mean: 0.484427 2020-06-17 21:02:12.514: INFO @log_variables: valid face_fp mean: 1.124508 2020-06-17 21:02:12.514: INFO @log_variables: valid face_fn mean: 0.662156 2020-06-17 21:02:12.514: INFO @log_variables: valid body_fp mean: 1.296014 2020-06-17 21:02:12.514: INFO @log_variables: valid body_fn mean: 0.909449 2020-06-17 21:02:12.514: INFO @log_variables: valid body_box_precision mean: 0.825701 2020-06-17 21:02:12.514: INFO @log_variables: valid loss mean: 1.315282 2020-06-17 21:02:12.514: INFO @log_variables: valid localisation_loss mean: 1.063938 2020-06-17 21:02:12.515: INFO @log_variables: valid classification_loss mean: 0.676919 2020-06-17 21:02:12.515: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 21:02:12.518: INFO @log_profile : T plain_train: 344.638097 2020-06-17 21:02:12.518: INFO @log_profile : T valid: 20.509614 2020-06-17 21:02:12.518: INFO @log_profile : T read data: 10.655998 2020-06-17 21:02:12.518: INFO @log_profile : T hooks: 27.454880 2020-06-17 21:02:12.518: INFO @main_loop : Epoch 419 done 2020-06-17 21:02:12.518: INFO @main_loop : Training epoch 420 2020-06-17 21:08:56.896: INFO @decay_lr : LR updated to `1.2181313e-05` 2020-06-17 21:08:56.911: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 21:08:56.912: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 21:08:56.912: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 21:08:56.912: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 21:08:56.912: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 21:08:56.912: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 21:08:56.912: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 21:08:56.912: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-17 21:08:56.912: INFO @log_variables: plain_train face_fp mean: nan 2020-06-17 21:08:56.912: INFO @log_variables: plain_train face_fn mean: nan 2020-06-17 21:08:56.912: INFO @log_variables: plain_train 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2020-06-17 21:08:56.913: INFO @log_variables: valid face_box_precision mean: 0.482022 2020-06-17 21:08:56.913: INFO @log_variables: valid face_fp mean: 1.135089 2020-06-17 21:08:56.913: INFO @log_variables: valid face_fn mean: 0.646654 2020-06-17 21:08:56.913: INFO @log_variables: valid body_fp mean: 1.316191 2020-06-17 21:08:56.913: INFO @log_variables: valid body_fn mean: 0.897146 2020-06-17 21:08:56.913: INFO @log_variables: valid body_box_precision mean: 0.825963 2020-06-17 21:08:56.913: INFO @log_variables: valid loss mean: 1.323875 2020-06-17 21:08:56.913: INFO @log_variables: valid localisation_loss mean: 1.059299 2020-06-17 21:08:56.913: INFO @log_variables: valid classification_loss mean: 0.688295 2020-06-17 21:08:56.913: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 21:08:56.916: INFO @log_profile : T plain_train: 344.072699 2020-06-17 21:08:56.916: INFO @log_profile : T valid: 20.302610 2020-06-17 21:08:56.916: INFO @log_profile : T read data: 10.772372 2020-06-17 21:08:56.916: INFO @log_profile : T hooks: 27.202987 2020-06-17 21:08:56.916: INFO @main_loop : Epoch 420 done 2020-06-17 21:08:56.916: INFO @main_loop : Training epoch 421 2020-06-17 21:15:42.637: INFO @decay_lr : LR updated to `1.2120407e-05` 2020-06-17 21:15:42.653: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 21:15:42.653: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 21:15:42.653: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 21:15:42.653: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 21:15:42.653: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 21:15:42.653: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 21:15:42.653: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 21:15:42.653: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-17 21:15:42.654: INFO @log_variables: plain_train face_fp mean: 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INFO @log_variables: valid face_box_recall mean: 0.567768 2020-06-17 21:15:42.654: INFO @log_variables: valid body_box_recall mean: 0.879276 2020-06-17 21:15:42.654: INFO @log_variables: valid face_box_precision mean: 0.474746 2020-06-17 21:15:42.654: INFO @log_variables: valid face_fp mean: 1.200049 2020-06-17 21:15:42.654: INFO @log_variables: valid face_fn mean: 0.649360 2020-06-17 21:15:42.654: INFO @log_variables: valid body_fp mean: 1.420768 2020-06-17 21:15:42.654: INFO @log_variables: valid body_fn mean: 0.847687 2020-06-17 21:15:42.654: INFO @log_variables: valid body_box_precision mean: 0.814926 2020-06-17 21:15:42.654: INFO @log_variables: valid loss mean: 1.302168 2020-06-17 21:15:42.655: INFO @log_variables: valid localisation_loss mean: 1.054659 2020-06-17 21:15:42.655: INFO @log_variables: valid classification_loss mean: 0.669372 2020-06-17 21:15:42.655: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 21:15:42.657: INFO @log_profile : T plain_train: 344.388643 2020-06-17 21:15:42.658: INFO @log_profile : T valid: 20.593212 2020-06-17 21:15:42.658: INFO @log_profile : T read data: 10.771715 2020-06-17 21:15:42.658: INFO @log_profile : T hooks: 27.941964 2020-06-17 21:15:42.658: INFO @main_loop : Epoch 421 done 2020-06-17 21:15:42.658: INFO @main_loop : Training epoch 422 2020-06-17 21:22:27.225: INFO @decay_lr : LR updated to `1.2059804e-05` 2020-06-17 21:22:27.241: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 21:22:27.241: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 21:22:27.241: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 21:22:27.241: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 21:22:27.241: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 21:22:27.241: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 21:22:27.241: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 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@log_variables: valid face_box_f1 mean: 0.503653 2020-06-17 21:22:27.242: INFO @log_variables: valid body_box_f1 mean: 0.836832 2020-06-17 21:22:27.242: INFO @log_variables: valid face_box_recall mean: 0.565317 2020-06-17 21:22:27.242: INFO @log_variables: valid body_box_recall mean: 0.872248 2020-06-17 21:22:27.242: INFO @log_variables: valid face_box_precision mean: 0.483295 2020-06-17 21:22:27.242: INFO @log_variables: valid face_fp mean: 1.122539 2020-06-17 21:22:27.242: INFO @log_variables: valid face_fn mean: 0.656988 2020-06-17 21:22:27.242: INFO @log_variables: valid body_fp mean: 1.279035 2020-06-17 21:22:27.242: INFO @log_variables: valid body_fn mean: 0.901083 2020-06-17 21:22:27.242: INFO @log_variables: valid body_box_precision mean: 0.828540 2020-06-17 21:22:27.242: INFO @log_variables: valid loss mean: 1.313805 2020-06-17 21:22:27.242: INFO @log_variables: valid localisation_loss mean: 1.060636 2020-06-17 21:22:27.243: INFO @log_variables: valid classification_loss mean: 0.677423 2020-06-17 21:22:27.243: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 21:22:27.245: INFO @log_profile : T plain_train: 343.896777 2020-06-17 21:22:27.246: INFO @log_profile : T valid: 20.378145 2020-06-17 21:22:27.246: INFO @log_profile : T read data: 10.586921 2020-06-17 21:22:27.246: INFO @log_profile : T hooks: 27.691710 2020-06-17 21:22:27.246: INFO @main_loop : Epoch 422 done 2020-06-17 21:22:27.246: INFO @main_loop : Training epoch 423 2020-06-17 21:29:12.432: INFO @decay_lr : LR updated to `1.1999506e-05` 2020-06-17 21:29:12.448: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 21:29:12.448: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 21:29:12.448: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 21:29:12.448: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 21:29:12.448: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 21:29:12.448: INFO 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21:29:12.449: INFO @log_variables: valid localisation_loss mean: 1.058589 2020-06-17 21:29:12.449: INFO @log_variables: valid classification_loss mean: 0.674632 2020-06-17 21:29:12.449: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 21:29:12.452: INFO @log_profile : T plain_train: 344.626459 2020-06-17 21:29:12.453: INFO @log_profile : T valid: 20.172713 2020-06-17 21:29:12.453: INFO @log_profile : T read data: 10.736818 2020-06-17 21:29:12.453: INFO @log_profile : T hooks: 27.629467 2020-06-17 21:29:12.453: INFO @main_loop : Epoch 423 done 2020-06-17 21:29:12.453: INFO @main_loop : Training epoch 424 2020-06-17 21:35:56.511: INFO @decay_lr : LR updated to `1.1939508e-05` 2020-06-17 21:35:56.527: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 21:35:56.527: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 21:35:56.527: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 21:35:56.527: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 21:35:56.527: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 21:35:56.527: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 21:35:56.527: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 21:35:56.527: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-17 21:35:56.527: INFO @log_variables: plain_train face_fp mean: nan 2020-06-17 21:35:56.527: INFO @log_variables: plain_train face_fn mean: nan 2020-06-17 21:35:56.527: INFO @log_variables: plain_train body_fp mean: nan 2020-06-17 21:35:56.527: INFO @log_variables: plain_train body_fn mean: nan 2020-06-17 21:35:56.527: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-17 21:35:56.527: INFO @log_variables: plain_train loss mean: 1.229638 2020-06-17 21:35:56.527: INFO @log_variables: plain_train localisation_loss mean: 0.993399 2020-06-17 21:35:56.528: INFO @log_variables: plain_train classification_loss mean: 0.633598 2020-06-17 21:35:56.528: INFO @log_variables: valid box_f1 mean: 0.793846 2020-06-17 21:35:56.528: INFO @log_variables: valid box_recall mean: 0.843330 2020-06-17 21:35:56.528: INFO @log_variables: valid box_precision mean: 0.771720 2020-06-17 21:35:56.528: INFO @log_variables: valid face_box_f1 mean: 0.501186 2020-06-17 21:35:56.528: INFO @log_variables: valid body_box_f1 mean: 0.838295 2020-06-17 21:35:56.528: INFO @log_variables: valid face_box_recall mean: 0.564330 2020-06-17 21:35:56.528: INFO @log_variables: valid body_box_recall mean: 0.869808 2020-06-17 21:35:56.528: INFO @log_variables: valid face_box_precision mean: 0.480056 2020-06-17 21:35:56.528: INFO @log_variables: valid face_fp mean: 1.152067 2020-06-17 21:35:56.528: INFO @log_variables: valid face_fn mean: 0.661417 2020-06-17 21:35:56.528: INFO @log_variables: valid body_fp mean: 1.229331 2020-06-17 21:35:56.528: INFO @log_variables: valid body_fn mean: 0.925689 2020-06-17 21:35:56.528: INFO @log_variables: valid body_box_precision mean: 0.832790 2020-06-17 21:35:56.528: INFO @log_variables: valid loss mean: 1.327080 2020-06-17 21:35:56.528: INFO @log_variables: valid localisation_loss mean: 1.065552 2020-06-17 21:35:56.528: INFO @log_variables: valid classification_loss mean: 0.687749 2020-06-17 21:35:56.528: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 21:35:56.531: INFO @log_profile : T plain_train: 343.710795 2020-06-17 21:35:56.531: INFO @log_profile : T valid: 20.224623 2020-06-17 21:35:56.531: INFO @log_profile : T read data: 10.632932 2020-06-17 21:35:56.531: INFO @log_profile : T hooks: 27.468041 2020-06-17 21:35:56.531: INFO @main_loop : Epoch 424 done 2020-06-17 21:35:56.532: INFO @main_loop : Training epoch 425 2020-06-17 21:42:42.254: INFO @decay_lr : LR updated to `1.1879811e-05` 2020-06-17 21:42:42.271: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 21:42:42.271: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 21:42:42.271: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 21:42:42.271: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 21:42:42.271: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 21:42:42.271: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 21:42:42.271: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 21:42:42.272: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-17 21:42:42.272: INFO @log_variables: plain_train face_fp mean: nan 2020-06-17 21:42:42.272: INFO @log_variables: plain_train face_fn mean: nan 2020-06-17 21:42:42.272: INFO @log_variables: plain_train body_fp mean: nan 2020-06-17 21:42:42.272: INFO @log_variables: plain_train body_fn mean: nan 2020-06-17 21:42:42.272: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-17 21:42:42.272: INFO @log_variables: plain_train loss mean: 1.223895 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LR updated to `1.1820412e-05` 2020-06-17 21:49:27.969: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 21:49:27.969: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 21:49:27.969: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 21:49:27.969: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 21:49:27.969: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 21:49:27.969: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 21:49:27.969: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 21:49:27.969: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-17 21:49:27.969: INFO @log_variables: plain_train face_fp mean: nan 2020-06-17 21:49:27.970: INFO @log_variables: plain_train face_fn mean: nan 2020-06-17 21:49:27.970: INFO @log_variables: plain_train body_fp mean: nan 2020-06-17 21:49:27.970: INFO @log_variables: plain_train body_fn mean: nan 2020-06-17 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21:49:27.974: INFO @main_loop : Epoch 426 done 2020-06-17 21:49:27.974: INFO @main_loop : Training epoch 427 2020-06-17 21:56:13.879: INFO @decay_lr : LR updated to `1.176131e-05` 2020-06-17 21:56:13.895: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 21:56:13.895: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 21:56:13.895: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 21:56:13.895: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 21:56:13.896: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 21:56:13.896: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 21:56:13.896: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 21:56:13.896: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-17 21:56:13.896: INFO @log_variables: plain_train face_fp mean: nan 2020-06-17 21:56:13.896: INFO @log_variables: plain_train face_fn mean: nan 2020-06-17 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@log_variables: valid body_box_recall mean: 0.877100 2020-06-17 21:56:13.897: INFO @log_variables: valid face_box_precision mean: 0.469266 2020-06-17 21:56:13.897: INFO @log_variables: valid face_fp mean: 1.291093 2020-06-17 21:56:13.897: INFO @log_variables: valid face_fn mean: 0.633366 2020-06-17 21:56:13.897: INFO @log_variables: valid body_fp mean: 1.362943 2020-06-17 21:56:13.897: INFO @log_variables: valid body_fn mean: 0.877461 2020-06-17 21:56:13.897: INFO @log_variables: valid body_box_precision mean: 0.821699 2020-06-17 21:56:13.897: INFO @log_variables: valid loss mean: 1.305203 2020-06-17 21:56:13.897: INFO @log_variables: valid localisation_loss mean: 1.060210 2020-06-17 21:56:13.897: INFO @log_variables: valid classification_loss mean: 0.669077 2020-06-17 21:56:13.897: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 21:56:13.900: INFO @log_profile : T plain_train: 344.513053 2020-06-17 21:56:13.900: INFO @log_profile : T valid: 20.475521 2020-06-17 21:56:13.900: INFO @log_profile : T read data: 10.987601 2020-06-17 21:56:13.900: INFO @log_profile : T hooks: 27.906779 2020-06-17 21:56:13.900: INFO @main_loop : Epoch 427 done 2020-06-17 21:56:13.900: INFO @main_loop : Training epoch 428 2020-06-17 22:02:58.825: INFO @decay_lr : LR updated to `1.1702504e-05` 2020-06-17 22:02:58.847: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 22:02:58.848: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 22:02:58.848: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 22:02:58.848: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 22:02:58.848: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 22:02:58.848: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 22:02:58.848: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 22:02:58.848: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-17 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./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 22:02:58.852: INFO @log_profile : T plain_train: 344.227652 2020-06-17 22:02:58.852: INFO @log_profile : T valid: 20.457034 2020-06-17 22:02:58.852: INFO @log_profile : T read data: 10.743733 2020-06-17 22:02:58.853: INFO @log_profile : T hooks: 27.490966 2020-06-17 22:02:58.853: INFO @main_loop : Epoch 428 done 2020-06-17 22:02:58.853: INFO @main_loop : Training epoch 429 2020-06-17 22:09:44.241: INFO @decay_lr : LR updated to `1.16439915e-05` 2020-06-17 22:09:44.257: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 22:09:44.257: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 22:09:44.257: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 22:09:44.257: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 22:09:44.257: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 22:09:44.257: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 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@log_variables: valid box_precision mean: 0.765693 2020-06-17 22:09:44.258: INFO @log_variables: valid face_box_f1 mean: 0.503121 2020-06-17 22:09:44.258: INFO @log_variables: valid body_box_f1 mean: 0.836430 2020-06-17 22:09:44.258: INFO @log_variables: valid face_box_recall mean: 0.575846 2020-06-17 22:09:44.258: INFO @log_variables: valid body_box_recall mean: 0.869926 2020-06-17 22:09:44.258: INFO @log_variables: valid face_box_precision mean: 0.476182 2020-06-17 22:09:44.258: INFO @log_variables: valid face_fp mean: 1.237205 2020-06-17 22:09:44.258: INFO @log_variables: valid face_fn mean: 0.631152 2020-06-17 22:09:44.258: INFO @log_variables: valid body_fp mean: 1.258612 2020-06-17 22:09:44.258: INFO @log_variables: valid body_fn mean: 0.920768 2020-06-17 22:09:44.259: INFO @log_variables: valid body_box_precision mean: 0.830151 2020-06-17 22:09:44.259: INFO @log_variables: valid loss mean: 1.313017 2020-06-17 22:09:44.259: INFO @log_variables: valid localisation_loss mean: 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INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 22:16:29.811: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 22:16:29.811: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 22:16:29.811: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-17 22:16:29.811: INFO @log_variables: plain_train face_fp mean: nan 2020-06-17 22:16:29.811: INFO @log_variables: plain_train face_fn mean: nan 2020-06-17 22:16:29.811: INFO @log_variables: plain_train body_fp mean: nan 2020-06-17 22:16:29.811: INFO @log_variables: plain_train body_fn mean: nan 2020-06-17 22:16:29.811: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-17 22:16:29.811: INFO @log_variables: plain_train loss mean: 1.227201 2020-06-17 22:16:29.811: INFO @log_variables: plain_train localisation_loss mean: 0.992318 2020-06-17 22:16:29.811: INFO @log_variables: plain_train classification_loss mean: 0.631810 2020-06-17 22:16:29.811: INFO @log_variables: valid box_f1 mean: 0.792983 2020-06-17 22:16:29.811: INFO @log_variables: valid box_recall mean: 0.847630 2020-06-17 22:16:29.811: INFO @log_variables: valid box_precision mean: 0.767104 2020-06-17 22:16:29.811: INFO @log_variables: valid face_box_f1 mean: 0.503738 2020-06-17 22:16:29.811: INFO @log_variables: valid body_box_f1 mean: 0.834881 2020-06-17 22:16:29.812: INFO @log_variables: valid face_box_recall mean: 0.569271 2020-06-17 22:16:29.812: INFO @log_variables: valid body_box_recall mean: 0.873325 2020-06-17 22:16:29.812: INFO @log_variables: valid face_box_precision mean: 0.481516 2020-06-17 22:16:29.812: INFO @log_variables: valid face_fp mean: 1.151575 2020-06-17 22:16:29.812: INFO @log_variables: valid face_fn mean: 0.651821 2020-06-17 22:16:29.812: INFO @log_variables: valid body_fp mean: 1.331693 2020-06-17 22:16:29.812: INFO @log_variables: valid body_fn mean: 0.892963 2020-06-17 22:16:29.812: INFO @log_variables: valid body_box_precision mean: 0.824156 2020-06-17 22:16:29.812: INFO @log_variables: valid loss mean: 1.311561 2020-06-17 22:16:29.812: INFO @log_variables: valid localisation_loss mean: 1.055749 2020-06-17 22:16:29.812: INFO @log_variables: valid classification_loss mean: 0.678111 2020-06-17 22:16:29.812: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 22:16:29.815: INFO @log_profile : T plain_train: 344.356417 2020-06-17 22:16:29.815: INFO @log_profile : T valid: 20.504822 2020-06-17 22:16:29.815: INFO @log_profile : T read data: 10.833931 2020-06-17 22:16:29.815: INFO @log_profile : T hooks: 27.818437 2020-06-17 22:16:29.815: INFO @main_loop : Epoch 430 done 2020-06-17 22:16:29.815: INFO @main_loop : Training epoch 431 2020-06-17 22:23:14.986: INFO @decay_lr : LR updated to `1.1527843e-05` 2020-06-17 22:23:15.002: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 22:23:15.002: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 22:23:15.002: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 22:23:15.002: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 22:23:15.002: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 22:23:15.002: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 22:23:15.003: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 22:23:15.003: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-17 22:23:15.003: INFO @log_variables: plain_train face_fp mean: nan 2020-06-17 22:23:15.003: INFO @log_variables: plain_train face_fn mean: nan 2020-06-17 22:23:15.003: INFO @log_variables: plain_train body_fp mean: nan 2020-06-17 22:23:15.003: INFO @log_variables: plain_train body_fn mean: nan 2020-06-17 22:23:15.003: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-17 22:23:15.003: INFO @log_variables: plain_train loss mean: 1.226267 2020-06-17 22:23:15.003: INFO @log_variables: plain_train localisation_loss mean: 0.991556 2020-06-17 22:23:15.003: INFO @log_variables: plain_train classification_loss mean: 0.631333 2020-06-17 22:23:15.003: INFO @log_variables: valid box_f1 mean: 0.794315 2020-06-17 22:23:15.003: INFO @log_variables: valid box_recall mean: 0.849079 2020-06-17 22:23:15.003: INFO @log_variables: valid box_precision mean: 0.768058 2020-06-17 22:23:15.003: INFO @log_variables: valid face_box_f1 mean: 0.508349 2020-06-17 22:23:15.003: INFO @log_variables: valid body_box_f1 mean: 0.836722 2020-06-17 22:23:15.003: INFO @log_variables: valid face_box_recall mean: 0.578052 2020-06-17 22:23:15.003: INFO @log_variables: valid body_box_recall mean: 0.872769 2020-06-17 22:23:15.003: INFO @log_variables: valid face_box_precision mean: 0.482999 2020-06-17 22:23:15.003: INFO @log_variables: valid face_fp mean: 1.191191 2020-06-17 22:23:15.003: INFO @log_variables: valid face_fn mean: 0.626476 2020-06-17 22:23:15.004: INFO @log_variables: valid body_fp mean: 1.291093 2020-06-17 22:23:15.004: INFO @log_variables: valid body_fn mean: 0.906988 2020-06-17 22:23:15.004: INFO @log_variables: valid body_box_precision mean: 0.827885 2020-06-17 22:23:15.004: INFO @log_variables: valid loss mean: 1.312381 2020-06-17 22:23:15.004: INFO @log_variables: valid localisation_loss mean: 1.056016 2020-06-17 22:23:15.004: INFO @log_variables: valid classification_loss mean: 0.678771 2020-06-17 22:23:15.004: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 22:23:15.007: INFO @log_profile : T plain_train: 344.400331 2020-06-17 22:23:15.007: INFO @log_profile : T valid: 20.398683 2020-06-17 22:23:15.007: INFO @log_profile : T read data: 10.774119 2020-06-17 22:23:15.007: INFO @log_profile : T hooks: 27.583297 2020-06-17 22:23:15.007: INFO @main_loop : Epoch 431 done 2020-06-17 22:23:15.007: INFO @main_loop : Training epoch 432 2020-06-17 22:30:00.277: INFO @decay_lr : LR updated to `1.1470203e-05` 2020-06-17 22:30:00.293: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 22:30:00.294: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 22:30:00.294: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 22:30:00.294: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 22:30:00.294: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 22:30:00.294: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 22:30:00.294: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 22:30:00.294: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-17 22:30:00.294: INFO @log_variables: plain_train face_fp mean: nan 2020-06-17 22:30:00.294: INFO @log_variables: plain_train face_fn mean: nan 2020-06-17 22:30:00.294: INFO @log_variables: plain_train body_fp mean: nan 2020-06-17 22:30:00.294: INFO @log_variables: plain_train body_fn mean: nan 2020-06-17 22:30:00.294: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-17 22:30:00.294: INFO @log_variables: plain_train loss mean: 1.225104 2020-06-17 22:30:00.294: INFO @log_variables: plain_train localisation_loss mean: 0.989693 2020-06-17 22:30:00.294: INFO @log_variables: plain_train classification_loss mean: 0.631288 2020-06-17 22:30:00.294: INFO @log_variables: valid box_f1 mean: 0.787351 2020-06-17 22:30:00.294: INFO @log_variables: valid box_recall mean: 0.849196 2020-06-17 22:30:00.295: INFO @log_variables: valid box_precision mean: 0.756376 2020-06-17 22:30:00.295: INFO @log_variables: valid face_box_f1 mean: 0.497915 2020-06-17 22:30:00.295: INFO @log_variables: valid body_box_f1 mean: 0.832052 2020-06-17 22:30:00.295: INFO @log_variables: valid face_box_recall mean: 0.570462 2020-06-17 22:30:00.295: INFO @log_variables: valid body_box_recall mean: 0.874831 2020-06-17 22:30:00.295: INFO @log_variables: valid face_box_precision mean: 0.470924 2020-06-17 22:30:00.295: INFO @log_variables: valid face_fp mean: 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22:30:00.298: INFO @main_loop : Training epoch 433 2020-06-17 22:36:44.839: INFO @decay_lr : LR updated to `1.14128525e-05` 2020-06-17 22:36:44.855: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 22:36:44.855: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 22:36:44.855: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 22:36:44.855: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 22:36:44.855: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 22:36:44.855: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 22:36:44.855: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 22:36:44.855: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-17 22:36:44.855: INFO @log_variables: plain_train face_fp mean: nan 2020-06-17 22:36:44.855: INFO @log_variables: plain_train face_fn mean: nan 2020-06-17 22:36:44.855: INFO @log_variables: plain_train body_fp mean: 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22:36:44.856: INFO @log_variables: valid face_box_precision mean: 0.486039 2020-06-17 22:36:44.856: INFO @log_variables: valid face_fp mean: 1.112943 2020-06-17 22:36:44.856: INFO @log_variables: valid face_fn mean: 0.651821 2020-06-17 22:36:44.856: INFO @log_variables: valid body_fp mean: 1.262549 2020-06-17 22:36:44.856: INFO @log_variables: valid body_fn mean: 0.919537 2020-06-17 22:36:44.856: INFO @log_variables: valid body_box_precision mean: 0.830476 2020-06-17 22:36:44.856: INFO @log_variables: valid loss mean: 1.315456 2020-06-17 22:36:44.856: INFO @log_variables: valid localisation_loss mean: 1.059352 2020-06-17 22:36:44.856: INFO @log_variables: valid classification_loss mean: 0.679844 2020-06-17 22:36:44.857: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 22:36:44.859: INFO @log_profile : T plain_train: 343.913793 2020-06-17 22:36:44.859: INFO @log_profile : T valid: 20.387056 2020-06-17 22:36:44.860: INFO @log_profile : T read data: 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@log_variables: valid face_box_recall mean: 0.569505 2020-06-17 22:43:30.655: INFO @log_variables: valid body_box_recall mean: 0.874154 2020-06-17 22:43:30.655: INFO @log_variables: valid face_box_precision mean: 0.484761 2020-06-17 22:43:30.655: INFO @log_variables: valid face_fp mean: 1.128691 2020-06-17 22:43:30.655: INFO @log_variables: valid face_fn mean: 0.646900 2020-06-17 22:43:30.655: INFO @log_variables: valid body_fp mean: 1.340551 2020-06-17 22:43:30.655: INFO @log_variables: valid body_fn mean: 0.883120 2020-06-17 22:43:30.655: INFO @log_variables: valid body_box_precision mean: 0.822757 2020-06-17 22:43:30.655: INFO @log_variables: valid loss mean: 1.312068 2020-06-17 22:43:30.656: INFO @log_variables: valid localisation_loss mean: 1.052705 2020-06-17 22:43:30.656: INFO @log_variables: valid classification_loss mean: 0.680445 2020-06-17 22:43:30.656: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 22:43:30.659: INFO @log_profile : T plain_train: 344.658551 2020-06-17 22:43:30.659: INFO @log_profile : T valid: 20.490249 2020-06-17 22:43:30.659: INFO @log_profile : T read data: 10.760861 2020-06-17 22:43:30.659: INFO @log_profile : T hooks: 27.850814 2020-06-17 22:43:30.659: INFO @main_loop : Epoch 434 done 2020-06-17 22:43:30.659: INFO @main_loop : Training epoch 435 2020-06-17 22:50:15.400: INFO @decay_lr : LR updated to `1.1299009e-05` 2020-06-17 22:50:15.415: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 22:50:15.415: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 22:50:15.415: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 22:50:15.416: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 22:50:15.416: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 22:50:15.416: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 22:50:15.416: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 22:50:15.416: 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face_box_f1 mean: 0.500286 2020-06-17 22:50:15.416: INFO @log_variables: valid body_box_f1 mean: 0.833916 2020-06-17 22:50:15.416: INFO @log_variables: valid face_box_recall mean: 0.570960 2020-06-17 22:50:15.417: INFO @log_variables: valid body_box_recall mean: 0.877117 2020-06-17 22:50:15.417: INFO @log_variables: valid face_box_precision mean: 0.474805 2020-06-17 22:50:15.417: INFO @log_variables: valid face_fp mean: 1.242372 2020-06-17 22:50:15.417: INFO @log_variables: valid face_fn mean: 0.639272 2020-06-17 22:50:15.417: INFO @log_variables: valid body_fp mean: 1.377461 2020-06-17 22:50:15.417: INFO @log_variables: valid body_fn mean: 0.870571 2020-06-17 22:50:15.417: INFO @log_variables: valid body_box_precision mean: 0.819347 2020-06-17 22:50:15.417: INFO @log_variables: valid loss mean: 1.306290 2020-06-17 22:50:15.417: INFO @log_variables: valid localisation_loss mean: 1.056377 2020-06-17 22:50:15.417: INFO @log_variables: valid classification_loss mean: 0.672464 2020-06-17 22:50:15.417: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 22:50:15.420: INFO @log_profile : T plain_train: 343.819776 2020-06-17 22:50:15.420: INFO @log_profile : T valid: 20.461777 2020-06-17 22:50:15.420: INFO @log_profile : T read data: 10.721351 2020-06-17 22:50:15.420: INFO @log_profile : T hooks: 27.721987 2020-06-17 22:50:15.420: INFO @main_loop : Epoch 435 done 2020-06-17 22:50:15.420: INFO @main_loop : Training epoch 436 2020-06-17 22:57:00.921: INFO @decay_lr : LR updated to `1.1242514e-05` 2020-06-17 22:57:00.937: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 22:57:00.937: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 22:57:00.937: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 22:57:00.937: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 22:57:00.937: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 22:57:00.937: INFO @log_variables: 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mean: 0.848821 2020-06-17 22:57:00.938: INFO @log_variables: valid box_precision mean: 0.761782 2020-06-17 22:57:00.938: INFO @log_variables: valid face_box_f1 mean: 0.500711 2020-06-17 22:57:00.938: INFO @log_variables: valid body_box_f1 mean: 0.834308 2020-06-17 22:57:00.938: INFO @log_variables: valid face_box_recall mean: 0.569425 2020-06-17 22:57:00.938: INFO @log_variables: valid body_box_recall mean: 0.874464 2020-06-17 22:57:00.938: INFO @log_variables: valid face_box_precision mean: 0.476082 2020-06-17 22:57:00.938: INFO @log_variables: valid face_fp mean: 1.208907 2020-06-17 22:57:00.938: INFO @log_variables: valid face_fn mean: 0.645423 2020-06-17 22:57:00.938: INFO @log_variables: valid body_fp mean: 1.341781 2020-06-17 22:57:00.938: INFO @log_variables: valid body_fn mean: 0.890256 2020-06-17 22:57:00.938: INFO @log_variables: valid body_box_precision mean: 0.822360 2020-06-17 22:57:00.938: INFO @log_variables: valid loss mean: 1.306532 2020-06-17 22:57:00.938: INFO @log_variables: valid localisation_loss mean: 1.055131 2020-06-17 22:57:00.938: INFO @log_variables: valid classification_loss mean: 0.673453 2020-06-17 22:57:00.939: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 22:57:00.941: INFO @log_profile : T plain_train: 344.303427 2020-06-17 22:57:00.942: INFO @log_profile : T valid: 20.492279 2020-06-17 22:57:00.942: INFO @log_profile : T read data: 10.671487 2020-06-17 22:57:00.942: INFO @log_profile : T hooks: 28.004612 2020-06-17 22:57:00.942: INFO @main_loop : Epoch 436 done 2020-06-17 22:57:00.942: INFO @main_loop : Training epoch 437 2020-06-17 23:03:46.128: INFO @decay_lr : LR updated to `1.1186302e-05` 2020-06-17 23:03:46.145: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 23:03:46.146: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 23:03:46.146: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 23:03:46.146: INFO @log_variables: plain_train 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@log_variables: plain_train localisation_loss mean: 0.986313 2020-06-17 23:10:32.188: INFO @log_variables: plain_train classification_loss mean: 0.629007 2020-06-17 23:10:32.188: INFO @log_variables: valid box_f1 mean: 0.791903 2020-06-17 23:10:32.188: INFO @log_variables: valid box_recall mean: 0.845631 2020-06-17 23:10:32.188: INFO @log_variables: valid box_precision mean: 0.766531 2020-06-17 23:10:32.188: INFO @log_variables: valid face_box_f1 mean: 0.502551 2020-06-17 23:10:32.188: INFO @log_variables: valid body_box_f1 mean: 0.836787 2020-06-17 23:10:32.188: INFO @log_variables: valid face_box_recall mean: 0.572074 2020-06-17 23:10:32.188: INFO @log_variables: valid body_box_recall mean: 0.870924 2020-06-17 23:10:32.188: INFO @log_variables: valid face_box_precision mean: 0.478227 2020-06-17 23:10:32.188: INFO @log_variables: valid face_fp mean: 1.206693 2020-06-17 23:10:32.188: INFO @log_variables: valid face_fn mean: 0.641978 2020-06-17 23:10:32.188: INFO @log_variables: valid body_fp mean: 1.260827 2020-06-17 23:10:32.188: INFO @log_variables: valid body_fn mean: 0.912648 2020-06-17 23:10:32.189: INFO @log_variables: valid body_box_precision mean: 0.829486 2020-06-17 23:10:32.189: INFO @log_variables: valid loss mean: 1.308294 2020-06-17 23:10:32.189: INFO @log_variables: valid localisation_loss mean: 1.053121 2020-06-17 23:10:32.189: INFO @log_variables: valid classification_loss mean: 0.676421 2020-06-17 23:10:32.189: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 23:10:32.192: INFO @log_profile : T plain_train: 344.588461 2020-06-17 23:10:32.192: INFO @log_profile : T valid: 20.381179 2020-06-17 23:10:32.192: INFO @log_profile : T read data: 10.746653 2020-06-17 23:10:32.192: INFO @log_profile : T hooks: 28.273697 2020-06-17 23:10:32.192: INFO @main_loop : Epoch 438 done 2020-06-17 23:10:32.192: INFO @main_loop : Training epoch 439 2020-06-17 23:17:17.527: INFO @decay_lr : LR updated to `1.1074719e-05` 2020-06-17 23:17:17.542: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 23:17:17.542: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 23:17:17.542: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 23:17:17.542: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 23:17:17.542: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 23:17:17.542: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 23:17:17.542: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 23:17:17.542: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-17 23:17:17.542: INFO @log_variables: plain_train face_fp mean: nan 2020-06-17 23:17:17.543: INFO @log_variables: plain_train face_fn mean: nan 2020-06-17 23:17:17.543: INFO @log_variables: plain_train body_fp mean: nan 2020-06-17 23:17:17.543: INFO @log_variables: plain_train body_fn mean: nan 2020-06-17 23:17:17.543: INFO @log_variables: 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face_fp mean: 1.191683 2020-06-17 23:17:17.543: INFO @log_variables: valid face_fn mean: 0.642224 2020-06-17 23:17:17.543: INFO @log_variables: valid body_fp mean: 1.356299 2020-06-17 23:17:17.543: INFO @log_variables: valid body_fn mean: 0.881644 2020-06-17 23:17:17.543: INFO @log_variables: valid body_box_precision mean: 0.822926 2020-06-17 23:17:17.544: INFO @log_variables: valid loss mean: 1.318173 2020-06-17 23:17:17.544: INFO @log_variables: valid localisation_loss mean: 1.060943 2020-06-17 23:17:17.544: INFO @log_variables: valid classification_loss mean: 0.681608 2020-06-17 23:17:17.544: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 23:17:17.546: INFO @log_profile : T plain_train: 344.450050 2020-06-17 23:17:17.547: INFO @log_profile : T valid: 20.373913 2020-06-17 23:17:17.547: INFO @log_profile : T read data: 10.772663 2020-06-17 23:17:17.547: INFO @log_profile : T hooks: 27.712566 2020-06-17 23:17:17.547: INFO @main_loop : Epoch 439 done 2020-06-17 23:17:17.547: INFO @main_loop : Training epoch 440 2020-06-17 23:24:02.585: INFO @decay_lr : LR updated to `1.1019345e-05` 2020-06-17 23:24:02.601: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 23:24:02.601: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 23:24:02.601: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 23:24:02.601: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 23:24:02.601: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 23:24:02.601: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 23:24:02.601: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 23:24:02.601: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-17 23:24:02.601: INFO @log_variables: plain_train face_fp mean: nan 2020-06-17 23:24:02.601: INFO @log_variables: plain_train face_fn mean: nan 2020-06-17 23:24:02.602: INFO @log_variables: plain_train 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read data: 10.642270 2020-06-17 23:24:02.606: INFO @log_profile : T hooks: 27.569901 2020-06-17 23:24:02.606: INFO @main_loop : Epoch 440 done 2020-06-17 23:24:02.606: INFO @main_loop : Training epoch 441 2020-06-17 23:30:48.051: INFO @decay_lr : LR updated to `1.0964249e-05` 2020-06-17 23:30:48.069: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 23:30:48.069: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 23:30:48.069: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 23:30:48.069: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 23:30:48.069: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 23:30:48.069: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 23:30:48.069: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 23:30:48.069: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-17 23:30:48.069: INFO @log_variables: plain_train face_fp mean: 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INFO @log_variables: valid face_box_recall mean: 0.567875 2020-06-17 23:30:48.070: INFO @log_variables: valid body_box_recall mean: 0.869846 2020-06-17 23:30:48.070: INFO @log_variables: valid face_box_precision mean: 0.479511 2020-06-17 23:30:48.070: INFO @log_variables: valid face_fp mean: 1.168307 2020-06-17 23:30:48.070: INFO @log_variables: valid face_fn mean: 0.650591 2020-06-17 23:30:48.070: INFO @log_variables: valid body_fp mean: 1.273130 2020-06-17 23:30:48.070: INFO @log_variables: valid body_fn mean: 0.925443 2020-06-17 23:30:48.070: INFO @log_variables: valid body_box_precision mean: 0.828739 2020-06-17 23:30:48.070: INFO @log_variables: valid loss mean: 1.317267 2020-06-17 23:30:48.070: INFO @log_variables: valid localisation_loss mean: 1.054579 2020-06-17 23:30:48.070: INFO @log_variables: valid classification_loss mean: 0.684520 2020-06-17 23:30:48.070: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 23:30:48.073: INFO @log_profile : T plain_train: 344.730439 2020-06-17 23:30:48.073: INFO @log_profile : T valid: 20.470751 2020-06-17 23:30:48.073: INFO @log_profile : T read data: 10.862535 2020-06-17 23:30:48.074: INFO @log_profile : T hooks: 27.364507 2020-06-17 23:30:48.074: INFO @main_loop : Epoch 441 done 2020-06-17 23:30:48.074: INFO @main_loop : Training epoch 442 2020-06-17 23:37:33.233: INFO @decay_lr : LR updated to `1.0909427e-05` 2020-06-17 23:37:33.249: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 23:37:33.249: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 23:37:33.249: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 