2021-05-07 13:35:46.032: INFO @api : Created output directory with name log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 13:35:46.032: INFO @api : Creating dataset 2021-05-07 13:35:47.158: WARNING @lazy_loader : The TensorFlow contrib module will not be included in TensorFlow 2.0. For more information, please see: * https://github.com/tensorflow/community/blob/master/rfcs/20180907-contrib-sunset.md * https://github.com/tensorflow/addons * https://github.com/tensorflow/io (for I/O related ops) If you depend on functionality not listed there, please file an issue. 2021-05-07 13:35:47.160: WARNING @module_wrapper: From /home/kopalja/.local/lib/python3.8/site-packages/emloop_tensorflow/utils/profiler.py:12: The name tf.Session is deprecated. Please use tf.compat.v1.Session instead. 2021-05-07 13:35:47.591: INFO @api : RecognitionDatasetWrapper created 2021-05-07 13:35:47.592: INFO @api : Creating a model 2021-05-07 13:35:47.610: INFO @model : Creating TF model on 1 GPU devices 2021-05-07 13:35:47.611: WARNING @module_wrapper: From /home/kopalja/.local/lib/python3.8/site-packages/emloop_tensorflow/model.py:428: The name tf.ConfigProto is deprecated. Please use tf.compat.v1.ConfigProto instead. 2021-05-07 13:35:47.770: WARNING @module_wrapper: From /home/kopalja/.local/lib/python3.8/site-packages/emloop_tensorflow/model.py:142: The name tf.variable_scope is deprecated. Please use tf.compat.v1.variable_scope instead. 2021-05-07 13:35:47.770: WARNING @module_wrapper: From /home/kopalja/.local/lib/python3.8/site-packages/emloop_tensorflow/model.py:142: The name tf.get_variable_scope is deprecated. Please use tf.compat.v1.get_variable_scope instead. 2021-05-07 13:35:47.770: WARNING @module_wrapper: From /home/kopalja/.local/lib/python3.8/site-packages/emloop_tensorflow/model.py:142: The name tf.AUTO_REUSE is deprecated. Please use tf.compat.v1.AUTO_REUSE instead. 2021-05-07 13:35:47.770: WARNING @module_wrapper: From /home/kopalja/.local/lib/python3.8/site-packages/emloop_tensorflow/model.py:143: The name tf.placeholder_with_default is deprecated. Please use tf.compat.v1.placeholder_with_default instead. 2021-05-07 13:35:47.772: WARNING @module_wrapper: From /home/kopalja/faces/models/recognition.py:107: The name tf.placeholder is deprecated. Please use tf.compat.v1.placeholder instead. 2021-05-07 13:35:47.776: WARNING @deprecation : From /usr/lib/python3.8/site-packages/tensorflow_core/contrib/layers/python/layers/layers.py:1057: Layer.apply (from tensorflow.python.keras.engine.base_layer) is deprecated and will be removed in a future version. Instructions for updating: Please use `layer.__call__` method instead. 2021-05-07 13:35:48.181: WARNING @deprecation : From /home/kopalja/faces/models/recognition.py:118: flatten (from tensorflow.python.layers.core) is deprecated and will be removed in a future version. Instructions for updating: Use keras.layers.flatten instead. 2021-05-07 13:35:48.185: WARNING @deprecation : From /home/kopalja/faces/models/recognition.py:119: dropout (from tensorflow.python.layers.core) is deprecated and will be removed in a future version. Instructions for updating: Use keras.layers.dropout instead. 2021-05-07 13:35:48.195: WARNING @deprecation : From /home/kopalja/faces/models/recognition.py:121: dense (from tensorflow.python.layers.core) is deprecated and will be removed in a future version. Instructions for updating: Use keras.layers.Dense instead. 2021-05-07 13:35:48.246: WARNING @module_wrapper: From /home/kopalja/faces/models/recognition.py:45: The name tf.is_nan is deprecated. Please use tf.math.is_nan instead. 2021-05-07 13:35:48.248: WARNING @deprecation : From /home/kopalja/faces/models/recognition.py:45: where (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 2021-05-07 13:35:48.285: INFO @recognition : Using classification model with Crossentropy loss 2021-05-07 13:35:48.303: WARNING @deprecation : From /home/kopalja/faces/models/recognition.py:67: Normal.__init__ (from tensorflow.python.ops.distributions.normal) is deprecated and will be removed after 2019-01-01. Instructions for updating: The TensorFlow Distributions library has moved to TensorFlow Probability (https://github.com/tensorflow/probability). You should update all references to use `tfp.distributions` instead of `tf.distributions`. 2021-05-07 13:35:48.304: WARNING @deprecation : From /usr/lib/python3.8/site-packages/tensorflow_core/python/ops/distributions/normal.py:153: Distribution.__init__ (from tensorflow.python.ops.distributions.distribution) is deprecated and will be removed after 2019-01-01. Instructions for updating: The TensorFlow Distributions library has moved to TensorFlow Probability (https://github.com/tensorflow/probability). You should update all references to use `tfp.distributions` instead of `tf.distributions`. 2021-05-07 13:35:48.398: WARNING @deprecation : From /home/kopalja/faces/models/recognition.py:196: softmax_cross_entropy_with_logits (from tensorflow.python.ops.nn_ops) is deprecated and will be removed in a future version. Instructions for updating: Future major versions of TensorFlow will allow gradients to flow into the labels input on backprop by default. See `tf.nn.softmax_cross_entropy_with_logits_v2`. 2021-05-07 13:35:48.420: WARNING @module_wrapper: From /home/kopalja/.local/lib/python3.8/site-packages/emloop_tensorflow/model.py:149: The name tf.GraphKeys is deprecated. Please use tf.compat.v1.GraphKeys instead. 2021-05-07 13:35:48.420: WARNING @module_wrapper: From /home/kopalja/.local/lib/python3.8/site-packages/emloop_tensorflow/graph_tower.py:80: The name tf.get_default_graph is deprecated. Please use tf.compat.v1.get_default_graph instead. 2021-05-07 13:35:49.345: WARNING @module_wrapper: From /home/kopalja/.local/lib/python3.8/site-packages/emloop_tensorflow/model.py:182: The name tf.train.Saver is deprecated. Please use tf.compat.v1.train.Saver instead. 2021-05-07 13:35:49.415: WARNING @module_wrapper: From /home/kopalja/.local/lib/python3.8/site-packages/emloop_tensorflow/model.py:517: The name tf.global_variables_initializer is deprecated. Please use tf.compat.v1.global_variables_initializer instead. 2021-05-07 13:35:50.071: WARNING @module_wrapper: From /home/kopalja/.local/lib/python3.8/site-packages/emloop_tensorflow/model.py:518: The name tf.local_variables_initializer is deprecated. Please use tf.compat.v1.local_variables_initializer instead. 2021-05-07 13:35:50.165: INFO @model : Number of parameters: 775958 2021-05-07 13:35:50.166: INFO @api : RecognitionModel created 2021-05-07 13:35:50.166: INFO @api : Creating hooks 2021-05-07 13:35:50.172: INFO @api : ComputeStats created 2021-05-07 13:35:50.173: INFO @api : LogVariables created 2021-05-07 13:35:50.173: INFO @api : LogProfile created 2021-05-07 13:35:50.174: INFO @api : LogDir created 2021-05-07 13:35:50.360: INFO @loader : Loading faiss with AVX2 support. 2021-05-07 13:35:50.360: INFO @loader : Loading faiss. 2021-05-07 13:35:50.373: WARNING @abstract_hook: Argument `n_epochs` was not recognized by `ComputeRecognitionMetrics`. Recognized arguments are `['output_dir', 'skip_epochs', 'streams', 'kwargs']`. 2021-05-07 13:35:50.373: INFO @api : ComputeRecognitionMetrics created 2021-05-07 13:35:50.373: INFO @api : ComputeRecognitionMaeCategories created 2021-05-07 13:35:50.375: INFO @api : EvaluateGen2 created 2021-05-07 13:35:50.376: WARNING @module_wrapper: From /home/kopalja/.local/lib/python3.8/site-packages/emloop_tensorflow/hooks/write_tensorboard.py:68: The name tf.summary.FileWriter is deprecated. Please use tf.compat.v1.summary.FileWriter instead. 2021-05-07 13:35:50.376: INFO @api : WriteTensorBoard created 2021-05-07 13:35:50.376: INFO @api : DecayLR created 2021-05-07 13:35:50.377: INFO @api : SaveEvery created 2021-05-07 13:35:50.378: INFO @api : StopAfter created 2021-05-07 13:35:50.379: INFO @api : ShowProgress created 2021-05-07 13:35:50.379: WARNING @api : TrainingTrace hook added between hooks. Add it to your config.yaml to suppress this warning. 2021-05-07 13:35:50.379: INFO @api : Creating main loop 2021-05-07 13:35:50.379: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 13:35:50.381: INFO @main_loop : Training epoch 1 2021-05-07 13:35:50.795: 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: ['orig_box', 'box_points', 'filenames'] 2021-05-07 13:36:21.773: INFO @log_variables: train loss nanmean: 3.972645 2021-05-07 13:36:21.773: INFO @log_variables: train age_loss mean: 4.309494 2021-05-07 13:36:21.773: INFO @log_variables: train gender_loss mean: 0.753016 2021-05-07 13:36:21.774: INFO @log_variables: train age_mae mean: 18.972801 2021-05-07 13:36:21.774: INFO @log_variables: train gender_accuracy mean: 0.533131 2021-05-07 13:36:21.774: INFO @log_variables: train gender_confidence/loss nanmean: 0.079451 2021-05-07 13:36:21.774: INFO @log_variables: train gender_confidence/accuracy mean: 0.503979 2021-05-07 13:36:21.774: INFO @log_variables: train age_confidence/loss mean: 0.038695 2021-05-07 13:36:21.774: INFO @log_variables: train age_confidence/accuracy mean: 0.807292 2021-05-07 13:36:21.774: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 13:36:21.776: INFO @metrics_hook: train age_mae: 18.973 +-0.212 (13824) 2021-05-07 13:36:21.778: INFO @metrics_hook: train gender_accuracy: 0.533 +-0.008 (13824) 2021-05-07 13:36:23.396: WARNING @module_wrapper: From /home/kopalja/.local/lib/python3.8/site-packages/emloop_tensorflow/hooks/write_tensorboard.py:102: The name tf.Summary is deprecated. Please use tf.compat.v1.Summary instead. 2021-05-07 13:36:23.435: WARNING @module_wrapper: From /home/kopalja/.local/lib/python3.8/site-packages/emloop_tensorflow/hooks/decay_lr.py:89: The name tf.assign is deprecated. Please use tf.compat.v1.assign instead. 2021-05-07 13:36:23.536: INFO @decay_lr : LR updated to `0.0002985` 2021-05-07 13:36:23.537: INFO @log_profile : T train: 30.076889 2021-05-07 13:36:23.537: INFO @log_profile : T read data: 0.672222 2021-05-07 13:36:23.537: INFO @log_profile : T hooks: 2.359034 2021-05-07 13:36:23.537: INFO @main_loop : Epoch 1 done 2021-05-07 13:36:23.537: INFO @main_loop : Training epoch 2 2021-05-07 13:36:52.982: INFO @log_variables: train loss nanmean: 3.824358 2021-05-07 13:36:52.982: INFO @log_variables: train age_loss mean: 4.281787 2021-05-07 13:36:52.982: INFO @log_variables: train gender_loss mean: 0.713409 2021-05-07 13:36:52.982: INFO @log_variables: train age_mae mean: 19.899353 2021-05-07 13:36:52.982: INFO @log_variables: train gender_accuracy mean: 0.556392 2021-05-07 13:36:52.982: INFO @log_variables: train gender_confidence/loss nanmean: 0.077486 2021-05-07 13:36:52.983: INFO @log_variables: train gender_confidence/accuracy mean: 0.521160 2021-05-07 13:36:52.983: INFO @log_variables: train age_confidence/loss mean: 0.040673 2021-05-07 13:36:52.983: INFO @log_variables: train age_confidence/accuracy mean: 0.795703 2021-05-07 13:36:52.983: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 13:36:52.984: INFO @metrics_hook: train age_mae: 19.899 +-0.253 (13823) 2021-05-07 13:36:52.985: INFO @metrics_hook: train gender_accuracy: 0.556 +-0.008 (13823) 2021-05-07 13:36:54.822: INFO @decay_lr : LR updated to `0.0002970075` 2021-05-07 13:36:54.824: INFO @log_profile : T train: 28.526828 2021-05-07 13:36:54.824: INFO @log_profile : T read data: 0.270770 2021-05-07 13:36:54.824: INFO @log_profile : T hooks: 2.439173 2021-05-07 13:36:54.824: INFO @main_loop : Epoch 2 done 2021-05-07 13:36:54.824: INFO @main_loop : Training epoch 3 2021-05-07 13:37:23.221: INFO @log_variables: train loss nanmean: 3.860814 2021-05-07 13:37:23.222: INFO @log_variables: train age_loss mean: 4.257787 2021-05-07 13:37:23.222: INFO @log_variables: train gender_loss mean: 0.692454 2021-05-07 13:37:23.222: INFO @log_variables: train age_mae mean: 19.744593 2021-05-07 13:37:23.222: INFO @log_variables: train gender_accuracy mean: 0.574508 2021-05-07 13:37:23.222: INFO @log_variables: train gender_confidence/loss nanmean: 0.076933 2021-05-07 13:37:23.222: INFO @log_variables: train gender_confidence/accuracy mean: 0.524233 2021-05-07 13:37:23.222: INFO @log_variables: train age_confidence/loss mean: 0.042671 2021-05-07 13:37:23.222: INFO @log_variables: train age_confidence/accuracy mean: 0.775318 2021-05-07 13:37:23.222: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 13:37:23.224: INFO @metrics_hook: train age_mae: 19.745 +-0.265 (13824) 2021-05-07 13:37:23.226: INFO @metrics_hook: train gender_accuracy: 0.575 +-0.008 (13824) 2021-05-07 13:37:25.058: INFO @decay_lr : LR updated to `0.00029552245` 2021-05-07 13:37:25.059: INFO @log_profile : T train: 27.460030 2021-05-07 13:37:25.059: INFO @log_profile : T read data: 0.263502 2021-05-07 13:37:25.059: INFO @log_profile : T hooks: 2.461772 2021-05-07 13:37:25.059: INFO @main_loop : Epoch 3 done 2021-05-07 13:37:25.059: INFO @main_loop : Training epoch 4 2021-05-07 13:37:53.828: INFO @log_variables: train loss nanmean: 3.845488 2021-05-07 13:37:53.829: INFO @log_variables: train age_loss mean: 4.246774 2021-05-07 13:37:53.829: INFO @log_variables: train gender_loss mean: 0.680480 2021-05-07 13:37:53.829: INFO @log_variables: train age_mae mean: 20.027727 2021-05-07 13:37:53.829: INFO @log_variables: train gender_accuracy mean: 0.582862 2021-05-07 13:37:53.829: INFO @log_variables: train gender_confidence/loss nanmean: 0.076042 2021-05-07 13:37:53.829: INFO @log_variables: train gender_confidence/accuracy mean: 0.535926 2021-05-07 13:37:53.829: INFO @log_variables: train age_confidence/loss mean: 0.042446 2021-05-07 13:37:53.829: INFO @log_variables: train age_confidence/accuracy mean: 0.785600 2021-05-07 13:37:53.829: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 13:37:53.831: INFO @metrics_hook: train age_mae: 20.028 +-0.270 (13806) 2021-05-07 13:37:53.833: INFO @metrics_hook: train gender_accuracy: 0.583 +-0.008 (13806) 2021-05-07 13:37:55.561: INFO @decay_lr : LR updated to `0.00029404485` 2021-05-07 13:37:55.562: INFO @log_profile : T train: 27.718621 2021-05-07 13:37:55.562: INFO @log_profile : T read data: 0.395260 2021-05-07 13:37:55.562: INFO @log_profile : T hooks: 2.340506 2021-05-07 13:37:55.562: INFO @main_loop : Epoch 4 done 2021-05-07 13:37:55.562: INFO @main_loop : Training epoch 5 2021-05-07 13:38:24.099: INFO @log_variables: train loss nanmean: 3.843240 2021-05-07 13:38:24.099: INFO @log_variables: train age_loss mean: 4.229003 2021-05-07 13:38:24.100: INFO @log_variables: train gender_loss mean: 0.677325 2021-05-07 13:38:24.100: INFO @log_variables: train age_mae mean: 19.611536 2021-05-07 13:38:24.100: INFO @log_variables: train gender_accuracy mean: 0.580874 2021-05-07 13:38:24.100: INFO @log_variables: train gender_confidence/loss nanmean: 0.075167 2021-05-07 13:38:24.100: INFO @log_variables: train gender_confidence/accuracy mean: 0.548828 2021-05-07 13:38:24.100: INFO @log_variables: train age_confidence/loss mean: 0.042526 2021-05-07 13:38:24.100: INFO @log_variables: train age_confidence/accuracy mean: 0.780816 2021-05-07 13:38:24.100: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 13:38:24.102: INFO @metrics_hook: train age_mae: 19.612 +-0.271 (13824) 2021-05-07 13:38:24.104: INFO @metrics_hook: train gender_accuracy: 0.581 +-0.008 (13824) 2021-05-07 13:38:26.006: INFO @decay_lr : LR updated to `0.0002925746` 2021-05-07 13:38:26.007: INFO @log_profile : T train: 27.616135 2021-05-07 13:38:26.007: INFO @log_profile : T read data: 0.262547 2021-05-07 13:38:26.007: INFO @log_profile : T hooks: 2.517424 2021-05-07 13:38:26.007: INFO @main_loop : Epoch 5 done 2021-05-07 13:38:26.008: INFO @main_loop : Training epoch 6 2021-05-07 13:38:55.464: INFO @log_variables: train loss nanmean: 3.814445 2021-05-07 13:38:55.465: INFO @log_variables: train age_loss mean: 4.222697 2021-05-07 13:38:55.465: INFO @log_variables: train gender_loss mean: 0.667513 2021-05-07 13:38:55.465: INFO @log_variables: train age_mae mean: 19.398491 2021-05-07 13:38:55.465: INFO @log_variables: train gender_accuracy mean: 0.599392 2021-05-07 13:38:55.465: INFO @log_variables: train gender_confidence/loss nanmean: 0.075685 2021-05-07 13:38:55.465: INFO @log_variables: train gender_confidence/accuracy mean: 0.567564 2021-05-07 13:38:55.465: INFO @log_variables: train age_confidence/loss mean: 0.042894 2021-05-07 13:38:55.465: INFO @log_variables: train age_confidence/accuracy mean: 0.782263 2021-05-07 13:38:55.465: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 13:38:55.467: INFO @metrics_hook: train age_mae: 19.398 +-0.271 (13824) 2021-05-07 13:38:55.469: INFO @metrics_hook: train gender_accuracy: 0.599 +-0.008 (13824) 2021-05-07 13:38:57.218: INFO @decay_lr : LR updated to `0.00029111173` 2021-05-07 13:38:57.220: INFO @log_profile : T train: 28.501533 2021-05-07 13:38:57.220: INFO @log_profile : T read data: 0.264152 2021-05-07 13:38:57.220: INFO @log_profile : T hooks: 2.398046 2021-05-07 13:38:57.220: INFO @main_loop : Epoch 6 done 2021-05-07 13:38:57.220: INFO @main_loop : Training epoch 7 2021-05-07 13:39:26.526: INFO @log_variables: train loss nanmean: 3.766510 2021-05-07 13:39:26.526: INFO @log_variables: train age_loss mean: 4.217286 2021-05-07 13:39:26.526: INFO @log_variables: train gender_loss mean: 0.664255 2021-05-07 13:39:26.526: INFO @log_variables: train age_mae mean: 18.537127 2021-05-07 13:39:26.526: INFO @log_variables: train gender_accuracy mean: 0.599261 2021-05-07 13:39:26.526: INFO @log_variables: train gender_confidence/loss nanmean: 0.075595 2021-05-07 13:39:26.526: INFO @log_variables: train gender_confidence/accuracy mean: 0.565003 2021-05-07 13:39:26.526: INFO @log_variables: train age_confidence/loss mean: 0.043358 2021-05-07 13:39:26.526: INFO @log_variables: train age_confidence/accuracy mean: 0.778011 2021-05-07 13:39:26.527: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 13:39:26.528: INFO @metrics_hook: train age_mae: 18.537 +-0.261 (13807) 2021-05-07 13:39:26.530: INFO @metrics_hook: train gender_accuracy: 0.599 +-0.008 (13807) 2021-05-07 13:39:28.321: INFO @decay_lr : LR updated to `0.00028965616` 2021-05-07 13:39:28.322: INFO @log_profile : T train: 28.259868 2021-05-07 13:39:28.322: INFO @log_profile : T read data: 0.385827 2021-05-07 13:39:28.322: INFO @log_profile : T hooks: 2.407400 2021-05-07 13:39:28.322: INFO @main_loop : Epoch 7 done 2021-05-07 13:39:28.322: INFO @main_loop : Training epoch 8 2021-05-07 13:39:57.373: INFO @log_variables: train loss nanmean: 3.732335 2021-05-07 13:39:57.374: INFO @log_variables: train age_loss mean: 4.205996 2021-05-07 13:39:57.374: INFO @log_variables: train gender_loss mean: 0.659705 2021-05-07 13:39:57.374: INFO @log_variables: train age_mae mean: 18.126902 2021-05-07 13:39:57.374: INFO @log_variables: train gender_accuracy mean: 0.610677 2021-05-07 13:39:57.374: INFO @log_variables: train gender_confidence/loss nanmean: 0.076174 2021-05-07 13:39:57.374: INFO @log_variables: train gender_confidence/accuracy mean: 0.584780 2021-05-07 13:39:57.374: INFO @log_variables: train age_confidence/loss mean: 0.042300 2021-05-07 13:39:57.374: INFO @log_variables: train age_confidence/accuracy mean: 0.788845 2021-05-07 13:39:57.374: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 13:39:57.376: INFO @metrics_hook: train age_mae: 18.127 +-0.258 (13824) 2021-05-07 13:39:57.378: INFO @metrics_hook: train gender_accuracy: 0.611 +-0.008 (13824) 2021-05-07 13:39:59.208: INFO @decay_lr : LR updated to `0.00028820787` 2021-05-07 13:39:59.209: INFO @log_profile : T train: 28.122796 2021-05-07 13:39:59.209: INFO @log_profile : T read data: 0.266591 2021-05-07 13:39:59.209: INFO @log_profile : T hooks: 2.448227 2021-05-07 13:39:59.209: INFO @main_loop : Epoch 8 done 2021-05-07 13:39:59.209: INFO @main_loop : Training epoch 9 2021-05-07 13:40:27.609: INFO @log_variables: train loss nanmean: 3.805047 2021-05-07 13:40:27.609: INFO @log_variables: train age_loss mean: 4.195072 2021-05-07 13:40:27.609: INFO @log_variables: train gender_loss mean: 0.650731 2021-05-07 13:40:27.610: INFO @log_variables: train age_mae mean: 17.791262 2021-05-07 13:40:27.610: INFO @log_variables: train gender_accuracy mean: 0.620804 2021-05-07 13:40:27.610: INFO @log_variables: train gender_confidence/loss nanmean: 0.076467 2021-05-07 13:40:27.610: INFO @log_variables: train gender_confidence/accuracy mean: 0.589988 2021-05-07 13:40:27.610: INFO @log_variables: train age_confidence/loss mean: 0.041630 2021-05-07 13:40:27.610: INFO @log_variables: train age_confidence/accuracy mean: 0.796369 2021-05-07 13:40:27.610: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 13:40:27.612: INFO @metrics_hook: train age_mae: 17.791 +-0.248 (13824) 2021-05-07 13:40:27.614: INFO @metrics_hook: train gender_accuracy: 0.621 +-0.008 (13824) 2021-05-07 13:40:29.373: INFO @decay_lr : LR updated to `0.00028676682` 2021-05-07 13:40:29.374: INFO @log_profile : T train: 27.488580 2021-05-07 13:40:29.374: INFO @log_profile : T read data: 0.251495 2021-05-07 13:40:29.374: INFO @log_profile : T hooks: 2.376511 2021-05-07 13:40:29.374: INFO @main_loop : Epoch 9 done 2021-05-07 13:40:29.374: INFO @main_loop : Training epoch 10 2021-05-07 13:40:58.627: INFO @log_variables: train loss nanmean: 3.775083 2021-05-07 13:40:58.627: INFO @log_variables: train age_loss mean: 4.178512 2021-05-07 13:40:58.628: INFO @log_variables: train gender_loss mean: 0.641705 2021-05-07 13:40:58.628: INFO @log_variables: train age_mae mean: 17.376762 2021-05-07 13:40:58.628: INFO @log_variables: train gender_accuracy mean: 0.631076 2021-05-07 13:40:58.628: INFO @log_variables: train gender_confidence/loss nanmean: 0.076739 2021-05-07 13:40:58.628: INFO @log_variables: train gender_confidence/accuracy mean: 0.606554 2021-05-07 13:40:58.628: INFO @log_variables: train age_confidence/loss mean: 0.041475 2021-05-07 13:40:58.628: INFO @log_variables: train age_confidence/accuracy mean: 0.796730 2021-05-07 13:40:58.628: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 13:40:58.630: INFO @metrics_hook: train age_mae: 17.377 +-0.245 (13824) 2021-05-07 13:40:58.632: INFO @metrics_hook: train gender_accuracy: 0.631 +-0.008 (13824) 2021-05-07 13:41:00.667: INFO @decay_lr : LR updated to `0.000285333` 2021-05-07 13:41:00.668: INFO @log_profile : T train: 28.336238 2021-05-07 13:41:00.668: INFO @log_profile : T read data: 0.258049 2021-05-07 13:41:00.668: INFO @log_profile : T hooks: 2.651132 2021-05-07 13:41:00.668: INFO @main_loop : Epoch 10 done 2021-05-07 13:41:00.668: INFO @main_loop : Training epoch 11 2021-05-07 13:41:29.710: INFO @log_variables: train loss nanmean: 3.760694 2021-05-07 13:41:29.710: INFO @log_variables: train age_loss mean: 4.181960 2021-05-07 13:41:29.710: INFO @log_variables: train gender_loss mean: 0.637403 2021-05-07 13:41:29.711: INFO @log_variables: train age_mae mean: 17.185890 2021-05-07 13:41:29.711: INFO @log_variables: train gender_accuracy mean: 0.632940 2021-05-07 13:41:29.711: INFO @log_variables: train gender_confidence/loss nanmean: 0.076888 2021-05-07 13:41:29.711: INFO @log_variables: train gender_confidence/accuracy mean: 0.612298 2021-05-07 13:41:29.711: INFO @log_variables: train age_confidence/loss mean: 0.040708 2021-05-07 13:41:29.711: INFO @log_variables: train age_confidence/accuracy mean: 0.803578 2021-05-07 13:41:29.711: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 13:41:29.713: INFO @metrics_hook: train age_mae: 17.186 +-0.237 (13807) 2021-05-07 13:41:29.716: INFO @metrics_hook: train gender_accuracy: 0.633 +-0.008 (13807) 2021-05-07 13:41:32.318: INFO @decay_lr : LR updated to `0.00028390632` 2021-05-07 13:41:32.321: INFO @log_profile : T train: 27.972497 2021-05-07 13:41:32.322: INFO @log_profile : T read data: 0.429642 2021-05-07 13:41:32.322: INFO @log_profile : T hooks: 3.197943 2021-05-07 13:41:32.322: INFO @main_loop : Epoch 11 done 2021-05-07 13:41:32.322: INFO @main_loop : Training epoch 12 2021-05-07 13:42:04.020: INFO @log_variables: train loss nanmean: 3.684486 2021-05-07 13:42:04.021: INFO @log_variables: train age_loss mean: 4.161334 2021-05-07 13:42:04.021: INFO @log_variables: train gender_loss mean: 0.629004 2021-05-07 13:42:04.021: INFO @log_variables: train age_mae mean: 16.471500 2021-05-07 13:42:04.021: INFO @log_variables: train gender_accuracy mean: 0.647859 2021-05-07 13:42:04.021: INFO @log_variables: train gender_confidence/loss nanmean: 0.077308 2021-05-07 13:42:04.021: INFO @log_variables: train gender_confidence/accuracy mean: 0.620515 2021-05-07 13:42:04.021: INFO @log_variables: train age_confidence/loss mean: 0.041419 2021-05-07 13:42:04.021: INFO @log_variables: train age_confidence/accuracy mean: 0.799841 2021-05-07 13:42:04.021: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 13:42:04.023: INFO @metrics_hook: train age_mae: 16.472 +-0.228 (13824) 2021-05-07 13:42:04.025: INFO @metrics_hook: train gender_accuracy: 0.648 +-0.008 (13824) 2021-05-07 13:42:06.642: INFO @decay_lr : LR updated to `0.00028248678` 2021-05-07 13:42:06.644: INFO @log_profile : T train: 30.644795 2021-05-07 13:42:06.644: INFO @log_profile : T read data: 0.388838 2021-05-07 13:42:06.644: INFO @log_profile : T hooks: 3.224331 2021-05-07 13:42:06.644: INFO @main_loop : Epoch 12 done 2021-05-07 13:42:06.644: INFO @main_loop : Training epoch 13 2021-05-07 13:42:38.363: INFO @log_variables: train loss nanmean: 3.741477 2021-05-07 13:42:38.364: INFO @log_variables: train age_loss mean: 4.166767 2021-05-07 13:42:38.366: INFO @log_variables: train gender_loss mean: 0.624675 2021-05-07 13:42:38.367: INFO @log_variables: train age_mae mean: 16.431137 2021-05-07 13:42:38.367: INFO @log_variables: train gender_accuracy mean: 0.650029 2021-05-07 13:42:38.367: INFO @log_variables: train gender_confidence/loss nanmean: 0.077367 2021-05-07 13:42:38.367: INFO @log_variables: train gender_confidence/accuracy mean: 0.624060 2021-05-07 13:42:38.367: INFO @log_variables: train age_confidence/loss mean: 0.040829 2021-05-07 13:42:38.367: INFO @log_variables: train age_confidence/accuracy mean: 0.805700 2021-05-07 13:42:38.367: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 13:42:38.369: INFO @metrics_hook: train age_mae: 16.431 +-0.224 (13824) 2021-05-07 13:42:38.371: INFO @metrics_hook: train gender_accuracy: 0.650 +-0.008 (13824) 2021-05-07 13:42:40.991: INFO @decay_lr : LR updated to `0.00028107435` 2021-05-07 13:42:40.992: INFO @log_profile : T train: 30.699165 2021-05-07 13:42:40.992: INFO @log_profile : T read data: 0.382633 2021-05-07 13:42:40.992: INFO @log_profile : T hooks: 3.202428 2021-05-07 13:42:40.992: INFO @main_loop : Epoch 13 done 2021-05-07 13:42:40.993: INFO @main_loop : Training epoch 14 2021-05-07 13:43:12.869: INFO @log_variables: train loss nanmean: 3.684751 2021-05-07 13:43:12.869: INFO @log_variables: train age_loss mean: 4.157806 2021-05-07 13:43:12.869: INFO @log_variables: train gender_loss mean: 0.619380 2021-05-07 13:43:12.869: INFO @log_variables: train age_mae mean: 16.127859 2021-05-07 13:43:12.869: INFO @log_variables: train gender_accuracy mean: 0.657058 2021-05-07 13:43:12.869: INFO @log_variables: train gender_confidence/loss nanmean: 0.077484 2021-05-07 13:43:12.869: INFO @log_variables: train gender_confidence/accuracy mean: 0.630332 2021-05-07 13:43:12.869: INFO @log_variables: train age_confidence/loss mean: 0.041019 2021-05-07 13:43:12.869: INFO @log_variables: train age_confidence/accuracy mean: 0.805533 2021-05-07 13:43:12.869: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 13:43:12.871: INFO @metrics_hook: train age_mae: 16.128 +-0.219 (13807) 2021-05-07 13:43:12.872: INFO @metrics_hook: train gender_accuracy: 0.657 +-0.008 (13807) 2021-05-07 13:43:15.462: INFO @decay_lr : LR updated to `0.00027966898` 2021-05-07 13:43:15.463: INFO @log_profile : T train: 30.690218 2021-05-07 13:43:15.463: INFO @log_profile : T read data: 0.542295 2021-05-07 13:43:15.463: INFO @log_profile : T hooks: 3.173239 2021-05-07 13:43:15.464: INFO @main_loop : Epoch 14 done 2021-05-07 13:43:15.464: INFO @main_loop : Training epoch 15 2021-05-07 13:43:47.008: INFO @log_variables: train loss nanmean: 3.718895 2021-05-07 13:43:47.008: INFO @log_variables: train age_loss mean: 4.130417 2021-05-07 13:43:47.008: INFO @log_variables: train gender_loss mean: 0.608094 2021-05-07 13:43:47.008: INFO @log_variables: train age_mae mean: 15.773945 2021-05-07 13:43:47.008: INFO @log_variables: train gender_accuracy mean: 0.668981 2021-05-07 13:43:47.008: INFO @log_variables: train gender_confidence/loss nanmean: 0.077591 2021-05-07 13:43:47.009: INFO @log_variables: train gender_confidence/accuracy mean: 0.650029 2021-05-07 13:43:47.009: INFO @log_variables: train age_confidence/loss mean: 0.040556 2021-05-07 13:43:47.009: INFO @log_variables: train age_confidence/accuracy mean: 0.809100 2021-05-07 13:43:47.009: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 13:43:47.011: INFO @metrics_hook: train age_mae: 15.774 +-0.216 (13824) 2021-05-07 13:43:47.013: INFO @metrics_hook: train gender_accuracy: 0.669 +-0.008 (13824) 2021-05-07 13:43:49.647: INFO @decay_lr : LR updated to `0.00027827063` 2021-05-07 13:43:49.649: INFO @log_profile : T train: 30.554273 2021-05-07 13:43:49.650: INFO @log_profile : T read data: 0.366338 2021-05-07 13:43:49.650: INFO @log_profile : T hooks: 3.203406 2021-05-07 13:43:49.650: INFO @main_loop : Epoch 15 done 2021-05-07 13:43:49.650: INFO @main_loop : Training epoch 16 2021-05-07 13:44:21.165: INFO @log_variables: train loss nanmean: 3.717283 2021-05-07 13:44:21.165: INFO @log_variables: train age_loss mean: 4.132942 2021-05-07 13:44:21.166: INFO @log_variables: train gender_loss mean: 0.603199 2021-05-07 13:44:21.166: INFO @log_variables: train age_mae mean: 15.624347 2021-05-07 13:44:21.166: INFO @log_variables: train gender_accuracy mean: 0.665075 2021-05-07 13:44:21.166: INFO @log_variables: train gender_confidence/loss nanmean: 0.077112 2021-05-07 13:44:21.166: INFO @log_variables: train gender_confidence/accuracy mean: 0.636068 2021-05-07 13:44:21.166: INFO @log_variables: train age_confidence/loss mean: 0.040846 2021-05-07 13:44:21.166: INFO @log_variables: train age_confidence/accuracy mean: 0.806062 2021-05-07 13:44:21.166: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 13:44:21.172: INFO @metrics_hook: train age_mae: 15.624 +-0.210 (13824) 2021-05-07 13:44:21.174: INFO @metrics_hook: train gender_accuracy: 0.665 +-0.008 (13824) 2021-05-07 13:44:23.767: INFO @decay_lr : LR updated to `0.00027687926` 2021-05-07 13:44:23.769: INFO @log_profile : T train: 30.472523 2021-05-07 13:44:23.769: INFO @log_profile : T read data: 0.401809 2021-05-07 13:44:23.769: INFO @log_profile : T hooks: 3.178003 2021-05-07 13:44:23.769: INFO @main_loop : Epoch 16 done 2021-05-07 13:44:23.769: INFO @main_loop : Training epoch 17 2021-05-07 13:44:55.589: INFO @log_variables: train loss nanmean: 3.749905 2021-05-07 13:44:55.589: INFO @log_variables: train age_loss mean: 4.120435 2021-05-07 13:44:55.589: INFO @log_variables: train gender_loss mean: 0.593558 2021-05-07 13:44:55.589: INFO @log_variables: train age_mae mean: 15.493200 2021-05-07 13:44:55.590: INFO @log_variables: train gender_accuracy mean: 0.684896 2021-05-07 13:44:55.590: INFO @log_variables: train gender_confidence/loss nanmean: 0.078004 2021-05-07 13:44:55.590: INFO @log_variables: train gender_confidence/accuracy mean: 0.654876 2021-05-07 13:44:55.590: INFO @log_variables: train age_confidence/loss mean: 0.041792 2021-05-07 13:44:55.590: INFO @log_variables: train age_confidence/accuracy mean: 0.797237 2021-05-07 13:44:55.590: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 13:44:55.593: INFO @metrics_hook: train age_mae: 15.493 +-0.213 (13824) 2021-05-07 13:44:55.596: INFO @metrics_hook: train gender_accuracy: 0.685 +-0.008 (13824) 2021-05-07 13:44:58.088: INFO @decay_lr : LR updated to `0.00027549488` 2021-05-07 13:44:58.089: INFO @log_profile : T train: 30.785670 2021-05-07 13:44:58.089: INFO @log_profile : T read data: 0.380028 2021-05-07 13:44:58.089: INFO @log_profile : T hooks: 3.090665 2021-05-07 13:44:58.089: INFO @main_loop : Epoch 17 done 2021-05-07 13:44:58.089: INFO @main_loop : Training epoch 18 2021-05-07 13:45:30.077: INFO @log_variables: train loss nanmean: 3.695417 2021-05-07 13:45:30.078: INFO @log_variables: train age_loss mean: 4.115396 2021-05-07 13:45:30.078: INFO @log_variables: train gender_loss mean: 0.593927 2021-05-07 13:45:30.078: INFO @log_variables: train age_mae mean: 15.456139 2021-05-07 13:45:30.078: INFO @log_variables: train gender_accuracy mean: 0.681973 2021-05-07 13:45:30.078: INFO @log_variables: train gender_confidence/loss nanmean: 0.078060 2021-05-07 13:45:30.078: INFO @log_variables: train gender_confidence/accuracy mean: 0.649453 2021-05-07 13:45:30.078: INFO @log_variables: train age_confidence/loss mean: 0.040656 2021-05-07 13:45:30.078: INFO @log_variables: train age_confidence/accuracy mean: 0.805244 2021-05-07 13:45:30.078: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 13:45:30.080: INFO @metrics_hook: train age_mae: 15.456 +-0.210 (13807) 2021-05-07 13:45:30.082: INFO @metrics_hook: train gender_accuracy: 0.682 +-0.008 (13807) 2021-05-07 13:45:32.615: INFO @decay_lr : LR updated to `0.0002741174` 2021-05-07 13:45:32.617: INFO @log_profile : T train: 30.800149 2021-05-07 13:45:32.617: INFO @log_profile : T read data: 0.506086 2021-05-07 13:45:32.617: INFO @log_profile : T hooks: 3.158832 2021-05-07 13:45:32.617: INFO @main_loop : Epoch 18 done 2021-05-07 13:45:32.618: INFO @main_loop : Training epoch 19 2021-05-07 13:46:04.522: INFO @log_variables: train loss nanmean: 3.660895 2021-05-07 13:46:04.522: INFO @log_variables: train age_loss mean: 4.098497 2021-05-07 13:46:04.523: INFO @log_variables: train gender_loss mean: 0.587741 2021-05-07 13:46:04.523: INFO @log_variables: train age_mae mean: 15.273091 2021-05-07 13:46:04.523: INFO @log_variables: train gender_accuracy mean: 0.681930 2021-05-07 13:46:04.523: INFO @log_variables: train gender_confidence/loss nanmean: 0.077383 2021-05-07 13:46:04.523: INFO @log_variables: train gender_confidence/accuracy mean: 0.651259 2021-05-07 13:46:04.523: INFO @log_variables: train age_confidence/loss mean: 0.041030 2021-05-07 13:46:04.523: INFO @log_variables: train age_confidence/accuracy mean: 0.802300 2021-05-07 13:46:04.523: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 13:46:04.525: INFO @metrics_hook: train age_mae: 15.273 +-0.209 (13824) 2021-05-07 13:46:04.527: INFO @metrics_hook: train gender_accuracy: 0.682 +-0.008 (13824) 2021-05-07 13:46:07.026: INFO @decay_lr : LR updated to `0.0002727468` 2021-05-07 13:46:07.029: INFO @log_profile : T train: 30.895499 2021-05-07 13:46:07.029: INFO @log_profile : T read data: 0.373278 2021-05-07 13:46:07.029: INFO @log_profile : T hooks: 3.080235 2021-05-07 13:46:07.029: INFO @main_loop : Epoch 19 done 2021-05-07 13:46:07.030: INFO @main_loop : Training epoch 20 2021-05-07 13:46:37.523: INFO @log_variables: train loss nanmean: 3.672874 2021-05-07 13:46:37.525: INFO @log_variables: train age_loss mean: 4.101414 2021-05-07 13:46:37.525: INFO @log_variables: train gender_loss mean: 0.575212 2021-05-07 13:46:37.525: INFO @log_variables: train age_mae mean: 15.228688 2021-05-07 13:46:37.525: INFO @log_variables: train gender_accuracy mean: 0.692708 2021-05-07 13:46:37.525: INFO @log_variables: train gender_confidence/loss nanmean: 0.077191 2021-05-07 13:46:37.525: INFO @log_variables: train gender_confidence/accuracy mean: 0.660084 2021-05-07 13:46:37.525: INFO @log_variables: train age_confidence/loss mean: 0.041173 2021-05-07 13:46:37.525: INFO @log_variables: train age_confidence/accuracy mean: 0.800854 2021-05-07 13:46:37.526: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 13:46:37.527: INFO @metrics_hook: train age_mae: 15.229 +-0.206 (13824) 2021-05-07 13:46:37.529: INFO @metrics_hook: train gender_accuracy: 0.693 +-0.008 (13824) 2021-05-07 13:46:40.020: INFO @decay_lr : LR updated to `0.00027138306` 2021-05-07 13:46:40.022: INFO @log_profile : T train: 29.517830 2021-05-07 13:46:40.022: INFO @log_profile : T read data: 0.355255 2021-05-07 13:46:40.022: INFO @log_profile : T hooks: 3.061072 2021-05-07 13:46:40.022: INFO @main_loop : Epoch 20 done 2021-05-07 13:46:40.022: INFO @main_loop : Training epoch 21 2021-05-07 13:47:11.661: INFO @log_variables: train loss nanmean: 3.628174 2021-05-07 13:47:11.661: INFO @log_variables: train age_loss mean: 4.083146 2021-05-07 13:47:11.661: INFO @log_variables: train gender_loss mean: 0.574160 2021-05-07 13:47:11.661: INFO @log_variables: train age_mae mean: 15.039977 2021-05-07 13:47:11.661: INFO @log_variables: train gender_accuracy mean: 0.694937 2021-05-07 13:47:11.661: INFO @log_variables: train gender_confidence/loss nanmean: 0.077131 2021-05-07 13:47:11.661: INFO @log_variables: train gender_confidence/accuracy mean: 0.660462 2021-05-07 13:47:11.661: INFO @log_variables: train age_confidence/loss mean: 0.041731 2021-05-07 13:47:11.662: INFO @log_variables: train age_confidence/accuracy mean: 0.793221 2021-05-07 13:47:11.662: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 13:47:11.665: INFO @metrics_hook: train age_mae: 15.040 +-0.204 (13807) 2021-05-07 13:47:11.668: INFO @metrics_hook: train gender_accuracy: 0.695 +-0.008 (13807) 2021-05-07 13:47:14.225: INFO @decay_lr : LR updated to `0.00027002615` 2021-05-07 13:47:14.227: INFO @log_profile : T train: 30.456071 2021-05-07 13:47:14.227: INFO @log_profile : T read data: 0.521042 2021-05-07 13:47:14.227: INFO @log_profile : T hooks: 3.164256 2021-05-07 13:47:14.227: INFO @main_loop : Epoch 21 done 2021-05-07 13:47:14.227: INFO @main_loop : Training epoch 22 2021-05-07 13:47:44.793: INFO @log_variables: train loss nanmean: 3.594824 2021-05-07 13:47:44.794: INFO @log_variables: train age_loss mean: 4.076867 2021-05-07 13:47:44.794: INFO @log_variables: train gender_loss mean: 0.569975 2021-05-07 13:47:44.794: INFO @log_variables: train age_mae mean: 14.852834 2021-05-07 13:47:44.794: INFO @log_variables: train gender_accuracy mean: 0.706504 2021-05-07 13:47:44.794: INFO @log_variables: train gender_confidence/loss nanmean: 0.078249 2021-05-07 13:47:44.794: INFO @log_variables: train gender_confidence/accuracy mean: 0.658251 2021-05-07 13:47:44.794: INFO @log_variables: train age_confidence/loss mean: 0.040992 2021-05-07 13:47:44.795: INFO @log_variables: train age_confidence/accuracy mean: 0.800767 2021-05-07 13:47:44.795: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 13:47:44.797: INFO @metrics_hook: train age_mae: 14.853 +-0.199 (13823) 2021-05-07 13:47:44.798: INFO @metrics_hook: train gender_accuracy: 0.707 +-0.008 (13823) 2021-05-07 13:47:47.343: INFO @decay_lr : LR updated to `0.00026867603` 2021-05-07 13:47:47.347: INFO @log_profile : T train: 29.538318 2021-05-07 13:47:47.348: INFO @log_profile : T read data: 0.394852 2021-05-07 13:47:47.348: INFO @log_profile : T hooks: 3.124460 2021-05-07 13:47:47.348: INFO @main_loop : Epoch 22 done 2021-05-07 13:47:47.348: INFO @main_loop : Training epoch 23 2021-05-07 13:48:19.028: INFO @log_variables: train loss nanmean: 3.605883 2021-05-07 13:48:19.028: INFO @log_variables: train age_loss mean: 4.065967 2021-05-07 13:48:19.028: INFO @log_variables: train gender_loss mean: 0.564484 2021-05-07 13:48:19.028: INFO @log_variables: train age_mae mean: 14.810760 2021-05-07 13:48:19.029: INFO @log_variables: train gender_accuracy mean: 0.703631 2021-05-07 13:48:19.029: INFO @log_variables: train gender_confidence/loss nanmean: 0.077677 2021-05-07 13:48:19.029: INFO @log_variables: train gender_confidence/accuracy mean: 0.660084 2021-05-07 13:48:19.029: INFO @log_variables: train age_confidence/loss mean: 0.040813 2021-05-07 13:48:19.029: INFO @log_variables: train age_confidence/accuracy mean: 0.804832 2021-05-07 13:48:19.029: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 13:48:19.030: INFO @metrics_hook: train age_mae: 14.811 +-0.197 (13824) 2021-05-07 13:48:19.031: INFO @metrics_hook: train gender_accuracy: 0.704 +-0.008 (13824) 2021-05-07 13:48:21.522: INFO @decay_lr : LR updated to `0.00026733265` 2021-05-07 13:48:21.524: INFO @log_profile : T train: 30.629820 2021-05-07 13:48:21.524: INFO @log_profile : T read data: 0.388702 2021-05-07 13:48:21.524: INFO @log_profile : T hooks: 3.093283 2021-05-07 13:48:21.524: INFO @main_loop : Epoch 23 done 2021-05-07 13:48:21.524: INFO @main_loop : Training epoch 24 2021-05-07 13:48:53.085: INFO @log_variables: train loss nanmean: 3.557255 2021-05-07 13:48:53.086: INFO @log_variables: train age_loss mean: 4.048860 2021-05-07 13:48:53.086: INFO @log_variables: train gender_loss mean: 0.558235 2021-05-07 13:48:53.086: INFO @log_variables: train age_mae mean: 14.756701 2021-05-07 13:48:53.086: INFO @log_variables: train gender_accuracy mean: 0.712103 2021-05-07 13:48:53.086: INFO @log_variables: train gender_confidence/loss nanmean: 0.077899 2021-05-07 13:48:53.086: INFO @log_variables: train gender_confidence/accuracy mean: 0.666691 2021-05-07 13:48:53.086: INFO @log_variables: train age_confidence/loss mean: 0.040165 2021-05-07 13:48:53.086: INFO @log_variables: train age_confidence/accuracy mean: 0.807706 2021-05-07 13:48:53.086: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 13:48:53.087: INFO @metrics_hook: train age_mae: 14.757 +-0.193 (13807) 2021-05-07 13:48:53.089: INFO @metrics_hook: train gender_accuracy: 0.712 +-0.008 (13807) 2021-05-07 13:48:55.635: INFO @decay_lr : LR updated to `0.000265996` 2021-05-07 13:48:55.637: INFO @log_profile : T train: 30.407001 2021-05-07 13:48:55.637: INFO @log_profile : T read data: 0.520067 2021-05-07 13:48:55.637: INFO @log_profile : T hooks: 3.121254 2021-05-07 13:48:55.637: INFO @main_loop : Epoch 24 done 2021-05-07 13:48:55.637: INFO @main_loop : Training epoch 25 2021-05-07 13:49:27.285: INFO @log_variables: train loss nanmean: 3.596655 2021-05-07 13:49:27.286: INFO @log_variables: train age_loss mean: 4.060521 2021-05-07 13:49:27.286: INFO @log_variables: train gender_loss mean: 0.561085 2021-05-07 13:49:27.286: INFO @log_variables: train age_mae mean: 14.758045 2021-05-07 13:49:27.286: INFO @log_variables: train gender_accuracy mean: 0.707899 2021-05-07 13:49:27.286: INFO @log_variables: train gender_confidence/loss nanmean: 0.077668 2021-05-07 13:49:27.287: INFO @log_variables: train gender_confidence/accuracy mean: 0.663701 2021-05-07 13:49:27.287: INFO @log_variables: train age_confidence/loss mean: 0.040466 2021-05-07 13:49:27.287: INFO @log_variables: train age_confidence/accuracy mean: 0.805990 2021-05-07 13:49:27.287: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 13:49:27.290: INFO @metrics_hook: train age_mae: 14.758 +-0.192 (13824) 2021-05-07 13:49:27.291: INFO @metrics_hook: train gender_accuracy: 0.708 +-0.008 (13824) 2021-05-07 13:49:30.189: INFO @decay_lr : LR updated to `0.000264666` 2021-05-07 13:49:30.190: INFO @log_profile : T train: 30.599471 2021-05-07 13:49:30.190: INFO @log_profile : T read data: 0.394864 2021-05-07 13:49:30.190: INFO @log_profile : T hooks: 3.495080 2021-05-07 13:49:30.190: INFO @main_loop : Epoch 25 done 2021-05-07 13:49:30.191: INFO @main_loop : Training epoch 26 2021-05-07 13:50:01.880: INFO @log_variables: train loss nanmean: 3.604174 2021-05-07 13:50:01.881: INFO @log_variables: train age_loss mean: 4.044728 2021-05-07 13:50:01.881: INFO @log_variables: train gender_loss mean: 0.545618 2021-05-07 13:50:01.881: INFO @log_variables: train age_mae mean: 14.617383 2021-05-07 13:50:01.881: INFO @log_variables: train gender_accuracy mean: 0.716146 2021-05-07 13:50:01.881: INFO @log_variables: train gender_confidence/loss nanmean: 0.076887 2021-05-07 13:50:01.881: INFO @log_variables: train gender_confidence/accuracy mean: 0.676071 2021-05-07 13:50:01.881: INFO @log_variables: train age_confidence/loss mean: 0.041158 2021-05-07 13:50:01.881: INFO @log_variables: train age_confidence/accuracy mean: 0.798900 2021-05-07 13:50:01.881: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 13:50:01.882: INFO @metrics_hook: train age_mae: 14.617 +-0.193 (13824) 2021-05-07 13:50:01.884: INFO @metrics_hook: train gender_accuracy: 0.716 +-0.008 (13824) 2021-05-07 13:50:04.382: INFO @decay_lr : LR updated to `0.0002633427` 2021-05-07 13:50:04.383: INFO @log_profile : T train: 30.641007 2021-05-07 13:50:04.383: INFO @log_profile : T read data: 0.389024 2021-05-07 13:50:04.383: INFO @log_profile : T hooks: 3.097978 2021-05-07 13:50:04.383: INFO @main_loop : Epoch 26 done 2021-05-07 13:50:04.383: INFO @main_loop : Training epoch 27 2021-05-07 13:50:35.989: INFO @log_variables: train loss nanmean: 3.557920 2021-05-07 13:50:35.990: INFO @log_variables: train age_loss mean: 4.043169 2021-05-07 13:50:35.990: INFO @log_variables: train gender_loss mean: 0.548366 2021-05-07 13:50:35.990: INFO @log_variables: train age_mae mean: 14.554809 2021-05-07 13:50:35.990: INFO @log_variables: train gender_accuracy mean: 0.720124 2021-05-07 13:50:35.990: INFO @log_variables: train gender_confidence/loss nanmean: 0.077876 2021-05-07 13:50:35.990: INFO @log_variables: train gender_confidence/accuracy mean: 0.670501 2021-05-07 13:50:35.990: INFO @log_variables: train age_confidence/loss mean: 0.040818 2021-05-07 13:50:35.990: INFO @log_variables: train age_confidence/accuracy mean: 0.800854 2021-05-07 13:50:35.990: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 13:50:35.992: INFO @metrics_hook: train age_mae: 14.555 +-0.189 (13824) 2021-05-07 13:50:35.993: INFO @metrics_hook: train gender_accuracy: 0.720 +-0.008 (13824) 2021-05-07 13:50:38.529: INFO @decay_lr : LR updated to `0.00026202598` 2021-05-07 13:50:38.530: INFO @log_profile : T train: 30.556281 2021-05-07 13:50:38.530: INFO @log_profile : T read data: 0.382835 2021-05-07 13:50:38.531: INFO @log_profile : T hooks: 3.143247 2021-05-07 13:50:38.531: INFO @main_loop : Epoch 27 done 2021-05-07 13:50:38.531: INFO @main_loop : Training epoch 28 2021-05-07 13:51:10.148: INFO @log_variables: train loss nanmean: 3.590754 2021-05-07 13:51:10.149: INFO @log_variables: train age_loss mean: 4.049025 2021-05-07 13:51:10.150: INFO @log_variables: train gender_loss mean: 0.550119 2021-05-07 13:51:10.150: INFO @log_variables: train age_mae mean: 14.652925 2021-05-07 13:51:10.151: INFO @log_variables: train gender_accuracy mean: 0.713768 2021-05-07 13:51:10.151: INFO @log_variables: train gender_confidence/loss nanmean: 0.077380 2021-05-07 13:51:10.151: INFO @log_variables: train gender_confidence/accuracy mean: 0.665677 2021-05-07 13:51:10.151: INFO @log_variables: train age_confidence/loss mean: 0.040868 2021-05-07 13:51:10.151: INFO @log_variables: train age_confidence/accuracy mean: 0.802709 2021-05-07 13:51:10.151: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 13:51:10.153: INFO @metrics_hook: train age_mae: 14.653 +-0.191 (13807) 2021-05-07 13:51:10.155: INFO @metrics_hook: train gender_accuracy: 0.714 +-0.008 (13807) 2021-05-07 13:51:12.743: INFO @decay_lr : LR updated to `0.00026071584` 2021-05-07 13:51:12.745: INFO @log_profile : T train: 30.439923 2021-05-07 13:51:12.745: INFO @log_profile : T read data: 0.541271 2021-05-07 13:51:12.745: INFO @log_profile : T hooks: 3.169520 2021-05-07 13:51:12.745: INFO @main_loop : Epoch 28 done 2021-05-07 13:51:12.745: INFO @main_loop : Training epoch 29 2021-05-07 13:51:44.062: INFO @log_variables: train loss nanmean: 3.557978 2021-05-07 13:51:44.062: INFO @log_variables: train age_loss mean: 4.030560 2021-05-07 13:51:44.062: INFO @log_variables: train gender_loss mean: 0.546010 2021-05-07 13:51:44.062: INFO @log_variables: train age_mae mean: 14.435884 2021-05-07 13:51:44.062: INFO @log_variables: train gender_accuracy mean: 0.718388 2021-05-07 13:51:44.062: INFO @log_variables: train gender_confidence/loss nanmean: 0.076980 2021-05-07 13:51:44.062: INFO @log_variables: train gender_confidence/accuracy mean: 0.673828 2021-05-07 13:51:44.062: INFO @log_variables: train age_confidence/loss mean: 0.040865 2021-05-07 13:51:44.062: INFO @log_variables: train age_confidence/accuracy mean: 0.803892 2021-05-07 13:51:44.063: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 13:51:44.064: INFO @metrics_hook: train age_mae: 14.436 +-0.188 (13824) 2021-05-07 13:51:44.065: INFO @metrics_hook: train gender_accuracy: 0.718 +-0.008 (13824) 2021-05-07 13:51:46.613: INFO @decay_lr : LR updated to `0.00025941225` 2021-05-07 13:51:46.616: INFO @log_profile : T train: 30.311415 2021-05-07 13:51:46.616: INFO @log_profile : T read data: 0.381053 2021-05-07 13:51:46.616: INFO @log_profile : T hooks: 3.116944 2021-05-07 13:51:46.616: INFO @main_loop : Epoch 29 done 2021-05-07 13:51:46.616: INFO @main_loop : Training epoch 30 2021-05-07 13:52:18.162: INFO @log_variables: train loss nanmean: 3.544070 2021-05-07 13:52:18.162: INFO @log_variables: train age_loss mean: 4.015165 2021-05-07 13:52:18.162: INFO @log_variables: train gender_loss mean: 0.533046 2021-05-07 13:52:18.162: INFO @log_variables: train age_mae mean: 14.412899 2021-05-07 13:52:18.162: INFO @log_variables: train gender_accuracy mean: 0.727917 2021-05-07 13:52:18.162: INFO @log_variables: train gender_confidence/loss nanmean: 0.077204 2021-05-07 13:52:18.162: INFO @log_variables: train gender_confidence/accuracy mean: 0.675685 2021-05-07 13:52:18.162: INFO @log_variables: train age_confidence/loss mean: 0.040456 2021-05-07 13:52:18.163: INFO @log_variables: train age_confidence/accuracy mean: 0.805252 2021-05-07 13:52:18.163: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 13:52:18.165: INFO @metrics_hook: train age_mae: 14.413 +-0.186 (13823) 2021-05-07 13:52:18.166: INFO @metrics_hook: train gender_accuracy: 0.728 +-0.008 (13823) 2021-05-07 13:52:20.697: INFO @decay_lr : LR updated to `0.00025811518` 2021-05-07 13:52:20.699: INFO @log_profile : T train: 30.512606 2021-05-07 13:52:20.699: INFO @log_profile : T read data: 0.379393 2021-05-07 13:52:20.699: INFO @log_profile : T hooks: 3.128057 2021-05-07 13:52:20.699: INFO @main_loop : Epoch 30 done 2021-05-07 13:52:20.699: INFO @main_loop : Training epoch 31 2021-05-07 13:52:52.424: INFO @log_variables: train loss nanmean: 3.530492 2021-05-07 13:52:52.424: INFO @log_variables: train age_loss mean: 4.004259 2021-05-07 13:52:52.424: INFO @log_variables: train gender_loss mean: 0.530705 2021-05-07 13:52:52.424: INFO @log_variables: train age_mae mean: 14.177316 2021-05-07 13:52:52.424: INFO @log_variables: train gender_accuracy mean: 0.730789 2021-05-07 13:52:52.424: INFO @log_variables: train gender_confidence/loss nanmean: 0.077181 2021-05-07 13:52:52.424: INFO @log_variables: train gender_confidence/accuracy mean: 0.679438 2021-05-07 13:52:52.425: INFO @log_variables: train age_confidence/loss mean: 0.041781 2021-05-07 13:52:52.425: INFO @log_variables: train age_confidence/accuracy mean: 0.796770 2021-05-07 13:52:52.425: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 13:52:52.427: INFO @metrics_hook: train age_mae: 14.177 +-0.186 (13807) 2021-05-07 13:52:52.428: INFO @metrics_hook: train gender_accuracy: 0.731 +-0.008 (13807) 2021-05-07 13:52:54.972: INFO @decay_lr : LR updated to `0.0002568246` 2021-05-07 13:52:54.974: INFO @log_profile : T train: 30.532665 2021-05-07 13:52:54.974: INFO @log_profile : T read data: 0.526478 2021-05-07 13:52:54.974: INFO @log_profile : T hooks: 3.152267 2021-05-07 13:52:54.974: INFO @main_loop : Epoch 31 done 2021-05-07 13:52:54.974: INFO @main_loop : Training epoch 32 2021-05-07 13:53:26.578: INFO @log_variables: train loss nanmean: 3.456721 2021-05-07 13:53:26.578: INFO @log_variables: train age_loss mean: 4.010933 2021-05-07 13:53:26.578: INFO @log_variables: train gender_loss mean: 0.532382 2021-05-07 13:53:26.579: INFO @log_variables: train age_mae mean: 14.320862 2021-05-07 13:53:26.579: INFO @log_variables: train gender_accuracy mean: 0.724175 2021-05-07 13:53:26.579: INFO @log_variables: train gender_confidence/loss nanmean: 0.077001 2021-05-07 13:53:26.579: INFO @log_variables: train gender_confidence/accuracy mean: 0.667896 2021-05-07 13:53:26.579: INFO @log_variables: train age_confidence/loss mean: 0.040826 2021-05-07 13:53:26.579: INFO @log_variables: train age_confidence/accuracy mean: 0.802951 2021-05-07 13:53:26.579: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 13:53:26.581: INFO @metrics_hook: train age_mae: 14.321 +-0.184 (13824) 2021-05-07 13:53:26.582: INFO @metrics_hook: train gender_accuracy: 0.724 +-0.008 (13824) 2021-05-07 13:53:29.116: INFO @decay_lr : LR updated to `0.00025554048` 2021-05-07 13:53:29.118: INFO @log_profile : T train: 30.583454 2021-05-07 13:53:29.119: INFO @log_profile : T read data: 0.389324 2021-05-07 13:53:29.119: INFO @log_profile : T hooks: 3.108856 2021-05-07 13:53:29.119: INFO @main_loop : Epoch 32 done 2021-05-07 13:53:29.119: INFO @main_loop : Training epoch 33 2021-05-07 13:54:00.694: INFO @log_variables: train loss nanmean: 3.550642 2021-05-07 13:54:00.694: INFO @log_variables: train age_loss mean: 4.000798 2021-05-07 13:54:00.695: INFO @log_variables: train gender_loss mean: 0.519588 2021-05-07 13:54:00.695: INFO @log_variables: train age_mae mean: 14.119401 2021-05-07 13:54:00.695: INFO @log_variables: train gender_accuracy mean: 0.735966 2021-05-07 13:54:00.695: INFO @log_variables: train gender_confidence/loss nanmean: 0.077072 2021-05-07 13:54:00.695: INFO @log_variables: train gender_confidence/accuracy mean: 0.681568 2021-05-07 13:54:00.695: INFO @log_variables: train age_confidence/loss mean: 0.041547 2021-05-07 13:54:00.695: INFO @log_variables: train age_confidence/accuracy mean: 0.798105 2021-05-07 13:54:00.695: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 13:54:00.697: INFO @metrics_hook: train age_mae: 14.119 +-0.181 (13824) 2021-05-07 13:54:00.699: INFO @metrics_hook: train gender_accuracy: 0.736 +-0.007 (13824) 2021-05-07 13:54:03.183: INFO @decay_lr : LR updated to `0.00025426276` 2021-05-07 13:54:03.185: INFO @log_profile : T train: 30.492518 2021-05-07 13:54:03.185: INFO @log_profile : T read data: 0.407104 2021-05-07 13:54:03.186: INFO @log_profile : T hooks: 3.102442 2021-05-07 13:54:03.186: INFO @main_loop : Epoch 33 done 2021-05-07 13:54:03.186: INFO @main_loop : Training epoch 34 2021-05-07 13:54:34.793: INFO @log_variables: train loss nanmean: 3.524577 2021-05-07 13:54:34.794: INFO @log_variables: train age_loss mean: 3.987614 2021-05-07 13:54:34.794: INFO @log_variables: train gender_loss mean: 0.522837 2021-05-07 13:54:34.794: INFO @log_variables: train age_mae mean: 14.255054 2021-05-07 13:54:34.794: INFO @log_variables: train gender_accuracy mean: 0.733869 2021-05-07 13:54:34.794: INFO @log_variables: train gender_confidence/loss nanmean: 0.077408 2021-05-07 13:54:34.794: INFO @log_variables: train gender_confidence/accuracy mean: 0.669488 2021-05-07 13:54:34.794: INFO @log_variables: train age_confidence/loss mean: 0.040937 2021-05-07 13:54:34.795: INFO @log_variables: train age_confidence/accuracy mean: 0.800998 2021-05-07 13:54:34.795: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 13:54:34.798: INFO @metrics_hook: train age_mae: 14.255 +-0.184 (13824) 2021-05-07 13:54:34.800: INFO @metrics_hook: train gender_accuracy: 0.734 +-0.008 (13824) 2021-05-07 13:54:37.333: INFO @decay_lr : LR updated to `0.00025299145` 2021-05-07 13:54:37.335: INFO @log_profile : T train: 30.581907 2021-05-07 13:54:37.335: INFO @log_profile : T read data: 0.379555 2021-05-07 13:54:37.335: INFO @log_profile : T hooks: 3.124022 2021-05-07 13:54:37.335: INFO @main_loop : Epoch 34 done 2021-05-07 13:54:37.335: INFO @main_loop : Training epoch 35 2021-05-07 13:55:09.087: INFO @log_variables: train loss nanmean: 3.494570 2021-05-07 13:55:09.088: INFO @log_variables: train age_loss mean: 4.001647 2021-05-07 13:55:09.088: INFO @log_variables: train gender_loss mean: 0.519023 2021-05-07 13:55:09.088: INFO @log_variables: train age_mae mean: 14.108934 2021-05-07 13:55:09.088: INFO @log_variables: train gender_accuracy mean: 0.735786 2021-05-07 13:55:09.088: INFO @log_variables: train gender_confidence/loss nanmean: 0.076458 2021-05-07 13:55:09.088: INFO @log_variables: train gender_confidence/accuracy mean: 0.681031 2021-05-07 13:55:09.088: INFO @log_variables: train age_confidence/loss mean: 0.041493 2021-05-07 13:55:09.088: INFO @log_variables: train age_confidence/accuracy mean: 0.798073 2021-05-07 13:55:09.088: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 13:55:09.091: INFO @metrics_hook: train age_mae: 14.109 +-0.183 (13807) 2021-05-07 13:55:09.094: INFO @metrics_hook: train gender_accuracy: 0.736 +-0.008 (13807) 2021-05-07 13:55:12.208: INFO @decay_lr : LR updated to `0.00025172648` 2021-05-07 13:55:12.210: INFO @log_profile : T train: 30.541172 2021-05-07 13:55:12.211: INFO @log_profile : T read data: 0.537325 2021-05-07 13:55:12.211: INFO @log_profile : T hooks: 3.732877 2021-05-07 13:55:12.211: INFO @main_loop : Epoch 35 done 2021-05-07 13:55:12.211: INFO @main_loop : Training epoch 36 2021-05-07 13:55:42.983: INFO @log_variables: train loss nanmean: 3.483342 2021-05-07 13:55:42.983: INFO @log_variables: train age_loss mean: 3.979432 2021-05-07 13:55:42.983: INFO @log_variables: train gender_loss mean: 0.506550 2021-05-07 13:55:42.983: INFO @log_variables: train age_mae mean: 13.918193 2021-05-07 13:55:42.983: INFO @log_variables: train gender_accuracy mean: 0.749638 2021-05-07 13:55:42.983: INFO @log_variables: train gender_confidence/loss nanmean: 0.077143 2021-05-07 13:55:42.983: INFO @log_variables: train gender_confidence/accuracy mean: 0.686560 2021-05-07 13:55:42.983: INFO @log_variables: train age_confidence/loss mean: 0.041579 2021-05-07 13:55:42.984: INFO @log_variables: train age_confidence/accuracy mean: 0.794199 2021-05-07 13:55:42.984: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 13:55:42.986: INFO @metrics_hook: train age_mae: 13.918 +-0.181 (13824) 2021-05-07 13:55:42.988: INFO @metrics_hook: train gender_accuracy: 0.750 +-0.007 (13824) 2021-05-07 13:55:45.526: INFO @decay_lr : LR updated to `0.00025046786` 2021-05-07 13:55:45.527: INFO @log_profile : T train: 29.740060 2021-05-07 13:55:45.527: INFO @log_profile : T read data: 0.370314 2021-05-07 13:55:45.527: INFO @log_profile : T hooks: 3.143278 2021-05-07 13:55:45.527: INFO @main_loop : Epoch 36 done 2021-05-07 13:55:45.527: INFO @main_loop : Training epoch 37 2021-05-07 13:56:17.224: INFO @log_variables: train loss nanmean: 3.555838 2021-05-07 13:56:17.225: INFO @log_variables: train age_loss mean: 3.980051 2021-05-07 13:56:17.225: INFO @log_variables: train gender_loss mean: 0.514008 2021-05-07 13:56:17.225: INFO @log_variables: train age_mae mean: 14.102257 2021-05-07 13:56:17.226: INFO @log_variables: train gender_accuracy mean: 0.741030 2021-05-07 13:56:17.226: INFO @log_variables: train gender_confidence/loss nanmean: 0.077043 2021-05-07 13:56:17.226: INFO @log_variables: train gender_confidence/accuracy mean: 0.684245 2021-05-07 13:56:17.226: INFO @log_variables: train age_confidence/loss mean: 0.041413 2021-05-07 13:56:17.226: INFO @log_variables: train age_confidence/accuracy mean: 0.796296 2021-05-07 13:56:17.226: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 13:56:17.227: INFO @metrics_hook: train age_mae: 14.102 +-0.183 (13824) 2021-05-07 13:56:17.229: INFO @metrics_hook: train gender_accuracy: 0.741 +-0.007 (13824) 2021-05-07 13:56:19.752: INFO @decay_lr : LR updated to `0.00024921552` 2021-05-07 13:56:19.753: INFO @log_profile : T train: 30.612338 2021-05-07 13:56:19.754: INFO @log_profile : T read data: 0.407950 2021-05-07 13:56:19.754: INFO @log_profile : T hooks: 3.139296 2021-05-07 13:56:19.754: INFO @main_loop : Epoch 37 done 2021-05-07 13:56:19.754: INFO @main_loop : Training epoch 38 2021-05-07 13:56:50.575: INFO @log_variables: train loss nanmean: 3.478386 2021-05-07 13:56:50.575: INFO @log_variables: train age_loss mean: 3.972530 2021-05-07 13:56:50.575: INFO @log_variables: train gender_loss mean: 0.506067 2021-05-07 13:56:50.576: INFO @log_variables: train age_mae mean: 13.998425 2021-05-07 13:56:50.576: INFO @log_variables: train gender_accuracy mean: 0.745781 2021-05-07 13:56:50.576: INFO @log_variables: train gender_confidence/loss nanmean: 0.076472 2021-05-07 13:56:50.576: INFO @log_variables: train gender_confidence/accuracy mean: 0.691678 2021-05-07 13:56:50.576: INFO @log_variables: train age_confidence/loss mean: 0.041097 2021-05-07 13:56:50.576: INFO @log_variables: train age_confidence/accuracy mean: 0.797856 2021-05-07 13:56:50.576: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 13:56:50.578: INFO @metrics_hook: train age_mae: 13.998 +-0.180 (13807) 2021-05-07 13:56:50.581: INFO @metrics_hook: train gender_accuracy: 0.746 +-0.007 (13807) 2021-05-07 13:56:53.166: INFO @decay_lr : LR updated to `0.00024796944` 2021-05-07 13:56:53.169: INFO @log_profile : T train: 29.635989 2021-05-07 13:56:53.169: INFO @log_profile : T read data: 0.529971 2021-05-07 13:56:53.169: INFO @log_profile : T hooks: 3.187255 2021-05-07 13:56:53.169: INFO @main_loop : Epoch 38 done 2021-05-07 13:56:53.169: INFO @main_loop : Training epoch 39 2021-05-07 13:57:24.863: INFO @log_variables: train loss nanmean: 3.431330 2021-05-07 13:57:24.864: INFO @log_variables: train age_loss mean: 3.968373 2021-05-07 13:57:24.864: INFO @log_variables: train gender_loss mean: 0.501126 2021-05-07 13:57:24.864: INFO @log_variables: train age_mae mean: 14.011070 2021-05-07 13:57:24.864: INFO @log_variables: train gender_accuracy mean: 0.752459 2021-05-07 13:57:24.864: INFO @log_variables: train gender_confidence/loss nanmean: 0.076965 2021-05-07 13:57:24.864: INFO @log_variables: train gender_confidence/accuracy mean: 0.689598 2021-05-07 13:57:24.864: INFO @log_variables: train age_confidence/loss mean: 0.041439 2021-05-07 13:57:24.864: INFO @log_variables: train age_confidence/accuracy mean: 0.794560 2021-05-07 13:57:24.864: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 13:57:24.868: INFO @metrics_hook: train age_mae: 14.011 +-0.182 (13824) 2021-05-07 13:57:24.872: INFO @metrics_hook: train gender_accuracy: 0.752 +-0.007 (13824) 2021-05-07 13:57:27.417: INFO @decay_lr : LR updated to `0.00024672959` 2021-05-07 13:57:27.418: INFO @log_profile : T train: 30.665897 2021-05-07 13:57:27.418: INFO @log_profile : T read data: 0.385191 2021-05-07 13:57:27.418: INFO @log_profile : T hooks: 3.134007 2021-05-07 13:57:27.418: INFO @main_loop : Epoch 39 done 2021-05-07 13:57:27.418: INFO @main_loop : Training epoch 40 2021-05-07 13:57:58.208: INFO @log_variables: train loss nanmean: 3.458407 2021-05-07 13:57:58.209: INFO @log_variables: train age_loss mean: 3.965044 2021-05-07 13:57:58.210: INFO @log_variables: train gender_loss mean: 0.496421 2021-05-07 13:57:58.210: INFO @log_variables: train age_mae mean: 13.862644 2021-05-07 13:57:58.210: INFO @log_variables: train gender_accuracy mean: 0.754268 2021-05-07 13:57:58.210: INFO @log_variables: train gender_confidence/loss nanmean: 0.076662 2021-05-07 13:57:58.210: INFO @log_variables: train gender_confidence/accuracy mean: 0.689381 2021-05-07 13:57:58.210: INFO @log_variables: train age_confidence/loss mean: 0.041745 2021-05-07 13:57:58.210: INFO @log_variables: train age_confidence/accuracy mean: 0.794199 2021-05-07 13:57:58.210: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 13:57:58.213: INFO @metrics_hook: train age_mae: 13.863 +-0.180 (13824) 2021-05-07 13:57:58.215: INFO @metrics_hook: train gender_accuracy: 0.754 +-0.007 (13824) 2021-05-07 13:58:00.813: INFO @decay_lr : LR updated to `0.00024549593` 2021-05-07 13:58:00.814: INFO @log_profile : T train: 29.757233 2021-05-07 13:58:00.814: INFO @log_profile : T read data: 0.393503 2021-05-07 13:58:00.814: INFO @log_profile : T hooks: 3.179605 2021-05-07 13:58:00.814: INFO @main_loop : Epoch 40 done 2021-05-07 13:58:00.814: INFO @main_loop : Training epoch 41 2021-05-07 13:58:32.676: INFO @log_variables: train loss nanmean: 3.452962 2021-05-07 13:58:32.676: INFO @log_variables: train age_loss mean: 3.944799 2021-05-07 13:58:32.676: INFO @log_variables: train gender_loss mean: 0.496946 2021-05-07 13:58:32.676: INFO @log_variables: train age_mae mean: 13.910859 2021-05-07 13:58:32.676: INFO @log_variables: train gender_accuracy mean: 0.753617 2021-05-07 13:58:32.676: INFO @log_variables: train gender_confidence/loss nanmean: 0.077127 2021-05-07 13:58:32.676: INFO @log_variables: train gender_confidence/accuracy mean: 0.689525 2021-05-07 13:58:32.676: INFO @log_variables: train age_confidence/loss mean: 0.041320 2021-05-07 13:58:32.676: INFO @log_variables: train age_confidence/accuracy mean: 0.795428 2021-05-07 13:58:32.676: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 13:58:32.678: INFO @metrics_hook: train age_mae: 13.911 +-0.179 (13824) 2021-05-07 13:58:32.679: INFO @metrics_hook: train gender_accuracy: 0.754 +-0.007 (13824) 2021-05-07 13:58:35.250: INFO @decay_lr : LR updated to `0.00024426845` 2021-05-07 13:58:35.251: INFO @log_profile : T train: 30.862668 2021-05-07 13:58:35.251: INFO @log_profile : T read data: 0.381823 2021-05-07 13:58:35.251: INFO @log_profile : T hooks: 3.130525 2021-05-07 13:58:35.252: INFO @main_loop : Epoch 41 done 2021-05-07 13:58:35.252: INFO @main_loop : Training epoch 42 2021-05-07 13:59:07.154: INFO @log_variables: train loss nanmean: 3.457753 2021-05-07 13:59:07.154: INFO @log_variables: train age_loss mean: 3.952588 2021-05-07 13:59:07.154: INFO @log_variables: train gender_loss mean: 0.500529 2021-05-07 13:59:07.154: INFO @log_variables: train age_mae mean: 13.772194 2021-05-07 13:59:07.154: INFO @log_variables: train gender_accuracy mean: 0.746795 2021-05-07 13:59:07.154: INFO @log_variables: train gender_confidence/loss nanmean: 0.076400 2021-05-07 13:59:07.154: INFO @log_variables: train gender_confidence/accuracy mean: 0.686970 2021-05-07 13:59:07.154: INFO @log_variables: train age_confidence/loss mean: 0.042293 2021-05-07 13:59:07.154: INFO @log_variables: train age_confidence/accuracy mean: 0.789889 2021-05-07 13:59:07.154: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 13:59:07.156: INFO @metrics_hook: train age_mae: 13.772 +-0.179 (13807) 2021-05-07 13:59:07.157: INFO @metrics_hook: train gender_accuracy: 0.747 +-0.007 (13807) 2021-05-07 13:59:09.692: INFO @decay_lr : LR updated to `0.0002430471` 2021-05-07 13:59:09.695: INFO @log_profile : T train: 30.734937 2021-05-07 13:59:09.695: INFO @log_profile : T read data: 0.522980 2021-05-07 13:59:09.696: INFO @log_profile : T hooks: 3.121149 2021-05-07 13:59:09.697: INFO @main_loop : Epoch 42 done 2021-05-07 13:59:09.697: INFO @main_loop : Training epoch 43 2021-05-07 13:59:40.196: INFO @log_variables: train loss nanmean: 3.455963 2021-05-07 13:59:40.196: INFO @log_variables: train age_loss mean: 3.941813 2021-05-07 13:59:40.196: INFO @log_variables: train gender_loss mean: 0.489980 2021-05-07 13:59:40.196: INFO @log_variables: train age_mae mean: 13.806977 2021-05-07 13:59:40.196: INFO @log_variables: train gender_accuracy mean: 0.757668 2021-05-07 13:59:40.196: INFO @log_variables: train gender_confidence/loss nanmean: 0.076969 2021-05-07 13:59:40.197: INFO @log_variables: train gender_confidence/accuracy mean: 0.699797 2021-05-07 13:59:40.197: INFO @log_variables: train age_confidence/loss mean: 0.041047 2021-05-07 13:59:40.197: INFO @log_variables: train age_confidence/accuracy mean: 0.796441 2021-05-07 13:59:40.197: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 13:59:40.199: INFO @metrics_hook: train age_mae: 13.807 +-0.176 (13824) 2021-05-07 13:59:40.203: INFO @metrics_hook: train gender_accuracy: 0.758 +-0.007 (13824) 2021-05-07 13:59:42.754: INFO @decay_lr : LR updated to `0.00024183188` 2021-05-07 13:59:42.755: INFO @log_profile : T train: 29.490789 2021-05-07 13:59:42.755: INFO @log_profile : T read data: 0.380991 2021-05-07 13:59:42.755: INFO @log_profile : T hooks: 3.126133 2021-05-07 13:59:42.755: INFO @main_loop : Epoch 43 done 2021-05-07 13:59:42.755: INFO @main_loop : Training epoch 44 2021-05-07 14:00:14.877: INFO @log_variables: train loss nanmean: 3.408983 2021-05-07 14:00:14.877: INFO @log_variables: train age_loss mean: 3.941941 2021-05-07 14:00:14.877: INFO @log_variables: train gender_loss mean: 0.482615 2021-05-07 14:00:14.877: INFO @log_variables: train age_mae mean: 13.832801 2021-05-07 14:00:14.877: INFO @log_variables: train gender_accuracy mean: 0.764540 2021-05-07 14:00:14.877: INFO @log_variables: train gender_confidence/loss nanmean: 0.076783 2021-05-07 14:00:14.877: INFO @log_variables: train gender_confidence/accuracy mean: 0.698495 2021-05-07 14:00:14.877: INFO @log_variables: train age_confidence/loss mean: 0.040800 2021-05-07 14:00:14.877: INFO @log_variables: train age_confidence/accuracy mean: 0.799262 2021-05-07 14:00:14.877: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 14:00:14.881: INFO @metrics_hook: train age_mae: 13.833 +-0.174 (13824) 2021-05-07 14:00:14.885: INFO @metrics_hook: train gender_accuracy: 0.765 +-0.007 (13824) 2021-05-07 14:00:17.472: INFO @decay_lr : LR updated to `0.00024062271` 2021-05-07 14:00:17.478: INFO @log_profile : T train: 31.086466 2021-05-07 14:00:17.478: INFO @log_profile : T read data: 0.384664 2021-05-07 14:00:17.478: INFO @log_profile : T hooks: 3.188360 2021-05-07 14:00:17.478: INFO @main_loop : Epoch 44 done 2021-05-07 14:00:17.478: INFO @main_loop : Training epoch 45 2021-05-07 14:00:47.990: INFO @log_variables: train loss nanmean: 3.435715 2021-05-07 14:00:47.990: INFO @log_variables: train age_loss mean: 3.936699 2021-05-07 14:00:47.990: INFO @log_variables: train gender_loss mean: 0.495035 2021-05-07 14:00:47.990: INFO @log_variables: train age_mae mean: 13.804809 2021-05-07 14:00:47.990: INFO @log_variables: train gender_accuracy mean: 0.754092 2021-05-07 14:00:47.991: INFO @log_variables: train gender_confidence/loss nanmean: 0.076602 2021-05-07 14:00:47.991: INFO @log_variables: train gender_confidence/accuracy mean: 0.685209 2021-05-07 14:00:47.991: INFO @log_variables: train age_confidence/loss mean: 0.041172 2021-05-07 14:00:47.991: INFO @log_variables: train age_confidence/accuracy mean: 