2021-04-14 11:25:27.087: INFO @api : Created output directory with name log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 11:25:27.087: INFO @api : Creating dataset 2021-04-14 11:25:28.176: 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. 2021-04-14 11:25:28.177: 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. 2021-04-14 11:25:28.624: INFO @api : RecognitionDatasetWrapper created 2021-04-14 11:25:28.624: INFO @api : Creating a model 2021-04-14 11:25:28.641: INFO @model : Creating TF model on 1 GPU devices 2021-04-14 11:25:28.641: WARNING @module_wrapper: From /home/kopalja/.local/lib/python3.8/site-packages/emloop_tensorflow/model.py:427: The name tf.ConfigProto is deprecated. Please use tf.compat.v1.ConfigProto instead. 2021-04-14 11:25:30.002: 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. 2021-04-14 11:25:30.002: 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. 2021-04-14 11:25:30.002: 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. 2021-04-14 11:25:30.002: 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. 2021-04-14 11:25:30.004: WARNING @module_wrapper: From /home/kopalja/faces/models/recognition.py:109: The name tf.placeholder is deprecated. Please use tf.compat.v1.placeholder instead. 2021-04-14 11:25:30.008: 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. 2021-04-14 11:25:30.402: WARNING @deprecation : From /home/kopalja/faces/models/recognition.py:120: flatten (from tensorflow.python.layers.core) is deprecated and will be removed in a future version. Instructions for updating: Use keras.layers.flatten instead. 2021-04-14 11:25:30.406: WARNING @deprecation : From /home/kopalja/faces/models/recognition.py:121: dropout (from tensorflow.python.layers.core) is deprecated and will be removed in a future version. Instructions for updating: Use keras.layers.dropout instead. 2021-04-14 11:25:30.415: WARNING @deprecation : From /home/kopalja/faces/models/recognition.py:123: dense (from tensorflow.python.layers.core) is deprecated and will be removed in a future version. Instructions for updating: Use keras.layers.Dense instead. 2021-04-14 11:25:30.478: WARNING @module_wrapper: From /home/kopalja/faces/models/recognition.py:47: The name tf.is_nan is deprecated. Please use tf.math.is_nan instead. 2021-04-14 11:25:30.480: WARNING @deprecation : From /home/kopalja/faces/models/recognition.py:47: 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 2021-04-14 11:25:30.515: INFO @recognition : Using regression model with L1 loss 2021-04-14 11:25:30.535: WARNING @deprecation : From /home/kopalja/faces/models/recognition.py:69: 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`. 2021-04-14 11:25:30.536: 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`. 2021-04-14 11:25:30.620: WARNING @deprecation : From /home/kopalja/faces/models/recognition.py:178: 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`. 2021-04-14 11:25:30.664: 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. 2021-04-14 11:25:30.664: 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. 2021-04-14 11:25:31.632: 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. 2021-04-14 11:25:31.818: WARNING @module_wrapper: From /home/kopalja/.local/lib/python3.8/site-packages/emloop_tensorflow/model.py:516: The name tf.global_variables_initializer is deprecated. Please use tf.compat.v1.global_variables_initializer instead. 2021-04-14 11:25:32.490: WARNING @module_wrapper: From /home/kopalja/.local/lib/python3.8/site-packages/emloop_tensorflow/model.py:517: The name tf.local_variables_initializer is deprecated. Please use tf.compat.v1.local_variables_initializer instead. 2021-04-14 11:25:32.592: INFO @model : Number of parameters: 777707 2021-04-14 11:25:32.592: INFO @api : RecognitionModel created 2021-04-14 11:25:32.592: INFO @api : Creating hooks 2021-04-14 11:25:32.599: INFO @api : ComputeStats created 2021-04-14 11:25:32.599: INFO @api : LogVariables created 2021-04-14 11:25:32.600: INFO @api : LogProfile created 2021-04-14 11:25:32.600: INFO @api : LogDir created 2021-04-14 11:25:32.667: INFO @loader : Loading faiss with AVX2 support. 2021-04-14 11:25:32.667: INFO @loader : Loading faiss. 2021-04-14 11:25:32.685: WARNING @abstract_hook: Argument `n_epochs` was not recognized by `ComputeRecognitionMetrics`. Recognized arguments are `['output_dir', 'skip_epochs', 'streams', 'kwargs']`. 2021-04-14 11:25:32.685: INFO @api : ComputeRecognitionMetrics created 2021-04-14 11:25:32.685: INFO @api : ComputeRecognitionMaeCategories created 2021-04-14 11:25:32.690: INFO @api : EvaluateGen2 created 2021-04-14 11:25:32.690: 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. 2021-04-14 11:25:32.691: INFO @api : WriteTensorBoard created 2021-04-14 11:25:32.691: INFO @api : DecayLR created 2021-04-14 11:25:32.692: INFO @api : SaveEvery created 2021-04-14 11:25:32.693: INFO @api : StopAfter created 2021-04-14 11:25:32.694: INFO @api : ShowProgress created 2021-04-14 11:25:32.695: WARNING @api : TrainingTrace hook added between hooks. Add it to your config.yaml to suppress this warning. 2021-04-14 11:25:32.695: INFO @api : Creating main loop 2021-04-14 11:25:32.695: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 11:25:32.697: INFO @main_loop : Training epoch 1 2021-04-14 11:25:33.085: 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'] 2021-04-14 11:26:04.528: INFO @log_variables: train loss nanmean: 3.523887 2021-04-14 11:26:04.529: INFO @log_variables: train age_loss mean: 23.777136 2021-04-14 11:26:04.529: INFO @log_variables: train gender_loss mean: 0.802632 2021-04-14 11:26:04.529: INFO @log_variables: train age_mae mean: 22.512053 2021-04-14 11:26:04.529: INFO @log_variables: train gender_accuracy mean: 0.539714 2021-04-14 11:26:04.529: INFO @log_variables: train gender_confidence/loss nanmean: 0.095047 2021-04-14 11:26:04.529: INFO @log_variables: train gender_confidence/accuracy mean: 0.495081 2021-04-14 11:26:04.529: INFO @log_variables: train age_confidence/loss mean: 0.046155 2021-04-14 11:26:04.529: INFO @log_variables: train age_confidence/accuracy mean: 0.738788 2021-04-14 11:26:04.529: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 11:26:04.531: INFO @metrics_hook: train age_mae: 22.512 +-0.277 (13824) 2021-04-14 11:26:04.533: INFO @metrics_hook: train gender_accuracy: 0.540 +-0.008 (13824) 2021-04-14 11:26:06.182: 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. 2021-04-14 11:26:06.230: 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. 2021-04-14 11:26:06.335: INFO @decay_lr : LR updated to `0.0002985` 2021-04-14 11:26:06.337: INFO @log_profile : T train: 30.575326 2021-04-14 11:26:06.337: INFO @log_profile : T read data: 0.643533 2021-04-14 11:26:06.337: INFO @log_profile : T hooks: 2.373142 2021-04-14 11:26:06.337: INFO @main_loop : Epoch 1 done 2021-04-14 11:26:06.337: INFO @main_loop : Training epoch 2 2021-04-14 11:26:35.733: INFO @log_variables: train loss nanmean: 3.003606 2021-04-14 11:26:35.733: INFO @log_variables: train age_loss mean: 19.868649 2021-04-14 11:26:35.733: INFO @log_variables: train gender_loss mean: 0.754012 2021-04-14 11:26:35.733: INFO @log_variables: train age_mae mean: 18.707876 2021-04-14 11:26:35.733: INFO @log_variables: train gender_accuracy mean: 0.528791 2021-04-14 11:26:35.733: INFO @log_variables: train gender_confidence/loss nanmean: 0.081489 2021-04-14 11:26:35.733: INFO @log_variables: train gender_confidence/accuracy mean: 0.507306 2021-04-14 11:26:35.733: INFO @log_variables: train age_confidence/loss mean: 0.040984 2021-04-14 11:26:35.733: INFO @log_variables: train age_confidence/accuracy mean: 0.796007 2021-04-14 11:26:35.734: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 11:26:35.735: INFO @metrics_hook: train age_mae: 18.708 +-0.207 (13824) 2021-04-14 11:26:35.737: INFO @metrics_hook: train gender_accuracy: 0.529 +-0.008 (13824) 2021-04-14 11:26:37.567: INFO @decay_lr : LR updated to `0.0002970075` 2021-04-14 11:26:37.569: INFO @log_profile : T train: 28.507515 2021-04-14 11:26:37.569: INFO @log_profile : T read data: 0.260077 2021-04-14 11:26:37.569: INFO @log_profile : T hooks: 2.413090 2021-04-14 11:26:37.569: INFO @main_loop : Epoch 2 done 2021-04-14 11:26:37.569: INFO @main_loop : Training epoch 3 2021-04-14 11:27:07.276: INFO @log_variables: train loss nanmean: 2.911441 2021-04-14 11:27:07.276: INFO @log_variables: train age_loss mean: 19.578981 2021-04-14 11:27:07.276: INFO @log_variables: train gender_loss mean: 0.721748 2021-04-14 11:27:07.276: INFO @log_variables: train age_mae mean: 18.478125 2021-04-14 11:27:07.276: INFO @log_variables: train gender_accuracy mean: 0.547092 2021-04-14 11:27:07.276: INFO @log_variables: train gender_confidence/loss nanmean: 0.077335 2021-04-14 11:27:07.276: INFO @log_variables: train gender_confidence/accuracy mean: 0.516204 2021-04-14 11:27:07.276: INFO @log_variables: train age_confidence/loss mean: 0.038512 2021-04-14 11:27:07.277: INFO @log_variables: train age_confidence/accuracy mean: 0.821615 2021-04-14 11:27:07.277: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 11:27:07.278: INFO @metrics_hook: train age_mae: 18.478 +-0.201 (13824) 2021-04-14 11:27:07.280: INFO @metrics_hook: train gender_accuracy: 0.547 +-0.008 (13824) 2021-04-14 11:27:09.122: INFO @decay_lr : LR updated to `0.00029552245` 2021-04-14 11:27:09.123: INFO @log_profile : T train: 28.757656 2021-04-14 11:27:09.123: INFO @log_profile : T read data: 0.265785 2021-04-14 11:27:09.123: INFO @log_profile : T hooks: 2.481994 2021-04-14 11:27:09.124: INFO @main_loop : Epoch 3 done 2021-04-14 11:27:09.124: INFO @main_loop : Training epoch 4 2021-04-14 11:27:38.219: INFO @log_variables: train loss nanmean: 2.884198 2021-04-14 11:27:38.219: INFO @log_variables: train age_loss mean: 19.221807 2021-04-14 11:27:38.219: INFO @log_variables: train gender_loss mean: 0.712289 2021-04-14 11:27:38.219: INFO @log_variables: train age_mae mean: 18.159607 2021-04-14 11:27:38.219: INFO @log_variables: train gender_accuracy mean: 0.544362 2021-04-14 11:27:38.219: INFO @log_variables: train gender_confidence/loss nanmean: 0.074845 2021-04-14 11:27:38.219: INFO @log_variables: train gender_confidence/accuracy mean: 0.517513 2021-04-14 11:27:38.219: INFO @log_variables: train age_confidence/loss mean: 0.037833 2021-04-14 11:27:38.219: INFO @log_variables: train age_confidence/accuracy mean: 0.828050 2021-04-14 11:27:38.220: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 11:27:38.221: INFO @metrics_hook: train age_mae: 18.160 +-0.200 (13818) 2021-04-14 11:27:38.222: INFO @metrics_hook: train gender_accuracy: 0.544 +-0.008 (13818) 2021-04-14 11:27:40.154: INFO @decay_lr : LR updated to `0.00029404485` 2021-04-14 11:27:40.156: INFO @log_profile : T train: 28.097359 2021-04-14 11:27:40.156: INFO @log_profile : T read data: 0.389234 2021-04-14 11:27:40.156: INFO @log_profile : T hooks: 2.498014 2021-04-14 11:27:40.156: INFO @main_loop : Epoch 4 done 2021-04-14 11:27:40.156: INFO @main_loop : Training epoch 5 2021-04-14 11:28:09.558: INFO @log_variables: train loss nanmean: 2.869607 2021-04-14 11:28:09.559: INFO @log_variables: train age_loss mean: 19.102636 2021-04-14 11:28:09.559: INFO @log_variables: train gender_loss mean: 0.696728 2021-04-14 11:28:09.559: INFO @log_variables: train age_mae mean: 18.072248 2021-04-14 11:28:09.559: INFO @log_variables: train gender_accuracy mean: 0.558449 2021-04-14 11:28:09.559: INFO @log_variables: train gender_confidence/loss nanmean: 0.074622 2021-04-14 11:28:09.559: INFO @log_variables: train gender_confidence/accuracy mean: 0.521774 2021-04-14 11:28:09.559: INFO @log_variables: train age_confidence/loss mean: 0.037034 2021-04-14 11:28:09.559: INFO @log_variables: train age_confidence/accuracy mean: 0.835431 2021-04-14 11:28:09.559: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 11:28:09.561: INFO @metrics_hook: train age_mae: 18.072 +-0.203 (13824) 2021-04-14 11:28:09.563: INFO @metrics_hook: train gender_accuracy: 0.558 +-0.008 (13824) 2021-04-14 11:28:11.295: INFO @decay_lr : LR updated to `0.0002925746` 2021-04-14 11:28:11.296: INFO @log_profile : T train: 28.509324 2021-04-14 11:28:11.296: INFO @log_profile : T read data: 0.259314 2021-04-14 11:28:11.297: INFO @log_profile : T hooks: 2.323077 2021-04-14 11:28:11.297: INFO @main_loop : Epoch 5 done 2021-04-14 11:28:11.297: INFO @main_loop : Training epoch 6 2021-04-14 11:28:41.193: INFO @log_variables: train loss nanmean: 2.789025 2021-04-14 11:28:41.193: INFO @log_variables: train age_loss mean: 18.816990 2021-04-14 11:28:41.193: INFO @log_variables: train gender_loss mean: 0.686798 2021-04-14 11:28:41.193: INFO @log_variables: train age_mae mean: 17.799404 2021-04-14 11:28:41.193: INFO @log_variables: train gender_accuracy mean: 0.568576 2021-04-14 11:28:41.193: INFO @log_variables: train gender_confidence/loss nanmean: 0.074196 2021-04-14 11:28:41.194: INFO @log_variables: train gender_confidence/accuracy mean: 0.542390 2021-04-14 11:28:41.194: INFO @log_variables: train age_confidence/loss mean: 0.037587 2021-04-14 11:28:41.194: INFO @log_variables: train age_confidence/accuracy mean: 0.834201 2021-04-14 11:28:41.194: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 11:28:41.196: INFO @metrics_hook: train age_mae: 17.799 +-0.201 (13824) 2021-04-14 11:28:41.198: INFO @metrics_hook: train gender_accuracy: 0.569 +-0.008 (13824) 2021-04-14 11:28:42.986: INFO @decay_lr : LR updated to `0.00029111173` 2021-04-14 11:28:42.987: INFO @log_profile : T train: 28.923327 2021-04-14 11:28:42.988: INFO @log_profile : T read data: 0.260478 2021-04-14 11:28:42.988: INFO @log_profile : T hooks: 2.457098 2021-04-14 11:28:42.988: INFO @main_loop : Epoch 6 done 2021-04-14 11:28:42.988: INFO @main_loop : Training epoch 7 2021-04-14 11:29:12.449: INFO @log_variables: train loss nanmean: 2.827335 2021-04-14 11:29:12.450: INFO @log_variables: train age_loss mean: 18.927771 2021-04-14 11:29:12.450: INFO @log_variables: train gender_loss mean: 0.687356 2021-04-14 11:29:12.450: INFO @log_variables: train age_mae mean: 17.933224 2021-04-14 11:29:12.450: INFO @log_variables: train gender_accuracy mean: 0.567086 2021-04-14 11:29:12.450: INFO @log_variables: train gender_confidence/loss nanmean: 0.074053 2021-04-14 11:29:12.450: INFO @log_variables: train gender_confidence/accuracy mean: 0.542047 2021-04-14 11:29:12.450: INFO @log_variables: train age_confidence/loss mean: 0.036273 2021-04-14 11:29:12.450: INFO @log_variables: train age_confidence/accuracy mean: 0.841077 2021-04-14 11:29:12.450: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 11:29:12.453: INFO @metrics_hook: train age_mae: 17.933 +-0.201 (13818) 2021-04-14 11:29:12.455: INFO @metrics_hook: train gender_accuracy: 0.567 +-0.008 (13818) 2021-04-14 11:29:14.228: INFO @decay_lr : LR updated to `0.00028965616` 2021-04-14 11:29:14.230: INFO @log_profile : T train: 28.441696 2021-04-14 11:29:14.230: INFO @log_profile : T read data: 0.392554 2021-04-14 11:29:14.230: INFO @log_profile : T hooks: 2.359167 2021-04-14 11:29:14.231: INFO @main_loop : Epoch 7 done 2021-04-14 11:29:14.231: INFO @main_loop : Training epoch 8 2021-04-14 11:29:43.034: INFO @log_variables: train loss nanmean: 2.811291 2021-04-14 11:29:43.034: INFO @log_variables: train age_loss mean: 18.660269 2021-04-14 11:29:43.034: INFO @log_variables: train gender_loss mean: 0.686574 2021-04-14 11:29:43.034: INFO @log_variables: train age_mae mean: 17.675447 2021-04-14 11:29:43.034: INFO @log_variables: train gender_accuracy mean: 0.564019 2021-04-14 11:29:43.034: INFO @log_variables: train gender_confidence/loss nanmean: 0.073714 2021-04-14 11:29:43.034: INFO @log_variables: train gender_confidence/accuracy mean: 0.535518 2021-04-14 11:29:43.034: INFO @log_variables: train age_confidence/loss mean: 0.036464 2021-04-14 11:29:43.034: INFO @log_variables: train age_confidence/accuracy mean: 0.842520 2021-04-14 11:29:43.035: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 11:29:43.037: INFO @metrics_hook: train age_mae: 17.675 +-0.198 (13824) 2021-04-14 11:29:43.038: INFO @metrics_hook: train gender_accuracy: 0.564 +-0.008 (13824) 2021-04-14 11:29:44.898: INFO @decay_lr : LR updated to `0.00028820787` 2021-04-14 11:29:44.900: INFO @log_profile : T train: 27.919565 2021-04-14 11:29:44.900: INFO @log_profile : T read data: 0.254275 2021-04-14 11:29:44.900: INFO @log_profile : T hooks: 2.446178 2021-04-14 11:29:44.900: INFO @main_loop : Epoch 8 done 2021-04-14 11:29:44.900: INFO @main_loop : Training epoch 9 2021-04-14 11:30:14.463: INFO @log_variables: train loss nanmean: 2.780739 2021-04-14 11:30:14.464: INFO @log_variables: train age_loss mean: 18.449812 2021-04-14 11:30:14.464: INFO @log_variables: train gender_loss mean: 0.675301 2021-04-14 11:30:14.464: INFO @log_variables: train age_mae mean: 17.472832 2021-04-14 11:30:14.464: INFO @log_variables: train gender_accuracy mean: 0.582031 2021-04-14 11:30:14.464: INFO @log_variables: train gender_confidence/loss nanmean: 0.074307 2021-04-14 11:30:14.464: INFO @log_variables: train gender_confidence/accuracy mean: 0.567419 2021-04-14 11:30:14.464: INFO @log_variables: train age_confidence/loss mean: 0.036730 2021-04-14 11:30:14.464: INFO @log_variables: train age_confidence/accuracy mean: 0.838325 2021-04-14 11:30:14.464: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 11:30:14.466: INFO @metrics_hook: train age_mae: 17.473 +-0.202 (13824) 2021-04-14 11:30:14.468: INFO @metrics_hook: train gender_accuracy: 0.582 +-0.008 (13824) 2021-04-14 11:30:16.573: INFO @decay_lr : LR updated to `0.00028676682` 2021-04-14 11:30:16.575: INFO @log_profile : T train: 28.669241 2021-04-14 11:30:16.575: INFO @log_profile : T read data: 0.258963 2021-04-14 11:30:16.575: INFO @log_profile : T hooks: 2.697368 2021-04-14 11:30:16.575: INFO @main_loop : Epoch 9 done 2021-04-14 11:30:16.575: INFO @main_loop : Training epoch 10 2021-04-14 11:30:45.798: INFO @log_variables: train loss nanmean: 2.804634 2021-04-14 11:30:45.799: INFO @log_variables: train age_loss mean: 18.404154 2021-04-14 11:30:45.799: INFO @log_variables: train gender_loss mean: 0.679661 2021-04-14 11:30:45.799: INFO @log_variables: train age_mae mean: 17.448776 2021-04-14 11:30:45.799: INFO @log_variables: train gender_accuracy mean: 0.577869 2021-04-14 11:30:45.799: INFO @log_variables: train gender_confidence/loss nanmean: 0.074450 2021-04-14 11:30:45.799: INFO @log_variables: train gender_confidence/accuracy mean: 0.558764 2021-04-14 11:30:45.799: INFO @log_variables: train age_confidence/loss mean: 0.036995 2021-04-14 11:30:45.799: INFO @log_variables: train age_confidence/accuracy mean: 0.835649 2021-04-14 11:30:45.799: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 11:30:45.801: INFO @metrics_hook: train age_mae: 17.449 +-0.200 (13818) 2021-04-14 11:30:45.803: INFO @metrics_hook: train gender_accuracy: 0.578 +-0.008 (13818) 2021-04-14 11:30:47.671: INFO @decay_lr : LR updated to `0.000285333` 2021-04-14 11:30:47.672: INFO @log_profile : T train: 28.231324 2021-04-14 11:30:47.672: INFO @log_profile : T read data: 0.378386 2021-04-14 11:30:47.672: INFO @log_profile : T hooks: 2.438663 2021-04-14 11:30:47.672: INFO @main_loop : Epoch 10 done 2021-04-14 11:30:47.672: INFO @main_loop : Training epoch 11 2021-04-14 11:31:17.187: INFO @log_variables: train loss nanmean: 2.721019 2021-04-14 11:31:17.188: INFO @log_variables: train age_loss mean: 18.092392 2021-04-14 11:31:17.188: INFO @log_variables: train gender_loss mean: 0.668180 2021-04-14 11:31:17.188: INFO @log_variables: train age_mae mean: 17.153816 2021-04-14 11:31:17.188: INFO @log_variables: train gender_accuracy mean: 0.592448 2021-04-14 11:31:17.188: INFO @log_variables: train gender_confidence/loss nanmean: 0.075004 2021-04-14 11:31:17.188: INFO @log_variables: train gender_confidence/accuracy mean: 0.565394 2021-04-14 11:31:17.188: INFO @log_variables: train age_confidence/loss mean: 0.037130 2021-04-14 11:31:17.188: INFO @log_variables: train age_confidence/accuracy mean: 0.833912 2021-04-14 11:31:17.188: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 11:31:17.190: INFO @metrics_hook: train age_mae: 17.154 +-0.199 (13824) 2021-04-14 11:31:17.192: INFO @metrics_hook: train gender_accuracy: 0.592 +-0.008 (13824) 2021-04-14 11:31:19.047: INFO @decay_lr : LR updated to `0.00028390632` 2021-04-14 11:31:19.048: INFO @log_profile : T train: 28.628133 2021-04-14 11:31:19.048: INFO @log_profile : T read data: 0.262995 2021-04-14 11:31:19.048: INFO @log_profile : T hooks: 2.435881 2021-04-14 11:31:19.048: INFO @main_loop : Epoch 11 done 2021-04-14 11:31:19.048: INFO @main_loop : Training epoch 12 2021-04-14 11:31:48.551: INFO @log_variables: train loss nanmean: 2.740575 2021-04-14 11:31:48.551: INFO @log_variables: train age_loss mean: 17.958370 2021-04-14 11:31:48.551: INFO @log_variables: train gender_loss mean: 0.673602 2021-04-14 11:31:48.551: INFO @log_variables: train age_mae mean: 17.032656 2021-04-14 11:31:48.551: INFO @log_variables: train gender_accuracy mean: 0.581525 2021-04-14 11:31:48.552: INFO @log_variables: train gender_confidence/loss nanmean: 0.074281 2021-04-14 11:31:48.552: INFO @log_variables: train gender_confidence/accuracy mean: 0.559245 2021-04-14 11:31:48.552: INFO @log_variables: train age_confidence/loss mean: 0.037611 2021-04-14 11:31:48.552: INFO @log_variables: train age_confidence/accuracy mean: 0.831597 2021-04-14 11:31:48.552: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 11:31:48.554: INFO @metrics_hook: train age_mae: 17.033 +-0.199 (13824) 2021-04-14 11:31:48.556: INFO @metrics_hook: train gender_accuracy: 0.582 +-0.008 (13824) 2021-04-14 11:31:50.417: INFO @decay_lr : LR updated to `0.00028248678` 2021-04-14 11:31:50.418: INFO @log_profile : T train: 28.604494 2021-04-14 11:31:50.418: INFO @log_profile : T read data: 0.263971 2021-04-14 11:31:50.418: INFO @log_profile : T hooks: 2.452216 2021-04-14 11:31:50.418: INFO @main_loop : Epoch 12 done 2021-04-14 11:31:50.418: INFO @main_loop : Training epoch 13 2021-04-14 11:32:19.884: INFO @log_variables: train loss nanmean: 2.728552 2021-04-14 11:32:19.884: INFO @log_variables: train age_loss mean: 17.948500 2021-04-14 11:32:19.884: INFO @log_variables: train gender_loss mean: 0.670434 2021-04-14 11:32:19.884: INFO @log_variables: train age_mae mean: 17.027882 2021-04-14 11:32:19.884: INFO @log_variables: train gender_accuracy mean: 0.590639 2021-04-14 11:32:19.884: INFO @log_variables: train gender_confidence/loss nanmean: 0.074832 2021-04-14 11:32:19.884: INFO @log_variables: train gender_confidence/accuracy mean: 0.560475 2021-04-14 11:32:19.885: INFO @log_variables: train age_confidence/loss mean: 0.037047 2021-04-14 11:32:19.885: INFO @log_variables: train age_confidence/accuracy mean: 0.835576 2021-04-14 11:32:19.885: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 11:32:19.887: INFO @metrics_hook: train age_mae: 17.028 +-0.199 (13824) 2021-04-14 11:32:19.889: INFO @metrics_hook: train gender_accuracy: 0.591 +-0.008 (13824) 2021-04-14 11:32:21.717: INFO @decay_lr : LR updated to `0.00028107435` 2021-04-14 11:32:21.719: INFO @log_profile : T train: 28.587775 2021-04-14 11:32:21.719: INFO @log_profile : T read data: 0.252808 2021-04-14 11:32:21.719: INFO @log_profile : T hooks: 2.411850 2021-04-14 11:32:21.719: INFO @main_loop : Epoch 13 done 2021-04-14 11:32:21.719: INFO @main_loop : Training epoch 14 2021-04-14 11:32:51.437: INFO @log_variables: train loss nanmean: 2.703164 2021-04-14 11:32:51.437: INFO @log_variables: train age_loss mean: 17.812868 2021-04-14 11:32:51.438: INFO @log_variables: train gender_loss mean: 0.668380 2021-04-14 11:32:51.438: INFO @log_variables: train age_mae mean: 16.899027 2021-04-14 11:32:51.438: INFO @log_variables: train gender_accuracy mean: 0.590534 2021-04-14 11:32:51.438: INFO @log_variables: train gender_confidence/loss nanmean: 0.074861 2021-04-14 11:32:51.438: INFO @log_variables: train gender_confidence/accuracy mean: 0.565277 2021-04-14 11:32:51.438: INFO @log_variables: train age_confidence/loss mean: 0.037417 2021-04-14 11:32:51.438: INFO @log_variables: train age_confidence/accuracy mean: 0.833116 2021-04-14 11:32:51.438: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 11:32:51.441: INFO @metrics_hook: train age_mae: 16.899 +-0.199 (13818) 2021-04-14 11:32:51.444: INFO @metrics_hook: train gender_accuracy: 0.591 +-0.008 (13818) 2021-04-14 11:32:53.231: INFO @decay_lr : LR updated to `0.00027966898` 2021-04-14 11:32:53.233: INFO @log_profile : T train: 28.685991 2021-04-14 11:32:53.233: INFO @log_profile : T read data: 0.371468 2021-04-14 11:32:53.233: INFO @log_profile : T hooks: 2.407447 2021-04-14 11:32:53.233: INFO @main_loop : Epoch 14 done 2021-04-14 11:32:53.233: INFO @main_loop : Training epoch 15 2021-04-14 11:33:22.753: INFO @log_variables: train loss nanmean: 2.688317 2021-04-14 11:33:22.753: INFO @log_variables: train age_loss mean: 17.659744 2021-04-14 11:33:22.753: INFO @log_variables: train gender_loss mean: 0.669146 2021-04-14 11:33:22.753: INFO @log_variables: train age_mae mean: 16.753704 2021-04-14 11:33:22.753: INFO @log_variables: train gender_accuracy mean: 0.593099 2021-04-14 11:33:22.753: INFO @log_variables: train gender_confidence/loss nanmean: 0.074894 2021-04-14 11:33:22.754: INFO @log_variables: train gender_confidence/accuracy mean: 0.570457 2021-04-14 11:33:22.754: INFO @log_variables: train age_confidence/loss mean: 0.038135 2021-04-14 11:33:22.754: INFO @log_variables: train age_confidence/accuracy mean: 0.827329 2021-04-14 11:33:22.754: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 11:33:22.756: INFO @metrics_hook: train age_mae: 16.754 +-0.198 (13824) 2021-04-14 11:33:22.757: INFO @metrics_hook: train gender_accuracy: 0.593 +-0.008 (13824) 2021-04-14 11:33:24.819: INFO @decay_lr : LR updated to `0.00027827063` 2021-04-14 11:33:24.820: INFO @log_profile : T train: 28.639232 2021-04-14 11:33:24.820: INFO @log_profile : T read data: 0.254615 2021-04-14 11:33:24.820: INFO @log_profile : T hooks: 2.643168 2021-04-14 11:33:24.820: INFO @main_loop : Epoch 15 done 2021-04-14 11:33:24.820: INFO @main_loop : Training epoch 16 2021-04-14 11:33:53.538: INFO @log_variables: train loss nanmean: 2.662230 2021-04-14 11:33:53.539: INFO @log_variables: train age_loss mean: 17.467394 2021-04-14 11:33:53.539: INFO @log_variables: train gender_loss mean: 0.662982 2021-04-14 11:33:53.539: INFO @log_variables: train age_mae mean: 16.572283 2021-04-14 11:33:53.539: INFO @log_variables: train gender_accuracy mean: 0.601128 2021-04-14 11:33:53.539: INFO @log_variables: train gender_confidence/loss nanmean: 0.075121 2021-04-14 11:33:53.539: INFO @log_variables: train gender_confidence/accuracy mean: 0.577040 2021-04-14 11:33:53.539: INFO @log_variables: train age_confidence/loss mean: 0.038123 2021-04-14 11:33:53.539: INFO @log_variables: train age_confidence/accuracy mean: 0.827980 2021-04-14 11:33:53.539: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 11:33:53.541: INFO @metrics_hook: train age_mae: 16.572 +-0.195 (13824) 2021-04-14 11:33:53.543: INFO @metrics_hook: train gender_accuracy: 0.601 +-0.008 (13824) 2021-04-14 11:33:55.365: INFO @decay_lr : LR updated to `0.00027687926` 2021-04-14 11:33:55.367: INFO @log_profile : T train: 27.849622 2021-04-14 11:33:55.367: INFO @log_profile : T read data: 0.258573 2021-04-14 11:33:55.367: INFO @log_profile : T hooks: 2.391361 2021-04-14 11:33:55.367: INFO @main_loop : Epoch 16 done 2021-04-14 11:33:55.367: INFO @main_loop : Training epoch 17 2021-04-14 11:34:24.922: INFO @log_variables: train loss nanmean: 2.656031 2021-04-14 11:34:24.922: INFO @log_variables: train age_loss mean: 17.414934 2021-04-14 11:34:24.922: INFO @log_variables: train gender_loss mean: 0.667931 2021-04-14 11:34:24.922: INFO @log_variables: train age_mae mean: 16.521339 2021-04-14 11:34:24.922: INFO @log_variables: train gender_accuracy mean: 0.593284 2021-04-14 11:34:24.922: INFO @log_variables: train gender_confidence/loss nanmean: 0.074781 2021-04-14 11:34:24.922: INFO @log_variables: train gender_confidence/accuracy mean: 0.572297 2021-04-14 11:34:24.922: INFO @log_variables: train age_confidence/loss mean: 0.038418 2021-04-14 11:34:24.922: INFO @log_variables: train age_confidence/accuracy mean: 0.828702 2021-04-14 11:34:24.923: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 11:34:24.924: INFO @metrics_hook: train age_mae: 16.521 +-0.198 (13818) 2021-04-14 11:34:24.926: INFO @metrics_hook: train gender_accuracy: 0.593 +-0.008 (13818) 2021-04-14 11:34:26.808: INFO @decay_lr : LR updated to `0.00027549488` 2021-04-14 11:34:26.810: INFO @log_profile : T train: 28.534336 2021-04-14 11:34:26.810: INFO @log_profile : T read data: 0.391241 2021-04-14 11:34:26.810: INFO @log_profile : T hooks: 2.467723 2021-04-14 11:34:26.810: INFO @main_loop : Epoch 17 done 2021-04-14 11:34:26.810: INFO @main_loop : Training epoch 18 2021-04-14 11:34:55.637: INFO @log_variables: train loss nanmean: 2.659318 2021-04-14 11:34:55.637: INFO @log_variables: train age_loss mean: 17.658356 2021-04-14 11:34:55.637: INFO @log_variables: train gender_loss mean: 0.656862 2021-04-14 11:34:55.637: INFO @log_variables: train age_mae mean: 16.773479 2021-04-14 11:34:55.637: INFO @log_variables: train gender_accuracy mean: 0.609158 2021-04-14 11:34:55.637: INFO @log_variables: train gender_confidence/loss nanmean: 0.075602 2021-04-14 11:34:55.637: INFO @log_variables: train gender_confidence/accuracy mean: 0.580801 2021-04-14 11:34:55.637: INFO @log_variables: train age_confidence/loss mean: 0.037696 2021-04-14 11:34:55.637: INFO @log_variables: train age_confidence/accuracy mean: 0.831091 2021-04-14 11:34:55.637: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 11:34:55.639: INFO @metrics_hook: train age_mae: 16.773 +-0.199 (13824) 2021-04-14 11:34:55.641: INFO @metrics_hook: train gender_accuracy: 0.609 +-0.008 (13824) 2021-04-14 11:34:57.502: INFO @decay_lr : LR updated to `0.0002741174` 2021-04-14 11:34:57.503: INFO @log_profile : T train: 27.931467 2021-04-14 11:34:57.503: INFO @log_profile : T read data: 0.265952 2021-04-14 11:34:57.503: INFO @log_profile : T hooks: 2.447070 2021-04-14 11:34:57.504: INFO @main_loop : Epoch 18 done 2021-04-14 11:34:57.504: INFO @main_loop : Training epoch 19 2021-04-14 11:35:26.226: INFO @log_variables: train loss nanmean: 2.634606 2021-04-14 11:35:26.226: INFO @log_variables: train age_loss mean: 17.342075 2021-04-14 11:35:26.226: INFO @log_variables: train gender_loss mean: 0.659685 2021-04-14 11:35:26.226: INFO @log_variables: train age_mae mean: 16.461248 2021-04-14 11:35:26.226: INFO @log_variables: train gender_accuracy mean: 0.610026 2021-04-14 11:35:26.226: INFO @log_variables: train gender_confidence/loss nanmean: 0.075800 2021-04-14 11:35:26.226: INFO @log_variables: train gender_confidence/accuracy mean: 0.583189 2021-04-14 11:35:26.226: INFO @log_variables: train age_confidence/loss mean: 0.037990 2021-04-14 11:35:26.227: INFO @log_variables: train age_confidence/accuracy mean: 0.828270 2021-04-14 11:35:26.227: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 11:35:26.228: INFO @metrics_hook: train age_mae: 16.461 +-0.196 (13824) 2021-04-14 11:35:26.229: INFO @metrics_hook: train gender_accuracy: 0.610 +-0.008 (13824) 2021-04-14 11:35:28.101: INFO @decay_lr : LR updated to `0.0002727468` 2021-04-14 11:35:28.102: INFO @log_profile : T train: 27.886772 2021-04-14 11:35:28.102: INFO @log_profile : T read data: 0.249518 2021-04-14 11:35:28.102: INFO @log_profile : T hooks: 2.413980 2021-04-14 11:35:28.102: INFO @main_loop : Epoch 19 done 2021-04-14 11:35:28.102: INFO @main_loop : Training epoch 20 2021-04-14 11:35:57.737: INFO @log_variables: train loss nanmean: 2.647679 2021-04-14 11:35:57.738: INFO @log_variables: train age_loss mean: 17.211336 2021-04-14 11:35:57.738: INFO @log_variables: train gender_loss mean: 0.658692 2021-04-14 11:35:57.738: INFO @log_variables: train age_mae mean: 16.340147 2021-04-14 11:35:57.738: INFO @log_variables: train gender_accuracy mean: 0.603561 2021-04-14 11:35:57.738: INFO @log_variables: train gender_confidence/loss nanmean: 0.075363 2021-04-14 11:35:57.738: INFO @log_variables: train gender_confidence/accuracy mean: 0.578665 2021-04-14 11:35:57.738: INFO @log_variables: train age_confidence/loss mean: 0.038396 2021-04-14 11:35:57.738: INFO @log_variables: train age_confidence/accuracy mean: 0.825590 2021-04-14 11:35:57.738: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 11:35:57.740: INFO @metrics_hook: train age_mae: 16.340 +-0.195 (13818) 2021-04-14 11:35:57.742: INFO @metrics_hook: train gender_accuracy: 0.604 +-0.008 (13818) 2021-04-14 11:35:59.682: INFO @decay_lr : LR updated to `0.00027138306` 2021-04-14 11:35:59.683: INFO @log_profile : T train: 28.603117 2021-04-14 11:35:59.684: INFO @log_profile : T read data: 0.394036 2021-04-14 11:35:59.684: INFO @log_profile : T hooks: 2.533100 2021-04-14 11:35:59.684: INFO @main_loop : Epoch 20 done 2021-04-14 11:35:59.684: INFO @main_loop : Training epoch 21 2021-04-14 11:36:29.741: INFO @log_variables: train loss nanmean: 2.620242 2021-04-14 11:36:29.741: INFO @log_variables: train age_loss mean: 16.948120 2021-04-14 11:36:29.741: INFO @log_variables: train gender_loss mean: 0.656395 2021-04-14 11:36:29.742: INFO @log_variables: train age_mae mean: 16.079643 2021-04-14 11:36:29.742: INFO @log_variables: train gender_accuracy mean: 0.607683 2021-04-14 11:36:29.742: INFO @log_variables: train gender_confidence/loss nanmean: 0.075617 2021-04-14 11:36:29.742: INFO @log_variables: train gender_confidence/accuracy mean: 0.580120 2021-04-14 11:36:29.742: INFO @log_variables: train age_confidence/loss mean: 0.039522 2021-04-14 11:36:29.742: INFO @log_variables: train age_confidence/accuracy mean: 0.817044 2021-04-14 11:36:29.742: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 11:36:29.743: INFO @metrics_hook: train age_mae: 16.080 +-0.195 (13823) 2021-04-14 11:36:29.745: INFO @metrics_hook: train gender_accuracy: 0.608 +-0.008 (13823) 2021-04-14 11:36:31.593: INFO @decay_lr : LR updated to `0.00027002615` 2021-04-14 11:36:31.595: INFO @log_profile : T train: 29.165705 2021-04-14 11:36:31.595: INFO @log_profile : T read data: 0.260023 2021-04-14 11:36:31.595: INFO @log_profile : T hooks: 2.436142 2021-04-14 11:36:31.595: INFO @main_loop : Epoch 21 done 2021-04-14 11:36:31.595: INFO @main_loop : Training epoch 22 2021-04-14 11:37:01.370: INFO @log_variables: train loss nanmean: 2.626524 2021-04-14 11:37:01.370: INFO @log_variables: train age_loss mean: 17.190077 2021-04-14 11:37:01.370: INFO @log_variables: train gender_loss mean: 0.655017 2021-04-14 11:37:01.370: INFO @log_variables: train age_mae mean: 16.327299 2021-04-14 11:37:01.370: INFO @log_variables: train gender_accuracy mean: 0.613571 2021-04-14 11:37:01.371: INFO @log_variables: train gender_confidence/loss nanmean: 0.075860 2021-04-14 11:37:01.371: INFO @log_variables: train gender_confidence/accuracy mean: 0.584563 2021-04-14 11:37:01.371: INFO @log_variables: train age_confidence/loss mean: 0.038797 2021-04-14 11:37:01.371: INFO @log_variables: train age_confidence/accuracy mean: 0.824870 2021-04-14 11:37:01.371: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 11:37:01.374: INFO @metrics_hook: train age_mae: 16.327 +-0.197 (13824) 2021-04-14 11:37:01.377: INFO @metrics_hook: train gender_accuracy: 0.614 +-0.008 (13824) 2021-04-14 11:37:03.288: INFO @decay_lr : LR updated to `0.00026867603` 2021-04-14 11:37:03.289: INFO @log_profile : T train: 28.867370 2021-04-14 11:37:03.289: INFO @log_profile : T read data: 0.268154 2021-04-14 11:37:03.289: INFO @log_profile : T hooks: 2.509226 2021-04-14 11:37:03.289: INFO @main_loop : Epoch 22 done 2021-04-14 11:37:03.289: INFO @main_loop : Training epoch 23 2021-04-14 11:37:32.449: INFO @log_variables: train loss nanmean: 2.594177 2021-04-14 11:37:32.449: INFO @log_variables: train age_loss mean: 16.874863 2021-04-14 11:37:32.450: INFO @log_variables: train gender_loss mean: 0.652189 2021-04-14 11:37:32.450: INFO @log_variables: train age_mae mean: 16.014517 2021-04-14 11:37:32.450: INFO @log_variables: train gender_accuracy mean: 0.610870 2021-04-14 11:37:32.450: INFO @log_variables: train gender_confidence/loss nanmean: 0.075354 2021-04-14 11:37:32.450: INFO @log_variables: train gender_confidence/accuracy mean: 0.585685 2021-04-14 11:37:32.450: INFO @log_variables: train age_confidence/loss mean: 0.039145 2021-04-14 11:37:32.450: INFO @log_variables: train age_confidence/accuracy mean: 0.820813 2021-04-14 11:37:32.450: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 11:37:32.452: INFO @metrics_hook: train age_mae: 16.015 +-0.196 (13818) 2021-04-14 11:37:32.454: INFO @metrics_hook: train gender_accuracy: 0.611 +-0.008 (13818) 2021-04-14 11:37:34.578: INFO @decay_lr : LR updated to `0.00026733265` 2021-04-14 11:37:34.579: INFO @log_profile : T train: 28.150559 2021-04-14 11:37:34.579: INFO @log_profile : T read data: 0.378993 2021-04-14 11:37:34.579: INFO @log_profile : T hooks: 2.710654 2021-04-14 11:37:34.579: INFO @main_loop : Epoch 23 done 2021-04-14 11:37:34.579: INFO @main_loop : Training epoch 24 2021-04-14 11:38:03.428: INFO @log_variables: train loss nanmean: 2.561751 2021-04-14 11:38:03.428: INFO @log_variables: train age_loss mean: 16.805302 2021-04-14 11:38:03.428: INFO @log_variables: train gender_loss mean: 0.655029 2021-04-14 11:38:03.428: INFO @log_variables: train age_mae mean: 15.947419 2021-04-14 11:38:03.428: INFO @log_variables: train gender_accuracy mean: 0.615090 2021-04-14 11:38:03.428: INFO @log_variables: train gender_confidence/loss nanmean: 0.075827 2021-04-14 11:38:03.428: INFO @log_variables: train gender_confidence/accuracy mean: 0.589916 2021-04-14 11:38:03.428: INFO @log_variables: train age_confidence/loss mean: 0.039382 2021-04-14 11:38:03.429: INFO @log_variables: train age_confidence/accuracy mean: 0.815972 2021-04-14 11:38:03.429: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 11:38:03.431: INFO @metrics_hook: train age_mae: 15.947 +-0.195 (13824) 2021-04-14 11:38:03.432: INFO @metrics_hook: train gender_accuracy: 0.615 +-0.008 (13824) 2021-04-14 11:38:05.305: INFO @decay_lr : LR updated to `0.000265996` 2021-04-14 11:38:05.307: INFO @log_profile : T train: 27.946993 2021-04-14 11:38:05.307: INFO @log_profile : T read data: 0.268514 2021-04-14 11:38:05.307: INFO @log_profile : T hooks: 2.463602 2021-04-14 11:38:05.307: INFO @main_loop : Epoch 24 done 2021-04-14 11:38:05.307: INFO @main_loop : Training epoch 25 2021-04-14 11:38:34.801: INFO @log_variables: train loss nanmean: 2.559365 2021-04-14 11:38:34.801: INFO @log_variables: train age_loss mean: 16.735813 2021-04-14 11:38:34.801: INFO @log_variables: train gender_loss mean: 0.647996 2021-04-14 11:38:34.802: INFO @log_variables: train age_mae mean: 15.879589 2021-04-14 11:38:34.802: INFO @log_variables: train gender_accuracy mean: 0.624204 2021-04-14 11:38:34.802: INFO @log_variables: train gender_confidence/loss nanmean: 0.076428 2021-04-14 11:38:34.802: INFO @log_variables: train gender_confidence/accuracy mean: 0.591074 2021-04-14 11:38:34.802: INFO @log_variables: train age_confidence/loss mean: 0.039866 2021-04-14 11:38:34.802: INFO @log_variables: train age_confidence/accuracy mean: 0.814019 2021-04-14 11:38:34.802: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 11:38:34.804: INFO @metrics_hook: train age_mae: 15.880 +-0.195 (13824) 2021-04-14 11:38:34.806: INFO @metrics_hook: train gender_accuracy: 0.624 +-0.008 (13824) 2021-04-14 11:38:36.723: INFO @decay_lr : LR updated to `0.000264666` 2021-04-14 11:38:36.724: INFO @log_profile : T train: 28.596896 2021-04-14 11:38:36.724: INFO @log_profile : T read data: 0.267254 2021-04-14 11:38:36.724: INFO @log_profile : T hooks: 2.504604 2021-04-14 11:38:36.725: INFO @main_loop : Epoch 25 done 2021-04-14 11:38:36.725: INFO @main_loop : Training epoch 26 2021-04-14 11:39:06.285: INFO @log_variables: train loss nanmean: 2.546809 2021-04-14 11:39:06.285: INFO @log_variables: train age_loss mean: 16.466169 2021-04-14 11:39:06.285: INFO @log_variables: train gender_loss mean: 0.643011 2021-04-14 11:39:06.285: INFO @log_variables: train age_mae mean: 15.615422 2021-04-14 11:39:06.285: INFO @log_variables: train gender_accuracy mean: 0.624638 2021-04-14 11:39:06.285: INFO @log_variables: train gender_confidence/loss nanmean: 0.075965 2021-04-14 11:39:06.285: INFO @log_variables: train gender_confidence/accuracy mean: 0.594546 2021-04-14 11:39:06.285: INFO @log_variables: train age_confidence/loss mean: 0.040855 2021-04-14 11:39:06.285: INFO @log_variables: train age_confidence/accuracy mean: 0.805194 2021-04-14 11:39:06.285: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 11:39:06.287: INFO @metrics_hook: train age_mae: 15.615 +-0.194 (13824) 2021-04-14 11:39:06.289: INFO @metrics_hook: train gender_accuracy: 0.625 +-0.008 (13824) 2021-04-14 11:39:08.144: INFO @decay_lr : LR updated to `0.0002633427` 2021-04-14 11:39:08.146: INFO @log_profile : T train: 28.663095 2021-04-14 11:39:08.146: INFO @log_profile : T read data: 0.265588 2021-04-14 11:39:08.146: INFO @log_profile : T hooks: 2.443504 2021-04-14 11:39:08.146: INFO @main_loop : Epoch 26 done 2021-04-14 11:39:08.146: INFO @main_loop : Training epoch 27 2021-04-14 11:39:37.673: INFO @log_variables: train loss nanmean: 2.593963 2021-04-14 11:39:37.673: INFO @log_variables: train age_loss mean: 16.716896 2021-04-14 11:39:37.674: INFO @log_variables: train gender_loss mean: 0.642427 2021-04-14 11:39:37.674: INFO @log_variables: train age_mae mean: 15.872374 2021-04-14 11:39:37.674: INFO @log_variables: train gender_accuracy mean: 0.633087 2021-04-14 11:39:37.674: INFO @log_variables: train gender_confidence/loss nanmean: 0.076354 2021-04-14 11:39:37.674: INFO @log_variables: train gender_confidence/accuracy mean: 0.607541 2021-04-14 11:39:37.674: INFO @log_variables: train age_confidence/loss mean: 0.039380 2021-04-14 11:39:37.674: INFO @log_variables: train age_confidence/accuracy mean: 0.817702 2021-04-14 11:39:37.674: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 11:39:37.676: INFO @metrics_hook: train age_mae: 15.872 +-0.194 (13818) 2021-04-14 11:39:37.678: INFO @metrics_hook: train gender_accuracy: 0.633 +-0.008 (13818) 2021-04-14 11:39:39.548: INFO @decay_lr : LR updated to `0.00026202598` 2021-04-14 11:39:39.550: INFO @log_profile : T train: 28.504168 2021-04-14 11:39:39.550: INFO @log_profile : T read data: 0.394611 2021-04-14 11:39:39.550: INFO @log_profile : T hooks: 2.455293 2021-04-14 11:39:39.550: INFO @main_loop : Epoch 27 done 2021-04-14 11:39:39.550: INFO @main_loop : Training epoch 28 2021-04-14 11:40:09.031: INFO @log_variables: train loss nanmean: 2.538345 2021-04-14 11:40:09.031: INFO @log_variables: train age_loss mean: 16.531227 2021-04-14 11:40:09.031: INFO @log_variables: train gender_loss mean: 0.636621 2021-04-14 11:40:09.031: INFO @log_variables: train age_mae mean: 15.690039 2021-04-14 11:40:09.031: INFO @log_variables: train gender_accuracy mean: 0.638093 2021-04-14 11:40:09.031: INFO @log_variables: train gender_confidence/loss nanmean: 0.076737 2021-04-14 11:40:09.031: INFO @log_variables: train gender_confidence/accuracy mean: 0.606120 2021-04-14 11:40:09.031: INFO @log_variables: train age_confidence/loss mean: 0.040234 2021-04-14 11:40:09.031: INFO @log_variables: train age_confidence/accuracy mean: 0.813151 2021-04-14 11:40:09.031: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 11:40:09.033: INFO @metrics_hook: train age_mae: 15.690 +-0.193 (13824) 2021-04-14 11:40:09.035: INFO @metrics_hook: train gender_accuracy: 0.638 +-0.008 (13824) 2021-04-14 11:40:10.880: INFO @decay_lr : LR updated to `0.00026071584` 2021-04-14 11:40:10.881: INFO @log_profile : T train: 28.587952 2021-04-14 11:40:10.881: INFO @log_profile : T read data: 0.266313 2021-04-14 11:40:10.881: INFO @log_profile : T hooks: 2.427890 2021-04-14 11:40:10.881: INFO @main_loop : Epoch 28 done 2021-04-14 11:40:10.881: INFO @main_loop : Training epoch 29 2021-04-14 11:40:40.371: INFO @log_variables: train loss nanmean: 2.528548 2021-04-14 11:40:40.371: INFO @log_variables: train age_loss mean: 16.440292 2021-04-14 11:40:40.371: INFO @log_variables: train gender_loss mean: 0.634761 2021-04-14 11:40:40.372: INFO @log_variables: train age_mae mean: 15.601269 2021-04-14 11:40:40.372: INFO @log_variables: train gender_accuracy mean: 0.639251 2021-04-14 11:40:40.372: INFO @log_variables: train gender_confidence/loss nanmean: 0.076776 2021-04-14 11:40:40.372: INFO @log_variables: train gender_confidence/accuracy mean: 0.611039 2021-04-14 11:40:40.372: INFO @log_variables: train age_confidence/loss mean: 0.040549 2021-04-14 11:40:40.372: INFO @log_variables: train age_confidence/accuracy mean: 0.811487 2021-04-14 11:40:40.372: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 11:40:40.373: INFO @metrics_hook: train age_mae: 15.601 +-0.195 (13824) 2021-04-14 11:40:40.375: INFO @metrics_hook: train gender_accuracy: 0.639 +-0.008 (13824) 2021-04-14 11:40:42.261: INFO @decay_lr : LR updated to `0.00025941225` 2021-04-14 11:40:42.262: INFO @log_profile : T train: 28.594249 2021-04-14 11:40:42.262: INFO @log_profile : T read data: 0.270569 2021-04-14 11:40:42.262: INFO @log_profile : T hooks: 2.466714 2021-04-14 11:40:42.262: INFO @main_loop : Epoch 29 done 2021-04-14 11:40:42.262: INFO @main_loop : Training epoch 30 2021-04-14 11:41:11.948: INFO @log_variables: train loss nanmean: 2.508174 2021-04-14 11:41:11.948: INFO @log_variables: train age_loss mean: 16.360531 2021-04-14 11:41:11.948: INFO @log_variables: train gender_loss mean: 0.630388 2021-04-14 11:41:11.948: INFO @log_variables: train age_mae mean: 15.527969 2021-04-14 11:41:11.948: INFO @log_variables: train gender_accuracy mean: 0.643291 2021-04-14 11:41:11.948: INFO @log_variables: train gender_confidence/loss nanmean: 0.077116 2021-04-14 11:41:11.948: INFO @log_variables: train gender_confidence/accuracy mean: 0.614416 2021-04-14 11:41:11.948: INFO @log_variables: train age_confidence/loss mean: 0.040090 2021-04-14 11:41:11.948: INFO @log_variables: train age_confidence/accuracy mean: 0.812780 2021-04-14 11:41:11.948: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 11:41:11.950: INFO @metrics_hook: train age_mae: 15.528 +-0.194 (13818) 2021-04-14 11:41:11.952: INFO @metrics_hook: train gender_accuracy: 0.643 +-0.008 (13818) 2021-04-14 11:41:13.775: INFO @decay_lr : LR updated to `0.00025811518` 2021-04-14 11:41:13.777: INFO @log_profile : T train: 28.668294 2021-04-14 11:41:13.777: INFO @log_profile : T read data: 0.394976 2021-04-14 11:41:13.777: INFO @log_profile : T hooks: 2.401660 2021-04-14 11:41:13.777: INFO @main_loop : Epoch 30 done 2021-04-14 11:41:13.777: INFO @main_loop : Training epoch 31 2021-04-14 11:41:42.650: INFO @log_variables: train loss nanmean: 2.509986 2021-04-14 11:41:42.650: INFO @log_variables: train age_loss mean: 16.075523 2021-04-14 11:41:42.650: INFO @log_variables: train gender_loss mean: 0.628773 2021-04-14 11:41:42.650: INFO @log_variables: train age_mae mean: 15.242932 2021-04-14 11:41:42.650: INFO @log_variables: train gender_accuracy mean: 0.645084 2021-04-14 11:41:42.651: INFO @log_variables: train gender_confidence/loss nanmean: 0.076841 2021-04-14 11:41:42.651: INFO @log_variables: train gender_confidence/accuracy mean: 0.616436 2021-04-14 11:41:42.651: INFO @log_variables: train age_confidence/loss mean: 0.041244 2021-04-14 11:41:42.651: INFO @log_variables: train age_confidence/accuracy mean: 0.804384 2021-04-14 11:41:42.651: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 11:41:42.653: INFO @metrics_hook: train age_mae: 15.243 +-0.191 (13823) 2021-04-14 11:41:42.655: INFO @metrics_hook: train gender_accuracy: 0.645 +-0.008 (13823) 2021-04-14 11:41:44.853: INFO @decay_lr : LR updated to `0.0002568246` 2021-04-14 11:41:44.854: INFO @log_profile : T train: 27.983650 2021-04-14 11:41:44.854: INFO @log_profile : T read data: 0.262297 2021-04-14 11:41:44.854: INFO @log_profile : T hooks: 2.782710 2021-04-14 11:41:44.854: INFO @main_loop : Epoch 31 done 2021-04-14 11:41:44.854: INFO @main_loop : Training epoch 32 2021-04-14 11:42:14.415: INFO @log_variables: train loss nanmean: 2.464734 2021-04-14 11:42:14.415: INFO @log_variables: train age_loss mean: 15.968841 2021-04-14 11:42:14.415: INFO @log_variables: train gender_loss mean: 0.621971 2021-04-14 11:42:14.415: INFO @log_variables: train age_mae mean: 15.137890 2021-04-14 11:42:14.416: INFO @log_variables: train gender_accuracy mean: 0.650969 2021-04-14 11:42:14.416: INFO @log_variables: train gender_confidence/loss nanmean: 0.076752 2021-04-14 11:42:14.416: INFO @log_variables: train gender_confidence/accuracy mean: 0.623409 2021-04-14 11:42:14.416: INFO @log_variables: train age_confidence/loss mean: 0.041561 2021-04-14 11:42:14.416: INFO @log_variables: train age_confidence/accuracy mean: 0.799551 2021-04-14 11:42:14.416: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 11:42:14.418: INFO @metrics_hook: train age_mae: 15.138 +-0.194 (13824) 2021-04-14 11:42:14.420: INFO @metrics_hook: train gender_accuracy: 0.651 +-0.008 (13824) 2021-04-14 11:42:16.281: INFO @decay_lr : LR updated to `0.00025554048` 2021-04-14 11:42:16.282: INFO @log_profile : T train: 28.661933 2021-04-14 11:42:16.282: INFO @log_profile : T read data: 0.263732 2021-04-14 11:42:16.282: INFO @log_profile : T hooks: 2.454244 2021-04-14 11:42:16.283: INFO @main_loop : Epoch 32 done 2021-04-14 11:42:16.283: INFO @main_loop : Training epoch 33 2021-04-14 11:42:45.217: INFO @log_variables: train loss nanmean: 2.482405 2021-04-14 11:42:45.217: INFO @log_variables: train age_loss mean: 16.122530 2021-04-14 11:42:45.217: INFO @log_variables: train gender_loss mean: 0.621445 2021-04-14 11:42:45.217: INFO @log_variables: train age_mae mean: 15.294737 2021-04-14 11:42:45.217: INFO @log_variables: train gender_accuracy mean: 0.657838 2021-04-14 11:42:45.217: INFO @log_variables: train gender_confidence/loss nanmean: 0.077435 2021-04-14 11:42:45.217: INFO @log_variables: train gender_confidence/accuracy mean: 0.622449 2021-04-14 11:42:45.217: INFO @log_variables: train age_confidence/loss mean: 0.041331 2021-04-14 11:42:45.217: INFO @log_variables: train age_confidence/accuracy mean: 0.802793 2021-04-14 11:42:45.217: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 11:42:45.219: INFO @metrics_hook: train age_mae: 15.295 +-0.195 (13818) 2021-04-14 11:42:45.221: INFO @metrics_hook: train gender_accuracy: 0.658 +-0.008 (13818) 2021-04-14 11:42:47.095: INFO @decay_lr : LR updated to `0.00025426276` 2021-04-14 11:42:47.096: INFO @log_profile : T train: 27.914465 2021-04-14 11:42:47.096: INFO @log_profile : T read data: 0.385631 2021-04-14 11:42:47.096: INFO @log_profile : T hooks: 2.464818 2021-04-14 11:42:47.096: INFO @main_loop : Epoch 33 done 2021-04-14 11:42:47.096: INFO @main_loop : Training epoch 34 2021-04-14 11:43:16.586: INFO @log_variables: train loss nanmean: 2.458167 2021-04-14 11:43:16.586: INFO @log_variables: train age_loss mean: 15.901240 2021-04-14 11:43:16.586: INFO @log_variables: train gender_loss mean: 0.615922 2021-04-14 11:43:16.586: INFO @log_variables: train age_mae mean: 15.074671 2021-04-14 11:43:16.586: INFO @log_variables: train gender_accuracy mean: 0.662616 2021-04-14 11:43:16.586: INFO @log_variables: train gender_confidence/loss nanmean: 0.077350 2021-04-14 11:43:16.586: INFO @log_variables: train gender_confidence/accuracy mean: 0.628400 2021-04-14 11:43:16.586: INFO @log_variables: train age_confidence/loss mean: 0.042260 2021-04-14 11:43:16.587: INFO @log_variables: train age_confidence/accuracy mean: 0.794922 2021-04-14 11:43:16.587: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 11:43:16.589: INFO @metrics_hook: train age_mae: 15.075 +-0.193 (13824) 2021-04-14 11:43:16.590: INFO @metrics_hook: train gender_accuracy: 0.663 +-0.008 (13824) 2021-04-14 11:43:18.457: INFO @decay_lr : LR updated to `0.00025299145` 2021-04-14 11:43:18.458: INFO @log_profile : T train: 28.579567 2021-04-14 11:43:18.458: INFO @log_profile : T read data: 0.266347 2021-04-14 11:43:18.458: INFO @log_profile : T hooks: 2.465633 2021-04-14 11:43:18.458: INFO @main_loop : Epoch 34 done 2021-04-14 11:43:18.458: INFO @main_loop : Training epoch 35 2021-04-14 11:43:47.917: INFO @log_variables: train loss nanmean: 2.444594 2021-04-14 11:43:47.917: INFO @log_variables: train age_loss mean: 15.774398 2021-04-14 11:43:47.917: INFO @log_variables: train gender_loss mean: 0.611350 2021-04-14 11:43:47.917: INFO @log_variables: train age_mae mean: 14.950167 2021-04-14 11:43:47.917: INFO @log_variables: train gender_accuracy mean: 0.664255 2021-04-14 11:43:47.917: INFO @log_variables: train gender_confidence/loss nanmean: 0.077264 2021-04-14 11:43:47.917: INFO @log_variables: train gender_confidence/accuracy mean: 0.631845 2021-04-14 11:43:47.917: INFO @log_variables: train age_confidence/loss mean: 0.042442 2021-04-14 11:43:47.917: INFO @log_variables: train age_confidence/accuracy mean: 0.793388 2021-04-14 11:43:47.917: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 11:43:47.919: INFO @metrics_hook: train age_mae: 14.950 +-0.194 (13823) 2021-04-14 11:43:47.920: INFO @metrics_hook: train gender_accuracy: 0.664 +-0.008 (13823) 2021-04-14 11:43:49.722: INFO @decay_lr : LR updated to `0.00025172648` 2021-04-14 11:43:49.723: INFO @log_profile : T train: 28.599994 2021-04-14 11:43:49.723: INFO @log_profile : T read data: 0.251185 2021-04-14 11:43:49.723: INFO @log_profile : T hooks: 2.365478 2021-04-14 11:43:49.723: INFO @main_loop : Epoch 35 done 2021-04-14 11:43:49.723: INFO @main_loop : Training epoch 36 2021-04-14 11:44:19.259: INFO @log_variables: train loss nanmean: 2.445510 2021-04-14 11:44:19.260: INFO @log_variables: train age_loss mean: 15.944156 2021-04-14 11:44:19.260: INFO @log_variables: train gender_loss mean: 0.605786 2021-04-14 11:44:19.260: INFO @log_variables: train age_mae mean: 15.121205 2021-04-14 11:44:19.260: INFO @log_variables: train gender_accuracy mean: 0.673397 2021-04-14 11:44:19.260: INFO @log_variables: train gender_confidence/loss nanmean: 0.078143 2021-04-14 11:44:19.260: INFO @log_variables: train gender_confidence/accuracy mean: 0.632291 2021-04-14 11:44:19.260: INFO @log_variables: train age_confidence/loss mean: 0.041264 2021-04-14 11:44:19.260: INFO @log_variables: train age_confidence/accuracy mean: 0.803155 2021-04-14 11:44:19.260: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 11:44:19.262: INFO @metrics_hook: train age_mae: 15.121 +-0.192 (13818) 2021-04-14 11:44:19.264: INFO @metrics_hook: train gender_accuracy: 0.673 +-0.008 (13818) 2021-04-14 11:44:21.143: INFO @decay_lr : LR updated to `0.00025046786` 2021-04-14 11:44:21.144: INFO @log_profile : T train: 28.568766 2021-04-14 11:44:21.144: INFO @log_profile : T read data: 0.374895 2021-04-14 11:44:21.144: INFO @log_profile : T hooks: 2.430168 2021-04-14 11:44:21.144: INFO @main_loop : Epoch 36 done 2021-04-14 11:44:21.144: INFO @main_loop : Training epoch 37 2021-04-14 11:44:49.988: INFO @log_variables: train loss nanmean: 2.416895 2021-04-14 11:44:49.988: INFO @log_variables: train age_loss mean: 15.695304 2021-04-14 11:44:49.988: INFO @log_variables: train gender_loss mean: 0.601274 2021-04-14 11:44:49.988: INFO @log_variables: train age_mae mean: 14.874168 2021-04-14 11:44:49.988: INFO @log_variables: train gender_accuracy mean: 0.680483 2021-04-14 11:44:49.989: INFO @log_variables: train gender_confidence/loss nanmean: 0.078459 2021-04-14 11:44:49.989: INFO @log_variables: train gender_confidence/accuracy mean: 0.639757 2021-04-14 11:44:49.989: INFO @log_variables: train age_confidence/loss mean: 0.042267 2021-04-14 11:44:49.989: INFO @log_variables: train age_confidence/accuracy mean: 0.794343 2021-04-14 11:44:49.989: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 11:44:49.991: INFO @metrics_hook: train age_mae: 14.874 +-0.193 (13824) 2021-04-14 11:44:49.993: INFO @metrics_hook: train gender_accuracy: 0.680 +-0.008 (13824) 2021-04-14 11:44:51.853: INFO @decay_lr : LR updated to `0.00024921552` 2021-04-14 11:44:51.854: INFO @log_profile : T train: 27.952914 2021-04-14 11:44:51.855: INFO @log_profile : T read data: 0.257235 2021-04-14 11:44:51.855: INFO @log_profile : T hooks: 2.451302 2021-04-14 11:44:51.855: INFO @main_loop : Epoch 37 done 2021-04-14 11:44:51.855: INFO @main_loop : Training epoch 38 2021-04-14 11:45:21.412: INFO @log_variables: train loss nanmean: 2.418713 2021-04-14 11:45:21.412: INFO @log_variables: train age_loss mean: 15.619435 2021-04-14 11:45:21.412: INFO @log_variables: train gender_loss mean: 0.601826 2021-04-14 11:45:21.412: INFO @log_variables: train age_mae mean: 14.800173 2021-04-14 11:45:21.412: INFO @log_variables: train gender_accuracy mean: 0.675781 2021-04-14 11:45:21.412: INFO @log_variables: train gender_confidence/loss nanmean: 0.077942 2021-04-14 11:45:21.412: INFO @log_variables: train gender_confidence/accuracy mean: 0.640336 2021-04-14 11:45:21.412: INFO @log_variables: train age_confidence/loss mean: 0.042459 2021-04-14 11:45:21.412: INFO @log_variables: train age_confidence/accuracy mean: 0.793403 2021-04-14 11:45:21.412: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 11:45:21.414: INFO @metrics_hook: train age_mae: 14.800 +-0.193 (13824) 2021-04-14 11:45:21.416: INFO @metrics_hook: train gender_accuracy: 0.676 +-0.008 (13824) 2021-04-14 11:45:23.326: INFO @decay_lr : LR updated to `0.00024796944` 2021-04-14 11:45:23.327: INFO @log_profile : T train: 28.677652 2021-04-14 11:45:23.327: INFO @log_profile : T read data: 0.250857 2021-04-14 11:45:23.327: INFO @log_profile : T hooks: 2.496076 2021-04-14 11:45:23.328: INFO @main_loop : Epoch 38 done 2021-04-14 11:45:23.328: INFO @main_loop : Training epoch 39 2021-04-14 11:45:52.181: INFO @log_variables: train loss nanmean: 2.403024 2021-04-14 11:45:52.181: INFO @log_variables: train age_loss mean: 15.682303 2021-04-14 11:45:52.181: INFO @log_variables: train gender_loss mean: 0.596861 2021-04-14 11:45:52.181: INFO @log_variables: train age_mae mean: 14.864691 2021-04-14 11:45:52.181: INFO @log_variables: train gender_accuracy mean: 0.673177 2021-04-14 11:45:52.181: INFO @log_variables: train gender_confidence/loss nanmean: 0.076922 2021-04-14 11:45:52.181: INFO @log_variables: train gender_confidence/accuracy mean: 0.640914 2021-04-14 11:45:52.181: INFO @log_variables: train age_confidence/loss mean: 0.042382 2021-04-14 11:45:52.181: INFO @log_variables: train age_confidence/accuracy mean: 0.793909 2021-04-14 11:45:52.181: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 11:45:52.183: INFO @metrics_hook: train age_mae: 14.865 +-0.193 (13824) 2021-04-14 11:45:52.184: INFO @metrics_hook: train gender_accuracy: 0.673 +-0.008 (13824) 2021-04-14 11:45:54.023: INFO @decay_lr : LR updated to `0.00024672959` 2021-04-14 11:45:54.025: INFO @log_profile : T train: 27.984354 2021-04-14 11:45:54.025: INFO @log_profile : T read data: 0.263734 2021-04-14 11:45:54.025: INFO @log_profile : T hooks: 2.401944 2021-04-14 11:45:54.026: INFO @main_loop : Epoch 39 done 2021-04-14 11:45:54.026: INFO @main_loop : Training epoch 40 2021-04-14 11:46:23.484: INFO @log_variables: train loss nanmean: 2.389486 2021-04-14 11:46:23.484: INFO @log_variables: train age_loss mean: 15.676111 2021-04-14 11:46:23.484: INFO @log_variables: train gender_loss mean: 0.585360 2021-04-14 11:46:23.484: INFO @log_variables: train age_mae mean: 14.859718 2021-04-14 11:46:23.484: INFO @log_variables: train gender_accuracy mean: 0.686568 2021-04-14 11:46:23.484: INFO @log_variables: train gender_confidence/loss nanmean: 0.077530 2021-04-14 11:46:23.485: INFO @log_variables: train gender_confidence/accuracy mean: 0.649226 2021-04-14 11:46:23.485: INFO @log_variables: train age_confidence/loss mean: 0.042527 2021-04-14 11:46:23.485: INFO @log_variables: train age_confidence/accuracy mean: 0.792372 2021-04-14 11:46:23.485: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 11:46:23.487: INFO @metrics_hook: train age_mae: 14.860 +-0.193 (13818) 2021-04-14 11:46:23.488: INFO @metrics_hook: train gender_accuracy: 0.687 +-0.008 (13818) 2021-04-14 11:46:25.384: INFO @decay_lr : LR updated to `0.00024549593` 2021-04-14 11:46:25.385: INFO @log_profile : T train: 28.438962 2021-04-14 11:46:25.385: INFO @log_profile : T read data: 0.392226 2021-04-14 11:46:25.385: INFO @log_profile : T hooks: 2.479012 2021-04-14 11:46:25.385: INFO @main_loop : Epoch 40 done 2021-04-14 11:46:25.385: INFO @main_loop : Training epoch 41 2021-04-14 11:46:54.911: INFO @log_variables: train loss nanmean: 2.372396 2021-04-14 11:46:54.912: INFO @log_variables: train age_loss mean: 15.393529 2021-04-14 11:46:54.912: INFO @log_variables: train gender_loss mean: 0.581940 2021-04-14 11:46:54.912: INFO @log_variables: train age_mae mean: 14.580539 2021-04-14 11:46:54.912: INFO @log_variables: train gender_accuracy mean: 0.690443 2021-04-14 11:46:54.912: INFO @log_variables: train gender_confidence/loss nanmean: 0.077080 2021-04-14 11:46:54.912: INFO @log_variables: train gender_confidence/accuracy mean: 0.650944 2021-04-14 11:46:54.912: INFO @log_variables: train age_confidence/loss mean: 0.043201 2021-04-14 11:46:54.912: INFO @log_variables: train age_confidence/accuracy mean: 0.786949 2021-04-14 11:46:54.912: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 11:46:54.914: INFO @metrics_hook: train age_mae: 14.581 +-0.189 (13823) 2021-04-14 11:46:54.916: INFO @metrics_hook: train gender_accuracy: 0.690 +-0.008 (13823) 2021-04-14 11:46:56.822: INFO @decay_lr : LR updated to `0.00024426845` 2021-04-14 11:46:56.823: INFO @log_profile : T train: 28.645645 2021-04-14 11:46:56.823: INFO @log_profile : T read data: 0.258060 2021-04-14 11:46:56.823: INFO @log_profile : T hooks: 2.485093 2021-04-14 11:46:56.823: INFO @main_loop : Epoch 41 done 2021-04-14 11:46:56.823: INFO @main_loop : Training epoch 42 2021-04-14 11:47:26.448: INFO @log_variables: train loss nanmean: 2.377066 2021-04-14 11:47:26.448: INFO @log_variables: train age_loss mean: 15.525559 2021-04-14 11:47:26.448: INFO @log_variables: train gender_loss mean: 0.580361 2021-04-14 11:47:26.448: INFO @log_variables: train age_mae mean: 14.713980 2021-04-14 11:47:26.448: INFO @log_variables: train gender_accuracy mean: 0.694495 2021-04-14 11:47:26.449: INFO @log_variables: train gender_confidence/loss nanmean: 0.077855 2021-04-14 11:47:26.449: INFO @log_variables: train gender_confidence/accuracy mean: 0.650076 2021-04-14 11:47:26.449: INFO @log_variables: train age_confidence/loss mean: 0.042553 2021-04-14 11:47:26.449: INFO @log_variables: train age_confidence/accuracy mean: 0.792375 2021-04-14 11:47:26.449: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 11:47:26.451: INFO @metrics_hook: train age_mae: 14.714 +-0.192 (13823) 2021-04-14 11:47:26.453: INFO @metrics_hook: train gender_accuracy: 0.694 +-0.008 (13823) 2021-04-14 11:47:28.770: INFO @decay_lr : LR updated to `0.0002430471` 2021-04-14 11:47:28.771: INFO @log_profile : T train: 28.748252 2021-04-14 11:47:28.771: INFO @log_profile : T read data: 0.250518 2021-04-14 11:47:28.771: INFO @log_profile : T hooks: 2.901527 2021-04-14 11:47:28.771: INFO @main_loop : Epoch 42 done 2021-04-14 11:47:28.771: INFO @main_loop : Training epoch 43 2021-04-14 11:47:58.400: INFO @log_variables: train loss nanmean: 2.328133 2021-04-14 11:47:58.400: INFO @log_variables: train age_loss mean: 15.176735 2021-04-14 11:47:58.400: INFO @log_variables: train gender_loss mean: 0.578391 2021-04-14 11:47:58.400: INFO @log_variables: train age_mae mean: 14.368490 2021-04-14 11:47:58.401: INFO @log_variables: train gender_accuracy mean: 0.692285 2021-04-14 11:47:58.401: INFO @log_variables: train gender_confidence/loss nanmean: 0.077623 2021-04-14 11:47:58.401: INFO @log_variables: train gender_confidence/accuracy mean: 0.648647 2021-04-14 11:47:58.401: INFO @log_variables: train age_confidence/loss mean: 0.043634 2021-04-14 11:47:58.401: INFO @log_variables: train age_confidence/accuracy mean: 0.784412 2021-04-14 11:47:58.401: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 11:47:58.403: INFO @metrics_hook: train age_mae: 14.368 +-0.190 (13818) 2021-04-14 11:47:58.405: INFO @metrics_hook: train gender_accuracy: 0.692 +-0.008 (13818) 2021-04-14 11:48:00.253: INFO @decay_lr : LR updated to `0.00024183188` 2021-04-14 11:48:00.254: INFO @log_profile : T train: 28.635214 2021-04-14 11:48:00.254: INFO @log_profile : T read data: 0.379222 2021-04-14 11:48:00.254: INFO @log_profile : T hooks: 2.420147 2021-04-14 11:48:00.254: INFO @main_loop : Epoch 43 done 2021-04-14 11:48:00.254: INFO @main_loop : Training epoch 44 2021-04-14 11:48:29.038: INFO @log_variables: train loss nanmean: 2.366528 2021-04-14 11:48:29.038: INFO @log_variables: train age_loss mean: 15.358937 2021-04-14 11:48:29.038: INFO @log_variables: train gender_loss mean: 0.582049 2021-04-14 11:48:29.038: INFO @log_variables: train age_mae mean: 14.554080 2021-04-14 11:48:29.038: INFO @log_variables: train gender_accuracy mean: 0.689865 2021-04-14 11:48:29.038: INFO @log_variables: train gender_confidence/loss nanmean: 0.077572 2021-04-14 11:48:29.038: INFO @log_variables: train gender_confidence/accuracy mean: 0.650727 2021-04-14 11:48:29.038: INFO @log_variables: train age_confidence/loss mean: 0.043195 2021-04-14 11:48:29.038: INFO @log_variables: train age_confidence/accuracy mean: 0.785068 2021-04-14 11:48:29.038: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 11:48:29.040: INFO @metrics_hook: train age_mae: 14.554 +-0.191 (13823) 2021-04-14 11:48:29.041: INFO @metrics_hook: train gender_accuracy: 0.690 +-0.008 (13823) 2021-04-14 11:48:30.931: INFO @decay_lr : LR updated to `0.00024062271` 2021-04-14 11:48:30.932: INFO @log_profile : T train: 27.895232 2021-04-14 11:48:30.932: INFO @log_profile : T read data: 0.266260 2021-04-14 11:48:30.932: INFO @log_profile : T hooks: 2.468842 2021-04-14 11:48:30.932: INFO @main_loop : Epoch 44 done 2021-04-14 11:48:30.933: INFO @main_loop : Training epoch 45 2021-04-14 11:49:00.552: INFO @log_variables: train loss nanmean: 2.287756 2021-04-14 11:49:00.552: INFO @log_variables: train age_loss mean: 15.025061 2021-04-14 11:49:00.552: INFO @log_variables: train gender_loss mean: 0.566390 2021-04-14 11:49:00.552: INFO @log_variables: train age_mae mean: 14.224327 2021-04-14 11:49:00.552: INFO @log_variables: train gender_accuracy mean: 0.705150 2021-04-14 11:49:00.552: INFO @log_variables: train gender_confidence/loss nanmean: 0.078125 2021-04-14 11:49:00.552: INFO @log_variables: train gender_confidence/accuracy mean: 0.655165 2021-04-14 11:49:00.552: INFO @log_variables: train age_confidence/loss mean: 0.044683 2021-04-14 11:49:00.552: INFO @log_variables: train age_confidence/accuracy mean: 0.776042 2021-04-14 11:49:00.552: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 11:49:00.554: INFO @metrics_hook: train age_mae: 14.224 +-0.190 (13824) 2021-04-14 11:49:00.556: INFO @metrics_hook: train gender_accuracy: 0.705 +-0.008 (13824) 2021-04-14 11:49:02.463: INFO @decay_lr : LR updated to `0.0002394196` 2021-04-14 11:49:02.464: INFO @log_profile : T train: 28.723108 2021-04-14 11:49:02.464: INFO @log_profile : T read data: 0.262599 2021-04-14 11:49:02.464: INFO @log_profile : T hooks: 2.497407 2021-04-14 11:49:02.464: INFO @main_loop : Epoch 45 done 2021-04-14 11:49:02.464: INFO @main_loop : Training epoch 46 2021-04-14 11:49:32.569: INFO @log_variables: train loss nanmean: 2.330978 2021-04-14 11:49:32.569: INFO @log_variables: train age_loss mean: 15.052626 2021-04-14 11:49:32.569: INFO @log_variables: train gender_loss mean: 0.565383 2021-04-14 11:49:32.569: INFO @log_variables: train age_mae mean: 14.254579 2021-04-14 11:49:32.569: INFO @log_variables: train gender_accuracy mean: 0.702055 2021-04-14 11:49:32.570: INFO @log_variables: train gender_confidence/loss nanmean: 0.077212 2021-04-14 11:49:32.570: INFO @log_variables: train gender_confidence/accuracy mean: 0.659792 2021-04-14 11:49:32.570: INFO @log_variables: train age_confidence/loss mean: 0.044668 2021-04-14 11:49:32.570: INFO @log_variables: train age_confidence/accuracy mean: 0.776958 2021-04-14 11:49:32.570: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 11:49:32.573: INFO @metrics_hook: train age_mae: 14.255 +-0.192 (13818) 2021-04-14 11:49:32.574: INFO @metrics_hook: train gender_accuracy: 0.702 +-0.008 (13818) 2021-04-14 11:49:34.830: INFO @decay_lr : LR updated to `0.0002382225` 2021-04-14 11:49:34.832: INFO @log_profile : T train: 29.123155 2021-04-14 11:49:34.832: INFO @log_profile : T read data: 0.389127 2021-04-14 11:49:34.832: INFO @log_profile : T hooks: 2.806369 2021-04-14 11:49:34.832: INFO @main_loop : Epoch 46 done 2021-04-14 11:49:34.832: INFO @main_loop : Training epoch 47 2021-04-14 11:50:04.412: INFO @log_variables: train loss nanmean: 2.342489 2021-04-14 11:50:04.412: INFO @log_variables: train age_loss mean: 15.210157 2021-04-14 11:50:04.412: INFO @log_variables: train gender_loss mean: 0.563177 2021-04-14 11:50:04.412: INFO @log_variables: train age_mae mean: 14.410759 2021-04-14 11:50:04.412: INFO @log_variables: train gender_accuracy mean: 0.709635 2021-04-14 11:50:04.413: INFO @log_variables: train gender_confidence/loss nanmean: 0.078047 2021-04-14 11:50:04.413: INFO @log_variables: train gender_confidence/accuracy mean: 0.660012 2021-04-14 11:50:04.413: INFO @log_variables: train age_confidence/loss mean: 0.043900 2021-04-14 11:50:04.413: INFO @log_variables: train age_confidence/accuracy mean: 0.783131 2021-04-14 11:50:04.413: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 