23:37:33.249: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 23:37:33.249: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 23:37:33.249: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 23:37:33.249: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 23:37:33.249: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-17 23:37:33.249: INFO @log_variables: plain_train face_fp mean: nan 2020-06-17 23:37:33.249: INFO @log_variables: plain_train face_fn mean: nan 2020-06-17 23:37:33.249: INFO @log_variables: plain_train body_fp mean: nan 2020-06-17 23:37:33.249: INFO @log_variables: plain_train body_fn mean: nan 2020-06-17 23:37:33.249: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-17 23:37:33.249: INFO @log_variables: plain_train loss mean: 1.221726 2020-06-17 23:37:33.249: INFO @log_variables: plain_train localisation_loss mean: 0.988765 2020-06-17 23:37:33.250: INFO @log_variables: plain_train classification_loss mean: 0.628467 2020-06-17 23:37:33.250: INFO @log_variables: valid box_f1 mean: 0.795029 2020-06-17 23:37:33.250: INFO @log_variables: valid box_recall mean: 0.841739 2020-06-17 23:37:33.250: INFO @log_variables: valid box_precision mean: 0.775239 2020-06-17 23:37:33.250: INFO @log_variables: valid face_box_f1 mean: 0.504983 2020-06-17 23:37:33.250: INFO @log_variables: valid body_box_f1 mean: 0.837635 2020-06-17 23:37:33.250: INFO @log_variables: valid face_box_recall mean: 0.568780 2020-06-17 23:37:33.250: INFO @log_variables: valid body_box_recall mean: 0.866394 2020-06-17 23:37:33.250: INFO @log_variables: valid face_box_precision mean: 0.483240 2020-06-17 23:37:33.250: INFO @log_variables: valid face_fp mean: 1.140010 2020-06-17 23:37:33.250: INFO @log_variables: valid face_fn mean: 0.648130 2020-06-17 23:37:33.250: INFO @log_variables: valid body_fp mean: 1.214321 2020-06-17 23:37:33.250: INFO @log_variables: valid body_fn mean: 0.942667 2020-06-17 23:37:33.250: INFO @log_variables: valid body_box_precision mean: 0.834680 2020-06-17 23:37:33.250: INFO @log_variables: valid loss mean: 1.320953 2020-06-17 23:37:33.250: INFO @log_variables: valid localisation_loss mean: 1.060467 2020-06-17 23:37:33.250: INFO @log_variables: valid classification_loss mean: 0.684673 2020-06-17 23:37:33.250: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 23:37:33.253: INFO @log_profile : T plain_train: 344.114639 2020-06-17 23:37:33.253: INFO @log_profile : T valid: 20.527572 2020-06-17 23:37:33.253: INFO @log_profile : T read data: 10.755308 2020-06-17 23:37:33.253: INFO @log_profile : T hooks: 27.734564 2020-06-17 23:37:33.254: INFO @main_loop : Epoch 442 done 2020-06-17 23:37:33.254: INFO @main_loop : Training epoch 443 2020-06-17 23:44:18.660: INFO @decay_lr : LR updated to `1.085488e-05` 2020-06-17 23:44:18.677: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 23:44:18.677: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 23:44:18.677: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 23:44:18.677: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-17 23:44:18.677: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-17 23:44:18.677: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-17 23:44:18.677: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-17 23:44:18.677: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-17 23:44:18.677: INFO @log_variables: plain_train face_fp mean: nan 2020-06-17 23:44:18.677: INFO @log_variables: plain_train face_fn mean: nan 2020-06-17 23:44:18.678: INFO @log_variables: plain_train body_fp mean: nan 2020-06-17 23:44:18.678: INFO @log_variables: plain_train body_fn mean: nan 2020-06-17 23:44:18.678: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-17 23:44:18.678: INFO @log_variables: plain_train loss mean: 1.224753 2020-06-17 23:44:18.678: INFO @log_variables: plain_train localisation_loss mean: 0.990977 2020-06-17 23:44:18.678: INFO @log_variables: plain_train classification_loss mean: 0.630166 2020-06-17 23:44:18.678: INFO @log_variables: valid box_f1 mean: 0.791138 2020-06-17 23:44:18.678: INFO @log_variables: valid box_recall mean: 0.849675 2020-06-17 23:44:18.678: INFO @log_variables: valid box_precision mean: 0.762024 2020-06-17 23:44:18.678: INFO @log_variables: valid face_box_f1 mean: 0.500096 2020-06-17 23:44:18.678: INFO @log_variables: valid body_box_f1 mean: 0.836675 2020-06-17 23:44:18.678: INFO @log_variables: valid face_box_recall mean: 0.572643 2020-06-17 23:44:18.678: INFO @log_variables: valid body_box_recall mean: 0.875716 2020-06-17 23:44:18.678: INFO @log_variables: valid face_box_precision mean: 0.473848 2020-06-17 23:44:18.678: INFO @log_variables: valid face_fp mean: 1.243848 2020-06-17 23:44:18.678: INFO @log_variables: valid face_fn mean: 0.639272 2020-06-17 23:44:18.678: INFO @log_variables: valid body_fp mean: 1.319882 2020-06-17 23:44:18.678: INFO @log_variables: valid body_fn mean: 0.877215 2020-06-17 23:44:18.678: INFO @log_variables: valid body_box_precision mean: 0.824776 2020-06-17 23:44:18.678: INFO @log_variables: valid loss mean: 1.316525 2020-06-17 23:44:18.678: INFO @log_variables: valid localisation_loss mean: 1.057211 2020-06-17 23:44:18.679: INFO @log_variables: valid classification_loss mean: 0.682199 2020-06-17 23:44:18.679: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 23:44:18.681: INFO @log_profile : T plain_train: 344.309497 2020-06-17 23:44:18.682: INFO @log_profile : T valid: 20.680400 2020-06-17 23:44:18.682: INFO @log_profile : T read data: 10.692658 2020-06-17 23:44:18.682: INFO @log_profile : T hooks: 27.694706 2020-06-17 23:44:18.682: INFO @main_loop : Epoch 443 done 2020-06-17 23:44:18.682: INFO @main_loop : Training epoch 444 2020-06-17 23:51:03.737: INFO @decay_lr : LR updated to `1.0800606e-05` 2020-06-17 23:51:03.753: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 23:51:03.753: INFO @log_variables: plain_train box_recall mean: nan 2020-06-17 23:51:03.753: INFO @log_variables: plain_train box_precision mean: nan 2020-06-17 23:51:03.753: INFO 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plain_train classification_loss mean: 0.628639 2020-06-17 23:51:03.753: INFO @log_variables: valid box_f1 mean: 0.790408 2020-06-17 23:51:03.753: INFO @log_variables: valid box_recall mean: 0.847859 2020-06-17 23:51:03.753: INFO @log_variables: valid box_precision mean: 0.762053 2020-06-17 23:51:03.754: INFO @log_variables: valid face_box_f1 mean: 0.500941 2020-06-17 23:51:03.754: INFO @log_variables: valid body_box_f1 mean: 0.833818 2020-06-17 23:51:03.754: INFO @log_variables: valid face_box_recall mean: 0.568676 2020-06-17 23:51:03.754: INFO @log_variables: valid body_box_recall mean: 0.873958 2020-06-17 23:51:03.754: INFO @log_variables: valid face_box_precision mean: 0.477360 2020-06-17 23:51:03.754: INFO @log_variables: valid face_fp mean: 1.207431 2020-06-17 23:51:03.754: INFO @log_variables: valid face_fn mean: 0.647884 2020-06-17 23:51:03.754: INFO @log_variables: valid body_fp mean: 1.338583 2020-06-17 23:51:03.754: INFO @log_variables: valid body_fn mean: 0.888041 2020-06-17 23:51:03.754: INFO @log_variables: valid body_box_precision mean: 0.821328 2020-06-17 23:51:03.754: INFO @log_variables: valid loss mean: 1.307840 2020-06-17 23:51:03.754: INFO @log_variables: valid localisation_loss mean: 1.056301 2020-06-17 23:51:03.754: INFO @log_variables: valid classification_loss mean: 0.674060 2020-06-17 23:51:03.754: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-17 23:51:03.757: INFO @log_profile : T plain_train: 344.180765 2020-06-17 23:51:03.757: INFO @log_profile : T valid: 20.497058 2020-06-17 23:51:03.757: INFO @log_profile : T read data: 10.806564 2020-06-17 23:51:03.757: INFO @log_profile : T hooks: 27.555727 2020-06-17 23:51:03.757: INFO @main_loop : Epoch 444 done 2020-06-17 23:51:03.757: INFO @main_loop : Training epoch 445 2020-06-17 23:57:50.014: INFO @decay_lr : LR updated to `1.0746603e-05` 2020-06-17 23:57:50.030: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-17 23:57:50.030: INFO @log_variables: 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LR updated to `1.069287e-05` 2020-06-18 00:04:34.794: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 00:04:34.794: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 00:04:34.794: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 00:04:34.794: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-18 00:04:34.794: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-18 00:04:34.794: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-18 00:04:34.794: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-18 00:04:34.794: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-18 00:04:34.794: INFO @log_variables: plain_train face_fp mean: nan 2020-06-18 00:04:34.794: INFO @log_variables: plain_train face_fn mean: nan 2020-06-18 00:04:34.795: INFO @log_variables: plain_train body_fp mean: nan 2020-06-18 00:04:34.795: INFO @log_variables: plain_train body_fn mean: nan 2020-06-18 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00:04:34.799: INFO @main_loop : Epoch 446 done 2020-06-18 00:04:34.799: INFO @main_loop : Training epoch 447 2020-06-18 00:11:20.119: INFO @decay_lr : LR updated to `1.0639405e-05` 2020-06-18 00:11:20.134: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 00:11:20.135: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 00:11:20.135: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 00:11:20.135: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-18 00:11:20.135: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-18 00:11:20.135: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-18 00:11:20.135: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-18 00:11:20.135: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-18 00:11:20.135: INFO @log_variables: plain_train face_fp mean: nan 2020-06-18 00:11:20.135: INFO @log_variables: plain_train face_fn mean: nan 2020-06-18 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@log_variables: valid body_box_recall mean: 0.876267 2020-06-18 00:11:20.136: INFO @log_variables: valid face_box_precision mean: 0.482904 2020-06-18 00:11:20.136: INFO @log_variables: valid face_fp mean: 1.177904 2020-06-18 00:11:20.136: INFO @log_variables: valid face_fn mean: 0.634843 2020-06-18 00:11:20.136: INFO @log_variables: valid body_fp mean: 1.329232 2020-06-18 00:11:20.136: INFO @log_variables: valid body_fn mean: 0.879675 2020-06-18 00:11:20.136: INFO @log_variables: valid body_box_precision mean: 0.824505 2020-06-18 00:11:20.136: INFO @log_variables: valid loss mean: 1.306297 2020-06-18 00:11:20.136: INFO @log_variables: valid localisation_loss mean: 1.055393 2020-06-18 00:11:20.136: INFO @log_variables: valid classification_loss mean: 0.673061 2020-06-18 00:11:20.136: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-18 00:11:20.139: INFO @log_profile : T plain_train: 344.279758 2020-06-18 00:11:20.139: INFO @log_profile : T valid: 20.595842 2020-06-18 00:11:20.139: INFO @log_profile : T read data: 10.698247 2020-06-18 00:11:20.139: INFO @log_profile : T hooks: 27.725852 2020-06-18 00:11:20.139: INFO @main_loop : Epoch 447 done 2020-06-18 00:11:20.139: INFO @main_loop : Training epoch 448 2020-06-18 00:18:05.297: INFO @decay_lr : LR updated to `1.0586208e-05` 2020-06-18 00:18:05.313: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 00:18:05.314: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 00:18:05.314: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 00:18:05.314: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-18 00:18:05.314: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-18 00:18:05.314: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-18 00:18:05.314: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-18 00:18:05.314: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-18 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./log/DetectionBodyFace-overheadAll-headCovered 2020-06-18 00:18:05.318: INFO @log_profile : T plain_train: 344.159582 2020-06-18 00:18:05.318: INFO @log_profile : T valid: 20.404145 2020-06-18 00:18:05.318: INFO @log_profile : T read data: 10.796191 2020-06-18 00:18:05.318: INFO @log_profile : T hooks: 27.768896 2020-06-18 00:18:05.318: INFO @main_loop : Epoch 448 done 2020-06-18 00:18:05.318: INFO @main_loop : Training epoch 449 2020-06-18 00:24:49.795: INFO @decay_lr : LR updated to `1.0533277e-05` 2020-06-18 00:24:49.811: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 00:24:49.811: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 00:24:49.811: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 00:24:49.811: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-18 00:24:49.811: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-18 00:24:49.812: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-18 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@log_variables: valid box_precision mean: 0.766085 2020-06-18 00:24:49.812: INFO @log_variables: valid face_box_f1 mean: 0.504133 2020-06-18 00:24:49.812: INFO @log_variables: valid body_box_f1 mean: 0.836463 2020-06-18 00:24:49.812: INFO @log_variables: valid face_box_recall mean: 0.574549 2020-06-18 00:24:49.812: INFO @log_variables: valid body_box_recall mean: 0.870727 2020-06-18 00:24:49.812: INFO @log_variables: valid face_box_precision mean: 0.478804 2020-06-18 00:24:49.812: INFO @log_variables: valid face_fp mean: 1.224163 2020-06-18 00:24:49.812: INFO @log_variables: valid face_fn mean: 0.632382 2020-06-18 00:24:49.813: INFO @log_variables: valid body_fp mean: 1.269685 2020-06-18 00:24:49.813: INFO @log_variables: valid body_fn mean: 0.919783 2020-06-18 00:24:49.813: INFO @log_variables: valid body_box_precision mean: 0.828771 2020-06-18 00:24:49.813: INFO @log_variables: valid loss mean: 1.314620 2020-06-18 00:24:49.813: INFO @log_variables: valid localisation_loss mean: 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@log_variables: valid box_f1 mean: 0.794971 2020-06-18 00:31:35.157: INFO @log_variables: valid box_recall mean: 0.846677 2020-06-18 00:31:35.157: INFO @log_variables: valid box_precision mean: 0.771565 2020-06-18 00:31:35.157: INFO @log_variables: valid face_box_f1 mean: 0.502269 2020-06-18 00:31:35.157: INFO @log_variables: valid body_box_f1 mean: 0.837926 2020-06-18 00:31:35.158: INFO @log_variables: valid face_box_recall mean: 0.566064 2020-06-18 00:31:35.158: INFO @log_variables: valid body_box_recall mean: 0.873295 2020-06-18 00:31:35.158: INFO @log_variables: valid face_box_precision mean: 0.481657 2020-06-18 00:31:35.158: INFO @log_variables: valid face_fp mean: 1.145177 2020-06-18 00:31:35.158: INFO @log_variables: valid face_fn mean: 0.655512 2020-06-18 00:31:35.158: INFO @log_variables: valid body_fp mean: 1.271161 2020-06-18 00:31:35.158: INFO @log_variables: valid body_fn mean: 0.897884 2020-06-18 00:31:35.158: INFO @log_variables: valid body_box_precision mean: 0.829519 2020-06-18 00:31:35.158: INFO @log_variables: valid loss mean: 1.316259 2020-06-18 00:31:35.158: INFO @log_variables: valid localisation_loss mean: 1.054852 2020-06-18 00:31:35.158: INFO @log_variables: valid classification_loss mean: 0.683348 2020-06-18 00:31:35.158: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-18 00:31:35.161: INFO @log_profile : T plain_train: 344.487140 2020-06-18 00:31:35.161: INFO @log_profile : T valid: 20.326817 2020-06-18 00:31:35.161: INFO @log_profile : T read data: 10.750483 2020-06-18 00:31:35.161: INFO @log_profile : T hooks: 27.732446 2020-06-18 00:31:35.161: INFO @main_loop : Epoch 450 done 2020-06-18 00:31:35.161: INFO @main_loop : Training epoch 451 2020-06-18 00:38:20.400: INFO @decay_lr : LR updated to `1.0428208e-05` 2020-06-18 00:38:20.417: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 00:38:20.417: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 00:38:20.417: INFO 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00:45:05.896: INFO @main_loop : Training epoch 453 2020-06-18 00:51:51.000: INFO @decay_lr : LR updated to `1.0324186e-05` 2020-06-18 00:51:51.016: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 00:51:51.016: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 00:51:51.016: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 00:51:51.016: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-18 00:51:51.016: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-18 00:51:51.016: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-18 00:51:51.016: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-18 00:51:51.016: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-18 00:51:51.016: INFO @log_variables: plain_train face_fp mean: nan 2020-06-18 00:51:51.016: INFO @log_variables: plain_train face_fn mean: nan 2020-06-18 00:51:51.016: INFO @log_variables: plain_train body_fp mean: 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@log_variables: valid face_box_recall mean: 0.569181 2020-06-18 00:58:35.981: INFO @log_variables: valid body_box_recall mean: 0.870215 2020-06-18 00:58:35.981: INFO @log_variables: valid face_box_precision mean: 0.487277 2020-06-18 00:58:35.981: INFO @log_variables: valid face_fp mean: 1.114665 2020-06-18 00:58:35.981: INFO @log_variables: valid face_fn mean: 0.651821 2020-06-18 00:58:35.981: INFO @log_variables: valid body_fp mean: 1.275837 2020-06-18 00:58:35.982: INFO @log_variables: valid body_fn mean: 0.916585 2020-06-18 00:58:35.982: INFO @log_variables: valid body_box_precision mean: 0.827934 2020-06-18 00:58:35.982: INFO @log_variables: valid loss mean: 1.316902 2020-06-18 00:58:35.982: INFO @log_variables: valid localisation_loss mean: 1.055246 2020-06-18 00:58:35.982: INFO @log_variables: valid classification_loss mean: 0.683754 2020-06-18 00:58:35.982: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-18 00:58:35.985: INFO @log_profile : T plain_train: 344.105734 2020-06-18 00:58:35.985: INFO @log_profile : T valid: 20.403762 2020-06-18 00:58:35.985: INFO @log_profile : T read data: 10.835829 2020-06-18 00:58:35.985: INFO @log_profile : T hooks: 27.574407 2020-06-18 00:58:35.985: INFO @main_loop : Epoch 454 done 2020-06-18 00:58:35.985: INFO @main_loop : Training epoch 455 2020-06-18 01:05:20.738: INFO @decay_lr : LR updated to `1.02212025e-05` 2020-06-18 01:05:20.753: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 01:05:20.754: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 01:05:20.754: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 01:05:20.754: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-18 01:05:20.754: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-18 01:05:20.754: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-18 01:05:20.754: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-18 01:05:20.754: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-18 01:05:20.754: INFO @log_variables: plain_train face_fp mean: nan 2020-06-18 01:05:20.754: INFO @log_variables: plain_train face_fn mean: nan 2020-06-18 01:05:20.754: INFO @log_variables: plain_train body_fp mean: nan 2020-06-18 01:05:20.754: INFO @log_variables: plain_train body_fn mean: nan 2020-06-18 01:05:20.754: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-18 01:05:20.754: INFO @log_variables: plain_train loss mean: 1.221944 2020-06-18 01:05:20.754: INFO @log_variables: plain_train localisation_loss mean: 0.986771 2020-06-18 01:05:20.754: INFO @log_variables: plain_train classification_loss mean: 0.629881 2020-06-18 01:05:20.754: INFO @log_variables: valid box_f1 mean: 0.793246 2020-06-18 01:05:20.754: INFO @log_variables: valid box_recall mean: 0.845205 2020-06-18 01:05:20.754: INFO @log_variables: valid box_precision mean: 0.769286 2020-06-18 01:05:20.755: INFO @log_variables: valid face_box_f1 mean: 0.502043 2020-06-18 01:05:20.755: INFO @log_variables: valid body_box_f1 mean: 0.837687 2020-06-18 01:05:20.755: INFO @log_variables: valid face_box_recall mean: 0.567861 2020-06-18 01:05:20.755: INFO @log_variables: valid body_box_recall mean: 0.870691 2020-06-18 01:05:20.755: INFO @log_variables: valid face_box_precision mean: 0.479429 2020-06-18 01:05:20.755: INFO @log_variables: valid face_fp mean: 1.181102 2020-06-18 01:05:20.755: INFO @log_variables: valid face_fn mean: 0.647146 2020-06-18 01:05:20.755: INFO @log_variables: valid body_fp mean: 1.253199 2020-06-18 01:05:20.755: INFO @log_variables: valid body_fn mean: 0.915846 2020-06-18 01:05:20.755: INFO @log_variables: valid body_box_precision mean: 0.831130 2020-06-18 01:05:20.755: INFO @log_variables: valid loss mean: 1.307257 2020-06-18 01:05:20.755: INFO @log_variables: valid localisation_loss mean: 1.052371 2020-06-18 01:05:20.755: INFO @log_variables: valid classification_loss mean: 0.675834 2020-06-18 01:05:20.755: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-18 01:05:20.758: INFO @log_profile : T plain_train: 343.911847 2020-06-18 01:05:20.758: INFO @log_profile : T valid: 20.512884 2020-06-18 01:05:20.758: INFO @log_profile : T read data: 10.730689 2020-06-18 01:05:20.758: INFO @log_profile : T hooks: 27.578948 2020-06-18 01:05:20.759: INFO @main_loop : Epoch 455 done 2020-06-18 01:05:20.759: INFO @main_loop : Training epoch 456 2020-06-18 01:12:05.742: INFO @decay_lr : LR updated to `1.0170096e-05` 2020-06-18 01:12:05.759: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 01:12:05.759: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 01:12:05.759: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 01:12:05.759: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-18 01:12:05.759: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-18 01:12:05.759: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-18 01:12:05.759: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-18 01:12:05.759: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-18 01:12:05.760: INFO @log_variables: plain_train face_fp mean: nan 2020-06-18 01:12:05.760: INFO @log_variables: plain_train face_fn mean: nan 2020-06-18 01:12:05.760: INFO @log_variables: plain_train body_fp mean: nan 2020-06-18 01:12:05.760: INFO @log_variables: plain_train body_fn mean: nan 2020-06-18 01:12:05.760: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-18 01:12:05.760: INFO @log_variables: plain_train loss mean: 1.221083 2020-06-18 01:12:05.760: INFO @log_variables: plain_train localisation_loss mean: 0.989588 2020-06-18 01:12:05.760: INFO @log_variables: plain_train classification_loss mean: 0.627330 2020-06-18 01:12:05.760: INFO @log_variables: valid box_f1 mean: 0.794145 2020-06-18 01:12:05.760: INFO @log_variables: valid box_recall mean: 0.844932 2020-06-18 01:12:05.760: INFO @log_variables: valid box_precision mean: 0.770837 2020-06-18 01:12:05.760: INFO @log_variables: valid face_box_f1 mean: 0.502946 2020-06-18 01:12:05.760: INFO @log_variables: valid body_box_f1 mean: 0.837598 2020-06-18 01:12:05.760: INFO @log_variables: valid face_box_recall mean: 0.566385 2020-06-18 01:12:05.760: INFO @log_variables: valid body_box_recall mean: 0.871565 2020-06-18 01:12:05.760: INFO @log_variables: valid face_box_precision mean: 0.481225 2020-06-18 01:12:05.760: INFO @log_variables: valid face_fp mean: 1.140994 2020-06-18 01:12:05.760: INFO @log_variables: valid face_fn mean: 0.652067 2020-06-18 01:12:05.760: INFO @log_variables: valid body_fp mean: 1.252953 2020-06-18 01:12:05.761: INFO @log_variables: valid body_fn mean: 0.917569 2020-06-18 01:12:05.761: INFO @log_variables: valid body_box_precision mean: 0.830192 2020-06-18 01:12:05.761: INFO @log_variables: valid loss mean: 1.312499 2020-06-18 01:12:05.761: INFO @log_variables: valid localisation_loss mean: 1.058750 2020-06-18 01:12:05.761: INFO @log_variables: valid classification_loss mean: 0.677248 2020-06-18 01:12:05.761: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-18 01:12:05.764: INFO @log_profile : T plain_train: 343.639749 2020-06-18 01:12:05.764: INFO @log_profile : T valid: 20.754038 2020-06-18 01:12:05.764: INFO @log_profile : T read data: 10.668688 2020-06-18 01:12:05.764: INFO @log_profile : T hooks: 27.915147 2020-06-18 01:12:05.764: INFO @main_loop : Epoch 456 done 2020-06-18 01:12:05.764: INFO @main_loop : Training epoch 457 2020-06-18 01:18:51.397: INFO @decay_lr : LR updated to `1.0119245e-05` 2020-06-18 01:18:51.413: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 01:18:51.413: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 01:18:51.413: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 01:18:51.413: INFO 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plain_train classification_loss mean: 0.626277 2020-06-18 01:18:51.414: INFO @log_variables: valid box_f1 mean: 0.791305 2020-06-18 01:18:51.414: INFO @log_variables: valid box_recall mean: 0.845832 2020-06-18 01:18:51.414: INFO @log_variables: valid box_precision mean: 0.765021 2020-06-18 01:18:51.414: INFO @log_variables: valid face_box_f1 mean: 0.500852 2020-06-18 01:18:51.414: INFO @log_variables: valid body_box_f1 mean: 0.834763 2020-06-18 01:18:51.414: INFO @log_variables: valid face_box_recall mean: 0.566195 2020-06-18 01:18:51.414: INFO @log_variables: valid body_box_recall mean: 0.871866 2020-06-18 01:18:51.414: INFO @log_variables: valid face_box_precision mean: 0.478355 2020-06-18 01:18:51.414: INFO @log_variables: valid face_fp mean: 1.171752 2020-06-18 01:18:51.414: INFO @log_variables: valid face_fn mean: 0.652559 2020-06-18 01:18:51.414: INFO @log_variables: valid body_fp mean: 1.323327 2020-06-18 01:18:51.414: INFO @log_variables: valid body_fn mean: 0.903789 2020-06-18 01:18:51.414: INFO @log_variables: valid body_box_precision mean: 0.824610 2020-06-18 01:18:51.414: INFO @log_variables: valid loss mean: 1.309943 2020-06-18 01:18:51.414: INFO @log_variables: valid localisation_loss mean: 1.053697 2020-06-18 01:18:51.414: INFO @log_variables: valid classification_loss mean: 0.677725 2020-06-18 01:18:51.414: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-18 01:18:51.417: INFO @log_profile : T plain_train: 344.169883 2020-06-18 01:18:51.417: INFO @log_profile : T valid: 20.638733 2020-06-18 01:18:51.417: INFO @log_profile : T read data: 10.845919 2020-06-18 01:18:51.417: INFO @log_profile : T hooks: 27.959565 2020-06-18 01:18:51.418: INFO @main_loop : Epoch 457 done 2020-06-18 01:18:51.418: INFO @main_loop : Training epoch 458 2020-06-18 01:25:36.591: INFO @decay_lr : LR updated to `1.0068649e-05` 2020-06-18 01:25:36.608: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 01:25:36.608: INFO @log_variables: 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01:32:22.070: INFO @main_loop : Epoch 459 done 2020-06-18 01:32:22.070: INFO @main_loop : Training epoch 460 2020-06-18 01:39:06.898: INFO @decay_lr : LR updated to `9.968215e-06` 2020-06-18 01:39:06.914: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 01:39:06.914: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 01:39:06.914: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 01:39:06.914: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-18 01:39:06.914: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-18 01:39:06.914: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-18 01:39:06.914: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-18 01:39:06.915: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-18 01:39:06.915: INFO @log_variables: plain_train face_fp mean: nan 2020-06-18 01:39:06.915: INFO @log_variables: plain_train face_fn mean: nan 2020-06-18 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@log_variables: valid body_box_recall mean: 0.873340 2020-06-18 01:39:06.915: INFO @log_variables: valid face_box_precision mean: 0.480488 2020-06-18 01:39:06.915: INFO @log_variables: valid face_fp mean: 1.154774 2020-06-18 01:39:06.915: INFO @log_variables: valid face_fn mean: 0.651821 2020-06-18 01:39:06.915: INFO @log_variables: valid body_fp mean: 1.340797 2020-06-18 01:39:06.915: INFO @log_variables: valid body_fn mean: 0.889026 2020-06-18 01:39:06.915: INFO @log_variables: valid body_box_precision mean: 0.824084 2020-06-18 01:39:06.916: INFO @log_variables: valid loss mean: 1.316935 2020-06-18 01:39:06.916: INFO @log_variables: valid localisation_loss mean: 1.058347 2020-06-18 01:39:06.916: INFO @log_variables: valid classification_loss mean: 0.681927 2020-06-18 01:39:06.916: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-18 01:39:06.919: INFO @log_profile : T plain_train: 343.993111 2020-06-18 01:39:06.919: INFO @log_profile : T valid: 20.513012 2020-06-18 01:39:06.919: INFO @log_profile : T read data: 10.659497 2020-06-18 01:39:06.919: INFO @log_profile : T hooks: 27.647542 2020-06-18 01:39:06.919: INFO @main_loop : Epoch 460 done 2020-06-18 01:39:06.919: INFO @main_loop : Training epoch 461 2020-06-18 01:45:52.498: INFO @decay_lr : LR updated to `9.9183735e-06` 2020-06-18 01:45:52.514: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 01:45:52.514: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 01:45:52.514: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 01:45:52.514: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-18 01:45:52.514: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-18 01:45:52.514: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-18 01:45:52.514: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-18 01:45:52.514: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-18 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./log/DetectionBodyFace-overheadAll-headCovered 2020-06-18 01:45:52.518: INFO @log_profile : T plain_train: 343.876132 2020-06-18 01:45:52.519: INFO @log_profile : T valid: 20.609945 2020-06-18 01:45:52.519: INFO @log_profile : T read data: 10.706485 2020-06-18 01:45:52.519: INFO @log_profile : T hooks: 28.366324 2020-06-18 01:45:52.519: INFO @main_loop : Epoch 461 done 2020-06-18 01:45:52.519: INFO @main_loop : Training epoch 462 2020-06-18 01:52:37.586: INFO @decay_lr : LR updated to `9.8687815e-06` 2020-06-18 01:52:37.602: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 01:52:37.602: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 01:52:37.602: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 01:52:37.602: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-18 01:52:37.602: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-18 01:52:37.602: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-18 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@log_variables: valid box_precision mean: 0.762432 2020-06-18 01:52:37.603: INFO @log_variables: valid face_box_f1 mean: 0.502892 2020-06-18 01:52:37.603: INFO @log_variables: valid body_box_f1 mean: 0.835102 2020-06-18 01:52:37.603: INFO @log_variables: valid face_box_recall mean: 0.571427 2020-06-18 01:52:37.603: INFO @log_variables: valid body_box_recall mean: 0.873994 2020-06-18 01:52:37.603: INFO @log_variables: valid face_box_precision mean: 0.479433 2020-06-18 01:52:37.603: INFO @log_variables: valid face_fp mean: 1.203002 2020-06-18 01:52:37.603: INFO @log_variables: valid face_fn mean: 0.648130 2020-06-18 01:52:37.603: INFO @log_variables: valid body_fp mean: 1.334154 2020-06-18 01:52:37.603: INFO @log_variables: valid body_fn mean: 0.894685 2020-06-18 01:52:37.603: INFO @log_variables: valid body_box_precision mean: 0.823823 2020-06-18 01:52:37.603: INFO @log_variables: valid loss mean: 1.307227 2020-06-18 01:52:37.603: INFO @log_variables: valid localisation_loss mean: 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@log_variables: valid box_f1 mean: 0.791859 2020-06-18 01:59:22.493: INFO @log_variables: valid box_recall mean: 0.850494 2020-06-18 01:59:22.493: INFO @log_variables: valid box_precision mean: 0.762134 2020-06-18 01:59:22.493: INFO @log_variables: valid face_box_f1 mean: 0.502819 2020-06-18 01:59:22.493: INFO @log_variables: valid body_box_f1 mean: 0.836387 2020-06-18 01:59:22.493: INFO @log_variables: valid face_box_recall mean: 0.574942 2020-06-18 01:59:22.493: INFO @log_variables: valid body_box_recall mean: 0.874832 2020-06-18 01:59:22.493: INFO @log_variables: valid face_box_precision mean: 0.476901 2020-06-18 01:59:22.493: INFO @log_variables: valid face_fp mean: 1.234006 2020-06-18 01:59:22.493: INFO @log_variables: valid face_fn mean: 0.631398 2020-06-18 01:59:22.493: INFO @log_variables: valid body_fp mean: 1.318406 2020-06-18 01:59:22.493: INFO @log_variables: valid body_fn mean: 0.890010 2020-06-18 01:59:22.493: INFO @log_variables: valid body_box_precision mean: 0.825432 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02:12:53.021: INFO @main_loop : Training epoch 466 2020-06-18 02:19:38.301: INFO @decay_lr : LR updated to `9.672882e-06` 2020-06-18 02:19:38.318: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 02:19:38.318: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 02:19:38.318: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 02:19:38.318: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-18 02:19:38.318: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-18 02:19:38.318: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-18 02:19:38.318: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-18 02:19:38.318: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-18 02:19:38.318: INFO @log_variables: plain_train face_fp mean: nan 2020-06-18 02:19:38.318: INFO @log_variables: plain_train face_fn mean: nan 2020-06-18 02:19:38.318: INFO @log_variables: plain_train body_fp mean: nan 2020-06-18 02:19:38.318: INFO @log_variables: plain_train body_fn mean: nan 2020-06-18 02:19:38.318: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-18 02:19:38.318: INFO @log_variables: plain_train loss mean: 1.224408 2020-06-18 02:19:38.318: INFO @log_variables: plain_train localisation_loss mean: 0.991261 2020-06-18 02:19:38.318: INFO @log_variables: plain_train classification_loss mean: 0.629651 2020-06-18 02:19:38.318: INFO @log_variables: valid box_f1 mean: 0.793493 2020-06-18 02:19:38.319: INFO @log_variables: valid box_recall mean: 0.846898 2020-06-18 02:19:38.319: INFO @log_variables: valid box_precision mean: 0.768519 2020-06-18 02:19:38.319: INFO @log_variables: valid face_box_f1 mean: 0.504370 2020-06-18 02:19:38.319: INFO @log_variables: valid body_box_f1 mean: 0.835907 2020-06-18 02:19:38.319: INFO @log_variables: valid face_box_recall mean: 0.570114 2020-06-18 02:19:38.319: INFO @log_variables: valid body_box_recall mean: 0.872338 2020-06-18 02:19:38.319: INFO @log_variables: valid face_box_precision mean: 0.481715 2020-06-18 02:19:38.319: INFO @log_variables: valid face_fp mean: 1.163878 2020-06-18 02:19:38.319: INFO @log_variables: valid face_fn mean: 0.647392 2020-06-18 02:19:38.319: INFO @log_variables: valid body_fp mean: 1.303888 2020-06-18 02:19:38.319: INFO @log_variables: valid body_fn mean: 0.902559 2020-06-18 02:19:38.319: INFO @log_variables: valid body_box_precision mean: 0.826758 2020-06-18 02:19:38.319: INFO @log_variables: valid loss mean: 1.301947 2020-06-18 02:19:38.319: INFO @log_variables: valid localisation_loss mean: 1.048621 2020-06-18 02:19:38.319: INFO @log_variables: valid classification_loss mean: 0.672774 2020-06-18 02:19:38.319: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-18 02:19:38.322: INFO @log_profile : T plain_train: 343.667437 2020-06-18 02:19:38.322: INFO @log_profile : T valid: 20.500132 2020-06-18 02:19:38.322: INFO @log_profile : T read data: 10.665274 2020-06-18 02:19:38.322: INFO @log_profile : T hooks: 28.427174 2020-06-18 02:19:38.322: INFO @main_loop : Epoch 466 done 2020-06-18 02:19:38.322: INFO @main_loop : Training epoch 467 2020-06-18 02:26:23.129: INFO @decay_lr : LR updated to `9.624518e-06` 2020-06-18 02:26:23.146: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 02:26:23.146: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 02:26:23.146: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 02:26:23.146: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-18 02:26:23.146: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-18 02:26:23.146: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-18 02:26:23.146: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-18 02:26:23.146: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-18 02:26:23.146: INFO @log_variables: plain_train face_fp mean: nan 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@log_variables: valid face_box_recall mean: 0.571632 2020-06-18 02:26:23.147: INFO @log_variables: valid body_box_recall mean: 0.868202 2020-06-18 02:26:23.147: INFO @log_variables: valid face_box_precision mean: 0.485809 2020-06-18 02:26:23.147: INFO @log_variables: valid face_fp mean: 1.123278 2020-06-18 02:26:23.147: INFO @log_variables: valid face_fn mean: 0.637795 2020-06-18 02:26:23.147: INFO @log_variables: valid body_fp mean: 1.241388 2020-06-18 02:26:23.147: INFO @log_variables: valid body_fn mean: 0.934055 2020-06-18 02:26:23.147: INFO @log_variables: valid body_box_precision mean: 0.831807 2020-06-18 02:26:23.147: INFO @log_variables: valid loss mean: 1.313429 2020-06-18 02:26:23.147: INFO @log_variables: valid localisation_loss mean: 1.050825 2020-06-18 02:26:23.147: INFO @log_variables: valid classification_loss mean: 0.682934 2020-06-18 02:26:23.147: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-18 02:26:23.150: INFO @log_profile : T plain_train: 343.619947 2020-06-18 02:26:23.150: INFO @log_profile : T valid: 20.500299 2020-06-18 02:26:23.150: INFO @log_profile : T read data: 10.851742 2020-06-18 02:26:23.150: INFO @log_profile : T hooks: 27.814065 2020-06-18 02:26:23.151: INFO @main_loop : Epoch 467 done 2020-06-18 02:26:23.151: INFO @main_loop : Training epoch 468 2020-06-18 02:33:07.255: INFO @decay_lr : LR updated to `9.576395e-06` 2020-06-18 02:33:07.271: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 02:33:07.271: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 02:33:07.271: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 02:33:07.271: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-18 02:33:07.271: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-18 02:33:07.271: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-18 02:33:07.271: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-18 02:33:07.272: 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02:33:07.273: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-18 02:33:07.276: INFO @log_profile : T plain_train: 343.272701 2020-06-18 02:33:07.276: INFO @log_profile : T valid: 20.361446 2020-06-18 02:33:07.276: INFO @log_profile : T read data: 10.686294 2020-06-18 02:33:07.276: INFO @log_profile : T hooks: 27.763374 2020-06-18 02:33:07.276: INFO @main_loop : Epoch 468 done 2020-06-18 02:33:07.276: INFO @main_loop : Training epoch 469 2020-06-18 02:39:52.878: INFO @decay_lr : LR updated to `9.528513e-06` 2020-06-18 02:39:52.894: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 02:39:52.894: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 02:39:52.894: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 02:39:52.894: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-18 02:39:52.894: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-18 02:39:52.894: INFO @log_variables: 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mean: 0.849163 2020-06-18 02:39:52.895: INFO @log_variables: valid box_precision mean: 0.759268 2020-06-18 02:39:52.895: INFO @log_variables: valid face_box_f1 mean: 0.501880 2020-06-18 02:39:52.895: INFO @log_variables: valid body_box_f1 mean: 0.833879 2020-06-18 02:39:52.895: INFO @log_variables: valid face_box_recall mean: 0.574536 2020-06-18 02:39:52.895: INFO @log_variables: valid body_box_recall mean: 0.873273 2020-06-18 02:39:52.895: INFO @log_variables: valid face_box_precision mean: 0.475338 2020-06-18 02:39:52.895: INFO @log_variables: valid face_fp mean: 1.262549 2020-06-18 02:39:52.895: INFO @log_variables: valid face_fn mean: 0.631398 2020-06-18 02:39:52.895: INFO @log_variables: valid body_fp mean: 1.332923 2020-06-18 02:39:52.895: INFO @log_variables: valid body_fn mean: 0.889272 2020-06-18 02:39:52.895: INFO @log_variables: valid body_box_precision mean: 0.821932 2020-06-18 02:39:52.895: INFO @log_variables: valid loss mean: 1.307664 2020-06-18 02:39:52.895: INFO @log_variables: valid localisation_loss mean: 1.052632 2020-06-18 02:39:52.895: INFO @log_variables: valid classification_loss mean: 0.676085 2020-06-18 02:39:52.895: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-18 02:39:52.898: INFO @log_profile : T plain_train: 344.439158 2020-06-18 02:39:52.898: INFO @log_profile : T valid: 20.532072 2020-06-18 02:39:52.898: INFO @log_profile : T read data: 10.776644 2020-06-18 02:39:52.898: INFO @log_profile : T hooks: 27.835742 2020-06-18 02:39:52.898: INFO @main_loop : Epoch 469 done 2020-06-18 02:39:52.898: INFO @main_loop : Training epoch 470 2020-06-18 02:46:37.395: INFO @decay_lr : LR updated to `9.48087e-06` 2020-06-18 02:46:37.412: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 02:46:37.412: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 