0.797841 2021-05-07 14:00:47.991: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 14:00:47.998: INFO @metrics_hook: train age_mae: 13.805 +-0.176 (13806) 2021-05-07 14:00:48.001: INFO @metrics_hook: train gender_accuracy: 0.754 +-0.007 (13806) 2021-05-07 14:00:50.538: INFO @decay_lr : LR updated to `0.0002394196` 2021-05-07 14:00:50.540: INFO @log_profile : T train: 29.364086 2021-05-07 14:00:50.540: INFO @log_profile : T read data: 0.506937 2021-05-07 14:00:50.540: INFO @log_profile : T hooks: 3.127929 2021-05-07 14:00:50.540: INFO @main_loop : Epoch 45 done 2021-05-07 14:00:50.540: INFO @main_loop : Training epoch 46 2021-05-07 14:01:22.326: INFO @log_variables: train loss nanmean: 3.431857 2021-05-07 14:01:22.326: INFO @log_variables: train age_loss mean: 3.933444 2021-05-07 14:01:22.327: INFO @log_variables: train gender_loss mean: 0.483284 2021-05-07 14:01:22.327: INFO @log_variables: train age_mae mean: 13.671761 2021-05-07 14:01:22.327: INFO @log_variables: train gender_accuracy mean: 0.758970 2021-05-07 14:01:22.327: INFO @log_variables: train gender_confidence/loss nanmean: 0.076136 2021-05-07 14:01:22.327: INFO @log_variables: train gender_confidence/accuracy mean: 0.690032 2021-05-07 14:01:22.327: INFO @log_variables: train age_confidence/loss mean: 0.042213 2021-05-07 14:01:22.327: INFO @log_variables: train age_confidence/accuracy mean: 0.791305 2021-05-07 14:01:22.327: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 14:01:22.330: INFO @metrics_hook: train age_mae: 13.672 +-0.176 (13824) 2021-05-07 14:01:22.332: INFO @metrics_hook: train gender_accuracy: 0.759 +-0.007 (13824) 2021-05-07 14:01:25.559: INFO @decay_lr : LR updated to `0.0002382225` 2021-05-07 14:01:25.561: INFO @log_profile : T train: 30.775801 2021-05-07 14:01:25.561: INFO @log_profile : T read data: 0.370560 2021-05-07 14:01:25.561: INFO @log_profile : T hooks: 3.811641 2021-05-07 14:01:25.561: INFO @main_loop : Epoch 46 done 2021-05-07 14:01:25.561: INFO @main_loop : Training epoch 47 2021-05-07 14:01:56.986: INFO @log_variables: train loss nanmean: 3.418163 2021-05-07 14:01:56.987: INFO @log_variables: train age_loss mean: 3.914850 2021-05-07 14:01:56.987: INFO @log_variables: train gender_loss mean: 0.483416 2021-05-07 14:01:56.987: INFO @log_variables: train age_mae mean: 13.605333 2021-05-07 14:01:56.987: INFO @log_variables: train gender_accuracy mean: 0.766059 2021-05-07 14:01:56.987: INFO @log_variables: train gender_confidence/loss nanmean: 0.076921 2021-05-07 14:01:56.987: INFO @log_variables: train gender_confidence/accuracy mean: 0.691840 2021-05-07 14:01:56.987: INFO @log_variables: train age_confidence/loss mean: 0.041618 2021-05-07 14:01:56.987: INFO @log_variables: train age_confidence/accuracy mean: 0.792896 2021-05-07 14:01:56.988: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 14:01:56.990: INFO @metrics_hook: train age_mae: 13.605 +-0.175 (13824) 2021-05-07 14:01:56.992: INFO @metrics_hook: train gender_accuracy: 0.766 +-0.007 (13824) 2021-05-07 14:01:59.506: INFO @decay_lr : LR updated to `0.00023703139` 2021-05-07 14:01:59.507: INFO @log_profile : T train: 30.401307 2021-05-07 14:01:59.507: INFO @log_profile : T read data: 0.383312 2021-05-07 14:01:59.507: INFO @log_profile : T hooks: 3.097067 2021-05-07 14:01:59.507: INFO @main_loop : Epoch 47 done 2021-05-07 14:01:59.508: INFO @main_loop : Training epoch 48 2021-05-07 14:02:30.339: INFO @log_variables: train loss nanmean: 3.407192 2021-05-07 14:02:30.340: INFO @log_variables: train age_loss mean: 3.907377 2021-05-07 14:02:30.340: INFO @log_variables: train gender_loss mean: 0.467468 2021-05-07 14:02:30.340: INFO @log_variables: train age_mae mean: 13.550042 2021-05-07 14:02:30.340: INFO @log_variables: train gender_accuracy mean: 0.776418 2021-05-07 14:02:30.340: INFO @log_variables: train gender_confidence/loss nanmean: 0.077063 2021-05-07 14:02:30.340: INFO @log_variables: train gender_confidence/accuracy mean: 0.705367 2021-05-07 14:02:30.340: INFO @log_variables: train age_confidence/loss mean: 0.041309 2021-05-07 14:02:30.340: INFO @log_variables: train age_confidence/accuracy mean: 0.797277 2021-05-07 14:02:30.340: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 14:02:30.343: INFO @metrics_hook: train age_mae: 13.550 +-0.172 (13807) 2021-05-07 14:02:30.345: INFO @metrics_hook: train gender_accuracy: 0.776 +-0.007 (13807) 2021-05-07 14:02:32.870: INFO @decay_lr : LR updated to `0.00023584624` 2021-05-07 14:02:32.872: INFO @log_profile : T train: 29.663103 2021-05-07 14:02:32.872: INFO @log_profile : T read data: 0.518179 2021-05-07 14:02:32.872: INFO @log_profile : T hooks: 3.118546 2021-05-07 14:02:32.872: INFO @main_loop : Epoch 48 done 2021-05-07 14:02:32.872: INFO @main_loop : Training epoch 49 2021-05-07 14:03:04.537: INFO @log_variables: train loss nanmean: 3.361590 2021-05-07 14:03:04.539: INFO @log_variables: train age_loss mean: 3.908382 2021-05-07 14:03:04.540: INFO @log_variables: train gender_loss mean: 0.470881 2021-05-07 14:03:04.541: INFO @log_variables: train age_mae mean: 13.409589 2021-05-07 14:03:04.541: INFO @log_variables: train gender_accuracy mean: 0.770978 2021-05-07 14:03:04.541: INFO @log_variables: train gender_confidence/loss nanmean: 0.076484 2021-05-07 14:03:04.541: INFO @log_variables: train gender_confidence/accuracy mean: 0.700955 2021-05-07 14:03:04.541: INFO @log_variables: train age_confidence/loss mean: 0.042566 2021-05-07 14:03:04.541: INFO @log_variables: train age_confidence/accuracy mean: 0.785229 2021-05-07 14:03:04.541: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 14:03:04.544: INFO @metrics_hook: train age_mae: 13.410 +-0.173 (13824) 2021-05-07 14:03:04.546: INFO @metrics_hook: train gender_accuracy: 0.771 +-0.007 (13824) 2021-05-07 14:03:07.192: INFO @decay_lr : LR updated to `0.00023466701` 2021-05-07 14:03:07.193: INFO @log_profile : T train: 30.642463 2021-05-07 14:03:07.193: INFO @log_profile : T read data: 0.380514 2021-05-07 14:03:07.193: INFO @log_profile : T hooks: 3.237400 2021-05-07 14:03:07.193: INFO @main_loop : Epoch 49 done 2021-05-07 14:03:07.193: INFO @main_loop : Training epoch 50 2021-05-07 14:03:37.950: INFO @log_variables: train loss nanmean: 3.356894 2021-05-07 14:03:37.950: INFO @log_variables: train age_loss mean: 3.905977 2021-05-07 14:03:37.950: INFO @log_variables: train gender_loss mean: 0.471717 2021-05-07 14:03:37.950: INFO @log_variables: train age_mae mean: 13.411181 2021-05-07 14:03:37.950: INFO @log_variables: train gender_accuracy mean: 0.771195 2021-05-07 14:03:37.950: INFO @log_variables: train gender_confidence/loss nanmean: 0.076484 2021-05-07 14:03:37.950: INFO @log_variables: train gender_confidence/accuracy mean: 0.696470 2021-05-07 14:03:37.951: INFO @log_variables: train age_confidence/loss mean: 0.042577 2021-05-07 14:03:37.951: INFO @log_variables: train age_confidence/accuracy mean: 0.787109 2021-05-07 14:03:37.951: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 14:03:37.953: INFO @metrics_hook: train age_mae: 13.411 +-0.175 (13824) 2021-05-07 14:03:37.955: INFO @metrics_hook: train gender_accuracy: 0.771 +-0.007 (13824) 2021-05-07 14:03:40.543: INFO @decay_lr : LR updated to `0.00023349367` 2021-05-07 14:03:40.545: INFO @log_profile : T train: 29.739038 2021-05-07 14:03:40.545: INFO @log_profile : T read data: 0.376540 2021-05-07 14:03:40.545: INFO @log_profile : T hooks: 3.171958 2021-05-07 14:03:40.545: INFO @main_loop : Epoch 50 done 2021-05-07 14:03:40.545: INFO @main_loop : Training epoch 51 2021-05-07 14:04:12.654: INFO @log_variables: train loss nanmean: 3.379318 2021-05-07 14:04:12.654: INFO @log_variables: train age_loss mean: 3.912589 2021-05-07 14:04:12.654: INFO @log_variables: train gender_loss mean: 0.468460 2021-05-07 14:04:12.654: INFO @log_variables: train age_mae mean: 13.326190 2021-05-07 14:04:12.654: INFO @log_variables: train gender_accuracy mean: 0.775391 2021-05-07 14:04:12.654: INFO @log_variables: train gender_confidence/loss nanmean: 0.077199 2021-05-07 14:04:12.654: INFO @log_variables: train gender_confidence/accuracy mean: 0.693070 2021-05-07 14:04:12.654: INFO @log_variables: train age_confidence/loss mean: 0.042463 2021-05-07 14:04:12.655: INFO @log_variables: train age_confidence/accuracy mean: 0.785518 2021-05-07 14:04:12.655: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 14:04:12.657: INFO @metrics_hook: train age_mae: 13.326 +-0.171 (13824) 2021-05-07 14:04:12.658: INFO @metrics_hook: train gender_accuracy: 0.775 +-0.007 (13824) 2021-05-07 14:04:15.256: INFO @decay_lr : LR updated to `0.0002323262` 2021-05-07 14:04:15.258: INFO @log_profile : T train: 31.064046 2021-05-07 14:04:15.258: INFO @log_profile : T read data: 0.375081 2021-05-07 14:04:15.258: INFO @log_profile : T hooks: 3.212527 2021-05-07 14:04:15.258: INFO @main_loop : Epoch 51 done 2021-05-07 14:04:15.258: INFO @main_loop : Training epoch 52 2021-05-07 14:04:47.051: INFO @log_variables: train loss nanmean: 3.440930 2021-05-07 14:04:47.052: INFO @log_variables: train age_loss mean: 3.908823 2021-05-07 14:04:47.052: INFO @log_variables: train gender_loss mean: 0.476977 2021-05-07 14:04:47.052: INFO @log_variables: train age_mae mean: 13.484915 2021-05-07 14:04:47.052: INFO @log_variables: train gender_accuracy mean: 0.765119 2021-05-07 14:04:47.052: INFO @log_variables: train gender_confidence/loss nanmean: 0.075896 2021-05-07 14:04:47.052: INFO @log_variables: train gender_confidence/accuracy mean: 0.701890 2021-05-07 14:04:47.052: INFO @log_variables: train age_confidence/loss mean: 0.042295 2021-05-07 14:04:47.052: INFO @log_variables: train age_confidence/accuracy mean: 0.786340 2021-05-07 14:04:47.053: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 14:04:47.055: INFO @metrics_hook: train age_mae: 13.485 +-0.173 (13807) 2021-05-07 14:04:47.056: INFO @metrics_hook: train gender_accuracy: 0.765 +-0.007 (13807) 2021-05-07 14:04:49.644: INFO @decay_lr : LR updated to `0.00023116457` 2021-05-07 14:04:49.645: INFO @log_profile : T train: 30.616578 2021-05-07 14:04:49.645: INFO @log_profile : T read data: 0.537948 2021-05-07 14:04:49.646: INFO @log_profile : T hooks: 3.168283 2021-05-07 14:04:49.646: INFO @main_loop : Epoch 52 done 2021-05-07 14:04:49.646: INFO @main_loop : Training epoch 53 2021-05-07 14:05:21.316: INFO @log_variables: train loss nanmean: 3.310076 2021-05-07 14:05:21.316: INFO @log_variables: train age_loss mean: 3.888339 2021-05-07 14:05:21.316: INFO @log_variables: train gender_loss mean: 0.465997 2021-05-07 14:05:21.316: INFO @log_variables: train age_mae mean: 13.393672 2021-05-07 14:05:21.316: INFO @log_variables: train gender_accuracy mean: 0.779007 2021-05-07 14:05:21.316: INFO @log_variables: train gender_confidence/loss nanmean: 0.077405 2021-05-07 14:05:21.316: INFO @log_variables: train gender_confidence/accuracy mean: 0.701678 2021-05-07 14:05:21.316: INFO @log_variables: train age_confidence/loss mean: 0.042412 2021-05-07 14:05:21.316: INFO @log_variables: train age_confidence/accuracy mean: 0.784144 2021-05-07 14:05:21.316: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 14:05:21.318: INFO @metrics_hook: train age_mae: 13.394 +-0.172 (13824) 2021-05-07 14:05:21.319: INFO @metrics_hook: train gender_accuracy: 0.779 +-0.007 (13824) 2021-05-07 14:05:23.932: INFO @decay_lr : LR updated to `0.00023000874` 2021-05-07 14:05:23.934: INFO @log_profile : T train: 30.635003 2021-05-07 14:05:23.934: INFO @log_profile : T read data: 0.383392 2021-05-07 14:05:23.934: INFO @log_profile : T hooks: 3.205324 2021-05-07 14:05:23.934: INFO @main_loop : Epoch 53 done 2021-05-07 14:05:23.934: INFO @main_loop : Training epoch 54 2021-05-07 14:05:55.906: INFO @log_variables: train loss nanmean: 3.393413 2021-05-07 14:05:55.906: INFO @log_variables: train age_loss mean: 3.892716 2021-05-07 14:05:55.906: INFO @log_variables: train gender_loss mean: 0.473425 2021-05-07 14:05:55.907: INFO @log_variables: train age_mae mean: 13.385833 2021-05-07 14:05:55.907: INFO @log_variables: train gender_accuracy mean: 0.771701 2021-05-07 14:05:55.907: INFO @log_variables: train gender_confidence/loss nanmean: 0.076559 2021-05-07 14:05:55.907: INFO @log_variables: train gender_confidence/accuracy mean: 0.696470 2021-05-07 14:05:55.907: INFO @log_variables: train age_confidence/loss mean: 0.042087 2021-05-07 14:05:55.907: INFO @log_variables: train age_confidence/accuracy mean: 0.787616 2021-05-07 14:05:55.907: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 14:05:55.908: INFO @metrics_hook: train age_mae: 13.386 +-0.173 (13824) 2021-05-07 14:05:55.909: INFO @metrics_hook: train gender_accuracy: 0.772 +-0.007 (13824) 2021-05-07 14:05:58.443: INFO @decay_lr : LR updated to `0.0002288587` 2021-05-07 14:05:58.445: INFO @log_profile : T train: 30.932307 2021-05-07 14:05:58.445: INFO @log_profile : T read data: 0.377013 2021-05-07 14:05:58.445: INFO @log_profile : T hooks: 3.138541 2021-05-07 14:05:58.445: INFO @main_loop : Epoch 54 done 2021-05-07 14:05:58.445: INFO @main_loop : Training epoch 55 2021-05-07 14:06:30.261: INFO @log_variables: train loss nanmean: 3.347143 2021-05-07 14:06:30.261: INFO @log_variables: train age_loss mean: 3.884017 2021-05-07 14:06:30.261: INFO @log_variables: train gender_loss mean: 0.457177 2021-05-07 14:06:30.261: INFO @log_variables: train age_mae mean: 13.199231 2021-05-07 14:06:30.261: INFO @log_variables: train gender_accuracy mean: 0.778084 2021-05-07 14:06:30.261: INFO @log_variables: train gender_confidence/loss nanmean: 0.075334 2021-05-07 14:06:30.261: INFO @log_variables: train gender_confidence/accuracy mean: 0.711089 2021-05-07 14:06:30.261: INFO @log_variables: train age_confidence/loss mean: 0.043095 2021-05-07 14:06:30.261: INFO @log_variables: train age_confidence/accuracy mean: 0.774752 2021-05-07 14:06:30.261: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 14:06:30.263: INFO @metrics_hook: train age_mae: 13.199 +-0.173 (13807) 2021-05-07 14:06:30.264: INFO @metrics_hook: train gender_accuracy: 0.778 +-0.007 (13807) 2021-05-07 14:06:32.811: INFO @decay_lr : LR updated to `0.00022771441` 2021-05-07 14:06:32.812: INFO @log_profile : T train: 30.647430 2021-05-07 14:06:32.812: INFO @log_profile : T read data: 0.527593 2021-05-07 14:06:32.813: INFO @log_profile : T hooks: 3.130150 2021-05-07 14:06:32.813: INFO @main_loop : Epoch 55 done 2021-05-07 14:06:32.813: INFO @main_loop : Training epoch 56 2021-05-07 14:07:04.570: INFO @log_variables: train loss nanmean: 3.406448 2021-05-07 14:07:04.571: INFO @log_variables: train age_loss mean: 3.901874 2021-05-07 14:07:04.571: INFO @log_variables: train gender_loss mean: 0.461848 2021-05-07 14:07:04.571: INFO @log_variables: train age_mae mean: 13.424117 2021-05-07 14:07:04.571: INFO @log_variables: train gender_accuracy mean: 0.781612 2021-05-07 14:07:04.571: INFO @log_variables: train gender_confidence/loss nanmean: 0.076788 2021-05-07 14:07:04.572: INFO @log_variables: train gender_confidence/accuracy mean: 0.702980 2021-05-07 14:07:04.572: INFO @log_variables: train age_confidence/loss mean: 0.042396 2021-05-07 14:07:04.572: INFO @log_variables: train age_confidence/accuracy mean: 0.787399 2021-05-07 14:07:04.572: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 14:07:04.574: INFO @metrics_hook: train age_mae: 13.424 +-0.174 (13824) 2021-05-07 14:07:04.577: INFO @metrics_hook: train gender_accuracy: 0.782 +-0.007 (13824) 2021-05-07 14:07:07.087: INFO @decay_lr : LR updated to `0.00022657584` 2021-05-07 14:07:07.088: INFO @log_profile : T train: 30.717534 2021-05-07 14:07:07.088: INFO @log_profile : T read data: 0.391595 2021-05-07 14:07:07.088: INFO @log_profile : T hooks: 3.101045 2021-05-07 14:07:07.088: INFO @main_loop : Epoch 56 done 2021-05-07 14:07:07.088: INFO @main_loop : Training epoch 57 2021-05-07 14:07:38.857: INFO @log_variables: train loss nanmean: 3.369176 2021-05-07 14:07:38.857: INFO @log_variables: train age_loss mean: 3.889552 2021-05-07 14:07:38.857: INFO @log_variables: train gender_loss mean: 0.453171 2021-05-07 14:07:38.858: INFO @log_variables: train age_mae mean: 13.362239 2021-05-07 14:07:38.858: INFO @log_variables: train gender_accuracy mean: 0.783275 2021-05-07 14:07:38.858: INFO @log_variables: train gender_confidence/loss nanmean: 0.076241 2021-05-07 14:07:38.858: INFO @log_variables: train gender_confidence/accuracy mean: 0.699725 2021-05-07 14:07:38.858: INFO @log_variables: train age_confidence/loss mean: 0.042497 2021-05-07 14:07:38.858: INFO @log_variables: train age_confidence/accuracy mean: 0.785807 2021-05-07 14:07:38.858: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 14:07:38.860: INFO @metrics_hook: train age_mae: 13.362 +-0.174 (13824) 2021-05-07 14:07:38.862: INFO @metrics_hook: train gender_accuracy: 0.783 +-0.007 (13824) 2021-05-07 14:07:41.435: INFO @decay_lr : LR updated to `0.00022544296` 2021-05-07 14:07:41.436: INFO @log_profile : T train: 30.741593 2021-05-07 14:07:41.436: INFO @log_profile : T read data: 0.370167 2021-05-07 14:07:41.436: INFO @log_profile : T hooks: 3.171124 2021-05-07 14:07:41.436: INFO @main_loop : Epoch 57 done 2021-05-07 14:07:41.436: INFO @main_loop : Training epoch 58 2021-05-07 14:08:13.286: INFO @log_variables: train loss nanmean: 3.348282 2021-05-07 14:08:13.287: INFO @log_variables: train age_loss mean: 3.890926 2021-05-07 14:08:13.287: INFO @log_variables: train gender_loss mean: 0.463323 2021-05-07 14:08:13.287: INFO @log_variables: train age_mae mean: 13.209350 2021-05-07 14:08:13.287: INFO @log_variables: train gender_accuracy mean: 0.778935 2021-05-07 14:08:13.287: INFO @log_variables: train gender_confidence/loss nanmean: 0.076935 2021-05-07 14:08:13.287: INFO @log_variables: train gender_confidence/accuracy mean: 0.695168 2021-05-07 14:08:13.287: INFO @log_variables: train age_confidence/loss mean: 0.042477 2021-05-07 14:08:13.288: INFO @log_variables: train age_confidence/accuracy mean: 0.785301 2021-05-07 14:08:13.288: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 14:08:13.290: INFO @metrics_hook: train age_mae: 13.209 +-0.170 (13824) 2021-05-07 14:08:13.294: INFO @metrics_hook: train gender_accuracy: 0.779 +-0.007 (13824) 2021-05-07 14:08:15.844: INFO @decay_lr : LR updated to `0.00022431574` 2021-05-07 14:08:15.846: INFO @log_profile : T train: 30.816705 2021-05-07 14:08:15.846: INFO @log_profile : T read data: 0.371193 2021-05-07 14:08:15.846: INFO @log_profile : T hooks: 3.159399 2021-05-07 14:08:15.846: INFO @main_loop : Epoch 58 done 2021-05-07 14:08:15.846: INFO @main_loop : Training epoch 59 2021-05-07 14:08:48.049: INFO @log_variables: train loss nanmean: 3.377546 2021-05-07 14:08:48.049: INFO @log_variables: train age_loss mean: 3.878004 2021-05-07 14:08:48.049: INFO @log_variables: train gender_loss mean: 0.452166 2021-05-07 14:08:48.049: INFO @log_variables: train age_mae mean: 13.139531 2021-05-07 14:08:48.049: INFO @log_variables: train gender_accuracy mean: 0.785833 2021-05-07 14:08:48.049: INFO @log_variables: train gender_confidence/loss nanmean: 0.076378 2021-05-07 14:08:48.049: INFO @log_variables: train gender_confidence/accuracy mean: 0.706743 2021-05-07 14:08:48.050: INFO @log_variables: train age_confidence/loss mean: 0.043581 2021-05-07 14:08:48.050: INFO @log_variables: train age_confidence/accuracy mean: 0.777142 2021-05-07 14:08:48.050: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 14:08:48.052: INFO @metrics_hook: train age_mae: 13.140 +-0.174 (13807) 2021-05-07 14:08:48.056: INFO @metrics_hook: train gender_accuracy: 0.786 +-0.007 (13807) 2021-05-07 14:08:50.545: INFO @decay_lr : LR updated to `0.00022319416` 2021-05-07 14:08:50.546: INFO @log_profile : T train: 31.026758 2021-05-07 14:08:50.547: INFO @log_profile : T read data: 0.523821 2021-05-07 14:08:50.547: INFO @log_profile : T hooks: 3.087277 2021-05-07 14:08:50.547: INFO @main_loop : Epoch 59 done 2021-05-07 14:08:50.547: INFO @main_loop : Training epoch 60 2021-05-07 14:09:21.399: INFO @log_variables: train loss nanmean: 3.361371 2021-05-07 14:09:21.400: INFO @log_variables: train age_loss mean: 3.879307 2021-05-07 14:09:21.400: INFO @log_variables: train gender_loss mean: 0.455604 2021-05-07 14:09:21.400: INFO @log_variables: train age_mae mean: 13.257806 2021-05-07 14:09:21.400: INFO @log_variables: train gender_accuracy mean: 0.781901 2021-05-07 14:09:21.400: INFO @log_variables: train gender_confidence/loss nanmean: 0.076087 2021-05-07 14:09:21.400: INFO @log_variables: train gender_confidence/accuracy mean: 0.709635 2021-05-07 14:09:21.400: INFO @log_variables: train age_confidence/loss mean: 0.042762 2021-05-07 14:09:21.400: INFO @log_variables: train age_confidence/accuracy mean: 0.782263 2021-05-07 14:09:21.400: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 14:09:21.402: INFO @metrics_hook: train age_mae: 13.258 +-0.174 (13824) 2021-05-07 14:09:21.403: INFO @metrics_hook: train gender_accuracy: 0.782 +-0.007 (13824) 2021-05-07 14:09:23.856: INFO @decay_lr : LR updated to `0.00022207819` 2021-05-07 14:09:23.857: INFO @log_profile : T train: 29.854173 2021-05-07 14:09:23.857: INFO @log_profile : T read data: 0.362058 2021-05-07 14:09:23.858: INFO @log_profile : T hooks: 3.030808 2021-05-07 14:09:23.858: INFO @main_loop : Epoch 60 done 2021-05-07 14:09:23.858: INFO @main_loop : Training epoch 61 2021-05-07 14:09:55.606: INFO @log_variables: train loss nanmean: 3.344499 2021-05-07 14:09:55.608: INFO @log_variables: train age_loss mean: 3.869356 2021-05-07 14:09:55.608: INFO @log_variables: train gender_loss mean: 0.450404 2021-05-07 14:09:55.608: INFO @log_variables: train age_mae mean: 13.151983 2021-05-07 14:09:55.608: INFO @log_variables: train gender_accuracy mean: 0.787399 2021-05-07 14:09:55.609: INFO @log_variables: train gender_confidence/loss nanmean: 0.076903 2021-05-07 14:09:55.609: INFO @log_variables: train gender_confidence/accuracy mean: 0.707248 2021-05-07 14:09:55.609: INFO @log_variables: train age_confidence/loss mean: 0.043159 2021-05-07 14:09:55.609: INFO @log_variables: train age_confidence/accuracy mean: 0.777199 2021-05-07 14:09:55.609: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 14:09:55.611: INFO @metrics_hook: train age_mae: 13.152 +-0.171 (13824) 2021-05-07 14:09:55.615: INFO @metrics_hook: train gender_accuracy: 0.787 +-0.007 (13824) 2021-05-07 14:09:58.184: INFO @decay_lr : LR updated to `0.0002209678` 2021-05-07 14:09:58.186: INFO @log_profile : T train: 30.741441 2021-05-07 14:09:58.186: INFO @log_profile : T read data: 0.379721 2021-05-07 14:09:58.186: INFO @log_profile : T hooks: 3.143483 2021-05-07 14:09:58.186: INFO @main_loop : Epoch 61 done 2021-05-07 14:09:58.186: INFO @main_loop : Training epoch 62 2021-05-07 14:10:28.882: INFO @log_variables: train loss nanmean: 3.354308 2021-05-07 14:10:28.884: INFO @log_variables: train age_loss mean: 3.872740 2021-05-07 14:10:28.885: INFO @log_variables: train gender_loss mean: 0.448044 2021-05-07 14:10:28.887: INFO @log_variables: train age_mae mean: 12.985886 2021-05-07 14:10:28.887: INFO @log_variables: train gender_accuracy mean: 0.787789 2021-05-07 14:10:28.887: INFO @log_variables: train gender_confidence/loss nanmean: 0.075933 2021-05-07 14:10:28.887: INFO @log_variables: train gender_confidence/accuracy mean: 0.710364 2021-05-07 14:10:28.887: INFO @log_variables: train age_confidence/loss mean: 0.043369 2021-05-07 14:10:28.887: INFO @log_variables: train age_confidence/accuracy mean: 0.776273 2021-05-07 14:10:28.887: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 14:10:28.888: INFO @metrics_hook: train age_mae: 12.986 +-0.172 (13807) 2021-05-07 14:10:28.890: INFO @metrics_hook: train gender_accuracy: 0.788 +-0.007 (13807) 2021-05-07 14:10:32.475: INFO @decay_lr : LR updated to `0.00021986297` 2021-05-07 14:10:32.476: INFO @log_profile : T train: 29.540956 2021-05-07 14:10:32.476: INFO @log_profile : T read data: 0.507843 2021-05-07 14:10:32.476: INFO @log_profile : T hooks: 4.180078 2021-05-07 14:10:32.476: INFO @main_loop : Epoch 62 done 2021-05-07 14:10:32.476: INFO @main_loop : Training epoch 63 2021-05-07 14:11:04.133: INFO @log_variables: train loss nanmean: 3.335557 2021-05-07 14:11:04.133: INFO @log_variables: train age_loss mean: 3.868137 2021-05-07 14:11:04.133: INFO @log_variables: train gender_loss mean: 0.447771 2021-05-07 14:11:04.134: INFO @log_variables: train age_mae mean: 12.981746 2021-05-07 14:11:04.134: INFO @log_variables: train gender_accuracy mean: 0.786965 2021-05-07 14:11:04.134: INFO @log_variables: train gender_confidence/loss nanmean: 0.075495 2021-05-07 14:11:04.134: INFO @log_variables: train gender_confidence/accuracy mean: 0.708623 2021-05-07 14:11:04.134: INFO @log_variables: train age_confidence/loss mean: 0.043634 2021-05-07 14:11:04.134: INFO @log_variables: train age_confidence/accuracy mean: 0.773365 2021-05-07 14:11:04.134: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 14:11:04.135: INFO @metrics_hook: train age_mae: 12.982 +-0.171 (13824) 2021-05-07 14:11:04.137: INFO @metrics_hook: train gender_accuracy: 0.787 +-0.007 (13824) 2021-05-07 14:11:06.679: INFO @decay_lr : LR updated to `0.00021876366` 2021-05-07 14:11:06.681: INFO @log_profile : T train: 30.663741 2021-05-07 14:11:06.682: INFO @log_profile : T read data: 0.357882 2021-05-07 14:11:06.682: INFO @log_profile : T hooks: 3.121235 2021-05-07 14:11:06.682: INFO @main_loop : Epoch 63 done 2021-05-07 14:11:06.682: INFO @main_loop : Training epoch 64 2021-05-07 14:11:38.645: INFO @log_variables: train loss nanmean: 3.348957 2021-05-07 14:11:38.646: INFO @log_variables: train age_loss mean: 3.866013 2021-05-07 14:11:38.646: INFO @log_variables: train gender_loss mean: 0.438253 2021-05-07 14:11:38.646: INFO @log_variables: train age_mae mean: 13.041570 2021-05-07 14:11:38.646: INFO @log_variables: train gender_accuracy mean: 0.793837 2021-05-07 14:11:38.646: INFO @log_variables: train gender_confidence/loss nanmean: 0.076219 2021-05-07 14:11:38.646: INFO @log_variables: train gender_confidence/accuracy mean: 0.715856 2021-05-07 14:11:38.646: INFO @log_variables: train age_confidence/loss mean: 0.043919 2021-05-07 14:11:38.646: INFO @log_variables: train age_confidence/accuracy mean: 0.772642 2021-05-07 14:11:38.646: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 14:11:38.648: INFO @metrics_hook: train age_mae: 13.042 +-0.172 (13824) 2021-05-07 14:11:38.651: INFO @metrics_hook: train gender_accuracy: 0.794 +-0.007 (13824) 2021-05-07 14:11:41.187: INFO @decay_lr : LR updated to `0.00021766983` 2021-05-07 14:11:41.188: INFO @log_profile : T train: 30.917415 2021-05-07 14:11:41.188: INFO @log_profile : T read data: 0.390849 2021-05-07 14:11:41.188: INFO @log_profile : T hooks: 3.132908 2021-05-07 14:11:41.189: INFO @main_loop : Epoch 64 done 2021-05-07 14:11:41.189: INFO @main_loop : Training epoch 65 2021-05-07 14:12:11.916: INFO @log_variables: train loss nanmean: 3.321229 2021-05-07 14:12:11.917: INFO @log_variables: train age_loss mean: 3.860180 2021-05-07 14:12:11.917: INFO @log_variables: train gender_loss mean: 0.437575 2021-05-07 14:12:11.917: INFO @log_variables: train age_mae mean: 13.063409 2021-05-07 14:12:11.917: INFO @log_variables: train gender_accuracy mean: 0.797598 2021-05-07 14:12:11.917: INFO @log_variables: train gender_confidence/loss nanmean: 0.076137 2021-05-07 14:12:11.918: INFO @log_variables: train gender_confidence/accuracy mean: 0.716652 2021-05-07 14:12:11.918: INFO @log_variables: train age_confidence/loss mean: 0.043014 2021-05-07 14:12:11.918: INFO @log_variables: train age_confidence/accuracy mean: 0.780382 2021-05-07 14:12:11.918: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 14:12:11.920: INFO @metrics_hook: train age_mae: 13.063 +-0.171 (13824) 2021-05-07 14:12:11.922: INFO @metrics_hook: train gender_accuracy: 0.798 +-0.007 (13824) 2021-05-07 14:12:14.471: INFO @decay_lr : LR updated to `0.00021658148` 2021-05-07 14:12:14.472: INFO @log_profile : T train: 29.698771 2021-05-07 14:12:14.472: INFO @log_profile : T read data: 0.377930 2021-05-07 14:12:14.472: INFO @log_profile : T hooks: 3.143017 2021-05-07 14:12:14.472: INFO @main_loop : Epoch 65 done 2021-05-07 14:12:14.472: INFO @main_loop : Training epoch 66 2021-05-07 14:12:46.292: INFO @log_variables: train loss nanmean: 3.368050 2021-05-07 14:12:46.293: INFO @log_variables: train age_loss mean: 3.866986 2021-05-07 14:12:46.293: INFO @log_variables: train gender_loss mean: 0.446642 2021-05-07 14:12:46.293: INFO @log_variables: train age_mae mean: 12.938575 2021-05-07 14:12:46.293: INFO @log_variables: train gender_accuracy mean: 0.787572 2021-05-07 14:12:46.294: INFO @log_variables: train gender_confidence/loss nanmean: 0.075747 2021-05-07 14:12:46.294: INFO @log_variables: train gender_confidence/accuracy mean: 0.711668 2021-05-07 14:12:46.294: INFO @log_variables: train age_confidence/loss mean: 0.043842 2021-05-07 14:12:46.294: INFO @log_variables: train age_confidence/accuracy mean: 0.772145 2021-05-07 14:12:46.294: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 14:12:46.295: INFO @metrics_hook: train age_mae: 12.939 +-0.171 (13807) 2021-05-07 14:12:46.298: INFO @metrics_hook: train gender_accuracy: 0.788 +-0.007 (13807) 2021-05-07 14:12:48.910: INFO @decay_lr : LR updated to `0.00021549857` 2021-05-07 14:12:48.912: INFO @log_profile : T train: 30.696073 2021-05-07 14:12:48.912: INFO @log_profile : T read data: 0.485141 2021-05-07 14:12:48.912: INFO @log_profile : T hooks: 3.195026 2021-05-07 14:12:48.912: INFO @main_loop : Epoch 66 done 2021-05-07 14:12:48.912: INFO @main_loop : Training epoch 67 2021-05-07 14:13:19.649: INFO @log_variables: train loss nanmean: 3.322913 2021-05-07 14:13:19.650: INFO @log_variables: train age_loss mean: 3.847209 2021-05-07 14:13:19.650: INFO @log_variables: train gender_loss mean: 0.439145 2021-05-07 14:13:19.650: INFO @log_variables: train age_mae mean: 12.823869 2021-05-07 14:13:19.650: INFO @log_variables: train gender_accuracy mean: 0.792028 2021-05-07 14:13:19.650: INFO @log_variables: train gender_confidence/loss nanmean: 0.075835 2021-05-07 14:13:19.650: INFO @log_variables: train gender_confidence/accuracy mean: 0.711733 2021-05-07 14:13:19.650: INFO @log_variables: train age_confidence/loss mean: 0.044277 2021-05-07 14:13:19.650: INFO @log_variables: train age_confidence/accuracy mean: 0.766421 2021-05-07 14:13:19.650: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 14:13:19.652: INFO @metrics_hook: train age_mae: 12.824 +-0.169 (13824) 2021-05-07 14:13:19.654: INFO @metrics_hook: train gender_accuracy: 0.792 +-0.007 (13824) 2021-05-07 14:13:22.239: INFO @decay_lr : LR updated to `0.00021442107` 2021-05-07 14:13:22.241: INFO @log_profile : T train: 29.711324 2021-05-07 14:13:22.241: INFO @log_profile : T read data: 0.376511 2021-05-07 14:13:22.241: INFO @log_profile : T hooks: 3.176725 2021-05-07 14:13:22.241: INFO @main_loop : Epoch 67 done 2021-05-07 14:13:22.241: INFO @main_loop : Training epoch 68 2021-05-07 14:13:54.307: INFO @log_variables: train loss nanmean: 3.317608 2021-05-07 14:13:54.307: INFO @log_variables: train age_loss mean: 3.853748 2021-05-07 14:13:54.307: INFO @log_variables: train gender_loss mean: 0.438057 2021-05-07 14:13:54.307: INFO @log_variables: train age_mae mean: 12.917006 2021-05-07 14:13:54.307: INFO @log_variables: train gender_accuracy mean: 0.792028 2021-05-07 14:13:54.307: INFO @log_variables: train gender_confidence/loss nanmean: 0.075541 2021-05-07 14:13:54.307: INFO @log_variables: train gender_confidence/accuracy mean: 0.709780 2021-05-07 14:13:54.307: INFO @log_variables: train age_confidence/loss mean: 0.043842 2021-05-07 14:13:54.307: INFO @log_variables: train age_confidence/accuracy mean: 0.772569 2021-05-07 14:13:54.307: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 14:13:54.309: INFO @metrics_hook: train age_mae: 12.917 +-0.171 (13824) 2021-05-07 14:13:54.311: INFO @metrics_hook: train gender_accuracy: 0.792 +-0.007 (13824) 2021-05-07 14:13:56.861: INFO @decay_lr : LR updated to `0.00021334896` 2021-05-07 14:13:56.863: INFO @log_profile : T train: 31.030593 2021-05-07 14:13:56.863: INFO @log_profile : T read data: 0.389467 2021-05-07 14:13:56.863: INFO @log_profile : T hooks: 3.137603 2021-05-07 14:13:56.863: INFO @main_loop : Epoch 68 done 2021-05-07 14:13:56.863: INFO @main_loop : Training epoch 69 2021-05-07 14:14:28.217: INFO @log_variables: train loss nanmean: 3.306784 2021-05-07 14:14:28.217: INFO @log_variables: train age_loss mean: 3.860190 2021-05-07 14:14:28.218: INFO @log_variables: train gender_loss mean: 0.435430 2021-05-07 14:14:28.218: INFO @log_variables: train age_mae mean: 12.966380 2021-05-07 14:14:28.218: INFO @log_variables: train gender_accuracy mean: 0.795466 2021-05-07 14:14:28.218: INFO @log_variables: train gender_confidence/loss nanmean: 0.076021 2021-05-07 14:14:28.218: INFO @log_variables: train gender_confidence/accuracy mean: 0.711596 2021-05-07 14:14:28.218: INFO @log_variables: train age_confidence/loss mean: 0.043891 2021-05-07 14:14:28.218: INFO @log_variables: train age_confidence/accuracy mean: 0.771782 2021-05-07 14:14:28.218: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 14:14:28.219: INFO @metrics_hook: train age_mae: 12.966 +-0.172 (13807) 2021-05-07 14:14:28.221: INFO @metrics_hook: train gender_accuracy: 0.795 +-0.007 (13807) 2021-05-07 14:14:30.759: INFO @decay_lr : LR updated to `0.00021228222` 2021-05-07 14:14:30.760: INFO @log_profile : T train: 30.249781 2021-05-07 14:14:30.760: INFO @log_profile : T read data: 0.489849 2021-05-07 14:14:30.760: INFO @log_profile : T hooks: 3.094546 2021-05-07 14:14:30.760: INFO @main_loop : Epoch 69 done 2021-05-07 14:14:30.760: INFO @main_loop : Training epoch 70 2021-05-07 14:15:02.805: INFO @log_variables: train loss nanmean: 3.281047 2021-05-07 14:15:02.805: INFO @log_variables: train age_loss mean: 3.849161 2021-05-07 14:15:02.806: INFO @log_variables: train gender_loss mean: 0.434059 2021-05-07 14:15:02.806: INFO @log_variables: train age_mae mean: 12.804487 2021-05-07 14:15:02.806: INFO @log_variables: train gender_accuracy mean: 0.794560 2021-05-07 14:15:02.806: INFO @log_variables: train gender_confidence/loss nanmean: 0.076089 2021-05-07 14:15:02.806: INFO @log_variables: train gender_confidence/accuracy mean: 0.716363 2021-05-07 14:15:02.807: INFO @log_variables: train age_confidence/loss mean: 0.043501 2021-05-07 14:15:02.807: INFO @log_variables: train age_confidence/accuracy mean: 0.778791 2021-05-07 14:15:02.807: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 14:15:02.810: INFO @metrics_hook: train age_mae: 12.804 +-0.168 (13824) 2021-05-07 14:15:02.815: INFO @metrics_hook: train gender_accuracy: 0.795 +-0.007 (13824) 2021-05-07 14:15:05.469: INFO @decay_lr : LR updated to `0.0002112208` 2021-05-07 14:15:05.470: INFO @log_profile : T train: 31.018885 2021-05-07 14:15:05.470: INFO @log_profile : T read data: 0.382200 2021-05-07 14:15:05.470: INFO @log_profile : T hooks: 3.243860 2021-05-07 14:15:05.470: INFO @main_loop : Epoch 70 done 2021-05-07 14:15:05.471: INFO @main_loop : Training epoch 71 2021-05-07 14:15:37.044: INFO @log_variables: train loss nanmean: 3.323577 2021-05-07 14:15:37.044: INFO @log_variables: train age_loss mean: 3.846593 2021-05-07 14:15:37.044: INFO @log_variables: train gender_loss mean: 0.431303 2021-05-07 14:15:37.044: INFO @log_variables: train age_mae mean: 12.884477 2021-05-07 14:15:37.044: INFO @log_variables: train gender_accuracy mean: 0.798611 2021-05-07 14:15:37.044: INFO @log_variables: train gender_confidence/loss nanmean: 0.076053 2021-05-07 14:15:37.044: INFO @log_variables: train gender_confidence/accuracy mean: 0.716435 2021-05-07 14:15:37.044: INFO @log_variables: train age_confidence/loss mean: 0.043595 2021-05-07 14:15:37.044: INFO @log_variables: train age_confidence/accuracy mean: 0.776331 2021-05-07 14:15:37.044: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 14:15:37.046: INFO @metrics_hook: train age_mae: 12.884 +-0.170 (13824) 2021-05-07 14:15:37.048: INFO @metrics_hook: train gender_accuracy: 0.799 +-0.007 (13824) 2021-05-07 14:15:39.575: INFO @decay_lr : LR updated to `0.0002101647` 2021-05-07 14:15:39.576: INFO @log_profile : T train: 30.562358 2021-05-07 14:15:39.576: INFO @log_profile : T read data: 0.371893 2021-05-07 14:15:39.577: INFO @log_profile : T hooks: 3.110349 2021-05-07 14:15:39.577: INFO @main_loop : Epoch 71 done 2021-05-07 14:15:39.577: INFO @main_loop : Training epoch 72 2021-05-07 14:16:11.537: INFO @log_variables: train loss nanmean: 3.246071 2021-05-07 14:16:11.537: INFO @log_variables: train age_loss mean: 3.839159 2021-05-07 14:16:11.537: INFO @log_variables: train gender_loss mean: 0.429340 2021-05-07 14:16:11.537: INFO @log_variables: train age_mae mean: 12.703242 2021-05-07 14:16:11.537: INFO @log_variables: train gender_accuracy mean: 0.800884 2021-05-07 14:16:11.537: INFO @log_variables: train gender_confidence/loss nanmean: 0.076516 2021-05-07 14:16:11.537: INFO @log_variables: train gender_confidence/accuracy mean: 0.715486 2021-05-07 14:16:11.537: INFO @log_variables: train age_confidence/loss mean: 0.045174 2021-05-07 14:16:11.537: INFO @log_variables: train age_confidence/accuracy mean: 0.756121 2021-05-07 14:16:11.537: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 14:16:11.539: INFO @metrics_hook: train age_mae: 12.703 +-0.169 (13806) 2021-05-07 14:16:11.542: INFO @metrics_hook: train gender_accuracy: 0.801 +-0.007 (13806) 2021-05-07 14:16:14.054: INFO @decay_lr : LR updated to `0.00020911387` 2021-05-07 14:16:14.056: INFO @log_profile : T train: 30.763207 2021-05-07 14:16:14.056: INFO @log_profile : T read data: 0.536668 2021-05-07 14:16:14.056: INFO @log_profile : T hooks: 3.113500 2021-05-07 14:16:14.056: INFO @main_loop : Epoch 72 done 2021-05-07 14:16:14.056: INFO @main_loop : Training epoch 73 2021-05-07 14:16:46.052: INFO @log_variables: train loss nanmean: 3.252905 2021-05-07 14:16:46.052: INFO @log_variables: train age_loss mean: 3.849267 2021-05-07 14:16:46.052: INFO @log_variables: train gender_loss mean: 0.426097 2021-05-07 14:16:46.052: INFO @log_variables: train age_mae mean: 12.753736 2021-05-07 14:16:46.052: INFO @log_variables: train gender_accuracy mean: 0.802011 2021-05-07 14:16:46.052: INFO @log_variables: train gender_confidence/loss nanmean: 0.076120 2021-05-07 14:16:46.052: INFO @log_variables: train gender_confidence/accuracy mean: 0.718750 2021-05-07 14:16:46.053: INFO @log_variables: train age_confidence/loss mean: 0.044649 2021-05-07 14:16:46.053: INFO @log_variables: train age_confidence/accuracy mean: 0.764974 2021-05-07 14:16:46.053: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 14:16:46.055: INFO @metrics_hook: train age_mae: 12.754 +-0.170 (13824) 2021-05-07 14:16:46.061: INFO @metrics_hook: train gender_accuracy: 0.802 +-0.007 (13824) 2021-05-07 14:16:48.590: INFO @decay_lr : LR updated to `0.0002080683` 2021-05-07 14:16:48.591: INFO @log_profile : T train: 30.973222 2021-05-07 14:16:48.591: INFO @log_profile : T read data: 0.374158 2021-05-07 14:16:48.592: INFO @log_profile : T hooks: 3.125412 2021-05-07 14:16:48.592: INFO @main_loop : Epoch 73 done 2021-05-07 14:16:48.592: INFO @main_loop : Training epoch 74 2021-05-07 14:17:20.488: INFO @log_variables: train loss nanmean: 3.269093 2021-05-07 14:17:20.488: INFO @log_variables: train age_loss mean: 3.839720 2021-05-07 14:17:20.488: INFO @log_variables: train gender_loss mean: 0.430939 2021-05-07 14:17:20.488: INFO @log_variables: train age_mae mean: 12.702424 2021-05-07 14:17:20.488: INFO @log_variables: train gender_accuracy mean: 0.795211 2021-05-07 14:17:20.488: INFO @log_variables: train gender_confidence/loss nanmean: 0.075736 2021-05-07 14:17:20.488: INFO @log_variables: train gender_confidence/accuracy mean: 0.716652 2021-05-07 14:17:20.488: INFO @log_variables: train age_confidence/loss mean: 0.044664 2021-05-07 14:17:20.488: INFO @log_variables: train age_confidence/accuracy mean: 0.764106 2021-05-07 14:17:20.488: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 14:17:20.490: INFO @metrics_hook: train age_mae: 12.702 +-0.167 (13824) 2021-05-07 14:17:20.491: INFO @metrics_hook: train gender_accuracy: 0.795 +-0.007 (13824) 2021-05-07 14:17:22.988: INFO @decay_lr : LR updated to `0.00020702796` 2021-05-07 14:17:22.990: INFO @log_profile : T train: 30.874505 2021-05-07 14:17:22.990: INFO @log_profile : T read data: 0.371963 2021-05-07 14:17:22.990: INFO @log_profile : T hooks: 3.086067 2021-05-07 14:17:22.990: INFO @main_loop : Epoch 74 done 2021-05-07 14:17:22.990: INFO @main_loop : Training epoch 75 2021-05-07 14:17:54.978: INFO @log_variables: train loss nanmean: 3.310020 2021-05-07 14:17:54.978: INFO @log_variables: train age_loss mean: 3.825155 2021-05-07 14:17:54.978: INFO @log_variables: train gender_loss mean: 0.427173 2021-05-07 14:17:54.978: INFO @log_variables: train age_mae mean: 12.680249 2021-05-07 14:17:54.978: INFO @log_variables: train gender_accuracy mean: 0.797960 2021-05-07 14:17:54.978: INFO @log_variables: train gender_confidence/loss nanmean: 0.075525 2021-05-07 14:17:54.978: INFO @log_variables: train gender_confidence/accuracy mean: 0.721861 2021-05-07 14:17:54.978: INFO @log_variables: train age_confidence/loss mean: 0.044726 2021-05-07 14:17:54.978: INFO @log_variables: train age_confidence/accuracy mean: 0.765625 2021-05-07 14:17:54.978: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 14:17:54.980: INFO @metrics_hook: train age_mae: 12.680 +-0.171 (13824) 2021-05-07 14:17:54.981: INFO @metrics_hook: train gender_accuracy: 0.798 +-0.007 (13824) 2021-05-07 14:17:57.496: INFO @decay_lr : LR updated to `0.00020599282` 2021-05-07 14:17:57.498: INFO @log_profile : T train: 30.945034 2021-05-07 14:17:57.498: INFO @log_profile : T read data: 0.393640 2021-05-07 14:17:57.498: INFO @log_profile : T hooks: 3.102093 2021-05-07 14:17:57.498: INFO @main_loop : Epoch 75 done 2021-05-07 14:17:57.498: INFO @main_loop : Training epoch 76 2021-05-07 14:18:29.258: INFO @log_variables: train loss nanmean: 3.258995 2021-05-07 14:18:29.258: INFO @log_variables: train age_loss mean: 3.835084 2021-05-07 14:18:29.259: INFO @log_variables: train gender_loss mean: 0.426630 2021-05-07 14:18:29.260: INFO @log_variables: train age_mae mean: 12.755880 2021-05-07 14:18:29.260: INFO @log_variables: train gender_accuracy mean: 0.802419 2021-05-07 14:18:29.260: INFO @log_variables: train gender_confidence/loss nanmean: 0.076577 2021-05-07 14:18:29.260: INFO @log_variables: train gender_confidence/accuracy mean: 0.715362 2021-05-07 14:18:29.260: INFO @log_variables: train age_confidence/loss mean: 0.045204 2021-05-07 14:18:29.260: INFO @log_variables: train age_confidence/accuracy mean: 0.757514 2021-05-07 14:18:29.261: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 14:18:29.265: INFO @metrics_hook: train age_mae: 12.756 +-0.173 (13807) 2021-05-07 14:18:29.266: INFO @metrics_hook: train gender_accuracy: 0.802 +-0.007 (13807) 2021-05-07 14:18:31.744: INFO @decay_lr : LR updated to `0.00020496285` 2021-05-07 14:18:31.745: INFO @log_profile : T train: 30.584205 2021-05-07 14:18:31.745: INFO @log_profile : T read data: 0.525618 2021-05-07 14:18:31.745: INFO @log_profile : T hooks: 3.072821 2021-05-07 14:18:31.745: INFO @main_loop : Epoch 76 done 2021-05-07 14:18:31.745: INFO @main_loop : Training epoch 77 2021-05-07 14:19:03.695: INFO @log_variables: train loss nanmean: 3.268337 2021-05-07 14:19:03.696: INFO @log_variables: train age_loss mean: 3.834705 2021-05-07 14:19:03.696: INFO @log_variables: train gender_loss mean: 0.427458 2021-05-07 14:19:03.696: INFO @log_variables: train age_mae mean: 12.633904 2021-05-07 14:19:03.696: INFO @log_variables: train gender_accuracy mean: 0.799841 2021-05-07 14:19:03.697: INFO @log_variables: train gender_confidence/loss nanmean: 0.075749 2021-05-07 14:19:03.697: INFO @log_variables: train gender_confidence/accuracy mean: 0.716363 2021-05-07 14:19:03.698: INFO @log_variables: train age_confidence/loss mean: 0.044808 2021-05-07 14:19:03.699: INFO @log_variables: train age_confidence/accuracy mean: 0.765046 2021-05-07 14:19:03.699: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 14:19:03.704: INFO @metrics_hook: train age_mae: 12.634 +-0.170 (13824) 2021-05-07 14:19:03.705: INFO @metrics_hook: train gender_accuracy: 0.800 +-0.007 (13824) 2021-05-07 14:19:06.187: INFO @decay_lr : LR updated to `0.00020393803` 2021-05-07 14:19:06.190: INFO @log_profile : T train: 30.937625 2021-05-07 14:19:06.192: INFO @log_profile : T read data: 0.374525 2021-05-07 14:19:06.192: INFO @log_profile : T hooks: 3.067371 2021-05-07 14:19:06.192: INFO @main_loop : Epoch 77 done 2021-05-07 14:19:06.193: INFO @main_loop : Training epoch 78 2021-05-07 14:19:38.327: INFO @log_variables: train loss nanmean: 3.285072 2021-05-07 14:19:38.328: INFO @log_variables: train age_loss mean: 3.830490 2021-05-07 14:19:38.328: INFO @log_variables: train gender_loss mean: 0.422922 2021-05-07 14:19:38.328: INFO @log_variables: train age_mae mean: 12.522478 2021-05-07 14:19:38.328: INFO @log_variables: train gender_accuracy mean: 0.800203 2021-05-07 14:19:38.328: INFO @log_variables: train gender_confidence/loss nanmean: 0.075626 2021-05-07 14:19:38.328: INFO @log_variables: train gender_confidence/accuracy mean: 0.724103 2021-05-07 14:19:38.328: INFO @log_variables: train age_confidence/loss mean: 0.045752 2021-05-07 14:19:38.328: INFO @log_variables: train age_confidence/accuracy mean: 0.755570 2021-05-07 14:19:38.328: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 14:19:38.330: INFO @metrics_hook: train age_mae: 12.522 +-0.169 (13824) 2021-05-07 14:19:38.331: INFO @metrics_hook: train gender_accuracy: 0.800 +-0.007 (13824) 2021-05-07 14:19:40.819: INFO @decay_lr : LR updated to `0.00020291834` 2021-05-07 14:19:40.821: INFO @log_profile : T train: 31.102757 2021-05-07 14:19:40.821: INFO @log_profile : T read data: 0.384320 2021-05-07 14:19:40.821: INFO @log_profile : T hooks: 3.076412 2021-05-07 14:19:40.821: INFO @main_loop : Epoch 78 done 2021-05-07 14:19:40.821: INFO @main_loop : Training epoch 79 2021-05-07 14:20:13.052: INFO @log_variables: train loss nanmean: 3.249232 2021-05-07 14:20:13.052: INFO @log_variables: train age_loss mean: 3.832269 2021-05-07 14:20:13.052: INFO @log_variables: train gender_loss mean: 0.416666 2021-05-07 14:20:13.052: INFO @log_variables: train age_mae mean: 12.538325 2021-05-07 14:20:13.053: INFO @log_variables: train gender_accuracy mean: 0.803940 2021-05-07 14:20:13.053: INFO @log_variables: train gender_confidence/loss nanmean: 0.075195 2021-05-07 14:20:13.053: INFO @log_variables: train gender_confidence/accuracy mean: 0.723546 2021-05-07 14:20:13.053: INFO @log_variables: train age_confidence/loss mean: 0.045260 2021-05-07 14:20:13.053: INFO @log_variables: train age_confidence/accuracy mean: 0.761570 2021-05-07 14:20:13.053: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 14:20:13.056: INFO @metrics_hook: train age_mae: 12.538 +-0.170 (13807) 2021-05-07 14:20:13.058: INFO @metrics_hook: train gender_accuracy: 0.804 +-0.007 (13807) 2021-05-07 14:20:15.560: INFO @decay_lr : LR updated to `0.00020190375` 2021-05-07 14:20:15.561: INFO @log_profile : T train: 31.059281 2021-05-07 14:20:15.561: INFO @log_profile : T read data: 0.532368 2021-05-07 14:20:15.561: INFO @log_profile : T hooks: 3.084660 2021-05-07 14:20:15.561: INFO @main_loop : Epoch 79 done 2021-05-07 14:20:15.561: INFO @main_loop : Training epoch 80 2021-05-07 14:20:47.321: INFO @log_variables: train loss nanmean: 3.227611 2021-05-07 14:20:47.321: INFO @log_variables: train age_loss mean: 3.828615 2021-05-07 14:20:47.321: INFO @log_variables: train gender_loss mean: 0.420767 2021-05-07 14:20:47.321: INFO @log_variables: train age_mae mean: 12.575069 2021-05-07 14:20:47.321: INFO @log_variables: train gender_accuracy mean: 0.805628 2021-05-07 14:20:47.321: INFO @log_variables: train gender_confidence/loss nanmean: 0.075826 2021-05-07 14:20:47.321: INFO @log_variables: train gender_confidence/accuracy mean: 0.713180 2021-05-07 14:20:47.321: INFO @log_variables: train age_confidence/loss mean: 0.045006 2021-05-07 14:20:47.321: INFO @log_variables: train age_confidence/accuracy mean: 0.761646 2021-05-07 14:20:47.321: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 14:20:47.323: INFO @metrics_hook: train age_mae: 12.575 +-0.170 (13824) 2021-05-07 14:20:47.324: INFO @metrics_hook: train gender_accuracy: 0.806 +-0.007 (13824) 2021-05-07 14:20:50.973: INFO @decay_lr : LR updated to `0.00020089422` 2021-05-07 14:20:50.975: INFO @log_profile : T train: 30.757384 2021-05-07 14:20:50.975: INFO @log_profile : T read data: 0.376751 2021-05-07 14:20:50.975: INFO @log_profile : T hooks: 4.217108 2021-05-07 14:20:50.975: INFO @main_loop : Epoch 80 done 2021-05-07 14:20:50.975: INFO @main_loop : Training epoch 81 2021-05-07 14:21:21.700: INFO @log_variables: train loss nanmean: 3.279493 2021-05-07 14:21:21.700: INFO @log_variables: train age_loss mean: 3.826126 2021-05-07 14:21:21.700: INFO @log_variables: train gender_loss mean: 0.417916 2021-05-07 14:21:21.700: INFO @log_variables: train age_mae mean: 12.532625 2021-05-07 14:21:21.701: INFO @log_variables: train gender_accuracy mean: 0.804036 2021-05-07 14:21:21.701: INFO @log_variables: train gender_confidence/loss nanmean: 0.075631 2021-05-07 14:21:21.701: INFO @log_variables: train gender_confidence/accuracy mean: 0.723090 2021-05-07 14:21:21.701: INFO @log_variables: train age_confidence/loss mean: 0.045698 2021-05-07 14:21:21.701: INFO @log_variables: train age_confidence/accuracy mean: 0.755498 2021-05-07 14:21:21.701: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 14:21:21.702: INFO @metrics_hook: train age_mae: 12.533 +-0.170 (13824) 2021-05-07 14:21:21.704: INFO @metrics_hook: train gender_accuracy: 0.804 +-0.007 (13824) 2021-05-07 14:21:24.217: INFO @decay_lr : LR updated to `0.00019988975` 2021-05-07 14:21:24.223: INFO @log_profile : T train: 29.687541 2021-05-07 14:21:24.224: INFO @log_profile : T read data: 0.393374 2021-05-07 14:21:24.224: INFO @log_profile : T hooks: 3.100462 2021-05-07 14:21:24.224: INFO @main_loop : Epoch 81 done 2021-05-07 14:21:24.224: INFO @main_loop : Training epoch 82 2021-05-07 14:21:56.137: INFO @log_variables: train loss nanmean: 3.300552 2021-05-07 14:21:56.137: INFO @log_variables: train age_loss mean: 3.820455 2021-05-07 14:21:56.137: INFO @log_variables: train gender_loss mean: 0.418289 2021-05-07 14:21:56.137: INFO @log_variables: train age_mae mean: 12.556453 2021-05-07 14:21:56.138: INFO @log_variables: train gender_accuracy mean: 0.805976 2021-05-07 14:21:56.138: INFO @log_variables: train gender_confidence/loss nanmean: 0.076174 2021-05-07 14:21:56.138: INFO @log_variables: train gender_confidence/accuracy mean: 0.719598 2021-05-07 14:21:56.138: INFO @log_variables: train age_confidence/loss mean: 0.045347 2021-05-07 14:21:56.138: INFO @log_variables: train age_confidence/accuracy mean: 0.756276 2021-05-07 14:21:56.138: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 14:21:56.141: INFO @metrics_hook: train age_mae: 12.556 +-0.171 (13823) 2021-05-07 14:21:56.143: INFO @metrics_hook: train gender_accuracy: 0.806 +-0.007 (13823) 2021-05-07 14:21:58.663: INFO @decay_lr : LR updated to `0.0001988903` 2021-05-07 14:21:58.665: INFO @log_profile : T train: 30.882779 2021-05-07 14:21:58.665: INFO @log_profile : T read data: 0.370561 2021-05-07 14:21:58.665: INFO @log_profile : T hooks: 3.126543 2021-05-07 14:21:58.665: INFO @main_loop : Epoch 82 done 2021-05-07 14:21:58.665: INFO @main_loop : Training epoch 83 2021-05-07 14:22:29.676: INFO @log_variables: train loss nanmean: 3.260149 2021-05-07 14:22:29.679: INFO @log_variables: train age_loss mean: 3.803334 2021-05-07 14:22:29.681: INFO @log_variables: train gender_loss mean: 0.414426 2021-05-07 14:22:29.681: INFO @log_variables: train age_mae mean: 12.305097 2021-05-07 14:22:29.682: INFO @log_variables: train gender_accuracy mean: 0.806403 2021-05-07 14:22:29.682: INFO @log_variables: train gender_confidence/loss nanmean: 0.075181 2021-05-07 14:22:29.682: INFO @log_variables: train gender_confidence/accuracy mean: 0.725574 2021-05-07 14:22:29.682: INFO @log_variables: train age_confidence/loss mean: 0.045947 2021-05-07 14:22:29.682: INFO @log_variables: train age_confidence/accuracy mean: 0.754545 2021-05-07 14:22:29.682: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 14:22:29.685: INFO @metrics_hook: train age_mae: 12.305 +-0.168 (13807) 2021-05-07 14:22:29.687: INFO @metrics_hook: train gender_accuracy: 0.806 +-0.007 (13807) 2021-05-07 14:22:32.312: INFO @decay_lr : LR updated to `0.00019789585` 2021-05-07 14:22:32.316: INFO @log_profile : T train: 29.844749 2021-05-07 14:22:32.316: INFO @log_profile : T read data: 0.527862 2021-05-07 14:22:32.316: INFO @log_profile : T hooks: 3.214106 2021-05-07 14:22:32.316: INFO @main_loop : Epoch 83 done 2021-05-07 14:22:32.316: INFO @main_loop : Training epoch 84 2021-05-07 14:23:04.266: INFO @log_variables: train loss nanmean: 3.244344 2021-05-07 14:23:04.268: INFO @log_variables: train age_loss mean: 3.818918 2021-05-07 14:23:04.268: INFO @log_variables: train gender_loss mean: 0.414110 2021-05-07 14:23:04.268: INFO @log_variables: train age_mae mean: 12.489913 2021-05-07 14:23:04.268: INFO @log_variables: train gender_accuracy mean: 0.809534 2021-05-07 14:23:04.268: INFO @log_variables: train gender_confidence/loss nanmean: 0.076024 2021-05-07 14:23:04.268: INFO @log_variables: train gender_confidence/accuracy mean: 0.726997 2021-05-07 14:23:04.268: INFO @log_variables: train age_confidence/loss mean: 0.045355 2021-05-07 14:23:04.268: INFO @log_variables: train age_confidence/accuracy mean: 0.759621 2021-05-07 14:23:04.268: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 14:23:04.271: INFO @metrics_hook: train age_mae: 12.490 +-0.169 (13824) 2021-05-07 14:23:04.273: INFO @metrics_hook: train gender_accuracy: 0.810 +-0.007 (13824) 2021-05-07 14:23:06.795: INFO @decay_lr : LR updated to `0.00019690637` 2021-05-07 14:23:06.796: INFO @log_profile : T train: 30.924485 2021-05-07 14:23:06.796: INFO @log_profile : T read data: 0.380209 2021-05-07 14:23:06.797: INFO @log_profile : T hooks: 3.111941 2021-05-07 14:23:06.797: INFO @main_loop : Epoch 84 done 2021-05-07 14:23:06.797: INFO @main_loop : Training epoch 85 2021-05-07 14:23:38.790: INFO @log_variables: train loss nanmean: 3.236632 2021-05-07 14:23:38.792: INFO @log_variables: train age_loss mean: 3.815104 2021-05-07 14:23:38.793: INFO @log_variables: train gender_loss mean: 0.413968 2021-05-07 14:23:38.793: INFO @log_variables: train age_mae mean: 12.266851 2021-05-07 14:23:38.793: INFO @log_variables: train gender_accuracy mean: 0.810764 2021-05-07 14:23:38.793: INFO @log_variables: train gender_confidence/loss nanmean: 0.076875 2021-05-07 14:23:38.793: INFO @log_variables: train gender_confidence/accuracy mean: 0.716580 2021-05-07 14:23:38.793: INFO @log_variables: train age_confidence/loss mean: 0.045882 2021-05-07 14:23:38.793: INFO @log_variables: train age_confidence/accuracy mean: 0.754123 2021-05-07 14:23:38.793: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 14:23:38.795: INFO @metrics_hook: train age_mae: 12.267 +-0.167 (13824) 2021-05-07 14:23:38.797: INFO @metrics_hook: train gender_accuracy: 0.811 +-0.007 (13824) 2021-05-07 14:23:41.387: INFO @decay_lr : LR updated to `0.00019592184` 2021-05-07 14:23:41.389: INFO @log_profile : T train: 30.969904 2021-05-07 14:23:41.389: INFO @log_profile : T read data: 0.397203 2021-05-07 14:23:41.389: INFO @log_profile : T hooks: 3.161827 2021-05-07 14:23:41.390: INFO @main_loop : Epoch 85 done 2021-05-07 14:23:41.390: INFO @main_loop : Training epoch 86 2021-05-07 14:24:13.418: INFO @log_variables: train loss nanmean: 3.246100 2021-05-07 14:24:13.418: INFO @log_variables: train age_loss mean: 3.813668 2021-05-07 14:24:13.418: INFO @log_variables: train gender_loss mean: 0.414549 2021-05-07 14:24:13.418: INFO @log_variables: train age_mae mean: 12.320107 2021-05-07 14:24:13.418: INFO @log_variables: train gender_accuracy mean: 0.808648 2021-05-07 14:24:13.418: INFO @log_variables: train gender_confidence/loss nanmean: 0.075487 2021-05-07 14:24:13.418: INFO @log_variables: train gender_confidence/accuracy mean: 0.723618 2021-05-07 14:24:13.418: INFO @log_variables: train age_confidence/loss mean: 0.046357 2021-05-07 14:24:13.419: INFO @log_variables: train age_confidence/accuracy mean: 0.746940 2021-05-07 14:24:13.419: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 14:24:13.421: INFO @metrics_hook: train age_mae: 12.320 +-0.169 (13807) 2021-05-07 14:24:13.424: INFO @metrics_hook: train gender_accuracy: 0.809 +-0.007 (13807) 2021-05-07 14:24:15.961: INFO @decay_lr : LR updated to `0.00019494223` 2021-05-07 14:24:15.963: INFO @log_profile : T train: 30.838951 2021-05-07 14:24:15.963: INFO @log_profile : T read data: 0.556563 2021-05-07 14:24:15.963: INFO @log_profile : T hooks: 3.110803 2021-05-07 14:24:15.963: INFO @main_loop : Epoch 86 done 2021-05-07 14:24:15.963: INFO @main_loop : Training epoch 87 2021-05-07 14:24:46.744: INFO @log_variables: train loss nanmean: 3.240176 2021-05-07 14:24:46.745: INFO @log_variables: train age_loss mean: 3.796115 2021-05-07 14:24:46.745: INFO @log_variables: train gender_loss mean: 0.413630 2021-05-07 14:24:46.745: INFO @log_variables: train age_mae mean: 12.271778 2021-05-07 14:24:46.745: INFO @log_variables: train gender_accuracy mean: 0.805917 2021-05-07 14:24:46.745: INFO @log_variables: train gender_confidence/loss nanmean: 0.075208 2021-05-07 14:24:46.745: INFO @log_variables: train gender_confidence/accuracy mean: 0.721065 2021-05-07 14:24:46.745: INFO @log_variables: train age_confidence/loss mean: 0.046214 2021-05-07 14:24:46.745: INFO @log_variables: train age_confidence/accuracy mean: 0.746238 2021-05-07 14:24:46.745: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 14:24:46.747: INFO @metrics_hook: train age_mae: 12.272 +-0.167 (13824) 2021-05-07 14:24:46.751: INFO @metrics_hook: train gender_accuracy: 0.806 +-0.007 (13824) 2021-05-07 14:24:49.337: INFO @decay_lr : LR updated to `0.00019396751` 2021-05-07 14:24:49.339: INFO @log_profile : T train: 29.797961 2021-05-07 14:24:49.339: INFO @log_profile : T read data: 0.361553 2021-05-07 14:24:49.339: INFO @log_profile : T hooks: 3.155561 2021-05-07 14:24:49.339: INFO @main_loop : Epoch 87 done 2021-05-07 14:24:49.339: INFO @main_loop : Training epoch 88 2021-05-07 14:25:21.525: INFO @log_variables: train loss nanmean: 3.236142 2021-05-07 14:25:21.525: INFO @log_variables: train age_loss mean: 3.799015 2021-05-07 14:25:21.525: INFO @log_variables: train gender_loss mean: 0.410440 2021-05-07 14:25:21.525: INFO @log_variables: train age_mae mean: 12.351025 2021-05-07 14:25:21.525: INFO @log_variables: train gender_accuracy mean: 0.809534 2021-05-07 14:25:21.525: INFO @log_variables: train gender_confidence/loss nanmean: 0.075378 2021-05-07 14:25:21.526: INFO @log_variables: train gender_confidence/accuracy mean: 0.723090 2021-05-07 14:25:21.526: INFO @log_variables: train age_confidence/loss mean: 0.045327 2021-05-07 14:25:21.526: INFO @log_variables: train age_confidence/accuracy mean: 0.760706 2021-05-07 14:25:21.526: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 14:25:21.527: INFO @metrics_hook: train age_mae: 12.351 +-0.169 (13824) 2021-05-07 14:25:21.529: INFO @metrics_hook: train gender_accuracy: 0.810 +-0.007 (13824) 2021-05-07 14:25:24.115: INFO @decay_lr : LR updated to `0.00019299767` 2021-05-07 14:25:24.117: INFO @log_profile : T train: 31.157130 2021-05-07 14:25:24.117: INFO @log_profile : T read data: 0.390019 2021-05-07 14:25:24.117: INFO @log_profile : T hooks: 3.164082 2021-05-07 14:25:24.117: INFO @main_loop : Epoch 88 done 2021-05-07 14:25:24.117: INFO @main_loop : Training epoch 89 2021-05-07 14:25:55.426: INFO @log_variables: train loss nanmean: 3.271202 2021-05-07 14:25:55.426: INFO @log_variables: train age_loss mean: 3.807409 2021-05-07 14:25:55.427: INFO @log_variables: train gender_loss mean: 0.413288 2021-05-07 14:25:55.427: INFO @log_variables: train age_mae mean: 12.435132 2021-05-07 14:25:55.427: INFO @log_variables: train gender_accuracy mean: 0.809824 2021-05-07 14:25:55.427: INFO @log_variables: train gender_confidence/loss nanmean: 0.075773 2021-05-07 14:25:55.427: INFO @log_variables: train gender_confidence/accuracy mean: 0.721716 2021-05-07 14:25:55.427: INFO @log_variables: train age_confidence/loss mean: 0.045344 2021-05-07 14:25:55.427: INFO @log_variables: train age_confidence/accuracy mean: 0.757451 2021-05-07 14:25:55.427: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 14:25:55.429: INFO @metrics_hook: train age_mae: 12.435 +-0.170 (13824) 2021-05-07 14:25:55.431: INFO @metrics_hook: train gender_accuracy: 0.810 +-0.007 (13824) 2021-05-07 14:25:57.990: INFO @decay_lr : LR updated to `0.00019203269` 2021-05-07 14:25:57.992: INFO @log_profile : T train: 30.294271 2021-05-07 14:25:57.993: INFO @log_profile : T read data: 0.380492 2021-05-07 14:25:57.993: INFO @log_profile : T hooks: 3.135243 2021-05-07 14:25:57.993: INFO @main_loop : Epoch 89 done 2021-05-07 14:25:57.993: INFO @main_loop : Training epoch 90 2021-05-07 14:26:30.041: INFO @log_variables: train loss nanmean: 3.209670 2021-05-07 14:26:30.042: INFO @log_variables: train age_loss mean: 3.796312 2021-05-07 14:26:30.042: INFO @log_variables: train gender_loss mean: 0.418241 2021-05-07 14:26:30.042: INFO @log_variables: train age_mae mean: 12.129065 2021-05-07 14:26:30.042: INFO @log_variables: train gender_accuracy mean: 0.805389 2021-05-07 14:26:30.042: INFO @log_variables: train gender_confidence/loss nanmean: 0.075552 2021-05-07 14:26:30.042: INFO @log_variables: train gender_confidence/accuracy mean: 0.723039 2021-05-07 14:26:30.042: INFO @log_variables: train age_confidence/loss mean: 0.046424 2021-05-07 14:26:30.042: INFO @log_variables: train age_confidence/accuracy mean: 0.745781 2021-05-07 14:26:30.042: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 14:26:30.044: INFO @metrics_hook: train age_mae: 12.129 +-0.169 (13807) 2021-05-07 14:26:30.046: INFO @metrics_hook: train gender_accuracy: 0.805 +-0.007 (13807) 2021-05-07 14:26:32.635: INFO @decay_lr : LR updated to `0.00019107253` 2021-05-07 14:26:32.636: INFO @log_profile : T train: 30.875792 2021-05-07 14:26:32.636: INFO @log_profile : T read data: 0.538235 2021-05-07 14:26:32.636: INFO @log_profile : T hooks: 3.166053 2021-05-07 14:26:32.636: INFO @main_loop : Epoch 90 done 2021-05-07 14:26:32.636: INFO @main_loop : Training epoch 91 2021-05-07 14:27:04.716: INFO @log_variables: train loss nanmean: 3.208186 2021-05-07 14:27:04.716: INFO @log_variables: train age_loss mean: 3.797352 2021-05-07 14:27:04.716: INFO @log_variables: train gender_loss mean: 0.403507 2021-05-07 14:27:04.716: INFO @log_variables: train age_mae mean: 12.271776 2021-05-07 14:27:04.716: INFO @log_variables: train gender_accuracy mean: 0.812211 2021-05-07 14:27:04.716: INFO @log_variables: train gender_confidence/loss nanmean: 0.074649 2021-05-07 14:27:04.716: INFO @log_variables: train gender_confidence/accuracy mean: 0.728082 2021-05-07 14:27:04.716: INFO @log_variables: train age_confidence/loss mean: 0.046452 2021-05-07 14:27:04.716: INFO @log_variables: train age_confidence/accuracy mean: 0.747757 2021-05-07 14:27:04.716: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 14:27:04.718: INFO @metrics_hook: train age_mae: 12.272 +-0.170 (13824) 2021-05-07 14:27:04.720: INFO @metrics_hook: train gender_accuracy: 0.812 +-0.007 (13824) 2021-05-07 14:27:07.286: INFO @decay_lr : LR updated to `0.00019011716` 2021-05-07 14:27:07.288: INFO @log_profile : T train: 31.048192 2021-05-07 14:27:07.288: INFO @log_profile : T read data: 0.383142 2021-05-07 14:27:07.288: INFO @log_profile : T hooks: 3.153684 2021-05-07 14:27:07.288: INFO @main_loop : Epoch 91 done 2021-05-07 14:27:07.289: INFO @main_loop : Training epoch 92 2021-05-07 14:27:38.061: INFO @log_variables: train loss nanmean: 3.229563 2021-05-07 14:27:38.062: INFO @log_variables: train age_loss mean: 3.792782 2021-05-07 14:27:38.062: INFO @log_variables: train gender_loss mean: 0.401054 2021-05-07 14:27:38.062: INFO @log_variables: train age_mae mean: 12.026274 2021-05-07 14:27:38.062: INFO @log_variables: train gender_accuracy mean: 0.816334 2021-05-07 14:27:38.062: INFO @log_variables: train gender_confidence/loss nanmean: 0.075262 2021-05-07 14:27:38.062: INFO @log_variables: train gender_confidence/accuracy mean: 0.723669 2021-05-07 14:27:38.062: INFO @log_variables: train age_confidence/loss mean: 0.046658 2021-05-07 14:27:38.062: INFO @log_variables: train age_confidence/accuracy mean: 0.741464 2021-05-07 14:27:38.062: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 14:27:38.064: INFO @metrics_hook: train age_mae: 12.026 +-0.166 (13824) 2021-05-07 14:27:38.066: INFO @metrics_hook: train gender_accuracy: 0.816 +-0.007 (13824) 2021-05-07 14:27:40.554: INFO @decay_lr : LR updated to `0.00018916657` 2021-05-07 14:27:40.556: INFO @log_profile : T train: 29.713184 2021-05-07 14:27:40.557: INFO @log_profile : T read data: 0.400837 2021-05-07 14:27:40.557: INFO @log_profile : T hooks: 3.086126 2021-05-07 14:27:40.557: INFO @main_loop : Epoch 92 done 2021-05-07 14:27:40.557: INFO @main_loop : Training epoch 93 2021-05-07 14:28:12.453: INFO @log_variables: train loss nanmean: 3.161812 2021-05-07 14:28:12.454: INFO @log_variables: train age_loss mean: 3.792750 2021-05-07 14:28:12.454: INFO @log_variables: train gender_loss mean: 0.405572 2021-05-07 14:28:12.454: INFO @log_variables: train age_mae mean: 12.180393 2021-05-07 14:28:12.454: INFO @log_variables: train gender_accuracy mean: 0.816325 2021-05-07 14:28:12.454: INFO @log_variables: train gender_confidence/loss nanmean: 0.075400 2021-05-07 14:28:12.454: INFO @log_variables: train gender_confidence/accuracy mean: 0.724850 2021-05-07 14:28:12.454: INFO @log_variables: train age_confidence/loss mean: 0.046659 2021-05-07 14:28:12.454: INFO @log_variables: train age_confidence/accuracy mean: 0.743970 2021-05-07 14:28:12.454: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 14:28:12.458: INFO @metrics_hook: train age_mae: 12.180 +-0.171 (13807) 2021-05-07 14:28:12.461: INFO @metrics_hook: train gender_accuracy: 0.816 +-0.007 (13807) 2021-05-07 14:28:14.993: INFO @decay_lr : LR updated to `0.00018822074` 2021-05-07 14:28:14.995: INFO @log_profile : T train: 30.739416 2021-05-07 14:28:14.995: INFO @log_profile : T read data: 0.514891 2021-05-07 14:28:14.995: INFO @log_profile : T hooks: 3.120396 2021-05-07 14:28:14.995: INFO @main_loop : Epoch 93 done 2021-05-07 14:28:14.995: INFO @main_loop : Training epoch 94 2021-05-07 14:28:46.559: INFO @log_variables: train loss nanmean: 3.245584 2021-05-07 14:28:46.559: INFO @log_variables: train age_loss mean: 3.789896 2021-05-07 14:28:46.559: INFO @log_variables: train gender_loss mean: 0.404937 2021-05-07 14:28:46.559: INFO @log_variables: train age_mae mean: 12.205544 2021-05-07 14:28:46.559: INFO @log_variables: train gender_accuracy mean: 0.815394 2021-05-07 14:28:46.559: INFO @log_variables: train gender_confidence/loss nanmean: 0.075954 2021-05-07 14:28:46.559: INFO @log_variables: train gender_confidence/accuracy mean: 0.723814 2021-05-07 14:28:46.560: INFO @log_variables: train age_confidence/loss mean: 0.046028 2021-05-07 14:28:46.560: INFO @log_variables: train age_confidence/accuracy mean: 0.749783 2021-05-07 14:28:46.560: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 14:28:46.563: INFO @metrics_hook: train age_mae: 12.206 +-0.168 (13824) 2021-05-07 14:28:46.565: INFO @metrics_hook: train gender_accuracy: 0.815 +-0.007 (13824) 2021-05-07 14:28:49.078: INFO @decay_lr : LR updated to `0.00018727964` 2021-05-07 14:28:49.079: INFO @log_profile : T train: 30.533962 2021-05-07 14:28:49.079: INFO @log_profile : T read data: 0.395689 2021-05-07 14:28:49.079: INFO @log_profile : T hooks: 3.088115 2021-05-07 14:28:49.079: INFO @main_loop : Epoch 94 done 2021-05-07 14:28:49.079: INFO @main_loop : Training epoch 95 2021-05-07 14:29:20.973: INFO @log_variables: train loss nanmean: 3.197103 2021-05-07 14:29:20.974: INFO @log_variables: train age_loss mean: 3.796633 2021-05-07 14:29:20.974: INFO @log_variables: train gender_loss mean: 0.406665 2021-05-07 14:29:20.974: INFO @log_variables: train age_mae mean: 12.138458 2021-05-07 14:29:20.974: INFO @log_variables: train gender_accuracy mean: 0.812572 2021-05-07 14:29:20.974: INFO @log_variables: train gender_confidence/loss nanmean: 0.075699 2021-05-07 14:29:20.974: INFO @log_variables: train gender_confidence/accuracy mean: 0.727358 2021-05-07 14:29:20.975: INFO @log_variables: train age_confidence/loss mean: 0.046360 2021-05-07 14:29:20.975: INFO @log_variables: train age_confidence/accuracy mean: 0.745370 2021-05-07 14:29:20.975: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 14:29:20.978: INFO @metrics_hook: train age_mae: 12.138 +-0.165 (13824) 2021-05-07 14:29:20.981: INFO @metrics_hook: train gender_accuracy: 0.813 +-0.007 (13824) 2021-05-07 14:29:23.465: INFO @decay_lr : LR updated to `0.00018634324` 2021-05-07 14:29:23.467: INFO @log_profile : T train: 30.848007 2021-05-07 14:29:23.467: INFO @log_profile : T read data: 0.391330 2021-05-07 14:29:23.467: INFO @log_profile : T hooks: 3.083709 2021-05-07 14:29:23.467: INFO @main_loop : Epoch 95 done 2021-05-07 14:29:23.467: INFO @main_loop : Training epoch 96 2021-05-07 14:29:55.399: INFO @log_variables: train loss nanmean: 3.245375 2021-05-07 14:29:55.399: INFO @log_variables: train age_loss mean: 3.793719 2021-05-07 14:29:55.399: INFO @log_variables: train gender_loss mean: 0.400686 2021-05-07 14:29:55.399: INFO @log_variables: train age_mae mean: 12.147541 2021-05-07 14:29:55.399: INFO @log_variables: train gender_accuracy mean: 0.816542 2021-05-07 14:29:55.399: INFO @log_variables: train gender_confidence/loss nanmean: 0.074785 2021-05-07 14:29:55.399: INFO @log_variables: train gender_confidence/accuracy mean: 0.734990 2021-05-07 