11:50:04.415: INFO @metrics_hook: train age_mae: 14.411 +-0.191 (13824) 2021-04-14 11:50:04.417: INFO @metrics_hook: train gender_accuracy: 0.710 +-0.008 (13824) 2021-04-14 11:50:06.562: INFO @decay_lr : LR updated to `0.00023703139` 2021-04-14 11:50:06.563: INFO @log_profile : T train: 28.680771 2021-04-14 11:50:06.563: INFO @log_profile : T read data: 0.278775 2021-04-14 11:50:06.563: INFO @log_profile : T hooks: 2.719171 2021-04-14 11:50:06.563: INFO @main_loop : Epoch 47 done 2021-04-14 11:50:06.563: INFO @main_loop : Training epoch 48 2021-04-14 11:50:36.723: INFO @log_variables: train loss nanmean: 2.278416 2021-04-14 11:50:36.723: INFO @log_variables: train age_loss mean: 14.954042 2021-04-14 11:50:36.723: INFO @log_variables: train gender_loss mean: 0.555151 2021-04-14 11:50:36.723: INFO @log_variables: train age_mae mean: 14.158647 2021-04-14 11:50:36.723: INFO @log_variables: train gender_accuracy mean: 0.714265 2021-04-14 11:50:36.723: INFO @log_variables: train gender_confidence/loss nanmean: 0.077951 2021-04-14 11:50:36.723: INFO @log_variables: train gender_confidence/accuracy mean: 0.669488 2021-04-14 11:50:36.723: INFO @log_variables: train age_confidence/loss mean: 0.044814 2021-04-14 11:50:36.723: INFO @log_variables: train age_confidence/accuracy mean: 0.773655 2021-04-14 11:50:36.724: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 11:50:36.725: INFO @metrics_hook: train age_mae: 14.159 +-0.191 (13824) 2021-04-14 11:50:36.727: INFO @metrics_hook: train gender_accuracy: 0.714 +-0.008 (13824) 2021-04-14 11:50:38.894: INFO @decay_lr : LR updated to `0.00023584624` 2021-04-14 11:50:38.896: INFO @log_profile : T train: 29.265871 2021-04-14 11:50:38.896: INFO @log_profile : T read data: 0.273963 2021-04-14 11:50:38.896: INFO @log_profile : T hooks: 2.741934 2021-04-14 11:50:38.896: INFO @main_loop : Epoch 48 done 2021-04-14 11:50:38.896: INFO @main_loop : Training epoch 49 2021-04-14 11:51:08.992: INFO @log_variables: train loss nanmean: 2.284308 2021-04-14 11:51:08.992: INFO @log_variables: train age_loss mean: 14.996537 2021-04-14 11:51:08.992: INFO @log_variables: train gender_loss mean: 0.555572 2021-04-14 11:51:08.993: INFO @log_variables: train age_mae mean: 14.216380 2021-04-14 11:51:08.993: INFO @log_variables: train gender_accuracy mean: 0.714410 2021-04-14 11:51:08.993: INFO @log_variables: train gender_confidence/loss nanmean: 0.078286 2021-04-14 11:51:08.993: INFO @log_variables: train gender_confidence/accuracy mean: 0.660229 2021-04-14 11:51:08.993: INFO @log_variables: train age_confidence/loss mean: 0.043725 2021-04-14 11:51:08.993: INFO @log_variables: train age_confidence/accuracy mean: 0.782046 2021-04-14 11:51:08.993: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 11:51:08.995: INFO @metrics_hook: train age_mae: 14.216 +-0.189 (13824) 2021-04-14 11:51:09.000: INFO @metrics_hook: train gender_accuracy: 0.714 +-0.008 (13824) 2021-04-14 11:51:11.161: INFO @decay_lr : LR updated to `0.00023466701` 2021-04-14 11:51:11.162: INFO @log_profile : T train: 29.198223 2021-04-14 11:51:11.162: INFO @log_profile : T read data: 0.277054 2021-04-14 11:51:11.162: INFO @log_profile : T hooks: 2.740783 2021-04-14 11:51:11.162: INFO @main_loop : Epoch 49 done 2021-04-14 11:51:11.162: INFO @main_loop : Training epoch 50 2021-04-14 11:51:41.273: INFO @log_variables: train loss nanmean: 2.285153 2021-04-14 11:51:41.273: INFO @log_variables: train age_loss mean: 14.950905 2021-04-14 11:51:41.273: INFO @log_variables: train gender_loss mean: 0.548721 2021-04-14 11:51:41.273: INFO @log_variables: train age_mae mean: 14.171562 2021-04-14 11:51:41.273: INFO @log_variables: train gender_accuracy mean: 0.719186 2021-04-14 11:51:41.273: INFO @log_variables: train gender_confidence/loss nanmean: 0.077438 2021-04-14 11:51:41.273: INFO @log_variables: train gender_confidence/accuracy mean: 0.670334 2021-04-14 11:51:41.273: INFO @log_variables: train age_confidence/loss mean: 0.044454 2021-04-14 11:51:41.273: INFO @log_variables: train age_confidence/accuracy mean: 0.776073 2021-04-14 11:51:41.273: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 11:51:41.275: INFO @metrics_hook: train age_mae: 14.172 +-0.191 (13817) 2021-04-14 11:51:41.277: INFO @metrics_hook: train gender_accuracy: 0.719 +-0.008 (13817) 2021-04-14 11:51:43.255: INFO @decay_lr : LR updated to `0.00023349367` 2021-04-14 11:51:43.256: INFO @log_profile : T train: 29.080395 2021-04-14 11:51:43.256: INFO @log_profile : T read data: 0.395859 2021-04-14 11:51:43.256: INFO @log_profile : T hooks: 2.566233 2021-04-14 11:51:43.256: INFO @main_loop : Epoch 50 done 2021-04-14 11:51:43.256: INFO @main_loop : Training epoch 51 2021-04-14 11:52:12.092: INFO @log_variables: train loss nanmean: 2.275120 2021-04-14 11:52:12.092: INFO @log_variables: train age_loss mean: 14.769495 2021-04-14 11:52:12.092: INFO @log_variables: train gender_loss mean: 0.552459 2021-04-14 11:52:12.092: INFO @log_variables: train age_mae mean: 13.992607 2021-04-14 11:52:12.092: INFO @log_variables: train gender_accuracy mean: 0.717665 2021-04-14 11:52:12.092: INFO @log_variables: train gender_confidence/loss nanmean: 0.077711 2021-04-14 11:52:12.092: INFO @log_variables: train gender_confidence/accuracy mean: 0.662326 2021-04-14 11:52:12.093: INFO @log_variables: train age_confidence/loss mean: 0.044853 2021-04-14 11:52:12.093: INFO @log_variables: train age_confidence/accuracy mean: 0.770544 2021-04-14 11:52:12.093: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 11:52:12.095: INFO @metrics_hook: train age_mae: 13.993 +-0.190 (13824) 2021-04-14 11:52:12.097: INFO @metrics_hook: train gender_accuracy: 0.718 +-0.008 (13824) 2021-04-14 11:52:13.983: INFO @decay_lr : LR updated to `0.0002323262` 2021-04-14 11:52:13.984: INFO @log_profile : T train: 27.944874 2021-04-14 11:52:13.984: INFO @log_profile : T read data: 0.266955 2021-04-14 11:52:13.984: INFO @log_profile : T hooks: 2.466366 2021-04-14 11:52:13.984: INFO @main_loop : Epoch 51 done 2021-04-14 11:52:13.984: INFO @main_loop : Training epoch 52 2021-04-14 11:52:43.410: INFO @log_variables: train loss nanmean: 2.296791 2021-04-14 11:52:43.410: INFO @log_variables: train age_loss mean: 14.846320 2021-04-14 11:52:43.410: INFO @log_variables: train gender_loss mean: 0.543083 2021-04-14 11:52:43.411: INFO @log_variables: train age_mae mean: 14.069243 2021-04-14 11:52:43.411: INFO @log_variables: train gender_accuracy mean: 0.724899 2021-04-14 11:52:43.411: INFO @log_variables: train gender_confidence/loss nanmean: 0.078401 2021-04-14 11:52:43.411: INFO @log_variables: train gender_confidence/accuracy mean: 0.673105 2021-04-14 11:52:43.411: INFO @log_variables: train age_confidence/loss mean: 0.044410 2021-04-14 11:52:43.411: INFO @log_variables: train age_confidence/accuracy mean: 0.775969 2021-04-14 11:52:43.411: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 11:52:43.413: INFO @metrics_hook: train age_mae: 14.069 +-0.188 (13824) 2021-04-14 11:52:43.415: INFO @metrics_hook: train gender_accuracy: 0.725 +-0.008 (13824) 2021-04-14 11:52:45.338: INFO @decay_lr : LR updated to `0.00023116457` 2021-04-14 11:52:45.339: INFO @log_profile : T train: 28.558102 2021-04-14 11:52:45.339: INFO @log_profile : T read data: 0.267540 2021-04-14 11:52:45.339: INFO @log_profile : T hooks: 2.482073 2021-04-14 11:52:45.339: INFO @main_loop : Epoch 52 done 2021-04-14 11:52:45.340: INFO @main_loop : Training epoch 53 2021-04-14 11:53:14.778: INFO @log_variables: train loss nanmean: 2.240911 2021-04-14 11:53:14.778: INFO @log_variables: train age_loss mean: 14.694984 2021-04-14 11:53:14.778: INFO @log_variables: train gender_loss mean: 0.542349 2021-04-14 11:53:14.778: INFO @log_variables: train age_mae mean: 13.924182 2021-04-14 11:53:14.778: INFO @log_variables: train gender_accuracy mean: 0.720489 2021-04-14 11:53:14.778: INFO @log_variables: train gender_confidence/loss nanmean: 0.077581 2021-04-14 11:53:14.778: INFO @log_variables: train gender_confidence/accuracy mean: 0.670696 2021-04-14 11:53:14.778: INFO @log_variables: train age_confidence/loss mean: 0.044539 2021-04-14 11:53:14.779: INFO @log_variables: train age_confidence/accuracy mean: 0.775711 2021-04-14 11:53:14.779: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 11:53:14.781: INFO @metrics_hook: train age_mae: 13.924 +-0.186 (13817) 2021-04-14 11:53:14.783: INFO @metrics_hook: train gender_accuracy: 0.720 +-0.008 (13817) 2021-04-14 11:53:16.900: INFO @decay_lr : LR updated to `0.00023000874` 2021-04-14 11:53:16.902: INFO @log_profile : T train: 28.426381 2021-04-14 11:53:16.902: INFO @log_profile : T read data: 0.406207 2021-04-14 11:53:16.902: INFO @log_profile : T hooks: 2.679475 2021-04-14 11:53:16.902: INFO @main_loop : Epoch 53 done 2021-04-14 11:53:16.902: INFO @main_loop : Training epoch 54 2021-04-14 11:53:47.022: INFO @log_variables: train loss nanmean: 2.260057 2021-04-14 11:53:47.023: INFO @log_variables: train age_loss mean: 14.626771 2021-04-14 11:53:47.023: INFO @log_variables: train gender_loss mean: 0.539308 2021-04-14 11:53:47.023: INFO @log_variables: train age_mae mean: 13.856277 2021-04-14 11:53:47.023: INFO @log_variables: train gender_accuracy mean: 0.727792 2021-04-14 11:53:47.023: INFO @log_variables: train gender_confidence/loss nanmean: 0.077670 2021-04-14 11:53:47.023: INFO @log_variables: train gender_confidence/accuracy mean: 0.677590 2021-04-14 11:53:47.023: INFO @log_variables: train age_confidence/loss mean: 0.044550 2021-04-14 11:53:47.023: INFO @log_variables: train age_confidence/accuracy mean: 0.775825 2021-04-14 11:53:47.023: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 11:53:47.025: INFO @metrics_hook: train age_mae: 13.856 +-0.188 (13824) 2021-04-14 11:53:47.027: INFO @metrics_hook: train gender_accuracy: 0.728 +-0.008 (13824) 2021-04-14 11:53:49.180: INFO @decay_lr : LR updated to `0.0002288587` 2021-04-14 11:53:49.181: INFO @log_profile : T train: 29.226984 2021-04-14 11:53:49.181: INFO @log_profile : T read data: 0.275723 2021-04-14 11:53:49.181: INFO @log_profile : T hooks: 2.726929 2021-04-14 11:53:49.181: INFO @main_loop : Epoch 54 done 2021-04-14 11:53:49.181: INFO @main_loop : Training epoch 55 2021-04-14 11:54:19.690: INFO @log_variables: train loss nanmean: 2.249010 2021-04-14 11:54:19.690: INFO @log_variables: train age_loss mean: 14.547291 2021-04-14 11:54:19.690: INFO @log_variables: train gender_loss mean: 0.536478 2021-04-14 11:54:19.690: INFO @log_variables: train age_mae mean: 13.779238 2021-04-14 11:54:19.690: INFO @log_variables: train gender_accuracy mean: 0.729673 2021-04-14 11:54:19.690: INFO @log_variables: train gender_confidence/loss nanmean: 0.077803 2021-04-14 11:54:19.690: INFO @log_variables: train gender_confidence/accuracy mean: 0.677734 2021-04-14 11:54:19.690: INFO @log_variables: train age_confidence/loss mean: 0.044260 2021-04-14 11:54:19.690: INFO @log_variables: train age_confidence/accuracy mean: 0.777633 2021-04-14 11:54:19.690: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 11:54:19.692: INFO @metrics_hook: train age_mae: 13.779 +-0.189 (13824) 2021-04-14 11:54:19.694: INFO @metrics_hook: train gender_accuracy: 0.730 +-0.008 (13824) 2021-04-14 11:54:22.528: INFO @decay_lr : LR updated to `0.00022771441` 2021-04-14 11:54:22.530: INFO @log_profile : T train: 29.594623 2021-04-14 11:54:22.530: INFO @log_profile : T read data: 0.282340 2021-04-14 11:54:22.530: INFO @log_profile : T hooks: 3.420959 2021-04-14 11:54:22.530: INFO @main_loop : Epoch 55 done 2021-04-14 11:54:22.530: INFO @main_loop : Training epoch 56 2021-04-14 11:54:52.739: INFO @log_variables: train loss nanmean: 2.220326 2021-04-14 11:54:52.740: INFO @log_variables: train age_loss mean: 14.649542 2021-04-14 11:54:52.740: INFO @log_variables: train gender_loss mean: 0.533322 2021-04-14 11:54:52.740: INFO @log_variables: train age_mae mean: 13.880393 2021-04-14 11:54:52.740: INFO @log_variables: train gender_accuracy mean: 0.732378 2021-04-14 11:54:52.740: INFO @log_variables: train gender_confidence/loss nanmean: 0.077991 2021-04-14 11:54:52.740: INFO @log_variables: train gender_confidence/accuracy mean: 0.678246 2021-04-14 11:54:52.740: INFO @log_variables: train age_confidence/loss mean: 0.044483 2021-04-14 11:54:52.740: INFO @log_variables: train age_confidence/accuracy mean: 0.774714 2021-04-14 11:54:52.740: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 11:54:52.742: INFO @metrics_hook: train age_mae: 13.880 +-0.189 (13818) 2021-04-14 11:54:52.744: INFO @metrics_hook: train gender_accuracy: 0.732 +-0.008 (13818) 2021-04-14 11:54:54.759: INFO @decay_lr : LR updated to `0.00022657584` 2021-04-14 11:54:54.760: INFO @log_profile : T train: 29.209913 2021-04-14 11:54:54.760: INFO @log_profile : T read data: 0.387797 2021-04-14 11:54:54.760: INFO @log_profile : T hooks: 2.582089 2021-04-14 11:54:54.760: INFO @main_loop : Epoch 56 done 2021-04-14 11:54:54.760: INFO @main_loop : Training epoch 57 2021-04-14 11:55:23.841: INFO @log_variables: train loss nanmean: 2.215691 2021-04-14 11:55:23.841: INFO @log_variables: train age_loss mean: 14.462624 2021-04-14 11:55:23.841: INFO @log_variables: train gender_loss mean: 0.525577 2021-04-14 11:55:23.841: INFO @log_variables: train age_mae mean: 13.694015 2021-04-14 11:55:23.841: INFO @log_variables: train gender_accuracy mean: 0.736328 2021-04-14 11:55:23.841: INFO @log_variables: train gender_confidence/loss nanmean: 0.077271 2021-04-14 11:55:23.841: INFO @log_variables: train gender_confidence/accuracy mean: 0.689959 2021-04-14 11:55:23.841: INFO @log_variables: train age_confidence/loss mean: 0.045749 2021-04-14 11:55:23.841: INFO @log_variables: train age_confidence/accuracy mean: 0.764685 2021-04-14 11:55:23.842: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 11:55:23.844: INFO @metrics_hook: train age_mae: 13.694 +-0.188 (13824) 2021-04-14 11:55:23.846: INFO @metrics_hook: train gender_accuracy: 0.736 +-0.007 (13824) 2021-04-14 11:55:25.822: INFO @decay_lr : LR updated to `0.00022544296` 2021-04-14 11:55:25.823: INFO @log_profile : T train: 28.168114 2021-04-14 11:55:25.823: INFO @log_profile : T read data: 0.278459 2021-04-14 11:55:25.823: INFO @log_profile : T hooks: 2.564911 2021-04-14 11:55:25.823: INFO @main_loop : Epoch 57 done 2021-04-14 11:55:25.823: INFO @main_loop : Training epoch 58 2021-04-14 11:55:55.650: INFO @log_variables: train loss nanmean: 2.205858 2021-04-14 11:55:55.651: INFO @log_variables: train age_loss mean: 14.425643 2021-04-14 11:55:55.651: INFO @log_variables: train gender_loss mean: 0.527642 2021-04-14 11:55:55.651: INFO @log_variables: train age_mae mean: 13.659659 2021-04-14 11:55:55.651: INFO @log_variables: train gender_accuracy mean: 0.736545 2021-04-14 11:55:55.651: INFO @log_variables: train gender_confidence/loss nanmean: 0.077950 2021-04-14 11:55:55.651: INFO @log_variables: train gender_confidence/accuracy mean: 0.682292 2021-04-14 11:55:55.651: INFO @log_variables: train age_confidence/loss mean: 0.045332 2021-04-14 11:55:55.651: INFO @log_variables: train age_confidence/accuracy mean: 0.767433 2021-04-14 11:55:55.651: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 11:55:55.653: INFO @metrics_hook: train age_mae: 13.660 +-0.188 (13824) 2021-04-14 11:55:55.655: INFO @metrics_hook: train gender_accuracy: 0.737 +-0.007 (13824) 2021-04-14 11:55:57.634: INFO @decay_lr : LR updated to `0.00022431574` 2021-04-14 11:55:57.635: INFO @log_profile : T train: 28.917373 2021-04-14 11:55:57.635: INFO @log_profile : T read data: 0.267379 2021-04-14 11:55:57.635: INFO @log_profile : T hooks: 2.576907 2021-04-14 11:55:57.635: INFO @main_loop : Epoch 58 done 2021-04-14 11:55:57.635: INFO @main_loop : Training epoch 59 2021-04-14 11:56:27.000: INFO @log_variables: train loss nanmean: 2.235783 2021-04-14 11:56:27.001: INFO @log_variables: train age_loss mean: 14.467633 2021-04-14 11:56:27.001: INFO @log_variables: train gender_loss mean: 0.532424 2021-04-14 11:56:27.001: INFO @log_variables: train age_mae mean: 13.703611 2021-04-14 11:56:27.001: INFO @log_variables: train gender_accuracy mean: 0.738674 2021-04-14 11:56:27.001: INFO @log_variables: train gender_confidence/loss nanmean: 0.078575 2021-04-14 11:56:27.001: INFO @log_variables: train gender_confidence/accuracy mean: 0.683384 2021-04-14 11:56:27.001: INFO @log_variables: train age_confidence/loss mean: 0.045216 2021-04-14 11:56:27.001: INFO @log_variables: train age_confidence/accuracy mean: 0.766392 2021-04-14 11:56:27.001: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 11:56:27.003: INFO @metrics_hook: train age_mae: 13.704 +-0.188 (13818) 2021-04-14 11:56:27.004: INFO @metrics_hook: train gender_accuracy: 0.739 +-0.007 (13818) 2021-04-14 11:56:29.153: INFO @decay_lr : LR updated to `0.00022319416` 2021-04-14 11:56:29.154: INFO @log_profile : T train: 28.361024 2021-04-14 11:56:29.154: INFO @log_profile : T read data: 0.389263 2021-04-14 11:56:29.154: INFO @log_profile : T hooks: 2.718077 2021-04-14 11:56:29.154: INFO @main_loop : Epoch 59 done 2021-04-14 11:56:29.154: INFO @main_loop : Training epoch 60 2021-04-14 11:56:59.304: INFO @log_variables: train loss nanmean: 2.191965 2021-04-14 11:56:59.305: INFO @log_variables: train age_loss mean: 14.230000 2021-04-14 11:56:59.305: INFO @log_variables: train gender_loss mean: 0.516242 2021-04-14 11:56:59.305: INFO @log_variables: train age_mae mean: 13.467501 2021-04-14 11:56:59.305: INFO @log_variables: train gender_accuracy mean: 0.745732 2021-04-14 11:56:59.305: INFO @log_variables: train gender_confidence/loss nanmean: 0.077783 2021-04-14 11:56:59.305: INFO @log_variables: train gender_confidence/accuracy mean: 0.683232 2021-04-14 11:56:59.305: INFO @log_variables: train age_confidence/loss mean: 0.045705 2021-04-14 11:56:59.305: INFO @log_variables: train age_confidence/accuracy mean: 0.765553 2021-04-14 11:56:59.305: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 11:56:59.306: INFO @metrics_hook: train age_mae: 13.468 +-0.186 (13824) 2021-04-14 11:56:59.308: INFO @metrics_hook: train gender_accuracy: 0.746 +-0.007 (13824) 2021-04-14 11:57:01.516: INFO @decay_lr : LR updated to `0.00022207819` 2021-04-14 11:57:01.518: INFO @log_profile : T train: 29.270417 2021-04-14 11:57:01.518: INFO @log_profile : T read data: 0.272421 2021-04-14 11:57:01.518: INFO @log_profile : T hooks: 2.770420 2021-04-14 11:57:01.518: INFO @main_loop : Epoch 60 done 2021-04-14 11:57:01.518: INFO @main_loop : Training epoch 61 2021-04-14 11:57:31.820: INFO @log_variables: train loss nanmean: 2.171500 2021-04-14 11:57:31.820: INFO @log_variables: train age_loss mean: 14.404219 2021-04-14 11:57:31.820: INFO @log_variables: train gender_loss mean: 0.515722 2021-04-14 11:57:31.820: INFO @log_variables: train age_mae mean: 13.640629 2021-04-14 11:57:31.820: INFO @log_variables: train gender_accuracy mean: 0.744358 2021-04-14 11:57:31.820: INFO @log_variables: train gender_confidence/loss nanmean: 0.077713 2021-04-14 11:57:31.820: INFO @log_variables: train gender_confidence/accuracy mean: 0.685547 2021-04-14 11:57:31.820: INFO @log_variables: train age_confidence/loss mean: 0.045274 2021-04-14 11:57:31.820: INFO @log_variables: train age_confidence/accuracy mean: 0.768374 2021-04-14 11:57:31.820: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 11:57:31.822: INFO @metrics_hook: train age_mae: 13.641 +-0.187 (13824) 2021-04-14 11:57:31.823: INFO @metrics_hook: train gender_accuracy: 0.744 +-0.007 (13824) 2021-04-14 11:57:34.083: INFO @decay_lr : LR updated to `0.0002209678` 2021-04-14 11:57:34.084: INFO @log_profile : T train: 29.429216 2021-04-14 11:57:34.085: INFO @log_profile : T read data: 0.290803 2021-04-14 11:57:34.085: INFO @log_profile : T hooks: 2.795632 2021-04-14 11:57:34.085: INFO @main_loop : Epoch 61 done 2021-04-14 11:57:34.085: INFO @main_loop : Training epoch 62 2021-04-14 11:58:05.679: INFO @log_variables: train loss nanmean: 2.178426 2021-04-14 11:58:05.679: INFO @log_variables: train age_loss mean: 14.255285 2021-04-14 11:58:05.679: INFO @log_variables: train gender_loss mean: 0.515101 2021-04-14 11:58:05.680: INFO @log_variables: train age_mae mean: 13.493171 2021-04-14 11:58:05.680: INFO @log_variables: train gender_accuracy mean: 0.743634 2021-04-14 11:58:05.680: INFO @log_variables: train gender_confidence/loss nanmean: 0.077295 2021-04-14 11:58:05.680: INFO @log_variables: train gender_confidence/accuracy mean: 0.687717 2021-04-14 11:58:05.680: INFO @log_variables: train age_confidence/loss mean: 0.045652 2021-04-14 11:58:05.680: INFO @log_variables: train age_confidence/accuracy mean: 0.764468 2021-04-14 11:58:05.680: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 11:58:05.681: INFO @metrics_hook: train age_mae: 13.493 +-0.186 (13824) 2021-04-14 11:58:05.682: INFO @metrics_hook: train gender_accuracy: 0.744 +-0.007 (13824) 2021-04-14 11:58:08.009: INFO @decay_lr : LR updated to `0.00021986297` 2021-04-14 11:58:08.010: INFO @log_profile : T train: 30.694732 2021-04-14 11:58:08.010: INFO @log_profile : T read data: 0.312019 2021-04-14 11:58:08.010: INFO @log_profile : T hooks: 2.865646 2021-04-14 11:58:08.011: INFO @main_loop : Epoch 62 done 2021-04-14 11:58:08.011: INFO @main_loop : Training epoch 63 2021-04-14 11:58:38.421: INFO @log_variables: train loss nanmean: 2.149452 2021-04-14 11:58:38.421: INFO @log_variables: train age_loss mean: 14.001290 2021-04-14 11:58:38.421: INFO @log_variables: train gender_loss mean: 0.514697 2021-04-14 11:58:38.422: INFO @log_variables: train age_mae mean: 13.244408 2021-04-14 11:58:38.422: INFO @log_variables: train gender_accuracy mean: 0.745622 2021-04-14 11:58:38.422: INFO @log_variables: train gender_confidence/loss nanmean: 0.077835 2021-04-14 11:58:38.422: INFO @log_variables: train gender_confidence/accuracy mean: 0.684180 2021-04-14 11:58:38.422: INFO @log_variables: train age_confidence/loss mean: 0.046683 2021-04-14 11:58:38.422: INFO @log_variables: train age_confidence/accuracy mean: 0.756188 2021-04-14 11:58:38.422: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 11:58:38.424: INFO @metrics_hook: train age_mae: 13.244 +-0.188 (13818) 2021-04-14 11:58:38.426: INFO @metrics_hook: train gender_accuracy: 0.746 +-0.007 (13818) 2021-04-14 11:58:40.628: INFO @decay_lr : LR updated to `0.00021876366` 2021-04-14 11:58:40.630: INFO @log_profile : T train: 29.385140 2021-04-14 11:58:40.630: INFO @log_profile : T read data: 0.431200 2021-04-14 11:58:40.630: INFO @log_profile : T hooks: 2.750162 2021-04-14 11:58:40.630: INFO @main_loop : Epoch 63 done 2021-04-14 11:58:40.630: INFO @main_loop : Training epoch 64 2021-04-14 11:59:12.113: INFO @log_variables: train loss nanmean: 2.141146 2021-04-14 11:59:12.113: INFO @log_variables: train age_loss mean: 14.001983 2021-04-14 11:59:12.113: INFO @log_variables: train gender_loss mean: 0.514213 2021-04-14 11:59:12.113: INFO @log_variables: train age_mae mean: 13.243435 2021-04-14 11:59:12.113: INFO @log_variables: train gender_accuracy mean: 0.746021 2021-04-14 11:59:12.113: INFO @log_variables: train gender_confidence/loss nanmean: 0.077730 2021-04-14 11:59:12.113: INFO @log_variables: train gender_confidence/accuracy mean: 0.677734 2021-04-14 11:59:12.113: INFO @log_variables: train age_confidence/loss mean: 0.046825 2021-04-14 11:59:12.114: INFO @log_variables: train age_confidence/accuracy mean: 0.753834 2021-04-14 11:59:12.114: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 11:59:12.116: INFO @metrics_hook: train age_mae: 13.243 +-0.185 (13824) 2021-04-14 11:59:12.118: INFO @metrics_hook: train gender_accuracy: 0.746 +-0.007 (13824) 2021-04-14 11:59:14.347: INFO @decay_lr : LR updated to `0.00021766983` 2021-04-14 11:59:14.349: INFO @log_profile : T train: 30.539087 2021-04-14 11:59:14.349: INFO @log_profile : T read data: 0.301167 2021-04-14 11:59:14.349: INFO @log_profile : T hooks: 2.823373 2021-04-14 11:59:14.349: INFO @main_loop : Epoch 64 done 2021-04-14 11:59:14.349: INFO @main_loop : Training epoch 65 2021-04-14 11:59:45.643: INFO @log_variables: train loss nanmean: 2.144960 2021-04-14 11:59:45.643: INFO @log_variables: train age_loss mean: 14.140359 2021-04-14 11:59:45.643: INFO @log_variables: train gender_loss mean: 0.513363 2021-04-14 11:59:45.643: INFO @log_variables: train age_mae mean: 13.384131 2021-04-14 11:59:45.643: INFO @log_variables: train gender_accuracy mean: 0.747522 2021-04-14 11:59:45.643: INFO @log_variables: train gender_confidence/loss nanmean: 0.077725 2021-04-14 11:59:45.643: INFO @log_variables: train gender_confidence/accuracy mean: 0.689575 2021-04-14 11:59:45.643: INFO @log_variables: train age_confidence/loss mean: 0.046089 2021-04-14 11:59:45.644: INFO @log_variables: train age_confidence/accuracy mean: 0.761195 2021-04-14 11:59:45.644: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 11:59:45.646: INFO @metrics_hook: train age_mae: 13.384 +-0.189 (13823) 2021-04-14 11:59:45.649: INFO @metrics_hook: train gender_accuracy: 0.748 +-0.007 (13823) 2021-04-14 11:59:47.864: INFO @decay_lr : LR updated to `0.00021658148` 2021-04-14 11:59:47.865: INFO @log_profile : T train: 30.348100 2021-04-14 11:59:47.865: INFO @log_profile : T read data: 0.305514 2021-04-14 11:59:47.865: INFO @log_profile : T hooks: 2.805199 2021-04-14 11:59:47.865: INFO @main_loop : Epoch 65 done 2021-04-14 11:59:47.865: INFO @main_loop : Training epoch 66 2021-04-14 12:00:19.498: INFO @log_variables: train loss nanmean: 2.128084 2021-04-14 12:00:19.498: INFO @log_variables: train age_loss mean: 14.002921 2021-04-14 12:00:19.498: INFO @log_variables: train gender_loss mean: 0.500720 2021-04-14 12:00:19.498: INFO @log_variables: train age_mae mean: 13.247204 2021-04-14 12:00:19.498: INFO @log_variables: train gender_accuracy mean: 0.752714 2021-04-14 12:00:19.498: INFO @log_variables: train gender_confidence/loss nanmean: 0.077009 2021-04-14 12:00:19.498: INFO @log_variables: train gender_confidence/accuracy mean: 0.697641 2021-04-14 12:00:19.498: INFO @log_variables: train age_confidence/loss mean: 0.046911 2021-04-14 12:00:19.499: INFO @log_variables: train age_confidence/accuracy mean: 0.751845 2021-04-14 12:00:19.499: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 12:00:19.501: INFO @metrics_hook: train age_mae: 13.247 +-0.186 (13818) 2021-04-14 12:00:19.503: INFO @metrics_hook: train gender_accuracy: 0.753 +-0.007 (13818) 2021-04-14 12:00:21.956: INFO @decay_lr : LR updated to `0.00021549857` 2021-04-14 12:00:21.958: INFO @log_profile : T train: 30.617787 2021-04-14 12:00:21.958: INFO @log_profile : T read data: 0.419301 2021-04-14 12:00:21.958: INFO @log_profile : T hooks: 3.001705 2021-04-14 12:00:21.958: INFO @main_loop : Epoch 66 done 2021-04-14 12:00:21.958: INFO @main_loop : Training epoch 67 2021-04-14 12:00:53.566: INFO @log_variables: train loss nanmean: 2.123853 2021-04-14 12:00:53.566: INFO @log_variables: train age_loss mean: 13.835915 2021-04-14 12:00:53.566: INFO @log_variables: train gender_loss mean: 0.500079 2021-04-14 12:00:53.566: INFO @log_variables: train age_mae mean: 13.082175 2021-04-14 12:00:53.567: INFO @log_variables: train gender_accuracy mean: 0.756149 2021-04-14 12:00:53.567: INFO @log_variables: train gender_confidence/loss nanmean: 0.077694 2021-04-14 12:00:53.567: INFO @log_variables: train gender_confidence/accuracy mean: 0.690755 2021-04-14 12:00:53.567: INFO @log_variables: train age_confidence/loss mean: 0.047125 2021-04-14 12:00:53.567: INFO @log_variables: train age_confidence/accuracy mean: 0.750579 2021-04-14 12:00:53.567: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 12:00:53.569: INFO @metrics_hook: train age_mae: 13.082 +-0.185 (13824) 2021-04-14 12:00:53.571: INFO @metrics_hook: train gender_accuracy: 0.756 +-0.007 (13824) 2021-04-14 12:00:56.010: INFO @decay_lr : LR updated to `0.00021442107` 2021-04-14 12:00:56.012: INFO @log_profile : T train: 30.707632 2021-04-14 12:00:56.012: INFO @log_profile : T read data: 0.320392 2021-04-14 12:00:56.012: INFO @log_profile : T hooks: 2.973232 2021-04-14 12:00:56.012: INFO @main_loop : Epoch 67 done 2021-04-14 12:00:56.012: INFO @main_loop : Training epoch 68 2021-04-14 12:01:27.820: INFO @log_variables: train loss nanmean: 2.154831 2021-04-14 12:01:27.820: INFO @log_variables: train age_loss mean: 14.156951 2021-04-14 12:01:27.820: INFO @log_variables: train gender_loss mean: 0.499235 2021-04-14 12:01:27.820: INFO @log_variables: train age_mae mean: 13.402116 2021-04-14 12:01:27.820: INFO @log_variables: train gender_accuracy mean: 0.753617 2021-04-14 12:01:27.820: INFO @log_variables: train gender_confidence/loss nanmean: 0.077007 2021-04-14 12:01:27.820: INFO @log_variables: train gender_confidence/accuracy mean: 0.691768 2021-04-14 12:01:27.821: INFO @log_variables: train age_confidence/loss mean: 0.045214 2021-04-14 12:01:27.821: INFO @log_variables: train age_confidence/accuracy mean: 0.768157 2021-04-14 12:01:27.821: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 12:01:27.823: INFO @metrics_hook: train age_mae: 13.402 +-0.184 (13824) 2021-04-14 12:01:27.825: INFO @metrics_hook: train gender_accuracy: 0.754 +-0.007 (13824) 2021-04-14 12:01:30.304: INFO @decay_lr : LR updated to `0.00021334896` 2021-04-14 12:01:30.305: INFO @log_profile : T train: 30.882844 2021-04-14 12:01:30.305: INFO @log_profile : T read data: 0.334683 2021-04-14 12:01:30.305: INFO @log_profile : T hooks: 3.022481 2021-04-14 12:01:30.305: INFO @main_loop : Epoch 68 done 2021-04-14 12:01:30.305: INFO @main_loop : Training epoch 69 2021-04-14 12:02:02.076: INFO @log_variables: train loss nanmean: 2.167805 2021-04-14 12:02:02.076: INFO @log_variables: train age_loss mean: 14.029065 2021-04-14 12:02:02.076: INFO @log_variables: train gender_loss mean: 0.506301 2021-04-14 12:02:02.076: INFO @log_variables: train age_mae mean: 13.273396 2021-04-14 12:02:02.076: INFO @log_variables: train gender_accuracy mean: 0.749168 2021-04-14 12:02:02.076: INFO @log_variables: train gender_confidence/loss nanmean: 0.077201 2021-04-14 12:02:02.077: INFO @log_variables: train gender_confidence/accuracy mean: 0.689101 2021-04-14 12:02:02.077: INFO @log_variables: train age_confidence/loss mean: 0.046415 2021-04-14 12:02:02.077: INFO @log_variables: train age_confidence/accuracy mean: 0.759517 2021-04-14 12:02:02.077: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 12:02:02.079: INFO @metrics_hook: train age_mae: 13.273 +-0.185 (13818) 2021-04-14 12:02:02.082: INFO @metrics_hook: train gender_accuracy: 0.749 +-0.007 (13818) 2021-04-14 12:02:04.413: INFO @decay_lr : LR updated to `0.00021228222` 2021-04-14 12:02:04.414: INFO @log_profile : T train: 30.729050 2021-04-14 12:02:04.414: INFO @log_profile : T read data: 0.457773 2021-04-14 12:02:04.414: INFO @log_profile : T hooks: 2.869427 2021-04-14 12:02:04.414: INFO @main_loop : Epoch 69 done 2021-04-14 12:02:04.414: INFO @main_loop : Training epoch 70 2021-04-14 12:02:35.581: INFO @log_variables: train loss nanmean: 2.100585 2021-04-14 12:02:35.582: INFO @log_variables: train age_loss mean: 13.712757 2021-04-14 12:02:35.582: INFO @log_variables: train gender_loss mean: 0.494951 2021-04-14 12:02:35.582: INFO @log_variables: train age_mae mean: 12.959907 2021-04-14 12:02:35.582: INFO @log_variables: train gender_accuracy mean: 0.757812 2021-04-14 12:02:35.582: INFO @log_variables: train gender_confidence/loss nanmean: 0.077187 2021-04-14 12:02:35.582: INFO @log_variables: train gender_confidence/accuracy mean: 0.693070 2021-04-14 12:02:35.582: INFO @log_variables: train age_confidence/loss mean: 0.047321 2021-04-14 12:02:35.582: INFO @log_variables: train age_confidence/accuracy mean: 0.746238 2021-04-14 12:02:35.582: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 12:02:35.584: INFO @metrics_hook: train age_mae: 12.960 +-0.183 (13824) 2021-04-14 12:02:35.587: INFO @metrics_hook: train gender_accuracy: 0.758 +-0.007 (13824) 2021-04-14 12:02:38.901: INFO @decay_lr : LR updated to `0.0002112208` 2021-04-14 12:02:38.903: INFO @log_profile : T train: 30.203469 2021-04-14 12:02:38.903: INFO @log_profile : T read data: 0.315076 2021-04-14 12:02:38.903: INFO @log_profile : T hooks: 3.913871 2021-04-14 12:02:38.903: INFO @main_loop : Epoch 70 done 2021-04-14 12:02:38.903: INFO @main_loop : Training epoch 71 2021-04-14 12:03:10.117: INFO @log_variables: train loss nanmean: 2.090866 2021-04-14 12:03:10.117: INFO @log_variables: train age_loss mean: 13.768402 2021-04-14 12:03:10.117: INFO @log_variables: train gender_loss mean: 0.490258 2021-04-14 12:03:10.117: INFO @log_variables: train age_mae mean: 13.015425 2021-04-14 12:03:10.117: INFO @log_variables: train gender_accuracy mean: 0.757523 2021-04-14 12:03:10.117: INFO @log_variables: train gender_confidence/loss nanmean: 0.076427 2021-04-14 12:03:10.117: INFO @log_variables: train gender_confidence/accuracy mean: 0.694806 2021-04-14 12:03:10.117: INFO @log_variables: train age_confidence/loss mean: 0.047006 2021-04-14 12:03:10.117: INFO @log_variables: train age_confidence/accuracy mean: 0.751881 2021-04-14 12:03:10.118: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 12:03:10.120: INFO @metrics_hook: train age_mae: 13.015 +-0.185 (13824) 2021-04-14 12:03:10.122: INFO @metrics_hook: train gender_accuracy: 0.758 +-0.007 (13824) 2021-04-14 12:03:12.435: INFO @decay_lr : LR updated to `0.0002101647` 2021-04-14 12:03:12.436: INFO @log_profile : T train: 30.267088 2021-04-14 12:03:12.436: INFO @log_profile : T read data: 0.301461 2021-04-14 12:03:12.436: INFO @log_profile : T hooks: 2.907335 2021-04-14 12:03:12.436: INFO @main_loop : Epoch 71 done 2021-04-14 12:03:12.437: INFO @main_loop : Training epoch 72 2021-04-14 12:03:43.930: INFO @log_variables: train loss nanmean: 2.087078 2021-04-14 12:03:43.931: INFO @log_variables: train age_loss mean: 13.617616 2021-04-14 12:03:43.931: INFO @log_variables: train gender_loss mean: 0.484000 2021-04-14 12:03:43.931: INFO @log_variables: train age_mae mean: 12.866952 2021-04-14 12:03:43.931: INFO @log_variables: train gender_accuracy mean: 0.763642 2021-04-14 12:03:43.931: INFO @log_variables: train gender_confidence/loss nanmean: 0.076668 2021-04-14 12:03:43.931: INFO @log_variables: train gender_confidence/accuracy mean: 0.697207 2021-04-14 12:03:43.931: INFO @log_variables: train age_confidence/loss mean: 0.048271 2021-04-14 12:03:43.931: INFO @log_variables: train age_confidence/accuracy mean: 0.739904 2021-04-14 12:03:43.931: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 12:03:43.933: INFO @metrics_hook: train age_mae: 12.867 +-0.184 (13818) 2021-04-14 12:03:43.935: INFO @metrics_hook: train gender_accuracy: 0.764 +-0.007 (13818) 2021-04-14 12:03:46.372: INFO @decay_lr : LR updated to `0.00020911387` 2021-04-14 12:03:46.374: INFO @log_profile : T train: 30.419131 2021-04-14 12:03:46.374: INFO @log_profile : T read data: 0.430388 2021-04-14 12:03:46.374: INFO @log_profile : T hooks: 3.032903 2021-04-14 12:03:46.374: INFO @main_loop : Epoch 72 done 2021-04-14 12:03:46.374: INFO @main_loop : Training epoch 73 2021-04-14 12:04:17.861: INFO @log_variables: train loss nanmean: 2.070623 2021-04-14 12:04:17.861: INFO @log_variables: train age_loss mean: 13.568693 2021-04-14 12:04:17.861: INFO @log_variables: train gender_loss mean: 0.490036 2021-04-14 12:04:17.861: INFO @log_variables: train age_mae mean: 12.820801 2021-04-14 12:04:17.861: INFO @log_variables: train gender_accuracy mean: 0.762008 2021-04-14 12:04:17.861: INFO @log_variables: train gender_confidence/loss nanmean: 0.077096 2021-04-14 12:04:17.861: INFO @log_variables: train gender_confidence/accuracy mean: 0.698351 2021-04-14 12:04:17.861: INFO @log_variables: train age_confidence/loss mean: 0.047466 2021-04-14 12:04:17.862: INFO @log_variables: train age_confidence/accuracy mean: 0.748626 2021-04-14 12:04:17.862: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 12:04:17.864: INFO @metrics_hook: train age_mae: 12.821 +-0.182 (13824) 2021-04-14 12:04:17.866: INFO @metrics_hook: train gender_accuracy: 0.762 +-0.007 (13824) 2021-04-14 12:04:20.284: INFO @decay_lr : LR updated to `0.0002080683` 2021-04-14 12:04:20.286: INFO @log_profile : T train: 30.577731 2021-04-14 12:04:20.286: INFO @log_profile : T read data: 0.325228 2021-04-14 12:04:20.286: INFO @log_profile : T hooks: 2.955246 2021-04-14 12:04:20.286: INFO @main_loop : Epoch 73 done 2021-04-14 12:04:20.286: INFO @main_loop : Training epoch 74 2021-04-14 12:04:51.462: INFO @log_variables: train loss nanmean: 2.092768 2021-04-14 12:04:51.462: INFO @log_variables: train age_loss mean: 13.651039 2021-04-14 12:04:51.462: INFO @log_variables: train gender_loss mean: 0.486667 2021-04-14 12:04:51.462: INFO @log_variables: train age_mae mean: 12.900963 2021-04-14 12:04:51.462: INFO @log_variables: train gender_accuracy mean: 0.761936 2021-04-14 12:04:51.462: INFO @log_variables: train gender_confidence/loss nanmean: 0.076839 2021-04-14 12:04:51.462: INFO @log_variables: train gender_confidence/accuracy mean: 0.699219 2021-04-14 12:04:51.462: INFO @log_variables: train age_confidence/loss mean: 0.046872 2021-04-14 12:04:51.462: INFO @log_variables: train age_confidence/accuracy mean: 0.754196 2021-04-14 12:04:51.462: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 12:04:51.464: INFO @metrics_hook: train age_mae: 12.901 +-0.183 (13824) 2021-04-14 12:04:51.465: INFO @metrics_hook: train gender_accuracy: 0.762 +-0.007 (13824) 2021-04-14 12:04:53.788: INFO @decay_lr : LR updated to `0.00020702796` 2021-04-14 12:04:53.790: INFO @log_profile : T train: 30.282042 2021-04-14 12:04:53.790: INFO @log_profile : T read data: 0.310233 2021-04-14 12:04:53.790: INFO @log_profile : T hooks: 2.858720 2021-04-14 12:04:53.791: INFO @main_loop : Epoch 74 done 2021-04-14 12:04:53.791: INFO @main_loop : Training epoch 75 2021-04-14 12:05:25.021: INFO @log_variables: train loss nanmean: 2.069092 2021-04-14 12:05:25.021: INFO @log_variables: train age_loss mean: 13.719998 2021-04-14 12:05:25.021: INFO @log_variables: train gender_loss mean: 0.485604 2021-04-14 12:05:25.021: INFO @log_variables: train age_mae mean: 12.970098 2021-04-14 12:05:25.021: INFO @log_variables: train gender_accuracy mean: 0.765536 2021-04-14 12:05:25.021: INFO @log_variables: train gender_confidence/loss nanmean: 0.076915 2021-04-14 12:05:25.021: INFO @log_variables: train gender_confidence/accuracy mean: 0.696448 2021-04-14 12:05:25.021: INFO @log_variables: train age_confidence/loss mean: 0.046817 2021-04-14 12:05:25.021: INFO @log_variables: train age_confidence/accuracy mean: 0.750271 2021-04-14 12:05:25.021: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 12:05:25.023: INFO @metrics_hook: train age_mae: 12.970 +-0.185 (13823) 2021-04-14 12:05:25.024: INFO @metrics_hook: train gender_accuracy: 0.766 +-0.007 (13823) 2021-04-14 12:05:27.441: INFO @decay_lr : LR updated to `0.00020599282` 2021-04-14 12:05:27.442: INFO @log_profile : T train: 30.346392 2021-04-14 12:05:27.442: INFO @log_profile : T read data: 0.305505 2021-04-14 12:05:27.442: INFO @log_profile : T hooks: 2.948012 2021-04-14 12:05:27.442: INFO @main_loop : Epoch 75 done 2021-04-14 12:05:27.442: INFO @main_loop : Training epoch 76 2021-04-14 12:05:58.955: INFO @log_variables: train loss nanmean: 2.062332 2021-04-14 12:05:58.955: INFO @log_variables: train age_loss mean: 13.569260 2021-04-14 12:05:58.955: INFO @log_variables: train gender_loss mean: 0.482738 2021-04-14 12:05:58.955: INFO @log_variables: train age_mae mean: 12.822189 2021-04-14 12:05:58.955: INFO @log_variables: train gender_accuracy mean: 0.763425 2021-04-14 12:05:58.955: INFO @log_variables: train gender_confidence/loss nanmean: 0.076233 2021-04-14 12:05:58.955: INFO @log_variables: train gender_confidence/accuracy mean: 0.700246 2021-04-14 12:05:58.955: INFO @log_variables: train age_confidence/loss mean: 0.047676 2021-04-14 12:05:58.955: INFO @log_variables: train age_confidence/accuracy mean: 0.746273 2021-04-14 12:05:58.955: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 12:05:58.957: INFO @metrics_hook: train age_mae: 12.822 +-0.184 (13818) 2021-04-14 12:05:58.959: INFO @metrics_hook: train gender_accuracy: 0.763 +-0.007 (13818) 2021-04-14 12:06:01.332: INFO @decay_lr : LR updated to `0.00020496285` 2021-04-14 12:06:01.335: INFO @log_profile : T train: 30.484788 2021-04-14 12:06:01.336: INFO @log_profile : T read data: 0.424995 2021-04-14 12:06:01.336: INFO @log_profile : T hooks: 2.930371 2021-04-14 12:06:01.336: INFO @main_loop : Epoch 76 done 2021-04-14 12:06:01.336: INFO @main_loop : Training epoch 77 2021-04-14 12:06:32.519: INFO @log_variables: train loss nanmean: 2.070780 2021-04-14 12:06:32.519: INFO @log_variables: train age_loss mean: 13.547318 2021-04-14 12:06:32.519: INFO @log_variables: train gender_loss mean: 0.479305 2021-04-14 12:06:32.519: INFO @log_variables: train age_mae mean: 12.800454 2021-04-14 12:06:32.519: INFO @log_variables: train gender_accuracy mean: 0.767506 2021-04-14 12:06:32.519: INFO @log_variables: train gender_confidence/loss nanmean: 0.076471 2021-04-14 12:06:32.519: INFO @log_variables: train gender_confidence/accuracy mean: 0.699074 2021-04-14 12:06:32.519: INFO @log_variables: train age_confidence/loss mean: 0.047463 2021-04-14 12:06:32.520: INFO @log_variables: train age_confidence/accuracy mean: 0.745587 2021-04-14 12:06:32.520: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 12:06:32.521: INFO @metrics_hook: train age_mae: 12.800 +-0.183 (13824) 2021-04-14 12:06:32.522: INFO @metrics_hook: train gender_accuracy: 0.768 +-0.007 (13824) 2021-04-14 12:06:34.819: INFO @decay_lr : LR updated to `0.00020393803` 2021-04-14 12:06:34.820: INFO @log_profile : T train: 30.253727 2021-04-14 12:06:34.820: INFO @log_profile : T read data: 0.309237 2021-04-14 12:06:34.820: INFO @log_profile : T hooks: 2.865851 2021-04-14 12:06:34.820: INFO @main_loop : Epoch 77 done 2021-04-14 12:06:34.820: INFO @main_loop : Training epoch 78 2021-04-14 12:07:05.854: INFO @log_variables: train loss nanmean: 2.058243 2021-04-14 12:07:05.855: INFO @log_variables: train age_loss mean: 13.465513 2021-04-14 12:07:05.855: INFO @log_variables: train gender_loss mean: 0.476474 2021-04-14 12:07:05.855: INFO @log_variables: train age_mae mean: 12.720034 2021-04-14 12:07:05.855: INFO @log_variables: train gender_accuracy mean: 0.769314 2021-04-14 12:07:05.855: INFO @log_variables: train gender_confidence/loss nanmean: 0.076927 2021-04-14 12:07:05.855: INFO @log_variables: train gender_confidence/accuracy mean: 0.697917 2021-04-14 12:07:05.855: INFO @log_variables: train age_confidence/loss mean: 0.047480 2021-04-14 12:07:05.855: INFO @log_variables: train age_confidence/accuracy mean: 0.744358 2021-04-14 12:07:05.855: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 12:07:05.857: INFO @metrics_hook: train age_mae: 12.720 +-0.181 (13824) 2021-04-14 12:07:05.859: INFO @metrics_hook: train gender_accuracy: 0.769 +-0.007 (13824) 2021-04-14 12:07:08.065: INFO @decay_lr : LR updated to `0.00020291834` 2021-04-14 12:07:08.067: INFO @log_profile : T train: 30.095357 2021-04-14 12:07:08.068: INFO @log_profile : T read data: 0.314378 2021-04-14 12:07:08.068: INFO @log_profile : T hooks: 2.784704 2021-04-14 12:07:08.068: INFO @main_loop : Epoch 78 done 2021-04-14 12:07:08.068: INFO @main_loop : Training epoch 79 2021-04-14 12:07:39.471: INFO @log_variables: train loss nanmean: 2.024209 2021-04-14 12:07:39.472: INFO @log_variables: train age_loss mean: 13.291162 2021-04-14 12:07:39.472: INFO @log_variables: train gender_loss mean: 0.475957 2021-04-14 12:07:39.472: INFO @log_variables: train age_mae mean: 12.547318 2021-04-14 12:07:39.472: INFO @log_variables: train gender_accuracy mean: 0.772036 2021-04-14 12:07:39.472: INFO @log_variables: train gender_confidence/loss nanmean: 0.076888 2021-04-14 12:07:39.472: INFO @log_variables: train gender_confidence/accuracy mean: 0.700536 2021-04-14 12:07:39.472: INFO @log_variables: train age_confidence/loss mean: 0.048109 2021-04-14 12:07:39.472: INFO @log_variables: train age_confidence/accuracy mean: 0.739832 2021-04-14 12:07:39.472: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 12:07:39.475: INFO @metrics_hook: train age_mae: 12.547 +-0.182 (13818) 2021-04-14 12:07:39.477: INFO @metrics_hook: train gender_accuracy: 0.772 +-0.007 (13818) 2021-04-14 12:07:41.950: INFO @decay_lr : LR updated to `0.00020190375` 2021-04-14 12:07:41.951: INFO @log_profile : T train: 30.355646 2021-04-14 12:07:41.951: INFO @log_profile : T read data: 0.443592 2021-04-14 12:07:41.951: INFO @log_profile : T hooks: 3.030347 2021-04-14 12:07:41.951: INFO @main_loop : Epoch 79 done 2021-04-14 12:07:41.951: INFO @main_loop : Training epoch 80 2021-04-14 12:08:13.460: INFO @log_variables: train loss nanmean: 2.050732 2021-04-14 12:08:13.460: INFO @log_variables: train age_loss mean: 13.443194 2021-04-14 12:08:13.460: INFO @log_variables: train gender_loss mean: 0.477394 2021-04-14 12:08:13.460: INFO @log_variables: train age_mae mean: 12.701085 2021-04-14 12:08:13.460: INFO @log_variables: train gender_accuracy mean: 0.769459 2021-04-14 12:08:13.460: INFO @log_variables: train gender_confidence/loss nanmean: 0.076972 2021-04-14 12:08:13.460: INFO @log_variables: train gender_confidence/accuracy mean: 0.697989 2021-04-14 12:08:13.460: INFO @log_variables: train age_confidence/loss mean: 0.048113 2021-04-14 12:08:13.460: INFO @log_variables: train age_confidence/accuracy mean: 0.741392 2021-04-14 12:08:13.460: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 12:08:13.463: INFO @metrics_hook: train age_mae: 12.701 +-0.185 (13824) 2021-04-14 12:08:13.465: INFO @metrics_hook: train gender_accuracy: 0.769 +-0.007 (13824) 2021-04-14 12:08:15.840: INFO @decay_lr : LR updated to `0.00020089422` 2021-04-14 12:08:15.842: INFO @log_profile : T train: 30.582428 2021-04-14 12:08:15.842: INFO @log_profile : T read data: 0.334804 2021-04-14 12:08:15.842: INFO @log_profile : T hooks: 2.920241 2021-04-14 12:08:15.842: INFO @main_loop : Epoch 80 done 2021-04-14 12:08:15.843: INFO @main_loop : Training epoch 81 2021-04-14 12:08:47.218: INFO @log_variables: train loss nanmean: 2.073389 2021-04-14 12:08:47.218: INFO @log_variables: train age_loss mean: 13.471889 2021-04-14 12:08:47.218: INFO @log_variables: train gender_loss mean: 0.476626 2021-04-14 12:08:47.218: INFO @log_variables: train age_mae mean: 12.726465 2021-04-14 12:08:47.218: INFO @log_variables: train gender_accuracy mean: 0.771484 2021-04-14 12:08:47.218: INFO @log_variables: train gender_confidence/loss nanmean: 0.076654 2021-04-14 12:08:47.218: INFO @log_variables: train gender_confidence/accuracy mean: 0.695891 2021-04-14 12:08:47.218: INFO @log_variables: train age_confidence/loss mean: 0.047592 2021-04-14 12:08:47.218: INFO @log_variables: train age_confidence/accuracy mean: 0.743634 2021-04-14 12:08:47.219: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 12:08:47.220: INFO @metrics_hook: train age_mae: 12.726 +-0.182 (13824) 2021-04-14 12:08:47.221: INFO @metrics_hook: train gender_accuracy: 0.771 +-0.007 (13824) 2021-04-14 12:08:49.626: INFO @decay_lr : LR updated to `0.00019988975` 2021-04-14 12:08:49.627: INFO @log_profile : T train: 30.484442 2021-04-14 12:08:49.627: INFO @log_profile : T read data: 0.315554 2021-04-14 12:08:49.627: INFO @log_profile : T hooks: 2.933214 2021-04-14 12:08:49.628: INFO @main_loop : Epoch 81 done 2021-04-14 12:08:49.628: INFO @main_loop : Training epoch 82 2021-04-14 12:09:21.130: INFO @log_variables: train loss nanmean: 2.051290 2021-04-14 12:09:21.130: INFO @log_variables: train age_loss mean: 13.388229 2021-04-14 12:09:21.130: INFO @log_variables: train gender_loss mean: 0.469779 2021-04-14 12:09:21.130: INFO @log_variables: train age_mae mean: 12.644414 2021-04-14 12:09:21.130: INFO @log_variables: train gender_accuracy mean: 0.773412 2021-04-14 12:09:21.131: INFO @log_variables: train gender_confidence/loss nanmean: 0.076397 2021-04-14 12:09:21.131: INFO @log_variables: train gender_confidence/accuracy mean: 0.702924 2021-04-14 12:09:21.131: INFO @log_variables: train age_confidence/loss mean: 0.047871 2021-04-14 12:09:21.131: INFO @log_variables: train age_confidence/accuracy mean: 0.744898 2021-04-14 12:09:21.131: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 12:09:21.134: INFO @metrics_hook: train age_mae: 12.644 +-0.180 (13818) 2021-04-14 12:09:21.136: INFO @metrics_hook: train gender_accuracy: 0.773 +-0.007 (13818) 2021-04-14 12:09:23.502: INFO @decay_lr : LR updated to `0.0001988903` 2021-04-14 12:09:23.504: INFO @log_profile : T train: 30.480188 2021-04-14 12:09:23.504: INFO @log_profile : T read data: 0.445314 2021-04-14 12:09:23.505: INFO @log_profile : T hooks: 2.896762 2021-04-14 12:09:23.505: INFO @main_loop : Epoch 82 done 2021-04-14 12:09:23.505: INFO @main_loop : Training epoch 83 2021-04-14 12:09:54.784: INFO @log_variables: train loss nanmean: 2.048430 2021-04-14 12:09:54.784: INFO @log_variables: train age_loss mean: 13.439923 2021-04-14 12:09:54.785: INFO @log_variables: train gender_loss mean: 0.466987 2021-04-14 12:09:54.785: INFO @log_variables: train age_mae mean: 12.696424 2021-04-14 12:09:54.785: INFO @log_variables: train gender_accuracy mean: 0.776620 2021-04-14 12:09:54.785: INFO @log_variables: train gender_confidence/loss nanmean: 0.076463 2021-04-14 12:09:54.785: INFO @log_variables: train gender_confidence/accuracy mean: 0.714410 2021-04-14 12:09:54.785: INFO @log_variables: train age_confidence/loss mean: 0.047834 2021-04-14 12:09:54.785: INFO @log_variables: train age_confidence/accuracy mean: 0.741464 2021-04-14 12:09:54.785: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 12:09:54.787: INFO @metrics_hook: train age_mae: 12.696 +-0.182 (13824) 2021-04-14 12:09:54.789: INFO @metrics_hook: train gender_accuracy: 0.777 +-0.007 (13824) 2021-04-14 12:09:56.916: INFO @decay_lr : LR updated to `0.00019789585` 2021-04-14 12:09:56.917: INFO @log_profile : T train: 30.343107 2021-04-14 12:09:56.917: INFO @log_profile : T read data: 0.308875 2021-04-14 12:09:56.917: INFO @log_profile : T hooks: 2.707174 2021-04-14 12:09:56.917: INFO @main_loop : Epoch 83 done 2021-04-14 12:09:56.918: INFO @main_loop : Training epoch 84 2021-04-14 12:10:28.157: INFO @log_variables: train loss nanmean: 1.994897 2021-04-14 12:10:28.158: INFO @log_variables: train age_loss mean: 13.311658 2021-04-14 12:10:28.158: INFO @log_variables: train gender_loss mean: 0.466204 2021-04-14 12:10:28.158: INFO @log_variables: train age_mae mean: 12.568799 2021-04-14 12:10:28.158: INFO @log_variables: train gender_accuracy mean: 0.775535 2021-04-14 12:10:28.158: INFO @log_variables: train gender_confidence/loss nanmean: 0.075990 2021-04-14 12:10:28.158: INFO @log_variables: train gender_confidence/accuracy mean: 0.707682 2021-04-14 12:10:28.158: INFO @log_variables: train age_confidence/loss mean: 0.048110 2021-04-14 12:10:28.158: INFO @log_variables: train age_confidence/accuracy mean: 0.738498 2021-04-14 12:10:28.158: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 12:10:28.159: INFO @metrics_hook: train age_mae: 12.569 +-0.180 (13824) 2021-04-14 12:10:28.161: INFO @metrics_hook: train gender_accuracy: 0.776 +-0.007 (13824) 2021-04-14 12:10:30.391: INFO @decay_lr : LR updated to `0.00019690637` 2021-04-14 12:10:30.392: INFO @log_profile : T train: 30.308983 2021-04-14 12:10:30.392: INFO @log_profile : T read data: 0.309237 2021-04-14 12:10:30.392: INFO @log_profile : T hooks: 2.801034 2021-04-14 12:10:30.392: INFO @main_loop : Epoch 84 done 2021-04-14 12:10:30.392: INFO @main_loop : Training epoch 85 2021-04-14 12:11:01.586: INFO @log_variables: train loss nanmean: 2.041713 2021-04-14 12:11:01.587: INFO @log_variables: train age_loss mean: 13.304486 2021-04-14 12:11:01.587: INFO @log_variables: train gender_loss mean: 0.470001 2021-04-14 12:11:01.587: INFO @log_variables: train age_mae mean: 12.565604 2021-04-14 12:11:01.587: INFO @log_variables: train gender_accuracy mean: 0.775825 2021-04-14 12:11:01.587: INFO @log_variables: train gender_confidence/loss nanmean: 0.076550 2021-04-14 12:11:01.587: INFO @log_variables: train gender_confidence/accuracy mean: 0.706670 2021-04-14 12:11:01.587: INFO @log_variables: train age_confidence/loss mean: 0.048347 2021-04-14 12:11:01.587: INFO @log_variables: train age_confidence/accuracy mean: 0.740741 2021-04-14 12:11:01.587: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 12:11:01.589: INFO @metrics_hook: train age_mae: 12.566 +-0.183 (13824) 2021-04-14 12:11:01.590: INFO @metrics_hook: train gender_accuracy: 0.776 +-0.007 (13824) 2021-04-14 12:11:03.882: INFO @decay_lr : LR updated to `0.00019592184` 2021-04-14 12:11:03.883: INFO @log_profile : T train: 30.258848 2021-04-14 12:11:03.883: INFO @log_profile : T read data: 0.310381 2021-04-14 12:11:03.884: INFO @log_profile : T hooks: 2.868390 2021-04-14 12:11:03.884: INFO @main_loop : Epoch 85 done 2021-04-14 12:11:03.884: INFO @main_loop : Training epoch 86 2021-04-14 12:11:35.508: INFO @log_variables: train loss nanmean: 2.020898 2021-04-14 12:11:35.508: INFO @log_variables: train age_loss mean: 13.347527 2021-04-14 12:11:35.509: INFO @log_variables: train gender_loss mean: 0.466508 2021-04-14 12:11:35.509: INFO @log_variables: train age_mae mean: 12.605757 2021-04-14 12:11:35.509: INFO @log_variables: train gender_accuracy mean: 0.773267 2021-04-14 12:11:35.509: INFO @log_variables: train gender_confidence/loss nanmean: 0.075998 2021-04-14 12:11:35.509: INFO @log_variables: train gender_confidence/accuracy mean: 0.698147 2021-04-14 12:11:35.509: INFO @log_variables: train age_confidence/loss mean: 0.048503 2021-04-14 12:11:35.509: INFO @log_variables: train age_confidence/accuracy mean: 0.736431 2021-04-14 12:11:35.509: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 12:11:35.511: INFO @metrics_hook: train age_mae: 12.606 +-0.184 (13818) 2021-04-14 12:11:35.512: INFO @metrics_hook: train gender_accuracy: 0.773 +-0.007 (13818) 2021-04-14 12:11:37.942: INFO @decay_lr : LR updated to `0.00019494223` 2021-04-14 12:11:37.943: INFO @log_profile : T train: 30.581501 2021-04-14 12:11:37.943: INFO @log_profile : T read data: 0.452205 2021-04-14 12:11:37.943: INFO @log_profile : T hooks: 2.970650 2021-04-14 12:11:37.943: INFO @main_loop : Epoch 86 done 2021-04-14 12:11:37.943: INFO @main_loop : Training epoch 87 2021-04-14 12:12:09.340: INFO @log_variables: train loss nanmean: 2.032234 2021-04-14 12:12:09.342: INFO @log_variables: train age_loss mean: 13.385656 2021-04-14 12:12:09.342: INFO @log_variables: train gender_loss mean: 0.468257 2021-04-14 12:12:09.342: INFO @log_variables: train age_mae mean: 12.643016 2021-04-14 12:12:09.342: INFO @log_variables: train gender_accuracy mean: 0.775969 2021-04-14 12:12:09.342: INFO @log_variables: train gender_confidence/loss nanmean: 0.077128 2021-04-14 12:12:09.342: INFO @log_variables: train gender_confidence/accuracy mean: 0.704861 2021-04-14 12:12:09.342: INFO @log_variables: train age_confidence/loss mean: 0.048336 2021-04-14 12:12:09.342: INFO @log_variables: train age_confidence/accuracy mean: 0.735966 2021-04-14 12:12:09.342: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 12:12:09.344: INFO @metrics_hook: train age_mae: 12.643 +-0.183 (13824) 2021-04-14 12:12:09.346: INFO @metrics_hook: train gender_accuracy: 0.776 +-0.007 (13824) 2021-04-14 12:12:11.783: INFO @decay_lr : LR updated to `0.00019396751` 2021-04-14 12:12:11.784: INFO @log_profile : T train: 30.472662 2021-04-14 12:12:11.784: INFO @log_profile : T read data: 0.324246 2021-04-14 12:12:11.784: INFO @log_profile : T hooks: 2.991999 2021-04-14 12:12:11.785: INFO @main_loop : Epoch 87 done 2021-04-14 12:12:11.785: INFO @main_loop : Training epoch 88 2021-04-14 12:12:43.174: INFO @log_variables: train loss nanmean: 2.013762 2021-04-14 12:12:43.174: INFO @log_variables: train age_loss mean: 13.150647 2021-04-14 12:12:43.174: INFO @log_variables: train gender_loss mean: 0.469418 2021-04-14 12:12:43.175: INFO @log_variables: train age_mae mean: 12.411346 2021-04-14 12:12:43.175: INFO @log_variables: train gender_accuracy mean: 0.773510 2021-04-14 12:12:43.175: INFO @log_variables: train gender_confidence/loss nanmean: 0.076250 2021-04-14 12:12:43.175: INFO @log_variables: train gender_confidence/accuracy mean: 0.700593 2021-04-14 12:12:43.175: INFO @log_variables: train age_confidence/loss mean: 0.048659 2021-04-14 12:12:43.175: INFO @log_variables: train age_confidence/accuracy mean: 0.733652 2021-04-14 12:12:43.175: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 12:12:43.178: INFO @metrics_hook: train age_mae: 12.411 +-0.179 (13824) 2021-04-14 12:12:43.182: INFO @metrics_hook: train gender_accuracy: 0.774 +-0.007 (13824) 2021-04-14 12:12:45.451: INFO @decay_lr : LR updated to `0.00019299767` 2021-04-14 12:12:45.452: INFO @log_profile : T train: 30.482090 2021-04-14 12:12:45.452: INFO @log_profile : T read data: 0.317169 2021-04-14 12:12:45.453: INFO @log_profile : T hooks: 2.816795 2021-04-14 12:12:45.453: INFO @main_loop : Epoch 88 done 2021-04-14 12:12:45.453: INFO @main_loop : Training epoch 89 2021-04-14 12:13:16.955: INFO @log_variables: train loss nanmean: 2.025595 2021-04-14 12:13:16.956: INFO @log_variables: train age_loss mean: 13.103301 2021-04-14 12:13:16.956: INFO @log_variables: train gender_loss mean: 0.468153 2021-04-14 12:13:16.956: INFO @log_variables: train age_mae mean: 12.366551 2021-04-14 12:13:16.956: INFO @log_variables: train gender_accuracy mean: 0.776218 2021-04-14 12:13:16.956: INFO @log_variables: train gender_confidence/loss nanmean: 0.076621 2021-04-14 12:13:16.956: INFO @log_variables: train gender_confidence/accuracy mean: 0.708186 2021-04-14 12:13:16.956: INFO @log_variables: train age_confidence/loss mean: 0.048262 2021-04-14 12:13:16.956: INFO @log_variables: train age_confidence/accuracy mean: 0.740465 2021-04-14 12:13:16.956: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 12:13:16.958: INFO @metrics_hook: train age_mae: 12.367 +-0.178 (13817) 2021-04-14 12:13:16.960: INFO @metrics_hook: train gender_accuracy: 0.776 +-0.007 (13817) 2021-04-14 12:13:20.635: INFO @decay_lr : LR updated to `0.00019203269` 2021-04-14 12:13:20.636: INFO @log_profile : T train: 30.478098 2021-04-14 12:13:20.636: INFO @log_profile : T read data: 0.429081 2021-04-14 12:13:20.636: INFO @log_profile : T hooks: 4.224138 2021-04-14 12:13:20.637: INFO @main_loop : Epoch 89 done 2021-04-14 12:13:20.637: INFO @main_loop : Training epoch 90 2021-04-14 12:13:51.864: INFO @log_variables: train loss nanmean: 1.977153 2021-04-14 12:13:51.864: INFO @log_variables: train age_loss mean: 13.042495 2021-04-14 12:13:51.864: INFO @log_variables: train gender_loss mean: 0.456434 2021-04-14 12:13:51.864: INFO @log_variables: train age_mae mean: 12.307921 2021-04-14 12:13:51.864: INFO @log_variables: train gender_accuracy mean: 0.782769 2021-04-14 12:13:51.865: INFO @log_variables: train gender_confidence/loss nanmean: 0.076314 2021-04-14 12:13:51.865: INFO @log_variables: train gender_confidence/accuracy mean: 0.707827 2021-04-14 12:13:51.865: INFO @log_variables: train age_confidence/loss mean: 0.048519 2021-04-14 12:13:51.865: INFO @log_variables: train age_confidence/accuracy mean: 0.740596 2021-04-14 12:13:51.865: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 12:13:51.867: INFO @metrics_hook: train age_mae: 12.308 +-0.179 (13824) 2021-04-14 12:13:51.869: INFO @metrics_hook: train gender_accuracy: 0.783 +-0.007 (13824) 2021-04-14 12:13:54.183: INFO @decay_lr : LR updated to `0.00019107253` 2021-04-14 12:13:54.184: INFO @log_profile : T train: 30.285130 2021-04-14 12:13:54.184: INFO @log_profile : T read data: 0.309630 2021-04-14 12:13:54.184: INFO @log_profile : T hooks: 2.899764 2021-04-14 12:13:54.184: INFO @main_loop : Epoch 90 done 2021-04-14 12:13:54.185: INFO @main_loop : Training epoch 91 2021-04-14 12:14:25.379: INFO @log_variables: train loss nanmean: 1.976904 2021-04-14 12:14:25.379: INFO @log_variables: train age_loss mean: 13.071112 2021-04-14 12:14:25.380: INFO @log_variables: train gender_loss mean: 0.455483 2021-04-14 12:14:25.380: INFO @log_variables: train age_mae mean: 12.336906 2021-04-14 12:14:25.380: INFO @log_variables: train gender_accuracy mean: 0.780961 2021-04-14 12:14:25.380: INFO @log_variables: train gender_confidence/loss nanmean: 0.075537 2021-04-14 12:14:25.380: INFO @log_variables: train gender_confidence/accuracy mean: 0.711733 2021-04-14 12:14:25.380: INFO @log_variables: train age_confidence/loss mean: 0.048515 2021-04-14 12:14:25.380: INFO @log_variables: train age_confidence/accuracy mean: 0.740162 2021-04-14 12:14:25.380: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 12:14:25.382: INFO @metrics_hook: train age_mae: 12.337 +-0.181 (13824) 2021-04-14 12:14:25.383: INFO @metrics_hook: train gender_accuracy: 0.781 +-0.007 (13824) 2021-04-14 12:14:27.689: INFO @decay_lr : LR updated to `0.00019011716` 2021-04-14 12:14:27.691: INFO @log_profile : T train: 30.256484 2021-04-14 12:14:27.691: INFO @log_profile : T read data: 0.309802 2021-04-14 12:14:27.691: INFO @log_profile : T hooks: 2.884537 2021-04-14 12:14:27.691: INFO @main_loop : Epoch 91 done 2021-04-14 12:14:27.691: INFO @main_loop : Training epoch 92 2021-04-14 12:14:59.049: INFO @log_variables: train loss nanmean: 1.991740 2021-04-14 12:14:59.050: INFO @log_variables: train age_loss mean: 12.978834 2021-04-14 12:14:59.050: INFO @log_variables: train gender_loss mean: 0.463484 2021-04-14 12:14:59.050: INFO @log_variables: train age_mae mean: 12.245914 2021-04-14 12:14:59.050: INFO @log_variables: train gender_accuracy mean: 0.780504 2021-04-14 12:14:59.050: INFO @log_variables: train gender_confidence/loss nanmean: 0.076582 2021-04-14 12:14:59.050: INFO @log_variables: train gender_confidence/accuracy mean: 0.702489 2021-04-14 12:14:59.050: INFO @log_variables: train age_confidence/loss mean: 0.049174 2021-04-14 12:14:59.050: INFO @log_variables: train age_confidence/accuracy mean: 0.736575 2021-04-14 12:14:59.050: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 12:14:59.052: INFO @metrics_hook: train age_mae: 12.246 +-0.180 (13818) 2021-04-14 12:14:59.054: INFO @metrics_hook: train gender_accuracy: 0.781 +-0.007 (13818) 2021-04-14 12:15:01.440: INFO @decay_lr : LR updated to `0.00018916657` 2021-04-14 12:15:01.442: INFO @log_profile : T train: 30.317575 2021-04-14 12:15:01.442: INFO @log_profile : T read data: 0.436894 2021-04-14 12:15:01.442: INFO @log_profile : T hooks: 2.940462 2021-04-14 12:15:01.442: INFO @main_loop : Epoch 92 done 2021-04-14 12:15:01.442: INFO @main_loop : Training epoch 93 2021-04-14 12:15:32.861: INFO @log_variables: train loss nanmean: 2.009962 2021-04-14 12:15:32.861: INFO @log_variables: train age_loss mean: 13.224085 2021-04-14 12:15:32.861: INFO @log_variables: train gender_loss mean: 0.452935 2021-04-14 12:15:32.862: INFO @log_variables: train age_mae mean: 12.493972 2021-04-14 12:15:32.862: INFO @log_variables: train gender_accuracy mean: 0.782046 2021-04-14 12:15:32.862: INFO @log_variables: train gender_confidence/loss nanmean: 0.075706 2021-04-14 12:15:32.862: INFO @log_variables: train gender_confidence/accuracy mean: 0.714844 2021-04-14 12:15:32.862: INFO @log_variables: train age_confidence/loss mean: 0.048279 2021-04-14 12:15:32.862: INFO @log_variables: train age_confidence/accuracy mean: 0.738354 2021-04-14 12:15:32.862: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 12:15:32.864: INFO @metrics_hook: train age_mae: 12.494 +-0.184 (13824) 2021-04-14 12:15:32.866: INFO @metrics_hook: train gender_accuracy: 0.782 +-0.007 (13824) 2021-04-14 12:15:35.078: INFO @decay_lr : LR updated to `0.00018822074` 2021-04-14 12:15:35.080: INFO @log_profile : T train: 30.498725 2021-04-14 12:15:35.080: INFO @log_profile : T read data: 0.322473 2021-04-14 12:15:35.080: INFO @log_profile : T hooks: 2.762376 2021-04-14 12:15:35.080: INFO @main_loop : Epoch 93 done 2021-04-14 12:15:35.080: INFO @main_loop : Training epoch 94 2021-04-14 12:16:06.438: INFO @log_variables: train loss nanmean: 1.957091 2021-04-14 12:16:06.438: INFO @log_variables: train age_loss mean: 13.025051 2021-04-14 12:16:06.438: INFO @log_variables: train gender_loss mean: 0.449915 2021-04-14 12:16:06.438: INFO @log_variables: train age_mae mean: 12.293983 2021-04-14 12:16:06.438: INFO @log_variables: train gender_accuracy mean: 0.788845 2021-04-14 12:16:06.438: INFO @log_variables: train gender_confidence/loss nanmean: 0.076718 2021-04-14 12:16:06.438: INFO @log_variables: train gender_confidence/accuracy mean: 0.709852 2021-04-14 12:16:06.438: INFO @log_variables: train age_confidence/loss mean: 0.048653 2021-04-14 12:16:06.439: INFO @log_variables: train age_confidence/accuracy mean: 0.738354 2021-04-14 12:16:06.439: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 12:16:06.440: INFO @metrics_hook: train age_mae: 12.294 +-0.180 (13824) 2021-04-14 12:16:06.441: INFO @metrics_hook: train gender_accuracy: 0.789 +-0.007 (13824) 2021-04-14 12:16:08.900: INFO @decay_lr : LR updated to `0.00018727964` 2021-04-14 12:16:08.901: INFO @log_profile : T train: 30.443437 2021-04-14 12:16:08.901: INFO @log_profile : T read data: 0.326191 2021-04-14 12:16:08.901: INFO @log_profile : T hooks: 2.997633 2021-04-14 12:16:08.901: INFO @main_loop : Epoch 94 done 2021-04-14 12:16:08.901: INFO @main_loop : Training epoch 95 2021-04-14 12:16:40.529: INFO @log_variables: train loss nanmean: 1.970394 2021-04-14 12:16:40.529: INFO @log_variables: train age_loss mean: 12.844906 2021-04-14 12:16:40.529: INFO @log_variables: train gender_loss mean: 0.447559 2021-04-14 12:16:40.529: INFO @log_variables: train age_mae mean: 12.119272 2021-04-14 12:16:40.529: INFO @log_variables: train gender_accuracy mean: 0.790925 2021-04-14 12:16:40.529: INFO @log_variables: train gender_confidence/loss nanmean: 0.076280 2021-04-14 12:16:40.530: INFO @log_variables: train gender_confidence/accuracy mean: 0.712911 2021-04-14 12:16:40.530: INFO @log_variables: train age_confidence/loss mean: 0.048764 2021-04-14 12:16:40.530: INFO @log_variables: train age_confidence/accuracy mean: 0.735707 2021-04-14 12:16:40.531: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 12:16:40.533: INFO @metrics_hook: train age_mae: 12.119 +-0.178 (13818) 2021-04-14 12:16:40.534: INFO @metrics_hook: train gender_accuracy: 0.791 +-0.007 (13818) 2021-04-14 12:16:42.857: INFO @decay_lr : LR updated to `0.00018634324` 2021-04-14 12:16:42.859: INFO @log_profile : T train: 30.600342 2021-04-14 12:16:42.859: INFO @log_profile : T read data: 0.443215 2021-04-14 12:16:42.859: INFO @log_profile : T hooks: 2.859499 2021-04-14 12:16:42.859: INFO @main_loop : Epoch 95 done 2021-04-14 12:16:42.859: INFO @main_loop : Training epoch 96 2021-04-14 12:17:13.969: INFO @log_variables: train loss nanmean: 1.977008 2021-04-14 12:17:13.969: INFO @log_variables: train age_loss mean: 12.961053 2021-04-14 12:17:13.969: INFO @log_variables: train gender_loss mean: 0.457442 2021-04-14 12:17:13.969: INFO @log_variables: train age_mae mean: 12.229553 2021-04-14 12:17:13.969: INFO @log_variables: train gender_accuracy mean: 0.781612 2021-04-14 12:17:13.969: INFO @log_variables: train gender_confidence/loss nanmean: 0.076199 2021-04-14 12:17:13.969: INFO @log_variables: train gender_confidence/accuracy mean: 0.711589 2021-04-14 12:17:13.970: INFO @log_variables: train age_confidence/loss mean: 0.049427 2021-04-14 12:17:13.970: INFO @log_variables: train age_confidence/accuracy mean: 0.728082 2021-04-14 12:17:13.970: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 12:17:13.971: INFO @metrics_hook: train age_mae: 12.230 +-0.179 (13824) 2021-04-14 12:17:13.972: INFO @metrics_hook: train gender_accuracy: 0.782 +-0.007 (13824) 2021-04-14 12:17:16.259: INFO @decay_lr : LR updated to `0.00018541153` 2021-04-14 12:17:16.260: INFO @log_profile : T train: 30.185973 2021-04-14 12:17:16.261: INFO @log_profile : T read data: 0.317555 2021-04-14 12:17:16.261: INFO @log_profile : T hooks: 2.844022 2021-04-14 12:17:16.261: INFO @main_loop : Epoch 96 done 2021-04-14 12:17:16.261: INFO @main_loop : Training epoch 97 2021-04-14 12:17:46.434: INFO @log_variables: train loss nanmean: 1.943233 2021-04-14 12:17:46.435: INFO @log_variables: train age_loss mean: 12.659304 2021-04-14 12:17:46.435: INFO @log_variables: train gender_loss mean: 0.448980 2021-04-14 12:17:46.435: INFO @log_variables: train age_mae mean: 11.936916 2021-04-14 12:17:46.435: INFO @log_variables: train gender_accuracy mean: 0.788990 2021-04-14 12:17:46.435: INFO @log_variables: train gender_confidence/loss nanmean: 0.076666 2021-04-14 12:17:46.435: INFO @log_variables: train gender_confidence/accuracy mean: 0.718822 2021-04-14 12:17:46.435: INFO @log_variables: train age_confidence/loss mean: 0.049238 2021-04-14 12:17:46.435: INFO @log_variables: train age_confidence/accuracy mean: 0.731120 2021-04-14 12:17:46.435: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 12:17:46.437: INFO @metrics_hook: train age_mae: 11.937 +-0.178 (13824) 2021-04-14 12:17:46.439: INFO @metrics_hook: train gender_accuracy: 0.789 +-0.007 (13824) 2021-04-14 12:17:48.709: INFO @decay_lr : LR updated to `0.00018448447` 2021-04-14 12:17:48.710: INFO @log_profile : T train: 29.244414 2021-04-14 12:17:48.711: INFO @log_profile : T read data: 0.306336 2021-04-14 12:17:48.711: INFO @log_profile : T hooks: 2.846248 2021-04-14 12:17:48.711: INFO @main_loop : Epoch 97 done 2021-04-14 12:17:48.711: INFO @main_loop : Training epoch 98 2021-04-14 12:18:19.932: INFO @log_variables: train loss nanmean: 1.948504 2021-04-14 12:18:19.932: INFO @log_variables: train age_loss mean: 12.876331 2021-04-14 12:18:19.932: INFO @log_variables: train gender_loss mean: 0.450605 2021-04-14 12:18:19.932: INFO @log_variables: train age_mae mean: 12.149836 2021-04-14 12:18:19.932: INFO @log_variables: train gender_accuracy mean: 0.787254 2021-04-14 12:18:19.932: INFO @log_variables: train gender_confidence/loss nanmean: 0.076508 2021-04-14 12:18:19.933: INFO @log_variables: train gender_confidence/accuracy mean: 0.704282 2021-04-14 12:18:19.933: INFO @log_variables: train age_confidence/loss mean: 0.048935 2021-04-14 12:18:19.933: INFO @log_variables: train age_confidence/accuracy mean: 0.734230 2021-04-14 12:18:19.933: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 12:18:19.935: INFO @metrics_hook: train age_mae: 12.150 +-0.181 (13824) 2021-04-14 12:18:19.936: INFO @metrics_hook: train gender_accuracy: 0.787 +-0.007 (13824) 2021-04-14 12:18:22.218: INFO @decay_lr : LR updated to `0.00018356205` 2021-04-14 12:18:22.219: INFO @log_profile : T train: 30.274153 2021-04-14 12:18:22.219: INFO @log_profile : T read data: 0.316741 2021-04-14 12:18:22.219: INFO @log_profile : T hooks: 2.862491 2021-04-14 12:18:22.220: INFO @main_loop : Epoch 98 done 2021-04-14 12:18:22.220: INFO @main_loop : Training epoch 99 2021-04-14 12:18:53.838: INFO @log_variables: train loss nanmean: 1.947030 2021-04-14 12:18:53.839: INFO @log_variables: train age_loss mean: 12.561442 2021-04-14 12:18:53.839: INFO @log_variables: train gender_loss mean: 0.452710 2021-04-14 12:18:53.839: INFO @log_variables: train age_mae mean: 11.838953 2021-04-14 12:18:53.839: INFO @log_variables: train gender_accuracy mean: 0.785425 2021-04-14 12:18:53.839: INFO @log_variables: train gender_confidence/loss nanmean: 0.076517 2021-04-14 12:18:53.839: INFO @log_variables: train gender_confidence/accuracy mean: 0.708713 2021-04-14 12:18:53.839: INFO @log_variables: train age_confidence/loss mean: 0.049749 2021-04-14 12:18:53.839: INFO @log_variables: train age_confidence/accuracy mean: 0.725575 2021-04-14 12:18:53.839: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 12:18:53.841: INFO @metrics_hook: train age_mae: 11.839 +-0.175 (13818) 2021-04-14 12:18:53.843: INFO @metrics_hook: train gender_accuracy: 0.785 +-0.007 (13818) 2021-04-14 12:18:56.165: INFO @decay_lr : LR updated to `0.00018264425` 2021-04-14 12:18:56.166: INFO @log_profile : T train: 30.605807 2021-04-14 12:18:56.167: INFO @log_profile : T read data: 0.432390 2021-04-14 12:18:56.167: INFO @log_profile : T hooks: 2.856014 2021-04-14 12:18:56.167: INFO @main_loop : Epoch 99 done 2021-04-14 12:18:56.167: INFO @main_loop : Training epoch 100 2021-04-14 12:19:27.767: INFO @log_variables: train loss nanmean: 1.942149 2021-04-14 12:19:27.769: INFO @log_variables: train age_loss mean: 12.829276 2021-04-14 12:19:27.769: INFO @log_variables: train gender_loss mean: 0.444331 2021-04-14 12:19:27.769: INFO @log_variables: train age_mae mean: 12.104830 2021-04-14 12:19:27.769: INFO @log_variables: train gender_accuracy mean: 0.790365 2021-04-14 12:19:27.769: INFO @log_variables: train gender_confidence/loss nanmean: 0.075979 2021-04-14 12:19:27.769: INFO @log_variables: train gender_confidence/accuracy mean: 0.708550 2021-04-14 12:19:27.769: INFO @log_variables: train age_confidence/loss mean: 0.049570 2021-04-14 12:19:27.769: INFO @log_variables: train age_confidence/accuracy mean: 0.725767 2021-04-14 12:19:27.769: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 12:19:27.772: INFO @metrics_hook: train age_mae: 12.105 +-0.180 (13824) 2021-04-14 12:19:27.774: INFO @metrics_hook: train gender_accuracy: 0.790 +-0.007 (13824) 2021-04-14 12:19:30.249: INFO @decay_lr : LR updated to `0.00018173103` 2021-04-14 12:19:30.251: INFO @log_profile : T train: 30.696278 2021-04-14 12:19:30.251: INFO @log_profile : T read data: 0.321411 2021-04-14 12:19:30.252: INFO @log_profile : T hooks: 3.012426 2021-04-14 12:19:30.252: INFO @main_loop : Epoch 100 done 2021-04-14 12:19:30.252: INFO @main_loop : Training epoch 101 2021-04-14 12:20:01.656: INFO @log_variables: train loss nanmean: 1.937534 2021-04-14 12:20:01.657: INFO @log_variables: train age_loss mean: 12.728676 2021-04-14 12:20:01.658: INFO @log_variables: train gender_loss mean: 0.443528 2021-04-14 12:20:01.658: INFO @log_variables: train age_mae mean: 12.012352 2021-04-14 12:20:01.658: INFO @log_variables: train gender_accuracy mean: 0.789497 2021-04-14 12:20:01.658: INFO @log_variables: train gender_confidence/loss nanmean: 0.075499 2021-04-14 12:20:01.658: INFO @log_variables: train gender_confidence/accuracy mean: 0.718822 2021-04-14 12:20:01.658: INFO @log_variables: train age_confidence/loss mean: 0.049001 2021-04-14 12:20:01.658: INFO @log_variables: train age_confidence/accuracy mean: 0.735605 2021-04-14 12:20:01.658: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 12:20:01.659: INFO @metrics_hook: train age_mae: 12.012 +-0.178 (13824) 2021-04-14 12:20:01.661: INFO @metrics_hook: train gender_accuracy: 0.789 +-0.007 (13824) 2021-04-14 12:20:04.051: INFO @decay_lr : LR updated to `0.00018082238` 2021-04-14 12:20:04.053: INFO @log_profile : T train: 30.515927 2021-04-14 12:20:04.054: INFO @log_profile : T read data: 0.309721 2021-04-14 12:20:04.054: INFO @log_profile : T hooks: 2.924693 2021-04-14 12:20:04.054: INFO @main_loop : Epoch 101 done 2021-04-14 12:20:04.054: INFO @main_loop : Training epoch 102 2021-04-14 12:20:34.727: INFO @log_variables: train loss nanmean: 1.918103 2021-04-14 12:20:34.727: INFO @log_variables: train age_loss mean: 12.641196 2021-04-14 12:20:34.727: INFO @log_variables: train gender_loss mean: 0.438967 2021-04-14 12:20:34.727: INFO @log_variables: train age_mae mean: 11.925828 2021-04-14 12:20:34.727: INFO @log_variables: train gender_accuracy mean: 0.793458 2021-04-14 12:20:34.727: INFO @log_variables: train gender_confidence/loss nanmean: 0.075986 2021-04-14 12:20:34.727: INFO @log_variables: train gender_confidence/accuracy mean: 0.712042 2021-04-14 12:20:34.728: INFO @log_variables: train age_confidence/loss mean: 0.049492 2021-04-14 12:20:34.728: INFO @log_variables: train age_confidence/accuracy mean: 0.731075 2021-04-14 12:20:34.728: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 12:20:34.729: INFO @metrics_hook: train age_mae: 11.926 +-0.176 (13818) 2021-04-14 12:20:34.731: INFO @metrics_hook: train gender_accuracy: 0.793 +-0.007 (13818) 2021-04-14 12:20:37.103: INFO @decay_lr : LR updated to `0.00017991826` 2021-04-14 12:20:37.104: INFO @log_profile : T train: 29.635838 2021-04-14 12:20:37.105: INFO @log_profile : T read data: 0.461237 2021-04-14 12:20:37.105: INFO @log_profile : T hooks: 2.902335 2021-04-14 12:20:37.105: INFO @main_loop : Epoch 102 done 2021-04-14 12:20:37.105: INFO @main_loop : Training epoch 103 2021-04-14 12:21:08.321: INFO @log_variables: train loss nanmean: 1.949396 2021-04-14 12:21:08.321: INFO @log_variables: train age_loss mean: 12.769945 2021-04-14 12:21:08.322: INFO @log_variables: train gender_loss mean: 0.444897 2021-04-14 12:21:08.322: INFO @log_variables: train age_mae mean: 12.054927 2021-04-14 12:21:08.322: INFO @log_variables: train gender_accuracy mean: 0.792535 2021-04-14 12:21:08.322: INFO @log_variables: train gender_confidence/loss nanmean: 0.076237 2021-04-14 12:21:08.322: INFO @log_variables: train gender_confidence/accuracy mean: 0.711227 2021-04-14 12:21:08.322: INFO @log_variables: train age_confidence/loss mean: 0.049318 2021-04-14 12:21:08.322: INFO @log_variables: train age_confidence/accuracy mean: 0.730107 2021-04-14 12:21:08.322: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 12:21:08.324: INFO @metrics_hook: train age_mae: 12.055 +-0.178 (13824) 2021-04-14 12:21:08.326: INFO @metrics_hook: train gender_accuracy: 0.793 +-0.007 (13824) 2021-04-14 12:21:10.861: INFO @decay_lr : LR updated to `0.00017901868` 2021-04-14 12:21:10.863: INFO @log_profile : T train: 30.270592 2021-04-14 12:21:10.863: INFO @log_profile : T read data: 0.308011 2021-04-14 12:21:10.863: INFO @log_profile : T hooks: 3.123433 2021-04-14 12:21:10.863: INFO @main_loop : Epoch 103 done 2021-04-14 12:21:10.863: INFO @main_loop : Training epoch 104 2021-04-14 12:21:41.099: INFO @log_variables: train loss nanmean: 1.911351 2021-04-14 12:21:41.099: INFO @log_variables: train age_loss mean: 12.799836 2021-04-14 12:21:41.099: INFO @log_variables: train gender_loss mean: 0.439515 2021-04-14 12:21:41.099: INFO @log_variables: train age_mae mean: 12.083179 2021-04-14 12:21:41.099: INFO @log_variables: train gender_accuracy mean: 0.792535 2021-04-14 12:21:41.099: INFO @log_variables: train gender_confidence/loss nanmean: 0.075812 2021-04-14 12:21:41.099: INFO @log_variables: train gender_confidence/accuracy mean: 0.713180 2021-04-14 12:21:41.100: INFO @log_variables: train age_confidence/loss mean: 0.049381 2021-04-14 12:21:41.100: INFO @log_variables: train age_confidence/accuracy mean: 0.730252 2021-04-14 12:21:41.100: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 12:21:41.102: INFO @metrics_hook: train age_mae: 12.083 +-0.180 (13824) 2021-04-14 12:21:41.104: INFO @metrics_hook: train gender_accuracy: 0.793 +-0.007 (13824) 2021-04-14 12:21:43.351: INFO @decay_lr : LR updated to `0.00017812359` 2021-04-14 12:21:43.352: INFO @log_profile : T train: 29.283938 2021-04-14 12:21:43.353: INFO @log_profile : T read data: 0.315037 2021-04-14 12:21:43.353: INFO @log_profile : T hooks: 2.836205 2021-04-14 12:21:43.353: INFO @main_loop : Epoch 104 done 2021-04-14 12:21:43.353: INFO @main_loop : Training epoch 105 2021-04-14 12:22:14.243: INFO @log_variables: train loss nanmean: 1.930541 2021-04-14 12:22:14.244: INFO @log_variables: train age_loss mean: 12.656112 2021-04-14 12:22:14.244: INFO @log_variables: train gender_loss mean: 0.430737 2021-04-14 12:22:14.244: INFO @log_variables: train age_mae mean: 11.942327 2021-04-14 12:22:14.244: INFO @log_variables: train gender_accuracy mean: 0.799392 2021-04-14 12:22:14.244: INFO @log_variables: train gender_confidence/loss nanmean: 0.076015 2021-04-14 12:22:14.244: INFO @log_variables: train gender_confidence/accuracy mean: 0.716167 2021-04-14 12:22:14.244: INFO @log_variables: train age_confidence/loss mean: 0.049777 2021-04-14 12:22:14.244: INFO @log_variables: train age_confidence/accuracy mean: 0.727167 2021-04-14 12:22:14.244: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 12:22:14.246: INFO @metrics_hook: train age_mae: 11.942 +-0.177 (13818) 2021-04-14 12:22:14.247: INFO @metrics_hook: train gender_accuracy: 0.799 +-0.007 (13818) 2021-04-14 12:22:16.697: INFO @decay_lr : LR updated to `0.00017723297` 2021-04-14 12:22:16.698: INFO @log_profile : T train: 29.809899 2021-04-14 12:22:16.698: INFO @log_profile : T read data: 0.447359 2021-04-14 12:22:16.698: INFO @log_profile : T hooks: 3.034898 2021-04-14 12:22:16.698: INFO @main_loop : Epoch 105 done 2021-04-14 12:22:16.698: INFO @main_loop : Training epoch 106 2021-04-14 12:22:48.187: INFO @log_variables: train loss nanmean: 1.932099 2021-04-14 12:22:48.187: INFO @log_variables: train age_loss mean: 12.598347 2021-04-14 12:22:48.187: INFO @log_variables: train gender_loss mean: 0.441278 2021-04-14 12:22:48.187: INFO @log_variables: train age_mae mean: 11.884194 2021-04-14 12:22:48.187: INFO @log_variables: train gender_accuracy mean: 0.794199 2021-04-14 12:22:48.187: INFO @log_variables: train gender_confidence/loss nanmean: 0.076008 2021-04-14 12:22:48.188: INFO @log_variables: train gender_confidence/accuracy mean: 0.714988 2021-04-14 12:22:48.188: INFO @log_variables: train age_confidence/loss mean: 0.049012 2021-04-14 12:22:48.188: INFO @log_variables: train age_confidence/accuracy mean: 0.733652 2021-04-14 12:22:48.188: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 12:22:48.191: INFO @metrics_hook: train age_mae: 11.884 +-0.175 (13824) 2021-04-14 12:22:48.194: INFO @metrics_hook: train gender_accuracy: 0.794 +-0.007 (13824) 2021-04-14 12:22:50.627: INFO @decay_lr : LR updated to `0.0001763468` 2021-04-14 12:22:50.629: INFO @log_profile : T train: 30.570982 2021-04-14 12:22:50.629: INFO @log_profile : T read data: 0.317698 2021-04-14 12:22:50.629: INFO @log_profile : T hooks: 2.989632 2021-04-14 12:22:50.629: INFO @main_loop : Epoch 106 done 2021-04-14 12:22:50.629: INFO @main_loop : Training epoch 107 2021-04-14 12:23:22.032: INFO @log_variables: train loss nanmean: 1.900499 2021-04-14 12:23:22.033: INFO @log_variables: train age_loss mean: 12.709039 2021-04-14 12:23:22.033: INFO @log_variables: train gender_loss mean: 0.440213 2021-04-14 12:23:22.033: INFO @log_variables: train age_mae mean: 11.991919 2021-04-14 12:23:22.033: INFO @log_variables: train gender_accuracy mean: 0.797020 2021-04-14 12:23:22.033: INFO @log_variables: train gender_confidence/loss nanmean: 0.076280 2021-04-14 12:23:22.033: INFO @log_variables: train gender_confidence/accuracy mean: 0.710576 2021-04-14 12:23:22.033: INFO @log_variables: train age_confidence/loss mean: 0.050058 2021-04-14 12:23:22.033: INFO @log_variables: train age_confidence/accuracy mean: 0.723524 2021-04-14 12:23:22.033: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 12:23:22.036: INFO @metrics_hook: train age_mae: 11.992 +-0.178 (13824) 2021-04-14 12:23:22.038: INFO @metrics_hook: train gender_accuracy: 0.797 +-0.007 (13824) 2021-04-14 12:23:24.545: INFO @decay_lr : LR updated to `0.00017546507` 2021-04-14 12:23:24.547: INFO @log_profile : T train: 30.496852 2021-04-14 12:23:24.547: INFO @log_profile : T read data: 0.316321 2021-04-14 12:23:24.547: INFO @log_profile : T hooks: 3.050920 2021-04-14 12:23:24.547: INFO @main_loop : Epoch 107 done 2021-04-14 12:23:24.547: INFO @main_loop : Training epoch 108 2021-04-14 12:23:56.061: INFO @log_variables: train loss nanmean: 1.939286 2021-04-14 12:23:56.061: INFO @log_variables: train age_loss mean: 12.727271 2021-04-14 12:23:56.062: INFO @log_variables: train gender_loss mean: 0.434053 2021-04-14 12:23:56.062: INFO @log_variables: train age_mae mean: 12.014296 2021-04-14 12:23:56.062: INFO @log_variables: train gender_accuracy mean: 0.798958 2021-04-14 12:23:56.062: INFO @log_variables: train gender_confidence/loss nanmean: 0.075942 2021-04-14 12:23:56.062: INFO @log_variables: train gender_confidence/accuracy mean: 0.721233 2021-04-14 12:23:56.062: INFO @log_variables: train age_confidence/loss mean: 0.049605 2021-04-14 12:23:56.062: INFO @log_variables: train age_confidence/accuracy mean: 0.727457 2021-04-14 12:23:56.062: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 12:23:56.064: INFO @metrics_hook: train age_mae: 12.014 +-0.179 (13818) 2021-04-14 12:23:56.067: INFO @metrics_hook: train gender_accuracy: 0.799 +-0.007 (13818) 2021-04-14 12:23:58.625: INFO @decay_lr : LR updated to `0.00017458775` 2021-04-14 12:23:58.626: INFO @log_profile : T train: 30.466427 2021-04-14 12:23:58.626: INFO @log_profile : T read data: 0.454692 2021-04-14 12:23:58.626: INFO @log_profile : T hooks: 3.104504 2021-04-14 12:23:58.626: INFO @main_loop : Epoch 108 done 2021-04-14 12:23:58.626: INFO @main_loop : Training epoch 109 2021-04-14 12:24:29.942: INFO @log_variables: train loss nanmean: 1.910593 2021-04-14 12:24:29.943: INFO @log_variables: train age_loss mean: 12.441207 2021-04-14 12:24:29.943: INFO @log_variables: train gender_loss mean: 0.432549 2021-04-14 12:24:29.943: INFO @log_variables: train age_mae mean: 11.732445 2021-04-14 12:24:29.943: INFO @log_variables: train gender_accuracy mean: 0.798611 2021-04-14 12:24:29.943: INFO @log_variables: train gender_confidence/loss nanmean: 0.075957 2021-04-14 12:24:29.943: INFO @log_variables: train gender_confidence/accuracy mean: 0.717014 2021-04-14 12:24:29.943: INFO @log_variables: train age_confidence/loss mean: 0.050603 2021-04-14 12:24:29.943: INFO @log_variables: train age_confidence/accuracy mean: 0.720848 2021-04-14 12:24:29.943: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 12:24:29.946: INFO @metrics_hook: train age_mae: 11.732 +-0.176 (13824) 2021-04-14 12:24:29.948: INFO @metrics_hook: train gender_accuracy: 0.799 +-0.007 (13824) 2021-04-14 12:24:32.359: INFO @decay_lr : LR updated to `0.00017371481` 2021-04-14 12:24:32.360: INFO @log_profile : T train: 30.403125 2021-04-14 12:24:32.360: INFO @log_profile : T read data: 0.312260 2021-04-14 12:24:32.360: INFO @log_profile : T hooks: 2.965301 2021-04-14 12:24:32.360: INFO @main_loop : Epoch 109 done 2021-04-14 12:24:32.360: INFO @main_loop : Training epoch 110 2021-04-14 12:25:02.603: INFO @log_variables: train loss nanmean: 1.892223 2021-04-14 12:25:02.603: INFO @log_variables: train age_loss mean: 12.601810 2021-04-14 12:25:02.603: INFO @log_variables: train gender_loss mean: 0.431088 2021-04-14 12:25:02.603: INFO @log_variables: train age_mae mean: 11.889974 2021-04-14 12:25:02.603: INFO @log_variables: train gender_accuracy mean: 0.799551 2021-04-14 12:25:02.603: INFO @log_variables: train gender_confidence/loss nanmean: 0.075972 2021-04-14 12:25:02.603: INFO @log_variables: train gender_confidence/accuracy mean: 0.715205 2021-04-14 12:25:02.603: INFO @log_variables: train age_confidence/loss mean: 0.049472 2021-04-14 12:25:02.603: INFO @log_variables: train age_confidence/accuracy mean: 0.728226 2021-04-14 12:25:02.604: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 12:25:02.605: INFO @metrics_hook: train age_mae: 11.890 +-0.177 (13824) 2021-04-14 12:25:02.607: INFO @metrics_hook: train gender_accuracy: 0.800 +-0.007 (13824) 2021-04-14 12:25:04.915: INFO @decay_lr : LR updated to `0.00017284624` 2021-04-14 12:25:04.917: INFO @log_profile : T train: 29.292363 2021-04-14 12:25:04.917: INFO @log_profile : T read data: 0.315036 2021-04-14 12:25:04.917: INFO @log_profile : T hooks: 2.895540 2021-04-14 12:25:04.917: INFO @main_loop : Epoch 110 done 2021-04-14 12:25:04.917: INFO @main_loop : Training epoch 111 2021-04-14 12:25:36.122: INFO @log_variables: train loss nanmean: 1.885610 2021-04-14 12:25:36.122: INFO @log_variables: train age_loss mean: 12.374310 2021-04-14 12:25:36.122: INFO @log_variables: train gender_loss mean: 0.433084 2021-04-14 12:25:36.122: INFO @log_variables: train age_mae mean: 11.667334 2021-04-14 12:25:36.122: INFO @log_variables: train gender_accuracy mean: 0.796875 2021-04-14 12:25:36.122: INFO @log_variables: train gender_confidence/loss nanmean: 0.075673 2021-04-14 12:25:36.122: INFO @log_variables: train gender_confidence/accuracy mean: 0.715350 2021-04-14 12:25:36.122: INFO @log_variables: train age_confidence/loss mean: 0.050494 2021-04-14 12:25:36.122: INFO @log_variables: train age_confidence/accuracy mean: 0.720269 2021-04-14 12:25:36.123: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 12:25:36.125: INFO @metrics_hook: train age_mae: 11.667 +-0.175 (13824) 2021-04-14 12:25:36.127: INFO @metrics_hook: train gender_accuracy: 0.797 +-0.007 (13824) 2021-04-14 12:25:38.536: INFO @decay_lr : LR updated to `0.000171982` 2021-04-14 12:25:38.537: INFO @log_profile : T train: 30.255043 2021-04-14 12:25:38.538: INFO @log_profile : T read data: 0.304495 2021-04-14 12:25:38.538: INFO @log_profile : T hooks: 3.006559 2021-04-14 12:25:38.538: INFO @main_loop : Epoch 111 done 2021-04-14 12:25:38.538: INFO @main_loop : Training epoch 112 2021-04-14 12:26:09.229: INFO @log_variables: train loss nanmean: 1.879326 2021-04-14 12:26:09.230: INFO @log_variables: train age_loss mean: 12.346437 2021-04-14 12:26:09.230: INFO @log_variables: train gender_loss mean: 0.426062 2021-04-14 12:26:09.230: INFO @log_variables: train age_mae mean: 11.644506 2021-04-14 12:26:09.230: INFO @log_variables: train gender_accuracy mean: 0.801636 2021-04-14 12:26:09.230: INFO @log_variables: train gender_confidence/loss nanmean: 0.075442 2021-04-14 12:26:09.230: INFO @log_variables: train gender_confidence/accuracy mean: 0.717470 2021-04-14 12:26:09.230: INFO @log_variables: train age_confidence/loss mean: 0.050099 2021-04-14 12:26:09.230: INFO @log_variables: train age_confidence/accuracy mean: 0.723694 2021-04-14 12:26:09.230: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 12:26:09.232: INFO @metrics_hook: train age_mae: 11.645 +-0.175 (13818) 2021-04-14 12:26:09.234: INFO @metrics_hook: train gender_accuracy: 0.802 +-0.007 (13818) 2021-04-14 12:26:11.578: INFO @decay_lr : LR updated to `0.00017112208` 2021-04-14 12:26:11.579: INFO @log_profile : T train: 29.677895 2021-04-14 12:26:11.580: INFO @log_profile : T read data: 0.425474 2021-04-14 12:26:11.580: INFO @log_profile : T hooks: 2.884481 2021-04-14 12:26:11.580: INFO @main_loop : Epoch 112 done 2021-04-14 12:26:11.580: INFO @main_loop : Training epoch 113 2021-04-14 12:26:43.018: INFO @log_variables: train loss nanmean: 1.897247 2021-04-14 12:26:43.019: INFO @log_variables: train age_loss mean: 12.503213 2021-04-14 12:26:43.019: INFO @log_variables: train gender_loss mean: 0.430453 2021-04-14 12:26:43.019: INFO @log_variables: train age_mae mean: 11.796456 2021-04-14 12:26:43.019: INFO @log_variables: train gender_accuracy mean: 0.798177 2021-04-14 12:26:43.019: INFO @log_variables: train gender_confidence/loss nanmean: 0.075592 2021-04-14 12:26:43.019: INFO @log_variables: train gender_confidence/accuracy mean: 0.719256 2021-04-14 12:26:43.019: INFO @log_variables: train age_confidence/loss mean: 0.050123 2021-04-14 12:26:43.019: INFO @log_variables: train age_confidence/accuracy mean: 0.722367 2021-04-14 12:26:43.020: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 12:26:43.021: INFO @metrics_hook: train age_mae: 11.796 +-0.178 (13824) 2021-04-14 12:26:43.023: INFO @metrics_hook: train gender_accuracy: 0.798 +-0.007 (13824) 2021-04-14 12:26:47.092: INFO @decay_lr : LR updated to `0.00017026647` 2021-04-14 12:26:47.093: INFO @log_profile : T train: 30.541908 2021-04-14 12:26:47.093: INFO @log_profile : T read data: 0.309234 2021-04-14 12:26:47.093: INFO @log_profile : T hooks: 4.609322 2021-04-14 12:26:47.094: INFO @main_loop : Epoch 113 done 2021-04-14 12:26:47.094: INFO @main_loop : Training epoch 114 2021-04-14 12:27:17.649: INFO @log_variables: train loss nanmean: 1.881504 2021-04-14 12:27:17.649: INFO @log_variables: train age_loss mean: 12.487275 2021-04-14 12:27:17.649: INFO @log_variables: train gender_loss mean: 0.426117 2021-04-14 12:27:17.649: INFO @log_variables: train age_mae mean: 11.780974 2021-04-14 12:27:17.649: INFO @log_variables: train gender_accuracy mean: 0.799045 2021-04-14 12:27:17.649: INFO @log_variables: train gender_confidence/loss nanmean: 0.075031 2021-04-14 12:27:17.649: INFO @log_variables: train gender_confidence/accuracy mean: 0.713108 2021-04-14 12:27:17.650: INFO @log_variables: train age_confidence/loss mean: 0.049936 2021-04-14 12:27:17.650: INFO @log_variables: train age_confidence/accuracy mean: 0.723380 2021-04-14 12:27:17.650: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 12:27:17.653: INFO @metrics_hook: train age_mae: 11.781 +-0.177 (13824) 2021-04-14 12:27:17.658: INFO @metrics_hook: train gender_accuracy: 0.799 +-0.007 (13824) 2021-04-14 12:27:20.349: INFO @decay_lr : LR updated to `0.00016941514` 2021-04-14 12:27:20.351: INFO @log_profile : T train: 29.651007 2021-04-14 12:27:20.351: INFO @log_profile : T read data: 0.306970 2021-04-14 12:27:20.351: INFO @log_profile : T hooks: 3.246148 2021-04-14 12:27:20.351: INFO @main_loop : Epoch 114 done 2021-04-14 12:27:20.351: INFO @main_loop : Training epoch 115 2021-04-14 12:27:51.753: INFO @log_variables: train loss nanmean: 1.864339 2021-04-14 12:27:51.753: INFO @log_variables: train age_loss mean: 12.248971 2021-04-14 12:27:51.753: INFO @log_variables: train gender_loss mean: 0.426615 2021-04-14 12:27:51.753: INFO @log_variables: train age_mae mean: 11.543021 2021-04-14 12:27:51.753: INFO @log_variables: train gender_accuracy mean: 0.803445 2021-04-14 12:27:51.753: INFO @log_variables: train gender_confidence/loss nanmean: 0.076133 2021-04-14 12:27:51.753: INFO @log_variables: train gender_confidence/accuracy mean: 0.718411 2021-04-14 12:27:51.754: INFO @log_variables: train age_confidence/loss mean: 0.051436 2021-04-14 12:27:51.754: INFO @log_variables: train age_confidence/accuracy mean: 0.710233 2021-04-14 12:27:51.754: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 12:27:51.755: INFO @metrics_hook: train age_mae: 11.543 +-0.174 (13818) 2021-04-14 12:27:51.757: INFO @metrics_hook: train gender_accuracy: 0.803 +-0.007 (13818) 2021-04-14 12:27:54.133: INFO @decay_lr : LR updated to `0.00016856806` 2021-04-14 12:27:54.134: INFO @log_profile : T train: 30.388524 2021-04-14 12:27:54.135: INFO @log_profile : T read data: 0.438896 2021-04-14 12:27:54.135: INFO @log_profile : T hooks: 2.903936 2021-04-14 12:27:54.135: INFO @main_loop : Epoch 115 done 2021-04-14 12:27:54.135: INFO @main_loop : Training epoch 116 2021-04-14 12:28:25.194: INFO @log_variables: train loss nanmean: 1.871182 2021-04-14 12:28:25.194: INFO @log_variables: train age_loss mean: 12.255242 2021-04-14 12:28:25.194: INFO @log_variables: train gender_loss mean: 0.420602 2021-04-14 12:28:25.194: INFO @log_variables: train age_mae mean: 11.552620 2021-04-14 12:28:25.195: INFO @log_variables: train gender_accuracy mean: 0.806062 2021-04-14 12:28:25.195: INFO @log_variables: train gender_confidence/loss nanmean: 0.075558 2021-04-14 12:28:25.195: INFO @log_variables: train gender_confidence/accuracy mean: 0.718750 2021-04-14 12:28:25.195: INFO @log_variables: train age_confidence/loss mean: 0.050070 2021-04-14 12:28:25.195: INFO @log_variables: train age_confidence/accuracy mean: 0.722512 2021-04-14 12:28:25.195: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 12:28:25.197: INFO @metrics_hook: train age_mae: 11.553 +-0.172 (13824) 2021-04-14 12:28:25.198: INFO @metrics_hook: train gender_accuracy: 0.806 +-0.007 (13824) 2021-04-14 12:28:27.406: INFO @decay_lr : LR updated to `0.00016772521` 2021-04-14 12:28:27.407: INFO @log_profile : T train: 30.126702 2021-04-14 12:28:27.407: INFO @log_profile : T read data: 0.307315 2021-04-14 12:28:27.408: INFO @log_profile : T hooks: 2.785539 2021-04-14 12:28:27.408: INFO @main_loop : Epoch 116 done 2021-04-14 12:28:27.408: INFO @main_loop : Training epoch 117 2021-04-14 12:28:58.659: INFO @log_variables: train loss nanmean: 1.908165 2021-04-14 12:28:58.659: INFO @log_variables: train age_loss mean: 12.462372 2021-04-14 12:28:58.659: INFO @log_variables: train gender_loss mean: 0.426909 2021-04-14 12:28:58.659: INFO @log_variables: train age_mae mean: 11.756488 2021-04-14 12:28:58.659: INFO @log_variables: train gender_accuracy mean: 0.796730 2021-04-14 12:28:58.659: INFO @log_variables: train gender_confidence/loss nanmean: 0.074943 2021-04-14 12:28:58.659: INFO @log_variables: train gender_confidence/accuracy mean: 0.729745 2021-04-14 12:28:58.659: INFO @log_variables: train age_confidence/loss mean: 0.050418 2021-04-14 12:28:58.659: INFO @log_variables: train age_confidence/accuracy mean: 0.719618 2021-04-14 12:28:58.659: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 12:28:58.661: INFO @metrics_hook: train age_mae: 11.756 +-0.178 (13824) 2021-04-14 12:28:58.662: INFO @metrics_hook: train gender_accuracy: 0.797 +-0.007 (13824) 2021-04-14 12:29:00.828: INFO @decay_lr : LR updated to `0.00016688659` 2021-04-14 12:29:00.829: INFO @log_profile : T train: 30.306958 2021-04-14 12:29:00.829: INFO @log_profile : T read data: 0.320149 2021-04-14 12:29:00.829: INFO @log_profile : T hooks: 2.740514 2021-04-14 12:29:00.829: INFO @main_loop : Epoch 117 done 2021-04-14 12:29:00.829: INFO @main_loop : Training epoch 118 2021-04-14 12:29:31.092: INFO @log_variables: train loss nanmean: 1.870327 2021-04-14 12:29:31.092: INFO @log_variables: train age_loss mean: 12.261757 2021-04-14 12:29:31.092: INFO @log_variables: train gender_loss mean: 0.414894 2021-04-14 12:29:31.092: INFO @log_variables: train age_mae mean: 11.562289 2021-04-14 12:29:31.092: INFO @log_variables: train gender_accuracy mean: 0.808149 2021-04-14 12:29:31.092: INFO @log_variables: train gender_confidence/loss nanmean: 0.075545 2021-04-14 12:29:31.092: INFO @log_variables: train gender_confidence/accuracy mean: 0.717977 2021-04-14 12:29:31.093: INFO @log_variables: train age_confidence/loss mean: 0.050802 2021-04-14 12:29:31.093: INFO @log_variables: train age_confidence/accuracy mean: 0.718194 2021-04-14 12:29:31.093: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 12:29:31.095: INFO @metrics_hook: train age_mae: 11.562 +-0.176 (13818) 2021-04-14 12:29:31.096: INFO @metrics_hook: train gender_accuracy: 0.808 +-0.007 (13818) 2021-04-14 12:29:33.512: INFO @decay_lr : LR updated to `0.00016605215` 2021-04-14 12:29:33.513: INFO @log_profile : T train: 29.177060 2021-04-14 12:29:33.513: INFO @log_profile : T read data: 0.449616 2021-04-14 12:29:33.513: INFO @log_profile : T hooks: 3.001872 2021-04-14 12:29:33.513: INFO @main_loop : Epoch 118 done 2021-04-14 12:29:33.513: INFO @main_loop : Training epoch 119 2021-04-14 12:30:05.002: INFO @log_variables: train loss nanmean: 1.869425 2021-04-14 12:30:05.002: INFO @log_variables: train age_loss mean: 12.223599 2021-04-14 12:30:05.002: INFO @log_variables: train gender_loss mean: 0.416016 2021-04-14 12:30:05.002: INFO @log_variables: train age_mae mean: 11.521085 2021-04-14 12:30:05.003: INFO @log_variables: train gender_accuracy mean: 0.807929 2021-04-14 12:30:05.003: INFO @log_variables: train gender_confidence/loss nanmean: 0.075871 2021-04-14 12:30:05.003: INFO @log_variables: train gender_confidence/accuracy mean: 0.721696 2021-04-14 12:30:05.003: INFO @log_variables: train age_confidence/loss mean: 0.049949 2021-04-14 12:30:05.003: INFO @log_variables: train age_confidence/accuracy mean: 0.725168 2021-04-14 12:30:05.003: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 12:30:05.005: INFO @metrics_hook: train age_mae: 11.521 +-0.173 (13823) 2021-04-14 12:30:05.007: INFO @metrics_hook: train gender_accuracy: 0.808 +-0.007 (13823) 2021-04-14 12:30:07.300: INFO @decay_lr : LR updated to `0.00016522189` 2021-04-14 12:30:07.301: INFO @log_profile : T train: 30.586561 2021-04-14 12:30:07.301: INFO @log_profile : T read data: 0.312532 2021-04-14 12:30:07.301: INFO @log_profile : T hooks: 2.835989 2021-04-14 12:30:07.302: INFO @main_loop : Epoch 119 done 2021-04-14 12:30:07.302: INFO @main_loop : Training epoch 120 2021-04-14 12:30:37.806: INFO @log_variables: train loss nanmean: 1.861098 2021-04-14 12:30:37.806: INFO @log_variables: train age_loss mean: 12.423568 2021-04-14 12:30:37.806: INFO @log_variables: train gender_loss mean: 0.414097 2021-04-14 12:30:37.806: INFO @log_variables: train age_mae mean: 11.718422 2021-04-14 12:30:37.806: INFO @log_variables: train gender_accuracy mean: 0.811053 2021-04-14 12:30:37.806: INFO @log_variables: train gender_confidence/loss nanmean: 0.075771 2021-04-14 12:30:37.806: INFO @log_variables: train gender_confidence/accuracy mean: 0.724826 2021-04-14 12:30:37.806: INFO @log_variables: train age_confidence/loss mean: 0.050406 2021-04-14 12:30:37.806: INFO @log_variables: train age_confidence/accuracy mean: 0.717303 2021-04-14 12:30:37.806: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 12:30:37.808: INFO @metrics_hook: train age_mae: 11.718 +-0.177 (13824) 2021-04-14 12:30:37.809: INFO @metrics_hook: train gender_accuracy: 0.811 +-0.007 (13824) 2021-04-14 12:30:40.068: INFO @decay_lr : LR updated to `0.00016439578` 2021-04-14 12:30:40.070: INFO @log_profile : T train: 29.616877 2021-04-14 12:30:40.070: INFO @log_profile : T read data: 0.309473 2021-04-14 12:30:40.070: INFO @log_profile : T hooks: 2.790556 2021-04-14 12:30:40.070: INFO @main_loop : Epoch 120 done 2021-04-14 12:30:40.070: INFO @main_loop : Training epoch 121 2021-04-14 12:31:11.363: INFO @log_variables: train loss nanmean: 1.870580 2021-04-14 12:31:11.364: INFO @log_variables: train age_loss mean: 12.340698 2021-04-14 12:31:11.364: INFO @log_variables: train gender_loss mean: 0.423751 2021-04-14 12:31:11.364: INFO @log_variables: train age_mae mean: 11.637098 2021-04-14 12:31:11.364: INFO @log_variables: train gender_accuracy mean: 0.804615 2021-04-14 12:31:11.364: INFO @log_variables: train gender_confidence/loss nanmean: 0.076325 2021-04-14 12:31:11.364: INFO @log_variables: train gender_confidence/accuracy mean: 0.715278 2021-04-14 12:31:11.364: INFO @log_variables: train age_confidence/loss mean: 0.050317 2021-04-14 12:31:11.364: INFO @log_variables: train age_confidence/accuracy mean: 0.719980 2021-04-14 12:31:11.365: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 12:31:11.367: INFO @metrics_hook: train age_mae: 11.637 +-0.175 (13824) 2021-04-14 12:31:11.371: INFO @metrics_hook: train gender_accuracy: 0.805 +-0.007 (13824) 2021-04-14 12:31:14.121: INFO @decay_lr : LR updated to `0.0001635738` 2021-04-14 12:31:14.123: INFO @log_profile : T train: 30.386929 2021-04-14 12:31:14.124: INFO @log_profile : T read data: 0.327907 2021-04-14 12:31:14.124: INFO @log_profile : T hooks: 3.285442 2021-04-14 12:31:14.124: INFO @main_loop : Epoch 121 done 2021-04-14 12:31:14.124: INFO @main_loop : Training epoch 122 2021-04-14 12:31:45.430: INFO @log_variables: train loss nanmean: 1.870197 2021-04-14 12:31:45.430: INFO @log_variables: train age_loss mean: 12.301800 2021-04-14 12:31:45.430: INFO @log_variables: train gender_loss mean: 0.410254 2021-04-14 12:31:45.431: INFO @log_variables: train age_mae mean: 11.600257 2021-04-14 12:31:45.431: INFO @log_variables: train gender_accuracy mean: 0.811044 2021-04-14 12:31:45.431: INFO @log_variables: train gender_confidence/loss nanmean: 0.075412 2021-04-14 12:31:45.431: INFO @log_variables: train gender_confidence/accuracy mean: 0.726878 2021-04-14 12:31:45.431: INFO @log_variables: train age_confidence/loss mean: 0.050439 2021-04-14 12:31:45.431: INFO @log_variables: train age_confidence/accuracy mean: 0.723187 2021-04-14 12:31:45.431: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 12:31:45.433: INFO @metrics_hook: train age_mae: 11.600 +-0.176 (13818) 2021-04-14 12:31:45.435: INFO @metrics_hook: train gender_accuracy: 0.811 +-0.007 (13818) 2021-04-14 12:31:47.671: INFO @decay_lr : LR updated to `0.00016275592` 2021-04-14 12:31:47.672: INFO @log_profile : T train: 30.289780 2021-04-14 12:31:47.672: INFO @log_profile : T read data: 0.421640 2021-04-14 12:31:47.672: INFO @log_profile : T hooks: 2.784487 2021-04-14 12:31:47.672: INFO @main_loop : Epoch 122 done 2021-04-14 12:31:47.672: INFO @main_loop : Training epoch 123 2021-04-14 12:32:18.785: INFO @log_variables: train loss nanmean: 1.873470 2021-04-14 12:32:18.786: INFO @log_variables: train age_loss mean: 12.139518 2021-04-14 12:32:18.786: INFO @log_variables: train gender_loss mean: 0.414485 2021-04-14 12:32:18.786: INFO @log_variables: train age_mae mean: 11.439856 2021-04-14 12:32:18.786: INFO @log_variables: train gender_accuracy mean: 0.809462 2021-04-14 12:32:18.786: INFO @log_variables: train gender_confidence/loss nanmean: 0.075864 2021-04-14 12:32:18.786: INFO @log_variables: train gender_confidence/accuracy mean: 0.724971 2021-04-14 12:32:18.786: INFO @log_variables: train age_confidence/loss mean: 0.050518 2021-04-14 12:32:18.786: INFO @log_variables: train age_confidence/accuracy mean: 0.721788 2021-04-14 12:32:18.786: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 12:32:18.789: INFO @metrics_hook: train age_mae: 11.440 +-0.173 (13824) 2021-04-14 12:32:18.791: INFO @metrics_hook: train gender_accuracy: 0.809 +-0.007 (13824) 2021-04-14 12:32:21.032: INFO @decay_lr : LR updated to `0.00016194214` 2021-04-14 12:32:21.034: INFO @log_profile : T train: 30.160422 2021-04-14 12:32:21.034: INFO @log_profile : T read data: 0.304926 2021-04-14 12:32:21.034: INFO @log_profile : T hooks: 2.841164 2021-04-14 12:32:21.034: INFO @main_loop : Epoch 123 done 2021-04-14 12:32:21.034: INFO @main_loop : Training epoch 124 2021-04-14 12:32:52.242: INFO @log_variables: train loss nanmean: 1.833674 2021-04-14 12:32:52.243: INFO @log_variables: train age_loss mean: 12.246785 2021-04-14 12:32:52.243: INFO @log_variables: train gender_loss mean: 0.412946 2021-04-14 12:32:52.243: INFO @log_variables: train age_mae mean: 11.548698 2021-04-14 12:32:52.243: INFO @log_variables: train gender_accuracy mean: 0.805049 2021-04-14 12:32:52.243: INFO @log_variables: train gender_confidence/loss nanmean: 0.074553 2021-04-14 12:32:52.243: INFO @log_variables: train gender_confidence/accuracy mean: 0.729601 2021-04-14 12:32:52.243: INFO @log_variables: train age_confidence/loss mean: 0.049653 2021-04-14 12:32:52.243: INFO @log_variables: train age_confidence/accuracy mean: 0.729601 2021-04-14 12:32:52.243: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 12:32:52.247: INFO @metrics_hook: train age_mae: 11.549 +-0.173 (13824) 2021-04-14 12:32:52.250: INFO @metrics_hook: train gender_accuracy: 0.805 +-0.007 (13824) 2021-04-14 12:32:54.471: INFO @decay_lr : LR updated to `0.00016113243` 2021-04-14 12:32:54.472: INFO @log_profile : T train: 30.268282 2021-04-14 12:32:54.472: INFO @log_profile : T read data: 0.311267 2021-04-14 12:32:54.472: INFO @log_profile : T hooks: 2.801691 2021-04-14 12:32:54.472: INFO @main_loop : Epoch 124 done 2021-04-14 12:32:54.473: INFO @main_loop : Training epoch 125 2021-04-14 12:33:25.910: INFO @log_variables: train loss nanmean: 1.845691 2021-04-14 12:33:25.911: INFO @log_variables: train age_loss mean: 12.139664 2021-04-14 12:33:25.911: INFO @log_variables: train gender_loss mean: 0.411196 2021-04-14 12:33:25.912: INFO @log_variables: train age_mae mean: 11.439215 2021-04-14 12:33:25.912: INFO @log_variables: train gender_accuracy mean: 0.812998 2021-04-14 12:33:25.912: INFO @log_variables: train gender_confidence/loss nanmean: 0.076075 2021-04-14 12:33:25.912: INFO @log_variables: train gender_confidence/accuracy mean: 0.722825 2021-04-14 12:33:25.912: INFO @log_variables: train age_confidence/loss mean: 0.051106 2021-04-14 12:33:25.912: INFO @log_variables: train age_confidence/accuracy mean: 0.713634 2021-04-14 12:33:25.912: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 12:33:25.914: INFO @metrics_hook: train age_mae: 11.439 +-0.172 (13818) 2021-04-14 12:33:25.916: INFO @metrics_hook: train gender_accuracy: 0.813 +-0.007 (13818) 2021-04-14 12:33:28.215: INFO @decay_lr : LR updated to `0.00016032676` 2021-04-14 12:33:28.217: INFO @log_profile : T train: 30.368487 2021-04-14 12:33:28.217: INFO @log_profile : T read data: 0.460543 2021-04-14 12:33:28.217: INFO @log_profile : T hooks: 2.861619 2021-04-14 12:33:28.217: INFO @main_loop : Epoch 125 done 2021-04-14 12:33:28.217: INFO @main_loop : Training epoch 126 2021-04-14 12:33:59.667: INFO @log_variables: train loss nanmean: 1.845950 2021-04-14 12:33:59.667: INFO @log_variables: train age_loss mean: 12.037641 2021-04-14 12:33:59.668: INFO @log_variables: train gender_loss mean: 0.417724 2021-04-14 12:33:59.668: INFO @log_variables: train age_mae mean: 11.341541 2021-04-14 12:33:59.668: INFO @log_variables: train gender_accuracy mean: 0.810330 2021-04-14 12:33:59.668: INFO @log_variables: train gender_confidence/loss nanmean: 0.075254 2021-04-14 12:33:59.668: INFO @log_variables: train gender_confidence/accuracy mean: 0.723163 2021-04-14 12:33:59.668: INFO @log_variables: train age_confidence/loss mean: 0.050597 2021-04-14 12:33:59.668: INFO @log_variables: train age_confidence/accuracy mean: 0.722078 2021-04-14 12:33:59.668: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 12:33:59.670: INFO @metrics_hook: train age_mae: 11.342 +-0.172 (13824) 2021-04-14 12:33:59.672: INFO @metrics_hook: train gender_accuracy: 0.810 +-0.007 (13824) 2021-04-14 12:34:02.116: INFO @decay_lr : LR updated to `0.00015952512` 2021-04-14 12:34:02.117: INFO @log_profile : T train: 30.536919 2021-04-14 12:34:02.117: INFO @log_profile : T read data: 0.315229 2021-04-14 12:34:02.117: INFO @log_profile : T hooks: 2.993291 2021-04-14 12:34:02.117: INFO @main_loop : Epoch 126 done 2021-04-14 12:34:02.117: INFO @main_loop : Training epoch 127 2021-04-14 12:34:33.641: INFO @log_variables: train loss nanmean: 1.816490 2021-04-14 12:34:33.641: INFO @log_variables: train age_loss mean: 12.130078 2021-04-14 12:34:33.641: INFO @log_variables: train gender_loss mean: 0.411032 2021-04-14 12:34:33.641: INFO @log_variables: train age_mae mean: 11.430673 2021-04-14 12:34:33.642: INFO @log_variables: train gender_accuracy mean: 0.811921 2021-04-14 12:34:33.642: INFO @log_variables: train gender_confidence/loss nanmean: 0.075331 2021-04-14 12:34:33.642: INFO @log_variables: train gender_confidence/accuracy mean: 0.728443 2021-04-14 12:34:33.642: INFO @log_variables: train age_confidence/loss mean: 0.050158 2021-04-14 12:34:33.642: INFO @log_variables: train age_confidence/accuracy mean: 0.721426 2021-04-14 12:34:33.642: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 12:34:33.644: INFO @metrics_hook: train age_mae: 11.431 +-0.174 (13824) 2021-04-14 12:34:33.647: INFO @metrics_hook: train gender_accuracy: 0.812 +-0.007 (13824) 2021-04-14 12:34:36.030: INFO @decay_lr : LR updated to `0.0001587275` 2021-04-14 12:34:36.032: INFO @log_profile : T train: 30.603038 2021-04-14 12:34:36.032: INFO @log_profile : T read data: 0.322481 2021-04-14 12:34:36.032: INFO @log_profile : T hooks: 2.936350 2021-04-14 12:34:36.032: INFO @main_loop : Epoch 127 done 2021-04-14 12:34:36.032: INFO @main_loop : Training epoch 128 2021-04-14 12:35:07.642: INFO @log_variables: train loss nanmean: 1.835307 2021-04-14 12:35:07.642: INFO @log_variables: train age_loss mean: 11.975806 2021-04-14 12:35:07.642: INFO @log_variables: train gender_loss mean: 0.411495 2021-04-14 12:35:07.642: INFO @log_variables: train age_mae mean: 11.279786 2021-04-14 12:35:07.642: INFO @log_variables: train gender_accuracy mean: 0.809451 2021-04-14 12:35:07.642: INFO @log_variables: train gender_confidence/loss nanmean: 0.074762 2021-04-14 12:35:07.642: INFO @log_variables: train gender_confidence/accuracy mean: 0.733319 2021-04-14 12:35:07.642: INFO @log_variables: train age_confidence/loss mean: 0.051301 2021-04-14 12:35:07.642: INFO @log_variables: train age_confidence/accuracy mean: 0.712621 2021-04-14 12:35:07.643: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 12:35:07.644: INFO @metrics_hook: train age_mae: 11.280 +-0.172 (13818) 2021-04-14 12:35:07.646: INFO @metrics_hook: train gender_accuracy: 0.809 +-0.007 (13818) 2021-04-14 12:35:10.040: INFO @decay_lr : LR updated to `0.00015793387` 2021-04-14 12:35:10.042: INFO @log_profile : T train: 30.577936 2021-04-14 12:35:10.042: INFO @log_profile : T read data: 0.448574 2021-04-14 12:35:10.042: INFO @log_profile : T hooks: 2.930545 2021-04-14 12:35:10.042: INFO @main_loop : Epoch 128 done 2021-04-14 12:35:10.042: INFO @main_loop : Training epoch 129 2021-04-14 12:35:41.522: INFO @log_variables: train loss nanmean: 1.831782 2021-04-14 12:35:41.522: INFO @log_variables: train age_loss mean: 12.138642 2021-04-14 12:35:41.522: INFO @log_variables: train gender_loss mean: 0.414121 2021-04-14 12:35:41.523: INFO @log_variables: train age_mae mean: 11.444216 2021-04-14 12:35:41.523: INFO @log_variables: train gender_accuracy mean: 0.807798 2021-04-14 12:35:41.523: INFO @log_variables: train gender_confidence/loss nanmean: 0.074527 2021-04-14 12:35:41.523: INFO @log_variables: train gender_confidence/accuracy mean: 0.726128 2021-04-14 12:35:41.523: INFO @log_variables: train age_confidence/loss mean: 0.050419 2021-04-14 12:35:41.523: INFO @log_variables: train age_confidence/accuracy mean: 0.722439 2021-04-14 12:35:41.523: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 12:35:41.526: INFO @metrics_hook: train age_mae: 11.444 +-0.175 (13824) 2021-04-14 12:35:41.529: INFO @metrics_hook: train gender_accuracy: 0.808 +-0.007 (13824) 2021-04-14 12:35:43.788: INFO @decay_lr : LR updated to `0.0001571442` 2021-04-14 12:35:43.789: INFO @log_profile : T train: 30.570038 2021-04-14 12:35:43.790: INFO @log_profile : T read data: 0.306183 2021-04-14 12:35:43.790: INFO @log_profile : T hooks: 2.816955 2021-04-14 12:35:43.790: INFO @main_loop : Epoch 129 done 2021-04-14 12:35:43.790: INFO @main_loop : Training epoch 130 2021-04-14 12:36:14.923: INFO @log_variables: train loss nanmean: 1.823596 2021-04-14 12:36:14.923: INFO @log_variables: train age_loss mean: 12.024104 2021-04-14 12:36:14.923: INFO @log_variables: train gender_loss mean: 0.415617 2021-04-14 12:36:14.923: INFO @log_variables: train age_mae mean: 11.329044 2021-04-14 12:36:14.924: INFO @log_variables: train gender_accuracy mean: 0.809751 2021-04-14 12:36:14.924: INFO @log_variables: train gender_confidence/loss nanmean: 0.075352 2021-04-14 12:36:14.924: INFO @log_variables: train gender_confidence/accuracy mean: 0.723669 2021-04-14 12:36:14.924: INFO @log_variables: train age_confidence/loss mean: 0.050669 2021-04-14 12:36:14.924: INFO @log_variables: train age_confidence/accuracy mean: 0.717882 2021-04-14 12:36:14.924: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 12:36:14.926: INFO @metrics_hook: train age_mae: 11.329 +-0.171 (13824) 2021-04-14 12:36:14.928: INFO @metrics_hook: train gender_accuracy: 0.810 +-0.007 (13824) 2021-04-14 12:36:17.263: INFO @decay_lr : LR updated to `0.00015635848` 2021-04-14 12:36:17.264: INFO @log_profile : T train: 30.203395 2021-04-14 12:36:17.264: INFO @log_profile : T read data: 0.306653 2021-04-14 12:36:17.264: INFO @log_profile : T hooks: 2.909731 2021-04-14 12:36:17.264: INFO @main_loop : Epoch 130 done 2021-04-14 12:36:17.264: INFO @main_loop : Training epoch 131 2021-04-14 12:36:47.563: INFO @log_variables: train loss nanmean: 1.808351 2021-04-14 12:36:47.564: INFO @log_variables: train age_loss mean: 11.933084 2021-04-14 12:36:47.564: INFO @log_variables: train gender_loss mean: 0.401294 2021-04-14 12:36:47.564: INFO @log_variables: train age_mae mean: 11.240470 2021-04-14 12:36:47.564: INFO @log_variables: train gender_accuracy mean: 0.816037 2021-04-14 12:36:47.564: INFO @log_variables: train gender_confidence/loss nanmean: 0.074539 2021-04-14 12:36:47.564: INFO @log_variables: train gender_confidence/accuracy mean: 0.732450 2021-04-14 12:36:47.564: INFO @log_variables: train age_confidence/loss mean: 0.050901 2021-04-14 12:36:47.564: INFO @log_variables: train age_confidence/accuracy mean: 0.717542 2021-04-14 12:36:47.564: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 12:36:47.568: INFO @metrics_hook: train age_mae: 11.240 +-0.172 (13818) 2021-04-14 12:36:47.571: INFO @metrics_hook: train gender_accuracy: 0.816 +-0.007 (13818) 2021-04-14 12:36:49.920: INFO @decay_lr : LR updated to `0.0001555767` 2021-04-14 12:36:49.921: INFO @log_profile : T train: 29.261596 2021-04-14 12:36:49.921: INFO @log_profile : T read data: 0.425362 2021-04-14 12:36:49.921: INFO @log_profile : T hooks: 2.916717 2021-04-14 12:36:49.921: INFO @main_loop : Epoch 131 done 2021-04-14 12:36:49.921: INFO @main_loop : Training epoch 132 2021-04-14 12:37:21.483: INFO @log_variables: train loss nanmean: 1.838132 2021-04-14 12:37:21.483: INFO @log_variables: train age_loss mean: 12.075042 2021-04-14 12:37:21.483: INFO @log_variables: train gender_loss mean: 0.409366 2021-04-14 12:37:21.483: INFO @log_variables: train age_mae mean: 11.379656 2021-04-14 12:37:21.483: INFO @log_variables: train gender_accuracy mean: 0.809679 2021-04-14 12:37:21.483: INFO @log_variables: train gender_confidence/loss nanmean: 0.074777 2021-04-14 12:37:21.483: INFO @log_variables: train gender_confidence/accuracy mean: 0.729456 2021-04-14 12:37:21.484: INFO @log_variables: train age_confidence/loss mean: 0.051842 2021-04-14 12:37:21.484: INFO @log_variables: train age_confidence/accuracy mean: 0.708550 2021-04-14 12:37:21.484: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 12:37:21.485: INFO @metrics_hook: train age_mae: 11.380 +-0.176 (13824) 2021-04-14 12:37:21.486: INFO @metrics_hook: train gender_accuracy: 0.810 +-0.007 (13824) 2021-04-14 12:37:23.857: INFO @decay_lr : LR updated to `0.0001547988` 2021-04-14 12:37:23.859: INFO @log_profile : T train: 30.655957 2021-04-14 12:37:23.859: INFO @log_profile : T read data: 0.317651 2021-04-14 12:37:23.859: INFO @log_profile : T hooks: 2.910560 2021-04-14 12:37:23.859: INFO @main_loop : Epoch 132 done 2021-04-14 12:37:23.859: INFO @main_loop : Training epoch 133 2021-04-14 12:37:54.550: INFO @log_variables: train loss nanmean: 1.818159 2021-04-14 12:37:54.551: INFO @log_variables: train age_loss mean: 11.913380 2021-04-14 12:37:54.551: INFO @log_variables: train gender_loss mean: 0.402835 2021-04-14 12:37:54.551: INFO @log_variables: train age_mae mean: 11.224110 2021-04-14 12:37:54.551: INFO @log_variables: train gender_accuracy mean: 0.812428 2021-04-14 12:37:54.551: INFO @log_variables: train gender_confidence/loss nanmean: 0.073447 2021-04-14 12:37:54.551: INFO @log_variables: train gender_confidence/accuracy mean: 0.728009 2021-04-14 12:37:54.551: INFO @log_variables: train age_confidence/loss mean: 0.051661 2021-04-14 12:37:54.552: INFO @log_variables: train age_confidence/accuracy mean: 0.711299 2021-04-14 12:37:54.552: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 12:37:54.555: INFO @metrics_hook: train age_mae: 11.224 +-0.172 (13824) 2021-04-14 12:37:54.557: INFO @metrics_hook: train gender_accuracy: 0.812 +-0.007 (13824) 2021-04-14 12:37:57.135: INFO @decay_lr : LR updated to `0.00015402482` 2021-04-14 12:37:57.136: INFO @log_profile : T train: 29.819947 2021-04-14 12:37:57.136: INFO @log_profile : T read data: 0.307884 2021-04-14 12:37:57.136: INFO @log_profile : T hooks: 3.097597 2021-04-14 12:37:57.136: INFO @main_loop : Epoch 133 done 2021-04-14 12:37:57.136: INFO @main_loop : Training epoch 134 2021-04-14 12:38:28.996: INFO @log_variables: train loss nanmean: 1.793150 2021-04-14 12:38:28.997: INFO @log_variables: train age_loss mean: 11.819752 2021-04-14 12:38:28.997: INFO @log_variables: train gender_loss mean: 0.402918 2021-04-14 12:38:28.997: INFO @log_variables: train age_mae mean: 11.127395 2021-04-14 12:38:28.997: INFO @log_variables: train gender_accuracy mean: 0.814598 2021-04-14 12:38:28.997: INFO @log_variables: train gender_confidence/loss nanmean: 0.074550 2021-04-14 12:38:28.997: INFO @log_variables: train gender_confidence/accuracy mean: 0.732060 2021-04-14 12:38:28.997: INFO @log_variables: train age_confidence/loss mean: 0.051327 2021-04-14 12:38:28.997: INFO @log_variables: train age_confidence/accuracy mean: 0.714048 2021-04-14 12:38:28.997: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 12:38:28.999: INFO @metrics_hook: train age_mae: 11.127 +-0.170 (13824) 2021-04-14 12:38:29.001: INFO @metrics_hook: train gender_accuracy: 0.815 +-0.007 (13824) 2021-04-14 12:38:31.497: INFO @decay_lr : LR updated to `0.00015325469` 2021-04-14 12:38:31.498: INFO @log_profile : T train: 30.922959 2021-04-14 12:38:31.499: INFO @log_profile : T read data: 0.317586 2021-04-14 12:38:31.499: INFO @log_profile : T hooks: 3.062912 2021-04-14 12:38:31.499: INFO @main_loop : Epoch 134 done 2021-04-14 12:38:31.499: INFO @main_loop : Training epoch 135 2021-04-14 12:39:03.057: INFO @log_variables: train loss nanmean: 1.793890 2021-04-14 12:39:03.058: INFO @log_variables: train age_loss mean: 11.898149 2021-04-14 12:39:03.058: INFO @log_variables: train gender_loss mean: 0.398375 2021-04-14 12:39:03.058: INFO @log_variables: train age_mae mean: 11.203958 2021-04-14 12:39:03.058: INFO @log_variables: train gender_accuracy mean: 0.817123 2021-04-14 12:39:03.058: INFO @log_variables: train gender_confidence/loss nanmean: 0.075514 2021-04-14 12:39:03.058: INFO @log_variables: train gender_confidence/accuracy mean: 0.725792 2021-04-14 12:39:03.058: INFO @log_variables: train age_confidence/loss mean: 0.051335 2021-04-14 12:39:03.058: INFO @log_variables: train age_confidence/accuracy mean: 0.712838 2021-04-14 12:39:03.059: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 12:39:03.061: INFO @metrics_hook: train age_mae: 11.204 +-0.172 (13818) 2021-04-14 12:39:03.064: INFO @metrics_hook: train gender_accuracy: 0.817 +-0.007 (13818) 2021-04-14 12:39:05.471: INFO @decay_lr : LR updated to `0.00015248841` 2021-04-14 12:39:05.472: INFO @log_profile : T train: 30.531458 2021-04-14 12:39:05.472: INFO @log_profile : T read data: 0.444475 2021-04-14 12:39:05.472: INFO @log_profile : T hooks: 2.944244 2021-04-14 12:39:05.472: INFO @main_loop : Epoch 135 done 2021-04-14 12:39:05.472: INFO @main_loop : Training epoch 136 2021-04-14 12:39:35.719: INFO @log_variables: train loss nanmean: 1.815911 2021-04-14 12:39:35.719: INFO @log_variables: train age_loss mean: 11.881661 2021-04-14 12:39:35.719: INFO @log_variables: train gender_loss mean: 0.403253 2021-04-14 12:39:35.719: INFO @log_variables: train age_mae mean: 11.187734 2021-04-14 12:39:35.719: INFO @log_variables: train gender_accuracy mean: 0.817419 2021-04-14 12:39:35.719: INFO @log_variables: train gender_confidence/loss nanmean: 0.075483 2021-04-14 12:39:35.719: INFO @log_variables: train gender_confidence/accuracy mean: 0.722656 2021-04-14 12:39:35.719: INFO @log_variables: train age_confidence/loss mean: 0.051109 2021-04-14 12:39:35.719: INFO @log_variables: train age_confidence/accuracy mean: 0.712240 2021-04-14 12:39:35.720: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 12:39:35.721: INFO @metrics_hook: train age_mae: 11.188 +-0.170 (13824) 2021-04-14 12:39:35.722: INFO @metrics_hook: train gender_accuracy: 0.817 +-0.007 (13824) 2021-04-14 12:39:38.012: INFO @decay_lr : LR updated to `0.00015172597` 2021-04-14 12:39:38.013: INFO @log_profile : T train: 29.335143 2021-04-14 12:39:38.014: INFO @log_profile : T read data: 0.301713 2021-04-14 12:39:38.014: INFO @log_profile : T hooks: 2.850769 2021-04-14 12:39:38.014: INFO @main_loop : Epoch 136 done 2021-04-14 12:39:38.014: INFO @main_loop : Training epoch 137 2021-04-14 12:40:09.073: INFO @log_variables: train loss nanmean: 1.811833 2021-04-14 12:40:09.073: INFO @log_variables: train age_loss mean: 12.018819 2021-04-14 12:40:09.073: INFO @log_variables: train gender_loss mean: 0.407670 2021-04-14 12:40:09.073: INFO @log_variables: train age_mae mean: 11.325462 2021-04-14 12:40:09.073: INFO @log_variables: train gender_accuracy mean: 0.814019 2021-04-14 12:40:09.073: INFO @log_variables: train gender_confidence/loss nanmean: 0.075447 2021-04-14 12:40:09.073: INFO @log_variables: train gender_confidence/accuracy mean: 0.727141 2021-04-14 12:40:09.073: INFO @log_variables: train age_confidence/loss mean: 0.051043 2021-04-14 12:40:09.073: INFO @log_variables: train age_confidence/accuracy mean: 0.712384 2021-04-14 12:40:09.073: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 12:40:09.075: INFO @metrics_hook: train age_mae: 11.325 +-0.171 (13824) 2021-04-14 12:40:09.076: INFO @metrics_hook: train gender_accuracy: 0.814 +-0.007 (13824) 2021-04-14 12:40:11.415: INFO @decay_lr : LR updated to `0.00015096733` 2021-04-14 12:40:11.416: INFO @log_profile : T train: 30.130048 2021-04-14 12:40:11.416: INFO @log_profile : T read data: 0.311427 2021-04-14 12:40:11.416: INFO @log_profile : T hooks: 2.907544 2021-04-14 12:40:11.416: INFO @main_loop : Epoch 137 done 2021-04-14 12:40:11.416: INFO @main_loop : Training epoch 138 2021-04-14 12:40:41.675: INFO @log_variables: train loss nanmean: 1.784310 2021-04-14 12:40:41.675: INFO @log_variables: train age_loss mean: 11.868313 2021-04-14 12:40:41.675: INFO @log_variables: train gender_loss mean: 0.399824 2021-04-14 12:40:41.675: INFO @log_variables: train age_mae mean: 11.176331 2021-04-14 12:40:41.675: INFO @log_variables: train gender_accuracy mean: 0.815096 2021-04-14 12:40:41.675: INFO @log_variables: train gender_confidence/loss nanmean: 0.074664 2021-04-14 12:40:41.675: INFO @log_variables: train gender_confidence/accuracy mean: 0.734549 2021-04-14 12:40:41.675: INFO @log_variables: train age_confidence/loss mean: 0.051375 2021-04-14 12:40:41.675: INFO @log_variables: train age_confidence/accuracy mean: 0.713924 2021-04-14 12:40:41.675: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 12:40:41.677: INFO @metrics_hook: train age_mae: 11.176 +-0.172 (13818) 2021-04-14 12:40:41.679: INFO @metrics_hook: train gender_accuracy: 0.815 +-0.007 (13818) 2021-04-14 12:40:44.129: INFO @decay_lr : LR updated to `0.0001502125` 2021-04-14 12:40:44.130: INFO @log_profile : T train: 29.212675 2021-04-14 12:40:44.130: INFO @log_profile : T read data: 0.437130 2021-04-14 12:40:44.130: INFO @log_profile : T hooks: 3.011856 2021-04-14 12:40:44.130: INFO @main_loop : Epoch 138 done 2021-04-14 12:40:44.130: INFO @main_loop : Training epoch 139 2021-04-14 12:41:14.755: INFO @log_variables: train loss nanmean: 1.802594 2021-04-14 12:41:14.755: INFO @log_variables: train age_loss mean: 11.917151 2021-04-14 12:41:14.755: INFO @log_variables: train gender_loss mean: 0.405153 2021-04-14 12:41:14.755: INFO @log_variables: train age_mae mean: 11.227292 2021-04-14 12:41:14.755: INFO @log_variables: train gender_accuracy mean: 0.811763 2021-04-14 12:41:14.755: INFO @log_variables: train gender_confidence/loss nanmean: 0.074700 2021-04-14 12:41:14.755: INFO @log_variables: train gender_confidence/accuracy mean: 0.720032 2021-04-14 12:41:14.755: INFO @log_variables: train age_confidence/loss mean: 0.051803 2021-04-14 12:41:14.756: INFO @log_variables: train age_confidence/accuracy mean: 0.703538 2021-04-14 12:41:14.756: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 12:41:14.758: INFO @metrics_hook: train age_mae: 11.227 +-0.174 (13823) 2021-04-14 12:41:14.760: INFO @metrics_hook: train gender_accuracy: 0.812 +-0.007 (13823) 2021-04-14 12:41:17.157: INFO @decay_lr : LR updated to `0.00014946143` 2021-04-14 12:41:17.158: INFO @log_profile : T train: 29.718468 2021-04-14 12:41:17.158: INFO @log_profile : T read data: 0.318567 2021-04-14 12:41:17.159: INFO @log_profile : T hooks: 2.939201 2021-04-14 12:41:17.159: INFO @main_loop : Epoch 139 done 2021-04-14 12:41:17.159: INFO @main_loop : Training epoch 140 2021-04-14 12:41:48.429: INFO @log_variables: train loss nanmean: 1.790302 2021-04-14 12:41:48.429: INFO @log_variables: train age_loss mean: 11.800959 2021-04-14 12:41:48.429: INFO @log_variables: train gender_loss mean: 0.402920 2021-04-14 12:41:48.429: INFO @log_variables: train age_mae mean: 11.109678 2021-04-14 12:41:48.429: INFO @log_variables: train gender_accuracy mean: 0.816538 2021-04-14 12:41:48.429: INFO @log_variables: train gender_confidence/loss nanmean: 0.075245 2021-04-14 12:41:48.429: INFO @log_variables: train gender_confidence/accuracy mean: 0.730160 2021-04-14 12:41:48.429: INFO @log_variables: train age_confidence/loss mean: 0.051922 2021-04-14 12:41:48.429: INFO @log_variables: train age_confidence/accuracy mean: 0.709542 2021-04-14 12:41:48.430: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 12:41:48.431: INFO @metrics_hook: train age_mae: 11.110 +-0.172 (13823) 2021-04-14 12:41:48.432: INFO @metrics_hook: train gender_accuracy: 0.817 +-0.007 (13823) 2021-04-14 12:41:50.864: INFO @decay_lr : LR updated to `0.00014871411` 2021-04-14 12:41:50.865: INFO @log_profile : T train: 30.372757 2021-04-14 12:41:50.865: INFO @log_profile : T read data: 0.310055 2021-04-14 12:41:50.865: INFO @log_profile : T hooks: 2.968759 2021-04-14 12:41:50.865: INFO @main_loop : Epoch 140 done 2021-04-14 12:41:50.865: INFO @main_loop : Training epoch 141 2021-04-14 12:42:22.124: INFO @log_variables: train loss nanmean: 1.774920 2021-04-14 12:42:22.125: INFO @log_variables: train age_loss mean: 11.665066 2021-04-14 12:42:22.125: INFO @log_variables: train gender_loss mean: 0.403193 2021-04-14 12:42:22.125: INFO @log_variables: train age_mae mean: 10.973884 2021-04-14 12:42:22.125: INFO @log_variables: train gender_accuracy mean: 0.816037 2021-04-14 12:42:22.125: INFO @log_variables: train gender_confidence/loss nanmean: 0.074684 2021-04-14 12:42:22.125: INFO @log_variables: train gender_confidence/accuracy mean: 0.730931 2021-04-14 12:42:22.125: INFO @log_variables: train age_confidence/loss mean: 0.051843 2021-04-14 12:42:22.125: INFO @log_variables: train age_confidence/accuracy mean: 0.710161 2021-04-14 12:42:22.125: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 12:42:22.127: INFO @metrics_hook: train age_mae: 10.974 +-0.171 (13818) 2021-04-14 12:42:22.129: INFO @metrics_hook: train gender_accuracy: 0.816 +-0.007 (13818) 2021-04-14 12:42:24.604: INFO @decay_lr : LR updated to `0.00014797054` 2021-04-14 12:42:24.606: INFO @log_profile : T train: 30.228930 2021-04-14 12:42:24.606: INFO @log_profile : T read data: 0.448894 2021-04-14 12:42:24.606: INFO @log_profile : T hooks: 3.009642 2021-04-14 12:42:24.606: INFO @main_loop : Epoch 141 done 2021-04-14 12:42:24.606: INFO @main_loop : Training epoch 142 2021-04-14 12:42:55.191: INFO @log_variables: train loss nanmean: 1.801710 2021-04-14 12:42:55.191: INFO @log_variables: train age_loss mean: 11.933208 2021-04-14 12:42:55.192: INFO @log_variables: train gender_loss mean: 0.403625 2021-04-14 12:42:55.192: INFO @log_variables: train age_mae mean: 11.241713 2021-04-14 12:42:55.192: INFO @log_variables: train gender_accuracy mean: 0.819661 2021-04-14 12:42:55.192: INFO @log_variables: train gender_confidence/loss nanmean: 0.076331 2021-04-14 12:42:55.192: INFO @log_variables: train gender_confidence/accuracy mean: 0.726635 2021-04-14 12:42:55.192: INFO @log_variables: train age_confidence/loss mean: 0.051162 2021-04-14 12:42:55.192: INFO @log_variables: train age_confidence/accuracy mean: 0.715784 2021-04-14 12:42:55.192: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 12:42:55.194: INFO @metrics_hook: train age_mae: 11.242 +-0.174 (13824) 2021-04-14 12:42:55.196: INFO @metrics_hook: train gender_accuracy: 0.820 +-0.007 (13824) 2021-04-14 12:42:59.481: INFO @decay_lr : LR updated to `0.00014723069` 2021-04-14 12:42:59.482: INFO @log_profile : T train: 29.695440 2021-04-14 12:42:59.482: INFO @log_profile : T read data: 0.306742 2021-04-14 12:42:59.482: INFO @log_profile : T hooks: 4.822327 2021-04-14 12:42:59.482: INFO @main_loop : Epoch 142 done 2021-04-14 12:42:59.482: INFO @main_loop : Training epoch 143 2021-04-14 12:43:30.577: INFO @log_variables: train loss nanmean: 1.771291 2021-04-14 12:43:30.578: INFO @log_variables: train age_loss mean: 11.837415 2021-04-14 12:43:30.578: INFO @log_variables: train gender_loss mean: 0.397277 2021-04-14 12:43:30.578: INFO @log_variables: train age_mae mean: 11.148060 2021-04-14 12:43:30.578: INFO @log_variables: train gender_accuracy mean: 0.817202 2021-04-14 12:43:30.578: INFO @log_variables: train gender_confidence/loss nanmean: 0.074527 2021-04-14 12:43:30.578: INFO @log_variables: train gender_confidence/accuracy mean: 0.729456 2021-04-14 12:43:30.578: INFO @log_variables: train age_confidence/loss mean: 0.051361 2021-04-14 12:43:30.578: INFO @log_variables: train age_confidence/accuracy mean: 0.712023 2021-04-14 12:43:30.578: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 12:43:30.580: INFO @metrics_hook: train age_mae: 11.148 +-0.171 (13824) 2021-04-14 12:43:30.582: INFO @metrics_hook: train gender_accuracy: 0.817 +-0.007 (13824) 2021-04-14 12:43:32.753: INFO @decay_lr : LR updated to `0.00014649454` 2021-04-14 12:43:32.754: INFO @log_profile : T train: 30.178680 2021-04-14 12:43:32.755: INFO @log_profile : T read data: 0.294914 2021-04-14 12:43:32.755: INFO @log_profile : T hooks: 2.745946 2021-04-14 12:43:32.755: INFO @main_loop : Epoch 143 done 2021-04-14 12:43:32.755: INFO @main_loop : Training epoch 144 2021-04-14 12:44:03.207: INFO @log_variables: train loss nanmean: 1.792987 2021-04-14 12:44:03.207: INFO @log_variables: train age_loss mean: 11.711815 2021-04-14 12:44:03.207: INFO @log_variables: train gender_loss mean: 0.391602 2021-04-14 12:44:03.207: INFO @log_variables: train age_mae mean: 11.024884 2021-04-14 12:44:03.208: INFO @log_variables: train gender_accuracy mean: 0.822550 2021-04-14 12:44:03.208: INFO @log_variables: train gender_confidence/loss nanmean: 0.074653 2021-04-14 12:44:03.208: INFO @log_variables: train gender_confidence/accuracy mean: 0.733536 2021-04-14 12:44:03.208: INFO @log_variables: train age_confidence/loss mean: 0.051439 2021-04-14 12:44:03.208: INFO @log_variables: train age_confidence/accuracy mean: 0.710667 2021-04-14 12:44:03.208: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 12:44:03.211: INFO @metrics_hook: train age_mae: 11.025 +-0.170 (13818) 2021-04-14 12:44:03.214: INFO @metrics_hook: train gender_accuracy: 0.823 +-0.007 (13818) 2021-04-14 12:44:05.402: INFO @decay_lr : LR updated to `0.00014576207` 2021-04-14 12:44:05.404: INFO @log_profile : T train: 29.371689 2021-04-14 12:44:05.404: INFO @log_profile : T read data: 0.435288 2021-04-14 12:44:05.404: INFO @log_profile : T hooks: 2.788241 2021-04-14 12:44:05.404: INFO @main_loop : Epoch 144 done 2021-04-14 12:44:05.404: INFO @main_loop : Training epoch 145 2021-04-14 12:44:37.011: INFO @log_variables: train loss nanmean: 1.806933 2021-04-14 12:44:37.011: INFO @log_variables: train age_loss mean: 11.865490 2021-04-14 12:44:37.011: INFO @log_variables: train gender_loss mean: 0.402679 2021-04-14 12:44:37.011: INFO @log_variables: train age_mae mean: 11.174987 2021-04-14 12:44:37.011: INFO @log_variables: train gender_accuracy mean: 0.816262 2021-04-14 12:44:37.012: INFO @log_variables: train gender_confidence/loss nanmean: 0.074931 2021-04-14 12:44:37.012: INFO @log_variables: train gender_confidence/accuracy mean: 0.728226 2021-04-14 12:44:37.012: INFO @log_variables: train age_confidence/loss mean: 0.051638 2021-04-14 12:44:37.012: INFO @log_variables: train age_confidence/accuracy mean: 0.709201 2021-04-14 12:44:37.012: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 12:44:37.014: INFO @metrics_hook: train age_mae: 11.175 +-0.174 (13824) 2021-04-14 12:44:37.016: INFO @metrics_hook: train gender_accuracy: 0.816 +-0.007 (13824) 2021-04-14 12:44:39.358: INFO @decay_lr : LR updated to `0.00014503326` 2021-04-14 12:44:39.359: INFO @log_profile : T train: 30.671463 2021-04-14 12:44:39.359: INFO @log_profile : T read data: 0.313918 2021-04-14 12:44:39.359: INFO @log_profile : T hooks: 2.916529 2021-04-14 12:44:39.359: INFO @main_loop : Epoch 145 done 2021-04-14 12:44:39.360: INFO @main_loop : Training epoch 146 2021-04-14 12:45:10.960: INFO @log_variables: train loss nanmean: 1.752642 2021-04-14 12:45:10.960: INFO @log_variables: train age_loss mean: 11.614382 2021-04-14 12:45:10.960: INFO @log_variables: train gender_loss mean: 0.397507 2021-04-14 12:45:10.960: INFO @log_variables: train age_mae mean: 10.927161 2021-04-14 12:45:10.960: INFO @log_variables: train gender_accuracy mean: 0.819300 2021-04-14 12:45:10.960: INFO @log_variables: train gender_confidence/loss nanmean: 0.074864 2021-04-14 12:45:10.960: INFO @log_variables: train gender_confidence/accuracy mean: 0.731047 2021-04-14 12:45:10.960: INFO @log_variables: train age_confidence/loss mean: 0.052317 2021-04-14 12:45:10.960: INFO @log_variables: train age_confidence/accuracy mean: 0.703704 2021-04-14 12:45:10.961: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 12:45:10.963: INFO @metrics_hook: train age_mae: 10.927 +-0.169 (13824) 2021-04-14 12:45:10.965: INFO @metrics_hook: train gender_accuracy: 0.819 +-0.007 (13824) 2021-04-14 12:45:13.230: INFO @decay_lr : LR updated to `0.0001443081` 2021-04-14 12:45:13.232: INFO @log_profile : T train: 30.698404 2021-04-14 12:45:13.232: INFO @log_profile : T read data: 0.308330 2021-04-14 12:45:13.232: INFO @log_profile : T hooks: 2.812299 2021-04-14 12:45:13.232: INFO @main_loop : Epoch 146 done 2021-04-14 12:45:13.232: INFO @main_loop : Training epoch 147 2021-04-14 12:45:45.044: INFO @log_variables: train loss nanmean: 1.774731 2021-04-14 12:45:45.044: INFO @log_variables: train age_loss mean: 11.625965 2021-04-14 12:45:45.044: INFO @log_variables: train gender_loss mean: 0.393045 2021-04-14 12:45:45.044: INFO @log_variables: train age_mae mean: 10.937403 2021-04-14 12:45:45.044: INFO @log_variables: train gender_accuracy mean: 0.821036 2021-04-14 12:45:45.044: INFO @log_variables: train gender_confidence/loss nanmean: 0.074112 2021-04-14 12:45:45.044: INFO @log_variables: train gender_confidence/accuracy mean: 0.736328 2021-04-14 12:45:45.044: INFO @log_variables: train age_confidence/loss mean: 0.051868 2021-04-14 12:45:45.045: INFO @log_variables: train age_confidence/accuracy mean: 0.709925 2021-04-14 12:45:45.045: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 12:45:45.046: INFO @metrics_hook: train age_mae: 10.937 +-0.169 (13824) 2021-04-14 12:45:45.048: INFO @metrics_hook: train gender_accuracy: 0.821 +-0.007 (13824) 2021-04-14 12:45:47.473: INFO @decay_lr : LR updated to `0.00014358656` 2021-04-14 12:45:47.474: INFO @log_profile : T train: 30.899936 2021-04-14 12:45:47.474: INFO @log_profile : T read data: 0.326440 2021-04-14 12:45:47.474: INFO @log_profile : T hooks: 2.963309 2021-04-14 12:45:47.475: INFO @main_loop : Epoch 147 done 2021-04-14 12:45:47.475: INFO @main_loop : Training epoch 148 2021-04-14 12:46:17.947: INFO @log_variables: train loss nanmean: 1.778432 2021-04-14 12:46:17.947: INFO @log_variables: train age_loss mean: 11.796773 2021-04-14 12:46:17.947: INFO @log_variables: train gender_loss mean: 0.384694 2021-04-14 12:46:17.947: INFO @log_variables: train age_mae mean: 11.109782 2021-04-14 12:46:17.948: INFO @log_variables: train gender_accuracy mean: 0.827254 2021-04-14 12:46:17.948: INFO @log_variables: train gender_confidence/loss nanmean: 0.074602 2021-04-14 12:46:17.948: INFO @log_variables: train gender_confidence/accuracy mean: 0.733970 2021-04-14 12:46:17.948: INFO @log_variables: train age_confidence/loss mean: 0.051381 2021-04-14 12:46:17.948: INFO @log_variables: train age_confidence/accuracy mean: 0.710233 2021-04-14 12:46:17.948: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 12:46:17.950: INFO @metrics_hook: train