2021-05-07 16:36:11.011: INFO @api : Created output directory with name log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 16:36:11.012: INFO @api : Creating dataset 2021-05-07 16:36:12.775: WARNING @lazy_loader : The TensorFlow contrib module will not be included in TensorFlow 2.0. For more information, please see: * https://github.com/tensorflow/community/blob/master/rfcs/20180907-contrib-sunset.md * https://github.com/tensorflow/addons * https://github.com/tensorflow/io (for I/O related ops) If you depend on functionality not listed there, please file an issue. 2021-05-07 16:36:12.777: WARNING @module_wrapper: From /home/kopalja/.local/lib/python3.8/site-packages/emloop_tensorflow/utils/profiler.py:12: The name tf.Session is deprecated. Please use tf.compat.v1.Session instead. 2021-05-07 16:36:13.466: INFO @api : RecognitionDatasetWrapper created 2021-05-07 16:36:13.466: INFO @api : Creating a model 2021-05-07 16:36:13.492: INFO @model : Creating TF model on 1 GPU devices 2021-05-07 16:36:13.493: WARNING @module_wrapper: From /home/kopalja/.local/lib/python3.8/site-packages/emloop_tensorflow/model.py:428: The name tf.ConfigProto is deprecated. Please use tf.compat.v1.ConfigProto instead. 2021-05-07 16:36:13.737: WARNING @module_wrapper: From /home/kopalja/.local/lib/python3.8/site-packages/emloop_tensorflow/model.py:142: The name tf.variable_scope is deprecated. Please use tf.compat.v1.variable_scope instead. 2021-05-07 16:36:13.737: WARNING @module_wrapper: From /home/kopalja/.local/lib/python3.8/site-packages/emloop_tensorflow/model.py:142: The name tf.get_variable_scope is deprecated. Please use tf.compat.v1.get_variable_scope instead. 2021-05-07 16:36:13.738: WARNING @module_wrapper: From /home/kopalja/.local/lib/python3.8/site-packages/emloop_tensorflow/model.py:142: The name tf.AUTO_REUSE is deprecated. Please use tf.compat.v1.AUTO_REUSE instead. 2021-05-07 16:36:13.738: WARNING @module_wrapper: From /home/kopalja/.local/lib/python3.8/site-packages/emloop_tensorflow/model.py:143: The name tf.placeholder_with_default is deprecated. Please use tf.compat.v1.placeholder_with_default instead. 2021-05-07 16:36:13.741: WARNING @module_wrapper: From /home/kopalja/faces/models/recognition.py:107: The name tf.placeholder is deprecated. Please use tf.compat.v1.placeholder instead. 2021-05-07 16:36:13.747: WARNING @deprecation : From /usr/lib/python3.8/site-packages/tensorflow_core/contrib/layers/python/layers/layers.py:1057: Layer.apply (from tensorflow.python.keras.engine.base_layer) is deprecated and will be removed in a future version. Instructions for updating: Please use `layer.__call__` method instead. 2021-05-07 16:36:14.513: WARNING @deprecation : From /home/kopalja/faces/models/recognition.py:118: flatten (from tensorflow.python.layers.core) is deprecated and will be removed in a future version. Instructions for updating: Use keras.layers.flatten instead. 2021-05-07 16:36:14.519: WARNING @deprecation : From /home/kopalja/faces/models/recognition.py:119: dropout (from tensorflow.python.layers.core) is deprecated and will be removed in a future version. Instructions for updating: Use keras.layers.dropout instead. 2021-05-07 16:36:14.535: WARNING @deprecation : From /home/kopalja/faces/models/recognition.py:121: dense (from tensorflow.python.layers.core) is deprecated and will be removed in a future version. Instructions for updating: Use keras.layers.Dense instead. 2021-05-07 16:36:14.651: WARNING @module_wrapper: From /home/kopalja/faces/models/recognition.py:45: The name tf.is_nan is deprecated. Please use tf.math.is_nan instead. 2021-05-07 16:36:14.655: WARNING @deprecation : From /home/kopalja/faces/models/recognition.py:45: where (from tensorflow.python.ops.array_ops) is deprecated and will be removed in a future version. Instructions for updating: Use tf.where in 2.0, which has the same broadcast rule as np.where 2021-05-07 16:36:14.724: INFO @recognition : Using regression model with L1 loss 2021-05-07 16:36:14.768: WARNING @deprecation : From /home/kopalja/faces/models/recognition.py:67: Normal.__init__ (from tensorflow.python.ops.distributions.normal) is deprecated and will be removed after 2019-01-01. Instructions for updating: The TensorFlow Distributions library has moved to TensorFlow Probability (https://github.com/tensorflow/probability). You should update all references to use `tfp.distributions` instead of `tf.distributions`. 2021-05-07 16:36:14.770: WARNING @deprecation : From /usr/lib/python3.8/site-packages/tensorflow_core/python/ops/distributions/normal.py:153: Distribution.__init__ (from tensorflow.python.ops.distributions.distribution) is deprecated and will be removed after 2019-01-01. Instructions for updating: The TensorFlow Distributions library has moved to TensorFlow Probability (https://github.com/tensorflow/probability). You should update all references to use `tfp.distributions` instead of `tf.distributions`. 2021-05-07 16:36:14.907: WARNING @deprecation : From /home/kopalja/faces/models/recognition.py:184: softmax_cross_entropy_with_logits (from tensorflow.python.ops.nn_ops) is deprecated and will be removed in a future version. Instructions for updating: Future major versions of TensorFlow will allow gradients to flow into the labels input on backprop by default. See `tf.nn.softmax_cross_entropy_with_logits_v2`. 2021-05-07 16:36:14.948: WARNING @module_wrapper: From /home/kopalja/.local/lib/python3.8/site-packages/emloop_tensorflow/model.py:149: The name tf.GraphKeys is deprecated. Please use tf.compat.v1.GraphKeys instead. 2021-05-07 16:36:14.948: WARNING @module_wrapper: From /home/kopalja/.local/lib/python3.8/site-packages/emloop_tensorflow/graph_tower.py:80: The name tf.get_default_graph is deprecated. Please use tf.compat.v1.get_default_graph instead. 2021-05-07 16:36:16.710: WARNING @module_wrapper: From /home/kopalja/.local/lib/python3.8/site-packages/emloop_tensorflow/model.py:182: The name tf.train.Saver is deprecated. Please use tf.compat.v1.train.Saver instead. 2021-05-07 16:36:17.023: WARNING @module_wrapper: From /home/kopalja/.local/lib/python3.8/site-packages/emloop_tensorflow/model.py:517: The name tf.global_variables_initializer is deprecated. Please use tf.compat.v1.global_variables_initializer instead. 2021-05-07 16:36:18.055: WARNING @module_wrapper: From /home/kopalja/.local/lib/python3.8/site-packages/emloop_tensorflow/model.py:518: The name tf.local_variables_initializer is deprecated. Please use tf.compat.v1.local_variables_initializer instead. 2021-05-07 16:36:18.226: INFO @model : Number of parameters: 777707 2021-05-07 16:36:18.227: INFO @api : RecognitionModel created 2021-05-07 16:36:18.227: INFO @api : Creating hooks 2021-05-07 16:36:18.236: INFO @api : ComputeStats created 2021-05-07 16:36:18.237: INFO @api : LogVariables created 2021-05-07 16:36:18.238: INFO @api : LogProfile created 2021-05-07 16:36:18.238: INFO @api : LogDir created 2021-05-07 16:36:18.342: INFO @loader : Loading faiss with AVX2 support. 2021-05-07 16:36:18.342: INFO @loader : Loading faiss. 2021-05-07 16:36:18.365: WARNING @abstract_hook: Argument `n_epochs` was not recognized by `ComputeRecognitionMetrics`. Recognized arguments are `['output_dir', 'skip_epochs', 'streams', 'kwargs']`. 2021-05-07 16:36:18.365: INFO @api : ComputeRecognitionMetrics created 2021-05-07 16:36:18.365: INFO @api : ComputeRecognitionMaeCategories created 2021-05-07 16:36:18.366: INFO @api : EvaluateGen2 created 2021-05-07 16:36:18.366: WARNING @module_wrapper: From /home/kopalja/.local/lib/python3.8/site-packages/emloop_tensorflow/hooks/write_tensorboard.py:68: The name tf.summary.FileWriter is deprecated. Please use tf.compat.v1.summary.FileWriter instead. 2021-05-07 16:36:18.367: INFO @api : WriteTensorBoard created 2021-05-07 16:36:18.367: INFO @api : DecayLR created 2021-05-07 16:36:18.368: INFO @api : SaveEvery created 2021-05-07 16:36:18.369: INFO @api : StopAfter created 2021-05-07 16:36:18.371: INFO @api : ShowProgress created 2021-05-07 16:36:18.371: WARNING @api : TrainingTrace hook added between hooks. Add it to your config.yaml to suppress this warning. 2021-05-07 16:36:18.372: INFO @api : Creating main loop 2021-05-07 16:36:18.372: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 16:36:18.375: INFO @main_loop : Training epoch 1 2021-05-07 16:36:18.971: WARNING @main_loop : Some sources provided by the stream do not match model placeholders. Set `main_loop.on_unused_sources` to `ignore` in order to suppress this warning. Extra sources: ['orig_box', 'box_points', 'filenames'] 2021-05-07 16:36:55.111: INFO @log_variables: train loss nanmean: 4.289089 2021-05-07 16:36:55.112: INFO @log_variables: train age_loss mean: 23.233198 2021-05-07 16:36:55.112: INFO @log_variables: train gender_loss mean: 0.823064 2021-05-07 16:36:55.112: INFO @log_variables: train age_mae mean: 21.960192 2021-05-07 16:36:55.112: INFO @log_variables: train gender_accuracy mean: 0.529586 2021-05-07 16:36:55.112: INFO @log_variables: train gender_confidence/loss nanmean: 0.087953 2021-05-07 16:36:55.112: INFO @log_variables: train gender_confidence/accuracy mean: 0.504413 2021-05-07 16:36:55.112: INFO @log_variables: train age_confidence/loss mean: 0.046748 2021-05-07 16:36:55.112: INFO @log_variables: train age_confidence/accuracy mean: 0.730686 2021-05-07 16:36:55.113: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 16:36:55.115: INFO @metrics_hook: train age_mae: 21.960 +-0.275 (13824) 2021-05-07 16:36:55.117: INFO @metrics_hook: train gender_accuracy: 0.530 +-0.008 (13824) 2021-05-07 16:36:57.678: WARNING @module_wrapper: From /home/kopalja/.local/lib/python3.8/site-packages/emloop_tensorflow/hooks/write_tensorboard.py:102: The name tf.Summary is deprecated. Please use tf.compat.v1.Summary instead. 2021-05-07 16:36:57.787: WARNING @module_wrapper: From /home/kopalja/.local/lib/python3.8/site-packages/emloop_tensorflow/hooks/decay_lr.py:89: The name tf.assign is deprecated. Please use tf.compat.v1.assign instead. 2021-05-07 16:36:57.975: INFO @decay_lr : LR updated to `0.0002985` 2021-05-07 16:36:57.977: INFO @log_profile : T train: 35.166811 2021-05-07 16:36:57.977: INFO @log_profile : T read data: 0.968014 2021-05-07 16:36:57.977: INFO @log_profile : T hooks: 3.406361 2021-05-07 16:36:57.977: INFO @main_loop : Epoch 1 done 2021-05-07 16:36:57.977: INFO @main_loop : Training epoch 2 2021-05-07 16:37:30.642: INFO @log_variables: train loss nanmean: 3.732805 2021-05-07 16:37:30.642: INFO @log_variables: train age_loss mean: 19.588785 2021-05-07 16:37:30.642: INFO @log_variables: train gender_loss mean: 0.757308 2021-05-07 16:37:30.642: INFO @log_variables: train age_mae mean: 18.477709 2021-05-07 16:37:30.642: INFO @log_variables: train gender_accuracy mean: 0.538628 2021-05-07 16:37:30.642: INFO @log_variables: train gender_confidence/loss nanmean: 0.080436 2021-05-07 16:37:30.642: INFO @log_variables: train gender_confidence/accuracy mean: 0.512731 2021-05-07 16:37:30.643: INFO @log_variables: train age_confidence/loss mean: 0.041787 2021-05-07 16:37:30.643: INFO @log_variables: train age_confidence/accuracy mean: 0.787037 2021-05-07 16:37:30.643: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 16:37:30.644: INFO @metrics_hook: train age_mae: 18.478 +-0.214 (13824) 2021-05-07 16:37:30.646: INFO @metrics_hook: train gender_accuracy: 0.539 +-0.008 (13824) 2021-05-07 16:37:33.403: INFO @decay_lr : LR updated to `0.0002970075` 2021-05-07 16:37:33.406: INFO @log_profile : T train: 31.632640 2021-05-07 16:37:33.407: INFO @log_profile : T read data: 0.400835 2021-05-07 16:37:33.407: INFO @log_profile : T hooks: 3.328955 2021-05-07 16:37:33.407: INFO @main_loop : Epoch 2 done 2021-05-07 16:37:33.407: INFO @main_loop : Training epoch 3 2021-05-07 16:38:06.412: INFO @log_variables: train loss nanmean: 3.652930 2021-05-07 16:38:06.412: INFO @log_variables: train age_loss mean: 19.233498 2021-05-07 16:38:06.414: INFO @log_variables: train gender_loss mean: 0.722874 2021-05-07 16:38:06.414: INFO @log_variables: train age_mae mean: 18.207521 2021-05-07 16:38:06.415: INFO @log_variables: train gender_accuracy mean: 0.552879 2021-05-07 16:38:06.415: INFO @log_variables: train gender_confidence/loss nanmean: 0.077585 2021-05-07 16:38:06.415: INFO @log_variables: train gender_confidence/accuracy mean: 0.511646 2021-05-07 16:38:06.415: INFO @log_variables: train age_confidence/loss mean: 0.039512 2021-05-07 16:38:06.415: INFO @log_variables: train age_confidence/accuracy mean: 0.810619 2021-05-07 16:38:06.415: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 16:38:06.416: INFO @metrics_hook: train age_mae: 18.208 +-0.209 (13824) 2021-05-07 16:38:06.418: INFO @metrics_hook: train gender_accuracy: 0.553 +-0.008 (13824) 2021-05-07 16:38:09.197: INFO @decay_lr : LR updated to `0.00029552245` 2021-05-07 16:38:09.199: INFO @log_profile : T train: 31.997872 2021-05-07 16:38:09.200: INFO @log_profile : T read data: 0.384479 2021-05-07 16:38:09.200: INFO @log_profile : T hooks: 3.346061 2021-05-07 16:38:09.200: INFO @main_loop : Epoch 3 done 2021-05-07 16:38:09.200: INFO @main_loop : Training epoch 4 2021-05-07 16:38:41.724: INFO @log_variables: train loss nanmean: 3.589586 2021-05-07 16:38:41.724: INFO @log_variables: train age_loss mean: 18.955608 2021-05-07 16:38:41.724: INFO @log_variables: train gender_loss mean: 0.712950 2021-05-07 16:38:41.724: INFO @log_variables: train age_mae mean: 17.976084 2021-05-07 16:38:41.724: INFO @log_variables: train gender_accuracy mean: 0.545231 2021-05-07 16:38:41.724: INFO @log_variables: train gender_confidence/loss nanmean: 0.074721 2021-05-07 16:38:41.724: INFO @log_variables: train gender_confidence/accuracy mean: 0.520388 2021-05-07 16:38:41.724: INFO @log_variables: train age_confidence/loss mean: 0.038858 2021-05-07 16:38:41.724: INFO @log_variables: train age_confidence/accuracy mean: 0.820091 2021-05-07 16:38:41.724: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 16:38:41.726: INFO @metrics_hook: train age_mae: 17.976 +-0.210 (13807) 2021-05-07 16:38:41.727: INFO @metrics_hook: train gender_accuracy: 0.545 +-0.008 (13807) 2021-05-07 16:38:44.761: INFO @decay_lr : LR updated to `0.00029404485` 2021-05-07 16:38:44.763: INFO @log_profile : T train: 31.403419 2021-05-07 16:38:44.763: INFO @log_profile : T read data: 0.516539 2021-05-07 16:38:44.763: INFO @log_profile : T hooks: 3.580327 2021-05-07 16:38:44.763: INFO @main_loop : Epoch 4 done 2021-05-07 16:38:44.763: INFO @main_loop : Training epoch 5 2021-05-07 16:39:17.818: INFO @log_variables: train loss nanmean: 3.599169 2021-05-07 16:39:17.818: INFO @log_variables: train age_loss mean: 18.961357 2021-05-07 16:39:17.818: INFO @log_variables: train gender_loss mean: 0.700236 2021-05-07 16:39:17.818: INFO @log_variables: train age_mae mean: 17.993530 2021-05-07 16:39:17.819: INFO @log_variables: train gender_accuracy mean: 0.549190 2021-05-07 16:39:17.819: INFO @log_variables: train gender_confidence/loss nanmean: 0.073927 2021-05-07 16:39:17.819: INFO @log_variables: train gender_confidence/accuracy mean: 0.525318 2021-05-07 16:39:17.819: INFO @log_variables: train age_confidence/loss mean: 0.037430 2021-05-07 16:39:17.819: INFO @log_variables: train age_confidence/accuracy mean: 0.836806 2021-05-07 16:39:17.819: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 16:39:17.821: INFO @metrics_hook: train age_mae: 17.994 +-0.207 (13824) 2021-05-07 16:39:17.823: INFO @metrics_hook: train gender_accuracy: 0.549 +-0.008 (13824) 2021-05-07 16:39:19.902: INFO @decay_lr : LR updated to `0.0002925746` 2021-05-07 16:39:19.903: INFO @log_profile : T train: 31.997182 2021-05-07 16:39:19.903: INFO @log_profile : T read data: 0.411636 2021-05-07 16:39:19.903: INFO @log_profile : T hooks: 2.664993 2021-05-07 16:39:19.903: INFO @main_loop : Epoch 5 done 2021-05-07 16:39:19.903: INFO @main_loop : Training epoch 6 2021-05-07 16:39:51.814: INFO @log_variables: train loss nanmean: 3.548870 2021-05-07 16:39:51.814: INFO @log_variables: train age_loss mean: 18.901264 2021-05-07 16:39:51.814: INFO @log_variables: train gender_loss mean: 0.692508 2021-05-07 16:39:51.814: INFO @log_variables: train age_mae mean: 17.944729 2021-05-07 16:39:51.814: INFO @log_variables: train gender_accuracy mean: 0.566479 2021-05-07 16:39:51.814: INFO @log_variables: train gender_confidence/loss nanmean: 0.074693 2021-05-07 16:39:51.814: INFO @log_variables: train gender_confidence/accuracy mean: 0.533926 2021-05-07 16:39:51.815: INFO @log_variables: train age_confidence/loss mean: 0.036855 2021-05-07 16:39:51.815: INFO @log_variables: train age_confidence/accuracy mean: 0.841725 2021-05-07 16:39:51.815: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 16:39:51.818: INFO @metrics_hook: train age_mae: 17.945 +-0.203 (13824) 2021-05-07 16:39:51.821: INFO @metrics_hook: train gender_accuracy: 0.566 +-0.008 (13824) 2021-05-07 16:39:54.555: INFO @decay_lr : LR updated to `0.00029111173` 2021-05-07 16:39:54.557: INFO @log_profile : T train: 30.878056 2021-05-07 16:39:54.557: INFO @log_profile : T read data: 0.396815 2021-05-07 16:39:54.557: INFO @log_profile : T hooks: 3.315006 2021-05-07 16:39:54.557: INFO @main_loop : Epoch 6 done 2021-05-07 16:39:54.557: INFO @main_loop : Training epoch 7 2021-05-07 16:40:26.856: INFO @log_variables: train loss nanmean: 3.512979 2021-05-07 16:40:26.857: INFO @log_variables: train age_loss mean: 18.589979 2021-05-07 16:40:26.858: INFO @log_variables: train gender_loss mean: 0.692503 2021-05-07 16:40:26.858: INFO @log_variables: train age_mae mean: 17.683304 2021-05-07 16:40:26.858: INFO @log_variables: train gender_accuracy mean: 0.560803 2021-05-07 16:40:26.858: INFO @log_variables: train gender_confidence/loss nanmean: 0.073660 2021-05-07 16:40:26.858: INFO @log_variables: train gender_confidence/accuracy mean: 0.534584 2021-05-07 16:40:26.858: INFO @log_variables: train age_confidence/loss mean: 0.037534 2021-05-07 16:40:26.858: INFO @log_variables: train age_confidence/accuracy mean: 0.834722 2021-05-07 16:40:26.858: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 16:40:26.861: INFO @metrics_hook: train age_mae: 17.683 +-0.204 (13807) 2021-05-07 16:40:26.864: INFO @metrics_hook: train gender_accuracy: 0.561 +-0.008 (13807) 2021-05-07 16:40:29.562: INFO @decay_lr : LR updated to `0.00028965616` 2021-05-07 16:40:29.566: INFO @log_profile : T train: 31.152885 2021-05-07 16:40:29.566: INFO @log_profile : T read data: 0.521471 2021-05-07 16:40:29.567: INFO @log_profile : T hooks: 3.271258 2021-05-07 16:40:29.567: INFO @main_loop : Epoch 7 done 2021-05-07 16:40:29.567: INFO @main_loop : Training epoch 8 2021-05-07 16:41:01.728: INFO @log_variables: train loss nanmean: 3.431673 2021-05-07 16:41:01.728: INFO @log_variables: train age_loss mean: 18.172842 2021-05-07 16:41:01.728: INFO @log_variables: train gender_loss mean: 0.686555 2021-05-07 16:41:01.728: INFO @log_variables: train age_mae mean: 17.316357 2021-05-07 16:41:01.728: INFO @log_variables: train gender_accuracy mean: 0.570891 2021-05-07 16:41:01.729: INFO @log_variables: train gender_confidence/loss nanmean: 0.074087 2021-05-07 16:41:01.729: INFO @log_variables: train gender_confidence/accuracy mean: 0.549696 2021-05-07 16:41:01.729: INFO @log_variables: train age_confidence/loss mean: 0.037800 2021-05-07 16:41:01.729: INFO @log_variables: train age_confidence/accuracy mean: 0.830584 2021-05-07 16:41:01.729: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 16:41:01.732: INFO @metrics_hook: train age_mae: 17.316 +-0.203 (13824) 2021-05-07 16:41:01.733: INFO @metrics_hook: train gender_accuracy: 0.571 +-0.008 (13824) 2021-05-07 16:41:04.432: INFO @decay_lr : LR updated to `0.00028820787` 2021-05-07 16:41:04.434: INFO @log_profile : T train: 31.127965 2021-05-07 16:41:04.434: INFO @log_profile : T read data: 0.398953 2021-05-07 16:41:04.434: INFO @log_profile : T hooks: 3.276328 2021-05-07 16:41:04.434: INFO @main_loop : Epoch 8 done 2021-05-07 16:41:04.434: INFO @main_loop : Training epoch 9 2021-05-07 16:41:37.141: INFO @log_variables: train loss nanmean: 3.474553 2021-05-07 16:41:37.141: INFO @log_variables: train age_loss mean: 18.174892 2021-05-07 16:41:37.141: INFO @log_variables: train gender_loss mean: 0.681400 2021-05-07 16:41:37.141: INFO @log_variables: train age_mae mean: 17.294060 2021-05-07 16:41:37.141: INFO @log_variables: train gender_accuracy mean: 0.579716 2021-05-07 16:41:37.141: INFO @log_variables: train gender_confidence/loss nanmean: 0.074612 2021-05-07 16:41:37.141: INFO @log_variables: train gender_confidence/accuracy mean: 0.548539 2021-05-07 16:41:37.141: INFO @log_variables: train age_confidence/loss mean: 0.036830 2021-05-07 16:41:37.141: INFO @log_variables: train age_confidence/accuracy mean: 0.838108 2021-05-07 16:41:37.141: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 16:41:37.143: INFO @metrics_hook: train age_mae: 17.294 +-0.199 (13824) 2021-05-07 16:41:37.145: INFO @metrics_hook: train gender_accuracy: 0.580 +-0.008 (13824) 2021-05-07 16:41:40.165: INFO @decay_lr : LR updated to `0.00028676682` 2021-05-07 16:41:40.167: INFO @log_profile : T train: 31.690456 2021-05-07 16:41:40.167: INFO @log_profile : T read data: 0.386716 2021-05-07 16:41:40.167: INFO @log_profile : T hooks: 3.594501 2021-05-07 16:41:40.168: INFO @main_loop : Epoch 9 done 2021-05-07 16:41:40.168: INFO @main_loop : Training epoch 10 2021-05-07 16:42:13.409: INFO @log_variables: train loss nanmean: 3.395675 2021-05-07 16:42:13.409: INFO @log_variables: train age_loss mean: 17.981422 2021-05-07 16:42:13.409: INFO @log_variables: train gender_loss mean: 0.679070 2021-05-07 16:42:13.409: INFO @log_variables: train age_mae mean: 17.143431 2021-05-07 16:42:13.409: INFO @log_variables: train gender_accuracy mean: 0.578921 2021-05-07 16:42:13.409: INFO @log_variables: train gender_confidence/loss nanmean: 0.073938 2021-05-07 16:42:13.409: INFO @log_variables: train gender_confidence/accuracy mean: 0.561560 2021-05-07 16:42:13.409: INFO @log_variables: train age_confidence/loss mean: 0.037240 2021-05-07 16:42:13.409: INFO @log_variables: train age_confidence/accuracy mean: 0.835503 2021-05-07 16:42:13.409: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 16:42:13.411: INFO @metrics_hook: train age_mae: 17.143 +-0.198 (13824) 2021-05-07 16:42:13.414: INFO @metrics_hook: train gender_accuracy: 0.579 +-0.008 (13824) 2021-05-07 16:42:16.321: INFO @decay_lr : LR updated to `0.000285333` 2021-05-07 16:42:16.324: INFO @log_profile : T train: 32.218868 2021-05-07 16:42:16.324: INFO @log_profile : T read data: 0.404405 2021-05-07 16:42:16.324: INFO @log_profile : T hooks: 3.467214 2021-05-07 16:42:16.324: INFO @main_loop : Epoch 10 done 2021-05-07 16:42:16.324: INFO @main_loop : Training epoch 11 2021-05-07 16:42:50.096: INFO @log_variables: train loss nanmean: 3.348831 2021-05-07 16:42:50.096: INFO @log_variables: train age_loss mean: 17.796206 2021-05-07 16:42:50.096: INFO @log_variables: train gender_loss mean: 0.675533 2021-05-07 16:42:50.097: INFO @log_variables: train age_mae mean: 16.974150 2021-05-07 16:42:50.097: INFO @log_variables: train gender_accuracy mean: 0.585066 2021-05-07 16:42:50.097: INFO @log_variables: train gender_confidence/loss nanmean: 0.074563 2021-05-07 16:42:50.097: INFO @log_variables: train gender_confidence/accuracy mean: 0.561961 2021-05-07 16:42:50.097: INFO @log_variables: train age_confidence/loss mean: 0.037069 2021-05-07 16:42:50.097: INFO @log_variables: train age_confidence/accuracy mean: 0.835446 2021-05-07 16:42:50.097: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 16:42:50.101: INFO @metrics_hook: train age_mae: 16.974 +-0.197 (13807) 2021-05-07 16:42:50.103: INFO @metrics_hook: train gender_accuracy: 0.585 +-0.008 (13807) 2021-05-07 16:42:52.836: INFO @decay_lr : LR updated to `0.00028390632` 2021-05-07 16:42:52.838: INFO @log_profile : T train: 32.573656 2021-05-07 16:42:52.838: INFO @log_profile : T read data: 0.521927 2021-05-07 16:42:52.838: INFO @log_profile : T hooks: 3.355219 2021-05-07 16:42:52.838: INFO @main_loop : Epoch 11 done 2021-05-07 16:42:52.838: INFO @main_loop : Training epoch 12 2021-05-07 16:43:24.743: INFO @log_variables: train loss nanmean: 3.387441 2021-05-07 16:43:24.743: INFO @log_variables: train age_loss mean: 17.706877 2021-05-07 16:43:24.743: INFO @log_variables: train gender_loss mean: 0.673329 2021-05-07 16:43:24.744: INFO @log_variables: train age_mae mean: 16.895409 2021-05-07 16:43:24.744: INFO @log_variables: train gender_accuracy mean: 0.589337 2021-05-07 16:43:24.744: INFO @log_variables: train gender_confidence/loss nanmean: 0.074880 2021-05-07 16:43:24.744: INFO @log_variables: train gender_confidence/accuracy mean: 0.561487 2021-05-07 16:43:24.744: INFO @log_variables: train age_confidence/loss mean: 0.036798 2021-05-07 16:43:24.744: INFO @log_variables: train age_confidence/accuracy mean: 0.838759 2021-05-07 16:43:24.744: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 16:43:24.745: INFO @metrics_hook: train age_mae: 16.895 +-0.198 (13824) 2021-05-07 16:43:24.747: INFO @metrics_hook: train gender_accuracy: 0.589 +-0.008 (13824) 2021-05-07 16:43:27.590: INFO @decay_lr : LR updated to `0.00028248678` 2021-05-07 16:43:27.592: INFO @log_profile : T train: 30.876873 2021-05-07 16:43:27.592: INFO @log_profile : T read data: 0.400023 2021-05-07 16:43:27.592: INFO @log_profile : T hooks: 3.412594 2021-05-07 16:43:27.592: INFO @main_loop : Epoch 12 done 2021-05-07 16:43:27.592: INFO @main_loop : Training epoch 13 2021-05-07 16:44:01.724: INFO @log_variables: train loss nanmean: 3.307785 2021-05-07 16:44:01.724: INFO @log_variables: train age_loss mean: 17.514595 2021-05-07 16:44:01.724: INFO @log_variables: train gender_loss mean: 0.665727 2021-05-07 16:44:01.724: INFO @log_variables: train age_mae mean: 16.736498 2021-05-07 16:44:01.724: INFO @log_variables: train gender_accuracy mean: 0.600376 2021-05-07 16:44:01.724: INFO @log_variables: train gender_confidence/loss nanmean: 0.075232 2021-05-07 16:44:01.725: INFO @log_variables: train gender_confidence/accuracy mean: 0.575345 2021-05-07 16:44:01.725: INFO @log_variables: train age_confidence/loss mean: 0.037372 2021-05-07 16:44:01.725: INFO @log_variables: train age_confidence/accuracy mean: 0.831151 2021-05-07 16:44:01.725: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 16:44:01.728: INFO @metrics_hook: train age_mae: 16.736 +-0.197 (13823) 2021-05-07 16:44:01.733: INFO @metrics_hook: train gender_accuracy: 0.600 +-0.008 (13823) 2021-05-07 16:44:04.633: INFO @decay_lr : LR updated to `0.00028107435` 2021-05-07 16:44:04.634: INFO @log_profile : T train: 33.059066 2021-05-07 16:44:04.635: INFO @log_profile : T read data: 0.404202 2021-05-07 16:44:04.635: INFO @log_profile : T hooks: 3.516180 2021-05-07 16:44:04.635: INFO @main_loop : Epoch 13 done 2021-05-07 16:44:04.635: INFO @main_loop : Training epoch 14 2021-05-07 16:44:38.385: INFO @log_variables: train loss nanmean: 3.352984 2021-05-07 16:44:38.385: INFO @log_variables: train age_loss mean: 17.330473 2021-05-07 16:44:38.385: INFO @log_variables: train gender_loss mean: 0.666326 2021-05-07 16:44:38.385: INFO @log_variables: train age_mae mean: 16.577845 2021-05-07 16:44:38.385: INFO @log_variables: train gender_accuracy mean: 0.602593 2021-05-07 16:44:38.386: INFO @log_variables: train gender_confidence/loss nanmean: 0.075360 2021-05-07 16:44:38.386: INFO @log_variables: train gender_confidence/accuracy mean: 0.579416 2021-05-07 16:44:38.386: INFO @log_variables: train age_confidence/loss mean: 0.038012 2021-05-07 16:44:38.386: INFO @log_variables: train age_confidence/accuracy mean: 0.829507 2021-05-07 16:44:38.386: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 16:44:38.388: INFO @metrics_hook: train age_mae: 16.578 +-0.197 (13807) 2021-05-07 16:44:38.391: INFO @metrics_hook: train gender_accuracy: 0.603 +-0.008 (13807) 2021-05-07 16:44:41.275: INFO @decay_lr : LR updated to `0.00027966898` 2021-05-07 16:44:41.276: INFO @log_profile : T train: 32.590135 2021-05-07 16:44:41.276: INFO @log_profile : T read data: 0.517039 2021-05-07 16:44:41.277: INFO @log_profile : T hooks: 3.471385 2021-05-07 16:44:41.277: INFO @main_loop : Epoch 14 done 2021-05-07 16:44:41.277: INFO @main_loop : Training epoch 15 2021-05-07 16:45:13.780: INFO @log_variables: train loss nanmean: 3.305343 2021-05-07 16:45:13.781: INFO @log_variables: train age_loss mean: 17.274961 2021-05-07 16:45:13.781: INFO @log_variables: train gender_loss mean: 0.659281 2021-05-07 16:45:13.781: INFO @log_variables: train age_mae mean: 16.526928 2021-05-07 16:45:13.781: INFO @log_variables: train gender_accuracy mean: 0.615741 2021-05-07 16:45:13.781: INFO @log_variables: train gender_confidence/loss nanmean: 0.076240 2021-05-07 16:45:13.781: INFO @log_variables: train gender_confidence/accuracy mean: 0.585720 2021-05-07 16:45:13.781: INFO @log_variables: train age_confidence/loss mean: 0.038567 2021-05-07 16:45:13.781: INFO @log_variables: train age_confidence/accuracy mean: 0.827836 2021-05-07 16:45:13.782: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 16:45:13.783: INFO @metrics_hook: train age_mae: 16.527 +-0.197 (13824) 2021-05-07 16:45:13.784: INFO @metrics_hook: train gender_accuracy: 0.616 +-0.008 (13824) 2021-05-07 16:45:16.959: INFO @decay_lr : LR updated to `0.00027827063` 2021-05-07 16:45:16.960: INFO @log_profile : T train: 31.476500 2021-05-07 16:45:16.960: INFO @log_profile : T read data: 0.403951 2021-05-07 16:45:16.960: INFO @log_profile : T hooks: 3.737817 2021-05-07 16:45:16.960: INFO @main_loop : Epoch 15 done 2021-05-07 16:45:16.960: INFO @main_loop : Training epoch 16 2021-05-07 16:45:50.036: INFO @log_variables: train loss nanmean: 3.292665 2021-05-07 16:45:50.037: INFO @log_variables: train age_loss mean: 17.384039 2021-05-07 16:45:50.037: INFO @log_variables: train gender_loss mean: 0.662245 2021-05-07 16:45:50.037: INFO @log_variables: train age_mae mean: 16.643862 2021-05-07 16:45:50.037: INFO @log_variables: train gender_accuracy mean: 0.600984 2021-05-07 16:45:50.037: INFO @log_variables: train gender_confidence/loss nanmean: 0.075079 2021-05-07 16:45:50.037: INFO @log_variables: train gender_confidence/accuracy mean: 0.583984 2021-05-07 16:45:50.037: INFO @log_variables: train age_confidence/loss mean: 0.037569 2021-05-07 16:45:50.037: INFO @log_variables: train age_confidence/accuracy mean: 0.832104 2021-05-07 16:45:50.037: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 16:45:50.039: INFO @metrics_hook: train age_mae: 16.644 +-0.198 (13824) 2021-05-07 16:45:50.041: INFO @metrics_hook: train gender_accuracy: 0.601 +-0.008 (13824) 2021-05-07 16:45:52.855: INFO @decay_lr : LR updated to `0.00027687926` 2021-05-07 16:45:52.858: INFO @log_profile : T train: 32.064496 2021-05-07 16:45:52.858: INFO @log_profile : T read data: 0.384835 2021-05-07 16:45:52.858: INFO @log_profile : T hooks: 3.385168 2021-05-07 16:45:52.858: INFO @main_loop : Epoch 16 done 2021-05-07 16:45:52.858: INFO @main_loop : Training epoch 17 2021-05-07 16:46:25.292: INFO @log_variables: train loss nanmean: 3.313028 2021-05-07 16:46:25.293: INFO @log_variables: train age_loss mean: 17.123320 2021-05-07 16:46:25.293: INFO @log_variables: train gender_loss mean: 0.659719 2021-05-07 16:46:25.293: INFO @log_variables: train age_mae mean: 16.417648 2021-05-07 16:46:25.293: INFO @log_variables: train gender_accuracy mean: 0.609954 2021-05-07 16:46:25.293: INFO @log_variables: train gender_confidence/loss nanmean: 0.075691 2021-05-07 16:46:25.293: INFO @log_variables: train gender_confidence/accuracy mean: 0.577329 2021-05-07 16:46:25.293: INFO @log_variables: train age_confidence/loss mean: 0.038141 2021-05-07 16:46:25.294: INFO @log_variables: train age_confidence/accuracy mean: 0.828631 2021-05-07 16:46:25.294: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 16:46:25.296: INFO @metrics_hook: train age_mae: 16.418 +-0.197 (13824) 2021-05-07 16:46:25.298: INFO @metrics_hook: train gender_accuracy: 0.610 +-0.008 (13824) 2021-05-07 16:46:28.094: INFO @decay_lr : LR updated to `0.00027549488` 2021-05-07 16:46:28.095: INFO @log_profile : T train: 31.417236 2021-05-07 16:46:28.096: INFO @log_profile : T read data: 0.388871 2021-05-07 16:46:28.096: INFO @log_profile : T hooks: 3.368961 2021-05-07 16:46:28.096: INFO @main_loop : Epoch 17 done 2021-05-07 16:46:28.096: INFO @main_loop : Training epoch 18 2021-05-07 16:47:01.427: INFO @log_variables: train loss nanmean: 3.240635 2021-05-07 16:47:01.428: INFO @log_variables: train age_loss mean: 17.274178 2021-05-07 16:47:01.428: INFO @log_variables: train gender_loss mean: 0.658267 2021-05-07 16:47:01.428: INFO @log_variables: train age_mae mean: 16.559242 2021-05-07 16:47:01.428: INFO @log_variables: train gender_accuracy mean: 0.613022 2021-05-07 16:47:01.428: INFO @log_variables: train gender_confidence/loss nanmean: 0.075938 2021-05-07 16:47:01.428: INFO @log_variables: train gender_confidence/accuracy mean: 0.586297 2021-05-07 16:47:01.428: INFO @log_variables: train age_confidence/loss mean: 0.038322 2021-05-07 16:47:01.428: INFO @log_variables: train age_confidence/accuracy mean: 0.826682 2021-05-07 16:47:01.428: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 16:47:01.430: INFO @metrics_hook: train age_mae: 16.559 +-0.197 (13807) 2021-05-07 16:47:01.435: INFO @metrics_hook: train gender_accuracy: 0.613 +-0.008 (13807) 2021-05-07 16:47:04.261: INFO @decay_lr : LR updated to `0.0002741174` 2021-05-07 16:47:04.263: INFO @log_profile : T train: 32.181247 2021-05-07 16:47:04.263: INFO @log_profile : T read data: 0.521725 2021-05-07 16:47:04.263: INFO @log_profile : T hooks: 3.398373 2021-05-07 16:47:04.263: INFO @main_loop : Epoch 18 done 2021-05-07 16:47:04.263: INFO @main_loop : Training epoch 19 2021-05-07 16:47:37.221: INFO @log_variables: train loss nanmean: 3.257533 2021-05-07 16:47:37.221: INFO @log_variables: train age_loss mean: 17.030540 2021-05-07 16:47:37.221: INFO @log_variables: train gender_loss mean: 0.651696 2021-05-07 16:47:37.222: INFO @log_variables: train age_mae mean: 16.323454 2021-05-07 16:47:37.222: INFO @log_variables: train gender_accuracy mean: 0.618851 2021-05-07 16:47:37.222: INFO @log_variables: train gender_confidence/loss nanmean: 0.076110 2021-05-07 16:47:37.222: INFO @log_variables: train gender_confidence/accuracy mean: 0.591725 2021-05-07 16:47:37.222: INFO @log_variables: train age_confidence/loss mean: 0.038521 2021-05-07 16:47:37.222: INFO @log_variables: train age_confidence/accuracy mean: 0.822989 2021-05-07 16:47:37.222: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 16:47:37.224: INFO @metrics_hook: train age_mae: 16.323 +-0.197 (13824) 2021-05-07 16:47:37.229: INFO @metrics_hook: train gender_accuracy: 0.619 +-0.008 (13824) 2021-05-07 16:47:40.023: INFO @decay_lr : LR updated to `0.0002727468` 2021-05-07 16:47:40.025: INFO @log_profile : T train: 31.905953 2021-05-07 16:47:40.025: INFO @log_profile : T read data: 0.418328 2021-05-07 16:47:40.025: INFO @log_profile : T hooks: 3.372790 2021-05-07 16:47:40.025: INFO @main_loop : Epoch 19 done 2021-05-07 16:47:40.025: INFO @main_loop : Training epoch 20 2021-05-07 16:48:13.158: INFO @log_variables: train loss nanmean: 3.215873 2021-05-07 16:48:13.158: INFO @log_variables: train age_loss mean: 16.872829 2021-05-07 16:48:13.158: INFO @log_variables: train gender_loss mean: 0.652195 2021-05-07 16:48:13.159: INFO @log_variables: train age_mae mean: 16.188623 2021-05-07 16:48:13.159: INFO @log_variables: train gender_accuracy mean: 0.615885 2021-05-07 16:48:13.159: INFO @log_variables: train gender_confidence/loss nanmean: 0.075980 2021-05-07 16:48:13.159: INFO @log_variables: train gender_confidence/accuracy mean: 0.588397 2021-05-07 16:48:13.159: INFO @log_variables: train age_confidence/loss mean: 0.038673 2021-05-07 16:48:13.159: INFO @log_variables: train age_confidence/accuracy mean: 0.824074 