14:29:55.399: INFO @log_variables: train age_confidence/loss mean: 0.046624 2021-05-07 14:29:55.399: INFO @log_variables: train age_confidence/accuracy mean: 0.743463 2021-05-07 14:29:55.400: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 14:29:55.402: INFO @metrics_hook: train age_mae: 12.148 +-0.167 (13807) 2021-05-07 14:29:55.404: INFO @metrics_hook: train gender_accuracy: 0.817 +-0.007 (13807) 2021-05-07 14:29:57.936: INFO @decay_lr : LR updated to `0.00018541153` 2021-05-07 14:29:57.938: INFO @log_profile : T train: 30.748428 2021-05-07 14:29:57.938: INFO @log_profile : T read data: 0.538616 2021-05-07 14:29:57.938: INFO @log_profile : T hooks: 3.120234 2021-05-07 14:29:57.938: INFO @main_loop : Epoch 96 done 2021-05-07 14:29:57.938: INFO @main_loop : Training epoch 97 2021-05-07 14:30:29.908: INFO @log_variables: train loss nanmean: 3.226188 2021-05-07 14:30:29.908: INFO @log_variables: train age_loss mean: 3.782505 2021-05-07 14:30:29.908: INFO @log_variables: train gender_loss mean: 0.399379 2021-05-07 14:30:29.908: INFO @log_variables: train age_mae mean: 12.248060 2021-05-07 14:30:29.908: INFO @log_variables: train gender_accuracy mean: 0.815032 2021-05-07 14:30:29.909: INFO @log_variables: train gender_confidence/loss nanmean: 0.074469 2021-05-07 14:30:29.909: INFO @log_variables: train gender_confidence/accuracy mean: 0.730541 2021-05-07 14:30:29.909: INFO @log_variables: train age_confidence/loss mean: 0.045597 2021-05-07 14:30:29.909: INFO @log_variables: train age_confidence/accuracy mean: 0.755932 2021-05-07 14:30:29.909: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 14:30:29.911: INFO @metrics_hook: train age_mae: 12.248 +-0.168 (13824) 2021-05-07 14:30:29.913: INFO @metrics_hook: train gender_accuracy: 0.815 +-0.007 (13824) 2021-05-07 14:30:32.405: INFO @decay_lr : LR updated to `0.00018448447` 2021-05-07 14:30:32.407: INFO @log_profile : T train: 30.945375 2021-05-07 14:30:32.407: INFO @log_profile : T read data: 0.371866 2021-05-07 14:30:32.407: INFO @log_profile : T hooks: 3.088037 2021-05-07 14:30:32.407: INFO @main_loop : Epoch 97 done 2021-05-07 14:30:32.407: INFO @main_loop : Training epoch 98 2021-05-07 14:31:04.151: INFO @log_variables: train loss nanmean: 3.207177 2021-05-07 14:31:04.151: INFO @log_variables: train age_loss mean: 3.789230 2021-05-07 14:31:04.152: INFO @log_variables: train gender_loss mean: 0.394766 2021-05-07 14:31:04.152: INFO @log_variables: train age_mae mean: 12.244627 2021-05-07 14:31:04.152: INFO @log_variables: train gender_accuracy mean: 0.817564 2021-05-07 14:31:04.152: INFO @log_variables: train gender_confidence/loss nanmean: 0.074808 2021-05-07 14:31:04.152: INFO @log_variables: train gender_confidence/accuracy mean: 0.728877 2021-05-07 14:31:04.152: INFO @log_variables: train age_confidence/loss mean: 0.045618 2021-05-07 14:31:04.152: INFO @log_variables: train age_confidence/accuracy mean: 0.753617 2021-05-07 14:31:04.152: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 14:31:04.155: INFO @metrics_hook: train age_mae: 12.245 +-0.167 (13824) 2021-05-07 14:31:04.157: INFO @metrics_hook: train gender_accuracy: 0.818 +-0.007 (13824) 2021-05-07 14:31:06.686: INFO @decay_lr : LR updated to `0.00018356205` 2021-05-07 14:31:06.687: INFO @log_profile : T train: 30.701860 2021-05-07 14:31:06.687: INFO @log_profile : T read data: 0.387624 2021-05-07 14:31:06.688: INFO @log_profile : T hooks: 3.126595 2021-05-07 14:31:06.688: INFO @main_loop : Epoch 98 done 2021-05-07 14:31:06.688: INFO @main_loop : Training epoch 99 2021-05-07 14:31:38.520: INFO @log_variables: train loss nanmean: 3.193422 2021-05-07 14:31:38.521: INFO @log_variables: train age_loss mean: 3.794914 2021-05-07 14:31:38.523: INFO @log_variables: train gender_loss mean: 0.399244 2021-05-07 14:31:38.523: INFO @log_variables: train age_mae mean: 12.151014 2021-05-07 14:31:38.523: INFO @log_variables: train gender_accuracy mean: 0.813947 2021-05-07 14:31:38.523: INFO @log_variables: train gender_confidence/loss nanmean: 0.075174 2021-05-07 14:31:38.523: INFO @log_variables: train gender_confidence/accuracy mean: 0.723452 2021-05-07 14:31:38.523: INFO @log_variables: train age_confidence/loss mean: 0.046489 2021-05-07 14:31:38.523: INFO @log_variables: train age_confidence/accuracy mean: 0.745153 2021-05-07 14:31:38.523: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 14:31:38.524: INFO @metrics_hook: train age_mae: 12.151 +-0.166 (13824) 2021-05-07 14:31:38.526: INFO @metrics_hook: train gender_accuracy: 0.814 +-0.007 (13824) 2021-05-07 14:31:41.023: INFO @decay_lr : LR updated to `0.00018264425` 2021-05-07 14:31:41.024: INFO @log_profile : T train: 30.790295 2021-05-07 14:31:41.025: INFO @log_profile : T read data: 0.377547 2021-05-07 14:31:41.025: INFO @log_profile : T hooks: 3.101321 2021-05-07 14:31:41.025: INFO @main_loop : Epoch 99 done 2021-05-07 14:31:41.025: INFO @main_loop : Training epoch 100 2021-05-07 14:32:12.377: INFO @log_variables: train loss nanmean: 3.238674 2021-05-07 14:32:12.378: INFO @log_variables: train age_loss mean: 3.789686 2021-05-07 14:32:12.378: INFO @log_variables: train gender_loss mean: 0.404413 2021-05-07 14:32:12.378: INFO @log_variables: train age_mae mean: 12.227487 2021-05-07 14:32:12.378: INFO @log_variables: train gender_accuracy mean: 0.814876 2021-05-07 14:32:12.378: INFO @log_variables: train gender_confidence/loss nanmean: 0.076744 2021-05-07 14:32:12.378: INFO @log_variables: train gender_confidence/accuracy mean: 0.719780 2021-05-07 14:32:12.379: INFO @log_variables: train age_confidence/loss mean: 0.046458 2021-05-07 14:32:12.379: INFO @log_variables: train age_confidence/accuracy mean: 0.746288 2021-05-07 14:32:12.379: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 14:32:12.381: INFO @metrics_hook: train age_mae: 12.227 +-0.170 (13807) 2021-05-07 14:32:12.383: INFO @metrics_hook: train gender_accuracy: 0.815 +-0.007 (13807) 2021-05-07 14:32:14.957: INFO @decay_lr : LR updated to `0.00018173103` 2021-05-07 14:32:14.958: INFO @log_profile : T train: 30.193806 2021-05-07 14:32:14.958: INFO @log_profile : T read data: 0.524817 2021-05-07 14:32:14.958: INFO @log_profile : T hooks: 3.150864 2021-05-07 14:32:14.959: INFO @main_loop : Epoch 100 done 2021-05-07 14:32:14.959: INFO @main_loop : Training epoch 101 2021-05-07 14:32:46.825: INFO @log_variables: train loss nanmean: 3.196489 2021-05-07 14:32:46.825: INFO @log_variables: train age_loss mean: 3.789368 2021-05-07 14:32:46.825: INFO @log_variables: train gender_loss mean: 0.395078 2021-05-07 14:32:46.825: INFO @log_variables: train age_mae mean: 12.190310 2021-05-07 14:32:46.825: INFO @log_variables: train gender_accuracy mean: 0.819661 2021-05-07 14:32:46.825: INFO @log_variables: train gender_confidence/loss nanmean: 0.076100 2021-05-07 14:32:46.825: INFO @log_variables: train gender_confidence/accuracy mean: 0.730686 2021-05-07 14:32:46.826: INFO @log_variables: train age_confidence/loss mean: 0.045900 2021-05-07 14:32:46.826: INFO @log_variables: train age_confidence/accuracy mean: 0.749783 2021-05-07 14:32:46.826: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 14:32:46.830: INFO @metrics_hook: train age_mae: 12.190 +-0.166 (13824) 2021-05-07 14:32:46.832: INFO @metrics_hook: train gender_accuracy: 0.820 +-0.007 (13824) 2021-05-07 14:32:50.834: INFO @decay_lr : LR updated to `0.00018082238` 2021-05-07 14:32:50.837: INFO @log_profile : T train: 30.860036 2021-05-07 14:32:50.838: INFO @log_profile : T read data: 0.367733 2021-05-07 14:32:50.838: INFO @log_profile : T hooks: 4.587310 2021-05-07 14:32:50.838: INFO @main_loop : Epoch 101 done 2021-05-07 14:32:50.838: INFO @main_loop : Training epoch 102 2021-05-07 14:33:21.682: INFO @log_variables: train loss nanmean: 3.167487 2021-05-07 14:33:21.683: INFO @log_variables: train age_loss mean: 3.786602 2021-05-07 14:33:21.684: INFO @log_variables: train gender_loss mean: 0.405826 2021-05-07 14:33:21.684: INFO @log_variables: train age_mae mean: 12.125084 2021-05-07 14:33:21.684: INFO @log_variables: train gender_accuracy mean: 0.812789 2021-05-07 14:33:21.684: INFO @log_variables: train gender_confidence/loss nanmean: 0.074883 2021-05-07 14:33:21.684: INFO @log_variables: train gender_confidence/accuracy mean: 0.728009 2021-05-07 14:33:21.684: INFO @log_variables: train age_confidence/loss mean: 0.046072 2021-05-07 14:33:21.684: INFO @log_variables: train age_confidence/accuracy mean: 0.749855 2021-05-07 14:33:21.684: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 14:33:21.687: INFO @metrics_hook: train age_mae: 12.125 +-0.167 (13824) 2021-05-07 14:33:21.690: INFO @metrics_hook: train gender_accuracy: 0.813 +-0.007 (13824) 2021-05-07 14:33:24.234: INFO @decay_lr : LR updated to `0.00017991826` 2021-05-07 14:33:24.235: INFO @log_profile : T train: 29.839185 2021-05-07 14:33:24.235: INFO @log_profile : T read data: 0.372719 2021-05-07 14:33:24.235: INFO @log_profile : T hooks: 3.121561 2021-05-07 14:33:24.235: INFO @main_loop : Epoch 102 done 2021-05-07 14:33:24.236: INFO @main_loop : Training epoch 103 2021-05-07 14:33:56.451: INFO @log_variables: train loss nanmean: 3.216517 2021-05-07 14:33:56.452: INFO @log_variables: train age_loss mean: 3.775117 2021-05-07 14:33:56.452: INFO @log_variables: train gender_loss mean: 0.395947 2021-05-07 14:33:56.452: INFO @log_variables: train age_mae mean: 11.964799 2021-05-07 14:33:56.452: INFO @log_variables: train gender_accuracy mean: 0.816470 2021-05-07 14:33:56.452: INFO @log_variables: train gender_confidence/loss nanmean: 0.074879 2021-05-07 14:33:56.452: INFO @log_variables: train gender_confidence/accuracy mean: 0.733758 2021-05-07 14:33:56.452: INFO @log_variables: train age_confidence/loss mean: 0.047011 2021-05-07 14:33:56.452: INFO @log_variables: train age_confidence/accuracy mean: 0.741218 2021-05-07 14:33:56.452: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 14:33:56.454: INFO @metrics_hook: train age_mae: 11.965 +-0.166 (13807) 2021-05-07 14:33:56.457: INFO @metrics_hook: train gender_accuracy: 0.816 +-0.007 (13807) 2021-05-07 14:33:59.063: INFO @decay_lr : LR updated to `0.00017901868` 2021-05-07 14:33:59.064: INFO @log_profile : T train: 31.038290 2021-05-07 14:33:59.065: INFO @log_profile : T read data: 0.513377 2021-05-07 14:33:59.065: INFO @log_profile : T hooks: 3.213835 2021-05-07 14:33:59.065: INFO @main_loop : Epoch 103 done 2021-05-07 14:33:59.065: INFO @main_loop : Training epoch 104 2021-05-07 14:34:29.870: INFO @log_variables: train loss nanmean: 3.186379 2021-05-07 14:34:29.871: INFO @log_variables: train age_loss mean: 3.796644 2021-05-07 14:34:29.871: INFO @log_variables: train gender_loss mean: 0.400208 2021-05-07 14:34:29.871: INFO @log_variables: train age_mae mean: 12.141302 2021-05-07 14:34:29.871: INFO @log_variables: train gender_accuracy mean: 0.814091 2021-05-07 14:34:29.871: INFO @log_variables: train gender_confidence/loss nanmean: 0.074758 2021-05-07 14:34:29.871: INFO @log_variables: train gender_confidence/accuracy mean: 0.728371 2021-05-07 14:34:29.871: INFO @log_variables: train age_confidence/loss mean: 0.045858 2021-05-07 14:34:29.871: INFO @log_variables: train age_confidence/accuracy mean: 0.751013 2021-05-07 14:34:29.872: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 14:34:29.874: INFO @metrics_hook: train age_mae: 12.141 +-0.166 (13824) 2021-05-07 14:34:29.877: INFO @metrics_hook: train gender_accuracy: 0.814 +-0.007 (13824) 2021-05-07 14:34:32.454: INFO @decay_lr : LR updated to `0.00017812359` 2021-05-07 14:34:32.455: INFO @log_profile : T train: 29.815045 2021-05-07 14:34:32.455: INFO @log_profile : T read data: 0.362993 2021-05-07 14:34:32.455: INFO @log_profile : T hooks: 3.148621 2021-05-07 14:34:32.456: INFO @main_loop : Epoch 104 done 2021-05-07 14:34:32.456: INFO @main_loop : Training epoch 105 2021-05-07 14:35:04.328: INFO @log_variables: train loss nanmean: 3.204799 2021-05-07 14:35:04.330: INFO @log_variables: train age_loss mean: 3.790491 2021-05-07 14:35:04.332: INFO @log_variables: train gender_loss mean: 0.396636 2021-05-07 14:35:04.333: INFO @log_variables: train age_mae mean: 12.066050 2021-05-07 14:35:04.334: INFO @log_variables: train gender_accuracy mean: 0.815453 2021-05-07 14:35:04.334: INFO @log_variables: train gender_confidence/loss nanmean: 0.074613 2021-05-07 14:35:04.334: INFO @log_variables: train gender_confidence/accuracy mean: 0.734139 2021-05-07 14:35:04.334: INFO @log_variables: train age_confidence/loss mean: 0.046582 2021-05-07 14:35:04.334: INFO @log_variables: train age_confidence/accuracy mean: 0.747161 2021-05-07 14:35:04.334: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 14:35:04.337: INFO @metrics_hook: train age_mae: 12.066 +-0.167 (13823) 2021-05-07 14:35:04.339: INFO @metrics_hook: train gender_accuracy: 0.815 +-0.007 (13823) 2021-05-07 14:35:06.929: INFO @decay_lr : LR updated to `0.00017723297` 2021-05-07 14:35:06.930: INFO @log_profile : T train: 30.845901 2021-05-07 14:35:06.930: INFO @log_profile : T read data: 0.364217 2021-05-07 14:35:06.930: INFO @log_profile : T hooks: 3.201303 2021-05-07 14:35:06.930: INFO @main_loop : Epoch 105 done 2021-05-07 14:35:06.930: INFO @main_loop : Training epoch 106 2021-05-07 14:35:38.796: INFO @log_variables: train loss nanmean: 3.224906 2021-05-07 14:35:38.797: INFO @log_variables: train age_loss mean: 3.769577 2021-05-07 14:35:38.797: INFO @log_variables: train gender_loss mean: 0.391528 2021-05-07 14:35:38.797: INFO @log_variables: train age_mae mean: 11.832488 2021-05-07 14:35:38.797: INFO @log_variables: train gender_accuracy mean: 0.820602 2021-05-07 14:35:38.797: INFO @log_variables: train gender_confidence/loss nanmean: 0.075017 2021-05-07 14:35:38.797: INFO @log_variables: train gender_confidence/accuracy mean: 0.731771 2021-05-07 14:35:38.797: INFO @log_variables: train age_confidence/loss mean: 0.046550 2021-05-07 14:35:38.797: INFO @log_variables: train age_confidence/accuracy mean: 0.745226 2021-05-07 14:35:38.797: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 14:35:38.799: INFO @metrics_hook: train age_mae: 11.832 +-0.163 (13824) 2021-05-07 14:35:38.801: INFO @metrics_hook: train gender_accuracy: 0.821 +-0.007 (13824) 2021-05-07 14:35:41.415: INFO @decay_lr : LR updated to `0.0001763468` 2021-05-07 14:35:41.419: INFO @log_profile : T train: 30.850559 2021-05-07 14:35:41.419: INFO @log_profile : T read data: 0.372419 2021-05-07 14:35:41.419: INFO @log_profile : T hooks: 3.201417 2021-05-07 14:35:41.420: INFO @main_loop : Epoch 106 done 2021-05-07 14:35:41.420: INFO @main_loop : Training epoch 107 2021-05-07 14:36:12.682: INFO @log_variables: train loss nanmean: 3.148965 2021-05-07 14:36:12.682: INFO @log_variables: train age_loss mean: 3.770400 2021-05-07 14:36:12.682: INFO @log_variables: train gender_loss mean: 0.380198 2021-05-07 14:36:12.682: INFO @log_variables: train age_mae mean: 11.998059 2021-05-07 14:36:12.682: INFO @log_variables: train gender_accuracy mean: 0.828987 2021-05-07 14:36:12.682: INFO @log_variables: train gender_confidence/loss nanmean: 0.074920 2021-05-07 14:36:12.682: INFO @log_variables: train gender_confidence/accuracy mean: 0.737940 2021-05-07 14:36:12.682: INFO @log_variables: train age_confidence/loss mean: 0.046287 2021-05-07 14:36:12.682: INFO @log_variables: train age_confidence/accuracy mean: 0.752209 2021-05-07 14:36:12.682: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 14:36:12.684: INFO @metrics_hook: train age_mae: 11.998 +-0.167 (13806) 2021-05-07 14:36:12.685: INFO @metrics_hook: train gender_accuracy: 0.829 +-0.006 (13806) 2021-05-07 14:36:15.288: INFO @decay_lr : LR updated to `0.00017546507` 2021-05-07 14:36:15.289: INFO @log_profile : T train: 30.114388 2021-05-07 14:36:15.289: INFO @log_profile : T read data: 0.505749 2021-05-07 14:36:15.290: INFO @log_profile : T hooks: 3.185276 2021-05-07 14:36:15.290: INFO @main_loop : Epoch 107 done 2021-05-07 14:36:15.290: INFO @main_loop : Training epoch 108 2021-05-07 14:36:47.743: INFO @log_variables: train loss nanmean: 3.181901 2021-05-07 14:36:47.743: INFO @log_variables: train age_loss mean: 3.784369 2021-05-07 14:36:47.743: INFO @log_variables: train gender_loss mean: 0.389131 2021-05-07 14:36:47.744: INFO @log_variables: train age_mae mean: 11.995156 2021-05-07 14:36:47.744: INFO @log_variables: train gender_accuracy mean: 0.822627 2021-05-07 14:36:47.744: INFO @log_variables: train gender_confidence/loss nanmean: 0.074800 2021-05-07 14:36:47.744: INFO @log_variables: train gender_confidence/accuracy mean: 0.729745 2021-05-07 14:36:47.744: INFO @log_variables: train age_confidence/loss mean: 0.046898 2021-05-07 14:36:47.744: INFO @log_variables: train age_confidence/accuracy mean: 0.740885 2021-05-07 14:36:47.744: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 14:36:47.745: INFO @metrics_hook: train age_mae: 11.995 +-0.167 (13824) 2021-05-07 14:36:47.747: INFO @metrics_hook: train gender_accuracy: 0.823 +-0.006 (13824) 2021-05-07 14:36:50.331: INFO @decay_lr : LR updated to `0.00017458775` 2021-05-07 14:36:50.333: INFO @log_profile : T train: 31.415287 2021-05-07 14:36:50.333: INFO @log_profile : T read data: 0.375013 2021-05-07 14:36:50.333: INFO @log_profile : T hooks: 3.187314 2021-05-07 14:36:50.333: INFO @main_loop : Epoch 108 done 2021-05-07 14:36:50.333: INFO @main_loop : Training epoch 109 2021-05-07 14:37:22.456: INFO @log_variables: train loss nanmean: 3.198744 2021-05-07 14:37:22.456: INFO @log_variables: train age_loss mean: 3.776109 2021-05-07 14:37:22.457: INFO @log_variables: train gender_loss mean: 0.391259 2021-05-07 14:37:22.457: INFO @log_variables: train age_mae mean: 11.908556 2021-05-07 14:37:22.457: INFO @log_variables: train gender_accuracy mean: 0.816840 2021-05-07 14:37:22.457: INFO @log_variables: train gender_confidence/loss nanmean: 0.074159 2021-05-07 14:37:22.457: INFO @log_variables: train gender_confidence/accuracy mean: 0.734592 2021-05-07 14:37:22.457: INFO @log_variables: train age_confidence/loss mean: 0.046604 2021-05-07 14:37:22.457: INFO @log_variables: train age_confidence/accuracy mean: 0.746600 2021-05-07 14:37:22.457: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 14:37:22.460: INFO @metrics_hook: train age_mae: 11.909 +-0.165 (13824) 2021-05-07 14:37:22.462: INFO @metrics_hook: train gender_accuracy: 0.817 +-0.007 (13824) 2021-05-07 14:37:25.052: INFO @decay_lr : LR updated to `0.00017371481` 2021-05-07 14:37:25.054: INFO @log_profile : T train: 31.124731 2021-05-07 14:37:25.054: INFO @log_profile : T read data: 0.376347 2021-05-07 14:37:25.054: INFO @log_profile : T hooks: 3.156723 2021-05-07 14:37:25.054: INFO @main_loop : Epoch 109 done 2021-05-07 14:37:25.054: INFO @main_loop : Training epoch 110 2021-05-07 14:37:57.106: INFO @log_variables: train loss nanmean: 3.192831 2021-05-07 14:37:57.106: INFO @log_variables: train age_loss mean: 3.764245 2021-05-07 14:37:57.106: INFO @log_variables: train gender_loss mean: 0.388210 2021-05-07 14:37:57.106: INFO @log_variables: train age_mae mean: 11.838759 2021-05-07 14:37:57.106: INFO @log_variables: train gender_accuracy mean: 0.824075 2021-05-07 14:37:57.106: INFO @log_variables: train gender_confidence/loss nanmean: 0.075161 2021-05-07 14:37:57.106: INFO @log_variables: train gender_confidence/accuracy mean: 0.733541 2021-05-07 14:37:57.106: INFO @log_variables: train age_confidence/loss mean: 0.047394 2021-05-07 14:37:57.107: INFO @log_variables: train age_confidence/accuracy mean: 0.739915 2021-05-07 14:37:57.107: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 14:37:57.110: INFO @metrics_hook: train age_mae: 11.839 +-0.167 (13807) 2021-05-07 14:37:57.113: INFO @metrics_hook: train gender_accuracy: 0.824 +-0.006 (13807) 2021-05-07 14:37:59.677: INFO @decay_lr : LR updated to `0.00017284624` 2021-05-07 14:37:59.678: INFO @log_profile : T train: 30.881763 2021-05-07 14:37:59.678: INFO @log_profile : T read data: 0.508500 2021-05-07 14:37:59.678: INFO @log_profile : T hooks: 3.165396 2021-05-07 14:37:59.679: INFO @main_loop : Epoch 110 done 2021-05-07 14:37:59.679: INFO @main_loop : Training epoch 111 2021-05-07 14:38:31.566: INFO @log_variables: train loss nanmean: 3.178657 2021-05-07 14:38:31.568: INFO @log_variables: train age_loss mean: 3.778621 2021-05-07 14:38:31.569: INFO @log_variables: train gender_loss mean: 0.379407 2021-05-07 14:38:31.570: INFO @log_variables: train age_mae mean: 11.991181 2021-05-07 14:38:31.572: INFO @log_variables: train gender_accuracy mean: 0.827402 2021-05-07 14:38:31.573: INFO @log_variables: train gender_confidence/loss nanmean: 0.074421 2021-05-07 14:38:31.574: INFO @log_variables: train gender_confidence/accuracy mean: 0.738426 2021-05-07 14:38:31.575: INFO @log_variables: train age_confidence/loss mean: 0.047097 2021-05-07 14:38:31.576: INFO @log_variables: train age_confidence/accuracy mean: 0.743128 2021-05-07 14:38:31.577: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 14:38:31.579: INFO @metrics_hook: train age_mae: 11.991 +-0.168 (13824) 2021-05-07 14:38:31.580: INFO @metrics_hook: train gender_accuracy: 0.827 +-0.006 (13824) 2021-05-07 14:38:34.176: INFO @decay_lr : LR updated to `0.000171982` 2021-05-07 14:38:34.182: INFO @log_profile : T train: 30.880408 2021-05-07 14:38:34.182: INFO @log_profile : T read data: 0.371985 2021-05-07 14:38:34.182: INFO @log_profile : T hooks: 3.187252 2021-05-07 14:38:34.182: INFO @main_loop : Epoch 111 done 2021-05-07 14:38:34.182: INFO @main_loop : Training epoch 112 2021-05-07 14:39:06.193: INFO @log_variables: train loss nanmean: 3.162787 2021-05-07 14:39:06.194: INFO @log_variables: train age_loss mean: 3.756297 2021-05-07 14:39:06.194: INFO @log_variables: train gender_loss mean: 0.395411 2021-05-07 14:39:06.194: INFO @log_variables: train age_mae mean: 11.775753 2021-05-07 14:39:06.194: INFO @log_variables: train gender_accuracy mean: 0.817925 2021-05-07 14:39:06.194: INFO @log_variables: train gender_confidence/loss nanmean: 0.074831 2021-05-07 14:39:06.194: INFO @log_variables: train gender_confidence/accuracy mean: 0.725405 2021-05-07 14:39:06.194: INFO @log_variables: train age_confidence/loss mean: 0.047285 2021-05-07 14:39:06.194: INFO @log_variables: train age_confidence/accuracy mean: 0.738643 2021-05-07 14:39:06.194: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 14:39:06.196: INFO @metrics_hook: train age_mae: 11.776 +-0.163 (13824) 2021-05-07 14:39:06.198: INFO @metrics_hook: train gender_accuracy: 0.818 +-0.007 (13824) 2021-05-07 14:39:08.772: INFO @decay_lr : LR updated to `0.00017112208` 2021-05-07 14:39:08.774: INFO @log_profile : T train: 30.963084 2021-05-07 14:39:08.774: INFO @log_profile : T read data: 0.390814 2021-05-07 14:39:08.774: INFO @log_profile : T hooks: 3.173665 2021-05-07 14:39:08.774: INFO @main_loop : Epoch 112 done 2021-05-07 14:39:08.774: INFO @main_loop : Training epoch 113 2021-05-07 14:39:40.758: INFO @log_variables: train loss nanmean: 3.186969 2021-05-07 14:39:40.758: INFO @log_variables: train age_loss mean: 3.753715 2021-05-07 14:39:40.758: INFO @log_variables: train gender_loss mean: 0.387417 2021-05-07 14:39:40.759: INFO @log_variables: train age_mae mean: 11.842749 2021-05-07 14:39:40.759: INFO @log_variables: train gender_accuracy mean: 0.824797 2021-05-07 14:39:40.759: INFO @log_variables: train gender_confidence/loss nanmean: 0.075161 2021-05-07 14:39:40.759: INFO @log_variables: train gender_confidence/accuracy mean: 0.733796 2021-05-07 14:39:40.759: INFO @log_variables: train age_confidence/loss mean: 0.047009 2021-05-07 14:39:40.759: INFO @log_variables: train age_confidence/accuracy mean: 0.744285 2021-05-07 14:39:40.759: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 14:39:40.762: INFO @metrics_hook: train age_mae: 11.843 +-0.165 (13824) 2021-05-07 14:39:40.765: INFO @metrics_hook: train gender_accuracy: 0.825 +-0.006 (13824) 2021-05-07 14:39:43.355: INFO @decay_lr : LR updated to `0.00017026647` 2021-05-07 14:39:43.357: INFO @log_profile : T train: 30.943549 2021-05-07 14:39:43.357: INFO @log_profile : T read data: 0.391088 2021-05-07 14:39:43.357: INFO @log_profile : T hooks: 3.183309 2021-05-07 14:39:43.358: INFO @main_loop : Epoch 113 done 2021-05-07 14:39:43.358: INFO @main_loop : Training epoch 114 2021-05-07 14:40:15.490: INFO @log_variables: train loss nanmean: 3.187888 2021-05-07 14:40:15.491: INFO @log_variables: train age_loss mean: 3.765653 2021-05-07 14:40:15.491: INFO @log_variables: train gender_loss mean: 0.389270 2021-05-07 14:40:15.491: INFO @log_variables: train age_mae mean: 11.951826 2021-05-07 14:40:15.491: INFO @log_variables: train gender_accuracy mean: 0.821685 2021-05-07 14:40:15.491: INFO @log_variables: train gender_confidence/loss nanmean: 0.075433 2021-05-07 14:40:15.491: INFO @log_variables: train gender_confidence/accuracy mean: 0.730571 2021-05-07 14:40:15.492: INFO @log_variables: train age_confidence/loss mean: 0.047051 2021-05-07 14:40:15.492: INFO @log_variables: train age_confidence/accuracy mean: 0.746433 2021-05-07 14:40:15.492: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 14:40:15.495: INFO @metrics_hook: train age_mae: 11.952 +-0.166 (13807) 2021-05-07 14:40:15.497: INFO @metrics_hook: train gender_accuracy: 0.822 +-0.007 (13807) 2021-05-07 14:40:18.058: INFO @decay_lr : LR updated to `0.00016941514` 2021-05-07 14:40:18.059: INFO @log_profile : T train: 30.953794 2021-05-07 14:40:18.059: INFO @log_profile : T read data: 0.530949 2021-05-07 14:40:18.059: INFO @log_profile : T hooks: 3.151811 2021-05-07 14:40:18.059: INFO @main_loop : Epoch 114 done 2021-05-07 14:40:18.059: INFO @main_loop : Training epoch 115 2021-05-07 14:40:50.013: INFO @log_variables: train loss nanmean: 3.149042 2021-05-07 14:40:50.013: INFO @log_variables: train age_loss mean: 3.768860 2021-05-07 14:40:50.013: INFO @log_variables: train gender_loss mean: 0.379795 2021-05-07 14:40:50.014: INFO @log_variables: train age_mae mean: 11.835424 2021-05-07 14:40:50.014: INFO @log_variables: train gender_accuracy mean: 0.825810 2021-05-07 14:40:50.014: INFO @log_variables: train gender_confidence/loss nanmean: 0.074087 2021-05-07 14:40:50.014: INFO @log_variables: train gender_confidence/accuracy mean: 0.740885 2021-05-07 14:40:50.014: INFO @log_variables: train age_confidence/loss mean: 0.046513 2021-05-07 14:40:50.015: INFO @log_variables: train age_confidence/accuracy mean: 0.747830 2021-05-07 14:40:50.015: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 14:40:50.017: INFO @metrics_hook: train age_mae: 11.835 +-0.165 (13824) 2021-05-07 14:40:50.020: INFO @metrics_hook: train gender_accuracy: 0.826 +-0.006 (13824) 2021-05-07 14:40:52.611: INFO @decay_lr : LR updated to `0.00016856806` 2021-05-07 14:40:52.613: INFO @log_profile : T train: 30.919506 2021-05-07 14:40:52.613: INFO @log_profile : T read data: 0.386175 2021-05-07 14:40:52.613: INFO @log_profile : T hooks: 3.186051 2021-05-07 14:40:52.613: INFO @main_loop : Epoch 115 done 2021-05-07 14:40:52.613: INFO @main_loop : Training epoch 116 2021-05-07 14:41:23.500: INFO @log_variables: train loss nanmean: 3.163755 2021-05-07 14:41:23.500: INFO @log_variables: train age_loss mean: 3.756009 2021-05-07 14:41:23.500: INFO @log_variables: train gender_loss mean: 0.381284 2021-05-07 14:41:23.501: INFO @log_variables: train age_mae mean: 11.900257 2021-05-07 14:41:23.501: INFO @log_variables: train gender_accuracy mean: 0.822266 2021-05-07 14:41:23.501: INFO @log_variables: train gender_confidence/loss nanmean: 0.073848 2021-05-07 14:41:23.501: INFO @log_variables: train gender_confidence/accuracy mean: 0.732784 2021-05-07 14:41:23.501: INFO @log_variables: train age_confidence/loss mean: 0.046311 2021-05-07 14:41:23.501: INFO @log_variables: train age_confidence/accuracy mean: 0.747685 2021-05-07 14:41:23.501: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 14:41:23.503: INFO @metrics_hook: train age_mae: 11.900 +-0.165 (13824) 2021-05-07 14:41:23.505: INFO @metrics_hook: train gender_accuracy: 0.822 +-0.007 (13824) 2021-05-07 14:41:26.058: INFO @decay_lr : LR updated to `0.00016772521` 2021-05-07 14:41:26.061: INFO @log_profile : T train: 29.869583 2021-05-07 14:41:26.061: INFO @log_profile : T read data: 0.370822 2021-05-07 14:41:26.061: INFO @log_profile : T hooks: 3.145014 2021-05-07 14:41:26.061: INFO @main_loop : Epoch 116 done 2021-05-07 14:41:26.061: INFO @main_loop : Training epoch 117 2021-05-07 14:41:58.109: INFO @log_variables: train loss nanmean: 3.174966 2021-05-07 14:41:58.111: INFO @log_variables: train age_loss mean: 3.759609 2021-05-07 14:41:58.112: INFO @log_variables: train gender_loss mean: 0.380268 2021-05-07 14:41:58.113: INFO @log_variables: train age_mae mean: 11.802358 2021-05-07 14:41:58.114: INFO @log_variables: train gender_accuracy mean: 0.827334 2021-05-07 14:41:58.115: INFO @log_variables: train gender_confidence/loss nanmean: 0.074763 2021-05-07 14:41:58.115: INFO @log_variables: train gender_confidence/accuracy mean: 0.737452 2021-05-07 14:41:58.115: INFO @log_variables: train age_confidence/loss mean: 0.047541 2021-05-07 14:41:58.115: INFO @log_variables: train age_confidence/accuracy mean: 0.735641 2021-05-07 14:41:58.115: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 14:41:58.117: INFO @metrics_hook: train age_mae: 11.802 +-0.164 (13807) 2021-05-07 14:41:58.120: INFO @metrics_hook: train gender_accuracy: 0.827 +-0.006 (13807) 2021-05-07 14:42:00.640: INFO @decay_lr : LR updated to `0.00016688659` 2021-05-07 14:42:00.642: INFO @log_profile : T train: 30.870369 2021-05-07 14:42:00.642: INFO @log_profile : T read data: 0.521744 2021-05-07 14:42:00.642: INFO @log_profile : T hooks: 3.122743 2021-05-07 14:42:00.642: INFO @main_loop : Epoch 117 done 2021-05-07 14:42:00.642: INFO @main_loop : Training epoch 118 2021-05-07 14:42:32.304: INFO @log_variables: train loss nanmean: 3.213192 2021-05-07 14:42:32.304: INFO @log_variables: train age_loss mean: 3.768724 2021-05-07 14:42:32.304: INFO @log_variables: train gender_loss mean: 0.387391 2021-05-07 14:42:32.304: INFO @log_variables: train age_mae mean: 11.772526 2021-05-07 14:42:32.304: INFO @log_variables: train gender_accuracy mean: 0.824206 2021-05-07 14:42:32.304: INFO @log_variables: train gender_confidence/loss nanmean: 0.074387 2021-05-07 14:42:32.305: INFO @log_variables: train gender_confidence/accuracy mean: 0.734717 2021-05-07 14:42:32.305: INFO @log_variables: train age_confidence/loss mean: 0.046415 2021-05-07 14:42:32.305: INFO @log_variables: train age_confidence/accuracy mean: 0.748463 2021-05-07 14:42:32.305: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 14:42:32.306: INFO @metrics_hook: train age_mae: 11.773 +-0.162 (13823) 2021-05-07 14:42:32.311: INFO @metrics_hook: train gender_accuracy: 0.824 +-0.006 (13823) 2021-05-07 14:42:34.756: INFO @decay_lr : LR updated to `0.00016605215` 2021-05-07 14:42:34.757: INFO @log_profile : T train: 30.602804 2021-05-07 14:42:34.757: INFO @log_profile : T read data: 0.391385 2021-05-07 14:42:34.757: INFO @log_profile : T hooks: 3.056212 2021-05-07 14:42:34.758: INFO @main_loop : Epoch 118 done 2021-05-07 14:42:34.758: INFO @main_loop : Training epoch 119 2021-05-07 14:43:06.753: INFO @log_variables: train loss nanmean: 3.148413 2021-05-07 14:43:06.753: INFO @log_variables: train age_loss mean: 3.751131 2021-05-07 14:43:06.753: INFO @log_variables: train gender_loss mean: 0.384656 2021-05-07 14:43:06.753: INFO @log_variables: train age_mae mean: 11.825212 2021-05-07 14:43:06.753: INFO @log_variables: train gender_accuracy mean: 0.824508 2021-05-07 14:43:06.753: INFO @log_variables: train gender_confidence/loss nanmean: 0.074981 2021-05-07 14:43:06.753: INFO @log_variables: train gender_confidence/accuracy mean: 0.732205 2021-05-07 14:43:06.753: INFO @log_variables: train age_confidence/loss mean: 0.046579 2021-05-07 14:43:06.753: INFO @log_variables: train age_confidence/accuracy mean: 0.746962 2021-05-07 14:43:06.754: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 14:43:06.756: INFO @metrics_hook: train age_mae: 11.825 +-0.164 (13824) 2021-05-07 14:43:06.759: INFO @metrics_hook: train gender_accuracy: 0.825 +-0.006 (13824) 2021-05-07 14:43:09.325: INFO @decay_lr : LR updated to `0.00016522189` 2021-05-07 14:43:09.327: INFO @log_profile : T train: 30.950796 2021-05-07 14:43:09.328: INFO @log_profile : T read data: 0.389698 2021-05-07 14:43:09.328: INFO @log_profile : T hooks: 3.165622 2021-05-07 14:43:09.328: INFO @main_loop : Epoch 119 done 2021-05-07 14:43:09.328: INFO @main_loop : Training epoch 120 2021-05-07 14:43:41.373: INFO @log_variables: train loss nanmean: 3.136302 2021-05-07 14:43:41.373: INFO @log_variables: train age_loss mean: 3.757428 2021-05-07 14:43:41.373: INFO @log_variables: train gender_loss mean: 0.385406 2021-05-07 14:43:41.373: INFO @log_variables: train age_mae mean: 11.832987 2021-05-07 14:43:41.373: INFO @log_variables: train gender_accuracy mean: 0.822758 2021-05-07 14:43:41.373: INFO @log_variables: train gender_confidence/loss nanmean: 0.074352 2021-05-07 14:43:41.373: INFO @log_variables: train gender_confidence/accuracy mean: 0.732073 2021-05-07 14:43:41.373: INFO @log_variables: train age_confidence/loss mean: 0.046685 2021-05-07 14:43:41.373: INFO @log_variables: train age_confidence/accuracy mean: 0.746632 2021-05-07 14:43:41.373: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 14:43:41.375: INFO @metrics_hook: train age_mae: 11.833 +-0.165 (13806) 2021-05-07 14:43:41.377: INFO @metrics_hook: train gender_accuracy: 0.823 +-0.007 (13806) 2021-05-07 14:43:43.905: INFO @decay_lr : LR updated to `0.00016439578` 2021-05-07 14:43:43.907: INFO @log_profile : T train: 30.911218 2021-05-07 14:43:43.907: INFO @log_profile : T read data: 0.508246 2021-05-07 14:43:43.907: INFO @log_profile : T hooks: 3.097140 2021-05-07 14:43:43.907: INFO @main_loop : Epoch 120 done 2021-05-07 14:43:43.908: INFO @main_loop : Training epoch 121 2021-05-07 14:44:15.855: INFO @log_variables: train loss nanmean: 3.161232 2021-05-07 14:44:15.855: INFO @log_variables: train age_loss mean: 3.747351 2021-05-07 14:44:15.855: INFO @log_variables: train gender_loss mean: 0.376073 2021-05-07 14:44:15.855: INFO @log_variables: train age_mae mean: 11.532923 2021-05-07 14:44:15.855: INFO @log_variables: train gender_accuracy mean: 0.832755 2021-05-07 14:44:15.855: INFO @log_variables: train gender_confidence/loss nanmean: 0.075301 2021-05-07 14:44:15.855: INFO @log_variables: train gender_confidence/accuracy mean: 0.735243 2021-05-07 14:44:15.855: INFO @log_variables: train age_confidence/loss mean: 0.048184 2021-05-07 14:44:15.855: INFO @log_variables: train age_confidence/accuracy mean: 0.733362 2021-05-07 14:44:15.855: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 14:44:15.864: INFO @metrics_hook: train age_mae: 11.533 +-0.164 (13824) 2021-05-07 14:44:15.868: INFO @metrics_hook: train gender_accuracy: 0.833 +-0.006 (13824) 2021-05-07 14:44:18.347: INFO @decay_lr : LR updated to `0.0001635738` 2021-05-07 14:44:18.349: INFO @log_profile : T train: 30.951252 2021-05-07 14:44:18.349: INFO @log_profile : T read data: 0.364671 2021-05-07 14:44:18.349: INFO @log_profile : T hooks: 3.063324 2021-05-07 14:44:18.349: INFO @main_loop : Epoch 121 done 2021-05-07 14:44:18.349: INFO @main_loop : Training epoch 122 2021-05-07 14:44:50.297: INFO @log_variables: train loss nanmean: 3.159587 2021-05-07 14:44:50.297: INFO @log_variables: train age_loss mean: 3.742293 2021-05-07 14:44:50.298: INFO @log_variables: train gender_loss mean: 0.376239 2021-05-07 14:44:50.298: INFO @log_variables: train age_mae mean: 11.478585 2021-05-07 14:44:50.299: INFO @log_variables: train gender_accuracy mean: 0.830801 2021-05-07 14:44:50.299: INFO @log_variables: train gender_confidence/loss nanmean: 0.074449 2021-05-07 14:44:50.300: INFO @log_variables: train gender_confidence/accuracy mean: 0.737486 2021-05-07 14:44:50.301: INFO @log_variables: train age_confidence/loss mean: 0.048053 2021-05-07 14:44:50.301: INFO @log_variables: train age_confidence/accuracy mean: 0.732205 2021-05-07 14:44:50.301: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 14:44:50.306: INFO @metrics_hook: train age_mae: 11.479 +-0.164 (13824) 2021-05-07 14:44:50.309: INFO @metrics_hook: train gender_accuracy: 0.831 +-0.006 (13824) 2021-05-07 14:44:52.809: INFO @decay_lr : LR updated to `0.00016275592` 2021-05-07 14:44:52.810: INFO @log_profile : T train: 30.918333 2021-05-07 14:44:52.811: INFO @log_profile : T read data: 0.389637 2021-05-07 14:44:52.811: INFO @log_profile : T hooks: 3.089982 2021-05-07 14:44:52.811: INFO @main_loop : Epoch 122 done 2021-05-07 14:44:52.811: INFO @main_loop : Training epoch 123 2021-05-07 14:45:24.671: INFO @log_variables: train loss nanmean: 3.188957 2021-05-07 14:45:24.671: INFO @log_variables: train age_loss mean: 3.745717 2021-05-07 14:45:24.671: INFO @log_variables: train gender_loss mean: 0.374416 2021-05-07 14:45:24.671: INFO @log_variables: train age_mae mean: 11.588793 2021-05-07 14:45:24.671: INFO @log_variables: train gender_accuracy mean: 0.830223 2021-05-07 14:45:24.672: INFO @log_variables: train gender_confidence/loss nanmean: 0.074916 2021-05-07 14:45:24.672: INFO @log_variables: train gender_confidence/accuracy mean: 0.739439 2021-05-07 14:45:24.672: INFO @log_variables: train age_confidence/loss mean: 0.047835 2021-05-07 14:45:24.672: INFO @log_variables: train age_confidence/accuracy mean: 0.735605 2021-05-07 14:45:24.672: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 14:45:24.674: INFO @metrics_hook: train age_mae: 11.589 +-0.166 (13824) 2021-05-07 14:45:24.676: INFO @metrics_hook: train gender_accuracy: 0.830 +-0.006 (13824) 2021-05-07 14:45:27.257: INFO @decay_lr : LR updated to `0.00016194214` 2021-05-07 14:45:27.259: INFO @log_profile : T train: 30.814751 2021-05-07 14:45:27.259: INFO @log_profile : T read data: 0.394290 2021-05-07 14:45:27.259: INFO @log_profile : T hooks: 3.175095 2021-05-07 14:45:27.259: INFO @main_loop : Epoch 123 done 2021-05-07 14:45:27.259: INFO @main_loop : Training epoch 124 2021-05-07 14:45:59.234: INFO @log_variables: train loss nanmean: 3.186677 2021-05-07 14:45:59.234: INFO @log_variables: train age_loss mean: 3.746211 2021-05-07 14:45:59.234: INFO @log_variables: train gender_loss mean: 0.371407 2021-05-07 14:45:59.234: INFO @log_variables: train age_mae mean: 11.663160 2021-05-07 14:45:59.234: INFO @log_variables: train gender_accuracy mean: 0.832331 2021-05-07 14:45:59.234: INFO @log_variables: train gender_confidence/loss nanmean: 0.074255 2021-05-07 14:45:59.234: INFO @log_variables: train gender_confidence/accuracy mean: 0.739987 2021-05-07 14:45:59.234: INFO @log_variables: train age_confidence/loss mean: 0.047604 2021-05-07 14:45:59.235: INFO @log_variables: train age_confidence/accuracy mean: 0.738176 2021-05-07 14:45:59.235: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 14:45:59.236: INFO @metrics_hook: train age_mae: 11.663 +-0.166 (13807) 2021-05-07 14:45:59.238: INFO @metrics_hook: train gender_accuracy: 0.832 +-0.006 (13807) 2021-05-07 14:46:01.777: INFO @decay_lr : LR updated to `0.00016113243` 2021-05-07 14:46:01.778: INFO @log_profile : T train: 30.738650 2021-05-07 14:46:01.778: INFO @log_profile : T read data: 0.566540 2021-05-07 14:46:01.778: INFO @log_profile : T hooks: 3.147597 2021-05-07 14:46:01.778: INFO @main_loop : Epoch 124 done 2021-05-07 14:46:01.778: INFO @main_loop : Training epoch 125 2021-05-07 14:46:33.580: INFO @log_variables: train loss nanmean: 3.151822 2021-05-07 14:46:33.580: INFO @log_variables: train age_loss mean: 3.751607 2021-05-07 14:46:33.581: INFO @log_variables: train gender_loss mean: 0.374020 2021-05-07 14:46:33.581: INFO @log_variables: train age_mae mean: 11.659492 2021-05-07 14:46:33.581: INFO @log_variables: train gender_accuracy mean: 0.829789 2021-05-07 14:46:33.581: INFO @log_variables: train gender_confidence/loss nanmean: 0.074737 2021-05-07 14:46:33.581: INFO @log_variables: train gender_confidence/accuracy mean: 0.736834 2021-05-07 14:46:33.581: INFO @log_variables: train age_confidence/loss mean: 0.047422 2021-05-07 14:46:33.581: INFO @log_variables: train age_confidence/accuracy mean: 0.738643 2021-05-07 14:46:33.581: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 14:46:33.583: INFO @metrics_hook: train age_mae: 11.659 +-0.162 (13824) 2021-05-07 14:46:33.585: INFO @metrics_hook: train gender_accuracy: 0.830 +-0.006 (13824) 2021-05-07 14:46:36.196: INFO @decay_lr : LR updated to `0.00016032676` 2021-05-07 14:46:36.197: INFO @log_profile : T train: 30.781591 2021-05-07 14:46:36.197: INFO @log_profile : T read data: 0.388641 2021-05-07 14:46:36.197: INFO @log_profile : T hooks: 3.184969 2021-05-07 14:46:36.197: INFO @main_loop : Epoch 125 done 2021-05-07 14:46:36.197: INFO @main_loop : Training epoch 126 2021-05-07 14:47:08.296: INFO @log_variables: train loss nanmean: 3.147525 2021-05-07 14:47:08.297: INFO @log_variables: train age_loss mean: 3.752177 2021-05-07 14:47:08.297: INFO @log_variables: train gender_loss mean: 0.372454 2021-05-07 14:47:08.297: INFO @log_variables: train age_mae mean: 11.676977 2021-05-07 14:47:08.297: INFO @log_variables: train gender_accuracy mean: 0.832321 2021-05-07 14:47:08.297: INFO @log_variables: train gender_confidence/loss nanmean: 0.074277 2021-05-07 14:47:08.297: INFO @log_variables: train gender_confidence/accuracy mean: 0.739656 2021-05-07 14:47:08.297: INFO @log_variables: train age_confidence/loss mean: 0.047516 2021-05-07 14:47:08.297: INFO @log_variables: train age_confidence/accuracy mean: 0.739077 2021-05-07 14:47:08.297: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 14:47:08.298: INFO @metrics_hook: train age_mae: 11.677 +-0.164 (13824) 2021-05-07 14:47:08.300: INFO @metrics_hook: train gender_accuracy: 0.832 +-0.006 (13824) 2021-05-07 14:47:10.854: INFO @decay_lr : LR updated to `0.00015952512` 2021-05-07 14:47:10.856: INFO @log_profile : T train: 31.088189 2021-05-07 14:47:10.856: INFO @log_profile : T read data: 0.377930 2021-05-07 14:47:10.856: INFO @log_profile : T hooks: 3.129583 2021-05-07 14:47:10.856: INFO @main_loop : Epoch 126 done 2021-05-07 14:47:10.856: INFO @main_loop : Training epoch 127 2021-05-07 14:47:42.819: INFO @log_variables: train loss nanmean: 3.144563 2021-05-07 14:47:42.819: INFO @log_variables: train age_loss mean: 3.734784 2021-05-07 14:47:42.819: INFO @log_variables: train gender_loss mean: 0.375394 2021-05-07 14:47:42.819: INFO @log_variables: train age_mae mean: 11.567926 2021-05-07 14:47:42.819: INFO @log_variables: train gender_accuracy mean: 0.830955 2021-05-07 14:47:42.819: INFO @log_variables: train gender_confidence/loss nanmean: 0.075462 2021-05-07 14:47:42.819: INFO @log_variables: train gender_confidence/accuracy mean: 0.730789 2021-05-07 14:47:42.819: INFO @log_variables: train age_confidence/loss mean: 0.047482 2021-05-07 14:47:42.820: INFO @log_variables: train age_confidence/accuracy mean: 0.736728 2021-05-07 14:47:42.820: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 14:47:42.821: INFO @metrics_hook: train age_mae: 11.568 +-0.164 (13807) 2021-05-07 14:47:42.822: INFO @metrics_hook: train gender_accuracy: 0.831 +-0.006 (13807) 2021-05-07 14:47:45.379: INFO @decay_lr : LR updated to `0.0001587275` 2021-05-07 14:47:45.383: INFO @log_profile : T train: 30.800117 2021-05-07 14:47:45.383: INFO @log_profile : T read data: 0.515026 2021-05-07 14:47:45.383: INFO @log_profile : T hooks: 3.145883 2021-05-07 14:47:45.383: INFO @main_loop : Epoch 127 done 2021-05-07 14:47:45.383: INFO @main_loop : Training epoch 128 2021-05-07 14:48:17.561: INFO @log_variables: train loss nanmean: 3.165686 2021-05-07 14:48:17.563: INFO @log_variables: train age_loss mean: 3.752622 2021-05-07 14:48:17.564: INFO @log_variables: train gender_loss mean: 0.382390 2021-05-07 14:48:17.564: INFO @log_variables: train age_mae mean: 11.706168 2021-05-07 14:48:17.564: INFO @log_variables: train gender_accuracy mean: 0.827402 2021-05-07 14:48:17.564: INFO @log_variables: train gender_confidence/loss nanmean: 0.074802 2021-05-07 14:48:17.564: INFO @log_variables: train gender_confidence/accuracy mean: 0.736690 2021-05-07 14:48:17.564: INFO @log_variables: train age_confidence/loss mean: 0.047602 2021-05-07 14:48:17.564: INFO @log_variables: train age_confidence/accuracy mean: 0.735388 2021-05-07 14:48:17.564: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 14:48:17.566: INFO @metrics_hook: train age_mae: 11.706 +-0.166 (13824) 2021-05-07 14:48:17.570: INFO @metrics_hook: train gender_accuracy: 0.827 +-0.006 (13824) 2021-05-07 14:48:20.147: INFO @decay_lr : LR updated to `0.00015793387` 2021-05-07 14:48:20.149: INFO @log_profile : T train: 31.165692 2021-05-07 14:48:20.149: INFO @log_profile : T read data: 0.376825 2021-05-07 14:48:20.149: INFO @log_profile : T hooks: 3.158288 2021-05-07 14:48:20.149: INFO @main_loop : Epoch 128 done 2021-05-07 14:48:20.149: INFO @main_loop : Training epoch 129 2021-05-07 14:48:51.948: INFO @log_variables: train loss nanmean: 3.095448 2021-05-07 14:48:51.948: INFO @log_variables: train age_loss mean: 3.739868 2021-05-07 14:48:51.948: INFO @log_variables: train gender_loss mean: 0.371105 2021-05-07 14:48:51.948: INFO @log_variables: train age_mae mean: 11.622332 2021-05-07 14:48:51.948: INFO @log_variables: train gender_accuracy mean: 0.830657 2021-05-07 14:48:51.948: INFO @log_variables: train gender_confidence/loss nanmean: 0.073814 2021-05-07 14:48:51.948: INFO @log_variables: train gender_confidence/accuracy mean: 0.744285 2021-05-07 14:48:51.948: INFO @log_variables: train age_confidence/loss mean: 0.047872 2021-05-07 14:48:51.948: INFO @log_variables: train age_confidence/accuracy mean: 0.732277 2021-05-07 14:48:51.949: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 14:48:51.951: INFO @metrics_hook: train age_mae: 11.622 +-0.165 (13824) 2021-05-07 14:48:51.954: INFO @metrics_hook: train gender_accuracy: 0.831 +-0.006 (13824) 2021-05-07 14:48:54.477: INFO @decay_lr : LR updated to `0.0001571442` 2021-05-07 14:48:54.478: INFO @log_profile : T train: 30.783256 2021-05-07 14:48:54.479: INFO @log_profile : T read data: 0.374981 2021-05-07 14:48:54.479: INFO @log_profile : T hooks: 3.109417 2021-05-07 14:48:54.479: INFO @main_loop : Epoch 129 done 2021-05-07 14:48:54.479: INFO @main_loop : Training epoch 130 2021-05-07 14:49:26.374: INFO @log_variables: train loss nanmean: 3.126100 2021-05-07 14:49:26.374: INFO @log_variables: train age_loss mean: 3.752431 2021-05-07 14:49:26.374: INFO @log_variables: train gender_loss mean: 0.371118 2021-05-07 14:49:26.374: INFO @log_variables: train age_mae mean: 11.675036 2021-05-07 14:49:26.375: INFO @log_variables: train gender_accuracy mean: 0.830295 2021-05-07 14:49:26.375: INFO @log_variables: train gender_confidence/loss nanmean: 0.073866 2021-05-07 14:49:26.375: INFO @log_variables: train gender_confidence/accuracy mean: 0.738426 2021-05-07 14:49:26.375: INFO @log_variables: train age_confidence/loss mean: 0.047335 2021-05-07 14:49:26.375: INFO @log_variables: train age_confidence/accuracy mean: 0.736545 2021-05-07 14:49:26.375: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 14:49:26.377: INFO @metrics_hook: train age_mae: 11.675 +-0.164 (13824) 2021-05-07 14:49:26.380: INFO @metrics_hook: train gender_accuracy: 0.830 +-0.006 (13824) 2021-05-07 14:49:30.813: INFO @decay_lr : LR updated to `0.00015635848` 2021-05-07 14:49:30.814: INFO @log_profile : T train: 30.833239 2021-05-07 14:49:30.814: INFO @log_profile : T read data: 0.382778 2021-05-07 14:49:30.814: INFO @log_profile : T hooks: 5.055043 2021-05-07 14:49:30.815: INFO @main_loop : Epoch 130 done 2021-05-07 14:49:30.815: INFO @main_loop : Training epoch 131 2021-05-07 14:50:02.688: INFO @log_variables: train loss nanmean: 3.176032 2021-05-07 14:50:02.688: INFO @log_variables: train age_loss mean: 3.742616 2021-05-07 14:50:02.689: INFO @log_variables: train gender_loss mean: 0.370840 2021-05-07 14:50:02.689: INFO @log_variables: train age_mae mean: 11.522033 2021-05-07 14:50:02.689: INFO @log_variables: train gender_accuracy mean: 0.833188 2021-05-07 14:50:02.689: INFO @log_variables: train gender_confidence/loss nanmean: 0.075059 2021-05-07 14:50:02.689: INFO @log_variables: train gender_confidence/accuracy mean: 0.732363 2021-05-07 14:50:02.689: INFO @log_variables: train age_confidence/loss mean: 0.048147 2021-05-07 14:50:02.689: INFO @log_variables: train age_confidence/accuracy mean: 0.730190 2021-05-07 14:50:02.689: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 14:50:02.691: INFO @metrics_hook: train age_mae: 11.522 +-0.164 (13806) 2021-05-07 14:50:02.693: INFO @metrics_hook: train gender_accuracy: 0.833 +-0.006 (13806) 2021-05-07 14:50:05.242: INFO @decay_lr : LR updated to `0.0001555767` 2021-05-07 14:50:05.244: INFO @log_profile : T train: 30.684040 2021-05-07 14:50:05.244: INFO @log_profile : T read data: 0.521049 2021-05-07 14:50:05.244: INFO @log_profile : T hooks: 3.158305 2021-05-07 14:50:05.244: INFO @main_loop : Epoch 131 done 2021-05-07 14:50:05.244: INFO @main_loop : Training epoch 132 2021-05-07 14:50:37.115: INFO @log_variables: train loss nanmean: 3.149646 2021-05-07 14:50:37.115: INFO @log_variables: train age_loss mean: 3.746874 2021-05-07 14:50:37.115: INFO @log_variables: train gender_loss mean: 0.367262 2021-05-07 14:50:37.115: INFO @log_variables: train age_mae mean: 11.666632 2021-05-07 14:50:37.115: INFO @log_variables: train gender_accuracy mean: 0.835142 2021-05-07 14:50:37.116: INFO @log_variables: train gender_confidence/loss nanmean: 0.074734 2021-05-07 14:50:37.116: INFO @log_variables: train gender_confidence/accuracy mean: 0.745660 2021-05-07 14:50:37.116: INFO @log_variables: train age_confidence/loss mean: 0.046571 2021-05-07 14:50:37.116: INFO @log_variables: train age_confidence/accuracy mean: 0.747034 2021-05-07 14:50:37.116: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 14:50:37.117: INFO @metrics_hook: train age_mae: 11.667 +-0.164 (13824) 2021-05-07 14:50:37.118: INFO @metrics_hook: train gender_accuracy: 0.835 +-0.006 (13824) 2021-05-07 14:50:39.640: INFO @decay_lr : LR updated to `0.0001547988` 2021-05-07 14:50:39.642: INFO @log_profile : T train: 30.834079 2021-05-07 14:50:39.642: INFO @log_profile : T read data: 0.395157 2021-05-07 14:50:39.642: INFO @log_profile : T hooks: 3.102338 2021-05-07 14:50:39.642: INFO @main_loop : Epoch 132 done 2021-05-07 14:50:39.642: INFO @main_loop : Training epoch 133 2021-05-07 14:51:11.677: INFO @log_variables: train loss nanmean: 3.151544 2021-05-07 14:51:11.677: INFO @log_variables: train age_loss mean: 3.724701 2021-05-07 14:51:11.677: INFO @log_variables: train gender_loss mean: 0.378813 2021-05-07 14:51:11.677: INFO @log_variables: train age_mae mean: 11.638811 2021-05-07 14:51:11.677: INFO @log_variables: train gender_accuracy mean: 0.828270 2021-05-07 14:51:11.677: INFO @log_variables: train gender_confidence/loss nanmean: 0.074906 2021-05-07 14:51:11.677: INFO @log_variables: train gender_confidence/accuracy mean: 0.728371 2021-05-07 14:51:11.677: INFO @log_variables: train age_confidence/loss mean: 0.047575 2021-05-07 14:51:11.677: INFO @log_variables: train age_confidence/accuracy mean: 0.737630 2021-05-07 14:51:11.677: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 14:51:11.679: INFO @metrics_hook: train age_mae: 11.639 +-0.165 (13824) 2021-05-07 14:51:11.680: INFO @metrics_hook: train gender_accuracy: 0.828 +-0.006 (13824) 2021-05-07 14:51:14.189: INFO @decay_lr : LR updated to `0.00015402482` 2021-05-07 14:51:14.190: INFO @log_profile : T train: 31.011536 2021-05-07 14:51:14.191: INFO @log_profile : T read data: 0.382365 2021-05-07 14:51:14.191: INFO @log_profile : T hooks: 3.088856 2021-05-07 14:51:14.191: INFO @main_loop : Epoch 133 done 2021-05-07 14:51:14.191: INFO @main_loop : Training epoch 134 2021-05-07 14:51:46.417: INFO @log_variables: train loss nanmean: 3.131082 2021-05-07 14:51:46.418: INFO @log_variables: train age_loss mean: 3.733473 2021-05-07 14:51:46.418: INFO @log_variables: train gender_loss mean: 0.375942 2021-05-07 14:51:46.418: INFO @log_variables: train age_mae mean: 11.466294 2021-05-07 14:51:46.419: INFO @log_variables: train gender_accuracy mean: 0.830159 2021-05-07 14:51:46.419: INFO @log_variables: train gender_confidence/loss nanmean: 0.074401 2021-05-07 14:51:46.419: INFO @log_variables: train gender_confidence/accuracy mean: 0.743536 2021-05-07 14:51:46.419: INFO @log_variables: train age_confidence/loss mean: 0.047951 2021-05-07 14:51:46.419: INFO @log_variables: train age_confidence/accuracy mean: 0.734338 2021-05-07 14:51:46.419: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 14:51:46.423: INFO @metrics_hook: train age_mae: 11.466 +-0.163 (13807) 2021-05-07 14:51:46.425: INFO @metrics_hook: train gender_accuracy: 0.830 +-0.006 (13807) 2021-05-07 14:51:48.939: INFO @decay_lr : LR updated to `0.00015325469` 2021-05-07 14:51:48.940: INFO @log_profile : T train: 31.034998 2021-05-07 14:51:48.941: INFO @log_profile : T read data: 0.550648 2021-05-07 14:51:48.941: INFO @log_profile : T hooks: 3.098920 2021-05-07 14:51:48.941: INFO @main_loop : Epoch 134 done 2021-05-07 14:51:48.941: INFO @main_loop : Training epoch 135 2021-05-07 14:52:20.811: INFO @log_variables: train loss nanmean: 3.170564 2021-05-07 14:52:20.811: INFO @log_variables: train age_loss mean: 3.746097 2021-05-07 14:52:20.811: INFO @log_variables: train gender_loss mean: 0.369595 2021-05-07 14:52:20.811: INFO @log_variables: train age_mae mean: 11.686680 2021-05-07 14:52:20.811: INFO @log_variables: train gender_accuracy mean: 0.834852 2021-05-07 14:52:20.811: INFO @log_variables: train gender_confidence/loss nanmean: 0.074842 2021-05-07 14:52:20.812: INFO @log_variables: train gender_confidence/accuracy mean: 0.735605 2021-05-07 14:52:20.812: INFO @log_variables: train age_confidence/loss mean: 0.047309 2021-05-07 14:52:20.812: INFO @log_variables: train age_confidence/accuracy mean: 0.739728 2021-05-07 14:52:20.812: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 14:52:20.813: INFO @metrics_hook: train age_mae: 11.687 +-0.165 (13824) 2021-05-07 14:52:20.815: INFO @metrics_hook: train gender_accuracy: 0.835 +-0.006 (13824) 2021-05-07 14:52:23.358: INFO @decay_lr : LR updated to `0.00015248841` 2021-05-07 14:52:23.359: INFO @log_profile : T train: 30.834557 2021-05-07 14:52:23.359: INFO @log_profile : T read data: 0.382237 2021-05-07 14:52:23.359: INFO @log_profile : T hooks: 3.137260 2021-05-07 14:52:23.360: INFO @main_loop : Epoch 135 done 2021-05-07 14:52:23.360: INFO @main_loop : Training epoch 136 2021-05-07 14:52:55.267: INFO @log_variables: train loss nanmean: 3.153131 2021-05-07 14:52:55.269: INFO @log_variables: train age_loss mean: 3.731881 2021-05-07 14:52:55.269: INFO @log_variables: train gender_loss mean: 0.375687 2021-05-07 14:52:55.269: INFO @log_variables: train age_mae mean: 11.477172 2021-05-07 14:52:55.269: INFO @log_variables: train gender_accuracy mean: 0.829716 2021-05-07 14:52:55.269: INFO @log_variables: train gender_confidence/loss nanmean: 0.074160 2021-05-07 14:52:55.269: INFO @log_variables: train gender_confidence/accuracy mean: 0.744358 2021-05-07 14:52:55.269: INFO @log_variables: train age_confidence/loss mean: 0.047890 2021-05-07 14:52:55.269: INFO @log_variables: train age_confidence/accuracy mean: 0.734664 2021-05-07 14:52:55.269: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 14:52:55.271: INFO @metrics_hook: train age_mae: 11.477 +-0.165 (13824) 2021-05-07 14:52:55.272: INFO @metrics_hook: train gender_accuracy: 0.830 +-0.006 (13824) 2021-05-07 14:52:57.793: INFO @decay_lr : LR updated to `0.00015172597` 2021-05-07 14:52:57.795: INFO @log_profile : T train: 30.885593 2021-05-07 14:52:57.795: INFO @log_profile : T read data: 0.374880 2021-05-07 14:52:57.795: INFO @log_profile : T hooks: 3.112431 2021-05-07 14:52:57.795: INFO @main_loop : Epoch 136 done 2021-05-07 14:52:57.795: INFO @main_loop : Training epoch 137 2021-05-07 14:53:29.882: INFO @log_variables: train loss nanmean: 3.118290 2021-05-07 14:53:29.884: INFO @log_variables: train age_loss mean: 3.724553 2021-05-07 14:53:29.884: INFO @log_variables: train gender_loss mean: 0.363256 2021-05-07 14:53:29.884: INFO @log_variables: train age_mae mean: 11.373280 2021-05-07 14:53:29.884: INFO @log_variables: train gender_accuracy mean: 0.833767 2021-05-07 14:53:29.885: INFO @log_variables: train gender_confidence/loss nanmean: 0.073616 2021-05-07 14:53:29.885: INFO @log_variables: train gender_confidence/accuracy mean: 0.747541 2021-05-07 14:53:29.885: INFO @log_variables: train age_confidence/loss mean: 0.048374 2021-05-07 14:53:29.885: INFO @log_variables: train age_confidence/accuracy mean: 0.733362 2021-05-07 14:53:29.885: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 14:53:29.887: INFO @metrics_hook: train age_mae: 11.373 +-0.162 (13824) 2021-05-07 14:53:29.889: INFO @metrics_hook: train gender_accuracy: 0.834 +-0.006 (13824) 2021-05-07 14:53:32.398: INFO @decay_lr : LR updated to `0.00015096733` 2021-05-07 14:53:32.399: INFO @log_profile : T train: 31.042622 2021-05-07 14:53:32.399: INFO @log_profile : T read data: 0.391856 2021-05-07 14:53:32.399: INFO @log_profile : T hooks: 3.105654 2021-05-07 14:53:32.399: INFO @main_loop : Epoch 137 done 2021-05-07 14:53:32.399: INFO @main_loop : Training epoch 138 2021-05-07 14:54:04.421: INFO @log_variables: train loss nanmean: 3.139917 2021-05-07 14:54:04.421: INFO @log_variables: train age_loss mean: 3.716243 2021-05-07 14:54:04.421: INFO @log_variables: train gender_loss mean: 0.371029 2021-05-07 14:54:04.421: INFO @log_variables: train age_mae mean: 11.343837 2021-05-07 14:54:04.421: INFO @log_variables: train gender_accuracy mean: 0.830883 2021-05-07 14:54:04.421: INFO @log_variables: train gender_confidence/loss nanmean: 0.074292 2021-05-07 14:54:04.421: INFO @log_variables: train gender_confidence/accuracy mean: 0.737742 2021-05-07 14:54:04.421: INFO @log_variables: train age_confidence/loss mean: 0.048510 2021-05-07 14:54:04.421: INFO @log_variables: train age_confidence/accuracy mean: 0.730644 2021-05-07 14:54:04.421: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 14:54:04.423: INFO @metrics_hook: train age_mae: 11.344 +-0.164 (13807) 2021-05-07 14:54:04.425: INFO @metrics_hook: train gender_accuracy: 0.831 +-0.006 (13807) 2021-05-07 14:54:07.029: INFO @decay_lr : LR updated to `0.0001502125` 2021-05-07 14:54:07.030: INFO @log_profile : T train: 30.872373 2021-05-07 14:54:07.030: INFO @log_profile : T read data: 0.519599 2021-05-07 14:54:07.030: INFO @log_profile : T hooks: 3.177550 2021-05-07 14:54:07.030: INFO @main_loop : Epoch 138 done 2021-05-07 14:54:07.030: INFO @main_loop : Training epoch 139 2021-05-07 14:54:38.951: INFO @log_variables: train loss nanmean: 3.100138 2021-05-07 14:54:38.952: INFO @log_variables: train age_loss mean: 3.724569 2021-05-07 14:54:38.952: INFO @log_variables: train gender_loss mean: 0.360139 2021-05-07 14:54:38.952: INFO @log_variables: train age_mae mean: 11.412894 2021-05-07 14:54:38.952: INFO @log_variables: train gender_accuracy mean: 0.841580 2021-05-07 14:54:38.952: INFO @log_variables: train gender_confidence/loss nanmean: 0.075470 2021-05-07 14:54:38.952: INFO @log_variables: train gender_confidence/accuracy mean: 0.742983 2021-05-07 14:54:38.952: INFO @log_variables: train age_confidence/loss mean: 0.047828 2021-05-07 14:54:38.952: INFO @log_variables: train age_confidence/accuracy mean: 0.734230 2021-05-07 14:54:38.952: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 14:54:38.954: INFO @metrics_hook: train age_mae: 11.413 +-0.161 (13824) 2021-05-07 14:54:38.956: INFO @metrics_hook: train gender_accuracy: 0.842 +-0.006 (13824) 2021-05-07 14:54:41.494: INFO @decay_lr : LR updated to `0.00014946143` 2021-05-07 14:54:41.496: INFO @log_profile : T train: 30.913424 2021-05-07 14:54:41.496: INFO @log_profile : T read data: 0.377458 2021-05-07 14:54:41.496: INFO @log_profile : T hooks: 3.111440 2021-05-07 14:54:41.496: INFO @main_loop : Epoch 139 done 2021-05-07 14:54:41.496: INFO @main_loop : Training epoch 140 2021-05-07 14:55:13.620: INFO @log_variables: train loss nanmean: 3.121601 2021-05-07 14:55:13.620: INFO @log_variables: train age_loss mean: 3.731502 2021-05-07 14:55:13.620: INFO @log_variables: train gender_loss mean: 0.367240 2021-05-07 14:55:13.620: INFO @log_variables: train age_mae mean: 11.419316 2021-05-07 14:55:13.620: INFO @log_variables: train gender_accuracy mean: 0.833116 2021-05-07 14:55:13.620: INFO @log_variables: train gender_confidence/loss nanmean: 0.075292 2021-05-07 14:55:13.620: INFO @log_variables: train gender_confidence/accuracy mean: 0.737051 2021-05-07 14:55:13.620: INFO @log_variables: train age_confidence/loss mean: 0.048031 2021-05-07 14:55:13.620: INFO @log_variables: train age_confidence/accuracy mean: 0.729094 2021-05-07 14:55:13.620: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 14:55:13.622: INFO @metrics_hook: train age_mae: 11.419 +-0.162 (13824) 2021-05-07 14:55:13.624: INFO @metrics_hook: train gender_accuracy: 0.833 +-0.006 (13824) 2021-05-07 14:55:16.117: INFO @decay_lr : LR updated to `0.00014871411` 2021-05-07 14:55:16.118: INFO @log_profile : T train: 31.072371 2021-05-07 14:55:16.118: INFO @log_profile : T read data: 0.400479 2021-05-07 14:55:16.118: INFO @log_profile : T hooks: 3.084670 2021-05-07 14:55:16.118: INFO @main_loop : Epoch 140 done 2021-05-07 14:55:16.119: INFO @main_loop : Training epoch 141 2021-05-07 14:55:47.643: INFO @log_variables: train loss nanmean: 3.103386 2021-05-07 14:55:47.643: INFO @log_variables: train age_loss mean: 3.732731 2021-05-07 14:55:47.643: INFO @log_variables: train gender_loss mean: 0.360234 2021-05-07 14:55:47.643: INFO @log_variables: train age_mae mean: 11.414941 2021-05-07 14:55:47.643: INFO @log_variables: train gender_accuracy mean: 0.836749 2021-05-07 14:55:47.643: INFO @log_variables: train gender_confidence/loss nanmean: 0.073797 2021-05-07 14:55:47.643: INFO @log_variables: train gender_confidence/accuracy mean: 0.743319 2021-05-07 14:55:47.643: INFO @log_variables: train age_confidence/loss mean: 0.048306 2021-05-07 14:55:47.643: INFO @log_variables: train age_confidence/accuracy mean: 0.732599 2021-05-07 14:55:47.643: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 14:55:47.645: INFO @metrics_hook: train age_mae: 11.415 +-0.165 (13807) 2021-05-07 14:55:47.647: INFO @metrics_hook: train gender_accuracy: 0.837 +-0.006 (13807) 2021-05-07 14:55:50.152: INFO @decay_lr : LR updated to `0.00014797054` 2021-05-07 14:55:50.154: INFO @log_profile : T train: 30.325134 2021-05-07 14:55:50.154: INFO @log_profile : T read data: 0.547375 2021-05-07 14:55:50.154: INFO @log_profile : T hooks: 3.096155 2021-05-07 14:55:50.154: INFO @main_loop : Epoch 141 done 2021-05-07 14:55:50.154: INFO @main_loop : Training epoch 142 2021-05-07 14:56:21.852: INFO @log_variables: train loss nanmean: 3.149207 2021-05-07 14:56:21.853: INFO @log_variables: train age_loss mean: 3.727867 2021-05-07 14:56:21.853: INFO @log_variables: train gender_loss mean: 0.373766 2021-05-07 14:56:21.853: INFO @log_variables: train age_mae mean: 11.467146 2021-05-07 14:56:21.853: INFO @log_variables: train gender_accuracy mean: 0.830657 2021-05-07 14:56:21.853: INFO @log_variables: train gender_confidence/loss nanmean: 0.074147 2021-05-07 14:56:21.853: INFO @log_variables: train gender_confidence/accuracy mean: 0.739945 2021-05-07 14:56:21.853: INFO @log_variables: train age_confidence/loss mean: 0.047512 2021-05-07 14:56:21.853: INFO @log_variables: train age_confidence/accuracy mean: 0.738354 2021-05-07 14:56:21.854: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 14:56:21.855: INFO @metrics_hook: train age_mae: 11.467 +-0.162 (13824) 2021-05-07 14:56:21.857: INFO @metrics_hook: train gender_accuracy: 0.831 +-0.006 (13824) 2021-05-07 14:56:24.411: INFO @decay_lr : LR updated to `0.00014723069` 2021-05-07 14:56:24.412: INFO @log_profile : T train: 30.661688 2021-05-07 14:56:24.412: INFO @log_profile : T read data: 0.387653 2021-05-07 14:56:24.412: INFO @log_profile : T hooks: 3.145266 2021-05-07 14:56:24.412: INFO @main_loop : Epoch 142 done 2021-05-07 14:56:24.412: INFO @main_loop : Training epoch 143 2021-05-07 14:56:55.642: INFO @log_variables: train loss nanmean: 3.125456 2021-05-07 14:56:55.643: INFO @log_variables: train age_loss mean: 3.740889 2021-05-07 14:56:55.643: INFO @log_variables: train gender_loss mean: 0.361396 2021-05-07 14:56:55.643: INFO @log_variables: train age_mae mean: 11.389965 2021-05-07 14:56:55.643: INFO @log_variables: train gender_accuracy mean: 0.837095 2021-05-07 14:56:55.643: INFO @log_variables: train gender_confidence/loss nanmean: 0.073731 2021-05-07 14:56:55.643: INFO @log_variables: train gender_confidence/accuracy mean: 0.748409 2021-05-07 14:56:55.643: INFO @log_variables: train age_confidence/loss mean: 0.048751 2021-05-07 14:56:55.643: INFO @log_variables: train age_confidence/accuracy mean: 0.728588 2021-05-07 14:56:55.643: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 14:56:55.645: INFO @metrics_hook: train age_mae: 11.390 +-0.163 (13824) 2021-05-07 14:56:55.648: INFO @metrics_hook: train gender_accuracy: 0.837 +-0.006 (13824) 2021-05-07 14:56:58.152: INFO @decay_lr : LR updated to `0.00014649454` 2021-05-07 14:56:58.154: INFO @log_profile : T train: 30.204088 2021-05-07 14:56:58.154: INFO @log_profile : T read data: 0.377604 2021-05-07 14:56:58.154: INFO @log_profile : T hooks: 3.097868 2021-05-07 14:56:58.155: INFO @main_loop : Epoch 143 done 2021-05-07 14:56:58.155: INFO @main_loop : Training epoch 144 2021-05-07 14:57:30.108: INFO @log_variables: train loss nanmean: 3.126140 2021-05-07 14:57:30.109: INFO @log_variables: train age_loss mean: 3.721047 2021-05-07 14:57:30.109: INFO @log_variables: train gender_loss mean: 0.364960 2021-05-07 14:57:30.109: INFO @log_variables: train age_mae mean: 11.235305 2021-05-07 14:57:30.109: INFO @log_variables: train gender_accuracy mean: 0.838126 2021-05-07 14:57:30.109: INFO @log_variables: train gender_confidence/loss nanmean: 0.075526 2021-05-07 14:57:30.109: INFO @log_variables: train gender_confidence/accuracy mean: 0.735496 2021-05-07 14:57:30.109: INFO @log_variables: train age_confidence/loss mean: 0.048793 2021-05-07 14:57:30.109: INFO @log_variables: train age_confidence/accuracy mean: 0.730209 2021-05-07 14:57:30.109: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 14:57:30.112: INFO @metrics_hook: train age_mae: 11.235 +-0.161 (13807) 2021-05-07 14:57:30.116: INFO @metrics_hook: train gender_accuracy: 0.838 +-0.006 (13807) 2021-05-07 14:57:32.681: INFO @decay_lr : LR updated to `0.00014576207` 2021-05-07 14:57:32.685: INFO @log_profile : T train: 30.794788 2021-05-07 14:57:32.685: INFO @log_profile : T read data: 0.520652 2021-05-07 14:57:32.685: INFO @log_profile : T hooks: 3.152153 2021-05-07 14:57:32.685: INFO @main_loop : Epoch 144 done 2021-05-07 14:57:32.685: INFO @main_loop : Training epoch 145 2021-05-07 14:58:03.610: INFO @log_variables: train loss nanmean: 3.142939 2021-05-07 14:58:03.610: INFO @log_variables: train age_loss mean: 3.723035 2021-05-07 14:58:03.610: INFO @log_variables: train gender_loss mean: 0.361021 2021-05-07 14:58:03.610: INFO @log_variables: train age_mae mean: 11.290828 2021-05-07 14:58:03.610: INFO @log_variables: train gender_accuracy mean: 0.834997 2021-05-07 14:58:03.610: INFO @log_variables: train gender_confidence/loss nanmean: 0.073600 2021-05-07 14:58:03.611: INFO @log_variables: train gender_confidence/accuracy mean: 0.743056 2021-05-07 14:58:03.611: INFO @log_variables: train age_confidence/loss mean: 0.048604 2021-05-07 14:58:03.611: INFO @log_variables: train age_confidence/accuracy mean: 0.727865 2021-05-07 14:58:03.611: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 14:58:03.612: INFO @metrics_hook: train age_mae: 11.291 +-0.163 (13824) 2021-05-07 14:58:03.614: INFO @metrics_hook: train gender_accuracy: 0.835 +-0.006 (13824) 2021-05-07 14:58:06.173: INFO @decay_lr : LR updated to `0.00014503326` 2021-05-07 14:58:06.175: INFO @log_profile : T train: 29.904234 2021-05-07 14:58:06.175: INFO @log_profile : T read data: 0.381940 2021-05-07 14:58:06.175: INFO @log_profile : T hooks: 3.139864 2021-05-07 14:58:06.175: INFO @main_loop : Epoch 145 done 2021-05-07 14:58:06.175: INFO @main_loop : Training epoch 146 2021-05-07 14:58:38.087: INFO @log_variables: train loss nanmean: 3.083428 2021-05-07 14:58:38.088: INFO @log_variables: train age_loss mean: 3.726222 2021-05-07 14:58:38.088: INFO @log_variables: train gender_loss mean: 0.361488 2021-05-07 14:58:38.088: INFO @log_variables: train age_mae mean: 11.341118 2021-05-07 14:58:38.088: INFO @log_variables: train gender_accuracy mean: 0.835938 2021-05-07 14:58:38.088: INFO @log_variables: train gender_confidence/loss nanmean: 0.074209 2021-05-07 14:58:38.089: INFO @log_variables: train gender_confidence/accuracy mean: 0.737992 2021-05-07 14:58:38.089: INFO @log_variables: train age_confidence/loss mean: 0.048450 2021-05-07 14:58:38.089: INFO @log_variables: train age_confidence/accuracy mean: 0.730975 2021-05-07 14:58:38.089: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 14:58:38.093: INFO @metrics_hook: train age_mae: 11.341 +-0.164 (13824) 2021-05-07 14:58:38.094: INFO @metrics_hook: train gender_accuracy: 0.836 +-0.006 (13824) 2021-05-07 14:58:40.668: INFO @decay_lr : LR updated to `0.0001443081` 2021-05-07 14:58:40.670: INFO @log_profile : T train: 30.924354 2021-05-07 14:58:40.670: INFO @log_profile : T read data: 0.367426 2021-05-07 14:58:40.670: INFO @log_profile : T hooks: 3.140880 2021-05-07 14:58:40.670: INFO @main_loop : Epoch 146 done 2021-05-07 14:58:40.670: INFO @main_loop : Training epoch 147 2021-05-07 14:59:11.569: INFO @log_variables: train loss nanmean: 3.118312 2021-05-07 14:59:11.569: INFO @log_variables: train age_loss mean: 3.715367 2021-05-07 14:59:11.569: INFO @log_variables: train gender_loss mean: 0.364770 2021-05-07 14:59:11.569: INFO @log_variables: train age_mae mean: 11.303135 2021-05-07 14:59:11.569: INFO @log_variables: train gender_accuracy mean: 0.833623 2021-05-07 14:59:11.569: INFO @log_variables: train gender_confidence/loss nanmean: 0.073364 2021-05-07 14:59:11.569: INFO @log_variables: train gender_confidence/accuracy mean: 0.740958 2021-05-07 14:59:11.569: INFO @log_variables: train age_confidence/loss mean: 0.048507 2021-05-07 14:59:11.569: INFO @log_variables: train age_confidence/accuracy mean: 0.728226 2021-05-07 14:59:11.569: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 14:59:11.571: INFO @metrics_hook: train age_mae: 11.303 +-0.164 (13824) 2021-05-07 14:59:11.573: INFO @metrics_hook: train gender_accuracy: 0.834 +-0.006 (13824) 2021-05-07 14:59:14.225: INFO @decay_lr : LR updated to `0.00014358656` 2021-05-07 14:59:14.226: INFO @log_profile : T train: 29.889893 2021-05-07 14:59:14.227: INFO @log_profile : T read data: 0.376783 2021-05-07 14:59:14.227: INFO @log_profile : T hooks: 3.227382 2021-05-07 14:59:14.227: INFO @main_loop : Epoch 147 done 2021-05-07 14:59:14.227: INFO @main_loop : Training epoch 148 2021-05-07 14:59:46.252: INFO @log_variables: train loss nanmean: 3.091437 2021-05-07 14:59:46.253: INFO @log_variables: train age_loss mean: 3.723555 2021-05-07 14:59:46.253: INFO @log_variables: train gender_loss mean: 0.361533 2021-05-07 14:59:46.253: INFO @log_variables: train age_mae mean: 11.337278 2021-05-07 14:59:46.253: INFO @log_variables: train gender_accuracy mean: 0.839429 2021-05-07 14:59:46.253: INFO @log_variables: train gender_confidence/loss nanmean: 0.074576 2021-05-07 14:59:46.253: INFO @log_variables: train gender_confidence/accuracy mean: 0.742522 2021-05-07 14:59:46.253: INFO @log_variables: train age_confidence/loss mean: 0.048955 2021-05-07 14:59:46.253: INFO @log_variables: train age_confidence/accuracy mean: 0.723981 2021-05-07 14:59:46.253: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 14:59:46.257: INFO @metrics_hook: train age_mae: 11.337 +-0.163 (13807) 2021-05-07 14:59:46.260: INFO @metrics_hook: train gender_accuracy: 0.839 +-0.006 (13807) 2021-05-07 14:59:48.410: INFO @decay_lr : LR updated to `0.00014286862` 2021-05-07 14:59:48.411: INFO @log_profile : T train: 30.866623 2021-05-07 14:59:48.411: INFO @log_profile : T read data: 0.518458 2021-05-07 14:59:48.411: INFO @log_profile : T hooks: 2.733886 2021-05-07 14:59:48.411: INFO @main_loop : Epoch 148 done 2021-05-07 14:59:48.411: INFO @main_loop : Training epoch 149 2021-05-07 15:00:20.354: INFO @log_variables: train loss nanmean: 3.142981 2021-05-07 15:00:20.355: INFO @log_variables: train age_loss mean: 3.722318 2021-05-07 15:00:20.355: INFO @log_variables: train gender_loss mean: 0.350829 2021-05-07 15:00:20.355: INFO @log_variables: train age_mae mean: 11.334934 2021-05-07 15:00:20.355: INFO @log_variables: train gender_accuracy mean: 0.844112 2021-05-07 15:00:20.355: INFO @log_variables: train gender_confidence/loss nanmean: 0.074210 2021-05-07 15:00:20.355: INFO @log_variables: train gender_confidence/accuracy mean: 0.747757 2021-05-07 15:00:20.355: INFO @log_variables: train age_confidence/loss mean: 0.048089 2021-05-07 15:00:20.355: INFO @log_variables: train age_confidence/accuracy mean: 0.735026 2021-05-07 15:00:20.355: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 15:00:20.358: INFO @metrics_hook: train age_mae: 11.335 +-0.162 (13824) 2021-05-07 15:00:20.360: INFO @metrics_hook: train gender_accuracy: 0.844 +-0.006 (13824) 2021-05-07 15:00:22.832: INFO @decay_lr : LR updated to `0.00014215428` 2021-05-07 15:00:22.833: INFO @log_profile : T train: 30.924597 2021-05-07 15:00:22.833: INFO @log_profile : T read data: 0.370041 2021-05-07 15:00:22.833: INFO @log_profile : T hooks: 3.066451 2021-05-07 15:00:22.834: INFO @main_loop : Epoch 149 done 2021-05-07 15:00:22.834: INFO @main_loop : Training epoch 150 2021-05-07 15:00:54.924: INFO @log_variables: train loss nanmean: 3.094095 2021-05-07 15:00:54.926: INFO @log_variables: train age_loss mean: 3.730544 2021-05-07 15:00:54.927: INFO @log_variables: train gender_loss mean: 0.359600 2021-05-07 15:00:54.927: INFO @log_variables: train age_mae mean: 11.327538 2021-05-07 15:00:54.927: INFO @log_variables: train gender_accuracy mean: 0.834780 2021-05-07 15:00:54.927: INFO @log_variables: train gender_confidence/loss nanmean: 0.074171 2021-05-07 15:00:54.928: INFO @log_variables: train gender_confidence/accuracy mean: 0.737051 2021-05-07 15:00:54.928: INFO @log_variables: train age_confidence/loss mean: 0.048670 2021-05-07 15:00:54.928: INFO @log_variables: train age_confidence/accuracy mean: 0.729311 2021-05-07 15:00:54.928: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 15:00:54.930: INFO @metrics_hook: train age_mae: 11.328 +-0.162 (13824) 2021-05-07 15:00:54.933: INFO @metrics_hook: train gender_accuracy: 0.835 +-0.006 (13824) 2021-05-07 15:00:57.411: INFO @decay_lr : LR updated to `0.00014144351` 2021-05-07 15:00:57.413: INFO @log_profile : T train: 31.054192 2021-05-07 15:00:57.413: INFO @log_profile : T read data: 0.394863 2021-05-07 15:00:57.413: INFO @log_profile : T hooks: 3.062129 2021-05-07 15:00:57.413: INFO @main_loop : Epoch 150 done 2021-05-07 15:00:57.413: INFO @main_loop : Training epoch 151 2021-05-07 15:01:29.302: INFO @log_variables: train loss nanmean: 3.133476 2021-05-07 15:01:29.304: INFO @log_variables: train age_loss mean: 3.716183 2021-05-07 15:01:29.304: INFO @log_variables: train gender_loss mean: 0.365014 2021-05-07 15:01:29.304: INFO @log_variables: train age_mae mean: 11.303809 2021-05-07 15:01:29.304: INFO @log_variables: train gender_accuracy mean: 0.835735 2021-05-07 15:01:29.304: INFO @log_variables: train gender_confidence/loss nanmean: 0.074385 2021-05-07 15:01:29.304: INFO @log_variables: train gender_confidence/accuracy mean: 0.738901 2021-05-07 15:01:29.304: INFO @log_variables: train age_confidence/loss mean: 0.048511 2021-05-07 15:01:29.304: INFO @log_variables: train age_confidence/accuracy mean: 0.728906 2021-05-07 15:01:29.304: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 15:01:29.306: INFO @metrics_hook: train age_mae: 11.304 +-0.164 (13807) 2021-05-07 15:01:29.308: INFO @metrics_hook: train gender_accuracy: 0.836 +-0.006 (13807) 2021-05-07 15:01:31.812: INFO @decay_lr : LR updated to `0.00014073629` 2021-05-07 15:01:31.814: INFO @log_profile : T train: 30.709605 2021-05-07 15:01:31.814: INFO @log_profile : T read data: 0.523982 2021-05-07 15:01:31.814: INFO @log_profile : T hooks: 3.102195 2021-05-07 15:01:31.814: INFO @main_loop : Epoch 151 done 2021-05-07 15:01:31.814: INFO @main_loop : Training epoch 152 2021-05-07 15:02:03.716: INFO @log_variables: train loss nanmean: 3.108773 2021-05-07 15:02:03.716: INFO @log_variables: train age_loss mean: 3.711034 2021-05-07 15:02:03.716: INFO @log_variables: train gender_loss mean: 0.364315 2021-05-07 15:02:03.717: INFO @log_variables: train age_mae mean: 11.159245 2021-05-07 15:02:03.717: INFO @log_variables: train gender_accuracy mean: 0.835720 2021-05-07 15:02:03.717: INFO @log_variables: train gender_confidence/loss nanmean: 0.074320 2021-05-07 15:02:03.717: INFO @log_variables: train gender_confidence/accuracy mean: 0.745153 2021-05-07 15:02:03.717: INFO @log_variables: train age_confidence/loss mean: 0.048733 2021-05-07 15:02:03.717: INFO @log_variables: train age_confidence/accuracy mean: 0.726562 2021-05-07 15:02:03.717: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 15:02:03.719: INFO @metrics_hook: train age_mae: 11.159 +-0.159 (13824) 2021-05-07 15:02:03.720: INFO @metrics_hook: train gender_accuracy: 0.836 +-0.006 (13824) 2021-05-07 15:02:06.231: INFO @decay_lr : LR updated to `0.0001400326` 2021-05-07 15:02:06.233: INFO @log_profile : T train: 30.896048 2021-05-07 15:02:06.233: INFO @log_profile : T read data: 0.371081 2021-05-07 15:02:06.233: INFO @log_profile : T hooks: 3.089151 2021-05-07 15:02:06.233: INFO @main_loop : Epoch 152 done 2021-05-07 15:02:06.233: INFO @main_loop : Training epoch 153 2021-05-07 15:02:38.218: INFO @log_variables: train loss nanmean: 3.133037 2021-05-07 15:02:38.218: INFO @log_variables: train age_loss mean: 3.729951 2021-05-07 15:02:38.218: INFO @log_variables: train gender_loss mean: 0.354123 2021-05-07 15:02:38.218: INFO @log_variables: train age_mae mean: 11.290503 2021-05-07 15:02:38.218: INFO @log_variables: train gender_accuracy mean: 0.837601 2021-05-07 15:02:38.218: INFO @log_variables: train gender_confidence/loss nanmean: 0.072361 2021-05-07 15:02:38.218: INFO @log_variables: train gender_confidence/accuracy mean: 0.749783 2021-05-07 15:02:38.218: INFO @log_variables: train age_confidence/loss mean: 0.048555 2021-05-07 15:02:38.218: INFO @log_variables: train age_confidence/accuracy mean: 0.729311 2021-05-07 15:02:38.218: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 15:02:38.222: INFO @metrics_hook: train age_mae: 11.291 +-0.162 (13824) 2021-05-07 15:02:38.225: INFO @metrics_hook: train gender_accuracy: 0.838 +-0.006 (13824) 2021-05-07 15:02:40.766: INFO @decay_lr : LR updated to `0.00013933243` 2021-05-07 15:02:40.768: INFO @log_profile : T train: 30.941555 2021-05-07 15:02:40.768: INFO @log_profile : T read data: 0.384540 2021-05-07 15:02:40.768: INFO @log_profile : T hooks: 3.143280 2021-05-07 15:02:40.768: INFO @main_loop : Epoch 153 done 2021-05-07 15:02:40.768: INFO @main_loop : Training epoch 154 2021-05-07 15:03:12.745: INFO @log_variables: train loss nanmean: 3.070713 2021-05-07 15:03:12.746: INFO @log_variables: train age_loss mean: 3.718546 2021-05-07 15:03:12.746: INFO @log_variables: train gender_loss mean: 0.355305 2021-05-07 15:03:12.746: INFO @log_variables: train age_mae mean: 11.287663 2021-05-07 15:03:12.746: INFO @log_variables: train gender_accuracy mean: 0.841001 2021-05-07 15:03:12.746: INFO @log_variables: train gender_confidence/loss nanmean: 0.074164 2021-05-07 15:03:12.746: INFO @log_variables: train gender_confidence/accuracy mean: 0.744430 2021-05-07 15:03:12.746: INFO @log_variables: train age_confidence/loss mean: 0.048106 2021-05-07 15:03:12.746: INFO @log_variables: train age_confidence/accuracy mean: 0.734737 2021-05-07 15:03:12.746: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 15:03:12.748: INFO @metrics_hook: train age_mae: 11.288 +-0.163 (13824) 2021-05-07 15:03:12.750: INFO @metrics_hook: train gender_accuracy: 0.841 +-0.006 (13824) 2021-05-07 15:03:15.318: INFO @decay_lr : LR updated to `0.00013863578` 2021-05-07 15:03:15.320: INFO @log_profile : T train: 30.953806 2021-05-07 15:03:15.320: INFO @log_profile : T read data: 0.383013 2021-05-07 15:03:15.320: INFO @log_profile : T hooks: 3.151092 2021-05-07 15:03:15.320: INFO @main_loop : Epoch 154 done 2021-05-07 15:03:15.320: INFO @main_loop : Training epoch 155 2021-05-07 15:03:47.368: INFO @log_variables: train loss nanmean: 3.077975 2021-05-07 15:03:47.368: INFO @log_variables: train age_loss mean: 3.712431 2021-05-07 15:03:47.368: INFO @log_variables: train gender_loss mean: 0.360248 2021-05-07 15:03:47.368: INFO @log_variables: train age_mae mean: 11.184542 2021-05-07 15:03:47.368: INFO @log_variables: train gender_accuracy mean: 0.836025 2021-05-07 15:03:47.368: INFO @log_variables: train gender_confidence/loss nanmean: 0.072916 2021-05-07 15:03:47.368: INFO @log_variables: train gender_confidence/accuracy mean: 0.752300 2021-05-07 15:03:47.368: INFO @log_variables: train age_confidence/loss mean: 0.048439 2021-05-07 15:03:47.368: INFO @log_variables: train age_confidence/accuracy mean: 0.728906 2021-05-07 15:03:47.369: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 15:03:47.371: INFO @metrics_hook: train age_mae: 11.185 +-0.161 (13807) 2021-05-07 15:03:47.372: INFO @metrics_hook: train gender_accuracy: 0.836 +-0.006 (13807) 2021-05-07 15:03:49.896: INFO @decay_lr : LR updated to `0.0001379426` 2021-05-07 15:03:49.897: INFO @log_profile : T train: 30.885081 2021-05-07 15:03:49.897: INFO @log_profile : T read data: 0.522392 2021-05-07 15:03:49.897: INFO @log_profile : T hooks: 3.106594 2021-05-07 15:03:49.898: INFO @main_loop : Epoch 155 done 2021-05-07 15:03:49.898: INFO @main_loop : Training epoch 156 2021-05-07 15:04:21.770: INFO @log_variables: train loss nanmean: 3.068819 2021-05-07 15:04:21.770: INFO @log_variables: train age_loss mean: 3.703723 2021-05-07 15:04:21.770: INFO @log_variables: train gender_loss mean: 0.355127 2021-05-07 15:04:21.771: INFO @log_variables: train age_mae mean: 11.105153 2021-05-07 15:04:21.771: INFO @log_variables: train gender_accuracy mean: 0.838469 2021-05-07 15:04:21.771: INFO @log_variables: train gender_confidence/loss nanmean: 0.073921 2021-05-07 15:04:21.771: INFO @log_variables: train gender_confidence/accuracy mean: 0.739728 2021-05-07 15:04:21.771: INFO @log_variables: train age_confidence/loss mean: 0.048963 2021-05-07 15:04:21.771: INFO @log_variables: train age_confidence/accuracy mean: 0.725767 2021-05-07 15:04:21.771: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 15:04:21.772: INFO @metrics_hook: train age_mae: 11.105 +-0.160 (13824) 2021-05-07 15:04:21.774: INFO @metrics_hook: train gender_accuracy: 0.838 +-0.006 (13824) 2021-05-07 15:04:24.256: INFO @decay_lr : LR updated to `0.00013725288` 2021-05-07 15:04:24.258: INFO @log_profile : T train: 30.870023 2021-05-07 15:04:24.258: INFO @log_profile : T read data: 0.374007 2021-05-07 15:04:24.258: INFO @log_profile : T hooks: 3.053091 2021-05-07 15:04:24.258: INFO @main_loop : Epoch 156 done 2021-05-07 15:04:24.258: INFO @main_loop : Training epoch 157 2021-05-07 15:04:56.206: INFO @log_variables: train loss nanmean: 3.072712 2021-05-07 15:04:56.208: INFO @log_variables: train age_loss mean: 3.720354 2021-05-07 15:04:56.209: INFO @log_variables: train gender_loss mean: 0.345020 2021-05-07 15:04:56.211: INFO @log_variables: train age_mae mean: 11.265278 2021-05-07 15:04:56.212: INFO @log_variables: train gender_accuracy mean: 0.843895 2021-05-07 15:04:56.212: INFO @log_variables: train gender_confidence/loss nanmean: 0.072859 2021-05-07 15:04:56.212: INFO @log_variables: train gender_confidence/accuracy mean: 0.751881 2021-05-07 15:04:56.212: INFO @log_variables: train age_confidence/loss mean: 0.047943 2021-05-07 15:04:56.212: INFO @log_variables: train age_confidence/accuracy mean: 0.734447 2021-05-07 15:04:56.212: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 15:04:56.214: INFO @metrics_hook: train age_mae: 11.265 +-0.161 (13824) 2021-05-07 15:04:56.216: INFO @metrics_hook: train gender_accuracy: 0.844 +-0.006 (13824) 2021-05-07 15:04:58.837: INFO @decay_lr : LR updated to `0.00013656661` 2021-05-07 15:04:58.839: INFO @log_profile : T train: 30.922060 2021-05-07 15:04:58.839: INFO @log_profile : T read data: 0.384649 2021-05-07 15:04:58.839: INFO @log_profile : T hooks: 3.209624 2021-05-07 15:04:58.840: INFO @main_loop : Epoch 157 done 2021-05-07 15:04:58.840: INFO @main_loop : Training epoch 158 2021-05-07 15:05:29.928: INFO @log_variables: train loss nanmean: 3.070651 2021-05-07 15:05:29.928: INFO @log_variables: train age_loss mean: 3.700794 2021-05-07 15:05:29.928: INFO @log_variables: train gender_loss mean: 0.354151 2021-05-07 15:05:29.929: INFO @log_variables: train age_mae mean: 11.113738 2021-05-07 15:05:29.929: INFO @log_variables: train gender_accuracy mean: 0.841819 2021-05-07 15:05:29.929: INFO @log_variables: train gender_confidence/loss nanmean: 0.073555 2021-05-07 15:05:29.929: INFO @log_variables: train gender_confidence/accuracy mean: 0.744622 2021-05-07 15:05:29.929: INFO @log_variables: train age_confidence/loss mean: 0.049035 2021-05-07 15:05:29.929: INFO @log_variables: train age_confidence/accuracy mean: 0.726443 2021-05-07 15:05:29.929: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 15:05:29.930: INFO @metrics_hook: train age_mae: 11.114 +-0.161 (13807) 2021-05-07 15:05:29.932: INFO @metrics_hook: train gender_accuracy: 0.842 +-0.006 (13807) 2021-05-07 15:05:32.421: INFO @decay_lr : LR updated to `0.00013588378` 2021-05-07 15:05:32.423: INFO @log_profile : T train: 29.937781 2021-05-07 15:05:32.423: INFO @log_profile : T read data: 0.502905 2021-05-07 15:05:32.423: INFO @log_profile : T hooks: 3.079634 2021-05-07 15:05:32.424: INFO @main_loop : Epoch 158 done 2021-05-07 15:05:32.424: INFO @main_loop : Training epoch 159 2021-05-07 15:06:04.300: INFO @log_variables: train loss nanmean: 3.096335 2021-05-07 15:06:04.300: INFO @log_variables: train age_loss mean: 3.707382 2021-05-07 15:06:04.301: INFO @log_variables: train gender_loss mean: 0.357449 2021-05-07 15:06:04.301: INFO @log_variables: train age_mae mean: 11.066009 2021-05-07 15:06:04.301: INFO @log_variables: train gender_accuracy mean: 0.840350 2021-05-07 15:06:04.301: INFO @log_variables: train gender_confidence/loss nanmean: 0.073535 2021-05-07 15:06:04.301: INFO @log_variables: train gender_confidence/accuracy mean: 0.741609 2021-05-07 15:06:04.301: INFO @log_variables: train age_confidence/loss mean: 0.049198 2021-05-07 15:06:04.301: INFO @log_variables: train age_confidence/accuracy mean: 0.724899 2021-05-07 15:06:04.301: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 15:06:04.303: INFO @metrics_hook: train age_mae: 11.066 +-0.159 (13824) 2021-05-07 15:06:04.305: INFO @metrics_hook: train gender_accuracy: 0.840 +-0.006 (13824) 2021-05-07 15:06:06.839: INFO @decay_lr : LR updated to `0.00013520436` 2021-05-07 15:06:06.841: INFO @log_profile : T train: 30.875708 2021-05-07 15:06:06.841: INFO @log_profile : T read data: 0.371434 2021-05-07 15:06:06.841: INFO @log_profile : T hooks: 3.108103 2021-05-07 15:06:06.841: INFO @main_loop : Epoch 159 done 2021-05-07 15:06:06.841: INFO @main_loop : Training epoch 160 2021-05-07 15:06:37.710: INFO @log_variables: train loss nanmean: 3.144987 2021-05-07 15:06:37.710: INFO @log_variables: train age_loss mean: 3.717849 2021-05-07 15:06:37.710: INFO @log_variables: train gender_loss mean: 0.363830 2021-05-07 15:06:37.710: INFO @log_variables: train age_mae mean: 11.231174 2021-05-07 15:06:37.710: INFO @log_variables: train gender_accuracy mean: 0.833623 2021-05-07 15:06:37.711: INFO @log_variables: train gender_confidence/loss nanmean: 0.073721 2021-05-07 15:06:37.711: INFO @log_variables: train gender_confidence/accuracy mean: 0.742549 2021-05-07 15:06:37.711: INFO @log_variables: train age_confidence/loss mean: 0.048190 2021-05-07 15:06:37.711: INFO @log_variables: train age_confidence/accuracy mean: 0.735460 2021-05-07 15:06:37.711: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 15:06:37.712: INFO @metrics_hook: train age_mae: 11.231 +-0.162 (13824) 2021-05-07 15:06:37.714: INFO @metrics_hook: train gender_accuracy: 0.834 +-0.006 (13824) 2021-05-07 15:06:40.210: INFO @decay_lr : LR updated to `0.00013452834` 2021-05-07 15:06:40.211: INFO @log_profile : T train: 29.865130 2021-05-07 15:06:40.211: INFO @log_profile : T read data: 0.367768 2021-05-07 15:06:40.211: INFO @log_profile : T hooks: 3.073881 2021-05-07 15:06:40.211: INFO @main_loop : Epoch 160 done 2021-05-07 15:06:40.211: INFO @main_loop : Training epoch 161 2021-05-07 15:07:11.936: INFO @log_variables: train loss nanmean: 3.103212 2021-05-07 15:07:11.937: INFO @log_variables: train age_loss mean: 3.691781 2021-05-07 15:07:11.937: INFO @log_variables: train gender_loss mean: 0.356284 2021-05-07 15:07:11.937: INFO @log_variables: train age_mae mean: 11.033085 2021-05-07 15:07:11.937: INFO @log_variables: train gender_accuracy mean: 0.841713 2021-05-07 15:07:11.937: INFO @log_variables: train gender_confidence/loss nanmean: 0.073725 2021-05-07 15:07:11.937: INFO @log_variables: train gender_confidence/accuracy mean: 0.741662 2021-05-07 15:07:11.937: INFO @log_variables: train age_confidence/loss mean: 0.048878 2021-05-07 15:07:11.938: INFO @log_variables: train age_confidence/accuracy mean: 0.730883 2021-05-07 15:07:11.938: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 15:07:11.941: INFO @metrics_hook: train age_mae: 11.033 +-0.159 (13823) 2021-05-07 15:07:11.943: INFO @metrics_hook: train gender_accuracy: 0.842 +-0.006 (13823) 2021-05-07 15:07:16.854: INFO @decay_lr : LR updated to `0.00013385569` 2021-05-07 15:07:16.855: INFO @log_profile : T train: 30.713277 2021-05-07 15:07:16.855: INFO @log_profile : T read data: 0.360938 2021-05-07 15:07:16.855: INFO @log_profile : T hooks: 5.506920 2021-05-07 15:07:16.855: INFO @main_loop : Epoch 161 done 2021-05-07 15:07:16.855: INFO @main_loop : Training epoch 162 2021-05-07 15:07:47.979: INFO @log_variables: train loss nanmean: 3.078883 2021-05-07 15:07:47.980: INFO @log_variables: train age_loss mean: 3.714817 2021-05-07 15:07:47.980: INFO @log_variables: train gender_loss mean: 0.344046 2021-05-07 15:07:47.980: INFO @log_variables: train age_mae mean: 11.273339 2021-05-07 15:07:47.980: INFO @log_variables: train gender_accuracy mean: 0.844934 2021-05-07 15:07:47.980: INFO @log_variables: train gender_confidence/loss nanmean: 0.072944 2021-05-07 15:07:47.980: INFO @log_variables: train gender_confidence/accuracy mean: 0.758166 2021-05-07 15:07:47.980: INFO @log_variables: train age_confidence/loss mean: 0.048940 2021-05-07 15:07:47.980: INFO @log_variables: train age_confidence/accuracy mean: 0.727023 2021-05-07 15:07:47.980: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 15:07:47.983: INFO @metrics_hook: train age_mae: 11.273 +-0.162 (13807) 2021-05-07 15:07:47.985: INFO @metrics_hook: train gender_accuracy: 0.845 +-0.006 (13807) 2021-05-07 15:07:50.558: INFO @decay_lr : LR updated to `0.00013318642` 2021-05-07 15:07:50.559: INFO @log_profile : T train: 29.920166 2021-05-07 15:07:50.559: INFO @log_profile : T read data: 0.539727 2021-05-07 15:07:50.559: INFO @log_profile : T hooks: 3.177182 2021-05-07 15:07:50.559: INFO @main_loop : Epoch 162 done 2021-05-07 15:07:50.559: INFO @main_loop : Training epoch 163 2021-05-07 15:08:22.239: INFO @log_variables: train loss nanmean: 3.091106 2021-05-07 15:08:22.239: INFO @log_variables: train age_loss mean: 3.700354 2021-05-07 15:08:22.239: INFO @log_variables: train gender_loss mean: 0.352703 2021-05-07 15:08:22.239: INFO @log_variables: train age_mae mean: 11.167517 2021-05-07 15:08:22.239: INFO @log_variables: train gender_accuracy mean: 0.843232 2021-05-07 15:08:22.239: INFO @log_variables: train gender_confidence/loss nanmean: 0.074125 2021-05-07 15:08:22.239: INFO @log_variables: train gender_confidence/accuracy mean: 0.744050 2021-05-07 15:08:22.239: INFO @log_variables: train age_confidence/loss mean: 0.049300 2021-05-07 15:08:22.240: INFO @log_variables: train age_confidence/accuracy mean: 0.721551 2021-05-07 15:08:22.240: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 15:08:22.241: INFO @metrics_hook: train age_mae: 11.168 +-0.161 (13823) 2021-05-07 15:08:22.243: INFO @metrics_hook: train gender_accuracy: 0.843 +-0.006 (13823) 2021-05-07 15:08:24.835: INFO @decay_lr : LR updated to `0.00013252048` 2021-05-07 15:08:24.837: INFO @log_profile : T train: 30.637961 2021-05-07 15:08:24.837: INFO @log_profile : T read data: 0.392756 2021-05-07 15:08:24.837: INFO @log_profile : T hooks: 3.182748 2021-05-07 15:08:24.837: INFO @main_loop : Epoch 163 done 2021-05-07 15:08:24.837: INFO @main_loop : Training epoch 164 2021-05-07 15:08:56.704: INFO @log_variables: train loss nanmean: 3.086658 2021-05-07 15:08:56.705: INFO @log_variables: train age_loss mean: 3.703225 2021-05-07 15:08:56.705: INFO @log_variables: train gender_loss mean: 0.353997 2021-05-07 15:08:56.705: INFO @log_variables: train age_mae mean: 11.088874 2021-05-07 15:08:56.705: INFO @log_variables: train gender_accuracy mean: 0.838831 2021-05-07 15:08:56.705: INFO @log_variables: train gender_confidence/loss nanmean: 0.072717 2021-05-07 15:08:56.705: INFO @log_variables: train gender_confidence/accuracy mean: 0.756149 2021-05-07 15:08:56.705: INFO @log_variables: train age_confidence/loss mean: 0.049081 2021-05-07 15:08:56.705: INFO @log_variables: train age_confidence/accuracy mean: 0.724465 2021-05-07 15:08:56.705: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 15:08:56.706: INFO @metrics_hook: train age_mae: 11.089 +-0.161 (13824) 2021-05-07 15:08:56.710: INFO @metrics_hook: train gender_accuracy: 0.839 +-0.006 (13824) 2021-05-07 15:08:59.375: INFO @decay_lr : LR updated to `0.00013185787` 2021-05-07 15:08:59.376: INFO @log_profile : T train: 30.857462 2021-05-07 15:08:59.376: INFO @log_profile : T read data: 0.374782 2021-05-07 15:08:59.376: INFO @log_profile : T hooks: 3.244058 2021-05-07 15:08:59.376: INFO @main_loop : Epoch 164 done 2021-05-07 15:08:59.376: INFO @main_loop : Training epoch 165 2021-05-07 15:09:30.985: INFO @log_variables: train loss nanmean: 3.105297 2021-05-07 15:09:30.985: INFO @log_variables: train age_loss mean: 3.698490 2021-05-07 15:09:30.985: INFO @log_variables: train gender_loss mean: 0.340503 2021-05-07 15:09:30.985: INFO @log_variables: train age_mae mean: 11.124428 2021-05-07 15:09:30.985: INFO @log_variables: train gender_accuracy mean: 0.848555 2021-05-07 15:09:30.985: INFO @log_variables: train gender_confidence/loss nanmean: 0.073498 2021-05-07 15:09:30.986: INFO @log_variables: train gender_confidence/accuracy mean: 0.749547 2021-05-07 15:09:30.986: INFO @log_variables: train age_confidence/loss mean: 0.048738 2021-05-07 15:09:30.986: INFO @log_variables: train age_confidence/accuracy mean: 0.727167 2021-05-07 15:09:30.986: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 15:09:30.989: INFO @metrics_hook: train age_mae: 11.124 +-0.160 (13807) 2021-05-07 15:09:30.991: INFO @metrics_hook: train gender_accuracy: 0.849 +-0.006 (13807) 2021-05-07 15:09:33.593: INFO @decay_lr : LR updated to `0.00013119858` 2021-05-07 15:09:33.595: INFO @log_profile : T train: 30.447011 2021-05-07 15:09:33.595: INFO @log_profile : T read data: 0.524611 2021-05-07 15:09:33.595: INFO @log_profile : T hooks: 3.183323 2021-05-07 15:09:33.595: INFO @main_loop : Epoch 165 done 2021-05-07 15:09:33.595: INFO @main_loop : Training epoch 166 2021-05-07 15:10:05.363: INFO @log_variables: train loss nanmean: 3.100427 2021-05-07 15:10:05.364: INFO @log_variables: train age_loss mean: 3.698562 2021-05-07 15:10:05.364: INFO @log_variables: train gender_loss mean: 0.351750 2021-05-07 15:10:05.364: INFO @log_variables: train age_mae mean: 11.087732 2021-05-07 15:10:05.364: INFO @log_variables: train gender_accuracy mean: 0.844763 2021-05-07 15:10:05.364: INFO @log_variables: train gender_confidence/loss nanmean: 0.073931 2021-05-07 15:10:05.364: INFO @log_variables: train gender_confidence/accuracy mean: 0.746311 2021-05-07 15:10:05.364: INFO @log_variables: train age_confidence/loss mean: 0.048606 2021-05-07 15:10:05.364: INFO @log_variables: train age_confidence/accuracy mean: 0.730613 2021-05-07 15:10:05.365: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 15:10:05.367: INFO @metrics_hook: train age_mae: 11.088 +-0.160 (13824) 2021-05-07 15:10:05.370: INFO @metrics_hook: train gender_accuracy: 0.845 +-0.006 (13824) 2021-05-07 15:10:07.954: INFO @decay_lr : LR updated to `0.0001305426` 2021-05-07 15:10:07.956: INFO @log_profile : T train: 30.744792 2021-05-07 15:10:07.956: INFO @log_profile : T read data: 0.375191 2021-05-07 15:10:07.956: INFO @log_profile : T hooks: 3.177513 2021-05-07 15:10:07.956: INFO @main_loop : Epoch 166 done 2021-05-07 15:10:07.956: INFO @main_loop : Training epoch 167 2021-05-07 15:10:38.848: INFO @log_variables: train loss nanmean: 3.104739 2021-05-07 15:10:38.848: INFO @log_variables: train age_loss mean: 3.688194 2021-05-07 15:10:38.848: INFO @log_variables: train gender_loss mean: 0.341569 2021-05-07 15:10:38.848: INFO @log_variables: train age_mae mean: 11.004063 2021-05-07 15:10:38.848: INFO @log_variables: train gender_accuracy mean: 0.845631 2021-05-07 15:10:38.848: INFO @log_variables: train gender_confidence/loss nanmean: 0.073080 2021-05-07 15:10:38.848: INFO @log_variables: train gender_confidence/accuracy mean: 0.753328 2021-05-07 15:10:38.848: INFO @log_variables: train age_confidence/loss mean: 0.049163 2021-05-07 15:10:38.849: INFO @log_variables: train age_confidence/accuracy mean: 0.720341 2021-05-07 15:10:38.849: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 15:10:38.851: INFO @metrics_hook: train age_mae: 11.004 +-0.158 (13824) 2021-05-07 15:10:38.853: INFO @metrics_hook: train gender_accuracy: 0.846 +-0.006 (13824) 2021-05-07 15:10:41.456: INFO @decay_lr : LR updated to `0.00012988989` 2021-05-07 15:10:41.457: INFO @log_profile : T train: 29.877314 2021-05-07 15:10:41.458: INFO @log_profile : T read data: 0.365764 2021-05-07 15:10:41.458: INFO @log_profile : T hooks: 3.194550 2021-05-07 15:10:41.458: INFO @main_loop : Epoch 167 done 2021-05-07 15:10:41.458: INFO @main_loop : Training epoch 168 2021-05-07 15:11:12.225: INFO @log_variables: train loss nanmean: 3.105165 2021-05-07 15:11:12.225: INFO @log_variables: train age_loss mean: 3.695720 2021-05-07 15:11:12.226: INFO @log_variables: train gender_loss mean: 0.350819 2021-05-07 15:11:12.226: INFO @log_variables: train age_mae mean: 11.104146 2021-05-07 15:11:12.226: INFO @log_variables: train gender_accuracy mean: 0.840226 2021-05-07 15:11:12.226: INFO @log_variables: train gender_confidence/loss nanmean: 0.073839 2021-05-07 15:11:12.226: INFO @log_variables: train gender_confidence/accuracy mean: 0.738973 2021-05-07 15:11:12.226: INFO @log_variables: train age_confidence/loss mean: 0.048444 2021-05-07 15:11:12.226: INFO @log_variables: train age_confidence/accuracy mean: 0.733106 2021-05-07 15:11:12.226: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 15:11:12.227: INFO @metrics_hook: train age_mae: 11.104 +-0.158 (13807) 2021-05-07 15:11:12.229: INFO @metrics_hook: train gender_accuracy: 0.840 +-0.006 (13807) 2021-05-07 15:11:14.786: INFO @decay_lr : LR updated to `0.00012924043` 2021-05-07 15:11:14.788: INFO @log_profile : T train: 29.608953 2021-05-07 15:11:14.789: INFO @log_profile : T read data: 0.528279 2021-05-07 15:11:14.789: INFO @log_profile : T hooks: 3.129104 2021-05-07 15:11:14.789: INFO @main_loop : Epoch 168 done 2021-05-07 15:11:14.789: INFO @main_loop : Training epoch 169 2021-05-07 15:11:45.781: INFO @log_variables: train loss nanmean: 3.063051 2021-05-07 15:11:45.783: INFO @log_variables: train age_loss mean: 3.709289 2021-05-07 15:11:45.783: INFO @log_variables: train gender_loss mean: 0.353372 2021-05-07 15:11:45.783: INFO @log_variables: train age_mae mean: 11.189935 2021-05-07 15:11:45.783: INFO @log_variables: train gender_accuracy mean: 0.842737 2021-05-07 15:11:45.783: INFO @log_variables: train gender_confidence/loss nanmean: 0.074657 2021-05-07 15:11:45.784: INFO @log_variables: train gender_confidence/accuracy mean: 0.739366 2021-05-07 15:11:45.784: INFO @log_variables: train age_confidence/loss mean: 0.048730 2021-05-07 15:11:45.784: INFO @log_variables: train age_confidence/accuracy mean: 0.729239 2021-05-07 15:11:45.784: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 15:11:45.787: INFO @metrics_hook: train age_mae: 11.190 +-0.161 (13824) 2021-05-07 15:11:45.789: INFO @metrics_hook: train gender_accuracy: 0.843 +-0.006 (13824) 2021-05-07 15:11:48.371: INFO @decay_lr : LR updated to `0.00012859423` 2021-05-07 15:11:48.373: INFO @log_profile : T train: 29.951699 2021-05-07 15:11:48.373: INFO @log_profile : T read data: 0.384119 2021-05-07 15:11:48.373: INFO @log_profile : T hooks: 3.183159 2021-05-07 15:11:48.373: INFO @main_loop : Epoch 169 done 2021-05-07 15:11:48.373: INFO @main_loop : Training epoch 170 2021-05-07 15:12:20.477: INFO @log_variables: train loss nanmean: 3.102869 2021-05-07 15:12:20.478: INFO @log_variables: train age_loss mean: 3.701551 2021-05-07 15:12:20.478: INFO @log_variables: train gender_loss mean: 0.344222 2021-05-07 15:12:20.478: INFO @log_variables: train age_mae mean: 10.956701 2021-05-07 15:12:20.478: INFO @log_variables: train gender_accuracy mean: 0.846933 2021-05-07 15:12:20.478: INFO @log_variables: train gender_confidence/loss nanmean: 0.073255 2021-05-07 15:12:20.478: INFO @log_variables: train gender_confidence/accuracy mean: 0.746745 2021-05-07 15:12:20.478: INFO @log_variables: train age_confidence/loss mean: 0.049496 2021-05-07 15:12:20.478: INFO @log_variables: train age_confidence/accuracy mean: 0.722873 2021-05-07 15:12:20.478: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 15:12:20.480: INFO @metrics_hook: train age_mae: 10.957 +-0.158 (13824) 2021-05-07 15:12:20.483: INFO @metrics_hook: train gender_accuracy: 0.847 +-0.006 (13824) 2021-05-07 15:12:23.056: INFO @decay_lr : LR updated to `0.00012795125` 2021-05-07 15:12:23.059: INFO @log_profile : T train: 31.018398 2021-05-07 15:12:23.060: INFO @log_profile : T read data: 0.404651 2021-05-07 15:12:23.060: INFO @log_profile : T hooks: 3.195610 2021-05-07 15:12:23.060: INFO @main_loop : Epoch 170 done 2021-05-07 15:12:23.060: INFO @main_loop : Training epoch 171 2021-05-07 15:12:54.938: INFO @log_variables: train loss nanmean: 3.069208 2021-05-07 15:12:54.938: INFO @log_variables: train age_loss mean: 3.690555 2021-05-07 15:12:54.938: INFO @log_variables: train gender_loss mean: 0.358091 2021-05-07 15:12:54.938: INFO @log_variables: train age_mae mean: 10.995744 2021-05-07 15:12:54.938: INFO @log_variables: train gender_accuracy mean: 0.839482 2021-05-07 15:12:54.938: INFO @log_variables: train gender_confidence/loss nanmean: 0.073749 2021-05-07 15:12:54.938: INFO @log_variables: train gender_confidence/accuracy mean: 0.740307 2021-05-07 15:12:54.938: INFO @log_variables: train age_confidence/loss mean: 0.049432 2021-05-07 15:12:54.938: INFO @log_variables: train age_confidence/accuracy mean: 0.722656 2021-05-07 15:12:54.938: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 15:12:54.940: INFO @metrics_hook: train age_mae: 10.996 +-0.160 (13824) 2021-05-07 15:12:54.941: INFO @metrics_hook: train gender_accuracy: 0.839 +-0.006 (13824) 2021-05-07 15:12:57.527: INFO @decay_lr : LR updated to `0.00012731149` 2021-05-07 15:12:57.530: INFO @log_profile : T train: 30.810039 2021-05-07 15:12:57.530: INFO @log_profile : T read data: 0.417261 2021-05-07 15:12:57.530: INFO @log_profile : T hooks: 3.175834 2021-05-07 15:12:57.530: INFO @main_loop : Epoch 171 done 2021-05-07 15:12:57.530: INFO @main_loop : Training epoch 172 2021-05-07 15:13:29.960: INFO @log_variables: train loss nanmean: 3.058739 2021-05-07 15:13:29.962: INFO @log_variables: train age_loss mean: 3.686425 2021-05-07 15:13:29.962: INFO @log_variables: train gender_loss mean: 0.342901 2021-05-07 15:13:29.962: INFO @log_variables: train age_mae mean: 10.926787 2021-05-07 15:13:29.962: INFO @log_variables: train gender_accuracy mean: 0.846382 2021-05-07 15:13:29.963: INFO @log_variables: train gender_confidence/loss nanmean: 0.073326 2021-05-07 15:13:29.963: INFO @log_variables: train gender_confidence/accuracy mean: 0.750996 2021-05-07 15:13:29.963: INFO @log_variables: train age_confidence/loss mean: 0.048875 2021-05-07 15:13:29.963: INFO @log_variables: train age_confidence/accuracy mean: 0.727457 2021-05-07 15:13:29.963: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 15:13:29.966: INFO @metrics_hook: train age_mae: 10.927 +-0.158 (13807) 2021-05-07 15:13:29.968: INFO @metrics_hook: train gender_accuracy: 0.846 +-0.006 (13807) 2021-05-07 15:13:32.627: INFO @decay_lr : LR updated to `0.00012667493` 2021-05-07 15:13:32.628: INFO @log_profile : T train: 31.227939 2021-05-07 15:13:32.628: INFO @log_profile : T read data: 0.531731 2021-05-07 15:13:32.628: INFO @log_profile : T hooks: 3.275202 2021-05-07 15:13:32.628: INFO @main_loop : Epoch 172 done 2021-05-07 15:13:32.628: INFO @main_loop : Training epoch 173 2021-05-07 15:14:03.360: INFO @log_variables: train loss nanmean: 3.137802 2021-05-07 15:14:03.360: INFO @log_variables: train age_loss mean: 3.700685 2021-05-07 15:14:03.360: INFO @log_variables: train gender_loss mean: 0.351170 2021-05-07 15:14:03.360: INFO @log_variables: train age_mae mean: 11.049259 2021-05-07 15:14:03.360: INFO @log_variables: train gender_accuracy mean: 0.843461 2021-05-07 15:14:03.360: INFO @log_variables: train gender_confidence/loss nanmean: 0.074416 2021-05-07 15:14:03.360: INFO @log_variables: train gender_confidence/accuracy mean: 0.745153 2021-05-07 15:14:03.360: INFO @log_variables: train age_confidence/loss mean: 0.049918 2021-05-07 15:14:03.360: INFO @log_variables: train age_confidence/accuracy mean: 0.715712 2021-05-07 15:14:03.360: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 15:14:03.362: INFO @metrics_hook: train age_mae: 11.049 +-0.160 (13824) 2021-05-07 15:14:03.363: INFO @metrics_hook: train gender_accuracy: 0.843 +-0.006 (13824) 2021-05-07 15:14:05.646: INFO @decay_lr : LR updated to `0.00012604156` 2021-05-07 15:14:05.648: INFO @log_profile : T train: 29.692880 2021-05-07 15:14:05.648: INFO @log_profile : T read data: 0.389507 2021-05-07 15:14:05.648: INFO @log_profile : T hooks: 2.871566 2021-05-07 15:14:05.648: INFO @main_loop : Epoch 173 done 2021-05-07 15:14:05.648: INFO @main_loop : Training epoch 174 2021-05-07 15:14:37.598: INFO @log_variables: train loss nanmean: 3.120723 2021-05-07 15:14:37.599: INFO @log_variables: train age_loss mean: 3.686964 2021-05-07 15:14:37.599: INFO @log_variables: train gender_loss mean: 0.344963 2021-05-07 15:14:37.599: INFO @log_variables: train age_mae mean: 10.996532 2021-05-07 15:14:37.599: INFO @log_variables: train gender_accuracy mean: 0.844329 2021-05-07 15:14:37.599: INFO @log_variables: train gender_confidence/loss nanmean: 0.073869 2021-05-07 15:14:37.599: INFO @log_variables: train gender_confidence/accuracy mean: 0.749421 2021-05-07 15:14:37.599: INFO @log_variables: train age_confidence/loss mean: 0.048819 2021-05-07 15:14:37.599: INFO @log_variables: train age_confidence/accuracy mean: 0.727865 2021-05-07 15:14:37.600: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 15:14:37.602: INFO @metrics_hook: train age_mae: 10.997 +-0.158 (13824) 2021-05-07 15:14:37.604: INFO @metrics_hook: train gender_accuracy: 0.844 +-0.006 (13824) 2021-05-07 15:14:40.269: INFO @decay_lr : LR updated to `0.00012541134` 2021-05-07 15:14:40.271: INFO @log_profile : T train: 30.900835 2021-05-07 15:14:40.271: INFO @log_profile : T read data: 0.383324 2021-05-07 15:14:40.271: INFO @log_profile : T hooks: 3.273656 2021-05-07 15:14:40.271: INFO @main_loop : Epoch 174 done 2021-05-07 15:14:40.271: INFO @main_loop : Training epoch 175 2021-05-07 15:15:11.470: INFO @log_variables: train loss nanmean: 3.104652 2021-05-07 15:15:11.470: INFO @log_variables: train age_loss mean: 3.694666 2021-05-07 15:15:11.470: INFO @log_variables: train gender_loss mean: 0.347782 2021-05-07 15:15:11.470: INFO @log_variables: train age_mae mean: 11.166673 2021-05-07 15:15:11.470: INFO @log_variables: train gender_accuracy mean: 0.845006 2021-05-07 15:15:11.470: INFO @log_variables: train gender_confidence/loss nanmean: 0.073956 2021-05-07 15:15:11.470: INFO @log_variables: train gender_confidence/accuracy mean: 0.739770 2021-05-07 15:15:11.471: INFO @log_variables: train age_confidence/loss mean: 0.048687 2021-05-07 15:15:11.471: INFO @log_variables: train age_confidence/accuracy mean: 0.732382 2021-05-07 15:15:11.471: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 15:15:11.472: INFO @metrics_hook: train age_mae: 11.167 +-0.163 (13807) 2021-05-07 15:15:11.474: INFO @metrics_hook: train gender_accuracy: 0.845 +-0.006 (13807) 2021-05-07 15:15:14.052: INFO @decay_lr : LR updated to `0.00012478429` 2021-05-07 15:15:14.054: INFO @log_profile : T train: 30.012715 2021-05-07 15:15:14.054: INFO @log_profile : T read data: 0.530324 2021-05-07 15:15:14.054: INFO @log_profile : T hooks: 3.174589 2021-05-07 15:15:14.054: INFO @main_loop : Epoch 175 done 2021-05-07 15:15:14.054: INFO @main_loop : Training epoch 176 2021-05-07 15:15:45.943: INFO @log_variables: train loss nanmean: 3.088219 2021-05-07 15:15:45.944: INFO @log_variables: train age_loss mean: 3.683016 2021-05-07 15:15:45.944: INFO @log_variables: train gender_loss mean: 0.345783 2021-05-07 15:15:45.944: INFO @log_variables: train age_mae mean: 11.013502 2021-05-07 15:15:45.944: INFO @log_variables: train gender_accuracy mean: 0.846788 2021-05-07 15:15:45.944: INFO @log_variables: train gender_confidence/loss nanmean: 0.074327 2021-05-07 15:15:45.944: INFO @log_variables: train gender_confidence/accuracy mean: 0.750434 2021-05-07 15:15:45.944: INFO @log_variables: train age_confidence/loss mean: 0.049286 2021-05-07 15:15:45.944: INFO @log_variables: train age_confidence/accuracy mean: 0.724248 2021-05-07 15:15:45.944: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 15:15:45.945: INFO @metrics_hook: train age_mae: 11.014 +-0.160 (13824) 2021-05-07 15:15:45.947: INFO @metrics_hook: train gender_accuracy: 0.847 +-0.006 (13824) 2021-05-07 15:15:48.496: INFO @decay_lr : LR updated to `0.00012416036` 2021-05-07 15:15:48.497: INFO @log_profile : T train: 30.882688 2021-05-07 15:15:48.498: INFO @log_profile : T read data: 0.382159 2021-05-07 15:15:48.498: INFO @log_profile : T hooks: 3.115410 2021-05-07 15:15:48.498: INFO @main_loop : Epoch 176 done 2021-05-07 15:15:48.498: INFO @main_loop : Training epoch 177 2021-05-07 15:16:20.426: INFO @log_variables: train loss nanmean: 3.095098 2021-05-07 15:16:20.426: INFO @log_variables: train age_loss mean: 3.699536 2021-05-07 15:16:20.426: INFO @log_variables: train gender_loss mean: 0.351472 2021-05-07 15:16:20.426: INFO @log_variables: train age_mae mean: 11.105394 2021-05-07 15:16:20.427: INFO @log_variables: train gender_accuracy mean: 0.844618 2021-05-07 15:16:20.427: INFO @log_variables: train gender_confidence/loss nanmean: 0.074575 2021-05-07 15:16:20.427: INFO @log_variables: train gender_confidence/accuracy mean: 0.745660 2021-05-07 15:16:20.427: INFO @log_variables: train age_confidence/loss mean: 0.049124 2021-05-07 15:16:20.427: INFO @log_variables: train age_confidence/accuracy mean: 0.724248 2021-05-07 15:16:20.427: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 15:16:20.429: INFO @metrics_hook: train age_mae: 11.105 +-0.161 (13824) 2021-05-07 15:16:20.431: INFO @metrics_hook: train gender_accuracy: 0.845 +-0.006 (13824) 2021-05-07 15:16:23.017: INFO @decay_lr : LR updated to `0.00012353956` 2021-05-07 15:16:23.019: INFO @log_profile : T train: 30.881651 2021-05-07 15:16:23.019: INFO @log_profile : T read data: 0.377937 2021-05-07 15:16:23.019: INFO @log_profile : T hooks: 3.198528 2021-05-07 15:16:23.019: INFO @main_loop : Epoch 177 done 2021-05-07 15:16:23.019: INFO @main_loop : Training epoch 178 2021-05-07 15:16:55.005: INFO @log_variables: train loss nanmean: 3.063546 2021-05-07 15:16:55.005: INFO @log_variables: train age_loss mean: 3.694691 2021-05-07 15:16:55.005: INFO @log_variables: train gender_loss mean: 0.340181 2021-05-07 15:16:55.005: INFO @log_variables: train age_mae mean: 11.136017 2021-05-07 15:16:55.005: INFO @log_variables: train gender_accuracy mean: 0.848814 2021-05-07 15:16:55.005: INFO @log_variables: train gender_confidence/loss nanmean: 0.073041 2021-05-07 15:16:55.005: INFO @log_variables: train gender_confidence/accuracy mean: 0.757957 2021-05-07 15:16:55.005: INFO @log_variables: train age_confidence/loss mean: 0.049236 2021-05-07 15:16:55.005: INFO @log_variables: train age_confidence/accuracy mean: 0.721499 2021-05-07 15:16:55.006: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 15:16:55.008: INFO @metrics_hook: train age_mae: 11.136 +-0.163 (13824) 2021-05-07 15:16:55.010: INFO @metrics_hook: train gender_accuracy: 0.849 +-0.006 (13824) 2021-05-07 15:16:57.631: INFO @decay_lr : LR updated to `0.00012292186` 2021-05-07 15:16:57.634: INFO @log_profile : T train: 30.924216 2021-05-07 15:16:57.635: INFO @log_profile : T read data: 0.392444 2021-05-07 15:16:57.635: INFO @log_profile : T hooks: 3.231681 2021-05-07 15:16:57.635: INFO @main_loop : Epoch 178 done 2021-05-07 15:16:57.635: INFO @main_loop : Training epoch 179 2021-05-07 15:17:29.571: INFO @log_variables: train loss nanmean: 3.048224 2021-05-07 15:17:29.572: INFO @log_variables: train age_loss mean: 3.695194 2021-05-07 15:17:29.572: INFO @log_variables: train gender_loss mean: 0.343761 2021-05-07 15:17:29.572: INFO @log_variables: train age_mae mean: 11.074723 2021-05-07 15:17:29.572: INFO @log_variables: train gender_accuracy mean: 0.846382 2021-05-07 15:17:29.572: INFO @log_variables: train gender_confidence/loss nanmean: 0.073415 2021-05-07 15:17:29.572: INFO @log_variables: train gender_confidence/accuracy mean: 0.749765 2021-05-07 15:17:29.572: INFO @log_variables: train age_confidence/loss mean: 0.049345 2021-05-07 15:17:29.572: INFO @log_variables: train age_confidence/accuracy mean: 0.725791 2021-05-07 15:17:29.572: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 15:17:29.575: INFO @metrics_hook: train age_mae: 11.075 +-0.161 (13807) 2021-05-07 15:17:29.577: INFO @metrics_hook: train gender_accuracy: 0.846 +-0.006 (13807) 2021-05-07 15:17:32.200: INFO @decay_lr : LR updated to `0.00012230725` 2021-05-07 15:17:32.201: INFO @log_profile : T train: 30.754910 2021-05-07 15:17:32.201: INFO @log_profile : T read data: 0.529756 2021-05-07 15:17:32.201: INFO @log_profile : T hooks: 3.218190 2021-05-07 15:17:32.201: INFO @main_loop : Epoch 179 done 2021-05-07 15:17:32.202: INFO @main_loop : Training epoch 180 2021-05-07 15:18:03.979: INFO @log_variables: train loss nanmean: 3.080564 2021-05-07 15:18:03.980: INFO @log_variables: train age_loss mean: 3.685674 2021-05-07 15:18:03.980: INFO @log_variables: train gender_loss mean: 0.340452 2021-05-07 15:18:03.980: INFO @log_variables: train age_mae mean: 10.977973 2021-05-07 15:18:03.980: INFO @log_variables: train gender_accuracy mean: 0.848235 2021-05-07 15:18:03.980: INFO @log_variables: train gender_confidence/loss nanmean: 0.073231 2021-05-07 15:18:03.980: INFO @log_variables: train gender_confidence/accuracy mean: 0.747179 2021-05-07 15:18:03.980: INFO @log_variables: train age_confidence/loss mean: 0.048912 2021-05-07 15:18:03.980: INFO @log_variables: train age_confidence/accuracy mean: 0.729167 2021-05-07 15:18:03.980: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 15:18:03.983: INFO @metrics_hook: train age_mae: 10.978 +-0.158 (13824) 2021-05-07 15:18:03.986: INFO @metrics_hook: train gender_accuracy: 0.848 +-0.006 (13824) 2021-05-07 15:18:06.521: INFO @decay_lr : LR updated to `0.00012169571` 2021-05-07 15:18:06.522: INFO @log_profile : T train: 30.755751 2021-05-07 15:18:06.522: INFO @log_profile : T read data: 0.377669 2021-05-07 15:18:06.522: INFO @log_profile : T hooks: 3.124938 2021-05-07 15:18:06.523: INFO @main_loop : Epoch 180 done 2021-05-07 15:18:06.523: INFO @main_loop : Training epoch 181 2021-05-07 15:18:38.262: INFO @log_variables: train loss nanmean: 3.043031 2021-05-07 15:18:38.262: INFO @log_variables: train age_loss mean: 3.691532 2021-05-07 15:18:38.263: INFO @log_variables: train gender_loss mean: 0.331798 2021-05-07 15:18:38.263: INFO @log_variables: train age_mae mean: 11.014140 2021-05-07 15:18:38.263: INFO @log_variables: train gender_accuracy mean: 0.850550 2021-05-07 15:18:38.263: INFO @log_variables: train gender_confidence/loss nanmean: 0.073076 2021-05-07 15:18:38.264: INFO @log_variables: train gender_confidence/accuracy mean: 0.752604 2021-05-07 15:18:38.265: INFO @log_variables: train age_confidence/loss mean: 0.049368 2021-05-07 15:18:38.266: INFO @log_variables: train age_confidence/accuracy mean: 0.724826 2021-05-07 15:18:38.266: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 15:18:38.268: INFO @metrics_hook: train age_mae: 11.014 +-0.162 (13824) 2021-05-07 15:18:38.270: INFO @metrics_hook: train gender_accuracy: 0.851 +-0.006 (13824) 2021-05-07 15:18:40.800: INFO @decay_lr : LR updated to `0.00012108723` 2021-05-07 15:18:40.802: INFO @log_profile : T train: 30.734609 2021-05-07 15:18:40.802: INFO @log_profile : T read data: 0.377575 2021-05-07 15:18:40.802: INFO @log_profile : T hooks: 3.105034 2021-05-07 15:18:40.802: INFO @main_loop : Epoch 181 done 2021-05-07 15:18:40.802: INFO @main_loop : Training epoch 182 2021-05-07 15:19:11.965: INFO @log_variables: train loss nanmean: 3.124367 2021-05-07 15:19:11.965: INFO @log_variables: train age_loss mean: 3.701428 2021-05-07 15:19:11.965: INFO @log_variables: train gender_loss mean: 0.336955 2021-05-07 15:19:11.966: INFO @log_variables: train age_mae mean: 11.072233 2021-05-07 15:19:11.966: INFO @log_variables: train gender_accuracy mean: 0.849352 2021-05-07 15:19:11.966: INFO @log_variables: train gender_confidence/loss nanmean: 0.072291 2021-05-07 15:19:11.966: INFO @log_variables: train gender_confidence/accuracy mean: 0.756645 2021-05-07 15:19:11.966: INFO @log_variables: train age_confidence/loss mean: 0.048980 2021-05-07 15:19:11.966: INFO @log_variables: train age_confidence/accuracy mean: 0.730282 2021-05-07 15:19:11.966: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 15:19:11.967: INFO @metrics_hook: train age_mae: 11.072 +-0.162 (13807) 2021-05-07 15:19:11.973: INFO @metrics_hook: train gender_accuracy: 0.849 +-0.006 (13807) 2021-05-07 15:19:14.473: INFO @decay_lr : LR updated to `0.00012048179` 2021-05-07 15:19:14.476: INFO @log_profile : T train: 29.957853 2021-05-07 15:19:14.476: INFO @log_profile : T read data: 0.545855 2021-05-07 15:19:14.476: INFO @log_profile : T hooks: 3.102348 2021-05-07 15:19:14.476: INFO @main_loop : Epoch 182 done 2021-05-07 15:19:14.476: INFO @main_loop : Training epoch 183 2021-05-07 15:19:46.344: INFO @log_variables: train loss nanmean: 3.075279 2021-05-07 15:19:46.345: INFO @log_variables: train age_loss mean: 3.680837 2021-05-07 15:19:46.345: INFO @log_variables: train gender_loss mean: 0.346039 2021-05-07 15:19:46.345: INFO @log_variables: train age_mae mean: 11.071104 2021-05-07 15:19:46.345: INFO @log_variables: train gender_accuracy mean: 0.849971 2021-05-07 15:19:46.345: INFO @log_variables: train gender_confidence/loss nanmean: 0.074753 2021-05-07 15:19:46.345: INFO @log_variables: train gender_confidence/accuracy mean: 0.744358 2021-05-07 15:19:46.345: INFO @log_variables: train age_confidence/loss mean: 0.048676 2021-05-07 15:19:46.345: INFO @log_variables: train age_confidence/accuracy mean: 0.726635 2021-05-07 15:19:46.345: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 15:19:46.347: INFO @metrics_hook: train age_mae: 11.071 +-0.161 (13824) 2021-05-07 15:19:46.349: INFO @metrics_hook: train gender_accuracy: 0.850 +-0.006 (13824) 2021-05-07 15:19:48.871: INFO @decay_lr : LR updated to `0.00011987938` 2021-05-07 15:19:48.873: INFO @log_profile : T train: 30.842977 2021-05-07 15:19:48.873: INFO @log_profile : T read data: 0.379610 2021-05-07 15:19:48.873: INFO @log_profile : T hooks: 3.109464 2021-05-07 15:19:48.873: INFO @main_loop : Epoch 183 done 2021-05-07 15:19:48.873: INFO @main_loop : Training epoch 184 2021-05-07 15:20:19.879: INFO @log_variables: train loss nanmean: 3.038316 2021-05-07 15:20:19.879: INFO @log_variables: train age_loss mean: 3.682132 2021-05-07 15:20:19.879: INFO @log_variables: train gender_loss mean: 0.340578 2021-05-07 15:20:19.879: INFO @log_variables: train age_mae mean: 10.994027 2021-05-07 15:20:19.879: INFO @log_variables: train gender_accuracy mean: 0.847946 2021-05-07 15:20:19.880: INFO @log_variables: train gender_confidence/loss nanmean: 0.073544 2021-05-07 15:20:19.880: INFO @log_variables: train gender_confidence/accuracy mean: 0.756727 2021-05-07 15:20:19.880: INFO @log_variables: train age_confidence/loss mean: 0.048849 2021-05-07 15:20:19.880: INFO @log_variables: train age_confidence/accuracy mean: 0.727503 2021-05-07 15:20:19.880: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 15:20:19.882: INFO @metrics_hook: train age_mae: 10.994 +-0.160 (13824) 2021-05-07 15:20:19.884: INFO @metrics_hook: train gender_accuracy: 0.848 +-0.006 (13824) 2021-05-07 15:20:22.474: INFO @decay_lr : LR updated to `0.00011927999` 2021-05-07 15:20:22.476: INFO @log_profile : T train: 29.972573 2021-05-07 15:20:22.476: INFO @log_profile : T read data: 0.383766 2021-05-07 15:20:22.476: INFO @log_profile : T hooks: 3.182410 2021-05-07 15:20:22.476: INFO @main_loop : Epoch 184 done 2021-05-07 15:20:22.476: INFO @main_loop : Training epoch 185 2021-05-07 15:20:54.493: INFO @log_variables: train loss nanmean: 3.045408 2021-05-07 15:20:54.496: INFO @log_variables: train age_loss mean: 3.684343 2021-05-07 15:20:54.496: INFO @log_variables: train gender_loss mean: 0.350370 2021-05-07 15:20:54.496: INFO @log_variables: train age_mae mean: 10.972119 2021-05-07 15:20:54.496: INFO @log_variables: train gender_accuracy mean: 0.846282 2021-05-07 15:20:54.496: INFO @log_variables: train gender_confidence/loss nanmean: 0.074569 2021-05-07 15:20:54.497: INFO @log_variables: train gender_confidence/accuracy mean: 0.741175 2021-05-07 15:20:54.497: INFO @log_variables: train age_confidence/loss mean: 0.049229 2021-05-07 15:20:54.497: INFO @log_variables: train age_confidence/accuracy mean: 0.726562 2021-05-07 15:20:54.497: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 15:20:54.499: INFO @metrics_hook: train age_mae: 10.972 +-0.161 (13824) 2021-05-07 15:20:54.501: INFO @metrics_hook: train gender_accuracy: 0.846 +-0.006 (13824) 2021-05-07 15:20:57.120: INFO @decay_lr : LR updated to `0.00011868359` 2021-05-07 15:20:57.122: INFO @log_profile : T train: 30.979522 2021-05-07 15:20:57.122: INFO @log_profile : T read data: 0.385513 2021-05-07 15:20:57.122: INFO @log_profile : T hooks: 3.217986 2021-05-07 15:20:57.122: INFO @main_loop : Epoch 185 done 2021-05-07 15:20:57.122: INFO @main_loop : Training epoch 186 2021-05-07 15:21:29.253: INFO @log_variables: train loss nanmean: 3.078445 2021-05-07 15:21:29.254: INFO @log_variables: train age_loss mean: 3.690555 2021-05-07 15:21:29.254: INFO @log_variables: train gender_loss mean: 0.336557 2021-05-07 15:21:29.254: INFO @log_variables: train age_mae mean: 10.994921 2021-05-07 15:21:29.254: INFO @log_variables: train gender_accuracy mean: 0.851380 2021-05-07 15:21:29.254: INFO @log_variables: train gender_confidence/loss nanmean: 0.073072 2021-05-07 15:21:29.254: INFO @log_variables: train gender_confidence/accuracy mean: 0.751865 2021-05-07 15:21:29.254: INFO @log_variables: train age_confidence/loss mean: 0.049335 2021-05-07 15:21:29.254: INFO @log_variables: train age_confidence/accuracy mean: 0.722532 2021-05-07 15:21:29.254: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 15:21:29.255: INFO @metrics_hook: train age_mae: 10.995 +-0.160 (13807) 2021-05-07 15:21:29.257: INFO @metrics_hook: train gender_accuracy: 0.851 +-0.006 (13807) 2021-05-07 15:21:31.923: INFO @decay_lr : LR updated to `0.00011809017` 2021-05-07 15:21:31.925: INFO @log_profile : T train: 30.960263 2021-05-07 15:21:31.925: INFO @log_profile : T read data: 0.512273 2021-05-07 15:21:31.925: INFO @log_profile : T hooks: 3.269096 2021-05-07 15:21:31.925: INFO @main_loop : Epoch 186 done 2021-05-07 15:21:31.925: INFO @main_loop : Training epoch 187 2021-05-07 15:22:02.517: INFO @log_variables: train loss nanmean: 3.034102 2021-05-07 15:22:02.517: INFO @log_variables: train age_loss mean: 3.696472 2021-05-07 15:22:02.518: INFO @log_variables: train gender_loss mean: 0.340914 2021-05-07 15:22:02.518: INFO @log_variables: train age_mae mean: 11.073663 2021-05-07 15:22:02.518: INFO @log_variables: train gender_accuracy mean: 0.847946 2021-05-07 15:22:02.518: INFO @log_variables: train gender_confidence/loss nanmean: 0.074171 2021-05-07 15:22:02.518: INFO @log_variables: train gender_confidence/accuracy mean: 0.743924 2021-05-07 15:22:02.518: INFO @log_variables: train age_confidence/loss mean: 0.048778 2021-05-07 15:22:02.518: INFO @log_variables: train age_confidence/accuracy mean: 0.725622 2021-05-07 15:22:02.518: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 15:22:02.519: INFO @metrics_hook: train age_mae: 11.074 +-0.162 (13824) 2021-05-07 15:22:02.520: INFO @metrics_hook: train gender_accuracy: 0.848 +-0.006 (13824) 2021-05-07 15:22:05.080: INFO @decay_lr : LR updated to `0.000117499716` 2021-05-07 15:22:05.081: INFO @log_profile : T train: 29.605426 2021-05-07 15:22:05.081: INFO @log_profile : T read data: 0.369513 2021-05-07 15:22:05.081: INFO @log_profile : T hooks: 3.119368 2021-05-07 15:22:05.082: INFO @main_loop : Epoch 187 done 2021-05-07 15:22:05.082: INFO @main_loop : Training epoch 188 2021-05-07 15:22:35.895: INFO @log_variables: train loss nanmean: 3.064954 2021-05-07 15:22:35.896: INFO @log_variables: train age_loss mean: 3.679481 2021-05-07 15:22:35.896: INFO @log_variables: train gender_loss mean: 0.345140 2021-05-07 15:22:35.896: INFO @log_variables: train age_mae mean: 10.852613 2021-05-07 15:22:35.896: INFO @log_variables: train gender_accuracy mean: 0.846354 2021-05-07 15:22:35.896: INFO @log_variables: train gender_confidence/loss nanmean: 0.073352 2021-05-07 15:22:35.896: INFO @log_variables: train gender_confidence/accuracy mean: 0.746962 2021-05-07 15:22:35.896: INFO @log_variables: train age_confidence/loss mean: 0.049190 2021-05-07 15:22:35.896: INFO @log_variables: train age_confidence/accuracy mean: 0.728082 2021-05-07 15:22:35.896: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 15:22:35.899: INFO @metrics_hook: train age_mae: 10.853 +-0.158 (13824) 2021-05-07 15:22:35.901: INFO @metrics_hook: train gender_accuracy: 0.846 +-0.006 (13824) 2021-05-07 15:22:38.472: INFO @decay_lr : LR updated to `0.00011691222` 2021-05-07 15:22:38.475: INFO @log_profile : T train: 29.788250 2021-05-07 15:22:38.475: INFO @log_profile : T read data: 0.380260 2021-05-07 15:22:38.475: INFO @log_profile : T hooks: 3.160700 2021-05-07 15:22:38.475: INFO @main_loop : Epoch 188 done 2021-05-07 15:22:38.475: INFO @main_loop : Training epoch 189 2021-05-07 15:23:09.981: INFO @log_variables: train loss nanmean: 3.035281 2021-05-07 15:23:09.981: INFO @log_variables: train age_loss mean: 3.693872 2021-05-07 15:23:09.981: INFO @log_variables: train gender_loss mean: 0.333697 2021-05-07 15:23:09.981: INFO @log_variables: train age_mae mean: 10.933409 2021-05-07 15:23:09.981: INFO @log_variables: train gender_accuracy mean: 0.853107 2021-05-07 15:23:09.981: INFO @log_variables: train gender_confidence/loss nanmean: 0.073538 2021-05-07 15:23:09.981: INFO @log_variables: train gender_confidence/accuracy mean: 0.748805 2021-05-07 15:23:09.981: INFO @log_variables: train age_confidence/loss mean: 0.049196 2021-05-07 15:23:09.981: INFO @log_variables: train age_confidence/accuracy mean: 0.727365 2021-05-07 15:23:09.981: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 15:23:09.987: INFO @metrics_hook: train age_mae: 10.933 +-0.160 (13806) 2021-05-07 15:23:09.989: INFO @metrics_hook: train gender_accuracy: 0.853 +-0.006 (13806) 2021-05-07 15:23:12.596: INFO @decay_lr : LR updated to `0.00011632766` 2021-05-07 15:23:12.598: INFO @log_profile : T train: 30.354057 2021-05-07 15:23:12.598: INFO @log_profile : T read data: 0.506897 2021-05-07 15:23:12.598: INFO @log_profile : T hooks: 3.197388 2021-05-07 15:23:12.598: INFO @main_loop : Epoch 189 done 2021-05-07 15:23:12.598: INFO @main_loop : Training epoch 190 2021-05-07 15:23:44.407: INFO @log_variables: train loss nanmean: 3.049082 2021-05-07 15:23:44.407: INFO @log_variables: train age_loss mean: 3.674790 2021-05-07 15:23:44.407: INFO @log_variables: train gender_loss mean: 0.334159 2021-05-07 15:23:44.407: INFO @log_variables: train age_mae mean: 10.765089 2021-05-07 15:23:44.407: INFO @log_variables: train gender_accuracy mean: 0.851056 2021-05-07 15:23:44.407: INFO @log_variables: train gender_confidence/loss nanmean: 0.072060 2021-05-07 15:23:44.408: INFO @log_variables: train gender_confidence/accuracy mean: 0.754051 2021-05-07 15:23:44.408: INFO @log_variables: train age_confidence/loss mean: 0.049482 2021-05-07 15:23:44.408: INFO @log_variables: train age_confidence/accuracy mean: 0.724465 2021-05-07 15:23:44.408: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 15:23:44.410: INFO @metrics_hook: train age_mae: 10.765 +-0.156 (13824) 2021-05-07 15:23:44.412: INFO @metrics_hook: train gender_accuracy: 0.851 +-0.006 (13824) 2021-05-07 15:23:46.973: INFO @decay_lr : LR updated to `0.00011574602` 2021-05-07 15:23:46.975: INFO @log_profile : T train: 30.796670 2021-05-07 15:23:46.975: INFO @log_profile : T read data: 0.375388 2021-05-07 15:23:46.975: INFO @log_profile : T hooks: 3.143011 2021-05-07 15:23:46.975: INFO @main_loop : Epoch 190 done 2021-05-07 15:23:46.975: INFO @main_loop : Training epoch 191 2021-05-07 15:24:19.005: INFO @log_variables: train loss nanmean: 3.023059 2021-05-07 15:24:19.005: INFO @log_variables: train age_loss mean: 3.681554 2021-05-07 15:24:19.005: INFO @log_variables: train gender_loss mean: 0.337405 2021-05-07 15:24:19.005: INFO @log_variables: train age_mae mean: 10.900639 2021-05-07 15:24:19.005: INFO @log_variables: train gender_accuracy mean: 0.849971 2021-05-07 15:24:19.006: INFO @log_variables: train gender_confidence/loss nanmean: 0.073027 2021-05-07 15:24:19.006: INFO @log_variables: train gender_confidence/accuracy mean: 0.746962 2021-05-07 15:24:19.006: INFO @log_variables: train age_confidence/loss mean: 0.049127 2021-05-07 15:24:19.006: INFO @log_variables: train age_confidence/accuracy mean: 0.726128 2021-05-07 15:24:19.006: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 15:24:19.009: INFO @metrics_hook: train age_mae: 10.901 +-0.158 (13824) 2021-05-07 15:24:19.016: INFO @metrics_hook: train gender_accuracy: 0.850 +-0.006 (13824) 2021-05-07 15:24:21.493: INFO @decay_lr : LR updated to `0.00011516729` 2021-05-07 15:24:21.495: INFO @log_profile : T train: 30.999435 2021-05-07 15:24:21.495: INFO @log_profile : T read data: 0.386882 2021-05-07 15:24:21.495: INFO @log_profile : T hooks: 3.070399 2021-05-07 15:24:21.495: INFO @main_loop : Epoch 191 done 2021-05-07 15:24:21.495: INFO @main_loop : Training epoch 192 2021-05-07 15:24:52.275: INFO @log_variables: train loss nanmean: 3.058045 2021-05-07 15:24:52.277: INFO @log_variables: train age_loss mean: 3.677808 2021-05-07 15:24:52.277: INFO @log_variables: train gender_loss mean: 0.341737 2021-05-07 15:24:52.277: INFO @log_variables: train age_mae mean: 10.969625 2021-05-07 15:24:52.277: INFO @log_variables: train gender_accuracy mean: 0.847396 2021-05-07 15:24:52.277: INFO @log_variables: train gender_confidence/loss nanmean: 0.072539 2021-05-07 15:24:52.277: INFO @log_variables: train gender_confidence/accuracy mean: 0.745926 2021-05-07 15:24:52.277: INFO @log_variables: train age_confidence/loss mean: 0.048978 2021-05-07 15:24:52.277: INFO @log_variables: train age_confidence/accuracy mean: 0.724053 2021-05-07 15:24:52.278: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 15:24:52.281: INFO @metrics_hook: train age_mae: 10.970 +-0.159 (13807) 2021-05-07 15:24:52.283: INFO @metrics_hook: train gender_accuracy: 0.847 +-0.006 (13807) 2021-05-07 15:24:54.894: INFO @decay_lr : LR updated to `0.00011459146` 2021-05-07 15:24:54.896: INFO @log_profile : T train: 29.593175 2021-05-07 15:24:54.896: INFO @log_profile : T read data: 0.541611 2021-05-07 15:24:54.896: INFO @log_profile : T hooks: 3.201089 2021-05-07 15:24:54.896: INFO @main_loop : Epoch 192 done 2021-05-07 15:24:54.896: INFO @main_loop : Training epoch 193 2021-05-07 15:25:26.841: INFO @log_variables: train loss nanmean: 3.043100 2021-05-07 15:25:26.842: INFO @log_variables: train age_loss mean: 3.674661 2021-05-07 15:25:26.842: INFO @log_variables: train gender_loss mean: 0.331508 2021-05-07 15:25:26.842: INFO @log_variables: train age_mae mean: 10.892646 2021-05-07 15:25:26.842: INFO @log_variables: train gender_accuracy mean: 0.856047 2021-05-07 15:25:26.842: INFO @log_variables: train gender_confidence/loss nanmean: 0.072547 2021-05-07 15:25:26.842: INFO @log_variables: train gender_confidence/accuracy mean: 0.750723 2021-05-07 15:25:26.842: INFO @log_variables: train age_confidence/loss mean: 0.049117 2021-05-07 15:25:26.842: INFO @log_variables: train age_confidence/accuracy mean: 0.726635 2021-05-07 15:25:26.842: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 15:25:26.845: INFO @metrics_hook: train age_mae: 10.893 +-0.158 (13824) 2021-05-07 15:25:26.847: INFO @metrics_hook: train gender_accuracy: 0.856 +-0.006 (13824) 2021-05-07 15:25:29.462: INFO @decay_lr : LR updated to `0.0001140185` 2021-05-07 15:25:29.463: INFO @log_profile : T train: 30.896001 2021-05-07 15:25:29.464: INFO @log_profile : T read data: 0.390966 2021-05-07 15:25:29.464: INFO @log_profile : T hooks: 3.215515 2021-05-07 15:25:29.464: INFO @main_loop : Epoch 193 done 2021-05-07 15:25:29.464: INFO @main_loop : Training epoch 194 2021-05-07 15:26:01.137: INFO @log_variables: train loss nanmean: 3.057756 2021-05-07 15:26:01.137: INFO @log_variables: train age_loss mean: 3.674673 2021-05-07 15:26:01.137: INFO @log_variables: train gender_loss mean: 0.339051 2021-05-07 15:26:01.138: INFO @log_variables: train age_mae mean: 10.850701 2021-05-07 15:26:01.138: INFO @log_variables: train gender_accuracy mean: 0.847078 2021-05-07 15:26:01.138: INFO @log_variables: train gender_confidence/loss nanmean: 0.073342 2021-05-07 15:26:01.138: INFO @log_variables: train gender_confidence/accuracy mean: 0.747324 2021-05-07 15:26:01.139: INFO @log_variables: train age_confidence/loss mean: 0.048670 2021-05-07 15:26:01.139: INFO @log_variables: train age_confidence/accuracy mean: 0.729239 2021-05-07 15:26:01.139: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 15:26:01.142: INFO @metrics_hook: train age_mae: 10.851 +-0.156 (13824) 2021-05-07 15:26:01.145: INFO @metrics_hook: train gender_accuracy: 0.847 +-0.006 (13824) 2021-05-07 15:26:03.649: INFO @decay_lr : LR updated to `0.000113448405` 2021-05-07 15:26:03.652: INFO @log_profile : T train: 30.674680 2021-05-07 15:26:03.652: INFO @log_profile : T read data: 0.371640 2021-05-07 15:26:03.652: INFO @log_profile : T hooks: 3.079297 2021-05-07 15:26:03.652: INFO @main_loop : Epoch 194 done 2021-05-07 15:26:03.652: INFO @main_loop : Training epoch 195 2021-05-07 15:26:34.737: INFO @log_variables: train loss nanmean: 3.100899 2021-05-07 15:26:34.737: INFO @log_variables: train age_loss mean: 3.669943 2021-05-07 15:26:34.737: INFO @log_variables: train gender_loss mean: 0.338739 2021-05-07 15:26:34.737: INFO @log_variables: train age_mae mean: 10.986642 2021-05-07 15:26:34.737: INFO @log_variables: train gender_accuracy mean: 0.851780 2021-05-07 15:26:34.737: INFO @log_variables: train gender_confidence/loss nanmean: 0.073002 2021-05-07 15:26:34.737: INFO @log_variables: train gender_confidence/accuracy mean: 0.750217 2021-05-07 15:26:34.738: INFO @log_variables: train age_confidence/loss mean: 0.049357 2021-05-07 15:26:34.738: INFO @log_variables: train age_confidence/accuracy mean: 0.725622 2021-05-07 15:26:34.738: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 15:26:34.740: INFO @metrics_hook: train age_mae: 10.987 +-0.160 (13824) 2021-05-07 15:26:34.742: INFO @metrics_hook: train gender_accuracy: 0.852 +-0.006 (13824) 2021-05-07 15:26:37.293: INFO @decay_lr : LR updated to `0.000112881164` 2021-05-07 15:26:37.294: INFO @log_profile : T train: 30.044184 2021-05-07 15:26:37.294: INFO @log_profile : T read data: 0.387339 2021-05-07 15:26:37.294: INFO @log_profile : T hooks: 3.145630 2021-05-07 15:26:37.294: INFO @main_loop : Epoch 195 done 2021-05-07 15:26:37.294: INFO @main_loop : Training epoch 196 2021-05-07 15:27:09.113: INFO @log_variables: train loss nanmean: 3.024974 2021-05-07 15:27:09.113: INFO @log_variables: train age_loss mean: 3.668164 2021-05-07 15:27:09.113: INFO @log_variables: train gender_loss mean: 0.339551 2021-05-07 15:27:09.114: INFO @log_variables: train age_mae mean: 10.712379 2021-05-07 15:27:09.114: INFO @log_variables: train gender_accuracy mean: 0.849931 2021-05-07 15:27:09.114: INFO @log_variables: train gender_confidence/loss nanmean: 0.074518 2021-05-07 15:27:09.114: INFO @log_variables: train gender_confidence/accuracy mean: 0.744260 2021-05-07 15:27:09.114: INFO @log_variables: train age_confidence/loss mean: 0.050051 2021-05-07 15:27:09.114: INFO @log_variables: train age_confidence/accuracy mean: 0.714131 2021-05-07 15:27:09.114: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 15:27:09.116: INFO @metrics_hook: train age_mae: 10.712 +-0.155 (13807) 2021-05-07 15:27:09.119: INFO @metrics_hook: train gender_accuracy: 0.850 +-0.006 (13807) 2021-05-07 15:27:11.700: INFO @decay_lr : LR updated to `0.00011231676` 2021-05-07 15:27:11.702: INFO @log_profile : T train: 30.678587 2021-05-07 15:27:11.702: INFO @log_profile : T read data: 0.497901 2021-05-07 15:27:11.702: INFO @log_profile : T hooks: 3.168069 2021-05-07 15:27:11.702: INFO @main_loop : Epoch 196 done 2021-05-07 15:27:11.703: INFO @main_loop : Training epoch 197 2021-05-07 15:27:42.599: INFO @log_variables: train loss nanmean: 3.059986 2021-05-07 15:27:42.599: INFO @log_variables: train age_loss mean: 3.678458 2021-05-07 15:27:42.599: INFO @log_variables: train gender_loss mean: 0.332483 2021-05-07 15:27:42.599: INFO @log_variables: train age_mae mean: 11.035870 2021-05-07 15:27:42.599: INFO @log_variables: train gender_accuracy mean: 0.851201 2021-05-07 15:27:42.600: INFO @log_variables: train gender_confidence/loss nanmean: 0.072089 2021-05-07 15:27:42.600: INFO @log_variables: train gender_confidence/accuracy mean: 0.756510 2021-05-07 15:27:42.600: INFO @log_variables: train age_confidence/loss mean: 0.048639 2021-05-07 15:27:42.600: INFO @log_variables: train age_confidence/accuracy mean: 0.724103 2021-05-07 15:27:42.600: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 15:27:42.603: INFO @metrics_hook: train age_mae: 11.036 +-0.160 (13824) 2021-05-07 15:27:42.605: INFO @metrics_hook: train gender_accuracy: 0.851 +-0.006 (13824) 2021-05-07 15:27:45.134: INFO @decay_lr : LR updated to `0.00011175518` 2021-05-07 15:27:45.135: INFO @log_profile : T train: 29.869584 2021-05-07 15:27:45.135: INFO @log_profile : T read data: 0.383165 2021-05-07 15:27:45.135: INFO @log_profile : T hooks: 3.116662 2021-05-07 15:27:45.135: INFO @main_loop : Epoch 197 done 2021-05-07 15:27:45.135: INFO @main_loop : Training epoch 198 2021-05-07 15:28:16.882: INFO @log_variables: train loss nanmean: 3.058191 2021-05-07 15:28:16.882: INFO @log_variables: train age_loss mean: 3.674973 2021-05-07 15:28:16.882: INFO @log_variables: train gender_loss mean: 0.323815 2021-05-07 15:28:16.882: INFO @log_variables: train age_mae mean: 10.779305 2021-05-07 15:28:16.882: INFO @log_variables: train gender_accuracy mean: 0.857277 2021-05-07 15:28:16.882: INFO @log_variables: train gender_confidence/loss nanmean: 0.072857 2021-05-07 15:28:16.882: INFO @log_variables: train gender_confidence/accuracy mean: 0.750579 2021-05-07 15:28:16.882: INFO @log_variables: train age_confidence/loss mean: 0.050402 2021-05-07 15:28:16.882: INFO @log_variables: train age_confidence/accuracy mean: 0.715712 2021-05-07 15:28:16.882: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 15:28:16.884: INFO @metrics_hook: train age_mae: 10.779 +-0.158 (13824) 2021-05-07 15:28:16.888: INFO @metrics_hook: train gender_accuracy: 0.857 +-0.006 (13824) 2021-05-07 15:28:19.464: INFO @decay_lr : LR updated to `0.0001111964` 2021-05-07 15:28:19.466: INFO @log_profile : T train: 30.708162 2021-05-07 15:28:19.466: INFO @log_profile : T read data: 0.386717 2021-05-07 15:28:19.466: INFO @log_profile : T hooks: 3.173431 2021-05-07 15:28:19.466: INFO @main_loop : Epoch 198 done 2021-05-07 15:28:19.466: INFO @main_loop : Training epoch 199 2021-05-07 15:28:50.603: INFO @log_variables: train loss nanmean: 3.041553 2021-05-07 15:28:50.604: INFO @log_variables: train age_loss mean: 3.678585 2021-05-07 15:28:50.604: INFO @log_variables: train gender_loss mean: 0.335760 2021-05-07 15:28:50.604: INFO @log_variables: train age_mae mean: 10.790868 2021-05-07 15:28:50.604: INFO @log_variables: train gender_accuracy mean: 0.853190 2021-05-07 15:28:50.604: INFO @log_variables: train gender_confidence/loss nanmean: 0.072788 2021-05-07 15:28:50.604: INFO @log_variables: train gender_confidence/accuracy mean: 0.751865 2021-05-07 15:28:50.604: INFO @log_variables: train age_confidence/loss mean: 0.050494 2021-05-07 15:28:50.604: INFO @log_variables: train age_confidence/accuracy mean: 0.716014 2021-05-07 15:28:50.604: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 15:28:50.606: INFO @metrics_hook: train age_mae: 10.791 +-0.158 (13807) 2021-05-07 15:28:50.610: INFO @metrics_hook: train gender_accuracy: 0.853 +-0.006 (13807) 2021-05-07 15:28:53.154: INFO @decay_lr : LR updated to `0.000110640416` 2021-05-07 15:28:53.156: INFO @log_profile : T train: 29.939266 2021-05-07 15:28:53.156: INFO @log_profile : T read data: 0.534553 2021-05-07 15:28:53.156: INFO @log_profile : T hooks: 3.151024 2021-05-07 15:28:53.156: INFO @main_loop : Epoch 199 done 2021-05-07 15:28:53.156: INFO @main_loop : Training epoch 200 2021-05-07 15:29:25.128: INFO @log_variables: train loss nanmean: 3.046508 2021-05-07 15:29:25.128: INFO @log_variables: train age_loss mean: 3.662367 2021-05-07 15:29:25.128: INFO @log_variables: train gender_loss mean: 0.333266 2021-05-07 15:29:25.128: INFO @log_variables: train age_mae mean: 10.794313 2021-05-07 15:29:25.128: INFO @log_variables: train gender_accuracy mean: 0.849175 2021-05-07 15:29:25.128: INFO @log_variables: train gender_confidence/loss nanmean: 0.073222 2021-05-07 15:29:25.128: INFO @log_variables: train gender_confidence/accuracy mean: 0.744068 2021-05-07 15:29:25.128: INFO @log_variables: train age_confidence/loss mean: 0.049224 2021-05-07 15:29:25.128: INFO @log_variables: train age_confidence/accuracy mean: 0.725043 2021-05-07 15:29:25.129: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 15:29:25.130: INFO @metrics_hook: train age_mae: 10.794 +-0.157 (13824) 2021-05-07 15:29:25.132: INFO @metrics_hook: train gender_accuracy: 0.849 +-0.006 (13824) 2021-05-07 15:29:27.761: INFO @decay_lr : LR updated to `0.00011008721` 2021-05-07 15:29:27.762: WARNING @module_wrapper: From /home/kopalja/.local/lib/python3.8/site-packages/emloop_tensorflow/model.py:305: The name tf.train.write_graph is deprecated. Please use tf.io.write_graph instead. 