age_mae: 11.110 +-0.173 (13818) 2021-04-14 12:46:17.951: INFO @metrics_hook: train gender_accuracy: 0.827 +-0.006 (13818) 2021-04-14 12:46:20.418: INFO @decay_lr : LR updated to `0.00014286862` 2021-04-14 12:46:20.420: INFO @log_profile : T train: 29.468758 2021-04-14 12:46:20.420: INFO @log_profile : T read data: 0.422511 2021-04-14 12:46:20.420: INFO @log_profile : T hooks: 3.001529 2021-04-14 12:46:20.420: INFO @main_loop : Epoch 148 done 2021-04-14 12:46:20.420: INFO @main_loop : Training epoch 149 2021-04-14 12:46:51.705: INFO @log_variables: train loss nanmean: 1.758921 2021-04-14 12:46:51.706: INFO @log_variables: train age_loss mean: 11.705055 2021-04-14 12:46:51.706: INFO @log_variables: train gender_loss mean: 0.388254 2021-04-14 12:46:51.706: INFO @log_variables: train age_mae mean: 11.017358 2021-04-14 12:46:51.706: INFO @log_variables: train gender_accuracy mean: 0.827040 2021-04-14 12:46:51.706: INFO @log_variables: train gender_confidence/loss nanmean: 0.074981 2021-04-14 12:46:51.706: INFO @log_variables: train gender_confidence/accuracy mean: 0.737051 2021-04-14 12:46:51.706: INFO @log_variables: train age_confidence/loss mean: 0.051419 2021-04-14 12:46:51.706: INFO @log_variables: train age_confidence/accuracy mean: 0.712023 2021-04-14 12:46:51.706: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 12:46:51.710: INFO @metrics_hook: train age_mae: 11.017 +-0.169 (13824) 2021-04-14 12:46:51.712: INFO @metrics_hook: train gender_accuracy: 0.827 +-0.006 (13824) 2021-04-14 12:46:53.948: INFO @decay_lr : LR updated to `0.00014215428` 2021-04-14 12:46:53.950: INFO @log_profile : T train: 30.351468 2021-04-14 12:46:53.950: INFO @log_profile : T read data: 0.311512 2021-04-14 12:46:53.950: INFO @log_profile : T hooks: 2.813375 2021-04-14 12:46:53.950: INFO @main_loop : Epoch 149 done 2021-04-14 12:46:53.950: INFO @main_loop : Training epoch 150 2021-04-14 12:47:24.343: INFO @log_variables: train loss nanmean: 1.749993 2021-04-14 12:47:24.344: INFO @log_variables: train age_loss mean: 11.567073 2021-04-14 12:47:24.344: INFO @log_variables: train gender_loss mean: 0.385683 2021-04-14 12:47:24.344: INFO @log_variables: train age_mae mean: 10.881326 2021-04-14 12:47:24.344: INFO @log_variables: train gender_accuracy mean: 0.825882 2021-04-14 12:47:24.344: INFO @log_variables: train gender_confidence/loss nanmean: 0.074192 2021-04-14 12:47:24.344: INFO @log_variables: train gender_confidence/accuracy mean: 0.741030 2021-04-14 12:47:24.344: INFO @log_variables: train age_confidence/loss mean: 0.051563 2021-04-14 12:47:24.344: INFO @log_variables: train age_confidence/accuracy mean: 0.710648 2021-04-14 12:47:24.344: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 12:47:24.347: INFO @metrics_hook: train age_mae: 10.881 +-0.168 (13824) 2021-04-14 12:47:24.349: INFO @metrics_hook: train gender_accuracy: 0.826 +-0.006 (13824) 2021-04-14 12:47:26.603: INFO @decay_lr : LR updated to `0.00014144351` 2021-04-14 12:47:26.604: INFO @log_profile : T train: 29.453432 2021-04-14 12:47:26.604: INFO @log_profile : T read data: 0.306713 2021-04-14 12:47:26.604: INFO @log_profile : T hooks: 2.840988 2021-04-14 12:47:26.604: INFO @main_loop : Epoch 150 done 2021-04-14 12:47:26.605: INFO @main_loop : Training epoch 151 2021-04-14 12:47:57.402: INFO @log_variables: train loss nanmean: 1.779332 2021-04-14 12:47:57.402: INFO @log_variables: train age_loss mean: 11.689601 2021-04-14 12:47:57.403: INFO @log_variables: train gender_loss mean: 0.399077 2021-04-14 12:47:57.403: INFO @log_variables: train age_mae mean: 11.004563 2021-04-14 12:47:57.403: INFO @log_variables: train gender_accuracy mean: 0.819004 2021-04-14 12:47:57.403: INFO @log_variables: train gender_confidence/loss nanmean: 0.074770 2021-04-14 12:47:57.403: INFO @log_variables: train gender_confidence/accuracy mean: 0.728036 2021-04-14 12:47:57.403: INFO @log_variables: train age_confidence/loss mean: 0.051959 2021-04-14 12:47:57.403: INFO @log_variables: train age_confidence/accuracy mean: 0.707990 2021-04-14 12:47:57.403: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 12:47:57.406: INFO @metrics_hook: train age_mae: 11.005 +-0.170 (13818) 2021-04-14 12:47:57.408: INFO @metrics_hook: train gender_accuracy: 0.819 +-0.007 (13818) 2021-04-14 12:47:59.645: INFO @decay_lr : LR updated to `0.00014073629` 2021-04-14 12:47:59.646: INFO @log_profile : T train: 29.740608 2021-04-14 12:47:59.646: INFO @log_profile : T read data: 0.435614 2021-04-14 12:47:59.646: INFO @log_profile : T hooks: 2.810915 2021-04-14 12:47:59.646: INFO @main_loop : Epoch 151 done 2021-04-14 12:47:59.646: INFO @main_loop : Training epoch 152 2021-04-14 12:48:30.376: INFO @log_variables: train loss nanmean: 1.760699 2021-04-14 12:48:30.376: INFO @log_variables: train age_loss mean: 11.491570 2021-04-14 12:48:30.376: INFO @log_variables: train gender_loss mean: 0.397926 2021-04-14 12:48:30.376: INFO @log_variables: train age_mae mean: 10.808729 2021-04-14 12:48:30.376: INFO @log_variables: train gender_accuracy mean: 0.818215 2021-04-14 12:48:30.377: INFO @log_variables: train gender_confidence/loss nanmean: 0.073978 2021-04-14 12:48:30.377: INFO @log_variables: train gender_confidence/accuracy mean: 0.729022 2021-04-14 12:48:30.377: INFO @log_variables: train age_confidence/loss mean: 0.052313 2021-04-14 12:48:30.377: INFO @log_variables: train age_confidence/accuracy mean: 0.700810 2021-04-14 12:48:30.377: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 12:48:30.379: INFO @metrics_hook: train age_mae: 10.809 +-0.168 (13824) 2021-04-14 12:48:30.382: INFO @metrics_hook: train gender_accuracy: 0.818 +-0.007 (13824) 2021-04-14 12:48:32.827: INFO @decay_lr : LR updated to `0.0001400326` 2021-04-14 12:48:32.829: INFO @log_profile : T train: 29.828060 2021-04-14 12:48:32.829: INFO @log_profile : T read data: 0.310059 2021-04-14 12:48:32.830: INFO @log_profile : T hooks: 2.991671 2021-04-14 12:48:32.830: INFO @main_loop : Epoch 152 done 2021-04-14 12:48:32.830: INFO @main_loop : Training epoch 153 2021-04-14 12:49:03.389: INFO @log_variables: train loss nanmean: 1.758394 2021-04-14 12:49:03.389: INFO @log_variables: train age_loss mean: 11.663452 2021-04-14 12:49:03.389: INFO @log_variables: train gender_loss mean: 0.392771 2021-04-14 12:49:03.389: INFO @log_variables: train age_mae mean: 10.981002 2021-04-14 12:49:03.389: INFO @log_variables: train gender_accuracy mean: 0.820023 2021-04-14 12:49:03.389: INFO @log_variables: train gender_confidence/loss nanmean: 0.073714 2021-04-14 12:49:03.390: INFO @log_variables: train gender_confidence/accuracy mean: 0.738137 2021-04-14 12:49:03.390: INFO @log_variables: train age_confidence/loss mean: 0.051193 2021-04-14 12:49:03.390: INFO @log_variables: train age_confidence/accuracy mean: 0.713903 2021-04-14 12:49:03.390: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 12:49:03.391: INFO @metrics_hook: train age_mae: 10.981 +-0.170 (13824) 2021-04-14 12:49:03.393: INFO @metrics_hook: train gender_accuracy: 0.820 +-0.007 (13824) 2021-04-14 12:49:05.767: INFO @decay_lr : LR updated to `0.00013933243` 2021-04-14 12:49:05.769: INFO @log_profile : T train: 29.670857 2021-04-14 12:49:05.769: INFO @log_profile : T read data: 0.309001 2021-04-14 12:49:05.769: INFO @log_profile : T hooks: 2.907170 2021-04-14 12:49:05.770: INFO @main_loop : Epoch 153 done 2021-04-14 12:49:05.770: INFO @main_loop : Training epoch 154 2021-04-14 12:49:36.292: INFO @log_variables: train loss nanmean: 1.753030 2021-04-14 12:49:36.292: INFO @log_variables: train age_loss mean: 11.610102 2021-04-14 12:49:36.292: INFO @log_variables: train gender_loss mean: 0.392181 2021-04-14 12:49:36.293: INFO @log_variables: train age_mae mean: 10.925838 2021-04-14 12:49:36.293: INFO @log_variables: train gender_accuracy mean: 0.822985 2021-04-14 12:49:36.293: INFO @log_variables: train gender_confidence/loss nanmean: 0.074444 2021-04-14 12:49:36.293: INFO @log_variables: train gender_confidence/accuracy mean: 0.734115 2021-04-14 12:49:36.293: INFO @log_variables: train age_confidence/loss mean: 0.051955 2021-04-14 12:49:36.293: INFO @log_variables: train age_confidence/accuracy mean: 0.708786 2021-04-14 12:49:36.293: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 12:49:36.295: INFO @metrics_hook: train age_mae: 10.926 +-0.170 (13818) 2021-04-14 12:49:36.297: INFO @metrics_hook: train gender_accuracy: 0.823 +-0.006 (13818) 2021-04-14 12:49:38.763: INFO @decay_lr : LR updated to `0.00013863578` 2021-04-14 12:49:38.765: INFO @log_profile : T train: 29.487601 2021-04-14 12:49:38.765: INFO @log_profile : T read data: 0.444398 2021-04-14 12:49:38.765: INFO @log_profile : T hooks: 3.010793 2021-04-14 12:49:38.765: INFO @main_loop : Epoch 154 done 2021-04-14 12:49:38.765: INFO @main_loop : Training epoch 155 2021-04-14 12:50:10.475: INFO @log_variables: train loss nanmean: 1.736887 2021-04-14 12:50:10.476: INFO @log_variables: train age_loss mean: 11.540416 2021-04-14 12:50:10.476: INFO @log_variables: train gender_loss mean: 0.385923 2021-04-14 12:50:10.476: INFO @log_variables: train age_mae mean: 10.859190 2021-04-14 12:50:10.476: INFO @log_variables: train gender_accuracy mean: 0.824061 2021-04-14 12:50:10.476: INFO @log_variables: train gender_confidence/loss nanmean: 0.074225 2021-04-14 12:50:10.477: INFO @log_variables: train gender_confidence/accuracy mean: 0.732764 2021-04-14 12:50:10.477: INFO @log_variables: train age_confidence/loss mean: 0.052051 2021-04-14 12:50:10.477: INFO @log_variables: train age_confidence/accuracy mean: 0.708168 2021-04-14 12:50:10.477: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 12:50:10.479: INFO @metrics_hook: train age_mae: 10.859 +-0.170 (13823) 2021-04-14 12:50:10.480: INFO @metrics_hook: train gender_accuracy: 0.824 +-0.006 (13823) 2021-04-14 12:50:12.889: INFO @decay_lr : LR updated to `0.0001379426` 2021-04-14 12:50:12.891: INFO @log_profile : T train: 30.784470 2021-04-14 12:50:12.891: INFO @log_profile : T read data: 0.322273 2021-04-14 12:50:12.891: INFO @log_profile : T hooks: 2.965884 2021-04-14 12:50:12.891: INFO @main_loop : Epoch 155 done 2021-04-14 12:50:12.891: INFO @main_loop : Training epoch 156 2021-04-14 12:50:43.130: INFO @log_variables: train loss nanmean: 1.747617 2021-04-14 12:50:43.130: INFO @log_variables: train age_loss mean: 11.523215 2021-04-14 12:50:43.130: INFO @log_variables: train gender_loss mean: 0.389000 2021-04-14 12:50:43.131: INFO @log_variables: train age_mae mean: 10.840413 2021-04-14 12:50:43.131: INFO @log_variables: train gender_accuracy mean: 0.821976 2021-04-14 12:50:43.131: INFO @log_variables: train gender_confidence/loss nanmean: 0.073652 2021-04-14 12:50:43.131: INFO @log_variables: train gender_confidence/accuracy mean: 0.738209 2021-04-14 12:50:43.131: INFO @log_variables: train age_confidence/loss mean: 0.051861 2021-04-14 12:50:43.131: INFO @log_variables: train age_confidence/accuracy mean: 0.708912 2021-04-14 12:50:43.131: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 12:50:43.135: INFO @metrics_hook: train age_mae: 10.840 +-0.170 (13824) 2021-04-14 12:50:43.138: INFO @metrics_hook: train gender_accuracy: 0.822 +-0.007 (13824) 2021-04-14 12:50:45.383: INFO @decay_lr : LR updated to `0.00013725288` 2021-04-14 12:50:45.385: INFO @log_profile : T train: 29.322169 2021-04-14 12:50:45.385: INFO @log_profile : T read data: 0.302653 2021-04-14 12:50:45.385: INFO @log_profile : T hooks: 2.816682 2021-04-14 12:50:45.385: INFO @main_loop : Epoch 156 done 2021-04-14 12:50:45.385: INFO @main_loop : Training epoch 157 2021-04-14 12:51:15.794: INFO @log_variables: train loss nanmean: 1.738202 2021-04-14 12:51:15.794: INFO @log_variables: train age_loss mean: 11.478943 2021-04-14 12:51:15.794: INFO @log_variables: train gender_loss mean: 0.386933 2021-04-14 12:51:15.794: INFO @log_variables: train age_mae mean: 10.798306 2021-04-14 12:51:15.794: INFO @log_variables: train gender_accuracy mean: 0.823925 2021-04-14 12:51:15.794: INFO @log_variables: train gender_confidence/loss nanmean: 0.074066 2021-04-14 12:51:15.795: INFO @log_variables: train gender_confidence/accuracy mean: 0.735128 2021-04-14 12:51:15.795: INFO @log_variables: train age_confidence/loss mean: 0.051888 2021-04-14 12:51:15.795: INFO @log_variables: train age_confidence/accuracy mean: 0.707193 2021-04-14 12:51:15.795: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 12:51:15.797: INFO @metrics_hook: train age_mae: 10.798 +-0.166 (13818) 2021-04-14 12:51:15.799: INFO @metrics_hook: train gender_accuracy: 0.824 +-0.006 (13818) 2021-04-14 12:51:18.037: INFO @decay_lr : LR updated to `0.00013656661` 2021-04-14 12:51:18.038: INFO @log_profile : T train: 29.467199 2021-04-14 12:51:18.038: INFO @log_profile : T read data: 0.310153 2021-04-14 12:51:18.038: INFO @log_profile : T hooks: 2.821838 2021-04-14 12:51:18.038: INFO @main_loop : Epoch 157 done 2021-04-14 12:51:18.038: INFO @main_loop : Training epoch 158 2021-04-14 12:51:49.244: INFO @log_variables: train loss nanmean: 1.764738 2021-04-14 12:51:49.244: INFO @log_variables: train age_loss mean: 11.621136 2021-04-14 12:51:49.244: INFO @log_variables: train gender_loss mean: 0.396768 2021-04-14 12:51:49.244: INFO @log_variables: train age_mae mean: 10.937531 2021-04-14 12:51:49.244: INFO @log_variables: train gender_accuracy mean: 0.818576 2021-04-14 12:51:49.244: INFO @log_variables: train gender_confidence/loss nanmean: 0.075217 2021-04-14 12:51:49.244: INFO @log_variables: train gender_confidence/accuracy mean: 0.723235 2021-04-14 12:51:49.244: INFO @log_variables: train age_confidence/loss mean: 0.052199 2021-04-14 12:51:49.244: INFO @log_variables: train age_confidence/accuracy mean: 0.707827 2021-04-14 12:51:49.244: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 12:51:49.246: INFO @metrics_hook: train age_mae: 10.938 +-0.171 (13824) 2021-04-14 12:51:49.248: INFO @metrics_hook: train gender_accuracy: 0.819 +-0.007 (13824) 2021-04-14 12:51:51.557: INFO @decay_lr : LR updated to `0.00013588378` 2021-04-14 12:51:51.558: INFO @log_profile : T train: 30.157191 2021-04-14 12:51:51.558: INFO @log_profile : T read data: 0.406109 2021-04-14 12:51:51.558: INFO @log_profile : T hooks: 2.902719 2021-04-14 12:51:51.558: INFO @main_loop : Epoch 158 done 2021-04-14 12:51:51.559: INFO @main_loop : Training epoch 159 2021-04-14 12:52:23.070: INFO @log_variables: train loss nanmean: 1.704823 2021-04-14 12:52:23.071: INFO @log_variables: train age_loss mean: 11.358258 2021-04-14 12:52:23.071: INFO @log_variables: train gender_loss mean: 0.377877 2021-04-14 12:52:23.071: INFO @log_variables: train age_mae mean: 10.678099 2021-04-14 12:52:23.071: INFO @log_variables: train gender_accuracy mean: 0.827908 2021-04-14 12:52:23.071: INFO @log_variables: train gender_confidence/loss nanmean: 0.073371 2021-04-14 12:52:23.071: INFO @log_variables: train gender_confidence/accuracy mean: 0.743200 2021-04-14 12:52:23.071: INFO @log_variables: train age_confidence/loss mean: 0.052248 2021-04-14 12:52:23.071: INFO @log_variables: train age_confidence/accuracy mean: 0.707538 2021-04-14 12:52:23.071: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 12:52:23.073: INFO @metrics_hook: train age_mae: 10.678 +-0.166 (13824) 2021-04-14 12:52:23.074: INFO @metrics_hook: train gender_accuracy: 0.828 +-0.006 (13824) 2021-04-14 12:52:25.413: INFO @decay_lr : LR updated to `0.00013520436` 2021-04-14 12:52:25.414: INFO @log_profile : T train: 30.619088 2021-04-14 12:52:25.414: INFO @log_profile : T read data: 0.321401 2021-04-14 12:52:25.414: INFO @log_profile : T hooks: 2.863073 2021-04-14 12:52:25.414: INFO @main_loop : Epoch 159 done 2021-04-14 12:52:25.414: INFO @main_loop : Training epoch 160 2021-04-14 12:52:55.729: INFO @log_variables: train loss nanmean: 1.749138 2021-04-14 12:52:55.729: INFO @log_variables: train age_loss mean: 11.516542 2021-04-14 12:52:55.729: INFO @log_variables: train gender_loss mean: 0.390496 2021-04-14 12:52:55.729: INFO @log_variables: train age_mae mean: 10.834135 2021-04-14 12:52:55.729: INFO @log_variables: train gender_accuracy mean: 0.819806 2021-04-14 12:52:55.730: INFO @log_variables: train gender_confidence/loss nanmean: 0.073387 2021-04-14 12:52:55.730: INFO @log_variables: train gender_confidence/accuracy mean: 0.731409 2021-04-14 12:52:55.730: INFO @log_variables: train age_confidence/loss mean: 0.052475 2021-04-14 12:52:55.730: INFO @log_variables: train age_confidence/accuracy mean: 0.704789 2021-04-14 12:52:55.730: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 12:52:55.731: INFO @metrics_hook: train age_mae: 10.834 +-0.171 (13824) 2021-04-14 12:52:55.732: INFO @metrics_hook: train gender_accuracy: 0.820 +-0.007 (13824) 2021-04-14 12:52:58.026: INFO @decay_lr : LR updated to `0.00013452834` 2021-04-14 12:52:58.027: INFO @log_profile : T train: 29.431027 2021-04-14 12:52:58.028: INFO @log_profile : T read data: 0.310239 2021-04-14 12:52:58.028: INFO @log_profile : T hooks: 2.819904 2021-04-14 12:52:58.028: INFO @main_loop : Epoch 160 done 2021-04-14 12:52:58.028: INFO @main_loop : Training epoch 161 2021-04-14 12:53:29.443: INFO @log_variables: train loss nanmean: 1.734644 2021-04-14 12:53:29.443: INFO @log_variables: train age_loss mean: 11.256120 2021-04-14 12:53:29.443: INFO @log_variables: train gender_loss mean: 0.387494 2021-04-14 12:53:29.444: INFO @log_variables: train age_mae mean: 10.577999 2021-04-14 12:53:29.444: INFO @log_variables: train gender_accuracy mean: 0.824938 2021-04-14 12:53:29.444: INFO @log_variables: train gender_confidence/loss nanmean: 0.074109 2021-04-14 12:53:29.444: INFO @log_variables: train gender_confidence/accuracy mean: 0.731944 2021-04-14 12:53:29.444: INFO @log_variables: train age_confidence/loss mean: 0.053506 2021-04-14 12:53:29.444: INFO @log_variables: train age_confidence/accuracy mean: 0.695035 2021-04-14 12:53:29.444: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 12:53:29.447: INFO @metrics_hook: train age_mae: 10.578 +-0.169 (13818) 2021-04-14 12:53:29.452: INFO @metrics_hook: train gender_accuracy: 0.825 +-0.006 (13818) 2021-04-14 12:53:31.845: INFO @decay_lr : LR updated to `0.00013385569` 2021-04-14 12:53:31.846: INFO @log_profile : T train: 30.366900 2021-04-14 12:53:31.846: INFO @log_profile : T read data: 0.453351 2021-04-14 12:53:31.846: INFO @log_profile : T hooks: 2.945330 2021-04-14 12:53:31.846: INFO @main_loop : Epoch 161 done 2021-04-14 12:53:31.846: INFO @main_loop : Training epoch 162 2021-04-14 12:54:03.319: INFO @log_variables: train loss nanmean: 1.732370 2021-04-14 12:54:03.319: INFO @log_variables: train age_loss mean: 11.297882 2021-04-14 12:54:03.319: INFO @log_variables: train gender_loss mean: 0.378906 2021-04-14 12:54:03.319: INFO @log_variables: train age_mae mean: 10.618392 2021-04-14 12:54:03.319: INFO @log_variables: train gender_accuracy mean: 0.832321 2021-04-14 12:54:03.319: INFO @log_variables: train gender_confidence/loss nanmean: 0.074882 2021-04-14 12:54:03.319: INFO @log_variables: train gender_confidence/accuracy mean: 0.741826 2021-04-14 12:54:03.319: INFO @log_variables: train age_confidence/loss mean: 0.052928 2021-04-14 12:54:03.320: INFO @log_variables: train age_confidence/accuracy mean: 0.695819 2021-04-14 12:54:03.320: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 12:54:03.321: INFO @metrics_hook: train age_mae: 10.618 +-0.168 (13824) 2021-04-14 12:54:03.323: INFO @metrics_hook: train gender_accuracy: 0.832 +-0.006 (13824) 2021-04-14 12:54:05.536: INFO @decay_lr : LR updated to `0.00013318642` 2021-04-14 12:54:05.538: INFO @log_profile : T train: 30.585672 2021-04-14 12:54:05.538: INFO @log_profile : T read data: 0.307191 2021-04-14 12:54:05.538: INFO @log_profile : T hooks: 2.746398 2021-04-14 12:54:05.538: INFO @main_loop : Epoch 162 done 2021-04-14 12:54:05.538: INFO @main_loop : Training epoch 163 2021-04-14 12:54:35.670: INFO @log_variables: train loss nanmean: 1.754112 2021-04-14 12:54:35.671: INFO @log_variables: train age_loss mean: 11.361021 2021-04-14 12:54:35.671: INFO @log_variables: train gender_loss mean: 0.393296 2021-04-14 12:54:35.671: INFO @log_variables: train age_mae mean: 10.680225 2021-04-14 12:54:35.671: INFO @log_variables: train gender_accuracy mean: 0.821542 2021-04-14 12:54:35.671: INFO @log_variables: train gender_confidence/loss nanmean: 0.074865 2021-04-14 12:54:35.671: INFO @log_variables: train gender_confidence/accuracy mean: 0.730035 2021-04-14 12:54:35.671: INFO @log_variables: train age_confidence/loss mean: 0.052116 2021-04-14 12:54:35.671: INFO @log_variables: train age_confidence/accuracy mean: 0.708333 2021-04-14 12:54:35.671: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 12:54:35.674: INFO @metrics_hook: train age_mae: 10.680 +-0.167 (13824) 2021-04-14 12:54:35.677: INFO @metrics_hook: train gender_accuracy: 0.822 +-0.007 (13824) 2021-04-14 12:54:37.884: INFO @decay_lr : LR updated to `0.00013252048` 2021-04-14 12:54:37.885: INFO @log_profile : T train: 29.195374 2021-04-14 12:54:37.885: INFO @log_profile : T read data: 0.309301 2021-04-14 12:54:37.885: INFO @log_profile : T hooks: 2.787905 2021-04-14 12:54:37.885: INFO @main_loop : Epoch 163 done 2021-04-14 12:54:37.885: INFO @main_loop : Training epoch 164 2021-04-14 12:55:09.030: INFO @log_variables: train loss nanmean: 1.742291 2021-04-14 12:55:09.031: INFO @log_variables: train age_loss mean: 11.424827 2021-04-14 12:55:09.031: INFO @log_variables: train gender_loss mean: 0.384815 2021-04-14 12:55:09.031: INFO @log_variables: train age_mae mean: 10.747663 2021-04-14 12:55:09.031: INFO @log_variables: train gender_accuracy mean: 0.823057 2021-04-14 12:55:09.031: INFO @log_variables: train gender_confidence/loss nanmean: 0.073543 2021-04-14 12:55:09.031: INFO @log_variables: train gender_confidence/accuracy mean: 0.739326 2021-04-14 12:55:09.031: INFO @log_variables: train age_confidence/loss mean: 0.052095 2021-04-14 12:55:09.031: INFO @log_variables: train age_confidence/accuracy mean: 0.704588 2021-04-14 12:55:09.031: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 12:55:09.033: INFO @metrics_hook: train age_mae: 10.748 +-0.168 (13818) 2021-04-14 12:55:09.034: INFO @metrics_hook: train gender_accuracy: 0.823 +-0.006 (13818) 2021-04-14 12:55:11.166: INFO @decay_lr : LR updated to `0.00013185787` 2021-04-14 12:55:11.168: INFO @log_profile : T train: 30.086809 2021-04-14 12:55:11.168: INFO @log_profile : T read data: 0.422178 2021-04-14 12:55:11.168: INFO @log_profile : T hooks: 2.719786 2021-04-14 12:55:11.168: INFO @main_loop : Epoch 164 done 2021-04-14 12:55:11.168: INFO @main_loop : Training epoch 165 2021-04-14 12:55:41.506: INFO @log_variables: train loss nanmean: 1.734282 2021-04-14 12:55:41.506: INFO @log_variables: train age_loss mean: 11.410567 2021-04-14 12:55:41.506: INFO @log_variables: train gender_loss mean: 0.383975 2021-04-14 12:55:41.506: INFO @log_variables: train age_mae mean: 10.733258 2021-04-14 12:55:41.506: INFO @log_variables: train gender_accuracy mean: 0.824436 2021-04-14 12:55:41.506: INFO @log_variables: train gender_confidence/loss nanmean: 0.072663 2021-04-14 12:55:41.506: INFO @log_variables: train gender_confidence/accuracy mean: 0.743707 2021-04-14 12:55:41.506: INFO @log_variables: train age_confidence/loss mean: 0.052533 2021-04-14 12:55:41.506: INFO @log_variables: train age_confidence/accuracy mean: 0.705512 2021-04-14 12:55:41.507: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 12:55:41.508: INFO @metrics_hook: train age_mae: 10.733 +-0.169 (13824) 2021-04-14 12:55:41.510: INFO @metrics_hook: train gender_accuracy: 0.824 +-0.006 (13824) 2021-04-14 12:55:43.873: INFO @decay_lr : LR updated to `0.00013119858` 2021-04-14 12:55:43.874: INFO @log_profile : T train: 29.423358 2021-04-14 12:55:43.874: INFO @log_profile : T read data: 0.305532 2021-04-14 12:55:43.874: INFO @log_profile : T hooks: 2.924174 2021-04-14 12:55:43.874: INFO @main_loop : Epoch 165 done 2021-04-14 12:55:43.874: INFO @main_loop : Training epoch 166 2021-04-14 12:56:15.151: INFO @log_variables: train loss nanmean: 1.722996 2021-04-14 12:56:15.152: INFO @log_variables: train age_loss mean: 11.377785 2021-04-14 12:56:15.153: INFO @log_variables: train gender_loss mean: 0.381758 2021-04-14 12:56:15.153: INFO @log_variables: train age_mae mean: 10.698372 2021-04-14 12:56:15.153: INFO @log_variables: train gender_accuracy mean: 0.826968 2021-04-14 12:56:15.153: INFO @log_variables: train gender_confidence/loss nanmean: 0.074430 2021-04-14 12:56:15.153: INFO @log_variables: train gender_confidence/accuracy mean: 0.737269 2021-04-14 12:56:15.153: INFO @log_variables: train age_confidence/loss mean: 0.052933 2021-04-14 12:56:15.153: INFO @log_variables: train age_confidence/accuracy mean: 0.700449 2021-04-14 12:56:15.153: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 12:56:15.155: INFO @metrics_hook: train age_mae: 10.698 +-0.168 (13824) 2021-04-14 12:56:15.157: INFO @metrics_hook: train gender_accuracy: 0.827 +-0.006 (13824) 2021-04-14 12:56:17.475: INFO @decay_lr : LR updated to `0.0001305426` 2021-04-14 12:56:17.477: INFO @log_profile : T train: 30.388423 2021-04-14 12:56:17.477: INFO @log_profile : T read data: 0.313420 2021-04-14 12:56:17.477: INFO @log_profile : T hooks: 2.848811 2021-04-14 12:56:17.477: INFO @main_loop : Epoch 166 done 2021-04-14 12:56:17.477: INFO @main_loop : Training epoch 167 2021-04-14 12:56:48.755: INFO @log_variables: train loss nanmean: 1.701633 2021-04-14 12:56:48.756: INFO @log_variables: train age_loss mean: 11.326007 2021-04-14 12:56:48.756: INFO @log_variables: train gender_loss mean: 0.378922 2021-04-14 12:56:48.756: INFO @log_variables: train age_mae mean: 10.648814 2021-04-14 12:56:48.756: INFO @log_variables: train gender_accuracy mean: 0.830728 2021-04-14 12:56:48.756: INFO @log_variables: train gender_confidence/loss nanmean: 0.074270 2021-04-14 12:56:48.756: INFO @log_variables: train gender_confidence/accuracy mean: 0.736648 2021-04-14 12:56:48.756: INFO @log_variables: train age_confidence/loss mean: 0.052990 2021-04-14 12:56:48.756: INFO @log_variables: train age_confidence/accuracy mean: 0.699812 2021-04-14 12:56:48.756: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 12:56:48.758: INFO @metrics_hook: train age_mae: 10.649 +-0.169 (13818) 2021-04-14 12:56:48.760: INFO @metrics_hook: train gender_accuracy: 0.831 +-0.006 (13818) 2021-04-14 12:56:51.085: INFO @decay_lr : LR updated to `0.00012988989` 2021-04-14 12:56:51.087: INFO @log_profile : T train: 30.252827 2021-04-14 12:56:51.087: INFO @log_profile : T read data: 0.441525 2021-04-14 12:56:51.087: INFO @log_profile : T hooks: 2.862642 2021-04-14 12:56:51.087: INFO @main_loop : Epoch 167 done 2021-04-14 12:56:51.087: INFO @main_loop : Training epoch 168 2021-04-14 12:57:21.655: INFO @log_variables: train loss nanmean: 1.718450 2021-04-14 12:57:21.655: INFO @log_variables: train age_loss mean: 11.325768 2021-04-14 12:57:21.655: INFO @log_variables: train gender_loss mean: 0.390510 2021-04-14 12:57:21.656: INFO @log_variables: train age_mae mean: 10.647929 2021-04-14 12:57:21.656: INFO @log_variables: train gender_accuracy mean: 0.823568 2021-04-14 12:57:21.656: INFO @log_variables: train gender_confidence/loss nanmean: 0.074340 2021-04-14 12:57:21.656: INFO @log_variables: train gender_confidence/accuracy mean: 0.729601 2021-04-14 12:57:21.656: INFO @log_variables: train age_confidence/loss mean: 0.052555 2021-04-14 12:57:21.656: INFO @log_variables: train age_confidence/accuracy mean: 0.704138 2021-04-14 12:57:21.656: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 12:57:21.658: INFO @metrics_hook: train age_mae: 10.648 +-0.167 (13824) 2021-04-14 12:57:21.659: INFO @metrics_hook: train gender_accuracy: 0.824 +-0.006 (13824) 2021-04-14 12:57:23.991: INFO @decay_lr : LR updated to `0.00012924043` 2021-04-14 12:57:23.992: INFO @log_profile : T train: 29.671872 2021-04-14 12:57:23.992: INFO @log_profile : T read data: 0.313175 2021-04-14 12:57:23.992: INFO @log_profile : T hooks: 2.868175 2021-04-14 12:57:23.993: INFO @main_loop : Epoch 168 done 2021-04-14 12:57:23.993: INFO @main_loop : Training epoch 169 2021-04-14 12:57:55.236: INFO @log_variables: train loss nanmean: 1.706348 2021-04-14 12:57:55.237: INFO @log_variables: train age_loss mean: 11.181444 2021-04-14 12:57:55.237: INFO @log_variables: train gender_loss mean: 0.376603 2021-04-14 12:57:55.237: INFO @log_variables: train age_mae mean: 10.504357 2021-04-14 12:57:55.237: INFO @log_variables: train gender_accuracy mean: 0.829933 2021-04-14 12:57:55.237: INFO @log_variables: train gender_confidence/loss nanmean: 0.074362 2021-04-14 12:57:55.237: INFO @log_variables: train gender_confidence/accuracy mean: 0.733652 2021-04-14 12:57:55.237: INFO @log_variables: train age_confidence/loss mean: 0.053299 2021-04-14 12:57:55.237: INFO @log_variables: train age_confidence/accuracy mean: 0.693721 2021-04-14 12:57:55.237: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 12:57:55.239: INFO @metrics_hook: train age_mae: 10.504 +-0.166 (13824) 2021-04-14 12:57:55.241: INFO @metrics_hook: train gender_accuracy: 0.830 +-0.006 (13824) 2021-04-14 12:57:57.430: INFO @decay_lr : LR updated to `0.00012859423` 2021-04-14 12:57:57.432: INFO @log_profile : T train: 30.342107 2021-04-14 12:57:57.432: INFO @log_profile : T read data: 0.309749 2021-04-14 12:57:57.432: INFO @log_profile : T hooks: 2.734661 2021-04-14 12:57:57.432: INFO @main_loop : Epoch 169 done 2021-04-14 12:57:57.432: INFO @main_loop : Training epoch 170 2021-04-14 12:58:27.620: INFO @log_variables: train loss nanmean: 1.714072 2021-04-14 12:58:27.621: INFO @log_variables: train age_loss mean: 11.438071 2021-04-14 12:58:27.621: INFO @log_variables: train gender_loss mean: 0.370051 2021-04-14 12:58:27.621: INFO @log_variables: train age_mae mean: 10.757213 2021-04-14 12:58:27.621: INFO @log_variables: train gender_accuracy mean: 0.830006 2021-04-14 12:58:27.622: INFO @log_variables: train gender_confidence/loss nanmean: 0.072777 2021-04-14 12:58:27.622: INFO @log_variables: train gender_confidence/accuracy mean: 0.748626 2021-04-14 12:58:27.622: INFO @log_variables: train age_confidence/loss mean: 0.052350 2021-04-14 12:58:27.622: INFO @log_variables: train age_confidence/accuracy mean: 0.706525 2021-04-14 12:58:27.622: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 12:58:27.624: INFO @metrics_hook: train age_mae: 10.757 +-0.168 (13824) 2021-04-14 12:58:27.626: INFO @metrics_hook: train gender_accuracy: 0.830 +-0.006 (13824) 2021-04-14 12:58:29.901: INFO @decay_lr : LR updated to `0.00012795125` 2021-04-14 12:58:29.902: INFO @log_profile : T train: 29.256248 2021-04-14 12:58:29.902: INFO @log_profile : T read data: 0.294059 2021-04-14 12:58:29.902: INFO @log_profile : T hooks: 2.867168 2021-04-14 12:58:29.902: INFO @main_loop : Epoch 170 done 2021-04-14 12:58:29.902: INFO @main_loop : Training epoch 171 2021-04-14 12:59:01.165: INFO @log_variables: train loss nanmean: 1.727828 2021-04-14 12:59:01.165: INFO @log_variables: train age_loss mean: 11.357781 2021-04-14 12:59:01.165: INFO @log_variables: train gender_loss mean: 0.383827 2021-04-14 12:59:01.165: INFO @log_variables: train age_mae mean: 10.680651 2021-04-14 12:59:01.165: INFO @log_variables: train gender_accuracy mean: 0.827471 2021-04-14 12:59:01.166: INFO @log_variables: train gender_confidence/loss nanmean: 0.074206 2021-04-14 12:59:01.166: INFO @log_variables: train gender_confidence/accuracy mean: 0.733753 2021-04-14 12:59:01.166: INFO @log_variables: train age_confidence/loss mean: 0.053520 2021-04-14 12:59:01.166: INFO @log_variables: train age_confidence/accuracy mean: 0.695542 2021-04-14 12:59:01.166: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 12:59:01.169: INFO @metrics_hook: train age_mae: 10.681 +-0.169 (13818) 2021-04-14 12:59:01.171: INFO @metrics_hook: train gender_accuracy: 0.827 +-0.006 (13818) 2021-04-14 12:59:03.364: INFO @decay_lr : LR updated to `0.00012731149` 2021-04-14 12:59:03.366: INFO @log_profile : T train: 30.192610 2021-04-14 12:59:03.366: INFO @log_profile : T read data: 0.429245 2021-04-14 12:59:03.366: INFO @log_profile : T hooks: 2.786885 2021-04-14 12:59:03.366: INFO @main_loop : Epoch 171 done 2021-04-14 12:59:03.366: INFO @main_loop : Training epoch 172 2021-04-14 12:59:34.435: INFO @log_variables: train loss nanmean: 1.735254 2021-04-14 12:59:34.435: INFO @log_variables: train age_loss mean: 11.465802 2021-04-14 12:59:34.435: INFO @log_variables: train gender_loss mean: 0.373876 2021-04-14 12:59:34.435: INFO @log_variables: train age_mae mean: 10.787822 2021-04-14 12:59:34.435: INFO @log_variables: train gender_accuracy mean: 0.836589 2021-04-14 12:59:34.435: INFO @log_variables: train gender_confidence/loss nanmean: 0.074878 2021-04-14 12:59:34.435: INFO @log_variables: train gender_confidence/accuracy mean: 0.744936 2021-04-14 12:59:34.435: INFO @log_variables: train age_confidence/loss mean: 0.052756 2021-04-14 12:59:34.436: INFO @log_variables: train age_confidence/accuracy mean: 0.702257 2021-04-14 12:59:34.436: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 12:59:34.437: INFO @metrics_hook: train age_mae: 10.788 +-0.171 (13824) 2021-04-14 12:59:34.438: INFO @metrics_hook: train gender_accuracy: 0.837 +-0.006 (13824) 2021-04-14 12:59:36.865: INFO @decay_lr : LR updated to `0.00012667493` 2021-04-14 12:59:36.867: INFO @log_profile : T train: 30.141485 2021-04-14 12:59:36.867: INFO @log_profile : T read data: 0.324340 2021-04-14 12:59:36.867: INFO @log_profile : T hooks: 2.982649 2021-04-14 12:59:36.867: INFO @main_loop : Epoch 172 done 2021-04-14 12:59:36.867: INFO @main_loop : Training epoch 173 2021-04-14 13:00:07.360: INFO @log_variables: train loss nanmean: 1.696646 2021-04-14 13:00:07.361: INFO @log_variables: train age_loss mean: 11.234420 2021-04-14 13:00:07.361: INFO @log_variables: train gender_loss mean: 0.374003 2021-04-14 13:00:07.361: INFO @log_variables: train age_mae mean: 10.557489 2021-04-14 13:00:07.361: INFO @log_variables: train gender_accuracy mean: 0.829789 2021-04-14 13:00:07.361: INFO @log_variables: train gender_confidence/loss nanmean: 0.073056 2021-04-14 13:00:07.362: INFO @log_variables: train gender_confidence/accuracy mean: 0.741102 2021-04-14 13:00:07.362: INFO @log_variables: train age_confidence/loss mean: 0.053924 2021-04-14 13:00:07.362: INFO @log_variables: train age_confidence/accuracy mean: 0.692419 2021-04-14 13:00:07.362: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 13:00:07.363: INFO @metrics_hook: train age_mae: 10.557 +-0.167 (13824) 2021-04-14 13:00:07.364: INFO @metrics_hook: train gender_accuracy: 0.830 +-0.006 (13824) 2021-04-14 13:00:09.632: INFO @decay_lr : LR updated to `0.00012604156` 2021-04-14 13:00:09.634: INFO @log_profile : T train: 29.600415 2021-04-14 13:00:09.634: INFO @log_profile : T read data: 0.309431 2021-04-14 13:00:09.634: INFO @log_profile : T hooks: 2.803435 2021-04-14 13:00:09.634: INFO @main_loop : Epoch 173 done 2021-04-14 13:00:09.634: INFO @main_loop : Training epoch 174 2021-04-14 13:00:41.187: INFO @log_variables: train loss nanmean: 1.698396 2021-04-14 13:00:41.189: INFO @log_variables: train age_loss mean: 11.247670 2021-04-14 13:00:41.190: INFO @log_variables: train gender_loss mean: 0.383131 2021-04-14 13:00:41.191: INFO @log_variables: train age_mae mean: 10.571109 2021-04-14 13:00:41.192: INFO @log_variables: train gender_accuracy mean: 0.822116 2021-04-14 13:00:41.192: INFO @log_variables: train gender_confidence/loss nanmean: 0.073199 2021-04-14 13:00:41.192: INFO @log_variables: train gender_confidence/accuracy mean: 0.733029 2021-04-14 13:00:41.192: INFO @log_variables: train age_confidence/loss mean: 0.053299 2021-04-14 13:00:41.192: INFO @log_variables: train age_confidence/accuracy mean: 0.694239 2021-04-14 13:00:41.192: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 13:00:41.194: INFO @metrics_hook: train age_mae: 10.571 +-0.167 (13818) 2021-04-14 13:00:41.197: INFO @metrics_hook: train gender_accuracy: 0.822 +-0.007 (13818) 2021-04-14 13:00:43.515: INFO @decay_lr : LR updated to `0.00012541134` 2021-04-14 13:00:43.516: INFO @log_profile : T train: 30.546480 2021-04-14 13:00:43.516: INFO @log_profile : T read data: 0.424165 2021-04-14 13:00:43.516: INFO @log_profile : T hooks: 2.858599 2021-04-14 13:00:43.516: INFO @main_loop : Epoch 174 done 2021-04-14 13:00:43.516: INFO @main_loop : Training epoch 175 2021-04-14 13:01:13.976: INFO @log_variables: train loss nanmean: 1.684368 2021-04-14 13:01:13.976: INFO @log_variables: train age_loss mean: 11.318396 2021-04-14 13:01:13.976: INFO @log_variables: train gender_loss mean: 0.371958 2021-04-14 13:01:13.976: INFO @log_variables: train age_mae mean: 10.641343 2021-04-14 13:01:13.976: INFO @log_variables: train gender_accuracy mean: 0.831862 2021-04-14 13:01:13.976: INFO @log_variables: train gender_confidence/loss nanmean: 0.073381 2021-04-14 13:01:13.976: INFO @log_variables: train gender_confidence/accuracy mean: 0.740703 2021-04-14 13:01:13.977: INFO @log_variables: train age_confidence/loss mean: 0.053310 2021-04-14 13:01:13.977: INFO @log_variables: train age_confidence/accuracy mean: 0.695992 2021-04-14 13:01:13.977: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 13:01:13.979: INFO @metrics_hook: train age_mae: 10.641 +-0.169 (13822) 2021-04-14 13:01:13.980: INFO @metrics_hook: train gender_accuracy: 0.832 +-0.006 (13822) 2021-04-14 13:01:16.277: INFO @decay_lr : LR updated to `0.00012478429` 2021-04-14 13:01:16.278: INFO @log_profile : T train: 29.555103 2021-04-14 13:01:16.278: INFO @log_profile : T read data: 0.305316 2021-04-14 13:01:16.278: INFO @log_profile : T hooks: 2.848534 2021-04-14 13:01:16.278: INFO @main_loop : Epoch 175 done 2021-04-14 13:01:16.278: INFO @main_loop : Training epoch 176 2021-04-14 13:01:47.509: INFO @log_variables: train loss nanmean: 1.682085 2021-04-14 13:01:47.510: INFO @log_variables: train age_loss mean: 11.154568 2021-04-14 13:01:47.510: INFO @log_variables: train gender_loss mean: 0.366033 2021-04-14 13:01:47.510: INFO @log_variables: train age_mae mean: 10.481049 2021-04-14 13:01:47.510: INFO @log_variables: train gender_accuracy mean: 0.835648 2021-04-14 13:01:47.510: INFO @log_variables: train gender_confidence/loss nanmean: 0.073906 2021-04-14 13:01:47.510: INFO @log_variables: train gender_confidence/accuracy mean: 0.738426 2021-04-14 13:01:47.510: INFO @log_variables: train age_confidence/loss mean: 0.053728 2021-04-14 13:01:47.510: INFO @log_variables: train age_confidence/accuracy mean: 0.692925 2021-04-14 13:01:47.510: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 13:01:47.511: INFO @metrics_hook: train age_mae: 10.481 +-0.166 (13824) 2021-04-14 13:01:47.512: INFO @metrics_hook: train gender_accuracy: 0.836 +-0.006 (13824) 2021-04-14 13:01:49.975: INFO @decay_lr : LR updated to `0.00012416036` 2021-04-14 13:01:49.977: INFO @log_profile : T train: 30.324408 2021-04-14 13:01:49.977: INFO @log_profile : T read data: 0.305200 2021-04-14 13:01:49.977: INFO @log_profile : T hooks: 3.014247 2021-04-14 13:01:49.977: INFO @main_loop : Epoch 176 done 2021-04-14 13:01:49.977: INFO @main_loop : Training epoch 177 2021-04-14 13:02:21.134: INFO @log_variables: train loss nanmean: 1.681289 2021-04-14 13:02:21.134: INFO @log_variables: train age_loss mean: 11.317233 2021-04-14 13:02:21.134: INFO @log_variables: train gender_loss mean: 0.361109 2021-04-14 13:02:21.134: INFO @log_variables: train age_mae mean: 10.639850 2021-04-14 13:02:21.134: INFO @log_variables: train gender_accuracy mean: 0.839702 2021-04-14 13:02:21.134: INFO @log_variables: train gender_confidence/loss nanmean: 0.073531 2021-04-14 13:02:21.135: INFO @log_variables: train gender_confidence/accuracy mean: 0.746924 2021-04-14 13:02:21.135: INFO @log_variables: train age_confidence/loss mean: 0.053144 2021-04-14 13:02:21.135: INFO @log_variables: train age_confidence/accuracy mean: 0.698075 2021-04-14 13:02:21.135: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 13:02:21.136: INFO @metrics_hook: train age_mae: 10.640 +-0.169 (13818) 2021-04-14 13:02:21.138: INFO @metrics_hook: train gender_accuracy: 0.840 +-0.006 (13818) 2021-04-14 13:02:25.797: INFO @decay_lr : LR updated to `0.00012353956` 2021-04-14 13:02:25.798: INFO @log_profile : T train: 30.079851 2021-04-14 13:02:25.798: INFO @log_profile : T read data: 0.435931 2021-04-14 13:02:25.798: INFO @log_profile : T hooks: 5.251732 2021-04-14 13:02:25.799: INFO @main_loop : Epoch 177 done 2021-04-14 13:02:25.799: INFO @main_loop : Training epoch 178 2021-04-14 13:02:56.798: INFO @log_variables: train loss nanmean: 1.682716 2021-04-14 13:02:56.798: INFO @log_variables: train age_loss mean: 11.206094 2021-04-14 13:02:56.798: INFO @log_variables: train gender_loss mean: 0.371811 2021-04-14 13:02:56.798: INFO @log_variables: train age_mae mean: 10.531750 2021-04-14 13:02:56.798: INFO @log_variables: train gender_accuracy mean: 0.834780 2021-04-14 13:02:56.798: INFO @log_variables: train gender_confidence/loss nanmean: 0.074166 2021-04-14 13:02:56.798: INFO @log_variables: train gender_confidence/accuracy mean: 0.738860 2021-04-14 13:02:56.798: INFO @log_variables: train age_confidence/loss mean: 0.053300 2021-04-14 13:02:56.798: INFO @log_variables: train age_confidence/accuracy mean: 0.698929 2021-04-14 13:02:56.799: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 13:02:56.800: INFO @metrics_hook: train age_mae: 10.532 +-0.165 (13824) 2021-04-14 13:02:56.803: INFO @metrics_hook: train gender_accuracy: 0.835 +-0.006 (13824) 2021-04-14 13:02:59.226: INFO @decay_lr : LR updated to `0.00012292186` 2021-04-14 13:02:59.227: INFO @log_profile : T train: 30.066839 2021-04-14 13:02:59.227: INFO @log_profile : T read data: 0.300789 2021-04-14 13:02:59.227: INFO @log_profile : T hooks: 3.008214 2021-04-14 13:02:59.227: INFO @main_loop : Epoch 178 done 2021-04-14 13:02:59.227: INFO @main_loop : Training epoch 179 2021-04-14 13:03:29.763: INFO @log_variables: train loss nanmean: 1.694451 2021-04-14 13:03:29.763: INFO @log_variables: train age_loss mean: 11.019037 2021-04-14 13:03:29.763: INFO @log_variables: train gender_loss mean: 0.377176 2021-04-14 13:03:29.763: INFO @log_variables: train age_mae mean: 10.348122 2021-04-14 13:03:29.763: INFO @log_variables: train gender_accuracy mean: 0.829065 2021-04-14 13:03:29.763: INFO @log_variables: train gender_confidence/loss nanmean: 0.073968 2021-04-14 13:03:29.763: INFO @log_variables: train gender_confidence/accuracy mean: 0.740090 2021-04-14 13:03:29.763: INFO @log_variables: train age_confidence/loss mean: 0.053351 2021-04-14 13:03:29.763: INFO @log_variables: train age_confidence/accuracy mean: 0.693938 2021-04-14 13:03:29.763: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 13:03:29.765: INFO @metrics_hook: train age_mae: 10.348 +-0.163 (13824) 2021-04-14 13:03:29.766: INFO @metrics_hook: train gender_accuracy: 0.829 +-0.006 (13824) 2021-04-14 13:03:32.093: INFO @decay_lr : LR updated to `0.00012230725` 2021-04-14 13:03:32.095: INFO @log_profile : T train: 29.644882 2021-04-14 13:03:32.095: INFO @log_profile : T read data: 0.316572 2021-04-14 13:03:32.095: INFO @log_profile : T hooks: 2.854613 2021-04-14 13:03:32.096: INFO @main_loop : Epoch 179 done 2021-04-14 13:03:32.096: INFO @main_loop : Training epoch 180 2021-04-14 13:04:03.590: INFO @log_variables: train loss nanmean: 1.692239 2021-04-14 13:04:03.590: INFO @log_variables: train age_loss mean: 11.098666 2021-04-14 13:04:03.590: INFO @log_variables: train gender_loss mean: 0.366080 2021-04-14 13:04:03.590: INFO @log_variables: train age_mae mean: 10.426687 2021-04-14 13:04:03.590: INFO @log_variables: train gender_accuracy mean: 0.838689 2021-04-14 13:04:03.590: INFO @log_variables: train gender_confidence/loss nanmean: 0.074490 2021-04-14 13:04:03.591: INFO @log_variables: train gender_confidence/accuracy mean: 0.739543 2021-04-14 13:04:03.591: INFO @log_variables: train age_confidence/loss mean: 0.053372 2021-04-14 13:04:03.591: INFO @log_variables: train age_confidence/accuracy mean: 0.695904 2021-04-14 13:04:03.591: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 13:04:03.592: INFO @metrics_hook: train age_mae: 10.427 +-0.165 (13818) 2021-04-14 13:04:03.594: INFO @metrics_hook: train gender_accuracy: 0.839 +-0.006 (13818) 2021-04-14 13:04:05.979: INFO @decay_lr : LR updated to `0.00012169571` 2021-04-14 13:04:05.980: INFO @log_profile : T train: 30.481884 2021-04-14 13:04:05.981: INFO @log_profile : T read data: 0.433478 2021-04-14 13:04:05.981: INFO @log_profile : T hooks: 2.916656 2021-04-14 13:04:05.981: INFO @main_loop : Epoch 180 done 2021-04-14 13:04:05.981: INFO @main_loop : Training epoch 181 2021-04-14 13:04:37.407: INFO @log_variables: train loss nanmean: 1.686205 2021-04-14 13:04:37.408: INFO @log_variables: train age_loss mean: 11.151730 2021-04-14 13:04:37.408: INFO @log_variables: train gender_loss mean: 0.366768 2021-04-14 13:04:37.408: INFO @log_variables: train age_mae mean: 10.478437 2021-04-14 13:04:37.408: INFO @log_variables: train gender_accuracy mean: 0.833984 2021-04-14 13:04:37.408: INFO @log_variables: train gender_confidence/loss nanmean: 0.073427 2021-04-14 13:04:37.408: INFO @log_variables: train gender_confidence/accuracy mean: 0.744358 2021-04-14 13:04:37.408: INFO @log_variables: train age_confidence/loss mean: 0.053005 2021-04-14 13:04:37.408: INFO @log_variables: train age_confidence/accuracy mean: 0.698495 2021-04-14 13:04:37.408: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 13:04:37.410: INFO @metrics_hook: train age_mae: 10.478 +-0.166 (13824) 2021-04-14 13:04:37.412: INFO @metrics_hook: train gender_accuracy: 0.834 +-0.006 (13824) 2021-04-14 13:04:39.697: INFO @decay_lr : LR updated to `0.00012108723` 2021-04-14 13:04:39.699: INFO @log_profile : T train: 30.503474 2021-04-14 13:04:39.699: INFO @log_profile : T read data: 0.326022 2021-04-14 13:04:39.699: INFO @log_profile : T hooks: 2.835958 2021-04-14 13:04:39.699: INFO @main_loop : Epoch 181 done 2021-04-14 13:04:39.699: INFO @main_loop : Training epoch 182 2021-04-14 13:05:10.152: INFO @log_variables: train loss nanmean: 1.668133 2021-04-14 13:05:10.153: INFO @log_variables: train age_loss mean: 11.097495 2021-04-14 13:05:10.153: INFO @log_variables: train gender_loss mean: 0.364938 2021-04-14 13:05:10.153: INFO @log_variables: train age_mae mean: 10.421673 2021-04-14 13:05:10.153: INFO @log_variables: train gender_accuracy mean: 0.840061 2021-04-14 13:05:10.153: INFO @log_variables: train gender_confidence/loss nanmean: 0.074278 2021-04-14 13:05:10.153: INFO @log_variables: train gender_confidence/accuracy mean: 0.743562 2021-04-14 13:05:10.153: INFO @log_variables: train age_confidence/loss mean: 0.053466 2021-04-14 13:05:10.153: INFO @log_variables: train age_confidence/accuracy mean: 0.696470 2021-04-14 13:05:10.153: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 13:05:10.156: INFO @metrics_hook: train age_mae: 10.422 +-0.165 (13824) 2021-04-14 13:05:10.158: INFO @metrics_hook: train gender_accuracy: 0.840 +-0.006 (13824) 2021-04-14 13:05:12.736: INFO @decay_lr : LR updated to `0.00012048179` 2021-04-14 13:05:12.739: INFO @log_profile : T train: 29.557512 2021-04-14 13:05:12.739: INFO @log_profile : T read data: 0.306584 2021-04-14 13:05:12.739: INFO @log_profile : T hooks: 3.121334 2021-04-14 13:05:12.739: INFO @main_loop : Epoch 182 done 2021-04-14 13:05:12.739: INFO @main_loop : Training epoch 183 2021-04-14 13:05:43.768: INFO @log_variables: train loss nanmean: 1.661336 2021-04-14 13:05:43.769: INFO @log_variables: train age_loss mean: 11.116130 2021-04-14 13:05:43.769: INFO @log_variables: train gender_loss mean: 0.360474 2021-04-14 13:05:43.769: INFO @log_variables: train age_mae mean: 10.443510 2021-04-14 13:05:43.769: INFO @log_variables: train gender_accuracy mean: 0.838108 2021-04-14 13:05:43.769: INFO @log_variables: train gender_confidence/loss nanmean: 0.073179 2021-04-14 13:05:43.769: INFO @log_variables: train gender_confidence/accuracy mean: 0.746094 2021-04-14 13:05:43.769: INFO @log_variables: train age_confidence/loss mean: 0.052595 2021-04-14 13:05:43.769: INFO @log_variables: train age_confidence/accuracy mean: 0.702763 2021-04-14 13:05:43.769: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 13:05:43.771: INFO @metrics_hook: train age_mae: 10.444 +-0.166 (13824) 2021-04-14 13:05:43.773: INFO @metrics_hook: train gender_accuracy: 0.838 +-0.006 (13824) 2021-04-14 13:05:46.091: INFO @decay_lr : LR updated to `0.00011987938` 2021-04-14 13:05:46.092: INFO @log_profile : T train: 30.111649 2021-04-14 13:05:46.092: INFO @log_profile : T read data: 0.298730 2021-04-14 13:05:46.092: INFO @log_profile : T hooks: 2.888611 2021-04-14 13:05:46.092: INFO @main_loop : Epoch 183 done 2021-04-14 13:05:46.093: INFO @main_loop : Training epoch 184 2021-04-14 13:06:17.235: INFO @log_variables: train loss nanmean: 1.676386 2021-04-14 13:06:17.235: INFO @log_variables: train age_loss mean: 11.076950 2021-04-14 13:06:17.235: INFO @log_variables: train gender_loss mean: 0.368226 2021-04-14 13:06:17.235: INFO @log_variables: train age_mae mean: 10.405228 2021-04-14 13:06:17.235: INFO @log_variables: train gender_accuracy mean: 0.837458 2021-04-14 13:06:17.235: INFO @log_variables: train gender_confidence/loss nanmean: 0.074283 2021-04-14 13:06:17.235: INFO @log_variables: train gender_confidence/accuracy mean: 0.739253 2021-04-14 13:06:17.235: INFO @log_variables: train age_confidence/loss mean: 0.054392 2021-04-14 13:06:17.235: INFO @log_variables: train age_confidence/accuracy mean: 0.683818 2021-04-14 13:06:17.236: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 13:06:17.237: INFO @metrics_hook: train age_mae: 10.405 +-0.166 (13818) 2021-04-14 13:06:17.239: INFO @metrics_hook: train gender_accuracy: 0.837 +-0.006 (13818) 2021-04-14 13:06:19.581: INFO @decay_lr : LR updated to `0.00011927999` 2021-04-14 13:06:19.582: INFO @log_profile : T train: 30.081214 2021-04-14 13:06:19.582: INFO @log_profile : T read data: 0.438155 2021-04-14 13:06:19.582: INFO @log_profile : T hooks: 2.916081 2021-04-14 13:06:19.582: INFO @main_loop : Epoch 184 done 2021-04-14 13:06:19.582: INFO @main_loop : Training epoch 185 2021-04-14 13:06:50.638: INFO @log_variables: train loss nanmean: 1.701721 2021-04-14 13:06:50.639: INFO @log_variables: train age_loss mean: 11.223757 2021-04-14 13:06:50.639: INFO @log_variables: train gender_loss mean: 0.372201 2021-04-14 13:06:50.639: INFO @log_variables: train age_mae mean: 10.551301 2021-04-14 13:06:50.639: INFO @log_variables: train gender_accuracy mean: 0.831308 2021-04-14 13:06:50.639: INFO @log_variables: train gender_confidence/loss nanmean: 0.073422 2021-04-14 13:06:50.639: INFO @log_variables: train gender_confidence/accuracy mean: 0.742115 2021-04-14 13:06:50.639: INFO @log_variables: train age_confidence/loss mean: 0.052257 2021-04-14 13:06:50.639: INFO @log_variables: train age_confidence/accuracy mean: 0.704138 2021-04-14 13:06:50.639: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 13:06:50.641: INFO @metrics_hook: train age_mae: 10.551 +-0.164 (13824) 2021-04-14 13:06:50.644: INFO @metrics_hook: train gender_accuracy: 0.831 +-0.006 (13824) 2021-04-14 13:06:53.000: INFO @decay_lr : LR updated to `0.00011868359` 2021-04-14 13:06:53.002: INFO @log_profile : T train: 30.112760 2021-04-14 13:06:53.002: INFO @log_profile : T read data: 0.301685 2021-04-14 13:06:53.002: INFO @log_profile : T hooks: 2.950130 2021-04-14 13:06:53.002: INFO @main_loop : Epoch 185 done 2021-04-14 13:06:53.002: INFO @main_loop : Training epoch 186 2021-04-14 13:07:24.692: INFO @log_variables: train loss nanmean: 1.689297 2021-04-14 13:07:24.692: INFO @log_variables: train age_loss mean: 11.112153 2021-04-14 13:07:24.692: INFO @log_variables: train gender_loss mean: 0.365449 2021-04-14 13:07:24.692: INFO @log_variables: train age_mae mean: 10.437552 2021-04-14 13:07:24.692: INFO @log_variables: train gender_accuracy mean: 0.832465 2021-04-14 13:07:24.692: INFO @log_variables: train gender_confidence/loss nanmean: 0.072829 2021-04-14 13:07:24.692: INFO @log_variables: train gender_confidence/accuracy mean: 0.743128 2021-04-14 13:07:24.693: INFO @log_variables: train age_confidence/loss mean: 0.052944 2021-04-14 13:07:24.693: INFO @log_variables: train age_confidence/accuracy mean: 0.703197 2021-04-14 13:07:24.693: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 13:07:24.695: INFO @metrics_hook: train age_mae: 10.438 +-0.165 (13824) 2021-04-14 13:07:24.697: INFO @metrics_hook: train gender_accuracy: 0.832 +-0.006 (13824) 2021-04-14 13:07:27.108: INFO @decay_lr : LR updated to `0.00011809017` 2021-04-14 13:07:27.110: INFO @log_profile : T train: 30.795748 2021-04-14 13:07:27.110: INFO @log_profile : T read data: 0.305234 2021-04-14 13:07:27.110: INFO @log_profile : T hooks: 2.955306 2021-04-14 13:07:27.110: INFO @main_loop : Epoch 186 done 2021-04-14 13:07:27.110: INFO @main_loop : Training epoch 187 2021-04-14 13:07:58.805: INFO @log_variables: train loss nanmean: 1.698953 2021-04-14 13:07:58.805: INFO @log_variables: train age_loss mean: 11.186588 2021-04-14 13:07:58.805: INFO @log_variables: train gender_loss mean: 0.374479 2021-04-14 13:07:58.805: INFO @log_variables: train age_mae mean: 10.515168 2021-04-14 13:07:58.805: INFO @log_variables: train gender_accuracy mean: 0.833189 2021-04-14 13:07:58.805: INFO @log_variables: train gender_confidence/loss nanmean: 0.074365 2021-04-14 13:07:58.805: INFO @log_variables: train gender_confidence/accuracy mean: 0.735562 2021-04-14 13:07:58.805: INFO @log_variables: train age_confidence/loss mean: 0.052686 2021-04-14 13:07:58.805: INFO @log_variables: train age_confidence/accuracy mean: 0.700536 2021-04-14 13:07:58.806: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 13:07:58.807: INFO @metrics_hook: train age_mae: 10.515 +-0.166 (13818) 2021-04-14 13:07:58.808: INFO @metrics_hook: train gender_accuracy: 0.833 +-0.006 (13818) 2021-04-14 13:08:01.253: INFO @decay_lr : LR updated to `0.000117499716` 2021-04-14 13:08:01.254: INFO @log_profile : T train: 30.687201 2021-04-14 13:08:01.255: INFO @log_profile : T read data: 0.425896 2021-04-14 13:08:01.255: INFO @log_profile : T hooks: 2.978033 2021-04-14 13:08:01.255: INFO @main_loop : Epoch 187 done 2021-04-14 13:08:01.255: INFO @main_loop : Training epoch 188 2021-04-14 13:08:31.921: INFO @log_variables: train loss nanmean: 1.675363 2021-04-14 13:08:31.921: INFO @log_variables: train age_loss mean: 10.956582 2021-04-14 13:08:31.921: INFO @log_variables: train gender_loss mean: 0.363889 2021-04-14 13:08:31.921: INFO @log_variables: train age_mae mean: 10.286611 2021-04-14 13:08:31.921: INFO @log_variables: train gender_accuracy mean: 0.839554 2021-04-14 13:08:31.921: INFO @log_variables: train gender_confidence/loss nanmean: 0.073465 2021-04-14 13:08:31.921: INFO @log_variables: train gender_confidence/accuracy mean: 0.742188 2021-04-14 13:08:31.921: INFO @log_variables: train age_confidence/loss mean: 0.052967 2021-04-14 13:08:31.921: INFO @log_variables: train age_confidence/accuracy mean: 0.701172 2021-04-14 13:08:31.922: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 13:08:31.924: INFO @metrics_hook: train age_mae: 10.287 +-0.163 (13824) 2021-04-14 13:08:31.926: INFO @metrics_hook: train gender_accuracy: 0.840 +-0.006 (13824) 2021-04-14 13:08:34.161: INFO @decay_lr : LR updated to `0.00011691222` 2021-04-14 13:08:34.162: INFO @log_profile : T train: 29.774844 2021-04-14 13:08:34.163: INFO @log_profile : T read data: 0.303993 2021-04-14 13:08:34.163: INFO @log_profile : T hooks: 2.775838 2021-04-14 13:08:34.163: INFO @main_loop : Epoch 188 done 2021-04-14 13:08:34.163: INFO @main_loop : Training epoch 189 2021-04-14 13:09:05.548: INFO @log_variables: train loss nanmean: 1.673118 2021-04-14 13:09:05.548: INFO @log_variables: train age_loss mean: 11.036117 2021-04-14 13:09:05.548: INFO @log_variables: train gender_loss mean: 0.367079 2021-04-14 13:09:05.548: INFO @log_variables: train age_mae mean: 10.366883 2021-04-14 13:09:05.549: INFO @log_variables: train gender_accuracy mean: 0.835431 2021-04-14 13:09:05.549: INFO @log_variables: train gender_confidence/loss nanmean: 0.073341 2021-04-14 13:09:05.549: INFO @log_variables: train gender_confidence/accuracy mean: 0.743634 2021-04-14 13:09:05.549: INFO @log_variables: train age_confidence/loss mean: 0.053501 2021-04-14 13:09:05.549: INFO @log_variables: train age_confidence/accuracy mean: 0.695819 2021-04-14 13:09:05.549: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 13:09:05.550: INFO @metrics_hook: train age_mae: 10.367 +-0.165 (13824) 2021-04-14 13:09:05.551: INFO @metrics_hook: train gender_accuracy: 0.835 +-0.006 (13824) 2021-04-14 13:09:07.845: INFO @decay_lr : LR updated to `0.00011632766` 2021-04-14 13:09:07.846: INFO @log_profile : T train: 30.496163 2021-04-14 13:09:07.846: INFO @log_profile : T read data: 0.302154 2021-04-14 13:09:07.846: INFO @log_profile : T hooks: 2.832465 2021-04-14 13:09:07.846: INFO @main_loop : Epoch 189 done 2021-04-14 13:09:07.846: INFO @main_loop : Training epoch 190 2021-04-14 13:09:38.830: INFO @log_variables: train loss nanmean: 1.650382 2021-04-14 13:09:38.830: INFO @log_variables: train age_loss mean: 10.993442 2021-04-14 13:09:38.830: INFO @log_variables: train gender_loss mean: 0.363417 2021-04-14 13:09:38.830: INFO @log_variables: train age_mae mean: 10.326944 2021-04-14 13:09:38.830: INFO @log_variables: train gender_accuracy mean: 0.841149 2021-04-14 13:09:38.831: INFO @log_variables: train gender_confidence/loss nanmean: 0.074294 2021-04-14 13:09:38.831: INFO @log_variables: train gender_confidence/accuracy mean: 0.742293 2021-04-14 13:09:38.831: INFO @log_variables: train age_confidence/loss mean: 0.053071 2021-04-14 13:09:38.831: INFO @log_variables: train age_confidence/accuracy mean: 0.701332 2021-04-14 13:09:38.831: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 13:09:38.834: INFO @metrics_hook: train age_mae: 10.327 +-0.166 (13818) 2021-04-14 13:09:38.836: INFO @metrics_hook: train gender_accuracy: 0.841 +-0.006 (13818) 2021-04-14 13:09:41.086: INFO @decay_lr : LR updated to `0.00011574602` 2021-04-14 13:09:41.088: INFO @log_profile : T train: 29.917345 2021-04-14 13:09:41.088: INFO @log_profile : T read data: 0.442559 2021-04-14 13:09:41.088: INFO @log_profile : T hooks: 2.827159 2021-04-14 13:09:41.088: INFO @main_loop : Epoch 190 done 2021-04-14 13:09:41.088: INFO @main_loop : Training epoch 191 2021-04-14 13:10:12.327: INFO @log_variables: train loss nanmean: 1.639193 2021-04-14 13:10:12.327: INFO @log_variables: train age_loss mean: 10.819790 2021-04-14 13:10:12.327: INFO @log_variables: train gender_loss mean: 0.359222 2021-04-14 13:10:12.327: INFO @log_variables: train age_mae mean: 10.154400 2021-04-14 13:10:12.327: INFO @log_variables: train gender_accuracy mean: 0.840278 2021-04-14 13:10:12.328: INFO @log_variables: train gender_confidence/loss nanmean: 0.072501 2021-04-14 13:10:12.328: INFO @log_variables: train gender_confidence/accuracy mean: 0.743707 2021-04-14 13:10:12.328: INFO @log_variables: train age_confidence/loss mean: 0.054115 2021-04-14 13:10:12.328: INFO @log_variables: train age_confidence/accuracy mean: 0.688657 2021-04-14 13:10:12.328: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 13:10:12.330: INFO @metrics_hook: train age_mae: 10.154 +-0.166 (13824) 2021-04-14 13:10:12.332: INFO @metrics_hook: train gender_accuracy: 0.840 +-0.006 (13824) 2021-04-14 13:10:14.531: INFO @decay_lr : LR updated to `0.00011516729` 2021-04-14 13:10:14.533: INFO @log_profile : T train: 30.296740 2021-04-14 13:10:14.533: INFO @log_profile : T read data: 0.312242 2021-04-14 13:10:14.533: INFO @log_profile : T hooks: 2.779594 2021-04-14 13:10:14.533: INFO @main_loop : Epoch 191 done 2021-04-14 13:10:14.534: INFO @main_loop : Training epoch 192 2021-04-14 13:10:45.020: INFO @log_variables: train loss nanmean: 1.655912 2021-04-14 13:10:45.020: INFO @log_variables: train age_loss mean: 11.009697 2021-04-14 13:10:45.021: INFO @log_variables: train gender_loss mean: 0.357195 2021-04-14 13:10:45.021: INFO @log_variables: train age_mae mean: 10.342836 2021-04-14 13:10:45.021: INFO @log_variables: train gender_accuracy mean: 0.842014 2021-04-14 13:10:45.021: INFO @log_variables: train gender_confidence/loss nanmean: 0.073000 2021-04-14 13:10:45.021: INFO @log_variables: train gender_confidence/accuracy mean: 0.747685 2021-04-14 13:10:45.021: INFO @log_variables: train age_confidence/loss mean: 0.053260 2021-04-14 13:10:45.021: INFO @log_variables: train age_confidence/accuracy mean: 0.692491 2021-04-14 13:10:45.021: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 13:10:45.022: INFO @metrics_hook: train age_mae: 10.343 +-0.165 (13824) 2021-04-14 13:10:45.023: INFO @metrics_hook: train gender_accuracy: 0.842 +-0.006 (13824) 2021-04-14 13:10:47.405: INFO @decay_lr : LR updated to `0.00011459146` 2021-04-14 13:10:47.407: INFO @log_profile : T train: 29.581754 2021-04-14 13:10:47.407: INFO @log_profile : T read data: 0.305922 2021-04-14 13:10:47.407: INFO @log_profile : T hooks: 2.932247 2021-04-14 13:10:47.407: INFO @main_loop : Epoch 192 done 2021-04-14 13:10:47.407: INFO @main_loop : Training epoch 193 2021-04-14 13:11:18.699: INFO @log_variables: train loss nanmean: 1.665859 2021-04-14 13:11:18.699: INFO @log_variables: train age_loss mean: 10.925432 2021-04-14 13:11:18.699: INFO @log_variables: train gender_loss mean: 0.367978 2021-04-14 13:11:18.699: INFO @log_variables: train age_mae mean: 10.257284 2021-04-14 13:11:18.699: INFO @log_variables: train gender_accuracy mean: 0.834057 2021-04-14 13:11:18.699: INFO @log_variables: train gender_confidence/loss nanmean: 0.072948 2021-04-14 13:11:18.700: INFO @log_variables: train gender_confidence/accuracy mean: 0.741497 2021-04-14 13:11:18.700: INFO @log_variables: train age_confidence/loss mean: 0.053758 2021-04-14 13:11:18.700: INFO @log_variables: train age_confidence/accuracy mean: 0.693009 2021-04-14 13:11:18.700: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 13:11:18.702: INFO @metrics_hook: train age_mae: 10.257 +-0.165 (13818) 2021-04-14 13:11:18.704: INFO @metrics_hook: train gender_accuracy: 0.834 +-0.006 (13818) 2021-04-14 13:11:21.028: INFO @decay_lr : LR updated to `0.0001140185` 2021-04-14 13:11:21.030: INFO @log_profile : T train: 30.282494 2021-04-14 13:11:21.030: INFO @log_profile : T read data: 0.424467 2021-04-14 13:11:21.030: INFO @log_profile : T hooks: 2.864132 2021-04-14 13:11:21.030: INFO @main_loop : Epoch 193 done 2021-04-14 13:11:21.030: INFO @main_loop : Training epoch 194 2021-04-14 13:11:52.358: INFO @log_variables: train loss nanmean: 1.658871 2021-04-14 13:11:52.358: INFO @log_variables: train age_loss mean: 11.015882 2021-04-14 13:11:52.359: INFO @log_variables: train gender_loss mean: 0.363905 2021-04-14 13:11:52.359: INFO @log_variables: train age_mae mean: 10.344086 2021-04-14 13:11:52.359: INFO @log_variables: train gender_accuracy mean: 0.838903 2021-04-14 13:11:52.359: INFO @log_variables: train gender_confidence/loss nanmean: 0.074348 2021-04-14 13:11:52.359: INFO @log_variables: train gender_confidence/accuracy mean: 0.745515 2021-04-14 13:11:52.359: INFO @log_variables: train age_confidence/loss mean: 0.053345 2021-04-14 13:11:52.359: INFO @log_variables: train age_confidence/accuracy mean: 0.695964 2021-04-14 13:11:52.359: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 13:11:52.362: INFO @metrics_hook: train age_mae: 10.344 +-0.163 (13824) 2021-04-14 13:11:52.365: INFO @metrics_hook: train gender_accuracy: 0.839 +-0.006 (13824) 2021-04-14 13:11:54.762: INFO @decay_lr : LR updated to `0.000113448405` 2021-04-14 13:11:54.763: INFO @log_profile : T train: 30.434767 2021-04-14 13:11:54.763: INFO @log_profile : T read data: 0.310948 2021-04-14 13:11:54.763: INFO @log_profile : T hooks: 2.935039 2021-04-14 13:11:54.763: INFO @main_loop : Epoch 194 done 2021-04-14 13:11:54.763: INFO @main_loop : Training epoch 195 2021-04-14 13:12:26.063: INFO @log_variables: train loss nanmean: 1.666693 2021-04-14 13:12:26.063: INFO @log_variables: train age_loss mean: 11.087031 2021-04-14 13:12:26.063: INFO @log_variables: train gender_loss mean: 0.358712 2021-04-14 13:12:26.063: INFO @log_variables: train age_mae mean: 10.416325 2021-04-14 13:12:26.063: INFO @log_variables: train gender_accuracy mean: 0.838469 2021-04-14 13:12:26.063: INFO @log_variables: train gender_confidence/loss nanmean: 0.073155 2021-04-14 13:12:26.063: INFO @log_variables: train gender_confidence/accuracy mean: 0.739294 2021-04-14 13:12:26.064: INFO @log_variables: train age_confidence/loss mean: 0.053699 2021-04-14 13:12:26.064: INFO @log_variables: train age_confidence/accuracy mean: 0.691913 2021-04-14 13:12:26.064: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 13:12:26.066: INFO @metrics_hook: train age_mae: 10.416 +-0.166 (13824) 2021-04-14 13:12:26.067: INFO @metrics_hook: train gender_accuracy: 0.838 +-0.006 (13824) 2021-04-14 13:12:28.407: INFO @decay_lr : LR updated to `0.000112881164` 2021-04-14 13:12:28.408: INFO @log_profile : T train: 30.429479 2021-04-14 13:12:28.408: INFO @log_profile : T read data: 0.302357 2021-04-14 13:12:28.408: INFO @log_profile : T hooks: 2.859925 2021-04-14 13:12:28.408: INFO @main_loop : Epoch 195 done 2021-04-14 13:12:28.409: INFO @main_loop : Training epoch 196 2021-04-14 13:12:58.683: INFO @log_variables: train loss nanmean: 1.648326 2021-04-14 13:12:58.683: INFO @log_variables: train age_loss mean: 10.853328 2021-04-14 13:12:58.683: INFO @log_variables: train gender_loss mean: 0.358038 2021-04-14 13:12:58.683: INFO @log_variables: train age_mae mean: 10.189314 2021-04-14 13:12:58.683: INFO @log_variables: train gender_accuracy mean: 0.841725 2021-04-14 13:12:58.683: INFO @log_variables: train gender_confidence/loss nanmean: 0.074190 2021-04-14 13:12:58.683: INFO @log_variables: train gender_confidence/accuracy mean: 0.744647 2021-04-14 13:12:58.683: INFO @log_variables: train age_confidence/loss mean: 0.053810 2021-04-14 13:12:58.684: INFO @log_variables: train age_confidence/accuracy mean: 0.690321 2021-04-14 13:12:58.684: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 13:12:58.686: INFO @metrics_hook: train age_mae: 10.189 +-0.163 (13824) 2021-04-14 13:12:58.688: INFO @metrics_hook: train gender_accuracy: 0.842 +-0.006 (13824) 2021-04-14 13:13:01.045: INFO @decay_lr : LR updated to `0.00011231676` 2021-04-14 13:13:01.047: INFO @log_profile : T train: 29.347260 2021-04-14 13:13:01.047: INFO @log_profile : T read data: 0.310335 2021-04-14 13:13:01.047: INFO @log_profile : T hooks: 2.927533 2021-04-14 13:13:01.047: INFO @main_loop : Epoch 196 done 2021-04-14 13:13:01.047: INFO @main_loop : Training epoch 197 2021-04-14 13:13:32.362: INFO @log_variables: train loss nanmean: 1.662994 2021-04-14 13:13:32.362: INFO @log_variables: train age_loss mean: 10.995393 2021-04-14 13:13:32.362: INFO @log_variables: train gender_loss mean: 0.368069 2021-04-14 13:13:32.362: INFO @log_variables: train age_mae mean: 10.326250 2021-04-14 13:13:32.362: INFO @log_variables: train gender_accuracy mean: 0.835866 2021-04-14 13:13:32.362: INFO @log_variables: train gender_confidence/loss nanmean: 0.073354 2021-04-14 13:13:32.362: INFO @log_variables: train gender_confidence/accuracy mean: 0.743885 2021-04-14 13:13:32.362: INFO @log_variables: train age_confidence/loss mean: 0.053515 2021-04-14 13:13:32.362: INFO @log_variables: train age_confidence/accuracy mean: 0.693660 2021-04-14 13:13:32.363: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 13:13:32.365: INFO @metrics_hook: train age_mae: 10.326 +-0.165 (13818) 2021-04-14 13:13:32.367: INFO @metrics_hook: train gender_accuracy: 0.836 +-0.006 (13818) 2021-04-14 13:13:34.641: INFO @decay_lr : LR updated to `0.00011175518` 2021-04-14 13:13:34.643: INFO @log_profile : T train: 30.244471 2021-04-14 13:13:34.643: INFO @log_profile : T read data: 0.433616 2021-04-14 13:13:34.643: INFO @log_profile : T hooks: 2.862999 2021-04-14 13:13:34.643: INFO @main_loop : Epoch 197 done 2021-04-14 13:13:34.643: INFO @main_loop : Training epoch 198 2021-04-14 13:14:04.879: INFO @log_variables: train loss nanmean: 1.631227 2021-04-14 13:14:04.879: INFO @log_variables: train age_loss mean: 10.877717 2021-04-14 13:14:04.879: INFO @log_variables: train gender_loss mean: 0.353353 2021-04-14 13:14:04.879: INFO @log_variables: train age_mae mean: 10.209499 2021-04-14 13:14:04.879: INFO @log_variables: train gender_accuracy mean: 0.843533 2021-04-14 13:14:04.879: INFO @log_variables: train gender_confidence/loss nanmean: 0.072733 2021-04-14 13:14:04.879: INFO @log_variables: train gender_confidence/accuracy mean: 0.751157 2021-04-14 13:14:04.879: INFO @log_variables: train age_confidence/loss mean: 0.053497 2021-04-14 13:14:04.880: INFO @log_variables: train age_confidence/accuracy mean: 0.697700 2021-04-14 13:14:04.880: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 13:14:04.881: INFO @metrics_hook: train age_mae: 10.209 +-0.161 (13824) 2021-04-14 13:14:04.883: INFO @metrics_hook: train gender_accuracy: 0.844 +-0.006 (13824) 2021-04-14 13:14:07.273: INFO @decay_lr : LR updated to `0.0001111964` 2021-04-14 13:14:07.274: INFO @log_profile : T train: 29.316076 2021-04-14 13:14:07.275: INFO @log_profile : T read data: 0.300335 2021-04-14 13:14:07.275: INFO @log_profile : T hooks: 2.960476 2021-04-14 13:14:07.275: INFO @main_loop : Epoch 198 done 2021-04-14 13:14:07.275: INFO @main_loop : Training epoch 199 2021-04-14 13:14:38.864: INFO @log_variables: train loss nanmean: 1.636962 2021-04-14 13:14:38.864: INFO @log_variables: train age_loss mean: 10.828847 2021-04-14 13:14:38.864: INFO @log_variables: train gender_loss mean: 0.354416 2021-04-14 13:14:38.864: INFO @log_variables: train age_mae mean: 10.162541 2021-04-14 13:14:38.864: INFO @log_variables: train gender_accuracy mean: 0.837879 2021-04-14 13:14:38.865: INFO @log_variables: train gender_confidence/loss nanmean: 0.071750 2021-04-14 13:14:38.865: INFO @log_variables: train gender_confidence/accuracy mean: 0.748246 2021-04-14 13:14:38.865: INFO @log_variables: train age_confidence/loss mean: 0.054015 2021-04-14 13:14:38.865: INFO @log_variables: train age_confidence/accuracy mean: 0.693916 2021-04-14 13:14:38.865: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 13:14:38.867: INFO @metrics_hook: train age_mae: 10.163 +-0.162 (13823) 2021-04-14 13:14:38.869: INFO @metrics_hook: train gender_accuracy: 0.838 +-0.006 (13823) 2021-04-14 13:14:41.327: INFO @decay_lr : LR updated to `0.000110640416` 2021-04-14 13:14:41.329: INFO @log_profile : T train: 30.699521 2021-04-14 13:14:41.329: INFO @log_profile : T read data: 0.305750 2021-04-14 13:14:41.329: INFO @log_profile : T hooks: 2.996150 2021-04-14 13:14:41.329: INFO @main_loop : Epoch 199 done 2021-04-14 13:14:41.329: INFO @main_loop : Training epoch 200 2021-04-14 13:15:13.147: INFO @log_variables: train loss nanmean: 1.632931 2021-04-14 13:15:13.147: INFO @log_variables: train age_loss mean: 10.959351 2021-04-14 13:15:13.147: INFO @log_variables: train gender_loss mean: 0.357136 2021-04-14 13:15:13.148: INFO @log_variables: train age_mae mean: 10.289353 2021-04-14 13:15:13.148: INFO @log_variables: train gender_accuracy mean: 0.841728 2021-04-14 13:15:13.148: INFO @log_variables: train gender_confidence/loss nanmean: 0.073576 2021-04-14 13:15:13.148: INFO @log_variables: train gender_confidence/accuracy mean: 0.744319 2021-04-14 13:15:13.148: INFO @log_variables: train age_confidence/loss mean: 0.053838 2021-04-14 13:15:13.148: INFO @log_variables: train age_confidence/accuracy mean: 0.696121 2021-04-14 13:15:13.148: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 13:15:13.151: INFO @metrics_hook: train age_mae: 10.289 +-0.164 (13818) 2021-04-14 13:15:13.154: INFO @metrics_hook: train gender_accuracy: 0.842 +-0.006 (13818) 2021-04-14 13:15:15.425: INFO @decay_lr : LR updated to `0.00011008721` 2021-04-14 13:15:15.425: WARNING @module_wrapper: From /home/kopalja/.local/lib/python3.8/site-packages/emloop_tensorflow/model.py:304: The name tf.train.write_graph is deprecated. Please use tf.io.write_graph instead. 