2021-05-07 16:48:13.159: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 16:48:13.161: INFO @metrics_hook: train age_mae: 16.189 +-0.196 (13824) 2021-05-07 16:48:13.162: INFO @metrics_hook: train gender_accuracy: 0.616 +-0.008 (13824) 2021-05-07 16:48:15.822: INFO @decay_lr : LR updated to `0.00027138306` 2021-05-07 16:48:15.824: INFO @log_profile : T train: 32.103511 2021-05-07 16:48:15.824: INFO @log_profile : T read data: 0.399874 2021-05-07 16:48:15.824: INFO @log_profile : T hooks: 3.229543 2021-05-07 16:48:15.824: INFO @main_loop : Epoch 20 done 2021-05-07 16:48:15.824: INFO @main_loop : Training epoch 21 2021-05-07 16:48:48.590: INFO @log_variables: train loss nanmean: 3.262302 2021-05-07 16:48:48.591: INFO @log_variables: train age_loss mean: 16.801003 2021-05-07 16:48:48.591: INFO @log_variables: train gender_loss mean: 0.643159 2021-05-07 16:48:48.591: INFO @log_variables: train age_mae mean: 16.110725 2021-05-07 16:48:48.591: INFO @log_variables: train gender_accuracy mean: 0.630668 2021-05-07 16:48:48.591: INFO @log_variables: train gender_confidence/loss nanmean: 0.076560 2021-05-07 16:48:48.591: INFO @log_variables: train gender_confidence/accuracy mean: 0.603144 2021-05-07 16:48:48.591: INFO @log_variables: train age_confidence/loss mean: 0.039188 2021-05-07 16:48:48.591: INFO @log_variables: train age_confidence/accuracy mean: 0.820440 2021-05-07 16:48:48.591: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 16:48:48.594: INFO @metrics_hook: train age_mae: 16.111 +-0.194 (13806) 2021-05-07 16:48:48.597: INFO @metrics_hook: train gender_accuracy: 0.631 +-0.008 (13806) 2021-05-07 16:48:51.375: INFO @decay_lr : LR updated to `0.00027002615` 2021-05-07 16:48:51.377: INFO @log_profile : T train: 31.599954 2021-05-07 16:48:51.377: INFO @log_profile : T read data: 0.533892 2021-05-07 16:48:51.377: INFO @log_profile : T hooks: 3.354253 2021-05-07 16:48:51.377: INFO @main_loop : Epoch 21 done 2021-05-07 16:48:51.377: INFO @main_loop : Training epoch 22 2021-05-07 16:49:25.253: INFO @log_variables: train loss nanmean: 3.254759 2021-05-07 16:49:25.253: INFO @log_variables: train age_loss mean: 16.810173 2021-05-07 16:49:25.253: INFO @log_variables: train gender_loss mean: 0.645096 2021-05-07 16:49:25.253: INFO @log_variables: train age_mae mean: 16.143553 2021-05-07 16:49:25.254: INFO @log_variables: train gender_accuracy mean: 0.633608 2021-05-07 16:49:25.254: INFO @log_variables: train gender_confidence/loss nanmean: 0.077061 2021-05-07 16:49:25.254: INFO @log_variables: train gender_confidence/accuracy mean: 0.606192 2021-05-07 16:49:25.254: INFO @log_variables: train age_confidence/loss mean: 0.038309 2021-05-07 16:49:25.254: INFO @log_variables: train age_confidence/accuracy mean: 0.824508 2021-05-07 16:49:25.254: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 16:49:25.255: INFO @metrics_hook: train age_mae: 16.144 +-0.193 (13824) 2021-05-07 16:49:25.256: INFO @metrics_hook: train gender_accuracy: 0.634 +-0.008 (13824) 2021-05-07 16:49:28.531: INFO @decay_lr : LR updated to `0.00026867603` 2021-05-07 16:49:28.533: INFO @log_profile : T train: 32.875585 2021-05-07 16:49:28.534: INFO @log_profile : T read data: 0.389113 2021-05-07 16:49:28.534: INFO @log_profile : T hooks: 3.831061 2021-05-07 16:49:28.534: INFO @main_loop : Epoch 22 done 2021-05-07 16:49:28.534: INFO @main_loop : Training epoch 23 2021-05-07 16:50:02.832: INFO @log_variables: train loss nanmean: 3.180743 2021-05-07 16:50:02.832: INFO @log_variables: train age_loss mean: 16.503988 2021-05-07 16:50:02.832: INFO @log_variables: train gender_loss mean: 0.636195 2021-05-07 16:50:02.832: INFO @log_variables: train age_mae mean: 15.869145 2021-05-07 16:50:02.832: INFO @log_variables: train gender_accuracy mean: 0.640987 2021-05-07 16:50:02.832: INFO @log_variables: train gender_confidence/loss nanmean: 0.076925 2021-05-07 16:50:02.832: INFO @log_variables: train gender_confidence/accuracy mean: 0.610532 2021-05-07 16:50:02.832: INFO @log_variables: train age_confidence/loss mean: 0.040028 2021-05-07 16:50:02.832: INFO @log_variables: train age_confidence/accuracy mean: 0.814019 2021-05-07 16:50:02.833: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 16:50:02.834: INFO @metrics_hook: train age_mae: 15.869 +-0.196 (13824) 2021-05-07 16:50:02.836: INFO @metrics_hook: train gender_accuracy: 0.641 +-0.008 (13824) 2021-05-07 16:50:05.674: INFO @decay_lr : LR updated to `0.00026733265` 2021-05-07 16:50:05.675: INFO @log_profile : T train: 33.232758 2021-05-07 16:50:05.675: INFO @log_profile : T read data: 0.408776 2021-05-07 16:50:05.675: INFO @log_profile : T hooks: 3.430023 2021-05-07 16:50:05.675: INFO @main_loop : Epoch 23 done 2021-05-07 16:50:05.675: INFO @main_loop : Training epoch 24 2021-05-07 16:50:38.578: INFO @log_variables: train loss nanmean: 3.190494 2021-05-07 16:50:38.580: INFO @log_variables: train age_loss mean: 16.606253 2021-05-07 16:50:38.580: INFO @log_variables: train gender_loss mean: 0.639477 2021-05-07 16:50:38.580: INFO @log_variables: train age_mae mean: 15.942746 2021-05-07 16:50:38.581: INFO @log_variables: train gender_accuracy mean: 0.633881 2021-05-07 16:50:38.581: INFO @log_variables: train gender_confidence/loss nanmean: 0.076722 2021-05-07 16:50:38.581: INFO @log_variables: train gender_confidence/accuracy mean: 0.606649 2021-05-07 16:50:38.581: INFO @log_variables: train age_confidence/loss mean: 0.038721 2021-05-07 16:50:38.581: INFO @log_variables: train age_confidence/accuracy mean: 0.822264 2021-05-07 16:50:38.581: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 16:50:38.582: INFO @metrics_hook: train age_mae: 15.943 +-0.194 (13807) 2021-05-07 16:50:38.584: INFO @metrics_hook: train gender_accuracy: 0.634 +-0.008 (13807) 2021-05-07 16:50:41.375: INFO @decay_lr : LR updated to `0.000265996` 2021-05-07 16:50:41.377: INFO @log_profile : T train: 31.690481 2021-05-07 16:50:41.377: INFO @log_profile : T read data: 0.570502 2021-05-07 16:50:41.377: INFO @log_profile : T hooks: 3.375339 2021-05-07 16:50:41.378: INFO @main_loop : Epoch 24 done 2021-05-07 16:50:41.378: INFO @main_loop : Training epoch 25 2021-05-07 16:51:14.671: INFO @log_variables: train loss nanmean: 3.212372 2021-05-07 16:51:14.672: INFO @log_variables: train age_loss mean: 16.486967 2021-05-07 16:51:14.673: INFO @log_variables: train gender_loss mean: 0.633328 2021-05-07 16:51:14.673: INFO @log_variables: train age_mae mean: 15.853646 2021-05-07 16:51:14.673: INFO @log_variables: train gender_accuracy mean: 0.642433 2021-05-07 16:51:14.673: INFO @log_variables: train gender_confidence/loss nanmean: 0.077290 2021-05-07 16:51:14.673: INFO @log_variables: train gender_confidence/accuracy mean: 0.614583 2021-05-07 16:51:14.673: INFO @log_variables: train age_confidence/loss mean: 0.039988 2021-05-07 16:51:14.673: INFO @log_variables: train age_confidence/accuracy mean: 0.811487 2021-05-07 16:51:14.673: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 16:51:14.675: INFO @metrics_hook: train age_mae: 15.854 +-0.196 (13824) 2021-05-07 16:51:14.678: INFO @metrics_hook: train gender_accuracy: 0.642 +-0.008 (13824) 2021-05-07 16:51:17.611: INFO @decay_lr : LR updated to `0.000264666` 2021-05-07 16:51:17.612: INFO @log_profile : T train: 32.260593 2021-05-07 16:51:17.612: INFO @log_profile : T read data: 0.376993 2021-05-07 16:51:17.613: INFO @log_profile : T hooks: 3.533072 2021-05-07 16:51:17.613: INFO @main_loop : Epoch 25 done 2021-05-07 16:51:17.613: INFO @main_loop : Training epoch 26 2021-05-07 16:51:50.797: INFO @log_variables: train loss nanmean: 3.173163 2021-05-07 16:51:50.798: INFO @log_variables: train age_loss mean: 16.463285 2021-05-07 16:51:50.798: INFO @log_variables: train gender_loss mean: 0.635092 2021-05-07 16:51:50.798: INFO @log_variables: train age_mae mean: 15.808450 2021-05-07 16:51:50.798: INFO @log_variables: train gender_accuracy mean: 0.645616 2021-05-07 16:51:50.798: INFO @log_variables: train gender_confidence/loss nanmean: 0.077513 2021-05-07 16:51:50.798: INFO @log_variables: train gender_confidence/accuracy mean: 0.614077 2021-05-07 16:51:50.799: INFO @log_variables: train age_confidence/loss mean: 0.039859 2021-05-07 16:51:50.799: INFO @log_variables: train age_confidence/accuracy mean: 0.815972 2021-05-07 16:51:50.799: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 16:51:50.801: INFO @metrics_hook: train age_mae: 15.808 +-0.193 (13824) 2021-05-07 16:51:50.807: INFO @metrics_hook: train gender_accuracy: 0.646 +-0.008 (13824) 2021-05-07 16:51:53.591: INFO @decay_lr : LR updated to `0.0002633427` 2021-05-07 16:51:53.593: INFO @log_profile : T train: 32.139331 2021-05-07 16:51:53.594: INFO @log_profile : T read data: 0.406244 2021-05-07 16:51:53.594: INFO @log_profile : T hooks: 3.370896 2021-05-07 16:51:53.594: INFO @main_loop : Epoch 26 done 2021-05-07 16:51:53.594: INFO @main_loop : Training epoch 27 2021-05-07 16:52:28.019: INFO @log_variables: train loss nanmean: 3.098354 2021-05-07 16:52:28.020: INFO @log_variables: train age_loss mean: 16.478054 2021-05-07 16:52:28.020: INFO @log_variables: train gender_loss mean: 0.625384 2021-05-07 16:52:28.020: INFO @log_variables: train age_mae mean: 15.854309 2021-05-07 16:52:28.020: INFO @log_variables: train gender_accuracy mean: 0.649595 2021-05-07 16:52:28.020: INFO @log_variables: train gender_confidence/loss nanmean: 0.077401 2021-05-07 16:52:28.020: INFO @log_variables: train gender_confidence/accuracy mean: 0.619068 2021-05-07 16:52:28.020: INFO @log_variables: train age_confidence/loss mean: 0.040001 2021-05-07 16:52:28.020: INFO @log_variables: train age_confidence/accuracy mean: 0.817347 2021-05-07 16:52:28.020: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 16:52:28.021: INFO @metrics_hook: train age_mae: 15.854 +-0.197 (13824) 2021-05-07 16:52:28.023: INFO @metrics_hook: train gender_accuracy: 0.650 +-0.008 (13824) 2021-05-07 16:52:30.904: INFO @decay_lr : LR updated to `0.00026202598` 2021-05-07 16:52:30.906: INFO @log_profile : T train: 33.391210 2021-05-07 16:52:30.906: INFO @log_profile : T read data: 0.400205 2021-05-07 16:52:30.907: INFO @log_profile : T hooks: 3.456784 2021-05-07 16:52:30.907: INFO @main_loop : Epoch 27 done 2021-05-07 16:52:30.907: INFO @main_loop : Training epoch 28 2021-05-07 16:53:04.860: INFO @log_variables: train loss nanmean: 3.067843 2021-05-07 16:53:04.861: INFO @log_variables: train age_loss mean: 16.069992 2021-05-07 16:53:04.861: INFO @log_variables: train gender_loss mean: 0.629260 2021-05-07 16:53:04.861: INFO @log_variables: train age_mae mean: 15.454878 2021-05-07 16:53:04.861: INFO @log_variables: train gender_accuracy mean: 0.648149 2021-05-07 16:53:04.861: INFO @log_variables: train gender_confidence/loss nanmean: 0.077233 2021-05-07 16:53:04.861: INFO @log_variables: train gender_confidence/accuracy mean: 0.620048 2021-05-07 16:53:04.861: INFO @log_variables: train age_confidence/loss mean: 0.040279 2021-05-07 16:53:04.862: INFO @log_variables: train age_confidence/accuracy mean: 0.811255 2021-05-07 16:53:04.862: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 16:53:04.864: INFO @metrics_hook: train age_mae: 15.455 +-0.193 (13807) 2021-05-07 16:53:04.867: INFO @metrics_hook: train gender_accuracy: 0.648 +-0.008 (13807) 2021-05-07 16:53:07.765: INFO @decay_lr : LR updated to `0.00026071584` 2021-05-07 16:53:07.767: INFO @log_profile : T train: 32.772580 2021-05-07 16:53:07.767: INFO @log_profile : T read data: 0.551783 2021-05-07 16:53:07.767: INFO @log_profile : T hooks: 3.470078 2021-05-07 16:53:07.767: INFO @main_loop : Epoch 28 done 2021-05-07 16:53:07.767: INFO @main_loop : Training epoch 29 2021-05-07 16:53:41.021: INFO @log_variables: train loss nanmean: 3.100953 2021-05-07 16:53:41.021: INFO @log_variables: train age_loss mean: 16.123569 2021-05-07 16:53:41.021: INFO @log_variables: train gender_loss mean: 0.619534 2021-05-07 16:53:41.021: INFO @log_variables: train age_mae mean: 15.523083 2021-05-07 16:53:41.021: INFO @log_variables: train gender_accuracy mean: 0.653356 2021-05-07 16:53:41.021: INFO @log_variables: train gender_confidence/loss nanmean: 0.077175 2021-05-07 16:53:41.021: INFO @log_variables: train gender_confidence/accuracy mean: 0.631438 2021-05-07 16:53:41.021: INFO @log_variables: train age_confidence/loss mean: 0.040588 2021-05-07 16:53:41.021: INFO @log_variables: train age_confidence/accuracy mean: 0.808738 2021-05-07 16:53:41.021: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 16:53:41.023: INFO @metrics_hook: train age_mae: 15.523 +-0.192 (13824) 2021-05-07 16:53:41.024: INFO @metrics_hook: train gender_accuracy: 0.653 +-0.008 (13824) 2021-05-07 16:53:43.797: INFO @decay_lr : LR updated to `0.00025941225` 2021-05-07 16:53:43.799: INFO @log_profile : T train: 32.232546 2021-05-07 16:53:43.800: INFO @log_profile : T read data: 0.391718 2021-05-07 16:53:43.800: INFO @log_profile : T hooks: 3.344134 2021-05-07 16:53:43.800: INFO @main_loop : Epoch 29 done 2021-05-07 16:53:43.800: INFO @main_loop : Training epoch 30 2021-05-07 16:54:17.494: INFO @log_variables: train loss nanmean: 3.058729 2021-05-07 16:54:17.494: INFO @log_variables: train age_loss mean: 16.027336 2021-05-07 16:54:17.494: INFO @log_variables: train gender_loss mean: 0.622280 2021-05-07 16:54:17.494: INFO @log_variables: train age_mae mean: 15.447638 2021-05-07 16:54:17.494: INFO @log_variables: train gender_accuracy mean: 0.653429 2021-05-07 16:54:17.494: INFO @log_variables: train gender_confidence/loss nanmean: 0.077355 2021-05-07 16:54:17.494: INFO @log_variables: train gender_confidence/accuracy mean: 0.625000 2021-05-07 16:54:17.495: INFO @log_variables: train age_confidence/loss mean: 0.041244 2021-05-07 16:54:17.495: INFO @log_variables: train age_confidence/accuracy mean: 0.805049 2021-05-07 16:54:17.495: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 16:54:17.496: INFO @metrics_hook: train age_mae: 15.448 +-0.192 (13824) 2021-05-07 16:54:17.498: INFO @metrics_hook: train gender_accuracy: 0.653 +-0.008 (13824) 2021-05-07 16:54:20.323: INFO @decay_lr : LR updated to `0.00025811518` 2021-05-07 16:54:20.325: INFO @log_profile : T train: 32.671103 2021-05-07 16:54:20.326: INFO @log_profile : T read data: 0.391123 2021-05-07 16:54:20.326: INFO @log_profile : T hooks: 3.395354 2021-05-07 16:54:20.326: INFO @main_loop : Epoch 30 done 2021-05-07 16:54:20.326: INFO @main_loop : Training epoch 31 2021-05-07 16:54:53.478: INFO @log_variables: train loss nanmean: 3.029313 2021-05-07 16:54:53.478: INFO @log_variables: train age_loss mean: 16.122171 2021-05-07 16:54:53.478: INFO @log_variables: train gender_loss mean: 0.618036 2021-05-07 16:54:53.478: INFO @log_variables: train age_mae mean: 15.499986 2021-05-07 16:54:53.478: INFO @log_variables: train gender_accuracy mean: 0.661259 2021-05-07 16:54:53.478: INFO @log_variables: train gender_confidence/loss nanmean: 0.077488 2021-05-07 16:54:53.478: INFO @log_variables: train gender_confidence/accuracy mean: 0.628667 2021-05-07 16:54:53.478: INFO @log_variables: train age_confidence/loss mean: 0.040681 2021-05-07 16:54:53.478: INFO @log_variables: train age_confidence/accuracy mean: 0.810965 2021-05-07 16:54:53.478: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 16:54:53.480: INFO @metrics_hook: train age_mae: 15.500 +-0.194 (13807) 2021-05-07 16:54:53.481: INFO @metrics_hook: train gender_accuracy: 0.661 +-0.008 (13807) 2021-05-07 16:54:56.964: INFO @decay_lr : LR updated to `0.0002568246` 2021-05-07 16:54:56.966: INFO @log_profile : T train: 31.995188 2021-05-07 16:54:56.966: INFO @log_profile : T read data: 0.532159 2021-05-07 16:54:56.966: INFO @log_profile : T hooks: 4.050599 2021-05-07 16:54:56.966: INFO @main_loop : Epoch 31 done 2021-05-07 16:54:56.966: INFO @main_loop : Training epoch 32 2021-05-07 16:55:29.896: INFO @log_variables: train loss nanmean: 3.093550 2021-05-07 16:55:29.896: INFO @log_variables: train age_loss mean: 16.088665 2021-05-07 16:55:29.896: INFO @log_variables: train gender_loss mean: 0.618383 2021-05-07 16:55:29.896: INFO @log_variables: train age_mae mean: 15.497522 2021-05-07 16:55:29.897: INFO @log_variables: train gender_accuracy mean: 0.662471 2021-05-07 16:55:29.897: INFO @log_variables: train gender_confidence/loss nanmean: 0.077785 2021-05-07 16:55:29.897: INFO @log_variables: train gender_confidence/accuracy mean: 0.623264 2021-05-07 16:55:29.897: INFO @log_variables: train age_confidence/loss mean: 0.040672 2021-05-07 16:55:29.897: INFO @log_variables: train age_confidence/accuracy mean: 0.808160 2021-05-07 16:55:29.897: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 16:55:29.899: INFO @metrics_hook: train age_mae: 15.498 +-0.193 (13824) 2021-05-07 16:55:29.900: INFO @metrics_hook: train gender_accuracy: 0.662 +-0.008 (13824) 2021-05-07 16:55:32.782: INFO @decay_lr : LR updated to `0.00025554048` 2021-05-07 16:55:32.784: INFO @log_profile : T train: 31.899962 2021-05-07 16:55:32.784: INFO @log_profile : T read data: 0.383764 2021-05-07 16:55:32.784: INFO @log_profile : T hooks: 3.469942 2021-05-07 16:55:32.784: INFO @main_loop : Epoch 32 done 2021-05-07 16:55:32.784: INFO @main_loop : Training epoch 33 2021-05-07 16:56:05.876: INFO @log_variables: train loss nanmean: 3.064866 2021-05-07 16:56:05.876: INFO @log_variables: train age_loss mean: 15.968291 2021-05-07 16:56:05.877: INFO @log_variables: train gender_loss mean: 0.616725 2021-05-07 16:56:05.877: INFO @log_variables: train age_mae mean: 15.381056 2021-05-07 16:56:05.877: INFO @log_variables: train gender_accuracy mean: 0.658999 2021-05-07 16:56:05.877: INFO @log_variables: train gender_confidence/loss nanmean: 0.077286 2021-05-07 16:56:05.877: INFO @log_variables: train gender_confidence/accuracy mean: 0.624855 2021-05-07 16:56:05.877: INFO @log_variables: train age_confidence/loss mean: 0.040592 2021-05-07 16:56:05.877: INFO @log_variables: train age_confidence/accuracy mean: 0.810257 2021-05-07 16:56:05.877: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 