02:46:37.412: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 02:46:37.412: INFO @log_variables: plain_train 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0.627843 2020-06-18 02:46:37.413: INFO @log_variables: valid box_f1 mean: 0.790765 2020-06-18 02:46:37.413: INFO @log_variables: valid box_recall mean: 0.846887 2020-06-18 02:46:37.413: INFO @log_variables: valid box_precision mean: 0.763525 2020-06-18 02:46:37.413: INFO @log_variables: valid face_box_f1 mean: 0.500582 2020-06-18 02:46:37.413: INFO @log_variables: valid body_box_f1 mean: 0.835127 2020-06-18 02:46:37.413: INFO @log_variables: valid face_box_recall mean: 0.569060 2020-06-18 02:46:37.413: INFO @log_variables: valid body_box_recall mean: 0.872963 2020-06-18 02:46:37.413: INFO @log_variables: valid face_box_precision mean: 0.476377 2020-06-18 02:46:37.413: INFO @log_variables: valid face_fp mean: 1.205709 2020-06-18 02:46:37.413: INFO @log_variables: valid face_fn mean: 0.648376 2020-06-18 02:46:37.413: INFO @log_variables: valid body_fp mean: 1.304134 2020-06-18 02:46:37.413: INFO @log_variables: valid body_fn mean: 0.896654 2020-06-18 02:46:37.413: INFO @log_variables: 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@log_variables: plain_train localisation_loss mean: 0.983372 2020-06-18 02:53:22.239: INFO @log_variables: plain_train classification_loss mean: 0.625003 2020-06-18 02:53:22.239: INFO @log_variables: valid box_f1 mean: 0.792032 2020-06-18 02:53:22.239: INFO @log_variables: valid box_recall mean: 0.846784 2020-06-18 02:53:22.239: INFO @log_variables: valid box_precision mean: 0.765705 2020-06-18 02:53:22.239: INFO @log_variables: valid face_box_f1 mean: 0.501351 2020-06-18 02:53:22.239: INFO @log_variables: valid body_box_f1 mean: 0.835865 2020-06-18 02:53:22.239: INFO @log_variables: valid face_box_recall mean: 0.567178 2020-06-18 02:53:22.239: INFO @log_variables: valid body_box_recall mean: 0.873853 2020-06-18 02:53:22.239: INFO @log_variables: valid face_box_precision mean: 0.478596 2020-06-18 02:53:22.239: INFO @log_variables: valid face_fp mean: 1.178642 2020-06-18 02:53:22.239: INFO @log_variables: valid face_fn mean: 0.649852 2020-06-18 02:53:22.239: INFO @log_variables: valid 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03:00:07.001: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 03:00:07.001: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 03:00:07.001: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 03:00:07.001: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-18 03:00:07.001: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-18 03:00:07.001: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-18 03:00:07.001: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-18 03:00:07.002: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-18 03:00:07.002: INFO @log_variables: plain_train face_fp mean: nan 2020-06-18 03:00:07.002: INFO @log_variables: plain_train face_fn mean: nan 2020-06-18 03:00:07.002: INFO @log_variables: plain_train body_fp mean: nan 2020-06-18 03:00:07.002: INFO @log_variables: plain_train body_fn mean: nan 2020-06-18 03:00:07.002: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-18 03:00:07.002: INFO @log_variables: plain_train loss mean: 1.219894 2020-06-18 03:00:07.002: INFO @log_variables: plain_train localisation_loss mean: 0.988950 2020-06-18 03:00:07.002: INFO @log_variables: plain_train classification_loss mean: 0.626524 2020-06-18 03:00:07.002: INFO @log_variables: valid box_f1 mean: 0.789955 2020-06-18 03:00:07.002: INFO @log_variables: valid box_recall mean: 0.849254 2020-06-18 03:00:07.002: INFO @log_variables: valid box_precision mean: 0.760156 2020-06-18 03:00:07.002: INFO @log_variables: valid face_box_f1 mean: 0.501388 2020-06-18 03:00:07.002: INFO @log_variables: valid body_box_f1 mean: 0.834478 2020-06-18 03:00:07.002: INFO @log_variables: valid face_box_recall mean: 0.571641 2020-06-18 03:00:07.002: INFO @log_variables: valid body_box_recall mean: 0.874521 2020-06-18 03:00:07.002: INFO @log_variables: valid face_box_precision mean: 0.475749 2020-06-18 03:00:07.002: INFO @log_variables: valid face_fp mean: 1.219980 2020-06-18 03:00:07.002: INFO @log_variables: valid face_fn mean: 0.639764 2020-06-18 03:00:07.002: INFO @log_variables: valid body_fp mean: 1.334154 2020-06-18 03:00:07.002: INFO @log_variables: valid body_fn mean: 0.881890 2020-06-18 03:00:07.002: INFO @log_variables: valid body_box_precision mean: 0.822190 2020-06-18 03:00:07.003: INFO @log_variables: valid loss mean: 1.305014 2020-06-18 03:00:07.003: INFO @log_variables: valid localisation_loss mean: 1.054455 2020-06-18 03:00:07.003: INFO @log_variables: valid classification_loss mean: 0.672341 2020-06-18 03:00:07.003: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-18 03:00:07.006: INFO @log_profile : T plain_train: 343.459584 2020-06-18 03:00:07.006: INFO @log_profile : T valid: 20.362079 2020-06-18 03:00:07.006: INFO @log_profile : T read data: 10.677470 2020-06-18 03:00:07.006: INFO @log_profile : T hooks: 28.223274 2020-06-18 03:00:07.006: INFO @main_loop : Epoch 472 done 2020-06-18 03:00:07.006: INFO @main_loop : Training epoch 473 2020-06-18 03:06:52.082: INFO @decay_lr : LR updated to `9.339366e-06` 2020-06-18 03:06:52.099: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 03:06:52.099: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 03:06:52.099: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 03:06:52.099: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-18 03:06:52.099: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-18 03:06:52.099: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-18 03:06:52.099: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-18 03:06:52.099: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-18 03:06:52.099: INFO @log_variables: plain_train face_fp mean: nan 2020-06-18 03:06:52.099: INFO @log_variables: plain_train face_fn mean: nan 2020-06-18 03:06:52.099: INFO @log_variables: plain_train 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read data: 10.632339 2020-06-18 03:06:52.104: INFO @log_profile : T hooks: 28.130049 2020-06-18 03:06:52.104: INFO @main_loop : Epoch 473 done 2020-06-18 03:06:52.104: INFO @main_loop : Training epoch 474 2020-06-18 03:13:38.058: INFO @decay_lr : LR updated to `9.292669e-06` 2020-06-18 03:13:38.074: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 03:13:38.074: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 03:13:38.074: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 03:13:38.074: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-18 03:13:38.074: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-18 03:13:38.074: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-18 03:13:38.074: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-18 03:13:38.074: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-18 03:13:38.074: INFO @log_variables: plain_train face_fp mean: 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INFO @log_variables: valid face_box_recall mean: 0.570449 2020-06-18 03:13:38.075: INFO @log_variables: valid body_box_recall mean: 0.874104 2020-06-18 03:13:38.075: INFO @log_variables: valid face_box_precision mean: 0.482637 2020-06-18 03:13:38.075: INFO @log_variables: valid face_fp mean: 1.168553 2020-06-18 03:13:38.075: INFO @log_variables: valid face_fn mean: 0.649114 2020-06-18 03:13:38.075: INFO @log_variables: valid body_fp mean: 1.360974 2020-06-18 03:13:38.075: INFO @log_variables: valid body_fn mean: 0.889272 2020-06-18 03:13:38.075: INFO @log_variables: valid body_box_precision mean: 0.820064 2020-06-18 03:13:38.075: INFO @log_variables: valid loss mean: 1.306635 2020-06-18 03:13:38.075: INFO @log_variables: valid localisation_loss mean: 1.052775 2020-06-18 03:13:38.075: INFO @log_variables: valid classification_loss mean: 0.674969 2020-06-18 03:13:38.075: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-18 03:13:38.078: INFO @log_profile : T plain_train: 344.306890 2020-06-18 03:13:38.079: INFO @log_profile : T valid: 20.658355 2020-06-18 03:13:38.079: INFO @log_profile : T read data: 10.760119 2020-06-18 03:13:38.079: INFO @log_profile : T hooks: 28.198801 2020-06-18 03:13:38.079: INFO @main_loop : Epoch 474 done 2020-06-18 03:13:38.079: INFO @main_loop : Training epoch 475 2020-06-18 03:20:22.790: INFO @decay_lr : LR updated to `9.246206e-06` 2020-06-18 03:20:22.806: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 03:20:22.807: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 03:20:22.807: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 03:20:22.807: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-18 03:20:22.807: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-18 03:20:22.807: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-18 03:20:22.807: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-18 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@log_variables: valid face_box_f1 mean: 0.501557 2020-06-18 03:20:22.807: INFO @log_variables: valid body_box_f1 mean: 0.835749 2020-06-18 03:20:22.807: INFO @log_variables: valid face_box_recall mean: 0.574566 2020-06-18 03:20:22.808: INFO @log_variables: valid body_box_recall mean: 0.876699 2020-06-18 03:20:22.808: INFO @log_variables: valid face_box_precision mean: 0.475398 2020-06-18 03:20:22.808: INFO @log_variables: valid face_fp mean: 1.241634 2020-06-18 03:20:22.808: INFO @log_variables: valid face_fn mean: 0.628937 2020-06-18 03:20:22.808: INFO @log_variables: valid body_fp mean: 1.361467 2020-06-18 03:20:22.808: INFO @log_variables: valid body_fn mean: 0.860974 2020-06-18 03:20:22.808: INFO @log_variables: valid body_box_precision mean: 0.822227 2020-06-18 03:20:22.808: INFO @log_variables: valid loss mean: 1.304164 2020-06-18 03:20:22.808: INFO @log_variables: valid localisation_loss mean: 1.050233 2020-06-18 03:20:22.808: INFO @log_variables: valid classification_loss mean: 0.674024 2020-06-18 03:20:22.808: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-18 03:20:22.811: INFO @log_profile : T plain_train: 344.105939 2020-06-18 03:20:22.811: INFO @log_profile : T valid: 20.277871 2020-06-18 03:20:22.811: INFO @log_profile : T read data: 10.686834 2020-06-18 03:20:22.811: INFO @log_profile : T hooks: 27.615361 2020-06-18 03:20:22.811: INFO @main_loop : Epoch 475 done 2020-06-18 03:20:22.811: INFO @main_loop : Training epoch 476 2020-06-18 03:27:08.190: INFO @decay_lr : LR updated to `9.199975e-06` 2020-06-18 03:27:08.206: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 03:27:08.206: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 03:27:08.206: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 03:27:08.206: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-18 03:27:08.206: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-18 03:27:08.206: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-18 03:27:08.207: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-18 03:27:08.207: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-18 03:27:08.207: INFO @log_variables: plain_train face_fp mean: nan 2020-06-18 03:27:08.207: INFO @log_variables: plain_train face_fn mean: nan 2020-06-18 03:27:08.207: INFO @log_variables: plain_train body_fp mean: nan 2020-06-18 03:27:08.207: INFO @log_variables: plain_train body_fn mean: nan 2020-06-18 03:27:08.207: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-18 03:27:08.207: INFO @log_variables: plain_train loss mean: 1.217727 2020-06-18 03:27:08.207: INFO @log_variables: plain_train localisation_loss mean: 0.985679 2020-06-18 03:27:08.207: INFO @log_variables: plain_train classification_loss mean: 0.626320 2020-06-18 03:27:08.207: INFO @log_variables: valid box_f1 mean: 0.793289 2020-06-18 03:27:08.207: INFO @log_variables: valid box_recall mean: 0.847042 2020-06-18 03:27:08.207: INFO @log_variables: valid box_precision mean: 0.767858 2020-06-18 03:27:08.207: INFO @log_variables: valid face_box_f1 mean: 0.506527 2020-06-18 03:27:08.207: INFO @log_variables: valid body_box_f1 mean: 0.835435 2020-06-18 03:27:08.207: INFO @log_variables: valid face_box_recall mean: 0.572737 2020-06-18 03:27:08.207: INFO @log_variables: valid body_box_recall mean: 0.871482 2020-06-18 03:27:08.207: INFO @log_variables: valid face_box_precision mean: 0.483839 2020-06-18 03:27:08.207: INFO @log_variables: valid face_fp mean: 1.158219 2020-06-18 03:27:08.207: INFO @log_variables: valid face_fn mean: 0.638041 2020-06-18 03:27:08.208: INFO @log_variables: valid body_fp mean: 1.295030 2020-06-18 03:27:08.208: INFO @log_variables: valid body_fn mean: 0.904774 2020-06-18 03:27:08.208: INFO @log_variables: valid body_box_precision mean: 0.826221 2020-06-18 03:27:08.208: INFO @log_variables: valid loss mean: 1.319807 2020-06-18 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03:33:53.472: INFO @log_variables: valid body_box_precision mean: 0.830072 2020-06-18 03:33:53.472: INFO @log_variables: valid loss mean: 1.317356 2020-06-18 03:33:53.472: INFO @log_variables: valid localisation_loss mean: 1.054143 2020-06-18 03:33:53.472: INFO @log_variables: valid classification_loss mean: 0.684871 2020-06-18 03:33:53.472: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-18 03:33:53.475: INFO @log_profile : T plain_train: 343.466157 2020-06-18 03:33:53.475: INFO @log_profile : T valid: 20.730244 2020-06-18 03:33:53.475: INFO @log_profile : T read data: 10.967621 2020-06-18 03:33:53.475: INFO @log_profile : T hooks: 28.061565 2020-06-18 03:33:53.475: INFO @main_loop : Epoch 477 done 2020-06-18 03:33:53.475: INFO @main_loop : Training epoch 478 2020-06-18 03:40:39.215: INFO @decay_lr : LR updated to `9.108205e-06` 2020-06-18 03:40:39.231: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 03:40:39.231: INFO @log_variables: 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2020-06-18 03:40:39.232: INFO @log_variables: plain_train localisation_loss mean: 0.983925 2020-06-18 03:40:39.232: INFO @log_variables: plain_train classification_loss mean: 0.625766 2020-06-18 03:40:39.232: INFO @log_variables: valid box_f1 mean: 0.794090 2020-06-18 03:40:39.232: INFO @log_variables: valid box_recall mean: 0.847853 2020-06-18 03:40:39.232: INFO @log_variables: valid box_precision mean: 0.768570 2020-06-18 03:40:39.232: INFO @log_variables: valid face_box_f1 mean: 0.505680 2020-06-18 03:40:39.232: INFO @log_variables: valid body_box_f1 mean: 0.836145 2020-06-18 03:40:39.232: INFO @log_variables: valid face_box_recall mean: 0.568990 2020-06-18 03:40:39.232: INFO @log_variables: valid body_box_recall mean: 0.874039 2020-06-18 03:40:39.233: INFO @log_variables: valid face_box_precision mean: 0.484685 2020-06-18 03:40:39.233: INFO @log_variables: valid face_fp mean: 1.128445 2020-06-18 03:40:39.233: INFO @log_variables: valid face_fn mean: 0.648868 2020-06-18 03:40:39.233: INFO @log_variables: valid body_fp mean: 1.310285 2020-06-18 03:40:39.233: INFO @log_variables: valid body_fn mean: 0.885335 2020-06-18 03:40:39.233: INFO @log_variables: valid body_box_precision mean: 0.825237 2020-06-18 03:40:39.233: INFO @log_variables: valid loss mean: 1.308455 2020-06-18 03:40:39.233: INFO @log_variables: valid localisation_loss mean: 1.050432 2020-06-18 03:40:39.233: INFO @log_variables: valid classification_loss mean: 0.678195 2020-06-18 03:40:39.233: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-18 03:40:39.236: INFO @log_profile : T plain_train: 344.482715 2020-06-18 03:40:39.236: INFO @log_profile : T valid: 20.445220 2020-06-18 03:40:39.236: INFO @log_profile : T read data: 10.865913 2020-06-18 03:40:39.236: INFO @log_profile : T hooks: 27.930766 2020-06-18 03:40:39.236: INFO @main_loop : Epoch 478 done 2020-06-18 03:40:39.236: INFO @main_loop : Training epoch 479 2020-06-18 03:47:24.630: INFO @decay_lr : LR updated to `9.062664e-06` 2020-06-18 03:47:24.646: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 03:47:24.646: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 03:47:24.646: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 03:47:24.646: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-18 03:47:24.646: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-18 03:47:24.646: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-18 03:47:24.647: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-18 03:47:24.647: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-18 03:47:24.647: INFO @log_variables: plain_train face_fp mean: nan 2020-06-18 03:47:24.647: INFO @log_variables: plain_train face_fn mean: nan 2020-06-18 03:47:24.647: INFO @log_variables: plain_train body_fp mean: nan 2020-06-18 03:47:24.647: INFO @log_variables: plain_train body_fn mean: nan 2020-06-18 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03:47:24.647: INFO @log_variables: valid face_fp mean: 1.157480 2020-06-18 03:47:24.647: INFO @log_variables: valid face_fn mean: 0.649360 2020-06-18 03:47:24.647: INFO @log_variables: valid body_fp mean: 1.294537 2020-06-18 03:47:24.647: INFO @log_variables: valid body_fn mean: 0.892470 2020-06-18 03:47:24.648: INFO @log_variables: valid body_box_precision mean: 0.826080 2020-06-18 03:47:24.648: INFO @log_variables: valid loss mean: 1.305346 2020-06-18 03:47:24.648: INFO @log_variables: valid localisation_loss mean: 1.051966 2020-06-18 03:47:24.648: INFO @log_variables: valid classification_loss mean: 0.674167 2020-06-18 03:47:24.648: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-18 03:47:24.651: INFO @log_profile : T plain_train: 343.669916 2020-06-18 03:47:24.651: INFO @log_profile : T valid: 20.645300 2020-06-18 03:47:24.651: INFO @log_profile : T read data: 10.937488 2020-06-18 03:47:24.651: INFO @log_profile : T hooks: 28.109643 2020-06-18 03:47:24.651: INFO @main_loop : Epoch 479 done 2020-06-18 03:47:24.651: INFO @main_loop : Training epoch 480 2020-06-18 03:54:09.830: INFO @decay_lr : LR updated to `9.01735e-06` 2020-06-18 03:54:09.847: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 03:54:09.847: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 03:54:09.847: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 03:54:09.847: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-18 03:54:09.847: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-18 03:54:09.847: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-18 03:54:09.847: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-18 03:54:09.847: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-18 03:54:09.847: INFO @log_variables: plain_train face_fp mean: nan 2020-06-18 03:54:09.847: INFO @log_variables: plain_train face_fn mean: nan 2020-06-18 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@log_variables: valid body_box_recall mean: 0.876875 2020-06-18 03:54:09.848: INFO @log_variables: valid face_box_precision mean: 0.465712 2020-06-18 03:54:09.848: INFO @log_variables: valid face_fp mean: 1.315699 2020-06-18 03:54:09.848: INFO @log_variables: valid face_fn mean: 0.626476 2020-06-18 03:54:09.848: INFO @log_variables: valid body_fp mean: 1.401821 2020-06-18 03:54:09.848: INFO @log_variables: valid body_fn mean: 0.871555 2020-06-18 03:54:09.848: INFO @log_variables: valid body_box_precision mean: 0.816289 2020-06-18 03:54:09.848: INFO @log_variables: valid loss mean: 1.294001 2020-06-18 03:54:09.849: INFO @log_variables: valid localisation_loss mean: 1.046808 2020-06-18 03:54:09.849: INFO @log_variables: valid classification_loss mean: 0.665916 2020-06-18 03:54:09.849: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-18 03:54:09.852: INFO @log_profile : T plain_train: 344.104193 2020-06-18 03:54:09.852: INFO @log_profile : T valid: 20.506164 2020-06-18 03:54:09.852: INFO @log_profile : T read data: 10.714682 2020-06-18 03:54:09.852: INFO @log_profile : T hooks: 27.830171 2020-06-18 03:54:09.852: INFO @main_loop : Epoch 480 done 2020-06-18 03:54:09.852: INFO @main_loop : Training epoch 481 2020-06-18 04:00:55.354: INFO @decay_lr : LR updated to `8.9722635e-06` 2020-06-18 04:00:55.371: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 04:00:55.371: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 04:00:55.371: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 04:00:55.371: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-18 04:00:55.371: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-18 04:00:55.371: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-18 04:00:55.371: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-18 04:00:55.371: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-18 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valid body_box_f1 mean: 0.836828 2020-06-18 04:00:55.372: INFO @log_variables: valid face_box_recall mean: 0.567785 2020-06-18 04:00:55.372: INFO @log_variables: valid body_box_recall mean: 0.876705 2020-06-18 04:00:55.372: INFO @log_variables: valid face_box_precision mean: 0.482640 2020-06-18 04:00:55.372: INFO @log_variables: valid face_fp mean: 1.144439 2020-06-18 04:00:55.372: INFO @log_variables: valid face_fn mean: 0.645177 2020-06-18 04:00:55.372: INFO @log_variables: valid body_fp mean: 1.320374 2020-06-18 04:00:55.372: INFO @log_variables: valid body_fn mean: 0.874508 2020-06-18 04:00:55.372: INFO @log_variables: valid body_box_precision mean: 0.824171 2020-06-18 04:00:55.372: INFO @log_variables: valid loss mean: 1.301798 2020-06-18 04:00:55.372: INFO @log_variables: valid localisation_loss mean: 1.049039 2020-06-18 04:00:55.372: INFO @log_variables: valid classification_loss mean: 0.672374 2020-06-18 04:00:55.372: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-18 04:00:55.375: INFO @log_profile : T plain_train: 344.272780 2020-06-18 04:00:55.376: INFO @log_profile : T valid: 20.624828 2020-06-18 04:00:55.376: INFO @log_profile : T read data: 10.644421 2020-06-18 04:00:55.376: INFO @log_profile : T hooks: 27.929696 2020-06-18 04:00:55.376: INFO @main_loop : Epoch 481 done 2020-06-18 04:00:55.376: INFO @main_loop : Training epoch 482 2020-06-18 04:07:40.404: INFO @decay_lr : LR updated to `8.927402e-06` 2020-06-18 04:07:40.422: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 04:07:40.422: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 04:07:40.422: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 04:07:40.422: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-18 04:07:40.422: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-18 04:07:40.422: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-18 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@log_variables: valid box_precision mean: 0.768747 2020-06-18 04:07:40.423: INFO @log_variables: valid face_box_f1 mean: 0.504340 2020-06-18 04:07:40.423: INFO @log_variables: valid body_box_f1 mean: 0.835370 2020-06-18 04:07:40.423: INFO @log_variables: valid face_box_recall mean: 0.567199 2020-06-18 04:07:40.423: INFO @log_variables: valid body_box_recall mean: 0.872060 2020-06-18 04:07:40.423: INFO @log_variables: valid face_box_precision mean: 0.483207 2020-06-18 04:07:40.424: INFO @log_variables: valid face_fp mean: 1.140502 2020-06-18 04:07:40.424: INFO @log_variables: valid face_fn mean: 0.648376 2020-06-18 04:07:40.424: INFO @log_variables: valid body_fp mean: 1.289124 2020-06-18 04:07:40.424: INFO @log_variables: valid body_fn mean: 0.902067 2020-06-18 04:07:40.424: INFO @log_variables: valid body_box_precision mean: 0.825999 2020-06-18 04:07:40.424: INFO @log_variables: valid loss mean: 1.304753 2020-06-18 04:07:40.424: INFO @log_variables: valid localisation_loss mean: 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@log_variables: valid box_f1 mean: 0.793111 2020-06-18 04:14:25.309: INFO @log_variables: valid box_recall mean: 0.847131 2020-06-18 04:14:25.309: INFO @log_variables: valid box_precision mean: 0.767407 2020-06-18 04:14:25.310: INFO @log_variables: valid face_box_f1 mean: 0.502806 2020-06-18 04:14:25.310: INFO @log_variables: valid body_box_f1 mean: 0.836097 2020-06-18 04:14:25.310: INFO @log_variables: valid face_box_recall mean: 0.568815 2020-06-18 04:14:25.310: INFO @log_variables: valid body_box_recall mean: 0.873254 2020-06-18 04:14:25.310: INFO @log_variables: valid face_box_precision mean: 0.479997 2020-06-18 04:14:25.310: INFO @log_variables: valid face_fp mean: 1.160925 2020-06-18 04:14:25.310: INFO @log_variables: valid face_fn mean: 0.643701 2020-06-18 04:14:25.310: INFO @log_variables: valid body_fp mean: 1.301919 2020-06-18 04:14:25.310: INFO @log_variables: valid body_fn mean: 0.891240 2020-06-18 04:14:25.310: INFO @log_variables: valid body_box_precision mean: 0.825913 2020-06-18 04:14:25.310: INFO @log_variables: valid loss mean: 1.306876 2020-06-18 04:14:25.310: INFO @log_variables: valid localisation_loss mean: 1.057280 2020-06-18 04:14:25.310: INFO @log_variables: valid classification_loss mean: 0.672508 2020-06-18 04:14:25.310: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-18 04:14:25.313: INFO @log_profile : T plain_train: 343.914216 2020-06-18 04:14:25.313: INFO @log_profile : T valid: 20.352187 2020-06-18 04:14:25.313: INFO @log_profile : T read data: 10.830805 2020-06-18 04:14:25.313: INFO @log_profile : T hooks: 27.730504 2020-06-18 04:14:25.313: INFO @main_loop : Epoch 483 done 2020-06-18 04:14:25.313: INFO @main_loop : Training epoch 484 2020-06-18 04:21:10.213: INFO @decay_lr : LR updated to `8.83835e-06` 2020-06-18 04:21:10.229: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 04:21:10.229: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 04:21:10.229: INFO 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localisation_loss mean: 0.984363 2020-06-18 04:21:10.230: INFO @log_variables: plain_train classification_loss mean: 0.630379 2020-06-18 04:21:10.230: INFO @log_variables: valid box_f1 mean: 0.792934 2020-06-18 04:21:10.230: INFO @log_variables: valid box_recall mean: 0.845510 2020-06-18 04:21:10.230: INFO @log_variables: valid box_precision mean: 0.768679 2020-06-18 04:21:10.230: INFO @log_variables: valid face_box_f1 mean: 0.505848 2020-06-18 04:21:10.230: INFO @log_variables: valid body_box_f1 mean: 0.834812 2020-06-18 04:21:10.230: INFO @log_variables: valid face_box_recall mean: 0.573021 2020-06-18 04:21:10.230: INFO @log_variables: valid body_box_recall mean: 0.868928 2020-06-18 04:21:10.230: INFO @log_variables: valid face_box_precision mean: 0.481843 2020-06-18 04:21:10.230: INFO @log_variables: valid face_fp mean: 1.169045 2020-06-18 04:21:10.230: INFO @log_variables: valid face_fn mean: 0.635581 2020-06-18 04:21:10.230: INFO @log_variables: valid body_fp mean: 1.273376 2020-06-18 04:21:10.230: INFO @log_variables: valid body_fn mean: 0.924951 2020-06-18 04:21:10.230: INFO @log_variables: valid body_box_precision mean: 0.828200 2020-06-18 04:21:10.230: INFO @log_variables: valid loss mean: 1.311585 2020-06-18 04:21:10.230: INFO @log_variables: valid localisation_loss mean: 1.058784 2020-06-18 04:21:10.230: INFO @log_variables: valid classification_loss mean: 0.676314 2020-06-18 04:21:10.230: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-18 04:21:10.233: INFO @log_profile : T plain_train: 343.868747 2020-06-18 04:21:10.233: INFO @log_profile : T valid: 20.460570 2020-06-18 04:21:10.234: INFO @log_profile : T read data: 10.839015 2020-06-18 04:21:10.234: INFO @log_profile : T hooks: 27.701674 2020-06-18 04:21:10.234: INFO @main_loop : Epoch 484 done 2020-06-18 04:21:10.234: INFO @main_loop : Training epoch 485 2020-06-18 04:27:55.755: INFO @decay_lr : LR updated to `8.794159e-06` 2020-06-18 04:27:55.771: INFO 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04:27:55.776: INFO @main_loop : Training epoch 486 2020-06-18 04:34:41.313: INFO @decay_lr : LR updated to `8.7501885e-06` 2020-06-18 04:34:41.330: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 04:34:41.330: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 04:34:41.330: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 04:34:41.330: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-18 04:34:41.330: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-18 04:34:41.330: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-18 04:34:41.330: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-18 04:34:41.330: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-18 04:34:41.330: INFO @log_variables: plain_train face_fp mean: nan 2020-06-18 04:34:41.330: INFO @log_variables: plain_train face_fn mean: nan 2020-06-18 04:34:41.330: INFO @log_variables: plain_train body_fp mean: 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04:34:41.331: INFO @log_variables: valid face_box_precision mean: 0.473846 2020-06-18 04:34:41.331: INFO @log_variables: valid face_fp mean: 1.200541 2020-06-18 04:34:41.331: INFO @log_variables: valid face_fn mean: 0.656004 2020-06-18 04:34:41.331: INFO @log_variables: valid body_fp mean: 1.315945 2020-06-18 04:34:41.331: INFO @log_variables: valid body_fn mean: 0.882874 2020-06-18 04:34:41.331: INFO @log_variables: valid body_box_precision mean: 0.825195 2020-06-18 04:34:41.331: INFO @log_variables: valid loss mean: 1.312079 2020-06-18 04:34:41.331: INFO @log_variables: valid localisation_loss mean: 1.054791 2020-06-18 04:34:41.331: INFO @log_variables: valid classification_loss mean: 0.679205 2020-06-18 04:34:41.331: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-18 04:34:41.334: INFO @log_profile : T plain_train: 344.312449 2020-06-18 04:34:41.334: INFO @log_profile : T valid: 20.664938 2020-06-18 04:34:41.334: INFO @log_profile : T read data: 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@log_variables: valid face_box_recall mean: 0.570586 2020-06-18 04:41:26.133: INFO @log_variables: valid body_box_recall mean: 0.875517 2020-06-18 04:41:26.133: INFO @log_variables: valid face_box_precision mean: 0.478149 2020-06-18 04:41:26.133: INFO @log_variables: valid face_fp mean: 1.189961 2020-06-18 04:41:26.133: INFO @log_variables: valid face_fn mean: 0.639518 2020-06-18 04:41:26.133: INFO @log_variables: valid body_fp mean: 1.331447 2020-06-18 04:41:26.133: INFO @log_variables: valid body_fn mean: 0.890502 2020-06-18 04:41:26.133: INFO @log_variables: valid body_box_precision mean: 0.823095 2020-06-18 04:41:26.133: INFO @log_variables: valid loss mean: 1.297818 2020-06-18 04:41:26.133: INFO @log_variables: valid localisation_loss mean: 1.049858 2020-06-18 04:41:26.133: INFO @log_variables: valid classification_loss mean: 0.667903 2020-06-18 04:41:26.133: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-18 04:41:26.136: INFO @log_profile : T plain_train: 343.723846 2020-06-18 04:41:26.136: INFO @log_profile : T valid: 20.453961 2020-06-18 04:41:26.136: INFO @log_profile : T read data: 10.826659 2020-06-18 04:41:26.136: INFO @log_profile : T hooks: 27.736738 2020-06-18 04:41:26.136: INFO @main_loop : Epoch 487 done 2020-06-18 04:41:26.136: INFO @main_loop : Training epoch 488 2020-06-18 04:48:11.714: INFO @decay_lr : LR updated to `8.662905e-06` 2020-06-18 04:48:11.729: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 04:48:11.730: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 04:48:11.730: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 04:48:11.730: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-18 04:48:11.730: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-18 04:48:11.730: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-18 04:48:11.730: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-18 04:48:11.730: 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04:48:11.731: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-18 04:48:11.734: INFO @log_profile : T plain_train: 344.325723 2020-06-18 04:48:11.734: INFO @log_profile : T valid: 20.189418 2020-06-18 04:48:11.734: INFO @log_profile : T read data: 11.022457 2020-06-18 04:48:11.734: INFO @log_profile : T hooks: 28.006067 2020-06-18 04:48:11.734: INFO @main_loop : Epoch 488 done 2020-06-18 04:48:11.734: INFO @main_loop : Training epoch 489 2020-06-18 04:54:56.782: INFO @decay_lr : LR updated to `8.6195905e-06` 2020-06-18 04:54:56.798: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 04:54:56.798: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 04:54:56.798: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 04:54:56.799: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-18 04:54:56.799: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-18 04:54:56.799: INFO @log_variables: 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@log_variables: valid localisation_loss mean: 1.053756 2020-06-18 04:54:56.800: INFO @log_variables: valid classification_loss mean: 0.674825 2020-06-18 04:54:56.800: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-18 04:54:56.803: INFO @log_profile : T plain_train: 343.686826 2020-06-18 04:54:56.803: INFO @log_profile : T valid: 20.680356 2020-06-18 04:54:56.803: INFO @log_profile : T read data: 10.684186 2020-06-18 04:54:56.803: INFO @log_profile : T hooks: 27.971456 2020-06-18 04:54:56.803: INFO @main_loop : Epoch 489 done 2020-06-18 04:54:56.803: INFO @main_loop : Training epoch 490 2020-06-18 05:01:42.255: INFO @decay_lr : LR updated to `8.576492e-06` 2020-06-18 05:01:42.271: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 05:01:42.271: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 05:01:42.271: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 05:01:42.271: INFO @log_variables: plain_train 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0.624895 2020-06-18 05:01:42.272: INFO @log_variables: valid box_f1 mean: 0.791744 2020-06-18 05:01:42.272: INFO @log_variables: valid box_recall mean: 0.852581 2020-06-18 05:01:42.272: INFO @log_variables: valid box_precision mean: 0.760670 2020-06-18 05:01:42.272: INFO @log_variables: valid face_box_f1 mean: 0.502201 2020-06-18 05:01:42.272: INFO @log_variables: valid body_box_f1 mean: 0.834550 2020-06-18 05:01:42.272: INFO @log_variables: valid face_box_recall mean: 0.572075 2020-06-18 05:01:42.272: INFO @log_variables: valid body_box_recall mean: 0.878174 2020-06-18 05:01:42.272: INFO @log_variables: valid face_box_precision mean: 0.476964 2020-06-18 05:01:42.272: INFO @log_variables: valid face_fp mean: 1.207185 2020-06-18 05:01:42.272: INFO @log_variables: valid face_fn mean: 0.636565 2020-06-18 05:01:42.272: INFO @log_variables: valid body_fp mean: 1.404528 2020-06-18 05:01:42.272: INFO @log_variables: valid body_fn mean: 0.859990 2020-06-18 05:01:42.272: INFO @log_variables: valid body_box_precision mean: 0.819115 2020-06-18 05:01:42.272: INFO @log_variables: valid loss mean: 1.300650 2020-06-18 05:01:42.272: INFO @log_variables: valid localisation_loss mean: 1.050238 2020-06-18 05:01:42.272: INFO @log_variables: valid classification_loss mean: 0.670507 2020-06-18 05:01:42.273: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-18 05:01:42.275: INFO @log_profile : T plain_train: 344.262805 2020-06-18 05:01:42.276: INFO @log_profile : T valid: 20.240745 2020-06-18 05:01:42.276: INFO @log_profile : T read data: 10.722494 2020-06-18 05:01:42.276: INFO @log_profile : T hooks: 28.197249 2020-06-18 05:01:42.276: INFO @main_loop : Epoch 490 done 2020-06-18 05:01:42.276: INFO @main_loop : Training epoch 491 2020-06-18 05:08:27.407: INFO @decay_lr : LR updated to `8.53361e-06` 2020-06-18 05:08:27.424: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 05:08:27.424: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 05:08:27.424: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 05:08:27.424: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-18 05:08:27.424: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-18 05:08:27.424: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-18 05:08:27.425: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-18 05:08:27.425: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-18 05:08:27.425: INFO @log_variables: plain_train face_fp mean: nan 2020-06-18 05:08:27.425: INFO @log_variables: plain_train face_fn mean: nan 2020-06-18 05:08:27.425: INFO @log_variables: plain_train body_fp mean: nan 2020-06-18 05:08:27.425: INFO @log_variables: plain_train body_fn mean: nan 2020-06-18 05:08:27.425: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-18 05:08:27.425: INFO @log_variables: plain_train loss mean: 1.218791 2020-06-18 05:08:27.425: INFO @log_variables: plain_train localisation_loss mean: 0.987458 2020-06-18 05:08:27.425: INFO @log_variables: plain_train classification_loss mean: 0.626316 2020-06-18 05:08:27.425: INFO @log_variables: valid box_f1 mean: 0.793338 2020-06-18 05:08:27.425: INFO @log_variables: valid box_recall mean: 0.844585 2020-06-18 05:08:27.425: INFO @log_variables: valid box_precision mean: 0.769776 2020-06-18 05:08:27.425: INFO @log_variables: valid face_box_f1 mean: 0.503009 2020-06-18 05:08:27.425: INFO @log_variables: valid body_box_f1 mean: 0.836340 2020-06-18 05:08:27.425: INFO @log_variables: valid face_box_recall mean: 0.567713 2020-06-18 05:08:27.425: INFO @log_variables: valid body_box_recall mean: 0.870845 2020-06-18 05:08:27.425: INFO @log_variables: valid face_box_precision mean: 0.481120 2020-06-18 05:08:27.425: INFO @log_variables: valid face_fp mean: 1.141240 2020-06-18 05:08:27.425: INFO @log_variables: valid face_fn mean: 0.648130 2020-06-18 05:08:27.425: INFO @log_variables: valid body_fp mean: 1.270915 2020-06-18 05:08:27.425: INFO @log_variables: valid body_fn mean: 0.912156 2020-06-18 05:08:27.426: INFO @log_variables: valid body_box_precision mean: 0.828927 2020-06-18 05:08:27.426: INFO @log_variables: valid loss mean: 1.310516 2020-06-18 05:08:27.426: INFO @log_variables: valid localisation_loss mean: 1.056934 2020-06-18 05:08:27.426: INFO @log_variables: valid classification_loss mean: 0.676356 2020-06-18 05:08:27.426: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-18 05:08:27.429: INFO @log_profile : T plain_train: 343.781158 2020-06-18 05:08:27.429: INFO @log_profile : T valid: 20.761333 2020-06-18 05:08:27.429: INFO @log_profile : T read data: 10.793072 2020-06-18 05:08:27.429: INFO @log_profile : T hooks: 27.769397 2020-06-18 05:08:27.429: INFO @main_loop : Epoch 491 done 2020-06-18 05:08:27.429: INFO @main_loop : Training epoch 492 2020-06-18 05:15:12.039: INFO @decay_lr : LR updated to `8.490942e-06` 2020-06-18 05:15:12.055: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 05:15:12.055: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 05:15:12.055: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 05:15:12.055: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-18 05:15:12.055: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-18 05:15:12.055: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-18 05:15:12.055: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-18 05:15:12.055: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-18 05:15:12.055: INFO @log_variables: plain_train face_fp mean: nan 2020-06-18 05:15:12.055: INFO @log_variables: plain_train face_fn mean: nan 2020-06-18 05:15:12.056: INFO @log_variables: plain_train body_fp mean: nan 2020-06-18 05:15:12.056: INFO @log_variables: plain_train body_fn mean: nan 2020-06-18 05:15:12.056: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-18 05:15:12.056: INFO @log_variables: plain_train loss mean: 1.216789 2020-06-18 05:15:12.056: INFO @log_variables: plain_train localisation_loss mean: 0.983067 2020-06-18 05:15:12.056: INFO @log_variables: plain_train classification_loss mean: 0.626948 2020-06-18 05:15:12.056: INFO @log_variables: valid box_f1 mean: 0.792482 2020-06-18 05:15:12.056: INFO @log_variables: valid box_recall mean: 0.847431 2020-06-18 05:15:12.056: INFO @log_variables: valid box_precision mean: 0.765793 2020-06-18 05:15:12.056: INFO @log_variables: valid face_box_f1 mean: 0.500661 2020-06-18 05:15:12.056: INFO @log_variables: valid body_box_f1 mean: 0.836533 2020-06-18 05:15:12.056: INFO @log_variables: valid face_box_recall mean: 0.569016 2020-06-18 05:15:12.056: INFO @log_variables: valid body_box_recall mean: 0.873636 2020-06-18 05:15:12.056: INFO @log_variables: valid face_box_precision mean: 0.477072 2020-06-18 05:15:12.056: INFO @log_variables: valid face_fp mean: 1.189469 2020-06-18 05:15:12.056: INFO @log_variables: valid face_fn mean: 0.648130 2020-06-18 05:15:12.056: INFO @log_variables: valid body_fp mean: 1.303396 2020-06-18 05:15:12.056: INFO @log_variables: valid body_fn mean: 0.889764 2020-06-18 05:15:12.056: INFO @log_variables: valid body_box_precision mean: 0.826130 2020-06-18 05:15:12.056: INFO @log_variables: valid loss mean: 1.313864 2020-06-18 05:15:12.056: INFO @log_variables: valid localisation_loss mean: 1.057937 2020-06-18 05:15:12.057: INFO @log_variables: valid classification_loss mean: 0.679102 2020-06-18 05:15:12.057: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-18 05:15:12.059: INFO @log_profile : T plain_train: 343.545177 2020-06-18 05:15:12.060: INFO @log_profile : T valid: 20.520378 2020-06-18 05:15:12.060: INFO @log_profile : T read data: 10.861931 2020-06-18 05:15:12.060: INFO @log_profile : T hooks: 27.646026 