2021-04-14 13:15:15.959: INFO @save : Model saved to: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ/model_200.ckpt 2021-04-14 13:15:15.961: INFO @log_profile : T train: 30.786672 2021-04-14 13:15:15.961: INFO @log_profile : T read data: 0.450886 2021-04-14 13:15:15.961: INFO @log_profile : T hooks: 3.342234 2021-04-14 13:15:15.961: INFO @main_loop : Epoch 200 done 2021-04-14 13:15:15.961: INFO @main_loop : Training epoch 201 2021-04-14 13:15:46.554: INFO @log_variables: train loss nanmean: 1.642264 2021-04-14 13:15:46.554: INFO @log_variables: train age_loss mean: 10.927065 2021-04-14 13:15:46.555: INFO @log_variables: train gender_loss mean: 0.359192 2021-04-14 13:15:46.555: INFO @log_variables: train age_mae mean: 10.258611 2021-04-14 13:15:46.555: INFO @log_variables: train gender_accuracy mean: 0.838686 2021-04-14 13:15:46.555: INFO @log_variables: train gender_confidence/loss nanmean: 0.072881 2021-04-14 13:15:46.555: INFO @log_variables: train gender_confidence/accuracy mean: 0.749204 2021-04-14 13:15:46.555: INFO @log_variables: train age_confidence/loss mean: 0.053446 2021-04-14 13:15:46.555: INFO @log_variables: train age_confidence/accuracy mean: 0.695457 2021-04-14 13:15:46.555: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 13:15:46.556: INFO @metrics_hook: train age_mae: 10.259 +-0.165 (13824) 2021-04-14 13:15:46.557: INFO @metrics_hook: train gender_accuracy: 0.839 +-0.006 (13824) 2021-04-14 13:15:48.894: INFO @decay_lr : LR updated to `0.00010953678` 2021-04-14 13:15:48.895: INFO @log_profile : T train: 29.727597 2021-04-14 13:15:48.895: INFO @log_profile : T read data: 0.302869 2021-04-14 13:15:48.895: INFO @log_profile : T hooks: 2.851798 2021-04-14 13:15:48.895: INFO @main_loop : Epoch 201 done 2021-04-14 13:15:48.895: INFO @main_loop : Training epoch 202 2021-04-14 13:16:20.167: INFO @log_variables: train loss nanmean: 1.635784 2021-04-14 13:16:20.168: INFO @log_variables: train age_loss mean: 10.903544 2021-04-14 13:16:20.168: INFO @log_variables: train gender_loss mean: 0.345992 2021-04-14 13:16:20.168: INFO @log_variables: train age_mae mean: 10.238011 2021-04-14 13:16:20.168: INFO @log_variables: train gender_accuracy mean: 0.845703 2021-04-14 13:16:20.168: INFO @log_variables: train gender_confidence/loss nanmean: 0.071752 2021-04-14 13:16:20.168: INFO @log_variables: train gender_confidence/accuracy mean: 0.752676 2021-04-14 13:16:20.168: INFO @log_variables: train age_confidence/loss mean: 0.053424 2021-04-14 13:16:20.169: INFO @log_variables: train age_confidence/accuracy mean: 0.697700 2021-04-14 13:16:20.169: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 13:16:20.172: INFO @metrics_hook: train age_mae: 10.238 +-0.163 (13824) 2021-04-14 13:16:20.175: INFO @metrics_hook: train gender_accuracy: 0.846 +-0.006 (13824) 2021-04-14 13:16:22.602: INFO @decay_lr : LR updated to `0.000108989094` 2021-04-14 13:16:22.604: INFO @log_profile : T train: 30.372294 2021-04-14 13:16:22.604: INFO @log_profile : T read data: 0.313970 2021-04-14 13:16:22.604: INFO @log_profile : T hooks: 2.967629 2021-04-14 13:16:22.604: INFO @main_loop : Epoch 202 done 2021-04-14 13:16:22.604: INFO @main_loop : Training epoch 203 2021-04-14 13:16:53.672: INFO @log_variables: train loss nanmean: 1.652679 2021-04-14 13:16:53.673: INFO @log_variables: train age_loss mean: 10.864799 2021-04-14 13:16:53.673: INFO @log_variables: train gender_loss mean: 0.355239 2021-04-14 13:16:53.673: INFO @log_variables: train age_mae mean: 10.197077 2021-04-14 13:16:53.673: INFO @log_variables: train gender_accuracy mean: 0.844829 2021-04-14 13:16:53.673: INFO @log_variables: train gender_confidence/loss nanmean: 0.073069 2021-04-14 13:16:53.673: INFO @log_variables: train gender_confidence/accuracy mean: 0.748281 2021-04-14 13:16:53.673: INFO @log_variables: train age_confidence/loss mean: 0.054200 2021-04-14 13:16:53.673: INFO @log_variables: train age_confidence/accuracy mean: 0.689730 2021-04-14 13:16:53.673: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 13:16:53.675: INFO @metrics_hook: train age_mae: 10.197 +-0.164 (13817) 2021-04-14 13:16:53.677: INFO @metrics_hook: train gender_accuracy: 0.845 +-0.006 (13817) 2021-04-14 13:16:56.028: INFO @decay_lr : LR updated to `0.00010844415` 2021-04-14 13:16:56.030: INFO @log_profile : T train: 30.039047 2021-04-14 13:16:56.030: INFO @log_profile : T read data: 0.420634 2021-04-14 13:16:56.030: INFO @log_profile : T hooks: 2.913011 2021-04-14 13:16:56.030: INFO @main_loop : Epoch 203 done 2021-04-14 13:16:56.031: INFO @main_loop : Training epoch 204 2021-04-14 13:17:27.293: INFO @log_variables: train loss nanmean: 1.657178 2021-04-14 13:17:27.294: INFO @log_variables: train age_loss mean: 10.924726 2021-04-14 13:17:27.294: INFO @log_variables: train gender_loss mean: 0.357412 2021-04-14 13:17:27.294: INFO @log_variables: train age_mae mean: 10.259337 2021-04-14 13:17:27.294: INFO @log_variables: train gender_accuracy mean: 0.840856 2021-04-14 13:17:27.294: INFO @log_variables: train gender_confidence/loss nanmean: 0.072904 2021-04-14 13:17:27.294: INFO @log_variables: train gender_confidence/accuracy mean: 0.748481 2021-04-14 13:17:27.294: INFO @log_variables: train age_confidence/loss mean: 0.054048 2021-04-14 13:17:27.294: INFO @log_variables: train age_confidence/accuracy mean: 0.691479 2021-04-14 13:17:27.294: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 13:17:27.295: INFO @metrics_hook: train age_mae: 10.259 +-0.165 (13824) 2021-04-14 13:17:27.296: INFO @metrics_hook: train gender_accuracy: 0.841 +-0.006 (13824) 2021-04-14 13:17:29.538: INFO @decay_lr : LR updated to `0.00010790193` 2021-04-14 13:17:29.539: INFO @log_profile : T train: 30.343610 2021-04-14 13:17:29.539: INFO @log_profile : T read data: 0.299266 2021-04-14 13:17:29.539: INFO @log_profile : T hooks: 2.812428 2021-04-14 13:17:29.539: INFO @main_loop : Epoch 204 done 2021-04-14 13:17:29.539: INFO @main_loop : Training epoch 205 2021-04-14 13:18:00.722: INFO @log_variables: train loss nanmean: 1.633716 2021-04-14 13:18:00.722: INFO @log_variables: train age_loss mean: 10.803832 2021-04-14 13:18:00.722: INFO @log_variables: train gender_loss mean: 0.354998 2021-04-14 13:18:00.722: INFO @log_variables: train age_mae mean: 10.136699 2021-04-14 13:18:00.722: INFO @log_variables: train gender_accuracy mean: 0.839265 2021-04-14 13:18:00.722: INFO @log_variables: train gender_confidence/loss nanmean: 0.072053 2021-04-14 13:18:00.722: INFO @log_variables: train gender_confidence/accuracy mean: 0.748698 2021-04-14 13:18:00.722: INFO @log_variables: train age_confidence/loss mean: 0.054391 2021-04-14 13:18:00.722: INFO @log_variables: train age_confidence/accuracy mean: 0.688296 2021-04-14 13:18:00.722: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 13:18:00.724: INFO @metrics_hook: train age_mae: 10.137 +-0.163 (13824) 2021-04-14 13:18:00.725: INFO @metrics_hook: train gender_accuracy: 0.839 +-0.006 (13824) 2021-04-14 13:18:03.048: INFO @decay_lr : LR updated to `0.000107362415` 2021-04-14 13:18:03.049: INFO @log_profile : T train: 30.256886 2021-04-14 13:18:03.049: INFO @log_profile : T read data: 0.301541 2021-04-14 13:18:03.049: INFO @log_profile : T hooks: 2.897615 2021-04-14 13:18:03.049: INFO @main_loop : Epoch 205 done 2021-04-14 13:18:03.049: INFO @main_loop : Training epoch 206 2021-04-14 13:18:34.415: INFO @log_variables: train loss nanmean: 1.625569 2021-04-14 13:18:34.416: INFO @log_variables: train age_loss mean: 10.824530 2021-04-14 13:18:34.416: INFO @log_variables: train gender_loss mean: 0.351402 2021-04-14 13:18:34.416: INFO @log_variables: train age_mae mean: 10.158904 2021-04-14 13:18:34.416: INFO @log_variables: train gender_accuracy mean: 0.846209 2021-04-14 13:18:34.416: INFO @log_variables: train gender_confidence/loss nanmean: 0.073541 2021-04-14 13:18:34.416: INFO @log_variables: train gender_confidence/accuracy mean: 0.744430 2021-04-14 13:18:34.416: INFO @log_variables: train age_confidence/loss mean: 0.053868 2021-04-14 13:18:34.416: INFO @log_variables: train age_confidence/accuracy mean: 0.693359 2021-04-14 13:18:34.416: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 13:18:34.420: INFO @metrics_hook: train age_mae: 10.159 +-0.163 (13824) 2021-04-14 13:18:34.423: INFO @metrics_hook: train gender_accuracy: 0.846 +-0.006 (13824) 2021-04-14 13:18:36.688: INFO @decay_lr : LR updated to `0.0001068256` 2021-04-14 13:18:36.689: INFO @log_profile : T train: 30.462412 2021-04-14 13:18:36.689: INFO @log_profile : T read data: 0.308035 2021-04-14 13:18:36.689: INFO @log_profile : T hooks: 2.816376 2021-04-14 13:18:36.689: INFO @main_loop : Epoch 206 done 2021-04-14 13:18:36.689: INFO @main_loop : Training epoch 207 2021-04-14 13:19:08.333: INFO @log_variables: train loss nanmean: 1.619970 2021-04-14 13:19:08.335: INFO @log_variables: train age_loss mean: 10.649065 2021-04-14 13:19:08.336: INFO @log_variables: train gender_loss mean: 0.354572 2021-04-14 13:19:08.336: INFO @log_variables: train age_mae mean: 9.986123 2021-04-14 13:19:08.336: INFO @log_variables: train gender_accuracy mean: 0.842814 2021-04-14 13:19:08.336: INFO @log_variables: train gender_confidence/loss nanmean: 0.074100 2021-04-14 13:19:08.337: INFO @log_variables: train gender_confidence/accuracy mean: 0.749385 2021-04-14 13:19:08.337: INFO @log_variables: train age_confidence/loss mean: 0.054047 2021-04-14 13:19:08.337: INFO @log_variables: train age_confidence/accuracy mean: 0.693660 2021-04-14 13:19:08.337: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 13:19:08.338: INFO @metrics_hook: train age_mae: 9.986 +-0.160 (13818) 2021-04-14 13:19:08.340: INFO @metrics_hook: train gender_accuracy: 0.843 +-0.006 (13818) 2021-04-14 13:19:10.653: INFO @decay_lr : LR updated to `0.000106291474` 2021-04-14 13:19:10.655: INFO @log_profile : T train: 30.596339 2021-04-14 13:19:10.655: INFO @log_profile : T read data: 0.449109 2021-04-14 13:19:10.655: INFO @log_profile : T hooks: 2.866670 2021-04-14 13:19:10.655: INFO @main_loop : Epoch 207 done 2021-04-14 13:19:10.655: INFO @main_loop : Training epoch 208 2021-04-14 13:19:42.173: INFO @log_variables: train loss nanmean: 1.630859 2021-04-14 13:19:42.173: INFO @log_variables: train age_loss mean: 10.908675 2021-04-14 13:19:42.173: INFO @log_variables: train gender_loss mean: 0.346278 2021-04-14 13:19:42.173: INFO @log_variables: train age_mae mean: 10.241993 2021-04-14 13:19:42.174: INFO @log_variables: train gender_accuracy mean: 0.845848 2021-04-14 13:19:42.174: INFO @log_variables: train gender_confidence/loss nanmean: 0.072326 2021-04-14 13:19:42.174: INFO @log_variables: train gender_confidence/accuracy mean: 0.748987 2021-04-14 13:19:42.174: INFO @log_variables: train age_confidence/loss mean: 0.054244 2021-04-14 13:19:42.174: INFO @log_variables: train age_confidence/accuracy mean: 0.690466 2021-04-14 13:19:42.174: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 13:19:42.175: INFO @metrics_hook: train age_mae: 10.242 +-0.166 (13824) 2021-04-14 13:19:42.176: INFO @metrics_hook: train gender_accuracy: 0.846 +-0.006 (13824) 2021-04-14 13:19:44.606: INFO @decay_lr : LR updated to `0.00010576002` 2021-04-14 13:19:44.607: INFO @log_profile : T train: 30.626115 2021-04-14 13:19:44.607: INFO @log_profile : T read data: 0.320387 2021-04-14 13:19:44.607: INFO @log_profile : T hooks: 2.953847 2021-04-14 13:19:44.607: INFO @main_loop : Epoch 208 done 2021-04-14 13:19:44.607: INFO @main_loop : Training epoch 209 2021-04-14 13:20:16.004: INFO @log_variables: train loss nanmean: 1.629925 2021-04-14 13:20:16.004: INFO @log_variables: train age_loss mean: 10.851694 2021-04-14 13:20:16.004: INFO @log_variables: train gender_loss mean: 0.351714 2021-04-14 13:20:16.004: INFO @log_variables: train age_mae mean: 10.186982 2021-04-14 13:20:16.004: INFO @log_variables: train gender_accuracy mean: 0.842871 2021-04-14 13:20:16.004: INFO @log_variables: train gender_confidence/loss nanmean: 0.072765 2021-04-14 13:20:16.005: INFO @log_variables: train gender_confidence/accuracy mean: 0.752297 2021-04-14 13:20:16.005: INFO @log_variables: train age_confidence/loss mean: 0.053493 2021-04-14 13:20:16.005: INFO @log_variables: train age_confidence/accuracy mean: 0.696665 2021-04-14 13:20:16.005: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 13:20:16.007: INFO @metrics_hook: train age_mae: 10.187 +-0.164 (13823) 2021-04-14 13:20:16.009: INFO @metrics_hook: train gender_accuracy: 0.843 +-0.006 (13823) 2021-04-14 13:20:18.315: INFO @decay_lr : LR updated to `0.000105231215` 2021-04-14 13:20:18.316: INFO @log_profile : T train: 30.470642 2021-04-14 13:20:18.316: INFO @log_profile : T read data: 0.319545 2021-04-14 13:20:18.316: INFO @log_profile : T hooks: 2.864394 2021-04-14 13:20:18.316: INFO @main_loop : Epoch 209 done 2021-04-14 13:20:18.316: INFO @main_loop : Training epoch 210 2021-04-14 13:20:49.462: INFO @log_variables: train loss nanmean: 1.623113 2021-04-14 13:20:49.462: INFO @log_variables: train age_loss mean: 10.630172 2021-04-14 13:20:49.463: INFO @log_variables: train gender_loss mean: 0.354493 2021-04-14 13:20:49.463: INFO @log_variables: train age_mae mean: 9.969749 2021-04-14 13:20:49.463: INFO @log_variables: train gender_accuracy mean: 0.842741 2021-04-14 13:20:49.463: INFO @log_variables: train gender_confidence/loss nanmean: 0.072823 2021-04-14 13:20:49.463: INFO @log_variables: train gender_confidence/accuracy mean: 0.751266 2021-04-14 13:20:49.463: INFO @log_variables: train age_confidence/loss mean: 0.054061 2021-04-14 13:20:49.463: INFO @log_variables: train age_confidence/accuracy mean: 0.693660 2021-04-14 13:20:49.463: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 13:20:49.466: INFO @metrics_hook: train age_mae: 9.970 +-0.160 (13818) 2021-04-14 13:20:49.469: INFO @metrics_hook: train gender_accuracy: 0.843 +-0.006 (13818) 2021-04-14 13:20:51.927: INFO @decay_lr : LR updated to `0.00010470506` 2021-04-14 13:20:51.928: INFO @log_profile : T train: 30.089120 2021-04-14 13:20:51.928: INFO @log_profile : T read data: 0.411514 2021-04-14 13:20:51.928: INFO @log_profile : T hooks: 3.056329 2021-04-14 13:20:51.928: INFO @main_loop : Epoch 210 done 2021-04-14 13:20:51.928: INFO @main_loop : Training epoch 211 2021-04-14 13:21:23.091: INFO @log_variables: train loss nanmean: 1.626542 2021-04-14 13:21:23.091: INFO @log_variables: train age_loss mean: 10.783675 2021-04-14 13:21:23.091: INFO @log_variables: train gender_loss mean: 0.360359 2021-04-14 13:21:23.091: INFO @log_variables: train age_mae mean: 10.119984 2021-04-14 13:21:23.091: INFO @log_variables: train gender_accuracy mean: 0.838976 2021-04-14 13:21:23.091: INFO @log_variables: train gender_confidence/loss nanmean: 0.073637 2021-04-14 13:21:23.091: INFO @log_variables: train gender_confidence/accuracy mean: 0.746889 2021-04-14 13:21:23.092: INFO @log_variables: train age_confidence/loss mean: 0.054113 2021-04-14 13:21:23.092: INFO @log_variables: train age_confidence/accuracy mean: 0.695530 2021-04-14 13:21:23.092: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 13:21:23.094: INFO @metrics_hook: train age_mae: 10.120 +-0.162 (13824) 2021-04-14 13:21:23.095: INFO @metrics_hook: train gender_accuracy: 0.839 +-0.006 (13824) 2021-04-14 13:21:25.291: INFO @decay_lr : LR updated to `0.000104181534` 2021-04-14 13:21:25.292: INFO @log_profile : T train: 30.222231 2021-04-14 13:21:25.292: INFO @log_profile : T read data: 0.301944 2021-04-14 13:21:25.292: INFO @log_profile : T hooks: 2.785603 2021-04-14 13:21:25.292: INFO @main_loop : Epoch 211 done 2021-04-14 13:21:25.292: INFO @main_loop : Training epoch 212 2021-04-14 13:21:56.507: INFO @log_variables: train loss nanmean: 1.616629 2021-04-14 13:21:56.507: INFO @log_variables: train age_loss mean: 10.615436 2021-04-14 13:21:56.508: INFO @log_variables: train gender_loss mean: 0.355813 2021-04-14 13:21:56.508: INFO @log_variables: train age_mae mean: 9.953103 2021-04-14 13:21:56.508: INFO @log_variables: train gender_accuracy mean: 0.842303 2021-04-14 13:21:56.508: INFO @log_variables: train gender_confidence/loss nanmean: 0.073479 2021-04-14 13:21:56.508: INFO @log_variables: train gender_confidence/accuracy mean: 0.745443 2021-04-14 13:21:56.508: INFO @log_variables: train age_confidence/loss mean: 0.054381 2021-04-14 13:21:56.508: INFO @log_variables: train age_confidence/accuracy mean: 0.686849 2021-04-14 13:21:56.508: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 13:21:56.511: INFO @metrics_hook: train age_mae: 9.953 +-0.161 (13824) 2021-04-14 13:21:56.513: INFO @metrics_hook: train gender_accuracy: 0.842 +-0.006 (13824) 2021-04-14 13:21:58.770: INFO @decay_lr : LR updated to `0.000103660626` 2021-04-14 13:21:58.772: INFO @log_profile : T train: 30.284520 2021-04-14 13:21:58.772: INFO @log_profile : T read data: 0.311433 2021-04-14 13:21:58.772: INFO @log_profile : T hooks: 2.828863 2021-04-14 13:21:58.772: INFO @main_loop : Epoch 212 done 2021-04-14 13:21:58.772: INFO @main_loop : Training epoch 213 2021-04-14 13:22:30.352: INFO @log_variables: train loss nanmean: 1.633003 2021-04-14 13:22:30.353: INFO @log_variables: train age_loss mean: 10.971590 2021-04-14 13:22:30.353: INFO @log_variables: train gender_loss mean: 0.349944 2021-04-14 13:22:30.353: INFO @log_variables: train age_mae mean: 10.299756 2021-04-14 13:22:30.353: INFO @log_variables: train gender_accuracy mean: 0.847301 2021-04-14 13:22:30.353: INFO @log_variables: train gender_confidence/loss nanmean: 0.072607 2021-04-14 13:22:30.353: INFO @log_variables: train gender_confidence/accuracy mean: 0.749602 2021-04-14 13:22:30.353: INFO @log_variables: train age_confidence/loss mean: 0.053816 2021-04-14 13:22:30.353: INFO @log_variables: train age_confidence/accuracy mean: 0.697134 2021-04-14 13:22:30.353: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 13:22:30.355: INFO @metrics_hook: train age_mae: 10.300 +-0.165 (13818) 2021-04-14 13:22:30.357: INFO @metrics_hook: train gender_accuracy: 0.847 +-0.006 (13818) 2021-04-14 13:22:32.594: INFO @decay_lr : LR updated to `0.00010314232` 2021-04-14 13:22:32.596: INFO @log_profile : T train: 30.576079 2021-04-14 13:22:32.596: INFO @log_profile : T read data: 0.433821 2021-04-14 13:22:32.596: INFO @log_profile : T hooks: 2.762445 2021-04-14 13:22:32.596: INFO @main_loop : Epoch 213 done 2021-04-14 13:22:32.596: INFO @main_loop : Training epoch 214 2021-04-14 13:23:03.379: INFO @log_variables: train loss nanmean: 1.617597 2021-04-14 13:23:03.379: INFO @log_variables: train age_loss mean: 10.691954 2021-04-14 13:23:03.379: INFO @log_variables: train gender_loss mean: 0.355462 2021-04-14 13:23:03.379: INFO @log_variables: train age_mae mean: 10.028009 2021-04-14 13:23:03.379: INFO @log_variables: train gender_accuracy mean: 0.845486 2021-04-14 13:23:03.379: INFO @log_variables: train gender_confidence/loss nanmean: 0.074076 2021-04-14 13:23:03.379: INFO @log_variables: train gender_confidence/accuracy mean: 0.740451 2021-04-14 13:23:03.379: INFO @log_variables: train age_confidence/loss mean: 0.054540 2021-04-14 13:23:03.379: INFO @log_variables: train age_confidence/accuracy mean: 0.690900 2021-04-14 13:23:03.380: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 13:23:03.381: INFO @metrics_hook: train age_mae: 10.028 +-0.162 (13824) 2021-04-14 13:23:03.383: INFO @metrics_hook: train gender_accuracy: 0.845 +-0.006 (13824) 2021-04-14 13:23:05.743: INFO @decay_lr : LR updated to `0.00010262661` 2021-04-14 13:23:05.744: INFO @log_profile : T train: 29.889252 2021-04-14 13:23:05.744: INFO @log_profile : T read data: 0.311484 2021-04-14 13:23:05.744: INFO @log_profile : T hooks: 2.892467 2021-04-14 13:23:05.744: INFO @main_loop : Epoch 214 done 2021-04-14 13:23:05.744: INFO @main_loop : Training epoch 215 2021-04-14 13:23:37.194: INFO @log_variables: train loss nanmean: 1.594264 2021-04-14 13:23:37.194: INFO @log_variables: train age_loss mean: 10.665009 2021-04-14 13:23:37.194: INFO @log_variables: train gender_loss mean: 0.351002 2021-04-14 13:23:37.194: INFO @log_variables: train age_mae mean: 10.001996 2021-04-14 13:23:37.194: INFO @log_variables: train gender_accuracy mean: 0.842593 2021-04-14 13:23:37.195: INFO @log_variables: train gender_confidence/loss nanmean: 0.072657 2021-04-14 13:23:37.195: INFO @log_variables: train gender_confidence/accuracy mean: 0.748698 2021-04-14 13:23:37.195: INFO @log_variables: train age_confidence/loss mean: 0.054287 2021-04-14 13:23:37.195: INFO @log_variables: train age_confidence/accuracy mean: 0.689598 2021-04-14 13:23:37.195: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 13:23:37.197: INFO @metrics_hook: train age_mae: 10.002 +-0.161 (13824) 2021-04-14 13:23:37.199: INFO @metrics_hook: train gender_accuracy: 0.843 +-0.006 (13824) 2021-04-14 13:23:39.472: INFO @decay_lr : LR updated to `0.00010211348` 2021-04-14 13:23:39.474: INFO @log_profile : T train: 30.576176 2021-04-14 13:23:39.474: INFO @log_profile : T read data: 0.303694 2021-04-14 13:23:39.474: INFO @log_profile : T hooks: 2.798025 2021-04-14 13:23:39.474: INFO @main_loop : Epoch 215 done 2021-04-14 13:23:39.474: INFO @main_loop : Training epoch 216 2021-04-14 13:24:09.824: INFO @log_variables: train loss nanmean: 1.616066 2021-04-14 13:24:09.825: INFO @log_variables: train age_loss mean: 10.764896 2021-04-14 13:24:09.825: INFO @log_variables: train gender_loss mean: 0.349010 2021-04-14 13:24:09.825: INFO @log_variables: train age_mae mean: 10.098671 2021-04-14 13:24:09.825: INFO @log_variables: train gender_accuracy mean: 0.846505 2021-04-14 13:24:09.825: INFO @log_variables: train gender_confidence/loss nanmean: 0.073315 2021-04-14 13:24:09.825: INFO @log_variables: train gender_confidence/accuracy mean: 0.747576 2021-04-14 13:24:09.825: INFO @log_variables: train age_confidence/loss mean: 0.054353 2021-04-14 13:24:09.825: INFO @log_variables: train age_confidence/accuracy mean: 0.691851 2021-04-14 13:24:09.826: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 13:24:09.827: INFO @metrics_hook: train age_mae: 10.099 +-0.163 (13818) 2021-04-14 13:24:09.829: INFO @metrics_hook: train gender_accuracy: 0.847 +-0.006 (13818) 2021-04-14 13:24:12.121: INFO @decay_lr : LR updated to `0.00010160291` 2021-04-14 13:24:12.122: INFO @log_profile : T train: 29.299189 2021-04-14 13:24:12.122: INFO @log_profile : T read data: 0.447630 2021-04-14 13:24:12.122: INFO @log_profile : T hooks: 2.847602 2021-04-14 13:24:12.122: INFO @main_loop : Epoch 216 done 2021-04-14 13:24:12.122: INFO @main_loop : Training epoch 217 2021-04-14 13:24:43.071: INFO @log_variables: train loss nanmean: 1.602345 2021-04-14 13:24:43.071: INFO @log_variables: train age_loss mean: 10.619979 2021-04-14 13:24:43.071: INFO @log_variables: train gender_loss mean: 0.344542 2021-04-14 13:24:43.071: INFO @log_variables: train age_mae mean: 9.957779 2021-04-14 13:24:43.071: INFO @log_variables: train gender_accuracy mean: 0.850105 2021-04-14 13:24:43.071: INFO @log_variables: train gender_confidence/loss nanmean: 0.073440 2021-04-14 13:24:43.071: INFO @log_variables: train gender_confidence/accuracy mean: 0.748173 2021-04-14 13:24:43.071: INFO @log_variables: train age_confidence/loss mean: 0.054494 2021-04-14 13:24:43.072: INFO @log_variables: train age_confidence/accuracy mean: 0.687839 2021-04-14 13:24:43.072: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 13:24:43.074: INFO @metrics_hook: train age_mae: 9.958 +-0.162 (13823) 2021-04-14 13:24:43.076: INFO @metrics_hook: train gender_accuracy: 0.850 +-0.006 (13823) 2021-04-14 13:24:45.313: INFO @decay_lr : LR updated to `0.0001010949` 2021-04-14 13:24:45.315: INFO @log_profile : T train: 30.003092 2021-04-14 13:24:45.315: INFO @log_profile : T read data: 0.309490 2021-04-14 13:24:45.315: INFO @log_profile : T hooks: 2.824770 2021-04-14 13:24:45.315: INFO @main_loop : Epoch 217 done 2021-04-14 13:24:45.315: INFO @main_loop : Training epoch 218 2021-04-14 13:25:16.393: INFO @log_variables: train loss nanmean: 1.594464 2021-04-14 13:25:16.393: INFO @log_variables: train age_loss mean: 10.556975 2021-04-14 13:25:16.393: INFO @log_variables: train gender_loss mean: 0.348870 2021-04-14 13:25:16.394: INFO @log_variables: train age_mae mean: 9.895275 2021-04-14 13:25:16.394: INFO @log_variables: train gender_accuracy mean: 0.843822 2021-04-14 13:25:16.394: INFO @log_variables: train gender_confidence/loss nanmean: 0.072543 2021-04-14 13:25:16.394: INFO @log_variables: train gender_confidence/accuracy mean: 0.753979 2021-04-14 13:25:16.394: INFO @log_variables: train age_confidence/loss mean: 0.055376 2021-04-14 13:25:16.394: INFO @log_variables: train age_confidence/accuracy mean: 0.679615 2021-04-14 13:25:16.394: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 13:25:16.396: INFO @metrics_hook: train age_mae: 9.895 +-0.163 (13824) 2021-04-14 13:25:16.398: INFO @metrics_hook: train gender_accuracy: 0.844 +-0.006 (13824) 2021-04-14 13:25:18.661: INFO @decay_lr : LR updated to `0.00010058942` 2021-04-14 13:25:18.663: INFO @log_profile : T train: 30.139644 2021-04-14 13:25:18.663: INFO @log_profile : T read data: 0.310454 2021-04-14 13:25:18.663: INFO @log_profile : T hooks: 2.842937 2021-04-14 13:25:18.663: INFO @main_loop : Epoch 218 done 2021-04-14 13:25:18.663: INFO @main_loop : Training epoch 219 2021-04-14 13:25:49.183: INFO @log_variables: train loss nanmean: 1.594790 2021-04-14 13:25:49.183: INFO @log_variables: train age_loss mean: 10.685267 2021-04-14 13:25:49.183: INFO @log_variables: train gender_loss mean: 0.347310 2021-04-14 13:25:49.184: INFO @log_variables: train age_mae mean: 10.021389 2021-04-14 13:25:49.184: INFO @log_variables: train gender_accuracy mean: 0.847873 2021-04-14 13:25:49.184: INFO @log_variables: train gender_confidence/loss nanmean: 0.072290 2021-04-14 13:25:49.184: INFO @log_variables: train gender_confidence/accuracy mean: 0.756438 2021-04-14 13:25:49.184: INFO @log_variables: train age_confidence/loss mean: 0.053353 2021-04-14 13:25:49.188: INFO @log_variables: train age_confidence/accuracy mean: 0.699146 2021-04-14 13:25:49.188: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 13:25:49.191: INFO @metrics_hook: train age_mae: 10.021 +-0.158 (13824) 2021-04-14 13:25:49.193: INFO @metrics_hook: train gender_accuracy: 0.848 +-0.006 (13824) 2021-04-14 13:25:51.481: INFO @decay_lr : LR updated to `0.00010008647` 2021-04-14 13:25:51.483: INFO @log_profile : T train: 29.625653 2021-04-14 13:25:51.483: INFO @log_profile : T read data: 0.312511 2021-04-14 13:25:51.483: INFO @log_profile : T hooks: 2.826998 2021-04-14 13:25:51.483: INFO @main_loop : Epoch 219 done 2021-04-14 13:25:51.483: INFO @main_loop : Training epoch 220 2021-04-14 13:26:23.222: INFO @log_variables: train loss nanmean: 1.574333 2021-04-14 13:26:23.222: INFO @log_variables: train age_loss mean: 10.550161 2021-04-14 13:26:23.222: INFO @log_variables: train gender_loss mean: 0.344775 2021-04-14 13:26:23.222: INFO @log_variables: train age_mae mean: 9.889320 2021-04-14 13:26:23.222: INFO @log_variables: train gender_accuracy mean: 0.847590 2021-04-14 13:26:23.222: INFO @log_variables: train gender_confidence/loss nanmean: 0.072585 2021-04-14 13:26:23.222: INFO @log_variables: train gender_confidence/accuracy mean: 0.751918 2021-04-14 13:26:23.222: INFO @log_variables: train age_confidence/loss mean: 0.054497 2021-04-14 13:26:23.223: INFO @log_variables: train age_confidence/accuracy mean: 0.691996 2021-04-14 13:26:23.223: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 13:26:23.224: INFO @metrics_hook: train age_mae: 9.889 +-0.160 (13818) 2021-04-14 13:26:23.225: INFO @metrics_hook: train gender_accuracy: 0.848 +-0.006 (13818) 2021-04-14 13:26:25.596: INFO @decay_lr : LR updated to `9.958604e-05` 2021-04-14 13:26:25.597: INFO @log_profile : T train: 30.733732 2021-04-14 13:26:25.597: INFO @log_profile : T read data: 0.419001 2021-04-14 13:26:25.597: INFO @log_profile : T hooks: 2.906668 2021-04-14 13:26:25.598: INFO @main_loop : Epoch 220 done 2021-04-14 13:26:25.598: INFO @main_loop : Training epoch 221 2021-04-14 13:26:56.004: INFO @log_variables: train loss nanmean: 1.619083 2021-04-14 13:26:56.005: INFO @log_variables: train age_loss mean: 10.676611 2021-04-14 13:26:56.005: INFO @log_variables: train gender_loss mean: 0.352383 2021-04-14 13:26:56.005: INFO @log_variables: train age_mae mean: 10.015142 2021-04-14 13:26:56.005: INFO @log_variables: train gender_accuracy mean: 0.842448 2021-04-14 13:26:56.005: INFO @log_variables: train gender_confidence/loss nanmean: 0.073096 2021-04-14 13:26:56.005: INFO @log_variables: train gender_confidence/accuracy mean: 0.755353 2021-04-14 13:26:56.005: INFO @log_variables: train age_confidence/loss mean: 0.054407 2021-04-14 13:26:56.005: INFO @log_variables: train age_confidence/accuracy mean: 0.691696 2021-04-14 13:26:56.005: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 13:26:56.007: INFO @metrics_hook: train age_mae: 10.015 +-0.162 (13824) 2021-04-14 13:26:56.009: INFO @metrics_hook: train gender_accuracy: 0.842 +-0.006 (13824) 2021-04-14 13:27:01.710: INFO @decay_lr : LR updated to `9.908811e-05` 2021-04-14 13:27:01.711: INFO @log_profile : T train: 29.491435 2021-04-14 13:27:01.712: INFO @log_profile : T read data: 0.309928 2021-04-14 13:27:01.712: INFO @log_profile : T hooks: 6.257517 2021-04-14 13:27:01.712: INFO @main_loop : Epoch 221 done 2021-04-14 13:27:01.712: INFO @main_loop : Training epoch 222 2021-04-14 13:27:32.228: INFO @log_variables: train loss nanmean: 1.606012 2021-04-14 13:27:32.230: INFO @log_variables: train age_loss mean: 10.593372 2021-04-14 13:27:32.230: INFO @log_variables: train gender_loss mean: 0.344445 2021-04-14 13:27:32.230: INFO @log_variables: train age_mae mean: 9.935676 2021-04-14 13:27:32.230: INFO @log_variables: train gender_accuracy mean: 0.848958 2021-04-14 13:27:32.230: INFO @log_variables: train gender_confidence/loss nanmean: 0.072863 2021-04-14 13:27:32.230: INFO @log_variables: train gender_confidence/accuracy mean: 0.751230 2021-04-14 13:27:32.230: INFO @log_variables: train age_confidence/loss mean: 0.054082 2021-04-14 13:27:32.230: INFO @log_variables: train age_confidence/accuracy mean: 0.695312 2021-04-14 13:27:32.230: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 13:27:32.232: INFO @metrics_hook: train age_mae: 9.936 +-0.161 (13824) 2021-04-14 13:27:32.234: INFO @metrics_hook: train gender_accuracy: 0.849 +-0.006 (13824) 2021-04-14 13:27:34.879: INFO @decay_lr : LR updated to `9.859267e-05` 2021-04-14 13:27:34.880: INFO @log_profile : T train: 29.623752 2021-04-14 13:27:34.880: INFO @log_profile : T read data: 0.300145 2021-04-14 13:27:34.880: INFO @log_profile : T hooks: 3.192111 2021-04-14 13:27:34.880: INFO @main_loop : Epoch 222 done 2021-04-14 13:27:34.880: INFO @main_loop : Training epoch 223 2021-04-14 13:28:06.156: INFO @log_variables: train loss nanmean: 1.589384 2021-04-14 13:28:06.156: INFO @log_variables: train age_loss mean: 10.526811 2021-04-14 13:28:06.156: INFO @log_variables: train gender_loss mean: 0.351740 2021-04-14 13:28:06.156: INFO @log_variables: train age_mae mean: 9.865951 2021-04-14 13:28:06.156: INFO @log_variables: train gender_accuracy mean: 0.841511 2021-04-14 13:28:06.156: INFO @log_variables: train gender_confidence/loss nanmean: 0.071895 2021-04-14 13:28:06.156: INFO @log_variables: train gender_confidence/accuracy mean: 0.752931 2021-04-14 13:28:06.156: INFO @log_variables: train age_confidence/loss mean: 0.054986 2021-04-14 13:28:06.156: INFO @log_variables: train age_confidence/accuracy mean: 0.683746 2021-04-14 13:28:06.156: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 13:28:06.157: INFO @metrics_hook: train age_mae: 9.866 +-0.161 (13818) 2021-04-14 13:28:06.159: INFO @metrics_hook: train gender_accuracy: 0.842 +-0.006 (13818) 2021-04-14 13:28:08.450: INFO @decay_lr : LR updated to `9.809971e-05` 2021-04-14 13:28:08.451: INFO @log_profile : T train: 30.215164 2021-04-14 13:28:08.451: INFO @log_profile : T read data: 0.440487 2021-04-14 13:28:08.451: INFO @log_profile : T hooks: 2.860911 2021-04-14 13:28:08.452: INFO @main_loop : Epoch 223 done 2021-04-14 13:28:08.452: INFO @main_loop : Training epoch 224 2021-04-14 13:28:39.530: INFO @log_variables: train loss nanmean: 1.607690 2021-04-14 13:28:39.530: INFO @log_variables: train age_loss mean: 10.569578 2021-04-14 13:28:39.530: INFO @log_variables: train gender_loss mean: 0.352588 2021-04-14 13:28:39.531: INFO @log_variables: train age_mae mean: 9.909226 2021-04-14 13:28:39.531: INFO @log_variables: train gender_accuracy mean: 0.844679 2021-04-14 13:28:39.531: INFO @log_variables: train gender_confidence/loss nanmean: 0.073204 2021-04-14 13:28:39.531: INFO @log_variables: train gender_confidence/accuracy mean: 0.749620 2021-04-14 13:28:39.531: INFO @log_variables: train age_confidence/loss mean: 0.054678 2021-04-14 13:28:39.531: INFO @log_variables: train age_confidence/accuracy mean: 0.686465 2021-04-14 13:28:39.531: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 13:28:39.533: INFO @metrics_hook: train age_mae: 9.909 +-0.159 (13823) 2021-04-14 13:28:39.535: INFO @metrics_hook: train gender_accuracy: 0.845 +-0.006 (13823) 2021-04-14 13:28:41.830: INFO @decay_lr : LR updated to `9.7609205e-05` 2021-04-14 13:28:41.831: INFO @log_profile : T train: 30.152047 2021-04-14 13:28:41.832: INFO @log_profile : T read data: 0.298992 2021-04-14 13:28:41.832: INFO @log_profile : T hooks: 2.875883 2021-04-14 13:28:41.832: INFO @main_loop : Epoch 224 done 2021-04-14 13:28:41.832: INFO @main_loop : Training epoch 225 2021-04-14 13:29:12.959: INFO @log_variables: train loss nanmean: 1.592245 2021-04-14 13:29:12.959: INFO @log_variables: train age_loss mean: 10.528157 2021-04-14 13:29:12.959: INFO @log_variables: train gender_loss mean: 0.338647 2021-04-14 13:29:12.960: INFO @log_variables: train age_mae mean: 9.869891 2021-04-14 13:29:12.960: INFO @log_variables: train gender_accuracy mean: 0.851128 2021-04-14 13:29:12.960: INFO @log_variables: train gender_confidence/loss nanmean: 0.072425 2021-04-14 13:29:12.960: INFO @log_variables: train gender_confidence/accuracy mean: 0.757812 2021-04-14 13:29:12.960: INFO @log_variables: train age_confidence/loss mean: 0.055195 2021-04-14 13:29:12.960: INFO @log_variables: train age_confidence/accuracy mean: 0.680700 2021-04-14 13:29:12.960: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 13:29:12.962: INFO @metrics_hook: train age_mae: 9.870 +-0.160 (13824) 2021-04-14 13:29:12.965: INFO @metrics_hook: train gender_accuracy: 0.851 +-0.006 (13824) 2021-04-14 13:29:15.443: INFO @decay_lr : LR updated to `9.7121156e-05` 2021-04-14 13:29:15.444: INFO @log_profile : T train: 30.194190 2021-04-14 13:29:15.444: INFO @log_profile : T read data: 0.302755 2021-04-14 13:29:15.445: INFO @log_profile : T hooks: 3.059754 2021-04-14 13:29:15.445: INFO @main_loop : Epoch 225 done 2021-04-14 13:29:15.445: INFO @main_loop : Training epoch 226 2021-04-14 13:29:46.559: INFO @log_variables: train loss nanmean: 1.583240 2021-04-14 13:29:46.559: INFO @log_variables: train age_loss mean: 10.550615 2021-04-14 13:29:46.559: INFO @log_variables: train gender_loss mean: 0.339336 2021-04-14 13:29:46.559: INFO @log_variables: train age_mae mean: 9.888239 2021-04-14 13:29:46.559: INFO @log_variables: train gender_accuracy mean: 0.851281 2021-04-14 13:29:46.559: INFO @log_variables: train gender_confidence/loss nanmean: 0.072955 2021-04-14 13:29:46.559: INFO @log_variables: train gender_confidence/accuracy mean: 0.748227 2021-04-14 13:29:46.559: INFO @log_variables: train age_confidence/loss mean: 0.054954 2021-04-14 13:29:46.559: INFO @log_variables: train age_confidence/accuracy mean: 0.680344 2021-04-14 13:29:46.560: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 13:29:46.561: INFO @metrics_hook: train age_mae: 9.888 +-0.161 (13818) 2021-04-14 13:29:46.563: INFO @metrics_hook: train gender_accuracy: 0.851 +-0.006 (13818) 2021-04-14 13:29:49.090: INFO @decay_lr : LR updated to `9.663555e-05` 2021-04-14 13:29:49.092: INFO @log_profile : T train: 30.088531 2021-04-14 13:29:49.092: INFO @log_profile : T read data: 0.440459 2021-04-14 13:29:49.092: INFO @log_profile : T hooks: 3.065011 2021-04-14 13:29:49.092: INFO @main_loop : Epoch 226 done 2021-04-14 13:29:49.092: INFO @main_loop : Training epoch 227 2021-04-14 13:30:19.950: INFO @log_variables: train loss nanmean: 1.598937 2021-04-14 13:30:19.950: INFO @log_variables: train age_loss mean: 10.647457 2021-04-14 13:30:19.950: INFO @log_variables: train gender_loss mean: 0.343908 2021-04-14 13:30:19.950: INFO @log_variables: train age_mae mean: 9.986333 2021-04-14 13:30:19.950: INFO @log_variables: train gender_accuracy mean: 0.849103 2021-04-14 13:30:19.951: INFO @log_variables: train gender_confidence/loss nanmean: 0.072221 2021-04-14 13:30:19.951: INFO @log_variables: train gender_confidence/accuracy mean: 0.752821 2021-04-14 13:30:19.951: INFO @log_variables: train age_confidence/loss mean: 0.054413 2021-04-14 13:30:19.951: INFO @log_variables: train age_confidence/accuracy mean: 0.690972 2021-04-14 13:30:19.951: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 13:30:19.952: INFO @metrics_hook: train age_mae: 9.986 +-0.162 (13824) 2021-04-14 13:30:19.953: INFO @metrics_hook: train gender_accuracy: 0.849 +-0.006 (13824) 2021-04-14 13:30:22.545: INFO @decay_lr : LR updated to `9.615238e-05` 2021-04-14 13:30:22.547: INFO @log_profile : T train: 29.966396 2021-04-14 13:30:22.547: INFO @log_profile : T read data: 0.316448 2021-04-14 13:30:22.547: INFO @log_profile : T hooks: 3.117296 2021-04-14 13:30:22.547: INFO @main_loop : Epoch 227 done 2021-04-14 13:30:22.547: INFO @main_loop : Training epoch 228 2021-04-14 13:30:53.624: INFO @log_variables: train loss nanmean: 1.589981 2021-04-14 13:30:53.624: INFO @log_variables: train age_loss mean: 10.593687 2021-04-14 13:30:53.624: INFO @log_variables: train gender_loss mean: 0.339874 2021-04-14 13:30:53.625: INFO @log_variables: train age_mae mean: 9.932184 2021-04-14 13:30:53.625: INFO @log_variables: train gender_accuracy mean: 0.851056 2021-04-14 13:30:53.625: INFO @log_variables: train gender_confidence/loss nanmean: 0.072064 2021-04-14 13:30:53.625: INFO @log_variables: train gender_confidence/accuracy mean: 0.754196 2021-04-14 13:30:53.625: INFO @log_variables: train age_confidence/loss mean: 0.054587 2021-04-14 13:30:53.625: INFO @log_variables: train age_confidence/accuracy mean: 0.688079 2021-04-14 13:30:53.625: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 13:30:53.630: INFO @metrics_hook: train age_mae: 9.932 +-0.160 (13824) 2021-04-14 13:30:53.633: INFO @metrics_hook: train gender_accuracy: 0.851 +-0.006 (13824) 2021-04-14 13:30:56.137: INFO @decay_lr : LR updated to `9.567162e-05` 2021-04-14 13:30:56.138: INFO @log_profile : T train: 30.164104 2021-04-14 13:30:56.138: INFO @log_profile : T read data: 0.325498 2021-04-14 13:30:56.138: INFO @log_profile : T hooks: 3.047420 2021-04-14 13:30:56.139: INFO @main_loop : Epoch 228 done 2021-04-14 13:30:56.139: INFO @main_loop : Training epoch 229 2021-04-14 13:31:28.400: INFO @log_variables: train loss nanmean: 1.583798 2021-04-14 13:31:28.400: INFO @log_variables: train age_loss mean: 10.610549 2021-04-14 13:31:28.400: INFO @log_variables: train gender_loss mean: 0.342455 2021-04-14 13:31:28.400: INFO @log_variables: train age_mae mean: 9.951966 2021-04-14 13:31:28.400: INFO @log_variables: train gender_accuracy mean: 0.848737 2021-04-14 13:31:28.400: INFO @log_variables: train gender_confidence/loss nanmean: 0.072333 2021-04-14 13:31:28.400: INFO @log_variables: train gender_confidence/accuracy mean: 0.751393 2021-04-14 13:31:28.400: INFO @log_variables: train age_confidence/loss mean: 0.054612 2021-04-14 13:31:28.400: INFO @log_variables: train age_confidence/accuracy mean: 0.688717 2021-04-14 13:31:28.401: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 13:31:28.402: INFO @metrics_hook: train age_mae: 9.952 +-0.160 (13817) 2021-04-14 13:31:28.403: INFO @metrics_hook: train gender_accuracy: 0.849 +-0.006 (13817) 2021-04-14 13:31:30.893: INFO @decay_lr : LR updated to `9.519326e-05` 2021-04-14 13:31:30.895: INFO @log_profile : T train: 31.163059 2021-04-14 13:31:30.895: INFO @log_profile : T read data: 0.483976 2021-04-14 13:31:30.896: INFO @log_profile : T hooks: 3.054083 2021-04-14 13:31:30.896: INFO @main_loop : Epoch 229 done 2021-04-14 13:31:30.896: INFO @main_loop : Training epoch 230 2021-04-14 13:32:02.315: INFO @log_variables: train loss nanmean: 1.584582 2021-04-14 13:32:02.315: INFO @log_variables: train age_loss mean: 10.454835 2021-04-14 13:32:02.315: INFO @log_variables: train gender_loss mean: 0.344505 2021-04-14 13:32:02.315: INFO @log_variables: train age_mae mean: 9.796101 2021-04-14 13:32:02.315: INFO @log_variables: train gender_accuracy mean: 0.847573 2021-04-14 13:32:02.315: INFO @log_variables: train gender_confidence/loss nanmean: 0.072584 2021-04-14 13:32:02.315: INFO @log_variables: train gender_confidence/accuracy mean: 0.750054 2021-04-14 13:32:02.315: INFO @log_variables: train age_confidence/loss mean: 0.055923 2021-04-14 13:32:02.315: INFO @log_variables: train age_confidence/accuracy mean: 0.676409 2021-04-14 13:32:02.315: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 13:32:02.317: INFO @metrics_hook: train age_mae: 9.796 +-0.162 (13823) 2021-04-14 13:32:02.319: INFO @metrics_hook: train gender_accuracy: 0.848 +-0.006 (13823) 2021-04-14 13:32:04.731: INFO @decay_lr : LR updated to `9.4717296e-05` 2021-04-14 13:32:04.732: INFO @log_profile : T train: 30.495746 2021-04-14 13:32:04.732: INFO @log_profile : T read data: 0.312283 2021-04-14 13:32:04.732: INFO @log_profile : T hooks: 2.973564 2021-04-14 13:32:04.732: INFO @main_loop : Epoch 230 done 2021-04-14 13:32:04.732: INFO @main_loop : Training epoch 231 2021-04-14 13:32:35.237: INFO @log_variables: train loss nanmean: 1.585479 2021-04-14 13:32:35.237: INFO @log_variables: train age_loss mean: 10.598772 2021-04-14 13:32:35.237: INFO @log_variables: train gender_loss mean: 0.337443 2021-04-14 13:32:35.238: INFO @log_variables: train age_mae mean: 9.937444 2021-04-14 13:32:35.238: INFO @log_variables: train gender_accuracy mean: 0.847584 2021-04-14 13:32:35.238: INFO @log_variables: train gender_confidence/loss nanmean: 0.071260 2021-04-14 13:32:35.238: INFO @log_variables: train gender_confidence/accuracy mean: 0.757740 2021-04-14 13:32:35.238: INFO @log_variables: train age_confidence/loss mean: 0.054689 2021-04-14 13:32:35.238: INFO @log_variables: train age_confidence/accuracy mean: 0.683955 2021-04-14 13:32:35.238: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 13:32:35.240: INFO @metrics_hook: train age_mae: 9.937 +-0.162 (13824) 2021-04-14 13:32:35.242: INFO @metrics_hook: train gender_accuracy: 0.848 +-0.006 (13824) 2021-04-14 13:32:37.591: INFO @decay_lr : LR updated to `9.424371e-05` 2021-04-14 13:32:37.593: INFO @log_profile : T train: 29.564174 2021-04-14 13:32:37.593: INFO @log_profile : T read data: 0.314207 2021-04-14 13:32:37.593: INFO @log_profile : T hooks: 2.928051 2021-04-14 13:32:37.593: INFO @main_loop : Epoch 231 done 2021-04-14 13:32:37.593: INFO @main_loop : Training epoch 232 2021-04-14 13:33:09.504: INFO @log_variables: train loss nanmean: 1.555165 2021-04-14 13:33:09.505: INFO @log_variables: train age_loss mean: 10.423532 2021-04-14 13:33:09.505: INFO @log_variables: train gender_loss mean: 0.332693 2021-04-14 13:33:09.505: INFO @log_variables: train age_mae mean: 9.765548 2021-04-14 13:33:09.505: INFO @log_variables: train gender_accuracy mean: 0.854890 2021-04-14 13:33:09.505: INFO @log_variables: train gender_confidence/loss nanmean: 0.071977 2021-04-14 13:33:09.505: INFO @log_variables: train gender_confidence/accuracy mean: 0.756004 2021-04-14 13:33:09.505: INFO @log_variables: train age_confidence/loss mean: 0.054916 2021-04-14 13:33:09.505: INFO @log_variables: train age_confidence/accuracy mean: 0.686415 2021-04-14 13:33:09.505: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 13:33:09.507: INFO @metrics_hook: train age_mae: 9.766 +-0.161 (13824) 2021-04-14 13:33:09.508: INFO @metrics_hook: train gender_accuracy: 0.855 +-0.006 (13824) 2021-04-14 13:33:12.007: INFO @decay_lr : LR updated to `9.377249e-05` 2021-04-14 13:33:12.008: INFO @log_profile : T train: 30.978030 2021-04-14 13:33:12.008: INFO @log_profile : T read data: 0.333740 2021-04-14 13:33:12.008: INFO @log_profile : T hooks: 3.049605 2021-04-14 13:33:12.008: INFO @main_loop : Epoch 232 done 2021-04-14 13:33:12.009: INFO @main_loop : Training epoch 233 2021-04-14 13:33:43.867: INFO @log_variables: train loss nanmean: 1.584169 2021-04-14 13:33:43.868: INFO @log_variables: train age_loss mean: 10.497699 2021-04-14 13:33:43.868: INFO @log_variables: train gender_loss mean: 0.345383 2021-04-14 13:33:43.869: INFO @log_variables: train age_mae mean: 9.835378 2021-04-14 13:33:43.869: INFO @log_variables: train gender_accuracy mean: 0.847156 2021-04-14 13:33:43.869: INFO @log_variables: train gender_confidence/loss nanmean: 0.072553 2021-04-14 13:33:43.869: INFO @log_variables: train gender_confidence/accuracy mean: 0.749747 2021-04-14 13:33:43.869: INFO @log_variables: train age_confidence/loss mean: 0.055094 2021-04-14 13:33:43.869: INFO @log_variables: train age_confidence/accuracy mean: 0.684180 2021-04-14 13:33:43.869: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 13:33:43.872: INFO @metrics_hook: train age_mae: 9.835 +-0.159 (13818) 2021-04-14 13:33:43.875: INFO @metrics_hook: train gender_accuracy: 0.847 +-0.006 (13818) 2021-04-14 13:33:46.284: INFO @decay_lr : LR updated to `9.330363e-05` 2021-04-14 13:33:46.286: INFO @log_profile : T train: 30.831749 2021-04-14 13:33:46.286: INFO @log_profile : T read data: 0.433795 2021-04-14 13:33:46.286: INFO @log_profile : T hooks: 2.959985 2021-04-14 13:33:46.286: INFO @main_loop : Epoch 233 done 2021-04-14 13:33:46.286: INFO @main_loop : Training epoch 234 2021-04-14 13:34:17.643: INFO @log_variables: train loss nanmean: 1.576365 2021-04-14 13:34:17.643: INFO @log_variables: train age_loss mean: 10.412239 2021-04-14 13:34:17.643: INFO @log_variables: train gender_loss mean: 0.347203 2021-04-14 13:34:17.643: INFO @log_variables: train age_mae mean: 9.757887 2021-04-14 13:34:17.643: INFO @log_variables: train gender_accuracy mean: 0.848814 2021-04-14 13:34:17.643: INFO @log_variables: train gender_confidence/loss nanmean: 0.073517 2021-04-14 13:34:17.643: INFO @log_variables: train gender_confidence/accuracy mean: 0.746383 2021-04-14 13:34:17.643: INFO @log_variables: train age_confidence/loss mean: 0.055276 2021-04-14 13:34:17.643: INFO @log_variables: train age_confidence/accuracy mean: 0.680628 2021-04-14 13:34:17.643: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 13:34:17.645: INFO @metrics_hook: train age_mae: 9.758 +-0.159 (13824) 2021-04-14 13:34:17.647: INFO @metrics_hook: train gender_accuracy: 0.849 +-0.006 (13824) 2021-04-14 13:34:20.024: INFO @decay_lr : LR updated to `9.283711e-05` 2021-04-14 13:34:20.026: INFO @log_profile : T train: 30.447124 2021-04-14 13:34:20.026: INFO @log_profile : T read data: 0.312869 2021-04-14 13:34:20.026: INFO @log_profile : T hooks: 2.925620 2021-04-14 13:34:20.026: INFO @main_loop : Epoch 234 done 2021-04-14 13:34:20.026: INFO @main_loop : Training epoch 235 2021-04-14 13:34:50.362: INFO @log_variables: train loss nanmean: 1.598654 2021-04-14 13:34:50.362: INFO @log_variables: train age_loss mean: 10.625747 2021-04-14 13:34:50.362: INFO @log_variables: train gender_loss mean: 0.345406 2021-04-14 13:34:50.362: INFO @log_variables: train age_mae mean: 9.965920 2021-04-14 13:34:50.362: INFO @log_variables: train gender_accuracy mean: 0.848380 2021-04-14 13:34:50.362: INFO @log_variables: train gender_confidence/loss nanmean: 0.072264 2021-04-14 13:34:50.362: INFO @log_variables: train gender_confidence/accuracy mean: 0.752894 2021-04-14 13:34:50.362: INFO @log_variables: train age_confidence/loss mean: 0.054544 2021-04-14 13:34:50.362: INFO @log_variables: train age_confidence/accuracy mean: 0.687572 2021-04-14 13:34:50.362: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 13:34:50.364: INFO @metrics_hook: train age_mae: 9.966 +-0.162 (13824) 2021-04-14 13:34:50.366: INFO @metrics_hook: train gender_accuracy: 0.848 +-0.006 (13824) 2021-04-14 13:34:52.600: INFO @decay_lr : LR updated to `9.2372924e-05` 2021-04-14 13:34:52.602: INFO @log_profile : T train: 29.463132 2021-04-14 13:34:52.602: INFO @log_profile : T read data: 0.307541 2021-04-14 13:34:52.602: INFO @log_profile : T hooks: 2.754071 2021-04-14 13:34:52.602: INFO @main_loop : Epoch 235 done 2021-04-14 13:34:52.602: INFO @main_loop : Training epoch 236 2021-04-14 13:35:23.926: INFO @log_variables: train loss nanmean: 1.575160 2021-04-14 13:35:23.926: INFO @log_variables: train age_loss mean: 10.464754 2021-04-14 13:35:23.926: INFO @log_variables: train gender_loss mean: 0.339541 2021-04-14 13:35:23.926: INFO @log_variables: train age_mae mean: 9.803998 2021-04-14 13:35:23.926: INFO @log_variables: train gender_accuracy mean: 0.850847 2021-04-14 13:35:23.927: INFO @log_variables: train gender_confidence/loss nanmean: 0.073225 2021-04-14 13:35:23.927: INFO @log_variables: train gender_confidence/accuracy mean: 0.752859 2021-04-14 13:35:23.927: INFO @log_variables: train age_confidence/loss mean: 0.055718 2021-04-14 13:35:23.927: INFO @log_variables: train age_confidence/accuracy mean: 0.680127 2021-04-14 13:35:23.927: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 13:35:23.930: INFO @metrics_hook: train age_mae: 9.804 +-0.161 (13818) 2021-04-14 13:35:23.932: INFO @metrics_hook: train gender_accuracy: 0.851 +-0.006 (13818) 2021-04-14 13:35:26.020: INFO @decay_lr : LR updated to `9.191106e-05` 2021-04-14 13:35:26.021: INFO @log_profile : T train: 30.289412 2021-04-14 13:35:26.022: INFO @log_profile : T read data: 0.417734 2021-04-14 13:35:26.022: INFO @log_profile : T hooks: 2.655930 2021-04-14 13:35:26.022: INFO @main_loop : Epoch 236 done 2021-04-14 13:35:26.022: INFO @main_loop : Training epoch 237 2021-04-14 13:35:57.088: INFO @log_variables: train loss nanmean: 1.566558 2021-04-14 13:35:57.089: INFO @log_variables: train age_loss mean: 10.430919 2021-04-14 13:35:57.089: INFO @log_variables: train gender_loss mean: 0.341789 2021-04-14 13:35:57.089: INFO @log_variables: train age_mae mean: 9.775748 2021-04-14 13:35:57.089: INFO @log_variables: train gender_accuracy mean: 0.848224 2021-04-14 13:35:57.089: INFO @log_variables: train gender_confidence/loss nanmean: 0.071827 2021-04-14 13:35:57.089: INFO @log_variables: train gender_confidence/accuracy mean: 0.750127 2021-04-14 13:35:57.089: INFO @log_variables: train age_confidence/loss mean: 0.054587 2021-04-14 13:35:57.089: INFO @log_variables: train age_confidence/accuracy mean: 0.686899 2021-04-14 13:35:57.089: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 13:35:57.091: INFO @metrics_hook: train age_mae: 9.776 +-0.160 (13823) 2021-04-14 13:35:57.093: INFO @metrics_hook: train gender_accuracy: 0.848 +-0.006 (13823) 2021-04-14 13:35:59.246: INFO @decay_lr : LR updated to `9.1451504e-05` 2021-04-14 13:35:59.248: INFO @log_profile : T train: 30.134768 2021-04-14 13:35:59.248: INFO @log_profile : T read data: 0.302963 2021-04-14 13:35:59.248: INFO @log_profile : T hooks: 2.735184 2021-04-14 13:35:59.248: INFO @main_loop : Epoch 237 done 2021-04-14 13:35:59.248: INFO @main_loop : Training epoch 238 2021-04-14 13:36:30.401: INFO @log_variables: train loss nanmean: 1.569782 2021-04-14 13:36:30.401: INFO @log_variables: train age_loss mean: 10.391121 2021-04-14 13:36:30.401: INFO @log_variables: train gender_loss mean: 0.339551 2021-04-14 13:36:30.401: INFO @log_variables: train age_mae mean: 9.731606 2021-04-14 13:36:30.401: INFO @log_variables: train gender_accuracy mean: 0.852720 2021-04-14 13:36:30.401: INFO @log_variables: train gender_confidence/loss nanmean: 0.072699 2021-04-14 13:36:30.402: INFO @log_variables: train gender_confidence/accuracy mean: 0.756944 2021-04-14 13:36:30.402: INFO @log_variables: train age_confidence/loss mean: 0.055516 2021-04-14 13:36:30.402: INFO @log_variables: train age_confidence/accuracy mean: 0.677879 2021-04-14 13:36:30.402: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 13:36:30.403: INFO @metrics_hook: train age_mae: 9.732 +-0.160 (13824) 2021-04-14 13:36:30.405: INFO @metrics_hook: train gender_accuracy: 0.853 +-0.006 (13824) 2021-04-14 13:36:32.571: INFO @decay_lr : LR updated to `9.099425e-05` 2021-04-14 13:36:32.573: INFO @log_profile : T train: 30.200233 2021-04-14 13:36:32.574: INFO @log_profile : T read data: 0.313869 2021-04-14 13:36:32.574: INFO @log_profile : T hooks: 2.755461 2021-04-14 13:36:32.574: INFO @main_loop : Epoch 238 done 2021-04-14 13:36:32.574: INFO @main_loop : Training epoch 239 2021-04-14 13:37:04.039: INFO @log_variables: train loss nanmean: 1.570923 2021-04-14 13:37:04.040: INFO @log_variables: train age_loss mean: 10.497450 2021-04-14 13:37:04.040: INFO @log_variables: train gender_loss mean: 0.345046 2021-04-14 13:37:04.040: INFO @log_variables: train age_mae mean: 9.840492 2021-04-14 13:37:04.040: INFO @log_variables: train gender_accuracy mean: 0.849978 2021-04-14 13:37:04.040: INFO @log_variables: train gender_confidence/loss nanmean: 0.073488 2021-04-14 13:37:04.040: INFO @log_variables: train gender_confidence/accuracy mean: 0.743812 2021-04-14 13:37:04.040: INFO @log_variables: train age_confidence/loss mean: 0.054789 2021-04-14 13:37:04.040: INFO @log_variables: train age_confidence/accuracy mean: 0.687147 2021-04-14 13:37:04.040: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 13:37:04.042: INFO @metrics_hook: train age_mae: 9.840 +-0.160 (13818) 2021-04-14 13:37:04.043: INFO @metrics_hook: train gender_accuracy: 0.850 +-0.006 (13818) 2021-04-14 13:37:06.322: INFO @decay_lr : LR updated to `9.053927e-05` 2021-04-14 13:37:06.323: INFO @log_profile : T train: 30.430894 2021-04-14 13:37:06.323: INFO @log_profile : T read data: 0.441331 2021-04-14 13:37:06.324: INFO @log_profile : T hooks: 2.823961 2021-04-14 13:37:06.324: INFO @main_loop : Epoch 239 done 2021-04-14 13:37:06.324: INFO @main_loop : Training epoch 240 2021-04-14 13:37:37.708: INFO @log_variables: train loss nanmean: 1.563765 2021-04-14 13:37:37.709: INFO @log_variables: train age_loss mean: 10.399714 2021-04-14 13:37:37.709: INFO @log_variables: train gender_loss mean: 0.338448 2021-04-14 13:37:37.709: INFO @log_variables: train age_mae mean: 9.746412 2021-04-14 13:37:37.709: INFO @log_variables: train gender_accuracy mean: 0.850767 2021-04-14 13:37:37.709: INFO @log_variables: train gender_confidence/loss nanmean: 0.072399 2021-04-14 13:37:37.709: INFO @log_variables: train gender_confidence/accuracy mean: 0.755932 2021-04-14 13:37:37.709: INFO @log_variables: train age_confidence/loss mean: 0.054765 2021-04-14 13:37:37.709: INFO @log_variables: train age_confidence/accuracy mean: 0.687862 2021-04-14 13:37:37.709: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 13:37:37.711: INFO @metrics_hook: train age_mae: 9.746 +-0.161 (13824) 2021-04-14 13:37:37.712: INFO @metrics_hook: train gender_accuracy: 0.851 +-0.006 (13824) 2021-04-14 13:37:40.043: INFO @decay_lr : LR updated to `9.008658e-05` 2021-04-14 13:37:40.044: INFO @log_profile : T train: 30.473571 2021-04-14 13:37:40.044: INFO @log_profile : T read data: 0.310424 2021-04-14 13:37:40.044: INFO @log_profile : T hooks: 2.880368 2021-04-14 13:37:40.044: INFO @main_loop : Epoch 240 done 2021-04-14 13:37:40.044: INFO @main_loop : Training epoch 241 2021-04-14 13:38:11.356: INFO @log_variables: train loss nanmean: 1.556423 2021-04-14 13:38:11.357: INFO @log_variables: train age_loss mean: 10.353273 2021-04-14 13:38:11.357: INFO @log_variables: train gender_loss mean: 0.339605 2021-04-14 13:38:11.357: INFO @log_variables: train age_mae mean: 9.698780 2021-04-14 13:38:11.357: INFO @log_variables: train gender_accuracy mean: 0.854022 2021-04-14 13:38:11.357: INFO @log_variables: train gender_confidence/loss nanmean: 0.073033 2021-04-14 13:38:11.357: INFO @log_variables: train gender_confidence/accuracy mean: 0.757306 2021-04-14 13:38:11.357: INFO @log_variables: train age_confidence/loss mean: 0.055419 2021-04-14 13:38:11.357: INFO @log_variables: train age_confidence/accuracy mean: 0.680194 2021-04-14 13:38:11.357: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 13:38:11.359: INFO @metrics_hook: train age_mae: 9.699 +-0.160 (13824) 2021-04-14 13:38:11.361: INFO @metrics_hook: train gender_accuracy: 0.854 +-0.006 (13824) 2021-04-14 13:38:13.830: INFO @decay_lr : LR updated to `8.9636145e-05` 2021-04-14 13:38:13.832: INFO @log_profile : T train: 30.375826 2021-04-14 13:38:13.832: INFO @log_profile : T read data: 0.320009 2021-04-14 13:38:13.832: INFO @log_profile : T hooks: 3.039182 2021-04-14 13:38:13.832: INFO @main_loop : Epoch 241 done 2021-04-14 13:38:13.832: INFO @main_loop : Training epoch 242 2021-04-14 13:38:45.296: INFO @log_variables: train loss nanmean: 1.564913 2021-04-14 13:38:45.297: INFO @log_variables: train age_loss mean: 10.359794 2021-04-14 13:38:45.297: INFO @log_variables: train gender_loss mean: 0.347039 2021-04-14 13:38:45.297: INFO @log_variables: train age_mae mean: 9.699520 2021-04-14 13:38:45.297: INFO @log_variables: train gender_accuracy mean: 0.845703 2021-04-14 13:38:45.297: INFO @log_variables: train gender_confidence/loss nanmean: 0.072480 2021-04-14 13:38:45.297: INFO @log_variables: train gender_confidence/accuracy mean: 0.751953 2021-04-14 13:38:45.297: INFO @log_variables: train age_confidence/loss mean: 0.056124 2021-04-14 13:38:45.297: INFO @log_variables: train age_confidence/accuracy mean: 0.677445 2021-04-14 13:38:45.297: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 13:38:45.298: INFO @metrics_hook: train age_mae: 9.700 +-0.160 (13824) 2021-04-14 13:38:45.299: INFO @metrics_hook: train gender_accuracy: 0.846 +-0.006 (13824) 2021-04-14 13:38:47.624: INFO @decay_lr : LR updated to `8.918797e-05` 2021-04-14 13:38:47.626: INFO @log_profile : T train: 30.575977 2021-04-14 13:38:47.626: INFO @log_profile : T read data: 0.311039 2021-04-14 13:38:47.626: INFO @log_profile : T hooks: 2.850654 2021-04-14 13:38:47.626: INFO @main_loop : Epoch 242 done 2021-04-14 13:38:47.626: INFO @main_loop : Training epoch 243 2021-04-14 13:39:18.973: INFO @log_variables: train loss nanmean: 1.567287 2021-04-14 13:39:18.973: INFO @log_variables: train age_loss mean: 10.274082 2021-04-14 13:39:18.973: INFO @log_variables: train gender_loss mean: 0.341879 2021-04-14 13:39:18.974: INFO @log_variables: train age_mae mean: 9.622241 2021-04-14 13:39:18.974: INFO @log_variables: train gender_accuracy mean: 0.847807 2021-04-14 13:39:18.974: INFO @log_variables: train gender_confidence/loss nanmean: 0.071806 2021-04-14 13:39:18.974: INFO @log_variables: train gender_confidence/accuracy mean: 0.755536 2021-04-14 13:39:18.974: INFO @log_variables: train age_confidence/loss mean: 0.054814 2021-04-14 13:39:18.974: INFO @log_variables: train age_confidence/accuracy mean: 0.690259 2021-04-14 13:39:18.974: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 13:39:18.977: INFO @metrics_hook: train age_mae: 9.622 +-0.158 (13818) 2021-04-14 13:39:18.979: INFO @metrics_hook: train gender_accuracy: 0.848 +-0.006 (13818) 2021-04-14 13:39:21.111: INFO @decay_lr : LR updated to `8.8742025e-05` 2021-04-14 13:39:21.113: INFO @log_profile : T train: 30.282769 2021-04-14 13:39:21.113: INFO @log_profile : T read data: 0.436406 2021-04-14 13:39:21.113: INFO @log_profile : T hooks: 2.713302 2021-04-14 13:39:21.113: INFO @main_loop : Epoch 243 done 2021-04-14 13:39:21.113: INFO @main_loop : Training epoch 244 2021-04-14 13:39:52.330: INFO @log_variables: train loss nanmean: 1.577745 2021-04-14 13:39:52.330: INFO @log_variables: train age_loss mean: 10.464208 2021-04-14 13:39:52.330: INFO @log_variables: train gender_loss mean: 0.340867 2021-04-14 13:39:52.331: INFO @log_variables: train age_mae mean: 9.805390 2021-04-14 13:39:52.331: INFO @log_variables: train gender_accuracy mean: 0.851056 2021-04-14 13:39:52.331: INFO @log_variables: train gender_confidence/loss nanmean: 0.073117 2021-04-14 13:39:52.331: INFO @log_variables: train gender_confidence/accuracy mean: 0.752315 2021-04-14 13:39:52.331: INFO @log_variables: train age_confidence/loss mean: 0.054994 2021-04-14 13:39:52.331: INFO @log_variables: train age_confidence/accuracy mean: 0.681062 2021-04-14 13:39:52.331: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 13:39:52.333: INFO @metrics_hook: train age_mae: 9.805 +-0.160 (13824) 2021-04-14 13:39:52.336: INFO @metrics_hook: train gender_accuracy: 0.851 +-0.006 (13824) 2021-04-14 13:39:54.660: INFO @decay_lr : LR updated to `8.8298315e-05` 2021-04-14 13:39:54.662: INFO @log_profile : T train: 30.291797 2021-04-14 13:39:54.662: INFO @log_profile : T read data: 0.311645 2021-04-14 13:39:54.662: INFO @log_profile : T hooks: 2.891842 2021-04-14 13:39:54.662: INFO @main_loop : Epoch 244 done 2021-04-14 13:39:54.662: INFO @main_loop : Training epoch 245 2021-04-14 13:40:26.341: INFO @log_variables: train loss nanmean: 1.567325 2021-04-14 13:40:26.341: INFO @log_variables: train age_loss mean: 10.389528 2021-04-14 13:40:26.341: INFO @log_variables: train gender_loss mean: 0.334752 2021-04-14 13:40:26.341: INFO @log_variables: train age_mae mean: 9.732807 2021-04-14 13:40:26.341: INFO @log_variables: train gender_accuracy mean: 0.851635 2021-04-14 13:40:26.341: INFO @log_variables: train gender_confidence/loss nanmean: 0.072082 2021-04-14 13:40:26.341: INFO @log_variables: train gender_confidence/accuracy mean: 0.755425 2021-04-14 13:40:26.341: INFO @log_variables: train age_confidence/loss mean: 0.054842 2021-04-14 13:40:26.341: INFO @log_variables: train age_confidence/accuracy mean: 0.687066 2021-04-14 13:40:26.341: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 13:40:26.344: INFO @metrics_hook: train age_mae: 9.733 +-0.161 (13824) 2021-04-14 13:40:26.346: INFO @metrics_hook: train gender_accuracy: 0.852 +-0.006 (13824) 2021-04-14 13:40:28.873: INFO @decay_lr : LR updated to `8.7856824e-05` 2021-04-14 13:40:28.875: INFO @log_profile : T train: 30.720328 2021-04-14 13:40:28.875: INFO @log_profile : T read data: 0.320636 2021-04-14 13:40:28.875: INFO @log_profile : T hooks: 3.111389 2021-04-14 13:40:28.875: INFO @main_loop : Epoch 245 done 2021-04-14 13:40:28.875: INFO @main_loop : Training epoch 246 2021-04-14 13:41:01.428: INFO @log_variables: train loss nanmean: 1.564956 2021-04-14 13:41:01.428: INFO @log_variables: train age_loss mean: 10.311792 2021-04-14 13:41:01.428: INFO @log_variables: train gender_loss mean: 0.339395 2021-04-14 13:41:01.428: INFO @log_variables: train age_mae mean: 9.656118 2021-04-14 13:41:01.428: INFO @log_variables: train gender_accuracy mean: 0.847228 2021-04-14 13:41:01.428: INFO @log_variables: train gender_confidence/loss nanmean: 0.070811 2021-04-14 13:41:01.428: INFO @log_variables: train gender_confidence/accuracy mean: 0.758793 2021-04-14 13:41:01.428: INFO @log_variables: train age_confidence/loss mean: 0.055559 2021-04-14 13:41:01.429: INFO @log_variables: train age_confidence/accuracy mean: 0.681864 2021-04-14 13:41:01.429: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 13:41:01.431: INFO @metrics_hook: train age_mae: 9.656 +-0.156 (13818) 2021-04-14 13:41:01.433: INFO @metrics_hook: train gender_accuracy: 0.847 +-0.006 (13818) 2021-04-14 13:41:03.801: INFO @decay_lr : LR updated to `8.741754e-05` 2021-04-14 13:41:03.803: INFO @log_profile : T train: 31.500117 2021-04-14 13:41:03.803: INFO @log_profile : T read data: 0.458043 2021-04-14 13:41:03.803: INFO @log_profile : T hooks: 2.914440 2021-04-14 13:41:03.803: INFO @main_loop : Epoch 246 done 2021-04-14 13:41:03.803: INFO @main_loop : Training epoch 247 2021-04-14 13:41:36.447: INFO @log_variables: train loss nanmean: 1.567466 2021-04-14 13:41:36.448: INFO @log_variables: train age_loss mean: 10.477952 2021-04-14 13:41:36.448: INFO @log_variables: train gender_loss mean: 0.338197 2021-04-14 13:41:36.448: INFO @log_variables: train age_mae mean: 9.822398 2021-04-14 13:41:36.448: INFO @log_variables: train gender_accuracy mean: 0.854818 2021-04-14 13:41:36.448: INFO @log_variables: train gender_confidence/loss nanmean: 0.072667 2021-04-14 13:41:36.448: INFO @log_variables: train gender_confidence/accuracy mean: 0.758102 2021-04-14 13:41:36.448: INFO @log_variables: train age_confidence/loss mean: 0.054005 2021-04-14 13:41:36.448: INFO @log_variables: train age_confidence/accuracy mean: 0.691913 2021-04-14 13:41:36.448: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 13:41:36.450: INFO @metrics_hook: train age_mae: 9.822 +-0.160 (13824) 2021-04-14 13:41:36.452: INFO @metrics_hook: train gender_accuracy: 0.855 +-0.006 (13824) 2021-04-14 13:41:38.967: INFO @decay_lr : LR updated to `8.698045e-05` 2021-04-14 13:41:38.968: INFO @log_profile : T train: 31.725617 2021-04-14 13:41:38.968: INFO @log_profile : T read data: 0.333191 2021-04-14 13:41:38.968: INFO @log_profile : T hooks: 3.051379 2021-04-14 13:41:38.968: INFO @main_loop : Epoch 247 done 2021-04-14 13:41:38.968: INFO @main_loop : Training epoch 248 2021-04-14 13:42:11.880: INFO @log_variables: train loss nanmean: 1.557405 2021-04-14 13:42:11.880: INFO @log_variables: train age_loss mean: 10.398373 2021-04-14 13:42:11.881: INFO @log_variables: train gender_loss mean: 0.339748 2021-04-14 13:42:11.881: INFO @log_variables: train age_mae mean: 9.742206 2021-04-14 13:42:11.881: INFO @log_variables: train gender_accuracy mean: 0.852575 2021-04-14 13:42:11.881: INFO @log_variables: train gender_confidence/loss nanmean: 0.072103 2021-04-14 13:42:11.881: INFO @log_variables: train gender_confidence/accuracy mean: 0.756004 2021-04-14 13:42:11.881: INFO @log_variables: train age_confidence/loss mean: 0.055095 2021-04-14 13:42:11.881: INFO @log_variables: train age_confidence/accuracy mean: 0.681207 2021-04-14 13:42:11.881: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 13:42:11.885: INFO @metrics_hook: train age_mae: 9.742 +-0.163 (13824) 2021-04-14 13:42:11.888: INFO @metrics_hook: train gender_accuracy: 0.853 +-0.006 (13824) 2021-04-14 13:42:14.260: INFO @decay_lr : LR updated to `8.6545544e-05` 2021-04-14 13:42:14.261: INFO @log_profile : T train: 32.008566 2021-04-14 13:42:14.261: INFO @log_profile : T read data: 0.322369 2021-04-14 13:42:14.261: INFO @log_profile : T hooks: 2.907262 2021-04-14 13:42:14.261: INFO @main_loop : Epoch 248 done 2021-04-14 13:42:14.261: INFO @main_loop : Training epoch 249 2021-04-14 13:42:46.501: INFO @log_variables: train loss nanmean: 1.567980 2021-04-14 13:42:46.501: INFO @log_variables: train age_loss mean: 10.317469 2021-04-14 13:42:46.502: INFO @log_variables: train gender_loss mean: 0.341879 2021-04-14 13:42:46.502: INFO @log_variables: train age_mae mean: 9.661151 2021-04-14 13:42:46.502: INFO @log_variables: train gender_accuracy mean: 0.849399 2021-04-14 13:42:46.502: INFO @log_variables: train gender_confidence/loss nanmean: 0.072863 2021-04-14 13:42:46.502: INFO @log_variables: train gender_confidence/accuracy mean: 