16:56:05.879: INFO @metrics_hook: train age_mae: 15.381 +-0.192 (13824) 2021-05-07 16:56:05.881: INFO @metrics_hook: train gender_accuracy: 0.659 +-0.008 (13824) 2021-05-07 16:56:08.753: INFO @decay_lr : LR updated to `0.00025426276` 2021-05-07 16:56:08.755: INFO @log_profile : T train: 32.041184 2021-05-07 16:56:08.755: INFO @log_profile : T read data: 0.401271 2021-05-07 16:56:08.755: INFO @log_profile : T hooks: 3.462167 2021-05-07 16:56:08.755: INFO @main_loop : Epoch 33 done 2021-05-07 16:56:08.755: INFO @main_loop : Training epoch 34 2021-05-07 16:56:41.897: INFO @log_variables: train loss nanmean: 2.975795 2021-05-07 16:56:41.898: INFO @log_variables: train age_loss mean: 15.765486 2021-05-07 16:56:41.898: INFO @log_variables: train gender_loss mean: 0.607926 2021-05-07 16:56:41.898: INFO @log_variables: train age_mae mean: 15.203945 2021-05-07 16:56:41.898: INFO @log_variables: train gender_accuracy mean: 0.669994 2021-05-07 16:56:41.898: INFO @log_variables: train gender_confidence/loss nanmean: 0.077632 2021-05-07 16:56:41.898: INFO @log_variables: train gender_confidence/accuracy mean: 0.636502 2021-05-07 16:56:41.898: INFO @log_variables: train age_confidence/loss mean: 0.040675 2021-05-07 16:56:41.898: INFO @log_variables: train age_confidence/accuracy mean: 0.807509 2021-05-07 16:56:41.898: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 16:56:41.901: INFO @metrics_hook: train age_mae: 15.204 +-0.193 (13824) 2021-05-07 16:56:41.903: INFO @metrics_hook: train gender_accuracy: 0.670 +-0.008 (13824) 2021-05-07 16:56:44.673: INFO @decay_lr : LR updated to `0.00025299145` 2021-05-07 16:56:44.675: INFO @log_profile : T train: 32.117197 2021-05-07 16:56:44.675: INFO @log_profile : T read data: 0.390327 2021-05-07 16:56:44.675: INFO @log_profile : T hooks: 3.346363 2021-05-07 16:56:44.675: INFO @main_loop : Epoch 34 done 2021-05-07 16:56:44.675: INFO @main_loop : Training epoch 35 2021-05-07 16:57:17.948: INFO @log_variables: train loss nanmean: 2.992694 2021-05-07 16:57:17.948: INFO @log_variables: train age_loss mean: 15.458647 2021-05-07 16:57:17.948: INFO @log_variables: train gender_loss mean: 0.606105 2021-05-07 16:57:17.948: INFO @log_variables: train age_mae mean: 14.918657 2021-05-07 16:57:17.948: INFO @log_variables: train gender_accuracy mean: 0.669515 2021-05-07 16:57:17.948: INFO @log_variables: train gender_confidence/loss nanmean: 0.077566 2021-05-07 16:57:17.948: INFO @log_variables: train gender_confidence/accuracy mean: 0.637503 2021-05-07 16:57:17.948: INFO @log_variables: train age_confidence/loss mean: 0.041768 2021-05-07 16:57:17.949: INFO @log_variables: train age_confidence/accuracy mean: 0.800246 2021-05-07 16:57:17.949: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 16:57:17.951: INFO @metrics_hook: train age_mae: 14.919 +-0.191 (13807) 2021-05-07 16:57:17.953: INFO @metrics_hook: train gender_accuracy: 0.670 +-0.008 (13807) 2021-05-07 16:57:20.954: INFO @decay_lr : LR updated to `0.00025172648` 2021-05-07 16:57:20.958: INFO @log_profile : T train: 32.147751 2021-05-07 16:57:20.958: INFO @log_profile : T read data: 0.517562 2021-05-07 16:57:20.958: INFO @log_profile : T hooks: 3.553786 2021-05-07 16:57:20.958: INFO @main_loop : Epoch 35 done 2021-05-07 16:57:20.958: INFO @main_loop : Training epoch 36 2021-05-07 16:57:54.125: INFO @log_variables: train loss nanmean: 3.009041 2021-05-07 16:57:54.125: INFO @log_variables: train age_loss mean: 15.658485 2021-05-07 16:57:54.125: INFO @log_variables: train gender_loss mean: 0.600993 2021-05-07 16:57:54.125: INFO @log_variables: train age_mae mean: 15.106569 2021-05-07 16:57:54.125: INFO @log_variables: train gender_accuracy mean: 0.676215 2021-05-07 16:57:54.126: INFO @log_variables: train gender_confidence/loss nanmean: 0.077784 2021-05-07 16:57:54.126: INFO @log_variables: train gender_confidence/accuracy mean: 0.634332 2021-05-07 16:57:54.126: INFO @log_variables: train age_confidence/loss mean: 0.041873 2021-05-07 16:57:54.126: INFO @log_variables: train age_confidence/accuracy mean: 0.801071 2021-05-07 16:57:54.126: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 16:57:54.128: INFO @metrics_hook: train age_mae: 15.107 +-0.193 (13824) 2021-05-07 16:57:54.130: INFO @metrics_hook: train gender_accuracy: 0.676 +-0.008 (13824) 2021-05-07 16:57:56.973: INFO @decay_lr : LR updated to `0.00025046786` 2021-05-07 16:57:56.975: INFO @log_profile : T train: 32.120856 2021-05-07 16:57:56.975: INFO @log_profile : T read data: 0.401295 2021-05-07 16:57:56.975: INFO @log_profile : T hooks: 3.428205 2021-05-07 16:57:56.975: INFO @main_loop : Epoch 36 done 2021-05-07 16:57:56.975: INFO @main_loop : Training epoch 37 2021-05-07 16:58:30.482: INFO @log_variables: train loss nanmean: 2.976106 2021-05-07 16:58:30.482: INFO @log_variables: train age_loss mean: 15.397063 2021-05-07 16:58:30.482: INFO @log_variables: train gender_loss mean: 0.598502 2021-05-07 16:58:30.482: INFO @log_variables: train age_mae mean: 14.862270 2021-05-07 16:58:30.483: INFO @log_variables: train gender_accuracy mean: 0.676215 2021-05-07 16:58:30.483: INFO @log_variables: train gender_confidence/loss nanmean: 0.077440 2021-05-07 16:58:30.483: INFO @log_variables: train gender_confidence/accuracy mean: 0.645399 2021-05-07 16:58:30.483: INFO @log_variables: train age_confidence/loss mean: 0.042052 2021-05-07 16:58:30.483: INFO @log_variables: train age_confidence/accuracy mean: 0.795067 2021-05-07 16:58:30.483: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 16:58:30.485: INFO @metrics_hook: train age_mae: 14.862 +-0.190 (13824) 2021-05-07 16:58:30.487: INFO @metrics_hook: train gender_accuracy: 0.676 +-0.008 (13824) 2021-05-07 16:58:32.611: INFO @decay_lr : LR updated to `0.00024921552` 2021-05-07 16:58:32.613: INFO @log_profile : T train: 32.517246 2021-05-07 16:58:32.613: INFO @log_profile : T read data: 0.369934 2021-05-07 16:58:32.613: INFO @log_profile : T hooks: 2.689471 2021-05-07 16:58:32.613: INFO @main_loop : Epoch 37 done 2021-05-07 16:58:32.614: INFO @main_loop : Training epoch 38 2021-05-07 16:59:06.113: INFO @log_variables: train loss nanmean: 2.965968 2021-05-07 16:59:06.115: INFO @log_variables: train age_loss mean: 15.318161 2021-05-07 16:59:06.115: INFO @log_variables: train gender_loss mean: 0.598676 2021-05-07 16:59:06.115: INFO @log_variables: train age_mae mean: 14.795147 2021-05-07 16:59:06.115: INFO @log_variables: train gender_accuracy mean: 0.677700 2021-05-07 16:59:06.115: INFO @log_variables: train gender_confidence/loss nanmean: 0.077862 2021-05-07 16:59:06.115: INFO @log_variables: train gender_confidence/accuracy mean: 0.644311 2021-05-07 16:59:06.115: INFO @log_variables: train age_confidence/loss mean: 0.042201 2021-05-07 16:59:06.115: INFO @log_variables: train age_confidence/accuracy mean: 0.796480 2021-05-07 16:59:06.115: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 16:59:06.119: INFO @metrics_hook: train age_mae: 14.795 +-0.192 (13807) 2021-05-07 16:59:06.122: INFO @metrics_hook: train gender_accuracy: 0.678 +-0.008 (13807) 2021-05-07 16:59:09.035: INFO @decay_lr : LR updated to `0.00024796944` 2021-05-07 16:59:09.036: INFO @log_profile : T train: 32.360293 2021-05-07 16:59:09.036: INFO @log_profile : T read data: 0.511421 2021-05-07 16:59:09.036: INFO @log_profile : T hooks: 3.486564 2021-05-07 16:59:09.037: INFO @main_loop : Epoch 38 done 2021-05-07 16:59:09.037: INFO @main_loop : Training epoch 39 2021-05-07 16:59:42.386: INFO @log_variables: train loss nanmean: 2.889047 2021-05-07 16:59:42.386: INFO @log_variables: train age_loss mean: 15.202159 2021-05-07 16:59:42.386: INFO @log_variables: train gender_loss mean: 0.592773 2021-05-07 16:59:42.386: INFO @log_variables: train age_mae mean: 14.719817 2021-05-07 16:59:42.386: INFO @log_variables: train gender_accuracy mean: 0.678024 2021-05-07 16:59:42.386: INFO @log_variables: train gender_confidence/loss nanmean: 0.077457 2021-05-07 16:59:42.386: INFO @log_variables: train gender_confidence/accuracy mean: 0.643301 2021-05-07 16:59:42.386: INFO @log_variables: train age_confidence/loss mean: 0.042983 2021-05-07 16:59:42.386: INFO @log_variables: train age_confidence/accuracy mean: 0.791377 2021-05-07 16:59:42.386: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 16:59:42.388: INFO @metrics_hook: train age_mae: 14.720 +-0.191 (13824) 2021-05-07 16:59:42.389: INFO @metrics_hook: train gender_accuracy: 0.678 +-0.008 (13824) 2021-05-07 16:59:45.303: INFO @decay_lr : LR updated to `0.00024672959` 2021-05-07 16:59:45.305: INFO @log_profile : T train: 32.347068 2021-05-07 16:59:45.306: INFO @log_profile : T read data: 0.374729 2021-05-07 16:59:45.306: INFO @log_profile : T hooks: 3.483260 2021-05-07 16:59:45.306: INFO @main_loop : Epoch 39 done 2021-05-07 16:59:45.306: INFO @main_loop : Training epoch 40 2021-05-07 17:00:18.595: INFO @log_variables: train loss nanmean: 2.948267 2021-05-07 17:00:18.595: INFO @log_variables: train age_loss mean: 15.363450 2021-05-07 17:00:18.596: INFO @log_variables: train gender_loss mean: 0.596804 2021-05-07 17:00:18.596: INFO @log_variables: train age_mae mean: 14.842884 2021-05-07 17:00:18.596: INFO @log_variables: train gender_accuracy mean: 0.677734 2021-05-07 17:00:18.596: INFO @log_variables: train gender_confidence/loss nanmean: 0.077392 2021-05-07 17:00:18.596: INFO @log_variables: train gender_confidence/accuracy mean: 0.637876 2021-05-07 17:00:18.596: INFO @log_variables: train age_confidence/loss mean: 0.042298 2021-05-07 17:00:18.596: INFO @log_variables: train age_confidence/accuracy mean: 0.795501 2021-05-07 17:00:18.596: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 17:00:18.597: INFO @metrics_hook: train age_mae: 14.843 +-0.190 (13824) 2021-05-07 17:00:18.598: INFO @metrics_hook: train gender_accuracy: 0.678 +-0.008 (13824) 2021-05-07 17:00:21.565: INFO @decay_lr : LR updated to `0.00024549593` 2021-05-07 17:00:21.568: INFO @log_profile : T train: 32.274416 2021-05-07 17:00:21.568: INFO @log_profile : T read data: 0.376694 2021-05-07 17:00:21.568: INFO @log_profile : T hooks: 3.545554 2021-05-07 17:00:21.568: INFO @main_loop : Epoch 40 done 2021-05-07 17:00:21.569: INFO @main_loop : Training epoch 41 2021-05-07 17:00:54.801: INFO @log_variables: train loss nanmean: 2.886330 2021-05-07 17:00:54.801: INFO @log_variables: train age_loss mean: 15.034176 2021-05-07 17:00:54.802: INFO @log_variables: train gender_loss mean: 0.589421 2021-05-07 17:00:54.802: INFO @log_variables: train age_mae mean: 14.508260 2021-05-07 17:00:54.802: INFO @log_variables: train gender_accuracy mean: 0.686994 2021-05-07 17:00:54.802: INFO @log_variables: train gender_confidence/loss nanmean: 0.078132 2021-05-07 17:00:54.802: INFO @log_variables: train gender_confidence/accuracy mean: 0.643953 2021-05-07 17:00:54.802: INFO @log_variables: train age_confidence/loss mean: 0.043241 2021-05-07 17:00:54.802: INFO @log_variables: train age_confidence/accuracy mean: 0.789858 2021-05-07 17:00:54.802: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 17:00:54.804: INFO @metrics_hook: train age_mae: 14.508 +-0.187 (13824) 2021-05-07 17:00:54.806: INFO @metrics_hook: train gender_accuracy: 0.687 +-0.008 (13824) 2021-05-07 17:00:57.642: INFO @decay_lr : LR updated to `0.00024426845` 2021-05-07 17:00:57.646: INFO @log_profile : T train: 32.207044 2021-05-07 17:00:57.647: INFO @log_profile : T read data: 0.390635 2021-05-07 17:00:57.647: INFO @log_profile : T hooks: 3.403150 2021-05-07 17:00:57.647: INFO @main_loop : Epoch 41 done 2021-05-07 17:00:57.647: INFO @main_loop : Training epoch 42 2021-05-07 17:01:31.177: INFO @log_variables: train loss nanmean: 2.881929 2021-05-07 17:01:31.177: INFO @log_variables: train age_loss mean: 15.136540 2021-05-07 17:01:31.177: INFO @log_variables: train gender_loss mean: 0.582835 2021-05-07 17:01:31.177: INFO @log_variables: train age_mae mean: 14.631201 2021-05-07 17:01:31.177: INFO @log_variables: train gender_accuracy mean: 0.694575 2021-05-07 17:01:31.177: INFO @log_variables: train gender_confidence/loss nanmean: 0.078456 2021-05-07 17:01:31.177: INFO @log_variables: train gender_confidence/accuracy mean: 0.654523 2021-05-07 17:01:31.177: INFO @log_variables: train age_confidence/loss mean: 0.042908 2021-05-07 17:01:31.177: INFO @log_variables: train age_confidence/accuracy mean: 0.792714 2021-05-07 17:01:31.177: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 17:01:31.179: INFO @metrics_hook: train age_mae: 14.631 +-0.190 (13807) 2021-05-07 17:01:31.181: INFO @metrics_hook: train gender_accuracy: 0.695 +-0.008 (13807) 2021-05-07 17:01:34.902: INFO @decay_lr : LR updated to `0.0002430471` 2021-05-07 17:01:34.905: INFO @log_profile : T train: 32.403064 2021-05-07 17:01:34.905: INFO @log_profile : T read data: 0.501535 2021-05-07 17:01:34.905: INFO @log_profile : T hooks: 4.289415 2021-05-07 17:01:34.905: INFO @main_loop : Epoch 42 done 2021-05-07 17:01:34.905: INFO @main_loop : Training epoch 43 2021-05-07 17:02:08.040: INFO @log_variables: train loss nanmean: 2.887124 2021-05-07 17:02:08.041: INFO @log_variables: train age_loss mean: 15.122010 2021-05-07 17:02:08.041: INFO @log_variables: train gender_loss mean: 0.581192 2021-05-07 17:02:08.041: INFO @log_variables: train age_mae mean: 14.640483 2021-05-07 17:02:08.041: INFO @log_variables: train gender_accuracy mean: 0.693142 2021-05-07 17:02:08.041: INFO @log_variables: train gender_confidence/loss nanmean: 0.077880 2021-05-07 17:02:08.041: INFO @log_variables: train gender_confidence/accuracy mean: 0.646701 2021-05-07 17:02:08.041: INFO @log_variables: train age_confidence/loss mean: 0.043370 2021-05-07 17:02:08.041: INFO @log_variables: train age_confidence/accuracy mean: 0.787977 2021-05-07 17:02:08.041: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 17:02:08.043: INFO @metrics_hook: train age_mae: 14.640 +-0.189 (13824) 2021-05-07 17:02:08.044: INFO @metrics_hook: train gender_accuracy: 0.693 +-0.008 (13824) 2021-05-07 17:02:10.889: INFO @decay_lr : LR updated to `0.00024183188` 2021-05-07 17:02:10.891: INFO @log_profile : T train: 32.142344 2021-05-07 17:02:10.891: INFO @log_profile : T read data: 0.371590 2021-05-07 17:02:10.891: INFO @log_profile : T hooks: 3.408913 2021-05-07 17:02:10.891: INFO @main_loop : Epoch 43 done 2021-05-07 17:02:10.891: INFO @main_loop : Training epoch 44 2021-05-07 17:02:43.990: INFO @log_variables: train loss nanmean: 2.890857 2021-05-07 17:02:43.991: INFO @log_variables: train age_loss mean: 14.981602 2021-05-07 17:02:43.991: INFO @log_variables: train gender_loss mean: 0.570713 2021-05-07 17:02:43.991: INFO @log_variables: train age_mae mean: 14.508981 2021-05-07 17:02:43.991: INFO @log_variables: train gender_accuracy mean: 0.700304 2021-05-07 17:02:43.991: INFO @log_variables: train gender_confidence/loss nanmean: 0.077896 2021-05-07 17:02:43.991: INFO @log_variables: train gender_confidence/accuracy mean: 0.664424 2021-05-07 17:02:43.991: INFO @log_variables: train age_confidence/loss mean: 0.042847 2021-05-07 17:02:43.991: INFO @log_variables: train age_confidence/accuracy mean: 0.792028 2021-05-07 17:02:43.991: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 17:02:43.993: INFO @metrics_hook: train age_mae: 14.509 +-0.188 (13824) 2021-05-07 17:02:43.995: INFO @metrics_hook: train gender_accuracy: 0.700 +-0.008 (13824) 2021-05-07 17:02:46.831: INFO @decay_lr : LR updated to `0.00024062271` 2021-05-07 17:02:46.833: INFO @log_profile : T train: 32.092395 2021-05-07 17:02:46.833: INFO @log_profile : T read data: 0.373124 2021-05-07 17:02:46.833: INFO @log_profile : T hooks: 3.413740 2021-05-07 17:02:46.834: INFO @main_loop : Epoch 44 done 2021-05-07 17:02:46.834: INFO @main_loop : Training epoch 45 2021-05-07 17:03:20.370: INFO @log_variables: train loss nanmean: 2.852121 2021-05-07 17:03:20.371: INFO @log_variables: train age_loss mean: 15.169299 2021-05-07 17:03:20.371: INFO @log_variables: train gender_loss mean: 0.575849 2021-05-07 17:03:20.371: INFO @log_variables: train age_mae mean: 14.665185 2021-05-07 17:03:20.371: INFO @log_variables: train gender_accuracy mean: 0.700804 2021-05-07 17:03:20.371: INFO @log_variables: train gender_confidence/loss nanmean: 0.078420 2021-05-07 17:03:20.371: INFO @log_variables: train gender_confidence/accuracy mean: 0.655175 2021-05-07 17:03:20.371: INFO @log_variables: train age_confidence/loss mean: 0.042473 2021-05-07 17:03:20.371: INFO @log_variables: train age_confidence/accuracy mean: 0.792352 2021-05-07 17:03:20.371: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 17:03:20.373: INFO @metrics_hook: train age_mae: 14.665 +-0.188 (13807) 2021-05-07 17:03:20.375: INFO @metrics_hook: train gender_accuracy: 0.701 +-0.008 (13807) 2021-05-07 17:03:23.290: INFO @decay_lr : LR updated to `0.0002394196` 2021-05-07 17:03:23.291: INFO @log_profile : T train: 32.326036 2021-05-07 17:03:23.291: INFO @log_profile : T read data: 0.553024 2021-05-07 17:03:23.291: INFO @log_profile : T hooks: 3.513932 2021-05-07 17:03:23.292: INFO @main_loop : Epoch 45 done 2021-05-07 17:03:23.292: INFO @main_loop : Training epoch 46 2021-05-07 17:03:56.555: INFO @log_variables: train loss nanmean: 2.892459 2021-05-07 17:03:56.555: INFO @log_variables: train age_loss mean: 15.214263 2021-05-07 17:03:56.556: INFO @log_variables: train gender_loss mean: 0.574621 2021-05-07 17:03:56.556: INFO @log_variables: train age_mae mean: 14.695421 2021-05-07 17:03:56.556: INFO @log_variables: train gender_accuracy mean: 0.698568 2021-05-07 17:03:56.556: INFO @log_variables: train gender_confidence/loss nanmean: 0.078282 2021-05-07 17:03:56.556: INFO @log_variables: train gender_confidence/accuracy mean: 0.657190 2021-05-07 17:03:56.556: INFO @log_variables: train age_confidence/loss mean: 0.041849 2021-05-07 17:03:56.556: INFO @log_variables: train age_confidence/accuracy mean: 0.798394 2021-05-07 17:03:56.556: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 17:03:56.558: INFO @metrics_hook: train age_mae: 14.695 +-0.189 (13824) 2021-05-07 17:03:56.560: INFO @metrics_hook: train gender_accuracy: 0.699 +-0.008 (13824) 2021-05-07 17:03:59.528: INFO @decay_lr : LR updated to `0.0002382225` 2021-05-07 17:03:59.529: INFO @log_profile : T train: 32.252272 2021-05-07 17:03:59.530: INFO @log_profile : T read data: 0.384764 2021-05-07 17:03:59.530: INFO @log_profile : T hooks: 3.537288 2021-05-07 17:03:59.530: INFO @main_loop : Epoch 46 done 2021-05-07 17:03:59.530: INFO @main_loop : Training epoch 47 2021-05-07 17:04:32.619: INFO @log_variables: train loss nanmean: 2.818149 2021-05-07 17:04:32.620: INFO @log_variables: train age_loss mean: 14.881250 2021-05-07 17:04:32.620: INFO @log_variables: train gender_loss mean: 0.571041 2021-05-07 17:04:32.620: INFO @log_variables: train age_mae mean: 14.395727 2021-05-07 17:04:32.620: INFO @log_variables: train gender_accuracy mean: 0.700666 2021-05-07 17:04:32.620: INFO @log_variables: train gender_confidence/loss nanmean: 0.078158 2021-05-07 17:04:32.620: INFO @log_variables: train gender_confidence/accuracy mean: 0.659939 2021-05-07 17:04:32.620: INFO @log_variables: train age_confidence/loss mean: 0.043076 2021-05-07 17:04:32.620: INFO @log_variables: train age_confidence/accuracy mean: 0.789062 2021-05-07 17:04:32.620: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 17:04:32.622: INFO @metrics_hook: train age_mae: 14.396 +-0.187 (13824) 2021-05-07 17:04:32.624: INFO @metrics_hook: train gender_accuracy: 0.701 +-0.008 (13824) 2021-05-07 17:04:35.581: INFO @decay_lr : LR updated to `0.00023703139` 2021-05-07 17:04:35.583: INFO @log_profile : T train: 32.041560 2021-05-07 17:04:35.583: INFO @log_profile : T read data: 0.407883 2021-05-07 17:04:35.583: INFO @log_profile : T hooks: 3.537480 2021-05-07 17:04:35.583: INFO @main_loop : Epoch 47 done 2021-05-07 17:04:35.583: INFO @main_loop : Training epoch 48 2021-05-07 17:05:07.934: INFO @log_variables: train loss nanmean: 2.785887 2021-05-07 17:05:07.935: INFO @log_variables: train age_loss mean: 14.670233 2021-05-07 17:05:07.937: INFO @log_variables: train gender_loss mean: 0.566775 2021-05-07 17:05:07.938: INFO @log_variables: train age_mae mean: 14.221665 2021-05-07 17:05:07.939: INFO @log_variables: train gender_accuracy mean: 0.707033 2021-05-07 17:05:07.940: INFO @log_variables: train gender_confidence/loss nanmean: 0.078465 2021-05-07 17:05:07.940: INFO @log_variables: train gender_confidence/accuracy mean: 0.661259 2021-05-07 17:05:07.940: INFO @log_variables: train age_confidence/loss mean: 0.043046 2021-05-07 17:05:07.940: INFO @log_variables: train age_confidence/accuracy mean: 0.787137 2021-05-07 17:05:07.940: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 17:05:07.942: INFO @metrics_hook: train age_mae: 14.222 +-0.185 (13807) 2021-05-07 17:05:07.943: INFO @metrics_hook: train gender_accuracy: 0.707 +-0.008 (13807) 2021-05-07 17:05:10.867: INFO @decay_lr : LR updated to `0.00023584624` 2021-05-07 17:05:10.871: INFO @log_profile : T train: 31.184781 2021-05-07 17:05:10.871: INFO @log_profile : T read data: 0.537387 2021-05-07 17:05:10.871: INFO @log_profile : T hooks: 3.501949 2021-05-07 17:05:10.871: INFO @main_loop : Epoch 48 done 2021-05-07 17:05:10.871: INFO @main_loop : Training epoch 49 2021-05-07 17:05:44.203: INFO @log_variables: train loss nanmean: 2.794351 2021-05-07 17:05:44.203: INFO @log_variables: train age_loss mean: 14.733765 2021-05-07 17:05:44.203: INFO @log_variables: train gender_loss mean: 0.559668 2021-05-07 17:05:44.203: INFO @log_variables: train age_mae mean: 14.291816 2021-05-07 17:05:44.203: INFO @log_variables: train gender_accuracy mean: 0.712457 2021-05-07 17:05:44.203: INFO @log_variables: train gender_confidence/loss nanmean: 0.078057 2021-05-07 17:05:44.203: INFO @log_variables: train gender_confidence/accuracy mean: 0.668041 2021-05-07 17:05:44.203: INFO @log_variables: train age_confidence/loss mean: 0.042703 2021-05-07 17:05:44.204: INFO @log_variables: train age_confidence/accuracy mean: 0.791811 2021-05-07 17:05:44.204: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 17:05:44.205: INFO @metrics_hook: train age_mae: 14.292 +-0.186 (13824) 2021-05-07 17:05:44.207: INFO @metrics_hook: train gender_accuracy: 0.712 +-0.008 (13824) 2021-05-07 17:05:47.176: INFO @decay_lr : LR updated to `0.00023466701` 2021-05-07 17:05:47.178: INFO @log_profile : T train: 32.298520 2021-05-07 17:05:47.178: INFO @log_profile : T read data: 0.383867 2021-05-07 17:05:47.178: INFO @log_profile : T hooks: 3.560033 2021-05-07 17:05:47.178: INFO @main_loop : Epoch 49 done 2021-05-07 17:05:47.178: INFO @main_loop : Training epoch 50 2021-05-07 17:06:19.300: INFO @log_variables: train loss nanmean: 2.780996 2021-05-07 17:06:19.301: INFO @log_variables: train age_loss mean: 14.742444 2021-05-07 17:06:19.301: INFO @log_variables: train gender_loss mean: 0.560027 2021-05-07 17:06:19.301: INFO @log_variables: train age_mae mean: 14.296604 2021-05-07 17:06:19.301: INFO @log_variables: train gender_accuracy mean: 0.710503 2021-05-07 17:06:19.301: INFO @log_variables: train gender_confidence/loss nanmean: 0.077912 2021-05-07 17:06:19.301: INFO @log_variables: train gender_confidence/accuracy mean: 0.660373 2021-05-07 17:06:19.301: INFO @log_variables: train age_confidence/loss mean: 0.043773 2021-05-07 17:06:19.301: INFO @log_variables: train age_confidence/accuracy mean: 0.780527 2021-05-07 17:06:19.301: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 17:06:19.304: INFO @metrics_hook: train age_mae: 14.297 +-0.187 (13824) 2021-05-07 17:06:19.306: INFO @metrics_hook: train gender_accuracy: 0.711 +-0.008 (13824) 2021-05-07 17:06:22.333: INFO @decay_lr : LR updated to `0.00023349367` 2021-05-07 17:06:22.335: INFO @log_profile : T train: 31.110613 2021-05-07 17:06:22.335: INFO @log_profile : T read data: 0.380819 2021-05-07 17:06:22.335: INFO @log_profile : T hooks: 3.602486 2021-05-07 17:06:22.335: INFO @main_loop : Epoch 50 done 2021-05-07 17:06:22.335: INFO @main_loop : Training epoch 51 2021-05-07 17:06:55.853: INFO @log_variables: train loss nanmean: 2.803148 2021-05-07 17:06:55.854: INFO @log_variables: train age_loss mean: 14.737968 2021-05-07 17:06:55.854: INFO @log_variables: train gender_loss mean: 0.551137 2021-05-07 17:06:55.854: INFO @log_variables: train age_mae mean: 14.308460 2021-05-07 17:06:55.854: INFO @log_variables: train gender_accuracy mean: 0.717520 2021-05-07 17:06:55.854: INFO @log_variables: train gender_confidence/loss nanmean: 0.077875 2021-05-07 17:06:55.854: INFO @log_variables: train gender_confidence/accuracy mean: 0.670718 2021-05-07 17:06:55.854: INFO @log_variables: train age_confidence/loss mean: 0.043878 2021-05-07 17:06:55.854: INFO @log_variables: train age_confidence/accuracy mean: 0.782986 2021-05-07 17:06:55.854: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 17:06:55.855: INFO @metrics_hook: train age_mae: 14.308 +-0.187 (13824) 2021-05-07 17:06:55.857: INFO @metrics_hook: train gender_accuracy: 0.718 +-0.008 (13824) 2021-05-07 17:06:58.940: INFO @decay_lr : LR updated to `0.0002323262` 2021-05-07 17:06:58.942: INFO @log_profile : T train: 32.462703 2021-05-07 17:06:58.943: INFO @log_profile : T read data: 0.391910 2021-05-07 17:06:58.943: INFO @log_profile : T hooks: 3.686717 2021-05-07 17:06:58.943: INFO @main_loop : Epoch 51 done 2021-05-07 17:06:58.943: INFO @main_loop : Training epoch 52 2021-05-07 17:07:32.508: INFO @log_variables: train loss nanmean: 2.727522 2021-05-07 17:07:32.510: INFO @log_variables: train age_loss mean: 14.343587 2021-05-07 17:07:32.510: INFO @log_variables: train gender_loss mean: 0.559581 2021-05-07 17:07:32.510: INFO @log_variables: train age_mae mean: 13.939638 2021-05-07 17:07:32.511: INFO @log_variables: train gender_accuracy mean: 0.704932 2021-05-07 17:07:32.511: INFO @log_variables: train gender_confidence/loss nanmean: 0.076937 2021-05-07 17:07:32.511: INFO @log_variables: train gender_confidence/accuracy mean: 0.665025 2021-05-07 17:07:32.511: INFO @log_variables: train age_confidence/loss mean: 0.044320 2021-05-07 17:07:32.511: INFO @log_variables: train age_confidence/accuracy mean: 0.780619 2021-05-07 17:07:32.511: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 17:07:32.512: INFO @metrics_hook: train age_mae: 13.940 +-0.185 (13807) 2021-05-07 17:07:32.514: INFO @metrics_hook: train gender_accuracy: 0.705 +-0.008 (13807) 2021-05-07 17:07:35.482: INFO @decay_lr : LR updated to `0.00023116457` 2021-05-07 17:07:35.484: INFO @log_profile : T train: 32.344005 2021-05-07 17:07:35.484: INFO @log_profile : T read data: 0.551262 2021-05-07 17:07:35.484: INFO @log_profile : T hooks: 3.580688 2021-05-07 17:07:35.484: INFO @main_loop : Epoch 52 done 2021-05-07 17:07:35.484: INFO @main_loop : Training epoch 53 2021-05-07 17:08:08.726: INFO @log_variables: train loss nanmean: 2.726712 2021-05-07 17:08:08.728: INFO @log_variables: train age_loss mean: 14.238573 2021-05-07 17:08:08.729: INFO @log_variables: train gender_loss mean: 0.552909 2021-05-07 17:08:08.729: INFO @log_variables: train age_mae mean: 13.841924 2021-05-07 17:08:08.730: INFO @log_variables: train gender_accuracy mean: 0.714337 2021-05-07 17:08:08.730: INFO @log_variables: train gender_confidence/loss nanmean: 0.077567 2021-05-07 17:08:08.730: INFO @log_variables: train gender_confidence/accuracy mean: 0.661169 2021-05-07 17:08:08.730: INFO @log_variables: train age_confidence/loss mean: 0.044428 2021-05-07 17:08:08.730: INFO @log_variables: train age_confidence/accuracy mean: 0.777271 2021-05-07 17:08:08.730: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 17:08:08.732: INFO @metrics_hook: train age_mae: 13.842 +-0.183 (13824) 2021-05-07 17:08:08.734: INFO @metrics_hook: train gender_accuracy: 0.714 +-0.008 (13824) 2021-05-07 17:08:11.632: INFO @decay_lr : LR updated to `0.00023000874` 2021-05-07 17:08:11.635: INFO @log_profile : T train: 32.195368 2021-05-07 17:08:11.635: INFO @log_profile : T read data: 0.390645 2021-05-07 17:08:11.635: INFO @log_profile : T hooks: 3.501388 2021-05-07 17:08:11.635: INFO @main_loop : Epoch 53 done 2021-05-07 17:08:11.635: INFO @main_loop : Training epoch 54 2021-05-07 17:08:43.853: INFO @log_variables: train loss nanmean: 2.734965 2021-05-07 17:08:43.853: INFO @log_variables: train age_loss mean: 14.249950 2021-05-07 17:08:43.853: INFO @log_variables: train gender_loss mean: 0.546858 2021-05-07 17:08:43.854: INFO @log_variables: train age_mae mean: 13.883673 2021-05-07 17:08:43.854: INFO @log_variables: train gender_accuracy mean: 0.715929 2021-05-07 17:08:43.854: INFO @log_variables: train gender_confidence/loss nanmean: 0.077126 2021-05-07 17:08:43.854: INFO @log_variables: train gender_confidence/accuracy mean: 0.671803 2021-05-07 17:08:43.854: INFO @log_variables: train age_confidence/loss mean: 0.044495 2021-05-07 17:08:43.854: INFO @log_variables: train age_confidence/accuracy mean: 0.774740 2021-05-07 17:08:43.854: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 17:08:43.857: INFO @metrics_hook: train age_mae: 13.884 +-0.185 (13824) 2021-05-07 17:08:43.859: INFO @metrics_hook: train gender_accuracy: 0.716 +-0.008 (13824) 2021-05-07 17:08:46.884: INFO @decay_lr : LR updated to `0.0002288587` 2021-05-07 17:08:46.886: INFO @log_profile : T train: 31.205764 2021-05-07 17:08:46.886: INFO @log_profile : T read data: 0.385628 2021-05-07 17:08:46.886: INFO @log_profile : T hooks: 3.594459 2021-05-07 17:08:46.886: INFO @main_loop : Epoch 54 done 2021-05-07 17:08:46.886: INFO @main_loop : Training epoch 55 2021-05-07 17:09:20.233: INFO @log_variables: train loss nanmean: 2.720507 2021-05-07 17:09:20.234: INFO @log_variables: train age_loss mean: 14.459382 2021-05-07 17:09:20.234: INFO @log_variables: train gender_loss mean: 0.543861 2021-05-07 17:09:20.234: INFO @log_variables: train age_mae mean: 14.062744 2021-05-07 17:09:20.234: INFO @log_variables: train gender_accuracy mean: 0.721228 2021-05-07 17:09:20.234: INFO @log_variables: train gender_confidence/loss nanmean: 0.077431 2021-05-07 17:09:20.234: INFO @log_variables: train gender_confidence/accuracy mean: 0.666691 2021-05-07 17:09:20.234: INFO @log_variables: train age_confidence/loss mean: 0.044015 2021-05-07 17:09:20.234: INFO @log_variables: train age_confidence/accuracy mean: 0.780981 2021-05-07 17:09:20.234: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 17:09:20.236: INFO @metrics_hook: train age_mae: 14.063 +-0.187 (13807) 2021-05-07 17:09:20.239: INFO @metrics_hook: train gender_accuracy: 0.721 +-0.008 (13807) 2021-05-07 17:09:24.166: INFO @decay_lr : LR updated to `0.00022771441` 2021-05-07 17:09:24.168: INFO @log_profile : T train: 32.201367 2021-05-07 17:09:24.168: INFO @log_profile : T read data: 0.504799 2021-05-07 17:09:24.168: INFO @log_profile : T hooks: 4.511247 2021-05-07 17:09:24.169: INFO @main_loop : Epoch 55 done 2021-05-07 17:09:24.169: INFO @main_loop : Training epoch 56 2021-05-07 17:09:56.197: INFO @log_variables: train loss nanmean: 2.675114 2021-05-07 17:09:56.197: INFO @log_variables: train age_loss mean: 14.412799 2021-05-07 17:09:56.197: INFO @log_variables: train gender_loss mean: 0.550572 2021-05-07 17:09:56.197: INFO @log_variables: train age_mae mean: 14.024970 2021-05-07 17:09:56.197: INFO @log_variables: train gender_accuracy mean: 0.713325 2021-05-07 17:09:56.197: INFO @log_variables: train gender_confidence/loss nanmean: 0.076858 2021-05-07 17:09:56.197: INFO @log_variables: train gender_confidence/accuracy mean: 0.660373 2021-05-07 17:09:56.197: INFO @log_variables: train age_confidence/loss mean: 0.044063 2021-05-07 17:09:56.198: INFO @log_variables: train age_confidence/accuracy mean: 0.777344 2021-05-07 17:09:56.198: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 17:09:56.200: INFO @metrics_hook: train age_mae: 14.025 +-0.185 (13824) 2021-05-07 17:09:56.202: INFO @metrics_hook: train gender_accuracy: 0.713 +-0.008 (13824) 2021-05-07 17:09:58.675: INFO @decay_lr : LR updated to `0.00022657584` 2021-05-07 17:09:58.676: INFO @log_profile : T train: 31.004331 2021-05-07 17:09:58.676: INFO @log_profile : T read data: 0.380874 2021-05-07 17:09:58.676: INFO @log_profile : T hooks: 3.056570 2021-05-07 17:09:58.676: INFO @main_loop : Epoch 56 done 2021-05-07 17:09:58.676: INFO @main_loop : Training epoch 57 2021-05-07 17:10:31.828: INFO @log_variables: train loss nanmean: 2.687006 2021-05-07 17:10:31.830: INFO @log_variables: train age_loss mean: 14.321594 2021-05-07 17:10:31.831: INFO @log_variables: train gender_loss mean: 0.544174 2021-05-07 17:10:31.831: INFO @log_variables: train age_mae mean: 13.918585 2021-05-07 17:10:31.831: INFO @log_variables: train gender_accuracy mean: 0.719835 2021-05-07 17:10:31.831: INFO @log_variables: train gender_confidence/loss nanmean: 0.077129 2021-05-07 17:10:31.831: INFO @log_variables: train gender_confidence/accuracy mean: 0.665075 2021-05-07 17:10:31.831: INFO @log_variables: train age_confidence/loss mean: 0.043697 2021-05-07 17:10:31.831: INFO @log_variables: train age_confidence/accuracy mean: 0.781395 2021-05-07 17:10:31.831: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 17:10:31.833: INFO @metrics_hook: train age_mae: 13.919 +-0.184 (13824) 2021-05-07 17:10:31.835: INFO @metrics_hook: train gender_accuracy: 0.720 +-0.008 (13824) 2021-05-07 17:10:34.844: INFO @decay_lr : LR updated to `0.00022544296` 2021-05-07 17:10:34.846: INFO @log_profile : T train: 32.089358 2021-05-07 17:10:34.846: INFO @log_profile : T read data: 0.387518 2021-05-07 17:10:34.846: INFO @log_profile : T hooks: 3.623428 2021-05-07 17:10:34.846: INFO @main_loop : Epoch 57 done 2021-05-07 17:10:34.846: INFO @main_loop : Training epoch 58 2021-05-07 17:11:07.181: INFO @log_variables: train loss nanmean: 2.752131 2021-05-07 17:11:07.183: INFO @log_variables: train age_loss mean: 14.303399 2021-05-07 17:11:07.184: INFO @log_variables: train gender_loss mean: 0.551860 2021-05-07 17:11:07.185: INFO @log_variables: train age_mae mean: 13.916459 2021-05-07 17:11:07.185: INFO @log_variables: train gender_accuracy mean: 0.714844 2021-05-07 17:11:07.185: INFO @log_variables: train gender_confidence/loss nanmean: 0.077165 2021-05-07 17:11:07.186: INFO @log_variables: train gender_confidence/accuracy mean: 0.664786 2021-05-07 17:11:07.186: INFO @log_variables: train age_confidence/loss mean: 0.043623 2021-05-07 17:11:07.186: INFO @log_variables: train age_confidence/accuracy mean: 0.783999 2021-05-07 17:11:07.186: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 17:11:07.190: INFO @metrics_hook: train age_mae: 13.916 +-0.185 (13824) 2021-05-07 17:11:07.191: INFO @metrics_hook: train gender_accuracy: 0.715 +-0.008 (13824) 2021-05-07 17:11:10.177: INFO @decay_lr : LR updated to `0.00022431574` 2021-05-07 17:11:10.179: INFO @log_profile : T train: 31.258492 2021-05-07 17:11:10.179: INFO @log_profile : T read data: 0.424078 2021-05-07 17:11:10.179: INFO @log_profile : T hooks: 3.584901 2021-05-07 17:11:10.179: INFO @main_loop : Epoch 58 done 2021-05-07 17:11:10.179: INFO @main_loop : Training epoch 59 2021-05-07 17:11:43.347: INFO @log_variables: train loss nanmean: 2.730199 2021-05-07 17:11:43.347: INFO @log_variables: train age_loss mean: 14.262438 2021-05-07 17:11:43.347: INFO @log_variables: train gender_loss mean: 0.541638 2021-05-07 17:11:43.347: INFO @log_variables: train age_mae mean: 13.883400 2021-05-07 17:11:43.347: INFO @log_variables: train gender_accuracy mean: 0.724975 2021-05-07 17:11:43.347: INFO @log_variables: train gender_confidence/loss nanmean: 0.077533 2021-05-07 17:11:43.347: INFO @log_variables: train gender_confidence/accuracy mean: 0.667898 2021-05-07 17:11:43.347: INFO @log_variables: train age_confidence/loss mean: 0.045281 2021-05-07 17:11:43.347: INFO @log_variables: train age_confidence/accuracy mean: 0.768362 2021-05-07 17:11:43.348: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 17:11:43.349: INFO @metrics_hook: train age_mae: 13.883 +-0.185 (13806) 2021-05-07 