2020-06-18 05:15:12.060: INFO @main_loop : Epoch 492 done 2020-06-18 05:15:12.060: INFO @main_loop : Training epoch 493 2020-06-18 05:21:56.711: INFO @decay_lr : LR updated to `8.448487e-06` 2020-06-18 05:21:56.726: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 05:21:56.726: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 05:21:56.726: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 05:21:56.726: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-18 05:21:56.726: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-18 05:21:56.727: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-18 05:21:56.727: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-18 05:21:56.727: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-18 05:21:56.727: INFO @log_variables: plain_train face_fp mean: nan 2020-06-18 05:21:56.727: INFO @log_variables: plain_train face_fn mean: nan 2020-06-18 05:21:56.727: INFO @log_variables: plain_train 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2020-06-18 05:21:56.727: INFO @log_variables: valid face_box_precision mean: 0.480978 2020-06-18 05:21:56.727: INFO @log_variables: valid face_fp mean: 1.149852 2020-06-18 05:21:56.728: INFO @log_variables: valid face_fn mean: 0.651083 2020-06-18 05:21:56.728: INFO @log_variables: valid body_fp mean: 1.305364 2020-06-18 05:21:56.728: INFO @log_variables: valid body_fn mean: 0.894685 2020-06-18 05:21:56.728: INFO @log_variables: valid body_box_precision mean: 0.827412 2020-06-18 05:21:56.728: INFO @log_variables: valid loss mean: 1.305014 2020-06-18 05:21:56.728: INFO @log_variables: valid localisation_loss mean: 1.053571 2020-06-18 05:21:56.728: INFO @log_variables: valid classification_loss mean: 0.672872 2020-06-18 05:21:56.728: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-18 05:21:56.731: INFO @log_profile : T plain_train: 344.085864 2020-06-18 05:21:56.731: INFO @log_profile : T valid: 20.102335 2020-06-18 05:21:56.731: INFO @log_profile : T read data: 10.770442 2020-06-18 05:21:56.731: INFO @log_profile : T hooks: 27.671876 2020-06-18 05:21:56.731: INFO @main_loop : Epoch 493 done 2020-06-18 05:21:56.731: INFO @main_loop : Training epoch 494 2020-06-18 05:28:41.437: INFO @decay_lr : LR updated to `8.406245e-06` 2020-06-18 05:28:41.453: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 05:28:41.453: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 05:28:41.453: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 05:28:41.453: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-18 05:28:41.453: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-18 05:28:41.453: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-18 05:28:41.453: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-18 05:28:41.453: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-18 05:28:41.453: INFO @log_variables: plain_train face_fp mean: 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INFO @log_variables: valid face_box_recall mean: 0.571697 2020-06-18 05:28:41.454: INFO @log_variables: valid body_box_recall mean: 0.875405 2020-06-18 05:28:41.454: INFO @log_variables: valid face_box_precision mean: 0.476304 2020-06-18 05:28:41.454: INFO @log_variables: valid face_fp mean: 1.214813 2020-06-18 05:28:41.454: INFO @log_variables: valid face_fn mean: 0.637795 2020-06-18 05:28:41.454: INFO @log_variables: valid body_fp mean: 1.302411 2020-06-18 05:28:41.454: INFO @log_variables: valid body_fn mean: 0.876476 2020-06-18 05:28:41.454: INFO @log_variables: valid body_box_precision mean: 0.828219 2020-06-18 05:28:41.454: INFO @log_variables: valid loss mean: 1.312140 2020-06-18 05:28:41.454: INFO @log_variables: valid localisation_loss mean: 1.054017 2020-06-18 05:28:41.454: INFO @log_variables: valid classification_loss mean: 0.679730 2020-06-18 05:28:41.454: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-18 05:28:41.457: INFO @log_profile : T plain_train: 343.656315 2020-06-18 05:28:41.457: INFO @log_profile : T valid: 20.453727 2020-06-18 05:28:41.458: INFO @log_profile : T read data: 10.827277 2020-06-18 05:28:41.458: INFO @log_profile : T hooks: 27.741125 2020-06-18 05:28:41.458: INFO @main_loop : Epoch 494 done 2020-06-18 05:28:41.458: INFO @main_loop : Training epoch 495 2020-06-18 05:35:25.963: INFO @decay_lr : LR updated to `8.3642135e-06` 2020-06-18 05:35:25.978: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 05:35:25.979: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 05:35:25.979: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 05:35:25.979: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-18 05:35:25.979: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-18 05:35:25.979: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-18 05:35:25.979: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-18 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@log_variables: valid face_box_f1 mean: 0.502326 2020-06-18 05:35:25.980: INFO @log_variables: valid body_box_f1 mean: 0.835316 2020-06-18 05:35:25.980: INFO @log_variables: valid face_box_recall mean: 0.576170 2020-06-18 05:35:25.980: INFO @log_variables: valid body_box_recall mean: 0.877307 2020-06-18 05:35:25.980: INFO @log_variables: valid face_box_precision mean: 0.475269 2020-06-18 05:35:25.980: INFO @log_variables: valid face_fp mean: 1.257382 2020-06-18 05:35:25.980: INFO @log_variables: valid face_fn mean: 0.626476 2020-06-18 05:35:25.980: INFO @log_variables: valid body_fp mean: 1.363189 2020-06-18 05:35:25.980: INFO @log_variables: valid body_fn mean: 0.864665 2020-06-18 05:35:25.980: INFO @log_variables: valid body_box_precision mean: 0.821344 2020-06-18 05:35:25.980: INFO @log_variables: valid loss mean: 1.306454 2020-06-18 05:35:25.980: INFO @log_variables: valid localisation_loss mean: 1.050268 2020-06-18 05:35:25.980: INFO @log_variables: valid classification_loss mean: 0.676293 2020-06-18 05:35:25.980: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-18 05:35:25.983: INFO @log_profile : T plain_train: 343.906712 2020-06-18 05:35:25.983: INFO @log_profile : T valid: 20.650845 2020-06-18 05:35:25.983: INFO @log_profile : T read data: 10.630208 2020-06-18 05:35:25.983: INFO @log_profile : T hooks: 27.316088 2020-06-18 05:35:25.983: INFO @main_loop : Epoch 495 done 2020-06-18 05:35:25.983: INFO @main_loop : Training epoch 496 2020-06-18 05:42:11.570: INFO @decay_lr : LR updated to `8.322392e-06` 2020-06-18 05:42:11.587: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 05:42:11.587: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 05:42:11.587: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 05:42:11.587: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-18 05:42:11.587: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-18 05:42:11.587: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-18 05:42:11.587: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-18 05:42:11.587: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-18 05:42:11.587: INFO @log_variables: plain_train face_fp mean: nan 2020-06-18 05:42:11.587: INFO @log_variables: plain_train face_fn mean: nan 2020-06-18 05:42:11.587: INFO @log_variables: plain_train body_fp mean: nan 2020-06-18 05:42:11.587: INFO @log_variables: plain_train body_fn mean: nan 2020-06-18 05:42:11.587: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-18 05:42:11.587: INFO @log_variables: plain_train loss mean: 1.212989 2020-06-18 05:42:11.587: INFO @log_variables: plain_train localisation_loss mean: 0.983421 2020-06-18 05:42:11.588: INFO @log_variables: plain_train classification_loss mean: 0.622936 2020-06-18 05:42:11.588: INFO @log_variables: valid box_f1 mean: 0.790307 2020-06-18 05:42:11.588: INFO @log_variables: valid box_recall mean: 0.850173 2020-06-18 05:42:11.588: INFO @log_variables: valid box_precision mean: 0.759869 2020-06-18 05:42:11.588: INFO @log_variables: valid face_box_f1 mean: 0.503872 2020-06-18 05:42:11.588: INFO @log_variables: valid body_box_f1 mean: 0.833425 2020-06-18 05:42:11.588: INFO @log_variables: valid face_box_recall mean: 0.574401 2020-06-18 05:42:11.588: INFO @log_variables: valid body_box_recall mean: 0.874939 2020-06-18 05:42:11.588: INFO @log_variables: valid face_box_precision mean: 0.478306 2020-06-18 05:42:11.588: INFO @log_variables: valid face_fp mean: 1.206201 2020-06-18 05:42:11.588: INFO @log_variables: valid face_fn mean: 0.634843 2020-06-18 05:42:11.588: INFO @log_variables: valid body_fp mean: 1.376476 2020-06-18 05:42:11.588: INFO @log_variables: valid body_fn mean: 0.877707 2020-06-18 05:42:11.588: INFO @log_variables: valid body_box_precision mean: 0.819579 2020-06-18 05:42:11.588: INFO @log_variables: valid loss mean: 1.309019 2020-06-18 05:42:11.588: INFO @log_variables: valid localisation_loss mean: 1.058569 2020-06-18 05:42:11.588: INFO @log_variables: valid classification_loss mean: 0.673878 2020-06-18 05:42:11.588: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-18 05:42:11.591: INFO @log_profile : T plain_train: 343.735041 2020-06-18 05:42:11.591: INFO @log_profile : T valid: 20.539675 2020-06-18 05:42:11.592: INFO @log_profile : T read data: 10.783386 2020-06-18 05:42:11.592: INFO @log_profile : T hooks: 28.496813 2020-06-18 05:42:11.592: INFO @main_loop : Epoch 496 done 2020-06-18 05:42:11.592: INFO @main_loop : Training epoch 497 2020-06-18 05:48:56.783: INFO @decay_lr : LR updated to `8.28078e-06` 2020-06-18 05:48:56.799: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 05:48:56.799: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 05:48:56.799: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 05:48:56.799: INFO @log_variables: 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classification_loss mean: 0.624700 2020-06-18 05:48:56.800: INFO @log_variables: valid box_f1 mean: 0.792702 2020-06-18 05:48:56.800: INFO @log_variables: valid box_recall mean: 0.848262 2020-06-18 05:48:56.800: INFO @log_variables: valid box_precision mean: 0.765298 2020-06-18 05:48:56.800: INFO @log_variables: valid face_box_f1 mean: 0.501808 2020-06-18 05:48:56.800: INFO @log_variables: valid body_box_f1 mean: 0.836795 2020-06-18 05:48:56.800: INFO @log_variables: valid face_box_recall mean: 0.569898 2020-06-18 05:48:56.800: INFO @log_variables: valid body_box_recall mean: 0.874043 2020-06-18 05:48:56.800: INFO @log_variables: valid face_box_precision mean: 0.477401 2020-06-18 05:48:56.800: INFO @log_variables: valid face_fp mean: 1.194144 2020-06-18 05:48:56.800: INFO @log_variables: valid face_fn mean: 0.640994 2020-06-18 05:48:56.800: INFO @log_variables: valid body_fp mean: 1.315207 2020-06-18 05:48:56.800: INFO @log_variables: valid body_fn mean: 0.896407 2020-06-18 05:48:56.801: INFO @log_variables: valid body_box_precision mean: 0.826390 2020-06-18 05:48:56.801: INFO @log_variables: valid loss mean: 1.304682 2020-06-18 05:48:56.801: INFO @log_variables: valid localisation_loss mean: 1.051657 2020-06-18 05:48:56.801: INFO @log_variables: valid classification_loss mean: 0.673688 2020-06-18 05:48:56.801: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-18 05:48:56.804: INFO @log_profile : T plain_train: 344.046671 2020-06-18 05:48:56.804: INFO @log_profile : T valid: 20.643001 2020-06-18 05:48:56.804: INFO @log_profile : T read data: 10.893196 2020-06-18 05:48:56.804: INFO @log_profile : T hooks: 27.579702 2020-06-18 05:48:56.804: INFO @main_loop : Epoch 497 done 2020-06-18 05:48:56.804: INFO @main_loop : Training epoch 498 2020-06-18 05:55:41.920: INFO @decay_lr : LR updated to `8.239376e-06` 2020-06-18 05:55:41.937: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 05:55:41.937: INFO @log_variables: 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2020-06-18 05:55:41.938: INFO @log_variables: plain_train localisation_loss mean: 0.979655 2020-06-18 05:55:41.938: INFO @log_variables: plain_train classification_loss mean: 0.623026 2020-06-18 05:55:41.938: INFO @log_variables: valid box_f1 mean: 0.791001 2020-06-18 05:55:41.938: INFO @log_variables: valid box_recall mean: 0.843808 2020-06-18 05:55:41.938: INFO @log_variables: valid box_precision mean: 0.766521 2020-06-18 05:55:41.938: INFO @log_variables: valid face_box_f1 mean: 0.497890 2020-06-18 05:55:41.938: INFO @log_variables: valid body_box_f1 mean: 0.835776 2020-06-18 05:55:41.938: INFO @log_variables: valid face_box_recall mean: 0.564860 2020-06-18 05:55:41.938: INFO @log_variables: valid body_box_recall mean: 0.870567 2020-06-18 05:55:41.938: INFO @log_variables: valid face_box_precision mean: 0.474286 2020-06-18 05:55:41.938: INFO @log_variables: valid face_fp mean: 1.202264 2020-06-18 05:55:41.938: INFO @log_variables: valid face_fn mean: 0.651821 2020-06-18 05:55:41.938: INFO @log_variables: valid body_fp mean: 1.270915 2020-06-18 05:55:41.938: INFO @log_variables: valid body_fn mean: 0.914862 2020-06-18 05:55:41.938: INFO @log_variables: valid body_box_precision mean: 0.827723 2020-06-18 05:55:41.938: INFO @log_variables: valid loss mean: 1.311295 2020-06-18 05:55:41.938: INFO @log_variables: valid localisation_loss mean: 1.053882 2020-06-18 05:55:41.938: INFO @log_variables: valid classification_loss mean: 0.678966 2020-06-18 05:55:41.938: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-18 05:55:41.941: INFO @log_profile : T plain_train: 344.209084 2020-06-18 05:55:41.942: INFO @log_profile : T valid: 20.343663 2020-06-18 05:55:41.942: INFO @log_profile : T read data: 10.803734 2020-06-18 05:55:41.942: INFO @log_profile : T hooks: 27.730664 2020-06-18 05:55:41.942: INFO @main_loop : Epoch 498 done 2020-06-18 05:55:41.942: INFO @main_loop : Training epoch 499 2020-06-18 06:02:26.750: INFO @decay_lr : LR updated to `8.19818e-06` 2020-06-18 06:02:26.767: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 06:02:26.767: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 06:02:26.767: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 06:02:26.767: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-18 06:02:26.767: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-18 06:02:26.767: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-18 06:02:26.767: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-18 06:02:26.767: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-18 06:02:26.767: INFO @log_variables: plain_train face_fp mean: nan 2020-06-18 06:02:26.767: INFO @log_variables: plain_train face_fn mean: nan 2020-06-18 06:02:26.767: INFO @log_variables: plain_train body_fp mean: nan 2020-06-18 06:02:26.767: INFO @log_variables: plain_train body_fn mean: nan 2020-06-18 06:02:26.767: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-18 06:02:26.767: INFO @log_variables: plain_train loss mean: 1.217925 2020-06-18 06:02:26.767: INFO @log_variables: plain_train localisation_loss mean: 0.987355 2020-06-18 06:02:26.767: INFO @log_variables: plain_train classification_loss mean: 0.625512 2020-06-18 06:02:26.768: INFO @log_variables: valid box_f1 mean: 0.794235 2020-06-18 06:02:26.768: INFO @log_variables: valid box_recall mean: 0.846974 2020-06-18 06:02:26.768: INFO @log_variables: valid box_precision mean: 0.769663 2020-06-18 06:02:26.768: INFO @log_variables: valid face_box_f1 mean: 0.505194 2020-06-18 06:02:26.768: INFO @log_variables: valid body_box_f1 mean: 0.836598 2020-06-18 06:02:26.768: INFO @log_variables: valid face_box_recall mean: 0.570563 2020-06-18 06:02:26.768: INFO @log_variables: valid body_box_recall mean: 0.872183 2020-06-18 06:02:26.768: INFO @log_variables: valid face_box_precision mean: 0.482591 2020-06-18 06:02:26.768: INFO @log_variables: valid face_fp mean: 1.153543 2020-06-18 06:02:26.768: INFO @log_variables: valid face_fn mean: 0.643701 2020-06-18 06:02:26.768: INFO @log_variables: valid body_fp mean: 1.279035 2020-06-18 06:02:26.768: INFO @log_variables: valid body_fn mean: 0.912156 2020-06-18 06:02:26.768: INFO @log_variables: valid body_box_precision mean: 0.828136 2020-06-18 06:02:26.768: INFO @log_variables: valid loss mean: 1.309493 2020-06-18 06:02:26.768: INFO @log_variables: valid localisation_loss mean: 1.057667 2020-06-18 06:02:26.768: INFO @log_variables: valid classification_loss mean: 0.674893 2020-06-18 06:02:26.768: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-18 06:02:26.771: INFO @log_profile : T plain_train: 343.944712 2020-06-18 06:02:26.771: INFO @log_profile : T valid: 20.540730 2020-06-18 06:02:26.772: INFO @log_profile : T read data: 10.528887 2020-06-18 06:02:26.772: INFO @log_profile : T hooks: 27.765456 2020-06-18 06:02:26.772: INFO @main_loop : Epoch 499 done 2020-06-18 06:02:26.772: INFO @main_loop : Training epoch 500 2020-06-18 06:09:13.114: INFO @decay_lr : LR updated to `8.157189e-06` 2020-06-18 06:09:13.130: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 06:09:13.130: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 06:09:13.130: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 06:09:13.130: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-18 06:09:13.130: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-18 06:09:13.130: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-18 06:09:13.130: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-18 06:09:13.130: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-18 06:09:13.130: INFO @log_variables: plain_train face_fp mean: nan 2020-06-18 06:09:13.130: INFO @log_variables: plain_train face_fn mean: nan 2020-06-18 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@log_variables: valid body_box_recall mean: 0.879300 2020-06-18 06:09:13.131: INFO @log_variables: valid face_box_precision mean: 0.477798 2020-06-18 06:09:13.131: INFO @log_variables: valid face_fp mean: 1.221703 2020-06-18 06:09:13.131: INFO @log_variables: valid face_fn mean: 0.633120 2020-06-18 06:09:13.131: INFO @log_variables: valid body_fp mean: 1.378691 2020-06-18 06:09:13.131: INFO @log_variables: valid body_fn mean: 0.848671 2020-06-18 06:09:13.131: INFO @log_variables: valid body_box_precision mean: 0.819570 2020-06-18 06:09:13.131: INFO @log_variables: valid loss mean: 1.303535 2020-06-18 06:09:13.131: INFO @log_variables: valid localisation_loss mean: 1.053314 2020-06-18 06:09:13.131: INFO @log_variables: valid classification_loss mean: 0.671546 2020-06-18 06:09:13.131: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-18 06:09:13.134: INFO @log_profile : T plain_train: 344.652015 2020-06-18 06:09:13.134: INFO @log_profile : T valid: 20.759313 2020-06-18 06:09:13.134: INFO @log_profile : T read data: 10.861828 2020-06-18 06:09:13.134: INFO @log_profile : T hooks: 28.038128 2020-06-18 06:09:13.134: INFO @main_loop : Epoch 500 done 2020-06-18 06:09:13.134: INFO @main_loop : Training epoch 501 2020-06-18 06:15:57.795: INFO @decay_lr : LR updated to `8.116403e-06` 2020-06-18 06:15:57.811: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 06:15:57.811: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 06:15:57.811: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 06:15:57.811: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-18 06:15:57.811: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-18 06:15:57.811: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-18 06:15:57.811: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-18 06:15:57.811: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-18 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./log/DetectionBodyFace-overheadAll-headCovered 2020-06-18 06:15:57.815: INFO @log_profile : T plain_train: 343.652637 2020-06-18 06:15:57.816: INFO @log_profile : T valid: 20.323803 2020-06-18 06:15:57.816: INFO @log_profile : T read data: 10.729112 2020-06-18 06:15:57.816: INFO @log_profile : T hooks: 27.933384 2020-06-18 06:15:57.816: INFO @main_loop : Epoch 501 done 2020-06-18 06:15:57.816: INFO @main_loop : Training epoch 502 2020-06-18 06:22:43.493: INFO @decay_lr : LR updated to `8.075821e-06` 2020-06-18 06:22:43.510: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 06:22:43.511: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 06:22:43.511: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 06:22:43.511: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-18 06:22:43.511: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-18 06:22:43.511: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-18 06:22:43.511: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-18 06:22:43.511: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-18 06:22:43.511: INFO @log_variables: plain_train face_fp mean: nan 2020-06-18 06:22:43.511: INFO @log_variables: plain_train face_fn mean: nan 2020-06-18 06:22:43.511: INFO @log_variables: plain_train body_fp mean: nan 2020-06-18 06:22:43.511: INFO @log_variables: plain_train body_fn mean: nan 2020-06-18 06:22:43.511: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-18 06:22:43.511: INFO @log_variables: plain_train loss mean: 1.212464 2020-06-18 06:22:43.511: INFO @log_variables: plain_train localisation_loss mean: 0.982702 2020-06-18 06:22:43.511: INFO @log_variables: plain_train classification_loss mean: 0.622844 2020-06-18 06:22:43.511: INFO @log_variables: valid box_f1 mean: 0.792031 2020-06-18 06:22:43.511: INFO @log_variables: valid box_recall mean: 0.849602 2020-06-18 06:22:43.511: INFO @log_variables: valid box_precision mean: 0.763161 2020-06-18 06:22:43.511: INFO @log_variables: valid face_box_f1 mean: 0.501586 2020-06-18 06:22:43.512: INFO @log_variables: valid body_box_f1 mean: 0.835431 2020-06-18 06:22:43.512: INFO @log_variables: valid face_box_recall mean: 0.568339 2020-06-18 06:22:43.512: INFO @log_variables: valid body_box_recall mean: 0.875837 2020-06-18 06:22:43.512: INFO @log_variables: valid face_box_precision mean: 0.478244 2020-06-18 06:22:43.512: INFO @log_variables: valid face_fp mean: 1.179380 2020-06-18 06:22:43.512: INFO @log_variables: valid face_fn mean: 0.646161 2020-06-18 06:22:43.512: INFO @log_variables: valid body_fp mean: 1.346211 2020-06-18 06:22:43.512: INFO @log_variables: valid body_fn mean: 0.874016 2020-06-18 06:22:43.512: INFO @log_variables: valid body_box_precision mean: 0.822295 2020-06-18 06:22:43.512: INFO @log_variables: valid loss mean: 1.313081 2020-06-18 06:22:43.512: INFO @log_variables: valid localisation_loss mean: 1.063176 2020-06-18 06:22:43.512: INFO @log_variables: valid classification_loss mean: 0.675175 2020-06-18 06:22:43.512: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-18 06:22:43.515: INFO @log_profile : T plain_train: 344.362891 2020-06-18 06:22:43.515: INFO @log_profile : T valid: 20.520781 2020-06-18 06:22:43.515: INFO @log_profile : T read data: 10.629600 2020-06-18 06:22:43.516: INFO @log_profile : T hooks: 28.132677 2020-06-18 06:22:43.516: INFO @main_loop : Epoch 502 done 2020-06-18 06:22:43.516: INFO @main_loop : Training epoch 503 2020-06-18 06:29:28.590: INFO @decay_lr : LR updated to `8.035442e-06` 2020-06-18 06:29:28.607: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 06:29:28.607: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 06:29:28.607: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 06:29:28.607: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-18 06:29:28.607: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-18 06:29:28.607: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-18 06:29:28.607: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-18 06:29:28.607: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-18 06:29:28.607: INFO @log_variables: plain_train face_fp mean: nan 2020-06-18 06:29:28.607: INFO @log_variables: plain_train face_fn mean: nan 2020-06-18 06:29:28.607: INFO @log_variables: plain_train body_fp mean: nan 2020-06-18 06:29:28.607: INFO @log_variables: plain_train body_fn mean: nan 2020-06-18 06:29:28.607: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-18 06:29:28.607: INFO @log_variables: plain_train loss mean: 1.220701 2020-06-18 06:29:28.607: INFO @log_variables: plain_train localisation_loss mean: 0.989220 2020-06-18 06:29:28.607: INFO @log_variables: plain_train classification_loss mean: 0.627169 2020-06-18 06:29:28.607: INFO @log_variables: valid box_f1 mean: 0.793497 2020-06-18 06:29:28.608: INFO @log_variables: valid box_recall mean: 0.845807 2020-06-18 06:29:28.608: INFO @log_variables: valid box_precision mean: 0.769377 2020-06-18 06:29:28.608: INFO @log_variables: valid face_box_f1 mean: 0.502392 2020-06-18 06:29:28.608: INFO @log_variables: valid body_box_f1 mean: 0.835082 2020-06-18 06:29:28.608: INFO @log_variables: valid face_box_recall mean: 0.563494 2020-06-18 06:29:28.608: INFO @log_variables: valid body_box_recall mean: 0.872744 2020-06-18 06:29:28.608: INFO @log_variables: valid face_box_precision mean: 0.482563 2020-06-18 06:29:28.608: INFO @log_variables: valid face_fp mean: 1.122293 2020-06-18 06:29:28.608: INFO @log_variables: valid face_fn mean: 0.661171 2020-06-18 06:29:28.608: INFO @log_variables: valid body_fp mean: 1.311270 2020-06-18 06:29:28.608: INFO @log_variables: valid body_fn mean: 0.899360 2020-06-18 06:29:28.608: INFO @log_variables: valid body_box_precision mean: 0.824910 2020-06-18 06:29:28.608: INFO @log_variables: valid loss mean: 1.304790 2020-06-18 06:29:28.608: INFO @log_variables: valid localisation_loss mean: 1.052679 2020-06-18 06:29:28.608: INFO @log_variables: valid classification_loss mean: 0.673182 2020-06-18 06:29:28.608: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-18 06:29:28.611: INFO @log_profile : T plain_train: 343.903331 2020-06-18 06:29:28.611: INFO @log_profile : T valid: 20.488352 2020-06-18 06:29:28.611: INFO @log_profile : T read data: 10.805540 2020-06-18 06:29:28.611: INFO @log_profile : T hooks: 27.844219 2020-06-18 06:29:28.612: INFO @main_loop : Epoch 503 done 2020-06-18 06:29:28.612: INFO @main_loop : Training epoch 504 2020-06-18 06:36:13.877: INFO @decay_lr : LR updated to `7.995265e-06` 2020-06-18 06:36:13.893: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 06:36:13.893: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 06:36:13.893: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 06:36:13.893: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-18 06:36:13.893: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-18 06:36:13.893: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-18 06:36:13.893: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-18 06:36:13.893: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-18 06:36:13.893: INFO @log_variables: plain_train face_fp mean: nan 2020-06-18 06:36:13.893: INFO @log_variables: plain_train face_fn mean: nan 2020-06-18 06:36:13.893: INFO @log_variables: plain_train body_fp mean: nan 2020-06-18 06:36:13.893: INFO @log_variables: plain_train body_fn mean: nan 2020-06-18 06:36:13.893: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-18 06:36:13.893: INFO @log_variables: plain_train loss mean: 1.208794 2020-06-18 06:36:13.893: INFO @log_variables: plain_train localisation_loss mean: 0.976183 2020-06-18 06:36:13.893: INFO @log_variables: plain_train classification_loss mean: 0.623084 2020-06-18 06:36:13.893: INFO @log_variables: valid box_f1 mean: 0.791643 2020-06-18 06:36:13.893: INFO @log_variables: valid box_recall mean: 0.849457 2020-06-18 06:36:13.894: INFO @log_variables: valid box_precision mean: 0.762795 2020-06-18 06:36:13.894: INFO @log_variables: valid face_box_f1 mean: 0.501752 2020-06-18 06:36:13.894: INFO @log_variables: valid body_box_f1 mean: 0.835205 2020-06-18 06:36:13.894: INFO @log_variables: valid face_box_recall mean: 0.569665 2020-06-18 06:36:13.894: INFO @log_variables: valid body_box_recall mean: 0.875346 2020-06-18 06:36:13.894: INFO @log_variables: valid face_box_precision mean: 0.477720 2020-06-18 06:36:13.894: INFO @log_variables: valid face_fp mean: 1.188730 2020-06-18 06:36:13.894: INFO @log_variables: valid face_fn mean: 0.643209 2020-06-18 06:36:13.894: INFO @log_variables: valid body_fp mean: 1.352116 2020-06-18 06:36:13.894: INFO @log_variables: valid body_fn mean: 0.872785 2020-06-18 06:36:13.894: INFO @log_variables: valid body_box_precision mean: 0.822660 2020-06-18 06:36:13.894: INFO @log_variables: valid loss mean: 1.306498 2020-06-18 06:36:13.894: INFO @log_variables: valid localisation_loss mean: 1.054608 2020-06-18 06:36:13.894: INFO @log_variables: valid classification_loss mean: 0.673733 2020-06-18 06:36:13.894: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-18 06:36:13.897: INFO @log_profile : T plain_train: 344.167934 2020-06-18 06:36:13.897: INFO @log_profile : T valid: 20.700025 2020-06-18 06:36:13.897: INFO @log_profile : T read data: 10.795859 2020-06-18 06:36:13.897: INFO @log_profile : T hooks: 27.570614 2020-06-18 06:36:13.897: INFO @main_loop : Epoch 504 done 2020-06-18 06:36:13.897: INFO @main_loop : Training epoch 505 2020-06-18 06:42:59.415: INFO @decay_lr : LR updated to `7.955289e-06` 2020-06-18 06:42:59.431: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 06:42:59.431: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 06:42:59.431: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 06:42:59.431: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-18 06:42:59.431: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-18 06:42:59.431: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-18 06:42:59.431: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-18 06:42:59.431: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-18 06:42:59.431: INFO @log_variables: plain_train face_fp mean: nan 2020-06-18 06:42:59.431: INFO @log_variables: plain_train face_fn mean: nan 2020-06-18 06:42:59.431: INFO @log_variables: plain_train body_fp mean: nan 2020-06-18 06:42:59.431: INFO @log_variables: plain_train body_fn mean: nan 2020-06-18 06:42:59.431: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-18 06:42:59.431: INFO @log_variables: plain_train loss mean: 1.207933 2020-06-18 06:42:59.432: INFO @log_variables: plain_train localisation_loss mean: 0.979100 2020-06-18 06:42:59.432: INFO @log_variables: plain_train classification_loss mean: 0.620473 2020-06-18 06:42:59.432: INFO @log_variables: valid box_f1 mean: 0.790904 2020-06-18 06:42:59.432: INFO @log_variables: valid box_recall mean: 0.849342 2020-06-18 06:42:59.432: INFO @log_variables: valid box_precision mean: 0.762070 2020-06-18 06:42:59.432: INFO @log_variables: valid face_box_f1 mean: 0.497453 2020-06-18 06:42:59.432: INFO @log_variables: valid body_box_f1 mean: 0.835440 2020-06-18 06:42:59.432: INFO @log_variables: valid face_box_recall mean: 0.565519 2020-06-18 06:42:59.432: INFO @log_variables: valid body_box_recall mean: 0.876754 2020-06-18 06:42:59.432: INFO @log_variables: valid face_box_precision mean: 0.473227 2020-06-18 06:42:59.432: INFO @log_variables: valid face_fp mean: 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06:42:59.436: INFO @main_loop : Training epoch 506 2020-06-18 06:49:43.241: INFO @decay_lr : LR updated to `7.9155125e-06` 2020-06-18 06:49:43.257: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 06:49:43.258: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 06:49:43.258: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 06:49:43.258: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-18 06:49:43.258: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-18 06:49:43.258: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-18 06:49:43.258: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-18 06:49:43.258: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-18 06:49:43.258: INFO @log_variables: plain_train face_fp mean: nan 2020-06-18 06:49:43.258: INFO @log_variables: plain_train face_fn mean: nan 2020-06-18 06:49:43.258: INFO @log_variables: plain_train body_fp mean: 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06:49:43.259: INFO @log_variables: valid face_box_precision mean: 0.474268 2020-06-18 06:49:43.259: INFO @log_variables: valid face_fp mean: 1.217274 2020-06-18 06:49:43.259: INFO @log_variables: valid face_fn mean: 0.642963 2020-06-18 06:49:43.259: INFO @log_variables: valid body_fp mean: 1.292077 2020-06-18 06:49:43.259: INFO @log_variables: valid body_fn mean: 0.894439 2020-06-18 06:49:43.259: INFO @log_variables: valid body_box_precision mean: 0.826794 2020-06-18 06:49:43.259: INFO @log_variables: valid loss mean: 1.302288 2020-06-18 06:49:43.259: INFO @log_variables: valid localisation_loss mean: 1.047759 2020-06-18 06:49:43.259: INFO @log_variables: valid classification_loss mean: 0.673633 2020-06-18 06:49:43.259: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-18 06:49:43.262: INFO @log_profile : T plain_train: 343.494458 2020-06-18 06:49:43.262: INFO @log_profile : T valid: 20.235862 2020-06-18 06:49:43.262: INFO @log_profile : T read data: 10.617518 2020-06-18 06:49:43.262: INFO @log_profile : T hooks: 27.442899 2020-06-18 06:49:43.262: INFO @main_loop : Epoch 506 done 2020-06-18 06:49:43.263: INFO @main_loop : Training epoch 507 2020-06-18 06:56:28.268: INFO @decay_lr : LR updated to `7.875935e-06` 2020-06-18 06:56:28.284: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 06:56:28.284: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 06:56:28.284: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 06:56:28.285: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-18 06:56:28.285: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-18 06:56:28.285: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-18 06:56:28.285: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-18 06:56:28.285: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-18 06:56:28.285: INFO @log_variables: plain_train face_fp mean: nan 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@log_variables: valid face_box_recall mean: 0.567081 2020-06-18 06:56:28.285: INFO @log_variables: valid body_box_recall mean: 0.873896 2020-06-18 06:56:28.286: INFO @log_variables: valid face_box_precision mean: 0.481188 2020-06-18 06:56:28.286: INFO @log_variables: valid face_fp mean: 1.152067 2020-06-18 06:56:28.286: INFO @log_variables: valid face_fn mean: 0.649360 2020-06-18 06:56:28.286: INFO @log_variables: valid body_fp mean: 1.317421 2020-06-18 06:56:28.286: INFO @log_variables: valid body_fn mean: 0.887303 2020-06-18 06:56:28.286: INFO @log_variables: valid body_box_precision mean: 0.825063 2020-06-18 06:56:28.286: INFO @log_variables: valid loss mean: 1.305257 2020-06-18 06:56:28.286: INFO @log_variables: valid localisation_loss mean: 1.048679 2020-06-18 06:56:28.286: INFO @log_variables: valid classification_loss mean: 0.676050 2020-06-18 06:56:28.286: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-18 06:56:28.289: INFO @log_profile : T plain_train: 343.827456 2020-06-18 06:56:28.289: INFO @log_profile : T valid: 20.407110 2020-06-18 06:56:28.289: INFO @log_profile : T read data: 10.560621 2020-06-18 06:56:28.289: INFO @log_profile : T hooks: 28.186022 2020-06-18 06:56:28.289: INFO @main_loop : Epoch 507 done 2020-06-18 06:56:28.289: INFO @main_loop : Training epoch 508 2020-06-18 07:03:12.366: INFO @decay_lr : LR updated to `7.836556e-06` 2020-06-18 07:03:12.383: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 07:03:12.383: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 07:03:12.383: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 07:03:12.383: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-18 07:03:12.383: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-18 07:03:12.383: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-18 07:03:12.383: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-18 07:03:12.383: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-18 07:03:12.383: INFO @log_variables: plain_train face_fp mean: nan 2020-06-18 07:03:12.384: INFO @log_variables: plain_train face_fn mean: nan 2020-06-18 07:03:12.384: INFO @log_variables: plain_train body_fp mean: nan 2020-06-18 07:03:12.384: INFO @log_variables: plain_train body_fn mean: nan 2020-06-18 07:03:12.384: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-18 07:03:12.384: INFO @log_variables: plain_train loss mean: 1.209667 2020-06-18 07:03:12.384: INFO @log_variables: plain_train localisation_loss mean: 0.979793 2020-06-18 07:03:12.384: INFO @log_variables: plain_train classification_loss mean: 0.621791 2020-06-18 07:03:12.384: INFO @log_variables: valid box_f1 mean: 0.794764 2020-06-18 07:03:12.384: INFO @log_variables: valid box_recall mean: 0.845078 2020-06-18 07:03:12.384: INFO @log_variables: valid box_precision mean: 0.771954 2020-06-18 07:03:12.384: INFO @log_variables: valid face_box_f1 mean: 0.506753 2020-06-18 07:03:12.384: INFO @log_variables: valid body_box_f1 mean: 0.836030 2020-06-18 07:03:12.384: INFO @log_variables: valid face_box_recall mean: 0.567669 2020-06-18 07:03:12.384: INFO @log_variables: valid body_box_recall mean: 0.871337 2020-06-18 07:03:12.384: INFO @log_variables: valid face_box_precision mean: 0.487206 2020-06-18 07:03:12.384: INFO @log_variables: valid face_fp mean: 1.109006 2020-06-18 07:03:12.384: INFO @log_variables: valid face_fn mean: 0.651575 2020-06-18 07:03:12.384: INFO @log_variables: valid body_fp mean: 1.284941 2020-06-18 07:03:12.384: INFO @log_variables: valid body_fn mean: 0.909449 2020-06-18 07:03:12.384: INFO @log_variables: valid body_box_precision mean: 0.827751 2020-06-18 07:03:12.385: INFO @log_variables: valid loss mean: 1.316938 2020-06-18 07:03:12.385: INFO @log_variables: valid localisation_loss mean: 1.059772 2020-06-18 07:03:12.385: INFO @log_variables: valid classification_loss mean: 0.681075 2020-06-18 07:03:12.385: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-18 07:03:12.388: INFO @log_profile : T plain_train: 343.444693 2020-06-18 07:03:12.388: INFO @log_profile : T valid: 20.398034 2020-06-18 07:03:12.388: INFO @log_profile : T read data: 10.573942 2020-06-18 07:03:12.388: INFO @log_profile : T hooks: 27.641356 2020-06-18 07:03:12.388: INFO @main_loop : Epoch 508 done 2020-06-18 07:03:12.388: INFO @main_loop : Training epoch 509 2020-06-18 07:09:57.761: INFO @decay_lr : LR updated to `7.797373e-06` 2020-06-18 07:09:57.778: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 07:09:57.778: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 07:09:57.778: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 07:09:57.778: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-18 07:09:57.778: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-18 07:09:57.778: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-18 07:09:57.778: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-18 07:09:57.779: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-18 07:09:57.779: INFO @log_variables: plain_train face_fp mean: nan 2020-06-18 07:09:57.779: INFO @log_variables: plain_train face_fn mean: nan 2020-06-18 07:09:57.779: INFO @log_variables: plain_train body_fp mean: nan 2020-06-18 07:09:57.779: INFO @log_variables: plain_train body_fn mean: nan 2020-06-18 07:09:57.779: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-18 07:09:57.779: INFO @log_variables: plain_train loss mean: 1.205668 2020-06-18 07:09:57.779: INFO @log_variables: plain_train localisation_loss mean: 0.976467 2020-06-18 07:09:57.779: INFO @log_variables: plain_train classification_loss mean: 0.619788 2020-06-18 07:09:57.779: INFO @log_variables: valid box_f1 mean: 0.792112 2020-06-18 07:09:57.779: INFO @log_variables: valid box_recall mean: 0.845181 2020-06-18 07:09:57.779: INFO @log_variables: valid box_precision mean: 0.767227 2020-06-18 07:09:57.779: INFO @log_variables: valid face_box_f1 mean: 0.502866 2020-06-18 07:09:57.779: INFO @log_variables: valid body_box_f1 mean: 0.835598 2020-06-18 07:09:57.779: INFO @log_variables: valid face_box_recall mean: 0.569211 2020-06-18 07:09:57.779: INFO @log_variables: valid body_box_recall mean: 0.870864 2020-06-18 07:09:57.779: INFO @log_variables: valid face_box_precision mean: 0.479570 2020-06-18 07:09:57.779: INFO @log_variables: valid face_fp mean: 1.179872 2020-06-18 07:09:57.779: INFO @log_variables: valid face_fn mean: 0.645915 2020-06-18 07:09:57.779: INFO @log_variables: valid body_fp mean: 1.287156 2020-06-18 07:09:57.780: INFO @log_variables: valid body_fn mean: 0.917077 2020-06-18 07:09:57.780: INFO @log_variables: valid body_box_precision mean: 0.827489 2020-06-18 07:09:57.780: INFO @log_variables: valid loss mean: 1.308380 2020-06-18 07:09:57.780: INFO @log_variables: valid localisation_loss mean: 1.049462 2020-06-18 07:09:57.780: INFO @log_variables: valid classification_loss mean: 0.678703 2020-06-18 07:09:57.780: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-18 07:09:57.783: INFO @log_profile : T plain_train: 344.292829 2020-06-18 07:09:57.783: INFO @log_profile : T valid: 20.366688 2020-06-18 07:09:57.783: INFO @log_profile : T read data: 10.747704 2020-06-18 07:09:57.783: INFO @log_profile : T hooks: 27.939022 2020-06-18 07:09:57.783: INFO @main_loop : Epoch 509 done 2020-06-18 07:09:57.783: INFO @main_loop : Training epoch 510 2020-06-18 07:16:42.330: INFO @decay_lr : LR updated to `7.758385e-06` 