2021-05-07 15:29:31.309: INFO @save : Model saved to: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq/model_200.ckpt 2021-05-07 15:29:31.310: INFO @log_profile : T train: 30.918551 2021-05-07 15:29:31.310: INFO @log_profile : T read data: 0.395401 2021-05-07 15:29:31.311: INFO @log_profile : T hooks: 6.773862 2021-05-07 15:29:31.311: INFO @main_loop : Epoch 200 done 2021-05-07 15:29:31.311: INFO @main_loop : Training epoch 201 2021-05-07 15:30:03.417: INFO @log_variables: train loss nanmean: 3.019016 2021-05-07 15:30:03.417: INFO @log_variables: train age_loss mean: 3.673889 2021-05-07 15:30:03.417: INFO @log_variables: train gender_loss mean: 0.332383 2021-05-07 15:30:03.417: INFO @log_variables: train age_mae mean: 10.887304 2021-05-07 15:30:03.417: INFO @log_variables: train gender_accuracy mean: 0.855107 2021-05-07 15:30:03.418: INFO @log_variables: train gender_confidence/loss nanmean: 0.074086 2021-05-07 15:30:03.418: INFO @log_variables: train gender_confidence/accuracy mean: 0.751736 2021-05-07 15:30:03.418: INFO @log_variables: train age_confidence/loss mean: 0.049557 2021-05-07 15:30:03.418: INFO @log_variables: train age_confidence/accuracy mean: 0.721499 2021-05-07 15:30:03.418: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 15:30:03.421: INFO @metrics_hook: train age_mae: 10.887 +-0.158 (13824) 2021-05-07 15:30:03.424: INFO @metrics_hook: train gender_accuracy: 0.855 +-0.006 (13824) 2021-05-07 15:30:06.067: INFO @decay_lr : LR updated to `0.00010953678` 2021-05-07 15:30:06.068: INFO @log_profile : T train: 31.011658 2021-05-07 15:30:06.068: INFO @log_profile : T read data: 0.412534 2021-05-07 15:30:06.068: INFO @log_profile : T hooks: 3.265260 2021-05-07 15:30:06.069: INFO @main_loop : Epoch 201 done 2021-05-07 15:30:06.069: INFO @main_loop : Training epoch 202 2021-05-07 15:30:37.736: INFO @log_variables: train loss nanmean: 3.027028 2021-05-07 15:30:37.737: INFO @log_variables: train age_loss mean: 3.665592 2021-05-07 15:30:37.737: INFO @log_variables: train gender_loss mean: 0.322835 2021-05-07 15:30:37.737: INFO @log_variables: train age_mae mean: 10.867171 2021-05-07 15:30:37.737: INFO @log_variables: train gender_accuracy mean: 0.858001 2021-05-07 15:30:37.737: INFO @log_variables: train gender_confidence/loss nanmean: 0.073137 2021-05-07 15:30:37.737: INFO @log_variables: train gender_confidence/accuracy mean: 0.760055 2021-05-07 15:30:37.737: INFO @log_variables: train age_confidence/loss mean: 0.049589 2021-05-07 15:30:37.737: INFO @log_variables: train age_confidence/accuracy mean: 0.718461 2021-05-07 15:30:37.737: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 15:30:37.738: INFO @metrics_hook: train age_mae: 10.867 +-0.159 (13824) 2021-05-07 15:30:37.739: INFO @metrics_hook: train gender_accuracy: 0.858 +-0.006 (13824) 2021-05-07 15:30:40.336: INFO @decay_lr : LR updated to `0.000108989094` 2021-05-07 15:30:40.338: INFO @log_profile : T train: 30.620978 2021-05-07 15:30:40.338: INFO @log_profile : T read data: 0.386928 2021-05-07 15:30:40.338: INFO @log_profile : T hooks: 3.196943 2021-05-07 15:30:40.338: INFO @main_loop : Epoch 202 done 2021-05-07 15:30:40.338: INFO @main_loop : Training epoch 203 2021-05-07 15:31:11.698: INFO @log_variables: train loss nanmean: 3.050765 2021-05-07 15:31:11.698: INFO @log_variables: train age_loss mean: 3.689474 2021-05-07 15:31:11.699: INFO @log_variables: train gender_loss mean: 0.335543 2021-05-07 15:31:11.699: INFO @log_variables: train age_mae mean: 10.915746 2021-05-07 15:31:11.699: INFO @log_variables: train gender_accuracy mean: 0.850873 2021-05-07 15:31:11.699: INFO @log_variables: train gender_confidence/loss nanmean: 0.073308 2021-05-07 15:31:11.699: INFO @log_variables: train gender_confidence/accuracy mean: 0.757007 2021-05-07 15:31:11.699: INFO @log_variables: train age_confidence/loss mean: 0.049746 2021-05-07 15:31:11.699: INFO @log_variables: train age_confidence/accuracy mean: 0.718404 2021-05-07 15:31:11.699: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 15:31:11.701: INFO @metrics_hook: train age_mae: 10.916 +-0.160 (13807) 2021-05-07 15:31:11.703: INFO @metrics_hook: train gender_accuracy: 0.851 +-0.006 (13807) 2021-05-07 15:31:14.285: INFO @decay_lr : LR updated to `0.00010844415` 2021-05-07 15:31:14.287: INFO @log_profile : T train: 30.125273 2021-05-07 15:31:14.287: INFO @log_profile : T read data: 0.543576 2021-05-07 15:31:14.287: INFO @log_profile : T hooks: 3.211711 2021-05-07 15:31:14.287: INFO @main_loop : Epoch 203 done 2021-05-07 15:31:14.287: INFO @main_loop : Training epoch 204 2021-05-07 15:31:45.189: INFO @log_variables: train loss nanmean: 3.014297 2021-05-07 15:31:45.190: INFO @log_variables: train age_loss mean: 3.655900 2021-05-07 15:31:45.190: INFO @log_variables: train gender_loss mean: 0.325800 2021-05-07 15:31:45.190: INFO @log_variables: train age_mae mean: 10.621398 2021-05-07 15:31:45.190: INFO @log_variables: train gender_accuracy mean: 0.856626 2021-05-07 15:31:45.190: INFO @log_variables: train gender_confidence/loss nanmean: 0.072988 2021-05-07 15:31:45.190: INFO @log_variables: train gender_confidence/accuracy mean: 0.764540 2021-05-07 15:31:45.190: INFO @log_variables: train age_confidence/loss mean: 0.049895 2021-05-07 15:31:45.190: INFO @log_variables: train age_confidence/accuracy mean: 0.716869 2021-05-07 15:31:45.190: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 15:31:45.192: INFO @metrics_hook: train age_mae: 10.621 +-0.154 (13824) 2021-05-07 15:31:45.193: INFO @metrics_hook: train gender_accuracy: 0.857 +-0.006 (13824) 2021-05-07 15:31:47.238: INFO @decay_lr : LR updated to `0.00010790193` 2021-05-07 15:31:47.239: INFO @log_profile : T train: 29.900881 2021-05-07 15:31:47.239: INFO @log_profile : T read data: 0.375129 2021-05-07 15:31:47.239: INFO @log_profile : T hooks: 2.613985 2021-05-07 15:31:47.239: INFO @main_loop : Epoch 204 done 2021-05-07 15:31:47.239: INFO @main_loop : Training epoch 205 2021-05-07 15:32:19.397: INFO @log_variables: train loss nanmean: 3.040199 2021-05-07 15:32:19.397: INFO @log_variables: train age_loss mean: 3.664139 2021-05-07 15:32:19.397: INFO @log_variables: train gender_loss mean: 0.333230 2021-05-07 15:32:19.397: INFO @log_variables: train age_mae mean: 10.793609 2021-05-07 15:32:19.397: INFO @log_variables: train gender_accuracy mean: 0.853371 2021-05-07 15:32:19.397: INFO @log_variables: train gender_confidence/loss nanmean: 0.074297 2021-05-07 15:32:19.397: INFO @log_variables: train gender_confidence/accuracy mean: 0.755281 2021-05-07 15:32:19.397: INFO @log_variables: train age_confidence/loss mean: 0.049341 2021-05-07 15:32:19.397: INFO @log_variables: train age_confidence/accuracy mean: 0.726345 2021-05-07 15:32:19.397: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 15:32:19.399: INFO @metrics_hook: train age_mae: 10.794 +-0.157 (13824) 2021-05-07 15:32:19.405: INFO @metrics_hook: train gender_accuracy: 0.853 +-0.006 (13824) 2021-05-07 15:32:21.961: INFO @decay_lr : LR updated to `0.000107362415` 2021-05-07 15:32:21.963: INFO @log_profile : T train: 31.104378 2021-05-07 15:32:21.963: INFO @log_profile : T read data: 0.374633 2021-05-07 15:32:21.963: INFO @log_profile : T hooks: 3.180603 2021-05-07 15:32:21.963: INFO @main_loop : Epoch 205 done 2021-05-07 15:32:21.963: INFO @main_loop : Training epoch 206 2021-05-07 15:32:54.195: INFO @log_variables: train loss nanmean: 3.024681 2021-05-07 15:32:54.195: INFO @log_variables: train age_loss mean: 3.675513 2021-05-07 15:32:54.195: INFO @log_variables: train gender_loss mean: 0.336382 2021-05-07 15:32:54.195: INFO @log_variables: train age_mae mean: 10.867494 2021-05-07 15:32:54.195: INFO @log_variables: train gender_accuracy mean: 0.850873 2021-05-07 15:32:54.195: INFO @log_variables: train gender_confidence/loss nanmean: 0.072832 2021-05-07 15:32:54.196: INFO @log_variables: train gender_confidence/accuracy mean: 0.755341 2021-05-07 15:32:54.196: INFO @log_variables: train age_confidence/loss mean: 0.048539 2021-05-07 15:32:54.196: INFO @log_variables: train age_confidence/accuracy mean: 0.730354 2021-05-07 15:32:54.196: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 15:32:54.198: INFO @metrics_hook: train age_mae: 10.867 +-0.158 (13807) 2021-05-07 15:32:54.200: INFO @metrics_hook: train gender_accuracy: 0.851 +-0.006 (13807) 2021-05-07 15:32:56.751: INFO @decay_lr : LR updated to `0.0001068256` 2021-05-07 15:32:56.753: INFO @log_profile : T train: 31.030602 2021-05-07 15:32:56.753: INFO @log_profile : T read data: 0.550485 2021-05-07 15:32:56.753: INFO @log_profile : T hooks: 3.142689 2021-05-07 15:32:56.753: INFO @main_loop : Epoch 206 done 2021-05-07 15:32:56.753: INFO @main_loop : Training epoch 207 2021-05-07 15:33:28.590: INFO @log_variables: train loss nanmean: 3.030319 2021-05-07 15:33:28.590: INFO @log_variables: train age_loss mean: 3.665308 2021-05-07 15:33:28.590: INFO @log_variables: train gender_loss mean: 0.336932 2021-05-07 15:33:28.590: INFO @log_variables: train age_mae mean: 10.777897 2021-05-07 15:33:28.590: INFO @log_variables: train gender_accuracy mean: 0.851997 2021-05-07 15:33:28.590: INFO @log_variables: train gender_confidence/loss nanmean: 0.073762 2021-05-07 15:33:28.590: INFO @log_variables: train gender_confidence/accuracy mean: 0.747902 2021-05-07 15:33:28.591: INFO @log_variables: train age_confidence/loss mean: 0.049520 2021-05-07 15:33:28.591: INFO @log_variables: train age_confidence/accuracy mean: 0.722005 2021-05-07 15:33:28.591: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 15:33:28.592: INFO @metrics_hook: train age_mae: 10.778 +-0.158 (13824) 2021-05-07 15:33:28.594: INFO @metrics_hook: train gender_accuracy: 0.852 +-0.006 (13824) 2021-05-07 15:33:31.116: INFO @decay_lr : LR updated to `0.000106291474` 2021-05-07 15:33:31.119: INFO @log_profile : T train: 30.812259 2021-05-07 15:33:31.119: INFO @log_profile : T read data: 0.387576 2021-05-07 15:33:31.119: INFO @log_profile : T hooks: 3.101001 2021-05-07 15:33:31.119: INFO @main_loop : Epoch 207 done 2021-05-07 15:33:31.119: INFO @main_loop : Training epoch 208 2021-05-07 15:34:02.907: INFO @log_variables: train loss nanmean: 3.036898 2021-05-07 15:34:02.908: INFO @log_variables: train age_loss mean: 3.663318 2021-05-07 15:34:02.908: INFO @log_variables: train gender_loss mean: 0.335912 2021-05-07 15:34:02.908: INFO @log_variables: train age_mae mean: 10.716375 2021-05-07 15:34:02.909: INFO @log_variables: train gender_accuracy mean: 0.853588 2021-05-07 15:34:02.909: INFO @log_variables: train gender_confidence/loss nanmean: 0.073531 2021-05-07 15:34:02.909: INFO @log_variables: train gender_confidence/accuracy mean: 0.747179 2021-05-07 15:34:02.909: INFO @log_variables: train age_confidence/loss mean: 0.049708 2021-05-07 15:34:02.909: INFO @log_variables: train age_confidence/accuracy mean: 0.717159 2021-05-07 15:34:02.909: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 15:34:02.912: INFO @metrics_hook: train age_mae: 10.716 +-0.157 (13824) 2021-05-07 15:34:02.915: INFO @metrics_hook: train gender_accuracy: 0.854 +-0.006 (13824) 2021-05-07 15:34:05.491: INFO @decay_lr : LR updated to `0.00010576002` 2021-05-07 15:34:05.492: INFO @log_profile : T train: 30.725576 2021-05-07 15:34:05.492: INFO @log_profile : T read data: 0.388448 2021-05-07 15:34:05.492: INFO @log_profile : T hooks: 3.193110 2021-05-07 15:34:05.492: INFO @main_loop : Epoch 208 done 2021-05-07 15:34:05.492: INFO @main_loop : Training epoch 209 2021-05-07 15:34:37.394: INFO @log_variables: train loss nanmean: 3.062836 2021-05-07 15:34:37.394: INFO @log_variables: train age_loss mean: 3.673556 2021-05-07 15:34:37.394: INFO @log_variables: train gender_loss mean: 0.331240 2021-05-07 15:34:37.394: INFO @log_variables: train age_mae mean: 10.861364 2021-05-07 15:34:37.394: INFO @log_variables: train gender_accuracy mean: 0.854446 2021-05-07 15:34:37.394: INFO @log_variables: train gender_confidence/loss nanmean: 0.073154 2021-05-07 15:34:37.394: INFO @log_variables: train gender_confidence/accuracy mean: 0.755552 2021-05-07 15:34:37.395: INFO @log_variables: train age_confidence/loss mean: 0.049622 2021-05-07 15:34:37.395: INFO @log_variables: train age_confidence/accuracy mean: 0.719091 2021-05-07 15:34:37.395: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 15:34:37.397: INFO @metrics_hook: train age_mae: 10.861 +-0.161 (13823) 2021-05-07 15:34:37.399: INFO @metrics_hook: train gender_accuracy: 0.854 +-0.006 (13823) 2021-05-07 15:34:39.921: INFO @decay_lr : LR updated to `0.000105231215` 2021-05-07 15:34:39.923: INFO @log_profile : T train: 30.859382 2021-05-07 15:34:39.923: INFO @log_profile : T read data: 0.395215 2021-05-07 15:34:39.923: INFO @log_profile : T hooks: 3.109919 2021-05-07 15:34:39.923: INFO @main_loop : Epoch 209 done 2021-05-07 15:34:39.923: INFO @main_loop : Training epoch 210 2021-05-07 15:35:11.508: INFO @log_variables: train loss nanmean: 3.012962 2021-05-07 15:35:11.508: INFO @log_variables: train age_loss mean: 3.662840 2021-05-07 15:35:11.508: INFO @log_variables: train gender_loss mean: 0.327304 2021-05-07 15:35:11.508: INFO @log_variables: train age_mae mean: 10.764497 2021-05-07 15:35:11.509: INFO @log_variables: train gender_accuracy mean: 0.856957 2021-05-07 15:35:11.509: INFO @log_variables: train gender_confidence/loss nanmean: 0.072790 2021-05-07 15:35:11.509: INFO @log_variables: train gender_confidence/accuracy mean: 0.755341 2021-05-07 15:35:11.509: INFO @log_variables: train age_confidence/loss mean: 0.049180 2021-05-07 15:35:11.509: INFO @log_variables: train age_confidence/accuracy mean: 0.724053 2021-05-07 15:35:11.511: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 15:35:11.515: INFO @metrics_hook: train age_mae: 10.764 +-0.159 (13807) 2021-05-07 15:35:11.518: INFO @metrics_hook: train gender_accuracy: 0.857 +-0.006 (13807) 2021-05-07 15:35:14.103: INFO @decay_lr : LR updated to `0.00010470506` 2021-05-07 15:35:14.106: INFO @log_profile : T train: 30.415498 2021-05-07 15:35:14.106: INFO @log_profile : T read data: 0.525281 2021-05-07 15:35:14.108: INFO @log_profile : T hooks: 3.176973 2021-05-07 15:35:14.108: INFO @main_loop : Epoch 210 done 2021-05-07 15:35:14.108: INFO @main_loop : Training epoch 211 2021-05-07 15:35:45.728: INFO @log_variables: train loss nanmean: 3.025720 2021-05-07 15:35:45.728: INFO @log_variables: train age_loss mean: 3.671882 2021-05-07 15:35:45.728: INFO @log_variables: train gender_loss mean: 0.327519 2021-05-07 15:35:45.728: INFO @log_variables: train age_mae mean: 10.704375 2021-05-07 15:35:45.728: INFO @log_variables: train gender_accuracy mean: 0.859881 2021-05-07 15:35:45.728: INFO @log_variables: train gender_confidence/loss nanmean: 0.073817 2021-05-07 15:35:45.728: INFO @log_variables: train gender_confidence/accuracy mean: 0.754774 2021-05-07 15:35:45.729: INFO @log_variables: train age_confidence/loss mean: 0.050130 2021-05-07 15:35:45.729: INFO @log_variables: train age_confidence/accuracy mean: 0.713903 2021-05-07 15:35:45.729: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 15:35:45.731: INFO @metrics_hook: train age_mae: 10.704 +-0.157 (13824) 2021-05-07 15:35:45.733: INFO @metrics_hook: train gender_accuracy: 0.860 +-0.006 (13824) 2021-05-07 15:35:48.261: INFO @decay_lr : LR updated to `0.000104181534` 2021-05-07 15:35:48.262: INFO @log_profile : T train: 30.594226 2021-05-07 15:35:48.262: INFO @log_profile : T read data: 0.374076 2021-05-07 15:35:48.263: INFO @log_profile : T hooks: 3.120253 2021-05-07 15:35:48.263: INFO @main_loop : Epoch 211 done 2021-05-07 15:35:48.263: INFO @main_loop : Training epoch 212 2021-05-07 15:36:20.325: INFO @log_variables: train loss nanmean: 3.026847 2021-05-07 15:36:20.325: INFO @log_variables: train age_loss mean: 3.667263 2021-05-07 15:36:20.326: INFO @log_variables: train gender_loss mean: 0.317955 2021-05-07 15:36:20.326: INFO @log_variables: train age_mae mean: 10.687980 2021-05-07 15:36:20.326: INFO @log_variables: train gender_accuracy mean: 0.862486 2021-05-07 15:36:20.326: INFO @log_variables: train gender_confidence/loss nanmean: 0.072785 2021-05-07 15:36:20.326: INFO @log_variables: train gender_confidence/accuracy mean: 0.754774 2021-05-07 15:36:20.326: INFO @log_variables: train age_confidence/loss mean: 0.049313 2021-05-07 15:36:20.326: INFO @log_variables: train age_confidence/accuracy mean: 0.721209 2021-05-07 15:36:20.326: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 15:36:20.329: INFO @metrics_hook: train age_mae: 10.688 +-0.156 (13824) 2021-05-07 15:36:20.334: INFO @metrics_hook: train gender_accuracy: 0.862 +-0.006 (13824) 2021-05-07 15:36:22.859: INFO @decay_lr : LR updated to `0.000103660626` 2021-05-07 15:36:22.861: INFO @log_profile : T train: 30.996444 2021-05-07 15:36:22.861: INFO @log_profile : T read data: 0.401306 2021-05-07 15:36:22.861: INFO @log_profile : T hooks: 3.132643 2021-05-07 15:36:22.861: INFO @main_loop : Epoch 212 done 2021-05-07 15:36:22.861: INFO @main_loop : Training epoch 213 2021-05-07 15:36:54.772: INFO @log_variables: train loss nanmean: 3.030275 2021-05-07 15:36:54.775: INFO @log_variables: train age_loss mean: 3.662683 2021-05-07 15:36:54.775: INFO @log_variables: train gender_loss mean: 0.327895 2021-05-07 15:36:54.775: INFO @log_variables: train age_mae mean: 10.738266 2021-05-07 15:36:54.775: INFO @log_variables: train gender_accuracy mean: 0.855653 2021-05-07 15:36:54.775: INFO @log_variables: train gender_confidence/loss nanmean: 0.073524 2021-05-07 15:36:54.775: INFO @log_variables: train gender_confidence/accuracy mean: 0.749547 2021-05-07 15:36:54.775: INFO @log_variables: train age_confidence/loss mean: 0.048784 2021-05-07 15:36:54.776: INFO @log_variables: train age_confidence/accuracy mean: 0.726009 2021-05-07 15:36:54.776: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 15:36:54.778: INFO @metrics_hook: train age_mae: 10.738 +-0.157 (13807) 2021-05-07 15:36:54.783: INFO @metrics_hook: train gender_accuracy: 0.856 +-0.006 (13807) 2021-05-07 15:36:57.284: INFO @decay_lr : LR updated to `0.00010314232` 2021-05-07 15:36:57.285: INFO @log_profile : T train: 30.741038 2021-05-07 15:36:57.285: INFO @log_profile : T read data: 0.522764 2021-05-07 15:36:57.286: INFO @log_profile : T hooks: 3.096575 2021-05-07 15:36:57.286: INFO @main_loop : Epoch 213 done 2021-05-07 15:36:57.286: INFO @main_loop : Training epoch 214 2021-05-07 15:37:29.192: INFO @log_variables: train loss nanmean: 3.048293 2021-05-07 15:37:29.194: INFO @log_variables: train age_loss mean: 3.662945 2021-05-07 15:37:29.194: INFO @log_variables: train gender_loss mean: 0.329587 2021-05-07 15:37:29.194: INFO @log_variables: train age_mae mean: 10.737307 2021-05-07 15:37:29.194: INFO @log_variables: train gender_accuracy mean: 0.854456 2021-05-07 15:37:29.194: INFO @log_variables: train gender_confidence/loss nanmean: 0.073719 2021-05-07 15:37:29.194: INFO @log_variables: train gender_confidence/accuracy mean: 0.753255 2021-05-07 15:37:29.194: INFO @log_variables: train age_confidence/loss mean: 0.049723 2021-05-07 15:37:29.194: INFO @log_variables: train age_confidence/accuracy mean: 0.724103 2021-05-07 15:37:29.194: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 15:37:29.197: INFO @metrics_hook: train age_mae: 10.737 +-0.156 (13824) 2021-05-07 15:37:29.201: INFO @metrics_hook: train gender_accuracy: 0.854 +-0.006 (13824) 2021-05-07 15:37:31.779: INFO @decay_lr : LR updated to `0.00010262661` 2021-05-07 15:37:31.781: INFO @log_profile : T train: 30.861212 2021-05-07 15:37:31.781: INFO @log_profile : T read data: 0.387067 2021-05-07 15:37:31.781: INFO @log_profile : T hooks: 3.182892 2021-05-07 15:37:31.781: INFO @main_loop : Epoch 214 done 2021-05-07 15:37:31.781: INFO @main_loop : Training epoch 215 2021-05-07 15:38:03.717: INFO @log_variables: train loss nanmean: 3.004512 2021-05-07 15:38:03.717: INFO @log_variables: train age_loss mean: 3.659904 2021-05-07 15:38:03.718: INFO @log_variables: train gender_loss mean: 0.317720 2021-05-07 15:38:03.718: INFO @log_variables: train age_mae mean: 10.710588 2021-05-07 15:38:03.718: INFO @log_variables: train gender_accuracy mean: 0.858290 2021-05-07 15:38:03.718: INFO @log_variables: train gender_confidence/loss nanmean: 0.071987 2021-05-07 15:38:03.718: INFO @log_variables: train gender_confidence/accuracy mean: 0.763238 2021-05-07 15:38:03.718: INFO @log_variables: train age_confidence/loss mean: 0.050058 2021-05-07 15:38:03.718: INFO @log_variables: train age_confidence/accuracy mean: 0.717593 2021-05-07 15:38:03.719: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 15:38:03.722: INFO @metrics_hook: train age_mae: 10.711 +-0.158 (13824) 2021-05-07 15:38:03.726: INFO @metrics_hook: train gender_accuracy: 0.858 +-0.006 (13824) 2021-05-07 15:38:06.238: INFO @decay_lr : LR updated to `0.00010211348` 2021-05-07 15:38:06.239: INFO @log_profile : T train: 30.906458 2021-05-07 15:38:06.239: INFO @log_profile : T read data: 0.386367 2021-05-07 15:38:06.239: INFO @log_profile : T hooks: 3.104252 2021-05-07 15:38:06.239: INFO @main_loop : Epoch 215 done 2021-05-07 15:38:06.240: INFO @main_loop : Training epoch 216 2021-05-07 15:38:38.145: INFO @log_variables: train loss nanmean: 3.048043 2021-05-07 15:38:38.145: INFO @log_variables: train age_loss mean: 3.665271 2021-05-07 15:38:38.146: INFO @log_variables: train gender_loss mean: 0.326362 2021-05-07 15:38:38.146: INFO @log_variables: train age_mae mean: 10.762694 2021-05-07 15:38:38.146: INFO @log_variables: train gender_accuracy mean: 0.855870 2021-05-07 15:38:38.146: INFO @log_variables: train gender_confidence/loss nanmean: 0.072754 2021-05-07 15:38:38.147: INFO @log_variables: train gender_confidence/accuracy mean: 0.755052 2021-05-07 15:38:38.147: INFO @log_variables: train age_confidence/loss mean: 0.049468 2021-05-07 15:38:38.147: INFO @log_variables: train age_confidence/accuracy mean: 0.721808 2021-05-07 15:38:38.147: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 15:38:38.150: INFO @metrics_hook: train age_mae: 10.763 +-0.157 (13807) 2021-05-07 15:38:38.153: INFO @metrics_hook: train gender_accuracy: 0.856 +-0.006 (13807) 2021-05-07 15:38:40.732: INFO @decay_lr : LR updated to `0.00010160291` 2021-05-07 15:38:40.733: INFO @log_profile : T train: 30.754613 2021-05-07 15:38:40.733: INFO @log_profile : T read data: 0.511055 2021-05-07 15:38:40.733: INFO @log_profile : T hooks: 3.164966 2021-05-07 15:38:40.734: INFO @main_loop : Epoch 216 done 2021-05-07 15:38:40.734: INFO @main_loop : Training epoch 217 2021-05-07 15:39:12.255: INFO @log_variables: train loss nanmean: 3.044781 2021-05-07 15:39:12.255: INFO @log_variables: train age_loss mean: 3.662924 2021-05-07 15:39:12.255: INFO @log_variables: train gender_loss mean: 0.330428 2021-05-07 15:39:12.256: INFO @log_variables: train age_mae mean: 10.679359 2021-05-07 15:39:12.256: INFO @log_variables: train gender_accuracy mean: 0.853082 2021-05-07 15:39:12.256: INFO @log_variables: train gender_confidence/loss nanmean: 0.072099 2021-05-07 15:39:12.256: INFO @log_variables: train gender_confidence/accuracy mean: 0.759766 2021-05-07 15:39:12.256: INFO @log_variables: train age_confidence/loss mean: 0.049596 2021-05-07 15:39:12.256: INFO @log_variables: train age_confidence/accuracy mean: 0.722222 2021-05-07 15:39:12.256: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 15:39:12.258: INFO @metrics_hook: train age_mae: 10.679 +-0.155 (13824) 2021-05-07 15:39:12.261: INFO @metrics_hook: train gender_accuracy: 0.853 +-0.006 (13824) 2021-05-07 15:39:14.841: INFO @decay_lr : LR updated to `0.0001010949` 2021-05-07 15:39:14.842: INFO @log_profile : T train: 30.524457 2021-05-07 15:39:14.842: INFO @log_profile : T read data: 0.368412 2021-05-07 15:39:14.842: INFO @log_profile : T hooks: 3.156220 2021-05-07 15:39:14.842: INFO @main_loop : Epoch 217 done 2021-05-07 15:39:14.842: INFO @main_loop : Training epoch 218 2021-05-07 15:39:46.857: INFO @log_variables: train loss nanmean: 3.028894 2021-05-07 15:39:46.858: INFO @log_variables: train age_loss mean: 3.663109 2021-05-07 15:39:46.858: INFO @log_variables: train gender_loss mean: 0.318207 2021-05-07 15:39:46.858: INFO @log_variables: train age_mae mean: 10.776001 2021-05-07 15:39:46.858: INFO @log_variables: train gender_accuracy mean: 0.860243 2021-05-07 15:39:46.858: INFO @log_variables: train gender_confidence/loss nanmean: 0.072425 2021-05-07 15:39:46.858: INFO @log_variables: train gender_confidence/accuracy mean: 0.762876 2021-05-07 15:39:46.858: INFO @log_variables: train age_confidence/loss mean: 0.049663 2021-05-07 15:39:46.858: INFO @log_variables: train age_confidence/accuracy mean: 0.720486 2021-05-07 15:39:46.858: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 15:39:46.861: INFO @metrics_hook: train age_mae: 10.776 +-0.158 (13824) 2021-05-07 15:39:46.863: INFO @metrics_hook: train gender_accuracy: 0.860 +-0.006 (13824) 2021-05-07 15:39:49.456: INFO @decay_lr : LR updated to `0.00010058942` 2021-05-07 15:39:49.458: INFO @log_profile : T train: 30.974754 2021-05-07 15:39:49.458: INFO @log_profile : T read data: 0.395223 2021-05-07 15:39:49.458: INFO @log_profile : T hooks: 3.182536 2021-05-07 15:39:49.458: INFO @main_loop : Epoch 218 done 2021-05-07 15:39:49.458: INFO @main_loop : Training epoch 219 2021-05-07 15:40:21.310: INFO @log_variables: train loss nanmean: 3.036207 2021-05-07 15:40:21.312: INFO @log_variables: train age_loss mean: 3.661849 2021-05-07 15:40:21.312: INFO @log_variables: train gender_loss mean: 0.328652 2021-05-07 15:40:21.312: INFO @log_variables: train age_mae mean: 10.635769 2021-05-07 15:40:21.312: INFO @log_variables: train gender_accuracy mean: 0.856771 2021-05-07 15:40:21.312: INFO @log_variables: train gender_confidence/loss nanmean: 0.073616 2021-05-07 15:40:21.312: INFO @log_variables: train gender_confidence/accuracy mean: 0.754630 2021-05-07 15:40:21.312: INFO @log_variables: train age_confidence/loss mean: 0.049960 2021-05-07 15:40:21.312: INFO @log_variables: train age_confidence/accuracy mean: 0.719835 2021-05-07 15:40:21.312: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 15:40:21.313: INFO @metrics_hook: train age_mae: 10.636 +-0.157 (13824) 2021-05-07 15:40:21.315: INFO @metrics_hook: train gender_accuracy: 0.857 +-0.006 (13824) 2021-05-07 15:40:23.875: INFO @decay_lr : LR updated to `0.00010008647` 2021-05-07 15:40:23.876: INFO @log_profile : T train: 30.803969 2021-05-07 15:40:23.877: INFO @log_profile : T read data: 0.385445 2021-05-07 15:40:23.877: INFO @log_profile : T hooks: 3.160140 2021-05-07 15:40:23.877: INFO @main_loop : Epoch 219 done 2021-05-07 15:40:23.877: INFO @main_loop : Training epoch 220 2021-05-07 15:40:54.970: INFO @log_variables: train loss nanmean: 3.017659 2021-05-07 15:40:54.971: INFO @log_variables: train age_loss mean: 3.653094 2021-05-07 15:40:54.971: INFO @log_variables: train gender_loss mean: 0.326534 2021-05-07 15:40:54.971: INFO @log_variables: train age_mae mean: 10.569221 2021-05-07 15:40:54.971: INFO @log_variables: train gender_accuracy mean: 0.858550 2021-05-07 15:40:54.971: INFO @log_variables: train gender_confidence/loss nanmean: 0.073034 2021-05-07 15:40:54.971: INFO @log_variables: train gender_confidence/accuracy mean: 0.752734 2021-05-07 15:40:54.971: INFO @log_variables: train age_confidence/loss mean: 0.049604 2021-05-07 15:40:54.971: INFO @log_variables: train age_confidence/accuracy mean: 0.721373 2021-05-07 15:40:54.971: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 15:40:54.973: INFO @metrics_hook: train age_mae: 10.569 +-0.154 (13807) 2021-05-07 15:40:54.975: INFO @metrics_hook: train gender_accuracy: 0.859 +-0.006 (13807) 2021-05-07 15:40:57.560: INFO @decay_lr : LR updated to `9.958604e-05` 2021-05-07 15:40:57.562: INFO @log_profile : T train: 29.916721 2021-05-07 15:40:57.562: INFO @log_profile : T read data: 0.541365 2021-05-07 15:40:57.562: INFO @log_profile : T hooks: 3.163780 2021-05-07 15:40:57.562: INFO @main_loop : Epoch 220 done 2021-05-07 15:40:57.562: INFO @main_loop : Training epoch 221 2021-05-07 15:41:29.362: INFO @log_variables: train loss nanmean: 3.036302 2021-05-07 15:41:29.363: INFO @log_variables: train age_loss mean: 3.651170 2021-05-07 15:41:29.363: INFO @log_variables: train gender_loss mean: 0.319984 2021-05-07 15:41:29.363: INFO @log_variables: train age_mae mean: 10.573970 2021-05-07 15:41:29.364: INFO @log_variables: train gender_accuracy mean: 0.861328 2021-05-07 15:41:29.364: INFO @log_variables: train gender_confidence/loss nanmean: 0.073045 2021-05-07 15:41:29.364: INFO @log_variables: train gender_confidence/accuracy mean: 0.755498 2021-05-07 15:41:29.364: INFO @log_variables: train age_confidence/loss mean: 0.049613 2021-05-07 15:41:29.364: INFO @log_variables: train age_confidence/accuracy mean: 0.723090 2021-05-07 15:41:29.364: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 15:41:29.366: INFO @metrics_hook: train age_mae: 10.574 +-0.155 (13824) 2021-05-07 15:41:29.369: INFO @metrics_hook: train gender_accuracy: 0.861 +-0.006 (13824) 2021-05-07 15:41:31.879: INFO @decay_lr : LR updated to `9.908811e-05` 2021-05-07 15:41:31.880: INFO @log_profile : T train: 30.765017 2021-05-07 15:41:31.880: INFO @log_profile : T read data: 0.392638 2021-05-07 15:41:31.880: INFO @log_profile : T hooks: 3.096198 2021-05-07 15:41:31.880: INFO @main_loop : Epoch 221 done 2021-05-07 15:41:31.880: INFO @main_loop : Training epoch 222 2021-05-07 15:42:02.701: INFO @log_variables: train loss nanmean: 3.010056 2021-05-07 15:42:02.702: INFO @log_variables: train age_loss mean: 3.647812 2021-05-07 15:42:02.702: INFO @log_variables: train gender_loss mean: 0.322567 2021-05-07 15:42:02.702: INFO @log_variables: train age_mae mean: 10.584142 2021-05-07 15:42:02.702: INFO @log_variables: train gender_accuracy mean: 0.856109 2021-05-07 15:42:02.702: INFO @log_variables: train gender_confidence/loss nanmean: 0.072612 2021-05-07 15:42:02.702: INFO @log_variables: train gender_confidence/accuracy mean: 0.756855 2021-05-07 15:42:02.702: INFO @log_variables: train age_confidence/loss mean: 0.049781 2021-05-07 15:42:02.702: INFO @log_variables: train age_confidence/accuracy mean: 0.721334 2021-05-07 15:42:02.703: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 15:42:02.705: INFO @metrics_hook: train age_mae: 10.584 +-0.156 (13823) 2021-05-07 15:42:02.709: INFO @metrics_hook: train gender_accuracy: 0.856 +-0.006 (13823) 2021-05-07 15:42:05.259: INFO @decay_lr : LR updated to `9.859267e-05` 2021-05-07 15:42:05.263: INFO @log_profile : T train: 29.791246 2021-05-07 15:42:05.263: INFO @log_profile : T read data: 0.382422 2021-05-07 15:42:05.263: INFO @log_profile : T hooks: 3.143490 2021-05-07 15:42:05.263: INFO @main_loop : Epoch 222 done 2021-05-07 15:42:05.263: INFO @main_loop : Training epoch 223 2021-05-07 15:42:37.062: INFO @log_variables: train loss nanmean: 2.999861 2021-05-07 15:42:37.063: INFO @log_variables: train age_loss mean: 3.666569 2021-05-07 15:42:37.063: INFO @log_variables: train gender_loss mean: 0.325859 2021-05-07 15:42:37.063: INFO @log_variables: train age_mae mean: 10.652764 2021-05-07 15:42:37.063: INFO @log_variables: train gender_accuracy mean: 0.857536 2021-05-07 15:42:37.063: INFO @log_variables: train gender_confidence/loss nanmean: 0.072498 2021-05-07 15:42:37.063: INFO @log_variables: train gender_confidence/accuracy mean: 0.752227 2021-05-07 15:42:37.063: INFO @log_variables: train age_confidence/loss mean: 0.049277 2021-05-07 15:42:37.063: INFO @log_variables: train age_confidence/accuracy mean: 0.721446 2021-05-07 15:42:37.063: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 15:42:37.068: INFO @metrics_hook: train age_mae: 10.653 +-0.153 (13807) 2021-05-07 15:42:37.076: INFO @metrics_hook: train gender_accuracy: 0.858 +-0.006 (13807) 2021-05-07 15:42:39.705: INFO @decay_lr : LR updated to `9.809971e-05` 2021-05-07 15:42:39.707: INFO @log_profile : T train: 30.609299 2021-05-07 15:42:39.707: INFO @log_profile : T read data: 0.534442 2021-05-07 15:42:39.707: INFO @log_profile : T hooks: 3.234087 2021-05-07 15:42:39.707: INFO @main_loop : Epoch 223 done 2021-05-07 15:42:39.707: INFO @main_loop : Training epoch 224 2021-05-07 15:43:11.944: INFO @log_variables: train loss nanmean: 2.985724 2021-05-07 15:43:11.944: INFO @log_variables: train age_loss mean: 3.648518 2021-05-07 15:43:11.944: INFO @log_variables: train gender_loss mean: 0.329871 2021-05-07 15:43:11.944: INFO @log_variables: train age_mae mean: 10.657906 2021-05-07 15:43:11.944: INFO @log_variables: train gender_accuracy mean: 0.855107 2021-05-07 15:43:11.944: INFO @log_variables: train gender_confidence/loss nanmean: 0.072532 2021-05-07 15:43:11.944: INFO @log_variables: train gender_confidence/accuracy mean: 0.752387 2021-05-07 15:43:11.944: INFO @log_variables: train age_confidence/loss mean: 0.049827 2021-05-07 15:43:11.944: INFO @log_variables: train age_confidence/accuracy mean: 0.717014 2021-05-07 15:43:11.944: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 15:43:11.946: INFO @metrics_hook: train age_mae: 10.658 +-0.156 (13824) 2021-05-07 15:43:11.947: INFO @metrics_hook: train gender_accuracy: 0.855 +-0.006 (13824) 2021-05-07 15:43:14.559: INFO @decay_lr : LR updated to `9.7609205e-05` 2021-05-07 15:43:14.560: INFO @log_profile : T train: 31.238534 2021-05-07 15:43:14.561: INFO @log_profile : T read data: 0.371699 2021-05-07 15:43:14.561: INFO @log_profile : T hooks: 3.179964 2021-05-07 15:43:14.561: INFO @main_loop : Epoch 224 done 2021-05-07 15:43:14.561: INFO @main_loop : Training epoch 225 2021-05-07 15:43:46.526: INFO @log_variables: train loss nanmean: 2.996343 2021-05-07 15:43:46.526: INFO @log_variables: train age_loss mean: 3.653922 2021-05-07 15:43:46.526: INFO @log_variables: train gender_loss mean: 0.324382 2021-05-07 15:43:46.526: INFO @log_variables: train age_mae mean: 10.594527 2021-05-07 15:43:46.526: INFO @log_variables: train gender_accuracy mean: 0.858362 2021-05-07 15:43:46.526: INFO @log_variables: train gender_confidence/loss nanmean: 0.072930 2021-05-07 15:43:46.526: INFO @log_variables: train gender_confidence/accuracy mean: 0.757740 2021-05-07 15:43:46.527: INFO @log_variables: train age_confidence/loss mean: 0.049839 2021-05-07 15:43:46.527: INFO @log_variables: train age_confidence/accuracy mean: 0.718605 2021-05-07 15:43:46.527: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 15:43:46.528: INFO @metrics_hook: train age_mae: 10.595 +-0.154 (13824) 2021-05-07 15:43:46.529: INFO @metrics_hook: train gender_accuracy: 0.858 +-0.006 (13824) 2021-05-07 15:43:49.089: INFO @decay_lr : LR updated to `9.7121156e-05` 2021-05-07 15:43:49.091: INFO @log_profile : T train: 30.926327 2021-05-07 15:43:49.091: INFO @log_profile : T read data: 0.388205 2021-05-07 15:43:49.091: INFO @log_profile : T hooks: 3.150815 2021-05-07 15:43:49.091: INFO @main_loop : Epoch 225 done 2021-05-07 15:43:49.091: INFO @main_loop : Training epoch 226 2021-05-07 15:44:20.730: INFO @log_variables: train loss nanmean: 3.024641 2021-05-07 15:44:20.730: INFO @log_variables: train age_loss mean: 3.649314 2021-05-07 15:44:20.730: INFO @log_variables: train gender_loss mean: 0.317435 2021-05-07 15:44:20.731: INFO @log_variables: train age_mae mean: 10.616035 2021-05-07 15:44:20.731: INFO @log_variables: train gender_accuracy mean: 0.857784 2021-05-07 15:44:20.731: INFO @log_variables: train gender_confidence/loss nanmean: 0.071889 2021-05-07 15:44:20.731: INFO @log_variables: train gender_confidence/accuracy mean: 0.762949 2021-05-07 15:44:20.731: INFO @log_variables: train age_confidence/loss mean: 0.049762 2021-05-07 15:44:20.731: INFO @log_variables: train age_confidence/accuracy mean: 0.715422 2021-05-07 15:44:20.731: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 15:44:20.733: INFO @metrics_hook: train age_mae: 10.616 +-0.156 (13824) 2021-05-07 15:44:20.737: INFO @metrics_hook: train gender_accuracy: 0.858 +-0.006 (13824) 2021-05-07 15:44:23.275: INFO @decay_lr : LR updated to `9.663555e-05` 2021-05-07 15:44:23.276: INFO @log_profile : T train: 30.612457 2021-05-07 15:44:23.276: INFO @log_profile : T read data: 0.386147 2021-05-07 15:44:23.276: INFO @log_profile : T hooks: 3.123194 2021-05-07 15:44:23.276: INFO @main_loop : Epoch 226 done 2021-05-07 15:44:23.276: INFO @main_loop : Training epoch 227 2021-05-07 15:44:54.396: INFO @log_variables: train loss nanmean: 2.967551 2021-05-07 15:44:54.396: INFO @log_variables: train age_loss mean: 3.636644 2021-05-07 15:44:54.396: INFO @log_variables: train gender_loss mean: 0.326151 2021-05-07 15:44:54.396: INFO @log_variables: train age_mae mean: 10.536461 2021-05-07 15:44:54.396: INFO @log_variables: train gender_accuracy mean: 0.856305 2021-05-07 15:44:54.396: INFO @log_variables: train gender_confidence/loss nanmean: 0.073053 2021-05-07 15:44:54.396: INFO @log_variables: train gender_confidence/accuracy mean: 0.754979 2021-05-07 15:44:54.396: INFO @log_variables: train age_confidence/loss mean: 0.050228 2021-05-07 15:44:54.397: INFO @log_variables: train age_confidence/accuracy mean: 0.719273 2021-05-07 15:44:54.397: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 15:44:54.398: INFO @metrics_hook: train age_mae: 10.536 +-0.157 (13807) 2021-05-07 15:44:54.400: INFO @metrics_hook: train gender_accuracy: 0.856 +-0.006 (13807) 2021-05-07 15:44:57.027: INFO @decay_lr : LR updated to `9.615238e-05` 2021-05-07 15:44:57.028: INFO @log_profile : T train: 29.944470 2021-05-07 15:44:57.029: INFO @log_profile : T read data: 0.534688 2021-05-07 15:44:57.029: INFO @log_profile : T hooks: 3.209220 2021-05-07 15:44:57.029: INFO @main_loop : Epoch 227 done 2021-05-07 15:44:57.029: INFO @main_loop : Training epoch 228 2021-05-07 15:45:29.301: INFO @log_variables: train loss nanmean: 3.013480 2021-05-07 15:45:29.302: INFO @log_variables: train age_loss mean: 3.643301 2021-05-07 15:45:29.303: INFO @log_variables: train gender_loss mean: 0.321128 2021-05-07 15:45:29.303: INFO @log_variables: train age_mae mean: 10.468408 2021-05-07 15:45:29.303: INFO @log_variables: train gender_accuracy mean: 0.855324 2021-05-07 15:45:29.303: INFO @log_variables: train gender_confidence/loss nanmean: 0.072160 2021-05-07 15:45:29.303: INFO @log_variables: train gender_confidence/accuracy mean: 0.766710 2021-05-07 15:45:29.303: INFO @log_variables: train age_confidence/loss mean: 0.050333 2021-05-07 15:45:29.303: INFO @log_variables: train age_confidence/accuracy mean: 0.711806 2021-05-07 15:45:29.303: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 15:45:29.305: INFO @metrics_hook: train age_mae: 10.468 +-0.155 (13824) 2021-05-07 15:45:29.309: INFO @metrics_hook: train gender_accuracy: 0.855 +-0.006 (13824) 2021-05-07 15:45:31.923: INFO @decay_lr : LR updated to `9.567162e-05` 2021-05-07 15:45:31.924: INFO @log_profile : T train: 31.279015 2021-05-07 15:45:31.925: INFO @log_profile : T read data: 0.370858 2021-05-07 15:45:31.925: INFO @log_profile : T hooks: 3.181890 2021-05-07 15:45:31.925: INFO @main_loop : Epoch 228 done 2021-05-07 15:45:31.925: INFO @main_loop : Training epoch 229 2021-05-07 15:46:02.903: INFO @log_variables: train loss nanmean: 3.020017 2021-05-07 15:46:02.904: INFO @log_variables: train age_loss mean: 3.657819 2021-05-07 15:46:02.904: INFO @log_variables: train gender_loss mean: 0.327915 2021-05-07 15:46:02.904: INFO @log_variables: train age_mae mean: 10.582445 2021-05-07 15:46:02.904: INFO @log_variables: train gender_accuracy mean: 0.855179 2021-05-07 15:46:02.904: INFO @log_variables: train gender_confidence/loss nanmean: 0.072860 2021-05-07 15:46:02.904: INFO @log_variables: train gender_confidence/accuracy mean: 0.755715 2021-05-07 15:46:02.904: INFO @log_variables: train age_confidence/loss mean: 0.050165 2021-05-07 15:46:02.904: INFO @log_variables: train age_confidence/accuracy mean: 0.715133 2021-05-07 15:46:02.905: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 15:46:02.910: INFO @metrics_hook: train age_mae: 10.582 +-0.157 (13824) 2021-05-07 15:46:02.914: INFO @metrics_hook: train gender_accuracy: 0.855 +-0.006 (13824) 2021-05-07 15:46:05.561: INFO @decay_lr : LR updated to `9.519326e-05` 2021-05-07 15:46:05.562: INFO @log_profile : T train: 29.936760 2021-05-07 15:46:05.562: INFO @log_profile : T read data: 0.376452 2021-05-07 15:46:05.562: INFO @log_profile : T hooks: 3.261392 2021-05-07 15:46:05.562: INFO @main_loop : Epoch 229 done 2021-05-07 15:46:05.562: INFO @main_loop : Training epoch 230 2021-05-07 15:46:37.772: INFO @log_variables: train loss nanmean: 3.055876 2021-05-07 15:46:37.772: INFO @log_variables: train age_loss mean: 3.667644 2021-05-07 15:46:37.772: INFO @log_variables: train gender_loss mean: 0.327754 2021-05-07 15:46:37.772: INFO @log_variables: train age_mae mean: 10.725009 2021-05-07 15:46:37.772: INFO @log_variables: train gender_accuracy mean: 0.856450 2021-05-07 15:46:37.773: INFO @log_variables: train gender_confidence/loss nanmean: 0.072940 2021-05-07 15:46:37.773: INFO @log_variables: train gender_confidence/accuracy mean: 0.753241 2021-05-07 15:46:37.773: INFO @log_variables: train age_confidence/loss mean: 0.049730 2021-05-07 15:46:37.773: INFO @log_variables: train age_confidence/accuracy mean: 0.722677 2021-05-07 15:46:37.773: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 15:46:37.776: INFO @metrics_hook: train age_mae: 10.725 +-0.159 (13807) 2021-05-07 15:46:37.779: INFO @metrics_hook: train gender_accuracy: 0.856 +-0.006 (13807) 2021-05-07 15:46:40.293: INFO @decay_lr : LR updated to `9.4717296e-05` 2021-05-07 15:46:40.296: INFO @log_profile : T train: 31.051291 2021-05-07 15:46:40.296: INFO @log_profile : T read data: 0.512652 2021-05-07 15:46:40.296: INFO @log_profile : T hooks: 3.105845 2021-05-07 15:46:40.296: INFO @main_loop : Epoch 230 done 2021-05-07 15:46:40.297: INFO @main_loop : Training epoch 231 2021-05-07 15:47:12.199: INFO @log_variables: train loss nanmean: 3.007987 2021-05-07 15:47:12.199: INFO @log_variables: train age_loss mean: 3.655719 2021-05-07 15:47:12.199: INFO @log_variables: train gender_loss mean: 0.315976 2021-05-07 15:47:12.199: INFO @log_variables: train age_mae mean: 10.665661 2021-05-07 15:47:12.199: INFO @log_variables: train gender_accuracy mean: 0.861834 2021-05-07 15:47:12.199: INFO @log_variables: train gender_confidence/loss nanmean: 0.072235 2021-05-07 15:47:12.200: INFO @log_variables: train gender_confidence/accuracy mean: 0.760417 2021-05-07 15:47:12.200: INFO @log_variables: train age_confidence/loss mean: 0.050207 2021-05-07 15:47:12.200: INFO @log_variables: train age_confidence/accuracy mean: 0.716797 2021-05-07 15:47:12.200: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 15:47:12.204: INFO @metrics_hook: train age_mae: 10.666 +-0.158 (13824) 2021-05-07 15:47:12.207: INFO @metrics_hook: train gender_accuracy: 0.862 +-0.006 (13824) 2021-05-07 15:47:14.822: INFO @decay_lr : LR updated to `9.424371e-05` 2021-05-07 15:47:14.823: INFO @log_profile : T train: 30.860275 2021-05-07 15:47:14.824: INFO @log_profile : T read data: 0.388305 2021-05-07 15:47:14.824: INFO @log_profile : T hooks: 3.214030 2021-05-07 15:47:14.824: INFO @main_loop : Epoch 231 done 2021-05-07 15:47:14.824: INFO @main_loop : Training epoch 232 2021-05-07 15:47:45.734: INFO @log_variables: train loss nanmean: 3.022437 2021-05-07 15:47:45.735: INFO @log_variables: train age_loss mean: 3.655512 2021-05-07 15:47:45.736: INFO @log_variables: train gender_loss mean: 0.323237 2021-05-07 15:47:45.736: INFO @log_variables: train age_mae mean: 10.574917 2021-05-07 15:47:45.736: INFO @log_variables: train gender_accuracy mean: 0.857567 2021-05-07 15:47:45.736: INFO @log_variables: train gender_confidence/loss nanmean: 0.073197 2021-05-07 15:47:45.736: INFO @log_variables: train gender_confidence/accuracy mean: 0.754702 2021-05-07 15:47:45.736: INFO @log_variables: train age_confidence/loss mean: 0.050213 2021-05-07 15:47:45.736: INFO @log_variables: train age_confidence/accuracy mean: 0.716652 2021-05-07 15:47:45.736: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 15:47:45.738: INFO @metrics_hook: train age_mae: 10.575 +-0.156 (13824) 2021-05-07 15:47:45.740: INFO @metrics_hook: train gender_accuracy: 0.858 +-0.006 (13824) 2021-05-07 15:47:48.309: INFO @decay_lr : LR updated to `9.377249e-05` 2021-05-07 15:47:48.310: INFO @log_profile : T train: 29.824409 2021-05-07 15:47:48.310: INFO @log_profile : T read data: 0.405644 2021-05-07 15:47:48.310: INFO @log_profile : T hooks: 3.189618 2021-05-07 15:47:48.310: INFO @main_loop : Epoch 232 done 2021-05-07 15:47:48.311: INFO @main_loop : Training epoch 233 2021-05-07 15:48:20.125: INFO @log_variables: train loss nanmean: 3.013698 2021-05-07 15:48:20.127: INFO @log_variables: train age_loss mean: 3.658677 2021-05-07 15:48:20.127: INFO @log_variables: train gender_loss mean: 0.323214 2021-05-07 15:48:20.127: INFO @log_variables: train age_mae mean: 10.707469 2021-05-07 15:48:20.128: INFO @log_variables: train gender_accuracy mean: 0.859954 2021-05-07 15:48:20.128: INFO @log_variables: train gender_confidence/loss nanmean: 0.073783 2021-05-07 15:48:20.128: INFO @log_variables: train gender_confidence/accuracy mean: 0.752749 2021-05-07 15:48:20.128: INFO @log_variables: train age_confidence/loss mean: 0.049420 2021-05-07 15:48:20.128: INFO @log_variables: train age_confidence/accuracy mean: 0.721065 2021-05-07 15:48:20.128: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 15:48:20.129: INFO @metrics_hook: train age_mae: 10.707 +-0.157 (13824) 2021-05-07 15:48:20.131: INFO @metrics_hook: train gender_accuracy: 0.860 +-0.006 (13824) 2021-05-07 15:48:22.633: INFO @decay_lr : LR updated to `9.330363e-05` 2021-05-07 15:48:22.634: INFO @log_profile : T train: 30.800073 2021-05-07 15:48:22.634: INFO @log_profile : T read data: 0.384141 2021-05-07 15:48:22.634: INFO @log_profile : T hooks: 3.077320 2021-05-07 15:48:22.635: INFO @main_loop : Epoch 233 done 2021-05-07 15:48:22.635: INFO @main_loop : Training epoch 234 2021-05-07 15:48:54.957: INFO @log_variables: train loss nanmean: 3.013474 2021-05-07 15:48:54.959: INFO @log_variables: train age_loss mean: 3.646192 2021-05-07 15:48:54.959: INFO @log_variables: train gender_loss mean: 0.317587 2021-05-07 15:48:54.959: INFO @log_variables: train age_mae mean: 10.472933 2021-05-07 15:48:54.959: INFO @log_variables: train gender_accuracy mean: 0.858695 2021-05-07 15:48:54.960: INFO @log_variables: train gender_confidence/loss nanmean: 0.071520 2021-05-07 15:48:54.960: INFO @log_variables: train gender_confidence/accuracy mean: 0.765699 2021-05-07 15:48:54.960: INFO @log_variables: train age_confidence/loss mean: 0.049958 2021-05-07 15:48:54.960: INFO @log_variables: train age_confidence/accuracy mean: 0.721446 2021-05-07 15:48:54.960: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 15:48:54.963: INFO @metrics_hook: train age_mae: 10.473 +-0.155 (13807) 2021-05-07 15:48:54.966: INFO @metrics_hook: train gender_accuracy: 0.859 +-0.006 (13807) 2021-05-07 15:48:57.560: INFO @decay_lr : LR updated to `9.283711e-05` 2021-05-07 15:48:57.561: INFO @log_profile : T train: 31.127152 2021-05-07 15:48:57.561: INFO @log_profile : T read data: 0.536650 2021-05-07 15:48:57.561: INFO @log_profile : T hooks: 3.199178 2021-05-07 15:48:57.561: INFO @main_loop : Epoch 234 done 2021-05-07 15:48:57.561: INFO @main_loop : Training epoch 235 2021-05-07 15:49:28.599: INFO @log_variables: train loss nanmean: 2.995481 2021-05-07 15:49:28.601: INFO @log_variables: train age_loss mean: 3.655384 2021-05-07 15:49:28.601: INFO @log_variables: train gender_loss mean: 0.318609 2021-05-07 15:49:28.601: INFO @log_variables: train age_mae mean: 10.608453 2021-05-07 15:49:28.601: INFO @log_variables: train gender_accuracy mean: 0.861473 2021-05-07 15:49:28.601: INFO @log_variables: train gender_confidence/loss nanmean: 0.073105 2021-05-07 15:49:28.601: INFO @log_variables: train gender_confidence/accuracy mean: 0.761068 2021-05-07 15:49:28.601: INFO @log_variables: train age_confidence/loss mean: 0.049800 2021-05-07 15:49:28.601: INFO @log_variables: train age_confidence/accuracy mean: 0.720124 2021-05-07 15:49:28.601: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 15:49:28.604: INFO @metrics_hook: train age_mae: 10.608 +-0.156 (13824) 2021-05-07 15:49:28.606: INFO @metrics_hook: train gender_accuracy: 0.861 +-0.006 (13824) 2021-05-07 15:49:30.985: INFO @decay_lr : LR updated to `9.2372924e-05` 2021-05-07 15:49:30.987: INFO @log_profile : T train: 29.944899 2021-05-07 15:49:30.987: INFO @log_profile : T read data: 0.408551 2021-05-07 15:49:30.987: INFO @log_profile : T hooks: 3.005350 2021-05-07 15:49:30.987: INFO @main_loop : Epoch 235 done 2021-05-07 15:49:30.987: INFO @main_loop : Training epoch 236 2021-05-07 15:50:02.847: INFO @log_variables: train loss nanmean: 2.986030 2021-05-07 15:50:02.848: INFO @log_variables: train age_loss mean: 3.644892 2021-05-07 15:50:02.848: INFO @log_variables: train gender_loss mean: 0.326390 2021-05-07 15:50:02.848: INFO @log_variables: train age_mae mean: 10.470547 2021-05-07 15:50:02.848: INFO @log_variables: train gender_accuracy mean: 0.858290 2021-05-07 15:50:02.848: INFO @log_variables: train gender_confidence/loss nanmean: 0.073639 2021-05-07 15:50:02.848: INFO @log_variables: train gender_confidence/accuracy mean: 0.757017 2021-05-07 15:50:02.848: INFO @log_variables: train age_confidence/loss mean: 0.050437 2021-05-07 15:50:02.848: INFO @log_variables: train age_confidence/accuracy mean: 0.715567 2021-05-07 15:50:02.848: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 15:50:02.850: INFO @metrics_hook: train age_mae: 10.471 +-0.157 (13824) 2021-05-07 15:50:02.852: INFO @metrics_hook: train gender_accuracy: 0.858 +-0.006 (13824) 2021-05-07 15:50:05.368: INFO @decay_lr : LR updated to `9.191106e-05` 2021-05-07 15:50:05.370: INFO @log_profile : T train: 30.844585 2021-05-07 15:50:05.370: INFO @log_profile : T read data: 0.377083 2021-05-07 15:50:05.370: INFO @log_profile : T hooks: 3.099590 2021-05-07 15:50:05.370: INFO @main_loop : Epoch 236 done 2021-05-07 15:50:05.370: INFO @main_loop : Training epoch 237 2021-05-07 15:50:36.488: INFO @log_variables: train loss nanmean: 2.973567 2021-05-07 15:50:36.489: INFO @log_variables: train age_loss mean: 3.648566 2021-05-07 15:50:36.489: INFO @log_variables: train gender_loss mean: 0.317168 2021-05-07 15:50:36.489: INFO @log_variables: train age_mae mean: 10.435964 2021-05-07 15:50:36.489: INFO @log_variables: train gender_accuracy mean: 0.860361 2021-05-07 15:50:36.489: INFO @log_variables: train gender_confidence/loss nanmean: 0.071452 2021-05-07 15:50:36.489: INFO @log_variables: train gender_confidence/accuracy mean: 0.762367 2021-05-07 15:50:36.489: INFO @log_variables: train age_confidence/loss mean: 0.050642 2021-05-07 15:50:36.489: INFO @log_variables: train age_confidence/accuracy mean: 0.706888 2021-05-07 15:50:36.489: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 15:50:36.492: INFO @metrics_hook: train age_mae: 10.436 +-0.154 (13807) 2021-05-07 15:50:36.495: INFO @metrics_hook: train gender_accuracy: 0.860 +-0.006 (13807) 2021-05-07 15:50:39.047: INFO @decay_lr : LR updated to `9.1451504e-05` 2021-05-07 15:50:39.049: INFO @log_profile : T train: 29.970540 2021-05-07 15:50:39.049: INFO @log_profile : T read data: 0.514643 2021-05-07 15:50:39.049: INFO @log_profile : T hooks: 3.130364 2021-05-07 15:50:39.049: INFO @main_loop : Epoch 237 done 2021-05-07 15:50:39.049: INFO @main_loop : Training epoch 238 2021-05-07 15:51:11.076: INFO @log_variables: train loss nanmean: 2.997137 2021-05-07 15:51:11.077: INFO @log_variables: train age_loss mean: 3.640226 2021-05-07 15:51:11.077: INFO @log_variables: train gender_loss mean: 0.313543 2021-05-07 15:51:11.077: INFO @log_variables: train age_mae mean: 10.335200 2021-05-07 15:51:11.077: INFO @log_variables: train gender_accuracy mean: 0.866030 2021-05-07 15:51:11.077: INFO @log_variables: train gender_confidence/loss nanmean: 0.073489 2021-05-07 15:51:11.077: INFO @log_variables: train gender_confidence/accuracy mean: 0.757234 2021-05-07 15:51:11.077: INFO @log_variables: train age_confidence/loss mean: 0.050719 2021-05-07 15:51:11.077: INFO @log_variables: train age_confidence/accuracy mean: 0.710793 2021-05-07 15:51:11.077: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 15:51:11.079: INFO @metrics_hook: train age_mae: 10.335 +-0.155 (13824) 2021-05-07 15:51:11.081: INFO @metrics_hook: train gender_accuracy: 0.866 +-0.006 (13824) 2021-05-07 15:51:13.615: INFO @decay_lr : LR updated to `9.099425e-05` 2021-05-07 15:51:13.617: INFO @log_profile : T train: 30.981662 2021-05-07 15:51:13.617: INFO @log_profile : T read data: 0.395549 2021-05-07 15:51:13.617: INFO @log_profile : T hooks: 3.123031 2021-05-07 15:51:13.617: INFO @main_loop : Epoch 238 done 2021-05-07 15:51:13.617: INFO @main_loop : Training epoch 239 2021-05-07 15:51:44.308: INFO @log_variables: train loss nanmean: 3.031084 2021-05-07 15:51:44.313: INFO @log_variables: train age_loss mean: 3.653985 2021-05-07 15:51:44.313: INFO @log_variables: train gender_loss mean: 0.315821 2021-05-07 15:51:44.313: INFO @log_variables: train age_mae mean: 10.453984 2021-05-07 15:51:44.313: INFO @log_variables: train gender_accuracy mean: 0.860822 2021-05-07 15:51:44.313: INFO @log_variables: train gender_confidence/loss nanmean: 0.072039 2021-05-07 15:51:44.313: INFO @log_variables: train gender_confidence/accuracy mean: 0.763238 2021-05-07 15:51:44.313: INFO @log_variables: train age_confidence/loss mean: 0.050456 2021-05-07 15:51:44.314: INFO @log_variables: train age_confidence/accuracy mean: 0.715278 2021-05-07 15:51:44.314: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 15:51:44.315: INFO @metrics_hook: train age_mae: 10.454 +-0.156 (13824) 2021-05-07 15:51:44.317: INFO @metrics_hook: train gender_accuracy: 0.861 +-0.006 (13824) 2021-05-07 15:51:46.960: INFO @decay_lr : LR updated to `9.053927e-05` 2021-05-07 15:51:46.962: INFO @log_profile : T train: 29.658870 2021-05-07 15:51:46.962: INFO @log_profile : T read data: 0.388800 2021-05-07 15:51:46.962: INFO @log_profile : T hooks: 3.230972 2021-05-07 15:51:46.962: INFO @main_loop : Epoch 239 done 2021-05-07 15:51:46.963: INFO @main_loop : Training epoch 240 2021-05-07 15:52:18.040: INFO @log_variables: train loss nanmean: 2.989179 2021-05-07 15:52:18.041: INFO @log_variables: train age_loss mean: 3.623186 2021-05-07 15:52:18.041: INFO @log_variables: train gender_loss mean: 0.313374 2021-05-07 15:52:18.042: INFO @log_variables: train age_mae mean: 10.332951 2021-05-07 15:52:18.042: INFO @log_variables: train gender_accuracy mean: 0.861592 2021-05-07 15:52:18.042: INFO @log_variables: train gender_confidence/loss nanmean: 0.071570 2021-05-07 15:52:18.042: INFO @log_variables: train gender_confidence/accuracy mean: 0.771638 2021-05-07 15:52:18.042: INFO @log_variables: train age_confidence/loss mean: 0.050317 2021-05-07 15:52:18.042: INFO @log_variables: train age_confidence/accuracy mean: 0.718476 2021-05-07 15:52:18.042: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 15:52:18.044: INFO @metrics_hook: train age_mae: 10.333 +-0.154 (13807) 2021-05-07 15:52:18.046: INFO @metrics_hook: train gender_accuracy: 0.862 +-0.006 (13807) 2021-05-07 15:52:20.609: INFO @decay_lr : LR updated to `9.008658e-05` 2021-05-07 15:52:20.611: INFO @log_profile : T train: 29.919513 2021-05-07 15:52:20.611: INFO @log_profile : T read data: 0.510519 2021-05-07 15:52:20.611: INFO @log_profile : T hooks: 3.155934 2021-05-07 15:52:20.611: INFO @main_loop : Epoch 240 done 2021-05-07 15:52:20.611: INFO @main_loop : Training epoch 241 2021-05-07 15:52:52.623: INFO @log_variables: train loss nanmean: 2.999770 2021-05-07 15:52:52.624: INFO @log_variables: train age_loss mean: 3.639223 2021-05-07 15:52:52.624: INFO @log_variables: train gender_loss mean: 0.304757 2021-05-07 15:52:52.624: INFO @log_variables: train age_mae mean: 10.531063 2021-05-07 15:52:52.624: INFO @log_variables: train gender_accuracy mean: 0.866536 2021-05-07 15:52:52.624: INFO @log_variables: train gender_confidence/loss nanmean: 0.071323 2021-05-07 15:52:52.625: INFO @log_variables: train gender_confidence/accuracy mean: 0.768157 2021-05-07 15:52:52.625: INFO @log_variables: train age_confidence/loss mean: 0.050034 2021-05-07 15:52:52.625: INFO @log_variables: train age_confidence/accuracy mean: 0.717665 2021-05-07 15:52:52.625: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 15:52:52.628: INFO @metrics_hook: train age_mae: 10.531 +-0.158 (13824) 2021-05-07 15:52:52.631: INFO @metrics_hook: train gender_accuracy: 0.867 +-0.006 (13824) 2021-05-07 15:52:55.221: INFO @decay_lr : LR updated to `8.9636145e-05` 2021-05-07 15:52:55.223: INFO @log_profile : T train: 30.980158 2021-05-07 15:52:55.223: INFO @log_profile : T read data: 0.387254 2021-05-07 15:52:55.223: INFO @log_profile : T hooks: 3.179403 2021-05-07 15:52:55.223: INFO @main_loop : Epoch 241 done 2021-05-07 15:52:55.223: INFO @main_loop : Training epoch 242 2021-05-07 15:53:25.821: INFO @log_variables: train loss nanmean: 3.002387 2021-05-07 15:53:25.821: INFO @log_variables: train age_loss mean: 3.633428 2021-05-07 15:53:25.821: INFO @log_variables: train gender_loss mean: 0.320927 2021-05-07 15:53:25.821: INFO @log_variables: train age_mae mean: 10.505422 2021-05-07 15:53:25.821: INFO @log_variables: train gender_accuracy mean: 0.860233 2021-05-07 15:53:25.822: INFO @log_variables: train gender_confidence/loss nanmean: 0.072577 2021-05-07 15:53:25.822: INFO @log_variables: train gender_confidence/accuracy mean: 0.759314 2021-05-07 15:53:25.822: INFO @log_variables: train age_confidence/loss mean: 0.050224 2021-05-07 15:53:25.822: INFO @log_variables: train age_confidence/accuracy mean: 0.714317 2021-05-07 15:53:25.822: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 15:53:25.823: INFO @metrics_hook: train age_mae: 10.505 +-0.157 (13823) 2021-05-07 15:53:25.824: INFO @metrics_hook: train gender_accuracy: 0.860 +-0.006 (13823) 2021-05-07 15:53:28.433: INFO @decay_lr : LR updated to `8.918797e-05` 2021-05-07 15:53:28.435: INFO @log_profile : T train: 29.563748 2021-05-07 15:53:28.436: INFO @log_profile : T read data: 0.389592 2021-05-07 15:53:28.436: INFO @log_profile : T hooks: 3.194043 2021-05-07 15:53:28.436: INFO @main_loop : Epoch 242 done 2021-05-07 15:53:28.436: INFO @main_loop : Training epoch 243 2021-05-07 15:54:00.262: INFO @log_variables: train loss nanmean: 3.020103 2021-05-07 15:54:00.263: INFO @log_variables: train age_loss mean: 3.638850 2021-05-07 15:54:00.263: INFO @log_variables: train gender_loss mean: 0.313313 2021-05-07 15:54:00.263: INFO @log_variables: train age_mae mean: 10.428137 2021-05-07 15:54:00.263: INFO @log_variables: train gender_accuracy mean: 0.860315 2021-05-07 15:54:00.263: INFO @log_variables: train gender_confidence/loss nanmean: 0.071442 2021-05-07 15:54:00.263: INFO @log_variables: train gender_confidence/accuracy mean: 0.763527 2021-05-07 15:54:00.263: INFO @log_variables: train age_confidence/loss mean: 0.050617 2021-05-07 15:54:00.263: INFO @log_variables: train age_confidence/accuracy mean: 0.715784 2021-05-07 15:54:00.263: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 15:54:00.267: INFO @metrics_hook: train age_mae: 10.428 +-0.155 (13824) 2021-05-07 15:54:00.272: INFO @metrics_hook: train gender_accuracy: 0.860 +-0.006 (13824) 2021-05-07 15:54:02.875: INFO @decay_lr : LR updated to `8.8742025e-05` 2021-05-07 15:54:02.877: INFO @log_profile : T train: 30.802503 2021-05-07 15:54:02.877: INFO @log_profile : T read data: 0.378996 2021-05-07 15:54:02.877: INFO @log_profile : T hooks: 3.195263 2021-05-07 15:54:02.877: INFO @main_loop : Epoch 243 done 2021-05-07 15:54:02.877: INFO @main_loop : Training epoch 244 2021-05-07 15:54:34.847: INFO @log_variables: train loss nanmean: 3.028100 2021-05-07 15:54:34.847: INFO @log_variables: train age_loss mean: 3.641305 2021-05-07 15:54:34.847: INFO @log_variables: train gender_loss mean: 0.312221 2021-05-07 15:54:34.847: INFO @log_variables: train age_mae mean: 10.457523 2021-05-07 15:54:34.847: INFO @log_variables: train gender_accuracy mean: 0.863837 2021-05-07 15:54:34.848: INFO @log_variables: train gender_confidence/loss nanmean: 0.072147 2021-05-07 15:54:34.848: INFO @log_variables: train gender_confidence/accuracy mean: 0.759035 2021-05-07 15:54:34.848: INFO @log_variables: train age_confidence/loss mean: 0.050668 2021-05-07 15:54:34.848: INFO @log_variables: train age_confidence/accuracy mean: 0.716376 2021-05-07 15:54:34.848: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 15:54:34.849: INFO @metrics_hook: train age_mae: 10.458 +-0.156 (13807) 2021-05-07 15:54:34.850: INFO @metrics_hook: train gender_accuracy: 0.864 +-0.006 (13807) 2021-05-07 15:54:37.459: INFO @decay_lr : LR updated to `8.8298315e-05` 2021-05-07 15:54:37.460: INFO @log_profile : T train: 30.778420 2021-05-07 15:54:37.460: INFO @log_profile : T read data: 0.538381 2021-05-07 15:54:37.461: INFO @log_profile : T hooks: 3.202475 2021-05-07 15:54:37.461: INFO @main_loop : Epoch 244 done 2021-05-07 15:54:37.461: INFO @main_loop : Training epoch 245 2021-05-07 15:55:08.415: INFO @log_variables: train loss nanmean: 3.035957 2021-05-07 15:55:08.417: INFO @log_variables: train age_loss mean: 3.643997 2021-05-07 15:55:08.417: INFO @log_variables: train gender_loss mean: 0.312795 2021-05-07 15:55:08.417: INFO @log_variables: train age_mae mean: 10.524093 2021-05-07 15:55:08.417: INFO @log_variables: train gender_accuracy mean: 0.863860 2021-05-07 15:55:08.417: INFO @log_variables: train gender_confidence/loss nanmean: 0.072174 2021-05-07 15:55:08.417: INFO @log_variables: train gender_confidence/accuracy mean: 0.760200 2021-05-07 15:55:08.418: INFO @log_variables: train age_confidence/loss mean: 0.050322 2021-05-07 15:55:08.418: INFO @log_variables: train age_confidence/accuracy mean: 0.716652 2021-05-07 15:55:08.418: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 15:55:08.421: INFO @metrics_hook: train age_mae: 10.524 +-0.157 (13824) 2021-05-07 15:55:08.423: INFO @metrics_hook: train gender_accuracy: 0.864 +-0.006 (13824) 2021-05-07 15:55:11.074: INFO @decay_lr : LR updated to `8.7856824e-05` 2021-05-07 15:55:11.076: INFO @log_profile : T train: 29.925752 2021-05-07 15:55:11.076: INFO @log_profile : T read data: 0.382807 2021-05-07 15:55:11.076: INFO @log_profile : T hooks: 3.242089 2021-05-07 15:55:11.076: INFO @main_loop : Epoch 245 done 2021-05-07 15:55:11.076: INFO @main_loop : Training epoch 246 2021-05-07 15:55:42.897: INFO @log_variables: train loss nanmean: 3.045014 2021-05-07 15:55:42.897: INFO @log_variables: train age_loss mean: 3.651750 2021-05-07 15:55:42.897: INFO @log_variables: train gender_loss mean: 0.315518 2021-05-07 15:55:42.897: INFO @log_variables: train age_mae mean: 10.400918 2021-05-07 15:55:42.897: INFO @log_variables: train gender_accuracy mean: 0.862630 2021-05-07 15:55:42.898: INFO @log_variables: train gender_confidence/loss nanmean: 0.071750 2021-05-07 15:55:42.898: INFO @log_variables: train gender_confidence/accuracy mean: 0.760127 2021-05-07 15:55:42.898: INFO @log_variables: train age_confidence/loss mean: 0.050887 2021-05-07 15:55:42.898: INFO @log_variables: train age_confidence/accuracy mean: 0.712240 2021-05-07 15:55:42.898: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 15:55:42.901: INFO @metrics_hook: train age_mae: 10.401 +-0.154 (13824) 2021-05-07 15:55:42.903: INFO @metrics_hook: train gender_accuracy: 0.863 +-0.006 (13824) 2021-05-07 15:55:45.581: INFO @decay_lr : LR updated to `8.741754e-05` 2021-05-07 15:55:45.582: INFO @log_profile : T train: 30.747908 2021-05-07 15:55:45.582: INFO @log_profile : T read data: 0.402794 2021-05-07 15:55:45.582: INFO @log_profile : T hooks: 3.288837 2021-05-07 15:55:45.582: INFO @main_loop : Epoch 246 done 2021-05-07 15:55:45.582: INFO @main_loop : Training epoch 247 2021-05-07 15:56:16.585: INFO @log_variables: train loss nanmean: 2.984882 2021-05-07 15:56:16.585: INFO @log_variables: train age_loss mean: 3.648172 2021-05-07 15:56:16.585: INFO @log_variables: train gender_loss mean: 0.314737 2021-05-07 15:56:16.585: INFO @log_variables: train age_mae mean: 10.479028 2021-05-07 15:56:16.585: INFO @log_variables: train gender_accuracy mean: 0.858840 2021-05-07 15:56:16.585: INFO @log_variables: train gender_confidence/loss nanmean: 0.071374 2021-05-07 15:56:16.585: INFO @log_variables: train gender_confidence/accuracy mean: 0.761932 2021-05-07 15:56:16.585: INFO @log_variables: train age_confidence/loss mean: 0.050821 2021-05-07 15:56:16.585: INFO @log_variables: train age_confidence/accuracy mean: 0.712103 2021-05-07 15:56:16.585: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 15:56:16.587: INFO @metrics_hook: train age_mae: 10.479 +-0.157 (13807) 2021-05-07 15:56:16.590: INFO @metrics_hook: train gender_accuracy: 0.859 +-0.006 (13807) 2021-05-07 15:56:19.189: INFO @decay_lr : LR updated to `8.698045e-05` 2021-05-07 15:56:19.191: INFO @log_profile : T train: 29.802074 2021-05-07 15:56:19.191: INFO @log_profile : T read data: 0.550692 2021-05-07 15:56:19.191: INFO @log_profile : T hooks: 3.191051 2021-05-07 15:56:19.192: INFO @main_loop : Epoch 247 done 2021-05-07 15:56:19.192: INFO @main_loop : Training epoch 248 2021-05-07 15:56:51.131: INFO @log_variables: train loss nanmean: 3.011044 2021-05-07 15:56:51.131: INFO @log_variables: train age_loss mean: 3.637019 2021-05-07 15:56:51.131: INFO @log_variables: train gender_loss mean: 0.315443 2021-05-07 15:56:51.131: INFO @log_variables: train age_mae mean: 10.475118 2021-05-07 15:56:51.131: INFO @log_variables: train gender_accuracy mean: 0.859158 2021-05-07 15:56:51.131: INFO @log_variables: train gender_confidence/loss nanmean: 0.071844 2021-05-07 15:56:51.131: INFO @log_variables: train gender_confidence/accuracy mean: 0.758898 2021-05-07 15:56:51.131: INFO @log_variables: train age_confidence/loss mean: 0.050161 2021-05-07 15:56:51.132: INFO @log_variables: train age_confidence/accuracy mean: 0.713686 2021-05-07 15:56:51.132: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 15:56:51.134: INFO @metrics_hook: train age_mae: 10.475 +-0.157 (13824) 2021-05-07 15:56:51.135: INFO @metrics_hook: train gender_accuracy: 0.859 +-0.006 (13824) 2021-05-07 15:56:53.704: INFO @decay_lr : LR updated to `8.6545544e-05` 2021-05-07 15:56:53.706: INFO @log_profile : T train: 30.915844 2021-05-07 15:56:53.706: INFO @log_profile : T read data: 0.375283 2021-05-07 15:56:53.706: INFO @log_profile : T hooks: 3.159804 2021-05-07 15:56:53.706: INFO @main_loop : Epoch 248 done 2021-05-07 15:56:53.706: INFO @main_loop : Training epoch 249 2021-05-07 15:57:25.611: INFO @log_variables: train loss nanmean: 3.030288 2021-05-07 15:57:25.611: INFO @log_variables: train age_loss mean: 3.634296 2021-05-07 15:57:25.611: INFO @log_variables: train gender_loss mean: 0.313135 2021-05-07 15:57:25.611: INFO @log_variables: train age_mae mean: 10.426991 2021-05-07 15:57:25.611: INFO @log_variables: train gender_accuracy mean: 0.865379 2021-05-07 15:57:25.611: INFO @log_variables: train gender_confidence/loss nanmean: 0.072892 2021-05-07 15:57:25.611: INFO @log_variables: train gender_confidence/accuracy mean: 0.761791 2021-05-07 15:57:25.611: INFO @log_variables: train age_confidence/loss mean: 0.050324 2021-05-07 15:57:25.612: INFO @log_variables: train age_confidence/accuracy mean: 0.717593 2021-05-07 15:57:25.612: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 15:57:25.614: INFO @metrics_hook: train age_mae: 10.427 +-0.154 (13824) 2021-05-07 15:57:25.616: INFO @metrics_hook: train gender_accuracy: 0.865 +-0.006 (13824) 2021-05-07 15:57:31.721: INFO @decay_lr : LR updated to `8.6112814e-05` 2021-05-07 15:57:31.722: INFO @log_profile : T train: 30.872167 2021-05-07 15:57:31.722: INFO @log_profile : T read data: 0.381125 2021-05-07 15:57:31.722: INFO @log_profile : T hooks: 6.700341 2021-05-07 15:57:31.722: INFO @main_loop : Epoch 249 done 2021-05-07 15:57:31.722: INFO @main_loop : Training epoch 250 2021-05-07 15:58:02.480: INFO @log_variables: train loss nanmean: 2.996876 2021-05-07 15:58:02.480: INFO @log_variables: train age_loss mean: 3.629419 2021-05-07 15:58:02.480: INFO @log_variables: train gender_loss mean: 0.310978 2021-05-07 15:58:02.480: INFO @log_variables: train age_mae mean: 10.388043 2021-05-07 15:58:02.480: INFO @log_variables: train gender_accuracy mean: 0.863643 2021-05-07 15:58:02.480: INFO @log_variables: train gender_confidence/loss nanmean: 0.071829 2021-05-07 15:58:02.480: INFO @log_variables: train gender_confidence/accuracy mean: 0.761574 2021-05-07 15:58:02.481: INFO @log_variables: train age_confidence/loss mean: 0.050297 2021-05-07 15:58:02.481: INFO @log_variables: train age_confidence/accuracy mean: 0.720052 2021-05-07 15:58:02.481: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 15:58:02.488: INFO @metrics_hook: train age_mae: 10.388 +-0.156 (13824) 2021-05-07 15:58:02.490: INFO @metrics_hook: train gender_accuracy: 0.864 +-0.006 (13824) 2021-05-07 15:58:05.016: INFO @decay_lr : LR updated to `8.568225e-05` 2021-05-07 15:58:05.017: INFO @log_profile : T train: 29.710052 2021-05-07 15:58:05.017: INFO @log_profile : T read data: 0.404324 2021-05-07 15:58:05.017: INFO @log_profile : T hooks: 3.113270 2021-05-07 15:58:05.018: INFO @main_loop : Epoch 250 done 2021-05-07 15:58:05.018: INFO @main_loop : Training epoch 251 2021-05-07 15:58:37.010: INFO @log_variables: train loss nanmean: 2.994211 2021-05-07 15:58:37.012: INFO @log_variables: train age_loss mean: 3.637046 2021-05-07 15:58:37.012: INFO @log_variables: train gender_loss mean: 0.312615 2021-05-07 15:58:37.012: INFO @log_variables: train age_mae mean: 10.311717 2021-05-07 15:58:37.012: INFO @log_variables: train gender_accuracy mean: 0.862596 2021-05-07 15:58:37.012: INFO @log_variables: train gender_confidence/loss nanmean: 0.071495 2021-05-07 15:58:37.012: INFO @log_variables: train gender_confidence/accuracy mean: 0.766116 2021-05-07 15:58:37.012: INFO @log_variables: train age_confidence/loss mean: 0.050974 2021-05-07 15:58:37.013: INFO @log_variables: train age_confidence/accuracy mean: 0.710126 2021-05-07 15:58:37.013: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 15:58:37.016: INFO @metrics_hook: train age_mae: 10.312 +-0.154 (13806) 2021-05-07 15:58:37.018: INFO @metrics_hook: train gender_accuracy: 0.863 +-0.006 (13806) 2021-05-07 15:58:39.616: INFO @decay_lr : LR updated to `8.525384e-05` 2021-05-07 15:58:39.617: INFO @log_profile : T train: 30.798272 2021-05-07 15:58:39.617: INFO @log_profile : T read data: 0.532416 2021-05-07 15:58:39.617: INFO @log_profile : T hooks: 3.203170 2021-05-07 15:58:39.617: INFO @main_loop : Epoch 251 done 2021-05-07 15:58:39.617: INFO @main_loop : Training epoch 252 2021-05-07 15:59:11.668: INFO @log_variables: train loss nanmean: 2.959099 2021-05-07 15:59:11.669: INFO @log_variables: train age_loss mean: 3.634817 2021-05-07 15:59:11.670: INFO @log_variables: train gender_loss mean: 0.311818 2021-05-07 15:59:11.670: INFO @log_variables: train age_mae mean: 10.357354 2021-05-07 15:59:11.671: INFO @log_variables: train gender_accuracy mean: 0.860749 2021-05-07 15:59:11.672: INFO @log_variables: train gender_confidence/loss nanmean: 0.071402 2021-05-07 15:59:11.672: INFO @log_variables: train gender_confidence/accuracy mean: 0.764612 2021-05-07 15:59:11.672: INFO @log_variables: train age_confidence/loss mean: 0.050726 2021-05-07 15:59:11.673: INFO @log_variables: train age_confidence/accuracy mean: 0.713325 2021-05-07 15:59:11.673: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 15:59:11.677: INFO @metrics_hook: train age_mae: 10.357 +-0.155 (13824) 2021-05-07 15:59:11.679: INFO @metrics_hook: train gender_accuracy: 0.861 +-0.006 (13824) 2021-05-07 15:59:14.202: INFO @decay_lr : LR updated to `8.4827574e-05` 2021-05-07 15:59:14.203: INFO @log_profile : T train: 31.019845 2021-05-07 15:59:14.203: INFO @log_profile : T read data: 0.383996 2021-05-07 15:59:14.203: INFO @log_profile : T hooks: 3.117514 2021-05-07 15:59:14.203: INFO @main_loop : Epoch 252 done 2021-05-07 15:59:14.203: INFO @main_loop : Training epoch 253 2021-05-07 15:59:46.563: INFO @log_variables: train loss nanmean: 2.954895 2021-05-07 15:59:46.563: INFO @log_variables: train age_loss mean: 3.632687 2021-05-07 15:59:46.563: INFO @log_variables: train gender_loss mean: 0.308254 2021-05-07 15:59:46.563: INFO @log_variables: train age_mae mean: 10.441813 2021-05-07 15:59:46.564: INFO @log_variables: train gender_accuracy mean: 0.865741 2021-05-07 15:59:46.564: INFO @log_variables: train gender_confidence/loss nanmean: 0.072245 2021-05-07 15:59:46.564: INFO @log_variables: train gender_confidence/accuracy mean: 0.759549 2021-05-07 15:59:46.564: INFO @log_variables: train age_confidence/loss mean: 0.050355 2021-05-07 15:59:46.564: INFO @log_variables: train age_confidence/accuracy mean: 0.714120 2021-05-07 15:59:46.564: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 15:59:46.566: INFO @metrics_hook: train age_mae: 10.442 +-0.155 (13824) 2021-05-07 15:59:46.567: INFO @metrics_hook: train gender_accuracy: 0.866 +-0.006 (13824) 2021-05-07 15:59:49.116: INFO @decay_lr : LR updated to `8.440344e-05` 2021-05-07 15:59:49.118: INFO @log_profile : T train: 31.337743 2021-05-07 15:59:49.118: INFO @log_profile : T read data: 0.382314 2021-05-07 15:59:49.118: INFO @log_profile : T hooks: 3.132678 2021-05-07 15:59:49.118: INFO @main_loop : Epoch 253 done 2021-05-07 15:59:49.118: INFO @main_loop : Training epoch 254 2021-05-07 16:00:19.829: INFO @log_variables: train loss nanmean: 3.005637 2021-05-07 16:00:19.829: INFO @log_variables: train age_loss mean: 3.627575 2021-05-07 16:00:19.829: INFO @log_variables: train gender_loss mean: 0.318901 2021-05-07 16:00:19.829: INFO @log_variables: train age_mae mean: 10.380789 2021-05-07 16:00:19.829: INFO @log_variables: train gender_accuracy mean: 0.861230 2021-05-07 16:00:19.829: INFO @log_variables: train gender_confidence/loss nanmean: 0.072028 2021-05-07 16:00:19.829: INFO @log_variables: train gender_confidence/accuracy mean: 0.758021 2021-05-07 16:00:19.830: INFO @log_variables: train age_confidence/loss mean: 0.050436 2021-05-07 16:00:19.830: INFO @log_variables: train age_confidence/accuracy mean: 0.718042 2021-05-07 16:00:19.830: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 16:00:19.831: INFO @metrics_hook: train age_mae: 10.381 +-0.156 (13807) 2021-05-07 16:00:19.833: INFO @metrics_hook: train gender_accuracy: 0.861 +-0.006 (13807) 2021-05-07 16:00:22.437: INFO @decay_lr : LR updated to `8.398142e-05` 2021-05-07 16:00:22.439: INFO @log_profile : T train: 29.533916 2021-05-07 16:00:22.439: INFO @log_profile : T read data: 0.528448 2021-05-07 16:00:22.439: INFO @log_profile : T hooks: 3.194751 2021-05-07 16:00:22.439: INFO @main_loop : Epoch 254 done 2021-05-07 16:00:22.439: INFO @main_loop : Training epoch 255 2021-05-07 16:00:54.738: INFO @log_variables: train loss nanmean: 2.979267 2021-05-07 16:00:54.738: INFO @log_variables: train age_loss mean: 3.630832 2021-05-07 16:00:54.738: INFO @log_variables: train gender_loss mean: 0.313345 2021-05-07 16:00:54.738: INFO @log_variables: train age_mae mean: 10.281734 2021-05-07 16:00:54.739: INFO @log_variables: train gender_accuracy mean: 0.861318 2021-05-07 16:00:54.739: INFO @log_variables: train gender_confidence/loss nanmean: 0.071424 2021-05-07 16:00:54.739: INFO @log_variables: train gender_confidence/accuracy mean: 0.761702 2021-05-07 16:00:54.739: INFO @log_variables: train age_confidence/loss mean: 0.051039 2021-05-07 16:00:54.739: INFO @log_variables: train age_confidence/accuracy mean: 0.710193 2021-05-07 16:00:54.739: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 16:00:54.742: INFO @metrics_hook: train age_mae: 10.282 +-0.153 (13823) 2021-05-07 16:00:54.745: INFO @metrics_hook: train gender_accuracy: 0.861 +-0.006 (13823) 2021-05-07 16:00:57.387: INFO @decay_lr : LR updated to `8.356151e-05` 2021-05-07 16:00:57.388: INFO @log_profile : T train: 31.263465 2021-05-07 16:00:57.388: INFO @log_profile : T read data: 0.391759 2021-05-07 16:00:57.388: INFO @log_profile : T hooks: 3.228481 2021-05-07 16:00:57.388: INFO @main_loop : Epoch 255 done 2021-05-07 16:00:57.388: INFO @main_loop : Training epoch 256 2021-05-07 16:01:28.391: INFO @log_variables: train loss nanmean: 2.971380 2021-05-07 16:01:28.391: INFO @log_variables: train age_loss mean: 3.627764 2021-05-07 16:01:28.391: INFO @log_variables: train gender_loss mean: 0.307177 2021-05-07 16:01:28.391: INFO @log_variables: train age_mae mean: 10.261391 2021-05-07 16:01:28.391: INFO @log_variables: train gender_accuracy mean: 0.865379 2021-05-07 16:01:28.391: INFO @log_variables: train gender_confidence/loss nanmean: 0.071957 2021-05-07 16:01:28.391: INFO @log_variables: train gender_confidence/accuracy mean: 0.763021 2021-05-07 16:01:28.391: INFO @log_variables: train age_confidence/loss mean: 0.051468 2021-05-07 16:01:28.391: INFO @log_variables: train age_confidence/accuracy mean: 0.710793 2021-05-07 16:01:28.391: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 16:01:28.393: INFO @metrics_hook: train age_mae: 10.261 +-0.156 (13824) 2021-05-07 16:01:28.394: INFO @metrics_hook: train gender_accuracy: 0.865 +-0.006 (13824) 2021-05-07 16:01:31.049: INFO @decay_lr : LR updated to `8.31437e-05` 2021-05-07 16:01:31.051: INFO @log_profile : T train: 30.001663 2021-05-07 16:01:31.051: INFO @log_profile : T read data: 0.370160 2021-05-07 16:01:31.051: INFO @log_profile : T hooks: 3.228768 2021-05-07 16:01:31.052: INFO @main_loop : Epoch 256 done 2021-05-07 16:01:31.052: INFO @main_loop : Training epoch 257 2021-05-07 16:02:02.974: INFO @log_variables: train loss nanmean: 3.017946 2021-05-07 16:02:02.975: INFO @log_variables: train age_loss mean: 3.628551 2021-05-07 16:02:02.975: INFO @log_variables: train gender_loss mean: 0.308718 2021-05-07 16:02:02.976: INFO @log_variables: train age_mae mean: 10.425828 2021-05-07 16:02:02.976: INFO @log_variables: train gender_accuracy mean: 0.867260 2021-05-07 16:02:02.976: INFO @log_variables: train gender_confidence/loss nanmean: 0.072574 2021-05-07 16:02:02.976: INFO @log_variables: train gender_confidence/accuracy mean: 0.759549 2021-05-07 16:02:02.976: INFO @log_variables: train age_confidence/loss mean: 0.050264 2021-05-07 16:02:02.976: INFO @log_variables: train age_confidence/accuracy mean: 0.715856 2021-05-07 16:02:02.976: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 16:02:02.981: INFO @metrics_hook: train age_mae: 10.426 +-0.154 (13824) 2021-05-07 16:02:02.983: INFO @metrics_hook: train gender_accuracy: 0.867 +-0.006 (13824) 2021-05-07 16:02:05.537: INFO @decay_lr : LR updated to `8.272798e-05` 2021-05-07 16:02:05.539: INFO @log_profile : T train: 30.868922 2021-05-07 16:02:05.540: INFO @log_profile : T read data: 0.396136 2021-05-07 16:02:05.540: INFO @log_profile : T hooks: 3.157855 2021-05-07 16:02:05.540: INFO @main_loop : Epoch 257 done 2021-05-07 16:02:05.540: INFO @main_loop : Training epoch 258 2021-05-07 16:02:37.806: INFO @log_variables: train loss nanmean: 3.002108 2021-05-07 16:02:37.807: INFO @log_variables: train age_loss mean: 3.636417 2021-05-07 16:02:37.807: INFO @log_variables: train gender_loss mean: 0.312274 2021-05-07 16:02:37.807: INFO @log_variables: train age_mae mean: 10.248769 2021-05-07 16:02:37.807: INFO @log_variables: train gender_accuracy mean: 0.861085 2021-05-07 16:02:37.807: INFO @log_variables: train gender_confidence/loss nanmean: 0.072017 2021-05-07 16:02:37.807: INFO @log_variables: train gender_confidence/accuracy mean: 0.755559 2021-05-07 16:02:37.807: INFO @log_variables: train age_confidence/loss mean: 0.051190 2021-05-07 16:02:37.807: INFO @log_variables: train age_confidence/accuracy mean: 0.712682 2021-05-07 16:02:37.807: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 16:02:37.808: INFO @metrics_hook: train age_mae: 10.249 +-0.153 (13807) 2021-05-07 16:02:37.810: INFO @metrics_hook: train gender_accuracy: 0.861 +-0.006 (13807) 2021-05-07 16:02:40.382: INFO @decay_lr : LR updated to `8.231434e-05` 2021-05-07 16:02:40.384: INFO @log_profile : T train: 31.058275 2021-05-07 16:02:40.384: INFO @log_profile : T read data: 0.533428 2021-05-07 16:02:40.384: INFO @log_profile : T hooks: 3.189120 2021-05-07 16:02:40.384: INFO @main_loop : Epoch 258 done 2021-05-07 16:02:40.384: INFO @main_loop : Training epoch 259 2021-05-07 16:03:12.150: INFO @log_variables: train loss nanmean: 3.008234 2021-05-07 16:03:12.151: INFO @log_variables: train age_loss mean: 3.633941 2021-05-07 16:03:12.151: INFO @log_variables: train gender_loss mean: 0.316270 2021-05-07 16:03:12.151: INFO @log_variables: train age_mae mean: 10.200336 2021-05-07 16:03:12.151: INFO @log_variables: train gender_accuracy mean: 0.865017 2021-05-07 16:03:12.151: INFO @log_variables: train gender_confidence/loss nanmean: 0.073531 2021-05-07 16:03:12.151: INFO @log_variables: train gender_confidence/accuracy mean: 0.748336 2021-05-07 16:03:12.151: INFO @log_variables: train age_confidence/loss mean: 0.050905 2021-05-07 16:03:12.151: INFO @log_variables: train age_confidence/accuracy mean: 0.708478 2021-05-07 16:03:12.152: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 16:03:12.153: INFO @metrics_hook: train age_mae: 10.200 +-0.152 (13824) 2021-05-07 16:03:12.155: INFO @metrics_hook: train gender_accuracy: 0.865 +-0.006 (13824) 2021-05-07 16:03:14.712: INFO @decay_lr : LR updated to `8.190277e-05` 2021-05-07 16:03:14.713: INFO @log_profile : T train: 30.682299 2021-05-07 16:03:14.714: INFO @log_profile : T read data: 0.405668 2021-05-07 16:03:14.714: INFO @log_profile : T hooks: 3.174530 2021-05-07 16:03:14.714: INFO @main_loop : Epoch 259 done 2021-05-07 16:03:14.714: INFO @main_loop : Training epoch 260 2021-05-07 16:03:45.606: INFO @log_variables: train loss nanmean: 2.982463 2021-05-07 16:03:45.607: INFO @log_variables: train age_loss mean: 3.630810 2021-05-07 16:03:45.607: INFO @log_variables: train gender_loss mean: 0.313026 2021-05-07 16:03:45.607: INFO @log_variables: train age_mae mean: 10.384264 2021-05-07 16:03:45.607: INFO @log_variables: train gender_accuracy mean: 0.861907 2021-05-07 16:03:45.607: INFO @log_variables: train gender_confidence/loss nanmean: 0.072215 2021-05-07 16:03:45.607: INFO @log_variables: train gender_confidence/accuracy mean: 0.758247 2021-05-07 16:03:45.607: INFO @log_variables: train age_confidence/loss mean: 0.050965 2021-05-07 16:03:45.607: INFO @log_variables: train age_confidence/accuracy mean: 0.709274 2021-05-07 16:03:45.607: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 16:03:45.609: INFO @metrics_hook: train age_mae: 10.384 +-0.156 (13824) 2021-05-07 16:03:45.612: INFO @metrics_hook: train gender_accuracy: 0.862 +-0.006 (13824) 2021-05-07 16:03:48.206: INFO @decay_lr : LR updated to `8.149326e-05` 2021-05-07 16:03:48.207: INFO @log_profile : T train: 29.873137 2021-05-07 16:03:48.207: INFO @log_profile : T read data: 0.374987 2021-05-07 16:03:48.208: INFO @log_profile : T hooks: 3.181937 2021-05-07 16:03:48.208: INFO @main_loop : Epoch 260 done 2021-05-07 16:03:48.208: INFO @main_loop : Training epoch 261 2021-05-07 16:04:20.263: INFO @log_variables: train loss nanmean: 2.991592 2021-05-07 16:04:20.264: INFO @log_variables: train age_loss mean: 3.643722 2021-05-07 16:04:20.264: INFO @log_variables: train gender_loss mean: 0.316989 2021-05-07 16:04:20.264: INFO @log_variables: train age_mae mean: 10.520656 2021-05-07 16:04:20.265: INFO @log_variables: train gender_accuracy mean: 0.863837 2021-05-07 16:04:20.265: INFO @log_variables: train gender_confidence/loss nanmean: 0.073108 2021-05-07 16:04:20.265: INFO @log_variables: train gender_confidence/accuracy mean: 0.760701 2021-05-07 16:04:20.265: INFO @log_variables: train age_confidence/loss mean: 0.050452 2021-05-07 16:04:20.265: INFO @log_variables: train age_confidence/accuracy mean: 0.714782 2021-05-07 16:04:20.265: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 16:04:20.266: INFO @metrics_hook: train age_mae: 10.521 +-0.156 (13807) 2021-05-07 16:04:20.268: INFO @metrics_hook: train gender_accuracy: 0.864 +-0.006 (13807) 2021-05-07 16:04:22.859: INFO @decay_lr : LR updated to `8.108579e-05` 2021-05-07 16:04:22.860: INFO @log_profile : T train: 30.888967 2021-05-07 16:04:22.860: INFO @log_profile : T read data: 0.537084 2021-05-07 16:04:22.860: INFO @log_profile : T hooks: 3.161611 2021-05-07 16:04:22.860: INFO @main_loop : Epoch 261 done 2021-05-07 16:04:22.860: INFO @main_loop : Training epoch 262 2021-05-07 16:04:53.622: INFO @log_variables: train loss nanmean: 3.007328 2021-05-07 16:04:53.622: INFO @log_variables: train age_loss mean: 3.620574 2021-05-07 16:04:53.622: INFO @log_variables: train gender_loss mean: 0.308338 2021-05-07 16:04:53.622: INFO @log_variables: train age_mae mean: 10.361452 2021-05-07 16:04:53.622: INFO @log_variables: train gender_accuracy mean: 0.864800 2021-05-07 16:04:53.622: INFO @log_variables: train gender_confidence/loss nanmean: 0.071493 2021-05-07 16:04:53.622: INFO @log_variables: train gender_confidence/accuracy mean: 0.759332 2021-05-07 16:04:53.622: INFO @log_variables: train age_confidence/loss mean: 0.050492 2021-05-07 16:04:53.623: INFO @log_variables: train age_confidence/accuracy mean: 0.715422 2021-05-07 16:04:53.623: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 16:04:53.626: INFO @metrics_hook: train age_mae: 10.361 +-0.153 (13824) 2021-05-07 16:04:53.629: INFO @metrics_hook: train gender_accuracy: 0.865 +-0.006 (13824) 2021-05-07 16:04:56.195: INFO @decay_lr : LR updated to `8.068036e-05` 2021-05-07 16:04:56.197: INFO @log_profile : T train: 29.718447 2021-05-07 16:04:56.197: INFO @log_profile : T read data: 0.393867 2021-05-07 16:04:56.197: INFO @log_profile : T hooks: 3.160453 2021-05-07 16:04:56.197: INFO @main_loop : Epoch 262 done 2021-05-07 16:04:56.198: INFO @main_loop : Training epoch 263 2021-05-07 16:05:28.131: INFO @log_variables: train loss nanmean: 2.984742 2021-05-07 16:05:28.132: INFO @log_variables: train age_loss mean: 3.631950 2021-05-07 16:05:28.132: INFO @log_variables: train gender_loss mean: 0.309392 2021-05-07 16:05:28.132: INFO @log_variables: train age_mae mean: 10.268457 2021-05-07 16:05:28.132: INFO @log_variables: train gender_accuracy mean: 0.863860 2021-05-07 16:05:28.132: INFO @log_variables: train gender_confidence/loss nanmean: 0.071337 2021-05-07 16:05:28.132: INFO @log_variables: train gender_confidence/accuracy mean: 0.767723 2021-05-07 16:05:28.132: INFO @log_variables: train age_confidence/loss mean: 0.050796 2021-05-07 16:05:28.132: INFO @log_variables: train age_confidence/accuracy mean: 0.712023 2021-05-07 16:05:28.132: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 16:05:28.134: INFO @metrics_hook: train age_mae: 10.268 +-0.154 (13824) 2021-05-07 16:05:28.138: INFO @metrics_hook: train gender_accuracy: 0.864 +-0.006 (13824) 2021-05-07 16:05:30.699: INFO @decay_lr : LR updated to `8.027696e-05` 2021-05-07 16:05:30.701: INFO @log_profile : T train: 30.878065 2021-05-07 16:05:30.702: INFO @log_profile : T read data: 0.394531 2021-05-07 16:05:30.702: INFO @log_profile : T hooks: 3.161994 2021-05-07 16:05:30.702: INFO @main_loop : Epoch 263 done 2021-05-07 16:05:30.702: INFO @main_loop : Training epoch 264 2021-05-07 16:06:03.120: INFO @log_variables: train loss nanmean: 2.949327 2021-05-07 16:06:03.120: INFO @log_variables: train age_loss mean: 3.625890 2021-05-07 16:06:03.120: INFO @log_variables: train gender_loss mean: 0.306269 2021-05-07 16:06:03.120: INFO @log_variables: train age_mae mean: 10.228096 2021-05-07 16:06:03.120: INFO @log_variables: train gender_accuracy mean: 0.864996 2021-05-07 16:06:03.120: INFO @log_variables: train gender_confidence/loss nanmean: 0.070910 2021-05-07 16:06:03.120: INFO @log_variables: train gender_confidence/accuracy mean: 0.771710 2021-05-07 16:06:03.120: INFO @log_variables: train age_confidence/loss mean: 0.050823 2021-05-07 16:06:03.120: INFO @log_variables: train age_confidence/accuracy mean: 0.714927 2021-05-07 16:06:03.120: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 16:06:03.122: INFO @metrics_hook: train age_mae: 10.228 +-0.153 (13807) 2021-05-07 16:06:03.124: INFO @metrics_hook: train gender_accuracy: 0.865 +-0.006 (13807) 2021-05-07 16:06:05.734: INFO @decay_lr : LR updated to `7.987557e-05` 2021-05-07 16:06:05.736: INFO @log_profile : T train: 31.186534 2021-05-07 16:06:05.736: INFO @log_profile : T read data: 0.543873 2021-05-07 16:06:05.736: INFO @log_profile : T hooks: 3.238869 2021-05-07 16:06:05.736: INFO @main_loop : Epoch 264 done 2021-05-07 16:06:05.736: INFO @main_loop : Training epoch 265 2021-05-07 16:06:36.731: INFO @log_variables: train loss nanmean: 2.981032 2021-05-07 16:06:36.731: INFO @log_variables: train age_loss mean: 3.652666 2021-05-07 16:06:36.731: INFO @log_variables: train gender_loss mean: 0.316283 2021-05-07 16:06:36.732: INFO @log_variables: train age_mae mean: 10.451267 2021-05-07 16:06:36.732: INFO @log_variables: train gender_accuracy mean: 0.861762 2021-05-07 16:06:36.732: INFO @log_variables: train gender_confidence/loss nanmean: 0.071765 2021-05-07 16:06:36.732: INFO @log_variables: train gender_confidence/accuracy mean: 0.757306 2021-05-07 16:06:36.732: INFO @log_variables: train age_confidence/loss mean: 0.050653 2021-05-07 16:06:36.732: INFO @log_variables: train age_confidence/accuracy mean: 0.715784 2021-05-07 16:06:36.732: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 16:06:36.736: INFO @metrics_hook: train age_mae: 10.451 +-0.155 (13824) 2021-05-07 16:06:36.738: INFO @metrics_hook: train gender_accuracy: 0.862 +-0.006 (13824) 2021-05-07 16:06:39.364: INFO @decay_lr : LR updated to `7.9476195e-05` 2021-05-07 16:06:39.367: INFO @log_profile : T train: 29.919989 2021-05-07 16:06:39.367: INFO @log_profile : T read data: 0.395705 2021-05-07 16:06:39.367: INFO @log_profile : T hooks: 3.248056 2021-05-07 16:06:39.367: INFO @main_loop : Epoch 265 done 2021-05-07 16:06:39.367: INFO @main_loop : Training epoch 266 2021-05-07 16:07:10.341: INFO @log_variables: train loss nanmean: 2.985262 2021-05-07 16:07:10.341: INFO @log_variables: train age_loss mean: 3.623961 2021-05-07 16:07:10.341: INFO @log_variables: train gender_loss mean: 0.309780 2021-05-07 16:07:10.341: INFO @log_variables: train age_mae mean: 10.365012 2021-05-07 16:07:10.342: INFO @log_variables: train gender_accuracy mean: 0.865307 2021-05-07 16:07:10.342: INFO @log_variables: train gender_confidence/loss nanmean: 0.071160 2021-05-07 16:07:10.342: INFO @log_variables: train gender_confidence/accuracy mean: 0.766638 2021-05-07 16:07:10.342: INFO @log_variables: train age_confidence/loss mean: 0.051317 2021-05-07 16:07:10.342: INFO @log_variables: train age_confidence/accuracy mean: 0.711372 2021-05-07 16:07:10.342: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 16:07:10.344: INFO @metrics_hook: train age_mae: 10.365 +-0.156 (13824) 2021-05-07 16:07:10.347: INFO @metrics_hook: train gender_accuracy: 0.865 +-0.006 (13824) 2021-05-07 16:07:12.527: INFO @decay_lr : LR updated to `7.907881e-05` 2021-05-07 16:07:12.528: INFO @log_profile : T train: 29.948594 2021-05-07 16:07:12.528: INFO @log_profile : T read data: 0.378831 2021-05-07 16:07:12.528: INFO @log_profile : T hooks: 2.769157 2021-05-07 16:07:12.528: INFO @main_loop : Epoch 266 done 2021-05-07 16:07:12.528: INFO @main_loop : Training epoch 267 2021-05-07 16:07:44.732: INFO @log_variables: train loss nanmean: 3.015467 2021-05-07 16:07:44.734: INFO @log_variables: train age_loss mean: 3.627346 2021-05-07 16:07:44.735: INFO @log_variables: train gender_loss mean: 0.307232 2021-05-07 16:07:44.735: INFO @log_variables: train age_mae mean: 10.277629 2021-05-07 16:07:44.735: INFO @log_variables: train gender_accuracy mean: 0.866753 2021-05-07 16:07:44.735: INFO @log_variables: train gender_confidence/loss nanmean: 0.070623 2021-05-07 16:07:44.735: INFO @log_variables: train gender_confidence/accuracy mean: 0.767940 2021-05-07 16:07:44.735: INFO @log_variables: train age_confidence/loss mean: 0.050626 2021-05-07 16:07:44.735: INFO @log_variables: train age_confidence/accuracy mean: 0.714916 2021-05-07 16:07:44.735: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 16:07:44.738: INFO @metrics_hook: train age_mae: 10.278 +-0.154 (13824) 2021-05-07 16:07:44.740: INFO @metrics_hook: train gender_accuracy: 0.867 +-0.006 (13824) 2021-05-07 16:07:47.344: INFO @decay_lr : LR updated to `7.868341e-05` 2021-05-07 16:07:47.346: INFO @log_profile : T train: 31.151506 2021-05-07 16:07:47.346: INFO @log_profile : T read data: 0.378663 2021-05-07 16:07:47.346: INFO @log_profile : T hooks: 3.222507 2021-05-07 16:07:47.346: INFO @main_loop : Epoch 267 done 2021-05-07 16:07:47.346: INFO @main_loop : Training epoch 268 2021-05-07 16:08:19.057: INFO @log_variables: train loss nanmean: 2.973536 2021-05-07 16:08:19.058: INFO @log_variables: train age_loss mean: 3.619746 2021-05-07 16:08:19.058: INFO @log_variables: train gender_loss mean: 0.318803 2021-05-07 16:08:19.058: INFO @log_variables: train age_mae mean: 10.348886 2021-05-07 16:08:19.058: INFO @log_variables: train gender_accuracy mean: 0.861664 2021-05-07 16:08:19.058: INFO @log_variables: train gender_confidence/loss nanmean: 0.073211 2021-05-07 16:08:19.058: INFO @log_variables: train gender_confidence/accuracy mean: 0.752010 2021-05-07 16:08:19.058: INFO @log_variables: train age_confidence/loss mean: 0.050997 2021-05-07 16:08:19.058: INFO @log_variables: train age_confidence/accuracy mean: 0.707974 2021-05-07 16:08:19.058: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 16:08:19.062: INFO @metrics_hook: train age_mae: 10.349 +-0.155 (13807) 2021-05-07 16:08:19.064: INFO @metrics_hook: train gender_accuracy: 0.862 +-0.006 (13807) 2021-05-07 16:08:21.647: INFO @decay_lr : LR updated to `7.8289995e-05` 2021-05-07 16:08:21.648: INFO @log_profile : T train: 30.554424 2021-05-07 16:08:21.648: INFO @log_profile : T read data: 0.522841 2021-05-07 16:08:21.649: INFO @log_profile : T hooks: 3.163454 2021-05-07 16:08:21.649: INFO @main_loop : Epoch 268 done 2021-05-07 16:08:21.649: INFO @main_loop : Training epoch 269 2021-05-07 16:08:52.799: INFO @log_variables: train loss nanmean: 2.942574 2021-05-07 16:08:52.800: INFO @log_variables: train age_loss mean: 3.620422 2021-05-07 16:08:52.800: INFO @log_variables: train gender_loss mean: 0.311379 2021-05-07 16:08:52.800: INFO @log_variables: train age_mae mean: 10.303583 2021-05-07 16:08:52.800: INFO @log_variables: train gender_accuracy mean: 0.865017 2021-05-07 16:08:52.800: INFO @log_variables: train gender_confidence/loss nanmean: 0.073028 2021-05-07 16:08:52.800: INFO @log_variables: train gender_confidence/accuracy mean: 0.755932 2021-05-07 16:08:52.800: INFO @log_variables: train age_confidence/loss mean: 0.051090 2021-05-07 16:08:52.800: INFO @log_variables: train age_confidence/accuracy mean: 0.709780 2021-05-07 16:08:52.800: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 16:08:52.802: INFO @metrics_hook: train age_mae: 10.304 +-0.154 (13824) 2021-05-07 16:08:52.805: INFO @metrics_hook: train gender_accuracy: 0.865 +-0.006 (13824) 2021-05-07 16:08:55.349: INFO @decay_lr : LR updated to `7.789855e-05` 2021-05-07 16:08:55.353: INFO @log_profile : T train: 30.107071 2021-05-07 16:08:55.353: INFO @log_profile : T read data: 0.386577 2021-05-07 16:08:55.353: INFO @log_profile : T hooks: 3.144041 2021-05-07 16:08:55.353: INFO @main_loop : Epoch 269 done 2021-05-07 16:08:55.353: INFO @main_loop : Training epoch 270 2021-05-07 16:09:27.340: INFO @log_variables: train loss nanmean: 2.976770 2021-05-07 16:09:27.341: INFO @log_variables: train age_loss mean: 3.633731 2021-05-07 16:09:27.341: INFO @log_variables: train gender_loss mean: 0.305134 2021-05-07 16:09:27.341: INFO @log_variables: train age_mae mean: 10.261561 2021-05-07 16:09:27.341: INFO @log_variables: train gender_accuracy mean: 0.867332 2021-05-07 16:09:27.341: INFO @log_variables: train gender_confidence/loss nanmean: 0.071979 2021-05-07 16:09:27.341: INFO @log_variables: train gender_confidence/accuracy mean: 0.762370 2021-05-07 16:09:27.341: INFO @log_variables: train age_confidence/loss mean: 0.050520 2021-05-07 16:09:27.341: INFO @log_variables: train age_confidence/accuracy mean: 0.714627 2021-05-07 16:09:27.341: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 16:09:27.347: INFO @metrics_hook: train age_mae: 10.262 +-0.154 (13824) 2021-05-07 16:09:27.349: INFO @metrics_hook: train gender_accuracy: 0.867 +-0.006 (13824) 2021-05-07 16:09:29.948: INFO @decay_lr : LR updated to `7.750906e-05` 2021-05-07 16:09:29.949: INFO @log_profile : T train: 30.955888 2021-05-07 16:09:29.949: INFO @log_profile : T read data: 0.385706 2021-05-07 16:09:29.949: INFO @log_profile : T hooks: 3.189896 2021-05-07 16:09:29.949: INFO @main_loop : Epoch 270 done 2021-05-07 16:09:29.950: INFO @main_loop : Training epoch 271 2021-05-07 16:10:01.913: INFO @log_variables: train loss nanmean: 2.963202 2021-05-07 16:10:01.913: INFO @log_variables: train age_loss mean: 3.635012 2021-05-07 16:10:01.913: INFO @log_variables: train gender_loss mean: 0.311662 2021-05-07 16:10:01.914: INFO @log_variables: train age_mae mean: 10.415175 2021-05-07 16:10:01.914: INFO @log_variables: train gender_accuracy mean: 0.865213 2021-05-07 16:10:01.914: INFO @log_variables: train gender_confidence/loss nanmean: 0.071429 2021-05-07 16:10:01.914: INFO @log_variables: train gender_confidence/accuracy mean: 0.761281 2021-05-07 16:10:01.914: INFO @log_variables: train age_confidence/loss mean: 0.050799 2021-05-07 16:10:01.914: INFO @log_variables: train age_confidence/accuracy mean: 0.713044 2021-05-07 16:10:01.914: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 16:10:01.915: INFO @metrics_hook: train age_mae: 10.415 +-0.156 (13807) 2021-05-07 16:10:01.918: INFO @metrics_hook: train gender_accuracy: 0.865 +-0.006 (13807) 2021-05-07 16:10:04.578: INFO @decay_lr : LR updated to `7.712151e-05` 2021-05-07 16:10:04.579: INFO @log_profile : T train: 30.794575 2021-05-07 16:10:04.579: INFO @log_profile : T read data: 0.516864 2021-05-07 16:10:04.579: INFO @log_profile : T hooks: 3.254531 2021-05-07 16:10:04.579: INFO @main_loop : Epoch 271 done 2021-05-07 16:10:04.579: INFO @main_loop : Training epoch 272 2021-05-07 16:10:35.554: INFO @log_variables: train loss nanmean: 2.987797 2021-05-07 16:10:35.554: INFO @log_variables: train age_loss mean: 3.623854 2021-05-07 16:10:35.555: INFO @log_variables: train gender_loss mean: 0.306638 2021-05-07 16:10:35.555: INFO @log_variables: train age_mae mean: 10.246840 2021-05-07 16:10:35.555: INFO @log_variables: train gender_accuracy mean: 0.866175 2021-05-07 16:10:35.555: INFO @log_variables: train gender_confidence/loss nanmean: 0.072592 2021-05-07 16:10:35.555: INFO @log_variables: train gender_confidence/accuracy mean: 0.762731 2021-05-07 16:10:35.555: INFO @log_variables: train age_confidence/loss mean: 0.050851 2021-05-07 16:10:35.555: INFO @log_variables: train age_confidence/accuracy mean: 0.713469 2021-05-07 16:10:35.555: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 16:10:35.557: INFO @metrics_hook: train age_mae: 10.247 +-0.154 (13824) 2021-05-07 16:10:35.559: INFO @metrics_hook: train gender_accuracy: 0.866 +-0.006 (13824) 2021-05-07 16:10:38.161: INFO @decay_lr : LR updated to `7.67359e-05` 2021-05-07 16:10:38.162: INFO @log_profile : T train: 29.931794 2021-05-07 16:10:38.162: INFO @log_profile : T read data: 0.392154 2021-05-07 16:10:38.162: INFO @log_profile : T hooks: 3.193578 2021-05-07 16:10:38.162: INFO @main_loop : Epoch 272 done 2021-05-07 16:10:38.162: INFO @main_loop : Training epoch 273 2021-05-07 16:11:09.950: INFO @log_variables: train loss nanmean: 2.987374 2021-05-07 16:11:09.950: INFO @log_variables: train age_loss mean: 3.642840 2021-05-07 16:11:09.950: INFO @log_variables: train gender_loss mean: 0.314826 2021-05-07 16:11:09.950: INFO @log_variables: train age_mae mean: 10.466756 2021-05-07 16:11:09.950: INFO @log_variables: train gender_accuracy mean: 0.863064 2021-05-07 16:11:09.950: INFO @log_variables: train gender_confidence/loss nanmean: 0.072538 2021-05-07 16:11:09.950: INFO @log_variables: train gender_confidence/accuracy mean: 0.757451 2021-05-07 16:11:09.950: INFO @log_variables: train age_confidence/loss mean: 0.049973 2021-05-07 16:11:09.950: INFO @log_variables: train age_confidence/accuracy mean: 0.716797 2021-05-07 16:11:09.950: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 16:11:09.952: INFO @metrics_hook: train age_mae: 10.467 +-0.156 (13824) 2021-05-07 16:11:09.954: INFO @metrics_hook: train gender_accuracy: 0.863 +-0.006 (13824) 2021-05-07 16:11:12.555: INFO @decay_lr : LR updated to `7.635222e-05` 2021-05-07 16:11:12.557: INFO @log_profile : T train: 30.756155 2021-05-07 16:11:12.557: INFO @log_profile : T read data: 0.385924 2021-05-07 16:11:12.557: INFO @log_profile : T hooks: 3.186115 2021-05-07 16:11:12.557: INFO @main_loop : Epoch 273 done 2021-05-07 16:11:12.557: INFO @main_loop : Training epoch 274 2021-05-07 16:11:44.376: INFO @log_variables: train loss nanmean: 2.987485 2021-05-07 16:11:44.376: INFO @log_variables: train age_loss mean: 3.610917 2021-05-07 16:11:44.376: INFO @log_variables: train gender_loss mean: 0.308328 2021-05-07 16:11:44.376: INFO @log_variables: train age_mae mean: 10.300103 2021-05-07 16:11:44.376: INFO @log_variables: train gender_accuracy mean: 0.864366 2021-05-07 16:11:44.377: INFO @log_variables: train gender_confidence/loss nanmean: 0.072219 2021-05-07 16:11:44.377: INFO @log_variables: train gender_confidence/accuracy mean: 0.758681 2021-05-07 16:11:44.377: INFO @log_variables: train age_confidence/loss mean: 0.051035 2021-05-07 16:11:44.377: INFO @log_variables: train age_confidence/accuracy mean: 0.710576 2021-05-07 16:11:44.377: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 16:11:44.379: INFO @metrics_hook: train age_mae: 10.300 +-0.154 (13824) 2021-05-07 16:11:44.380: INFO @metrics_hook: train gender_accuracy: 0.864 +-0.006 (13824) 2021-05-07 16:11:47.011: INFO @decay_lr : LR updated to `7.5970456e-05` 2021-05-07 16:11:47.013: INFO @log_profile : T train: 30.770690 2021-05-07 16:11:47.013: INFO @log_profile : T read data: 0.391634 2021-05-07 16:11:47.013: INFO @log_profile : T hooks: 3.228635 2021-05-07 16:11:47.014: INFO @main_loop : Epoch 274 done 2021-05-07 16:11:47.014: INFO @main_loop : Training epoch 275 2021-05-07 16:12:18.981: INFO @log_variables: train loss nanmean: 2.962041 2021-05-07 16:12:18.982: INFO @log_variables: train age_loss mean: 3.612003 2021-05-07 16:12:18.982: INFO @log_variables: train gender_loss mean: 0.312972 2021-05-07 16:12:18.982: INFO @log_variables: train age_mae mean: 10.342204 2021-05-07 16:12:18.982: INFO @log_variables: train gender_accuracy mean: 0.861520 2021-05-07 16:12:18.982: INFO @log_variables: train gender_confidence/loss nanmean: 0.072404 2021-05-07 16:12:18.982: INFO @log_variables: train gender_confidence/accuracy mean: 0.754472 2021-05-07 16:12:18.982: INFO @log_variables: train age_confidence/loss mean: 0.050581 2021-05-07 16:12:18.982: INFO @log_variables: train age_confidence/accuracy mean: 0.716086 2021-05-07 16:12:18.982: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 16:12:18.984: INFO @metrics_hook: train age_mae: 10.342 +-0.156 (13807) 2021-05-07 16:12:18.986: INFO @metrics_hook: train gender_accuracy: 0.862 +-0.006 (13807) 2021-05-07 16:12:21.626: INFO @decay_lr : LR updated to `7.559061e-05` 2021-05-07 16:12:21.627: INFO @log_profile : T train: 30.765926 2021-05-07 16:12:21.627: INFO @log_profile : T read data: 0.554257 2021-05-07 16:12:21.627: INFO @log_profile : T hooks: 3.229173 2021-05-07 16:12:21.627: INFO @main_loop : Epoch 275 done 2021-05-07 16:12:21.627: INFO @main_loop : Training epoch 276 2021-05-07 16:12:52.822: INFO @log_variables: train loss nanmean: 2.951224 2021-05-07 16:12:52.822: INFO @log_variables: train age_loss mean: 3.632793 2021-05-07 16:12:52.823: INFO @log_variables: train gender_loss mean: 0.311328 2021-05-07 16:12:52.823: INFO @log_variables: train age_mae mean: 10.298922 2021-05-07 16:12:52.823: INFO @log_variables: train gender_accuracy mean: 0.865379 2021-05-07 16:12:52.823: INFO @log_variables: train gender_confidence/loss nanmean: 0.072610 2021-05-07 16:12:52.823: INFO @log_variables: train gender_confidence/accuracy mean: 0.758030 2021-05-07 16:12:52.823: INFO @log_variables: train age_confidence/loss mean: 0.050856 2021-05-07 16:12:52.823: INFO @log_variables: train age_confidence/accuracy mean: 0.710142 2021-05-07 16:12:52.823: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 16:12:52.825: INFO @metrics_hook: train age_mae: 10.299 +-0.153 (13824) 2021-05-07 16:12:52.828: INFO @metrics_hook: train gender_accuracy: 0.865 +-0.006 (13824) 2021-05-07 16:12:55.459: INFO @decay_lr : LR updated to `7.521266e-05` 2021-05-07 16:12:55.460: INFO @log_profile : T train: 30.141548 2021-05-07 16:12:55.460: INFO @log_profile : T read data: 0.392876 2021-05-07 16:12:55.460: INFO @log_profile : T hooks: 3.234215 2021-05-07 16:12:55.460: INFO @main_loop : Epoch 276 done 2021-05-07 16:12:55.460: INFO @main_loop : Training epoch 277 2021-05-07 16:13:27.480: INFO @log_variables: train loss nanmean: 2.947348 2021-05-07 16:13:27.481: INFO @log_variables: train age_loss mean: 3.607973 2021-05-07 16:13:27.481: INFO @log_variables: train gender_loss mean: 0.304879 2021-05-07 16:13:27.481: INFO @log_variables: train age_mae mean: 10.271127 2021-05-07 16:13:27.481: INFO @log_variables: train gender_accuracy mean: 0.867405 2021-05-07 16:13:27.481: INFO @log_variables: train gender_confidence/loss nanmean: 0.071728 2021-05-07 16:13:27.481: INFO @log_variables: train gender_confidence/accuracy mean: 0.758391 2021-05-07 16:13:27.481: INFO @log_variables: train age_confidence/loss mean: 0.050077 2021-05-07 16:13:27.481: INFO @log_variables: train age_confidence/accuracy mean: 0.720341 2021-05-07 16:13:27.481: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 16:13:27.483: INFO @metrics_hook: train age_mae: 10.271 +-0.153 (13824) 2021-05-07 16:13:27.487: INFO @metrics_hook: train gender_accuracy: 0.867 +-0.006 (13824) 2021-05-07 16:13:30.104: INFO @decay_lr : LR updated to `7.483659e-05` 2021-05-07 16:13:30.106: INFO @log_profile : T train: 30.946524 2021-05-07 16:13:30.106: INFO @log_profile : T read data: 0.402945 2021-05-07 16:13:30.106: INFO @log_profile : T hooks: 3.230804 2021-05-07 16:13:30.106: INFO @main_loop : Epoch 277 done 2021-05-07 16:13:30.106: INFO @main_loop : Training epoch 278 2021-05-07 16:14:03.263: INFO @log_variables: train loss nanmean: 3.012357 2021-05-07 16:14:03.263: INFO @log_variables: train age_loss mean: 3.623407 2021-05-07 16:14:03.263: INFO @log_variables: train gender_loss mean: 0.310503 2021-05-07 16:14:03.263: INFO @log_variables: train age_mae mean: 10.403837 2021-05-07 16:14:03.263: INFO @log_variables: train gender_accuracy mean: 0.865503 2021-05-07 16:14:03.263: INFO @log_variables: train gender_confidence/loss nanmean: 0.071149 2021-05-07 16:14:03.263: INFO @log_variables: train gender_confidence/accuracy mean: 0.768885 2021-05-07 16:14:03.263: INFO @log_variables: train age_confidence/loss mean: 0.050318 2021-05-07 16:14:03.263: INFO @log_variables: train age_confidence/accuracy mean: 0.717679 2021-05-07 16:14:03.263: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 16:14:03.266: INFO @metrics_hook: train age_mae: 10.404 +-0.154 (13807) 2021-05-07 16:14:03.268: INFO @metrics_hook: train gender_accuracy: 0.866 +-0.006 (13807) 2021-05-07 16:14:05.808: INFO @decay_lr : LR updated to `7.446241e-05` 2021-05-07 16:14:05.809: INFO @log_profile : T train: 31.926575 2021-05-07 16:14:05.809: INFO @log_profile : T read data: 0.548444 2021-05-07 16:14:05.809: INFO @log_profile : T hooks: 3.162591 2021-05-07 16:14:05.809: INFO @main_loop : Epoch 278 done 2021-05-07 16:14:05.809: INFO @main_loop : Training epoch 279 2021-05-07 16:14:37.635: INFO @log_variables: train loss nanmean: 3.015925 2021-05-07 16:14:37.636: INFO @log_variables: train age_loss mean: 3.617761 2021-05-07 16:14:37.636: INFO @log_variables: train gender_loss mean: 0.307702 2021-05-07 16:14:37.636: INFO @log_variables: train age_mae mean: 10.281603 2021-05-07 16:14:37.636: INFO @log_variables: train gender_accuracy mean: 0.864935 2021-05-07 16:14:37.636: INFO @log_variables: train gender_confidence/loss nanmean: 0.071069 2021-05-07 16:14:37.636: INFO @log_variables: train gender_confidence/accuracy mean: 0.771106 2021-05-07 16:14:37.636: INFO @log_variables: train age_confidence/loss mean: 0.051149 2021-05-07 16:14:37.636: INFO @log_variables: train age_confidence/accuracy mean: 0.705201 2021-05-07 16:14:37.636: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 16:14:37.638: INFO @metrics_hook: train age_mae: 10.282 +-0.155 (13823) 2021-05-07 16:14:37.639: INFO @metrics_hook: train gender_accuracy: 0.865 +-0.006 (13823) 2021-05-07 16:14:40.208: INFO @decay_lr : LR updated to `7.40901e-05` 2021-05-07 16:14:40.209: INFO @log_profile : T train: 30.792132 2021-05-07 16:14:40.209: INFO @log_profile : T read data: 0.375259 2021-05-07 16:14:40.210: INFO @log_profile : T hooks: 3.169115 2021-05-07 16:14:40.210: INFO @main_loop : Epoch 279 done 2021-05-07 16:14:40.210: INFO @main_loop : Training epoch 280 2021-05-07 16:15:11.267: INFO @log_variables: train loss nanmean: 2.985163 2021-05-07 16:15:11.269: INFO @log_variables: train age_loss mean: 3.619093 2021-05-07 16:15:11.270: INFO @log_variables: train gender_loss mean: 0.311789 2021-05-07 16:15:11.270: INFO @log_variables: train age_mae mean: 10.171626 2021-05-07 16:15:11.270: INFO @log_variables: train gender_accuracy mean: 0.864366 2021-05-07 16:15:11.270: INFO @log_variables: train gender_confidence/loss nanmean: 0.072176 2021-05-07 16:15:11.270: INFO @log_variables: train gender_confidence/accuracy mean: 0.759259 2021-05-07 16:15:11.270: INFO @log_variables: train age_confidence/loss mean: 0.051739 2021-05-07 16:15:11.270: INFO @log_variables: train age_confidence/accuracy mean: 0.706670 2021-05-07 16:15:11.270: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 16:15:11.272: INFO @metrics_hook: train age_mae: 10.172 +-0.153 (13824) 2021-05-07 16:15:11.274: INFO @metrics_hook: train gender_accuracy: 0.864 +-0.006 (13824) 2021-05-07 16:15:13.849: INFO @decay_lr : LR updated to `7.371965e-05` 2021-05-07 16:15:13.851: INFO @log_profile : T train: 30.042007 2021-05-07 16:15:13.851: INFO @log_profile : T read data: 0.384530 2021-05-07 16:15:13.851: INFO @log_profile : T hooks: 3.152600 2021-05-07 16:15:13.851: INFO @main_loop : Epoch 280 done 2021-05-07 16:15:13.851: INFO @main_loop : Training epoch 281 2021-05-07 16:15:46.058: INFO @log_variables: train loss nanmean: 3.014305 2021-05-07 16:15:46.058: INFO @log_variables: train age_loss mean: 3.622356 2021-05-07 16:15:46.058: INFO @log_variables: train gender_loss mean: 0.305250 2021-05-07 16:15:46.058: INFO @log_variables: train age_mae mean: 10.302637 2021-05-07 16:15:46.058: INFO @log_variables: train gender_accuracy mean: 0.868128 2021-05-07 16:15:46.059: INFO @log_variables: train gender_confidence/loss nanmean: 0.072071 2021-05-07 16:15:46.059: INFO @log_variables: train gender_confidence/accuracy mean: 0.764757 2021-05-07 16:15:46.059: INFO @log_variables: train age_confidence/loss mean: 0.051290 2021-05-07 16:15:46.059: INFO @log_variables: train age_confidence/accuracy mean: 0.710214 2021-05-07 16:15:46.059: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 16:15:46.061: INFO @metrics_hook: train age_mae: 10.303 +-0.156 (13824) 2021-05-07 16:15:46.062: INFO @metrics_hook: train gender_accuracy: 0.868 +-0.006 (13824) 2021-05-07 16:15:48.611: INFO @decay_lr : LR updated to `7.335105e-05` 2021-05-07 16:15:48.613: INFO @log_profile : T train: 31.170616 2021-05-07 16:15:48.613: INFO @log_profile : T read data: 0.387539 2021-05-07 16:15:48.613: INFO @log_profile : T hooks: 3.141056 2021-05-07 16:15:48.613: INFO @main_loop : Epoch 281 done 2021-05-07 16:15:48.613: INFO @main_loop : Training epoch 282 2021-05-07 16:16:20.826: INFO @log_variables: train loss nanmean: 2.970603 2021-05-07 16:16:20.826: INFO @log_variables: train age_loss mean: 3.619119 2021-05-07 16:16:20.826: INFO @log_variables: train gender_loss mean: 0.294171 2021-05-07 16:16:20.826: INFO @log_variables: train age_mae mean: 10.244332 2021-05-07 16:16:20.826: INFO @log_variables: train gender_accuracy mean: 0.872384 2021-05-07 16:16:20.826: INFO @log_variables: train gender_confidence/loss nanmean: 0.071911 2021-05-07 16:16:20.827: INFO @log_variables: train gender_confidence/accuracy mean: 0.770768 2021-05-07 16:16:20.827: INFO @log_variables: train age_confidence/loss mean: 0.051125 2021-05-07 16:16:20.827: INFO @log_variables: train age_confidence/accuracy mean: 0.716665 2021-05-07 16:16:20.827: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 16:16:20.830: INFO @metrics_hook: train age_mae: 10.244 +-0.154 (13807) 2021-05-07 16:16:20.832: INFO @metrics_hook: train gender_accuracy: 0.872 +-0.006 (13807) 2021-05-07 16:16:23.391: INFO @decay_lr : LR updated to `7.29843e-05` 2021-05-07 16:16:23.392: INFO @log_profile : T train: 31.013007 2021-05-07 16:16:23.392: INFO @log_profile : T read data: 0.548879 2021-05-07 16:16:23.392: INFO @log_profile : T hooks: 3.153022 2021-05-07 16:16:23.392: INFO @main_loop : Epoch 282 done 2021-05-07 16:16:23.392: INFO @main_loop : Training epoch 283 2021-05-07 16:16:55.314: INFO @log_variables: train loss nanmean: 2.991710 2021-05-07 16:16:55.316: INFO @log_variables: train age_loss mean: 3.607591 2021-05-07 16:16:55.318: INFO @log_variables: train gender_loss mean: 0.312300 2021-05-07 16:16:55.320: INFO @log_variables: train age_mae mean: 10.198678 2021-05-07 16:16:55.320: INFO @log_variables: train gender_accuracy mean: 0.864222 2021-05-07 16:16:55.320: INFO @log_variables: train gender_confidence/loss nanmean: 0.071768 2021-05-07 16:16:55.320: INFO @log_variables: train gender_confidence/accuracy mean: 0.770833 2021-05-07 16:16:55.320: INFO @log_variables: train age_confidence/loss mean: 0.051357 2021-05-07 16:16:55.320: INFO @log_variables: train age_confidence/accuracy mean: 0.708912 2021-05-07 16:16:55.320: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 16:16:55.322: INFO @metrics_hook: train age_mae: 10.199 +-0.153 (13824) 2021-05-07 16:16:55.325: INFO @metrics_hook: train gender_accuracy: 0.864 +-0.006 (13824) 2021-05-07 16:16:57.940: INFO @decay_lr : LR updated to `7.261938e-05` 2021-05-07 16:16:57.941: INFO @log_profile : T train: 30.888873 2021-05-07 16:16:57.941: INFO @log_profile : T read data: 0.378440 2021-05-07 16:16:57.941: INFO @log_profile : T hooks: 3.218788 2021-05-07 16:16:57.942: INFO @main_loop : Epoch 283 done 2021-05-07 16:16:57.942: INFO @main_loop : Training epoch 284 2021-05-07 16:17:29.845: INFO @log_variables: train loss nanmean: 2.972015 2021-05-07 16:17:29.846: INFO @log_variables: train age_loss mean: 3.625962 2021-05-07 16:17:29.846: INFO @log_variables: train gender_loss mean: 0.308394 2021-05-07 16:17:29.846: INFO @log_variables: train age_mae mean: 10.305723 2021-05-07 16:17:29.846: INFO @log_variables: train gender_accuracy mean: 0.867622 2021-05-07 16:17:29.846: INFO @log_variables: train gender_confidence/loss nanmean: 0.072046 2021-05-07 16:17:29.846: INFO @log_variables: train gender_confidence/accuracy mean: 0.764540 2021-05-07 16:17:29.846: INFO @log_variables: train age_confidence/loss mean: 0.051214 2021-05-07 16:17:29.846: INFO @log_variables: train age_confidence/accuracy mean: 0.712095 2021-05-07 16:17:29.846: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 16:17:29.849: INFO @metrics_hook: train age_mae: 10.306 +-0.155 (13824) 2021-05-07 16:17:29.853: INFO @metrics_hook: train gender_accuracy: 0.868 +-0.006 (13824) 2021-05-07 16:17:32.404: INFO @decay_lr : LR updated to `7.225628e-05` 2021-05-07 16:17:32.405: INFO @log_profile : T train: 30.868459 2021-05-07 16:17:32.405: INFO @log_profile : T read data: 0.387647 2021-05-07 16:17:32.405: INFO @log_profile : T hooks: 3.143245 2021-05-07 16:17:32.406: INFO @main_loop : Epoch 284 done 2021-05-07 16:17:32.406: INFO @main_loop : Training epoch 285 2021-05-07 16:18:04.255: INFO @log_variables: train loss nanmean: 2.969607 2021-05-07 16:18:04.256: INFO @log_variables: train age_loss mean: 3.626982 2021-05-07 16:18:04.256: INFO @log_variables: train gender_loss mean: 0.305981 2021-05-07 16:18:04.256: INFO @log_variables: train age_mae mean: 10.350238 2021-05-07 16:18:04.257: INFO @log_variables: train gender_accuracy mean: 0.869052 2021-05-07 16:18:04.257: INFO @log_variables: train gender_confidence/loss nanmean: 0.073259 2021-05-07 16:18:04.257: INFO @log_variables: train gender_confidence/accuracy mean: 0.757876 2021-05-07 16:18:04.257: INFO @log_variables: train age_confidence/loss mean: 0.050233 2021-05-07 16:18:04.257: INFO @log_variables: train age_confidence/accuracy mean: 0.718621 2021-05-07 16:18:04.257: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 16:18:04.258: INFO @metrics_hook: train age_mae: 10.350 +-0.153 (13807) 2021-05-07 16:18:04.260: INFO @metrics_hook: train gender_accuracy: 0.869 +-0.006 (13807) 2021-05-07 16:18:06.825: INFO @decay_lr : LR updated to `7.1895e-05` 2021-05-07 16:18:06.827: INFO @log_profile : T train: 30.680100 2021-05-07 16:18:06.827: INFO @log_profile : T read data: 0.516961 2021-05-07 16:18:06.827: INFO @log_profile : T hooks: 3.160918 2021-05-07 16:18:06.827: INFO @main_loop : Epoch 285 done 2021-05-07 16:18:06.827: INFO @main_loop : Training epoch 286 2021-05-07 16:18:38.929: INFO @log_variables: train loss nanmean: 2.971586 2021-05-07 16:18:38.929: INFO @log_variables: train age_loss mean: 3.614158 2021-05-07 16:18:38.929: INFO @log_variables: train gender_loss mean: 0.311610 2021-05-07 16:18:38.929: INFO @log_variables: train age_mae mean: 10.209106 2021-05-07 16:18:38.929: INFO @log_variables: train gender_accuracy mean: 0.866753 2021-05-07 16:18:38.929: INFO @log_variables: train gender_confidence/loss nanmean: 0.073455 2021-05-07 16:18:38.929: INFO @log_variables: train gender_confidence/accuracy mean: 0.757378 2021-05-07 16:18:38.929: INFO @log_variables: train age_confidence/loss mean: 0.050669 2021-05-07 16:18:38.929: INFO @log_variables: train age_confidence/accuracy mean: 0.713035 2021-05-07 16:18:38.930: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 16:18:38.932: INFO @metrics_hook: train age_mae: 10.209 +-0.153 (13824) 2021-05-07 16:18:38.934: INFO @metrics_hook: train gender_accuracy: 0.867 +-0.006 (13824) 2021-05-07 16:18:41.439: INFO @decay_lr : LR updated to `7.153553e-05` 2021-05-07 16:18:41.440: INFO @log_profile : T train: 31.056518 2021-05-07 16:18:41.440: INFO @log_profile : T read data: 0.378386 2021-05-07 16:18:41.440: INFO @log_profile : T hooks: 3.110715 2021-05-07 16:18:41.440: INFO @main_loop : Epoch 286 done 2021-05-07 16:18:41.440: INFO @main_loop : Training epoch 287 2021-05-07 16:19:13.254: INFO @log_variables: train loss nanmean: 2.951608 2021-05-07 16:19:13.254: INFO @log_variables: train age_loss mean: 3.608906 2021-05-07 16:19:13.254: INFO @log_variables: train gender_loss mean: 0.314306 2021-05-07 16:19:13.254: INFO @log_variables: train age_mae mean: 10.164729 2021-05-07 16:19:13.254: INFO @log_variables: train gender_accuracy mean: 0.863354 2021-05-07 16:19:13.254: INFO @log_variables: train gender_confidence/loss nanmean: 0.072590 2021-05-07 16:19:13.254: INFO @log_variables: train gender_confidence/accuracy mean: 0.757740 2021-05-07 16:19:13.254: INFO @log_variables: train age_confidence/loss mean: 0.051179 2021-05-07 16:19:13.255: INFO @log_variables: train age_confidence/accuracy mean: 0.709201 2021-05-07 16:19:13.255: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 16:19:13.256: INFO @metrics_hook: train age_mae: 10.165 +-0.151 (13824) 2021-05-07 16:19:13.257: INFO @metrics_hook: train gender_accuracy: 0.863 +-0.006 (13824) 2021-05-07 16:19:15.792: INFO @decay_lr : LR updated to `7.117785e-05` 2021-05-07 16:19:15.794: INFO @log_profile : T train: 30.792161 2021-05-07 16:19:15.794: INFO @log_profile : T read data: 0.386495 2021-05-07 16:19:15.794: INFO @log_profile : T hooks: 3.111367 2021-05-07 16:19:15.794: INFO @main_loop : Epoch 287 done 2021-05-07 16:19:15.795: INFO @main_loop : Training epoch 288 2021-05-07 16:19:47.944: INFO @log_variables: train loss nanmean: 2.980431 2021-05-07 16:19:47.944: INFO @log_variables: train age_loss mean: 3.625985 2021-05-07 16:19:47.944: INFO @log_variables: train gender_loss mean: 0.307545 2021-05-07 16:19:47.944: INFO @log_variables: train age_mae mean: 10.328810 2021-05-07 16:19:47.944: INFO @log_variables: train gender_accuracy mean: 0.866300 2021-05-07 16:19:47.944: INFO @log_variables: train gender_confidence/loss nanmean: 0.072605 2021-05-07 16:19:47.944: INFO @log_variables: train gender_confidence/accuracy mean: 0.761208 2021-05-07 16:19:47.944: INFO @log_variables: train age_confidence/loss mean: 0.050814 2021-05-07 16:19:47.944: INFO @log_variables: train age_confidence/accuracy mean: 0.712610 2021-05-07 16:19:47.944: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 16:19:47.946: INFO @metrics_hook: train age_mae: 10.329 +-0.153 (13807) 2021-05-07 16:19:47.949: INFO @metrics_hook: train gender_accuracy: 0.866 +-0.006 (13807) 2021-05-07 16:19:50.522: INFO @decay_lr : LR updated to `7.082196e-05` 2021-05-07 16:19:50.524: INFO @log_profile : T train: 30.960861 2021-05-07 16:19:50.524: INFO @log_profile : T read data: 0.528491 2021-05-07 16:19:50.524: INFO @log_profile : T hooks: 3.173120 2021-05-07 16:19:50.524: INFO @main_loop : Epoch 288 done 2021-05-07 16:19:50.524: INFO @main_loop : Training epoch 289 2021-05-07 16:20:21.491: INFO @log_variables: train loss nanmean: 2.949288 2021-05-07 16:20:21.491: INFO @log_variables: train age_loss mean: 3.628156 2021-05-07 16:20:21.491: INFO @log_variables: train gender_loss mean: 0.296881 2021-05-07 16:20:21.491: INFO @log_variables: train age_mae mean: 10.217144 2021-05-07 16:20:21.491: INFO @log_variables: train gender_accuracy mean: 0.870569 2021-05-07 16:20:21.492: INFO @log_variables: train gender_confidence/loss nanmean: 0.071261 2021-05-07 16:20:21.492: INFO @log_variables: train gender_confidence/accuracy mean: 0.769498 2021-05-07 16:20:21.492: INFO @log_variables: train age_confidence/loss mean: 0.051307 2021-05-07 16:20:21.492: INFO @log_variables: train age_confidence/accuracy mean: 0.714658 2021-05-07 16:20:21.492: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 16:20:21.494: INFO @metrics_hook: train age_mae: 10.217 +-0.156 (13822) 2021-05-07 16:20:21.496: INFO @metrics_hook: train gender_accuracy: 0.871 +-0.006 (13822) 2021-05-07 16:20:24.029: INFO @decay_lr : LR updated to `7.046785e-05` 2021-05-07 16:20:24.031: INFO @log_profile : T train: 29.959218 2021-05-07 16:20:24.031: INFO @log_profile : T read data: 0.372048 2021-05-07 16:20:24.031: INFO @log_profile : T hooks: 3.111641 2021-05-07 16:20:24.031: INFO @main_loop : Epoch 289 done 2021-05-07 16:20:24.031: INFO @main_loop : Training epoch 290 2021-05-07 16:20:56.008: INFO @log_variables: train loss nanmean: 2.944117 2021-05-07 16:20:56.008: INFO @log_variables: train age_loss mean: 3.613041 2021-05-07 16:20:56.008: INFO @log_variables: train gender_loss mean: 0.305899 2021-05-07 16:20:56.009: INFO @log_variables: train age_mae mean: 10.245843 2021-05-07 16:20:56.009: INFO @log_variables: train gender_accuracy mean: 0.860532 2021-05-07 16:20:56.009: INFO @log_variables: train gender_confidence/loss nanmean: 0.070887 2021-05-07 16:20:56.009: INFO @log_variables: train gender_confidence/accuracy mean: 0.765046 2021-05-07 16:20:56.009: INFO @log_variables: train age_confidence/loss mean: 0.050468 2021-05-07 16:20:56.009: INFO @log_variables: train age_confidence/accuracy mean: 0.716797 2021-05-07 16:20:56.009: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 16:20:56.011: INFO @metrics_hook: train age_mae: 10.246 +-0.153 (13824) 2021-05-07 16:20:56.013: INFO @metrics_hook: train gender_accuracy: 0.861 +-0.006 (13824) 2021-05-07 16:20:58.571: INFO @decay_lr : LR updated to `7.0115515e-05` 2021-05-07 16:20:58.573: INFO @log_profile : T train: 30.931393 2021-05-07 16:20:58.573: INFO @log_profile : T read data: 0.391687 2021-05-07 16:20:58.573: INFO @log_profile : T hooks: 3.155524 2021-05-07 16:20:58.573: INFO @main_loop : Epoch 290 done 2021-05-07 16:20:58.573: INFO @main_loop : Training epoch 291 2021-05-07 16:21:29.288: INFO @log_variables: train loss nanmean: 2.961183 2021-05-07 16:21:29.289: INFO @log_variables: train age_loss mean: 3.613575 2021-05-07 16:21:29.289: INFO @log_variables: train gender_loss mean: 0.300739 2021-05-07 16:21:29.289: INFO @log_variables: train age_mae mean: 10.172272 2021-05-07 16:21:29.289: INFO @log_variables: train gender_accuracy mean: 0.868417 2021-05-07 16:21:29.289: INFO @log_variables: train gender_confidence/loss nanmean: 0.070433 2021-05-07 16:21:29.289: INFO @log_variables: train gender_confidence/accuracy mean: 0.771918 2021-05-07 16:21:29.290: INFO @log_variables: train age_confidence/loss mean: 0.050777 2021-05-07 16:21:29.290: INFO @log_variables: train age_confidence/accuracy mean: 0.713614 2021-05-07 16:21:29.290: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 16:21:29.292: INFO @metrics_hook: train age_mae: 10.172 +-0.152 (13824) 2021-05-07 16:21:29.295: INFO @metrics_hook: train gender_accuracy: 0.868 +-0.006 (13824) 2021-05-07 16:21:31.860: INFO @decay_lr : LR updated to `6.976494e-05` 2021-05-07 16:21:31.861: INFO @log_profile : T train: 29.666375 2021-05-07 16:21:31.862: INFO @log_profile : T read data: 0.384912 2021-05-07 16:21:31.862: INFO @log_profile : T hooks: 3.171190 2021-05-07 16:21:31.862: INFO @main_loop : Epoch 291 done 2021-05-07 16:21:31.862: INFO @main_loop : Training epoch 292 2021-05-07 16:22:03.885: INFO @log_variables: train loss nanmean: 2.973981 2021-05-07 16:22:03.887: INFO @log_variables: train age_loss mean: 3.617433 2021-05-07 16:22:03.887: INFO @log_variables: train gender_loss mean: 0.306924 2021-05-07 16:22:03.888: INFO @log_variables: train age_mae mean: 10.234288 2021-05-07 16:22:03.888: INFO @log_variables: train gender_accuracy mean: 0.863837 2021-05-07 16:22:03.888: INFO @log_variables: train gender_confidence/loss nanmean: 0.071630 2021-05-07 16:22:03.888: INFO @log_variables: train gender_confidence/accuracy mean: 0.761425 2021-05-07 16:22:03.888: INFO @log_variables: train age_confidence/loss mean: 0.051074 2021-05-07 16:22:03.888: INFO @log_variables: train age_confidence/accuracy mean: 0.713189 2021-05-07 16:22:03.888: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 16:22:03.890: INFO @metrics_hook: train age_mae: 10.234 +-0.153 (13807) 2021-05-07 16:22:03.891: INFO @metrics_hook: train gender_accuracy: 0.864 +-0.006 (13807) 2021-05-07 16:22:06.489: INFO @decay_lr : LR updated to `6.941611e-05` 2021-05-07 16:22:06.492: INFO @log_profile : T train: 30.851713 2021-05-07 16:22:06.492: INFO @log_profile : T read data: 0.521454 2021-05-07 16:22:06.492: INFO @log_profile : T hooks: 3.193969 2021-05-07 16:22:06.492: INFO @main_loop : Epoch 292 done 2021-05-07 16:22:06.492: INFO @main_loop : Training epoch 293 2021-05-07 16:22:37.386: INFO @log_variables: train loss nanmean: 2.928135 2021-05-07 16:22:37.388: INFO @log_variables: train age_loss mean: 3.609959 2021-05-07 16:22:37.388: INFO @log_variables: train gender_loss mean: 0.304582 2021-05-07 16:22:37.389: INFO @log_variables: train age_mae mean: 10.244536 2021-05-07 16:22:37.389: INFO @log_variables: train gender_accuracy mean: 0.871817 2021-05-07 16:22:37.389: INFO @log_variables: train gender_confidence/loss nanmean: 0.072893 2021-05-07 16:22:37.389: INFO @log_variables: train gender_confidence/accuracy mean: 0.758825 2021-05-07 16:22:37.389: INFO @log_variables: train age_confidence/loss mean: 0.051282 2021-05-07 16:22:37.389: INFO @log_variables: train age_confidence/accuracy mean: 0.706380 2021-05-07 16:22:37.389: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 16:22:37.391: INFO @metrics_hook: train age_mae: 10.245 +-0.154 (13824) 2021-05-07 16:22:37.394: INFO @metrics_hook: train gender_accuracy: 0.872 +-0.006 (13824) 2021-05-07 16:22:39.999: INFO @decay_lr : LR updated to `6.9069036e-05` 2021-05-07 16:22:40.000: INFO @log_profile : T train: 29.862307 2021-05-07 16:22:40.000: INFO @log_profile : T read data: 0.381090 2021-05-07 16:22:40.000: INFO @log_profile : T hooks: 3.199232 2021-05-07 16:22:40.000: INFO @main_loop : Epoch 293 done 2021-05-07 16:22:40.000: INFO @main_loop : Training epoch 294 2021-05-07 16:23:11.993: INFO @log_variables: train loss nanmean: 2.972803 2021-05-07 16:23:11.994: INFO @log_variables: train age_loss mean: 3.616528 2021-05-07 16:23:11.994: INFO @log_variables: train gender_loss mean: 0.306102 2021-05-07 16:23:11.994: INFO @log_variables: train age_mae mean: 10.261181 2021-05-07 16:23:11.994: INFO @log_variables: train gender_accuracy mean: 0.867115 2021-05-07 16:23:11.994: INFO @log_variables: train gender_confidence/loss nanmean: 0.072387 2021-05-07 16:23:11.994: INFO @log_variables: train gender_confidence/accuracy mean: 0.760995 2021-05-07 16:23:11.994: INFO @log_variables: train age_confidence/loss mean: 0.051014 2021-05-07 16:23:11.994: INFO @log_variables: train age_confidence/accuracy mean: 0.712457 2021-05-07 16:23:11.994: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 16:23:11.995: INFO @metrics_hook: train age_mae: 10.261 +-0.154 (13824) 2021-05-07 16:23:11.997: INFO @metrics_hook: train gender_accuracy: 0.867 +-0.006 (13824) 2021-05-07 16:23:14.600: INFO @decay_lr : LR updated to `6.872369e-05` 2021-05-07 16:23:14.603: INFO @log_profile : T train: 30.925711 2021-05-07 16:23:14.603: INFO @log_profile : T read data: 0.400755 2021-05-07 16:23:14.603: INFO @log_profile : T hooks: 3.209373 2021-05-07 16:23:14.603: INFO @main_loop : Epoch 294 done 2021-05-07 16:23:14.603: INFO @main_loop : Training epoch 295 2021-05-07 16:23:46.330: INFO @log_variables: train loss nanmean: 2.933190 2021-05-07 16:23:46.331: INFO @log_variables: train age_loss mean: 3.614138 2021-05-07 16:23:46.332: INFO @log_variables: train gender_loss mean: 0.301700 2021-05-07 16:23:46.332: INFO @log_variables: train age_mae mean: 10.141708 2021-05-07 16:23:46.332: INFO @log_variables: train gender_accuracy mean: 0.870573 2021-05-07 16:23:46.332: INFO @log_variables: train gender_confidence/loss nanmean: 0.071385 2021-05-07 16:23:46.332: INFO @log_variables: train gender_confidence/accuracy mean: 0.769754 2021-05-07 16:23:46.332: INFO @log_variables: train age_confidence/loss mean: 0.050852 2021-05-07 16:23:46.332: INFO @log_variables: train age_confidence/accuracy mean: 0.712682 2021-05-07 16:23:46.332: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 16:23:46.335: INFO @metrics_hook: train age_mae: 10.142 +-0.152 (13807) 2021-05-07 16:23:46.337: INFO @metrics_hook: train gender_accuracy: 0.871 +-0.006 (13807) 2021-05-07 16:23:48.920: INFO @decay_lr : LR updated to `6.838007e-05` 2021-05-07 16:23:48.922: INFO @log_profile : T train: 30.551490 2021-05-07 16:23:48.922: INFO @log_profile : T read data: 0.531867 2021-05-07 16:23:48.922: INFO @log_profile : T hooks: 3.170888 2021-05-07 16:23:48.922: INFO @main_loop : Epoch 295 done 2021-05-07 16:23:48.922: INFO @main_loop : Training epoch 296 2021-05-07 16:24:21.121: INFO @log_variables: train loss nanmean: 2.964367 2021-05-07 16:24:21.123: INFO @log_variables: train age_loss mean: 3.598502 2021-05-07 16:24:21.123: INFO @log_variables: train gender_loss mean: 0.297219 2021-05-07 16:24:21.123: INFO @log_variables: train age_mae mean: 9.994228 2021-05-07 16:24:21.123: INFO @log_variables: train gender_accuracy mean: 0.866102 2021-05-07 16:24:21.123: INFO @log_variables: train gender_confidence/loss nanmean: 0.068790 2021-05-07 16:24:21.123: INFO @log_variables: train gender_confidence/accuracy mean: 0.777054 2021-05-07 16:24:21.123: INFO @log_variables: train age_confidence/loss mean: 0.051271 2021-05-07 16:24:21.123: INFO @log_variables: train age_confidence/accuracy mean: 0.711589 2021-05-07 16:24:21.123: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 16:24:21.125: INFO @metrics_hook: train age_mae: 9.994 +-0.151 (13824) 2021-05-07 16:24:21.127: INFO @metrics_hook: train gender_accuracy: 0.866 +-0.006 (13824) 2021-05-07 16:24:23.699: INFO @decay_lr : LR updated to `6.803817e-05` 2021-05-07 16:24:23.701: INFO @log_profile : T train: 31.136720 2021-05-07 16:24:23.701: INFO @log_profile : T read data: 0.400726 2021-05-07 16:24:23.701: INFO @log_profile : T hooks: 3.173673 2021-05-07 16:24:23.701: INFO @main_loop : Epoch 296 done 2021-05-07 16:24:23.701: INFO @main_loop : Training epoch 297 2021-05-07 16:24:55.438: INFO @log_variables: train loss nanmean: 2.970560 2021-05-07 16:24:55.439: INFO @log_variables: train age_loss mean: 3.621629 2021-05-07 16:24:55.439: INFO @log_variables: train gender_loss mean: 0.308162 2021-05-07 16:24:55.439: INFO @log_variables: train age_mae mean: 10.252328 2021-05-07 16:24:55.439: INFO @log_variables: train gender_accuracy mean: 0.867115 2021-05-07 16:24:55.439: INFO @log_variables: train gender_confidence/loss nanmean: 0.071510 2021-05-07 16:24:55.439: INFO @log_variables: train gender_confidence/accuracy mean: 0.763600 2021-05-07 16:24:55.439: INFO @log_variables: train age_confidence/loss mean: 0.050717 2021-05-07 16:24:55.439: INFO @log_variables: train age_confidence/accuracy mean: 0.714988 2021-05-07 16:24:55.439: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 16:24:55.441: INFO @metrics_hook: train age_mae: 10.252 +-0.153 (13824) 2021-05-07 16:24:55.443: INFO @metrics_hook: train gender_accuracy: 0.867 +-0.006 (13824) 2021-05-07 16:24:57.779: INFO @decay_lr : LR updated to `6.769798e-05` 2021-05-07 16:24:57.781: INFO @log_profile : T train: 30.668509 2021-05-07 16:24:57.781: INFO @log_profile : T read data: 0.393034 2021-05-07 16:24:57.781: INFO @log_profile : T hooks: 2.952700 2021-05-07 16:24:57.781: INFO @main_loop : Epoch 297 done 2021-05-07 16:24:57.781: INFO @main_loop : Training epoch 298 2021-05-07 16:25:28.824: INFO @log_variables: train loss nanmean: 2.950461 2021-05-07 16:25:28.824: INFO @log_variables: train age_loss mean: 3.620508 2021-05-07 16:25:28.824: INFO @log_variables: train gender_loss mean: 0.303213 2021-05-07 16:25:28.824: INFO @log_variables: train age_mae mean: 10.193841 2021-05-07 16:25:28.824: INFO @log_variables: train gender_accuracy mean: 0.865958 2021-05-07 16:25:28.824: INFO @log_variables: train gender_confidence/loss nanmean: 0.071289 2021-05-07 16:25:28.824: INFO @log_variables: train gender_confidence/accuracy mean: 0.766710 2021-05-07 16:25:28.824: INFO @log_variables: train age_confidence/loss mean: 0.051895 2021-05-07 16:25:28.824: INFO @log_variables: train age_confidence/accuracy mean: 0.702112 2021-05-07 16:25:28.824: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 16:25:28.826: INFO @metrics_hook: train age_mae: 10.194 +-0.154 (13824) 2021-05-07 16:25:28.827: INFO @metrics_hook: train gender_accuracy: 0.866 +-0.006 (13824) 2021-05-07 16:25:31.537: INFO @decay_lr : LR updated to `6.735949e-05` 2021-05-07 16:25:31.539: INFO @log_profile : T train: 30.006318 2021-05-07 16:25:31.539: INFO @log_profile : T read data: 0.392649 2021-05-07 16:25:31.539: INFO @log_profile : T hooks: 3.293472 2021-05-07 16:25:31.539: INFO @main_loop : Epoch 298 done 2021-05-07 16:25:31.539: INFO @main_loop : Training epoch 299 2021-05-07 16:26:03.750: INFO @log_variables: train loss nanmean: 2.935840 2021-05-07 16:26:03.751: INFO @log_variables: train age_loss mean: 3.602431 2021-05-07 16:26:03.751: INFO @log_variables: train gender_loss mean: 0.303848 2021-05-07 16:26:03.751: INFO @log_variables: train age_mae mean: 10.112885 2021-05-07 16:26:03.751: INFO @log_variables: train gender_accuracy mean: 0.868473 2021-05-07 16:26:03.751: INFO @log_variables: train gender_confidence/loss nanmean: 0.071438 2021-05-07 16:26:03.751: INFO @log_variables: train gender_confidence/accuracy mean: 0.767364 2021-05-07 16:26:03.751: INFO @log_variables: train age_confidence/loss mean: 