17:11:43.351: INFO @metrics_hook: train gender_accuracy: 0.725 +-0.008 (13806) 2021-05-07 17:11:46.307: INFO @decay_lr : LR updated to `0.00022319416` 2021-05-07 17:11:46.309: INFO @log_profile : T train: 31.965794 2021-05-07 17:11:46.309: INFO @log_profile : T read data: 0.575035 2021-05-07 17:11:46.309: INFO @log_profile : T hooks: 3.524785 2021-05-07 17:11:46.310: INFO @main_loop : Epoch 59 done 2021-05-07 17:11:46.310: INFO @main_loop : Training epoch 60 2021-05-07 17:12:18.775: INFO @log_variables: train loss nanmean: 2.655255 2021-05-07 17:12:18.777: INFO @log_variables: train age_loss mean: 13.972742 2021-05-07 17:12:18.777: INFO @log_variables: train gender_loss mean: 0.540169 2021-05-07 17:12:18.777: INFO @log_variables: train age_mae mean: 13.619359 2021-05-07 17:12:18.777: INFO @log_variables: train gender_accuracy mean: 0.723235 2021-05-07 17:12:18.777: INFO @log_variables: train gender_confidence/loss nanmean: 0.077225 2021-05-07 17:12:18.777: INFO @log_variables: train gender_confidence/accuracy mean: 0.677807 2021-05-07 17:12:18.777: INFO @log_variables: train age_confidence/loss mean: 0.045406 2021-05-07 17:12:18.777: INFO @log_variables: train age_confidence/accuracy mean: 0.769459 2021-05-07 17:12:18.777: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 17:12:18.779: INFO @metrics_hook: train age_mae: 13.619 +-0.184 (13824) 2021-05-07 17:12:18.782: INFO @metrics_hook: train gender_accuracy: 0.723 +-0.008 (13824) 2021-05-07 17:12:21.738: INFO @decay_lr : LR updated to `0.00022207819` 2021-05-07 17:12:21.740: INFO @log_profile : T train: 31.441052 2021-05-07 17:12:21.740: INFO @log_profile : T read data: 0.392228 2021-05-07 17:12:21.740: INFO @log_profile : T hooks: 3.529722 2021-05-07 17:12:21.740: INFO @main_loop : Epoch 60 done 2021-05-07 17:12:21.740: INFO @main_loop : Training epoch 61 2021-05-07 17:12:55.276: INFO @log_variables: train loss nanmean: 2.709036 2021-05-07 17:12:55.276: INFO @log_variables: train age_loss mean: 14.137295 2021-05-07 17:12:55.276: INFO @log_variables: train gender_loss mean: 0.533478 2021-05-07 17:12:55.276: INFO @log_variables: train age_mae mean: 13.769011 2021-05-07 17:12:55.276: INFO @log_variables: train gender_accuracy mean: 0.729745 2021-05-07 17:12:55.276: INFO @log_variables: train gender_confidence/loss nanmean: 0.077543 2021-05-07 17:12:55.276: INFO @log_variables: train gender_confidence/accuracy mean: 0.679398 2021-05-07 17:12:55.276: INFO @log_variables: train age_confidence/loss mean: 0.044567 2021-05-07 17:12:55.277: INFO @log_variables: train age_confidence/accuracy mean: 0.774450 2021-05-07 17:12:55.277: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 17:12:55.279: INFO @metrics_hook: train age_mae: 13.769 +-0.182 (13824) 2021-05-07 17:12:55.280: INFO @metrics_hook: train gender_accuracy: 0.730 +-0.008 (13824) 2021-05-07 17:12:58.092: INFO @decay_lr : LR updated to `0.0002209678` 2021-05-07 17:12:58.094: INFO @log_profile : T train: 32.513468 2021-05-07 17:12:58.094: INFO @log_profile : T read data: 0.378353 2021-05-07 17:12:58.094: INFO @log_profile : T hooks: 3.399226 2021-05-07 17:12:58.094: INFO @main_loop : Epoch 61 done 2021-05-07 17:12:58.095: INFO @main_loop : Training epoch 62 2021-05-07 17:13:31.362: INFO @log_variables: train loss nanmean: 2.659191 2021-05-07 17:13:31.362: INFO @log_variables: train age_loss mean: 14.007011 2021-05-07 17:13:31.362: INFO @log_variables: train gender_loss mean: 0.530186 2021-05-07 17:13:31.363: INFO @log_variables: train age_mae mean: 13.643639 2021-05-07 17:13:31.363: INFO @log_variables: train gender_accuracy mean: 0.731296 2021-05-07 17:13:31.363: INFO @log_variables: train gender_confidence/loss nanmean: 0.077211 2021-05-07 17:13:31.363: INFO @log_variables: train gender_confidence/accuracy mean: 0.682118 2021-05-07 17:13:31.363: INFO @log_variables: train age_confidence/loss mean: 0.045251 2021-05-07 17:13:31.363: INFO @log_variables: train age_confidence/accuracy mean: 0.767509 2021-05-07 17:13:31.363: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 17:13:31.366: INFO @metrics_hook: train age_mae: 13.644 +-0.184 (13807) 2021-05-07 17:13:31.370: INFO @metrics_hook: train gender_accuracy: 0.731 +-0.008 (13807) 2021-05-07 17:13:34.188: INFO @decay_lr : LR updated to `0.00021986297` 2021-05-07 17:13:34.190: INFO @log_profile : T train: 32.114782 2021-05-07 17:13:34.190: INFO @log_profile : T read data: 0.523483 2021-05-07 17:13:34.190: INFO @log_profile : T hooks: 3.395037 2021-05-07 17:13:34.190: INFO @main_loop : Epoch 62 done 2021-05-07 17:13:34.190: INFO @main_loop : Training epoch 63 2021-05-07 17:14:05.864: INFO @log_variables: train loss nanmean: 2.619783 2021-05-07 17:14:05.865: INFO @log_variables: train age_loss mean: 13.927569 2021-05-07 17:14:05.865: INFO @log_variables: train gender_loss mean: 0.526552 2021-05-07 17:14:05.865: INFO @log_variables: train age_mae mean: 13.593284 2021-05-07 17:14:05.866: INFO @log_variables: train gender_accuracy mean: 0.733652 2021-05-07 17:14:05.866: INFO @log_variables: train gender_confidence/loss nanmean: 0.077229 2021-05-07 17:14:05.866: INFO @log_variables: train gender_confidence/accuracy mean: 0.684100 2021-05-07 17:14:05.866: INFO @log_variables: train age_confidence/loss mean: 0.045223 2021-05-07 17:14:05.866: INFO @log_variables: train age_confidence/accuracy mean: 0.770327 2021-05-07 17:14:05.866: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 17:14:05.868: INFO @metrics_hook: train age_mae: 13.593 +-0.182 (13824) 2021-05-07 17:14:05.870: INFO @metrics_hook: train gender_accuracy: 0.734 +-0.008 (13824) 2021-05-07 17:14:08.773: INFO @decay_lr : LR updated to `0.00021876366` 2021-05-07 17:14:08.776: INFO @log_profile : T train: 30.672529 2021-05-07 17:14:08.776: INFO @log_profile : T read data: 0.370266 2021-05-07 17:14:08.776: INFO @log_profile : T hooks: 3.479395 2021-05-07 17:14:08.776: INFO @main_loop : Epoch 63 done 2021-05-07 17:14:08.776: INFO @main_loop : Training epoch 64 2021-05-07 17:14:42.201: INFO @log_variables: train loss nanmean: 2.683507 2021-05-07 17:14:42.201: INFO @log_variables: train age_loss mean: 14.114497 2021-05-07 17:14:42.201: INFO @log_variables: train gender_loss mean: 0.531495 2021-05-07 17:14:42.201: INFO @log_variables: train age_mae mean: 13.738097 2021-05-07 17:14:42.201: INFO @log_variables: train gender_accuracy mean: 0.732060 2021-05-07 17:14:42.201: INFO @log_variables: train gender_confidence/loss nanmean: 0.077339 2021-05-07 17:14:42.201: INFO @log_variables: train gender_confidence/accuracy mean: 0.670211 2021-05-07 17:14:42.201: INFO @log_variables: train age_confidence/loss mean: 0.044647 2021-05-07 17:14:42.201: INFO @log_variables: train age_confidence/accuracy mean: 0.774812 2021-05-07 17:14:42.202: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 17:14:42.203: INFO @metrics_hook: train age_mae: 13.738 +-0.184 (13824) 2021-05-07 17:14:42.206: INFO @metrics_hook: train gender_accuracy: 0.732 +-0.008 (13824) 2021-05-07 17:14:45.132: INFO @decay_lr : LR updated to `0.00021766983` 2021-05-07 17:14:45.134: INFO @log_profile : T train: 32.374879 2021-05-07 17:14:45.134: INFO @log_profile : T read data: 0.389400 2021-05-07 17:14:45.134: INFO @log_profile : T hooks: 3.525241 2021-05-07 17:14:45.134: INFO @main_loop : Epoch 64 done 2021-05-07 17:14:45.134: INFO @main_loop : Training epoch 65 2021-05-07 17:15:17.679: INFO @log_variables: train loss nanmean: 2.669829 2021-05-07 17:15:17.679: INFO @log_variables: train age_loss mean: 14.083559 2021-05-07 17:15:17.679: INFO @log_variables: train gender_loss mean: 0.526442 2021-05-07 17:15:17.679: INFO @log_variables: train age_mae mean: 13.719380 2021-05-07 17:15:17.680: INFO @log_variables: train gender_accuracy mean: 0.738354 2021-05-07 17:15:17.680: INFO @log_variables: train gender_confidence/loss nanmean: 0.077534 2021-05-07 17:15:17.680: INFO @log_variables: train gender_confidence/accuracy mean: 0.674913 2021-05-07 17:15:17.680: INFO @log_variables: train age_confidence/loss mean: 0.044544 2021-05-07 17:15:17.680: INFO @log_variables: train age_confidence/accuracy mean: 0.776982 2021-05-07 17:15:17.680: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 17:15:17.682: INFO @metrics_hook: train age_mae: 13.719 +-0.185 (13824) 2021-05-07 17:15:17.684: INFO @metrics_hook: train gender_accuracy: 0.738 +-0.007 (13824) 2021-05-07 17:15:20.650: INFO @decay_lr : LR updated to `0.00021658148` 2021-05-07 17:15:20.652: INFO @log_profile : T train: 31.529172 2021-05-07 17:15:20.652: INFO @log_profile : T read data: 0.383696 2021-05-07 17:15:20.653: INFO @log_profile : T hooks: 3.540769 2021-05-07 17:15:20.653: INFO @main_loop : Epoch 65 done 2021-05-07 17:15:20.653: INFO @main_loop : Training epoch 66 2021-05-07 17:15:53.827: INFO @log_variables: train loss nanmean: 2.570995 2021-05-07 17:15:53.827: INFO @log_variables: train age_loss mean: 13.765826 2021-05-07 17:15:53.827: INFO @log_variables: train gender_loss mean: 0.518069 2021-05-07 17:15:53.827: INFO @log_variables: train age_mae mean: 13.435083 2021-05-07 17:15:53.827: INFO @log_variables: train gender_accuracy mean: 0.744097 2021-05-07 17:15:53.827: INFO @log_variables: train gender_confidence/loss nanmean: 0.077970 2021-05-07 17:15:53.827: INFO @log_variables: train gender_confidence/accuracy mean: 0.687889 2021-05-07 17:15:53.827: INFO @log_variables: train age_confidence/loss mean: 0.046543 2021-05-07 17:15:53.827: INFO @log_variables: train age_confidence/accuracy mean: 0.756990 2021-05-07 17:15:53.827: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 17:15:53.829: INFO @metrics_hook: train age_mae: 13.435 +-0.182 (13806) 2021-05-07 17:15:53.830: INFO @metrics_hook: train gender_accuracy: 0.744 +-0.007 (13806) 2021-05-07 17:15:56.608: INFO @decay_lr : LR updated to `0.00021549857` 2021-05-07 17:15:56.610: INFO @log_profile : T train: 32.016813 2021-05-07 17:15:56.610: INFO @log_profile : T read data: 0.539317 2021-05-07 17:15:56.610: INFO @log_profile : T hooks: 3.336765 2021-05-07 17:15:56.610: INFO @main_loop : Epoch 66 done 2021-05-07 17:15:56.610: INFO @main_loop : Training epoch 67 2021-05-07 17:16:30.132: INFO @log_variables: train loss nanmean: 2.650781 2021-05-07 17:16:30.132: INFO @log_variables: train age_loss mean: 13.771276 2021-05-07 17:16:30.132: INFO @log_variables: train gender_loss mean: 0.532314 2021-05-07 17:16:30.132: INFO @log_variables: train age_mae mean: 13.440257 2021-05-07 17:16:30.132: INFO @log_variables: train gender_accuracy mean: 0.730830 2021-05-07 17:16:30.132: INFO @log_variables: train gender_confidence/loss nanmean: 0.077291 2021-05-07 17:16:30.132: INFO @log_variables: train gender_confidence/accuracy mean: 0.670501 2021-05-07 17:16:30.132: INFO @log_variables: train age_confidence/loss mean: 0.045243 2021-05-07 17:16:30.132: INFO @log_variables: train age_confidence/accuracy mean: 0.771412 2021-05-07 17:16:30.132: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 17:16:30.135: INFO @metrics_hook: train age_mae: 13.440 +-0.181 (13824) 2021-05-07 17:16:30.137: INFO @metrics_hook: train gender_accuracy: 0.731 +-0.008 (13824) 2021-05-07 17:16:33.078: INFO @decay_lr : LR updated to `0.00021442107` 2021-05-07 17:16:33.081: INFO @log_profile : T train: 32.500440 2021-05-07 17:16:33.081: INFO @log_profile : T read data: 0.378813 2021-05-07 17:16:33.081: INFO @log_profile : T hooks: 3.525953 2021-05-07 17:16:33.081: INFO @main_loop : Epoch 67 done 2021-05-07 17:16:33.081: INFO @main_loop : Training epoch 68 2021-05-07 17:17:06.547: INFO @log_variables: train loss nanmean: 2.623429 2021-05-07 17:17:06.547: INFO @log_variables: train age_loss mean: 13.763465 2021-05-07 17:17:06.548: INFO @log_variables: train gender_loss mean: 0.519639 2021-05-07 17:17:06.548: INFO @log_variables: train age_mae mean: 13.425374 2021-05-07 17:17:06.548: INFO @log_variables: train gender_accuracy mean: 0.739294 2021-05-07 17:17:06.548: INFO @log_variables: train gender_confidence/loss nanmean: 0.076823 2021-05-07 17:17:06.548: INFO @log_variables: train gender_confidence/accuracy mean: 0.689743 2021-05-07 17:17:06.548: INFO @log_variables: train age_confidence/loss mean: 0.045237 2021-05-07 17:17:06.548: INFO @log_variables: train age_confidence/accuracy mean: 0.769242 2021-05-07 17:17:06.548: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 17:17:06.550: INFO @metrics_hook: train age_mae: 13.425 +-0.183 (13824) 2021-05-07 17:17:06.551: INFO @metrics_hook: train gender_accuracy: 0.739 +-0.007 (13824) 2021-05-07 17:17:09.522: INFO @decay_lr : LR updated to `0.00021334896` 2021-05-07 17:17:09.523: INFO @log_profile : T train: 32.432674 2021-05-07 17:17:09.523: INFO @log_profile : T read data: 0.385565 2021-05-07 17:17:09.523: INFO @log_profile : T hooks: 3.558925 2021-05-07 17:17:09.523: INFO @main_loop : Epoch 68 done 2021-05-07 17:17:09.523: INFO @main_loop : Training epoch 69 2021-05-07 17:17:42.139: INFO @log_variables: train loss nanmean: 2.573324 2021-05-07 17:17:42.141: INFO @log_variables: train age_loss mean: 13.602695 2021-05-07 17:17:42.143: INFO @log_variables: train gender_loss mean: 0.515196 2021-05-07 17:17:42.144: INFO @log_variables: train age_mae mean: 13.303780 2021-05-07 17:17:42.144: INFO @log_variables: train gender_accuracy mean: 0.745419 2021-05-07 17:17:42.146: INFO @log_variables: train gender_confidence/loss nanmean: 0.077578 2021-05-07 17:17:42.147: INFO @log_variables: train gender_confidence/accuracy mean: 0.682770 2021-05-07 17:17:42.148: INFO @log_variables: train age_confidence/loss mean: 0.046213 2021-05-07 17:17:42.148: INFO @log_variables: train age_confidence/accuracy mean: 0.761208 2021-05-07 17:17:42.148: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 17:17:42.152: INFO @metrics_hook: train age_mae: 13.304 +-0.184 (13807) 2021-05-07 17:17:42.155: INFO @metrics_hook: train gender_accuracy: 0.745 +-0.007 (13807) 2021-05-07 17:17:45.061: INFO @decay_lr : LR updated to `0.00021228222` 2021-05-07 17:17:45.063: INFO @log_profile : T train: 31.463692 2021-05-07 17:17:45.063: INFO @log_profile : T read data: 0.520924 2021-05-07 17:17:45.063: INFO @log_profile : T hooks: 3.492305 2021-05-07 17:17:45.063: INFO @main_loop : Epoch 69 done 2021-05-07 17:17:45.063: INFO @main_loop : Training epoch 70 2021-05-07 17:18:17.403: INFO @log_variables: train loss nanmean: 2.636880 2021-05-07 17:18:17.404: INFO @log_variables: train age_loss mean: 13.836548 2021-05-07 17:18:17.404: INFO @log_variables: train gender_loss mean: 0.520597 2021-05-07 17:18:17.404: INFO @log_variables: train age_mae mean: 13.505675 2021-05-07 17:18:17.404: INFO @log_variables: train gender_accuracy mean: 0.745877 2021-05-07 17:18:17.404: INFO @log_variables: train gender_confidence/loss nanmean: 0.078056 2021-05-07 17:18:17.404: INFO @log_variables: train gender_confidence/accuracy mean: 0.678602 2021-05-07 17:18:17.404: INFO @log_variables: train age_confidence/loss mean: 0.045143 2021-05-07 17:18:17.404: INFO @log_variables: train age_confidence/accuracy mean: 0.770544 2021-05-07 17:18:17.404: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 17:18:17.405: INFO @metrics_hook: train age_mae: 13.506 +-0.183 (13824) 2021-05-07 17:18:17.407: INFO @metrics_hook: train gender_accuracy: 0.746 +-0.007 (13824) 2021-05-07 17:18:21.468: INFO @decay_lr : LR updated to `0.0002112208` 2021-05-07 17:18:21.470: INFO @log_profile : T train: 31.317708 2021-05-07 17:18:21.470: INFO @log_profile : T read data: 0.385187 2021-05-07 17:18:21.470: INFO @log_profile : T hooks: 4.638299 2021-05-07 17:18:21.470: INFO @main_loop : Epoch 70 done 2021-05-07 17:18:21.470: INFO @main_loop : Training epoch 71 2021-05-07 17:18:54.898: INFO @log_variables: train loss nanmean: 2.598249 2021-05-07 17:18:54.898: INFO @log_variables: train age_loss mean: 13.761536 2021-05-07 17:18:54.898: INFO @log_variables: train gender_loss mean: 0.519725 2021-05-07 17:18:54.898: INFO @log_variables: train age_mae mean: 13.441314 2021-05-07 17:18:54.899: INFO @log_variables: train gender_accuracy mean: 0.741319 2021-05-07 17:18:54.899: INFO @log_variables: train gender_confidence/loss nanmean: 0.077232 2021-05-07 17:18:54.899: INFO @log_variables: train gender_confidence/accuracy mean: 0.685330 2021-05-07 17:18:54.899: INFO @log_variables: train age_confidence/loss mean: 0.045662 2021-05-07 17:18:54.899: INFO @log_variables: train age_confidence/accuracy mean: 0.766348 2021-05-07 17:18:54.899: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 17:18:54.900: INFO @metrics_hook: train age_mae: 13.441 +-0.183 (13824) 2021-05-07 17:18:54.902: INFO @metrics_hook: train gender_accuracy: 0.741 +-0.007 (13824) 2021-05-07 17:18:57.870: INFO @decay_lr : LR updated to `0.0002101647` 2021-05-07 17:18:57.874: INFO @log_profile : T train: 32.387451 2021-05-07 17:18:57.874: INFO @log_profile : T read data: 0.391096 2021-05-07 17:18:57.874: INFO @log_profile : T hooks: 3.559710 2021-05-07 17:18:57.874: INFO @main_loop : Epoch 71 done 2021-05-07 17:18:57.874: INFO @main_loop : Training epoch 72 2021-05-07 17:19:31.538: INFO @log_variables: train loss nanmean: 2.629568 2021-05-07 17:19:31.538: INFO @log_variables: train age_loss mean: 13.710292 2021-05-07 17:19:31.538: INFO @log_variables: train gender_loss mean: 0.522780 2021-05-07 17:19:31.538: INFO @log_variables: train age_mae mean: 13.405681 2021-05-07 17:19:31.538: INFO @log_variables: train gender_accuracy mean: 0.736873 2021-05-07 17:19:31.538: INFO @log_variables: train gender_confidence/loss nanmean: 0.076801 2021-05-07 17:19:31.538: INFO @log_variables: train gender_confidence/accuracy mean: 0.685739 2021-05-07 17:19:31.538: INFO @log_variables: train age_confidence/loss mean: 0.045138 2021-05-07 17:19:31.538: INFO @log_variables: train age_confidence/accuracy mean: 0.769030 2021-05-07 17:19:31.538: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 17:19:31.544: INFO @metrics_hook: train age_mae: 13.406 +-0.184 (13807) 2021-05-07 17:19:31.550: INFO @metrics_hook: train gender_accuracy: 