2020-06-18 07:16:42.346: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 07:16:42.346: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 07:16:42.346: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 07:16:42.346: INFO @log_variables: plain_train 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0.626117 2020-06-18 07:16:42.346: INFO @log_variables: valid box_f1 mean: 0.791319 2020-06-18 07:16:42.347: INFO @log_variables: valid box_recall mean: 0.849718 2020-06-18 07:16:42.347: INFO @log_variables: valid box_precision mean: 0.762377 2020-06-18 07:16:42.347: INFO @log_variables: valid face_box_f1 mean: 0.502339 2020-06-18 07:16:42.347: INFO @log_variables: valid body_box_f1 mean: 0.835401 2020-06-18 07:16:42.347: INFO @log_variables: valid face_box_recall mean: 0.570675 2020-06-18 07:16:42.347: INFO @log_variables: valid body_box_recall mean: 0.875331 2020-06-18 07:16:42.347: INFO @log_variables: valid face_box_precision mean: 0.478042 2020-06-18 07:16:42.347: INFO @log_variables: valid face_fp mean: 1.215305 2020-06-18 07:16:42.347: INFO @log_variables: valid face_fn mean: 0.639026 2020-06-18 07:16:42.347: INFO @log_variables: valid body_fp mean: 1.344242 2020-06-18 07:16:42.347: INFO @log_variables: valid body_fn mean: 0.874754 2020-06-18 07:16:42.347: INFO @log_variables: valid body_box_precision mean: 0.822884 2020-06-18 07:16:42.347: INFO @log_variables: valid loss mean: 1.310082 2020-06-18 07:16:42.347: INFO @log_variables: valid localisation_loss mean: 1.051680 2020-06-18 07:16:42.347: INFO @log_variables: valid classification_loss mean: 0.679074 2020-06-18 07:16:42.347: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-18 07:16:42.350: INFO @log_profile : T plain_train: 343.753106 2020-06-18 07:16:42.350: INFO @log_profile : T valid: 20.234259 2020-06-18 07:16:42.350: INFO @log_profile : T read data: 10.601909 2020-06-18 07:16:42.350: INFO @log_profile : T hooks: 27.928814 2020-06-18 07:16:42.350: INFO @main_loop : Epoch 510 done 2020-06-18 07:16:42.351: INFO @main_loop : Training epoch 511 2020-06-18 07:23:27.583: INFO @decay_lr : LR updated to `7.719594e-06` 2020-06-18 07:23:27.600: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 07:23:27.600: INFO @log_variables: plain_train box_recall mean: nan 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@log_variables: plain_train localisation_loss mean: 0.977332 2020-06-18 07:23:27.600: INFO @log_variables: plain_train classification_loss mean: 0.622052 2020-06-18 07:23:27.601: INFO @log_variables: valid box_f1 mean: 0.791457 2020-06-18 07:23:27.601: INFO @log_variables: valid box_recall mean: 0.847233 2020-06-18 07:23:27.601: INFO @log_variables: valid box_precision mean: 0.764346 2020-06-18 07:23:27.601: INFO @log_variables: valid face_box_f1 mean: 0.501191 2020-06-18 07:23:27.601: INFO @log_variables: valid body_box_f1 mean: 0.835723 2020-06-18 07:23:27.601: INFO @log_variables: valid face_box_recall mean: 0.569827 2020-06-18 07:23:27.601: INFO @log_variables: valid body_box_recall mean: 0.872749 2020-06-18 07:23:27.601: INFO @log_variables: valid face_box_precision mean: 0.476856 2020-06-18 07:23:27.601: INFO @log_variables: valid face_fp mean: 1.210876 2020-06-18 07:23:27.601: INFO @log_variables: valid face_fn mean: 0.644193 2020-06-18 07:23:27.601: INFO @log_variables: valid body_fp mean: 1.302165 2020-06-18 07:23:27.601: INFO @log_variables: valid body_fn mean: 0.895669 2020-06-18 07:23:27.601: INFO @log_variables: valid body_box_precision mean: 0.825970 2020-06-18 07:23:27.601: INFO @log_variables: valid loss mean: 1.305929 2020-06-18 07:23:27.601: INFO @log_variables: valid localisation_loss mean: 1.049950 2020-06-18 07:23:27.601: INFO @log_variables: valid classification_loss mean: 0.675959 2020-06-18 07:23:27.601: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-18 07:23:27.604: INFO @log_profile : T plain_train: 343.589806 2020-06-18 07:23:27.604: INFO @log_profile : T valid: 20.688915 2020-06-18 07:23:27.604: INFO @log_profile : T read data: 10.793603 2020-06-18 07:23:27.604: INFO @log_profile : T hooks: 28.128572 2020-06-18 07:23:27.604: INFO @main_loop : Epoch 511 done 2020-06-18 07:23:27.605: INFO @main_loop : Training epoch 512 2020-06-18 07:30:13.494: INFO @decay_lr : LR updated to `7.680996e-06` 2020-06-18 07:30:13.510: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 07:30:13.510: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 07:30:13.510: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 07:30:13.510: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-18 07:30:13.510: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-18 07:30:13.510: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-18 07:30:13.510: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-18 07:30:13.510: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-18 07:30:13.510: INFO @log_variables: plain_train face_fp mean: nan 2020-06-18 07:30:13.510: INFO @log_variables: plain_train face_fn mean: nan 2020-06-18 07:30:13.510: INFO @log_variables: plain_train body_fp mean: nan 2020-06-18 07:30:13.510: INFO @log_variables: plain_train body_fn mean: nan 2020-06-18 07:30:13.510: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-18 07:30:13.510: INFO @log_variables: plain_train loss mean: 1.214771 2020-06-18 07:30:13.511: INFO @log_variables: plain_train localisation_loss mean: 0.980226 2020-06-18 07:30:13.511: INFO @log_variables: plain_train classification_loss mean: 0.626635 2020-06-18 07:30:13.511: INFO @log_variables: valid box_f1 mean: 0.788494 2020-06-18 07:30:13.511: INFO @log_variables: valid box_recall mean: 0.849721 2020-06-18 07:30:13.511: INFO @log_variables: valid box_precision mean: 0.756954 2020-06-18 07:30:13.511: INFO @log_variables: valid face_box_f1 mean: 0.495401 2020-06-18 07:30:13.511: INFO @log_variables: valid body_box_f1 mean: 0.835335 2020-06-18 07:30:13.511: INFO @log_variables: valid face_box_recall mean: 0.568026 2020-06-18 07:30:13.511: INFO @log_variables: valid body_box_recall mean: 0.876608 2020-06-18 07:30:13.511: INFO @log_variables: valid face_box_precision mean: 0.468864 2020-06-18 07:30:13.511: INFO @log_variables: valid face_fp mean: 1.270177 2020-06-18 07:30:13.511: INFO @log_variables: valid face_fn mean: 0.640748 2020-06-18 07:30:13.511: INFO @log_variables: valid body_fp mean: 1.351132 2020-06-18 07:30:13.511: INFO @log_variables: valid body_fn mean: 0.874508 2020-06-18 07:30:13.511: INFO @log_variables: valid body_box_precision mean: 0.821517 2020-06-18 07:30:13.511: INFO @log_variables: valid loss mean: 1.302164 2020-06-18 07:30:13.511: INFO @log_variables: valid localisation_loss mean: 1.050600 2020-06-18 07:30:13.511: INFO @log_variables: valid classification_loss mean: 0.671804 2020-06-18 07:30:13.511: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-18 07:30:13.514: INFO @log_profile : T plain_train: 344.023735 2020-06-18 07:30:13.515: INFO @log_profile : T valid: 20.616463 2020-06-18 07:30:13.515: INFO @log_profile : T read data: 10.772754 2020-06-18 07:30:13.515: INFO @log_profile : T hooks: 28.457862 2020-06-18 07:30:13.515: INFO @main_loop : Epoch 512 done 2020-06-18 07:30:13.515: INFO @main_loop : Training epoch 513 2020-06-18 07:36:58.163: INFO @decay_lr : LR updated to `7.64259e-06` 2020-06-18 07:36:58.180: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 07:36:58.180: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 07:36:58.180: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 07:36:58.180: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-18 07:36:58.180: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-18 07:36:58.180: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-18 07:36:58.180: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-18 07:36:58.180: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-18 07:36:58.181: INFO @log_variables: plain_train face_fp mean: nan 2020-06-18 07:36:58.181: INFO @log_variables: plain_train face_fn mean: nan 2020-06-18 07:36:58.181: INFO @log_variables: plain_train 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read data: 10.787063 2020-06-18 07:36:58.185: INFO @log_profile : T hooks: 27.162444 2020-06-18 07:36:58.185: INFO @main_loop : Epoch 513 done 2020-06-18 07:36:58.185: INFO @main_loop : Training epoch 514 2020-06-18 07:43:40.700: INFO @decay_lr : LR updated to `7.6043775e-06` 2020-06-18 07:43:40.717: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 07:43:40.717: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 07:43:40.717: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 07:43:40.717: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-18 07:43:40.717: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-18 07:43:40.717: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-18 07:43:40.717: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-18 07:43:40.717: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-18 07:43:40.717: INFO @log_variables: plain_train face_fp mean: 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INFO @log_variables: valid face_box_recall mean: 0.569182 2020-06-18 07:43:40.718: INFO @log_variables: valid body_box_recall mean: 0.872272 2020-06-18 07:43:40.718: INFO @log_variables: valid face_box_precision mean: 0.481353 2020-06-18 07:43:40.718: INFO @log_variables: valid face_fp mean: 1.178642 2020-06-18 07:43:40.718: INFO @log_variables: valid face_fn mean: 0.641978 2020-06-18 07:43:40.718: INFO @log_variables: valid body_fp mean: 1.313730 2020-06-18 07:43:40.718: INFO @log_variables: valid body_fn mean: 0.899606 2020-06-18 07:43:40.718: INFO @log_variables: valid body_box_precision mean: 0.824756 2020-06-18 07:43:40.718: INFO @log_variables: valid loss mean: 1.313014 2020-06-18 07:43:40.718: INFO @log_variables: valid localisation_loss mean: 1.057247 2020-06-18 07:43:40.718: INFO @log_variables: valid classification_loss mean: 0.678666 2020-06-18 07:43:40.718: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-18 07:43:40.721: INFO @log_profile : T plain_train: 342.344002 2020-06-18 07:43:40.722: INFO @log_profile : T valid: 20.089265 2020-06-18 07:43:40.722: INFO @log_profile : T read data: 10.860232 2020-06-18 07:43:40.722: INFO @log_profile : T hooks: 27.207299 2020-06-18 07:43:40.722: INFO @main_loop : Epoch 514 done 2020-06-18 07:43:40.722: INFO @main_loop : Training epoch 515 2020-06-18 07:50:21.528: INFO @decay_lr : LR updated to `7.5663556e-06` 2020-06-18 07:50:21.545: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 07:50:21.545: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 07:50:21.546: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 07:50:21.546: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-18 07:50:21.546: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-18 07:50:21.546: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-18 07:50:21.546: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-18 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@log_variables: valid face_box_f1 mean: 0.502661 2020-06-18 07:50:21.546: INFO @log_variables: valid body_box_f1 mean: 0.833497 2020-06-18 07:50:21.547: INFO @log_variables: valid face_box_recall mean: 0.569995 2020-06-18 07:50:21.547: INFO @log_variables: valid body_box_recall mean: 0.875962 2020-06-18 07:50:21.547: INFO @log_variables: valid face_box_precision mean: 0.479291 2020-06-18 07:50:21.547: INFO @log_variables: valid face_fp mean: 1.179134 2020-06-18 07:50:21.547: INFO @log_variables: valid face_fn mean: 0.642224 2020-06-18 07:50:21.547: INFO @log_variables: valid body_fp mean: 1.380906 2020-06-18 07:50:21.547: INFO @log_variables: valid body_fn mean: 0.868110 2020-06-18 07:50:21.547: INFO @log_variables: valid body_box_precision mean: 0.819104 2020-06-18 07:50:21.547: INFO @log_variables: valid loss mean: 1.307148 2020-06-18 07:50:21.547: INFO @log_variables: valid localisation_loss mean: 1.055379 2020-06-18 07:50:21.547: INFO @log_variables: valid classification_loss mean: 0.673920 2020-06-18 07:50:21.547: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-18 07:50:21.550: INFO @log_profile : T plain_train: 340.333576 2020-06-18 07:50:21.550: INFO @log_profile : T valid: 20.275092 2020-06-18 07:50:21.550: INFO @log_profile : T read data: 10.977310 2020-06-18 07:50:21.550: INFO @log_profile : T hooks: 27.224357 2020-06-18 07:50:21.550: INFO @main_loop : Epoch 515 done 2020-06-18 07:50:21.550: INFO @main_loop : Training epoch 516 2020-06-18 07:57:03.978: INFO @decay_lr : LR updated to `7.528524e-06` 2020-06-18 07:57:03.995: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 07:57:03.995: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 07:57:03.995: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 07:57:03.995: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-18 07:57:03.995: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-18 07:57:03.995: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-18 07:57:03.995: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-18 07:57:03.995: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-18 07:57:03.995: INFO @log_variables: plain_train face_fp mean: nan 2020-06-18 07:57:03.996: INFO @log_variables: plain_train face_fn mean: nan 2020-06-18 07:57:03.996: INFO @log_variables: plain_train body_fp mean: nan 2020-06-18 07:57:03.996: INFO @log_variables: plain_train body_fn mean: nan 2020-06-18 07:57:03.996: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-18 07:57:03.996: INFO @log_variables: plain_train loss mean: 1.207279 2020-06-18 07:57:03.996: INFO @log_variables: plain_train localisation_loss mean: 0.974386 2020-06-18 07:57:03.996: INFO @log_variables: plain_train classification_loss mean: 0.622647 2020-06-18 07:57:03.996: INFO @log_variables: valid box_f1 mean: 0.795040 2020-06-18 07:57:03.996: INFO @log_variables: 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07:57:03.997: INFO @log_variables: valid localisation_loss mean: 1.054838 2020-06-18 07:57:03.997: INFO @log_variables: valid classification_loss mean: 0.678941 2020-06-18 07:57:03.997: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-18 07:57:04.000: INFO @log_profile : T plain_train: 341.794309 2020-06-18 07:57:04.000: INFO @log_profile : T valid: 20.351003 2020-06-18 07:57:04.000: INFO @log_profile : T read data: 10.769003 2020-06-18 07:57:04.000: INFO @log_profile : T hooks: 27.513698 2020-06-18 07:57:04.000: INFO @main_loop : Epoch 516 done 2020-06-18 07:57:04.000: INFO @main_loop : Training epoch 517 2020-06-18 08:03:48.666: INFO @decay_lr : LR updated to `7.490881e-06` 2020-06-18 08:03:48.681: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 08:03:48.682: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 08:03:48.682: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 08:03:48.682: INFO 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08:17:19.059: INFO @main_loop : Epoch 519 done 2020-06-18 08:17:19.059: INFO @main_loop : Training epoch 520 2020-06-18 08:24:03.827: INFO @decay_lr : LR updated to `7.379079e-06` 2020-06-18 08:24:03.843: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 08:24:03.844: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 08:24:03.844: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 08:24:03.844: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-18 08:24:03.844: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-18 08:24:03.844: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-18 08:24:03.844: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-18 08:24:03.844: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-18 08:24:03.844: INFO @log_variables: plain_train face_fp mean: nan 2020-06-18 08:24:03.844: INFO @log_variables: plain_train face_fn mean: nan 2020-06-18 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@log_variables: valid body_box_recall mean: 0.874677 2020-06-18 08:24:03.845: INFO @log_variables: valid face_box_precision mean: 0.480483 2020-06-18 08:24:03.845: INFO @log_variables: valid face_fp mean: 1.184793 2020-06-18 08:24:03.845: INFO @log_variables: valid face_fn mean: 0.635581 2020-06-18 08:24:03.845: INFO @log_variables: valid body_fp mean: 1.331201 2020-06-18 08:24:03.845: INFO @log_variables: valid body_fn mean: 0.885335 2020-06-18 08:24:03.845: INFO @log_variables: valid body_box_precision mean: 0.824308 2020-06-18 08:24:03.845: INFO @log_variables: valid loss mean: 1.303168 2020-06-18 08:24:03.845: INFO @log_variables: valid localisation_loss mean: 1.051335 2020-06-18 08:24:03.845: INFO @log_variables: valid classification_loss mean: 0.672367 2020-06-18 08:24:03.845: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-18 08:24:03.848: INFO @log_profile : T plain_train: 343.576681 2020-06-18 08:24:03.848: INFO @log_profile : T valid: 20.439672 2020-06-18 08:24:03.848: INFO @log_profile : T read data: 10.788159 2020-06-18 08:24:03.848: INFO @log_profile : T hooks: 27.942877 2020-06-18 08:24:03.849: INFO @main_loop : Epoch 520 done 2020-06-18 08:24:03.849: INFO @main_loop : Training epoch 521 2020-06-18 08:30:48.844: INFO @decay_lr : LR updated to `7.3421834e-06` 2020-06-18 08:30:48.862: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 08:30:48.862: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 08:30:48.862: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 08:30:48.862: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-18 08:30:48.862: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-18 08:30:48.862: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-18 08:30:48.862: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-18 08:30:48.862: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-18 08:30:48.862: INFO @log_variables: plain_train face_fp mean: nan 2020-06-18 08:30:48.862: INFO @log_variables: plain_train face_fn mean: nan 2020-06-18 08:30:48.862: INFO @log_variables: plain_train body_fp mean: nan 2020-06-18 08:30:48.862: INFO @log_variables: plain_train body_fn mean: nan 2020-06-18 08:30:48.863: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-18 08:30:48.863: INFO @log_variables: plain_train loss mean: 1.208061 2020-06-18 08:30:48.863: INFO @log_variables: plain_train localisation_loss mean: 0.974034 2020-06-18 08:30:48.863: INFO @log_variables: plain_train classification_loss mean: 0.623641 2020-06-18 08:30:48.863: INFO @log_variables: valid box_f1 mean: 0.792937 2020-06-18 08:30:48.863: INFO @log_variables: valid box_recall mean: 0.850662 2020-06-18 08:30:48.863: INFO @log_variables: valid box_precision mean: 0.764292 2020-06-18 08:30:48.863: INFO @log_variables: valid face_box_f1 mean: 0.504975 2020-06-18 08:30:48.863: INFO @log_variables: 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./log/DetectionBodyFace-overheadAll-headCovered 2020-06-18 08:30:48.867: INFO @log_profile : T plain_train: 344.013927 2020-06-18 08:30:48.867: INFO @log_profile : T valid: 20.476906 2020-06-18 08:30:48.867: INFO @log_profile : T read data: 10.865196 2020-06-18 08:30:48.867: INFO @log_profile : T hooks: 27.612999 2020-06-18 08:30:48.867: INFO @main_loop : Epoch 521 done 2020-06-18 08:30:48.867: INFO @main_loop : Training epoch 522 2020-06-18 08:37:33.462: INFO @decay_lr : LR updated to `7.3054725e-06` 2020-06-18 08:37:33.478: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 08:37:33.478: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 08:37:33.478: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 08:37:33.478: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-18 08:37:33.478: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-18 08:37:33.479: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-18 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@log_variables: valid box_precision mean: 0.764862 2020-06-18 08:37:33.479: INFO @log_variables: valid face_box_f1 mean: 0.500717 2020-06-18 08:37:33.479: INFO @log_variables: valid body_box_f1 mean: 0.836722 2020-06-18 08:37:33.479: INFO @log_variables: valid face_box_recall mean: 0.568963 2020-06-18 08:37:33.479: INFO @log_variables: valid body_box_recall mean: 0.875123 2020-06-18 08:37:33.479: INFO @log_variables: valid face_box_precision mean: 0.477113 2020-06-18 08:37:33.479: INFO @log_variables: valid face_fp mean: 1.201033 2020-06-18 08:37:33.479: INFO @log_variables: valid face_fn mean: 0.645177 2020-06-18 08:37:33.480: INFO @log_variables: valid body_fp mean: 1.306841 2020-06-18 08:37:33.480: INFO @log_variables: valid body_fn mean: 0.882628 2020-06-18 08:37:33.480: INFO @log_variables: valid body_box_precision mean: 0.825356 2020-06-18 08:37:33.480: INFO @log_variables: valid loss mean: 1.297904 2020-06-18 08:37:33.480: INFO @log_variables: valid localisation_loss mean: 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@log_variables: valid box_f1 mean: 0.792151 2020-06-18 08:44:18.789: INFO @log_variables: valid box_recall mean: 0.848216 2020-06-18 08:44:18.789: INFO @log_variables: valid box_precision mean: 0.764521 2020-06-18 08:44:18.789: INFO @log_variables: valid face_box_f1 mean: 0.504568 2020-06-18 08:44:18.789: INFO @log_variables: valid body_box_f1 mean: 0.835965 2020-06-18 08:44:18.789: INFO @log_variables: valid face_box_recall mean: 0.573379 2020-06-18 08:44:18.789: INFO @log_variables: valid body_box_recall mean: 0.873037 2020-06-18 08:44:18.789: INFO @log_variables: valid face_box_precision mean: 0.480841 2020-06-18 08:44:18.789: INFO @log_variables: valid face_fp mean: 1.203740 2020-06-18 08:44:18.789: INFO @log_variables: valid face_fn mean: 0.639272 2020-06-18 08:44:18.789: INFO @log_variables: valid body_fp mean: 1.309793 2020-06-18 08:44:18.789: INFO @log_variables: valid body_fn mean: 0.877215 2020-06-18 08:44:18.789: INFO @log_variables: valid body_box_precision mean: 0.825337 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mean: 0.975502 2020-06-18 08:51:03.815: INFO @log_variables: plain_train classification_loss mean: 0.623770 2020-06-18 08:51:03.815: INFO @log_variables: valid box_f1 mean: 0.793235 2020-06-18 08:51:03.815: INFO @log_variables: valid box_recall mean: 0.848797 2020-06-18 08:51:03.815: INFO @log_variables: valid box_precision mean: 0.766485 2020-06-18 08:51:03.815: INFO @log_variables: valid face_box_f1 mean: 0.505644 2020-06-18 08:51:03.815: INFO @log_variables: valid body_box_f1 mean: 0.834976 2020-06-18 08:51:03.815: INFO @log_variables: valid face_box_recall mean: 0.570141 2020-06-18 08:51:03.816: INFO @log_variables: valid body_box_recall mean: 0.874403 2020-06-18 08:51:03.816: INFO @log_variables: valid face_box_precision mean: 0.483632 2020-06-18 08:51:03.816: INFO @log_variables: valid face_fp mean: 1.146900 2020-06-18 08:51:03.816: INFO @log_variables: valid face_fn mean: 0.640994 2020-06-18 08:51:03.816: INFO @log_variables: valid body_fp mean: 1.332185 2020-06-18 08:51:03.816: INFO @log_variables: valid body_fn mean: 0.887057 2020-06-18 08:51:03.816: INFO @log_variables: valid body_box_precision mean: 0.823347 2020-06-18 08:51:03.816: INFO @log_variables: valid loss mean: 1.301960 2020-06-18 08:51:03.816: INFO @log_variables: valid localisation_loss mean: 1.049257 2020-06-18 08:51:03.816: INFO @log_variables: valid classification_loss mean: 0.672407 2020-06-18 08:51:03.816: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-18 08:51:03.819: INFO @log_profile : T plain_train: 343.862290 2020-06-18 08:51:03.819: INFO @log_profile : T valid: 20.402202 2020-06-18 08:51:03.819: INFO @log_profile : T read data: 10.890046 2020-06-18 08:51:03.819: INFO @log_profile : T hooks: 27.821999 2020-06-18 08:51:03.819: INFO @main_loop : Epoch 524 done 2020-06-18 08:51:03.819: INFO @main_loop : Training epoch 525 2020-06-18 08:57:48.574: INFO @decay_lr : LR updated to `7.1964373e-06` 2020-06-18 08:57:48.590: INFO @log_variables: plain_train 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08:57:48.591: INFO @log_variables: plain_train loss mean: 1.212875 2020-06-18 08:57:48.591: INFO @log_variables: plain_train localisation_loss mean: 0.981922 2020-06-18 08:57:48.591: INFO @log_variables: plain_train classification_loss mean: 0.623721 2020-06-18 08:57:48.591: INFO @log_variables: valid box_f1 mean: 0.791179 2020-06-18 08:57:48.591: INFO @log_variables: valid box_recall mean: 0.850088 2020-06-18 08:57:48.591: INFO @log_variables: valid box_precision mean: 0.761433 2020-06-18 08:57:48.591: INFO @log_variables: valid face_box_f1 mean: 0.503467 2020-06-18 08:57:48.592: INFO @log_variables: valid body_box_f1 mean: 0.834717 2020-06-18 08:57:48.592: INFO @log_variables: valid face_box_recall mean: 0.573651 2020-06-18 08:57:48.592: INFO @log_variables: valid body_box_recall mean: 0.874561 2020-06-18 08:57:48.592: INFO @log_variables: valid face_box_precision mean: 0.477962 2020-06-18 08:57:48.592: INFO @log_variables: valid face_fp mean: 1.221211 2020-06-18 08:57:48.592: INFO @log_variables: valid face_fn mean: 0.633858 2020-06-18 08:57:48.592: INFO @log_variables: valid body_fp mean: 1.346949 2020-06-18 08:57:48.592: INFO @log_variables: valid body_fn mean: 0.876476 2020-06-18 08:57:48.592: INFO @log_variables: valid body_box_precision mean: 0.822286 2020-06-18 08:57:48.592: INFO @log_variables: valid loss mean: 1.299460 2020-06-18 08:57:48.592: INFO @log_variables: valid localisation_loss mean: 1.049421 2020-06-18 08:57:48.592: INFO @log_variables: valid classification_loss mean: 0.669808 2020-06-18 08:57:48.592: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-18 08:57:48.595: INFO @log_profile : T plain_train: 343.573316 2020-06-18 08:57:48.595: INFO @log_profile : T valid: 20.628472 2020-06-18 08:57:48.595: INFO @log_profile : T read data: 10.690045 2020-06-18 08:57:48.595: INFO @log_profile : T hooks: 27.846097 2020-06-18 08:57:48.595: INFO @main_loop : Epoch 525 done 2020-06-18 08:57:48.595: INFO @main_loop : Training epoch 526 2020-06-18 09:04:33.967: INFO @decay_lr : LR updated to `7.160455e-06` 2020-06-18 09:04:33.983: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 09:04:33.983: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 09:04:33.983: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 09:04:33.983: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-18 09:04:33.983: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-18 09:04:33.983: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-18 09:04:33.983: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-18 09:04:33.984: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-18 09:04:33.984: INFO @log_variables: plain_train face_fp mean: nan 2020-06-18 09:04:33.984: INFO @log_variables: plain_train face_fn mean: nan 2020-06-18 09:04:33.984: INFO @log_variables: plain_train body_fp mean: nan 2020-06-18 09:04:33.984: INFO @log_variables: plain_train body_fn mean: nan 2020-06-18 09:04:33.984: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-18 09:04:33.984: INFO @log_variables: plain_train loss mean: 1.205537 2020-06-18 09:04:33.984: INFO @log_variables: plain_train localisation_loss mean: 0.979213 2020-06-18 09:04:33.984: INFO @log_variables: plain_train classification_loss mean: 0.618010 2020-06-18 09:04:33.984: INFO @log_variables: valid box_f1 mean: 0.792380 2020-06-18 09:04:33.984: INFO @log_variables: valid box_recall mean: 0.848158 2020-06-18 09:04:33.984: INFO @log_variables: valid box_precision mean: 0.765015 2020-06-18 09:04:33.984: INFO @log_variables: valid face_box_f1 mean: 0.502902 2020-06-18 09:04:33.984: INFO @log_variables: valid body_box_f1 mean: 0.835117 2020-06-18 09:04:33.984: INFO @log_variables: valid face_box_recall mean: 0.568337 2020-06-18 09:04:33.984: INFO @log_variables: valid body_box_recall mean: 0.874021 2020-06-18 09:04:33.984: INFO @log_variables: valid face_box_precision mean: 0.480320 2020-06-18 09:04:33.984: INFO @log_variables: valid face_fp mean: 1.165108 2020-06-18 09:04:33.984: INFO @log_variables: valid face_fn mean: 0.646161 2020-06-18 09:04:33.985: INFO @log_variables: valid body_fp mean: 1.346949 2020-06-18 09:04:33.985: INFO @log_variables: valid body_fn mean: 0.886565 2020-06-18 09:04:33.985: INFO @log_variables: valid body_box_precision mean: 0.823444 2020-06-18 09:04:33.985: INFO @log_variables: valid loss mean: 1.307154 2020-06-18 09:04:33.985: INFO @log_variables: valid localisation_loss mean: 1.055610 2020-06-18 09:04:33.985: INFO @log_variables: valid classification_loss mean: 0.673788 2020-06-18 09:04:33.985: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-18 09:04:33.988: INFO @log_profile : T plain_train: 344.200928 2020-06-18 09:04:33.988: INFO @log_profile : T valid: 20.418693 2020-06-18 09:04:33.988: INFO @log_profile : T read data: 10.914545 2020-06-18 09:04:33.988: INFO @log_profile : T hooks: 27.801765 2020-06-18 09:04:33.988: INFO @main_loop : Epoch 526 done 2020-06-18 09:04:33.988: INFO @main_loop : Training epoch 527 2020-06-18 09:11:18.558: INFO @decay_lr : LR updated to `7.1246527e-06` 2020-06-18 09:11:18.575: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 09:11:18.575: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 09:11:18.575: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 09:11:18.575: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-18 09:11:18.575: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-18 09:11:18.575: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-18 09:11:18.576: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-18 09:11:18.576: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-18 09:11:18.576: INFO @log_variables: plain_train face_fp mean: nan 2020-06-18 09:11:18.576: INFO @log_variables: plain_train face_fn mean: nan 2020-06-18 09:11:18.576: INFO @log_variables: plain_train body_fp mean: nan 2020-06-18 09:11:18.576: INFO @log_variables: plain_train body_fn mean: nan 2020-06-18 09:11:18.576: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-18 09:11:18.576: INFO @log_variables: plain_train loss mean: 1.210955 2020-06-18 09:11:18.576: INFO @log_variables: plain_train localisation_loss mean: 0.979789 2020-06-18 09:11:18.576: INFO @log_variables: plain_train classification_loss mean: 0.623082 2020-06-18 09:11:18.576: INFO @log_variables: valid box_f1 mean: 0.792053 2020-06-18 09:11:18.576: INFO @log_variables: valid box_recall mean: 0.848903 2020-06-18 09:11:18.576: INFO @log_variables: valid box_precision mean: 0.763971 2020-06-18 09:11:18.576: INFO @log_variables: valid face_box_f1 mean: 0.499983 2020-06-18 09:11:18.576: INFO @log_variables: valid body_box_f1 mean: 0.836244 2020-06-18 09:11:18.576: INFO @log_variables: valid face_box_recall mean: 0.565611 2020-06-18 09:11:18.576: INFO @log_variables: valid body_box_recall mean: 0.875754 2020-06-18 09:11:18.576: INFO @log_variables: valid face_box_precision mean: 0.476787 2020-06-18 09:11:18.576: INFO @log_variables: valid face_fp mean: 1.186024 2020-06-18 09:11:18.577: INFO @log_variables: valid face_fn mean: 0.653543 2020-06-18 09:11:18.577: INFO @log_variables: valid body_fp mean: 1.327018 2020-06-18 09:11:18.577: INFO @log_variables: valid body_fn mean: 0.878937 2020-06-18 09:11:18.577: INFO @log_variables: valid body_box_precision mean: 0.824077 2020-06-18 09:11:18.577: INFO @log_variables: valid loss mean: 1.302068 2020-06-18 09:11:18.577: INFO @log_variables: valid localisation_loss mean: 1.051358 2020-06-18 09:11:18.577: INFO @log_variables: valid classification_loss mean: 0.671253 2020-06-18 09:11:18.577: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-18 09:11:18.580: INFO @log_profile : T plain_train: 343.148832 2020-06-18 09:11:18.580: INFO @log_profile : T valid: 20.580197 2020-06-18 09:11:18.580: INFO @log_profile : T read data: 10.609355 2020-06-18 09:11:18.580: INFO @log_profile : T hooks: 28.190476 2020-06-18 09:11:18.580: INFO @main_loop : Epoch 527 done 2020-06-18 09:11:18.580: INFO @main_loop : Training epoch 528 2020-06-18 09:18:04.445: INFO @decay_lr : LR updated to `7.0890296e-06` 2020-06-18 09:18:04.462: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 09:18:04.462: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 09:18:04.462: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 09:18:04.462: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-18 09:18:04.462: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-18 09:18:04.462: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-18 09:18:04.462: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-18 09:18:04.462: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-18 09:18:04.462: INFO @log_variables: plain_train face_fp mean: nan 2020-06-18 09:18:04.462: INFO @log_variables: plain_train face_fn mean: nan 2020-06-18 09:18:04.462: INFO @log_variables: plain_train body_fp mean: nan 2020-06-18 09:18:04.463: INFO @log_variables: plain_train body_fn mean: nan 2020-06-18 09:18:04.463: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-18 09:18:04.463: INFO @log_variables: plain_train loss mean: 1.210996 2020-06-18 09:18:04.463: INFO @log_variables: plain_train localisation_loss mean: 0.979947 2020-06-18 09:18:04.463: INFO @log_variables: plain_train classification_loss mean: 0.623027 2020-06-18 09:18:04.463: INFO @log_variables: valid box_f1 mean: 0.792566 2020-06-18 09:18:04.463: INFO @log_variables: valid box_recall mean: 0.846789 2020-06-18 09:18:04.463: INFO @log_variables: valid box_precision mean: 0.766550 2020-06-18 09:18:04.463: INFO @log_variables: valid 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09:18:04.464: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-18 09:18:04.467: INFO @log_profile : T plain_train: 343.972830 2020-06-18 09:18:04.467: INFO @log_profile : T valid: 20.583400 2020-06-18 09:18:04.467: INFO @log_profile : T read data: 11.095314 2020-06-18 09:18:04.467: INFO @log_profile : T hooks: 28.189004 2020-06-18 09:18:04.467: INFO @main_loop : Epoch 528 done 2020-06-18 09:18:04.467: INFO @main_loop : Training epoch 529 2020-06-18 09:24:49.379: INFO @decay_lr : LR updated to `7.0535843e-06` 2020-06-18 09:24:49.397: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 09:24:49.397: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 09:24:49.397: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 09:24:49.397: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-18 09:24:49.397: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-18 09:24:49.397: INFO @log_variables: 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mean: 0.847954 2020-06-18 09:24:49.398: INFO @log_variables: valid box_precision mean: 0.766113 2020-06-18 09:24:49.398: INFO @log_variables: valid face_box_f1 mean: 0.499850 2020-06-18 09:24:49.398: INFO @log_variables: valid body_box_f1 mean: 0.838988 2020-06-18 09:24:49.398: INFO @log_variables: valid face_box_recall mean: 0.569410 2020-06-18 09:24:49.398: INFO @log_variables: valid body_box_recall mean: 0.873645 2020-06-18 09:24:49.398: INFO @log_variables: valid face_box_precision mean: 0.474739 2020-06-18 09:24:49.398: INFO @log_variables: valid face_fp mean: 1.206939 2020-06-18 09:24:49.398: INFO @log_variables: valid face_fn mean: 0.638287 2020-06-18 09:24:49.398: INFO @log_variables: valid body_fp mean: 1.263041 2020-06-18 09:24:49.398: INFO @log_variables: valid body_fn mean: 0.888533 2020-06-18 09:24:49.398: INFO @log_variables: valid body_box_precision mean: 0.830640 2020-06-18 09:24:49.398: INFO @log_variables: valid loss mean: 1.304119 2020-06-18 09:24:49.398: INFO @log_variables: valid localisation_loss mean: 1.047564 2020-06-18 09:24:49.399: INFO @log_variables: valid classification_loss mean: 0.675581 2020-06-18 09:24:49.399: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-18 09:24:49.402: INFO @log_profile : T plain_train: 343.616712 2020-06-18 09:24:49.402: INFO @log_profile : T valid: 20.467398 2020-06-18 09:24:49.402: INFO @log_profile : T read data: 10.820890 2020-06-18 09:24:49.402: INFO @log_profile : T hooks: 27.984422 2020-06-18 09:24:49.402: INFO @main_loop : Epoch 529 done 2020-06-18 09:24:49.402: INFO @main_loop : Training epoch 530 2020-06-18 09:31:34.397: INFO @decay_lr : LR updated to `7.0183164e-06` 2020-06-18 09:31:34.413: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 09:31:34.413: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 09:31:34.413: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 09:31:34.413: INFO @log_variables: plain_train 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@log_variables: plain_train localisation_loss mean: 0.980290 2020-06-18 09:38:19.019: INFO @log_variables: plain_train classification_loss mean: 0.622372 2020-06-18 09:38:19.019: INFO @log_variables: valid box_f1 mean: 0.793198 2020-06-18 09:38:19.019: INFO @log_variables: valid box_recall mean: 0.848525 2020-06-18 09:38:19.019: INFO @log_variables: valid box_precision mean: 0.766246 2020-06-18 09:38:19.019: INFO @log_variables: valid face_box_f1 mean: 0.503524 2020-06-18 09:38:19.019: INFO @log_variables: valid body_box_f1 mean: 0.836640 2020-06-18 09:38:19.019: INFO @log_variables: valid face_box_recall mean: 0.571131 2020-06-18 09:38:19.019: INFO @log_variables: valid body_box_recall mean: 0.873680 2020-06-18 09:38:19.019: INFO @log_variables: valid face_box_precision mean: 0.479444 2020-06-18 09:38:19.019: INFO @log_variables: valid face_fp mean: 1.194882 2020-06-18 09:38:19.019: INFO @log_variables: valid face_fn mean: 0.634596 2020-06-18 09:38:19.019: INFO @log_variables: valid 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plain_train body_box_precision mean: nan 2020-06-18 09:45:03.087: INFO @log_variables: plain_train loss mean: 1.208993 2020-06-18 09:45:03.087: INFO @log_variables: plain_train localisation_loss mean: 0.977023 2020-06-18 09:45:03.087: INFO @log_variables: plain_train classification_loss mean: 0.622780 2020-06-18 09:45:03.087: INFO @log_variables: valid box_f1 mean: 0.791622 2020-06-18 09:45:03.088: INFO @log_variables: valid box_recall mean: 0.847173 2020-06-18 09:45:03.088: INFO @log_variables: valid box_precision mean: 0.764739 2020-06-18 09:45:03.088: INFO @log_variables: valid face_box_f1 mean: 0.499865 2020-06-18 09:45:03.088: INFO @log_variables: valid body_box_f1 mean: 0.837024 2020-06-18 09:45:03.088: INFO @log_variables: valid face_box_recall mean: 0.568821 2020-06-18 09:45:03.088: INFO @log_variables: valid body_box_recall mean: 0.873637 2020-06-18 09:45:03.088: INFO @log_variables: valid face_box_precision mean: 0.475108 2020-06-18 09:45:03.088: INFO @log_variables: valid face_fp mean: 1.214813 2020-06-18 09:45:03.088: INFO @log_variables: valid face_fn mean: 0.646654 2020-06-18 09:45:03.088: INFO @log_variables: valid body_fp mean: 1.282234 2020-06-18 09:45:03.088: INFO @log_variables: valid body_fn mean: 0.900591 2020-06-18 09:45:03.088: INFO @log_variables: valid body_box_precision mean: 0.827853 2020-06-18 09:45:03.088: INFO @log_variables: valid loss mean: 1.299582 2020-06-18 09:45:03.088: INFO @log_variables: valid localisation_loss mean: 1.049475 2020-06-18 09:45:03.088: INFO @log_variables: valid classification_loss mean: 0.669897 2020-06-18 09:45:03.088: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-18 09:45:03.091: INFO @log_profile : T plain_train: 343.256878 2020-06-18 09:45:03.091: INFO @log_profile : T valid: 20.351553 2020-06-18 09:45:03.091: INFO @log_profile : T read data: 10.833274 2020-06-18 09:45:03.091: INFO @log_profile : T hooks: 27.574400 2020-06-18 09:45:03.091: INFO @main_loop : Epoch 532 done 2020-06-18 09:45:03.091: INFO @main_loop : Training epoch 533 2020-06-18 09:51:48.467: INFO @decay_lr : LR updated to `6.9135676e-06` 2020-06-18 09:51:48.486: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 09:51:48.486: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 09:51:48.486: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 09:51:48.486: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-18 09:51:48.486: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-18 09:51:48.486: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-18 09:51:48.487: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-18 09:51:48.487: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-18 09:51:48.487: INFO @log_variables: plain_train face_fp mean: nan 2020-06-18 09:51:48.487: INFO @log_variables: plain_train face_fn mean: nan 2020-06-18 09:51:48.487: INFO @log_variables: plain_train 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2020-06-18 09:51:48.487: INFO @log_variables: valid face_box_precision mean: 0.482065 2020-06-18 09:51:48.487: INFO @log_variables: valid face_fp mean: 1.163140 2020-06-18 09:51:48.487: INFO @log_variables: valid face_fn mean: 0.640502 2020-06-18 09:51:48.488: INFO @log_variables: valid body_fp mean: 1.257874 2020-06-18 09:51:48.488: INFO @log_variables: valid body_fn mean: 0.921752 2020-06-18 09:51:48.488: INFO @log_variables: valid body_box_precision mean: 0.830197 2020-06-18 09:51:48.488: INFO @log_variables: valid loss mean: 1.308833 2020-06-18 09:51:48.488: INFO @log_variables: valid localisation_loss mean: 1.048113 2020-06-18 09:51:48.488: INFO @log_variables: valid classification_loss mean: 0.679965 2020-06-18 