0.051144 2021-05-07 16:26:03.751: INFO @log_variables: train age_confidence/accuracy mean: 0.712899 2021-05-07 16:26:03.751: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 16:26:03.755: INFO @metrics_hook: train age_mae: 10.113 +-0.153 (13807) 2021-05-07 16:26:03.758: INFO @metrics_hook: train gender_accuracy: 0.868 +-0.006 (13807) 2021-05-07 16:26:06.355: INFO @decay_lr : LR updated to `6.7022695e-05` 2021-05-07 16:26:06.357: INFO @log_profile : T train: 31.016792 2021-05-07 16:26:06.357: INFO @log_profile : T read data: 0.519932 2021-05-07 16:26:06.357: INFO @log_profile : T hooks: 3.214485 2021-05-07 16:26:06.357: INFO @main_loop : Epoch 299 done 2021-05-07 16:26:06.357: INFO @main_loop : Training epoch 300 2021-05-07 16:26:38.570: INFO @log_variables: train loss nanmean: 2.958977 2021-05-07 16:26:38.570: INFO @log_variables: train age_loss mean: 3.616231 2021-05-07 16:26:38.570: INFO @log_variables: train gender_loss mean: 0.291665 2021-05-07 16:26:38.571: INFO @log_variables: train age_mae mean: 10.146351 2021-05-07 16:26:38.571: INFO @log_variables: train gender_accuracy mean: 0.872251 2021-05-07 16:26:38.571: INFO @log_variables: train gender_confidence/loss nanmean: 0.070446 2021-05-07 16:26:38.571: INFO @log_variables: train gender_confidence/accuracy mean: 0.775608 2021-05-07 16:26:38.571: INFO @log_variables: train age_confidence/loss mean: 0.050780 2021-05-07 16:26:38.571: INFO @log_variables: train age_confidence/accuracy mean: 0.713397 2021-05-07 16:26:38.571: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 16:26:38.574: INFO @metrics_hook: train age_mae: 10.146 +-0.153 (13824) 2021-05-07 16:26:38.576: INFO @metrics_hook: train gender_accuracy: 0.872 +-0.006 (13824) 2021-05-07 16:26:41.142: INFO @decay_lr : LR updated to `6.668758e-05` 2021-05-07 16:26:41.143: INFO @log_profile : T train: 31.204276 2021-05-07 16:26:41.143: INFO @log_profile : T read data: 0.372198 2021-05-07 16:26:41.143: INFO @log_profile : T hooks: 3.146472 2021-05-07 16:26:41.143: INFO @main_loop : Epoch 300 done 2021-05-07 16:26:41.143: INFO @main_loop : Training epoch 301 2021-05-07 16:27:13.286: INFO @log_variables: train loss nanmean: 2.968445 2021-05-07 16:27:13.287: INFO @log_variables: train age_loss mean: 3.607512 2021-05-07 16:27:13.287: INFO @log_variables: train gender_loss mean: 0.296378 2021-05-07 16:27:13.287: INFO @log_variables: train age_mae mean: 10.117979 2021-05-07 16:27:13.287: INFO @log_variables: train gender_accuracy mean: 0.872468 2021-05-07 16:27:13.287: INFO @log_variables: train gender_confidence/loss nanmean: 0.070974 2021-05-07 16:27:13.287: INFO @log_variables: train gender_confidence/accuracy mean: 0.773365 2021-05-07 16:27:13.287: INFO @log_variables: train age_confidence/loss mean: 0.051324 2021-05-07 16:27:13.287: INFO @log_variables: train age_confidence/accuracy mean: 0.712601 2021-05-07 16:27:13.287: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 16:27:13.290: INFO @metrics_hook: train age_mae: 10.118 +-0.153 (13824) 2021-05-07 16:27:13.292: INFO @metrics_hook: train gender_accuracy: 0.872 +-0.006 (13824) 2021-05-07 16:27:15.854: INFO @decay_lr : LR updated to `6.635414e-05` 2021-05-07 16:27:15.855: INFO @log_profile : T train: 31.109738 2021-05-07 16:27:15.855: INFO @log_profile : T read data: 0.385315 2021-05-07 16:27:15.856: INFO @log_profile : T hooks: 3.154393 2021-05-07 16:27:15.856: INFO @main_loop : Epoch 301 done 2021-05-07 16:27:15.856: INFO @main_loop : Training epoch 302 2021-05-07 16:27:47.890: INFO @log_variables: train loss nanmean: 2.929308 2021-05-07 16:27:47.892: INFO @log_variables: train age_loss mean: 3.605763 2021-05-07 16:27:47.892: INFO @log_variables: train gender_loss mean: 0.297335 2021-05-07 16:27:47.893: INFO @log_variables: train age_mae mean: 10.081495 2021-05-07 16:27:47.893: INFO @log_variables: train gender_accuracy mean: 0.873905 2021-05-07 16:27:47.893: INFO @log_variables: train gender_confidence/loss nanmean: 0.071652 2021-05-07 16:27:47.893: INFO @log_variables: train gender_confidence/accuracy mean: 0.767944 2021-05-07 16:27:47.893: INFO @log_variables: train age_confidence/loss mean: 0.051553 2021-05-07 16:27:47.893: INFO @log_variables: train age_confidence/accuracy mean: 0.705150 2021-05-07 16:27:47.894: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 16:27:47.896: INFO @metrics_hook: train age_mae: 10.081 +-0.153 (13807) 2021-05-07 16:27:47.898: INFO @metrics_hook: train gender_accuracy: 0.874 +-0.006 (13807) 2021-05-07 16:27:50.458: INFO @decay_lr : LR updated to `6.6022374e-05` 2021-05-07 16:27:50.460: INFO @log_profile : T train: 30.852405 2021-05-07 16:27:50.460: INFO @log_profile : T read data: 0.537147 2021-05-07 16:27:50.460: INFO @log_profile : T hooks: 3.147918 2021-05-07 16:27:50.460: INFO @main_loop : Epoch 302 done 2021-05-07 16:27:50.460: INFO @main_loop : Training epoch 303 2021-05-07 16:28:21.510: INFO @log_variables: train loss nanmean: 2.964431 2021-05-07 16:28:21.511: INFO @log_variables: train age_loss mean: 3.624832 2021-05-07 16:28:21.511: INFO @log_variables: train gender_loss mean: 0.311642 2021-05-07 16:28:21.511: INFO @log_variables: train age_mae mean: 10.324998 2021-05-07 16:28:21.511: INFO @log_variables: train gender_accuracy mean: 0.864439 2021-05-07 16:28:21.511: INFO @log_variables: train gender_confidence/loss nanmean: 0.073042 2021-05-07 16:28:21.511: INFO @log_variables: train gender_confidence/accuracy mean: 0.763600 2021-05-07 16:28:21.511: INFO @log_variables: train age_confidence/loss mean: 0.050878 2021-05-07 16:28:21.511: INFO @log_variables: train age_confidence/accuracy mean: 0.715929 2021-05-07 16:28:21.511: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 16:28:21.514: INFO @metrics_hook: train age_mae: 10.325 +-0.156 (13824) 2021-05-07 16:28:21.515: INFO @metrics_hook: train gender_accuracy: 0.864 +-0.006 (13824) 2021-05-07 16:28:24.087: INFO @decay_lr : LR updated to `6.5692264e-05` 2021-05-07 16:28:24.088: INFO @log_profile : T train: 29.999766 2021-05-07 16:28:24.088: INFO @log_profile : T read data: 0.386406 2021-05-07 16:28:24.088: INFO @log_profile : T hooks: 3.175833 2021-05-07 16:28:24.088: INFO @main_loop : Epoch 303 done 2021-05-07 16:28:24.089: INFO @main_loop : Training epoch 304 2021-05-07 16:28:55.756: INFO @log_variables: train loss nanmean: 2.982117 2021-05-07 16:28:55.757: INFO @log_variables: train age_loss mean: 3.612368 2021-05-07 16:28:55.758: INFO @log_variables: train gender_loss mean: 0.315818 2021-05-07 16:28:55.758: INFO @log_variables: train age_mae mean: 10.223139 2021-05-07 16:28:55.758: INFO @log_variables: train gender_accuracy mean: 0.863498 2021-05-07 16:28:55.758: INFO @log_variables: train gender_confidence/loss nanmean: 0.072188 2021-05-07 16:28:55.759: INFO @log_variables: train gender_confidence/accuracy mean: 0.758102 2021-05-07 16:28:55.759: INFO @log_variables: train age_confidence/loss mean: 0.050171 2021-05-07 16:28:55.759: INFO @log_variables: train age_confidence/accuracy mean: 0.720414 2021-05-07 16:28:55.759: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 16:28:55.763: INFO @metrics_hook: train age_mae: 10.223 +-0.151 (13824) 2021-05-07 16:28:55.765: INFO @metrics_hook: train gender_accuracy: 0.863 +-0.006 (13824) 2021-05-07 16:28:58.317: INFO @decay_lr : LR updated to `6.5363805e-05` 2021-05-07 16:28:58.319: INFO @log_profile : T train: 30.605324 2021-05-07 16:28:58.319: INFO @log_profile : T read data: 0.398770 2021-05-07 16:28:58.319: INFO @log_profile : T hooks: 3.160487 2021-05-07 16:28:58.319: INFO @main_loop : Epoch 304 done 2021-05-07 16:28:58.319: INFO @main_loop : Training epoch 305 2021-05-07 16:29:29.250: INFO @log_variables: train loss nanmean: 2.966085 2021-05-07 16:29:29.250: INFO @log_variables: train age_loss mean: 3.607360 2021-05-07 16:29:29.250: INFO @log_variables: train gender_loss mean: 0.304254 2021-05-07 16:29:29.250: INFO @log_variables: train age_mae mean: 10.190184 2021-05-07 16:29:29.250: INFO @log_variables: train gender_accuracy mean: 0.867622 2021-05-07 16:29:29.250: INFO @log_variables: train gender_confidence/loss nanmean: 0.070178 2021-05-07 16:29:29.250: INFO @log_variables: train gender_confidence/accuracy mean: 0.764974 2021-05-07 16:29:29.251: INFO @log_variables: train age_confidence/loss mean: 0.050596 2021-05-07 16:29:29.251: INFO @log_variables: train age_confidence/accuracy mean: 0.716869 2021-05-07 16:29:29.251: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 16:29:29.253: INFO @metrics_hook: train age_mae: 10.190 +-0.154 (13824) 2021-05-07 16:29:29.255: INFO @metrics_hook: train gender_accuracy: 0.868 +-0.006 (13824) 2021-05-07 16:29:31.810: INFO @decay_lr : LR updated to `6.5036984e-05` 2021-05-07 16:29:31.812: INFO @log_profile : T train: 29.904328 2021-05-07 16:29:31.812: INFO @log_profile : T read data: 0.382974 2021-05-07 16:29:31.812: INFO @log_profile : T hooks: 3.142551 2021-05-07 16:29:31.812: INFO @main_loop : Epoch 305 done 2021-05-07 16:29:31.812: INFO @main_loop : Training epoch 306 2021-05-07 16:30:03.702: INFO @log_variables: train loss nanmean: 2.962899 2021-05-07 16:30:03.702: INFO @log_variables: train age_loss mean: 3.614071 2021-05-07 16:30:03.702: INFO @log_variables: train gender_loss mean: 0.293154 2021-05-07 16:30:03.702: INFO @log_variables: train age_mae mean: 10.152929 2021-05-07 16:30:03.702: INFO @log_variables: train gender_accuracy mean: 0.871949 2021-05-07 16:30:03.703: INFO @log_variables: train gender_confidence/loss nanmean: 0.070572 2021-05-07 16:30:03.703: INFO @log_variables: train gender_confidence/accuracy mean: 0.773014 2021-05-07 16:30:03.703: INFO @log_variables: train age_confidence/loss mean: 0.051098 2021-05-07 16:30:03.703: INFO @log_variables: train age_confidence/accuracy mean: 0.712610 2021-05-07 16:30:03.703: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 16:30:03.705: INFO @metrics_hook: train age_mae: 10.153 +-0.154 (13807) 2021-05-07 16:30:03.707: INFO @metrics_hook: train gender_accuracy: 0.872 +-0.006 (13807) 2021-05-07 16:30:06.326: INFO @decay_lr : LR updated to `6.47118e-05` 2021-05-07 16:30:06.327: INFO @log_profile : T train: 30.698187 2021-05-07 16:30:06.327: INFO @log_profile : T read data: 0.526873 2021-05-07 16:30:06.327: INFO @log_profile : T hooks: 3.224619 2021-05-07 16:30:06.327: INFO @main_loop : Epoch 306 done 2021-05-07 16:30:06.327: INFO @main_loop : Training epoch 307 2021-05-07 16:30:38.532: INFO @log_variables: train loss nanmean: 2.895575 2021-05-07 16:30:38.532: INFO @log_variables: train age_loss mean: 3.606345 2021-05-07 16:30:38.533: INFO @log_variables: train gender_loss mean: 0.297134 2021-05-07 16:30:38.533: INFO @log_variables: train age_mae mean: 10.070022 2021-05-07 16:30:38.533: INFO @log_variables: train gender_accuracy mean: 0.870298 2021-05-07 16:30:38.533: INFO @log_variables: train gender_confidence/loss nanmean: 0.071222 2021-05-07 16:30:38.533: INFO @log_variables: train gender_confidence/accuracy mean: 0.774378 2021-05-07 16:30:38.533: INFO @log_variables: train age_confidence/loss mean: 0.051286 2021-05-07 16:30:38.533: INFO @log_variables: train age_confidence/accuracy mean: 0.710069 2021-05-07 16:30:38.533: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 16:30:38.537: INFO @metrics_hook: train age_mae: 10.070 +-0.152 (13824) 2021-05-07 16:30:38.540: INFO @metrics_hook: train gender_accuracy: 0.870 +-0.006 (13824) 2021-05-07 16:30:45.735: INFO @decay_lr : LR updated to `6.438824e-05` 2021-05-07 16:30:45.736: INFO @log_profile : T train: 31.184259 2021-05-07 16:30:45.737: INFO @log_profile : T read data: 0.370784 2021-05-07 16:30:45.737: INFO @log_profile : T hooks: 7.791883 2021-05-07 16:30:45.737: INFO @main_loop : Epoch 307 done 2021-05-07 16:30:45.737: INFO @main_loop : Training epoch 308 2021-05-07 16:31:16.691: INFO @log_variables: train loss nanmean: 2.976548 2021-05-07 16:31:16.691: INFO @log_variables: train age_loss mean: 3.610893 2021-05-07 16:31:16.691: INFO @log_variables: train gender_loss mean: 0.298038 2021-05-07 16:31:16.691: INFO @log_variables: train age_mae mean: 10.159113 2021-05-07 16:31:16.691: INFO @log_variables: train gender_accuracy mean: 0.870298 2021-05-07 16:31:16.692: INFO @log_variables: train gender_confidence/loss nanmean: 0.072327 2021-05-07 16:31:16.692: INFO @log_variables: train gender_confidence/accuracy mean: 0.766782 2021-05-07 16:31:16.692: INFO @log_variables: train age_confidence/loss mean: 0.050800 2021-05-07 16:31:16.692: INFO @log_variables: train age_confidence/accuracy mean: 0.711010 2021-05-07 16:31:16.692: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 16:31:16.695: INFO @metrics_hook: train age_mae: 10.159 +-0.151 (13824) 2021-05-07 16:31:16.698: INFO @metrics_hook: train gender_accuracy: 0.870 +-0.006 (13824) 2021-05-07 16:31:19.262: INFO @decay_lr : LR updated to `6.40663e-05` 2021-05-07 16:31:19.264: INFO @log_profile : T train: 29.947318 2021-05-07 16:31:19.264: INFO @log_profile : T read data: 0.369942 2021-05-07 16:31:19.264: INFO @log_profile : T hooks: 3.145091 2021-05-07 16:31:19.264: INFO @main_loop : Epoch 308 done 2021-05-07 16:31:19.264: INFO @main_loop : Training epoch 309 2021-05-07 16:31:50.984: INFO @log_variables: train loss nanmean: 2.932733 2021-05-07 16:31:50.985: INFO @log_variables: train age_loss mean: 3.601943 2021-05-07 16:31:50.985: INFO @log_variables: train gender_loss mean: 0.299732 2021-05-07 16:31:50.985: INFO @log_variables: train age_mae mean: 10.118221 2021-05-07 16:31:50.985: INFO @log_variables: train gender_accuracy mean: 0.866952 2021-05-07 16:31:50.985: INFO @log_variables: train gender_confidence/loss nanmean: 0.071359 2021-05-07 16:31:50.985: INFO @log_variables: train gender_confidence/accuracy mean: 0.760774 2021-05-07 16:31:50.985: INFO @log_variables: train age_confidence/loss mean: 0.051255 2021-05-07 16:31:50.985: INFO @log_variables: train age_confidence/accuracy mean: 0.708771 2021-05-07 16:31:50.985: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 16:31:50.987: INFO @metrics_hook: train age_mae: 10.118 +-0.152 (13807) 2021-05-07 16:31:50.990: INFO @metrics_hook: train gender_accuracy: 0.867 +-0.006 (13807) 2021-05-07 16:31:53.602: INFO @decay_lr : LR updated to `6.374597e-05` 2021-05-07 16:31:53.604: INFO @log_profile : T train: 30.546542 2021-05-07 16:31:53.604: INFO @log_profile : T read data: 0.519744 2021-05-07 16:31:53.604: INFO @log_profile : T hooks: 3.209441 2021-05-07 16:31:53.604: INFO @main_loop : Epoch 309 done 2021-05-07 16:31:53.604: INFO @main_loop : Training epoch 310 2021-05-07 16:32:25.458: INFO @log_variables: train loss nanmean: 2.936893 2021-05-07 16:32:25.461: INFO @log_variables: train age_loss mean: 3.608214 2021-05-07 16:32:25.461: INFO @log_variables: train gender_loss mean: 0.302430 2021-05-07 16:32:25.461: INFO @log_variables: train age_mae mean: 10.173442 2021-05-07 16:32:25.461: INFO @log_variables: train gender_accuracy mean: 0.866753 2021-05-07 16:32:25.461: INFO @log_variables: train gender_confidence/loss nanmean: 0.070967 2021-05-07 16:32:25.462: INFO @log_variables: train gender_confidence/accuracy mean: 0.765553 2021-05-07 16:32:25.462: INFO @log_variables: train age_confidence/loss mean: 0.051803 2021-05-07 16:32:25.462: INFO @log_variables: train age_confidence/accuracy mean: 0.702112 2021-05-07 16:32:25.462: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 16:32:25.465: INFO @metrics_hook: train age_mae: 10.173 +-0.156 (13824) 2021-05-07 16:32:25.467: INFO @metrics_hook: train gender_accuracy: 0.867 +-0.006 (13824) 2021-05-07 16:32:28.083: INFO @decay_lr : LR updated to `6.342724e-05` 2021-05-07 16:32:28.084: INFO @log_profile : T train: 30.825717 2021-05-07 16:32:28.084: INFO @log_profile : T read data: 0.363674 2021-05-07 16:32:28.084: INFO @log_profile : T hooks: 3.228327 2021-05-07 16:32:28.085: INFO @main_loop : Epoch 310 done 2021-05-07 16:32:28.085: INFO @main_loop : Training epoch 311 2021-05-07 16:33:00.339: INFO @log_variables: train loss nanmean: 2.995153 2021-05-07 16:33:00.339: INFO @log_variables: train age_loss mean: 3.630001 2021-05-07 16:33:00.339: INFO @log_variables: train gender_loss mean: 0.307667 2021-05-07 16:33:00.339: INFO @log_variables: train age_mae mean: 10.172209 2021-05-07 16:33:00.339: INFO @log_variables: train gender_accuracy mean: 0.867033 2021-05-07 16:33:00.339: INFO @log_variables: train gender_confidence/loss nanmean: 0.072861 2021-05-07 16:33:00.339: INFO @log_variables: train gender_confidence/accuracy mean: 0.759893 2021-05-07 16:33:00.340: INFO @log_variables: train age_confidence/loss mean: 0.050799 2021-05-07 16:33:00.340: INFO @log_variables: train age_confidence/accuracy mean: 0.714100 2021-05-07 16:33:00.340: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 16:33:00.343: INFO @metrics_hook: train age_mae: 10.172 +-0.152 (13823) 2021-05-07 16:33:00.345: INFO @metrics_hook: train gender_accuracy: 0.867 +-0.006 (13823) 2021-05-07 16:33:02.955: INFO @decay_lr : LR updated to `6.31101e-05` 2021-05-07 16:33:02.957: INFO @log_profile : T train: 31.190809 2021-05-07 16:33:02.957: INFO @log_profile : T read data: 0.391626 2021-05-07 16:33:02.957: INFO @log_profile : T hooks: 3.226079 2021-05-07 16:33:02.957: INFO @main_loop : Epoch 311 done 2021-05-07 16:33:02.958: INFO @main_loop : Training epoch 312 2021-05-07 16:33:34.916: INFO @log_variables: train loss nanmean: 2.982803 2021-05-07 16:33:34.916: INFO @log_variables: train age_loss mean: 3.615468 2021-05-07 16:33:34.916: INFO @log_variables: train gender_loss mean: 0.295981 2021-05-07 16:33:34.916: INFO @log_variables: train age_mae mean: 10.187161 2021-05-07 16:33:34.916: INFO @log_variables: train gender_accuracy mean: 0.871877 2021-05-07 16:33:34.916: INFO @log_variables: train gender_confidence/loss nanmean: 0.071285 2021-05-07 16:33:34.916: INFO @log_variables: train gender_confidence/accuracy mean: 0.771638 2021-05-07 16:33:34.916: INFO @log_variables: train age_confidence/loss mean: 0.051062 2021-05-07 16:33:34.916: INFO @log_variables: train age_confidence/accuracy mean: 0.708699 2021-05-07 16:33:34.916: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 16:33:34.918: INFO @metrics_hook: train age_mae: 10.187 +-0.155 (13807) 2021-05-07 16:33:34.919: INFO @metrics_hook: train gender_accuracy: 0.872 +-0.006 (13807) 2021-05-07 16:33:37.435: INFO @decay_lr : LR updated to `6.279455e-05` 2021-05-07 16:33:37.436: INFO @log_profile : T train: 30.799673 2021-05-07 16:33:37.436: INFO @log_profile : T read data: 0.532762 2021-05-07 16:33:37.436: INFO @log_profile : T hooks: 3.081797 2021-05-07 16:33:37.436: INFO @main_loop : Epoch 312 done 2021-05-07 16:33:37.436: INFO @main_loop : Training epoch 313 2021-05-07 16:34:08.387: INFO @log_variables: train loss nanmean: 2.920541 2021-05-07 16:34:08.387: INFO @log_variables: train age_loss mean: 3.614233 2021-05-07 16:34:08.387: INFO @log_variables: train gender_loss mean: 0.302698 2021-05-07 16:34:08.387: INFO @log_variables: train age_mae mean: 10.065440 2021-05-07 16:34:08.387: INFO @log_variables: train gender_accuracy mean: 0.868562 2021-05-07 16:34:08.387: INFO @log_variables: train gender_confidence/loss nanmean: 0.071063 2021-05-07 16:34:08.387: INFO @log_variables: train gender_confidence/accuracy mean: 0.767361 2021-05-07 16:34:08.387: INFO @log_variables: train age_confidence/loss mean: 0.050623 2021-05-07 16:34:08.387: INFO @log_variables: train age_confidence/accuracy mean: 0.715856 2021-05-07 16:34:08.388: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 16:34:08.389: INFO @metrics_hook: train age_mae: 10.065 +-0.149 (13824) 2021-05-07 16:34:08.391: INFO @metrics_hook: train gender_accuracy: 0.869 +-0.006 (13824) 2021-05-07 16:34:10.990: INFO @decay_lr : LR updated to `6.2480576e-05` 2021-05-07 16:34:10.991: INFO @log_profile : T train: 29.880338 2021-05-07 16:34:10.991: INFO @log_profile : T read data: 0.387798 2021-05-07 16:34:10.992: INFO @log_profile : T hooks: 3.221088 2021-05-07 16:34:10.992: INFO @main_loop : Epoch 313 done 2021-05-07 16:34:10.992: INFO @main_loop : Training epoch 314 2021-05-07 16:34:42.788: INFO @log_variables: train loss nanmean: 2.935274 2021-05-07 16:34:42.788: INFO @log_variables: train age_loss mean: 3.590699 2021-05-07 16:34:42.788: INFO @log_variables: train gender_loss mean: 0.301789 2021-05-07 16:34:42.788: INFO @log_variables: train age_mae mean: 10.042615 2021-05-07 16:34:42.788: INFO @log_variables: train gender_accuracy mean: 0.866753 2021-05-07 16:34:42.788: INFO @log_variables: train gender_confidence/loss nanmean: 0.070832 2021-05-07 16:34:42.788: INFO @log_variables: train gender_confidence/accuracy mean: 0.770544 2021-05-07 16:34:42.788: INFO @log_variables: train age_confidence/loss mean: 0.050794 2021-05-07 16:34:42.788: INFO @log_variables: train age_confidence/accuracy mean: 0.708116 2021-05-07 16:34:42.788: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 16:34:42.790: INFO @metrics_hook: train age_mae: 10.043 +-0.150 (13824) 2021-05-07 16:34:42.792: INFO @metrics_hook: train gender_accuracy: 0.867 +-0.006 (13824) 2021-05-07 16:34:45.468: INFO @decay_lr : LR updated to `6.2168176e-05` 2021-05-07 16:34:45.470: INFO @log_profile : T train: 30.764804 2021-05-07 16:34:45.470: INFO @log_profile : T read data: 0.378322 2021-05-07 16:34:45.470: INFO @log_profile : T hooks: 3.271919 2021-05-07 16:34:45.471: INFO @main_loop : Epoch 314 done 2021-05-07 16:34:45.471: INFO @main_loop : Training epoch 315 2021-05-07 16:35:16.745: INFO @log_variables: train loss nanmean: 2.961395 2021-05-07 16:35:16.745: INFO @log_variables: train age_loss mean: 3.609779 2021-05-07 16:35:16.745: INFO @log_variables: train gender_loss mean: 0.293133 2021-05-07 16:35:16.745: INFO @log_variables: train age_mae mean: 10.195699 2021-05-07 16:35:16.745: INFO @log_variables: train gender_accuracy mean: 0.874421 2021-05-07 16:35:16.745: INFO @log_variables: train gender_confidence/loss nanmean: 0.072409 2021-05-07 16:35:16.746: INFO @log_variables: train gender_confidence/accuracy mean: 0.764540 2021-05-07 16:35:16.746: INFO @log_variables: train age_confidence/loss mean: 0.050890 2021-05-07 16:35:16.746: INFO @log_variables: train age_confidence/accuracy mean: 0.716942 2021-05-07 16:35:16.746: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 16:35:16.748: INFO @metrics_hook: train age_mae: 10.196 +-0.154 (13824) 2021-05-07 16:35:16.750: INFO @metrics_hook: train gender_accuracy: 0.874 +-0.006 (13824) 2021-05-07 16:35:19.555: INFO @decay_lr : LR updated to `6.185733e-05` 2021-05-07 16:35:19.557: INFO @log_profile : T train: 30.229087 2021-05-07 16:35:19.557: INFO @log_profile : T read data: 0.394912 2021-05-07 16:35:19.557: INFO @log_profile : T hooks: 3.396746 2021-05-07 16:35:19.557: INFO @main_loop : Epoch 315 done 2021-05-07 16:35:19.557: INFO @main_loop : Training epoch 316 2021-05-07 16:35:51.790: INFO @log_variables: train loss nanmean: 2.913511 2021-05-07 16:35:51.790: INFO @log_variables: train age_loss mean: 3.602569 2021-05-07 16:35:51.790: INFO @log_variables: train gender_loss mean: 0.292980 2021-05-07 16:35:51.790: INFO @log_variables: train age_mae mean: 10.075607 2021-05-07 16:35:51.790: INFO @log_variables: train gender_accuracy mean: 0.872818 2021-05-07 16:35:51.790: INFO @log_variables: train gender_confidence/loss nanmean: 0.070346 2021-05-07 16:35:51.790: INFO @log_variables: train gender_confidence/accuracy mean: 0.773810 2021-05-07 16:35:51.791: INFO @log_variables: train age_confidence/loss mean: 0.051328 2021-05-07 16:35:51.791: INFO @log_variables: train age_confidence/accuracy mean: 0.714275 2021-05-07 16:35:51.791: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 16:35:51.792: INFO @metrics_hook: train age_mae: 10.076 +-0.152 (13807) 2021-05-07 16:35:51.793: INFO @metrics_hook: train gender_accuracy: 0.873 +-0.006 (13807) 2021-05-07 16:35:54.376: INFO @decay_lr : LR updated to `6.1548046e-05` 2021-05-07 16:35:54.378: INFO @log_profile : T train: 31.066244 2021-05-07 16:35:54.378: INFO @log_profile : T read data: 0.527548 2021-05-07 16:35:54.378: INFO @log_profile : T hooks: 3.162588 2021-05-07 16:35:54.379: INFO @main_loop : Epoch 316 done 2021-05-07 16:35:54.379: INFO @main_loop : Training epoch 317 2021-05-07 16:36:26.892: INFO @log_variables: train loss nanmean: 2.951568 2021-05-07 16:36:26.892: INFO @log_variables: train age_loss mean: 3.606513 2021-05-07 16:36:26.892: INFO @log_variables: train gender_loss mean: 0.299659 2021-05-07 16:36:26.892: INFO @log_variables: train age_mae mean: 10.152100 2021-05-07 16:36:26.892: INFO @log_variables: train gender_accuracy mean: 0.872821 2021-05-07 16:36:26.892: INFO @log_variables: train gender_confidence/loss nanmean: 0.071972 2021-05-07 16:36:26.892: INFO @log_variables: train gender_confidence/accuracy mean: 0.765825 2021-05-07 16:36:26.892: INFO @log_variables: train age_confidence/loss mean: 0.050832 2021-05-07 16:36:26.892: INFO @log_variables: train age_confidence/accuracy mean: 0.714172 2021-05-07 16:36:26.892: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 16:36:26.895: INFO @metrics_hook: train age_mae: 10.152 +-0.153 (13823) 2021-05-07 16:36:26.897: INFO @metrics_hook: train gender_accuracy: 0.873 +-0.006 (13823) 2021-05-07 16:36:29.590: INFO @decay_lr : LR updated to `6.124031e-05` 2021-05-07 16:36:29.592: INFO @log_profile : T train: 31.512284 2021-05-07 16:36:29.592: INFO @log_profile : T read data: 0.377413 2021-05-07 16:36:29.592: INFO @log_profile : T hooks: 3.261399 2021-05-07 16:36:29.592: INFO @main_loop : Epoch 317 done 2021-05-07 16:36:29.592: INFO @main_loop : Training epoch 318 2021-05-07 16:37:02.427: INFO @log_variables: train loss nanmean: 2.949426 2021-05-07 16:37:02.428: INFO @log_variables: train age_loss mean: 3.600868 2021-05-07 16:37:02.428: INFO @log_variables: train gender_loss mean: 0.297803 2021-05-07 16:37:02.428: INFO @log_variables: train age_mae mean: 10.091348 2021-05-07 16:37:02.428: INFO @log_variables: train gender_accuracy mean: 0.869358 2021-05-07 16:37:02.428: INFO @log_variables: train gender_confidence/loss nanmean: 0.071165 2021-05-07 16:37:02.428: INFO @log_variables: train gender_confidence/accuracy mean: 0.765119 2021-05-07 16:37:02.428: INFO @log_variables: train age_confidence/loss mean: 0.050696 2021-05-07 16:37:02.428: INFO @log_variables: train age_confidence/accuracy mean: 0.713035 2021-05-07 16:37:02.428: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 16:37:02.430: INFO @metrics_hook: train age_mae: 10.091 +-0.151 (13824) 2021-05-07 16:37:02.431: INFO @metrics_hook: train gender_accuracy: 0.869 +-0.006 (13824) 2021-05-07 16:37:05.066: INFO @decay_lr : LR updated to `6.0934108e-05` 2021-05-07 16:37:05.068: INFO @log_profile : T train: 31.815836 2021-05-07 16:37:05.068: INFO @log_profile : T read data: 0.394839 2021-05-07 16:37:05.068: INFO @log_profile : T hooks: 3.201686 2021-05-07 16:37:05.068: INFO @main_loop : Epoch 318 done 2021-05-07 16:37:05.068: INFO @main_loop : Training epoch 319 2021-05-07 16:37:37.796: INFO @log_variables: train loss nanmean: 2.918621 2021-05-07 16:37:37.796: INFO @log_variables: train age_loss mean: 3.586073 2021-05-07 16:37:37.796: INFO @log_variables: train gender_loss mean: 0.296001 2021-05-07 16:37:37.796: INFO @log_variables: train age_mae mean: 9.896605 2021-05-07 16:37:37.796: INFO @log_variables: train gender_accuracy mean: 0.872963 2021-05-07 16:37:37.796: INFO @log_variables: train gender_confidence/loss nanmean: 0.072354 2021-05-07 16:37:37.796: INFO @log_variables: train gender_confidence/accuracy mean: 0.767871 2021-05-07 16:37:37.796: INFO @log_variables: train age_confidence/loss mean: 0.051011 2021-05-07 16:37:37.796: INFO @log_variables: train age_confidence/accuracy mean: 0.715869 2021-05-07 16:37:37.796: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 16:37:37.798: INFO @metrics_hook: train age_mae: 9.897 +-0.148 (13807) 2021-05-07 16:37:37.800: INFO @metrics_hook: train gender_accuracy: 0.873 +-0.006 (13807) 2021-05-07 16:37:40.464: INFO @decay_lr : LR updated to `6.0629438e-05` 2021-05-07 16:37:40.466: INFO @log_profile : T train: 31.563853 2021-05-07 16:37:40.466: INFO @log_profile : T read data: 0.513982 2021-05-07 16:37:40.466: INFO @log_profile : T hooks: 3.253983 2021-05-07 16:37:40.466: INFO @main_loop : Epoch 319 done 2021-05-07 16:37:40.466: INFO @main_loop : Training epoch 320 2021-05-07 16:38:12.979: INFO @log_variables: train loss nanmean: 2.962193 2021-05-07 16:38:12.980: INFO @log_variables: train age_loss mean: 3.603477 2021-05-07 16:38:12.981: INFO @log_variables: train gender_loss mean: 0.300849 2021-05-07 16:38:12.981: INFO @log_variables: train age_mae mean: 10.056488 2021-05-07 16:38:12.981: INFO @log_variables: train gender_accuracy mean: 0.870732 2021-05-07 16:38:12.981: INFO @log_variables: train gender_confidence/loss nanmean: 0.071847 2021-05-07 16:38:12.981: INFO @log_variables: train gender_confidence/accuracy mean: 0.766927 2021-05-07 16:38:12.981: INFO @log_variables: train age_confidence/loss mean: 0.050921 2021-05-07 16:38:12.981: INFO @log_variables: train age_confidence/accuracy mean: 0.709418 2021-05-07 16:38:12.981: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 16:38:12.983: INFO @metrics_hook: train age_mae: 10.056 +-0.150 (13824) 2021-05-07 16:38:12.987: INFO @metrics_hook: train gender_accuracy: 0.871 +-0.006 (13824) 2021-05-07 16:38:15.613: INFO @decay_lr : LR updated to `6.0326292e-05` 2021-05-07 16:38:15.615: INFO @log_profile : T train: 31.497958 2021-05-07 16:38:15.615: INFO @log_profile : T read data: 0.387595 2021-05-07 16:38:15.615: INFO @log_profile : T hooks: 3.200477 2021-05-07 16:38:15.615: INFO @main_loop : Epoch 320 done 2021-05-07 16:38:15.615: INFO @main_loop : Training epoch 321 2021-05-07 16:38:48.374: INFO @log_variables: train loss nanmean: 2.929447 2021-05-07 16:38:48.374: INFO @log_variables: train age_loss mean: 3.601041 2021-05-07 16:38:48.374: INFO @log_variables: train gender_loss mean: 0.300019 2021-05-07 16:38:48.374: INFO @log_variables: train age_mae mean: 10.135547 2021-05-07 16:38:48.374: INFO @log_variables: train gender_accuracy mean: 0.867549 2021-05-07 16:38:48.374: INFO @log_variables: train gender_confidence/loss nanmean: 0.071016 2021-05-07 16:38:48.374: INFO @log_variables: train gender_confidence/accuracy mean: 0.768012 2021-05-07 16:38:48.375: INFO @log_variables: train age_confidence/loss mean: 0.050870 2021-05-07 16:38:48.375: INFO @log_variables: train age_confidence/accuracy mean: 0.716001 2021-05-07 16:38:48.375: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 16:38:48.377: INFO @metrics_hook: train age_mae: 10.136 +-0.152 (13824) 2021-05-07 16:38:48.378: INFO @metrics_hook: train gender_accuracy: 0.868 +-0.006 (13824) 2021-05-07 16:38:50.953: INFO @decay_lr : LR updated to `6.002466e-05` 2021-05-07 16:38:50.955: INFO @log_profile : T train: 31.733128 2021-05-07 16:38:50.955: INFO @log_profile : T read data: 0.403803 2021-05-07 16:38:50.955: INFO @log_profile : T hooks: 3.138013 2021-05-07 16:38:50.955: INFO @main_loop : Epoch 321 done 2021-05-07 16:38:50.955: INFO @main_loop : Training epoch 322 2021-05-07 16:39:23.499: INFO @log_variables: train loss nanmean: 2.964389 2021-05-07 16:39:23.500: INFO @log_variables: train age_loss mean: 3.603966 2021-05-07 16:39:23.501: INFO @log_variables: train gender_loss mean: 0.296627 2021-05-07 16:39:23.501: INFO @log_variables: train age_mae mean: 10.063366 2021-05-07 16:39:23.501: INFO @log_variables: train gender_accuracy mean: 0.871021 2021-05-07 16:39:23.501: INFO @log_variables: train gender_confidence/loss nanmean: 0.071439 2021-05-07 16:39:23.501: INFO @log_variables: train gender_confidence/accuracy mean: 0.766493 2021-05-07 16:39:23.501: INFO @log_variables: train age_confidence/loss mean: 0.050849 2021-05-07 16:39:23.502: INFO @log_variables: train age_confidence/accuracy mean: 0.716652 2021-05-07 16:39:23.502: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 16:39:23.505: INFO @metrics_hook: train age_mae: 10.063 +-0.151 (13824) 2021-05-07 16:39:23.508: INFO @metrics_hook: train gender_accuracy: 0.871 +-0.006 (13824) 2021-05-07 16:39:26.207: INFO @decay_lr : LR updated to `5.9724538e-05` 2021-05-07 16:39:26.208: INFO @log_profile : T train: 31.510706 2021-05-07 16:39:26.208: INFO @log_profile : T read data: 0.391567 2021-05-07 16:39:26.208: INFO @log_profile : T hooks: 3.279039 2021-05-07 16:39:26.208: INFO @main_loop : Epoch 322 done 2021-05-07 16:39:26.208: INFO @main_loop : Training epoch 323 2021-05-07 16:39:58.052: INFO @log_variables: train loss nanmean: 2.936564 2021-05-07 16:39:58.054: INFO @log_variables: train age_loss mean: 3.603433 2021-05-07 16:39:58.054: INFO @log_variables: train gender_loss mean: 0.299069 2021-05-07 16:39:58.054: INFO @log_variables: train age_mae mean: 10.057175 2021-05-07 16:39:58.054: INFO @log_variables: train gender_accuracy mean: 0.871659 2021-05-07 16:39:58.054: INFO @log_variables: train gender_confidence/loss nanmean: 0.071817 2021-05-07 16:39:58.054: INFO @log_variables: train gender_confidence/accuracy mean: 0.762005 2021-05-07 16:39:58.054: INFO @log_variables: train age_confidence/loss mean: 0.050964 2021-05-07 16:39:58.054: INFO @log_variables: train age_confidence/accuracy mean: 0.713479 2021-05-07 16:39:58.055: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 16:39:58.057: INFO @metrics_hook: train age_mae: 10.057 +-0.152 (13807) 2021-05-07 16:39:58.059: INFO @metrics_hook: train gender_accuracy: 0.872 +-0.006 (13807) 2021-05-07 16:40:00.694: INFO @decay_lr : LR updated to `5.9425915e-05` 2021-05-07 16:40:00.699: INFO @log_profile : T train: 30.711943 2021-05-07 16:40:00.701: INFO @log_profile : T read data: 0.515949 2021-05-07 16:40:00.701: INFO @log_profile : T hooks: 3.201562 2021-05-07 16:40:00.701: INFO @main_loop : Epoch 323 done 2021-05-07 16:40:00.701: INFO @main_loop : Training epoch 324 2021-05-07 16:40:33.218: INFO @log_variables: train loss nanmean: 2.972663 2021-05-07 16:40:33.219: INFO @log_variables: train age_loss mean: 3.612619 2021-05-07 16:40:33.219: INFO @log_variables: train gender_loss mean: 0.295366 2021-05-07 16:40:33.219: INFO @log_variables: train age_mae mean: 10.106877 2021-05-07 16:40:33.219: INFO @log_variables: train gender_accuracy mean: 0.872324 2021-05-07 16:40:33.219: INFO @log_variables: train gender_confidence/loss nanmean: 0.071712 2021-05-07 16:40:33.219: INFO @log_variables: train gender_confidence/accuracy mean: 0.768591 2021-05-07 16:40:33.219: INFO @log_variables: train age_confidence/loss mean: 0.050897 2021-05-07 16:40:33.219: INFO @log_variables: train age_confidence/accuracy mean: 0.712674 2021-05-07 16:40:33.219: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 16:40:33.221: INFO @metrics_hook: train age_mae: 10.107 +-0.152 (13824) 2021-05-07 16:40:33.224: INFO @metrics_hook: train gender_accuracy: 0.872 +-0.006 (13824) 2021-05-07 16:40:35.878: INFO @decay_lr : LR updated to `5.9128786e-05` 2021-05-07 16:40:35.879: INFO @log_profile : T train: 31.492818 2021-05-07 16:40:35.879: INFO @log_profile : T read data: 0.406747 2021-05-07 16:40:35.879: INFO @log_profile : T hooks: 3.212972 2021-05-07 16:40:35.879: INFO @main_loop : Epoch 324 done 2021-05-07 16:40:35.879: INFO @main_loop : Training epoch 325 2021-05-07 16:41:08.700: INFO @log_variables: train loss nanmean: 2.963625 2021-05-07 16:41:08.700: INFO @log_variables: train age_loss mean: 3.596511 2021-05-07 16:41:08.700: INFO @log_variables: train gender_loss mean: 0.300680 2021-05-07 16:41:08.700: INFO @log_variables: train age_mae mean: 10.051298 2021-05-07 16:41:08.701: INFO @log_variables: train gender_accuracy mean: 0.869131 2021-05-07 16:41:08.701: INFO @log_variables: train gender_confidence/loss nanmean: 0.071981 2021-05-07 16:41:08.701: INFO @log_variables: train gender_confidence/accuracy mean: 0.763004 2021-05-07 16:41:08.701: INFO @log_variables: train age_confidence/loss mean: 0.051102 2021-05-07 16:41:08.701: INFO @log_variables: train age_confidence/accuracy mean: 0.712219 2021-05-07 16:41:08.701: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 16:41:08.702: INFO @metrics_hook: train age_mae: 10.051 +-0.151 (13823) 2021-05-07 16:41:08.704: INFO @metrics_hook: train gender_accuracy: 0.869 +-0.006 (13823) 2021-05-07 16:41:11.362: INFO @decay_lr : LR updated to `5.8833142e-05` 2021-05-07 16:41:11.363: INFO @log_profile : T train: 31.838180 2021-05-07 16:41:11.363: INFO @log_profile : T read data: 0.367920 2021-05-07 16:41:11.364: INFO @log_profile : T hooks: 3.216811 2021-05-07 16:41:11.364: INFO @main_loop : Epoch 325 done 2021-05-07 16:41:11.364: INFO @main_loop : Training epoch 326 2021-05-07 16:41:43.098: INFO @log_variables: train loss nanmean: 2.951392 2021-05-07 16:41:43.098: INFO @log_variables: train age_loss mean: 3.602871 2021-05-07 16:41:43.098: INFO @log_variables: train gender_loss mean: 0.303555 2021-05-07 16:41:43.098: INFO @log_variables: train age_mae mean: 10.127296 2021-05-07 16:41:43.098: INFO @log_variables: train gender_accuracy mean: 0.869994 2021-05-07 16:41:43.099: INFO @log_variables: train gender_confidence/loss nanmean: 0.071943 2021-05-07 16:41:43.099: INFO @log_variables: train gender_confidence/accuracy mean: 0.760556 2021-05-07 16:41:43.099: INFO @log_variables: train age_confidence/loss mean: 0.051113 2021-05-07 16:41:43.099: INFO @log_variables: train age_confidence/accuracy mean: 0.713406 2021-05-07 16:41:43.099: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 16:41:43.101: INFO @metrics_hook: train age_mae: 10.127 +-0.154 (13807) 2021-05-07 16:41:43.102: INFO @metrics_hook: train gender_accuracy: 0.870 +-0.006 (13807) 2021-05-07 16:41:45.762: INFO @decay_lr : LR updated to `5.8538975e-05` 2021-05-07 16:41:45.764: INFO @log_profile : T train: 30.561756 2021-05-07 16:41:45.764: INFO @log_profile : T read data: 0.552977 2021-05-07 16:41:45.764: INFO @log_profile : T hooks: 3.221293 2021-05-07 16:41:45.764: INFO @main_loop : Epoch 326 done 2021-05-07 16:41:45.764: INFO @main_loop : Training epoch 327 2021-05-07 16:42:18.381: INFO @log_variables: train loss nanmean: 2.943704 2021-05-07 16:42:18.382: INFO @log_variables: train age_loss mean: 3.598948 2021-05-07 16:42:18.382: INFO @log_variables: train gender_loss mean: 0.285510 2021-05-07 16:42:18.382: INFO @log_variables: train age_mae mean: 10.034623 2021-05-07 16:42:18.382: INFO @log_variables: train gender_accuracy mean: 0.873770 2021-05-07 16:42:18.382: INFO @log_variables: train gender_confidence/loss nanmean: 0.070167 2021-05-07 16:42:18.382: INFO @log_variables: train gender_confidence/accuracy mean: 0.775825 2021-05-07 16:42:18.382: INFO @log_variables: train age_confidence/loss mean: 0.051320 2021-05-07 16:42:18.382: INFO @log_variables: train age_confidence/accuracy mean: 0.708840 2021-05-07 16:42:18.382: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 16:42:18.384: INFO @metrics_hook: train age_mae: 10.035 +-0.152 (13824) 2021-05-07 16:42:18.388: INFO @metrics_hook: train gender_accuracy: 0.874 +-0.006 (13824) 2021-05-07 16:42:21.045: INFO @decay_lr : LR updated to `5.824628e-05` 2021-05-07 16:42:21.047: INFO @log_profile : T train: 31.609671 2021-05-07 16:42:21.047: INFO @log_profile : T read data: 0.386096 2021-05-07 16:42:21.048: INFO @log_profile : T hooks: 3.225215 2021-05-07 16:42:21.048: INFO @main_loop : Epoch 327 done 2021-05-07 16:42:21.048: INFO @main_loop : Training epoch 328 2021-05-07 16:42:53.794: INFO @log_variables: train loss nanmean: 2.958374 2021-05-07 16:42:53.794: INFO @log_variables: train age_loss mean: 3.608913 2021-05-07 16:42:53.795: INFO @log_variables: train gender_loss mean: 0.299310 2021-05-07 16:42:53.795: INFO @log_variables: train age_mae mean: 10.062656 2021-05-07 16:42:53.795: INFO @log_variables: train gender_accuracy mean: 0.873915 2021-05-07 16:42:53.795: INFO @log_variables: train gender_confidence/loss nanmean: 0.073332 2021-05-07 16:42:53.795: INFO @log_variables: train gender_confidence/accuracy mean: 0.766638 2021-05-07 16:42:53.795: INFO @log_variables: train age_confidence/loss mean: 0.051405 2021-05-07 16:42:53.795: INFO @log_variables: train age_confidence/accuracy mean: 0.711299 2021-05-07 16:42:53.795: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 16:42:53.796: INFO @metrics_hook: train age_mae: 10.063 +-0.152 (13824) 2021-05-07 16:42:53.798: INFO @metrics_hook: train gender_accuracy: 0.874 +-0.006 (13824) 2021-05-07 16:42:56.460: INFO @decay_lr : LR updated to `5.795505e-05` 2021-05-07 16:42:56.462: INFO @log_profile : T train: 31.740751 2021-05-07 16:42:56.462: INFO @log_profile : T read data: 0.396492 2021-05-07 16:42:56.462: INFO @log_profile : T hooks: 3.212007 2021-05-07 16:42:56.462: INFO @main_loop : Epoch 328 done 2021-05-07 16:42:56.462: INFO @main_loop : Training epoch 329 2021-05-07 16:43:28.866: INFO @log_variables: train loss nanmean: 2.906325 2021-05-07 16:43:28.866: INFO @log_variables: train age_loss mean: 3.603186 2021-05-07 16:43:28.866: INFO @log_variables: train gender_loss mean: 0.286149 2021-05-07 16:43:28.866: INFO @log_variables: train age_mae mean: 10.094932 2021-05-07 16:43:28.866: INFO @log_variables: train gender_accuracy mean: 0.877315 2021-05-07 16:43:28.866: INFO @log_variables: train gender_confidence/loss nanmean: 0.070012 2021-05-07 16:43:28.866: INFO @log_variables: train gender_confidence/accuracy mean: 0.775535 2021-05-07 16:43:28.866: INFO @log_variables: train age_confidence/loss mean: 0.051532 2021-05-07 16:43:28.866: INFO @log_variables: train age_confidence/accuracy mean: 0.705584 2021-05-07 16:43:28.866: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 16:43:28.868: INFO @metrics_hook: train age_mae: 10.095 +-0.153 (13824) 2021-05-07 16:43:28.870: INFO @metrics_hook: train gender_accuracy: 0.877 +-0.006 (13824) 2021-05-07 16:43:31.484: INFO @decay_lr : LR updated to `5.7665275e-05` 2021-05-07 16:43:31.486: INFO @log_profile : T train: 31.353157 2021-05-07 16:43:31.486: INFO @log_profile : T read data: 0.390988 2021-05-07 16:43:31.486: INFO @log_profile : T hooks: 3.215329 2021-05-07 16:43:31.486: INFO @main_loop : Epoch 329 done 2021-05-07 16:43:31.487: INFO @main_loop : Training epoch 330 2021-05-07 16:44:04.759: INFO @log_variables: train loss nanmean: 2.935288 2021-05-07 16:44:04.759: INFO @log_variables: train age_loss mean: 3.600456 2021-05-07 16:44:04.759: INFO @log_variables: train gender_loss mean: 0.298883 2021-05-07 16:44:04.759: INFO @log_variables: train age_mae mean: 10.071490 2021-05-07 16:44:04.759: INFO @log_variables: train gender_accuracy mean: 0.869487 2021-05-07 16:44:04.759: INFO @log_variables: train gender_confidence/loss nanmean: 0.071412 2021-05-07 16:44:04.759: INFO @log_variables: train gender_confidence/accuracy mean: 0.768378 2021-05-07 16:44:04.760: INFO @log_variables: train age_confidence/loss mean: 0.051244 2021-05-07 16:44:04.760: INFO @log_variables: train age_confidence/accuracy mean: 0.712030 2021-05-07 16:44:04.760: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 16:44:04.761: INFO @metrics_hook: train age_mae: 10.071 +-0.152 (13807) 2021-05-07 16:44:04.763: INFO @metrics_hook: train gender_accuracy: 0.869 +-0.006 (13807) 2021-05-07 16:44:07.467: INFO @decay_lr : LR updated to `5.7376947e-05` 2021-05-07 16:44:07.469: INFO @log_profile : T train: 32.098607 2021-05-07 16:44:07.470: INFO @log_profile : T read data: 0.535105 2021-05-07 16:44:07.470: INFO @log_profile : T hooks: 3.286918 2021-05-07 16:44:07.470: INFO @main_loop : Epoch 330 done 2021-05-07 16:44:07.470: INFO @main_loop : Training epoch 331 2021-05-07 16:44:40.814: INFO @log_variables: train loss nanmean: 2.946658 2021-05-07 16:44:40.814: INFO @log_variables: train age_loss mean: 3.583186 2021-05-07 16:44:40.814: INFO @log_variables: train gender_loss mean: 0.302601 2021-05-07 16:44:40.814: INFO @log_variables: train age_mae mean: 9.981122 2021-05-07 16:44:40.814: INFO @log_variables: train gender_accuracy mean: 0.870804 2021-05-07 16:44:40.815: INFO @log_variables: train gender_confidence/loss nanmean: 0.071514 2021-05-07 16:44:40.815: INFO @log_variables: train gender_confidence/accuracy mean: 0.761212 2021-05-07 16:44:40.815: INFO @log_variables: train age_confidence/loss mean: 0.051448 2021-05-07 16:44:40.815: INFO @log_variables: train age_confidence/accuracy mean: 0.711010 2021-05-07 16:44:40.815: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 16:44:40.818: INFO @metrics_hook: train age_mae: 9.981 +-0.152 (13824) 2021-05-07 16:44:40.820: INFO @metrics_hook: train gender_accuracy: 0.871 +-0.006 (13824) 2021-05-07 16:44:43.388: INFO @decay_lr : LR updated to `5.7090063e-05` 2021-05-07 16:44:43.389: INFO @log_profile : T train: 32.316989 2021-05-07 16:44:43.390: INFO @log_profile : T read data: 0.380939 2021-05-07 16:44:43.390: INFO @log_profile : T hooks: 3.155970 2021-05-07 16:44:43.390: INFO @main_loop : Epoch 331 done 2021-05-07 16:44:43.390: INFO @main_loop : Training epoch 332 2021-05-07 16:45:16.276: INFO @log_variables: train loss nanmean: 2.937224 2021-05-07 16:45:16.276: INFO @log_variables: train age_loss mean: 3.601428 2021-05-07 16:45:16.276: INFO @log_variables: train gender_loss mean: 0.298420 2021-05-07 16:45:16.276: INFO @log_variables: train age_mae mean: 10.105458 2021-05-07 16:45:16.276: INFO @log_variables: train gender_accuracy mean: 0.866536 2021-05-07 16:45:16.276: INFO @log_variables: train gender_confidence/loss nanmean: 0.070244 2021-05-07 16:45:16.276: INFO @log_variables: train gender_confidence/accuracy mean: 0.765697 2021-05-07 16:45:16.276: INFO @log_variables: train age_confidence/loss mean: 0.051487 2021-05-07 16:45:16.276: INFO @log_variables: train age_confidence/accuracy mean: 0.708478 2021-05-07 16:45:16.276: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 16:45:16.278: INFO @metrics_hook: train age_mae: 10.105 +-0.153 (13824) 2021-05-07 16:45:16.279: INFO @metrics_hook: train gender_accuracy: 0.867 +-0.006 (13824) 2021-05-07 16:45:18.917: INFO @decay_lr : LR updated to `5.6804613e-05` 2021-05-07 16:45:18.919: INFO @log_profile : T train: 31.883797 2021-05-07 16:45:18.919: INFO @log_profile : T read data: 0.386053 2021-05-07 16:45:18.919: INFO @log_profile : T hooks: 3.195850 2021-05-07 16:45:18.919: INFO @main_loop : Epoch 332 done 2021-05-07 16:45:18.919: INFO @main_loop : Training epoch 333 2021-05-07 16:45:51.895: INFO @log_variables: train loss nanmean: 2.940389 2021-05-07 16:45:51.896: INFO @log_variables: train age_loss mean: 3.599479 2021-05-07 16:45:51.896: INFO @log_variables: train gender_loss mean: 0.294579 2021-05-07 16:45:51.896: INFO @log_variables: train age_mae mean: 10.034657 2021-05-07 16:45:51.896: INFO @log_variables: train gender_accuracy mean: 0.873832 2021-05-07 16:45:51.896: INFO @log_variables: train gender_confidence/loss nanmean: 0.071444 2021-05-07 16:45:51.896: INFO @log_variables: train gender_confidence/accuracy mean: 0.770117 2021-05-07 16:45:51.896: INFO @log_variables: train age_confidence/loss mean: 0.051609 2021-05-07 16:45:51.896: INFO @log_variables: train age_confidence/accuracy mean: 0.708699 2021-05-07 16:45:51.896: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 16:45:51.898: INFO @metrics_hook: train age_mae: 10.035 +-0.151 (13807) 2021-05-07 16:45:51.900: INFO @metrics_hook: train gender_accuracy: 0.874 +-0.006 (13807) 2021-05-07 16:45:54.460: INFO @decay_lr : LR updated to `5.652059e-05` 2021-05-07 16:45:54.461: INFO @log_profile : T train: 31.822544 2021-05-07 16:45:54.461: INFO @log_profile : T read data: 0.516963 2021-05-07 16:45:54.461: INFO @log_profile : T hooks: 3.138534 2021-05-07 16:45:54.461: INFO @main_loop : Epoch 333 done 2021-05-07 16:45:54.461: INFO @main_loop : Training epoch 334 2021-05-07 16:46:27.490: INFO @log_variables: train loss nanmean: 2.944788 2021-05-07 16:46:27.491: INFO @log_variables: train age_loss mean: 3.595582 2021-05-07 16:46:27.491: INFO @log_variables: train gender_loss mean: 0.295067 2021-05-07 16:46:27.491: INFO @log_variables: train age_mae mean: 10.015308 2021-05-07 16:46:27.491: INFO @log_variables: train gender_accuracy mean: 0.874855 2021-05-07 16:46:27.491: INFO @log_variables: train gender_confidence/loss nanmean: 0.072073 2021-05-07 16:46:27.491: INFO @log_variables: train gender_confidence/accuracy mean: 0.774884 2021-05-07 16:46:27.491: INFO @log_variables: train age_confidence/loss mean: 0.051570 2021-05-07 16:46:27.491: INFO @log_variables: train age_confidence/accuracy mean: 0.706163 2021-05-07 16:46:27.492: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 16:46:27.494: INFO @metrics_hook: train age_mae: 10.015 +-0.151 (13824) 2021-05-07 16:46:27.496: INFO @metrics_hook: train gender_accuracy: 0.875 +-0.006 (13824) 2021-05-07 16:46:30.046: INFO @decay_lr : LR updated to `5.6237986e-05` 2021-05-07 16:46:30.047: INFO @log_profile : T train: 32.004542 2021-05-07 16:46:30.047: INFO @log_profile : T read data: 0.389716 2021-05-07 16:46:30.047: INFO @log_profile : T hooks: 3.128924 2021-05-07 16:46:30.047: INFO @main_loop : Epoch 334 done 2021-05-07 16:46:30.047: INFO @main_loop : Training epoch 335 2021-05-07 16:47:02.984: INFO @log_variables: train loss nanmean: 2.941698 2021-05-07 16:47:02.986: INFO @log_variables: train age_loss mean: 3.597032 2021-05-07 16:47:02.987: INFO @log_variables: train gender_loss mean: 0.299158 2021-05-07 16:47:02.987: INFO @log_variables: train age_mae mean: 10.070697 2021-05-07 16:47:02.987: INFO @log_variables: train gender_accuracy mean: 0.871383 2021-05-07 16:47:02.987: INFO @log_variables: train gender_confidence/loss nanmean: 0.071846 2021-05-07 16:47:02.988: INFO @log_variables: train gender_confidence/accuracy mean: 0.765480 2021-05-07 16:47:02.988: INFO @log_variables: train age_confidence/loss mean: 0.050273 2021-05-07 16:47:02.988: INFO @log_variables: train age_confidence/accuracy mean: 0.717231 2021-05-07 16:47:02.988: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 16:47:02.991: INFO @metrics_hook: train age_mae: 10.071 +-0.150 (13824) 2021-05-07 16:47:02.993: INFO @metrics_hook: train gender_accuracy: 0.871 +-0.006 (13824) 2021-05-07 16:47:05.586: INFO @decay_lr : LR updated to `5.5956796e-05` 2021-05-07 16:47:05.589: INFO @log_profile : T train: 31.932374 2021-05-07 16:47:05.590: INFO @log_profile : T read data: 0.363829 2021-05-07 16:47:05.590: INFO @log_profile : T hooks: 3.182275 2021-05-07 16:47:05.590: INFO @main_loop : Epoch 335 done 2021-05-07 16:47:05.590: INFO @main_loop : Training epoch 336 2021-05-07 16:47:38.676: INFO @log_variables: train loss nanmean: 2.959485 2021-05-07 16:47:38.676: INFO @log_variables: train age_loss mean: 3.594854 2021-05-07 16:47:38.676: INFO @log_variables: train gender_loss mean: 0.294296 2021-05-07 16:47:38.677: INFO @log_variables: train age_mae mean: 10.034681 2021-05-07 16:47:38.677: INFO @log_variables: train gender_accuracy mean: 0.872384 2021-05-07 16:47:38.677: INFO @log_variables: train gender_confidence/loss nanmean: 0.071040 2021-05-07 16:47:38.677: INFO @log_variables: train gender_confidence/accuracy mean: 0.762222 2021-05-07 16:47:38.677: INFO @log_variables: train age_confidence/loss mean: 0.051722 2021-05-07 16:47:38.677: INFO @log_variables: train age_confidence/accuracy mean: 0.712103 2021-05-07 16:47:38.677: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 16:47:38.681: INFO @metrics_hook: train age_mae: 10.035 +-0.153 (13807) 2021-05-07 16:47:38.684: INFO @metrics_hook: train gender_accuracy: 0.872 +-0.006 (13807) 2021-05-07 16:47:41.252: INFO @decay_lr : LR updated to `5.5677014e-05` 2021-05-07 16:47:41.254: INFO @log_profile : T train: 31.908443 2021-05-07 16:47:41.254: INFO @log_profile : T read data: 0.541922 2021-05-07 16:47:41.254: INFO @log_profile : T hooks: 3.148705 2021-05-07 16:47:41.254: INFO @main_loop : Epoch 336 done 2021-05-07 16:47:41.254: INFO @main_loop : Training epoch 337 2021-05-07 16:48:13.123: INFO @log_variables: train loss nanmean: 2.945903 2021-05-07 16:48:13.123: INFO @log_variables: train age_loss mean: 3.600295 2021-05-07 16:48:13.123: INFO @log_variables: train gender_loss mean: 0.289478 2021-05-07 16:48:13.123: INFO @log_variables: train age_mae mean: 10.067662 2021-05-07 16:48:13.124: INFO @log_variables: train gender_accuracy mean: 0.879702 2021-05-07 16:48:13.124: INFO @log_variables: train gender_confidence/loss nanmean: 0.072212 2021-05-07 16:48:13.124: INFO @log_variables: train gender_confidence/accuracy mean: 0.773510 2021-05-07 16:48:13.124: INFO @log_variables: train age_confidence/loss mean: 0.051480 2021-05-07 16:48:13.124: INFO @log_variables: train age_confidence/accuracy mean: 0.702185 2021-05-07 16:48:13.124: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 16:48:13.127: INFO @metrics_hook: train age_mae: 10.068 +-0.152 (13824) 2021-05-07 16:48:13.130: INFO @metrics_hook: train gender_accuracy: 0.880 +-0.006 (13824) 2021-05-07 16:48:15.679: INFO @decay_lr : LR updated to `5.539863e-05` 2021-05-07 16:48:15.680: INFO @log_profile : T train: 30.855368 2021-05-07 16:48:15.680: INFO @log_profile : T read data: 0.393776 2021-05-07 16:48:15.680: INFO @log_profile : T hooks: 3.114640 2021-05-07 16:48:15.680: INFO @main_loop : Epoch 337 done 2021-05-07 16:48:15.680: INFO @main_loop : Training epoch 338 2021-05-07 16:48:48.820: INFO @log_variables: train loss nanmean: 2.977518 2021-05-07 16:48:48.820: INFO @log_variables: train age_loss mean: 3.608241 2021-05-07 16:48:48.820: INFO @log_variables: train gender_loss mean: 0.307436 2021-05-07 16:48:48.820: INFO @log_variables: train age_mae mean: 10.141059 2021-05-07 16:48:48.820: INFO @log_variables: train gender_accuracy mean: 0.869213 2021-05-07 16:48:48.820: INFO @log_variables: train gender_confidence/loss nanmean: 0.072635 2021-05-07 16:48:48.820: INFO @log_variables: train gender_confidence/accuracy mean: 0.760272 2021-05-07 16:48:48.820: INFO @log_variables: train age_confidence/loss mean: 0.051561 2021-05-07 16:48:48.821: INFO @log_variables: train age_confidence/accuracy mean: 0.704572 2021-05-07 16:48:48.821: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 16:48:48.822: INFO @metrics_hook: train age_mae: 10.141 +-0.152 (13824) 2021-05-07 16:48:48.823: INFO @metrics_hook: train gender_accuracy: 0.869 +-0.006 (13824) 2021-05-07 16:48:51.376: INFO @decay_lr : LR updated to `5.5121636e-05` 2021-05-07 16:48:51.377: INFO @log_profile : T train: 32.118729 2021-05-07 16:48:51.377: INFO @log_profile : T read data: 0.391764 2021-05-07 16:48:51.378: INFO @log_profile : T hooks: 3.122868 2021-05-07 16:48:51.378: INFO @main_loop : Epoch 338 done 2021-05-07 16:48:51.378: INFO @main_loop : Training epoch 339 2021-05-07 16:49:23.330: INFO @log_variables: train loss nanmean: 2.944758 2021-05-07 16:49:23.330: INFO @log_variables: train age_loss mean: 3.607461 2021-05-07 16:49:23.330: INFO @log_variables: train gender_loss mean: 0.299535 2021-05-07 16:49:23.331: INFO @log_variables: train age_mae mean: 10.071571 2021-05-07 16:49:23.331: INFO @log_variables: train gender_accuracy mean: 0.870443 2021-05-07 16:49:23.331: INFO @log_variables: train gender_confidence/loss nanmean: 0.070678 2021-05-07 16:49:23.331: INFO @log_variables: train gender_confidence/accuracy mean: 0.764974 2021-05-07 16:49:23.331: INFO @log_variables: train age_confidence/loss mean: 0.051238 2021-05-07 16:49:23.331: INFO @log_variables: train age_confidence/accuracy mean: 0.710214 2021-05-07 16:49:23.331: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 16:49:23.333: INFO @metrics_hook: train age_mae: 10.072 +-0.152 (13824) 2021-05-07 16:49:23.336: INFO @metrics_hook: train gender_accuracy: 0.870 +-0.006 (13824) 2021-05-07 16:49:25.964: INFO @decay_lr : LR updated to `5.4846027e-05` 2021-05-07 16:49:25.966: INFO @log_profile : T train: 30.962336 2021-05-07 16:49:25.966: INFO @log_profile : T read data: 0.379811 2021-05-07 16:49:25.966: INFO @log_profile : T hooks: 3.183974 2021-05-07 16:49:25.966: INFO @main_loop : Epoch 339 done 2021-05-07 16:49:25.966: INFO @main_loop : Training epoch 340 2021-05-07 16:49:59.519: INFO @log_variables: train loss nanmean: 2.919585 2021-05-07 16:49:59.520: INFO @log_variables: train age_loss mean: 3.590775 2021-05-07 16:49:59.520: INFO @log_variables: train gender_loss mean: 0.297008 2021-05-07 16:49:59.520: INFO @log_variables: train age_mae mean: 10.080688 2021-05-07 16:49:59.520: INFO @log_variables: train gender_accuracy mean: 0.872519 2021-05-07 16:49:59.520: INFO @log_variables: train gender_confidence/loss nanmean: 0.071404 2021-05-07 16:49:59.520: INFO @log_variables: train gender_confidence/accuracy mean: 0.771042 2021-05-07 16:49:59.520: INFO @log_variables: train age_confidence/loss mean: 0.050403 2021-05-07 16:49:59.520: INFO @log_variables: train age_confidence/accuracy mean: 0.716355 2021-05-07 16:49:59.520: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 16:49:59.523: INFO @metrics_hook: train age_mae: 10.081 +-0.151 (13806) 2021-05-07 16:49:59.525: INFO @metrics_hook: train gender_accuracy: 0.873 +-0.006 (13806) 2021-05-07 16:50:02.318: INFO @decay_lr : LR updated to `5.4571796e-05` 2021-05-07 16:50:02.320: INFO @log_profile : T train: 32.379109 2021-05-07 16:50:02.320: INFO @log_profile : T read data: 0.520879 2021-05-07 16:50:02.320: INFO @log_profile : T hooks: 3.387232 2021-05-07 16:50:02.321: INFO @main_loop : Epoch 340 done 2021-05-07 16:50:02.321: INFO @main_loop : Training epoch 341 2021-05-07 16:50:35.670: INFO @log_variables: train loss nanmean: 2.925239 2021-05-07 16:50:35.671: INFO @log_variables: train age_loss mean: 3.595708 2021-05-07 16:50:35.671: INFO @log_variables: train gender_loss mean: 0.297287 2021-05-07 16:50:35.671: INFO @log_variables: train age_mae mean: 10.106474 2021-05-07 16:50:35.671: INFO @log_variables: train gender_accuracy mean: 0.873915 2021-05-07 16:50:35.671: INFO @log_variables: train gender_confidence/loss nanmean: 0.071561 2021-05-07 16:50:35.671: INFO @log_variables: train gender_confidence/accuracy mean: 0.769387 2021-05-07 16:50:35.671: INFO @log_variables: train age_confidence/loss mean: 0.051609 2021-05-07 16:50:35.671: INFO @log_variables: train age_confidence/accuracy mean: 0.704933 2021-05-07 16:50:35.671: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 16:50:35.674: INFO @metrics_hook: train age_mae: 10.106 +-0.153 (13824) 2021-05-07 16:50:35.676: INFO @metrics_hook: train gender_accuracy: 0.874 +-0.006 (13824) 2021-05-07 16:50:38.412: INFO @decay_lr : LR updated to `5.4298936e-05` 2021-05-07 16:50:38.414: INFO @log_profile : T train: 32.332748 2021-05-07 16:50:38.414: INFO @log_profile : T read data: 0.381633 2021-05-07 16:50:38.414: INFO @log_profile : T hooks: 3.317719 2021-05-07 16:50:38.415: INFO @main_loop : Epoch 341 done 2021-05-07 16:50:38.415: INFO @main_loop : Training epoch 342 2021-05-07 16:51:10.180: INFO @log_variables: train loss nanmean: 2.921409 2021-05-07 16:51:10.180: INFO @log_variables: train age_loss mean: 3.591047 2021-05-07 16:51:10.180: INFO @log_variables: train gender_loss mean: 0.287739 2021-05-07 16:51:10.180: INFO @log_variables: train age_mae mean: 9.901281 2021-05-07 16:51:10.180: INFO @log_variables: train gender_accuracy mean: 0.875136 2021-05-07 16:51:10.180: INFO @log_variables: train gender_confidence/loss nanmean: 0.070852 2021-05-07 16:51:10.180: INFO @log_variables: train gender_confidence/accuracy mean: 0.767344 2021-05-07 16:51:10.180: INFO @log_variables: train age_confidence/loss mean: 0.051589 2021-05-07 16:51:10.180: INFO @log_variables: train age_confidence/accuracy mean: 0.711712 2021-05-07 16:51:10.181: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 16:51:10.183: INFO @metrics_hook: train age_mae: 9.901 +-0.151 (13823) 2021-05-07 16:51:10.185: INFO @metrics_hook: train gender_accuracy: 0.875 +-0.006 (13823) 2021-05-07 16:51:12.901: INFO @decay_lr : LR updated to `5.402744e-05` 2021-05-07 16:51:12.903: INFO @log_profile : T train: 30.748295 2021-05-07 16:51:12.903: INFO @log_profile : T read data: 0.388482 2021-05-07 16:51:12.903: INFO @log_profile : T hooks: 3.289386 2021-05-07 16:51:12.903: INFO @main_loop : Epoch 342 done 2021-05-07 16:51:12.903: INFO @main_loop : Training epoch 343 2021-05-07 16:51:46.103: INFO @log_variables: train loss nanmean: 2.929243 2021-05-07 16:51:46.105: INFO @log_variables: train age_loss mean: 3.592374 2021-05-07 16:51:46.105: INFO @log_variables: train gender_loss mean: 0.296911 2021-05-07 16:51:46.105: INFO @log_variables: train age_mae mean: 9.988419 2021-05-07 16:51:46.105: INFO @log_variables: train gender_accuracy mean: 0.869269 2021-05-07 16:51:46.105: INFO @log_variables: train gender_confidence/loss nanmean: 0.070171 2021-05-07 16:51:46.105: INFO @log_variables: train gender_confidence/accuracy mean: 0.768596 2021-05-07 16:51:46.105: INFO @log_variables: train age_confidence/loss mean: 0.051489 2021-05-07 16:51:46.105: INFO @log_variables: train age_confidence/accuracy mean: 0.706091 2021-05-07 16:51:46.106: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 16:51:46.108: INFO @metrics_hook: train age_mae: 9.988 +-0.151 (13807) 2021-05-07 16:51:46.111: INFO @metrics_hook: train gender_accuracy: 0.869 +-0.006 (13807) 2021-05-07 16:51:48.793: INFO @decay_lr : LR updated to `5.3757303e-05` 2021-05-07 16:51:48.795: INFO @log_profile : T train: 32.042883 2021-05-07 16:51:48.795: INFO @log_profile : T read data: 0.515550 2021-05-07 16:51:48.795: INFO @log_profile : T hooks: 3.267194 2021-05-07 16:51:48.795: INFO @main_loop : Epoch 343 done 2021-05-07 16:51:48.795: INFO @main_loop : Training epoch 344 2021-05-07 16:52:22.588: INFO @log_variables: train loss nanmean: 2.922312 2021-05-07 16:52:22.590: INFO @log_variables: train age_loss mean: 3.596961 2021-05-07 16:52:22.590: INFO @log_variables: train gender_loss mean: 0.292718 2021-05-07 16:52:22.590: INFO @log_variables: train age_mae mean: 10.017341 2021-05-07 16:52:22.590: INFO @log_variables: train gender_accuracy mean: 0.873770 2021-05-07 16:52:22.590: INFO @log_variables: train gender_confidence/loss nanmean: 0.072041 2021-05-07 16:52:22.591: INFO @log_variables: train gender_confidence/accuracy mean: 0.768663 2021-05-07 16:52:22.591: INFO @log_variables: train age_confidence/loss mean: 0.051313 2021-05-07 16:52:22.591: INFO @log_variables: train age_confidence/accuracy mean: 0.711806 2021-05-07 16:52:22.591: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 16:52:22.593: INFO @metrics_hook: train age_mae: 10.017 +-0.152 (13824) 2021-05-07 16:52:22.595: INFO @metrics_hook: train gender_accuracy: 0.874 +-0.006 (13824) 2021-05-07 16:52:25.332: INFO @decay_lr : LR updated to `5.348852e-05` 2021-05-07 16:52:25.334: INFO @log_profile : T train: 32.763776 2021-05-07 16:52:25.334: INFO @log_profile : T read data: 0.393560 2021-05-07 16:52:25.334: INFO @log_profile : T hooks: 3.316133 2021-05-07 16:52:25.334: INFO @main_loop : Epoch 344 done 2021-05-07 16:52:25.334: INFO @main_loop : Training epoch 345 2021-05-07 16:52:57.442: INFO @log_variables: train loss nanmean: 2.933846 2021-05-07 16:52:57.442: INFO @log_variables: train age_loss mean: 3.595487 2021-05-07 16:52:57.442: INFO @log_variables: train gender_loss mean: 0.284418 2021-05-07 16:52:57.442: INFO @log_variables: train age_mae mean: 10.042842 2021-05-07 16:52:57.442: INFO @log_variables: train gender_accuracy mean: 0.876085 2021-05-07 16:52:57.442: INFO @log_variables: train gender_confidence/loss nanmean: 0.070593 2021-05-07 16:52:57.442: INFO @log_variables: train gender_confidence/accuracy mean: 0.768446 2021-05-07 16:52:57.442: INFO @log_variables: train age_confidence/loss mean: 0.051346 2021-05-07 16:52:57.442: INFO @log_variables: train age_confidence/accuracy mean: 0.708333 2021-05-07 16:52:57.442: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 16:52:57.445: INFO @metrics_hook: train age_mae: 10.043 +-0.153 (13824) 2021-05-07 16:52:57.447: INFO @metrics_hook: train gender_accuracy: 0.876 +-0.006 (13824) 2021-05-07 16:53:00.129: INFO @decay_lr : LR updated to `5.3221076e-05` 2021-05-07 16:53:00.131: INFO @log_profile : T train: 31.091120 2021-05-07 16:53:00.131: INFO @log_profile : T read data: 0.395026 2021-05-07 16:53:00.131: INFO @log_profile : T hooks: 3.247193 2021-05-07 16:53:00.131: INFO @main_loop : Epoch 345 done 2021-05-07 16:53:00.131: INFO @main_loop : Training epoch 346 2021-05-07 16:53:33.113: INFO @log_variables: train loss nanmean: 2.903906 2021-05-07 16:53:33.113: INFO @log_variables: train age_loss mean: 3.595941 2021-05-07 16:53:33.113: INFO @log_variables: train gender_loss mean: 0.293221 2021-05-07 16:53:33.113: INFO @log_variables: train age_mae mean: 9.900780 2021-05-07 16:53:33.113: INFO @log_variables: train gender_accuracy mean: 0.872324 2021-05-07 16:53:33.113: INFO @log_variables: train gender_confidence/loss nanmean: 0.071348 2021-05-07 16:53:33.113: INFO @log_variables: train gender_confidence/accuracy mean: 0.768808 2021-05-07 16:53:33.113: INFO @log_variables: train age_confidence/loss mean: 0.051348 2021-05-07 16:53:33.113: INFO @log_variables: train age_confidence/accuracy mean: 0.710286 2021-05-07 16:53:33.114: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 16:53:33.115: INFO @metrics_hook: train age_mae: 9.901 +-0.149 (13824) 2021-05-07 16:53:33.117: INFO @metrics_hook: train gender_accuracy: 0.872 +-0.006 (13824) 2021-05-07 16:53:35.798: INFO @decay_lr : LR updated to `5.2954972e-05` 2021-05-07 16:53:35.800: INFO @log_profile : T train: 31.974431 2021-05-07 16:53:35.800: INFO @log_profile : T read data: 0.385753 2021-05-07 16:53:35.800: INFO @log_profile : T hooks: 3.244209 2021-05-07 16:53:35.800: INFO @main_loop : Epoch 346 done 2021-05-07 16:53:35.800: INFO @main_loop : Training epoch 347 2021-05-07 16:54:09.175: INFO @log_variables: train loss nanmean: 2.934601 2021-05-07 16:54:09.176: INFO @log_variables: train age_loss mean: 3.599980 2021-05-07 16:54:09.176: INFO @log_variables: train gender_loss mean: 0.296066 2021-05-07 16:54:09.176: INFO @log_variables: train age_mae mean: 10.136188 2021-05-07 16:54:09.176: INFO @log_variables: train gender_accuracy mean: 0.869849 2021-05-07 16:54:09.176: INFO @log_variables: train gender_confidence/loss nanmean: 0.069718 2021-05-07 16:54:09.176: INFO @log_variables: train gender_confidence/accuracy mean: 0.771638 2021-05-07 16:54:09.176: INFO @log_variables: train age_confidence/loss mean: 0.050831 2021-05-07 16:54:09.176: INFO @log_variables: train age_confidence/accuracy mean: 0.712175 2021-05-07 16:54:09.176: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 16:54:09.178: INFO @metrics_hook: train age_mae: 10.136 +-0.154 (13807) 2021-05-07 16:54:09.180: INFO @metrics_hook: train gender_accuracy: 0.870 +-0.006 (13807) 2021-05-07 16:54:11.763: INFO @decay_lr : LR updated to `5.2690197e-05` 2021-05-07 16:54:11.765: INFO @log_profile : T train: 32.198705 2021-05-07 16:54:11.765: INFO @log_profile : T read data: 0.549680 2021-05-07 16:54:11.765: INFO @log_profile : T hooks: 3.150405 2021-05-07 16:54:11.765: INFO @main_loop : Epoch 347 done 2021-05-07 16:54:11.766: INFO @main_loop : Training epoch 348 2021-05-07 16:54:44.161: INFO @log_variables: train loss nanmean: 2.932049 2021-05-07 16:54:44.161: INFO @log_variables: train age_loss mean: 3.592840 2021-05-07 16:54:44.161: INFO @log_variables: train gender_loss mean: 0.294993 2021-05-07 16:54:44.162: INFO @log_variables: train age_mae mean: 10.007107 2021-05-07 16:54:44.162: INFO @log_variables: train gender_accuracy mean: 0.873182 2021-05-07 16:54:44.162: INFO @log_variables: train gender_confidence/loss nanmean: 0.072154 2021-05-07 16:54:44.162: INFO @log_variables: train gender_confidence/accuracy mean: 0.761774 2021-05-07 16:54:44.162: INFO @log_variables: train age_confidence/loss mean: 0.051216 2021-05-07 16:54:44.162: INFO @log_variables: train age_confidence/accuracy mean: 0.709831 2021-05-07 16:54:44.162: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 16:54:44.164: INFO @metrics_hook: train age_mae: 10.007 +-0.150 (13823) 2021-05-07 16:54:44.167: INFO @metrics_hook: train gender_accuracy: 0.873 +-0.006 (13823) 2021-05-07 16:54:46.756: INFO @decay_lr : LR updated to `5.2426745e-05` 2021-05-07 16:54:46.758: INFO @log_profile : T train: 31.381828 2021-05-07 16:54:46.758: INFO @log_profile : T read data: 0.388083 2021-05-07 16:54:46.758: INFO @log_profile : T hooks: 3.160030 2021-05-07 16:54:46.758: INFO @main_loop : Epoch 348 done 2021-05-07 16:54:46.758: INFO @main_loop : Training epoch 349 2021-05-07 16:55:19.590: INFO @log_variables: train loss nanmean: 2.942436 2021-05-07 16:55:19.590: INFO @log_variables: train age_loss mean: 3.597275 2021-05-07 16:55:19.590: INFO @log_variables: train gender_loss mean: 0.297684 2021-05-07 16:55:19.590: INFO @log_variables: train age_mae mean: 10.177033 2021-05-07 16:55:19.590: INFO @log_variables: train gender_accuracy mean: 0.866102 2021-05-07 16:55:19.590: INFO @log_variables: train gender_confidence/loss nanmean: 0.070773 2021-05-07 16:55:19.590: INFO @log_variables: train gender_confidence/accuracy mean: 0.765191 2021-05-07 16:55:19.590: INFO @log_variables: train age_confidence/loss mean: 0.051078 2021-05-07 16:55:19.591: INFO @log_variables: train age_confidence/accuracy mean: 0.710576 2021-05-07 16:55:19.591: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 16:55:19.593: INFO @metrics_hook: train age_mae: 10.177 +-0.155 (13824) 2021-05-07 16:55:19.595: INFO @metrics_hook: train gender_accuracy: 0.866 +-0.006 (13824) 2021-05-07 16:55:22.332: INFO @decay_lr : LR updated to `5.216461e-05` 2021-05-07 16:55:22.334: INFO @log_profile : T train: 31.815873 2021-05-07 16:55:22.334: INFO @log_profile : T read data: 0.388425 2021-05-07 16:55:22.334: INFO @log_profile : T hooks: 3.306933 2021-05-07 16:55:22.334: INFO @main_loop : Epoch 349 done 2021-05-07 16:55:22.334: INFO @main_loop : Training epoch 350 2021-05-07 16:55:54.021: INFO @log_variables: train loss nanmean: 2.945102 2021-05-07 16:55:54.021: INFO @log_variables: train age_loss mean: 3.602710 2021-05-07 16:55:54.021: INFO @log_variables: train gender_loss mean: 0.297805 2021-05-07 16:55:54.021: INFO @log_variables: train age_mae mean: 10.109552 2021-05-07 16:55:54.021: INFO @log_variables: train gender_accuracy mean: 0.873760 2021-05-07 16:55:54.021: INFO @log_variables: train gender_confidence/loss nanmean: 0.070760 2021-05-07 16:55:54.022: INFO @log_variables: train gender_confidence/accuracy mean: 0.767871 2021-05-07 16:55:54.022: INFO @log_variables: train age_confidence/loss mean: 0.051634 2021-05-07 16:55:54.022: INFO @log_variables: train age_confidence/accuracy mean: 0.704932 2021-05-07 16:55:54.022: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 16:55:54.025: INFO @metrics_hook: train age_mae: 10.110 +-0.154 (13807) 2021-05-07 16:55:54.029: INFO @metrics_hook: train gender_accuracy: 0.874 +-0.006 (13807) 2021-05-07 16:55:56.680: INFO @decay_lr : LR updated to `5.190379e-05` 2021-05-07 16:55:56.682: INFO @log_profile : T train: 30.516581 2021-05-07 16:55:56.683: INFO @log_profile : T read data: 0.539454 2021-05-07 16:55:56.683: INFO @log_profile : T hooks: 3.227119 2021-05-07 16:55:56.683: INFO @main_loop : Epoch 350 done 2021-05-07 16:55:56.683: INFO @main_loop : Training epoch 351 2021-05-07 16:56:29.426: INFO @log_variables: train loss nanmean: 2.930892 2021-05-07 16:56:29.426: INFO @log_variables: train age_loss mean: 3.596342 2021-05-07 16:56:29.426: INFO @log_variables: train gender_loss mean: 0.288507 2021-05-07 16:56:29.426: INFO @log_variables: train age_mae mean: 10.020008 2021-05-07 16:56:29.426: INFO @log_variables: train gender_accuracy mean: 0.875579 2021-05-07 16:56:29.426: INFO @log_variables: train gender_confidence/loss nanmean: 0.070422 2021-05-07 16:56:29.426: INFO @log_variables: train gender_confidence/accuracy mean: 0.772714 2021-05-07 16:56:29.426: INFO @log_variables: train age_confidence/loss mean: 0.051175 2021-05-07 16:56:29.426: INFO @log_variables: train age_confidence/accuracy mean: 0.708116 2021-05-07 16:56:29.427: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 16:56:29.431: INFO @metrics_hook: train age_mae: 10.020 +-0.150 (13824) 2021-05-07 16:56:29.433: INFO @metrics_hook: train gender_accuracy: 0.876 +-0.006 (13824) 2021-05-07 16:56:32.200: INFO @decay_lr : LR updated to `5.164427e-05` 2021-05-07 16:56:32.201: INFO @log_profile : T train: 31.741928 2021-05-07 16:56:32.201: INFO @log_profile : T read data: 0.376631 2021-05-07 16:56:32.201: INFO @log_profile : T hooks: 3.335069 2021-05-07 16:56:32.201: INFO @main_loop : Epoch 351 done 2021-05-07 16:56:32.201: INFO @main_loop : Training epoch 352 2021-05-07 16:57:04.106: INFO @log_variables: train loss nanmean: 2.917336 2021-05-07 16:57:04.106: INFO @log_variables: train age_loss mean: 3.589640 2021-05-07 16:57:04.106: INFO @log_variables: train gender_loss mean: 0.286823 2021-05-07 16:57:04.107: INFO @log_variables: train age_mae mean: 10.069167 2021-05-07 16:57:04.107: INFO @log_variables: train gender_accuracy mean: 0.876664 2021-05-07 16:57:04.107: INFO @log_variables: train gender_confidence/loss nanmean: 0.069806 2021-05-07 16:57:04.107: INFO @log_variables: train gender_confidence/accuracy mean: 0.768953 2021-05-07 16:57:04.107: INFO @log_variables: train age_confidence/loss mean: 0.051565 2021-05-07 16:57:04.107: INFO @log_variables: train age_confidence/accuracy mean: 0.705223 2021-05-07 16:57:04.107: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 16:57:04.109: INFO @metrics_hook: train age_mae: 10.069 +-0.154 (13824) 2021-05-07 16:57:04.111: INFO @metrics_hook: train gender_accuracy: 0.877 +-0.006 (13824) 2021-05-07 16:57:06.760: INFO @decay_lr : LR updated to `5.138605e-05` 2021-05-07 16:57:06.764: INFO @log_profile : T train: 30.882622 2021-05-07 16:57:06.765: INFO @log_profile : T read data: 0.394673 2021-05-07 16:57:06.765: INFO @log_profile : T hooks: 3.221195 2021-05-07 16:57:06.765: INFO @main_loop : Epoch 352 done 2021-05-07 16:57:06.766: INFO @main_loop : Training epoch 353 2021-05-07 16:57:38.271: INFO @log_variables: train loss nanmean: 2.961519 2021-05-07 16:57:38.272: INFO @log_variables: train age_loss mean: 3.602729 2021-05-07 16:57:38.272: INFO @log_variables: train gender_loss mean: 0.291671 2021-05-07 16:57:38.272: INFO @log_variables: train age_mae mean: 9.978988 2021-05-07 16:57:38.272: INFO @log_variables: train gender_accuracy mean: 0.870949 2021-05-07 16:57:38.272: INFO @log_variables: train gender_confidence/loss nanmean: 0.069909 2021-05-07 16:57:38.272: INFO @log_variables: train gender_confidence/accuracy mean: 0.770761 2021-05-07 16:57:38.272: INFO @log_variables: train age_confidence/loss mean: 0.051067 2021-05-07 16:57:38.272: INFO @log_variables: train age_confidence/accuracy mean: 0.711950 2021-05-07 16:57:38.272: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 16:57:38.275: INFO @metrics_hook: train age_mae: 9.979 +-0.152 (13824) 2021-05-07 16:57:38.277: INFO @metrics_hook: train gender_accuracy: 0.871 +-0.006 (13824) 2021-05-07 16:57:40.962: INFO @decay_lr : LR updated to `5.1129122e-05` 2021-05-07 16:57:40.964: INFO @log_profile : T train: 30.511590 2021-05-07 16:57:40.965: INFO @log_profile : T read data: 0.380706 2021-05-07 16:57:40.965: INFO @log_profile : T hooks: 3.241915 2021-05-07 16:57:40.965: INFO @main_loop : Epoch 353 done 2021-05-07 16:57:40.965: INFO @main_loop : Training epoch 354 2021-05-07 16:58:13.987: INFO @log_variables: train loss nanmean: 2.900384 2021-05-07 16:58:13.987: INFO @log_variables: train age_loss mean: 3.579564 2021-05-07 16:58:13.987: INFO @log_variables: train gender_loss mean: 0.283424 2021-05-07 16:58:13.987: INFO @log_variables: train age_mae mean: 9.968307 2021-05-07 16:58:13.987: INFO @log_variables: train gender_accuracy mean: 0.878250 2021-05-07 16:58:13.987: INFO @log_variables: train gender_confidence/loss nanmean: 0.071358 2021-05-07 16:58:13.987: INFO @log_variables: train gender_confidence/accuracy mean: 0.768306 2021-05-07 16:58:13.987: INFO @log_variables: train age_confidence/loss mean: 0.051140 2021-05-07 16:58:13.987: INFO @log_variables: train age_confidence/accuracy mean: 0.712465 2021-05-07 16:58:13.987: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 16:58:13.989: INFO @metrics_hook: train age_mae: 9.968 +-0.152 (13807) 2021-05-07 16:58:13.991: INFO @metrics_hook: train gender_accuracy: 0.878 +-0.006 (13807) 2021-05-07 16:58:16.676: INFO @decay_lr : LR updated to `5.0873477e-05` 2021-05-07 16:58:16.678: INFO @log_profile : T train: 31.856277 2021-05-07 16:58:16.679: INFO @log_profile : T read data: 0.515739 2021-05-07 16:58:16.679: INFO @log_profile : T hooks: 3.277754 2021-05-07 16:58:16.679: INFO @main_loop : Epoch 354 done 2021-05-07 16:58:16.679: INFO @main_loop : Training epoch 355 2021-05-07 16:58:49.740: INFO @log_variables: train loss nanmean: 2.883531 2021-05-07 16:58:49.741: INFO @log_variables: train age_loss mean: 3.588891 2021-05-07 16:58:49.741: INFO @log_variables: train gender_loss mean: 0.292236 2021-05-07 16:58:49.741: INFO @log_variables: train age_mae mean: 9.980268 2021-05-07 16:58:49.741: INFO @log_variables: train gender_accuracy mean: 0.871166 2021-05-07 16:58:49.741: INFO @log_variables: train gender_confidence/loss nanmean: 0.070183 2021-05-07 16:58:49.741: INFO @log_variables: train gender_confidence/accuracy mean: 0.768374 2021-05-07 16:58:49.741: INFO @log_variables: train age_confidence/loss mean: 0.051097 2021-05-07 16:58:49.741: INFO @log_variables: train age_confidence/accuracy mean: 0.713976 2021-05-07 16:58:49.741: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 16:58:49.743: INFO @metrics_hook: train age_mae: 9.980 +-0.152 (13824) 2021-05-07 16:58:49.744: INFO @metrics_hook: train gender_accuracy: 0.871 +-0.006 (13824) 2021-05-07 16:58:52.394: INFO @decay_lr : LR updated to `5.061911e-05` 2021-05-07 16:58:52.396: INFO @log_profile : T train: 32.064205 2021-05-07 16:58:52.396: INFO @log_profile : T read data: 0.377361 2021-05-07 16:58:52.396: INFO @log_profile : T hooks: 3.212551 2021-05-07 16:58:52.396: INFO @main_loop : Epoch 355 done 2021-05-07 16:58:52.396: INFO @main_loop : Training epoch 356 2021-05-07 16:59:25.355: INFO @log_variables: train loss nanmean: 2.936131 2021-05-07 16:59:25.357: INFO @log_variables: train age_loss mean: 3.572709 2021-05-07 16:59:25.359: INFO @log_variables: train gender_loss mean: 0.291821 2021-05-07 16:59:25.360: INFO @log_variables: train age_mae mean: 9.883645 2021-05-07 16:59:25.362: INFO @log_variables: train gender_accuracy mean: 0.874566 2021-05-07 16:59:25.362: INFO @log_variables: train gender_confidence/loss nanmean: 0.071320 2021-05-07 16:59:25.362: INFO @log_variables: train gender_confidence/accuracy mean: 0.772497 2021-05-07 16:59:25.362: INFO @log_variables: train age_confidence/loss mean: 0.051470 2021-05-07 16:59:25.362: INFO @log_variables: train age_confidence/accuracy mean: 0.708550 2021-05-07 16:59:25.363: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 16:59:25.364: INFO @metrics_hook: train age_mae: 9.884 +-0.150 (13824) 2021-05-07 16:59:25.367: INFO @metrics_hook: train gender_accuracy: 0.875 +-0.006 (13824) 2021-05-07 16:59:28.011: INFO @decay_lr : LR updated to `5.0366016e-05` 2021-05-07 16:59:28.013: INFO @log_profile : T train: 31.928006 2021-05-07 16:59:28.013: INFO @log_profile : T read data: 0.400129 2021-05-07 16:59:28.013: INFO @log_profile : T hooks: 3.222707 2021-05-07 16:59:28.013: INFO @main_loop : Epoch 356 done 2021-05-07 16:59:28.013: INFO @main_loop : Training epoch 357 2021-05-07 16:59:59.896: INFO @log_variables: train loss nanmean: 2.941988 2021-05-07 16:59:59.896: INFO @log_variables: train age_loss mean: 3.591655 2021-05-07 16:59:59.896: INFO @log_variables: train gender_loss mean: 0.289852 2021-05-07 16:59:59.896: INFO @log_variables: train age_mae mean: 10.012834 2021-05-07 16:59:59.896: INFO @log_variables: train gender_accuracy mean: 0.872818 2021-05-07 16:59:59.896: INFO @log_variables: train gender_confidence/loss nanmean: 0.069882 2021-05-07 16:59:59.896: INFO @log_variables: train gender_confidence/accuracy mean: 0.768740 2021-05-07 16:59:59.896: INFO @log_variables: train age_confidence/loss mean: 0.050943 2021-05-07 16:59:59.897: INFO @log_variables: train age_confidence/accuracy mean: 0.708119 2021-05-07 16:59:59.897: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 16:59:59.899: INFO @metrics_hook: train age_mae: 10.013 +-0.152 (13807) 2021-05-07 16:59:59.901: INFO @metrics_hook: train gender_accuracy: 0.873 +-0.006 (13807) 2021-05-07 17:00:02.608: INFO @decay_lr : LR updated to `5.0114184e-05` 2021-05-07 17:00:02.609: INFO @log_profile : T train: 30.711483 2021-05-07 17:00:02.610: INFO @log_profile : T read data: 0.528404 2021-05-07 17:00:02.610: INFO @log_profile : T hooks: 3.292139 2021-05-07 17:00:02.610: INFO @main_loop : Epoch 357 done 2021-05-07 17:00:02.610: INFO @main_loop : Training epoch 358 2021-05-07 17:00:35.714: INFO @log_variables: train loss nanmean: 2.933113 2021-05-07 17:00:35.714: INFO @log_variables: train age_loss mean: 3.591465 2021-05-07 17:00:35.714: INFO @log_variables: train gender_loss mean: 0.290715 2021-05-07 17:00:35.714: INFO @log_variables: train age_mae mean: 10.002206 2021-05-07 17:00:35.714: INFO @log_variables: train gender_accuracy mean: 0.876085 2021-05-07 17:00:35.714: INFO @log_variables: train gender_confidence/loss nanmean: 0.070338 2021-05-07 17:00:35.714: INFO @log_variables: train gender_confidence/accuracy mean: 0.777416 2021-05-07 17:00:35.714: INFO @log_variables: train age_confidence/loss mean: 0.050894 2021-05-07 17:00:35.714: INFO @log_variables: train age_confidence/accuracy mean: 0.711806 2021-05-07 17:00:35.714: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 17:00:35.716: INFO @metrics_hook: train age_mae: 10.002 +-0.149 (13824) 2021-05-07 17:00:35.717: INFO @metrics_hook: train gender_accuracy: 0.876 +-0.006 (13824) 2021-05-07 17:00:38.436: INFO @decay_lr : LR updated to `4.9863615e-05` 2021-05-07 17:00:38.438: INFO @log_profile : T train: 32.084082 2021-05-07 17:00:38.438: INFO @log_profile : T read data: 0.404385 2021-05-07 17:00:38.438: INFO @log_profile : T hooks: 3.276843 2021-05-07 17:00:38.439: INFO @main_loop : Epoch 358 done 2021-05-07 17:00:38.439: INFO @main_loop : Training epoch 359 2021-05-07 17:01:10.451: INFO @log_variables: train loss nanmean: 2.915254 2021-05-07 17:01:10.451: INFO @log_variables: train age_loss mean: 3.583685 2021-05-07 17:01:10.451: INFO @log_variables: train gender_loss mean: 0.292569 2021-05-07 17:01:10.452: INFO @log_variables: train age_mae mean: 9.934776 2021-05-07 17:01:10.452: INFO @log_variables: train gender_accuracy mean: 0.876881 2021-05-07 17:01:10.452: INFO @log_variables: train gender_confidence/loss nanmean: 0.071967 2021-05-07 17:01:10.452: INFO @log_variables: train gender_confidence/accuracy mean: 0.768591 2021-05-07 17:01:10.453: INFO @log_variables: train age_confidence/loss mean: 0.051705 2021-05-07 17:01:10.453: INFO @log_variables: train age_confidence/accuracy mean: 0.709997 2021-05-07 17:01:10.453: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 17:01:10.457: INFO @metrics_hook: train age_mae: 9.935 +-0.151 (13824) 2021-05-07 17:01:10.462: INFO @metrics_hook: train gender_accuracy: 0.877 +-0.006 (13824) 2021-05-07 17:01:13.139: INFO @decay_lr : LR updated to `4.9614297e-05` 2021-05-07 17:01:13.140: INFO @log_profile : T train: 30.996755 2021-05-07 17:01:13.140: INFO @log_profile : T read data: 0.382469 2021-05-07 17:01:13.140: INFO @log_profile : T hooks: 3.258559 2021-05-07 17:01:13.140: INFO @main_loop : Epoch 359 done 2021-05-07 17:01:13.140: INFO @main_loop : Training epoch 360 2021-05-07 17:01:45.488: INFO @log_variables: train loss nanmean: 2.900594 2021-05-07 17:01:45.488: INFO @log_variables: train age_loss mean: 3.586883 2021-05-07 17:01:45.488: INFO @log_variables: train gender_loss mean: 0.282353 2021-05-07 17:01:45.488: INFO @log_variables: train age_mae mean: 9.977099 2021-05-07 17:01:45.489: INFO @log_variables: train gender_accuracy mean: 0.879337 2021-05-07 17:01:45.489: INFO @log_variables: train gender_confidence/loss nanmean: 0.069790 2021-05-07 17:01:45.489: INFO @log_variables: train gender_confidence/accuracy mean: 0.770334 2021-05-07 17:01:45.489: INFO @log_variables: train age_confidence/loss mean: 0.051903 2021-05-07 17:01:45.489: INFO @log_variables: train age_confidence/accuracy mean: 0.704280 2021-05-07 17:01:45.489: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 17:01:45.491: INFO @metrics_hook: train age_mae: 9.977 +-0.154 (13807) 2021-05-07 17:01:45.494: INFO @metrics_hook: train gender_accuracy: 0.879 +-0.006 (13807) 2021-05-07 17:01:48.173: INFO @decay_lr : LR updated to `4.9366226e-05` 2021-05-07 17:01:48.175: INFO @log_profile : T train: 31.178317 2021-05-07 17:01:48.175: INFO @log_profile : T read data: 0.547761 2021-05-07 17:01:48.175: INFO @log_profile : T hooks: 3.244718 2021-05-07 17:01:48.175: INFO @main_loop : Epoch 360 done 2021-05-07 17:01:48.175: INFO @main_loop : Training epoch 361 2021-05-07 17:02:20.614: INFO @log_variables: train loss nanmean: 2.929180 2021-05-07 17:02:20.616: INFO @log_variables: train age_loss mean: 3.585180 2021-05-07 17:02:20.616: INFO @log_variables: train gender_loss mean: 0.296580 2021-05-07 17:02:20.617: INFO @log_variables: train age_mae mean: 9.934623 2021-05-07 17:02:20.617: INFO @log_variables: train gender_accuracy mean: 0.870370 2021-05-07 17:02:20.617: INFO @log_variables: train gender_confidence/loss nanmean: 0.070456 2021-05-07 17:02:20.617: INFO @log_variables: train gender_confidence/accuracy mean: 0.768663 2021-05-07 17:02:20.617: INFO @log_variables: train age_confidence/loss mean: 0.050993 2021-05-07 17:02:20.617: INFO @log_variables: train age_confidence/accuracy mean: 0.714771 2021-05-07 17:02:20.617: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 17:02:20.619: INFO @metrics_hook: train age_mae: 9.935 +-0.151 (13824) 2021-05-07 17:02:20.621: INFO @metrics_hook: train gender_accuracy: 0.870 +-0.006 (13824) 2021-05-07 17:02:23.330: INFO @decay_lr : LR updated to `4.9119397e-05` 2021-05-07 17:02:23.332: INFO @log_profile : T train: 31.392959 2021-05-07 17:02:23.332: INFO @log_profile : T read data: 0.379610 2021-05-07 17:02:23.332: INFO @log_profile : T hooks: 3.318635 2021-05-07 17:02:23.332: INFO @main_loop : Epoch 361 done 2021-05-07 17:02:23.332: INFO @main_loop : Training epoch 362 2021-05-07 17:02:55.909: INFO @log_variables: train loss nanmean: 2.909620 2021-05-07 17:02:55.911: INFO @log_variables: train age_loss mean: 3.582705 2021-05-07 17:02:55.911: INFO @log_variables: train gender_loss mean: 0.286287 2021-05-07 17:02:55.911: INFO @log_variables: train age_mae mean: 9.877968 2021-05-07 17:02:55.911: INFO @log_variables: train gender_accuracy mean: 0.876953 2021-05-07 17:02:55.911: INFO @log_variables: train gender_confidence/loss nanmean: 0.071427 2021-05-07 17:02:55.911: INFO @log_variables: train gender_confidence/accuracy mean: 0.771918 2021-05-07 17:02:55.911: INFO @log_variables: train age_confidence/loss mean: 0.051286 2021-05-07 17:02:55.912: INFO @log_variables: train age_confidence/accuracy mean: 0.709997 2021-05-07 17:02:55.912: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 17:02:55.914: INFO @metrics_hook: train age_mae: 9.878 +-0.150 (13824) 2021-05-07 17:02:55.917: INFO @metrics_hook: train gender_accuracy: 0.877 +-0.006 (13824) 2021-05-07 17:02:58.570: INFO @decay_lr : LR updated to `4.88738e-05` 2021-05-07 17:02:58.571: INFO @log_profile : T train: 31.566528 2021-05-07 17:02:58.571: INFO @log_profile : T read data: 0.385810 2021-05-07 17:02:58.571: INFO @log_profile : T hooks: 3.223849 2021-05-07 17:02:58.572: INFO @main_loop : Epoch 362 done 2021-05-07 17:02:58.572: INFO @main_loop : Training epoch 363 2021-05-07 17:03:31.083: INFO @log_variables: train loss nanmean: 2.924223 2021-05-07 17:03:31.083: INFO @log_variables: train age_loss mean: 3.571121 2021-05-07 17:03:31.083: INFO @log_variables: train gender_loss mean: 0.291549 2021-05-07 17:03:31.083: INFO @log_variables: train age_mae mean: 9.743898 2021-05-07 17:03:31.084: INFO @log_variables: train gender_accuracy mean: 0.874132 2021-05-07 17:03:31.084: INFO @log_variables: train gender_confidence/loss nanmean: 0.070085 2021-05-07 17:03:31.084: INFO @log_variables: train gender_confidence/accuracy mean: 0.775029 2021-05-07 17:03:31.084: INFO @log_variables: train age_confidence/loss mean: 0.051975 2021-05-07 17:03:31.084: INFO @log_variables: train age_confidence/accuracy mean: 0.704499 2021-05-07 17:03:31.084: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 17:03:31.088: INFO @metrics_hook: train age_mae: 9.744 +-0.148 (13824) 2021-05-07 17:03:31.091: INFO @metrics_hook: train gender_accuracy: 0.874 +-0.006 (13824) 2021-05-07 17:03:33.766: INFO @decay_lr : LR updated to `4.862943e-05` 2021-05-07 17:03:33.768: INFO @log_profile : T train: 31.479954 2021-05-07 17:03:33.768: INFO @log_profile : T read data: 0.387386 2021-05-07 17:03:33.768: INFO @log_profile : T hooks: 3.262035 2021-05-07 17:03:33.768: INFO @main_loop : Epoch 363 done 2021-05-07 17:03:33.768: INFO @main_loop : Training epoch 364 2021-05-07 17:04:06.563: INFO @log_variables: train loss nanmean: 2.931590 2021-05-07 17:04:06.565: INFO @log_variables: train age_loss mean: 3.600754 2021-05-07 17:04:06.566: INFO @log_variables: train gender_loss mean: 0.295524 2021-05-07 17:04:06.566: INFO @log_variables: train age_mae mean: 10.007991 2021-05-07 17:04:06.566: INFO @log_variables: train gender_accuracy mean: 0.870863 2021-05-07 17:04:06.566: INFO @log_variables: train gender_confidence/loss nanmean: 0.070440 2021-05-07 17:04:06.566: INFO @log_variables: train gender_confidence/accuracy mean: 0.770624 2021-05-07 17:04:06.566: INFO @log_variables: train age_confidence/loss mean: 0.051707 2021-05-07 17:04:06.566: INFO @log_variables: train age_confidence/accuracy mean: 0.709857 2021-05-07 17:04:06.566: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 17:04:06.568: INFO @metrics_hook: train age_mae: 10.008 +-0.153 (13807) 2021-05-07 17:04:06.570: INFO @metrics_hook: train gender_accuracy: 0.871 +-0.006 (13807) 2021-05-07 17:04:09.244: INFO @decay_lr : LR updated to `4.8386282e-05` 2021-05-07 17:04:09.246: INFO @log_profile : T train: 31.623567 2021-05-07 17:04:09.246: INFO @log_profile : T read data: 0.566615 2021-05-07 17:04:09.246: INFO @log_profile : T hooks: 3.226006 2021-05-07 17:04:09.246: INFO @main_loop : Epoch 364 done 2021-05-07 17:04:09.246: INFO @main_loop : Training epoch 365 2021-05-07 17:04:42.033: INFO @log_variables: train loss nanmean: 2.909274 2021-05-07 17:04:42.033: INFO @log_variables: train age_loss mean: 3.582770 2021-05-07 17:04:42.033: INFO @log_variables: train gender_loss mean: 0.286859 2021-05-07 17:04:42.034: INFO @log_variables: train age_mae mean: 9.967708 2021-05-07 17:04:42.034: INFO @log_variables: train gender_accuracy mean: 0.875072 2021-05-07 17:04:42.034: INFO @log_variables: train gender_confidence/loss nanmean: 0.070898 2021-05-07 17:04:42.034: INFO @log_variables: train gender_confidence/accuracy mean: 0.772497 2021-05-07 17:04:42.034: INFO @log_variables: train age_confidence/loss mean: 0.050709 2021-05-07 17:04:42.034: INFO @log_variables: train age_confidence/accuracy mean: 0.721065 2021-05-07 17:04:42.034: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 17:04:42.036: INFO @metrics_hook: train age_mae: 9.968 +-0.152 (13824) 2021-05-07 17:04:42.038: INFO @metrics_hook: train gender_accuracy: 0.875 +-0.006 (13824) 2021-05-07 17:04:44.700: INFO @decay_lr : LR updated to `4.814435e-05` 2021-05-07 17:04:44.702: INFO @log_profile : T train: 31.729768 2021-05-07 17:04:44.702: INFO @log_profile : T read data: 0.398279 2021-05-07 17:04:44.702: INFO @log_profile : T hooks: 3.259525 2021-05-07 17:04:44.702: INFO @main_loop : Epoch 365 done 2021-05-07 17:04:44.702: INFO @main_loop : Training epoch 366 2021-05-07 17:05:17.494: INFO @log_variables: train loss nanmean: 2.913013 2021-05-07 17:05:17.494: INFO @log_variables: train age_loss mean: 3.592860 2021-05-07 17:05:17.494: INFO @log_variables: train gender_loss mean: 0.289375 2021-05-07 17:05:17.494: INFO @log_variables: train age_mae mean: 9.918010 2021-05-07 17:05:17.495: INFO @log_variables: train gender_accuracy mean: 0.875362 2021-05-07 17:05:17.495: INFO @log_variables: train gender_confidence/loss nanmean: 0.070231 2021-05-07 17:05:17.495: INFO @log_variables: train gender_confidence/accuracy mean: 0.770472 2021-05-07 17:05:17.495: INFO @log_variables: train age_confidence/loss mean: 0.051183 2021-05-07 17:05:17.495: INFO @log_variables: train age_confidence/accuracy mean: 0.713759 2021-05-07 17:05:17.495: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 17:05:17.498: INFO @metrics_hook: train age_mae: 9.918 +-0.153 (13824) 2021-05-07 17:05:17.501: INFO @metrics_hook: train gender_accuracy: 0.875 +-0.006 (13824) 2021-05-07 17:05:20.282: INFO @decay_lr : LR updated to `4.7903628e-05` 2021-05-07 17:05:20.283: INFO @log_profile : T train: 31.762125 2021-05-07 17:05:20.284: INFO @log_profile : T read data: 0.396604 2021-05-07 17:05:20.284: INFO @log_profile : T hooks: 3.360117 2021-05-07 17:05:20.284: INFO @main_loop : Epoch 366 done 2021-05-07 17:05:20.284: INFO @main_loop : Training epoch 367 2021-05-07 17:05:53.254: INFO @log_variables: train loss nanmean: 2.930104 2021-05-07 17:05:53.255: INFO @log_variables: train age_loss mean: 3.588504 2021-05-07 17:05:53.256: INFO @log_variables: train gender_loss mean: 0.289379 2021-05-07 17:05:53.256: INFO @log_variables: train age_mae mean: 10.009685 2021-05-07 17:05:53.256: INFO @log_variables: train gender_accuracy mean: 0.877091 2021-05-07 17:05:53.256: INFO @log_variables: train gender_confidence/loss nanmean: 0.070724 2021-05-07 17:05:53.256: INFO @log_variables: train gender_confidence/accuracy mean: 0.769754 2021-05-07 17:05:53.256: INFO @log_variables: train age_confidence/loss mean: 0.050451 2021-05-07 17:05:53.256: INFO @log_variables: train age_confidence/accuracy mean: 0.717390 2021-05-07 17:05:53.256: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 17:05:53.258: INFO @metrics_hook: train age_mae: 10.010 +-0.152 (13807) 2021-05-07 17:05:53.259: INFO @metrics_hook: train gender_accuracy: 0.877 +-0.006 (13807) 2021-05-07 17:05:55.950: INFO @decay_lr : LR updated to `4.766411e-05` 2021-05-07 17:05:55.953: INFO @log_profile : T train: 31.790491 2021-05-07 17:05:55.953: INFO @log_profile : T read data: 0.551527 2021-05-07 17:05:55.953: INFO @log_profile : T hooks: 3.262957 2021-05-07 17:05:55.953: INFO @main_loop : Epoch 367 done 2021-05-07 17:05:55.953: INFO @main_loop : Training epoch 368 2021-05-07 17:06:28.776: INFO @log_variables: train loss nanmean: 2.929404 2021-05-07 17:06:28.776: INFO @log_variables: train age_loss mean: 3.584990 2021-05-07 17:06:28.776: INFO @log_variables: train gender_loss mean: 0.282625 2021-05-07 17:06:28.776: INFO @log_variables: train age_mae mean: 9.796161 2021-05-07 17:06:28.776: INFO @log_variables: train gender_accuracy mean: 0.877749 2021-05-07 17:06:28.776: INFO @log_variables: train gender_confidence/loss nanmean: 0.069181 2021-05-07 17:06:28.776: INFO @log_variables: train gender_confidence/accuracy mean: 0.777633 2021-05-07 17:06:28.776: INFO @log_variables: train age_confidence/loss mean: 0.051786 2021-05-07 17:06:28.776: INFO @log_variables: train age_confidence/accuracy mean: 0.707465 2021-05-07 17:06:28.776: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 17:06:28.778: INFO @metrics_hook: train age_mae: 9.796 +-0.149 (13824) 2021-05-07 17:06:28.780: INFO @metrics_hook: train gender_accuracy: 0.878 +-0.006 (13824) 2021-05-07 17:06:31.473: INFO @decay_lr : LR updated to `4.742579e-05` 2021-05-07 17:06:31.475: INFO @log_profile : T train: 31.766767 2021-05-07 17:06:31.475: INFO @log_profile : T read data: 0.392312 2021-05-07 17:06:31.475: INFO @log_profile : T hooks: 3.298113 2021-05-07 17:06:31.475: INFO @main_loop : Epoch 368 done 2021-05-07 17:06:31.475: INFO @main_loop : Training epoch 369 2021-05-07 17:07:03.240: INFO @log_variables: train loss nanmean: 2.918895 2021-05-07 17:07:03.240: INFO @log_variables: train age_loss mean: 3.587524 2021-05-07 17:07:03.240: INFO @log_variables: train gender_loss mean: 0.292575 2021-05-07 17:07:03.240: INFO @log_variables: train age_mae mean: 9.913434 2021-05-07 17:07:03.240: INFO @log_variables: train gender_accuracy mean: 0.872757 2021-05-07 17:07:03.241: INFO @log_variables: train gender_confidence/loss nanmean: 0.070794 2021-05-07 17:07:03.241: INFO @log_variables: train gender_confidence/accuracy mean: 0.772135 2021-05-07 17:07:03.241: INFO @log_variables: train age_confidence/loss mean: 0.051779 2021-05-07 17:07:03.241: INFO @log_variables: train age_confidence/accuracy mean: 0.706887 2021-05-07 17:07:03.241: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 17:07:03.243: INFO @metrics_hook: train age_mae: 9.913 +-0.152 (13824) 2021-05-07 17:07:03.246: INFO @metrics_hook: train gender_accuracy: 0.873 +-0.006 (13824) 2021-05-07 17:07:05.922: INFO @decay_lr : LR updated to `4.718866e-05` 2021-05-07 17:07:05.926: INFO @log_profile : T train: 30.711762 2021-05-07 17:07:05.926: INFO @log_profile : T read data: 0.414843 2021-05-07 17:07:05.926: INFO @log_profile : T hooks: 3.257546 2021-05-07 17:07:05.927: INFO @main_loop : Epoch 369 done 2021-05-07 17:07:05.927: INFO @main_loop : Training epoch 370 2021-05-07 17:07:38.679: INFO @log_variables: train loss nanmean: 2.860691 2021-05-07 17:07:38.679: INFO @log_variables: train age_loss mean: 3.577670 2021-05-07 17:07:38.680: INFO @log_variables: train gender_loss mean: 0.276879 2021-05-07 17:07:38.680: INFO @log_variables: train age_mae mean: 9.903704 2021-05-07 17:07:38.680: INFO @log_variables: train gender_accuracy mean: 0.881366 2021-05-07 17:07:38.680: INFO @log_variables: train gender_confidence/loss nanmean: 0.069506 2021-05-07 17:07:38.680: INFO @log_variables: train gender_confidence/accuracy mean: 0.781612 2021-05-07 17:07:38.680: INFO @log_variables: train age_confidence/loss mean: 0.051835 2021-05-07 17:07:38.680: INFO @log_variables: train age_confidence/accuracy mean: 0.705368 2021-05-07 17:07:38.680: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 17:07:38.681: INFO @metrics_hook: train age_mae: 9.904 +-0.151 (13824) 2021-05-07 17:07:38.683: INFO @metrics_hook: train gender_accuracy: 0.881 +-0.006 (13824) 2021-05-07 17:07:41.373: INFO @decay_lr : LR updated to `4.6952715e-05` 2021-05-07 17:07:41.374: INFO @log_profile : T train: 31.725470 2021-05-07 17:07:41.374: INFO @log_profile : T read data: 0.393434 2021-05-07 17:07:41.374: INFO @log_profile : T hooks: 3.263756 2021-05-07 17:07:41.374: INFO @main_loop : Epoch 370 done 2021-05-07 17:07:41.375: INFO @main_loop : Training epoch 371 2021-05-07 17:08:14.113: INFO @log_variables: train loss nanmean: 2.919184 2021-05-07 17:08:14.114: INFO @log_variables: train age_loss mean: 3.579265 2021-05-07 17:08:14.114: INFO @log_variables: train gender_loss mean: 0.283797 2021-05-07 17:08:14.114: INFO @log_variables: train age_mae mean: 9.760715 2021-05-07 17:08:14.114: INFO @log_variables: train gender_accuracy mean: 0.876874 2021-05-07 17:08:14.114: INFO @log_variables: train gender_confidence/loss nanmean: 0.069672 2021-05-07 17:08:14.114: INFO @log_variables: train gender_confidence/accuracy mean: 0.775476 2021-05-07 17:08:14.114: INFO @log_variables: train age_confidence/loss mean: 0.052183 2021-05-07 17:08:14.114: INFO @log_variables: train age_confidence/accuracy mean: 0.700442 2021-05-07 17:08:14.114: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 17:08:14.116: INFO @metrics_hook: train age_mae: 9.761 +-0.150 (13807) 2021-05-07 17:08:14.118: INFO @metrics_hook: train gender_accuracy: 0.877 +-0.006 (13807) 2021-05-07 17:08:16.871: INFO @decay_lr : LR updated to `4.6717953e-05` 2021-05-07 17:08:16.872: INFO @log_profile : T train: 31.585617 2021-05-07 17:08:16.872: INFO @log_profile : T read data: 0.532143 2021-05-07 17:08:16.872: INFO @log_profile : T hooks: 3.317396 2021-05-07 17:08:16.872: INFO @main_loop : Epoch 371 done 2021-05-07 17:08:16.872: INFO @main_loop : Training epoch 372 2021-05-07 17:08:49.954: INFO @log_variables: train loss nanmean: 2.905671 2021-05-07 17:08:49.955: INFO @log_variables: train age_loss mean: 3.587345 2021-05-07 17:08:49.955: INFO @log_variables: train gender_loss mean: 0.290130 2021-05-07 17:08:49.955: INFO @log_variables: train age_mae mean: 9.879725 2021-05-07 17:08:49.955: INFO @log_variables: train gender_accuracy mean: 0.872034 2021-05-07 17:08:49.956: INFO @log_variables: train gender_confidence/loss nanmean: 0.069322 2021-05-07 17:08:49.956: INFO @log_variables: train gender_confidence/accuracy mean: 0.775174 2021-05-07 17:08:49.956: INFO @log_variables: train age_confidence/loss mean: 0.052422 2021-05-07 17:08:49.956: INFO @log_variables: train age_confidence/accuracy mean: 0.700376 2021-05-07 17:08:49.956: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 17:08:49.964: INFO @metrics_hook: train age_mae: 9.880 +-0.151 (13824) 2021-05-07 17:08:49.967: INFO @metrics_hook: train gender_accuracy: 0.872 +-0.006 (13824) 2021-05-07 17:08:52.655: INFO @decay_lr : LR updated to `4.648436e-05` 2021-05-07 17:08:52.656: INFO @log_profile : T train: 32.067019 2021-05-07 17:08:52.656: INFO @log_profile : T read data: 0.382411 2021-05-07 17:08:52.656: INFO @log_profile : T hooks: 3.271190 2021-05-07 17:08:52.657: INFO @main_loop : Epoch 372 done 2021-05-07 17:08:52.657: INFO @main_loop : Training epoch 373 2021-05-07 17:09:25.530: INFO @log_variables: train loss nanmean: 2.927741 2021-05-07 17:09:25.530: INFO @log_variables: train age_loss mean: 3.586447 2021-05-07 17:09:25.530: INFO @log_variables: train gender_loss mean: 0.289812 2021-05-07 17:09:25.530: INFO @log_variables: train age_mae mean: 9.806093 2021-05-07 17:09:25.530: INFO @log_variables: train gender_accuracy mean: 0.877595 2021-05-07 17:09:25.530: INFO @log_variables: train gender_confidence/loss nanmean: 0.070958 2021-05-07 17:09:25.530: INFO @log_variables: train gender_confidence/accuracy mean: 0.772047 2021-05-07 17:09:25.530: INFO @log_variables: train age_confidence/loss mean: 0.052636 2021-05-07 17:09:25.531: INFO @log_variables: train age_confidence/accuracy mean: 0.699703 2021-05-07 17:09:25.531: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 17:09:25.533: INFO @metrics_hook: train age_mae: 9.806 +-0.151 (13823) 2021-05-07 17:09:25.536: INFO @metrics_hook: train gender_accuracy: 0.878 +-0.006 (13823) 2021-05-07 17:09:28.189: INFO @decay_lr : LR updated to `4.625194e-05` 2021-05-07 17:09:28.191: INFO @log_profile : T train: 31.846428 2021-05-07 17:09:28.191: INFO @log_profile : T read data: 0.385371 2021-05-07 17:09:28.191: INFO @log_profile : T hooks: 3.236668 2021-05-07 17:09:28.191: INFO @main_loop : Epoch 373 done 2021-05-07 17:09:28.191: INFO @main_loop : Training epoch 374 2021-05-07 17:10:00.115: INFO @log_variables: train loss nanmean: 2.918739 2021-05-07 17:10:00.116: INFO @log_variables: train age_loss mean: 3.576309 2021-05-07 17:10:00.116: INFO @log_variables: train gender_loss mean: 0.297050 2021-05-07 17:10:00.116: INFO @log_variables: train age_mae mean: 9.797487 2021-05-07 17:10:00.116: INFO @log_variables: train gender_accuracy mean: 0.876077 2021-05-07 17:10:00.116: INFO @log_variables: train gender_confidence/loss nanmean: 0.071521 2021-05-07 17:10:00.116: INFO @log_variables: train gender_confidence/accuracy mean: 0.760701 2021-05-07 17:10:00.116: INFO @log_variables: train age_confidence/loss mean: 0.052577 2021-05-07 17:10:00.116: INFO @log_variables: train age_confidence/accuracy mean: 0.702035 2021-05-07 17:10:00.116: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 17:10:00.117: INFO @metrics_hook: train age_mae: 9.797 +-0.150 (13807) 2021-05-07 17:10:00.119: INFO @metrics_hook: train gender_accuracy: 0.876 +-0.006 (13807) 2021-05-07 17:10:02.798: INFO @decay_lr : LR updated to `4.602068e-05` 2021-05-07 17:10:02.800: INFO @log_profile : T train: 30.787279 2021-05-07 17:10:02.800: INFO @log_profile : T read data: 0.517138 2021-05-07 17:10:02.800: INFO @log_profile : T hooks: 3.244687 2021-05-07 17:10:02.800: INFO @main_loop : Epoch 374 done 2021-05-07 17:10:02.800: INFO @main_loop : Training epoch 375 2021-05-07 17:10:35.739: INFO @log_variables: train loss nanmean: 2.953262 2021-05-07 17:10:35.741: INFO @log_variables: train age_loss mean: 3.593652 2021-05-07 17:10:35.741: INFO @log_variables: train gender_loss mean: 0.294885 2021-05-07 17:10:35.741: INFO @log_variables: train age_mae mean: 9.997401 2021-05-07 17:10:35.741: INFO @log_variables: train gender_accuracy mean: 0.874195 2021-05-07 17:10:35.742: INFO @log_variables: train gender_confidence/loss nanmean: 0.071345 2021-05-07 17:10:35.742: INFO @log_variables: train gender_confidence/accuracy mean: 0.764234 2021-05-07 17:10:35.742: INFO @log_variables: train age_confidence/loss mean: 0.051645 2021-05-07 17:10:35.742: INFO @log_variables: train age_confidence/accuracy mean: 0.708457 2021-05-07 17:10:35.742: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 17:10:35.745: INFO @metrics_hook: train age_mae: 9.997 +-0.152 (13823) 2021-05-07 17:10:35.747: INFO @metrics_hook: train gender_accuracy: 0.874 +-0.006 (13823) 2021-05-07 17:10:38.487: INFO @decay_lr : LR updated to `4.5790577e-05` 2021-05-07 17:10:38.489: INFO @log_profile : T train: 31.900863 2021-05-07 17:10:38.489: INFO @log_profile : T read data: 0.398231 2021-05-07 17:10:38.489: INFO @log_profile : T hooks: 3.323840 2021-05-07 17:10:38.489: INFO @main_loop : Epoch 375 done 2021-05-07 17:10:38.489: INFO @main_loop : Training epoch 376 2021-05-07 17:11:10.184: INFO @log_variables: train loss nanmean: 2.926027 2021-05-07 17:11:10.184: INFO @log_variables: train age_loss mean: 3.578675 2021-05-07 17:11:10.184: INFO @log_variables: train gender_loss mean: 0.276484 2021-05-07 17:11:10.185: INFO @log_variables: train age_mae mean: 9.927065 2021-05-07 17:11:10.185: INFO @log_variables: train gender_accuracy mean: 0.882017 2021-05-07 17:11:10.185: INFO @log_variables: train gender_confidence/loss nanmean: 0.069698 2021-05-07 17:11:10.185: INFO @log_variables: train gender_confidence/accuracy mean: 0.773438 2021-05-07 17:11:10.185: INFO @log_variables: train age_confidence/loss mean: 0.051471 2021-05-07 17:11:10.185: INFO @log_variables: train age_confidence/accuracy mean: 0.709563 2021-05-07 17:11:10.185: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 17:11:10.188: INFO @metrics_hook: train age_mae: 9.927 +-0.150 (13824) 2021-05-07 17:11:10.190: INFO @metrics_hook: train gender_accuracy: 0.882 +-0.005 (13824) 2021-05-07 17:11:12.847: INFO @decay_lr : LR updated to `4.5561625e-05` 2021-05-07 17:11:12.848: INFO @log_profile : T train: 30.677533 2021-05-07 17:11:12.848: INFO @log_profile : T read data: 0.394372 2021-05-07 17:11:12.848: INFO @log_profile : T hooks: 3.223667 2021-05-07 17:11:12.849: INFO @main_loop : Epoch 376 done 2021-05-07 17:11:12.849: INFO @main_loop : Training epoch 377 2021-05-07 17:11:45.687: INFO @log_variables: train loss nanmean: 2.900982 2021-05-07 17:11:45.693: INFO @log_variables: train age_loss mean: 3.588235 2021-05-07 17:11:45.693: INFO @log_variables: train gender_loss mean: 0.293875 2021-05-07 17:11:45.693: INFO @log_variables: train age_mae mean: 9.944144 2021-05-07 17:11:45.694: INFO @log_variables: train gender_accuracy mean: 0.871021 2021-05-07 17:11:45.694: INFO @log_variables: train gender_confidence/loss nanmean: 0.069477 2021-05-07 17:11:45.694: INFO @log_variables: train gender_confidence/accuracy mean: 0.779442 2021-05-07 17:11:45.694: INFO @log_variables: train age_confidence/loss mean: 0.051795 2021-05-07 17:11:45.694: INFO @log_variables: train age_confidence/accuracy mean: 0.708695 2021-05-07 17:11:45.694: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 17:11:45.696: INFO @metrics_hook: train age_mae: 9.944 +-0.152 (13824) 2021-05-07 17:11:45.698: INFO @metrics_hook: train gender_accuracy: 0.871 +-0.006 (13824) 2021-05-07 17:11:48.349: INFO @decay_lr : LR updated to `4.5333818e-05` 2021-05-07 17:11:48.350: INFO @log_profile : T train: 31.800569 2021-05-07 17:11:48.350: INFO @log_profile : T read data: 0.393945 2021-05-07 17:11:48.350: INFO @log_profile : T hooks: 3.243343 2021-05-07 17:11:48.350: INFO @main_loop : Epoch 377 done 2021-05-07 17:11:48.351: INFO @main_loop : Training epoch 378 2021-05-07 17:12:21.059: INFO @log_variables: train loss nanmean: 2.904898 2021-05-07 17:12:21.059: INFO @log_variables: train age_loss mean: 3.581281 2021-05-07 17:12:21.060: INFO @log_variables: train gender_loss mean: 0.293619 2021-05-07 17:12:21.060: INFO @log_variables: train age_mae mean: 9.918309 2021-05-07 17:12:21.060: INFO @log_variables: train gender_accuracy mean: 0.874484 2021-05-07 17:12:21.060: INFO @log_variables: train gender_confidence/loss nanmean: 0.069944 2021-05-07 17:12:21.060: INFO @log_variables: train gender_confidence/accuracy mean: 0.771058 2021-05-07 17:12:21.060: INFO @log_variables: train age_confidence/loss mean: 0.051803 2021-05-07 17:12:21.060: INFO @log_variables: train age_confidence/accuracy mean: 0.710799 2021-05-07 17:12:21.060: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 17:12:21.064: INFO @metrics_hook: train age_mae: 9.918 +-0.149 (13807) 2021-05-07 17:12:21.067: INFO @metrics_hook: train gender_accuracy: 0.874 +-0.006 (13807) 2021-05-07 17:12:23.684: INFO @decay_lr : LR updated to `4.510715e-05` 2021-05-07 17:12:23.687: INFO @log_profile : T train: 31.554151 2021-05-07 17:12:23.687: INFO @log_profile : T read data: 0.524662 2021-05-07 17:12:23.687: INFO @log_profile : T hooks: 3.195139 2021-05-07 17:12:23.688: INFO @main_loop : Epoch 378 done 2021-05-07 17:12:23.688: INFO @main_loop : Training epoch 379 2021-05-07 17:12:56.726: INFO @log_variables: train loss nanmean: 2.906523 2021-05-07 17:12:56.727: INFO @log_variables: train age_loss mean: 3.571019 2021-05-07 17:12:56.727: INFO @log_variables: train gender_loss mean: 0.288231 2021-05-07 17:12:56.727: INFO @log_variables: train age_mae mean: 9.878019 2021-05-07 17:12:56.727: INFO @log_variables: train gender_accuracy mean: 0.876157 2021-05-07 17:12:56.727: INFO @log_variables: train gender_confidence/loss nanmean: 0.070567 2021-05-07 17:12:56.727: INFO @log_variables: train gender_confidence/accuracy mean: 0.771267 2021-05-07 17:12:56.727: INFO @log_variables: train age_confidence/loss mean: 0.051504 2021-05-07 17:12:56.727: INFO @log_variables: train age_confidence/accuracy mean: 0.709708 2021-05-07 17:12:56.727: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 17:12:56.731: INFO @metrics_hook: train age_mae: 9.878 +-0.151 (13824) 2021-05-07 17:12:56.734: INFO @metrics_hook: train gender_accuracy: 0.876 +-0.006 (13824) 2021-05-07 17:12:59.408: INFO @decay_lr : LR updated to `4.4881614e-05` 2021-05-07 17:12:59.409: INFO @log_profile : T train: 32.011559 2021-05-07 17:12:59.409: INFO @log_profile : T read data: 0.385247 2021-05-07 17:12:59.409: INFO @log_profile : T hooks: 3.262169 2021-05-07 17:12:59.409: INFO @main_loop : Epoch 379 done 2021-05-07 17:12:59.409: INFO @main_loop : Training epoch 380 2021-05-07 17:13:31.133: INFO @log_variables: train loss nanmean: 2.907425 2021-05-07 17:13:31.135: INFO @log_variables: train age_loss mean: 3.581653 2021-05-07 17:13:31.136: INFO @log_variables: train gender_loss mean: 0.288454 2021-05-07 17:13:31.136: INFO @log_variables: train age_mae mean: 9.820912 2021-05-07 17:13:31.136: INFO @log_variables: train gender_accuracy mean: 0.875940 2021-05-07 17:13:31.137: INFO @log_variables: train gender_confidence/loss nanmean: 0.071546 2021-05-07 17:13:31.137: INFO @log_variables: train gender_confidence/accuracy mean: 0.767433 2021-05-07 17:13:31.137: INFO @log_variables: train age_confidence/loss mean: 0.052366 2021-05-07 17:13:31.137: INFO @log_variables: train age_confidence/accuracy mean: 0.707465 2021-05-07 17:13:31.137: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 17:13:31.140: INFO @metrics_hook: train age_mae: 9.821 +-0.151 (13824) 2021-05-07 17:13:31.142: INFO @metrics_hook: train gender_accuracy: 0.876 +-0.006 (13824) 2021-05-07 17:13:33.735: INFO @decay_lr : LR updated to `4.4657205e-05` 2021-05-07 17:13:33.737: INFO @log_profile : T train: 30.708229 2021-05-07 17:13:33.737: INFO @log_profile : T read data: 0.381909 2021-05-07 17:13:33.737: INFO @log_profile : T hooks: 3.172783 2021-05-07 17:13:33.737: INFO @main_loop : Epoch 380 done 2021-05-07 17:13:33.737: INFO @main_loop : Training epoch 381 2021-05-07 17:14:06.351: INFO @log_variables: train loss nanmean: 2.901406 2021-05-07 17:14:06.351: INFO @log_variables: train age_loss mean: 3.589144 2021-05-07 17:14:06.351: INFO @log_variables: train gender_loss mean: 0.289328 2021-05-07 17:14:06.351: INFO @log_variables: train age_mae mean: 9.796321 2021-05-07 17:14:06.351: INFO @log_variables: train gender_accuracy mean: 0.875063 2021-05-07 17:14:06.352: INFO @log_variables: train gender_confidence/loss nanmean: 0.071310 2021-05-07 17:14:06.352: INFO @log_variables: train gender_confidence/accuracy mean: 0.777359 2021-05-07 17:14:06.352: INFO @log_variables: train age_confidence/loss mean: 0.051970 2021-05-07 17:14:06.352: INFO @log_variables: train age_confidence/accuracy mean: 0.708192 2021-05-07 17:14:06.352: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 17:14:06.355: INFO @metrics_hook: train age_mae: 9.796 +-0.151 (13807) 2021-05-07 17:14:06.359: INFO @metrics_hook: train gender_accuracy: 0.875 +-0.006 (13807) 2021-05-07 17:14:09.063: INFO @decay_lr : LR updated to `4.443392e-05` 2021-05-07 17:14:09.066: INFO @log_profile : T train: 31.433379 2021-05-07 17:14:09.066: INFO @log_profile : T read data: 0.561745 2021-05-07 17:14:09.066: INFO @log_profile : T hooks: 3.270891 2021-05-07 17:14:09.066: INFO @main_loop : Epoch 381 done 2021-05-07 17:14:09.066: INFO @main_loop : Training epoch 382 2021-05-07 17:14:41.715: INFO @log_variables: train loss nanmean: 2.872411 2021-05-07 17:14:41.717: INFO @log_variables: train age_loss mean: 3.582441 2021-05-07 17:14:41.717: INFO @log_variables: train gender_loss mean: 0.281656 2021-05-07 17:14:41.717: INFO @log_variables: train age_mae mean: 9.935039 2021-05-07 17:14:41.717: INFO @log_variables: train gender_accuracy mean: 0.881944 2021-05-07 17:14:41.717: INFO @log_variables: train gender_confidence/loss nanmean: 0.071152 2021-05-07 17:14:41.718: INFO @log_variables: train gender_confidence/accuracy mean: 0.773799 2021-05-07 17:14:41.718: INFO @log_variables: train age_confidence/loss mean: 0.051501 2021-05-07 17:14:41.718: INFO @log_variables: train age_confidence/accuracy mean: 0.706163 2021-05-07 17:14:41.718: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 17:14:41.721: INFO @metrics_hook: train age_mae: 9.935 +-0.151 (13824) 2021-05-07 17:14:41.723: INFO @metrics_hook: train gender_accuracy: 0.882 +-0.005 (13824) 2021-05-07 17:14:44.335: INFO @decay_lr : LR updated to `4.421175e-05` 2021-05-07 17:14:44.337: INFO @log_profile : T train: 31.596798 2021-05-07 17:14:44.337: INFO @log_profile : T read data: 0.401253 2021-05-07 17:14:44.337: INFO @log_profile : T hooks: 3.207844 2021-05-07 17:14:44.337: INFO @main_loop : Epoch 382 done 2021-05-07 17:14:44.337: INFO @main_loop : Training epoch 383 2021-05-07 17:15:17.310: INFO @log_variables: train loss nanmean: 2.894939 2021-05-07 17:15:17.310: INFO @log_variables: train age_loss mean: 3.577210 2021-05-07 17:15:17.311: INFO @log_variables: train gender_loss mean: 0.270400 2021-05-07 17:15:17.311: INFO @log_variables: train age_mae mean: 9.786524 2021-05-07 17:15:17.311: INFO @log_variables: train gender_accuracy mean: 0.882234 2021-05-07 17:15:17.311: INFO @log_variables: train gender_confidence/loss nanmean: 0.069928 2021-05-07 17:15:17.311: INFO @log_variables: train gender_confidence/accuracy mean: 0.775174 2021-05-07 17:15:17.311: INFO @log_variables: train age_confidence/loss mean: 0.051482 2021-05-07 17:15:17.311: INFO @log_variables: train age_confidence/accuracy mean: 0.711733 2021-05-07 17:15:17.311: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 17:15:17.314: INFO @metrics_hook: train age_mae: 9.787 +-0.149 (13824) 2021-05-07 17:15:17.317: INFO @metrics_hook: train gender_accuracy: 0.882 +-0.005 (13824) 2021-05-07 17:15:19.959: INFO @decay_lr : LR updated to `4.399069e-05` 2021-05-07 17:15:19.961: INFO @log_profile : T train: 31.953629 2021-05-07 17:15:19.961: INFO @log_profile : T read data: 0.393868 2021-05-07 17:15:19.961: INFO @log_profile : T hooks: 3.215030 2021-05-07 17:15:19.961: INFO @main_loop : Epoch 383 done 2021-05-07 17:15:19.961: INFO @main_loop : Training epoch 384 2021-05-07 17:15:52.697: INFO @log_variables: train loss nanmean: 2.894856 2021-05-07 17:15:52.697: INFO @log_variables: train age_loss mean: 3.587138 2021-05-07 17:15:52.697: INFO @log_variables: train gender_loss mean: 0.273387 2021-05-07 17:15:52.697: INFO @log_variables: train age_mae mean: 9.782081 2021-05-07 17:15:52.697: INFO @log_variables: train gender_accuracy mean: 0.884551 2021-05-07 17:15:52.697: INFO @log_variables: train gender_confidence/loss nanmean: 0.070665 2021-05-07 17:15:52.697: INFO @log_variables: train gender_confidence/accuracy mean: 0.781850 2021-05-07 17:15:52.697: INFO @log_variables: train age_confidence/loss mean: 0.051632 2021-05-07 17:15:52.697: INFO @log_variables: train age_confidence/accuracy mean: 0.706598 2021-05-07 17:15:52.697: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 17:15:52.700: INFO @metrics_hook: train age_mae: 9.782 +-0.150 (13807) 2021-05-07 17:15:52.701: INFO @metrics_hook: train gender_accuracy: 0.885 +-0.005 (13807) 2021-05-07 17:16:01.118: INFO @decay_lr : LR updated to `4.377074e-05` 2021-05-07 17:16:01.120: INFO @log_profile : T train: 31.559555 2021-05-07 17:16:01.120: INFO @log_profile : T read data: 0.543206 2021-05-07 17:16:01.120: INFO @log_profile : T hooks: 8.992329 2021-05-07 17:16:01.120: INFO @main_loop : Epoch 384 done 2021-05-07 17:16:01.120: INFO @main_loop : Training epoch 385 2021-05-07 17:16:33.509: INFO @log_variables: train loss nanmean: 2.927674 2021-05-07 17:16:33.510: INFO @log_variables: train age_loss mean: 3.593167 2021-05-07 17:16:33.510: INFO @log_variables: train gender_loss mean: 0.288231 2021-05-07 17:16:33.510: INFO @log_variables: train age_mae mean: 9.906225 2021-05-07 17:16:33.510: INFO @log_variables: train gender_accuracy mean: 0.874928 2021-05-07 17:16:33.510: INFO @log_variables: train gender_confidence/loss nanmean: 0.071097 2021-05-07 17:16:33.510: INFO @log_variables: train gender_confidence/accuracy mean: 0.771050 2021-05-07 17:16:33.510: INFO @log_variables: train age_confidence/loss mean: 0.050954 2021-05-07 17:16:33.510: INFO @log_variables: train age_confidence/accuracy mean: 0.717014 2021-05-07 17:16:33.510: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 17:16:33.513: INFO @metrics_hook: train age_mae: 9.906 +-0.150 (13824) 2021-05-07 17:16:33.517: INFO @metrics_hook: train gender_accuracy: 0.875 +-0.006 (13824) 2021-05-07 17:16:36.343: INFO @decay_lr : LR updated to `4.3551885e-05` 2021-05-07 17:16:36.345: INFO @log_profile : T train: 31.322599 2021-05-07 17:16:36.345: INFO @log_profile : T read data: 0.405705 2021-05-07 17:16:36.345: INFO @log_profile : T hooks: 3.431293 2021-05-07 17:16:36.345: INFO @main_loop : Epoch 385 done 2021-05-07 17:16:36.345: INFO @main_loop : Training epoch 386 2021-05-07 17:17:08.273: INFO @log_variables: train loss nanmean: 2.925641 2021-05-07 17:17:08.274: INFO @log_variables: train age_loss mean: 3.570495 2021-05-07 17:17:08.274: INFO @log_variables: train gender_loss mean: 0.287838 2021-05-07 17:17:08.274: INFO @log_variables: train age_mae mean: 9.648443 2021-05-07 17:17:08.274: INFO @log_variables: train gender_accuracy mean: 0.875796 2021-05-07 17:17:08.274: INFO @log_variables: train gender_confidence/loss nanmean: 0.070639 2021-05-07 17:17:08.274: INFO @log_variables: train gender_confidence/accuracy mean: 0.770472 2021-05-07 17:17:08.274: INFO @log_variables: train age_confidence/loss mean: 0.052247 2021-05-07 17:17:08.274: INFO @log_variables: train age_confidence/accuracy mean: 0.704861 2021-05-07 17:17:08.274: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 17:17:08.275: INFO @metrics_hook: train age_mae: 9.648 +-0.148 (13824) 2021-05-07 17:17:08.277: INFO @metrics_hook: train gender_accuracy: 0.876 +-0.006 (13824) 2021-05-07 17:17:11.019: INFO @decay_lr : LR updated to `4.3334127e-05` 2021-05-07 17:17:11.020: INFO @log_profile : T train: 30.885408 2021-05-07 17:17:11.020: INFO @log_profile : T read data: 0.402184 2021-05-07 17:17:11.020: INFO @log_profile : T hooks: 3.322385 2021-05-07 17:17:11.020: INFO @main_loop : Epoch 386 done 2021-05-07 17:17:11.020: INFO @main_loop : Training epoch 387 2021-05-07 17:17:42.423: INFO @log_variables: train loss nanmean: 2.937535 2021-05-07 17:17:42.423: INFO @log_variables: train age_loss mean: 3.584245 2021-05-07 17:17:42.423: INFO @log_variables: train gender_loss mean: 0.284112 2021-05-07 17:17:42.423: INFO @log_variables: train age_mae mean: 9.815098 2021-05-07 17:17:42.423: INFO @log_variables: train gender_accuracy mean: 0.878689 2021-05-07 17:17:42.423: INFO @log_variables: train gender_confidence/loss nanmean: 0.070769 2021-05-07 17:17:42.423: INFO @log_variables: train gender_confidence/accuracy mean: 0.770761 2021-05-07 17:17:42.423: INFO @log_variables: train age_confidence/loss mean: 0.051645 2021-05-07 17:17:42.423: INFO @log_variables: train age_confidence/accuracy mean: 0.710286 2021-05-07 17:17:42.424: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 17:17:42.425: INFO @metrics_hook: train age_mae: 9.815 +-0.149 (13824) 2021-05-07 17:17:42.427: INFO @metrics_hook: train gender_accuracy: 0.879 +-0.006 (13824) 2021-05-07 17:17:45.047: INFO @decay_lr : LR updated to `4.3117456e-05` 2021-05-07 17:17:45.048: INFO @log_profile : T train: 30.368964 2021-05-07 17:17:45.048: INFO @log_profile : T read data: 0.385402 2021-05-07 17:17:45.048: INFO @log_profile : T hooks: 3.207956 2021-05-07 17:17:45.048: INFO @main_loop : Epoch 387 done 2021-05-07 17:17:45.048: INFO @main_loop : Training epoch 388 2021-05-07 17:18:17.701: INFO @log_variables: train loss nanmean: 2.930214 2021-05-07 17:18:17.701: INFO @log_variables: train age_loss mean: 3.599415 2021-05-07 17:18:17.701: INFO @log_variables: train gender_loss mean: 0.289350 2021-05-07 17:18:17.701: INFO @log_variables: train age_mae mean: 9.927992 2021-05-07 17:18:17.701: INFO @log_variables: train gender_accuracy mean: 0.877236 2021-05-07 17:18:17.701: INFO @log_variables: train gender_confidence/loss nanmean: 0.070947 2021-05-07 17:18:17.701: INFO @log_variables: train gender_confidence/accuracy mean: 0.769899 2021-05-07 17:18:17.702: INFO @log_variables: train age_confidence/loss mean: 0.050804 2021-05-07 17:18:17.702: INFO @log_variables: train age_confidence/accuracy mean: 0.716303 2021-05-07 17:18:17.702: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 17:18:17.705: INFO @metrics_hook: train age_mae: 9.928 +-0.150 (13807) 2021-05-07 17:18:17.709: INFO @metrics_hook: train gender_accuracy: 0.877 +-0.006 (13807) 2021-05-07 17:18:20.247: INFO @decay_lr : LR updated to `4.290187e-05` 2021-05-07 17:18:20.249: INFO @log_profile : T train: 31.502831 2021-05-07 17:18:20.249: INFO @log_profile : T read data: 0.528335 2021-05-07 17:18:20.249: INFO @log_profile : T hooks: 3.106159 2021-05-07 17:18:20.249: INFO @main_loop : Epoch 388 done 2021-05-07 17:18:20.249: INFO @main_loop : Training epoch 389 2021-05-07 17:18:53.355: INFO @log_variables: train loss nanmean: 2.936409 2021-05-07 17:18:53.356: INFO @log_variables: train age_loss mean: 3.583645 2021-05-07 17:18:53.356: INFO @log_variables: train gender_loss mean: 0.287898 2021-05-07 17:18:53.356: INFO @log_variables: train age_mae mean: 9.857867 2021-05-07 17:18:53.356: INFO @log_variables: train gender_accuracy mean: 0.875579 2021-05-07 17:18:53.356: INFO @log_variables: train gender_confidence/loss nanmean: 0.069933 2021-05-07 17:18:53.357: INFO @log_variables: train gender_confidence/accuracy mean: 0.766276 2021-05-07 17:18:53.357: INFO @log_variables: train age_confidence/loss mean: 0.051537 2021-05-07 17:18:53.357: INFO @log_variables: train age_confidence/accuracy mean: 0.710286 2021-05-07 17:18:53.357: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 17:18:53.360: INFO @metrics_hook: train age_mae: 9.858 +-0.150 (13824) 2021-05-07 17:18:53.363: INFO @metrics_hook: train gender_accuracy: 0.876 +-0.006 (13824) 2021-05-07 17:18:56.042: INFO @decay_lr : LR updated to `4.268736e-05` 2021-05-07 17:18:56.043: INFO @log_profile : T train: 32.100417 2021-05-07 17:18:56.043: INFO @log_profile : T read data: 0.375498 2021-05-07 17:18:56.043: INFO @log_profile : T hooks: 3.255115 2021-05-07 17:18:56.043: INFO @main_loop : Epoch 389 done 2021-05-07 17:18:56.043: INFO @main_loop : Training epoch 390 2021-05-07 17:19:28.758: INFO @log_variables: train loss nanmean: 2.923106 2021-05-07 17:19:28.758: INFO @log_variables: train age_loss mean: 3.586336 2021-05-07 17:19:28.758: INFO @log_variables: train gender_loss mean: 0.284074 2021-05-07 17:19:28.758: INFO @log_variables: train age_mae mean: 9.760204 2021-05-07 17:19:28.758: INFO @log_variables: train gender_accuracy mean: 0.879630 2021-05-07 17:19:28.759: INFO @log_variables: train gender_confidence/loss nanmean: 0.072004 2021-05-07 17:19:28.759: INFO @log_variables: train gender_confidence/accuracy mean: 0.769242 2021-05-07 17:19:28.759: INFO @log_variables: train age_confidence/loss mean: 0.052700 2021-05-07 17:19:28.759: INFO @log_variables: train age_confidence/accuracy mean: 0.702112 2021-05-07 17:19:28.759: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 17:19:28.761: INFO @metrics_hook: train age_mae: 9.760 +-0.148 (13824) 2021-05-07 17:19:28.763: INFO @metrics_hook: train gender_accuracy: 0.880 +-0.006 (13824) 2021-05-07 17:19:31.450: INFO @decay_lr : LR updated to `4.2473923e-05` 2021-05-07 17:19:31.451: INFO @log_profile : T train: 31.686043 2021-05-07 17:19:31.452: INFO @log_profile : T read data: 0.389212 2021-05-07 17:19:31.452: INFO @log_profile : T hooks: 3.268173 2021-05-07 17:19:31.452: INFO @main_loop : Epoch 390 done 2021-05-07 17:19:31.452: INFO @main_loop : Training epoch 391 2021-05-07 17:20:03.708: INFO @log_variables: train loss nanmean: 2.924438 2021-05-07 17:20:03.709: INFO @log_variables: train age_loss mean: 3.573436 2021-05-07 17:20:03.709: INFO @log_variables: train gender_loss mean: 0.282300 2021-05-07 17:20:03.709: INFO @log_variables: train age_mae mean: 9.713907 2021-05-07 17:20:03.709: INFO @log_variables: train gender_accuracy mean: 0.878830 2021-05-07 17:20:03.709: INFO @log_variables: train gender_confidence/loss nanmean: 0.071291 2021-05-07 17:20:03.709: INFO @log_variables: train gender_confidence/accuracy mean: 0.768089 2021-05-07 17:20:03.710: INFO @log_variables: train age_confidence/loss mean: 0.052272 2021-05-07 17:20:03.710: INFO @log_variables: train age_confidence/accuracy mean: 0.701746 2021-05-07 17:20:03.710: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 17:20:03.712: INFO @metrics_hook: train age_mae: 9.714 +-0.149 (13807) 2021-05-07 17:20:03.716: INFO @metrics_hook: train gender_accuracy: 0.879 +-0.006 (13807) 2021-05-07 17:20:06.388: INFO @decay_lr : LR updated to `4.2261552e-05` 2021-05-07 17:20:06.390: INFO @log_profile : T train: 31.084106 2021-05-07 17:20:06.390: INFO @log_profile : T read data: 0.531906 2021-05-07 17:20:06.390: INFO @log_profile : T hooks: 3.258834 2021-05-07 17:20:06.390: INFO @main_loop : Epoch 391 done 2021-05-07 17:20:06.390: INFO @main_loop : Training epoch 392 2021-05-07 17:20:39.308: INFO @log_variables: train loss nanmean: 2.924417 2021-05-07 17:20:39.309: INFO @log_variables: train age_loss mean: 3.587751 2021-05-07 17:20:39.309: INFO @log_variables: train gender_loss mean: 0.280626 2021-05-07 17:20:39.309: INFO @log_variables: train age_mae mean: 9.808429 2021-05-07 17:20:39.309: INFO @log_variables: train gender_accuracy mean: 0.875651 2021-05-07 17:20:39.309: INFO @log_variables: train gender_confidence/loss nanmean: 0.069098 2021-05-07 17:20:39.309: INFO @log_variables: train gender_confidence/accuracy mean: 0.780527 2021-05-07 17:20:39.309: INFO @log_variables: train age_confidence/loss mean: 0.052322 2021-05-07 17:20:39.309: INFO @log_variables: train age_confidence/accuracy mean: 0.704861 2021-05-07 17:20:39.309: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 17:20:39.311: INFO @metrics_hook: train age_mae: 9.808 +-0.152 (13824) 2021-05-07 17:20:39.312: INFO @metrics_hook: train gender_accuracy: 0.876 +-0.006 (13824) 2021-05-07 17:20:41.981: INFO @decay_lr : LR updated to `4.2050244e-05` 2021-05-07 17:20:41.983: INFO @log_profile : T train: 31.894229 2021-05-07 17:20:41.983: INFO @log_profile : T read data: 0.392658 2021-05-07 17:20:41.983: INFO @log_profile : T hooks: 3.240801 2021-05-07 17:20:41.983: INFO @main_loop : Epoch 392 done 2021-05-07 17:20:41.983: INFO @main_loop : Training epoch 393 2021-05-07 17:21:14.868: INFO @log_variables: train loss nanmean: 2.946552 2021-05-07 17:21:14.869: INFO @log_variables: train age_loss mean: 3.570330 2021-05-07 17:21:14.869: INFO @log_variables: train gender_loss mean: 0.284279 2021-05-07 17:21:14.869: INFO @log_variables: train age_mae mean: 9.759893 2021-05-07 17:21:14.869: INFO @log_variables: train gender_accuracy mean: 0.875723 2021-05-07 17:21:14.869: INFO @log_variables: train gender_confidence/loss nanmean: 0.070393 2021-05-07 17:21:14.869: INFO @log_variables: train gender_confidence/accuracy mean: 0.771991 2021-05-07 17:21:14.869: INFO @log_variables: train age_confidence/loss mean: 0.052152 2021-05-07 17:21:14.869: INFO @log_variables: train age_confidence/accuracy mean: 0.704210 2021-05-07 17:21:14.869: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 17:21:14.870: INFO @metrics_hook: train age_mae: 9.760 +-0.150 (13824) 2021-05-07 17:21:14.872: INFO @metrics_hook: train gender_accuracy: 0.876 +-0.006 (13824) 2021-05-07 17:21:17.544: INFO @decay_lr : LR updated to `4.1839994e-05` 2021-05-07 17:21:17.545: INFO @log_profile : T train: 31.864354 2021-05-07 17:21:17.545: INFO @log_profile : T read data: 0.389463 2021-05-07 17:21:17.546: INFO @log_profile : T hooks: 3.244181 2021-05-07 17:21:17.546: INFO @main_loop : Epoch 393 done 2021-05-07 17:21:17.546: INFO @main_loop : Training epoch 394 2021-05-07 17:21:50.625: INFO @log_variables: train loss nanmean: 2.892949 2021-05-07 17:21:50.626: INFO @log_variables: train age_loss mean: 3.575069 2021-05-07 17:21:50.626: INFO @log_variables: train gender_loss mean: 0.291000 2021-05-07 17:21:50.626: INFO @log_variables: train age_mae mean: 9.799830 2021-05-07 17:21:50.626: INFO @log_variables: train gender_accuracy mean: 0.876519 2021-05-07 17:21:50.626: INFO @log_variables: train gender_confidence/loss nanmean: 0.070695 2021-05-07 17:21:50.626: INFO @log_variables: train gender_confidence/accuracy mean: 0.767144 2021-05-07 17:21:50.626: INFO @log_variables: train age_confidence/loss mean: 0.052068 2021-05-07 17:21:50.626: INFO @log_variables: train age_confidence/accuracy mean: 0.706814 2021-05-07 17:21:50.627: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 17:21:50.629: INFO @metrics_hook: train age_mae: 9.800 +-0.149 (13824) 2021-05-07 17:21:50.631: INFO @metrics_hook: train gender_accuracy: 0.877 +-0.006 (13824) 2021-05-07 17:21:53.336: INFO @decay_lr : LR updated to `4.1630796e-05` 2021-05-07 17:21:53.338: INFO @log_profile : T train: 32.021073 2021-05-07 17:21:53.338: INFO @log_profile : T read data: 0.398441 2021-05-07 17:21:53.338: INFO @log_profile : T hooks: 3.308658 2021-05-07 17:21:53.338: INFO @main_loop : Epoch 394 done 2021-05-07 17:21:53.338: INFO @main_loop : Training epoch 395 2021-05-07 17:22:25.285: INFO @log_variables: train loss nanmean: 2.905580 2021-05-07 17:22:25.286: INFO @log_variables: train age_loss mean: 3.580483 2021-05-07 17:22:25.286: INFO @log_variables: train gender_loss mean: 0.282116 2021-05-07 17:22:25.286: INFO @log_variables: train age_mae mean: 9.818659 2021-05-07 17:22:25.286: INFO @log_variables: train gender_accuracy mean: 0.877019 2021-05-07 17:22:25.286: INFO @log_variables: train gender_confidence/loss nanmean: 0.070469 2021-05-07 17:22:25.286: INFO @log_variables: train gender_confidence/accuracy mean: 0.775331 2021-05-07 17:22:25.286: INFO @log_variables: train age_confidence/loss mean: 0.051833 2021-05-07 17:22:25.286: INFO @log_variables: train age_confidence/accuracy mean: 0.709712 2021-05-07 17:22:25.286: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 17:22:25.288: INFO @metrics_hook: train age_mae: 9.819 +-0.150 (13807) 2021-05-07 17:22:25.290: INFO @metrics_hook: train gender_accuracy: 0.877 +-0.006 (13807) 2021-05-07 17:22:27.960: INFO @decay_lr : LR updated to `4.142264e-05` 2021-05-07 17:22:27.962: INFO @log_profile : T train: 30.763086 2021-05-07 17:22:27.962: INFO @log_profile : T read data: 0.537023 2021-05-07 17:22:27.962: INFO @log_profile : T hooks: 3.258511 2021-05-07 17:22:27.962: INFO @main_loop : Epoch 395 done 2021-05-07 17:22:27.962: INFO @main_loop : Training epoch 396 2021-05-07 17:23:00.919: INFO @log_variables: train loss nanmean: 2.887434 2021-05-07 17:23:00.921: INFO @log_variables: train age_loss mean: 3.579846 2021-05-07 17:23:00.921: INFO @log_variables: train gender_loss mean: 0.278508 2021-05-07 17:23:00.921: INFO @log_variables: train age_mae mean: 9.850098 2021-05-07 17:23:00.921: INFO @log_variables: train gender_accuracy mean: 0.879847 2021-05-07 17:23:00.921: INFO @log_variables: train gender_confidence/loss nanmean: 0.069494 2021-05-07 17:23:00.922: INFO @log_variables: train gender_confidence/accuracy mean: 0.777633 2021-05-07 17:23:00.922: INFO @log_variables: train age_confidence/loss mean: 0.052431 2021-05-07 17:23:00.922: INFO @log_variables: train age_confidence/accuracy mean: 0.704861 2021-05-07 17:23:00.922: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 17:23:00.924: INFO @metrics_hook: train age_mae: 9.850 +-0.152 (13824) 2021-05-07 17:23:00.926: INFO @metrics_hook: train gender_accuracy: 0.880 +-0.006 (13824) 2021-05-07 17:23:03.641: INFO @decay_lr : LR updated to `4.1215528e-05` 2021-05-07 17:23:03.642: INFO @log_profile : T train: 31.917327 2021-05-07 17:23:03.642: INFO @log_profile : T read data: 0.401801 2021-05-07 17:23:03.642: INFO @log_profile : T hooks: 3.295095 2021-05-07 17:23:03.642: INFO @main_loop : Epoch 396 done 2021-05-07 17:23:03.642: INFO @main_loop : Training epoch 397 2021-05-07 17:23:35.629: INFO @log_variables: train loss nanmean: 2.902734 2021-05-07 17:23:35.630: INFO @log_variables: train age_loss mean: 3.574415 2021-05-07 17:23:35.631: INFO @log_variables: train gender_loss mean: 0.273406 2021-05-07 17:23:35.631: INFO @log_variables: train age_mae mean: 9.853815 2021-05-07 17:23:35.631: INFO @log_variables: train gender_accuracy mean: 0.885778 2021-05-07 17:23:35.631: INFO @log_variables: train gender_confidence/loss nanmean: 0.070954 2021-05-07 17:23:35.631: INFO @log_variables: train gender_confidence/accuracy mean: 0.775463 2021-05-07 17:23:35.631: INFO @log_variables: train age_confidence/loss mean: 0.050720 2021-05-07 17:23:35.631: INFO @log_variables: train age_confidence/accuracy mean: 0.716507 2021-05-07 17:23:35.631: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 17:23:35.633: INFO @metrics_hook: train age_mae: 9.854 +-0.150 (13824) 2021-05-07 17:23:35.634: INFO @metrics_hook: train gender_accuracy: 0.886 +-0.005 (13824) 2021-05-07 17:23:38.371: INFO @decay_lr : LR updated to `4.100945e-05` 2021-05-07 17:23:38.372: INFO @log_profile : T train: 30.957281 2021-05-07 17:23:38.372: INFO @log_profile : T read data: 0.400415 2021-05-07 17:23:38.372: INFO @log_profile : T hooks: 3.307743 2021-05-07 17:23:38.373: INFO @main_loop : Epoch 397 done 2021-05-07 17:23:38.373: INFO @main_loop : Training epoch 398 2021-05-07 17:24:11.168: INFO @log_variables: train loss nanmean: 2.894721 2021-05-07 17:24:11.169: INFO @log_variables: train age_loss mean: 3.574749 2021-05-07 17:24:11.170: INFO @log_variables: train gender_loss mean: 0.285396 2021-05-07 17:24:11.170: INFO @log_variables: train age_mae mean: 9.842550 2021-05-07 17:24:11.170: INFO @log_variables: train gender_accuracy mean: 0.874837 2021-05-07 17:24:11.170: INFO @log_variables: train gender_confidence/loss nanmean: 0.069149 2021-05-07 17:24:11.170: INFO @log_variables: train gender_confidence/accuracy mean: 0.777343 2021-05-07 17:24:11.170: INFO @log_variables: train age_confidence/loss mean: 0.051796 2021-05-07 17:24:11.170: INFO @log_variables: train age_confidence/accuracy mean: 0.710271 2021-05-07 17:24:11.170: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 17:24:11.172: INFO @metrics_hook: train age_mae: 9.843 +-0.152 (13806) 2021-05-07 17:24:11.174: INFO @metrics_hook: train gender_accuracy: 0.875 +-0.006 (13806) 2021-05-07 17:24:13.839: INFO @decay_lr : LR updated to `4.0804403e-05` 2021-05-07 17:24:13.841: INFO @log_profile : T train: 31.615413 2021-05-07 17:24:13.842: INFO @log_profile : T read data: 0.558093 2021-05-07 17:24:13.842: INFO @log_profile : T hooks: 3.231551 2021-05-07 17:24:13.842: INFO @main_loop : Epoch 398 done 2021-05-07 17:24:13.842: INFO @main_loop : Training epoch 399 2021-05-07 17:24:46.521: INFO @log_variables: train loss nanmean: 2.897123 2021-05-07 17:24:46.521: INFO @log_variables: train age_loss mean: 3.585556 2021-05-07 17:24:46.521: INFO @log_variables: train gender_loss mean: 0.287417 2021-05-07 17:24:46.521: INFO @log_variables: train age_mae mean: 9.798950 2021-05-07 17:24:46.521: INFO @log_variables: train gender_accuracy mean: 0.877387 2021-05-07 17:24:46.521: INFO @log_variables: train gender_confidence/loss nanmean: 0.070542 2021-05-07 17:24:46.521: INFO @log_variables: train gender_confidence/accuracy mean: 0.769821 2021-05-07 17:24:46.521: INFO @log_variables: train age_confidence/loss mean: 0.052563 2021-05-07 17:24:46.521: INFO @log_variables: train age_confidence/accuracy mean: 0.703993 2021-05-07 17:24:46.521: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 17:24:46.522: INFO @metrics_hook: train age_mae: 9.799 +-0.152 (13824) 2021-05-07 17:24:46.524: INFO @metrics_hook: train gender_accuracy: 0.877 +-0.006 (13824) 2021-05-07 17:24:49.142: INFO @decay_lr : LR updated to `4.0600382e-05` 2021-05-07 17:24:49.144: INFO @log_profile : T train: 31.669496 2021-05-07 17:24:49.144: INFO @log_profile : T read data: 0.374036 2021-05-07 17:24:49.144: INFO @log_profile : T hooks: 3.194621 2021-05-07 17:24:49.144: INFO @main_loop : Epoch 399 done 2021-05-07 17:24:49.144: INFO @main_loop : Training epoch 400 2021-05-07 17:25:22.018: INFO @log_variables: train loss nanmean: 2.900713 2021-05-07 17:25:22.019: INFO @log_variables: train age_loss mean: 3.572384 2021-05-07 17:25:22.019: INFO @log_variables: train gender_loss mean: 0.280580 2021-05-07 17:25:22.019: INFO @log_variables: train age_mae mean: 9.757702 2021-05-07 17:25:22.019: INFO @log_variables: train gender_accuracy mean: 0.881510 2021-05-07 17:25:22.019: INFO @log_variables: train gender_confidence/loss nanmean: 0.070403 2021-05-07 17:25:22.019: INFO @log_variables: train gender_confidence/accuracy mean: 0.775752 2021-05-07 17:25:22.019: INFO @log_variables: train age_confidence/loss mean: 0.052560 2021-05-07 17:25:22.020: INFO @log_variables: train age_confidence/accuracy mean: 0.705729 2021-05-07 17:25:22.020: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq 2021-05-07 17:25:22.021: INFO @metrics_hook: train age_mae: 9.758 +-0.151 (13824) 2021-05-07 17:25:22.023: INFO @metrics_hook: train gender_accuracy: 0.882 +-0.005 (13824) 2021-05-07 17:25:24.673: INFO @decay_lr : LR updated to `4.039738e-05` 2021-05-07 17:25:25.104: INFO @save : Model saved to: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq/model_400.ckpt 2021-05-07 17:25:25.105: INFO @stop_after : EpochStopperHook triggered 2021-05-07 17:25:25.106: INFO @log_profile : T train: 31.854175 2021-05-07 17:25:25.107: INFO @log_profile : T read data: 0.374481 2021-05-07 17:25:25.107: INFO @log_profile : T hooks: 3.670896 2021-05-07 17:25:25.107: INFO @main_loop : Training terminated: Training terminated after epoch 400 2021-05-07 17:25:25.107: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-HyWq