0.759661 2021-04-14 13:42:46.502: INFO @log_variables: train age_confidence/loss mean: 0.055003 2021-04-14 13:42:46.502: INFO @log_variables: train age_confidence/accuracy mean: 0.681141 2021-04-14 13:42:46.502: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 13:42:46.504: INFO @metrics_hook: train age_mae: 9.661 +-0.158 (13818) 2021-04-14 13:42:46.507: INFO @metrics_hook: train gender_accuracy: 0.849 +-0.006 (13818) 2021-04-14 13:42:48.881: INFO @decay_lr : LR updated to `8.6112814e-05` 2021-04-14 13:42:48.882: INFO @log_profile : T train: 31.201317 2021-04-14 13:42:48.882: INFO @log_profile : T read data: 0.449001 2021-04-14 13:42:48.882: INFO @log_profile : T hooks: 2.917162 2021-04-14 13:42:48.882: INFO @main_loop : Epoch 249 done 2021-04-14 13:42:48.882: INFO @main_loop : Training epoch 250 2021-04-14 13:43:19.496: INFO @log_variables: train loss nanmean: 1.555427 2021-04-14 13:43:19.497: INFO @log_variables: train age_loss mean: 10.326763 2021-04-14 13:43:19.497: INFO @log_variables: train gender_loss mean: 0.328415 2021-04-14 13:43:19.497: INFO @log_variables: train age_mae mean: 9.671802 2021-04-14 13:43:19.497: INFO @log_variables: train gender_accuracy mean: 0.855820 2021-04-14 13:43:19.497: INFO @log_variables: train gender_confidence/loss nanmean: 0.071236 2021-04-14 13:43:19.497: INFO @log_variables: train gender_confidence/accuracy mean: 0.756855 2021-04-14 13:43:19.497: INFO @log_variables: train age_confidence/loss mean: 0.055128 2021-04-14 13:43:19.497: INFO @log_variables: train age_confidence/accuracy mean: 0.684584 2021-04-14 13:43:19.497: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 13:43:19.499: INFO @metrics_hook: train age_mae: 9.672 +-0.160 (13823) 2021-04-14 13:43:19.501: INFO @metrics_hook: train gender_accuracy: 0.856 +-0.006 (13823) 2021-04-14 13:43:21.791: INFO @decay_lr : LR updated to `8.568225e-05` 2021-04-14 13:43:21.793: INFO @log_profile : T train: 29.652141 2021-04-14 13:43:21.793: INFO @log_profile : T read data: 0.326081 2021-04-14 13:43:21.793: INFO @log_profile : T hooks: 2.873108 2021-04-14 13:43:21.793: INFO @main_loop : Epoch 250 done 2021-04-14 13:43:21.793: INFO @main_loop : Training epoch 251 2021-04-14 13:43:53.270: INFO @log_variables: train loss nanmean: 1.559404 2021-04-14 13:43:53.270: INFO @log_variables: train age_loss mean: 10.428493 2021-04-14 13:43:53.270: INFO @log_variables: train gender_loss mean: 0.328659 2021-04-14 13:43:53.270: INFO @log_variables: train age_mae mean: 9.772833 2021-04-14 13:43:53.270: INFO @log_variables: train gender_accuracy mean: 0.856182 2021-04-14 13:43:53.270: INFO @log_variables: train gender_confidence/loss nanmean: 0.071510 2021-04-14 13:43:53.270: INFO @log_variables: train gender_confidence/accuracy mean: 0.761846 2021-04-14 13:43:53.270: INFO @log_variables: train age_confidence/loss mean: 0.055087 2021-04-14 13:43:53.270: INFO @log_variables: train age_confidence/accuracy mean: 0.680822 2021-04-14 13:43:53.271: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 13:43:53.273: INFO @metrics_hook: train age_mae: 9.773 +-0.163 (13823) 2021-04-14 13:43:53.275: INFO @metrics_hook: train gender_accuracy: 0.856 +-0.006 (13823) 2021-04-14 13:43:55.613: INFO @decay_lr : LR updated to `8.525384e-05` 2021-04-14 13:43:55.614: INFO @log_profile : T train: 30.522426 2021-04-14 13:43:55.614: INFO @log_profile : T read data: 0.319208 2021-04-14 13:43:55.614: INFO @log_profile : T hooks: 2.924308 2021-04-14 13:43:55.615: INFO @main_loop : Epoch 251 done 2021-04-14 13:43:55.615: INFO @main_loop : Training epoch 252 2021-04-14 13:44:26.256: INFO @log_variables: train loss nanmean: 1.565309 2021-04-14 13:44:26.256: INFO @log_variables: train age_loss mean: 10.391618 2021-04-14 13:44:26.257: INFO @log_variables: train gender_loss mean: 0.337754 2021-04-14 13:44:26.257: INFO @log_variables: train age_mae mean: 9.736752 2021-04-14 13:44:26.257: INFO @log_variables: train gender_accuracy mean: 0.851932 2021-04-14 13:44:26.257: INFO @log_variables: train gender_confidence/loss nanmean: 0.071587 2021-04-14 13:44:26.257: INFO @log_variables: train gender_confidence/accuracy mean: 0.758286 2021-04-14 13:44:26.257: INFO @log_variables: train age_confidence/loss mean: 0.054870 2021-04-14 13:44:26.257: INFO @log_variables: train age_confidence/accuracy mean: 0.686279 2021-04-14 13:44:26.257: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 13:44:26.260: INFO @metrics_hook: train age_mae: 9.737 +-0.158 (13818) 2021-04-14 13:44:26.263: INFO @metrics_hook: train gender_accuracy: 0.852 +-0.006 (13818) 2021-04-14 13:44:28.708: INFO @decay_lr : LR updated to `8.4827574e-05` 2021-04-14 13:44:28.709: INFO @log_profile : T train: 29.598483 2021-04-14 13:44:28.709: INFO @log_profile : T read data: 0.435911 2021-04-14 13:44:28.709: INFO @log_profile : T hooks: 3.004394 2021-04-14 13:44:28.709: INFO @main_loop : Epoch 252 done 2021-04-14 13:44:28.709: INFO @main_loop : Training epoch 253 2021-04-14 13:45:00.698: INFO @log_variables: train loss nanmean: 1.569478 2021-04-14 13:45:00.698: INFO @log_variables: train age_loss mean: 10.400663 2021-04-14 13:45:00.698: INFO @log_variables: train gender_loss mean: 0.335549 2021-04-14 13:45:00.698: INFO @log_variables: train age_mae mean: 9.744027 2021-04-14 13:45:00.699: INFO @log_variables: train gender_accuracy mean: 0.852865 2021-04-14 13:45:00.699: INFO @log_variables: train gender_confidence/loss nanmean: 0.072263 2021-04-14 13:45:00.699: INFO @log_variables: train gender_confidence/accuracy mean: 0.756076 2021-04-14 13:45:00.699: INFO @log_variables: train age_confidence/loss mean: 0.055048 2021-04-14 13:45:00.699: INFO @log_variables: train age_confidence/accuracy mean: 0.682147 2021-04-14 13:45:00.699: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 13:45:00.700: INFO @metrics_hook: train age_mae: 9.744 +-0.160 (13824) 2021-04-14 13:45:00.701: INFO @metrics_hook: train gender_accuracy: 0.853 +-0.006 (13824) 2021-04-14 13:45:03.095: INFO @decay_lr : LR updated to `8.440344e-05` 2021-04-14 13:45:03.096: INFO @log_profile : T train: 31.083525 2021-04-14 13:45:03.096: INFO @log_profile : T read data: 0.329987 2021-04-14 13:45:03.096: INFO @log_profile : T hooks: 2.919880 2021-04-14 13:45:03.097: INFO @main_loop : Epoch 253 done 2021-04-14 13:45:03.097: INFO @main_loop : Training epoch 254 2021-04-14 13:45:34.924: INFO @log_variables: train loss nanmean: 1.567304 2021-04-14 13:45:34.925: INFO @log_variables: train age_loss mean: 10.337687 2021-04-14 13:45:34.925: INFO @log_variables: train gender_loss mean: 0.337140 2021-04-14 13:45:34.925: INFO @log_variables: train age_mae mean: 9.685394 2021-04-14 13:45:34.925: INFO @log_variables: train gender_accuracy mean: 0.853371 2021-04-14 13:45:34.925: INFO @log_variables: train gender_confidence/loss nanmean: 0.071990 2021-04-14 13:45:34.925: INFO @log_variables: train gender_confidence/accuracy mean: 0.758247 2021-04-14 13:45:34.925: INFO @log_variables: train age_confidence/loss mean: 0.054863 2021-04-14 13:45:34.925: INFO @log_variables: train age_confidence/accuracy mean: 0.692925 2021-04-14 13:45:34.925: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 13:45:34.927: INFO @metrics_hook: train age_mae: 9.685 +-0.159 (13824) 2021-04-14 13:45:34.928: INFO @metrics_hook: train gender_accuracy: 0.853 +-0.006 (13824) 2021-04-14 13:45:37.462: INFO @decay_lr : LR updated to `8.398142e-05` 2021-04-14 13:45:37.463: INFO @log_profile : T train: 30.910348 2021-04-14 13:45:37.463: INFO @log_profile : T read data: 0.330156 2021-04-14 13:45:37.463: INFO @log_profile : T hooks: 3.072726 2021-04-14 13:45:37.463: INFO @main_loop : Epoch 254 done 2021-04-14 13:45:37.464: INFO @main_loop : Training epoch 255 2021-04-14 13:46:09.383: INFO @log_variables: train loss nanmean: 1.559356 2021-04-14 13:46:09.384: INFO @log_variables: train age_loss mean: 10.403937 2021-04-14 13:46:09.384: INFO @log_variables: train gender_loss mean: 0.341082 2021-04-14 13:46:09.384: INFO @log_variables: train age_mae mean: 9.750242 2021-04-14 13:46:09.384: INFO @log_variables: train gender_accuracy mean: 0.849816 2021-04-14 13:46:09.384: INFO @log_variables: train gender_confidence/loss nanmean: 0.072284 2021-04-14 13:46:09.384: INFO @log_variables: train gender_confidence/accuracy mean: 0.749910 2021-04-14 13:46:09.384: INFO @log_variables: train age_confidence/loss mean: 0.055242 2021-04-14 13:46:09.384: INFO @log_variables: train age_confidence/accuracy mean: 0.688707 2021-04-14 13:46:09.384: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 13:46:09.386: INFO @metrics_hook: train age_mae: 9.750 +-0.161 (13823) 2021-04-14 13:46:09.387: INFO @metrics_hook: train gender_accuracy: 0.850 +-0.006 (13823) 2021-04-14 13:46:11.910: INFO @decay_lr : LR updated to `8.356151e-05` 2021-04-14 13:46:11.911: INFO @log_profile : T train: 31.018534 2021-04-14 13:46:11.911: INFO @log_profile : T read data: 0.320344 2021-04-14 13:46:11.911: INFO @log_profile : T hooks: 3.055979 2021-04-14 13:46:11.912: INFO @main_loop : Epoch 255 done 2021-04-14 13:46:11.912: INFO @main_loop : Training epoch 256 2021-04-14 13:46:43.605: INFO @log_variables: train loss nanmean: 1.548720 2021-04-14 13:46:43.605: INFO @log_variables: train age_loss mean: 10.339238 2021-04-14 13:46:43.605: INFO @log_variables: train gender_loss mean: 0.333470 2021-04-14 13:46:43.605: INFO @log_variables: train age_mae mean: 9.684474 2021-04-14 13:46:43.605: INFO @log_variables: train gender_accuracy mean: 0.854465 2021-04-14 13:46:43.605: INFO @log_variables: train gender_confidence/loss nanmean: 0.072501 2021-04-14 13:46:43.605: INFO @log_variables: train gender_confidence/accuracy mean: 0.753365 2021-04-14 13:46:43.606: INFO @log_variables: train age_confidence/loss mean: 0.055048 2021-04-14 13:46:43.606: INFO @log_variables: train age_confidence/accuracy mean: 0.685410 2021-04-14 13:46:43.606: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 13:46:43.607: INFO @metrics_hook: train age_mae: 9.684 +-0.161 (13818) 2021-04-14 13:46:43.608: INFO @metrics_hook: train gender_accuracy: 0.854 +-0.006 (13818) 2021-04-14 13:46:45.932: INFO @decay_lr : LR updated to `8.31437e-05` 2021-04-14 13:46:45.933: INFO @log_profile : T train: 30.640173 2021-04-14 13:46:45.933: INFO @log_profile : T read data: 0.442122 2021-04-14 13:46:45.933: INFO @log_profile : T hooks: 2.884410 2021-04-14 13:46:45.933: INFO @main_loop : Epoch 256 done 2021-04-14 13:46:45.933: INFO @main_loop : Training epoch 257 2021-04-14 13:47:16.432: INFO @log_variables: train loss nanmean: 1.561778 2021-04-14 13:47:16.432: INFO @log_variables: train age_loss mean: 10.378144 2021-04-14 13:47:16.432: INFO @log_variables: train gender_loss mean: 0.329381 2021-04-14 13:47:16.432: INFO @log_variables: train age_mae mean: 9.723634 2021-04-14 13:47:16.432: INFO @log_variables: train gender_accuracy mean: 0.855903 2021-04-14 13:47:16.432: INFO @log_variables: train gender_confidence/loss nanmean: 0.071765 2021-04-14 13:47:16.432: INFO @log_variables: train gender_confidence/accuracy mean: 0.759983 2021-04-14 13:47:16.432: INFO @log_variables: train age_confidence/loss mean: 0.054656 2021-04-14 13:47:16.432: INFO @log_variables: train age_confidence/accuracy mean: 0.688368 2021-04-14 13:47:16.432: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 13:47:16.434: INFO @metrics_hook: train age_mae: 9.724 +-0.158 (13824) 2021-04-14 13:47:16.435: INFO @metrics_hook: train gender_accuracy: 0.856 +-0.006 (13824) 2021-04-14 13:47:18.805: INFO @decay_lr : LR updated to `8.272798e-05` 2021-04-14 13:47:18.807: INFO @log_profile : T train: 29.555661 2021-04-14 13:47:18.807: INFO @log_profile : T read data: 0.314594 2021-04-14 13:47:18.807: INFO @log_profile : T hooks: 2.946400 2021-04-14 13:47:18.807: INFO @main_loop : Epoch 257 done 2021-04-14 13:47:18.807: INFO @main_loop : Training epoch 258 2021-04-14 13:47:50.188: INFO @log_variables: train loss nanmean: 1.544365 2021-04-14 13:47:50.188: INFO @log_variables: train age_loss mean: 10.319761 2021-04-14 13:47:50.188: INFO @log_variables: train gender_loss mean: 0.323579 2021-04-14 13:47:50.188: INFO @log_variables: train age_mae mean: 9.669099 2021-04-14 13:47:50.188: INFO @log_variables: train gender_accuracy mean: 0.857132 2021-04-14 13:47:50.189: INFO @log_variables: train gender_confidence/loss nanmean: 0.071256 2021-04-14 13:47:50.189: INFO @log_variables: train gender_confidence/accuracy mean: 0.764251 2021-04-14 13:47:50.189: INFO @log_variables: train age_confidence/loss mean: 0.055388 2021-04-14 13:47:50.189: INFO @log_variables: train age_confidence/accuracy mean: 0.683449 2021-04-14 13:47:50.189: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 13:47:50.190: INFO @metrics_hook: train age_mae: 9.669 +-0.160 (13824) 2021-04-14 13:47:50.192: INFO @metrics_hook: train gender_accuracy: 0.857 +-0.006 (13824) 2021-04-14 13:47:52.651: INFO @decay_lr : LR updated to `8.231434e-05` 2021-04-14 13:47:52.652: INFO @log_profile : T train: 30.438409 2021-04-14 13:47:52.653: INFO @log_profile : T read data: 0.315855 2021-04-14 13:47:52.653: INFO @log_profile : T hooks: 3.035240 2021-04-14 13:47:52.653: INFO @main_loop : Epoch 258 done 2021-04-14 13:47:52.653: INFO @main_loop : Training epoch 259 2021-04-14 13:48:23.490: INFO @log_variables: train loss nanmean: 1.541629 2021-04-14 13:48:23.491: INFO @log_variables: train age_loss mean: 10.328159 2021-04-14 13:48:23.491: INFO @log_variables: train gender_loss mean: 0.320852 2021-04-14 13:48:23.491: INFO @log_variables: train age_mae mean: 9.671198 2021-04-14 13:48:23.491: INFO @log_variables: train gender_accuracy mean: 0.861330 2021-04-14 13:48:23.491: INFO @log_variables: train gender_confidence/loss nanmean: 0.071275 2021-04-14 13:48:23.491: INFO @log_variables: train gender_confidence/accuracy mean: 0.758124 2021-04-14 13:48:23.491: INFO @log_variables: train age_confidence/loss mean: 0.055227 2021-04-14 13:48:23.491: INFO @log_variables: train age_confidence/accuracy mean: 0.681624 2021-04-14 13:48:23.491: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 13:48:23.493: INFO @metrics_hook: train age_mae: 9.671 +-0.159 (13817) 2021-04-14 13:48:23.494: INFO @metrics_hook: train gender_accuracy: 0.861 +-0.006 (13817) 2021-04-14 13:48:26.031: INFO @decay_lr : LR updated to `8.190277e-05` 2021-04-14 13:48:26.033: INFO @log_profile : T train: 29.824079 2021-04-14 13:48:26.033: INFO @log_profile : T read data: 0.442835 2021-04-14 13:48:26.033: INFO @log_profile : T hooks: 3.060474 2021-04-14 13:48:26.033: INFO @main_loop : Epoch 259 done 2021-04-14 13:48:26.033: INFO @main_loop : Training epoch 260 2021-04-14 13:48:57.873: INFO @log_variables: train loss nanmean: 1.525845 2021-04-14 13:48:57.873: INFO @log_variables: train age_loss mean: 10.269470 2021-04-14 13:48:57.873: INFO @log_variables: train gender_loss mean: 0.330457 2021-04-14 13:48:57.873: INFO @log_variables: train age_mae mean: 9.616697 2021-04-14 13:48:57.873: INFO @log_variables: train gender_accuracy mean: 0.858362 2021-04-14 13:48:57.873: INFO @log_variables: train gender_confidence/loss nanmean: 0.073043 2021-04-14 13:48:57.873: INFO @log_variables: train gender_confidence/accuracy mean: 0.753906 2021-04-14 13:48:57.873: INFO @log_variables: train age_confidence/loss mean: 0.055145 2021-04-14 13:48:57.873: INFO @log_variables: train age_confidence/accuracy mean: 0.686849 2021-04-14 13:48:57.873: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 13:48:57.875: INFO @metrics_hook: train age_mae: 9.617 +-0.158 (13824) 2021-04-14 13:48:57.876: INFO @metrics_hook: train gender_accuracy: 0.858 +-0.006 (13824) 2021-04-14 13:49:00.362: INFO @decay_lr : LR updated to `8.149326e-05` 2021-04-14 13:49:00.365: INFO @log_profile : T train: 30.942764 2021-04-14 13:49:00.365: INFO @log_profile : T read data: 0.321121 2021-04-14 13:49:00.365: INFO @log_profile : T hooks: 3.015163 2021-04-14 13:49:00.365: INFO @main_loop : Epoch 260 done 2021-04-14 13:49:00.365: INFO @main_loop : Training epoch 261 2021-04-14 13:49:32.172: INFO @log_variables: train loss nanmean: 1.560551 2021-04-14 13:49:32.172: INFO @log_variables: train age_loss mean: 10.420753 2021-04-14 13:49:32.172: INFO @log_variables: train gender_loss mean: 0.336088 2021-04-14 13:49:32.173: INFO @log_variables: train age_mae mean: 9.763360 2021-04-14 13:49:32.173: INFO @log_variables: train gender_accuracy mean: 0.852286 2021-04-14 13:49:32.173: INFO @log_variables: train gender_confidence/loss nanmean: 0.072151 2021-04-14 13:49:32.173: INFO @log_variables: train gender_confidence/accuracy mean: 0.757740 2021-04-14 13:49:32.173: INFO @log_variables: train age_confidence/loss mean: 0.054566 2021-04-14 13:49:32.173: INFO @log_variables: train age_confidence/accuracy mean: 0.689308 2021-04-14 13:49:32.173: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 13:49:32.176: INFO @metrics_hook: train age_mae: 9.763 +-0.161 (13824) 2021-04-14 13:49:32.178: INFO @metrics_hook: train gender_accuracy: 0.852 +-0.006 (13824) 2021-04-14 13:49:34.586: INFO @decay_lr : LR updated to `8.108579e-05` 2021-04-14 13:49:34.587: INFO @log_profile : T train: 30.875049 2021-04-14 13:49:34.587: INFO @log_profile : T read data: 0.332258 2021-04-14 13:49:34.587: INFO @log_profile : T hooks: 2.959060 2021-04-14 13:49:34.588: INFO @main_loop : Epoch 261 done 2021-04-14 13:49:34.588: INFO @main_loop : Training epoch 262 2021-04-14 13:50:05.789: INFO @log_variables: train loss nanmean: 1.552752 2021-04-14 13:50:05.789: INFO @log_variables: train age_loss mean: 10.442147 2021-04-14 13:50:05.789: INFO @log_variables: train gender_loss mean: 0.340314 2021-04-14 13:50:05.789: INFO @log_variables: train age_mae mean: 9.786348 2021-04-14 13:50:05.789: INFO @log_variables: train gender_accuracy mean: 0.850412 2021-04-14 13:50:05.789: INFO @log_variables: train gender_confidence/loss nanmean: 0.072231 2021-04-14 13:50:05.790: INFO @log_variables: train gender_confidence/accuracy mean: 0.754595 2021-04-14 13:50:05.790: INFO @log_variables: train age_confidence/loss mean: 0.055215 2021-04-14 13:50:05.790: INFO @log_variables: train age_confidence/accuracy mean: 0.684687 2021-04-14 13:50:05.790: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 13:50:05.792: INFO @metrics_hook: train age_mae: 9.786 +-0.161 (13818) 2021-04-14 13:50:05.793: INFO @metrics_hook: train gender_accuracy: 0.850 +-0.006 (13818) 2021-04-14 13:50:08.273: INFO @decay_lr : LR updated to `8.068036e-05` 2021-04-14 13:50:08.274: INFO @log_profile : T train: 30.149307 2021-04-14 13:50:08.274: INFO @log_profile : T read data: 0.473831 2021-04-14 13:50:08.274: INFO @log_profile : T hooks: 3.009927 2021-04-14 13:50:08.274: INFO @main_loop : Epoch 262 done 2021-04-14 13:50:08.274: INFO @main_loop : Training epoch 263 2021-04-14 13:50:39.583: INFO @log_variables: train loss nanmean: 1.528933 2021-04-14 13:50:39.584: INFO @log_variables: train age_loss mean: 10.174303 2021-04-14 13:50:39.584: INFO @log_variables: train gender_loss mean: 0.325575 2021-04-14 13:50:39.584: INFO @log_variables: train age_mae mean: 9.523411 2021-04-14 13:50:39.584: INFO @log_variables: train gender_accuracy mean: 0.857639 2021-04-14 13:50:39.584: INFO @log_variables: train gender_confidence/loss nanmean: 0.070896 2021-04-14 13:50:39.584: INFO @log_variables: train gender_confidence/accuracy mean: 0.763166 2021-04-14 13:50:39.584: INFO @log_variables: train age_confidence/loss mean: 0.055582 2021-04-14 13:50:39.584: INFO @log_variables: train age_confidence/accuracy mean: 0.679688 2021-04-14 13:50:39.584: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 13:50:39.585: INFO @metrics_hook: train age_mae: 9.523 +-0.158 (13824) 2021-04-14 13:50:39.586: INFO @metrics_hook: train gender_accuracy: 0.858 +-0.006 (13824) 2021-04-14 13:50:42.022: INFO @decay_lr : LR updated to `8.027696e-05` 2021-04-14 13:50:42.023: INFO @log_profile : T train: 30.400647 2021-04-14 13:50:42.023: INFO @log_profile : T read data: 0.306495 2021-04-14 13:50:42.023: INFO @log_profile : T hooks: 2.987815 2021-04-14 13:50:42.023: INFO @main_loop : Epoch 263 done 2021-04-14 13:50:42.023: INFO @main_loop : Training epoch 264 2021-04-14 13:51:12.340: INFO @log_variables: train loss nanmean: 1.534678 2021-04-14 13:51:12.340: INFO @log_variables: train age_loss mean: 10.251180 2021-04-14 13:51:12.340: INFO @log_variables: train gender_loss mean: 0.319772 2021-04-14 13:51:12.340: INFO @log_variables: train age_mae mean: 9.599160 2021-04-14 13:51:12.340: INFO @log_variables: train gender_accuracy mean: 0.858652 2021-04-14 13:51:12.340: INFO @log_variables: train gender_confidence/loss nanmean: 0.070676 2021-04-14 13:51:12.340: INFO @log_variables: train gender_confidence/accuracy mean: 0.764251 2021-04-14 13:51:12.340: INFO @log_variables: train age_confidence/loss mean: 0.055048 2021-04-14 13:51:12.340: INFO @log_variables: train age_confidence/accuracy mean: 0.687862 2021-04-14 13:51:12.341: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 13:51:12.343: INFO @metrics_hook: train age_mae: 9.599 +-0.156 (13824) 2021-04-14 13:51:12.345: INFO @metrics_hook: train gender_accuracy: 0.859 +-0.006 (13824) 2021-04-14 13:51:14.649: INFO @decay_lr : LR updated to `7.987557e-05` 2021-04-14 13:51:14.651: INFO @log_profile : T train: 29.373992 2021-04-14 13:51:14.651: INFO @log_profile : T read data: 0.316832 2021-04-14 13:51:14.651: INFO @log_profile : T hooks: 2.882005 2021-04-14 13:51:14.651: INFO @main_loop : Epoch 264 done 2021-04-14 13:51:14.651: INFO @main_loop : Training epoch 265 2021-04-14 13:51:46.144: INFO @log_variables: train loss nanmean: 1.542138 2021-04-14 13:51:46.144: INFO @log_variables: train age_loss mean: 10.333722 2021-04-14 13:51:46.145: INFO @log_variables: train gender_loss mean: 0.325101 2021-04-14 13:51:46.145: INFO @log_variables: train age_mae mean: 9.677238 2021-04-14 13:51:46.145: INFO @log_variables: train gender_accuracy mean: 0.859097 2021-04-14 13:51:46.145: INFO @log_variables: train gender_confidence/loss nanmean: 0.071197 2021-04-14 13:51:46.145: INFO @log_variables: train gender_confidence/accuracy mean: 0.761036 2021-04-14 13:51:46.145: INFO @log_variables: train age_confidence/loss mean: 0.055644 2021-04-14 13:51:46.145: INFO @log_variables: train age_confidence/accuracy mean: 0.677594 2021-04-14 13:51:46.145: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 13:51:46.148: INFO @metrics_hook: train age_mae: 9.677 +-0.159 (13818) 2021-04-14 13:51:46.150: INFO @metrics_hook: train gender_accuracy: 0.859 +-0.006 (13818) 2021-04-14 13:51:48.682: INFO @decay_lr : LR updated to `7.9476195e-05` 2021-04-14 13:51:48.683: INFO @log_profile : T train: 30.427693 2021-04-14 13:51:48.683: INFO @log_profile : T read data: 0.444654 2021-04-14 13:51:48.683: INFO @log_profile : T hooks: 3.105910 2021-04-14 13:51:48.683: INFO @main_loop : Epoch 265 done 2021-04-14 13:51:48.683: INFO @main_loop : Training epoch 266 2021-04-14 13:52:19.578: INFO @log_variables: train loss nanmean: 1.541939 2021-04-14 13:52:19.578: INFO @log_variables: train age_loss mean: 10.199687 2021-04-14 13:52:19.578: INFO @log_variables: train gender_loss mean: 0.333307 2021-04-14 13:52:19.579: INFO @log_variables: train age_mae mean: 9.546624 2021-04-14 13:52:19.579: INFO @log_variables: train gender_accuracy mean: 0.852720 2021-04-14 13:52:19.579: INFO @log_variables: train gender_confidence/loss nanmean: 0.072094 2021-04-14 13:52:19.579: INFO @log_variables: train gender_confidence/accuracy mean: 0.755136 2021-04-14 13:52:19.579: INFO @log_variables: train age_confidence/loss mean: 0.055049 2021-04-14 13:52:19.579: INFO @log_variables: train age_confidence/accuracy mean: 0.687355 2021-04-14 13:52:19.579: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 13:52:19.581: INFO @metrics_hook: train age_mae: 9.547 +-0.154 (13824) 2021-04-14 13:52:19.582: INFO @metrics_hook: train gender_accuracy: 0.853 +-0.006 (13824) 2021-04-14 13:52:22.028: INFO @decay_lr : LR updated to `7.907881e-05` 2021-04-14 13:52:22.029: INFO @log_profile : T train: 29.997430 2021-04-14 13:52:22.030: INFO @log_profile : T read data: 0.317043 2021-04-14 13:52:22.030: INFO @log_profile : T hooks: 2.977178 2021-04-14 13:52:22.030: INFO @main_loop : Epoch 266 done 2021-04-14 13:52:22.030: INFO @main_loop : Training epoch 267 2021-04-14 13:52:52.552: INFO @log_variables: train loss nanmean: 1.528527 2021-04-14 13:52:52.552: INFO @log_variables: train age_loss mean: 10.130299 2021-04-14 13:52:52.552: INFO @log_variables: train gender_loss mean: 0.328708 2021-04-14 13:52:52.553: INFO @log_variables: train age_mae mean: 9.479631 2021-04-14 13:52:52.553: INFO @log_variables: train gender_accuracy mean: 0.855107 2021-04-14 13:52:52.553: INFO @log_variables: train gender_confidence/loss nanmean: 0.072157 2021-04-14 13:52:52.553: INFO @log_variables: train gender_confidence/accuracy mean: 0.761212 2021-04-14 13:52:52.553: INFO @log_variables: train age_confidence/loss mean: 0.055441 2021-04-14 13:52:52.553: INFO @log_variables: train age_confidence/accuracy mean: 0.683811 2021-04-14 13:52:52.553: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 13:52:52.556: INFO @metrics_hook: train age_mae: 9.480 +-0.155 (13824) 2021-04-14 13:52:52.558: INFO @metrics_hook: train gender_accuracy: 0.855 +-0.006 (13824) 2021-04-14 13:52:54.863: INFO @decay_lr : LR updated to `7.868341e-05` 2021-04-14 13:52:54.865: INFO @log_profile : T train: 29.623561 2021-04-14 13:52:54.865: INFO @log_profile : T read data: 0.326868 2021-04-14 13:52:54.865: INFO @log_profile : T hooks: 2.830955 2021-04-14 13:52:54.865: INFO @main_loop : Epoch 267 done 2021-04-14 13:52:54.865: INFO @main_loop : Training epoch 268 2021-04-14 13:53:25.694: INFO @log_variables: train loss nanmean: 1.512521 2021-04-14 13:53:25.694: INFO @log_variables: train age_loss mean: 10.123987 2021-04-14 13:53:25.694: INFO @log_variables: train gender_loss mean: 0.323595 2021-04-14 13:53:25.694: INFO @log_variables: train age_mae mean: 9.475273 2021-04-14 13:53:25.694: INFO @log_variables: train gender_accuracy mean: 0.859447 2021-04-14 13:53:25.694: INFO @log_variables: train gender_confidence/loss nanmean: 0.071718 2021-04-14 13:53:25.694: INFO @log_variables: train gender_confidence/accuracy mean: 0.756149 2021-04-14 13:53:25.694: INFO @log_variables: train age_confidence/loss mean: 0.055509 2021-04-14 13:53:25.694: INFO @log_variables: train age_confidence/accuracy mean: 0.682581 2021-04-14 13:53:25.694: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 13:53:25.696: INFO @metrics_hook: train age_mae: 9.475 +-0.156 (13824) 2021-04-14 13:53:25.697: INFO @metrics_hook: train gender_accuracy: 0.859 +-0.006 (13824) 2021-04-14 13:53:28.071: INFO @decay_lr : LR updated to `7.8289995e-05` 2021-04-14 13:53:28.072: INFO @log_profile : T train: 29.944856 2021-04-14 13:53:28.072: INFO @log_profile : T read data: 0.310339 2021-04-14 13:53:28.072: INFO @log_profile : T hooks: 2.895802 2021-04-14 13:53:28.072: INFO @main_loop : Epoch 268 done 2021-04-14 13:53:28.072: INFO @main_loop : Training epoch 269 2021-04-14 13:53:59.967: INFO @log_variables: train loss nanmean: 1.528351 2021-04-14 13:53:59.968: INFO @log_variables: train age_loss mean: 10.214476 2021-04-14 13:53:59.968: INFO @log_variables: train gender_loss mean: 0.323809 2021-04-14 13:53:59.968: INFO @log_variables: train age_mae mean: 9.561402 2021-04-14 13:53:59.968: INFO @log_variables: train gender_accuracy mean: 0.858663 2021-04-14 13:53:59.968: INFO @log_variables: train gender_confidence/loss nanmean: 0.071852 2021-04-14 13:53:59.968: INFO @log_variables: train gender_confidence/accuracy mean: 0.757563 2021-04-14 13:53:59.968: INFO @log_variables: train age_confidence/loss mean: 0.055948 2021-04-14 13:53:59.968: INFO @log_variables: train age_confidence/accuracy mean: 0.678680 2021-04-14 13:53:59.968: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 13:53:59.969: INFO @metrics_hook: train age_mae: 9.561 +-0.159 (13818) 2021-04-14 13:53:59.971: INFO @metrics_hook: train gender_accuracy: 0.859 +-0.006 (13818) 2021-04-14 13:54:02.470: INFO @decay_lr : LR updated to `7.789855e-05` 2021-04-14 13:54:02.472: INFO @log_profile : T train: 30.868423 2021-04-14 13:54:02.472: INFO @log_profile : T read data: 0.448756 2021-04-14 13:54:02.472: INFO @log_profile : T hooks: 3.029896 2021-04-14 13:54:02.472: INFO @main_loop : Epoch 269 done 2021-04-14 13:54:02.472: INFO @main_loop : Training epoch 270 2021-04-14 13:54:33.811: INFO @log_variables: train loss nanmean: 1.521653 2021-04-14 13:54:33.811: INFO @log_variables: train age_loss mean: 10.012026 2021-04-14 13:54:33.811: INFO @log_variables: train gender_loss mean: 0.336825 2021-04-14 13:54:33.811: INFO @log_variables: train age_mae mean: 9.361880 2021-04-14 13:54:33.811: INFO @log_variables: train gender_accuracy mean: 0.851924 2021-04-14 13:54:33.812: INFO @log_variables: train gender_confidence/loss nanmean: 0.072015 2021-04-14 13:54:33.812: INFO @log_variables: train gender_confidence/accuracy mean: 0.752604 2021-04-14 13:54:33.812: INFO @log_variables: train age_confidence/loss mean: 0.056075 2021-04-14 13:54:33.812: INFO @log_variables: train age_confidence/accuracy mean: 0.678819 2021-04-14 13:54:33.812: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 13:54:33.814: INFO @metrics_hook: train age_mae: 9.362 +-0.154 (13824) 2021-04-14 13:54:33.816: INFO @metrics_hook: train gender_accuracy: 0.852 +-0.006 (13824) 2021-04-14 13:54:36.114: INFO @decay_lr : LR updated to `7.750906e-05` 2021-04-14 13:54:36.115: INFO @log_profile : T train: 30.390678 2021-04-14 13:54:36.115: INFO @log_profile : T read data: 0.313663 2021-04-14 13:54:36.115: INFO @log_profile : T hooks: 2.884343 2021-04-14 13:54:36.115: INFO @main_loop : Epoch 270 done 2021-04-14 13:54:36.115: INFO @main_loop : Training epoch 271 2021-04-14 13:55:07.401: INFO @log_variables: train loss nanmean: 1.509254 2021-04-14 13:55:07.401: INFO @log_variables: train age_loss mean: 10.135444 2021-04-14 13:55:07.401: INFO @log_variables: train gender_loss mean: 0.332845 2021-04-14 13:55:07.401: INFO @log_variables: train age_mae mean: 9.481153 2021-04-14 13:55:07.401: INFO @log_variables: train gender_accuracy mean: 0.851345 2021-04-14 13:55:07.401: INFO @log_variables: train gender_confidence/loss nanmean: 0.070639 2021-04-14 13:55:07.401: INFO @log_variables: train gender_confidence/accuracy mean: 0.759332 2021-04-14 13:55:07.401: INFO @log_variables: train age_confidence/loss mean: 0.055437 2021-04-14 13:55:07.402: INFO @log_variables: train age_confidence/accuracy mean: 0.685113 2021-04-14 13:55:07.402: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 13:55:07.404: INFO @metrics_hook: train age_mae: 9.481 +-0.155 (13824) 2021-04-14 13:55:07.406: INFO @metrics_hook: train gender_accuracy: 0.851 +-0.006 (13824) 2021-04-14 13:55:09.702: INFO @decay_lr : LR updated to `7.712151e-05` 2021-04-14 13:55:09.704: INFO @log_profile : T train: 30.329148 2021-04-14 13:55:09.704: INFO @log_profile : T read data: 0.317817 2021-04-14 13:55:09.704: INFO @log_profile : T hooks: 2.885579 2021-04-14 13:55:09.704: INFO @main_loop : Epoch 271 done 2021-04-14 13:55:09.704: INFO @main_loop : Training epoch 272 2021-04-14 13:55:41.413: INFO @log_variables: train loss nanmean: 1.558649 2021-04-14 13:55:41.414: INFO @log_variables: train age_loss mean: 10.445457 2021-04-14 13:55:41.414: INFO @log_variables: train gender_loss mean: 0.327900 2021-04-14 13:55:41.414: INFO @log_variables: train age_mae mean: 9.789679 2021-04-14 13:55:41.414: INFO @log_variables: train gender_accuracy mean: 0.855623 2021-04-14 13:55:41.414: INFO @log_variables: train gender_confidence/loss nanmean: 0.071326 2021-04-14 13:55:41.414: INFO @log_variables: train gender_confidence/accuracy mean: 0.762628 2021-04-14 13:55:41.414: INFO @log_variables: train age_confidence/loss mean: 0.054813 2021-04-14 13:55:41.414: INFO @log_variables: train age_confidence/accuracy mean: 0.689680 2021-04-14 13:55:41.414: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 13:55:41.417: INFO @metrics_hook: train age_mae: 9.790 +-0.160 (13818) 2021-04-14 13:55:41.421: INFO @metrics_hook: train gender_accuracy: 0.856 +-0.006 (13818) 2021-04-14 13:55:43.846: INFO @decay_lr : LR updated to `7.67359e-05` 2021-04-14 13:55:43.848: INFO @log_profile : T train: 30.635885 2021-04-14 13:55:43.848: INFO @log_profile : T read data: 0.446823 2021-04-14 13:55:43.848: INFO @log_profile : T hooks: 3.006460 2021-04-14 13:55:43.848: INFO @main_loop : Epoch 272 done 2021-04-14 13:55:43.848: INFO @main_loop : Training epoch 273 2021-04-14 13:56:14.762: INFO @log_variables: train loss nanmean: 1.543660 2021-04-14 13:56:14.762: INFO @log_variables: train age_loss mean: 10.253461 2021-04-14 13:56:14.762: INFO @log_variables: train gender_loss mean: 0.323583 2021-04-14 13:56:14.762: INFO @log_variables: train age_mae mean: 9.601140 2021-04-14 13:56:14.762: INFO @log_variables: train gender_accuracy mean: 0.860822 2021-04-14 13:56:14.762: INFO @log_variables: train gender_confidence/loss nanmean: 0.072467 2021-04-14 13:56:14.762: INFO @log_variables: train gender_confidence/accuracy mean: 0.760055 2021-04-14 13:56:14.762: INFO @log_variables: train age_confidence/loss mean: 0.055768 2021-04-14 13:56:14.762: INFO @log_variables: train age_confidence/accuracy mean: 0.681351 2021-04-14 13:56:14.762: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 13:56:14.763: INFO @metrics_hook: train age_mae: 9.601 +-0.161 (13824) 2021-04-14 13:56:14.765: INFO @metrics_hook: train gender_accuracy: 0.861 +-0.006 (13824) 2021-04-14 13:56:16.960: INFO @decay_lr : LR updated to `7.635222e-05` 2021-04-14 13:56:16.961: INFO @log_profile : T train: 30.037757 2021-04-14 13:56:16.961: INFO @log_profile : T read data: 0.321635 2021-04-14 13:56:16.961: INFO @log_profile : T hooks: 2.700716 2021-04-14 13:56:16.961: INFO @main_loop : Epoch 273 done 2021-04-14 13:56:16.961: INFO @main_loop : Training epoch 274 2021-04-14 13:56:48.941: INFO @log_variables: train loss nanmean: 1.519547 2021-04-14 13:56:48.941: INFO @log_variables: train age_loss mean: 10.210170 2021-04-14 13:56:48.941: INFO @log_variables: train gender_loss mean: 0.328460 2021-04-14 13:56:48.941: INFO @log_variables: train age_mae mean: 9.558890 2021-04-14 13:56:48.941: INFO @log_variables: train gender_accuracy mean: 0.857050 2021-04-14 13:56:48.941: INFO @log_variables: train gender_confidence/loss nanmean: 0.072052 2021-04-14 13:56:48.942: INFO @log_variables: train gender_confidence/accuracy mean: 0.758446 2021-04-14 13:56:48.942: INFO @log_variables: train age_confidence/loss mean: 0.055363 2021-04-14 13:56:48.942: INFO @log_variables: train age_confidence/accuracy mean: 0.684801 2021-04-14 13:56:48.942: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 13:56:48.945: INFO @metrics_hook: train age_mae: 9.559 +-0.159 (13823) 2021-04-14 13:56:48.948: INFO @metrics_hook: train gender_accuracy: 0.857 +-0.006 (13823) 2021-04-14 13:56:51.413: INFO @decay_lr : LR updated to `7.5970456e-05` 2021-04-14 13:56:51.415: INFO @log_profile : T train: 31.048742 2021-04-14 13:56:51.415: INFO @log_profile : T read data: 0.336190 2021-04-14 13:56:51.415: INFO @log_profile : T hooks: 3.013640 2021-04-14 13:56:51.415: INFO @main_loop : Epoch 274 done 2021-04-14 13:56:51.416: INFO @main_loop : Training epoch 275 2021-04-14 13:57:22.429: INFO @log_variables: train loss nanmean: 1.517931 2021-04-14 13:57:22.430: INFO @log_variables: train age_loss mean: 10.060388 2021-04-14 13:57:22.430: INFO @log_variables: train gender_loss mean: 0.337574 2021-04-14 13:57:22.430: INFO @log_variables: train age_mae mean: 9.408304 2021-04-14 13:57:22.430: INFO @log_variables: train gender_accuracy mean: 0.850340 2021-04-14 13:57:22.430: INFO @log_variables: train gender_confidence/loss nanmean: 0.071774 2021-04-14 13:57:22.430: INFO @log_variables: train gender_confidence/accuracy mean: 0.750687 2021-04-14 13:57:22.430: INFO @log_variables: train age_confidence/loss mean: 0.055963 2021-04-14 13:57:22.430: INFO @log_variables: train age_confidence/accuracy mean: 0.681141 2021-04-14 13:57:22.430: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 13:57:22.434: INFO @metrics_hook: train age_mae: 9.408 +-0.155 (13818) 2021-04-14 13:57:22.436: INFO @metrics_hook: train gender_accuracy: 0.850 +-0.006 (13818) 2021-04-14 13:57:29.058: INFO @decay_lr : LR updated to `7.559061e-05` 2021-04-14 13:57:29.059: INFO @log_profile : T train: 29.997703 2021-04-14 13:57:29.059: INFO @log_profile : T read data: 0.445160 2021-04-14 13:57:29.059: INFO @log_profile : T hooks: 7.144507 2021-04-14 13:57:29.059: INFO @main_loop : Epoch 275 done 2021-04-14 13:57:29.059: INFO @main_loop : Training epoch 276 2021-04-14 13:57:59.612: INFO @log_variables: train loss nanmean: 1.508748 2021-04-14 13:57:59.612: INFO @log_variables: train age_loss mean: 10.168527 2021-04-14 13:57:59.612: INFO @log_variables: train gender_loss mean: 0.318418 2021-04-14 13:57:59.612: INFO @log_variables: train age_mae mean: 9.516352 2021-04-14 13:57:59.612: INFO @log_variables: train gender_accuracy mean: 0.858941 2021-04-14 13:57:59.613: INFO @log_variables: train gender_confidence/loss nanmean: 0.070386 2021-04-14 13:57:59.613: INFO @log_variables: train gender_confidence/accuracy mean: 0.762442 2021-04-14 13:57:59.613: INFO @log_variables: train age_confidence/loss mean: 0.055453 2021-04-14 13:57:59.613: INFO @log_variables: train age_confidence/accuracy mean: 0.684317 2021-04-14 13:57:59.613: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 13:57:59.614: INFO @metrics_hook: train age_mae: 9.516 +-0.156 (13824) 2021-04-14 13:57:59.616: INFO @metrics_hook: train gender_accuracy: 0.859 +-0.006 (13824) 2021-04-14 13:58:01.993: INFO @decay_lr : LR updated to `7.521266e-05` 2021-04-14 13:58:01.995: INFO @log_profile : T train: 29.658534 2021-04-14 13:58:01.995: INFO @log_profile : T read data: 0.311427 2021-04-14 13:58:01.995: INFO @log_profile : T hooks: 2.909706 2021-04-14 13:58:01.995: INFO @main_loop : Epoch 276 done 2021-04-14 13:58:01.995: INFO @main_loop : Training epoch 277 2021-04-14 13:58:33.573: INFO @log_variables: train loss nanmean: 1.538456 2021-04-14 13:58:33.573: INFO @log_variables: train age_loss mean: 10.104766 2021-04-14 13:58:33.573: INFO @log_variables: train gender_loss mean: 0.331408 2021-04-14 13:58:33.573: INFO @log_variables: train age_mae mean: 9.456236 2021-04-14 13:58:33.573: INFO @log_variables: train gender_accuracy mean: 0.855035 2021-04-14 13:58:33.574: INFO @log_variables: train gender_confidence/loss nanmean: 0.071804 2021-04-14 13:58:33.574: INFO @log_variables: train gender_confidence/accuracy mean: 0.756800 2021-04-14 13:58:33.574: INFO @log_variables: train age_confidence/loss mean: 0.056406 2021-04-14 13:58:33.574: INFO @log_variables: train age_confidence/accuracy mean: 0.676143 2021-04-14 13:58:33.574: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 13:58:33.576: INFO @metrics_hook: train age_mae: 9.456 +-0.158 (13824) 2021-04-14 13:58:33.578: INFO @metrics_hook: train gender_accuracy: 0.855 +-0.006 (13824) 2021-04-14 13:58:35.886: INFO @decay_lr : LR updated to `7.483659e-05` 2021-04-14 13:58:35.887: INFO @log_profile : T train: 30.602984 2021-04-14 13:58:35.887: INFO @log_profile : T read data: 0.319172 2021-04-14 13:58:35.887: INFO @log_profile : T hooks: 2.914690 2021-04-14 13:58:35.887: INFO @main_loop : Epoch 277 done 2021-04-14 13:58:35.887: INFO @main_loop : Training epoch 278 2021-04-14 13:59:07.152: INFO @log_variables: train loss nanmean: 1.512353 2021-04-14 13:59:07.152: INFO @log_variables: train age_loss mean: 10.086160 2021-04-14 13:59:07.153: INFO @log_variables: train gender_loss mean: 0.328160 2021-04-14 13:59:07.153: INFO @log_variables: train age_mae mean: 9.440467 2021-04-14 13:59:07.153: INFO @log_variables: train gender_accuracy mean: 0.857711 2021-04-14 13:59:07.153: INFO @log_variables: train gender_confidence/loss nanmean: 0.072038 2021-04-14 13:59:07.153: INFO @log_variables: train gender_confidence/accuracy mean: 0.764685 2021-04-14 13:59:07.153: INFO @log_variables: train age_confidence/loss mean: 0.055108 2021-04-14 13:59:07.153: INFO @log_variables: train age_confidence/accuracy mean: 0.687283 2021-04-14 13:59:07.153: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 13:59:07.155: INFO @metrics_hook: train age_mae: 9.440 +-0.154 (13824) 2021-04-14 13:59:07.157: INFO @metrics_hook: train gender_accuracy: 0.858 +-0.006 (13824) 2021-04-14 13:59:09.459: INFO @decay_lr : LR updated to `7.446241e-05` 2021-04-14 13:59:09.461: INFO @log_profile : T train: 30.323508 2021-04-14 13:59:09.461: INFO @log_profile : T read data: 0.318001 2021-04-14 13:59:09.461: INFO @log_profile : T hooks: 2.876641 2021-04-14 13:59:09.461: INFO @main_loop : Epoch 278 done 2021-04-14 13:59:09.461: INFO @main_loop : Training epoch 279 2021-04-14 13:59:40.192: INFO @log_variables: train loss nanmean: 1.533593 2021-04-14 13:59:40.193: INFO @log_variables: train age_loss mean: 10.127620 2021-04-14 13:59:40.193: INFO @log_variables: train gender_loss mean: 0.324296 2021-04-14 13:59:40.193: INFO @log_variables: train age_mae mean: 9.477612 2021-04-14 13:59:40.193: INFO @log_variables: train gender_accuracy mean: 0.858880 2021-04-14 13:59:40.193: INFO @log_variables: train gender_confidence/loss nanmean: 0.071817 2021-04-14 13:59:40.193: INFO @log_variables: train gender_confidence/accuracy mean: 0.753799 2021-04-14 13:59:40.193: INFO @log_variables: train age_confidence/loss mean: 0.055060 2021-04-14 13:59:40.193: INFO @log_variables: train age_confidence/accuracy mean: 0.685338 2021-04-14 13:59:40.193: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 13:59:40.194: INFO @metrics_hook: train age_mae: 9.478 +-0.156 (13818) 2021-04-14 13:59:40.196: INFO @metrics_hook: train gender_accuracy: 0.859 +-0.006 (13818) 2021-04-14 13:59:42.514: INFO @decay_lr : LR updated to `7.40901e-05` 2021-04-14 13:59:42.516: INFO @log_profile : T train: 29.683477 2021-04-14 13:59:42.516: INFO @log_profile : T read data: 0.454420 2021-04-14 13:59:42.516: INFO @log_profile : T hooks: 2.861624 2021-04-14 13:59:42.516: INFO @main_loop : Epoch 279 done 2021-04-14 13:59:42.516: INFO @main_loop : Training epoch 280 2021-04-14 14:00:14.323: INFO @log_variables: train loss nanmean: 1.519832 2021-04-14 14:00:14.323: INFO @log_variables: train age_loss mean: 10.144215 2021-04-14 14:00:14.323: INFO @log_variables: train gender_loss mean: 0.323659 2021-04-14 14:00:14.323: INFO @log_variables: train age_mae mean: 9.492094 2021-04-14 14:00:14.323: INFO @log_variables: train gender_accuracy mean: 0.859954 2021-04-14 14:00:14.324: INFO @log_variables: train gender_confidence/loss nanmean: 0.071716 2021-04-14 14:00:14.324: INFO @log_variables: train gender_confidence/accuracy mean: 0.756583 2021-04-14 14:00:14.324: INFO @log_variables: train age_confidence/loss mean: 0.055718 2021-04-14 14:00:14.324: INFO @log_variables: train age_confidence/accuracy mean: 0.681930 2021-04-14 14:00:14.324: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 14:00:14.328: INFO @metrics_hook: train age_mae: 9.492 +-0.158 (13824) 2021-04-14 14:00:14.331: INFO @metrics_hook: train gender_accuracy: 0.860 +-0.006 (13824) 2021-04-14 14:00:16.761: INFO @decay_lr : LR updated to `7.371965e-05` 2021-04-14 14:00:16.762: INFO @log_profile : T train: 30.896639 2021-04-14 14:00:16.762: INFO @log_profile : T read data: 0.321872 2021-04-14 14:00:16.762: INFO @log_profile : T hooks: 2.968015 2021-04-14 14:00:16.763: INFO @main_loop : Epoch 280 done 2021-04-14 14:00:16.763: INFO @main_loop : Training epoch 281 2021-04-14 14:00:47.606: INFO @log_variables: train loss nanmean: 1.510795 2021-04-14 14:00:47.607: INFO @log_variables: train age_loss mean: 10.114580 2021-04-14 14:00:47.607: INFO @log_variables: train gender_loss mean: 0.322468 2021-04-14 14:00:47.607: INFO @log_variables: train age_mae mean: 9.465914 2021-04-14 14:00:47.607: INFO @log_variables: train gender_accuracy mean: 0.860305 2021-04-14 14:00:47.607: INFO @log_variables: train gender_confidence/loss nanmean: 0.071423 2021-04-14 14:00:47.607: INFO @log_variables: train gender_confidence/accuracy mean: 0.760399 2021-04-14 14:00:47.607: INFO @log_variables: train age_confidence/loss mean: 0.055830 2021-04-14 14:00:47.607: INFO @log_variables: train age_confidence/accuracy mean: 0.682992 2021-04-14 14:00:47.607: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 14:00:47.610: INFO @metrics_hook: train age_mae: 9.466 +-0.155 (13823) 2021-04-14 14:00:47.613: INFO @metrics_hook: train gender_accuracy: 0.860 +-0.006 (13823) 2021-04-14 14:00:50.158: INFO @decay_lr : LR updated to `7.335105e-05` 2021-04-14 14:00:50.159: INFO @log_profile : T train: 29.937050 2021-04-14 14:00:50.159: INFO @log_profile : T read data: 0.319290 2021-04-14 14:00:50.159: INFO @log_profile : T hooks: 3.086875 2021-04-14 14:00:50.159: INFO @main_loop : Epoch 281 done 2021-04-14 14:00:50.159: INFO @main_loop : Training epoch 282 2021-04-14 14:01:21.897: INFO @log_variables: train loss nanmean: 1.526407 2021-04-14 14:01:21.897: INFO @log_variables: train age_loss mean: 10.193163 2021-04-14 14:01:21.897: INFO @log_variables: train gender_loss mean: 0.329277 2021-04-14 14:01:21.897: INFO @log_variables: train age_mae mean: 9.540210 2021-04-14 14:01:21.897: INFO @log_variables: train gender_accuracy mean: 0.857071 2021-04-14 14:01:21.897: INFO @log_variables: train gender_confidence/loss nanmean: 0.071753 2021-04-14 14:01:21.897: INFO @log_variables: train gender_confidence/accuracy mean: 0.759517 2021-04-14 14:01:21.897: INFO @log_variables: train age_confidence/loss mean: 0.055661 2021-04-14 14:01:21.897: INFO @log_variables: train age_confidence/accuracy mean: 0.684687 2021-04-14 14:01:21.897: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 14:01:21.899: INFO @metrics_hook: train age_mae: 9.540 +-0.157 (13818) 2021-04-14 14:01:21.900: INFO @metrics_hook: train gender_accuracy: 0.857 +-0.006 (13818) 2021-04-14 14:01:24.266: INFO @decay_lr : LR updated to `7.29843e-05` 2021-04-14 14:01:24.267: INFO @log_profile : T train: 30.726514 2021-04-14 14:01:24.267: INFO @log_profile : T read data: 0.430148 2021-04-14 14:01:24.267: INFO @log_profile : T hooks: 2.899213 2021-04-14 14:01:24.267: INFO @main_loop : Epoch 282 done 2021-04-14 14:01:24.267: INFO @main_loop : Training epoch 283 2021-04-14 14:01:54.644: INFO @log_variables: train loss nanmean: 1.497910 2021-04-14 14:01:54.644: INFO @log_variables: train age_loss mean: 10.095402 2021-04-14 14:01:54.644: INFO @log_variables: train gender_loss mean: 0.324482 2021-04-14 14:01:54.644: INFO @log_variables: train age_mae mean: 9.447693 2021-04-14 14:01:54.645: INFO @log_variables: train gender_accuracy mean: 0.856843 2021-04-14 14:01:54.645: INFO @log_variables: train gender_confidence/loss nanmean: 0.071802 2021-04-14 14:01:54.645: INFO @log_variables: train gender_confidence/accuracy mean: 0.764106 2021-04-14 14:01:54.645: INFO @log_variables: train age_confidence/loss mean: 0.055696 2021-04-14 14:01:54.645: INFO @log_variables: train age_confidence/accuracy mean: 0.681207 2021-04-14 14:01:54.645: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 14:01:54.646: INFO @metrics_hook: train age_mae: 9.448 +-0.158 (13824) 2021-04-14 14:01:54.648: INFO @metrics_hook: train gender_accuracy: 0.857 +-0.006 (13824) 2021-04-14 14:01:56.855: INFO @decay_lr : LR updated to `7.261938e-05` 2021-04-14 14:01:56.856: INFO @log_profile : T train: 29.462742 2021-04-14 14:01:56.856: INFO @log_profile : T read data: 0.314791 2021-04-14 14:01:56.856: INFO @log_profile : T hooks: 2.758452 2021-04-14 14:01:56.856: INFO @main_loop : Epoch 283 done 2021-04-14 14:01:56.856: INFO @main_loop : Training epoch 284 2021-04-14 14:02:27.992: INFO @log_variables: train loss nanmean: 1.509750 2021-04-14 14:02:27.992: INFO @log_variables: train age_loss mean: 10.050793 2021-04-14 14:02:27.992: INFO @log_variables: train gender_loss mean: 0.316741 2021-04-14 14:02:27.992: INFO @log_variables: train age_mae mean: 9.402511 2021-04-14 14:02:27.992: INFO @log_variables: train gender_accuracy mean: 0.860822 2021-04-14 14:02:27.992: INFO @log_variables: train gender_confidence/loss nanmean: 0.070214 2021-04-14 14:02:27.992: INFO @log_variables: train gender_confidence/accuracy mean: 0.767289 2021-04-14 14:02:27.993: INFO @log_variables: train age_confidence/loss mean: 0.055851 2021-04-14 14:02:27.993: INFO @log_variables: train age_confidence/accuracy mean: 0.680556 2021-04-14 14:02:27.993: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 14:02:27.995: INFO @metrics_hook: train age_mae: 9.403 +-0.157 (13824) 2021-04-14 14:02:27.999: INFO @metrics_hook: train gender_accuracy: 0.861 +-0.006 (13824) 2021-04-14 14:02:30.199: INFO @decay_lr : LR updated to `7.225628e-05` 2021-04-14 14:02:30.200: INFO @log_profile : T train: 30.182570 2021-04-14 14:02:30.201: INFO @log_profile : T read data: 0.306128 2021-04-14 14:02:30.201: INFO @log_profile : T hooks: 2.801868 2021-04-14 14:02:30.201: INFO @main_loop : Epoch 284 done 2021-04-14 14:02:30.201: INFO @main_loop : Training epoch 285 2021-04-14 14:03:01.786: INFO @log_variables: train loss nanmean: 1.518738 2021-04-14 14:03:01.787: INFO @log_variables: train age_loss mean: 10.174248 2021-04-14 14:03:01.787: INFO @log_variables: train gender_loss mean: 0.325649 2021-04-14 14:03:01.787: INFO @log_variables: train age_mae mean: 9.524685 2021-04-14 14:03:01.787: INFO @log_variables: train gender_accuracy mean: 0.855116 2021-04-14 14:03:01.787: INFO @log_variables: train gender_confidence/loss nanmean: 0.070238 2021-04-14 14:03:01.787: INFO @log_variables: train gender_confidence/accuracy mean: 0.764365 2021-04-14 14:03:01.787: INFO @log_variables: train age_confidence/loss mean: 0.055669 2021-04-14 14:03:01.787: INFO @log_variables: train age_confidence/accuracy mean: 0.681719 2021-04-14 14:03:01.787: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 14:03:01.789: INFO @metrics_hook: train age_mae: 9.525 +-0.157 (13818) 2021-04-14 14:03:01.792: INFO @metrics_hook: train gender_accuracy: 0.855 +-0.006 (13818) 2021-04-14 14:03:03.921: INFO @decay_lr : LR updated to `7.1895e-05` 2021-04-14 14:03:03.923: INFO @log_profile : T train: 30.463947 2021-04-14 14:03:03.923: INFO @log_profile : T read data: 0.437455 2021-04-14 14:03:03.923: INFO @log_profile : T hooks: 2.765353 2021-04-14 14:03:03.923: INFO @main_loop : Epoch 285 done 2021-04-14 14:03:03.923: INFO @main_loop : Training epoch 286 2021-04-14 14:03:35.798: INFO @log_variables: train loss nanmean: 1.495902 2021-04-14 14:03:35.798: INFO @log_variables: train age_loss mean: 10.022162 2021-04-14 14:03:35.798: INFO @log_variables: train gender_loss mean: 0.317362 2021-04-14 14:03:35.798: INFO @log_variables: train age_mae mean: 9.374701 2021-04-14 14:03:35.798: INFO @log_variables: train gender_accuracy mean: 0.862051 2021-04-14 14:03:35.798: INFO @log_variables: train gender_confidence/loss nanmean: 0.071611 2021-04-14 14:03:35.798: INFO @log_variables: train gender_confidence/accuracy mean: 0.759404 2021-04-14 14:03:35.798: INFO @log_variables: train age_confidence/loss mean: 0.055789 2021-04-14 14:03:35.798: INFO @log_variables: train age_confidence/accuracy mean: 0.682798 2021-04-14 14:03:35.798: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 14:03:35.800: INFO @metrics_hook: train age_mae: 9.375 +-0.156 (13824) 2021-04-14 14:03:35.802: INFO @metrics_hook: train gender_accuracy: 0.862 +-0.006 (13824) 2021-04-14 14:03:38.238: INFO @decay_lr : LR updated to `7.153553e-05` 2021-04-14 14:03:38.239: INFO @log_profile : T train: 30.950765 2021-04-14 14:03:38.239: INFO @log_profile : T read data: 0.322860 2021-04-14 14:03:38.239: INFO @log_profile : T hooks: 2.987446 2021-04-14 14:03:38.239: INFO @main_loop : Epoch 286 done 2021-04-14 14:03:38.239: INFO @main_loop : Training epoch 287 2021-04-14 14:04:09.843: INFO @log_variables: train loss nanmean: 1.520233 2021-04-14 14:04:09.843: INFO @log_variables: train age_loss mean: 10.019701 2021-04-14 14:04:09.843: INFO @log_variables: train gender_loss mean: 0.328049 2021-04-14 14:04:09.843: INFO @log_variables: train age_mae mean: 9.373978 2021-04-14 14:04:09.843: INFO @log_variables: train gender_accuracy mean: 0.857494 2021-04-14 14:04:09.843: INFO @log_variables: train gender_confidence/loss nanmean: 0.072281 2021-04-14 14:04:09.843: INFO @log_variables: train gender_confidence/accuracy mean: 0.760851 2021-04-14 14:04:09.843: INFO @log_variables: train age_confidence/loss mean: 0.055860 2021-04-14 14:04:09.843: INFO @log_variables: train age_confidence/accuracy mean: 0.677445 2021-04-14 14:04:09.843: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 14:04:09.845: INFO @metrics_hook: train age_mae: 9.374 +-0.156 (13824) 2021-04-14 14:04:09.846: INFO @metrics_hook: train gender_accuracy: 0.857 +-0.006 (13824) 2021-04-14 14:04:12.098: INFO @decay_lr : LR updated to `7.117785e-05` 2021-04-14 14:04:12.099: INFO @log_profile : T train: 30.712427 2021-04-14 14:04:12.099: INFO @log_profile : T read data: 0.313011 2021-04-14 14:04:12.099: INFO @log_profile : T hooks: 2.782077 2021-04-14 14:04:12.099: INFO @main_loop : Epoch 287 done 2021-04-14 14:04:12.099: INFO @main_loop : Training epoch 288 2021-04-14 14:04:43.632: INFO @log_variables: train loss nanmean: 1.509238 2021-04-14 14:04:43.632: INFO @log_variables: train age_loss mean: 10.075408 2021-04-14 14:04:43.632: INFO @log_variables: train gender_loss mean: 0.318867 2021-04-14 14:04:43.632: INFO @log_variables: train age_mae mean: 9.427324 2021-04-14 14:04:43.632: INFO @log_variables: train gender_accuracy mean: 0.862064 2021-04-14 14:04:43.632: INFO @log_variables: train gender_confidence/loss nanmean: 0.072249 2021-04-14 14:04:43.632: INFO @log_variables: train gender_confidence/accuracy mean: 0.760819 2021-04-14 14:04:43.632: INFO @log_variables: train age_confidence/loss mean: 0.055781 2021-04-14 14:04:43.632: INFO @log_variables: train age_confidence/accuracy mean: 0.682226 2021-04-14 14:04:43.632: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 14:04:43.634: INFO @metrics_hook: train age_mae: 9.427 +-0.157 (13818) 2021-04-14 14:04:43.636: INFO @metrics_hook: train gender_accuracy: 0.862 +-0.006 (13818) 2021-04-14 14:04:45.957: INFO @decay_lr : LR updated to `7.082196e-05` 2021-04-14 14:04:45.958: INFO @log_profile : T train: 30.498145 2021-04-14 14:04:45.959: INFO @log_profile : T read data: 0.450256 2021-04-14 14:04:45.959: INFO @log_profile : T hooks: 2.858644 2021-04-14 14:04:45.959: INFO @main_loop : Epoch 288 done 2021-04-14 14:04:45.959: INFO @main_loop : Training epoch 289 2021-04-14 14:05:17.304: INFO @log_variables: train loss nanmean: 1.490873 2021-04-14 14:05:17.306: INFO @log_variables: train age_loss mean: 9.938939 2021-04-14 14:05:17.306: INFO @log_variables: train gender_loss mean: 0.316567 2021-04-14 14:05:17.306: INFO @log_variables: train age_mae mean: 9.290592 2021-04-14 14:05:17.307: INFO @log_variables: train gender_accuracy mean: 0.863715 2021-04-14 14:05:17.307: INFO @log_variables: train gender_confidence/loss nanmean: 0.071192 2021-04-14 14:05:17.307: INFO @log_variables: train gender_confidence/accuracy mean: 0.769676 2021-04-14 14:05:17.307: INFO @log_variables: train age_confidence/loss mean: 0.056650 2021-04-14 14:05:17.307: INFO @log_variables: train age_confidence/accuracy mean: 0.670862 2021-04-14 14:05:17.307: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 14:05:17.309: INFO @metrics_hook: train age_mae: 9.291 +-0.153 (13824) 2021-04-14 14:05:17.311: INFO @metrics_hook: train gender_accuracy: 0.864 +-0.006 (13824) 2021-04-14 14:05:19.719: INFO @decay_lr : LR updated to `7.046785e-05` 2021-04-14 14:05:19.721: INFO @log_profile : T train: 30.456555 2021-04-14 14:05:19.721: INFO @log_profile : T read data: 0.319128 2021-04-14 14:05:19.721: INFO @log_profile : T hooks: 2.934825 2021-04-14 14:05:19.721: INFO @main_loop : Epoch 289 done 2021-04-14 14:05:19.721: INFO @main_loop : Training epoch 290 2021-04-14 14:05:50.986: INFO @log_variables: train loss nanmean: 1.486712 2021-04-14 14:05:50.987: INFO @log_variables: train age_loss mean: 9.996300 2021-04-14 14:05:50.987: INFO @log_variables: train gender_loss mean: 0.308733 2021-04-14 14:05:50.987: INFO @log_variables: train age_mae mean: 9.349272 2021-04-14 14:05:50.987: INFO @log_variables: train gender_accuracy mean: 0.866030 2021-04-14 14:05:50.987: INFO @log_variables: train gender_confidence/loss nanmean: 0.069619 2021-04-14 14:05:50.987: INFO @log_variables: train gender_confidence/accuracy mean: 0.769604 2021-04-14 14:05:50.987: INFO @log_variables: train age_confidence/loss mean: 0.056256 2021-04-14 14:05:50.987: INFO @log_variables: train age_confidence/accuracy mean: 0.682147 2021-04-14 14:05:50.987: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 14:05:50.989: INFO @metrics_hook: train age_mae: 9.349 +-0.156 (13824) 2021-04-14 14:05:50.991: INFO @metrics_hook: train gender_accuracy: 0.866 +-0.006 (13824) 2021-04-14 14:05:53.107: INFO @decay_lr : LR updated to `7.0115515e-05` 2021-04-14 14:05:53.108: INFO @log_profile : T train: 30.337727 2021-04-14 14:05:53.108: INFO @log_profile : T read data: 0.303697 2021-04-14 14:05:53.108: INFO @log_profile : T hooks: 2.693148 2021-04-14 14:05:53.109: INFO @main_loop : Epoch 290 done 2021-04-14 14:05:53.109: INFO @main_loop : Training epoch 291 2021-04-14 14:06:23.999: INFO @log_variables: train loss nanmean: 1.512172 2021-04-14 14:06:23.999: INFO @log_variables: train age_loss mean: 10.055147 2021-04-14 14:06:23.999: INFO @log_variables: train gender_loss mean: 0.330191 2021-04-14 14:06:23.999: INFO @log_variables: train age_mae mean: 9.408828 2021-04-14 14:06:23.999: INFO @log_variables: train gender_accuracy mean: 0.855396 2021-04-14 14:06:23.999: INFO @log_variables: train gender_confidence/loss nanmean: 0.071824 2021-04-14 14:06:24.000: INFO @log_variables: train gender_confidence/accuracy mean: 0.758102 2021-04-14 14:06:24.000: INFO @log_variables: train age_confidence/loss mean: 0.055743 2021-04-14 14:06:24.000: INFO @log_variables: train age_confidence/accuracy mean: 0.681207 2021-04-14 14:06:24.000: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 14:06:24.002: INFO @metrics_hook: train age_mae: 9.409 +-0.155 (13824) 2021-04-14 14:06:24.004: INFO @metrics_hook: train gender_accuracy: 0.855 +-0.006 (13824) 2021-04-14 14:06:26.141: INFO @decay_lr : LR updated to `6.976494e-05` 2021-04-14 14:06:26.143: INFO @log_profile : T train: 29.971323 2021-04-14 14:06:26.143: INFO @log_profile : T read data: 0.308814 2021-04-14 14:06:26.143: INFO @log_profile : T hooks: 2.700708 2021-04-14 14:06:26.143: INFO @main_loop : Epoch 291 done 2021-04-14 14:06:26.143: INFO @main_loop : Training epoch 292 2021-04-14 14:06:57.288: INFO @log_variables: train loss nanmean: 1.508224 2021-04-14 14:06:57.288: INFO @log_variables: train age_loss mean: 10.050640 2021-04-14 14:06:57.289: INFO @log_variables: train gender_loss mean: 0.325968 2021-04-14 14:06:57.289: INFO @log_variables: train age_mae mean: 9.397549 2021-04-14 14:06:57.289: INFO @log_variables: train gender_accuracy mean: 0.857939 2021-04-14 14:06:57.289: INFO @log_variables: train gender_confidence/loss nanmean: 0.071506 2021-04-14 14:06:57.289: INFO @log_variables: train gender_confidence/accuracy mean: 0.760964 2021-04-14 14:06:57.289: INFO @log_variables: train age_confidence/loss mean: 0.056216 2021-04-14 14:06:57.289: INFO @log_variables: train age_confidence/accuracy mean: 0.677160 2021-04-14 14:06:57.289: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 14:06:57.291: INFO @metrics_hook: train age_mae: 9.398 +-0.156 (13818) 2021-04-14 14:06:57.293: INFO @metrics_hook: train gender_accuracy: 0.858 +-0.006 (13818) 2021-04-14 14:06:59.529: INFO @decay_lr : LR updated to `6.941611e-05` 2021-04-14 14:06:59.531: INFO @log_profile : T train: 30.075417 2021-04-14 14:06:59.531: INFO @log_profile : T read data: 0.440186 2021-04-14 14:06:59.531: INFO @log_profile : T hooks: 2.818478 2021-04-14 14:06:59.531: INFO @main_loop : Epoch 292 done 2021-04-14 14:06:59.531: INFO @main_loop : Training epoch 293 2021-04-14 14:07:31.146: INFO @log_variables: train loss nanmean: 1.487554 2021-04-14 14:07:31.147: INFO @log_variables: train age_loss mean: 9.973808 2021-04-14 14:07:31.147: INFO @log_variables: train gender_loss mean: 0.316426 2021-04-14 14:07:31.147: INFO @log_variables: train age_mae mean: 9.325006 2021-04-14 14:07:31.147: INFO @log_variables: train gender_accuracy mean: 0.863643 2021-04-14 14:07:31.147: INFO @log_variables: train gender_confidence/loss nanmean: 0.071343 2021-04-14 14:07:31.147: INFO @log_variables: train gender_confidence/accuracy mean: 0.760778 2021-04-14 14:07:31.147: INFO @log_variables: train age_confidence/loss mean: 0.056839 2021-04-14 14:07:31.147: INFO @log_variables: train age_confidence/accuracy mean: 0.672888 2021-04-14 14:07:31.147: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 14:07:31.148: INFO @metrics_hook: train age_mae: 9.325 +-0.157 (13824) 2021-04-14 14:07:31.150: INFO @metrics_hook: train gender_accuracy: 0.864 +-0.006 (13824) 2021-04-14 14:07:33.414: INFO @decay_lr : LR updated to `6.9069036e-05` 2021-04-14 14:07:33.416: INFO @log_profile : T train: 30.703345 2021-04-14 14:07:33.416: INFO @log_profile : T read data: 0.320387 2021-04-14 14:07:33.416: INFO @log_profile : T hooks: 2.806567 2021-04-14 14:07:33.416: INFO @main_loop : Epoch 293 done 2021-04-14 14:07:33.416: INFO @main_loop : Training epoch 294 2021-04-14 14:08:04.532: INFO @log_variables: train loss nanmean: 1.496995 2021-04-14 14:08:04.533: INFO @log_variables: train age_loss mean: 10.042062 2021-04-14 14:08:04.533: INFO @log_variables: train gender_loss mean: 0.317651 2021-04-14 14:08:04.533: INFO @log_variables: train age_mae mean: 9.391473 2021-04-14 14:08:04.533: INFO @log_variables: train gender_accuracy mean: 0.862630 2021-04-14 14:08:04.533: INFO @log_variables: train gender_confidence/loss nanmean: 0.071347 2021-04-14 14:08:04.533: INFO @log_variables: train gender_confidence/accuracy mean: 0.765770 2021-04-14 14:08:04.533: INFO @log_variables: train age_confidence/loss mean: 0.056320 2021-04-14 14:08:04.533: INFO @log_variables: train age_confidence/accuracy mean: 0.677445 2021-04-14 14:08:04.533: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 14:08:04.535: INFO @metrics_hook: train age_mae: 9.391 +-0.157 (13824) 2021-04-14 14:08:04.536: INFO @metrics_hook: train gender_accuracy: 0.863 +-0.006 (13824) 2021-04-14 14:08:06.872: INFO @decay_lr : LR updated to `6.872369e-05` 2021-04-14 14:08:06.873: INFO @log_profile : T train: 30.219615 2021-04-14 14:08:06.873: INFO @log_profile : T read data: 0.321950 2021-04-14 14:08:06.873: INFO @log_profile : T hooks: 2.860468 2021-04-14 14:08:06.873: INFO @main_loop : Epoch 294 done 2021-04-14 14:08:06.873: INFO @main_loop : Training epoch 295 2021-04-14 14:08:38.272: INFO @log_variables: train loss nanmean: 1.505823 2021-04-14 14:08:38.272: INFO @log_variables: train age_loss mean: 10.001138 2021-04-14 14:08:38.272: INFO @log_variables: train gender_loss mean: 0.322281 2021-04-14 14:08:38.273: INFO @log_variables: train age_mae mean: 9.352110 2021-04-14 14:08:38.273: INFO @log_variables: train gender_accuracy mean: 0.857867 2021-04-14 14:08:38.273: INFO @log_variables: train gender_confidence/loss nanmean: 0.070317 2021-04-14 14:08:38.273: INFO @log_variables: train gender_confidence/accuracy mean: 0.761832 2021-04-14 14:08:38.273: INFO @log_variables: train age_confidence/loss mean: 0.056425 2021-04-14 14:08:38.273: INFO @log_variables: train age_confidence/accuracy mean: 0.672311 2021-04-14 14:08:38.273: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 14:08:38.275: INFO @metrics_hook: train age_mae: 9.352 +-0.157 (13818) 2021-04-14 14:08:38.277: INFO @metrics_hook: train gender_accuracy: 0.858 +-0.006 (13818) 2021-04-14 14:08:40.584: INFO @decay_lr : LR updated to `6.838007e-05` 2021-04-14 14:08:40.585: INFO @log_profile : T train: 30.385795 2021-04-14 14:08:40.585: INFO @log_profile : T read data: 0.430814 2021-04-14 14:08:40.585: INFO @log_profile : T hooks: 2.843428 2021-04-14 14:08:40.586: INFO @main_loop : Epoch 295 done 2021-04-14 14:08:40.586: INFO @main_loop : Training epoch 296 2021-04-14 14:09:11.668: INFO @log_variables: train loss nanmean: 1.498330 2021-04-14 14:09:11.668: INFO @log_variables: train age_loss mean: 10.101592 2021-04-14 14:09:11.668: INFO @log_variables: train gender_loss mean: 0.314791 2021-04-14 14:09:11.668: INFO @log_variables: train age_mae mean: 9.455358 2021-04-14 14:09:11.668: INFO @log_variables: train gender_accuracy mean: 0.862341 2021-04-14 14:09:11.668: INFO @log_variables: train gender_confidence/loss nanmean: 0.070206 2021-04-14 14:09:11.668: INFO @log_variables: train gender_confidence/accuracy mean: 0.767940 2021-04-14 14:09:11.668: INFO @log_variables: train age_confidence/loss mean: 0.054904 2021-04-14 14:09:11.668: INFO @log_variables: train age_confidence/accuracy mean: 0.688513 2021-04-14 14:09:11.669: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 14:09:11.671: INFO @metrics_hook: train age_mae: 9.455 +-0.155 (13824) 2021-04-14 14:09:11.672: INFO @metrics_hook: train gender_accuracy: 0.862 +-0.006 (13824) 2021-04-14 14:09:13.805: INFO @decay_lr : LR updated to `6.803817e-05` 2021-04-14 14:09:13.807: INFO @log_profile : T train: 30.168659 2021-04-14 14:09:13.807: INFO @log_profile : T read data: 0.316214 2021-04-14 14:09:13.807: INFO @log_profile : T hooks: 2.683504 2021-04-14 14:09:13.807: INFO @main_loop : Epoch 296 done 2021-04-14 14:09:13.807: INFO @main_loop : Training epoch 297 2021-04-14 14:09:44.649: INFO @log_variables: train loss nanmean: 1.514054 2021-04-14 14:09:44.649: INFO @log_variables: train age_loss mean: 9.954046 2021-04-14 14:09:44.649: INFO @log_variables: train gender_loss mean: 0.319061 2021-04-14 14:09:44.650: INFO @log_variables: train age_mae mean: 9.307727 2021-04-14 14:09:44.650: INFO @log_variables: train gender_accuracy mean: 0.860605 2021-04-14 14:09:44.650: INFO @log_variables: train gender_confidence/loss nanmean: 0.072222 2021-04-14 14:09:44.650: INFO @log_variables: train gender_confidence/accuracy mean: 0.758681 2021-04-14 14:09:44.650: INFO @log_variables: train age_confidence/loss mean: 0.056026 2021-04-14 14:09:44.650: INFO @log_variables: train age_confidence/accuracy mean: 0.679905 2021-04-14 14:09:44.650: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 14:09:44.652: INFO @metrics_hook: train age_mae: 9.308 +-0.154 (13824) 2021-04-14 14:09:44.654: INFO @metrics_hook: train gender_accuracy: 0.861 +-0.006 (13824) 2021-04-14 14:09:46.881: INFO @decay_lr : LR updated to `6.769798e-05` 2021-04-14 14:09:46.883: INFO @log_profile : T train: 29.912951 2021-04-14 14:09:46.883: INFO @log_profile : T read data: 0.305993 2021-04-14 14:09:46.883: INFO @log_profile : T hooks: 2.804129 2021-04-14 14:09:46.883: INFO @main_loop : Epoch 297 done 2021-04-14 14:09:46.883: INFO @main_loop : Training epoch 298 2021-04-14 14:10:17.813: INFO @log_variables: train loss nanmean: 1.502254 2021-04-14 14:10:17.813: INFO @log_variables: train age_loss mean: 10.084952 2021-04-14 14:10:17.813: INFO @log_variables: train gender_loss mean: 0.326117 2021-04-14 14:10:17.813: INFO @log_variables: train age_mae mean: 9.435919 2021-04-14 14:10:17.813: INFO @log_variables: train gender_accuracy mean: 0.859821 2021-04-14 14:10:17.813: INFO @log_variables: train gender_confidence/loss nanmean: 0.071646 2021-04-14 14:10:17.813: INFO @log_variables: train gender_confidence/accuracy mean: 0.760457 2021-04-14 14:10:17.813: INFO @log_variables: train age_confidence/loss mean: 0.056480 2021-04-14 14:10:17.814: INFO @log_variables: train age_confidence/accuracy mean: 0.676075 2021-04-14 14:10:17.814: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 14:10:17.815: INFO @metrics_hook: train age_mae: 9.436 +-0.156 (13818) 2021-04-14 14:10:17.817: INFO @metrics_hook: train gender_accuracy: 0.860 +-0.006 (13818) 2021-04-14 14:10:19.983: INFO @decay_lr : LR updated to `6.735949e-05` 2021-04-14 14:10:19.984: INFO @log_profile : T train: 29.864773 2021-04-14 14:10:19.985: INFO @log_profile : T read data: 0.433252 2021-04-14 14:10:19.985: INFO @log_profile : T hooks: 2.749965 2021-04-14 14:10:19.985: INFO @main_loop : Epoch 298 done 2021-04-14 14:10:19.985: INFO @main_loop : Training epoch 299 2021-04-14 14:10:51.198: INFO @log_variables: train loss nanmean: 1.505109 2021-04-14 14:10:51.198: INFO @log_variables: train age_loss mean: 10.099662 2021-04-14 14:10:51.198: INFO @log_variables: train gender_loss mean: 0.314728 2021-04-14 14:10:51.198: INFO @log_variables: train age_mae mean: 9.446874 2021-04-14 14:10:51.198: INFO @log_variables: train gender_accuracy mean: 0.865885 2021-04-14 14:10:51.198: INFO @log_variables: train gender_confidence/loss nanmean: 0.071946 2021-04-14 14:10:51.199: INFO @log_variables: train gender_confidence/accuracy mean: 0.762225 2021-04-14 14:10:51.199: INFO @log_variables: train age_confidence/loss mean: 0.056338 2021-04-14 14:10:51.199: INFO @log_variables: train age_confidence/accuracy mean: 0.674479 2021-04-14 14:10:51.199: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 14:10:51.201: INFO @metrics_hook: train age_mae: 9.447 +-0.157 (13824) 2021-04-14 14:10:51.203: INFO @metrics_hook: train gender_accuracy: 0.866 +-0.006 (13824) 2021-04-14 14:10:53.498: INFO @decay_lr : LR updated to `6.7022695e-05` 2021-04-14 14:10:53.499: INFO @log_profile : T train: 30.290921 2021-04-14 14:10:53.500: INFO @log_profile : T read data: 0.308023 2021-04-14 14:10:53.500: INFO @log_profile : T hooks: 2.860531 2021-04-14 14:10:53.500: INFO @main_loop : Epoch 299 done 2021-04-14 14:10:53.500: INFO @main_loop : Training epoch 300 