09:51:48.488: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-18 09:51:48.491: INFO @log_profile : T plain_train: 344.124146 2020-06-18 09:51:48.491: INFO @log_profile : T valid: 20.438591 2020-06-18 09:51:48.491: INFO @log_profile : T read data: 10.838041 2020-06-18 09:51:48.491: INFO @log_profile : T hooks: 27.934813 2020-06-18 09:51:48.491: INFO @main_loop : Epoch 533 done 2020-06-18 09:51:48.491: INFO @main_loop : Training epoch 534 2020-06-18 09:58:33.018: INFO @decay_lr : LR updated to `6.879e-06` 2020-06-18 09:58:33.036: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 09:58:33.036: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 09:58:33.036: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 09:58:33.036: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-18 09:58:33.036: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-18 09:58:33.036: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-18 09:58:33.036: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-18 09:58:33.036: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-18 09:58:33.036: INFO @log_variables: plain_train face_fp mean: nan 2020-06-18 09:58:33.037: INFO @log_variables: plain_train face_fn mean: nan 2020-06-18 09:58:33.037: INFO @log_variables: plain_train body_fp mean: nan 2020-06-18 09:58:33.037: INFO @log_variables: plain_train body_fn mean: nan 2020-06-18 09:58:33.037: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-18 09:58:33.037: INFO @log_variables: plain_train loss mean: 1.201838 2020-06-18 09:58:33.037: INFO @log_variables: plain_train localisation_loss mean: 0.972880 2020-06-18 09:58:33.037: INFO @log_variables: plain_train classification_loss mean: 0.618110 2020-06-18 09:58:33.037: INFO @log_variables: valid box_f1 mean: 0.790616 2020-06-18 09:58:33.037: INFO @log_variables: valid box_recall mean: 0.848761 2020-06-18 09:58:33.037: INFO @log_variables: valid box_precision mean: 0.761422 2020-06-18 09:58:33.037: INFO @log_variables: valid face_box_f1 mean: 0.500251 2020-06-18 09:58:33.037: INFO @log_variables: valid body_box_f1 mean: 0.835464 2020-06-18 09:58:33.037: INFO @log_variables: valid face_box_recall mean: 0.569707 2020-06-18 09:58:33.037: INFO @log_variables: valid body_box_recall mean: 0.874566 2020-06-18 09:58:33.037: INFO @log_variables: valid face_box_precision mean: 0.475483 2020-06-18 09:58:33.037: INFO @log_variables: valid face_fp mean: 1.216043 2020-06-18 09:58:33.037: INFO @log_variables: valid face_fn mean: 0.641978 2020-06-18 09:58:33.037: INFO @log_variables: valid body_fp mean: 1.328740 2020-06-18 09:58:33.037: INFO @log_variables: valid body_fn mean: 0.885089 2020-06-18 09:58:33.037: INFO @log_variables: valid body_box_precision mean: 0.823792 2020-06-18 09:58:33.038: INFO @log_variables: valid loss mean: 1.302777 2020-06-18 09:58:33.038: INFO @log_variables: valid localisation_loss mean: 1.052720 2020-06-18 09:58:33.038: INFO @log_variables: valid classification_loss mean: 0.671145 2020-06-18 09:58:33.038: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-18 09:58:33.041: INFO @log_profile : T plain_train: 343.709653 2020-06-18 09:58:33.041: INFO @log_profile : T valid: 20.250861 2020-06-18 09:58:33.041: INFO @log_profile : T read data: 10.964335 2020-06-18 09:58:33.041: INFO @log_profile : T hooks: 27.572705 2020-06-18 09:58:33.041: INFO @main_loop : Epoch 534 done 2020-06-18 09:58:33.041: INFO @main_loop : Training epoch 535 2020-06-18 10:05:17.373: INFO @decay_lr : LR updated to `6.844605e-06` 2020-06-18 10:05:17.389: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 10:05:17.389: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 10:05:17.389: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 10:05:17.389: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-18 10:05:17.389: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-18 10:05:17.389: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-18 10:05:17.389: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-18 10:05:17.390: 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face_box_f1 mean: 0.504861 2020-06-18 10:05:17.390: INFO @log_variables: valid body_box_f1 mean: 0.836610 2020-06-18 10:05:17.390: INFO @log_variables: valid face_box_recall mean: 0.569883 2020-06-18 10:05:17.390: INFO @log_variables: valid body_box_recall mean: 0.874003 2020-06-18 10:05:17.390: INFO @log_variables: valid face_box_precision mean: 0.482355 2020-06-18 10:05:17.390: INFO @log_variables: valid face_fp mean: 1.147392 2020-06-18 10:05:17.390: INFO @log_variables: valid face_fn mean: 0.642470 2020-06-18 10:05:17.390: INFO @log_variables: valid body_fp mean: 1.317667 2020-06-18 10:05:17.391: INFO @log_variables: valid body_fn mean: 0.886565 2020-06-18 10:05:17.391: INFO @log_variables: valid body_box_precision mean: 0.826063 2020-06-18 10:05:17.391: INFO @log_variables: valid loss mean: 1.307417 2020-06-18 10:05:17.391: INFO @log_variables: valid localisation_loss mean: 1.050026 2020-06-18 10:05:17.391: INFO @log_variables: valid classification_loss mean: 0.677401 2020-06-18 10:05:17.391: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-18 10:05:17.394: INFO @log_profile : T plain_train: 343.470870 2020-06-18 10:05:17.394: INFO @log_profile : T valid: 20.568026 2020-06-18 10:05:17.394: INFO @log_profile : T read data: 10.625402 2020-06-18 10:05:17.394: INFO @log_profile : T hooks: 27.647463 2020-06-18 10:05:17.394: INFO @main_loop : Epoch 535 done 2020-06-18 10:05:17.394: INFO @main_loop : Training epoch 536 2020-06-18 10:12:01.822: INFO @decay_lr : LR updated to `6.8103823e-06` 2020-06-18 10:12:01.838: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 10:12:01.838: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 10:12:01.838: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 10:12:01.838: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-18 10:12:01.838: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-18 10:12:01.838: INFO @log_variables: 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mean: 0.846135 2020-06-18 10:12:01.839: INFO @log_variables: valid box_precision mean: 0.766032 2020-06-18 10:12:01.839: INFO @log_variables: valid face_box_f1 mean: 0.499648 2020-06-18 10:12:01.839: INFO @log_variables: valid body_box_f1 mean: 0.837125 2020-06-18 10:12:01.839: INFO @log_variables: valid face_box_recall mean: 0.566954 2020-06-18 10:12:01.839: INFO @log_variables: valid body_box_recall mean: 0.872485 2020-06-18 10:12:01.839: INFO @log_variables: valid face_box_precision mean: 0.475963 2020-06-18 10:12:01.839: INFO @log_variables: valid face_fp mean: 1.204970 2020-06-18 10:12:01.839: INFO @log_variables: valid face_fn mean: 0.651329 2020-06-18 10:12:01.839: INFO @log_variables: valid body_fp mean: 1.285679 2020-06-18 10:12:01.840: INFO @log_variables: valid body_fn mean: 0.898868 2020-06-18 10:12:01.840: INFO @log_variables: valid body_box_precision mean: 0.828595 2020-06-18 10:12:01.840: INFO @log_variables: valid loss mean: 1.308246 2020-06-18 10:12:01.840: INFO @log_variables: valid localisation_loss mean: 1.050167 2020-06-18 10:12:01.840: INFO @log_variables: valid classification_loss mean: 0.678146 2020-06-18 10:12:01.840: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-18 10:12:01.843: INFO @log_profile : T plain_train: 343.532770 2020-06-18 10:12:01.843: INFO @log_profile : T valid: 20.254647 2020-06-18 10:12:01.843: INFO @log_profile : T read data: 10.858709 2020-06-18 10:12:01.843: INFO @log_profile : T hooks: 27.766307 2020-06-18 10:12:01.843: INFO @main_loop : Epoch 536 done 2020-06-18 10:12:01.843: INFO @main_loop : Training epoch 537 2020-06-18 10:18:47.579: INFO @decay_lr : LR updated to `6.7763303e-06` 2020-06-18 10:18:47.596: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 10:18:47.596: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 10:18:47.596: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 10:18:47.596: INFO @log_variables: plain_train 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@log_variables: plain_train localisation_loss mean: 0.970484 2020-06-18 10:25:32.700: INFO @log_variables: plain_train classification_loss mean: 0.622325 2020-06-18 10:25:32.700: INFO @log_variables: valid box_f1 mean: 0.788813 2020-06-18 10:25:32.700: INFO @log_variables: valid box_recall mean: 0.849661 2020-06-18 10:25:32.700: INFO @log_variables: valid box_precision mean: 0.757842 2020-06-18 10:25:32.700: INFO @log_variables: valid face_box_f1 mean: 0.500050 2020-06-18 10:25:32.700: INFO @log_variables: valid body_box_f1 mean: 0.833926 2020-06-18 10:25:32.700: INFO @log_variables: valid face_box_recall mean: 0.571851 2020-06-18 10:25:32.700: INFO @log_variables: valid body_box_recall mean: 0.875136 2020-06-18 10:25:32.700: INFO @log_variables: valid face_box_precision mean: 0.474258 2020-06-18 10:25:32.700: INFO @log_variables: valid face_fp mean: 1.249754 2020-06-18 10:25:32.700: INFO @log_variables: valid face_fn mean: 0.633366 2020-06-18 10:25:32.700: INFO @log_variables: valid body_fp mean: 1.358268 2020-06-18 10:25:32.701: INFO @log_variables: valid body_fn mean: 0.881152 2020-06-18 10:25:32.701: INFO @log_variables: valid body_box_precision mean: 0.820755 2020-06-18 10:25:32.701: INFO @log_variables: valid loss mean: 1.300640 2020-06-18 10:25:32.701: INFO @log_variables: valid localisation_loss mean: 1.051623 2020-06-18 10:25:32.701: INFO @log_variables: valid classification_loss mean: 0.669665 2020-06-18 10:25:32.701: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-18 10:25:32.704: INFO @log_profile : T plain_train: 344.244734 2020-06-18 10:25:32.704: INFO @log_profile : T valid: 20.464084 2020-06-18 10:25:32.704: INFO @log_profile : T read data: 10.912059 2020-06-18 10:25:32.704: INFO @log_profile : T hooks: 27.442596 2020-06-18 10:25:32.704: INFO @main_loop : Epoch 538 done 2020-06-18 10:25:32.704: INFO @main_loop : Training epoch 539 2020-06-18 10:32:17.874: INFO @decay_lr : LR updated to `6.7087362e-06` 2020-06-18 10:32:17.892: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 10:32:17.892: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 10:32:17.893: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 10:32:17.893: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-18 10:32:17.893: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-18 10:32:17.893: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-18 10:32:17.893: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-18 10:32:17.893: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-18 10:32:17.893: INFO @log_variables: plain_train face_fp mean: nan 2020-06-18 10:32:17.893: INFO @log_variables: plain_train face_fn mean: nan 2020-06-18 10:32:17.893: INFO @log_variables: plain_train body_fp mean: nan 2020-06-18 10:32:17.893: INFO @log_variables: plain_train body_fn mean: nan 2020-06-18 10:32:17.893: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-18 10:32:17.893: INFO @log_variables: plain_train loss mean: 1.206808 2020-06-18 10:32:17.893: INFO @log_variables: plain_train localisation_loss mean: 0.975989 2020-06-18 10:32:17.893: INFO @log_variables: plain_train classification_loss mean: 0.621214 2020-06-18 10:32:17.893: INFO @log_variables: valid box_f1 mean: 0.793716 2020-06-18 10:32:17.893: INFO @log_variables: valid box_recall mean: 0.847860 2020-06-18 10:32:17.893: INFO @log_variables: valid box_precision mean: 0.767935 2020-06-18 10:32:17.894: INFO @log_variables: valid face_box_f1 mean: 0.504464 2020-06-18 10:32:17.894: INFO @log_variables: valid body_box_f1 mean: 0.836514 2020-06-18 10:32:17.894: INFO @log_variables: valid face_box_recall mean: 0.570963 2020-06-18 10:32:17.894: INFO @log_variables: valid body_box_recall mean: 0.873050 2020-06-18 10:32:17.894: INFO @log_variables: valid face_box_precision mean: 0.481927 2020-06-18 10:32:17.894: INFO @log_variables: valid face_fp mean: 1.172244 2020-06-18 10:32:17.894: INFO @log_variables: valid face_fn mean: 0.638041 2020-06-18 10:32:17.894: INFO @log_variables: valid body_fp mean: 1.300197 2020-06-18 10:32:17.894: INFO @log_variables: valid body_fn mean: 0.897146 2020-06-18 10:32:17.894: INFO @log_variables: valid body_box_precision mean: 0.827118 2020-06-18 10:32:17.894: INFO @log_variables: valid loss mean: 1.311282 2020-06-18 10:32:17.894: INFO @log_variables: valid localisation_loss mean: 1.052125 2020-06-18 10:32:17.894: INFO @log_variables: valid classification_loss mean: 0.680006 2020-06-18 10:32:17.894: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-18 10:32:17.898: INFO @log_profile : T plain_train: 343.925452 2020-06-18 10:32:17.898: INFO @log_profile : T valid: 20.485724 2020-06-18 10:32:17.898: INFO @log_profile : T read data: 10.783173 2020-06-18 10:32:17.898: INFO @log_profile : T hooks: 27.956587 2020-06-18 10:32:17.898: INFO @main_loop : Epoch 539 done 2020-06-18 10:32:17.898: INFO @main_loop : Training epoch 540 2020-06-18 10:39:02.375: INFO @decay_lr : LR updated to `6.6751927e-06` 2020-06-18 10:39:02.393: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 10:39:02.393: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 10:39:02.393: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 10:39:02.393: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-18 10:39:02.393: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-18 10:39:02.393: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-18 10:39:02.393: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-18 10:39:02.393: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-18 10:39:02.393: INFO @log_variables: plain_train face_fp mean: nan 2020-06-18 10:39:02.393: INFO @log_variables: plain_train face_fn mean: nan 2020-06-18 10:39:02.393: INFO @log_variables: plain_train 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read data: 10.836193 2020-06-18 10:39:02.398: INFO @log_profile : T hooks: 27.552760 2020-06-18 10:39:02.398: INFO @main_loop : Epoch 540 done 2020-06-18 10:39:02.398: INFO @main_loop : Training epoch 541 2020-06-18 10:45:46.426: INFO @decay_lr : LR updated to `6.6418165e-06` 2020-06-18 10:45:46.443: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 10:45:46.444: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 10:45:46.444: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 10:45:46.444: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-18 10:45:46.444: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-18 10:45:46.444: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-18 10:45:46.444: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-18 10:45:46.444: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-18 10:45:46.444: INFO @log_variables: plain_train face_fp mean: 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INFO @log_variables: valid face_box_recall mean: 0.571735 2020-06-18 10:45:46.445: INFO @log_variables: valid body_box_recall mean: 0.873626 2020-06-18 10:45:46.445: INFO @log_variables: valid face_box_precision mean: 0.478539 2020-06-18 10:45:46.445: INFO @log_variables: valid face_fp mean: 1.192913 2020-06-18 10:45:46.445: INFO @log_variables: valid face_fn mean: 0.639026 2020-06-18 10:45:46.445: INFO @log_variables: valid body_fp mean: 1.294045 2020-06-18 10:45:46.445: INFO @log_variables: valid body_fn mean: 0.893947 2020-06-18 10:45:46.445: INFO @log_variables: valid body_box_precision mean: 0.826566 2020-06-18 10:45:46.445: INFO @log_variables: valid loss mean: 1.308654 2020-06-18 10:45:46.445: INFO @log_variables: valid localisation_loss mean: 1.052095 2020-06-18 10:45:46.445: INFO @log_variables: valid classification_loss mean: 0.677397 2020-06-18 10:45:46.445: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-18 10:45:46.448: INFO @log_profile : T plain_train: 343.648948 2020-06-18 10:45:46.448: INFO @log_profile : T valid: 20.146433 2020-06-18 10:45:46.448: INFO @log_profile : T read data: 10.816055 2020-06-18 10:45:46.448: INFO @log_profile : T hooks: 27.365043 2020-06-18 10:45:46.448: INFO @main_loop : Epoch 541 done 2020-06-18 10:45:46.448: INFO @main_loop : Training epoch 542 2020-06-18 10:52:31.444: INFO @decay_lr : LR updated to `6.6086072e-06` 2020-06-18 10:52:31.460: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 10:52:31.460: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 10:52:31.460: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 10:52:31.460: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-18 10:52:31.460: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-18 10:52:31.460: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-18 10:52:31.461: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-18 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@log_variables: valid face_box_f1 mean: 0.500556 2020-06-18 10:52:31.461: INFO @log_variables: valid body_box_f1 mean: 0.837129 2020-06-18 10:52:31.461: INFO @log_variables: valid face_box_recall mean: 0.571019 2020-06-18 10:52:31.461: INFO @log_variables: valid body_box_recall mean: 0.872817 2020-06-18 10:52:31.461: INFO @log_variables: valid face_box_precision mean: 0.475397 2020-06-18 10:52:31.461: INFO @log_variables: valid face_fp mean: 1.228593 2020-06-18 10:52:31.461: INFO @log_variables: valid face_fn mean: 0.638287 2020-06-18 10:52:31.461: INFO @log_variables: valid body_fp mean: 1.281988 2020-06-18 10:52:31.462: INFO @log_variables: valid body_fn mean: 0.900837 2020-06-18 10:52:31.462: INFO @log_variables: valid body_box_precision mean: 0.828381 2020-06-18 10:52:31.462: INFO @log_variables: valid loss mean: 1.309669 2020-06-18 10:52:31.462: INFO @log_variables: valid localisation_loss mean: 1.052364 2020-06-18 10:52:31.462: INFO @log_variables: valid classification_loss mean: 0.678250 2020-06-18 10:52:31.462: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-18 10:52:31.465: INFO @log_profile : T plain_train: 343.611752 2020-06-18 10:52:31.465: INFO @log_profile : T valid: 20.452229 2020-06-18 10:52:31.465: INFO @log_profile : T read data: 10.980435 2020-06-18 10:52:31.465: INFO @log_profile : T hooks: 27.881462 2020-06-18 10:52:31.465: INFO @main_loop : Epoch 542 done 2020-06-18 10:52:31.465: INFO @main_loop : Training epoch 543 2020-06-18 10:59:17.325: INFO @decay_lr : LR updated to `6.5755644e-06` 2020-06-18 10:59:17.342: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 10:59:17.342: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 10:59:17.342: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 10:59:17.342: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-18 10:59:17.342: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-18 10:59:17.343: INFO 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plain_train classification_loss mean: 0.622182 2020-06-18 11:06:08.205: INFO @log_variables: valid box_f1 mean: 0.792495 2020-06-18 11:06:08.205: INFO @log_variables: valid box_recall mean: 0.848731 2020-06-18 11:06:08.205: INFO @log_variables: valid box_precision mean: 0.765062 2020-06-18 11:06:08.205: INFO @log_variables: valid face_box_f1 mean: 0.503069 2020-06-18 11:06:08.205: INFO @log_variables: valid body_box_f1 mean: 0.836248 2020-06-18 11:06:08.205: INFO @log_variables: valid face_box_recall mean: 0.570734 2020-06-18 11:06:08.205: INFO @log_variables: valid body_box_recall mean: 0.874372 2020-06-18 11:06:08.205: INFO @log_variables: valid face_box_precision mean: 0.479451 2020-06-18 11:06:08.205: INFO @log_variables: valid face_fp mean: 1.184055 2020-06-18 11:06:08.205: INFO @log_variables: valid face_fn mean: 0.638041 2020-06-18 11:06:08.205: INFO @log_variables: valid body_fp mean: 1.310531 2020-06-18 11:06:08.206: INFO @log_variables: valid body_fn mean: 0.882628 2020-06-18 11:06:08.206: INFO @log_variables: valid body_box_precision mean: 0.825492 2020-06-18 11:06:08.206: INFO @log_variables: valid loss mean: 1.307112 2020-06-18 11:06:08.206: INFO @log_variables: valid localisation_loss mean: 1.049273 2020-06-18 11:06:08.206: INFO @log_variables: valid classification_loss mean: 0.677548 2020-06-18 11:06:08.206: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-18 11:06:08.321: INFO @log_profile : T plain_train: 350.019345 2020-06-18 11:06:08.321: INFO @log_profile : T valid: 20.016505 2020-06-18 11:06:08.321: INFO @log_profile : T read data: 11.694570 2020-06-18 11:06:08.321: INFO @log_profile : T hooks: 27.022220 2020-06-18 11:06:08.321: INFO @main_loop : Epoch 544 done 2020-06-18 11:06:08.321: INFO @main_loop : Training epoch 545 2020-06-18 11:12:58.402: INFO @decay_lr : LR updated to `6.509973e-06` 2020-06-18 11:12:58.432: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 11:12:58.432: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 11:12:58.432: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 11:12:58.432: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-18 11:12:58.432: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-18 11:12:58.432: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-18 11:12:58.432: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-18 11:12:58.432: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-18 11:12:58.432: INFO @log_variables: plain_train face_fp mean: nan 2020-06-18 11:12:58.432: INFO @log_variables: plain_train face_fn mean: nan 2020-06-18 11:12:58.432: INFO @log_variables: plain_train body_fp mean: nan 2020-06-18 11:12:58.432: INFO @log_variables: plain_train body_fn mean: nan 2020-06-18 11:12:58.432: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-18 11:12:58.433: INFO @log_variables: plain_train loss mean: 1.205996 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11:12:58.433: INFO @log_variables: valid body_fp mean: 1.334646 2020-06-18 11:12:58.433: INFO @log_variables: valid body_fn mean: 0.878691 2020-06-18 11:12:58.433: INFO @log_variables: valid body_box_precision mean: 0.823043 2020-06-18 11:12:58.433: INFO @log_variables: valid loss mean: 1.302766 2020-06-18 11:12:58.433: INFO @log_variables: valid localisation_loss mean: 1.048285 2020-06-18 11:12:58.433: INFO @log_variables: valid classification_loss mean: 0.673795 2020-06-18 11:12:58.433: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-18 11:12:58.436: INFO @log_profile : T plain_train: 349.156958 2020-06-18 11:12:58.437: INFO @log_profile : T valid: 19.990982 2020-06-18 11:12:58.437: INFO @log_profile : T read data: 11.867570 2020-06-18 11:12:58.437: INFO @log_profile : T hooks: 26.916656 2020-06-18 11:12:58.437: INFO @main_loop : Epoch 545 done 2020-06-18 11:12:58.437: INFO @main_loop : Training epoch 546 2020-06-18 11:19:48.495: INFO @decay_lr : LR updated to `6.477423e-06` 2020-06-18 11:19:48.529: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 11:19:48.529: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 11:19:48.529: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 11:19:48.529: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-18 11:19:48.529: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-18 11:19:48.529: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-18 11:19:48.529: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-18 11:19:48.529: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-18 11:19:48.529: INFO @log_variables: plain_train face_fp mean: nan 2020-06-18 11:19:48.529: INFO @log_variables: plain_train face_fn mean: nan 2020-06-18 11:19:48.529: INFO @log_variables: plain_train body_fp mean: nan 2020-06-18 11:19:48.529: INFO @log_variables: plain_train body_fn mean: nan 2020-06-18 11:19:48.529: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-18 11:19:48.529: INFO @log_variables: plain_train loss mean: 1.204419 2020-06-18 11:19:48.530: INFO @log_variables: plain_train localisation_loss mean: 0.976011 2020-06-18 11:19:48.530: INFO @log_variables: plain_train classification_loss mean: 0.618813 2020-06-18 11:19:48.530: INFO @log_variables: valid box_f1 mean: 0.794866 2020-06-18 11:19:48.530: INFO @log_variables: valid box_recall mean: 0.848515 2020-06-18 11:19:48.530: INFO @log_variables: valid box_precision mean: 0.769313 2020-06-18 11:19:48.530: INFO @log_variables: valid face_box_f1 mean: 0.505687 2020-06-18 11:19:48.530: INFO @log_variables: valid body_box_f1 mean: 0.837468 2020-06-18 11:19:48.530: INFO @log_variables: valid face_box_recall mean: 0.568896 2020-06-18 11:19:48.530: INFO @log_variables: valid body_box_recall mean: 0.874822 2020-06-18 11:19:48.530: INFO @log_variables: valid face_box_precision mean: 0.485006 2020-06-18 11:19:48.530: INFO @log_variables: valid face_fp mean: 1.143209 2020-06-18 11:19:48.530: INFO @log_variables: valid face_fn mean: 0.648376 2020-06-18 11:19:48.530: INFO @log_variables: valid body_fp mean: 1.306841 2020-06-18 11:19:48.530: INFO @log_variables: valid body_fn mean: 0.882136 2020-06-18 11:19:48.530: INFO @log_variables: valid body_box_precision mean: 0.827027 2020-06-18 11:19:48.530: INFO @log_variables: valid loss mean: 1.311310 2020-06-18 11:19:48.530: INFO @log_variables: valid localisation_loss mean: 1.053213 2020-06-18 11:19:48.530: INFO @log_variables: valid classification_loss mean: 0.679382 2020-06-18 11:19:48.531: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-18 11:19:48.534: INFO @log_profile : T plain_train: 349.832086 2020-06-18 11:19:48.534: INFO @log_profile : T valid: 20.170555 2020-06-18 11:19:48.534: INFO @log_profile : T read data: 11.551134 2020-06-18 11:19:48.534: INFO @log_profile : T hooks: 26.357739 2020-06-18 11:19:48.534: INFO @main_loop : Epoch 546 done 2020-06-18 11:19:48.534: INFO @main_loop : Training epoch 547 2020-06-18 11:26:38.711: INFO @decay_lr : LR updated to `6.445036e-06` 2020-06-18 11:26:38.741: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 11:26:38.741: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 11:26:38.741: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 11:26:38.741: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-18 11:26:38.741: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-18 11:26:38.741: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-18 11:26:38.742: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-18 11:26:38.742: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-18 11:26:38.742: INFO @log_variables: plain_train face_fp mean: nan 2020-06-18 11:26:38.742: INFO @log_variables: plain_train face_fn mean: nan 2020-06-18 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@log_variables: valid body_box_recall mean: 0.871624 2020-06-18 11:26:38.743: INFO @log_variables: valid face_box_precision mean: 0.481791 2020-06-18 11:26:38.743: INFO @log_variables: valid face_fp mean: 1.165354 2020-06-18 11:26:38.743: INFO @log_variables: valid face_fn mean: 0.646900 2020-06-18 11:26:38.743: INFO @log_variables: valid body_fp mean: 1.241634 2020-06-18 11:26:38.743: INFO @log_variables: valid body_fn mean: 0.913386 2020-06-18 11:26:38.743: INFO @log_variables: valid body_box_precision mean: 0.830934 2020-06-18 11:26:38.743: INFO @log_variables: valid loss mean: 1.302148 2020-06-18 11:26:38.743: INFO @log_variables: valid localisation_loss mean: 1.046936 2020-06-18 11:26:38.743: INFO @log_variables: valid classification_loss mean: 0.673986 2020-06-18 11:26:38.743: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-18 11:26:38.871: INFO @log_profile : T plain_train: 349.278323 2020-06-18 11:26:38.872: INFO @log_profile : T valid: 20.047455 2020-06-18 11:26:38.872: INFO @log_profile : T read data: 11.791554 2020-06-18 11:26:38.872: INFO @log_profile : T hooks: 27.040985 2020-06-18 11:26:38.872: INFO @main_loop : Epoch 547 done 2020-06-18 11:26:38.872: INFO @main_loop : Training epoch 548 2020-06-18 11:33:29.833: INFO @decay_lr : LR updated to `6.4128108e-06` 2020-06-18 11:33:29.852: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 11:33:29.852: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 11:33:29.852: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 11:33:29.852: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-18 11:33:29.853: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-18 11:33:29.853: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-18 11:33:29.853: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-18 11:33:29.853: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-18 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valid body_box_f1 mean: 0.833024 2020-06-18 11:33:29.853: INFO @log_variables: valid face_box_recall mean: 0.574029 2020-06-18 11:33:29.853: INFO @log_variables: valid body_box_recall mean: 0.876463 2020-06-18 11:33:29.854: INFO @log_variables: valid face_box_precision mean: 0.478856 2020-06-18 11:33:29.854: INFO @log_variables: valid face_fp mean: 1.199803 2020-06-18 11:33:29.854: INFO @log_variables: valid face_fn mean: 0.631890 2020-06-18 11:33:29.854: INFO @log_variables: valid body_fp mean: 1.403789 2020-06-18 11:33:29.854: INFO @log_variables: valid body_fn mean: 0.868356 2020-06-18 11:33:29.854: INFO @log_variables: valid body_box_precision mean: 0.817918 2020-06-18 11:33:29.854: INFO @log_variables: valid loss mean: 1.306903 2020-06-18 11:33:29.854: INFO @log_variables: valid localisation_loss mean: 1.055445 2020-06-18 11:33:29.854: INFO @log_variables: valid classification_loss mean: 0.673636 2020-06-18 11:33:29.854: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-18 11:33:29.857: INFO @log_profile : T plain_train: 349.968571 2020-06-18 11:33:29.857: INFO @log_profile : T valid: 20.179390 2020-06-18 11:33:29.857: INFO @log_profile : T read data: 11.599522 2020-06-18 11:33:29.857: INFO @log_profile : T hooks: 27.046788 2020-06-18 11:33:29.857: INFO @main_loop : Epoch 548 done 2020-06-18 11:33:29.857: INFO @main_loop : Training epoch 549 2020-06-18 11:40:19.810: INFO @decay_lr : LR updated to `6.3807465e-06` 2020-06-18 11:40:19.829: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 11:40:19.829: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 11:40:19.829: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 11:40:19.829: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-18 11:40:19.829: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-18 11:40:19.829: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-18 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@log_variables: valid box_precision mean: 0.769764 2020-06-18 11:40:19.830: INFO @log_variables: valid face_box_f1 mean: 0.505222 2020-06-18 11:40:19.830: INFO @log_variables: valid body_box_f1 mean: 0.835998 2020-06-18 11:40:19.830: INFO @log_variables: valid face_box_recall mean: 0.568498 2020-06-18 11:40:19.830: INFO @log_variables: valid body_box_recall mean: 0.873375 2020-06-18 11:40:19.830: INFO @log_variables: valid face_box_precision mean: 0.484521 2020-06-18 11:40:19.830: INFO @log_variables: valid face_fp mean: 1.132136 2020-06-18 11:40:19.830: INFO @log_variables: valid face_fn mean: 0.646161 2020-06-18 11:40:19.831: INFO @log_variables: valid body_fp mean: 1.300689 2020-06-18 11:40:19.831: INFO @log_variables: valid body_fn mean: 0.894685 2020-06-18 11:40:19.831: INFO @log_variables: valid body_box_precision mean: 0.825895 2020-06-18 11:40:19.831: INFO @log_variables: valid loss mean: 1.307403 2020-06-18 11:40:19.831: INFO @log_variables: valid localisation_loss mean: 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@log_variables: plain_train body_box_f1 mean: nan 2020-06-18 11:47:10.351: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-18 11:47:10.351: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-18 11:47:10.351: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-18 11:47:10.351: INFO @log_variables: plain_train face_fp mean: nan 2020-06-18 11:47:10.351: INFO @log_variables: plain_train face_fn mean: nan 2020-06-18 11:47:10.351: INFO @log_variables: plain_train body_fp mean: nan 2020-06-18 11:47:10.351: INFO @log_variables: plain_train body_fn mean: nan 2020-06-18 11:47:10.351: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-18 11:47:10.352: INFO @log_variables: plain_train loss mean: 1.206496 2020-06-18 11:47:10.352: INFO @log_variables: plain_train localisation_loss mean: 0.975739 2020-06-18 11:47:10.352: INFO @log_variables: plain_train classification_loss mean: 0.621052 2020-06-18 11:47:10.352: INFO @log_variables: valid box_f1 mean: 0.789267 2020-06-18 11:47:10.352: INFO @log_variables: valid box_recall mean: 0.848144 2020-06-18 11:47:10.352: INFO @log_variables: valid box_precision mean: 0.759786 2020-06-18 11:47:10.352: INFO @log_variables: valid face_box_f1 mean: 0.500579 2020-06-18 11:47:10.352: INFO @log_variables: valid body_box_f1 mean: 0.834788 2020-06-18 11:47:10.352: INFO @log_variables: valid face_box_recall mean: 0.572961 2020-06-18 11:47:10.352: INFO @log_variables: valid body_box_recall mean: 0.873062 2020-06-18 11:47:10.352: INFO @log_variables: valid face_box_precision mean: 0.473692 2020-06-18 11:47:10.352: INFO @log_variables: valid face_fp mean: 1.252707 2020-06-18 11:47:10.352: INFO @log_variables: valid face_fn mean: 0.635827 2020-06-18 11:47:10.352: INFO @log_variables: valid body_fp mean: 1.333907 2020-06-18 11:47:10.352: INFO @log_variables: valid body_fn mean: 0.895669 2020-06-18 11:47:10.352: INFO @log_variables: valid body_box_precision mean: 0.823856 2020-06-18 11:47:10.352: INFO @log_variables: valid loss mean: 1.309848 2020-06-18 11:47:10.352: INFO @log_variables: valid localisation_loss mean: 1.051783 2020-06-18 11:47:10.352: INFO @log_variables: valid classification_loss mean: 0.678778 2020-06-18 11:47:10.353: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-18 11:47:10.356: INFO @log_profile : T plain_train: 349.926766 2020-06-18 11:47:10.356: INFO @log_profile : T valid: 20.100515 2020-06-18 11:47:10.356: INFO @log_profile : T read data: 11.607243 2020-06-18 11:47:10.356: INFO @log_profile : T hooks: 26.709496 2020-06-18 11:47:10.356: INFO @main_loop : Epoch 550 done 2020-06-18 11:47:10.356: INFO @main_loop : Training epoch 551 2020-06-18 11:54:01.985: INFO @decay_lr : LR updated to `6.3170987e-06` 2020-06-18 11:54:02.003: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 11:54:02.004: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 11:54:02.004: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 11:54:02.004: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-18 11:54:02.004: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-18 11:54:02.004: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-18 11:54:02.004: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-18 11:54:02.004: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-18 11:54:02.004: INFO @log_variables: plain_train face_fp mean: nan 2020-06-18 11:54:02.004: INFO @log_variables: plain_train face_fn mean: nan 2020-06-18 11:54:02.004: INFO @log_variables: plain_train body_fp mean: nan 2020-06-18 11:54:02.004: INFO @log_variables: plain_train body_fn mean: nan 2020-06-18 11:54:02.004: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-18 11:54:02.004: INFO @log_variables: plain_train loss mean: 1.210491 2020-06-18 11:54:02.004: INFO @log_variables: plain_train localisation_loss mean: 0.981670 2020-06-18 11:54:02.004: INFO @log_variables: plain_train classification_loss mean: 0.621489 2020-06-18 11:54:02.004: INFO @log_variables: valid box_f1 mean: 0.793256 2020-06-18 11:54:02.004: INFO @log_variables: valid box_recall mean: 0.850575 2020-06-18 11:54:02.005: INFO @log_variables: valid box_precision mean: 0.764957 2020-06-18 11:54:02.005: INFO @log_variables: valid face_box_f1 mean: 0.504397 2020-06-18 11:54:02.005: INFO @log_variables: valid body_box_f1 mean: 0.835948 2020-06-18 11:54:02.005: INFO @log_variables: valid face_box_recall mean: 0.572479 2020-06-18 11:54:02.005: INFO @log_variables: valid body_box_recall mean: 0.875642 2020-06-18 11:54:02.005: INFO @log_variables: valid face_box_precision mean: 0.480356 2020-06-18 11:54:02.005: INFO @log_variables: valid face_fp mean: 1.179380 2020-06-18 11:54:02.005: INFO @log_variables: valid face_fn mean: 0.635335 2020-06-18 11:54:02.005: INFO @log_variables: valid body_fp mean: 1.333907 2020-06-18 11:54:02.005: INFO @log_variables: valid body_fn mean: 0.884350 2020-06-18 11:54:02.005: INFO @log_variables: valid body_box_precision mean: 0.823881 2020-06-18 11:54:02.005: INFO @log_variables: valid loss mean: 1.298528 2020-06-18 11:54:02.005: INFO @log_variables: valid localisation_loss mean: 1.047668 2020-06-18 11:54:02.005: INFO @log_variables: valid classification_loss mean: 0.669927 2020-06-18 11:54:02.005: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-18 11:54:02.008: INFO @log_profile : T plain_train: 350.268357 2020-06-18 11:54:02.008: INFO @log_profile : T valid: 20.045723 2020-06-18 11:54:02.009: INFO @log_profile : T read data: 11.756589 2020-06-18 11:54:02.009: INFO @log_profile : T hooks: 27.392762 2020-06-18 11:54:02.009: INFO @main_loop : Epoch 551 done 2020-06-18 11:54:02.009: INFO @main_loop : Training epoch 552 2020-06-18 12:00:53.359: INFO @decay_lr : LR updated to `6.2855133e-06` 2020-06-18 12:00:53.377: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 12:00:53.377: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 12:00:53.377: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 12:00:53.377: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-18 12:00:53.377: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-18 12:00:53.377: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-18 12:00:53.377: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-18 12:00:53.377: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-18 12:00:53.377: INFO @log_variables: plain_train face_fp mean: nan 2020-06-18 12:00:53.377: INFO @log_variables: plain_train face_fn mean: nan 2020-06-18 12:00:53.377: INFO @log_variables: plain_train body_fp mean: nan 2020-06-18 12:00:53.377: INFO @log_variables: plain_train body_fn mean: nan 2020-06-18 12:00:53.378: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-18 12:00:53.378: INFO @log_variables: plain_train loss mean: 1.205573 2020-06-18 12:00:53.378: INFO @log_variables: plain_train localisation_loss mean: 0.974660 2020-06-18 12:00:53.378: INFO @log_variables: plain_train classification_loss mean: 0.620777 2020-06-18 12:00:53.378: INFO @log_variables: valid box_f1 mean: 0.789507 2020-06-18 12:00:53.378: INFO @log_variables: valid box_recall mean: 0.851250 2020-06-18 12:00:53.378: INFO @log_variables: valid box_precision mean: 0.757901 2020-06-18 12:00:53.378: INFO @log_variables: valid face_box_f1 mean: 0.497620 2020-06-18 12:00:53.378: INFO @log_variables: valid body_box_f1 mean: 0.835691 2020-06-18 12:00:53.378: INFO @log_variables: valid face_box_recall mean: 0.569489 2020-06-18 12:00:53.378: INFO @log_variables: valid body_box_recall mean: 0.877415 2020-06-18 12:00:53.378: INFO @log_variables: valid face_box_precision mean: 0.471031 2020-06-18 12:00:53.378: INFO @log_variables: valid face_fp mean: 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12:00:53.382: INFO @main_loop : Training epoch 553 2020-06-18 12:07:44.012: INFO @decay_lr : LR updated to `6.2540857e-06` 2020-06-18 12:07:44.032: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 12:07:44.033: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 12:07:44.033: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 12:07:44.033: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-18 12:07:44.033: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-18 12:07:44.033: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-18 12:07:44.033: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-18 12:07:44.033: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-18 12:07:44.033: INFO @log_variables: plain_train face_fp mean: nan 2020-06-18 12:07:44.033: INFO @log_variables: plain_train face_fn mean: nan 2020-06-18 12:07:44.033: INFO @log_variables: plain_train body_fp mean: 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12:07:44.034: INFO @log_variables: valid face_box_precision mean: 0.482907 2020-06-18 12:07:44.034: INFO @log_variables: valid face_fp mean: 1.172982 2020-06-18 12:07:44.034: INFO @log_variables: valid face_fn mean: 0.638287 2020-06-18 12:07:44.034: INFO @log_variables: valid body_fp mean: 1.228593 2020-06-18 12:07:44.034: INFO @log_variables: valid body_fn mean: 0.910433 2020-06-18 12:07:44.034: INFO @log_variables: valid body_box_precision mean: 0.832344 2020-06-18 12:07:44.034: INFO @log_variables: valid loss mean: 1.307184 2020-06-18 12:07:44.034: INFO @log_variables: valid localisation_loss mean: 1.049024 2020-06-18 12:07:44.034: INFO @log_variables: valid classification_loss mean: 0.677769 2020-06-18 12:07:44.034: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-18 12:07:44.037: INFO @log_profile : T plain_train: 350.037435 2020-06-18 12:07:44.037: INFO @log_profile : T valid: 20.146481 2020-06-18 12:07:44.037: INFO @log_profile : T read data: 11.536781 2020-06-18 12:07:44.038: INFO @log_profile : T hooks: 26.736939 2020-06-18 12:07:44.038: INFO @main_loop : Epoch 553 done 2020-06-18 12:07:44.038: INFO @main_loop : Training epoch 554 2020-06-18 12:14:34.285: INFO @decay_lr : LR updated to `6.2228155e-06` 2020-06-18 12:14:34.305: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 12:14:34.305: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 12:14:34.305: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 12:14:34.305: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-18 12:14:34.305: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-18 12:14:34.305: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-18 12:14:34.305: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-18 12:14:34.305: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-18 12:14:34.305: INFO @log_variables: plain_train face_fp mean: nan 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@log_variables: valid face_box_recall mean: 0.567154 2020-06-18 12:14:34.306: INFO @log_variables: valid body_box_recall mean: 0.876809 2020-06-18 12:14:34.306: INFO @log_variables: valid face_box_precision mean: 0.481387 2020-06-18 12:14:34.306: INFO @log_variables: valid face_fp mean: 1.162156 2020-06-18 12:14:34.306: INFO @log_variables: valid face_fn mean: 0.650344 2020-06-18 12:14:34.306: INFO @log_variables: valid body_fp mean: 1.352854 2020-06-18 12:14:34.306: INFO @log_variables: valid body_fn mean: 0.869341 2020-06-18 12:14:34.306: INFO @log_variables: valid body_box_precision mean: 0.822884 2020-06-18 12:14:34.306: INFO @log_variables: valid loss mean: 1.306631 2020-06-18 12:14:34.306: INFO @log_variables: valid localisation_loss mean: 1.052827 2020-06-18 12:14:34.306: INFO @log_variables: valid classification_loss mean: 0.674935 2020-06-18 12:14:34.307: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-18 12:14:34.310: INFO @log_profile : T plain_train: 349.874169 2020-06-18 12:14:34.311: INFO @log_profile : T valid: 19.966357 2020-06-18 12:14:34.311: INFO @log_profile : T read data: 11.554111 2020-06-18 12:14:34.311: INFO @log_profile : T hooks: 26.683362 2020-06-18 12:14:34.311: INFO @main_loop : Epoch 554 done 2020-06-18 12:14:34.311: INFO @main_loop : Training epoch 555 2020-06-18 12:21:23.914: INFO @decay_lr : LR updated to `6.1917012e-06` 2020-06-18 12:21:23.934: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 12:21:23.934: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 12:21:23.934: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 12:21:23.934: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-18 12:21:23.934: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-18 12:21:23.934: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-18 12:21:23.934: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-18 12:21:23.934: 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12:21:23.935: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-18 12:21:23.939: INFO @log_profile : T plain_train: 348.933010 2020-06-18 12:21:23.939: INFO @log_profile : T valid: 19.967610 2020-06-18 12:21:23.939: INFO @log_profile : T read data: 11.727893 2020-06-18 12:21:23.939: INFO @log_profile : T hooks: 26.816628 2020-06-18 12:21:23.939: INFO @main_loop : Epoch 555 done 2020-06-18 12:21:23.939: INFO @main_loop : Training epoch 556 2020-06-18 12:28:14.114: INFO @decay_lr : LR updated to `6.160743e-06` 2020-06-18 12:28:14.132: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 12:28:14.132: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 12:28:14.132: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 12:28:14.132: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-18 12:28:14.132: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-18 12:28:14.132: INFO @log_variables: 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mean: 0.848092 2020-06-18 12:28:14.133: INFO @log_variables: valid box_precision mean: 0.763194 2020-06-18 12:28:14.133: INFO @log_variables: valid face_box_f1 mean: 0.501421 2020-06-18 12:28:14.133: INFO @log_variables: valid body_box_f1 mean: 0.836291 2020-06-18 12:28:14.133: INFO @log_variables: valid face_box_recall mean: 0.570158 2020-06-18 12:28:14.133: INFO @log_variables: valid body_box_recall mean: 0.873515 2020-06-18 12:28:14.133: INFO @log_variables: valid face_box_precision mean: 0.476834 2020-06-18 12:28:14.133: INFO @log_variables: valid face_fp mean: 1.220472 2020-06-18 12:28:14.133: INFO @log_variables: valid face_fn mean: 0.638041 2020-06-18 12:28:14.133: INFO @log_variables: valid body_fp mean: 1.302657 2020-06-18 12:28:14.133: INFO @log_variables: valid body_fn mean: 0.893947 2020-06-18 12:28:14.133: INFO @log_variables: valid body_box_precision mean: 0.826192 2020-06-18 12:28:14.133: INFO @log_variables: valid loss mean: 1.309940 2020-06-18 12:28:14.133: INFO @log_variables: valid localisation_loss mean: 1.054277 2020-06-18 12:28:14.134: INFO @log_variables: valid classification_loss mean: 0.677374 2020-06-18 12:28:14.134: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-18 12:28:14.137: INFO @log_profile : T plain_train: 349.739270 2020-06-18 12:28:14.137: INFO @log_profile : T valid: 20.039655 2020-06-18 12:28:14.137: INFO @log_profile : T read data: 11.545856 2020-06-18 12:28:14.137: INFO @log_profile : T hooks: 26.690660 2020-06-18 12:28:14.137: INFO @main_loop : Epoch 556 done 2020-06-18 12:28:14.137: INFO @main_loop : Training epoch 557 2020-06-18 12:35:04.486: INFO @decay_lr : LR updated to `6.1299393e-06` 2020-06-18 12:35:04.506: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 12:35:04.506: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 12:35:04.507: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 12:35:04.507: INFO @log_variables: plain_train 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0.622291 2020-06-18 12:35:04.507: INFO @log_variables: valid box_f1 mean: 0.791907 2020-06-18 12:35:04.507: INFO @log_variables: valid box_recall mean: 0.850291 2020-06-18 12:35:04.507: INFO @log_variables: valid box_precision mean: 0.762677 2020-06-18 12:35:04.507: INFO @log_variables: valid face_box_f1 mean: 0.505085 2020-06-18 12:35:04.507: INFO @log_variables: valid body_box_f1 mean: 0.836514 2020-06-18 12:35:04.508: INFO @log_variables: valid face_box_recall mean: 0.578928 2020-06-18 12:35:04.508: INFO @log_variables: valid body_box_recall mean: 0.873067 2020-06-18 12:35:04.508: INFO @log_variables: valid face_box_precision mean: 0.478120 2020-06-18 12:35:04.508: INFO @log_variables: valid face_fp mean: 1.250984 2020-06-18 12:35:04.508: INFO @log_variables: valid face_fn mean: 0.621309 2020-06-18 12:35:04.508: INFO @log_variables: valid body_fp mean: 1.300689 2020-06-18 12:35:04.508: INFO @log_variables: valid body_fn mean: 0.896161 2020-06-18 12:35:04.508: INFO @log_variables: 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@log_variables: plain_train localisation_loss mean: 0.973807 2020-06-18 12:41:54.726: INFO @log_variables: plain_train classification_loss mean: 0.619682 2020-06-18 12:41:54.726: INFO @log_variables: valid box_f1 mean: 0.790815 2020-06-18 12:41:54.726: INFO @log_variables: valid box_recall mean: 0.849743 2020-06-18 12:41:54.726: INFO @log_variables: valid box_precision mean: 0.761257 2020-06-18 12:41:54.726: INFO @log_variables: valid face_box_f1 mean: 0.502209 2020-06-18 12:41:54.727: INFO @log_variables: valid body_box_f1 mean: 0.835422 2020-06-18 12:41:54.727: INFO @log_variables: valid face_box_recall mean: 0.574536 2020-06-18 12:41:54.727: INFO @log_variables: valid body_box_recall mean: 0.874359 2020-06-18 12:41:54.727: INFO @log_variables: valid face_box_precision mean: 0.475553 2020-06-18 12:41:54.727: INFO @log_variables: valid face_fp mean: 1.237943 2020-06-18 12:41:54.727: INFO @log_variables: valid face_fn mean: 0.627461 2020-06-18 12:41:54.727: INFO @log_variables: valid body_fp mean: 1.321850 2020-06-18 12:41:54.727: INFO @log_variables: valid body_fn mean: 0.892470 2020-06-18 12:41:54.727: INFO @log_variables: valid body_box_precision mean: 0.824002 2020-06-18 12:41:54.727: INFO @log_variables: valid loss mean: 1.305371 2020-06-18 12:41:54.727: INFO @log_variables: valid localisation_loss mean: 1.051064 2020-06-18 12:41:54.727: INFO @log_variables: valid classification_loss mean: 0.674733 2020-06-18 12:41:54.727: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-18 12:41:54.732: INFO @log_profile : T plain_train: 349.583767 2020-06-18 12:41:54.732: INFO @log_profile : T valid: 20.065388 2020-06-18 12:41:54.732: INFO @log_profile : T read data: 11.458009 2020-06-18 12:41:54.732: INFO @log_profile : T hooks: 26.933256 2020-06-18 12:41:54.732: INFO @main_loop : Epoch 558 done 2020-06-18 12:41:54.732: INFO @main_loop : Training epoch 559 2020-06-18 12:48:44.822: INFO @decay_lr : LR updated to `6.0687935e-06` 2020-06-18 12:48:44.848: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 12:48:44.848: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 12:48:44.848: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 12:48:44.848: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-18 12:48:44.848: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-18 12:48:44.848: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-18 12:48:44.848: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-18 12:48:44.848: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-18 12:48:44.848: INFO @log_variables: plain_train face_fp mean: nan 2020-06-18 12:48:44.848: INFO @log_variables: plain_train face_fn mean: nan 2020-06-18 12:48:44.848: INFO @log_variables: plain_train body_fp mean: nan 2020-06-18 12:48:44.848: INFO @log_variables: plain_train body_fn mean: nan 2020-06-18 12:48:44.848: INFO @log_variables: 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face_fp mean: 1.107776 2020-06-18 12:48:44.849: INFO @log_variables: valid face_fn mean: 0.643455 2020-06-18 12:48:44.849: INFO @log_variables: valid body_fp mean: 1.285433 2020-06-18 12:48:44.849: INFO @log_variables: valid body_fn mean: 0.904774 2020-06-18 12:48:44.849: INFO @log_variables: valid body_box_precision mean: 0.828749 2020-06-18 12:48:44.849: INFO @log_variables: valid loss mean: 1.320268 2020-06-18 12:48:44.849: INFO @log_variables: valid localisation_loss mean: 1.048295 2020-06-18 12:48:44.849: INFO @log_variables: valid classification_loss mean: 0.691291 2020-06-18 12:48:44.849: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-18 12:48:44.853: INFO @log_profile : T plain_train: 349.573781 2020-06-18 12:48:44.853: INFO @log_profile : T valid: 19.960931 2020-06-18 12:48:44.853: INFO @log_profile : T read data: 11.629548 2020-06-18 12:48:44.853: INFO @log_profile : T hooks: 26.788361 2020-06-18 12:48:44.853: INFO @main_loop : Epoch 559 done 2020-06-18 12:48:44.853: INFO @main_loop : Training epoch 560 2020-06-18 12:55:34.936: INFO @decay_lr : LR updated to `6.0384496e-06` 2020-06-18 12:55:34.960: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 12:55:34.960: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 12:55:34.960: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 12:55:34.961: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-18 12:55:34.961: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-18 12:55:34.961: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-18 12:55:34.961: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-18 12:55:34.961: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-18 12:55:34.961: INFO @log_variables: plain_train face_fp mean: nan 2020-06-18 12:55:34.961: INFO @log_variables: plain_train face_fn mean: nan 2020-06-18 12:55:34.961: INFO @log_variables: plain_train 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read data: 11.536486 2020-06-18 12:55:34.966: INFO @log_profile : T hooks: 26.894768 2020-06-18 12:55:34.966: INFO @main_loop : Epoch 560 done 2020-06-18 12:55:34.966: INFO @main_loop : Training epoch 561 2020-06-18 13:02:25.197: INFO @decay_lr : LR updated to `6.0082575e-06` 2020-06-18 13:02:25.218: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 13:02:25.218: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 13:02:25.218: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 13:02:25.219: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-18 13:02:25.219: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-18 13:02:25.219: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-18 13:02:25.219: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-18 13:02:25.220: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-18 13:02:25.220: INFO @log_variables: plain_train face_fp mean: 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INFO @log_variables: valid face_box_recall mean: 0.572717 2020-06-18 13:02:25.221: INFO @log_variables: valid body_box_recall mean: 0.874852 2020-06-18 13:02:25.221: INFO @log_variables: valid face_box_precision mean: 0.474065 2020-06-18 13:02:25.221: INFO @log_variables: valid face_fp mean: 1.255413 2020-06-18 13:02:25.221: INFO @log_variables: valid face_fn mean: 0.634104 2020-06-18 13:02:25.221: INFO @log_variables: valid body_fp mean: 1.338829 2020-06-18 13:02:25.221: INFO @log_variables: valid body_fn mean: 0.880167 2020-06-18 13:02:25.221: INFO @log_variables: valid body_box_precision mean: 0.823135 2020-06-18 13:02:25.222: INFO @log_variables: valid loss mean: 1.302270 2020-06-18 13:02:25.222: INFO @log_variables: valid localisation_loss mean: 1.049137 2020-06-18 13:02:25.222: INFO @log_variables: valid classification_loss mean: 0.672788 2020-06-18 13:02:25.222: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-18 13:02:25.225: INFO @log_profile : T plain_train: 349.412755 2020-06-18 13:02:25.226: INFO @log_profile : T valid: 20.109720 2020-06-18 13:02:25.226: INFO @log_profile : T read data: 11.670943 2020-06-18 13:02:25.226: INFO @log_profile : T hooks: 26.887236 2020-06-18 13:02:25.226: INFO @main_loop : Epoch 561 done 2020-06-18 13:02:25.226: INFO @main_loop : Training epoch 562 2020-06-18 13:09:14.618: INFO @decay_lr : LR updated to `5.9782164e-06` 2020-06-18 13:09:14.651: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 13:09:14.651: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 13:09:14.651: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 13:09:14.651: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-18 13:09:14.651: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-18 13:09:14.651: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-18 13:09:14.651: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-18 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@log_variables: valid face_box_f1 mean: 0.505599 2020-06-18 13:09:14.652: INFO @log_variables: valid body_box_f1 mean: 0.836901 2020-06-18 13:09:14.652: INFO @log_variables: valid face_box_recall mean: 0.567817 2020-06-18 13:09:14.652: INFO @log_variables: valid body_box_recall mean: 0.871094 2020-06-18 13:09:14.652: INFO @log_variables: valid face_box_precision mean: 0.484980 2020-06-18 13:09:14.652: INFO @log_variables: valid face_fp mean: 1.124754 2020-06-18 13:09:14.652: INFO @log_variables: valid face_fn mean: 0.646900 2020-06-18 13:09:14.652: INFO @log_variables: valid body_fp mean: 1.267470 2020-06-18 13:09:14.652: INFO @log_variables: valid body_fn mean: 0.905758 2020-06-18 13:09:14.652: INFO @log_variables: valid body_box_precision mean: 0.829354 2020-06-18 13:09:14.652: INFO @log_variables: valid loss mean: 1.315914 2020-06-18 13:09:14.652: INFO @log_variables: valid localisation_loss mean: 1.049125 2020-06-18 13:09:14.652: INFO @log_variables: valid classification_loss mean: 0.686439 2020-06-18 13:09:14.652: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-18 13:09:14.655: INFO @log_profile : T plain_train: 349.054691 2020-06-18 13:09:14.656: INFO @log_profile : T valid: 20.024354 2020-06-18 13:09:14.656: INFO @log_profile : T read data: 11.643335 2020-06-18 13:09:14.656: INFO @log_profile : T hooks: 26.545350 2020-06-18 13:09:14.656: INFO @main_loop : Epoch 562 done 2020-06-18 13:09:14.656: INFO @main_loop : Training epoch 563 2020-06-18 13:16:05.068: INFO @decay_lr : LR updated to `5.9483255e-06` 2020-06-18 13:16:05.086: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 13:16:05.087: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 13:16:05.087: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 13:16:05.087: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-18 13:16:05.087: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-18 13:16:05.087: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-18 13:16:05.087: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-18 13:16:05.087: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-18 13:16:05.087: INFO @log_variables: plain_train face_fp mean: nan 2020-06-18 13:16:05.087: INFO @log_variables: plain_train face_fn mean: nan 2020-06-18 13:16:05.087: INFO @log_variables: plain_train body_fp mean: nan 2020-06-18 13:16:05.087: INFO @log_variables: plain_train body_fn mean: nan 2020-06-18 13:16:05.087: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-18 13:16:05.087: INFO @log_variables: plain_train loss mean: 1.201407 2020-06-18 13:16:05.087: INFO @log_variables: plain_train localisation_loss mean: 0.969468 2020-06-18 13:16:05.087: INFO @log_variables: plain_train classification_loss mean: 0.619726 2020-06-18 13:16:05.088: INFO @log_variables: valid box_f1 mean: 0.794100 2020-06-18 13:16:05.088: INFO @log_variables: 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13:16:05.088: INFO @log_variables: valid localisation_loss mean: 1.068111 2020-06-18 13:16:05.088: INFO @log_variables: valid classification_loss mean: 0.681885 2020-06-18 13:16:05.088: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-18 13:16:05.092: INFO @log_profile : T plain_train: 349.575523 2020-06-18 13:16:05.092: INFO @log_profile : T valid: 20.188272 2020-06-18 13:16:05.092: INFO @log_profile : T read data: 11.625419 2020-06-18 13:16:05.092: INFO @log_profile : T hooks: 26.867430 2020-06-18 13:16:05.092: INFO @main_loop : Epoch 563 done 2020-06-18 13:16:05.092: INFO @main_loop : Training epoch 564 2020-06-18 13:22:54.765: INFO @decay_lr : LR updated to `5.9185836e-06` 2020-06-18 13:22:54.789: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 13:22:54.790: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 13:22:54.790: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 13:22:54.790: INFO 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13:22:54.791: INFO @log_variables: valid body_box_precision mean: 0.831245 2020-06-18 13:22:54.791: INFO @log_variables: valid loss mean: 1.311716 2020-06-18 13:22:54.791: INFO @log_variables: valid localisation_loss mean: 1.051075 2020-06-18 13:22:54.791: INFO @log_variables: valid classification_loss mean: 0.681070 2020-06-18 13:22:54.791: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-18 13:22:54.794: INFO @log_profile : T plain_train: 349.453476 2020-06-18 13:22:54.794: INFO @log_profile : T valid: 19.929454 2020-06-18 13:22:54.794: INFO @log_profile : T read data: 11.498129 2020-06-18 13:22:54.794: INFO @log_profile : T hooks: 26.642494 2020-06-18 13:22:54.795: INFO @main_loop : Epoch 564 done 2020-06-18 13:22:54.795: INFO @main_loop : Training epoch 565 2020-06-18 13:29:45.510: INFO @decay_lr : LR updated to `5.8889905e-06` 2020-06-18 13:29:45.537: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 13:29:45.537: INFO @log_variables: 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13:36:36.284: INFO @main_loop : Epoch 566 done 2020-06-18 13:36:36.284: INFO @main_loop : Training epoch 567 2020-06-18 13:43:26.036: INFO @decay_lr : LR updated to `5.830248e-06` 2020-06-18 13:43:26.064: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 13:43:26.065: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 13:43:26.065: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 13:43:26.065: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-18 13:43:26.065: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-18 13:43:26.065: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-18 13:43:26.065: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-18 13:43:26.065: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-18 13:43:26.065: INFO @log_variables: plain_train face_fp mean: nan 2020-06-18 13:43:26.065: INFO @log_variables: plain_train face_fn mean: nan 2020-06-18 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@log_variables: valid body_box_recall mean: 0.874407 2020-06-18 13:43:26.066: INFO @log_variables: valid face_box_precision mean: 0.480195 2020-06-18 13:43:26.066: INFO @log_variables: valid face_fp mean: 1.175443 2020-06-18 13:43:26.066: INFO @log_variables: valid face_fn mean: 0.643209 2020-06-18 13:43:26.066: INFO @log_variables: valid body_fp mean: 1.286417 2020-06-18 13:43:26.066: INFO @log_variables: valid body_fn mean: 0.887303 2020-06-18 13:43:26.066: INFO @log_variables: valid body_box_precision mean: 0.827694 2020-06-18 13:43:26.066: INFO @log_variables: valid loss mean: 1.302335 2020-06-18 13:43:26.066: INFO @log_variables: valid localisation_loss mean: 1.047910 2020-06-18 13:43:26.066: INFO @log_variables: valid classification_loss mean: 0.673589 2020-06-18 13:43:26.066: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-18 13:43:26.069: INFO @log_profile : T plain_train: 349.721559 2020-06-18 13:43:26.070: INFO @log_profile : T valid: 19.948490 2020-06-18 13:43:26.070: INFO @log_profile : T read data: 11.578434 2020-06-18 13:43:26.070: INFO @log_profile : T hooks: 26.360339 2020-06-18 13:43:26.070: INFO @main_loop : Epoch 567 done 2020-06-18 13:43:26.070: INFO @main_loop : Training epoch 568 2020-06-18 13:50:15.624: INFO @decay_lr : LR updated to `5.801097e-06` 2020-06-18 13:50:15.646: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 13:50:15.646: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 13:50:15.647: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 13:50:15.647: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-18 13:50:15.647: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-18 13:50:15.647: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-18 13:50:15.647: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-18 13:50:15.647: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-18 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./log/DetectionBodyFace-overheadAll-headCovered 2020-06-18 13:50:15.653: INFO @log_profile : T plain_train: 349.130247 2020-06-18 13:50:15.654: INFO @log_profile : T valid: 20.108985 2020-06-18 13:50:15.654: INFO @log_profile : T read data: 11.583128 2020-06-18 13:50:15.654: INFO @log_profile : T hooks: 26.583114 2020-06-18 13:50:15.654: INFO @main_loop : Epoch 568 done 2020-06-18 13:50:15.654: INFO @main_loop : Training epoch 569 2020-06-18 13:57:05.565: INFO @decay_lr : LR updated to `5.7720913e-06` 2020-06-18 13:57:05.590: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 13:57:05.591: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 13:57:05.591: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 13:57:05.591: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-18 13:57:05.591: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-18 13:57:05.591: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-18 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@log_variables: valid box_precision mean: 0.761623 2020-06-18 13:57:05.592: INFO @log_variables: valid face_box_f1 mean: 0.498957 2020-06-18 13:57:05.592: INFO @log_variables: valid body_box_f1 mean: 0.837071 2020-06-18 13:57:05.592: INFO @log_variables: valid face_box_recall mean: 0.568755 2020-06-18 13:57:05.592: INFO @log_variables: valid body_box_recall mean: 0.875597 2020-06-18 13:57:05.592: INFO @log_variables: valid face_box_precision mean: 0.473777 2020-06-18 13:57:05.592: INFO @log_variables: valid face_fp mean: 1.231545 2020-06-18 13:57:05.592: INFO @log_variables: valid face_fn mean: 0.644931 2020-06-18 13:57:05.592: INFO @log_variables: valid body_fp mean: 1.318159 2020-06-18 13:57:05.592: INFO @log_variables: valid body_fn mean: 0.876969 2020-06-18 13:57:05.592: INFO @log_variables: valid body_box_precision mean: 0.825950 2020-06-18 13:57:05.592: INFO @log_variables: valid loss mean: 1.303002 2020-06-18 13:57:05.593: INFO @log_variables: valid localisation_loss mean: 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@log_variables: valid box_f1 mean: 0.796366 2020-06-18 14:03:54.878: INFO @log_variables: valid box_recall mean: 0.843266 2020-06-18 14:03:54.878: INFO @log_variables: valid box_precision mean: 0.776432 2020-06-18 14:03:54.878: INFO @log_variables: valid face_box_f1 mean: 0.506967 2020-06-18 14:03:54.878: INFO @log_variables: valid body_box_f1 mean: 0.838950 2020-06-18 14:03:54.878: INFO @log_variables: valid face_box_recall mean: 0.570179 2020-06-18 14:03:54.878: INFO @log_variables: valid body_box_recall mean: 0.867931 2020-06-18 14:03:54.878: INFO @log_variables: valid face_box_precision mean: 0.486608 2020-06-18 14:03:54.878: INFO @log_variables: valid face_fp mean: 1.127461 2020-06-18 14:03:54.878: INFO @log_variables: valid face_fn mean: 0.642224 2020-06-18 14:03:54.878: INFO @log_variables: valid body_fp mean: 1.198327 2020-06-18 14:03:54.878: INFO @log_variables: valid body_fn mean: 0.940945 2020-06-18 14:03:54.878: INFO @log_variables: valid body_box_precision mean: 0.835876 2020-06-18 14:03:54.878: INFO @log_variables: valid loss mean: 1.323117 2020-06-18 14:03:54.878: INFO @log_variables: valid localisation_loss mean: 1.053440 2020-06-18 14:03:54.878: INFO @log_variables: valid classification_loss mean: 0.691053 2020-06-18 14:03:54.878: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-18 14:03:54.882: INFO @log_profile : T plain_train: 348.881900 2020-06-18 14:03:54.882: INFO @log_profile : T valid: 19.998345 2020-06-18 14:03:54.882: INFO @log_profile : T read data: 11.767679 2020-06-18 14:03:54.882: INFO @log_profile : T hooks: 26.457241 2020-06-18 14:03:54.882: INFO @main_loop : Epoch 570 done 2020-06-18 14:03:54.882: INFO @main_loop : Training epoch 571 2020-06-18 14:10:45.017: INFO @decay_lr : LR updated to `5.714515e-06` 2020-06-18 14:10:45.037: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 14:10:45.037: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 14:10:45.037: INFO 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localisation_loss mean: 0.972096 2020-06-18 14:10:45.038: INFO @log_variables: plain_train classification_loss mean: 0.618561 2020-06-18 14:10:45.038: INFO @log_variables: valid box_f1 mean: 0.791932 2020-06-18 14:10:45.038: INFO @log_variables: valid box_recall mean: 0.849022 2020-06-18 14:10:45.038: INFO @log_variables: valid box_precision mean: 0.764023 2020-06-18 14:10:45.038: INFO @log_variables: valid face_box_f1 mean: 0.502734 2020-06-18 14:10:45.038: INFO @log_variables: valid body_box_f1 mean: 0.835519 2020-06-18 14:10:45.038: INFO @log_variables: valid face_box_recall mean: 0.569648 2020-06-18 14:10:45.038: INFO @log_variables: valid body_box_recall mean: 0.874909 2020-06-18 14:10:45.038: INFO @log_variables: valid face_box_precision mean: 0.479916 2020-06-18 14:10:45.038: INFO @log_variables: valid face_fp mean: 1.174705 2020-06-18 14:10:45.038: INFO @log_variables: valid face_fn mean: 0.643209 2020-06-18 14:10:45.038: INFO @log_variables: valid body_fp mean: 1.343012 2020-06-18 14:10:45.038: INFO @log_variables: valid body_fn mean: 0.882136 2020-06-18 14:10:45.038: INFO @log_variables: valid body_box_precision mean: 0.823501 2020-06-18 14:10:45.038: INFO @log_variables: valid loss mean: 1.305836 2020-06-18 14:10:45.039: INFO @log_variables: valid localisation_loss mean: 1.049290 2020-06-18 14:10:45.039: INFO @log_variables: valid classification_loss mean: 0.676261 2020-06-18 14:10:45.039: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-18 14:10:45.042: INFO @log_profile : T plain_train: 349.511792 2020-06-18 14:10:45.042: INFO @log_profile : T valid: 20.127902 2020-06-18 14:10:45.042: INFO @log_profile : T read data: 11.474800 2020-06-18 14:10:45.042: INFO @log_profile : T hooks: 26.853739 2020-06-18 14:10:45.042: INFO @main_loop : Epoch 571 done 2020-06-18 14:10:45.042: INFO @main_loop : Training epoch 572 2020-06-18 14:17:35.673: INFO @decay_lr : LR updated to `5.685942e-06` 2020-06-18 14:17:35.695: INFO 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14:17:35.700: INFO @main_loop : Training epoch 573 2020-06-18 14:24:26.698: INFO @decay_lr : LR updated to `5.6575122e-06` 2020-06-18 14:24:26.717: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 14:24:26.718: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 14:24:26.718: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 14:24:26.718: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-18 14:24:26.718: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-18 14:24:26.718: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-18 14:24:26.718: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-18 14:24:26.718: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-18 14:24:26.718: INFO @log_variables: plain_train face_fp mean: nan 2020-06-18 14:24:26.718: INFO @log_variables: plain_train face_fn mean: nan 2020-06-18 14:24:26.718: INFO @log_variables: plain_train body_fp mean: 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2020-06-18 14:31:17.128: INFO @log_variables: plain_train face_fn mean: nan 2020-06-18 14:31:17.128: INFO @log_variables: plain_train body_fp mean: nan 2020-06-18 14:31:17.128: INFO @log_variables: plain_train body_fn mean: nan 2020-06-18 14:31:17.128: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-18 14:31:17.128: INFO @log_variables: plain_train loss mean: 1.202760 2020-06-18 14:31:17.128: INFO @log_variables: plain_train localisation_loss mean: 0.973992 2020-06-18 14:31:17.128: INFO @log_variables: plain_train classification_loss mean: 0.618365 2020-06-18 14:31:17.128: INFO @log_variables: valid box_f1 mean: 0.794921 2020-06-18 14:31:17.128: INFO @log_variables: valid box_recall mean: 0.845518 2020-06-18 14:31:17.129: INFO @log_variables: valid box_precision mean: 0.771535 2020-06-18 14:31:17.129: INFO @log_variables: valid face_box_f1 mean: 0.505464 2020-06-18 14:31:17.129: INFO @log_variables: valid body_box_f1 mean: 0.838542 2020-06-18 14:31:17.129: INFO @log_variables: valid face_box_recall mean: 0.572122 2020-06-18 14:31:17.129: INFO @log_variables: valid body_box_recall mean: 0.869698 2020-06-18 14:31:17.129: INFO @log_variables: valid face_box_precision mean: 0.482145 2020-06-18 14:31:17.129: INFO @log_variables: valid face_fp mean: 1.176919 2020-06-18 14:31:17.129: INFO @log_variables: valid face_fn mean: 0.635089 2020-06-18 14:31:17.129: INFO @log_variables: valid body_fp mean: 1.236959 2020-06-18 14:31:17.129: INFO @log_variables: valid body_fn mean: 0.926673 2020-06-18 14:31:17.129: INFO @log_variables: valid body_box_precision mean: 0.833155 2020-06-18 14:31:17.129: INFO @log_variables: valid loss mean: 1.321831 2020-06-18 14:31:17.129: INFO @log_variables: valid localisation_loss mean: 1.056739 2020-06-18 14:31:17.129: INFO @log_variables: valid classification_loss mean: 0.687787 2020-06-18 14:31:17.129: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-18 14:31:17.132: INFO @log_profile : T plain_train: 349.846000 2020-06-18 14:31:17.133: INFO @log_profile : T valid: 19.993177 2020-06-18 14:31:17.133: INFO @log_profile : T read data: 11.631150 2020-06-18 14:31:17.133: INFO @log_profile : T hooks: 26.772089 2020-06-18 14:31:17.133: INFO @main_loop : Epoch 574 done 2020-06-18 14:31:17.133: INFO @main_loop : Training epoch 575 2020-06-18 14:38:07.453: INFO @decay_lr : LR updated to `5.6010786e-06` 2020-06-18 14:38:07.473: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 14:38:07.473: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 14:38:07.473: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 14:38:07.473: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-18 14:38:07.473: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-18 14:38:07.474: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-18 14:38:07.474: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-18 14:38:07.474: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-18 14:38:07.474: INFO @log_variables: plain_train face_fp mean: nan 2020-06-18 14:38:07.474: INFO @log_variables: plain_train face_fn mean: nan 2020-06-18 14:38:07.474: INFO @log_variables: plain_train body_fp mean: nan 2020-06-18 14:38:07.474: INFO @log_variables: plain_train body_fn mean: nan 2020-06-18 14:38:07.474: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-18 14:38:07.474: INFO @log_variables: plain_train loss mean: 1.208088 2020-06-18 14:38:07.474: INFO @log_variables: plain_train localisation_loss mean: 0.975325 2020-06-18 14:38:07.474: INFO @log_variables: plain_train classification_loss mean: 0.622893 2020-06-18 14:38:07.474: INFO @log_variables: valid box_f1 mean: 0.795317 2020-06-18 14:38:07.474: INFO @log_variables: valid box_recall mean: 0.848637 2020-06-18 14:38:07.474: INFO @log_variables: valid box_precision mean: 0.769968 2020-06-18 14:38:07.474: INFO @log_variables: valid face_box_f1 mean: 0.505272 2020-06-18 14:38:07.474: INFO @log_variables: valid body_box_f1 mean: 0.838137 2020-06-18 14:38:07.474: INFO @log_variables: valid face_box_recall mean: 0.571231 2020-06-18 14:38:07.474: INFO @log_variables: valid body_box_recall mean: 0.873827 2020-06-18 14:38:07.474: INFO @log_variables: valid face_box_precision mean: 0.482766 2020-06-18 14:38:07.474: INFO @log_variables: valid face_fp mean: 1.162894 2020-06-18 14:38:07.475: INFO @log_variables: valid face_fn mean: 0.637795 2020-06-18 14:38:07.475: INFO @log_variables: valid body_fp mean: 1.286417 2020-06-18 14:38:07.475: INFO @log_variables: valid body_fn mean: 0.890994 2020-06-18 14:38:07.475: INFO @log_variables: valid body_box_precision mean: 0.829169 2020-06-18 14:38:07.475: INFO @log_variables: valid loss mean: 1.310091 2020-06-18 14:38:07.475: INFO @log_variables: valid localisation_loss mean: 1.052434 2020-06-18 14:38:07.475: INFO @log_variables: valid classification_loss mean: 0.678631 2020-06-18 14:38:07.475: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-18 14:38:07.479: INFO @log_profile : T plain_train: 349.990712 2020-06-18 14:38:07.479: INFO @log_profile : T valid: 20.017041 2020-06-18 14:38:07.479: INFO @log_profile : T read data: 11.559667 2020-06-18 14:38:07.479: INFO @log_profile : T hooks: 26.590259 2020-06-18 14:38:07.479: INFO @main_loop : Epoch 575 done 2020-06-18 14:38:07.479: INFO @main_loop : Training epoch 576 2020-06-18 14:44:58.268: INFO @decay_lr : LR updated to `5.573073e-06` 2020-06-18 14:44:58.295: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 14:44:58.295: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 14:44:58.295: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 14:44:58.295: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-18 14:44:58.295: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-18 14:44:58.295: INFO @log_variables: 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mean: 0.845901 2020-06-18 14:44:58.296: INFO @log_variables: valid box_precision mean: 0.769509 2020-06-18 14:44:58.296: INFO @log_variables: valid face_box_f1 mean: 0.502955 2020-06-18 14:44:58.296: INFO @log_variables: valid body_box_f1 mean: 0.837204 2020-06-18 14:44:58.296: INFO @log_variables: valid face_box_recall mean: 0.569265 2020-06-18 14:44:58.296: INFO @log_variables: valid body_box_recall mean: 0.871255 2020-06-18 14:44:58.296: INFO @log_variables: valid face_box_precision mean: 0.480277 2020-06-18 14:44:58.297: INFO @log_variables: valid face_fp mean: 1.177657 2020-06-18 14:44:58.297: INFO @log_variables: valid face_fn mean: 0.643701 2020-06-18 14:44:58.297: INFO @log_variables: valid body_fp mean: 1.265748 2020-06-18 14:44:58.297: INFO @log_variables: valid body_fn mean: 0.909449 2020-06-18 14:44:58.297: INFO @log_variables: valid body_box_precision mean: 0.829839 2020-06-18 14:44:58.297: INFO @log_variables: valid loss mean: 1.309270 2020-06-18 14:44:58.297: INFO @log_variables: valid localisation_loss mean: 1.048998 2020-06-18 14:44:58.297: INFO @log_variables: valid classification_loss mean: 0.679871 2020-06-18 14:44:58.297: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-18 14:44:58.302: INFO @log_profile : T plain_train: 350.186646 2020-06-18 14:44:58.302: INFO @log_profile : T valid: 19.987906 2020-06-18 14:44:58.302: INFO @log_profile : T read data: 11.682906 2020-06-18 14:44:58.302: INFO @log_profile : T hooks: 26.767976 2020-06-18 14:44:58.302: INFO @main_loop : Epoch 576 done 2020-06-18 14:44:58.302: INFO @main_loop : Training epoch 577 2020-06-18 14:51:49.692: INFO @decay_lr : LR updated to `5.5452074e-06` 2020-06-18 14:51:49.712: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 14:51:49.712: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 14:51:49.712: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 14:51:49.712: INFO @log_variables: plain_train 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0.618127 2020-06-18 14:51:49.713: INFO @log_variables: valid box_f1 mean: 0.792931 2020-06-18 14:51:49.713: INFO @log_variables: valid box_recall mean: 0.848755 2020-06-18 14:51:49.713: INFO @log_variables: valid box_precision mean: 0.765992 2020-06-18 14:51:49.713: INFO @log_variables: valid face_box_f1 mean: 0.505430 2020-06-18 14:51:49.713: INFO @log_variables: valid body_box_f1 mean: 0.835815 2020-06-18 14:51:49.713: INFO @log_variables: valid face_box_recall mean: 0.572625 2020-06-18 14:51:49.713: INFO @log_variables: valid body_box_recall mean: 0.873633 2020-06-18 14:51:49.713: INFO @log_variables: valid face_box_precision mean: 0.482140 2020-06-18 14:51:49.713: INFO @log_variables: valid face_fp mean: 1.181841 2020-06-18 14:51:49.713: INFO @log_variables: valid face_fn mean: 0.632874 2020-06-18 14:51:49.713: INFO @log_variables: valid body_fp mean: 1.305610 2020-06-18 14:51:49.714: INFO @log_variables: valid body_fn mean: 0.889764 2020-06-18 14:51:49.714: INFO @log_variables: 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@log_variables: plain_train localisation_loss mean: 0.977668 2020-06-18 14:58:39.863: INFO @log_variables: plain_train classification_loss mean: 0.619728 2020-06-18 14:58:39.863: INFO @log_variables: valid box_f1 mean: 0.793535 2020-06-18 14:58:39.863: INFO @log_variables: valid box_recall mean: 0.848039 2020-06-18 14:58:39.863: INFO @log_variables: valid box_precision mean: 0.766822 2020-06-18 14:58:39.863: INFO @log_variables: valid face_box_f1 mean: 0.505818 2020-06-18 14:58:39.863: INFO @log_variables: valid body_box_f1 mean: 0.835542 2020-06-18 14:58:39.863: INFO @log_variables: valid face_box_recall mean: 0.570467 2020-06-18 14:58:39.863: INFO @log_variables: valid body_box_recall mean: 0.873710 2020-06-18 14:58:39.863: INFO @log_variables: valid face_box_precision mean: 0.484176 2020-06-18 14:58:39.863: INFO @log_variables: valid face_fp mean: 1.149852 2020-06-18 14:58:39.863: INFO @log_variables: valid face_fn mean: 0.642963 2020-06-18 14:58:39.864: INFO @log_variables: valid 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15:05:29.997: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 15:05:29.998: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 15:05:29.998: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 15:05:29.998: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-18 15:05:29.998: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-18 15:05:29.998: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-18 15:05:29.998: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-18 15:05:29.998: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-18 15:05:29.998: INFO @log_variables: plain_train face_fp mean: nan 2020-06-18 15:05:29.998: INFO @log_variables: plain_train face_fn mean: nan 2020-06-18 15:05:29.998: INFO @log_variables: plain_train body_fp mean: nan 2020-06-18 15:05:29.998: INFO @log_variables: plain_train body_fn mean: nan 2020-06-18 15:05:29.998: INFO @log_variables: 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face_fp mean: 1.149114 2020-06-18 15:05:29.999: INFO @log_variables: valid face_fn mean: 0.645177 2020-06-18 15:05:29.999: INFO @log_variables: valid body_fp mean: 1.357283 2020-06-18 15:05:29.999: INFO @log_variables: valid body_fn mean: 0.870079 2020-06-18 15:05:29.999: INFO @log_variables: valid body_box_precision mean: 0.819899 2020-06-18 15:05:29.999: INFO @log_variables: valid loss mean: 1.310003 2020-06-18 15:05:29.999: INFO @log_variables: valid localisation_loss mean: 1.058126 2020-06-18 15:05:29.999: INFO @log_variables: valid classification_loss mean: 0.675127 2020-06-18 15:05:29.999: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-18 15:05:30.002: INFO @log_profile : T plain_train: 349.581723 2020-06-18 15:05:30.002: INFO @log_profile : T valid: 19.875002 2020-06-18 15:05:30.002: INFO @log_profile : T read data: 11.596267 2020-06-18 15:05:30.002: INFO @log_profile : T hooks: 26.907286 2020-06-18 15:05:30.002: INFO @main_loop : Epoch 579 done 2020-06-18 15:05:30.002: INFO @main_loop : Training epoch 580 2020-06-18 15:12:21.343: INFO @decay_lr : LR updated to `5.4624447e-06` 2020-06-18 