2021-04-14 14:11:24.952: INFO @log_variables: train loss nanmean: 1.490657 2021-04-14 14:11:24.952: INFO @log_variables: train age_loss mean: 9.980164 2021-04-14 14:11:24.952: INFO @log_variables: train gender_loss mean: 0.317091 2021-04-14 14:11:24.952: INFO @log_variables: train age_mae mean: 9.333610 2021-04-14 14:11:24.952: INFO @log_variables: train gender_accuracy mean: 0.862413 2021-04-14 14:11:24.952: INFO @log_variables: train gender_confidence/loss nanmean: 0.072289 2021-04-14 14:11:24.952: INFO @log_variables: train gender_confidence/accuracy mean: 0.761285 2021-04-14 14:11:24.952: INFO @log_variables: train age_confidence/loss mean: 0.055913 2021-04-14 14:11:24.953: INFO @log_variables: train age_confidence/accuracy mean: 0.678964 2021-04-14 14:11:24.953: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 14:11:24.955: INFO @metrics_hook: train age_mae: 9.334 +-0.155 (13824) 2021-04-14 14:11:24.957: INFO @metrics_hook: train gender_accuracy: 0.862 +-0.006 (13824) 2021-04-14 14:11:27.239: INFO @decay_lr : LR updated to `6.668758e-05` 2021-04-14 14:11:27.242: INFO @log_profile : T train: 30.545135 2021-04-14 14:11:27.242: INFO @log_profile : T read data: 0.316399 2021-04-14 14:11:27.242: INFO @log_profile : T hooks: 2.827668 2021-04-14 14:11:27.242: INFO @main_loop : Epoch 300 done 2021-04-14 14:11:27.242: INFO @main_loop : Training epoch 301 2021-04-14 14:11:58.722: INFO @log_variables: train loss nanmean: 1.505164 2021-04-14 14:11:58.722: INFO @log_variables: train age_loss mean: 9.985871 2021-04-14 14:11:58.722: INFO @log_variables: train gender_loss mean: 0.317046 2021-04-14 14:11:58.722: INFO @log_variables: train age_mae mean: 9.340347 2021-04-14 14:11:58.722: INFO @log_variables: train gender_accuracy mean: 0.865538 2021-04-14 14:11:58.723: INFO @log_variables: train gender_confidence/loss nanmean: 0.072272 2021-04-14 14:11:58.723: INFO @log_variables: train gender_confidence/accuracy mean: 0.760530 2021-04-14 14:11:58.723: INFO @log_variables: train age_confidence/loss mean: 0.055722 2021-04-14 14:11:58.723: INFO @log_variables: train age_confidence/accuracy mean: 0.679838 2021-04-14 14:11:58.723: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 14:11:58.724: INFO @metrics_hook: train age_mae: 9.340 +-0.153 (13818) 2021-04-14 14:11:58.726: INFO @metrics_hook: train gender_accuracy: 0.866 +-0.006 (13818) 2021-04-14 14:12:01.006: INFO @decay_lr : LR updated to `6.635414e-05` 2021-04-14 14:12:01.008: INFO @log_profile : T train: 30.469478 2021-04-14 14:12:01.008: INFO @log_profile : T read data: 0.433804 2021-04-14 14:12:01.008: INFO @log_profile : T hooks: 2.809404 2021-04-14 14:12:01.008: INFO @main_loop : Epoch 301 done 2021-04-14 14:12:01.008: INFO @main_loop : Training epoch 302 2021-04-14 14:12:32.384: INFO @log_variables: train loss nanmean: 1.495937 2021-04-14 14:12:32.384: INFO @log_variables: train age_loss mean: 9.932088 2021-04-14 14:12:32.384: INFO @log_variables: train gender_loss mean: 0.315975 2021-04-14 14:12:32.384: INFO @log_variables: train age_mae mean: 9.288096 2021-04-14 14:12:32.384: INFO @log_variables: train gender_accuracy mean: 0.861111 2021-04-14 14:12:32.385: INFO @log_variables: train gender_confidence/loss nanmean: 0.070846 2021-04-14 14:12:32.385: INFO @log_variables: train gender_confidence/accuracy mean: 0.769604 2021-04-14 14:12:32.385: INFO @log_variables: train age_confidence/loss mean: 0.056008 2021-04-14 14:12:32.385: INFO @log_variables: train age_confidence/accuracy mean: 0.681279 2021-04-14 14:12:32.385: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 14:12:32.388: INFO @metrics_hook: train age_mae: 9.288 +-0.155 (13824) 2021-04-14 14:12:32.391: INFO @metrics_hook: train gender_accuracy: 0.861 +-0.006 (13824) 2021-04-14 14:12:34.575: INFO @decay_lr : LR updated to `6.6022374e-05` 2021-04-14 14:12:34.577: INFO @log_profile : T train: 30.464064 2021-04-14 14:12:34.577: INFO @log_profile : T read data: 0.319378 2021-04-14 14:12:34.577: INFO @log_profile : T hooks: 2.733419 2021-04-14 14:12:34.577: INFO @main_loop : Epoch 302 done 2021-04-14 14:12:34.577: INFO @main_loop : Training epoch 303 2021-04-14 14:13:05.810: INFO @log_variables: train loss nanmean: 1.469378 2021-04-14 14:13:05.810: INFO @log_variables: train age_loss mean: 9.914789 2021-04-14 14:13:05.810: INFO @log_variables: train gender_loss mean: 0.313192 2021-04-14 14:13:05.810: INFO @log_variables: train age_mae mean: 9.271150 2021-04-14 14:13:05.810: INFO @log_variables: train gender_accuracy mean: 0.862630 2021-04-14 14:13:05.810: INFO @log_variables: train gender_confidence/loss nanmean: 0.070258 2021-04-14 14:13:05.810: INFO @log_variables: train gender_confidence/accuracy mean: 0.770182 2021-04-14 14:13:05.811: INFO @log_variables: train age_confidence/loss mean: 0.056158 2021-04-14 14:13:05.811: INFO @log_variables: train age_confidence/accuracy mean: 0.675998 2021-04-14 14:13:05.811: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 14:13:05.813: INFO @metrics_hook: train age_mae: 9.271 +-0.153 (13824) 2021-04-14 14:13:05.815: INFO @metrics_hook: train gender_accuracy: 0.863 +-0.006 (13824) 2021-04-14 14:13:07.953: INFO @decay_lr : LR updated to `6.5692264e-05` 2021-04-14 14:13:07.954: INFO @log_profile : T train: 30.301287 2021-04-14 14:13:07.954: INFO @log_profile : T read data: 0.321202 2021-04-14 14:13:07.954: INFO @log_profile : T hooks: 2.700966 2021-04-14 14:13:07.954: INFO @main_loop : Epoch 303 done 2021-04-14 14:13:07.954: INFO @main_loop : Training epoch 304 2021-04-14 14:13:38.918: INFO @log_variables: train loss nanmean: 1.478394 2021-04-14 14:13:38.919: INFO @log_variables: train age_loss mean: 9.961801 2021-04-14 14:13:38.919: INFO @log_variables: train gender_loss mean: 0.315404 2021-04-14 14:13:38.919: INFO @log_variables: train age_mae mean: 9.317479 2021-04-14 14:13:38.919: INFO @log_variables: train gender_accuracy mean: 0.861762 2021-04-14 14:13:38.919: INFO @log_variables: train gender_confidence/loss nanmean: 0.070940 2021-04-14 14:13:38.919: INFO @log_variables: train gender_confidence/accuracy mean: 0.763600 2021-04-14 14:13:38.919: INFO @log_variables: train age_confidence/loss mean: 0.056598 2021-04-14 14:13:38.919: INFO @log_variables: train age_confidence/accuracy mean: 0.671658 2021-04-14 14:13:38.919: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 14:13:38.922: INFO @metrics_hook: train age_mae: 9.317 +-0.155 (13824) 2021-04-14 14:13:38.924: INFO @metrics_hook: train gender_accuracy: 0.862 +-0.006 (13824) 2021-04-14 14:13:41.068: INFO @decay_lr : LR updated to `6.5363805e-05` 2021-04-14 14:13:41.069: INFO @log_profile : T train: 30.039626 2021-04-14 14:13:41.070: INFO @log_profile : T read data: 0.303917 2021-04-14 14:13:41.070: INFO @log_profile : T hooks: 2.718514 2021-04-14 14:13:41.070: INFO @main_loop : Epoch 304 done 2021-04-14 14:13:41.070: INFO @main_loop : Training epoch 305 2021-04-14 14:14:12.338: INFO @log_variables: train loss nanmean: 1.483616 2021-04-14 14:14:12.338: INFO @log_variables: train age_loss mean: 9.875269 2021-04-14 14:14:12.338: INFO @log_variables: train gender_loss mean: 0.313043 2021-04-14 14:14:12.338: INFO @log_variables: train age_mae mean: 9.229207 2021-04-14 14:14:12.338: INFO @log_variables: train gender_accuracy mean: 0.868143 2021-04-14 14:14:12.338: INFO @log_variables: train gender_confidence/loss nanmean: 0.071874 2021-04-14 14:14:12.338: INFO @log_variables: train gender_confidence/accuracy mean: 0.760313 2021-04-14 14:14:12.338: INFO @log_variables: train age_confidence/loss mean: 0.056595 2021-04-14 14:14:12.338: INFO @log_variables: train age_confidence/accuracy mean: 0.670719 2021-04-14 14:14:12.338: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 14:14:12.340: INFO @metrics_hook: train age_mae: 9.229 +-0.155 (13818) 2021-04-14 14:14:12.341: INFO @metrics_hook: train gender_accuracy: 0.868 +-0.006 (13818) 2021-04-14 14:14:14.707: INFO @decay_lr : LR updated to `6.5036984e-05` 2021-04-14 14:14:14.708: INFO @log_profile : T train: 30.202053 2021-04-14 14:14:14.708: INFO @log_profile : T read data: 0.434640 2021-04-14 14:14:14.708: INFO @log_profile : T hooks: 2.944330 2021-04-14 14:14:14.708: INFO @main_loop : Epoch 305 done 2021-04-14 14:14:14.708: INFO @main_loop : Training epoch 306 2021-04-14 14:14:45.891: INFO @log_variables: train loss nanmean: 1.468290 2021-04-14 14:14:45.892: INFO @log_variables: train age_loss mean: 9.903614 2021-04-14 14:14:45.892: INFO @log_variables: train gender_loss mean: 0.309167 2021-04-14 14:14:45.892: INFO @log_variables: train age_mae mean: 9.256641 2021-04-14 14:14:45.892: INFO @log_variables: train gender_accuracy mean: 0.861979 2021-04-14 14:14:45.892: INFO @log_variables: train gender_confidence/loss nanmean: 0.070341 2021-04-14 14:14:45.892: INFO @log_variables: train gender_confidence/accuracy mean: 0.770038 2021-04-14 14:14:45.892: INFO @log_variables: train age_confidence/loss mean: 0.056277 2021-04-14 14:14:45.892: INFO @log_variables: train age_confidence/accuracy mean: 0.677083 2021-04-14 14:14:45.892: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 14:14:45.894: INFO @metrics_hook: train age_mae: 9.257 +-0.155 (13824) 2021-04-14 14:14:45.896: INFO @metrics_hook: train gender_accuracy: 0.862 +-0.006 (13824) 2021-04-14 14:14:48.302: INFO @decay_lr : LR updated to `6.47118e-05` 2021-04-14 14:14:48.303: INFO @log_profile : T train: 30.262924 2021-04-14 14:14:48.303: INFO @log_profile : T read data: 0.320262 2021-04-14 14:14:48.304: INFO @log_profile : T hooks: 2.956589 2021-04-14 14:14:48.304: INFO @main_loop : Epoch 306 done 2021-04-14 14:14:48.304: INFO @main_loop : Training epoch 307 2021-04-14 14:15:19.682: INFO @log_variables: train loss nanmean: 1.487566 2021-04-14 14:15:19.682: INFO @log_variables: train age_loss mean: 9.928677 2021-04-14 14:15:19.682: INFO @log_variables: train gender_loss mean: 0.308365 2021-04-14 14:15:19.682: INFO @log_variables: train age_mae mean: 9.282682 2021-04-14 14:15:19.682: INFO @log_variables: train gender_accuracy mean: 0.868191 2021-04-14 14:15:19.682: INFO @log_variables: train gender_confidence/loss nanmean: 0.071063 2021-04-14 14:15:19.683: INFO @log_variables: train gender_confidence/accuracy mean: 0.767851 2021-04-14 14:15:19.683: INFO @log_variables: train age_confidence/loss mean: 0.056661 2021-04-14 14:15:19.683: INFO @log_variables: train age_confidence/accuracy mean: 0.670983 2021-04-14 14:15:19.683: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 14:15:19.686: INFO @metrics_hook: train age_mae: 9.283 +-0.156 (13823) 2021-04-14 14:15:19.689: INFO @metrics_hook: train gender_accuracy: 0.868 +-0.006 (13823) 2021-04-14 14:15:21.902: INFO @decay_lr : LR updated to `6.438824e-05` 2021-04-14 14:15:21.904: INFO @log_profile : T train: 30.462138 2021-04-14 14:15:21.904: INFO @log_profile : T read data: 0.329141 2021-04-14 14:15:21.904: INFO @log_profile : T hooks: 2.755259 2021-04-14 14:15:21.904: INFO @main_loop : Epoch 307 done 2021-04-14 14:15:21.904: INFO @main_loop : Training epoch 308 2021-04-14 14:15:53.728: INFO @log_variables: train loss nanmean: 1.515160 2021-04-14 14:15:53.728: INFO @log_variables: train age_loss mean: 10.061087 2021-04-14 14:15:53.728: INFO @log_variables: train gender_loss mean: 0.323175 2021-04-14 14:15:53.728: INFO @log_variables: train age_mae mean: 9.412064 2021-04-14 14:15:53.728: INFO @log_variables: train gender_accuracy mean: 0.857215 2021-04-14 14:15:53.728: INFO @log_variables: train gender_confidence/loss nanmean: 0.070457 2021-04-14 14:15:53.728: INFO @log_variables: train gender_confidence/accuracy mean: 0.761253 2021-04-14 14:15:53.728: INFO @log_variables: train age_confidence/loss mean: 0.056491 2021-04-14 14:15:53.729: INFO @log_variables: train age_confidence/accuracy mean: 0.673252 2021-04-14 14:15:53.729: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 14:15:53.731: INFO @metrics_hook: train age_mae: 9.412 +-0.156 (13818) 2021-04-14 14:15:53.733: INFO @metrics_hook: train gender_accuracy: 0.857 +-0.006 (13818) 2021-04-14 14:15:55.966: INFO @decay_lr : LR updated to `6.40663e-05` 2021-04-14 14:15:55.967: INFO @log_profile : T train: 30.792880 2021-04-14 14:15:55.967: INFO @log_profile : T read data: 0.451406 2021-04-14 14:15:55.967: INFO @log_profile : T hooks: 2.765390 2021-04-14 14:15:55.967: INFO @main_loop : Epoch 308 done 2021-04-14 14:15:55.967: INFO @main_loop : Training epoch 309 2021-04-14 14:16:26.476: INFO @log_variables: train loss nanmean: 1.502003 2021-04-14 14:16:26.476: INFO @log_variables: train age_loss mean: 10.007667 2021-04-14 14:16:26.476: INFO @log_variables: train gender_loss mean: 0.311996 2021-04-14 14:16:26.476: INFO @log_variables: train age_mae mean: 9.358048 2021-04-14 14:16:26.476: INFO @log_variables: train gender_accuracy mean: 0.864077 2021-04-14 14:16:26.476: INFO @log_variables: train gender_confidence/loss nanmean: 0.071247 2021-04-14 14:16:26.476: INFO @log_variables: train gender_confidence/accuracy mean: 0.762659 2021-04-14 14:16:26.476: INFO @log_variables: train age_confidence/loss mean: 0.056829 2021-04-14 14:16:26.476: INFO @log_variables: train age_confidence/accuracy mean: 0.675926 2021-04-14 14:16:26.476: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 14:16:26.478: INFO @metrics_hook: train age_mae: 9.358 +-0.155 (13824) 2021-04-14 14:16:26.480: INFO @metrics_hook: train gender_accuracy: 0.864 +-0.006 (13824) 2021-04-14 14:16:28.766: INFO @decay_lr : LR updated to `6.374597e-05` 2021-04-14 14:16:28.768: INFO @log_profile : T train: 29.620131 2021-04-14 14:16:28.768: INFO @log_profile : T read data: 0.308746 2021-04-14 14:16:28.768: INFO @log_profile : T hooks: 2.819616 2021-04-14 14:16:28.768: INFO @main_loop : Epoch 309 done 2021-04-14 14:16:28.768: INFO @main_loop : Training epoch 310 2021-04-14 14:16:59.918: INFO @log_variables: train loss nanmean: 1.496603 2021-04-14 14:16:59.919: INFO @log_variables: train age_loss mean: 9.990092 2021-04-14 14:16:59.919: INFO @log_variables: train gender_loss mean: 0.316182 2021-04-14 14:16:59.919: INFO @log_variables: train age_mae mean: 9.342736 2021-04-14 14:16:59.919: INFO @log_variables: train gender_accuracy mean: 0.865307 2021-04-14 14:16:59.919: INFO @log_variables: train gender_confidence/loss nanmean: 0.071527 2021-04-14 14:16:59.919: INFO @log_variables: train gender_confidence/accuracy mean: 0.766782 2021-04-14 14:16:59.919: INFO @log_variables: train age_confidence/loss mean: 0.056328 2021-04-14 14:16:59.919: INFO @log_variables: train age_confidence/accuracy mean: 0.674479 2021-04-14 14:16:59.919: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 14:16:59.922: INFO @metrics_hook: train age_mae: 9.343 +-0.155 (13824) 2021-04-14 14:16:59.925: INFO @metrics_hook: train gender_accuracy: 0.865 +-0.006 (13824) 2021-04-14 14:17:02.156: INFO @decay_lr : LR updated to `6.342724e-05` 2021-04-14 14:17:02.158: INFO @log_profile : T train: 30.226247 2021-04-14 14:17:02.158: INFO @log_profile : T read data: 0.310617 2021-04-14 14:17:02.158: INFO @log_profile : T hooks: 2.799724 2021-04-14 14:17:02.158: INFO @main_loop : Epoch 310 done 2021-04-14 14:17:02.158: INFO @main_loop : Training epoch 311 2021-04-14 14:17:32.549: INFO @log_variables: train loss nanmean: 1.470033 2021-04-14 14:17:32.549: INFO @log_variables: train age_loss mean: 9.727494 2021-04-14 14:17:32.549: INFO @log_variables: train gender_loss mean: 0.313827 2021-04-14 14:17:32.549: INFO @log_variables: train age_mae mean: 9.085461 2021-04-14 14:17:32.550: INFO @log_variables: train gender_accuracy mean: 0.863728 2021-04-14 14:17:32.550: INFO @log_variables: train gender_confidence/loss nanmean: 0.071336 2021-04-14 14:17:32.550: INFO @log_variables: train gender_confidence/accuracy mean: 0.769286 2021-04-14 14:17:32.550: INFO @log_variables: train age_confidence/loss mean: 0.057232 2021-04-14 14:17:32.550: INFO @log_variables: train age_confidence/accuracy mean: 0.671443 2021-04-14 14:17:32.550: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 14:17:32.553: INFO @metrics_hook: train age_mae: 9.085 +-0.150 (13818) 2021-04-14 14:17:32.555: INFO @metrics_hook: train gender_accuracy: 0.864 +-0.006 (13818) 2021-04-14 14:17:34.734: INFO @decay_lr : LR updated to `6.31101e-05` 2021-04-14 14:17:34.735: INFO @log_profile : T train: 29.297943 2021-04-14 14:17:34.735: INFO @log_profile : T read data: 0.463038 2021-04-14 14:17:34.735: INFO @log_profile : T hooks: 2.762188 2021-04-14 14:17:34.735: INFO @main_loop : Epoch 311 done 2021-04-14 14:17:34.736: INFO @main_loop : Training epoch 312 2021-04-14 14:18:05.991: INFO @log_variables: train loss nanmean: 1.498088 2021-04-14 14:18:05.991: INFO @log_variables: train age_loss mean: 9.997975 2021-04-14 14:18:05.991: INFO @log_variables: train gender_loss mean: 0.314701 2021-04-14 14:18:05.991: INFO @log_variables: train age_mae mean: 9.352267 2021-04-14 14:18:05.991: INFO @log_variables: train gender_accuracy mean: 0.866599 2021-04-14 14:18:05.992: INFO @log_variables: train gender_confidence/loss nanmean: 0.071812 2021-04-14 14:18:05.992: INFO @log_variables: train gender_confidence/accuracy mean: 0.766693 2021-04-14 14:18:05.992: INFO @log_variables: train age_confidence/loss mean: 0.055782 2021-04-14 14:18:05.992: INFO @log_variables: train age_confidence/accuracy mean: 0.681111 2021-04-14 14:18:05.992: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 14:18:05.994: INFO @metrics_hook: train age_mae: 9.352 +-0.155 (13823) 2021-04-14 14:18:05.996: INFO @metrics_hook: train gender_accuracy: 0.867 +-0.006 (13823) 2021-04-14 14:18:08.314: INFO @decay_lr : LR updated to `6.279455e-05` 2021-04-14 14:18:08.317: INFO @log_profile : T train: 30.304027 2021-04-14 14:18:08.317: INFO @log_profile : T read data: 0.310332 2021-04-14 14:18:08.317: INFO @log_profile : T hooks: 2.910740 2021-04-14 14:18:08.317: INFO @main_loop : Epoch 312 done 2021-04-14 14:18:08.317: INFO @main_loop : Training epoch 313 2021-04-14 14:18:39.776: INFO @log_variables: train loss nanmean: 1.472919 2021-04-14 14:18:39.777: INFO @log_variables: train age_loss mean: 9.797670 2021-04-14 14:18:39.777: INFO @log_variables: train gender_loss mean: 0.315831 2021-04-14 14:18:39.777: INFO @log_variables: train age_mae mean: 9.156679 2021-04-14 14:18:39.777: INFO @log_variables: train gender_accuracy mean: 0.864005 2021-04-14 14:18:39.777: INFO @log_variables: train gender_confidence/loss nanmean: 0.072099 2021-04-14 14:18:39.777: INFO @log_variables: train gender_confidence/accuracy mean: 0.760344 2021-04-14 14:18:39.779: INFO @log_variables: train age_confidence/loss mean: 0.056370 2021-04-14 14:18:39.779: INFO @log_variables: train age_confidence/accuracy mean: 0.678096 2021-04-14 14:18:39.779: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 14:18:39.782: INFO @metrics_hook: train age_mae: 9.157 +-0.153 (13824) 2021-04-14 14:18:39.785: INFO @metrics_hook: train gender_accuracy: 0.864 +-0.006 (13824) 2021-04-14 14:18:42.082: INFO @decay_lr : LR updated to `6.2480576e-05` 2021-04-14 14:18:42.083: INFO @log_profile : T train: 30.552667 2021-04-14 14:18:42.083: INFO @log_profile : T read data: 0.318125 2021-04-14 14:18:42.083: INFO @log_profile : T hooks: 2.841459 2021-04-14 14:18:42.084: INFO @main_loop : Epoch 313 done 2021-04-14 14:18:42.084: INFO @main_loop : Training epoch 314 2021-04-14 14:19:12.235: INFO @log_variables: train loss nanmean: 1.474617 2021-04-14 14:19:12.235: INFO @log_variables: train age_loss mean: 9.873622 2021-04-14 14:19:12.235: INFO @log_variables: train gender_loss mean: 0.313773 2021-04-14 14:19:12.235: INFO @log_variables: train age_mae mean: 9.227631 2021-04-14 14:19:12.235: INFO @log_variables: train gender_accuracy mean: 0.863367 2021-04-14 14:19:12.235: INFO @log_variables: train gender_confidence/loss nanmean: 0.072302 2021-04-14 14:19:12.235: INFO @log_variables: train gender_confidence/accuracy mean: 0.760964 2021-04-14 14:19:12.236: INFO @log_variables: train age_confidence/loss mean: 0.056386 2021-04-14 14:19:12.236: INFO @log_variables: train age_confidence/accuracy mean: 0.672311 2021-04-14 14:19:12.236: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 14:19:12.237: INFO @metrics_hook: train age_mae: 9.228 +-0.153 (13818) 2021-04-14 14:19:12.239: INFO @metrics_hook: train gender_accuracy: 0.863 +-0.006 (13818) 2021-04-14 14:19:14.740: INFO @decay_lr : LR updated to `6.2168176e-05` 2021-04-14 14:19:14.742: INFO @log_profile : T train: 29.261781 2021-04-14 14:19:14.742: INFO @log_profile : T read data: 0.309063 2021-04-14 14:19:14.742: INFO @log_profile : T hooks: 3.035199 2021-04-14 14:19:14.742: INFO @main_loop : Epoch 314 done 2021-04-14 14:19:14.742: INFO @main_loop : Training epoch 315 2021-04-14 14:19:46.053: INFO @log_variables: train loss nanmean: 1.494821 2021-04-14 14:19:46.054: INFO @log_variables: train age_loss mean: 9.837951 2021-04-14 14:19:46.054: INFO @log_variables: train gender_loss mean: 0.318204 2021-04-14 14:19:46.054: INFO @log_variables: train age_mae mean: 9.192553 2021-04-14 14:19:46.054: INFO @log_variables: train gender_accuracy mean: 0.864222 2021-04-14 14:19:46.054: INFO @log_variables: train gender_confidence/loss nanmean: 0.071084 2021-04-14 14:19:46.054: INFO @log_variables: train gender_confidence/accuracy mean: 0.762297 2021-04-14 14:19:46.054: INFO @log_variables: train age_confidence/loss mean: 0.056713 2021-04-14 14:19:46.054: INFO @log_variables: train age_confidence/accuracy mean: 0.675998 2021-04-14 14:19:46.055: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 14:19:46.057: INFO @metrics_hook: train age_mae: 9.193 +-0.154 (13824) 2021-04-14 14:19:46.058: INFO @metrics_hook: train gender_accuracy: 0.864 +-0.006 (13824) 2021-04-14 14:19:48.427: INFO @decay_lr : LR updated to `6.185733e-05` 2021-04-14 14:19:48.428: INFO @log_profile : T train: 30.289738 2021-04-14 14:19:48.428: INFO @log_profile : T read data: 0.440163 2021-04-14 14:19:48.428: INFO @log_profile : T hooks: 2.903022 2021-04-14 14:19:48.428: INFO @main_loop : Epoch 315 done 2021-04-14 14:19:48.429: INFO @main_loop : Training epoch 316 2021-04-14 14:20:18.987: INFO @log_variables: train loss nanmean: 1.465192 2021-04-14 14:20:18.987: INFO @log_variables: train age_loss mean: 9.796945 2021-04-14 14:20:18.987: INFO @log_variables: train gender_loss mean: 0.306667 2021-04-14 14:20:18.988: INFO @log_variables: train age_mae mean: 9.152932 2021-04-14 14:20:18.988: INFO @log_variables: train gender_accuracy mean: 0.870587 2021-04-14 14:20:18.988: INFO @log_variables: train gender_confidence/loss nanmean: 0.071044 2021-04-14 14:20:18.988: INFO @log_variables: train gender_confidence/accuracy mean: 0.766999 2021-04-14 14:20:18.988: INFO @log_variables: train age_confidence/loss mean: 0.057177 2021-04-14 14:20:18.988: INFO @log_variables: train age_confidence/accuracy mean: 0.668981 2021-04-14 14:20:18.988: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 14:20:18.991: INFO @metrics_hook: train age_mae: 9.153 +-0.154 (13824) 2021-04-14 14:20:18.993: INFO @metrics_hook: train gender_accuracy: 0.871 +-0.006 (13824) 2021-04-14 14:20:21.138: INFO @decay_lr : LR updated to `6.1548046e-05` 2021-04-14 14:20:21.140: INFO @log_profile : T train: 29.658789 2021-04-14 14:20:21.140: INFO @log_profile : T read data: 0.308868 2021-04-14 14:20:21.140: INFO @log_profile : T hooks: 2.691441 2021-04-14 14:20:21.140: INFO @main_loop : Epoch 316 done 2021-04-14 14:20:21.140: INFO @main_loop : Training epoch 317 2021-04-14 14:20:51.346: INFO @log_variables: train loss nanmean: 1.481548 2021-04-14 14:20:51.346: INFO @log_variables: train age_loss mean: 9.908330 2021-04-14 14:20:51.346: INFO @log_variables: train gender_loss mean: 0.315988 2021-04-14 14:20:51.347: INFO @log_variables: train age_mae mean: 9.260852 2021-04-14 14:20:51.347: INFO @log_variables: train gender_accuracy mean: 0.859737 2021-04-14 14:20:51.347: INFO @log_variables: train gender_confidence/loss nanmean: 0.070158 2021-04-14 14:20:51.347: INFO @log_variables: train gender_confidence/accuracy mean: 0.765336 2021-04-14 14:20:51.347: INFO @log_variables: train age_confidence/loss mean: 0.056246 2021-04-14 14:20:51.347: INFO @log_variables: train age_confidence/accuracy mean: 0.675926 2021-04-14 14:20:51.347: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 14:20:51.350: INFO @metrics_hook: train age_mae: 9.261 +-0.153 (13824) 2021-04-14 14:20:51.353: INFO @metrics_hook: train gender_accuracy: 0.860 +-0.006 (13824) 2021-04-14 14:20:53.552: INFO @decay_lr : LR updated to `6.124031e-05` 2021-04-14 14:20:53.553: INFO @log_profile : T train: 29.258905 2021-04-14 14:20:53.553: INFO @log_profile : T read data: 0.308280 2021-04-14 14:20:53.553: INFO @log_profile : T hooks: 2.792186 2021-04-14 14:20:53.553: INFO @main_loop : Epoch 317 done 2021-04-14 14:20:53.553: INFO @main_loop : Training epoch 318 2021-04-14 14:21:24.871: INFO @log_variables: train loss nanmean: 1.464943 2021-04-14 14:21:24.871: INFO @log_variables: train age_loss mean: 9.792085 2021-04-14 14:21:24.871: INFO @log_variables: train gender_loss mean: 0.312765 2021-04-14 14:21:24.871: INFO @log_variables: train age_mae mean: 9.147280 2021-04-14 14:21:24.872: INFO @log_variables: train gender_accuracy mean: 0.863222 2021-04-14 14:21:24.872: INFO @log_variables: train gender_confidence/loss nanmean: 0.070393 2021-04-14 14:21:24.872: INFO @log_variables: train gender_confidence/accuracy mean: 0.766030 2021-04-14 14:21:24.872: INFO @log_variables: train age_confidence/loss mean: 0.056753 2021-04-14 14:21:24.872: INFO @log_variables: train age_confidence/accuracy mean: 0.678318 2021-04-14 14:21:24.872: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 14:21:24.875: INFO @metrics_hook: train age_mae: 9.147 +-0.153 (13818) 2021-04-14 14:21:24.878: INFO @metrics_hook: train gender_accuracy: 0.863 +-0.006 (13818) 2021-04-14 14:21:27.080: INFO @decay_lr : LR updated to `6.0934108e-05` 2021-04-14 14:21:27.081: INFO @log_profile : T train: 30.253995 2021-04-14 14:21:27.081: INFO @log_profile : T read data: 0.422998 2021-04-14 14:21:27.082: INFO @log_profile : T hooks: 2.797753 2021-04-14 14:21:27.082: INFO @main_loop : Epoch 318 done 2021-04-14 14:21:27.082: INFO @main_loop : Training epoch 319 2021-04-14 14:21:57.539: INFO @log_variables: train loss nanmean: 1.490192 2021-04-14 14:21:57.539: INFO @log_variables: train age_loss mean: 9.897077 2021-04-14 14:21:57.539: INFO @log_variables: train gender_loss mean: 0.309809 2021-04-14 14:21:57.539: INFO @log_variables: train age_mae mean: 9.251452 2021-04-14 14:21:57.539: INFO @log_variables: train gender_accuracy mean: 0.867260 2021-04-14 14:21:57.539: INFO @log_variables: train gender_confidence/loss nanmean: 0.072079 2021-04-14 14:21:57.539: INFO @log_variables: train gender_confidence/accuracy mean: 0.764323 2021-04-14 14:21:57.539: INFO @log_variables: train age_confidence/loss mean: 0.056388 2021-04-14 14:21:57.540: INFO @log_variables: train age_confidence/accuracy mean: 0.678602 2021-04-14 14:21:57.540: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 14:21:57.542: INFO @metrics_hook: train age_mae: 9.251 +-0.154 (13824) 2021-04-14 14:21:57.544: INFO @metrics_hook: train gender_accuracy: 0.867 +-0.006 (13824) 2021-04-14 14:21:59.851: INFO @decay_lr : LR updated to `6.0629438e-05` 2021-04-14 14:21:59.852: INFO @log_profile : T train: 29.552404 2021-04-14 14:21:59.852: INFO @log_profile : T read data: 0.302987 2021-04-14 14:21:59.852: INFO @log_profile : T hooks: 2.862959 2021-04-14 14:21:59.853: INFO @main_loop : Epoch 319 done 2021-04-14 14:21:59.853: INFO @main_loop : Training epoch 320 2021-04-14 14:22:31.344: INFO @log_variables: train loss nanmean: 1.473020 2021-04-14 14:22:31.344: INFO @log_variables: train age_loss mean: 9.839662 2021-04-14 14:22:31.344: INFO @log_variables: train gender_loss mean: 0.310191 2021-04-14 14:22:31.344: INFO @log_variables: train age_mae mean: 9.193441 2021-04-14 14:22:31.345: INFO @log_variables: train gender_accuracy mean: 0.867188 2021-04-14 14:22:31.345: INFO @log_variables: train gender_confidence/loss nanmean: 0.071391 2021-04-14 14:22:31.345: INFO @log_variables: train gender_confidence/accuracy mean: 0.766276 2021-04-14 14:22:31.345: INFO @log_variables: train age_confidence/loss mean: 0.056929 2021-04-14 14:22:31.345: INFO @log_variables: train age_confidence/accuracy mean: 0.677228 2021-04-14 14:22:31.345: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 14:22:31.347: INFO @metrics_hook: train age_mae: 9.193 +-0.155 (13824) 2021-04-14 14:22:31.348: INFO @metrics_hook: train gender_accuracy: 0.867 +-0.006 (13824) 2021-04-14 14:22:33.743: INFO @decay_lr : LR updated to `6.0326292e-05` 2021-04-14 14:22:33.745: INFO @log_profile : T train: 30.581094 2021-04-14 14:22:33.745: INFO @log_profile : T read data: 0.300747 2021-04-14 14:22:33.745: INFO @log_profile : T hooks: 2.958577 2021-04-14 14:22:33.745: INFO @main_loop : Epoch 320 done 2021-04-14 14:22:33.745: INFO @main_loop : Training epoch 321 2021-04-14 14:23:05.290: INFO @log_variables: train loss nanmean: 1.485307 2021-04-14 14:23:05.291: INFO @log_variables: train age_loss mean: 9.859118 2021-04-14 14:23:05.291: INFO @log_variables: train gender_loss mean: 0.312243 2021-04-14 14:23:05.291: INFO @log_variables: train age_mae mean: 9.215779 2021-04-14 14:23:05.291: INFO @log_variables: train gender_accuracy mean: 0.864814 2021-04-14 14:23:05.291: INFO @log_variables: train gender_confidence/loss nanmean: 0.071347 2021-04-14 14:23:05.291: INFO @log_variables: train gender_confidence/accuracy mean: 0.763425 2021-04-14 14:23:05.291: INFO @log_variables: train age_confidence/loss mean: 0.055819 2021-04-14 14:23:05.291: INFO @log_variables: train age_confidence/accuracy mean: 0.683601 2021-04-14 14:23:05.291: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 14:23:05.293: INFO @metrics_hook: train age_mae: 9.216 +-0.153 (13818) 2021-04-14 14:23:05.294: INFO @metrics_hook: train gender_accuracy: 0.865 +-0.006 (13818) 2021-04-14 14:23:07.695: INFO @decay_lr : LR updated to `6.002466e-05` 2021-04-14 14:23:07.696: INFO @log_profile : T train: 30.512819 2021-04-14 14:23:07.696: INFO @log_profile : T read data: 0.448832 2021-04-14 14:23:07.696: INFO @log_profile : T hooks: 2.937323 2021-04-14 14:23:07.696: INFO @main_loop : Epoch 321 done 2021-04-14 14:23:07.696: INFO @main_loop : Training epoch 322 2021-04-14 14:23:37.932: INFO @log_variables: train loss nanmean: 1.469789 2021-04-14 14:23:37.932: INFO @log_variables: train age_loss mean: 9.786566 2021-04-14 14:23:37.932: INFO @log_variables: train gender_loss mean: 0.312611 2021-04-14 14:23:37.932: INFO @log_variables: train age_mae mean: 9.141215 2021-04-14 14:23:37.932: INFO @log_variables: train gender_accuracy mean: 0.864366 2021-04-14 14:23:37.932: INFO @log_variables: train gender_confidence/loss nanmean: 0.070049 2021-04-14 14:23:37.932: INFO @log_variables: train gender_confidence/accuracy mean: 0.768157 2021-04-14 14:23:37.932: INFO @log_variables: train age_confidence/loss mean: 0.056555 2021-04-14 14:23:37.932: INFO @log_variables: train age_confidence/accuracy mean: 0.680122 2021-04-14 14:23:37.933: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 14:23:37.934: INFO @metrics_hook: train age_mae: 9.141 +-0.153 (13824) 2021-04-14 14:23:37.936: INFO @metrics_hook: train gender_accuracy: 0.864 +-0.006 (13824) 2021-04-14 14:23:40.227: INFO @decay_lr : LR updated to `5.9724538e-05` 2021-04-14 14:23:40.229: INFO @log_profile : T train: 29.341599 2021-04-14 14:23:40.229: INFO @log_profile : T read data: 0.304114 2021-04-14 14:23:40.229: INFO @log_profile : T hooks: 2.834200 2021-04-14 14:23:40.229: INFO @main_loop : Epoch 322 done 2021-04-14 14:23:40.229: INFO @main_loop : Training epoch 323 2021-04-14 14:24:11.452: INFO @log_variables: train loss nanmean: 1.469168 2021-04-14 14:24:11.452: INFO @log_variables: train age_loss mean: 9.789369 2021-04-14 14:24:11.453: INFO @log_variables: train gender_loss mean: 0.306899 2021-04-14 14:24:11.453: INFO @log_variables: train age_mae mean: 9.144502 2021-04-14 14:24:11.453: INFO @log_variables: train gender_accuracy mean: 0.867115 2021-04-14 14:24:11.453: INFO @log_variables: train gender_confidence/loss nanmean: 0.070592 2021-04-14 14:24:11.453: INFO @log_variables: train gender_confidence/accuracy mean: 0.773655 2021-04-14 14:24:11.453: INFO @log_variables: train age_confidence/loss mean: 0.056646 2021-04-14 14:24:11.453: INFO @log_variables: train age_confidence/accuracy mean: 0.678096 2021-04-14 14:24:11.453: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 14:24:11.455: INFO @metrics_hook: train age_mae: 9.145 +-0.153 (13824) 2021-04-14 14:24:11.458: INFO @metrics_hook: train gender_accuracy: 0.867 +-0.006 (13824) 2021-04-14 14:24:13.636: INFO @decay_lr : LR updated to `5.9425915e-05` 2021-04-14 14:24:13.637: INFO @log_profile : T train: 30.326727 2021-04-14 14:24:13.637: INFO @log_profile : T read data: 0.309488 2021-04-14 14:24:13.637: INFO @log_profile : T hooks: 2.720092 2021-04-14 14:24:13.637: INFO @main_loop : Epoch 323 done 2021-04-14 14:24:13.638: INFO @main_loop : Training epoch 324 2021-04-14 14:24:44.112: INFO @log_variables: train loss nanmean: 1.469285 2021-04-14 14:24:44.112: INFO @log_variables: train age_loss mean: 9.922011 2021-04-14 14:24:44.113: INFO @log_variables: train gender_loss mean: 0.312329 2021-04-14 14:24:44.113: INFO @log_variables: train age_mae mean: 9.272864 2021-04-14 14:24:44.113: INFO @log_variables: train gender_accuracy mean: 0.865538 2021-04-14 14:24:44.113: INFO @log_variables: train gender_confidence/loss nanmean: 0.071719 2021-04-14 14:24:44.113: INFO @log_variables: train gender_confidence/accuracy mean: 0.761543 2021-04-14 14:24:44.113: INFO @log_variables: train age_confidence/loss mean: 0.056487 2021-04-14 14:24:44.113: INFO @log_variables: train age_confidence/accuracy mean: 0.676943 2021-04-14 14:24:44.113: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 14:24:44.116: INFO @metrics_hook: train age_mae: 9.273 +-0.154 (13818) 2021-04-14 14:24:44.119: INFO @metrics_hook: train gender_accuracy: 0.866 +-0.006 (13818) 2021-04-14 14:24:46.302: INFO @decay_lr : LR updated to `5.9128786e-05` 2021-04-14 14:24:46.303: INFO @log_profile : T train: 29.413158 2021-04-14 14:24:46.303: INFO @log_profile : T read data: 0.436826 2021-04-14 14:24:46.303: INFO @log_profile : T hooks: 2.762885 2021-04-14 14:24:46.303: INFO @main_loop : Epoch 324 done 2021-04-14 14:24:46.304: INFO @main_loop : Training epoch 325 2021-04-14 14:25:17.502: INFO @log_variables: train loss nanmean: 1.485415 2021-04-14 14:25:17.503: INFO @log_variables: train age_loss mean: 9.836493 2021-04-14 14:25:17.503: INFO @log_variables: train gender_loss mean: 0.316677 2021-04-14 14:25:17.503: INFO @log_variables: train age_mae mean: 9.188776 2021-04-14 14:25:17.503: INFO @log_variables: train gender_accuracy mean: 0.862992 2021-04-14 14:25:17.503: INFO @log_variables: train gender_confidence/loss nanmean: 0.071688 2021-04-14 14:25:17.503: INFO @log_variables: train gender_confidence/accuracy mean: 0.761936 2021-04-14 14:25:17.503: INFO @log_variables: train age_confidence/loss mean: 0.056669 2021-04-14 14:25:17.503: INFO @log_variables: train age_confidence/accuracy mean: 0.676794 2021-04-14 14:25:17.503: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 14:25:17.504: INFO @metrics_hook: train age_mae: 9.189 +-0.154 (13824) 2021-04-14 14:25:17.505: INFO @metrics_hook: train gender_accuracy: 0.863 +-0.006 (13824) 2021-04-14 14:25:19.674: INFO @decay_lr : LR updated to `5.8833142e-05` 2021-04-14 14:25:19.675: INFO @log_profile : T train: 30.274002 2021-04-14 14:25:19.675: INFO @log_profile : T read data: 0.296326 2021-04-14 14:25:19.675: INFO @log_profile : T hooks: 2.746562 2021-04-14 14:25:19.675: INFO @main_loop : Epoch 325 done 2021-04-14 14:25:19.676: INFO @main_loop : Training epoch 326 2021-04-14 14:25:50.878: INFO @log_variables: train loss nanmean: 1.460075 2021-04-14 14:25:50.879: INFO @log_variables: train age_loss mean: 9.760254 2021-04-14 14:25:50.879: INFO @log_variables: train gender_loss mean: 0.308165 2021-04-14 14:25:50.879: INFO @log_variables: train age_mae mean: 9.116302 2021-04-14 14:25:50.879: INFO @log_variables: train gender_accuracy mean: 0.867622 2021-04-14 14:25:50.879: INFO @log_variables: train gender_confidence/loss nanmean: 0.069914 2021-04-14 14:25:50.879: INFO @log_variables: train gender_confidence/accuracy mean: 0.766927 2021-04-14 14:25:50.879: INFO @log_variables: train age_confidence/loss mean: 0.056819 2021-04-14 14:25:50.879: INFO @log_variables: train age_confidence/accuracy mean: 0.674913 2021-04-14 14:25:50.879: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 14:25:50.882: INFO @metrics_hook: train age_mae: 9.116 +-0.152 (13824) 2021-04-14 14:25:50.885: INFO @metrics_hook: train gender_accuracy: 0.868 +-0.006 (13824) 2021-04-14 14:25:53.251: INFO @decay_lr : LR updated to `5.8538975e-05` 2021-04-14 14:25:53.252: INFO @log_profile : T train: 30.292207 2021-04-14 14:25:53.252: INFO @log_profile : T read data: 0.305491 2021-04-14 14:25:53.252: INFO @log_profile : T hooks: 2.925208 2021-04-14 14:25:53.252: INFO @main_loop : Epoch 326 done 2021-04-14 14:25:53.252: INFO @main_loop : Training epoch 327 2021-04-14 14:26:23.698: INFO @log_variables: train loss nanmean: 1.464276 2021-04-14 14:26:23.698: INFO @log_variables: train age_loss mean: 9.806843 2021-04-14 14:26:23.698: INFO @log_variables: train gender_loss mean: 0.307378 2021-04-14 14:26:23.698: INFO @log_variables: train age_mae mean: 9.158949 2021-04-14 14:26:23.698: INFO @log_variables: train gender_accuracy mean: 0.863788 2021-04-14 14:26:23.698: INFO @log_variables: train gender_confidence/loss nanmean: 0.069339 2021-04-14 14:26:23.699: INFO @log_variables: train gender_confidence/accuracy mean: 0.769821 2021-04-14 14:26:23.699: INFO @log_variables: train age_confidence/loss mean: 0.056708 2021-04-14 14:26:23.699: INFO @log_variables: train age_confidence/accuracy mean: 0.676649 2021-04-14 14:26:23.699: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 14:26:23.701: INFO @metrics_hook: train age_mae: 9.159 +-0.153 (13824) 2021-04-14 14:26:23.703: INFO @metrics_hook: train gender_accuracy: 0.864 +-0.006 (13824) 2021-04-14 14:26:25.922: INFO @decay_lr : LR updated to `5.824628e-05` 2021-04-14 14:26:25.924: INFO @log_profile : T train: 29.559884 2021-04-14 14:26:25.924: INFO @log_profile : T read data: 0.307554 2021-04-14 14:26:25.924: INFO @log_profile : T hooks: 2.752715 2021-04-14 14:26:25.924: INFO @main_loop : Epoch 327 done 2021-04-14 14:26:25.924: INFO @main_loop : Training epoch 328 2021-04-14 14:26:57.580: INFO @log_variables: train loss nanmean: 1.463415 2021-04-14 14:26:57.581: INFO @log_variables: train age_loss mean: 9.666815 2021-04-14 14:26:57.581: INFO @log_variables: train gender_loss mean: 0.306796 2021-04-14 14:26:57.582: INFO @log_variables: train age_mae mean: 9.028181 2021-04-14 14:26:57.582: INFO @log_variables: train gender_accuracy mean: 0.868794 2021-04-14 14:26:57.582: INFO @log_variables: train gender_confidence/loss nanmean: 0.070992 2021-04-14 14:26:57.582: INFO @log_variables: train gender_confidence/accuracy mean: 0.769142 2021-04-14 14:26:57.582: INFO @log_variables: train age_confidence/loss mean: 0.056528 2021-04-14 14:26:57.582: INFO @log_variables: train age_confidence/accuracy mean: 0.680417 2021-04-14 14:26:57.582: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 14:26:57.584: INFO @metrics_hook: train age_mae: 9.028 +-0.151 (13818) 2021-04-14 14:26:57.586: INFO @metrics_hook: train gender_accuracy: 0.869 +-0.006 (13818) 2021-04-14 14:26:59.873: INFO @decay_lr : LR updated to `5.795505e-05` 2021-04-14 14:26:59.874: INFO @log_profile : T train: 30.644543 2021-04-14 14:26:59.874: INFO @log_profile : T read data: 0.419777 2021-04-14 14:26:59.874: INFO @log_profile : T hooks: 2.831662 2021-04-14 14:26:59.874: INFO @main_loop : Epoch 328 done 2021-04-14 14:26:59.874: INFO @main_loop : Training epoch 329 2021-04-14 14:27:31.347: INFO @log_variables: train loss nanmean: 1.467575 2021-04-14 14:27:31.347: INFO @log_variables: train age_loss mean: 9.834265 2021-04-14 14:27:31.347: INFO @log_variables: train gender_loss mean: 0.313526 2021-04-14 14:27:31.348: INFO @log_variables: train age_mae mean: 9.185342 2021-04-14 14:27:31.348: INFO @log_variables: train gender_accuracy mean: 0.863426 2021-04-14 14:27:31.348: INFO @log_variables: train gender_confidence/loss nanmean: 0.070082 2021-04-14 14:27:31.348: INFO @log_variables: train gender_confidence/accuracy mean: 0.765842 2021-04-14 14:27:31.348: INFO @log_variables: train age_confidence/loss mean: 0.057193 2021-04-14 14:27:31.348: INFO @log_variables: train age_confidence/accuracy mean: 0.671369 2021-04-14 14:27:31.348: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 14:27:31.350: INFO @metrics_hook: train age_mae: 9.185 +-0.155 (13824) 2021-04-14 14:27:31.352: INFO @metrics_hook: train gender_accuracy: 0.863 +-0.006 (13824) 2021-04-14 14:27:33.663: INFO @decay_lr : LR updated to `5.7665275e-05` 2021-04-14 14:27:33.664: INFO @log_profile : T train: 30.595716 2021-04-14 14:27:33.664: INFO @log_profile : T read data: 0.308396 2021-04-14 14:27:33.664: INFO @log_profile : T hooks: 2.834151 2021-04-14 14:27:33.665: INFO @main_loop : Epoch 329 done 2021-04-14 14:27:33.665: INFO @main_loop : Training epoch 330 2021-04-14 14:28:04.047: INFO @log_variables: train loss nanmean: 1.457964 2021-04-14 14:28:04.048: INFO @log_variables: train age_loss mean: 9.699651 2021-04-14 14:28:04.048: INFO @log_variables: train gender_loss mean: 0.313296 2021-04-14 14:28:04.048: INFO @log_variables: train age_mae mean: 9.056731 2021-04-14 14:28:04.048: INFO @log_variables: train gender_accuracy mean: 0.863932 2021-04-14 14:28:04.048: INFO @log_variables: train gender_confidence/loss nanmean: 0.070641 2021-04-14 14:28:04.048: INFO @log_variables: train gender_confidence/accuracy mean: 0.767940 2021-04-14 14:28:04.048: INFO @log_variables: train age_confidence/loss mean: 0.056971 2021-04-14 14:28:04.048: INFO @log_variables: train age_confidence/accuracy mean: 0.674986 2021-04-14 14:28:04.048: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 14:28:04.049: INFO @metrics_hook: train age_mae: 9.057 +-0.151 (13824) 2021-04-14 14:28:04.051: INFO @metrics_hook: train gender_accuracy: 0.864 +-0.006 (13824) 2021-04-14 14:28:06.159: INFO @decay_lr : LR updated to `5.7376947e-05` 2021-04-14 14:28:06.161: INFO @log_profile : T train: 29.455105 2021-04-14 14:28:06.161: INFO @log_profile : T read data: 0.306581 2021-04-14 14:28:06.161: INFO @log_profile : T hooks: 2.679567 2021-04-14 14:28:06.161: INFO @main_loop : Epoch 330 done 2021-04-14 14:28:06.161: INFO @main_loop : Training epoch 331 2021-04-14 14:28:37.334: INFO @log_variables: train loss nanmean: 1.476011 2021-04-14 14:28:37.334: INFO @log_variables: train age_loss mean: 9.848554 2021-04-14 14:28:37.334: INFO @log_variables: train gender_loss mean: 0.311393 2021-04-14 14:28:37.334: INFO @log_variables: train age_mae mean: 9.205758 2021-04-14 14:28:37.334: INFO @log_variables: train gender_accuracy mean: 0.863005 2021-04-14 14:28:37.334: INFO @log_variables: train gender_confidence/loss nanmean: 0.070621 2021-04-14 14:28:37.334: INFO @log_variables: train gender_confidence/accuracy mean: 0.771096 2021-04-14 14:28:37.334: INFO @log_variables: train age_confidence/loss mean: 0.056052 2021-04-14 14:28:37.335: INFO @log_variables: train age_confidence/accuracy mean: 0.682733 2021-04-14 14:28:37.335: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 14:28:37.337: INFO @metrics_hook: train age_mae: 9.206 +-0.153 (13818) 2021-04-14 14:28:37.339: INFO @metrics_hook: train gender_accuracy: 0.863 +-0.006 (13818) 2021-04-14 14:28:39.491: INFO @decay_lr : LR updated to `5.7090063e-05` 2021-04-14 14:28:39.493: INFO @log_profile : T train: 30.095947 2021-04-14 14:28:39.493: INFO @log_profile : T read data: 0.440572 2021-04-14 14:28:39.493: INFO @log_profile : T hooks: 2.740643 2021-04-14 14:28:39.493: INFO @main_loop : Epoch 331 done 2021-04-14 14:28:39.493: INFO @main_loop : Training epoch 332 2021-04-14 14:29:11.064: INFO @log_variables: train loss nanmean: 1.465596 2021-04-14 14:29:11.064: INFO @log_variables: train age_loss mean: 9.903142 2021-04-14 14:29:11.064: INFO @log_variables: train gender_loss mean: 0.309042 2021-04-14 14:29:11.064: INFO @log_variables: train age_mae mean: 9.254013 2021-04-14 14:29:11.064: INFO @log_variables: train gender_accuracy mean: 0.864005 2021-04-14 14:29:11.064: INFO @log_variables: train gender_confidence/loss nanmean: 0.070026 2021-04-14 14:29:11.064: INFO @log_variables: train gender_confidence/accuracy mean: 0.763672 2021-04-14 14:29:11.064: INFO @log_variables: train age_confidence/loss mean: 0.057394 2021-04-14 14:29:11.064: INFO @log_variables: train age_confidence/accuracy mean: 0.668909 2021-04-14 14:29:11.065: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 14:29:11.067: INFO @metrics_hook: train age_mae: 9.254 +-0.155 (13824) 2021-04-14 14:29:11.069: INFO @metrics_hook: train gender_accuracy: 0.864 +-0.006 (13824) 2021-04-14 14:29:13.293: INFO @decay_lr : LR updated to `5.6804613e-05` 2021-04-14 14:29:13.295: INFO @log_profile : T train: 30.613930 2021-04-14 14:29:13.295: INFO @log_profile : T read data: 0.324267 2021-04-14 14:29:13.295: INFO @log_profile : T hooks: 2.808622 2021-04-14 14:29:13.295: INFO @main_loop : Epoch 332 done 2021-04-14 14:29:13.295: INFO @main_loop : Training epoch 333 2021-04-14 14:29:44.721: INFO @log_variables: train loss nanmean: 1.445460 2021-04-14 14:29:44.721: INFO @log_variables: train age_loss mean: 9.685694 2021-04-14 14:29:44.721: INFO @log_variables: train gender_loss mean: 0.304339 2021-04-14 14:29:44.722: INFO @log_variables: train age_mae mean: 9.046007 2021-04-14 14:29:44.722: INFO @log_variables: train gender_accuracy mean: 0.868200 2021-04-14 14:29:44.722: INFO @log_variables: train gender_confidence/loss nanmean: 0.069970 2021-04-14 14:29:44.722: INFO @log_variables: train gender_confidence/accuracy mean: 0.769025 2021-04-14 14:29:44.722: INFO @log_variables: train age_confidence/loss mean: 0.056683 2021-04-14 14:29:44.722: INFO @log_variables: train age_confidence/accuracy mean: 0.674551 2021-04-14 14:29:44.722: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 14:29:44.724: INFO @metrics_hook: train age_mae: 9.046 +-0.150 (13824) 2021-04-14 14:29:44.726: INFO @metrics_hook: train gender_accuracy: 0.868 +-0.006 (13824) 2021-04-14 14:29:47.076: INFO @decay_lr : LR updated to `5.652059e-05` 2021-04-14 14:29:47.078: INFO @log_profile : T train: 30.514277 2021-04-14 14:29:47.078: INFO @log_profile : T read data: 0.329382 2021-04-14 14:29:47.078: INFO @log_profile : T hooks: 2.886639 2021-04-14 14:29:47.078: INFO @main_loop : Epoch 333 done 2021-04-14 14:29:47.078: INFO @main_loop : Training epoch 334 2021-04-14 14:30:18.380: INFO @log_variables: train loss nanmean: 1.477384 2021-04-14 14:30:18.381: INFO @log_variables: train age_loss mean: 9.767710 2021-04-14 14:30:18.381: INFO @log_variables: train gender_loss mean: 0.303337 2021-04-14 14:30:18.381: INFO @log_variables: train age_mae mean: 9.120808 2021-04-14 14:30:18.381: INFO @log_variables: train gender_accuracy mean: 0.866334 2021-04-14 14:30:18.381: INFO @log_variables: train gender_confidence/loss nanmean: 0.069814 2021-04-14 14:30:18.381: INFO @log_variables: train gender_confidence/accuracy mean: 0.769286 2021-04-14 14:30:18.381: INFO @log_variables: train age_confidence/loss mean: 0.057564 2021-04-14 14:30:18.381: INFO @log_variables: train age_confidence/accuracy mean: 0.666088 2021-04-14 14:30:18.381: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 14:30:18.383: INFO @metrics_hook: train age_mae: 9.121 +-0.153 (13818) 2021-04-14 14:30:18.386: INFO @metrics_hook: train gender_accuracy: 0.866 +-0.006 (13818) 2021-04-14 14:30:20.768: INFO @decay_lr : LR updated to `5.6237986e-05` 2021-04-14 14:30:20.770: INFO @log_profile : T train: 30.251651 2021-04-14 14:30:20.770: INFO @log_profile : T read data: 0.462718 2021-04-14 14:30:20.770: INFO @log_profile : T hooks: 2.923489 2021-04-14 14:30:20.770: INFO @main_loop : Epoch 334 done 2021-04-14 14:30:20.771: INFO @main_loop : Training epoch 335 2021-04-14 14:30:52.350: INFO @log_variables: train loss nanmean: 1.437527 2021-04-14 14:30:52.351: INFO @log_variables: train age_loss mean: 9.661470 2021-04-14 14:30:52.351: INFO @log_variables: train gender_loss mean: 0.300997 2021-04-14 14:30:52.351: INFO @log_variables: train age_mae mean: 9.022148 2021-04-14 14:30:52.351: INFO @log_variables: train gender_accuracy mean: 0.871672 2021-04-14 14:30:52.351: INFO @log_variables: train gender_confidence/loss nanmean: 0.070401 2021-04-14 14:30:52.351: INFO @log_variables: train gender_confidence/accuracy mean: 0.766348 2021-04-14 14:30:52.351: INFO @log_variables: train age_confidence/loss mean: 0.056668 2021-04-14 14:30:52.351: INFO @log_variables: train age_confidence/accuracy mean: 0.679253 2021-04-14 14:30:52.351: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 14:30:52.353: INFO @metrics_hook: train age_mae: 9.022 +-0.150 (13824) 2021-04-14 14:30:52.354: INFO @metrics_hook: train gender_accuracy: 0.872 +-0.006 (13824) 2021-04-14 14:30:54.708: INFO @decay_lr : LR updated to `5.5956796e-05` 2021-04-14 14:30:54.709: INFO @log_profile : T train: 30.696523 2021-04-14 14:30:54.709: INFO @log_profile : T read data: 0.320236 2021-04-14 14:30:54.709: INFO @log_profile : T hooks: 2.870147 2021-04-14 14:30:54.710: INFO @main_loop : Epoch 335 done 2021-04-14 14:30:54.710: INFO @main_loop : Training epoch 336 2021-04-14 14:31:26.077: INFO @log_variables: train loss nanmean: 1.438181 2021-04-14 14:31:26.077: INFO @log_variables: train age_loss mean: 9.704354 2021-04-14 14:31:26.078: INFO @log_variables: train gender_loss mean: 0.302375 2021-04-14 14:31:26.078: INFO @log_variables: train age_mae mean: 9.059564 2021-04-14 14:31:26.078: INFO @log_variables: train gender_accuracy mean: 0.870587 2021-04-14 14:31:26.078: INFO @log_variables: train gender_confidence/loss nanmean: 0.070625 2021-04-14 14:31:26.078: INFO @log_variables: train gender_confidence/accuracy mean: 0.770472 2021-04-14 14:31:26.078: INFO @log_variables: train age_confidence/loss mean: 0.056832 2021-04-14 14:31:26.078: INFO @log_variables: train age_confidence/accuracy mean: 0.677373 2021-04-14 14:31:26.078: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 14:31:26.081: INFO @metrics_hook: train age_mae: 9.060 +-0.151 (13824) 2021-04-14 14:31:26.083: INFO @metrics_hook: train gender_accuracy: 0.871 +-0.006 (13824) 2021-04-14 14:31:28.492: INFO @decay_lr : LR updated to `5.5677014e-05` 2021-04-14 14:31:28.494: INFO @log_profile : T train: 30.493884 2021-04-14 14:31:28.494: INFO @log_profile : T read data: 0.300983 2021-04-14 14:31:28.494: INFO @log_profile : T hooks: 2.938627 2021-04-14 14:31:28.494: INFO @main_loop : Epoch 336 done 2021-04-14 14:31:28.495: INFO @main_loop : Training epoch 337 2021-04-14 14:31:59.612: INFO @log_variables: train loss nanmean: 1.465593 2021-04-14 14:31:59.612: INFO @log_variables: train age_loss mean: 9.846953 2021-04-14 14:31:59.612: INFO @log_variables: train gender_loss mean: 0.309232 2021-04-14 14:31:59.612: INFO @log_variables: train age_mae mean: 9.203027 2021-04-14 14:31:59.613: INFO @log_variables: train gender_accuracy mean: 0.867193 2021-04-14 14:31:59.613: INFO @log_variables: train gender_confidence/loss nanmean: 0.070521 2021-04-14 14:31:59.613: INFO @log_variables: train gender_confidence/accuracy mean: 0.769270 2021-04-14 14:31:59.613: INFO @log_variables: train age_confidence/loss mean: 0.056831 2021-04-14 14:31:59.613: INFO @log_variables: train age_confidence/accuracy mean: 0.676196 2021-04-14 14:31:59.613: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 14:31:59.614: INFO @metrics_hook: train age_mae: 9.203 +-0.155 (13817) 2021-04-14 14:31:59.616: INFO @metrics_hook: train gender_accuracy: 0.867 +-0.006 (13817) 2021-04-14 14:32:01.804: INFO @decay_lr : LR updated to `5.539863e-05` 2021-04-14 14:32:01.805: INFO @log_profile : T train: 30.062350 2021-04-14 14:32:01.805: INFO @log_profile : T read data: 0.436098 2021-04-14 14:32:01.805: INFO @log_profile : T hooks: 2.758549 2021-04-14 14:32:01.805: INFO @main_loop : Epoch 337 done 2021-04-14 14:32:01.805: INFO @main_loop : Training epoch 338 2021-04-14 14:32:32.041: INFO @log_variables: train loss nanmean: 1.457176 2021-04-14 14:32:32.041: INFO @log_variables: train age_loss mean: 9.740335 2021-04-14 14:32:32.041: INFO @log_variables: train gender_loss mean: 0.304250 2021-04-14 14:32:32.041: INFO @log_variables: train age_mae mean: 9.095310 2021-04-14 14:32:32.042: INFO @log_variables: train gender_accuracy mean: 0.869792 2021-04-14 14:32:32.042: INFO @log_variables: train gender_confidence/loss nanmean: 0.071245 2021-04-14 14:32:32.042: INFO @log_variables: train gender_confidence/accuracy mean: 0.767868 2021-04-14 14:32:32.042: INFO @log_variables: train age_confidence/loss mean: 0.056971 2021-04-14 14:32:32.042: INFO @log_variables: train age_confidence/accuracy mean: 0.674913 2021-04-14 14:32:32.042: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 14:32:32.044: INFO @metrics_hook: train age_mae: 9.095 +-0.155 (13824) 2021-04-14 14:32:32.046: INFO @metrics_hook: train gender_accuracy: 0.870 +-0.006 (13824) 2021-04-14 14:32:34.206: INFO @decay_lr : LR updated to `5.5121636e-05` 2021-04-14 14:32:34.208: INFO @log_profile : T train: 29.295537 2021-04-14 14:32:34.208: INFO @log_profile : T read data: 0.303198 2021-04-14 14:32:34.208: INFO @log_profile : T hooks: 2.747120 2021-04-14 14:32:34.208: INFO @main_loop : Epoch 338 done 2021-04-14 14:32:34.208: INFO @main_loop : Training epoch 339 2021-04-14 14:33:05.221: INFO @log_variables: train loss nanmean: 1.459396 2021-04-14 14:33:05.221: INFO @log_variables: train age_loss mean: 9.760204 2021-04-14 14:33:05.221: INFO @log_variables: train gender_loss mean: 0.311063 2021-04-14 14:33:05.221: INFO @log_variables: train age_mae mean: 9.115577 2021-04-14 14:33:05.221: INFO @log_variables: train gender_accuracy mean: 0.864366 2021-04-14 14:33:05.221: INFO @log_variables: train gender_confidence/loss nanmean: 0.069693 2021-04-14 14:33:05.221: INFO @log_variables: train gender_confidence/accuracy mean: 0.770472 2021-04-14 14:33:05.221: INFO @log_variables: train age_confidence/loss mean: 0.056688 2021-04-14 14:33:05.221: INFO @log_variables: train age_confidence/accuracy mean: 0.680917 2021-04-14 14:33:05.221: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 14:33:05.223: INFO @metrics_hook: train age_mae: 9.116 +-0.153 (13824) 2021-04-14 14:33:05.224: INFO @metrics_hook: train gender_accuracy: 0.864 +-0.006 (13824) 2021-04-14 14:33:07.654: INFO @decay_lr : LR updated to `5.4846027e-05` 2021-04-14 14:33:07.656: INFO @log_profile : T train: 30.073350 2021-04-14 14:33:07.656: INFO @log_profile : T read data: 0.313924 2021-04-14 14:33:07.656: INFO @log_profile : T hooks: 3.004372 2021-04-14 14:33:07.656: INFO @main_loop : Epoch 339 done 2021-04-14 14:33:07.656: INFO @main_loop : Training epoch 340 2021-04-14 14:33:38.185: INFO @log_variables: train loss nanmean: 1.447496 2021-04-14 14:33:38.185: INFO @log_variables: train age_loss mean: 9.702980 2021-04-14 14:33:38.185: INFO @log_variables: train gender_loss mean: 0.303838 2021-04-14 14:33:38.185: INFO @log_variables: train age_mae mean: 9.062049 2021-04-14 14:33:38.185: INFO @log_variables: train gender_accuracy mean: 0.869358 2021-04-14 14:33:38.185: INFO @log_variables: train gender_confidence/loss nanmean: 0.071117 2021-04-14 14:33:38.186: INFO @log_variables: train gender_confidence/accuracy mean: 0.772208 2021-04-14 14:33:38.186: INFO @log_variables: train age_confidence/loss mean: 0.056692 2021-04-14 14:33:38.186: INFO @log_variables: train age_confidence/accuracy mean: 0.678313 2021-04-14 14:33:38.186: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 14:33:38.187: INFO @metrics_hook: train age_mae: 9.062 +-0.151 (13824) 2021-04-14 14:33:38.188: INFO @metrics_hook: train gender_accuracy: 0.869 +-0.006 (13824) 2021-04-14 14:33:40.537: INFO @decay_lr : LR updated to `5.4571796e-05` 2021-04-14 14:33:40.538: INFO @log_profile : T train: 29.630693 2021-04-14 14:33:40.538: INFO @log_profile : T read data: 0.316234 2021-04-14 14:33:40.538: INFO @log_profile : T hooks: 2.882130 2021-04-14 14:33:40.538: INFO @main_loop : Epoch 340 done 2021-04-14 14:33:40.538: INFO @main_loop : Training epoch 341 2021-04-14 14:34:11.420: INFO @log_variables: train loss nanmean: 1.485740 2021-04-14 14:34:11.421: INFO @log_variables: train age_loss mean: 9.822181 2021-04-14 14:34:11.421: INFO @log_variables: train gender_loss mean: 0.313170 2021-04-14 14:34:11.421: INFO @log_variables: train age_mae mean: 9.176802 2021-04-14 14:34:11.421: INFO @log_variables: train gender_accuracy mean: 0.862064 2021-04-14 14:34:11.421: INFO @log_variables: train gender_confidence/loss nanmean: 0.070016 2021-04-14 14:34:11.421: INFO @log_variables: train gender_confidence/accuracy mean: 0.765668 2021-04-14 14:34:11.421: INFO @log_variables: train age_confidence/loss mean: 0.056733 2021-04-14 14:34:11.421: INFO @log_variables: train age_confidence/accuracy mean: 0.675496 2021-04-14 14:34:11.421: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 14:34:11.423: INFO @metrics_hook: train age_mae: 9.177 +-0.153 (13818) 2021-04-14 14:34:11.425: INFO @metrics_hook: train gender_accuracy: 0.862 +-0.006 (13818) 2021-04-14 14:34:14.021: INFO @decay_lr : LR updated to `5.4298936e-05` 2021-04-14 14:34:14.022: INFO @log_profile : T train: 29.849180 2021-04-14 14:34:14.022: INFO @log_profile : T read data: 0.434861 2021-04-14 14:34:14.022: INFO @log_profile : T hooks: 3.146695 2021-04-14 14:34:14.023: INFO @main_loop : Epoch 341 done 2021-04-14 14:34:14.023: INFO @main_loop : Training epoch 342 2021-04-14 14:34:44.762: INFO @log_variables: train loss nanmean: 1.453784 2021-04-14 14:34:44.762: INFO @log_variables: train age_loss mean: 9.577485 2021-04-14 14:34:44.762: INFO @log_variables: train gender_loss mean: 0.309027 2021-04-14 14:34:44.762: INFO @log_variables: train age_mae mean: 8.939406 2021-04-14 14:34:44.762: INFO @log_variables: train gender_accuracy mean: 0.867694 2021-04-14 14:34:44.762: INFO @log_variables: train gender_confidence/loss nanmean: 0.071332 2021-04-14 14:34:44.762: INFO @log_variables: train gender_confidence/accuracy mean: 0.761574 2021-04-14 14:34:44.763: INFO @log_variables: train age_confidence/loss mean: 0.057120 2021-04-14 14:34:44.763: INFO @log_variables: train age_confidence/accuracy mean: 0.669054 2021-04-14 14:34:44.763: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 14:34:44.765: INFO @metrics_hook: train age_mae: 8.939 +-0.150 (13824) 2021-04-14 14:34:44.766: INFO @metrics_hook: train gender_accuracy: 0.868 +-0.006 (13824) 2021-04-14 14:34:52.235: INFO @decay_lr : LR updated to `5.402744e-05` 2021-04-14 14:34:52.236: INFO @log_profile : T train: 29.865775 2021-04-14 14:34:52.236: INFO @log_profile : T read data: 0.309431 2021-04-14 14:34:52.236: INFO @log_profile : T hooks: 7.986990 2021-04-14 14:34:52.237: INFO @main_loop : Epoch 342 done 2021-04-14 14:34:52.237: INFO @main_loop : Training epoch 343 2021-04-14 14:35:22.663: INFO @log_variables: train loss nanmean: 1.453995 2021-04-14 14:35:22.664: INFO @log_variables: train age_loss mean: 9.760096 2021-04-14 14:35:22.664: INFO @log_variables: train gender_loss mean: 0.298074 2021-04-14 14:35:22.664: INFO @log_variables: train age_mae mean: 9.116035 2021-04-14 14:35:22.664: INFO @log_variables: train gender_accuracy mean: 0.873553 2021-04-14 14:35:22.664: INFO @log_variables: train gender_confidence/loss nanmean: 0.071322 2021-04-14 14:35:22.664: INFO @log_variables: train gender_confidence/accuracy mean: 0.762370 2021-04-14 14:35:22.664: INFO @log_variables: train age_confidence/loss mean: 0.057038 2021-04-14 14:35:22.664: INFO @log_variables: train age_confidence/accuracy mean: 0.676432 2021-04-14 14:35:22.664: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 14:35:22.667: INFO @metrics_hook: train age_mae: 9.116 +-0.153 (13824) 2021-04-14 14:35:22.670: INFO @metrics_hook: train gender_accuracy: 0.874 +-0.006 (13824) 2021-04-14 14:35:24.869: INFO @decay_lr : LR updated to `5.3757303e-05` 2021-04-14 14:35:24.870: INFO @log_profile : T train: 29.508572 2021-04-14 14:35:24.870: INFO @log_profile : T read data: 0.308851 2021-04-14 14:35:24.870: INFO @log_profile : T hooks: 2.762950 2021-04-14 14:35:24.870: INFO @main_loop : Epoch 343 done 2021-04-14 14:35:24.870: INFO @main_loop : Training epoch 344 2021-04-14 14:35:55.661: INFO @log_variables: train loss nanmean: 1.452399 2021-04-14 14:35:55.662: INFO @log_variables: train age_loss mean: 9.665516 2021-04-14 14:35:55.662: INFO @log_variables: train gender_loss mean: 0.313301 2021-04-14 14:35:55.662: INFO @log_variables: train age_mae mean: 9.022243 2021-04-14 14:35:55.662: INFO @log_variables: train gender_accuracy mean: 0.868071 2021-04-14 14:35:55.662: INFO @log_variables: train gender_confidence/loss nanmean: 0.072803 2021-04-14 14:35:55.662: INFO @log_variables: train gender_confidence/accuracy mean: 0.760602 2021-04-14 14:35:55.662: INFO @log_variables: train age_confidence/loss mean: 0.057300 2021-04-14 14:35:55.663: INFO @log_variables: train age_confidence/accuracy mean: 0.674265 2021-04-14 14:35:55.663: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 14:35:55.665: INFO @metrics_hook: train age_mae: 9.022 +-0.153 (13818) 2021-04-14 14:35:55.668: INFO @metrics_hook: train gender_accuracy: 0.868 +-0.006 (13818) 2021-04-14 14:35:57.802: INFO @decay_lr : LR updated to `5.348852e-05` 2021-04-14 14:35:57.803: INFO @log_profile : T train: 29.724253 2021-04-14 14:35:57.804: INFO @log_profile : T read data: 0.430189 2021-04-14 14:35:57.804: INFO @log_profile : T hooks: 2.725002 2021-04-14 14:35:57.804: INFO @main_loop : Epoch 344 done 2021-04-14 14:35:57.804: INFO @main_loop : Training epoch 345 2021-04-14 14:36:28.293: INFO @log_variables: train loss nanmean: 1.470365 2021-04-14 14:36:28.293: INFO @log_variables: train age_loss mean: 9.777288 2021-04-14 14:36:28.293: INFO @log_variables: train gender_loss mean: 0.305793 2021-04-14 14:36:28.294: INFO @log_variables: train age_mae mean: 9.134093 2021-04-14 14:36:28.294: INFO @log_variables: train gender_accuracy mean: 0.868707 2021-04-14 14:36:28.294: INFO @log_variables: train gender_confidence/loss nanmean: 0.069488 2021-04-14 14:36:28.294: INFO @log_variables: train gender_confidence/accuracy mean: 0.774740 2021-04-14 14:36:28.294: INFO @log_variables: train age_confidence/loss mean: 0.056799 2021-04-14 14:36:28.294: INFO @log_variables: train age_confidence/accuracy mean: 0.674841 2021-04-14 14:36:28.294: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 14:36:28.296: INFO @metrics_hook: train age_mae: 9.134 +-0.154 (13824) 2021-04-14 14:36:28.297: INFO @metrics_hook: train gender_accuracy: 0.869 +-0.006 (13824) 2021-04-14 14:36:30.510: INFO @decay_lr : LR updated to `5.3221076e-05` 2021-04-14 14:36:30.512: INFO @log_profile : T train: 29.542166 2021-04-14 14:36:30.512: INFO @log_profile : T read data: 0.320180 2021-04-14 14:36:30.512: INFO @log_profile : T hooks: 2.790847 2021-04-14 14:36:30.512: INFO @main_loop : Epoch 345 done 2021-04-14 14:36:30.512: INFO @main_loop : Training epoch 346 2021-04-14 14:37:01.757: INFO @log_variables: train loss nanmean: 1.465095 2021-04-14 14:37:01.758: INFO @log_variables: train age_loss mean: 9.730779 2021-04-14 14:37:01.758: INFO @log_variables: train gender_loss mean: 0.307287 2021-04-14 14:37:01.758: INFO @log_variables: train age_mae mean: 9.087152 2021-04-14 14:37:01.758: INFO @log_variables: train gender_accuracy mean: 0.867694 2021-04-14 14:37:01.758: INFO @log_variables: train gender_confidence/loss nanmean: 0.070696 2021-04-14 14:37:01.758: INFO @log_variables: train gender_confidence/accuracy mean: 0.771846 2021-04-14 14:37:01.758: INFO @log_variables: train age_confidence/loss mean: 0.056522 2021-04-14 14:37:01.759: INFO @log_variables: train age_confidence/accuracy mean: 0.676794 2021-04-14 14:37:01.759: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 14:37:01.761: INFO @metrics_hook: train age_mae: 9.087 +-0.152 (13824) 2021-04-14 14:37:01.763: INFO @metrics_hook: train gender_accuracy: 0.868 +-0.006 (13824) 2021-04-14 14:37:04.010: INFO @decay_lr : LR updated to `5.2954972e-05` 2021-04-14 14:37:04.012: INFO @log_profile : T train: 30.319776 2021-04-14 14:37:04.012: INFO @log_profile : T read data: 0.307903 2021-04-14 14:37:04.012: INFO @log_profile : T hooks: 2.819262 2021-04-14 14:37:04.012: INFO @main_loop : Epoch 346 done 2021-04-14 14:37:04.012: INFO @main_loop : Training epoch 347 2021-04-14 14:37:35.723: INFO @log_variables: train loss nanmean: 1.445245 2021-04-14 14:37:35.724: INFO @log_variables: train age_loss mean: 9.724602 2021-04-14 14:37:35.724: INFO @log_variables: train gender_loss mean: 0.300540 2021-04-14 14:37:35.724: INFO @log_variables: train age_mae mean: 9.083797 2021-04-14 14:37:35.724: INFO @log_variables: train gender_accuracy mean: 0.871183 2021-04-14 14:37:35.724: INFO @log_variables: train gender_confidence/loss nanmean: 0.070861 2021-04-14 14:37:35.724: INFO @log_variables: train gender_confidence/accuracy mean: 0.772254 2021-04-14 14:37:35.724: INFO @log_variables: train age_confidence/loss mean: 0.056459 2021-04-14 14:37:35.724: INFO @log_variables: train age_confidence/accuracy mean: 0.680634 2021-04-14 14:37:35.724: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 14:37:35.726: INFO @metrics_hook: train age_mae: 9.084 +-0.152 (13818) 2021-04-14 14:37:35.727: INFO @metrics_hook: train gender_accuracy: 0.871 +-0.006 (13818) 2021-04-14 14:37:37.982: INFO @decay_lr : LR updated to `5.2690197e-05` 2021-04-14 14:37:37.983: INFO @log_profile : T train: 30.694288 2021-04-14 14:37:37.983: INFO @log_profile : T read data: 0.448462 2021-04-14 14:37:37.983: INFO @log_profile : T hooks: 2.776521 2021-04-14 14:37:37.983: INFO @main_loop : Epoch 347 done 2021-04-14 14:37:37.984: INFO @main_loop : Training epoch 348 2021-04-14 14:38:09.524: INFO @log_variables: train loss nanmean: 1.440849 2021-04-14 14:38:09.524: INFO @log_variables: train age_loss mean: 9.738740 2021-04-14 14:38:09.524: INFO @log_variables: train gender_loss mean: 0.300880 2021-04-14 14:38:09.524: INFO @log_variables: train age_mae mean: 9.094857 2021-04-14 14:38:09.524: INFO @log_variables: train gender_accuracy mean: 0.869719 2021-04-14 14:38:09.524: INFO @log_variables: train gender_confidence/loss nanmean: 0.069733 2021-04-14 14:38:09.524: INFO @log_variables: train gender_confidence/accuracy mean: 0.774595 2021-04-14 14:38:09.524: INFO @log_variables: train age_confidence/loss mean: 0.056637 2021-04-14 14:38:09.524: INFO @log_variables: train age_confidence/accuracy mean: 0.677662 2021-04-14 14:38:09.524: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 14:38:09.526: INFO @metrics_hook: train age_mae: 9.095 +-0.154 (13824) 2021-04-14 14:38:09.528: INFO @metrics_hook: train gender_accuracy: 0.870 +-0.006 (13824) 2021-04-14 14:38:11.863: INFO @decay_lr : LR updated to `5.2426745e-05` 2021-04-14 14:38:11.864: INFO @log_profile : T train: 30.650445 2021-04-14 14:38:11.864: INFO @log_profile : T read data: 0.313585 2021-04-14 14:38:11.864: INFO @log_profile : T hooks: 2.863473 2021-04-14 14:38:11.864: INFO @main_loop : Epoch 348 done 2021-04-14 14:38:11.864: INFO @main_loop : Training epoch 349 2021-04-14 14:38:43.584: INFO @log_variables: train loss nanmean: 1.444898 2021-04-14 14:38:43.585: INFO @log_variables: train age_loss mean: 9.663456 2021-04-14 14:38:43.585: INFO @log_variables: train gender_loss mean: 0.314439 2021-04-14 14:38:43.585: INFO @log_variables: train age_mae mean: 9.019199 2021-04-14 14:38:43.585: INFO @log_variables: train gender_accuracy mean: 0.863860 2021-04-14 14:38:43.585: INFO @log_variables: train gender_confidence/loss nanmean: 0.070278 2021-04-14 14:38:43.585: INFO @log_variables: train gender_confidence/accuracy mean: 0.763961 2021-04-14 14:38:43.585: INFO @log_variables: train age_confidence/loss mean: 0.057439 2021-04-14 14:38:43.586: INFO @log_variables: train age_confidence/accuracy mean: 0.669632 2021-04-14 14:38:43.586: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 14:38:43.588: INFO @metrics_hook: train age_mae: 9.019 +-0.152 (13824) 2021-04-14 14:38:43.590: INFO @metrics_hook: train gender_accuracy: 0.864 +-0.006 (13824) 2021-04-14 14:38:46.358: INFO @decay_lr : LR updated to `5.216461e-05` 2021-04-14 14:38:46.360: INFO @log_profile : T train: 30.793629 2021-04-14 14:38:46.360: INFO @log_profile : T read data: 0.324611 2021-04-14 14:38:46.360: INFO @log_profile : T hooks: 3.322504 2021-04-14 14:38:46.360: INFO @main_loop : Epoch 349 done 2021-04-14 14:38:46.360: INFO @main_loop : Training epoch 350 2021-04-14 14:39:17.877: INFO @log_variables: train loss nanmean: 1.469656 2021-04-14 14:39:17.877: INFO @log_variables: train age_loss mean: 9.771608 2021-04-14 14:39:17.878: INFO @log_variables: train gender_loss mean: 0.299693 2021-04-14 14:39:17.878: INFO @log_variables: train age_mae mean: 9.128778 2021-04-14 14:39:17.878: INFO @log_variables: train gender_accuracy mean: 0.872919 2021-04-14 14:39:17.878: INFO @log_variables: train gender_confidence/loss nanmean: 0.070280 2021-04-14 14:39:17.878: INFO @log_variables: train gender_confidence/accuracy mean: 0.771675 2021-04-14 14:39:17.878: INFO @log_variables: train age_confidence/loss mean: 0.056298 2021-04-14 14:39:17.878: INFO @log_variables: train age_confidence/accuracy mean: 0.680489 2021-04-14 14:39:17.878: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 14:39:17.880: INFO @metrics_hook: train age_mae: 9.129 +-0.153 (13818) 2021-04-14 14:39:17.882: INFO @metrics_hook: train gender_accuracy: 0.873 +-0.006 (13818) 2021-04-14 14:39:19.992: INFO @decay_lr : LR updated to `5.190379e-05` 2021-04-14 14:39:19.993: INFO @log_profile : T train: 30.461753 2021-04-14 14:39:19.993: INFO @log_profile : T read data: 0.431458 2021-04-14 14:39:19.993: INFO @log_profile : T hooks: 2.684802 2021-04-14 14:39:19.994: INFO @main_loop : Epoch 350 done 2021-04-14 14:39:19.994: INFO @main_loop : Training epoch 351 2021-04-14 14:39:50.168: INFO @log_variables: train loss nanmean: 1.442112 2021-04-14 14:39:50.168: INFO @log_variables: train age_loss mean: 9.611918 2021-04-14 14:39:50.168: INFO @log_variables: train gender_loss mean: 0.302578 2021-04-14 14:39:50.168: INFO @log_variables: train age_mae mean: 8.973530 2021-04-14 14:39:50.168: INFO @log_variables: train gender_accuracy mean: 0.872975 2021-04-14 14:39:50.168: INFO @log_variables: train gender_confidence/loss nanmean: 0.071582 2021-04-14 14:39:50.168: INFO @log_variables: train gender_confidence/accuracy mean: 0.771340 2021-04-14 14:39:50.169: INFO @log_variables: train age_confidence/loss mean: 0.057075 2021-04-14 14:39:50.169: INFO @log_variables: train age_confidence/accuracy mean: 0.676866 2021-04-14 14:39:50.169: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 14:39:50.171: INFO @metrics_hook: train age_mae: 8.974 +-0.151 (13824) 2021-04-14 14:39:50.173: INFO @metrics_hook: train gender_accuracy: 0.873 +-0.006 (13824) 2021-04-14 14:39:52.335: INFO @decay_lr : LR updated to `5.164427e-05` 2021-04-14 14:39:52.336: INFO @log_profile : T train: 29.216664 2021-04-14 14:39:52.337: INFO @log_profile : T read data: 0.314578 2021-04-14 14:39:52.337: INFO @log_profile : T hooks: 2.756841 2021-04-14 14:39:52.337: INFO @main_loop : Epoch 351 done 2021-04-14 14:39:52.337: INFO @main_loop : Training epoch 352 2021-04-14 14:40:23.446: INFO @log_variables: train loss nanmean: 1.440999 2021-04-14 14:40:23.446: INFO @log_variables: train age_loss mean: 9.706005 2021-04-14 14:40:23.446: INFO @log_variables: train gender_loss mean: 0.304524 2021-04-14 14:40:23.447: INFO @log_variables: train age_mae mean: 9.065611 2021-04-14 14:40:23.447: INFO @log_variables: train gender_accuracy mean: 0.869502 2021-04-14 14:40:23.447: INFO @log_variables: train gender_confidence/loss nanmean: 0.071137 2021-04-14 14:40:23.447: INFO @log_variables: train gender_confidence/accuracy mean: 0.769314 2021-04-14 14:40:23.447: INFO @log_variables: train age_confidence/loss mean: 0.056834 2021-04-14 14:40:23.447: INFO @log_variables: train age_confidence/accuracy mean: 0.675781 2021-04-14 14:40:23.447: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 14:40:23.449: INFO @metrics_hook: train age_mae: 9.066 +-0.152 (13824) 2021-04-14 14:40:23.451: INFO @metrics_hook: train gender_accuracy: 0.870 +-0.006 (13824) 2021-04-14 14:40:25.545: INFO @decay_lr : LR updated to `5.138605e-05` 2021-04-14 14:40:25.546: INFO @log_profile : T train: 30.155984 2021-04-14 14:40:25.546: INFO @log_profile : T read data: 0.311310 2021-04-14 14:40:25.546: INFO @log_profile : T hooks: 2.688777 2021-04-14 14:40:25.547: INFO @main_loop : Epoch 352 done 2021-04-14 14:40:25.547: INFO @main_loop : Training epoch 353 2021-04-14 14:40:56.803: INFO @log_variables: train loss nanmean: 1.451585 2021-04-14 14:40:56.803: INFO @log_variables: train age_loss mean: 9.677844 2021-04-14 14:40:56.803: INFO @log_variables: train gender_loss mean: 0.310130 2021-04-14 14:40:56.803: INFO @log_variables: train age_mae mean: 9.035774 2021-04-14 14:40:56.803: INFO @log_variables: train gender_accuracy mean: 0.865885 2021-04-14 14:40:56.803: INFO @log_variables: train gender_confidence/loss nanmean: 0.070489 2021-04-14 14:40:56.803: INFO @log_variables: train gender_confidence/accuracy mean: 0.768736 2021-04-14 14:40:56.803: INFO @log_variables: train age_confidence/loss mean: 0.057223 2021-04-14 14:40:56.803: INFO @log_variables: train age_confidence/accuracy mean: 0.669126 2021-04-14 14:40:56.803: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 14:40:56.805: INFO @metrics_hook: train age_mae: 9.036 +-0.152 (13824) 2021-04-14 14:40:56.807: INFO @metrics_hook: train gender_accuracy: 0.866 +-0.006 (13824) 2021-04-14 14:40:59.030: INFO @decay_lr : LR updated to `5.1129122e-05` 2021-04-14 14:40:59.031: INFO @log_profile : T train: 30.348321 2021-04-14 14:40:59.031: INFO @log_profile : T read data: 0.328602 2021-04-14 14:40:59.031: INFO @log_profile : T hooks: 2.756337 2021-04-14 14:40:59.032: INFO @main_loop : Epoch 353 done 2021-04-14 14:40:59.032: INFO @main_loop : Training epoch 354 2021-04-14 14:41:30.322: INFO @log_variables: train loss nanmean: 1.460627 2021-04-14 14:41:30.323: INFO @log_variables: train age_loss mean: 9.689693 2021-04-14 14:41:30.323: INFO @log_variables: train gender_loss mean: 0.310973 2021-04-14 14:41:30.323: INFO @log_variables: train age_mae mean: 9.046755 2021-04-14 14:41:30.323: INFO @log_variables: train gender_accuracy mean: 0.864370 2021-04-14 14:41:30.323: INFO @log_variables: train gender_confidence/loss nanmean: 0.071271 2021-04-14 14:41:30.323: INFO @log_variables: train gender_confidence/accuracy mean: 0.761309 2021-04-14 14:41:30.323: INFO @log_variables: train age_confidence/loss mean: 0.057706 2021-04-14 14:41:30.323: INFO @log_variables: train age_confidence/accuracy mean: 0.664254 2021-04-14 14:41:30.323: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 14:41:30.324: INFO @metrics_hook: train age_mae: 9.047 +-0.154 (13817) 2021-04-14 14:41:30.326: INFO @metrics_hook: train gender_accuracy: 0.864 +-0.006 (13817) 2021-04-14 14:41:32.579: INFO @decay_lr : LR updated to `5.0873477e-05` 2021-04-14 14:41:32.581: INFO @log_profile : T train: 30.250380 2021-04-14 14:41:32.581: INFO @log_profile : T read data: 0.441851 2021-04-14 14:41:32.581: INFO @log_profile : T hooks: 2.804346 2021-04-14 14:41:32.581: INFO @main_loop : Epoch 354 done 2021-04-14 14:41:32.581: INFO @main_loop : Training epoch 355 2021-04-14 14:42:03.944: INFO @log_variables: train loss nanmean: 1.444887 2021-04-14 14:42:03.945: INFO @log_variables: train age_loss mean: 9.641084 2021-04-14 14:42:03.945: INFO @log_variables: train gender_loss mean: 0.298676 2021-04-14 14:42:03.945: INFO @log_variables: train age_mae mean: 8.999575 2021-04-14 14:42:03.945: INFO @log_variables: train gender_accuracy mean: 0.871962 2021-04-14 14:42:03.945: INFO @log_variables: train gender_confidence/loss nanmean: 0.070592 2021-04-14 14:42:03.945: INFO @log_variables: train gender_confidence/accuracy mean: 0.773220 2021-04-14 14:42:03.945: INFO @log_variables: train age_confidence/loss mean: 0.057124 2021-04-14 14:42:03.945: INFO @log_variables: train age_confidence/accuracy mean: 0.667679 2021-04-14 14:42:03.945: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 14:42:03.947: INFO @metrics_hook: train age_mae: 9.000 +-0.152 (13824) 2021-04-14 14:42:03.948: INFO @metrics_hook: train gender_accuracy: 0.872 +-0.006 (13824) 2021-04-14 14:42:06.142: INFO @decay_lr : LR updated to `5.061911e-05` 2021-04-14 14:42:06.144: INFO @log_profile : T train: 30.451856 2021-04-14 14:42:06.145: INFO @log_profile : T read data: 0.317877 2021-04-14 14:42:06.145: INFO @log_profile : T hooks: 2.737725 2021-04-14 14:42:06.145: INFO @main_loop : Epoch 355 done 2021-04-14 14:42:06.145: INFO @main_loop : Training epoch 356 2021-04-14 14:42:36.539: INFO @log_variables: train loss nanmean: 1.452035 2021-04-14 14:42:36.539: INFO @log_variables: train age_loss mean: 9.631654 2021-04-14 14:42:36.539: INFO @log_variables: train gender_loss mean: 0.299840 2021-04-14 14:42:36.539: INFO @log_variables: train age_mae mean: 8.990531 2021-04-14 14:42:36.539: INFO @log_variables: train gender_accuracy mean: 0.868996 2021-04-14 14:42:36.539: INFO @log_variables: train gender_confidence/loss nanmean: 0.070463 2021-04-14 14:42:36.539: INFO @log_variables: train gender_confidence/accuracy mean: 0.772352 2021-04-14 14:42:36.539: INFO @log_variables: train age_confidence/loss mean: 0.058094 2021-04-14 14:42:36.539: INFO @log_variables: train age_confidence/accuracy mean: 0.667969 2021-04-14 14:42:36.539: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 14:42:36.541: INFO @metrics_hook: train age_mae: 8.991 +-0.155 (13824) 2021-04-14 14:42:36.542: INFO @metrics_hook: train gender_accuracy: 0.869 +-0.006 (13824) 2021-04-14 14:42:38.797: INFO @decay_lr : LR updated to `5.0366016e-05` 2021-04-14 14:42:38.798: INFO @log_profile : T train: 29.525022 2021-04-14 14:42:38.798: INFO @log_profile : T read data: 0.300181 2021-04-14 14:42:38.798: INFO @log_profile : T hooks: 2.774648 2021-04-14 14:42:38.799: INFO @main_loop : Epoch 356 done 2021-04-14 14:42:38.799: INFO @main_loop : Training epoch 357 2021-04-14 14:43:09.982: INFO @log_variables: train loss nanmean: 1.451140 2021-04-14 14:43:09.982: INFO @log_variables: train age_loss mean: 9.740390 2021-04-14 14:43:09.982: INFO @log_variables: train gender_loss mean: 0.304239 2021-04-14 14:43:09.983: INFO @log_variables: train age_mae mean: 9.100475 2021-04-14 14:43:09.983: INFO @log_variables: train gender_accuracy mean: 0.869663 2021-04-14 14:43:09.983: INFO @log_variables: train gender_confidence/loss nanmean: 0.070612 2021-04-14 14:43:09.983: INFO @log_variables: train gender_confidence/accuracy mean: 0.768346 2021-04-14 14:43:09.983: INFO @log_variables: train age_confidence/loss mean: 0.056472 2021-04-14 14:43:09.983: INFO @log_variables: train age_confidence/accuracy mean: 0.674627 2021-04-14 14:43:09.983: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 14:43:09.985: INFO @metrics_hook: train age_mae: 9.100 +-0.152 (13818) 2021-04-14 14:43:09.987: INFO @metrics_hook: train gender_accuracy: 0.870 +-0.006 (13818) 2021-04-14 14:43:12.092: INFO @decay_lr : LR updated to `5.0114184e-05` 2021-04-14 14:43:12.093: INFO @log_profile : T train: 30.109883 2021-04-14 14:43:12.093: INFO @log_profile : T read data: 0.437027 2021-04-14 14:43:12.093: INFO @log_profile : T hooks: 2.693395 2021-04-14 14:43:12.093: INFO @main_loop : Epoch 357 done 2021-04-14 14:43:12.093: INFO @main_loop : Training epoch 358 2021-04-14 14:43:43.062: INFO @log_variables: train loss nanmean: 1.442259 2021-04-14 14:43:43.062: INFO @log_variables: train age_loss mean: 9.758949 2021-04-14 14:43:43.062: INFO @log_variables: train gender_loss mean: 0.303031 2021-04-14 14:43:43.062: INFO @log_variables: train age_mae mean: 9.113705 2021-04-14 14:43:43.062: INFO @log_variables: train gender_accuracy mean: 0.869430 2021-04-14 14:43:43.062: INFO @log_variables: train gender_confidence/loss nanmean: 0.070516 2021-04-14 14:43:43.062: INFO @log_variables: train gender_confidence/accuracy mean: 0.769097 2021-04-14 14:43:43.062: INFO @log_variables: train age_confidence/loss mean: 0.056652 2021-04-14 14:43:43.062: INFO @log_variables: train age_confidence/accuracy mean: 0.675420 2021-04-14 14:43:43.062: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 14:43:43.064: INFO @metrics_hook: train age_mae: 9.114 +-0.153 (13824) 2021-04-14 14:43:43.065: INFO @metrics_hook: train gender_accuracy: 0.869 +-0.006 (13824) 2021-04-14 14:43:45.244: INFO @decay_lr : LR updated to `4.9863615e-05` 2021-04-14 14:43:45.245: INFO @log_profile : T train: 30.060285 2021-04-14 14:43:45.245: INFO @log_profile : T read data: 0.293373 2021-04-14 14:43:45.245: INFO @log_profile : T hooks: 2.746334 2021-04-14 14:43:45.245: INFO @main_loop : Epoch 358 done 2021-04-14 14:43:45.245: INFO @main_loop : Training epoch 359 2021-04-14 14:44:15.551: INFO @log_variables: train loss nanmean: 1.438419 2021-04-14 14:44:15.551: INFO @log_variables: train age_loss mean: 9.728035 2021-04-14 14:44:15.551: INFO @log_variables: train gender_loss mean: 0.297899 2021-04-14 14:44:15.551: INFO @log_variables: train age_mae mean: 9.088588 2021-04-14 14:44:15.551: INFO @log_variables: train gender_accuracy mean: 0.870587 2021-04-14 14:44:15.551: INFO @log_variables: train gender_confidence/loss nanmean: 0.070653 2021-04-14 14:44:15.551: INFO @log_variables: train gender_confidence/accuracy mean: 0.770689 2021-04-14 14:44:15.552: INFO @log_variables: train age_confidence/loss mean: 0.057001 2021-04-14 14:44:15.552: INFO @log_variables: train age_confidence/accuracy mean: 0.675420 2021-04-14 14:44:15.552: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 14:44:15.554: INFO @metrics_hook: train age_mae: 9.089 +-0.152 (13824) 2021-04-14 14:44:15.555: INFO @metrics_hook: train gender_accuracy: 0.871 +-0.006 (13824) 2021-04-14 14:44:17.886: INFO @decay_lr : LR updated to `4.9614297e-05` 2021-04-14 14:44:17.887: INFO @log_profile : T train: 29.399493 2021-04-14 14:44:17.887: INFO @log_profile : T read data: 0.302147 2021-04-14 14:44:17.887: INFO @log_profile : T hooks: 2.887546 2021-04-14 14:44:17.887: INFO @main_loop : Epoch 359 done 2021-04-14 14:44:17.887: INFO @main_loop : Training epoch 360 2021-04-14 14:44:49.318: INFO @log_variables: train loss nanmean: 1.421158 2021-04-14 14:44:49.318: INFO @log_variables: train age_loss mean: 9.558529 2021-04-14 14:44:49.318: INFO @log_variables: train gender_loss mean: 0.301826 2021-04-14 14:44:49.318: INFO @log_variables: train age_mae mean: 8.918400 2021-04-14 14:44:49.318: INFO @log_variables: train gender_accuracy mean: 0.867419 2021-04-14 14:44:49.318: INFO @log_variables: train gender_confidence/loss nanmean: 0.069197 2021-04-14 14:44:49.318: INFO @log_variables: train gender_confidence/accuracy mean: 0.776813 2021-04-14 14:44:49.319: INFO @log_variables: train age_confidence/loss mean: 0.057440 2021-04-14 14:44:49.319: INFO @log_variables: train age_confidence/accuracy mean: 0.670864 2021-04-14 14:44:49.319: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 14:44:49.321: INFO @metrics_hook: train age_mae: 8.918 +-0.150 (13818) 2021-04-14 14:44:49.325: INFO @metrics_hook: train gender_accuracy: 0.867 +-0.006 (13818) 2021-04-14 14:44:51.576: INFO @decay_lr : LR updated to `4.9366226e-05` 2021-04-14 14:44:51.577: INFO @log_profile : T train: 30.406555 2021-04-14 14:44:51.577: INFO @log_profile : T read data: 0.430565 2021-04-14 14:44:51.577: INFO @log_profile : T hooks: 2.798308 2021-04-14 14:44:51.577: INFO @main_loop : Epoch 360 done 2021-04-14 14:44:51.577: INFO @main_loop : Training epoch 361 2021-04-14 14:45:22.107: INFO @log_variables: train loss nanmean: 1.444006 2021-04-14 14:45:22.109: INFO @log_variables: train age_loss mean: 9.531178 2021-04-14 14:45:22.109: INFO @log_variables: train gender_loss mean: 0.302823 2021-04-14 14:45:22.109: INFO @log_variables: train age_mae mean: 8.891390 2021-04-14 14:45:22.110: INFO @log_variables: train gender_accuracy mean: 0.874060 2021-04-14 14:45:22.110: INFO @log_variables: train gender_confidence/loss nanmean: 0.072565 2021-04-14 14:45:22.111: INFO @log_variables: train gender_confidence/accuracy mean: 0.766638 2021-04-14 14:45:22.111: INFO @log_variables: train age_confidence/loss mean: 0.057730 2021-04-14 14:45:22.111: INFO @log_variables: train age_confidence/accuracy mean: 0.665220 2021-04-14 14:45:22.111: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 14:45:22.113: INFO @metrics_hook: train age_mae: 8.891 +-0.151 (13824) 2021-04-14 14:45:22.114: INFO @metrics_hook: train gender_accuracy: 0.874 +-0.006 (13824) 2021-04-14 14:45:24.431: INFO @decay_lr : LR updated to `4.9119397e-05` 2021-04-14 14:45:24.433: INFO @log_profile : T train: 29.647341 2021-04-14 14:45:24.433: INFO @log_profile : T read data: 0.305444 2021-04-14 14:45:24.433: INFO @log_profile : T hooks: 2.851403 2021-04-14 14:45:24.433: INFO @main_loop : Epoch 361 done 2021-04-14 14:45:24.433: INFO @main_loop : Training epoch 362 2021-04-14 14:45:55.778: INFO @log_variables: train loss nanmean: 1.437987 2021-04-14 14:45:55.778: INFO @log_variables: train age_loss mean: 9.597787 2021-04-14 14:45:55.778: INFO @log_variables: train gender_loss mean: 0.299429 2021-04-14 14:45:55.778: INFO @log_variables: train age_mae mean: 8.957423 2021-04-14 14:45:55.778: INFO @log_variables: train gender_accuracy mean: 0.870515 2021-04-14 14:45:55.778: INFO @log_variables: train gender_confidence/loss nanmean: 0.070182 2021-04-14 14:45:55.778: INFO @log_variables: train gender_confidence/accuracy mean: 0.772931 2021-04-14 14:45:55.778: INFO @log_variables: train age_confidence/loss mean: 0.056936 2021-04-14 14:45:55.778: INFO @log_variables: train age_confidence/accuracy mean: 0.678964 2021-04-14 14:45:55.778: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 14:45:55.779: INFO @metrics_hook: train age_mae: 8.957 +-0.152 (13824) 2021-04-14 14:45:55.781: INFO @metrics_hook: train gender_accuracy: 0.871 +-0.006 (13824) 2021-04-14 14:45:58.135: INFO @decay_lr : LR updated to `4.88738e-05` 2021-04-14 14:45:58.136: INFO @log_profile : T train: 30.441872 2021-04-14 14:45:58.137: INFO @log_profile : T read data: 0.315226 2021-04-14 14:45:58.137: INFO @log_profile : T hooks: 2.893397 2021-04-14 14:45:58.137: INFO @main_loop : Epoch 362 done 2021-04-14 14:45:58.137: INFO @main_loop : Training epoch 363 2021-04-14 14:46:29.461: INFO @log_variables: train loss nanmean: 1.440448 2021-04-14 14:46:29.461: INFO @log_variables: train age_loss mean: 9.722862 2021-04-14 14:46:29.461: INFO @log_variables: train gender_loss mean: 0.295425 2021-04-14 14:46:29.461: INFO @log_variables: train age_mae mean: 9.078383 2021-04-14 14:46:29.461: INFO @log_variables: train gender_accuracy mean: 0.872179 2021-04-14 14:46:29.461: INFO @log_variables: train gender_confidence/loss nanmean: 0.070499 2021-04-14 14:46:29.461: INFO @log_variables: train gender_confidence/accuracy mean: 0.774812 2021-04-14 14:46:29.461: INFO @log_variables: train age_confidence/loss mean: 0.057112 2021-04-14 14:46:29.461: INFO @log_variables: train age_confidence/accuracy mean: 0.672815 2021-04-14 14:46:29.461: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 14:46:29.463: INFO @metrics_hook: train age_mae: 9.078 +-0.152 (13824) 2021-04-14 14:46:29.464: INFO @metrics_hook: train gender_accuracy: 0.872 +-0.006 (13824) 2021-04-14 14:46:31.682: INFO @decay_lr : LR updated to `4.862943e-05` 2021-04-14 14:46:31.684: INFO @log_profile : T train: 30.413499 2021-04-14 14:46:31.684: INFO @log_profile : T read data: 0.320732 2021-04-14 14:46:31.684: INFO @log_profile : T hooks: 2.759158 2021-04-14 14:46:31.684: INFO @main_loop : Epoch 363 done 2021-04-14 14:46:31.684: INFO @main_loop : Training epoch 364 2021-04-14 14:47:02.913: INFO @log_variables: train loss nanmean: 1.422270 2021-04-14 14:47:02.914: INFO @log_variables: train age_loss mean: 9.528485 2021-04-14 14:47:02.914: INFO @log_variables: train gender_loss mean: 0.289929 2021-04-14 14:47:02.914: INFO @log_variables: train age_mae mean: 8.888286 2021-04-14 14:47:02.914: INFO @log_variables: train gender_accuracy mean: 0.876248 2021-04-14 14:47:02.914: INFO @log_variables: train gender_confidence/loss nanmean: 0.070199 2021-04-14 14:47:02.914: INFO @log_variables: train gender_confidence/accuracy mean: 0.776885 2021-04-14 14:47:02.914: INFO @log_variables: train age_confidence/loss mean: 0.057219 2021-04-14 14:47:02.914: INFO @log_variables: train age_confidence/accuracy mean: 0.675930 2021-04-14 14:47:02.914: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 14:47:02.916: INFO @metrics_hook: train age_mae: 8.888 +-0.149 (13818) 2021-04-14 14:47:02.918: INFO @metrics_hook: train gender_accuracy: 0.876 +-0.006 (13818) 2021-04-14 14:47:05.186: INFO @decay_lr : LR updated to `4.8386282e-05` 2021-04-14 14:47:05.189: INFO @log_profile : T train: 30.155946 2021-04-14 14:47:05.189: INFO @log_profile : T read data: 0.444074 2021-04-14 14:47:05.190: INFO @log_profile : T hooks: 2.851567 2021-04-14 14:47:05.190: INFO @main_loop : Epoch 364 done 2021-04-14 14:47:05.190: INFO @main_loop : Training epoch 365 2021-04-14 14:47:36.298: INFO @log_variables: train loss nanmean: 1.446269 2021-04-14 14:47:36.298: INFO @log_variables: train age_loss mean: 9.751484 2021-04-14 14:47:36.298: INFO @log_variables: train gender_loss mean: 0.300251 2021-04-14 14:47:36.298: INFO @log_variables: train age_mae mean: 9.107932 2021-04-14 14:47:36.298: INFO @log_variables: train gender_accuracy mean: 0.868634 2021-04-14 14:47:36.298: INFO @log_variables: train gender_confidence/loss nanmean: 0.069189 2021-04-14 14:47:36.299: INFO @log_variables: train gender_confidence/accuracy mean: 0.772714 2021-04-14 14:47:36.299: INFO @log_variables: train age_confidence/loss mean: 0.056725 2021-04-14 14:47:36.299: INFO @log_variables: train age_confidence/accuracy mean: 0.680700 2021-04-14 14:47:36.299: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 14:47:36.301: INFO @metrics_hook: train age_mae: 9.108 +-0.152 (13824) 2021-04-14 14:47:36.303: INFO @metrics_hook: train gender_accuracy: 0.869 +-0.006 (13824) 2021-04-14 14:47:38.414: INFO @decay_lr : LR updated to `4.814435e-05` 2021-04-14 14:47:38.416: INFO @log_profile : T train: 30.163920 2021-04-14 14:47:38.416: INFO @log_profile : T read data: 0.310438 2021-04-14 14:47:38.416: INFO @log_profile : T hooks: 2.697702 2021-04-14 14:47:38.416: INFO @main_loop : Epoch 365 done 2021-04-14 14:47:38.416: INFO @main_loop : Training epoch 366 2021-04-14 14:48:09.700: INFO @log_variables: train loss nanmean: 1.431210 2021-04-14 14:48:09.702: INFO @log_variables: train age_loss mean: 9.631602 2021-04-14 14:48:09.702: INFO @log_variables: train gender_loss mean: 0.296471 2021-04-14 14:48:09.702: INFO @log_variables: train age_mae mean: 8.990778 2021-04-14 14:48:09.702: INFO @log_variables: train gender_accuracy mean: 0.869864 2021-04-14 14:48:09.702: INFO @log_variables: train gender_confidence/loss nanmean: 0.069165 2021-04-14 14:48:09.702: INFO @log_variables: train gender_confidence/accuracy mean: 0.773655 2021-04-14 14:48:09.702: INFO @log_variables: train age_confidence/loss mean: 0.057587 2021-04-14 14:48:09.703: INFO @log_variables: train age_confidence/accuracy mean: 0.671658 2021-04-14 14:48:09.703: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 14:48:09.705: INFO @metrics_hook: train age_mae: 8.991 +-0.150 (13824) 2021-04-14 14:48:09.707: INFO @metrics_hook: train gender_accuracy: 0.870 +-0.006 (13824) 2021-04-14 14:48:12.024: INFO @decay_lr : LR updated to `4.7903628e-05` 2021-04-14 14:48:12.025: INFO @log_profile : T train: 30.367049 2021-04-14 14:48:12.025: INFO @log_profile : T read data: 0.313989 2021-04-14 14:48:12.025: INFO @log_profile : T hooks: 2.875808 2021-04-14 14:48:12.025: INFO @main_loop : Epoch 366 done 2021-04-14 14:48:12.026: INFO @main_loop : Training epoch 367 2021-04-14 14:48:43.484: INFO @log_variables: train loss nanmean: 1.424177 2021-04-14 14:48:43.485: INFO @log_variables: train age_loss mean: 9.596153 2021-04-14 14:48:43.485: INFO @log_variables: train gender_loss mean: 0.293595 2021-04-14 14:48:43.485: INFO @log_variables: train age_mae mean: 8.956476 2021-04-14 14:48:43.485: INFO @log_variables: train gender_accuracy mean: 0.876104 2021-04-14 14:48:43.485: INFO @log_variables: train gender_confidence/loss nanmean: 0.069863 2021-04-14 14:48:43.485: INFO @log_variables: train gender_confidence/accuracy mean: 0.779635 2021-04-14 14:48:43.485: INFO @log_variables: train age_confidence/loss mean: 0.057050 2021-04-14 14:48:43.485: INFO @log_variables: train age_confidence/accuracy mean: 0.675930 2021-04-14 14:48:43.485: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 14:48:43.486: INFO @metrics_hook: train age_mae: 8.956 +-0.148 (13818) 2021-04-14 14:48:43.488: INFO @metrics_hook: train gender_accuracy: 0.876 +-0.006 (13818) 2021-04-14 14:48:45.769: INFO @decay_lr : LR updated to `4.766411e-05` 2021-04-14 14:48:45.770: INFO @log_profile : T train: 30.434513 2021-04-14 14:48:45.770: INFO @log_profile : T read data: 0.432332 2021-04-14 14:48:45.770: INFO @log_profile : T hooks: 2.821725 2021-04-14 14:48:45.770: INFO @main_loop : Epoch 367 done 2021-04-14 14:48:45.770: INFO @main_loop : Training epoch 368 2021-04-14 14:49:16.387: INFO @log_variables: train loss nanmean: 1.414016 2021-04-14 14:49:16.387: INFO @log_variables: train age_loss mean: 9.557031 2021-04-14 14:49:16.387: INFO @log_variables: train gender_loss mean: 0.296813 2021-04-14 14:49:16.387: INFO @log_variables: train age_mae mean: 8.920568 2021-04-14 14:49:16.387: INFO @log_variables: train gender_accuracy mean: 0.873192 2021-04-14 14:49:16.387: INFO @log_variables: train gender_confidence/loss nanmean: 0.068830 2021-04-14 14:49:16.387: INFO @log_variables: train gender_confidence/accuracy mean: 0.779876 2021-04-14 14:49:16.387: INFO @log_variables: train age_confidence/loss mean: 0.057276 2021-04-14 14:49:16.387: INFO @log_variables: train age_confidence/accuracy mean: 0.676143 2021-04-14 14:49:16.387: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 14:49:16.389: INFO @metrics_hook: train age_mae: 8.921 +-0.150 (13824) 2021-04-14 14:49:16.391: INFO @metrics_hook: train gender_accuracy: 0.873 +-0.006 (13824) 2021-04-14 14:49:18.660: INFO @decay_lr : LR updated to `4.742579e-05` 2021-04-14 14:49:18.662: INFO @log_profile : T train: 29.704246 2021-04-14 14:49:18.662: INFO @log_profile : T read data: 0.310194 2021-04-14 14:49:18.662: INFO @log_profile : T hooks: 2.821608 2021-04-14 14:49:18.662: INFO @main_loop : Epoch 368 done 2021-04-14 14:49:18.662: INFO @main_loop : Training epoch 369 2021-04-14 14:49:49.901: INFO @log_variables: train loss nanmean: 1.401355 2021-04-14 14:49:49.901: INFO @log_variables: train age_loss mean: 9.397294 2021-04-14 14:49:49.901: INFO @log_variables: train gender_loss mean: 0.290562 2021-04-14 14:49:49.901: INFO @log_variables: train age_mae mean: 8.761753 2021-04-14 14:49:49.901: INFO @log_variables: train gender_accuracy mean: 0.877243 2021-04-14 14:49:49.901: INFO @log_variables: train gender_confidence/loss nanmean: 0.070819 2021-04-14 14:49:49.901: INFO @log_variables: train gender_confidence/accuracy mean: 0.777922 2021-04-14 14:49:49.902: INFO @log_variables: train age_confidence/loss mean: 0.057731 2021-04-14 14:49:49.902: INFO @log_variables: train age_confidence/accuracy mean: 0.668113 2021-04-14 14:49:49.902: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 14:49:49.903: INFO @metrics_hook: train age_mae: 8.762 +-0.148 (13824) 2021-04-14 14:49:49.905: INFO @metrics_hook: train gender_accuracy: 0.877 +-0.006 (13824) 2021-04-14 14:49:52.264: INFO @decay_lr : LR updated to `4.718866e-05` 2021-04-14 14:49:52.266: INFO @log_profile : T train: 30.360281 2021-04-14 14:49:52.266: INFO @log_profile : T read data: 0.315647 2021-04-14 14:49:52.266: INFO @log_profile : T hooks: 2.874701 2021-04-14 14:49:52.266: INFO @main_loop : Epoch 369 done 2021-04-14 14:49:52.266: INFO @main_loop : Training epoch 370 2021-04-14 14:50:23.613: INFO @log_variables: train loss nanmean: 1.439193 2021-04-14 14:50:23.613: INFO @log_variables: train age_loss mean: 9.614203 2021-04-14 14:50:23.613: INFO @log_variables: train gender_loss mean: 0.298018 2021-04-14 14:50:23.613: INFO @log_variables: train age_mae mean: 8.971395 2021-04-14 14:50:23.613: INFO @log_variables: train gender_accuracy mean: 0.870748 2021-04-14 14:50:23.613: INFO @log_variables: train gender_confidence/loss nanmean: 0.069008 2021-04-14 14:50:23.613: INFO @log_variables: train gender_confidence/accuracy mean: 0.774208 2021-04-14 14:50:23.613: INFO @log_variables: train age_confidence/loss mean: 0.057099 2021-04-14 14:50:23.613: INFO @log_variables: train age_confidence/accuracy mean: 0.674555 2021-04-14 14:50:23.613: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 14:50:23.615: INFO @metrics_hook: train age_mae: 8.971 +-0.151 (13818) 2021-04-14 14:50:23.616: INFO @metrics_hook: train gender_accuracy: 0.871 +-0.006 (13818) 2021-04-14 14:50:25.748: INFO @decay_lr : LR updated to `4.6952715e-05` 2021-04-14 14:50:25.749: INFO @log_profile : T train: 30.316120 2021-04-14 14:50:25.749: INFO @log_profile : T read data: 0.435935 2021-04-14 14:50:25.750: INFO @log_profile : T hooks: 2.678939 2021-04-14 14:50:25.750: INFO @main_loop : Epoch 370 done 2021-04-14 14:50:25.750: INFO @main_loop : Training epoch 371 2021-04-14 14:50:55.961: INFO @log_variables: train loss nanmean: 1.410766 2021-04-14 14:50:55.961: INFO @log_variables: train age_loss mean: 9.552991 2021-04-14 14:50:55.961: INFO @log_variables: train gender_loss mean: 0.294133 2021-04-14 14:50:55.961: INFO @log_variables: train age_mae mean: 8.916217 2021-04-14 14:50:55.961: INFO @log_variables: train gender_accuracy mean: 0.876374 2021-04-14 14:50:55.961: INFO @log_variables: train gender_confidence/loss nanmean: 0.070403 2021-04-14 14:50:55.961: INFO @log_variables: train gender_confidence/accuracy mean: 0.774957 2021-04-14 14:50:55.961: INFO @log_variables: train age_confidence/loss mean: 0.056852 2021-04-14 14:50:55.961: INFO @log_variables: train age_confidence/accuracy mean: 0.674769 2021-04-14 14:50:55.961: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 14:50:55.962: INFO @metrics_hook: train age_mae: 8.916 +-0.150 (13824) 2021-04-14 14:50:55.964: INFO @metrics_hook: train gender_accuracy: 0.876 +-0.006 (13824) 2021-04-14 14:50:58.150: INFO @decay_lr : LR updated to `4.6717953e-05` 2021-04-14 14:50:58.152: INFO @log_profile : T train: 29.273664 2021-04-14 14:50:58.152: INFO @log_profile : T read data: 0.305070 2021-04-14 14:50:58.152: INFO @log_profile : T hooks: 2.768086 2021-04-14 14:50:58.152: INFO @main_loop : Epoch 371 done 2021-04-14 14:50:58.152: INFO @main_loop : Training epoch 372 2021-04-14 14:51:29.127: INFO @log_variables: train loss nanmean: 1.443898 2021-04-14 14:51:29.127: INFO @log_variables: train age_loss mean: 9.570917 2021-04-14 14:51:29.127: INFO @log_variables: train gender_loss mean: 0.305388 2021-04-14 14:51:29.127: INFO @log_variables: train age_mae mean: 8.930671 2021-04-14 14:51:29.127: INFO @log_variables: train gender_accuracy mean: 0.868273 2021-04-14 14:51:29.127: INFO @log_variables: train gender_confidence/loss nanmean: 0.071578 2021-04-14 14:51:29.127: INFO @log_variables: train gender_confidence/accuracy mean: 0.757885 2021-04-14 14:51:29.128: INFO @log_variables: train age_confidence/loss mean: 0.057066 2021-04-14 14:51:29.128: INFO @log_variables: train age_confidence/accuracy mean: 0.673177 2021-04-14 14:51:29.128: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 14:51:29.130: INFO @metrics_hook: train age_mae: 8.931 +-0.149 (13824) 2021-04-14 14:51:29.132: INFO @metrics_hook: train gender_accuracy: 0.868 +-0.006 (13824) 2021-04-14 14:51:31.429: INFO @decay_lr : LR updated to `4.648436e-05` 2021-04-14 14:51:31.431: INFO @log_profile : T train: 30.044211 2021-04-14 14:51:31.431: INFO @log_profile : T read data: 0.302646 2021-04-14 14:51:31.431: INFO @log_profile : T hooks: 2.878650 2021-04-14 14:51:31.431: INFO @main_loop : Epoch 372 done 2021-04-14 14:51:31.431: INFO @main_loop : Training epoch 373 2021-04-14 14:52:01.964: INFO @log_variables: train loss nanmean: 1.441431 2021-04-14 14:52:01.964: INFO @log_variables: train age_loss mean: 9.623363 2021-04-14 14:52:01.964: INFO @log_variables: train gender_loss mean: 0.297829 2021-04-14 14:52:01.964: INFO @log_variables: train age_mae mean: 8.981184 2021-04-14 14:52:01.964: INFO @log_variables: train gender_accuracy mean: 0.874222 2021-04-14 14:52:01.964: INFO @log_variables: train gender_confidence/loss nanmean: 0.070063 2021-04-14 14:52:01.964: INFO @log_variables: train gender_confidence/accuracy mean: 0.772109 2021-04-14 14:52:01.964: INFO @log_variables: train age_confidence/loss mean: 0.058207 2021-04-14 14:52:01.964: INFO @log_variables: train age_confidence/accuracy mean: 0.664278 2021-04-14 14:52:01.964: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 14:52:01.965: INFO @metrics_hook: train age_mae: 8.981 +-0.152 (13818) 2021-04-14 14:52:01.967: INFO @metrics_hook: train gender_accuracy: 0.874 +-0.006 (13818) 2021-04-14 14:52:04.421: INFO @decay_lr : LR updated to `4.625194e-05` 2021-04-14 14:52:04.423: INFO @log_profile : T train: 29.518314 2021-04-14 14:52:04.423: INFO @log_profile : T read data: 0.431049 2021-04-14 14:52:04.423: INFO @log_profile : T hooks: 2.989289 2021-04-14 14:52:04.423: INFO @main_loop : Epoch 373 done 2021-04-14 14:52:04.423: INFO @main_loop : Training epoch 374 2021-04-14 14:52:35.714: INFO @log_variables: train loss nanmean: 1.447162 2021-04-14 14:52:35.714: INFO @log_variables: train age_loss mean: 9.568525 2021-04-14 14:52:35.715: INFO @log_variables: train gender_loss mean: 0.305111 2021-04-14 14:52:35.715: INFO @log_variables: train age_mae mean: 8.929562 2021-04-14 14:52:35.715: INFO @log_variables: train gender_accuracy mean: 0.870298 2021-04-14 14:52:35.715: INFO @log_variables: train gender_confidence/loss nanmean: 0.071427 2021-04-14 14:52:35.715: INFO @log_variables: train gender_confidence/accuracy mean: 0.767578 2021-04-14 14:52:35.715: INFO @log_variables: train age_confidence/loss mean: 0.056985 2021-04-14 14:52:35.715: INFO @log_variables: train age_confidence/accuracy mean: 0.674118 2021-04-14 14:52:35.715: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 14:52:35.717: INFO @metrics_hook: train age_mae: 8.930 +-0.150 (13824) 2021-04-14 14:52:35.719: INFO @metrics_hook: train gender_accuracy: 0.870 +-0.006 (13824) 2021-04-14 14:52:38.027: INFO @decay_lr : LR updated to `4.602068e-05` 2021-04-14 14:52:38.028: INFO @log_profile : T train: 30.408864 2021-04-14 14:52:38.028: INFO @log_profile : T read data: 0.300122 2021-04-14 14:52:38.028: INFO @log_profile : T hooks: 2.844968 2021-04-14 14:52:38.028: INFO @main_loop : Epoch 374 done 2021-04-14 14:52:38.028: INFO @main_loop : Training epoch 375 2021-04-14 14:53:09.356: INFO @log_variables: train loss nanmean: 1.433040 2021-04-14 14:53:09.357: INFO @log_variables: train age_loss mean: 9.542205 2021-04-14 14:53:09.357: INFO @log_variables: train gender_loss mean: 0.305281 2021-04-14 14:53:09.357: INFO @log_variables: train age_mae mean: 8.903038 2021-04-14 14:53:09.357: INFO @log_variables: train gender_accuracy mean: 0.870515 2021-04-14 14:53:09.357: INFO @log_variables: train gender_confidence/loss nanmean: 0.071265 2021-04-14 14:53:09.357: INFO @log_variables: train gender_confidence/accuracy mean: 0.766999 2021-04-14 14:53:09.357: INFO @log_variables: train age_confidence/loss mean: 0.057700 2021-04-14 14:53:09.357: INFO @log_variables: train age_confidence/accuracy mean: 0.671007 2021-04-14 14:53:09.358: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 14:53:09.361: INFO @metrics_hook: train age_mae: 8.903 +-0.150 (13824) 2021-04-14 14:53:09.364: INFO @metrics_hook: train gender_accuracy: 0.871 +-0.006 (13824) 2021-04-14 14:53:11.717: INFO @decay_lr : LR updated to `4.5790577e-05` 2021-04-14 14:53:11.719: INFO @log_profile : T train: 30.440094 2021-04-14 14:53:11.719: INFO @log_profile : T read data: 0.310409 2021-04-14 14:53:11.719: INFO @log_profile : T hooks: 2.888633 2021-04-14 14:53:11.719: INFO @main_loop : Epoch 375 done 2021-04-14 14:53:11.719: INFO @main_loop : Training epoch 376 2021-04-14 14:53:43.226: INFO @log_variables: train loss nanmean: 1.415830 2021-04-14 14:53:43.227: INFO @log_variables: train age_loss mean: 9.517016 2021-04-14 14:53:43.227: INFO @log_variables: train gender_loss mean: 0.297155 2021-04-14 14:53:43.227: INFO @log_variables: train age_mae mean: 8.881971 2021-04-14 14:53:43.227: INFO @log_variables: train gender_accuracy mean: 0.872893 2021-04-14 14:53:43.227: INFO @log_variables: train gender_confidence/loss nanmean: 0.069784 2021-04-14 14:53:43.227: INFO @log_variables: train gender_confidence/accuracy mean: 0.776025 2021-04-14 14:53:43.227: INFO @log_variables: train age_confidence/loss mean: 0.057222 2021-04-14 14:53:43.227: INFO @log_variables: train age_confidence/accuracy mean: 0.674817 2021-04-14 14:53:43.227: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 14:53:43.230: INFO @metrics_hook: train age_mae: 8.882 +-0.149 (13823) 2021-04-14 14:53:43.233: INFO @metrics_hook: train gender_accuracy: 0.873 +-0.006 (13823) 2021-04-14 14:53:45.574: INFO @decay_lr : LR updated to `4.5561625e-05` 2021-04-14 14:53:45.575: INFO @log_profile : T train: 30.582914 2021-04-14 14:53:45.575: INFO @log_profile : T read data: 0.311449 2021-04-14 14:53:45.575: INFO @log_profile : T hooks: 2.909032 2021-04-14 14:53:45.575: INFO @main_loop : Epoch 376 done 2021-04-14 14:53:45.575: INFO @main_loop : Training epoch 377 2021-04-14 14:54:17.066: INFO @log_variables: train loss nanmean: 1.419411 2021-04-14 14:54:17.067: INFO @log_variables: train age_loss mean: 9.492530 2021-04-14 14:54:17.067: INFO @log_variables: train gender_loss mean: 0.297572 2021-04-14 14:54:17.067: INFO @log_variables: train age_mae mean: 8.854214 2021-04-14 14:54:17.067: INFO @log_variables: train gender_accuracy mean: 0.872114 2021-04-14 14:54:17.067: INFO @log_variables: train gender_confidence/loss nanmean: 0.070260 2021-04-14 14:54:17.067: INFO @log_variables: train gender_confidence/accuracy mean: 0.776507 2021-04-14 14:54:17.067: INFO @log_variables: train age_confidence/loss mean: 0.056839 2021-04-14 14:54:17.067: INFO @log_variables: train age_confidence/accuracy mean: 0.683506 2021-04-14 14:54:17.067: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 14:54:17.069: INFO @metrics_hook: train age_mae: 8.854 +-0.151 (13817) 2021-04-14 14:54:17.071: INFO @metrics_hook: train gender_accuracy: 0.872 +-0.006 (13817) 2021-04-14 14:54:19.245: INFO @decay_lr : LR updated to `4.5333818e-05` 2021-04-14 14:54:19.247: INFO @log_profile : T train: 30.434872 2021-04-14 14:54:19.247: INFO @log_profile : T read data: 0.428144 2021-04-14 14:54:19.247: INFO @log_profile : T hooks: 2.755185 2021-04-14 14:54:19.247: INFO @main_loop : Epoch 377 done 2021-04-14 14:54:19.247: INFO @main_loop : Training epoch 378 2021-04-14 14:54:50.191: INFO @log_variables: train loss nanmean: 1.424201 2021-04-14 14:54:50.191: INFO @log_variables: train age_loss mean: 9.690141 2021-04-14 14:54:50.191: INFO @log_variables: train gender_loss mean: 0.304242 2021-04-14 14:54:50.191: INFO @log_variables: train age_mae mean: 9.049090 2021-04-14 14:54:50.191: INFO @log_variables: train gender_accuracy mean: 0.865813 2021-04-14 14:54:50.192: INFO @log_variables: train gender_confidence/loss nanmean: 0.070433 2021-04-14 14:54:50.192: INFO @log_variables: train gender_confidence/accuracy mean: 0.770833 2021-04-14 14:54:50.192: INFO @log_variables: train age_confidence/loss mean: 0.057137 2021-04-14 14:54:50.192: INFO @log_variables: train age_confidence/accuracy mean: 0.671007 2021-04-14 14:54:50.192: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 14:54:50.194: INFO @metrics_hook: train age_mae: 9.049 +-0.152 (13824) 2021-04-14 14:54:50.196: INFO @metrics_hook: train gender_accuracy: 0.866 +-0.006 (13824) 2021-04-14 14:54:52.301: INFO @decay_lr : LR updated to `4.510715e-05` 2021-04-14 14:54:52.302: INFO @log_profile : T train: 30.016901 2021-04-14 14:54:52.302: INFO @log_profile : T read data: 0.312622 2021-04-14 14:54:52.302: INFO @log_profile : T hooks: 2.672141 2021-04-14 14:54:52.302: INFO @main_loop : Epoch 378 done 2021-04-14 14:54:52.302: INFO @main_loop : Training epoch 379 2021-04-14 14:55:22.483: INFO @log_variables: train loss nanmean: 1.427892 2021-04-14 14:55:22.483: INFO @log_variables: train age_loss mean: 9.544076 2021-04-14 14:55:22.483: INFO @log_variables: train gender_loss mean: 0.300364 2021-04-14 14:55:22.483: INFO @log_variables: train age_mae mean: 8.903739 2021-04-14 14:55:22.483: INFO @log_variables: train gender_accuracy mean: 0.871672 2021-04-14 14:55:22.483: INFO @log_variables: train gender_confidence/loss nanmean: 0.070121 2021-04-14 14:55:22.483: INFO @log_variables: train gender_confidence/accuracy mean: 0.763889 2021-04-14 14:55:22.483: INFO @log_variables: train age_confidence/loss mean: 0.057124 2021-04-14 14:55:22.484: INFO @log_variables: train age_confidence/accuracy mean: 0.677300 2021-04-14 14:55:22.484: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 14:55:22.486: INFO @metrics_hook: train age_mae: 8.904 +-0.151 (13824) 2021-04-14 14:55:22.488: INFO @metrics_hook: train gender_accuracy: 0.872 +-0.006 (13824) 2021-04-14 14:55:24.728: INFO @decay_lr : LR updated to `4.4881614e-05` 2021-04-14 14:55:24.730: INFO @log_profile : T train: 29.249978 2021-04-14 14:55:24.730: INFO @log_profile : T read data: 0.310309 2021-04-14 14:55:24.730: INFO @log_profile : T hooks: 2.813404 2021-04-14 14:55:24.730: INFO @main_loop : Epoch 379 done 2021-04-14 14:55:24.730: INFO @main_loop : Training epoch 380 2021-04-14 14:55:56.108: INFO @log_variables: train loss nanmean: 1.428026 2021-04-14 14:55:56.109: INFO @log_variables: train age_loss mean: 9.496702 2021-04-14 14:55:56.109: INFO @log_variables: train gender_loss mean: 0.298534 2021-04-14 14:55:56.109: INFO @log_variables: train age_mae mean: 8.857843 2021-04-14 14:55:56.109: INFO @log_variables: train gender_accuracy mean: 0.871038 2021-04-14 14:55:56.109: INFO @log_variables: train gender_confidence/loss nanmean: 0.070951 2021-04-14 14:55:56.109: INFO @log_variables: train gender_confidence/accuracy mean: 0.774280 2021-04-14 14:55:56.109: INFO @log_variables: train age_confidence/loss mean: 0.057528 2021-04-14 14:55:56.109: INFO @log_variables: train age_confidence/accuracy mean: 0.673252 2021-04-14 14:55:56.109: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 14:55:56.111: INFO @metrics_hook: train age_mae: 8.858 +-0.151 (13818) 2021-04-14 14:55:56.112: INFO @metrics_hook: train gender_accuracy: 0.871 +-0.006 (13818) 2021-04-14 14:55:58.481: INFO @decay_lr : LR updated to `4.4657205e-05` 2021-04-14 14:55:58.482: INFO @log_profile : T train: 30.361131 2021-04-14 14:55:58.482: INFO @log_profile : T read data: 0.447235 2021-04-14 14:55:58.482: INFO @log_profile : T hooks: 2.886801 2021-04-14 14:55:58.482: INFO @main_loop : Epoch 380 done 2021-04-14 14:55:58.482: INFO @main_loop : Training epoch 381 2021-04-14 14:56:28.989: INFO @log_variables: train loss nanmean: 1.406280 2021-04-14 14:56:28.989: INFO @log_variables: train age_loss mean: 9.578230 2021-04-14 14:56:28.990: INFO @log_variables: train gender_loss mean: 0.293733 2021-04-14 14:56:28.990: INFO @log_variables: train age_mae mean: 8.941334 2021-04-14 14:56:28.990: INFO @log_variables: train gender_accuracy mean: 0.876230 2021-04-14 14:56:28.990: INFO @log_variables: train gender_confidence/loss nanmean: 0.070958 2021-04-14 14:56:28.990: INFO @log_variables: train gender_confidence/accuracy mean: 0.767361 2021-04-14 14:56:28.990: INFO @log_variables: train age_confidence/loss mean: 0.057610 2021-04-14 14:56:28.990: INFO @log_variables: train age_confidence/accuracy mean: 0.672164 2021-04-14 14:56:28.990: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 14:56:28.992: INFO @metrics_hook: train age_mae: 8.941 +-0.152 (13824) 2021-04-14 14:56:28.993: INFO @metrics_hook: train gender_accuracy: 0.876 +-0.006 (13824) 2021-04-14 14:56:31.297: INFO @decay_lr : LR updated to `4.443392e-05` 2021-04-14 14:56:31.299: INFO @log_profile : T train: 29.625831 2021-04-14 14:56:31.299: INFO @log_profile : T read data: 0.305251 2021-04-14 14:56:31.299: INFO @log_profile : T hooks: 2.833578 2021-04-14 14:56:31.299: INFO @main_loop : Epoch 381 done 2021-04-14 14:56:31.299: INFO @main_loop : Training epoch 382 2021-04-14 14:57:02.741: INFO @log_variables: train loss nanmean: 1.449980 2021-04-14 14:57:02.742: INFO @log_variables: train age_loss mean: 9.607892 2021-04-14 14:57:02.742: INFO @log_variables: train gender_loss mean: 0.304606 2021-04-14 14:57:02.742: INFO @log_variables: train age_mae mean: 8.968195 2021-04-14 14:57:02.742: INFO @log_variables: train gender_accuracy mean: 0.867983 2021-04-14 14:57:02.742: INFO @log_variables: train gender_confidence/loss nanmean: 0.071167 2021-04-14 14:57:02.742: INFO @log_variables: train gender_confidence/accuracy mean: 0.766276 2021-04-14 14:57:02.742: INFO @log_variables: train age_confidence/loss mean: 0.057164 2021-04-14 14:57:02.742: INFO @log_variables: train age_confidence/accuracy mean: 0.675130 2021-04-14 14:57:02.742: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 14:57:02.744: INFO @metrics_hook: train age_mae: 8.968 +-0.151 (13824) 2021-04-14 14:57:02.746: INFO @metrics_hook: train gender_accuracy: 0.868 +-0.006 (13824) 2021-04-14 14:57:05.052: INFO @decay_lr : LR updated to `4.421175e-05` 2021-04-14 14:57:05.054: INFO @log_profile : T train: 30.555722 2021-04-14 14:57:05.054: INFO @log_profile : T read data: 0.319954 2021-04-14 14:57:05.054: INFO @log_profile : T hooks: 2.826824 2021-04-14 14:57:05.054: INFO @main_loop : Epoch 382 done 2021-04-14 14:57:05.054: INFO @main_loop : Training epoch 383 2021-04-14 14:57:36.208: INFO @log_variables: train loss nanmean: 1.401741 2021-04-14 14:57:36.208: INFO @log_variables: train age_loss mean: 9.541743 2021-04-14 14:57:36.208: INFO @log_variables: train gender_loss mean: 0.292015 2021-04-14 14:57:36.208: INFO @log_variables: train age_mae mean: 8.901764 2021-04-14 14:57:36.208: INFO @log_variables: train gender_accuracy mean: 0.873136 2021-04-14 14:57:36.208: INFO @log_variables: train gender_confidence/loss nanmean: 0.069448 2021-04-14 14:57:36.208: INFO @log_variables: train gender_confidence/accuracy mean: 0.771819 2021-04-14 14:57:36.208: INFO @log_variables: train age_confidence/loss mean: 0.057425 2021-04-14 14:57:36.208: INFO @log_variables: train age_confidence/accuracy mean: 0.669706 2021-04-14 14:57:36.208: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 14:57:36.210: INFO @metrics_hook: train age_mae: 8.902 +-0.151 (13818) 2021-04-14 14:57:36.212: INFO @metrics_hook: train gender_accuracy: 0.873 +-0.006 (13818) 2021-04-14 14:57:38.443: INFO @decay_lr : LR updated to `4.399069e-05` 2021-04-14 14:57:38.444: INFO @log_profile : T train: 30.151329 2021-04-14 14:57:38.444: INFO @log_profile : T read data: 0.411401 2021-04-14 14:57:38.444: INFO @log_profile : T hooks: 2.775242 2021-04-14 14:57:38.445: INFO @main_loop : Epoch 383 done 2021-04-14 14:57:38.445: INFO @main_loop : Training epoch 384 2021-04-14 14:58:09.410: INFO @log_variables: train loss nanmean: 1.431194 2021-04-14 14:58:09.411: INFO @log_variables: train age_loss mean: 9.615101 2021-04-14 14:58:09.411: INFO @log_variables: train gender_loss mean: 0.300221 2021-04-14 14:58:09.411: INFO @log_variables: train age_mae mean: 8.974713 2021-04-14 14:58:09.411: INFO @log_variables: train gender_accuracy mean: 0.869792 2021-04-14 14:58:09.411: INFO @log_variables: train gender_confidence/loss nanmean: 0.070022 2021-04-14 14:58:09.411: INFO @log_variables: train gender_confidence/accuracy mean: 0.774884 2021-04-14 14:58:09.411: INFO @log_variables: train age_confidence/loss mean: 0.056907 2021-04-14 14:58:09.411: INFO @log_variables: train age_confidence/accuracy mean: 0.678458 2021-04-14 14:58:09.411: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 14:58:09.414: INFO @metrics_hook: train age_mae: 8.975 +-0.152 (13824) 2021-04-14 14:58:09.416: INFO @metrics_hook: train gender_accuracy: 0.870 +-0.006 (13824) 2021-04-14 14:58:11.664: INFO @decay_lr : LR updated to `4.377074e-05` 2021-04-14 14:58:11.665: INFO @log_profile : T train: 30.026290 2021-04-14 14:58:11.666: INFO @log_profile : T read data: 0.304343 2021-04-14 14:58:11.666: INFO @log_profile : T hooks: 2.836556 2021-04-14 14:58:11.666: INFO @main_loop : Epoch 384 done 2021-04-14 14:58:11.666: INFO @main_loop : Training epoch 385 2021-04-14 14:58:42.908: INFO @log_variables: train loss nanmean: 1.419126 2021-04-14 14:58:42.908: INFO @log_variables: train age_loss mean: 9.601527 2021-04-14 14:58:42.908: INFO @log_variables: train gender_loss mean: 0.290558 2021-04-14 14:58:42.908: INFO @log_variables: train age_mae mean: 8.960340 2021-04-14 14:58:42.909: INFO @log_variables: train gender_accuracy mean: 0.878111 2021-04-14 14:58:42.909: INFO @log_variables: train gender_confidence/loss nanmean: 0.070410 2021-04-14 14:58:42.909: INFO @log_variables: train gender_confidence/accuracy mean: 0.769170 2021-04-14 14:58:42.909: INFO @log_variables: train age_confidence/loss mean: 0.057302 2021-04-14 14:58:42.909: INFO @log_variables: train age_confidence/accuracy mean: 0.670718 2021-04-14 14:58:42.909: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 14:58:42.912: INFO @metrics_hook: train age_mae: 8.960 +-0.153 (13824) 2021-04-14 14:58:42.914: INFO @metrics_hook: train gender_accuracy: 0.878 +-0.006 (13824) 2021-04-14 14:58:45.104: INFO @decay_lr : LR updated to `4.3551885e-05` 2021-04-14 14:58:45.106: INFO @log_profile : T train: 30.270969 2021-04-14 14:58:45.106: INFO @log_profile : T read data: 0.320477 2021-04-14 14:58:45.106: INFO @log_profile : T hooks: 2.794122 2021-04-14 14:58:45.106: INFO @main_loop : Epoch 385 done 2021-04-14 14:58:45.106: INFO @main_loop : Training epoch 386 2021-04-14 14:59:16.461: INFO @log_variables: train loss nanmean: 1.416907 2021-04-14 14:59:16.461: INFO @log_variables: train age_loss mean: 9.477571 2021-04-14 14:59:16.461: INFO @log_variables: train gender_loss mean: 0.296179 2021-04-14 14:59:16.461: INFO @log_variables: train age_mae mean: 8.837551 2021-04-14 14:59:16.461: INFO @log_variables: train gender_accuracy mean: 0.871183 2021-04-14 14:59:16.461: INFO @log_variables: train gender_confidence/loss nanmean: 0.069879 2021-04-14 14:59:16.461: INFO @log_variables: train gender_confidence/accuracy mean: 0.774497 2021-04-14 14:59:16.461: INFO @log_variables: train age_confidence/loss mean: 0.058188 2021-04-14 14:59:16.461: INFO @log_variables: train age_confidence/accuracy mean: 0.665147 2021-04-14 14:59:16.461: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 14:59:16.463: INFO @metrics_hook: train age_mae: 8.838 +-0.150 (13818) 2021-04-14 14:59:16.465: INFO @metrics_hook: train gender_accuracy: 0.871 +-0.006 (13818) 2021-04-14 14:59:18.830: INFO @decay_lr : LR updated to `4.3334127e-05` 2021-04-14 14:59:18.832: INFO @log_profile : T train: 30.302064 2021-04-14 14:59:18.832: INFO @log_profile : T read data: 0.434765 2021-04-14 14:59:18.832: INFO @log_profile : T hooks: 2.935666 2021-04-14 14:59:18.832: INFO @main_loop : Epoch 386 done 2021-04-14 14:59:18.832: INFO @main_loop : Training epoch 387 2021-04-14 14:59:50.390: INFO @log_variables: train loss nanmean: 1.430073 2021-04-14 14:59:50.390: INFO @log_variables: train age_loss mean: 9.502143 2021-04-14 14:59:50.390: INFO @log_variables: train gender_loss mean: 0.299139 2021-04-14 14:59:50.390: INFO @log_variables: train age_mae mean: 8.866370 2021-04-14 14:59:50.390: INFO @log_variables: train gender_accuracy mean: 0.872468 2021-04-14 14:59:50.390: INFO @log_variables: train gender_confidence/loss nanmean: 0.070711 2021-04-14 14:59:50.390: INFO @log_variables: train gender_confidence/accuracy mean: 0.773076 2021-04-14 14:59:50.390: INFO @log_variables: train age_confidence/loss mean: 0.057668 2021-04-14 14:59:50.390: INFO @log_variables: train age_confidence/accuracy mean: 0.669199 2021-04-14 14:59:50.390: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 14:59:50.392: INFO @metrics_hook: train age_mae: 8.866 +-0.150 (13824) 2021-04-14 14:59:50.394: INFO @metrics_hook: train gender_accuracy: 0.872 +-0.006 (13824) 2021-04-14 14:59:52.670: INFO @decay_lr : LR updated to `4.3117456e-05` 2021-04-14 14:59:52.671: INFO @log_profile : T train: 30.662695 2021-04-14 14:59:52.671: INFO @log_profile : T read data: 0.320009 2021-04-14 14:59:52.671: INFO @log_profile : T hooks: 2.804441 2021-04-14 14:59:52.672: INFO @main_loop : Epoch 387 done 2021-04-14 14:59:52.672: INFO @main_loop : Training epoch 388 2021-04-14 15:00:24.332: INFO @log_variables: train loss nanmean: 1.416831 2021-04-14 15:00:24.332: INFO @log_variables: train age_loss mean: 9.483534 2021-04-14 15:00:24.332: INFO @log_variables: train gender_loss mean: 0.291118 2021-04-14 15:00:24.332: INFO @log_variables: train age_mae mean: 8.845168 2021-04-14 15:00:24.332: INFO @log_variables: train gender_accuracy mean: 0.873843 2021-04-14 15:00:24.332: INFO @log_variables: train gender_confidence/loss nanmean: 0.069823 2021-04-14 15:00:24.332: INFO @log_variables: train gender_confidence/accuracy mean: 0.776186 2021-04-14 15:00:24.332: INFO @log_variables: train age_confidence/loss mean: 0.058136 2021-04-14 15:00:24.332: INFO @log_variables: train age_confidence/accuracy mean: 0.667318 2021-04-14 15:00:24.332: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 15:00:24.334: INFO @metrics_hook: train age_mae: 8.845 +-0.150 (13824) 2021-04-14 15:00:24.336: INFO @metrics_hook: train gender_accuracy: 0.874 +-0.006 (13824) 2021-04-14 15:00:26.713: INFO @decay_lr : LR updated to `4.290187e-05` 2021-04-14 15:00:26.715: INFO @log_profile : T train: 30.749116 2021-04-14 15:00:26.715: INFO @log_profile : T read data: 0.312096 2021-04-14 15:00:26.715: INFO @log_profile : T hooks: 2.928873 2021-04-14 15:00:26.715: INFO @main_loop : Epoch 388 done 2021-04-14 15:00:26.715: INFO @main_loop : Training epoch 389 2021-04-14 15:00:58.089: INFO @log_variables: train loss nanmean: 1.396867 2021-04-14 15:00:58.089: INFO @log_variables: train age_loss mean: 9.363100 2021-04-14 15:00:58.089: INFO @log_variables: train gender_loss mean: 0.292033 2021-04-14 15:00:58.089: INFO @log_variables: train age_mae mean: 8.724416 2021-04-14 15:00:58.089: INFO @log_variables: train gender_accuracy mean: 0.877315 2021-04-14 15:00:58.089: INFO @log_variables: train gender_confidence/loss nanmean: 0.070323 2021-04-14 15:00:58.089: INFO @log_variables: train gender_confidence/accuracy mean: 0.779007 2021-04-14 15:00:58.090: INFO @log_variables: train age_confidence/loss mean: 0.057787 2021-04-14 15:00:58.090: INFO @log_variables: train age_confidence/accuracy mean: 0.671513 2021-04-14 15:00:58.090: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 15:00:58.092: INFO @metrics_hook: train age_mae: 8.724 +-0.148 (13824) 2021-04-14 15:00:58.095: INFO @metrics_hook: train gender_accuracy: 0.877 +-0.006 (13824) 2021-04-14 15:01:00.452: INFO @decay_lr : LR updated to `4.268736e-05` 2021-04-14 15:01:00.453: INFO @log_profile : T train: 30.482755 2021-04-14 15:01:00.454: INFO @log_profile : T read data: 0.315755 2021-04-14 15:01:00.454: INFO @log_profile : T hooks: 2.883282 2021-04-14 15:01:00.454: INFO @main_loop : Epoch 389 done 2021-04-14 15:01:00.454: INFO @main_loop : Training epoch 390 2021-04-14 15:01:30.883: INFO @log_variables: train loss nanmean: 1.424959 2021-04-14 15:01:30.884: INFO @log_variables: train age_loss mean: 9.630238 2021-04-14 15:01:30.884: INFO @log_variables: train gender_loss mean: 0.290285 2021-04-14 15:01:30.884: INFO @log_variables: train age_mae mean: 8.991214 2021-04-14 15:01:30.884: INFO @log_variables: train gender_accuracy mean: 0.873498 2021-04-14 15:01:30.884: INFO @log_variables: train gender_confidence/loss nanmean: 0.069290 2021-04-14 15:01:30.884: INFO @log_variables: train gender_confidence/accuracy mean: 0.777898 2021-04-14 15:01:30.884: INFO @log_variables: train age_confidence/loss mean: 0.057147 2021-04-14 15:01:30.884: INFO @log_variables: train age_confidence/accuracy mean: 0.673759 2021-04-14 15:01:30.884: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 15:01:30.885: INFO @metrics_hook: train age_mae: 8.991 +-0.153 (13818) 2021-04-14 15:01:30.887: INFO @metrics_hook: train gender_accuracy: 0.873 +-0.006 (13818) 2021-04-14 15:01:33.045: INFO @decay_lr : LR updated to `4.2473923e-05` 2021-04-14 15:01:33.047: INFO @log_profile : T train: 29.387203 2021-04-14 15:01:33.047: INFO @log_profile : T read data: 0.444294 2021-04-14 15:01:33.047: INFO @log_profile : T hooks: 2.707744 2021-04-14 15:01:33.047: INFO @main_loop : Epoch 390 done 2021-04-14 15:01:33.047: INFO @main_loop : Training epoch 391 2021-04-14 15:02:04.267: INFO @log_variables: train loss nanmean: 1.407343 2021-04-14 15:02:04.267: INFO @log_variables: train age_loss mean: 9.401380 2021-04-14 15:02:04.268: INFO @log_variables: train gender_loss mean: 0.297844 2021-04-14 15:02:04.268: INFO @log_variables: train age_mae mean: 8.765659 2021-04-14 15:02:04.268: INFO @log_variables: train gender_accuracy mean: 0.872251 2021-04-14 15:02:04.268: INFO @log_variables: train gender_confidence/loss nanmean: 0.069867 2021-04-14 15:02:04.268: INFO @log_variables: train gender_confidence/accuracy mean: 0.774306 2021-04-14 15:02:04.268: INFO @log_variables: train age_confidence/loss mean: 0.058150 2021-04-14 15:02:04.268: INFO @log_variables: train age_confidence/accuracy mean: 0.669199 2021-04-14 15:02:04.268: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 15:02:04.270: INFO @metrics_hook: train age_mae: 8.766 +-0.149 (13824) 2021-04-14 15:02:04.272: INFO @metrics_hook: train gender_accuracy: 0.872 +-0.006 (13824) 2021-04-14 15:02:06.435: INFO @decay_lr : LR updated to `4.2261552e-05` 2021-04-14 15:02:06.437: INFO @log_profile : T train: 30.273820 2021-04-14 15:02:06.437: INFO @log_profile : T read data: 0.305672 2021-04-14 15:02:06.437: INFO @log_profile : T hooks: 2.755834 2021-04-14 15:02:06.437: INFO @main_loop : Epoch 391 done 2021-04-14 15:02:06.437: INFO @main_loop : Training epoch 392 2021-04-14 15:02:36.554: INFO @log_variables: train loss nanmean: 1.432116 2021-04-14 15:02:36.555: INFO @log_variables: train age_loss mean: 9.667069 2021-04-14 15:02:36.555: INFO @log_variables: train gender_loss mean: 0.299163 2021-04-14 15:02:36.555: INFO @log_variables: train age_mae mean: 9.025376 2021-04-14 15:02:36.555: INFO @log_variables: train gender_accuracy mean: 0.870226 2021-04-14 15:02:36.555: INFO @log_variables: train gender_confidence/loss nanmean: 0.069918 2021-04-14 15:02:36.555: INFO @log_variables: train gender_confidence/accuracy mean: 0.770544 2021-04-14 15:02:36.555: INFO @log_variables: train age_confidence/loss mean: 0.057491 2021-04-14 15:02:36.555: INFO @log_variables: train age_confidence/accuracy mean: 0.670790 2021-04-14 15:02:36.555: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 15:02:36.558: INFO @metrics_hook: train age_mae: 9.025 +-0.154 (13824) 2021-04-14 15:02:36.561: INFO @metrics_hook: train gender_accuracy: 0.870 +-0.006 (13824) 2021-04-14 15:02:38.700: INFO @decay_lr : LR updated to `4.2050244e-05` 2021-04-14 15:02:38.702: INFO @log_profile : T train: 29.179943 2021-04-14 15:02:38.702: INFO @log_profile : T read data: 0.304390 2021-04-14 15:02:38.702: INFO @log_profile : T hooks: 2.726248 2021-04-14 15:02:38.702: INFO @main_loop : Epoch 392 done 2021-04-14 15:02:38.702: INFO @main_loop : Training epoch 393 2021-04-14 15:03:10.014: INFO @log_variables: train loss nanmean: 1.423559 2021-04-14 15:03:10.015: INFO @log_variables: train age_loss mean: 9.564406 2021-04-14 15:03:10.015: INFO @log_variables: train gender_loss mean: 0.303458 2021-04-14 15:03:10.015: INFO @log_variables: train age_mae mean: 8.921390 2021-04-14 15:03:10.015: INFO @log_variables: train gender_accuracy mean: 0.868650 2021-04-14 15:03:10.015: INFO @log_variables: train gender_confidence/loss nanmean: 0.070077 2021-04-14 15:03:10.015: INFO @log_variables: train gender_confidence/accuracy mean: 0.770300 2021-04-14 15:03:10.015: INFO @log_variables: train age_confidence/loss mean: 0.057824 2021-04-14 15:03:10.015: INFO @log_variables: train age_confidence/accuracy mean: 0.666667 2021-04-14 15:03:10.015: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 15:03:10.019: INFO @metrics_hook: train age_mae: 8.921 +-0.150 (13818) 2021-04-14 15:03:10.023: INFO @metrics_hook: train gender_accuracy: 0.869 +-0.006 (13818) 2021-04-14 15:03:12.390: INFO @decay_lr : LR updated to `4.1839994e-05` 2021-04-14 15:03:12.392: INFO @log_profile : T train: 30.285519 2021-04-14 15:03:12.392: INFO @log_profile : T read data: 0.444010 2021-04-14 15:03:12.392: INFO @log_profile : T hooks: 2.909283 2021-04-14 15:03:12.392: INFO @main_loop : Epoch 393 done 2021-04-14 15:03:12.392: INFO @main_loop : Training epoch 394 2021-04-14 15:03:43.417: INFO @log_variables: train loss nanmean: 1.407350 2021-04-14 15:03:43.418: INFO @log_variables: train age_loss mean: 9.508530 2021-04-14 15:03:43.418: INFO @log_variables: train gender_loss mean: 0.287093 2021-04-14 15:03:43.418: INFO @log_variables: train age_mae mean: 8.870332 2021-04-14 15:03:43.418: INFO @log_variables: train gender_accuracy mean: 0.878970 2021-04-14 15:03:43.418: INFO @log_variables: train gender_confidence/loss nanmean: 0.070023 2021-04-14 15:03:43.418: INFO @log_variables: train gender_confidence/accuracy mean: 0.776170 2021-04-14 15:03:43.418: INFO @log_variables: train age_confidence/loss mean: 0.057080 2021-04-14 15:03:43.418: INFO @log_variables: train age_confidence/accuracy mean: 0.676192 2021-04-14 15:03:43.418: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 15:03:43.420: INFO @metrics_hook: train age_mae: 8.870 +-0.149 (13823) 2021-04-14 15:03:43.421: INFO @metrics_hook: train gender_accuracy: 0.879 +-0.006 (13823) 2021-04-14 15:03:45.816: INFO @decay_lr : LR updated to `4.1630796e-05` 2021-04-14 15:03:45.818: INFO @log_profile : T train: 30.122322 2021-04-14 15:03:45.818: INFO @log_profile : T read data: 0.314083 2021-04-14 15:03:45.818: INFO @log_profile : T hooks: 2.935428 2021-04-14 15:03:45.818: INFO @main_loop : Epoch 394 done 2021-04-14 15:03:45.818: INFO @main_loop : Training epoch 395 2021-04-14 15:04:17.086: INFO @log_variables: train loss nanmean: 1.383507 2021-04-14 15:04:17.086: INFO @log_variables: train age_loss mean: 9.208441 2021-04-14 15:04:17.086: INFO @log_variables: train gender_loss mean: 0.290558 2021-04-14 15:04:17.086: INFO @log_variables: train age_mae mean: 8.576034 2021-04-14 15:04:17.086: INFO @log_variables: train gender_accuracy mean: 0.876438 2021-04-14 15:04:17.087: INFO @log_variables: train gender_confidence/loss nanmean: 0.070171 2021-04-14 15:04:17.087: INFO @log_variables: train gender_confidence/accuracy mean: 0.777328 2021-04-14 15:04:17.087: INFO @log_variables: train age_confidence/loss mean: 0.058064 2021-04-14 15:04:17.087: INFO @log_variables: train age_confidence/accuracy mean: 0.671634 2021-04-14 15:04:17.087: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 15:04:17.089: INFO @metrics_hook: train age_mae: 8.576 +-0.145 (13823) 2021-04-14 15:04:17.091: INFO @metrics_hook: train gender_accuracy: 0.876 +-0.006 (13823) 2021-04-14 15:04:19.463: INFO @decay_lr : LR updated to `4.142264e-05` 2021-04-14 15:04:19.464: INFO @log_profile : T train: 30.364430 2021-04-14 15:04:19.464: INFO @log_profile : T read data: 0.304742 2021-04-14 15:04:19.464: INFO @log_profile : T hooks: 2.923687 2021-04-14 15:04:19.464: INFO @main_loop : Epoch 395 done 2021-04-14 15:04:19.464: INFO @main_loop : Training epoch 396 2021-04-14 15:04:50.367: INFO @log_variables: train loss nanmean: 1.416856 2021-04-14 15:04:50.367: INFO @log_variables: train age_loss mean: 9.445323 2021-04-14 15:04:50.367: INFO @log_variables: train gender_loss mean: 0.297211 2021-04-14 15:04:50.367: INFO @log_variables: train age_mae mean: 8.810216 2021-04-14 15:04:50.367: INFO @log_variables: train gender_accuracy mean: 0.874439 2021-04-14 15:04:50.367: INFO @log_variables: train gender_confidence/loss nanmean: 0.070250 2021-04-14 15:04:50.367: INFO @log_variables: train gender_confidence/accuracy mean: 0.766464 2021-04-14 15:04:50.367: INFO @log_variables: train age_confidence/loss mean: 0.057444 2021-04-14 15:04:50.367: INFO @log_variables: train age_confidence/accuracy mean: 0.674627 2021-04-14 15:04:50.367: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 15:04:50.369: INFO @metrics_hook: train age_mae: 8.810 +-0.148 (13818) 2021-04-14 15:04:50.374: INFO @metrics_hook: train gender_accuracy: 0.874 +-0.006 (13818) 2021-04-14 15:04:52.771: INFO @decay_lr : LR updated to `4.1215528e-05` 2021-04-14 15:04:52.773: INFO @log_profile : T train: 29.891783 2021-04-14 15:04:52.773: INFO @log_profile : T read data: 0.435711 2021-04-14 15:04:52.773: INFO @log_profile : T hooks: 2.925468 2021-04-14 15:04:52.773: INFO @main_loop : Epoch 396 done 2021-04-14 15:04:52.773: INFO @main_loop : Training epoch 397 2021-04-14 15:05:24.074: INFO @log_variables: train loss nanmean: 1.407753 2021-04-14 15:05:24.074: INFO @log_variables: train age_loss mean: 9.504437 2021-04-14 15:05:24.074: INFO @log_variables: train gender_loss mean: 0.290478 2021-04-14 15:05:24.075: INFO @log_variables: train age_mae mean: 8.869244 2021-04-14 15:05:24.075: INFO @log_variables: train gender_accuracy mean: 0.875651 2021-04-14 15:05:24.075: INFO @log_variables: train gender_confidence/loss nanmean: 0.069814 2021-04-14 15:05:24.075: INFO @log_variables: train gender_confidence/accuracy mean: 0.774306 2021-04-14 15:05:24.075: INFO @log_variables: train age_confidence/loss mean: 0.057292 2021-04-14 15:05:24.075: INFO @log_variables: train age_confidence/accuracy mean: 0.672671 2021-04-14 15:05:24.075: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 15:05:24.078: INFO @metrics_hook: train age_mae: 8.869 +-0.150 (13824) 2021-04-14 15:05:24.080: INFO @metrics_hook: train gender_accuracy: 0.876 +-0.006 (13824) 2021-04-14 15:05:26.261: INFO @decay_lr : LR updated to `4.100945e-05` 2021-04-14 15:05:26.263: INFO @log_profile : T train: 30.345109 2021-04-14 15:05:26.263: INFO @log_profile : T read data: 0.309741 2021-04-14 15:05:26.263: INFO @log_profile : T hooks: 2.779891 2021-04-14 15:05:26.263: INFO @main_loop : Epoch 397 done 2021-04-14 15:05:26.263: INFO @main_loop : Training epoch 398 2021-04-14 15:05:56.930: INFO @log_variables: train loss nanmean: 1.418930 2021-04-14 15:05:56.931: INFO @log_variables: train age_loss mean: 9.534912 2021-04-14 15:05:56.931: INFO @log_variables: train gender_loss mean: 0.292037 2021-04-14 15:05:56.931: INFO @log_variables: train age_mae mean: 8.894316 2021-04-14 15:05:56.931: INFO @log_variables: train gender_accuracy mean: 0.875217 2021-04-14 15:05:56.931: INFO @log_variables: train gender_confidence/loss nanmean: 0.069484 2021-04-14 15:05:56.931: INFO @log_variables: train gender_confidence/accuracy mean: 0.778067 2021-04-14 15:05:56.931: INFO @log_variables: train age_confidence/loss mean: 0.057490 2021-04-14 15:05:56.931: INFO @log_variables: train age_confidence/accuracy mean: 0.674769 2021-04-14 15:05:56.932: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 15:05:56.935: INFO @metrics_hook: train age_mae: 8.894 +-0.150 (13824) 2021-04-14 15:05:56.937: INFO @metrics_hook: train gender_accuracy: 0.875 +-0.006 (13824) 2021-04-14 15:05:59.125: INFO @decay_lr : LR updated to `4.0804403e-05` 2021-04-14 15:05:59.127: INFO @log_profile : T train: 29.710060 2021-04-14 15:05:59.127: INFO @log_profile : T read data: 0.309280 2021-04-14 15:05:59.127: INFO @log_profile : T hooks: 2.789731 2021-04-14 15:05:59.127: INFO @main_loop : Epoch 398 done 2021-04-14 15:05:59.127: INFO @main_loop : Training epoch 399 2021-04-14 15:06:30.431: INFO @log_variables: train loss nanmean: 1.398477 2021-04-14 15:06:30.431: INFO @log_variables: train age_loss mean: 9.308272 2021-04-14 15:06:30.432: INFO @log_variables: train gender_loss mean: 0.291613 2021-04-14 15:06:30.432: INFO @log_variables: train age_mae mean: 8.674319 2021-04-14 15:06:30.432: INFO @log_variables: train gender_accuracy mean: 0.873897 2021-04-14 15:06:30.432: INFO @log_variables: train gender_confidence/loss nanmean: 0.070340 2021-04-14 15:06:30.432: INFO @log_variables: train gender_confidence/accuracy mean: 0.774707 2021-04-14 15:06:30.432: INFO @log_variables: train age_confidence/loss mean: 0.058580 2021-04-14 15:06:30.432: INFO @log_variables: train age_confidence/accuracy mean: 0.669223 2021-04-14 15:06:30.432: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 15:06:30.433: INFO @metrics_hook: train age_mae: 8.674 +-0.149 (13822) 2021-04-14 15:06:30.435: INFO @metrics_hook: train gender_accuracy: 0.874 +-0.006 (13822) 2021-04-14 15:06:32.567: INFO @decay_lr : LR updated to `4.0600382e-05` 2021-04-14 15:06:32.568: INFO @log_profile : T train: 30.344768 2021-04-14 15:06:32.569: INFO @log_profile : T read data: 0.318846 2021-04-14 15:06:32.569: INFO @log_profile : T hooks: 2.722598 2021-04-14 15:06:32.569: INFO @main_loop : Epoch 399 done 2021-04-14 15:06:32.569: INFO @main_loop : Training epoch 400 2021-04-14 15:07:03.764: INFO @log_variables: train loss nanmean: 1.409202 2021-04-14 15:07:03.764: INFO @log_variables: train age_loss mean: 9.411736 2021-04-14 15:07:03.764: INFO @log_variables: train gender_loss mean: 0.304404 2021-04-14 15:07:03.764: INFO @log_variables: train age_mae mean: 8.780478 2021-04-14 15:07:03.764: INFO @log_variables: train gender_accuracy mean: 0.868360 2021-04-14 15:07:03.764: INFO @log_variables: train gender_confidence/loss nanmean: 0.070973 2021-04-14 15:07:03.764: INFO @log_variables: train gender_confidence/accuracy mean: 0.771747 2021-04-14 15:07:03.764: INFO @log_variables: train age_confidence/loss mean: 0.058244 2021-04-14 15:07:03.764: INFO @log_variables: train age_confidence/accuracy mean: 0.674048 2021-04-14 15:07:03.764: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ 2021-04-14 15:07:03.766: INFO @metrics_hook: train age_mae: 8.780 +-0.150 (13818) 2021-04-14 15:07:03.767: INFO @metrics_hook: train gender_accuracy: 0.868 +-0.006 (13818) 2021-04-14 15:07:06.115: INFO @decay_lr : LR updated to `4.039738e-05` 2021-04-14 15:07:06.463: INFO @save : Model saved to: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ/model_400.ckpt 2021-04-14 15:07:06.464: INFO @stop_after : EpochStopperHook triggered 2021-04-14 15:07:06.465: INFO @log_profile : T train: 30.194517 2021-04-14 15:07:06.465: INFO @log_profile : T read data: 0.432881 2021-04-14 15:07:06.465: INFO @log_profile : T hooks: 3.216280 2021-04-14 15:07:06.465: INFO @main_loop : Training terminated: Training terminated after epoch 400 2021-04-14 15:07:06.465: INFO @log_dir : Output dir: log-nightly/gender-age/2021-04-14-nightly-gender-age-2e0377d5-niqJ