15:12:21.370: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 15:12:21.370: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 15:12:21.370: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 15:12:21.370: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-18 15:12:21.370: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-18 15:12:21.370: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-18 15:12:21.370: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-18 15:12:21.370: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-18 15:12:21.371: INFO @log_variables: plain_train face_fp mean: nan 2020-06-18 15:12:21.371: INFO @log_variables: plain_train face_fn mean: nan 2020-06-18 15:12:21.371: INFO @log_variables: plain_train 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read data: 11.791379 2020-06-18 15:12:21.376: INFO @log_profile : T hooks: 28.011563 2020-06-18 15:12:21.376: INFO @main_loop : Epoch 580 done 2020-06-18 15:12:21.376: INFO @main_loop : Training epoch 581 2020-06-18 15:19:12.379: INFO @decay_lr : LR updated to `5.4351326e-06` 2020-06-18 15:19:12.396: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 15:19:12.396: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 15:19:12.396: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 15:19:12.396: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-18 15:19:12.396: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-18 15:19:12.396: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-18 15:19:12.396: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-18 15:19:12.396: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-18 15:19:12.396: INFO @log_variables: plain_train face_fp mean: nan 2020-06-18 15:19:12.396: INFO @log_variables: plain_train face_fn mean: nan 2020-06-18 15:19:12.396: INFO @log_variables: plain_train body_fp mean: nan 2020-06-18 15:19:12.396: INFO @log_variables: plain_train body_fn mean: nan 2020-06-18 15:19:12.396: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-18 15:19:12.396: INFO @log_variables: plain_train loss mean: 1.203943 2020-06-18 15:19:12.396: INFO @log_variables: plain_train localisation_loss mean: 0.973288 2020-06-18 15:19:12.396: INFO @log_variables: plain_train classification_loss mean: 0.619971 2020-06-18 15:19:12.397: INFO @log_variables: valid box_f1 mean: 0.793307 2020-06-18 15:19:12.397: INFO @log_variables: valid box_recall mean: 0.847631 2020-06-18 15:19:12.397: INFO @log_variables: valid box_precision mean: 0.767401 2020-06-18 15:19:12.397: INFO @log_variables: valid face_box_f1 mean: 0.502502 2020-06-18 15:19:12.397: INFO @log_variables: valid body_box_f1 mean: 0.837303 2020-06-18 15:19:12.397: INFO @log_variables: valid face_box_recall mean: 0.567512 2020-06-18 15:19:12.397: INFO @log_variables: valid body_box_recall mean: 0.873572 2020-06-18 15:19:12.397: INFO @log_variables: valid face_box_precision mean: 0.479989 2020-06-18 15:19:12.397: INFO @log_variables: valid face_fp mean: 1.166585 2020-06-18 15:19:12.397: INFO @log_variables: valid face_fn mean: 0.649114 2020-06-18 15:19:12.397: INFO @log_variables: valid body_fp mean: 1.301673 2020-06-18 15:19:12.397: INFO @log_variables: valid body_fn mean: 0.884104 2020-06-18 15:19:12.397: INFO @log_variables: valid body_box_precision mean: 0.827754 2020-06-18 15:19:12.397: INFO @log_variables: valid loss mean: 1.302802 2020-06-18 15:19:12.397: INFO @log_variables: valid localisation_loss mean: 1.047424 2020-06-18 15:19:12.397: INFO @log_variables: valid classification_loss mean: 0.674347 2020-06-18 15:19:12.397: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-18 15:19:12.400: INFO @log_profile : T plain_train: 349.776266 2020-06-18 15:19:12.400: INFO @log_profile : T valid: 20.131370 2020-06-18 15:19:12.400: INFO @log_profile : T read data: 11.525948 2020-06-18 15:19:12.400: INFO @log_profile : T hooks: 27.394640 2020-06-18 15:19:12.400: INFO @main_loop : Epoch 581 done 2020-06-18 15:19:12.401: INFO @main_loop : Training epoch 582 2020-06-18 15:26:02.011: INFO @decay_lr : LR updated to `5.407957e-06` 2020-06-18 15:26:02.029: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 15:26:02.029: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 15:26:02.029: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 15:26:02.030: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-18 15:26:02.030: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-18 15:26:02.030: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-18 15:26:02.030: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-18 15:26:02.030: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-18 15:26:02.030: INFO @log_variables: plain_train face_fp mean: nan 2020-06-18 15:26:02.030: INFO @log_variables: plain_train face_fn mean: nan 2020-06-18 15:26:02.030: INFO @log_variables: plain_train body_fp mean: nan 2020-06-18 15:26:02.030: INFO @log_variables: plain_train body_fn mean: nan 2020-06-18 15:26:02.030: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-18 15:26:02.030: INFO @log_variables: plain_train loss mean: 1.201607 2020-06-18 15:26:02.030: INFO @log_variables: plain_train localisation_loss mean: 0.972362 2020-06-18 15:26:02.030: INFO @log_variables: plain_train classification_loss mean: 0.618190 2020-06-18 15:26:02.030: INFO @log_variables: valid box_f1 mean: 0.792736 2020-06-18 15:26:02.030: INFO @log_variables: valid box_recall mean: 0.849854 2020-06-18 15:26:02.031: INFO @log_variables: valid box_precision mean: 0.764469 2020-06-18 15:26:02.031: INFO @log_variables: valid face_box_f1 mean: 0.502851 2020-06-18 15:26:02.031: INFO @log_variables: valid body_box_f1 mean: 0.836219 2020-06-18 15:26:02.031: INFO @log_variables: valid face_box_recall mean: 0.570256 2020-06-18 15:26:02.031: INFO @log_variables: valid body_box_recall mean: 0.875113 2020-06-18 15:26:02.031: INFO @log_variables: valid face_box_precision mean: 0.479103 2020-06-18 15:26:02.031: INFO @log_variables: valid face_fp mean: 1.185531 2020-06-18 15:26:02.031: INFO @log_variables: valid face_fn mean: 0.642963 2020-06-18 15:26:02.031: INFO @log_variables: valid body_fp mean: 1.332923 2020-06-18 15:26:02.031: INFO @log_variables: valid body_fn mean: 0.871801 2020-06-18 15:26:02.031: INFO @log_variables: valid body_box_precision mean: 0.824644 2020-06-18 15:26:02.031: INFO @log_variables: valid loss mean: 1.301743 2020-06-18 15:26:02.031: INFO @log_variables: valid localisation_loss mean: 1.046887 2020-06-18 15:26:02.031: INFO @log_variables: valid classification_loss mean: 0.673611 2020-06-18 15:26:02.031: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-18 15:26:02.035: INFO @log_profile : T plain_train: 349.137068 2020-06-18 15:26:02.035: INFO @log_profile : T valid: 19.988264 2020-06-18 15:26:02.035: INFO @log_profile : T read data: 11.675687 2020-06-18 15:26:02.035: INFO @log_profile : T hooks: 26.658835 2020-06-18 15:26:02.035: INFO @main_loop : Epoch 582 done 2020-06-18 15:26:02.035: INFO @main_loop : Training epoch 583 2020-06-18 15:32:54.110: INFO @decay_lr : LR updated to `5.380917e-06` 2020-06-18 15:32:54.128: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 15:32:54.128: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 15:32:54.128: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 15:32:54.128: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-18 15:32:54.128: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-18 15:32:54.128: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-18 15:32:54.128: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-18 15:32:54.128: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-18 15:32:54.128: INFO @log_variables: plain_train face_fp mean: nan 2020-06-18 15:32:54.128: INFO @log_variables: plain_train face_fn mean: nan 2020-06-18 15:32:54.129: INFO @log_variables: plain_train body_fp mean: nan 2020-06-18 15:32:54.129: INFO @log_variables: plain_train body_fn mean: nan 2020-06-18 15:32:54.129: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-18 15:32:54.129: INFO @log_variables: plain_train loss mean: 1.202278 2020-06-18 15:32:54.129: INFO @log_variables: plain_train localisation_loss mean: 0.972301 2020-06-18 15:32:54.129: INFO @log_variables: plain_train classification_loss mean: 0.618898 2020-06-18 15:32:54.129: INFO @log_variables: valid box_f1 mean: 0.793321 2020-06-18 15:32:54.129: INFO @log_variables: 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15:32:54.130: INFO @log_variables: valid localisation_loss mean: 1.046881 2020-06-18 15:32:54.130: INFO @log_variables: valid classification_loss mean: 0.674292 2020-06-18 15:32:54.130: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-18 15:32:54.133: INFO @log_profile : T plain_train: 350.988128 2020-06-18 15:32:54.134: INFO @log_profile : T valid: 19.996275 2020-06-18 15:32:54.134: INFO @log_profile : T read data: 11.834030 2020-06-18 15:32:54.134: INFO @log_profile : T hooks: 27.074433 2020-06-18 15:32:54.134: INFO @main_loop : Epoch 583 done 2020-06-18 15:32:54.134: INFO @main_loop : Training epoch 584 2020-06-18 15:39:44.078: INFO @decay_lr : LR updated to `5.3540125e-06` 2020-06-18 15:39:44.096: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 15:39:44.096: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 15:39:44.097: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 15:39:44.097: INFO 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plain_train classification_loss mean: 0.620719 2020-06-18 15:39:44.097: INFO @log_variables: valid box_f1 mean: 0.792614 2020-06-18 15:39:44.097: INFO @log_variables: valid box_recall mean: 0.848728 2020-06-18 15:39:44.097: INFO @log_variables: valid box_precision mean: 0.765247 2020-06-18 15:39:44.097: INFO @log_variables: valid face_box_f1 mean: 0.504201 2020-06-18 15:39:44.097: INFO @log_variables: valid body_box_f1 mean: 0.836833 2020-06-18 15:39:44.098: INFO @log_variables: valid face_box_recall mean: 0.573956 2020-06-18 15:39:44.098: INFO @log_variables: valid body_box_recall mean: 0.873563 2020-06-18 15:39:44.098: INFO @log_variables: valid face_box_precision mean: 0.479334 2020-06-18 15:39:44.098: INFO @log_variables: valid face_fp mean: 1.207185 2020-06-18 15:39:44.098: INFO @log_variables: valid face_fn mean: 0.631152 2020-06-18 15:39:44.098: INFO @log_variables: valid body_fp mean: 1.304872 2020-06-18 15:39:44.098: INFO @log_variables: valid body_fn mean: 0.894439 2020-06-18 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15:53:22.917: INFO @main_loop : Epoch 586 done 2020-06-18 15:53:22.917: INFO @main_loop : Training epoch 587 2020-06-18 16:00:12.621: INFO @decay_lr : LR updated to `5.274103e-06` 2020-06-18 16:00:12.638: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 16:00:12.638: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 16:00:12.638: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 16:00:12.638: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-18 16:00:12.639: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-18 16:00:12.639: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-18 16:00:12.639: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-18 16:00:12.639: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-18 16:00:12.639: INFO @log_variables: plain_train face_fp mean: nan 2020-06-18 16:00:12.639: INFO @log_variables: plain_train face_fn mean: nan 2020-06-18 16:00:12.639: INFO @log_variables: plain_train body_fp mean: nan 2020-06-18 16:00:12.639: INFO @log_variables: plain_train body_fn mean: nan 2020-06-18 16:00:12.639: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-18 16:00:12.639: INFO @log_variables: plain_train loss mean: 1.201176 2020-06-18 16:00:12.639: INFO @log_variables: plain_train localisation_loss mean: 0.971733 2020-06-18 16:00:12.639: INFO @log_variables: plain_train classification_loss mean: 0.618136 2020-06-18 16:00:12.639: INFO @log_variables: valid box_f1 mean: 0.793646 2020-06-18 16:00:12.639: INFO @log_variables: valid box_recall mean: 0.846883 2020-06-18 16:00:12.640: INFO @log_variables: valid box_precision mean: 0.768356 2020-06-18 16:00:12.640: INFO @log_variables: valid face_box_f1 mean: 0.502956 2020-06-18 16:00:12.640: INFO @log_variables: valid body_box_f1 mean: 0.837093 2020-06-18 16:00:12.640: INFO @log_variables: valid face_box_recall mean: 0.567826 2020-06-18 16:00:12.640: INFO @log_variables: valid body_box_recall mean: 0.873267 2020-06-18 16:00:12.640: INFO @log_variables: valid face_box_precision mean: 0.480844 2020-06-18 16:00:12.640: INFO @log_variables: valid face_fp mean: 1.156250 2020-06-18 16:00:12.640: INFO @log_variables: valid face_fn mean: 0.647638 2020-06-18 16:00:12.640: INFO @log_variables: valid body_fp mean: 1.295768 2020-06-18 16:00:12.640: INFO @log_variables: valid body_fn mean: 0.888287 2020-06-18 16:00:12.640: INFO @log_variables: valid body_box_precision mean: 0.827580 2020-06-18 16:00:12.640: INFO @log_variables: valid loss mean: 1.306915 2020-06-18 16:00:12.640: INFO @log_variables: valid localisation_loss mean: 1.048827 2020-06-18 16:00:12.640: INFO @log_variables: valid classification_loss mean: 0.677618 2020-06-18 16:00:12.640: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-18 16:00:12.645: INFO @log_profile : T plain_train: 349.060541 2020-06-18 16:00:12.645: INFO @log_profile : T valid: 19.969877 2020-06-18 16:00:12.645: INFO @log_profile : T read data: 11.735451 2020-06-18 16:00:12.645: INFO @log_profile : T hooks: 26.777335 2020-06-18 16:00:12.645: INFO @main_loop : Epoch 587 done 2020-06-18 16:00:12.645: INFO @main_loop : Training epoch 588 2020-06-18 16:07:02.253: INFO @decay_lr : LR updated to `5.2477326e-06` 2020-06-18 16:07:02.278: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 16:07:02.279: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 16:07:02.279: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 16:07:02.279: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-18 16:07:02.279: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-18 16:07:02.279: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-18 16:07:02.279: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-18 16:07:02.279: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-18 16:07:02.279: INFO @log_variables: plain_train face_fp mean: nan 2020-06-18 16:07:02.279: INFO @log_variables: plain_train face_fn mean: nan 2020-06-18 16:07:02.279: INFO @log_variables: plain_train body_fp mean: nan 2020-06-18 16:07:02.279: INFO @log_variables: plain_train body_fn mean: nan 2020-06-18 16:07:02.279: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-18 16:07:02.279: INFO @log_variables: plain_train loss mean: 1.198851 2020-06-18 16:07:02.279: INFO @log_variables: plain_train localisation_loss mean: 0.975998 2020-06-18 16:07:02.279: INFO @log_variables: plain_train classification_loss mean: 0.613252 2020-06-18 16:07:02.279: INFO @log_variables: valid box_f1 mean: 0.791673 2020-06-18 16:07:02.279: INFO @log_variables: valid box_recall mean: 0.850745 2020-06-18 16:07:02.279: INFO @log_variables: valid box_precision mean: 0.761986 2020-06-18 16:07:02.279: INFO @log_variables: valid face_box_f1 mean: 0.502916 2020-06-18 16:07:02.280: INFO @log_variables: 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./log/DetectionBodyFace-overheadAll-headCovered 2020-06-18 16:07:02.283: INFO @log_profile : T plain_train: 348.875599 2020-06-18 16:07:02.284: INFO @log_profile : T valid: 20.050464 2020-06-18 16:07:02.284: INFO @log_profile : T read data: 11.611696 2020-06-18 16:07:02.284: INFO @log_profile : T hooks: 26.912053 2020-06-18 16:07:02.284: INFO @main_loop : Epoch 588 done 2020-06-18 16:07:02.284: INFO @main_loop : Training epoch 589 2020-06-18 16:13:52.449: INFO @decay_lr : LR updated to `5.221494e-06` 2020-06-18 16:13:52.468: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 16:13:52.469: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 16:13:52.469: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 16:13:52.469: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-18 16:13:52.469: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-18 16:13:52.469: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-18 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@log_variables: valid box_precision mean: 0.772870 2020-06-18 16:13:52.470: INFO @log_variables: valid face_box_f1 mean: 0.507129 2020-06-18 16:13:52.470: INFO @log_variables: valid body_box_f1 mean: 0.837658 2020-06-18 16:13:52.470: INFO @log_variables: valid face_box_recall mean: 0.567909 2020-06-18 16:13:52.470: INFO @log_variables: valid body_box_recall mean: 0.872177 2020-06-18 16:13:52.470: INFO @log_variables: valid face_box_precision mean: 0.487909 2020-06-18 16:13:52.470: INFO @log_variables: valid face_fp mean: 1.102608 2020-06-18 16:13:52.470: INFO @log_variables: valid face_fn mean: 0.649360 2020-06-18 16:13:52.470: INFO @log_variables: valid body_fp mean: 1.269193 2020-06-18 16:13:52.471: INFO @log_variables: valid body_fn mean: 0.903543 2020-06-18 16:13:52.471: INFO @log_variables: valid body_box_precision mean: 0.829855 2020-06-18 16:13:52.471: INFO @log_variables: valid loss mean: 1.314889 2020-06-18 16:13:52.471: INFO @log_variables: valid localisation_loss mean: 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@log_variables: valid box_f1 mean: 0.793304 2020-06-18 16:20:42.429: INFO @log_variables: valid box_recall mean: 0.847879 2020-06-18 16:20:42.429: INFO @log_variables: valid box_precision mean: 0.767227 2020-06-18 16:20:42.429: INFO @log_variables: valid face_box_f1 mean: 0.505498 2020-06-18 16:20:42.429: INFO @log_variables: valid body_box_f1 mean: 0.835720 2020-06-18 16:20:42.429: INFO @log_variables: valid face_box_recall mean: 0.571038 2020-06-18 16:20:42.429: INFO @log_variables: valid body_box_recall mean: 0.873099 2020-06-18 16:20:42.429: INFO @log_variables: valid face_box_precision mean: 0.483045 2020-06-18 16:20:42.429: INFO @log_variables: valid face_fp mean: 1.167815 2020-06-18 16:20:42.429: INFO @log_variables: valid face_fn mean: 0.643947 2020-06-18 16:20:42.429: INFO @log_variables: valid body_fp mean: 1.311270 2020-06-18 16:20:42.429: INFO @log_variables: valid body_fn mean: 0.897392 2020-06-18 16:20:42.429: INFO @log_variables: valid body_box_precision mean: 0.825649 2020-06-18 16:20:42.429: INFO @log_variables: valid loss mean: 1.310621 2020-06-18 16:20:42.429: INFO @log_variables: valid localisation_loss mean: 1.052078 2020-06-18 16:20:42.429: INFO @log_variables: valid classification_loss mean: 0.679374 2020-06-18 16:20:42.429: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-18 16:20:42.432: INFO @log_profile : T plain_train: 349.412584 2020-06-18 16:20:42.433: INFO @log_profile : T valid: 19.905604 2020-06-18 16:20:42.433: INFO @log_profile : T read data: 11.575842 2020-06-18 16:20:42.433: INFO @log_profile : T hooks: 26.895520 2020-06-18 16:20:42.433: INFO @main_loop : Epoch 590 done 2020-06-18 16:20:42.433: INFO @main_loop : Training epoch 591 2020-06-18 16:27:32.644: INFO @decay_lr : LR updated to `5.1694096e-06` 2020-06-18 16:27:32.664: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 16:27:32.665: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 16:27:32.665: INFO 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body_box_precision mean: nan 2020-06-18 16:34:22.555: INFO @log_variables: plain_train loss mean: 1.201963 2020-06-18 16:34:22.555: INFO @log_variables: plain_train localisation_loss mean: 0.973583 2020-06-18 16:34:22.555: INFO @log_variables: plain_train classification_loss mean: 0.617813 2020-06-18 16:34:22.555: INFO @log_variables: valid box_f1 mean: 0.790720 2020-06-18 16:34:22.555: INFO @log_variables: valid box_recall mean: 0.849579 2020-06-18 16:34:22.555: INFO @log_variables: valid box_precision mean: 0.761140 2020-06-18 16:34:22.555: INFO @log_variables: valid face_box_f1 mean: 0.498959 2020-06-18 16:34:22.555: INFO @log_variables: valid body_box_f1 mean: 0.834754 2020-06-18 16:34:22.555: INFO @log_variables: valid face_box_recall mean: 0.566096 2020-06-18 16:34:22.555: INFO @log_variables: valid body_box_recall mean: 0.876436 2020-06-18 16:34:22.555: INFO @log_variables: valid face_box_precision mean: 0.475569 2020-06-18 16:34:22.556: INFO @log_variables: valid face_fp mean: 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16:34:22.560: INFO @main_loop : Training epoch 593 2020-06-18 16:41:12.805: INFO @decay_lr : LR updated to `5.117845e-06` 2020-06-18 16:41:12.827: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 16:41:12.827: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 16:41:12.827: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 16:41:12.827: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-18 16:41:12.828: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-18 16:41:12.828: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-18 16:41:12.828: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-18 16:41:12.828: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-18 16:41:12.828: INFO @log_variables: plain_train face_fp mean: nan 2020-06-18 16:41:12.828: INFO @log_variables: plain_train face_fn mean: nan 2020-06-18 16:41:12.828: INFO @log_variables: plain_train body_fp mean: nan 2020-06-18 16:41:12.828: INFO @log_variables: plain_train body_fn mean: nan 2020-06-18 16:41:12.828: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-18 16:41:12.828: INFO @log_variables: plain_train loss mean: 1.198983 2020-06-18 16:41:12.828: INFO @log_variables: plain_train localisation_loss mean: 0.970801 2020-06-18 16:41:12.828: INFO @log_variables: plain_train classification_loss mean: 0.616503 2020-06-18 16:41:12.828: INFO @log_variables: valid box_f1 mean: 0.793840 2020-06-18 16:41:12.828: INFO @log_variables: valid box_recall mean: 0.849156 2020-06-18 16:41:12.828: INFO @log_variables: valid box_precision mean: 0.767322 2020-06-18 16:41:12.828: INFO @log_variables: valid face_box_f1 mean: 0.502478 2020-06-18 16:41:12.828: INFO @log_variables: valid body_box_f1 mean: 0.837049 2020-06-18 16:41:12.828: INFO @log_variables: valid face_box_recall mean: 0.567498 2020-06-18 16:41:12.829: INFO @log_variables: valid body_box_recall mean: 0.876004 2020-06-18 16:41:12.829: INFO @log_variables: valid face_box_precision mean: 0.480196 2020-06-18 16:41:12.829: INFO @log_variables: valid face_fp mean: 1.161171 2020-06-18 16:41:12.829: INFO @log_variables: valid face_fn mean: 0.645915 2020-06-18 16:41:12.829: INFO @log_variables: valid body_fp mean: 1.326526 2020-06-18 16:41:12.829: INFO @log_variables: valid body_fn mean: 0.874262 2020-06-18 16:41:12.829: INFO @log_variables: valid body_box_precision mean: 0.825467 2020-06-18 16:41:12.829: INFO @log_variables: valid loss mean: 1.303268 2020-06-18 16:41:12.829: INFO @log_variables: valid localisation_loss mean: 1.047122 2020-06-18 16:41:12.829: INFO @log_variables: valid classification_loss mean: 0.674994 2020-06-18 16:41:12.829: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-18 16:41:12.833: INFO @log_profile : T plain_train: 349.488146 2020-06-18 16:41:12.833: INFO @log_profile : T valid: 20.011252 2020-06-18 16:41:12.833: INFO @log_profile : T read data: 11.753649 2020-06-18 16:41:12.833: INFO @log_profile : T hooks: 26.820828 2020-06-18 16:41:12.833: INFO @main_loop : Epoch 593 done 2020-06-18 16:41:12.833: INFO @main_loop : Training epoch 594 2020-06-18 16:48:03.532: INFO @decay_lr : LR updated to `5.092256e-06` 2020-06-18 16:48:03.555: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 16:48:03.555: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 16:48:03.555: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 16:48:03.555: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-18 16:48:03.555: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-18 16:48:03.555: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-18 16:48:03.555: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-18 16:48:03.555: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-18 16:48:03.556: INFO @log_variables: plain_train face_fp mean: nan 2020-06-18 16:48:03.556: INFO @log_variables: plain_train face_fn mean: nan 2020-06-18 16:48:03.556: INFO @log_variables: plain_train body_fp mean: nan 2020-06-18 16:48:03.556: INFO @log_variables: plain_train body_fn mean: nan 2020-06-18 16:48:03.556: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-18 16:48:03.556: INFO @log_variables: plain_train loss mean: 1.202210 2020-06-18 16:48:03.556: INFO @log_variables: plain_train localisation_loss mean: 0.973186 2020-06-18 16:48:03.556: INFO @log_variables: plain_train classification_loss mean: 0.618298 2020-06-18 16:48:03.556: INFO @log_variables: valid box_f1 mean: 0.793663 2020-06-18 16:48:03.556: INFO @log_variables: valid box_recall mean: 0.848345 2020-06-18 16:48:03.556: INFO @log_variables: valid box_precision mean: 0.767411 2020-06-18 16:48:03.556: INFO @log_variables: valid face_box_f1 mean: 0.506149 2020-06-18 16:48:03.556: INFO @log_variables: valid body_box_f1 mean: 0.835419 2020-06-18 16:48:03.556: INFO @log_variables: valid face_box_recall mean: 0.569820 2020-06-18 16:48:03.556: INFO @log_variables: valid body_box_recall mean: 0.873930 2020-06-18 16:48:03.556: INFO @log_variables: valid face_box_precision mean: 0.484744 2020-06-18 16:48:03.556: INFO @log_variables: valid face_fp mean: 1.141978 2020-06-18 16:48:03.556: INFO @log_variables: valid face_fn mean: 0.644931 2020-06-18 16:48:03.556: INFO @log_variables: valid body_fp mean: 1.323081 2020-06-18 16:48:03.557: INFO @log_variables: valid body_fn mean: 0.893455 2020-06-18 16:48:03.557: INFO @log_variables: valid body_box_precision mean: 0.824316 2020-06-18 16:48:03.557: INFO @log_variables: valid loss mean: 1.303958 2020-06-18 16:48:03.557: INFO @log_variables: valid localisation_loss mean: 1.047421 2020-06-18 16:48:03.557: INFO @log_variables: valid classification_loss mean: 0.675506 2020-06-18 16:48:03.557: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-18 16:48:03.561: INFO @log_profile : T plain_train: 349.269320 2020-06-18 16:48:03.561: INFO @log_profile : T valid: 20.169072 2020-06-18 16:48:03.561: INFO @log_profile : T read data: 11.666900 2020-06-18 16:48:03.561: INFO @log_profile : T hooks: 27.406630 2020-06-18 16:48:03.561: INFO @main_loop : Epoch 594 done 2020-06-18 16:48:03.561: INFO @main_loop : Training epoch 595 2020-06-18 16:54:54.519: INFO @decay_lr : LR updated to `5.0667945e-06` 2020-06-18 16:54:54.536: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 16:54:54.536: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 16:54:54.536: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 16:54:54.536: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-18 16:54:54.537: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-18 16:54:54.537: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-18 16:54:54.537: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-18 16:54:54.537: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-18 16:54:54.537: INFO @log_variables: plain_train face_fp mean: nan 2020-06-18 16:54:54.537: INFO @log_variables: plain_train face_fn mean: nan 2020-06-18 16:54:54.537: INFO @log_variables: plain_train body_fp mean: nan 2020-06-18 16:54:54.537: INFO @log_variables: plain_train body_fn mean: nan 2020-06-18 16:54:54.537: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-18 16:54:54.537: INFO @log_variables: plain_train loss mean: 1.201786 2020-06-18 16:54:54.537: INFO @log_variables: plain_train localisation_loss mean: 0.973698 2020-06-18 16:54:54.537: INFO @log_variables: plain_train classification_loss mean: 0.617567 2020-06-18 16:54:54.537: INFO @log_variables: valid box_f1 mean: 0.795734 2020-06-18 16:54:54.537: INFO @log_variables: valid box_recall mean: 0.845924 2020-06-18 16:54:54.537: INFO @log_variables: valid box_precision mean: 0.772941 2020-06-18 16:54:54.537: INFO @log_variables: valid face_box_f1 mean: 0.505401 2020-06-18 16:54:54.537: INFO @log_variables: valid body_box_f1 mean: 0.838728 2020-06-18 16:54:54.537: INFO @log_variables: valid face_box_recall mean: 0.570024 2020-06-18 16:54:54.537: INFO @log_variables: valid body_box_recall mean: 0.871559 2020-06-18 16:54:54.537: INFO @log_variables: valid face_box_precision mean: 0.483919 2020-06-18 16:54:54.538: INFO @log_variables: valid face_fp mean: 1.150098 2020-06-18 16:54:54.538: INFO @log_variables: valid face_fn mean: 0.647638 2020-06-18 16:54:54.538: INFO @log_variables: valid body_fp mean: 1.243110 2020-06-18 16:54:54.538: INFO @log_variables: valid body_fn mean: 0.904528 2020-06-18 16:54:54.538: INFO @log_variables: valid body_box_precision mean: 0.832110 2020-06-18 16:54:54.538: INFO @log_variables: valid loss mean: 1.317834 2020-06-18 16:54:54.538: INFO @log_variables: valid localisation_loss mean: 1.056553 2020-06-18 16:54:54.538: INFO @log_variables: valid classification_loss mean: 0.683901 2020-06-18 16:54:54.538: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-18 16:54:54.541: INFO @log_profile : T plain_train: 349.523122 2020-06-18 16:54:54.541: INFO @log_profile : T valid: 19.983838 2020-06-18 16:54:54.541: INFO @log_profile : T read data: 11.800305 2020-06-18 16:54:54.541: INFO @log_profile : T hooks: 27.487460 2020-06-18 16:54:54.541: INFO @main_loop : Epoch 595 done 2020-06-18 16:54:54.541: INFO @main_loop : Training epoch 596 2020-06-18 17:01:45.777: INFO @decay_lr : LR updated to `5.0414606e-06` 2020-06-18 17:01:45.795: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 17:01:45.796: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 17:01:45.796: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 17:01:45.796: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-18 17:01:45.796: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-18 17:01:45.796: INFO @log_variables: 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mean: 0.849339 2020-06-18 17:01:45.796: INFO @log_variables: valid box_precision mean: 0.764749 2020-06-18 17:01:45.796: INFO @log_variables: valid face_box_f1 mean: 0.506604 2020-06-18 17:01:45.796: INFO @log_variables: valid body_box_f1 mean: 0.834448 2020-06-18 17:01:45.797: INFO @log_variables: valid face_box_recall mean: 0.570491 2020-06-18 17:01:45.797: INFO @log_variables: valid body_box_recall mean: 0.875505 2020-06-18 17:01:45.797: INFO @log_variables: valid face_box_precision mean: 0.485105 2020-06-18 17:01:45.797: INFO @log_variables: valid face_fp mean: 1.147638 2020-06-18 17:01:45.797: INFO @log_variables: valid face_fn mean: 0.646900 2020-06-18 17:01:45.797: INFO @log_variables: valid body_fp mean: 1.359990 2020-06-18 17:01:45.797: INFO @log_variables: valid body_fn mean: 0.874016 2020-06-18 17:01:45.797: INFO @log_variables: valid body_box_precision mean: 0.820873 2020-06-18 17:01:45.797: INFO @log_variables: valid loss mean: 1.297454 2020-06-18 17:01:45.797: INFO @log_variables: valid localisation_loss mean: 1.047719 2020-06-18 17:01:45.797: INFO @log_variables: valid classification_loss mean: 0.668822 2020-06-18 17:01:45.797: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-18 17:01:45.800: INFO @log_profile : T plain_train: 350.229336 2020-06-18 17:01:45.801: INFO @log_profile : T valid: 20.060900 2020-06-18 17:01:45.801: INFO @log_profile : T read data: 11.833842 2020-06-18 17:01:45.801: INFO @log_profile : T hooks: 26.928167 2020-06-18 17:01:45.801: INFO @main_loop : Epoch 596 done 2020-06-18 17:01:45.801: INFO @main_loop : Training epoch 597 2020-06-18 17:08:36.670: INFO @decay_lr : LR updated to `5.0162535e-06` 2020-06-18 17:08:36.688: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 17:08:36.688: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 17:08:36.688: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 17:08:36.688: INFO @log_variables: plain_train 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0.618428 2020-06-18 17:08:36.689: INFO @log_variables: valid box_f1 mean: 0.796145 2020-06-18 17:08:36.689: INFO @log_variables: valid box_recall mean: 0.848406 2020-06-18 17:08:36.689: INFO @log_variables: valid box_precision mean: 0.771699 2020-06-18 17:08:36.689: INFO @log_variables: valid face_box_f1 mean: 0.509789 2020-06-18 17:08:36.689: INFO @log_variables: valid body_box_f1 mean: 0.836778 2020-06-18 17:08:36.689: INFO @log_variables: valid face_box_recall mean: 0.572078 2020-06-18 17:08:36.689: INFO @log_variables: valid body_box_recall mean: 0.873679 2020-06-18 17:08:36.689: INFO @log_variables: valid face_box_precision mean: 0.489560 2020-06-18 17:08:36.689: INFO @log_variables: valid face_fp mean: 1.107283 2020-06-18 17:08:36.690: INFO @log_variables: valid face_fn mean: 0.640010 2020-06-18 17:08:36.690: INFO @log_variables: valid body_fp mean: 1.292569 2020-06-18 17:08:36.690: INFO @log_variables: valid body_fn mean: 0.900344 2020-06-18 17:08:36.690: INFO @log_variables: 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@log_variables: plain_train localisation_loss mean: 0.972659 2020-06-18 17:15:27.044: INFO @log_variables: plain_train classification_loss mean: 0.615394 2020-06-18 17:15:27.044: INFO @log_variables: valid box_f1 mean: 0.794295 2020-06-18 17:15:27.044: INFO @log_variables: valid box_recall mean: 0.846647 2020-06-18 17:15:27.044: INFO @log_variables: valid box_precision mean: 0.769774 2020-06-18 17:15:27.044: INFO @log_variables: valid face_box_f1 mean: 0.506286 2020-06-18 17:15:27.044: INFO @log_variables: valid body_box_f1 mean: 0.837362 2020-06-18 17:15:27.044: INFO @log_variables: valid face_box_recall mean: 0.571972 2020-06-18 17:15:27.044: INFO @log_variables: valid body_box_recall mean: 0.871683 2020-06-18 17:15:27.044: INFO @log_variables: valid face_box_precision mean: 0.483586 2020-06-18 17:15:27.044: INFO @log_variables: valid face_fp mean: 1.167077 2020-06-18 17:15:27.044: INFO @log_variables: valid face_fn mean: 0.637549 2020-06-18 17:15:27.044: INFO @log_variables: valid body_fp mean: 1.275837 2020-06-18 17:15:27.044: INFO @log_variables: valid body_fn mean: 0.907234 2020-06-18 17:15:27.045: INFO @log_variables: valid body_box_precision mean: 0.829845 2020-06-18 17:15:27.045: INFO @log_variables: valid loss mean: 1.309561 2020-06-18 17:15:27.045: INFO @log_variables: valid localisation_loss mean: 1.049967 2020-06-18 17:15:27.045: INFO @log_variables: valid classification_loss mean: 0.679581 2020-06-18 17:15:27.045: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-18 17:15:27.048: INFO @log_profile : T plain_train: 349.645537 2020-06-18 17:15:27.048: INFO @log_profile : T valid: 20.092903 2020-06-18 17:15:27.048: INFO @log_profile : T read data: 11.655571 2020-06-18 17:15:27.048: INFO @log_profile : T hooks: 26.782061 2020-06-18 17:15:27.049: INFO @main_loop : Epoch 598 done 2020-06-18 17:15:27.049: INFO @main_loop : Training epoch 599 2020-06-18 17:22:18.565: INFO @decay_lr : LR updated to `4.9662162e-06` 2020-06-18 17:22:18.585: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 17:22:18.585: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 17:22:18.585: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 17:22:18.585: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-18 17:22:18.585: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-18 17:22:18.585: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-18 17:22:18.585: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-18 17:22:18.585: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-18 17:22:18.585: INFO @log_variables: plain_train face_fp mean: nan 2020-06-18 17:22:18.585: INFO @log_variables: plain_train face_fn mean: nan 2020-06-18 17:22:18.585: INFO @log_variables: plain_train body_fp mean: nan 2020-06-18 17:22:18.585: INFO @log_variables: plain_train body_fn mean: nan 2020-06-18 17:22:18.585: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-18 17:22:18.585: INFO @log_variables: plain_train loss mean: 1.197235 2020-06-18 17:22:18.585: INFO @log_variables: plain_train localisation_loss mean: 0.971899 2020-06-18 17:22:18.586: INFO @log_variables: plain_train classification_loss mean: 0.614096 2020-06-18 17:22:18.586: INFO @log_variables: valid box_f1 mean: 0.791110 2020-06-18 17:22:18.586: INFO @log_variables: valid box_recall mean: 0.851291 2020-06-18 17:22:18.586: INFO @log_variables: valid box_precision mean: 0.760635 2020-06-18 17:22:18.586: INFO @log_variables: valid face_box_f1 mean: 0.501487 2020-06-18 17:22:18.586: INFO @log_variables: valid body_box_f1 mean: 0.835852 2020-06-18 17:22:18.586: INFO @log_variables: valid face_box_recall mean: 0.573240 2020-06-18 17:22:18.586: INFO @log_variables: valid body_box_recall mean: 0.876395 2020-06-18 17:22:18.586: INFO @log_variables: valid face_box_precision mean: 0.475217 2020-06-18 17:22:18.586: INFO @log_variables: valid face_fp mean: 1.245325 2020-06-18 17:22:18.586: INFO @log_variables: valid face_fn mean: 0.634350 2020-06-18 17:22:18.586: INFO @log_variables: valid body_fp mean: 1.344980 2020-06-18 17:22:18.586: INFO @log_variables: valid body_fn mean: 0.875738 2020-06-18 17:22:18.586: INFO @log_variables: valid body_box_precision mean: 0.822892 2020-06-18 17:22:18.586: INFO @log_variables: valid loss mean: 1.302144 2020-06-18 17:22:18.586: INFO @log_variables: valid localisation_loss mean: 1.048302 2020-06-18 17:22:18.586: INFO @log_variables: valid classification_loss mean: 0.673162 2020-06-18 17:22:18.586: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-18 17:22:18.589: INFO @log_profile : T plain_train: 350.389583 2020-06-18 17:22:18.589: INFO @log_profile : T valid: 20.036263 2020-06-18 17:22:18.590: INFO @log_profile : T read data: 11.814958 2020-06-18 17:22:18.590: INFO @log_profile : T hooks: 27.114266 2020-06-18 17:22:18.590: INFO @main_loop : Epoch 599 done 2020-06-18 17:22:18.590: INFO @main_loop : Training epoch 600 2020-06-18 17:29:09.809: INFO @decay_lr : LR updated to `4.941385e-06` 2020-06-18 17:29:09.829: INFO @log_variables: plain_train box_f1 mean: nan 2020-06-18 17:29:09.829: INFO @log_variables: plain_train box_recall mean: nan 2020-06-18 17:29:09.829: INFO @log_variables: plain_train box_precision mean: nan 2020-06-18 17:29:09.829: INFO @log_variables: plain_train face_box_f1 mean: nan 2020-06-18 17:29:09.830: INFO @log_variables: plain_train body_box_f1 mean: nan 2020-06-18 17:29:09.830: INFO @log_variables: plain_train face_box_recall mean: nan 2020-06-18 17:29:09.830: INFO @log_variables: plain_train body_box_recall mean: nan 2020-06-18 17:29:09.830: INFO @log_variables: plain_train face_box_precision mean: nan 2020-06-18 17:29:09.830: INFO @log_variables: plain_train face_fp mean: nan 2020-06-18 17:29:09.830: INFO @log_variables: plain_train face_fn mean: nan 2020-06-18 17:29:09.830: INFO @log_variables: plain_train body_fp mean: nan 2020-06-18 17:29:09.830: INFO @log_variables: plain_train body_fn mean: nan 2020-06-18 17:29:09.830: INFO @log_variables: plain_train body_box_precision mean: nan 2020-06-18 17:29:09.830: INFO @log_variables: plain_train loss mean: 1.198780 2020-06-18 17:29:09.830: INFO @log_variables: plain_train localisation_loss mean: 0.971304 2020-06-18 17:29:09.830: INFO @log_variables: plain_train classification_loss mean: 0.615998 2020-06-18 17:29:09.830: INFO @log_variables: valid box_f1 mean: 0.790668 2020-06-18 17:29:09.830: INFO @log_variables: valid box_recall mean: 0.850823 2020-06-18 17:29:09.830: INFO @log_variables: valid box_precision mean: 0.760214 2020-06-18 17:29:09.830: INFO @log_variables: valid face_box_f1 mean: 0.503981 2020-06-18 17:29:09.830: INFO @log_variables: valid body_box_f1 mean: 0.832795 2020-06-18 17:29:09.830: INFO @log_variables: valid face_box_recall mean: 0.570496 2020-06-18 17:29:09.830: INFO @log_variables: valid body_box_recall mean: 0.876582 2020-06-18 17:29:09.830: INFO @log_variables: valid face_box_precision mean: 0.480426 2020-06-18 17:29:09.831: INFO @log_variables: valid face_fp mean: 1.174705 2020-06-18 17:29:09.831: INFO @log_variables: valid face_fn mean: 0.641486 2020-06-18 17:29:09.831: INFO @log_variables: valid body_fp mean: 1.395177 2020-06-18 17:29:09.831: INFO @log_variables: valid body_fn mean: 0.868848 2020-06-18 17:29:09.831: INFO @log_variables: valid body_box_precision mean: 0.817464 2020-06-18 17:29:09.831: INFO @log_variables: valid loss mean: 1.296285 2020-06-18 17:29:09.831: INFO @log_variables: valid localisation_loss mean: 1.046060 2020-06-18 17:29:09.831: INFO @log_variables: valid classification_loss mean: 0.668649 2020-06-18 17:29:09.831: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered 2020-06-18 17:29:09.832: INFO @stop_after : EpochStopperHook triggered 2020-06-18 17:29:09.834: INFO @log_profile : T plain_train: 350.183637 2020-06-18 17:29:09.834: INFO @log_profile : T valid: 20.115498 2020-06-18 17:29:09.834: INFO @log_profile : T read data: 11.727984 2020-06-18 17:29:09.834: INFO @log_profile : T hooks: 27.037881 2020-06-18 17:29:09.834: INFO @main_loop : Training terminated: Training terminated after epoch 600 2020-06-18 17:29:09.835: INFO @log_dir : Output dir: ./log/DetectionBodyFace-overheadAll-headCovered