0.737 +-0.007 (13807) 2021-05-07 17:19:34.449: INFO @decay_lr : LR updated to `0.00020911387` 2021-05-07 17:19:34.453: INFO @log_profile : T train: 32.502575 2021-05-07 17:19:34.453: INFO @log_profile : T read data: 0.533323 2021-05-07 17:19:34.453: INFO @log_profile : T hooks: 3.477861 2021-05-07 17:19:34.453: INFO @main_loop : Epoch 72 done 2021-05-07 17:19:34.453: INFO @main_loop : Training epoch 73 2021-05-07 17:20:06.514: INFO @log_variables: train loss nanmean: 2.612771 2021-05-07 17:20:06.517: INFO @log_variables: train age_loss mean: 13.646246 2021-05-07 17:20:06.517: INFO @log_variables: train gender_loss mean: 0.518360 2021-05-07 17:20:06.517: INFO @log_variables: train age_mae mean: 13.348557 2021-05-07 17:20:06.517: INFO @log_variables: train gender_accuracy mean: 0.740722 2021-05-07 17:20:06.517: INFO @log_variables: train gender_confidence/loss nanmean: 0.077223 2021-05-07 17:20:06.517: INFO @log_variables: train gender_confidence/accuracy mean: 0.681039 2021-05-07 17:20:06.517: INFO @log_variables: train age_confidence/loss mean: 0.045594 2021-05-07 17:20:06.517: INFO @log_variables: train age_confidence/accuracy mean: 0.764957 2021-05-07 17:20:06.518: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 17:20:06.520: INFO @metrics_hook: train age_mae: 13.349 +-0.183 (13823) 2021-05-07 17:20:06.522: INFO @metrics_hook: train gender_accuracy: 0.741 +-0.007 (13823) 2021-05-07 17:20:09.464: INFO @decay_lr : LR updated to `0.0002080683` 2021-05-07 17:20:09.466: INFO @log_profile : T train: 31.022250 2021-05-07 17:20:09.466: INFO @log_profile : T read data: 0.389717 2021-05-07 17:20:09.466: INFO @log_profile : T hooks: 3.537390 2021-05-07 17:20:09.466: INFO @main_loop : Epoch 73 done 2021-05-07 17:20:09.466: INFO @main_loop : Training epoch 74 2021-05-07 17:20:42.591: INFO @log_variables: train loss nanmean: 2.514311 2021-05-07 17:20:42.593: INFO @log_variables: train age_loss mean: 13.420793 2021-05-07 17:20:42.594: INFO @log_variables: train gender_loss mean: 0.505746 2021-05-07 17:20:42.594: INFO @log_variables: train age_mae mean: 13.133856 2021-05-07 17:20:42.594: INFO @log_variables: train gender_accuracy mean: 0.751013 2021-05-07 17:20:42.594: INFO @log_variables: train gender_confidence/loss nanmean: 0.077056 2021-05-07 17:20:42.595: INFO @log_variables: train gender_confidence/accuracy mean: 0.688802 2021-05-07 17:20:42.595: INFO @log_variables: train age_confidence/loss mean: 0.045689 2021-05-07 17:20:42.595: INFO @log_variables: train age_confidence/accuracy mean: 0.765263 2021-05-07 17:20:42.595: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 17:20:42.597: INFO @metrics_hook: train age_mae: 13.134 +-0.182 (13824) 2021-05-07 17:20:42.599: INFO @metrics_hook: train gender_accuracy: 0.751 +-0.007 (13824) 2021-05-07 17:20:45.510: INFO @decay_lr : LR updated to `0.00020702796` 2021-05-07 17:20:45.512: INFO @log_profile : T train: 32.108306 2021-05-07 17:20:45.512: INFO @log_profile : T read data: 0.389878 2021-05-07 17:20:45.512: INFO @log_profile : T hooks: 3.483555 2021-05-07 17:20:45.513: INFO @main_loop : Epoch 74 done 2021-05-07 17:20:45.513: INFO @main_loop : Training epoch 75 2021-05-07 17:21:17.518: INFO @log_variables: train loss nanmean: 2.565336 2021-05-07 17:21:17.518: INFO @log_variables: train age_loss mean: 13.481316 2021-05-07 17:21:17.518: INFO @log_variables: train gender_loss mean: 0.511354 2021-05-07 17:21:17.518: INFO @log_variables: train age_mae mean: 13.189684 2021-05-07 17:21:17.518: INFO @log_variables: train gender_accuracy mean: 0.743490 2021-05-07 17:21:17.519: INFO @log_variables: train gender_confidence/loss nanmean: 0.076617 2021-05-07 17:21:17.519: INFO @log_variables: train gender_confidence/accuracy mean: 0.674407 2021-05-07 17:21:17.519: INFO @log_variables: train age_confidence/loss mean: 0.046451 2021-05-07 17:21:17.519: INFO @log_variables: train age_confidence/accuracy mean: 0.759259 2021-05-07 17:21:17.519: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 17:21:17.522: INFO @metrics_hook: train age_mae: 13.190 +-0.181 (13824) 2021-05-07 17:21:17.525: INFO @metrics_hook: train gender_accuracy: 0.743 +-0.007 (13824) 2021-05-07 17:21:20.530: INFO @decay_lr : LR updated to `0.00020599282` 2021-05-07 17:21:20.532: INFO @log_profile : T train: 31.008302 2021-05-07 17:21:20.532: INFO @log_profile : T read data: 0.379038 2021-05-07 17:21:20.532: INFO @log_profile : T hooks: 3.569013 2021-05-07 17:21:20.532: INFO @main_loop : Epoch 75 done 2021-05-07 17:21:20.532: INFO @main_loop : Training epoch 76 2021-05-07 17:21:54.255: INFO @log_variables: train loss nanmean: 2.556075 2021-05-07 17:21:54.256: INFO @log_variables: train age_loss mean: 13.605065 2021-05-07 17:21:54.256: INFO @log_variables: train gender_loss mean: 0.510213 2021-05-07 17:21:54.256: INFO @log_variables: train age_mae mean: 13.297374 2021-05-07 17:21:54.256: INFO @log_variables: train gender_accuracy mean: 0.749547 2021-05-07 17:21:54.256: INFO @log_variables: train gender_confidence/loss nanmean: 0.077287 2021-05-07 17:21:54.256: INFO @log_variables: train gender_confidence/accuracy mean: 0.683711 2021-05-07 17:21:54.256: INFO @log_variables: train age_confidence/loss mean: 0.046024 2021-05-07 17:21:54.256: INFO @log_variables: train age_confidence/accuracy mean: 0.765336 2021-05-07 17:21:54.257: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 17:21:54.261: INFO @metrics_hook: train age_mae: 13.297 +-0.183 (13807) 2021-05-07 17:21:54.268: INFO @metrics_hook: train gender_accuracy: 0.750 +-0.007 (13807) 2021-05-07 17:21:57.158: INFO @decay_lr : LR updated to `0.00020496285` 2021-05-07 17:21:57.160: INFO @log_profile : T train: 32.521070 2021-05-07 17:21:57.160: INFO @log_profile : T read data: 0.540307 2021-05-07 17:21:57.160: INFO @log_profile : T hooks: 3.499774 2021-05-07 17:21:57.160: INFO @main_loop : Epoch 76 done 2021-05-07 17:21:57.160: INFO @main_loop : Training epoch 77 2021-05-07 17:22:30.665: INFO @log_variables: train loss nanmean: 2.520527 2021-05-07 17:22:30.665: INFO @log_variables: train age_loss mean: 13.338937 2021-05-07 17:22:30.665: INFO @log_variables: train gender_loss mean: 0.510937 2021-05-07 17:22:30.665: INFO @log_variables: train age_mae mean: 13.064342 2021-05-07 17:22:30.665: INFO @log_variables: train gender_accuracy mean: 0.748987 2021-05-07 17:22:30.665: INFO @log_variables: train gender_confidence/loss nanmean: 0.077253 2021-05-07 17:22:30.665: INFO @log_variables: train gender_confidence/accuracy mean: 0.687789 2021-05-07 17:22:30.665: INFO @log_variables: train age_confidence/loss mean: 0.047054 2021-05-07 17:22:30.665: INFO @log_variables: train age_confidence/accuracy mean: 0.752604 2021-05-07 17:22:30.665: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 17:22:30.667: INFO @metrics_hook: train age_mae: 13.064 +-0.181 (13824) 2021-05-07 17:22:30.669: INFO @metrics_hook: train gender_accuracy: 0.749 +-0.007 (13824) 2021-05-07 17:22:33.621: INFO @decay_lr : LR updated to `0.00020393803` 2021-05-07 17:22:33.622: INFO @log_profile : T train: 32.502516 2021-05-07 17:22:33.622: INFO @log_profile : T read data: 0.378667 2021-05-07 17:22:33.622: INFO @log_profile : T hooks: 3.517852 2021-05-07 17:22:33.622: INFO @main_loop : Epoch 77 done 2021-05-07 17:22:33.622: INFO @main_loop : Training epoch 78 2021-05-07 17:23:05.984: INFO @log_variables: train loss nanmean: 2.526453 2021-05-07 17:23:05.984: INFO @log_variables: train age_loss mean: 13.386066 2021-05-07 17:23:05.985: INFO @log_variables: train gender_loss mean: 0.514269 2021-05-07 17:23:05.985: INFO @log_variables: train age_mae mean: 13.124413 2021-05-07 17:23:05.985: INFO @log_variables: train gender_accuracy mean: 0.742169 2021-05-07 17:23:05.985: INFO @log_variables: train gender_confidence/loss nanmean: 0.076902 2021-05-07 17:23:05.985: INFO @log_variables: train gender_confidence/accuracy mean: 0.685307 2021-05-07 17:23:05.985: INFO @log_variables: train age_confidence/loss mean: 0.047039 2021-05-07 17:23:05.985: INFO @log_variables: train age_confidence/accuracy mean: 0.755625 2021-05-07 17:23:05.985: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 17:23:05.989: INFO @metrics_hook: train age_mae: 13.124 +-0.182 (13823) 2021-05-07 17:23:05.992: INFO @metrics_hook: train gender_accuracy: 0.742 +-0.007 (13823) 2021-05-07 17:23:08.938: INFO @decay_lr : LR updated to `0.00020291834` 2021-05-07 17:23:08.940: INFO @log_profile : T train: 31.331875 2021-05-07 17:23:08.940: INFO @log_profile : T read data: 0.399681 2021-05-07 17:23:08.940: INFO @log_profile : T hooks: 3.522678 2021-05-07 17:23:08.940: INFO @main_loop : Epoch 78 done 2021-05-07 17:23:08.940: INFO @main_loop : Training epoch 79 2021-05-07 17:23:42.251: INFO @log_variables: train loss nanmean: 2.567648 2021-05-07 17:23:42.251: INFO @log_variables: train age_loss mean: 13.425400 2021-05-07 17:23:42.251: INFO @log_variables: train gender_loss mean: 0.497513 2021-05-07 17:23:42.251: INFO @log_variables: train age_mae mean: 13.140851 2021-05-07 17:23:42.251: INFO @log_variables: train gender_accuracy mean: 0.756935 2021-05-07 17:23:42.251: INFO @log_variables: train gender_confidence/loss nanmean: 0.076931 2021-05-07 17:23:42.251: INFO @log_variables: train gender_confidence/accuracy mean: 0.692692 2021-05-07 17:23:42.251: INFO @log_variables: train age_confidence/loss mean: 0.045638 2021-05-07 17:23:42.251: INFO @log_variables: train age_confidence/accuracy mean: 0.764902 2021-05-07 17:23:42.251: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 17:23:42.253: INFO @metrics_hook: train age_mae: 13.141 +-0.181 (13807) 2021-05-07 17:23:42.256: INFO @metrics_hook: train gender_accuracy: 0.757 +-0.007 (13807) 2021-05-07 17:23:45.254: INFO @decay_lr : LR updated to `0.00020190375` 2021-05-07 17:23:45.255: INFO @log_profile : T train: 32.121150 2021-05-07 17:23:45.256: INFO @log_profile : T read data: 0.548919 2021-05-07 17:23:45.256: INFO @log_profile : T hooks: 3.580674 2021-05-07 17:23:45.256: INFO @main_loop : Epoch 79 done 2021-05-07 17:23:45.256: INFO @main_loop : Training epoch 80 2021-05-07 17:24:17.742: INFO @log_variables: train loss nanmean: 2.498734 2021-05-07 17:24:17.742: INFO @log_variables: train age_loss mean: 13.227365 2021-05-07 17:24:17.742: INFO @log_variables: train gender_loss mean: 0.502189 2021-05-07 17:24:17.742: INFO @log_variables: train age_mae mean: 12.946427 2021-05-07 17:24:17.743: INFO @log_variables: train gender_accuracy mean: 0.748264 2021-05-07 17:24:17.743: INFO @log_variables: train gender_confidence/loss nanmean: 0.075992 2021-05-07 17:24:17.743: INFO @log_variables: train gender_confidence/accuracy mean: 0.688223 2021-05-07 17:24:17.743: INFO @log_variables: train age_confidence/loss mean: 0.046831 2021-05-07 17:24:17.743: INFO @log_variables: train age_confidence/accuracy mean: 0.756727 2021-05-07 17:24:17.743: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 17:24:17.745: INFO @metrics_hook: train age_mae: 12.946 +-0.181 (13824) 2021-05-07 17:24:17.747: INFO @metrics_hook: train gender_accuracy: 0.748 +-0.007 (13824) 2021-05-07 17:24:20.747: INFO @decay_lr : LR updated to `0.00020089422` 2021-05-07 17:24:20.748: INFO @log_profile : T train: 31.476947 2021-05-07 17:24:20.748: INFO @log_profile : T read data: 0.372587 2021-05-07 17:24:20.748: INFO @log_profile : T hooks: 3.576443 2021-05-07 17:24:20.749: INFO @main_loop : Epoch 80 done 2021-05-07 17:24:20.749: INFO @main_loop : Training epoch 81 2021-05-07 17:24:53.991: INFO @log_variables: train loss nanmean: 2.466894 2021-05-07 17:24:53.992: INFO @log_variables: train age_loss mean: 13.207035 2021-05-07 17:24:53.992: INFO @log_variables: train gender_loss mean: 0.494200 2021-05-07 17:24:53.992: INFO @log_variables: train age_mae mean: 12.920457 2021-05-07 17:24:53.992: INFO @log_variables: train gender_accuracy mean: 0.758319 2021-05-07 17:24:53.992: INFO @log_variables: train gender_confidence/loss nanmean: 0.076771 2021-05-07 17:24:53.992: INFO @log_variables: train gender_confidence/accuracy mean: 0.695747 2021-05-07 17:24:53.992: INFO @log_variables: train age_confidence/loss mean: 0.046846 2021-05-07 17:24:53.992: INFO @log_variables: train age_confidence/accuracy mean: 0.753255 2021-05-07 17:24:53.992: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 17:24:53.994: INFO @metrics_hook: train age_mae: 12.920 +-0.179 (13824) 2021-05-07 17:24:53.996: INFO @metrics_hook: train gender_accuracy: 0.758 +-0.007 (13824) 2021-05-07 17:24:56.985: INFO @decay_lr : LR updated to `0.00019988975` 2021-05-07 17:24:56.986: INFO @log_profile : T train: 32.212280 2021-05-07 17:24:56.986: INFO @log_profile : T read data: 0.396458 2021-05-07 17:24:56.986: INFO @log_profile : T hooks: 3.563945 2021-05-07 17:24:56.986: INFO @main_loop : Epoch 81 done 2021-05-07 17:24:56.987: INFO @main_loop : Training epoch 82 2021-05-07 17:25:30.067: INFO @log_variables: train loss nanmean: 2.482298 2021-05-07 17:25:30.067: INFO @log_variables: train age_loss mean: 13.244921 2021-05-07 17:25:30.067: INFO @log_variables: train gender_loss mean: 0.502330 2021-05-07 17:25:30.068: INFO @log_variables: train age_mae mean: 12.965700 2021-05-07 17:25:30.068: INFO @log_variables: train gender_accuracy mean: 0.752170 2021-05-07 17:25:30.068: INFO @log_variables: train gender_confidence/loss nanmean: 0.077155 2021-05-07 17:25:30.068: INFO @log_variables: train gender_confidence/accuracy mean: 0.686704 2021-05-07 17:25:30.068: INFO @log_variables: train age_confidence/loss mean: 0.046081 2021-05-07 17:25:30.068: INFO @log_variables: train age_confidence/accuracy mean: 0.762008 2021-05-07 17:25:30.068: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 17:25:30.070: INFO @metrics_hook: train age_mae: 12.966 +-0.181 (13824) 2021-05-07 17:25:30.073: INFO @metrics_hook: train gender_accuracy: 0.752 +-0.007 (13824) 2021-05-07 17:25:32.602: INFO @decay_lr : LR updated to `0.0001988903` 2021-05-07 17:25:32.604: INFO @log_profile : T train: 32.048610 2021-05-07 17:25:32.604: INFO @log_profile : T read data: 0.387323 2021-05-07 17:25:32.604: INFO @log_profile : T hooks: 3.117964 2021-05-07 17:25:32.604: INFO @main_loop : Epoch 82 done 2021-05-07 17:25:32.604: INFO @main_loop : Training epoch 83 2021-05-07 17:26:04.277: INFO @log_variables: train loss nanmean: 2.496480 2021-05-07 17:26:04.277: INFO @log_variables: train age_loss mean: 13.194514 2021-05-07 17:26:04.277: INFO @log_variables: train gender_loss mean: 0.497909 2021-05-07 17:26:04.277: INFO @log_variables: train age_mae mean: 12.930430 2021-05-07 17:26:04.277: INFO @log_variables: train gender_accuracy mean: 0.755414 2021-05-07 17:26:04.278: INFO @log_variables: train gender_confidence/loss nanmean: 0.076728 2021-05-07 17:26:04.278: INFO @log_variables: train gender_confidence/accuracy mean: 0.689288 2021-05-07 17:26:04.278: INFO @log_variables: train age_confidence/loss mean: 0.046297 2021-05-07 17:26:04.278: INFO @log_variables: train age_confidence/accuracy mean: 0.757152 2021-05-07 17:26:04.278: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 17:26:04.279: INFO @metrics_hook: train age_mae: 12.930 +-0.179 (13807) 2021-05-07 17:26:04.282: INFO @metrics_hook: train gender_accuracy: 0.755 +-0.007 (13807) 2021-05-07 17:26:07.042: INFO @decay_lr : LR updated to `0.00019789585` 2021-05-07 17:26:07.043: INFO @log_profile : T train: 30.508269 2021-05-07 17:26:07.044: INFO @log_profile : T read data: 0.505182 2021-05-07 17:26:07.044: INFO @log_profile : T hooks: 3.362731 2021-05-07 17:26:07.044: INFO @main_loop : Epoch 83 done 2021-05-07 17:26:07.044: INFO @main_loop : Training epoch 84 2021-05-07 17:26:39.646: INFO @log_variables: train loss nanmean: 2.474138 2021-05-07 17:26:39.647: INFO @log_variables: train age_loss mean: 13.139723 2021-05-07 17:26:39.648: INFO @log_variables: train gender_loss mean: 0.495002 2021-05-07 17:26:39.648: INFO @log_variables: train age_mae mean: 12.881000 2021-05-07 17:26:39.649: INFO @log_variables: train gender_accuracy mean: 0.754919 2021-05-07 17:26:39.649: INFO @log_variables: train gender_confidence/loss nanmean: 0.075748 2021-05-07 17:26:39.649: INFO @log_variables: train gender_confidence/accuracy mean: 0.693576 2021-05-07 17:26:39.649: INFO @log_variables: train age_confidence/loss mean: 0.046351 2021-05-07 17:26:39.649: INFO @log_variables: train age_confidence/accuracy mean: 0.756438 2021-05-07 17:26:39.649: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 17:26:39.651: INFO @metrics_hook: train age_mae: 12.881 +-0.181 (13824) 2021-05-07 17:26:39.653: INFO @metrics_hook: train gender_accuracy: 0.755 +-0.007 (13824) 2021-05-07 17:26:42.562: INFO @decay_lr : LR updated to `0.00019690637` 2021-05-07 17:26:42.563: INFO @log_profile : T train: 31.589002 2021-05-07 17:26:42.563: INFO @log_profile : T read data: 0.378068 2021-05-07 17:26:42.564: INFO @log_profile : T hooks: 3.491026 2021-05-07 17:26:42.564: INFO @main_loop : Epoch 84 done 2021-05-07 17:26:42.564: INFO @main_loop : Training epoch 85 2021-05-07 17:27:13.989: INFO @log_variables: train loss nanmean: 2.504256 2021-05-07 17:27:13.989: INFO @log_variables: train age_loss mean: 13.252010 2021-05-07 17:27:13.989: INFO @log_variables: train gender_loss mean: 0.490068 2021-05-07 17:27:13.989: INFO @log_variables: train age_mae mean: 13.005916 2021-05-07 17:27:13.989: INFO @log_variables: train gender_accuracy mean: 0.761574 2021-05-07 17:27:13.989: INFO @log_variables: train gender_confidence/loss nanmean: 0.076165 2021-05-07 17:27:13.989: INFO @log_variables: train gender_confidence/accuracy mean: 0.696759 2021-05-07 17:27:13.989: INFO @log_variables: train age_confidence/loss mean: 0.046696 2021-05-07 17:27:13.990: INFO @log_variables: train age_confidence/accuracy mean: 0.757378 2021-05-07 17:27:13.990: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 17:27:13.991: INFO @metrics_hook: train age_mae: 13.006 +-0.183 (13824) 2021-05-07 17:27:13.992: INFO @metrics_hook: train gender_accuracy: 0.762 +-0.007 (13824) 2021-05-07 17:27:16.855: INFO @decay_lr : LR updated to `0.00019592184` 2021-05-07 17:27:16.857: INFO @log_profile : T train: 30.387444 2021-05-07 17:27:16.857: INFO @log_profile : T read data: 0.397384 2021-05-07 17:27:16.857: INFO @log_profile : T hooks: 3.441530 2021-05-07 17:27:16.858: INFO @main_loop : Epoch 85 done 2021-05-07 17:27:16.858: INFO @main_loop : Training epoch 86 2021-05-07 17:27:48.610: INFO @log_variables: train loss nanmean: 2.452101 2021-05-07 17:27:48.610: INFO @log_variables: train age_loss mean: 13.032913 2021-05-07 17:27:48.610: INFO @log_variables: train gender_loss mean: 0.496740 2021-05-07 17:27:48.610: INFO @log_variables: train age_mae mean: 12.841164 2021-05-07 17:27:48.611: INFO @log_variables: train gender_accuracy mean: 0.756410 2021-05-07 17:27:48.611: INFO @log_variables: train gender_confidence/loss nanmean: 0.076860 2021-05-07 17:27:48.611: INFO @log_variables: train gender_confidence/accuracy mean: 0.685137 2021-05-07 17:27:48.611: INFO @log_variables: train age_confidence/loss mean: 0.047197 2021-05-07 17:27:48.611: INFO @log_variables: train age_confidence/accuracy mean: 0.749747 2021-05-07 17:27:48.611: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 17:27:48.612: INFO @metrics_hook: train age_mae: 12.841 +-0.179 (13806) 2021-05-07 17:27:48.617: INFO @metrics_hook: train gender_accuracy: 0.756 +-0.007 (13806) 2021-05-07 17:27:51.469: INFO @decay_lr : LR updated to `0.00019494223` 2021-05-07 17:27:51.470: INFO @log_profile : T train: 30.616350 2021-05-07 17:27:51.471: INFO @log_profile : T read data: 0.498933 2021-05-07 17:27:51.471: INFO @log_profile : T hooks: 3.434757 2021-05-07 17:27:51.471: INFO @main_loop : Epoch 86 done 2021-05-07 17:27:51.471: INFO @main_loop : Training epoch 87 2021-05-07 17:28:22.925: INFO @log_variables: train loss nanmean: 2.476623 2021-05-07 17:28:22.927: INFO @log_variables: train age_loss mean: 13.060083 2021-05-07 17:28:22.927: INFO @log_variables: train gender_loss mean: 0.499030 2021-05-07 17:28:22.927: INFO @log_variables: train age_mae mean: 12.807177 2021-05-07 17:28:22.928: INFO @log_variables: train gender_accuracy mean: 0.751013 2021-05-07 17:28:22.928: INFO @log_variables: train gender_confidence/loss nanmean: 0.075555 2021-05-07 17:28:22.928: INFO @log_variables: train gender_confidence/accuracy mean: 0.695602 2021-05-07 17:28:22.928: INFO @log_variables: train age_confidence/loss mean: 0.046523 2021-05-07 17:28:22.928: INFO @log_variables: train age_confidence/accuracy mean: 0.757595 2021-05-07 17:28:22.928: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 17:28:22.930: INFO @metrics_hook: train age_mae: 12.807 +-0.178 (13824) 2021-05-07 17:28:22.933: INFO @metrics_hook: train gender_accuracy: 0.751 +-0.007 (13824) 2021-05-07 17:28:25.719: INFO @decay_lr : LR updated to `0.00019396751` 2021-05-07 17:28:25.720: INFO @log_profile : T train: 30.443696 2021-05-07 17:28:25.720: INFO @log_profile : T read data: 0.375132 2021-05-07 17:28:25.720: INFO @log_profile : T hooks: 3.366641 2021-05-07 17:28:25.721: INFO @main_loop : Epoch 87 done 2021-05-07 17:28:25.721: INFO @main_loop : Training epoch 88 2021-05-07 17:28:58.005: INFO @log_variables: train loss nanmean: 2.469726 2021-05-07 17:28:58.005: INFO @log_variables: train age_loss mean: 13.090449 2021-05-07 17:28:58.005: INFO @log_variables: train gender_loss mean: 0.495739 2021-05-07 17:28:58.005: INFO @log_variables: train age_mae mean: 12.849121 2021-05-07 17:28:58.005: INFO @log_variables: train gender_accuracy mean: 0.755642 2021-05-07 17:28:58.005: INFO @log_variables: train gender_confidence/loss nanmean: 0.076550 2021-05-07 17:28:58.005: INFO @log_variables: train gender_confidence/accuracy mean: 0.689670 2021-05-07 17:28:58.006: INFO @log_variables: train age_confidence/loss mean: 0.047113 2021-05-07 17:28:58.006: INFO @log_variables: train age_confidence/accuracy mean: 0.752749 2021-05-07 17:28:58.006: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 17:28:58.008: INFO @metrics_hook: train age_mae: 12.849 +-0.179 (13824) 2021-05-07 17:28:58.010: INFO @metrics_hook: train gender_accuracy: 0.756 +-0.007 (13824) 2021-05-07 17:29:01.045: INFO @decay_lr : LR updated to `0.00019299767` 2021-05-07 17:29:01.047: INFO @log_profile : T train: 31.259022 2021-05-07 17:29:01.047: INFO @log_profile : T read data: 0.377884 2021-05-07 17:29:01.047: INFO @log_profile : T hooks: 3.626034 2021-05-07 17:29:01.047: INFO @main_loop : Epoch 88 done 2021-05-07 17:29:01.047: INFO @main_loop : Training epoch 89 2021-05-07 17:29:33.323: INFO @log_variables: train loss nanmean: 2.442176 2021-05-07 17:29:33.323: INFO @log_variables: train age_loss mean: 13.030646 2021-05-07 17:29:33.323: INFO @log_variables: train gender_loss mean: 0.485091 2021-05-07 17:29:33.323: INFO @log_variables: train age_mae mean: 12.811903 2021-05-07 17:29:33.323: INFO @log_variables: train gender_accuracy mean: 0.759621 2021-05-07 17:29:33.323: INFO @log_variables: train gender_confidence/loss nanmean: 0.075632 2021-05-07 17:29:33.323: INFO @log_variables: train gender_confidence/accuracy mean: 0.697049 2021-05-07 17:29:33.323: INFO @log_variables: train age_confidence/loss mean: 0.047480 2021-05-07 17:29:33.323: INFO @log_variables: train age_confidence/accuracy mean: 0.749855 2021-05-07 17:29:33.323: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 17:29:33.325: INFO @metrics_hook: train age_mae: 12.812 +-0.179 (13824) 2021-05-07 17:29:33.326: INFO @metrics_hook: train gender_accuracy: 0.760 +-0.007 (13824) 2021-05-07 17:29:37.681: INFO @decay_lr : LR updated to `0.00019203269` 2021-05-07 17:29:37.682: INFO @log_profile : T train: 31.244034 2021-05-07 17:29:37.682: INFO @log_profile : T read data: 0.384259 2021-05-07 17:29:37.682: INFO @log_profile : T hooks: 4.941569 2021-05-07 17:29:37.683: INFO @main_loop : Epoch 89 done 2021-05-07 17:29:37.683: INFO @main_loop : Training epoch 90 2021-05-07 17:30:10.181: INFO @log_variables: train loss nanmean: 2.489293 2021-05-07 17:30:10.181: INFO @log_variables: train age_loss mean: 13.084478 2021-05-07 17:30:10.181: INFO @log_variables: train gender_loss mean: 0.491718 2021-05-07 17:30:10.181: INFO @log_variables: train age_mae mean: 12.838140 2021-05-07 17:30:10.181: INFO @log_variables: train gender_accuracy mean: 0.757876 2021-05-07 17:30:10.181: INFO @log_variables: train gender_confidence/loss nanmean: 0.075966 2021-05-07 17:30:10.181: INFO @log_variables: train gender_confidence/accuracy mean: 0.698848 2021-05-07 17:30:10.181: INFO @log_variables: train age_confidence/loss mean: 0.046614 2021-05-07 17:30:10.181: INFO @log_variables: train age_confidence/accuracy mean: 0.755993 2021-05-07 17:30:10.182: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 17:30:10.183: INFO @metrics_hook: train age_mae: 12.838 +-0.178 (13807) 2021-05-07 17:30:10.185: INFO @metrics_hook: train gender_accuracy: 0.758 +-0.007 (13807) 2021-05-07 17:30:13.115: INFO @decay_lr : LR updated to `0.00019107253` 2021-05-07 17:30:13.117: INFO @log_profile : T train: 31.308568 2021-05-07 17:30:13.117: INFO @log_profile : T read data: 0.542876 2021-05-07 17:30:13.117: INFO @log_profile : T hooks: 3.517484 2021-05-07 17:30:13.117: INFO @main_loop : Epoch 90 done 2021-05-07 17:30:13.117: INFO @main_loop : Training epoch 91 2021-05-07 17:30:45.727: INFO @log_variables: train loss nanmean: 2.416825 2021-05-07 17:30:45.727: INFO @log_variables: train age_loss mean: 12.849043 2021-05-07 17:30:45.727: INFO @log_variables: train gender_loss mean: 0.485591 2021-05-07 17:30:45.727: INFO @log_variables: train age_mae mean: 12.617726 2021-05-07 17:30:45.727: INFO @log_variables: train gender_accuracy mean: 0.759838 2021-05-07 17:30:45.727: INFO @log_variables: train gender_confidence/loss nanmean: 0.075631 2021-05-07 17:30:45.728: INFO @log_variables: train gender_confidence/accuracy mean: 0.695023 2021-05-07 17:30:45.728: INFO @log_variables: train age_confidence/loss mean: 0.047589 2021-05-07 17:30:45.728: INFO @log_variables: train age_confidence/accuracy mean: 0.748481 2021-05-07 17:30:45.728: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 17:30:45.730: INFO @metrics_hook: train age_mae: 12.618 +-0.179 (13824) 2021-05-07 17:30:45.732: INFO @metrics_hook: train gender_accuracy: 0.760 +-0.007 (13824) 2021-05-07 17:30:48.594: INFO @decay_lr : LR updated to `0.00019011716` 2021-05-07 17:30:48.596: INFO @log_profile : T train: 31.593854 2021-05-07 17:30:48.596: INFO @log_profile : T read data: 0.366548 2021-05-07 17:30:48.596: INFO @log_profile : T hooks: 3.453893 2021-05-07 17:30:48.596: INFO @main_loop : Epoch 91 done 2021-05-07 17:30:48.596: INFO @main_loop : Training epoch 92 2021-05-07 17:31:19.991: INFO @log_variables: train loss nanmean: 2.419779 2021-05-07 17:31:19.991: INFO @log_variables: train age_loss mean: 13.029478 2021-05-07 17:31:19.991: INFO @log_variables: train gender_loss mean: 0.477264 2021-05-07 17:31:19.992: INFO @log_variables: train age_mae mean: 12.793866 2021-05-07 17:31:19.992: INFO @log_variables: train gender_accuracy mean: 0.770110 2021-05-07 17:31:19.992: INFO @log_variables: train gender_confidence/loss nanmean: 0.076115 2021-05-07 17:31:19.992: INFO @log_variables: train gender_confidence/accuracy mean: 0.695240 2021-05-07 17:31:19.992: INFO @log_variables: train age_confidence/loss mean: 0.046501 2021-05-07 17:31:19.992: INFO @log_variables: train age_confidence/accuracy mean: 0.756800 2021-05-07 17:31:19.992: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 17:31:19.994: INFO @metrics_hook: train age_mae: 12.794 +-0.177 (13824) 2021-05-07 17:31:19.997: INFO @metrics_hook: train gender_accuracy: 0.770 +-0.007 (13824) 2021-05-07 17:31:22.915: INFO @decay_lr : LR updated to `0.00018916657` 2021-05-07 17:31:22.917: INFO @log_profile : T train: 30.389103 2021-05-07 17:31:22.917: INFO @log_profile : T read data: 0.376546 2021-05-07 17:31:22.917: INFO @log_profile : T hooks: 3.493061 2021-05-07 17:31:22.917: INFO @main_loop : Epoch 92 done 2021-05-07 17:31:22.917: INFO @main_loop : Training epoch 93 2021-05-07 17:31:54.949: INFO @log_variables: train loss nanmean: 2.427280 2021-05-07 17:31:54.949: INFO @log_variables: train age_loss mean: 12.974873 2021-05-07 17:31:54.950: INFO @log_variables: train gender_loss mean: 0.475294 2021-05-07 17:31:54.950: INFO @log_variables: train age_mae mean: 12.741522 2021-05-07 17:31:54.950: INFO @log_variables: train gender_accuracy mean: 0.771838 2021-05-07 17:31:54.950: INFO @log_variables: train gender_confidence/loss nanmean: 0.076268 2021-05-07 17:31:54.950: INFO @log_variables: train gender_confidence/accuracy mean: 0.696654 2021-05-07 17:31:54.950: INFO @log_variables: train age_confidence/loss mean: 0.047262 2021-05-07 17:31:54.950: INFO @log_variables: train age_confidence/accuracy mean: 0.750905 2021-05-07 17:31:54.950: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 17:31:54.953: INFO @metrics_hook: train age_mae: 12.742 +-0.181 (13806) 2021-05-07 17:31:54.955: INFO @metrics_hook: train gender_accuracy: 0.772 +-0.007 (13806) 2021-05-07 17:31:57.808: INFO @decay_lr : LR updated to `0.00018822074` 2021-05-07 17:31:57.809: INFO @log_profile : T train: 30.852182 2021-05-07 17:31:57.809: INFO @log_profile : T read data: 0.513628 2021-05-07 17:31:57.809: INFO @log_profile : T hooks: 3.461515 2021-05-07 17:31:57.809: INFO @main_loop : Epoch 93 done 2021-05-07 17:31:57.810: INFO @main_loop : Training epoch 94 2021-05-07 17:32:30.289: INFO @log_variables: train loss nanmean: 2.449463 2021-05-07 17:32:30.289: INFO @log_variables: train age_loss mean: 12.919244 2021-05-07 17:32:30.289: INFO @log_variables: train gender_loss mean: 0.483748 2021-05-07 17:32:30.289: INFO @log_variables: train age_mae mean: 12.703569 2021-05-07 17:32:30.289: INFO @log_variables: train gender_accuracy mean: 0.764323 2021-05-07 17:32:30.289: INFO @log_variables: train gender_confidence/loss nanmean: 0.076030 2021-05-07 17:32:30.289: INFO @log_variables: train gender_confidence/accuracy mean: 0.696832 2021-05-07 17:32:30.290: INFO @log_variables: train age_confidence/loss mean: 0.046789 2021-05-07 17:32:30.290: INFO @log_variables: train age_confidence/accuracy mean: 0.754702 2021-05-07 17:32:30.290: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 17:32:30.291: INFO @metrics_hook: train age_mae: 12.704 +-0.177 (13824) 2021-05-07 17:32:30.292: INFO @metrics_hook: train gender_accuracy: 0.764 +-0.007 (13824) 2021-05-07 17:32:32.739: INFO @decay_lr : LR updated to `0.00018727964` 2021-05-07 17:32:32.740: INFO @log_profile : T train: 31.475318 2021-05-07 17:32:32.741: INFO @log_profile : T read data: 0.377764 2021-05-07 17:32:32.741: INFO @log_profile : T hooks: 3.014415 2021-05-07 17:32:32.741: INFO @main_loop : Epoch 94 done 2021-05-07 17:32:32.741: INFO @main_loop : Training epoch 95 2021-05-07 17:33:04.081: INFO @log_variables: train loss nanmean: 2.385328 2021-05-07 17:33:04.081: INFO @log_variables: train age_loss mean: 12.888642 2021-05-07 17:33:04.081: INFO @log_variables: train gender_loss mean: 0.480513 2021-05-07 17:33:04.081: INFO @log_variables: train age_mae mean: 12.665068 2021-05-07 17:33:04.081: INFO @log_variables: train gender_accuracy mean: 0.764395 2021-05-07 17:33:04.081: INFO @log_variables: train gender_confidence/loss nanmean: 0.075932 2021-05-07 17:33:04.081: INFO @log_variables: train gender_confidence/accuracy mean: 0.699436 2021-05-07 17:33:04.081: INFO @log_variables: train age_confidence/loss mean: 0.047186 2021-05-07 17:33:04.081: INFO @log_variables: train age_confidence/accuracy mean: 0.749783 2021-05-07 17:33:04.081: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 17:33:04.083: INFO @metrics_hook: train age_mae: 12.665 +-0.178 (13824) 2021-05-07 17:33:04.084: INFO @metrics_hook: train gender_accuracy: 0.764 +-0.007 (13824) 2021-05-07 17:33:06.957: INFO @decay_lr : LR updated to `0.00018634324` 2021-05-07 17:33:06.958: INFO @log_profile : T train: 30.320368 2021-05-07 17:33:06.959: INFO @log_profile : T read data: 0.388437 2021-05-07 17:33:06.959: INFO @log_profile : T hooks: 3.445040 2021-05-07 17:33:06.959: INFO @main_loop : Epoch 95 done 2021-05-07 17:33:06.959: INFO @main_loop : Training epoch 96 2021-05-07 17:33:39.350: INFO @log_variables: train loss nanmean: 2.393798 2021-05-07 17:33:39.351: INFO @log_variables: train age_loss mean: 12.792289 2021-05-07 17:33:39.351: INFO @log_variables: train gender_loss mean: 0.484298 2021-05-07 17:33:39.351: INFO @log_variables: train age_mae mean: 12.584776 2021-05-07 17:33:39.351: INFO @log_variables: train gender_accuracy mean: 0.763308 2021-05-07 17:33:39.351: INFO @log_variables: train gender_confidence/loss nanmean: 0.076266 2021-05-07 17:33:39.351: INFO @log_variables: train gender_confidence/accuracy mean: 0.695082 2021-05-07 17:33:39.351: INFO @log_variables: train age_confidence/loss mean: 0.047579 2021-05-07 17:33:39.351: INFO @log_variables: train age_confidence/accuracy mean: 0.747954 2021-05-07 17:33:39.351: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 17:33:39.354: INFO @metrics_hook: train age_mae: 12.585 +-0.179 (13807) 2021-05-07 17:33:39.356: INFO @metrics_hook: train gender_accuracy: 0.763 +-0.007 (13807) 2021-05-07 17:33:42.191: INFO @decay_lr : LR updated to `0.00018541153` 2021-05-07 17:33:42.194: INFO @log_profile : T train: 31.211278 2021-05-07 17:33:42.195: INFO @log_profile : T read data: 0.525316 2021-05-07 17:33:42.195: INFO @log_profile : T hooks: 3.434178 2021-05-07 17:33:42.195: INFO @main_loop : Epoch 96 done 2021-05-07 17:33:42.195: INFO @main_loop : Training epoch 97 2021-05-07 17:34:14.974: INFO @log_variables: train loss nanmean: 2.406471 2021-05-07 17:34:14.974: INFO @log_variables: train age_loss mean: 12.781365 2021-05-07 17:34:14.974: INFO @log_variables: train gender_loss mean: 0.471739 2021-05-07 17:34:14.974: INFO @log_variables: train age_mae mean: 12.566309 2021-05-07 17:34:14.974: INFO @log_variables: train gender_accuracy mean: 0.771195 2021-05-07 17:34:14.974: INFO @log_variables: train gender_confidence/loss nanmean: 0.075728 2021-05-07 17:34:14.974: INFO @log_variables: train gender_confidence/accuracy mean: 0.702908 2021-05-07 17:34:14.974: INFO @log_variables: train age_confidence/loss mean: 0.047493 2021-05-07 17:34:14.974: INFO @log_variables: train age_confidence/accuracy mean: 0.746817 2021-05-07 17:34:14.974: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 17:34:14.976: INFO @metrics_hook: train age_mae: 12.566 +-0.180 (13824) 2021-05-07 17:34:14.978: INFO @metrics_hook: train gender_accuracy: 0.771 +-0.007 (13824) 2021-05-07 17:34:17.841: INFO @decay_lr : LR updated to `0.00018448447` 2021-05-07 17:34:17.842: INFO @log_profile : T train: 31.746391 2021-05-07 17:34:17.842: INFO @log_profile : T read data: 0.374485 2021-05-07 17:34:17.842: INFO @log_profile : T hooks: 3.462327 2021-05-07 17:34:17.842: INFO @main_loop : Epoch 97 done 2021-05-07 17:34:17.842: INFO @main_loop : Training epoch 98 2021-05-07 17:34:50.113: INFO @log_variables: train loss nanmean: 2.381511 2021-05-07 17:34:50.115: INFO @log_variables: train age_loss mean: 12.529192 2021-05-07 17:34:50.115: INFO @log_variables: train gender_loss mean: 0.481200 2021-05-07 17:34:50.115: INFO @log_variables: train age_mae mean: 12.365162 2021-05-07 17:34:50.115: INFO @log_variables: train gender_accuracy mean: 0.768808 2021-05-07 17:34:50.115: INFO @log_variables: train gender_confidence/loss nanmean: 0.076196 2021-05-07 17:34:50.115: INFO @log_variables: train gender_confidence/accuracy mean: 0.692347 2021-05-07 17:34:50.115: INFO @log_variables: train age_confidence/loss mean: 0.048533 2021-05-07 17:34:50.115: INFO @log_variables: train age_confidence/accuracy mean: 0.736907 2021-05-07 17:34:50.115: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 17:34:50.117: INFO @metrics_hook: train age_mae: 12.365 +-0.177 (13824) 2021-05-07 17:34:50.118: INFO @metrics_hook: train gender_accuracy: 0.769 +-0.007 (13824) 2021-05-07 17:34:52.958: INFO @decay_lr : LR updated to `0.00018356205` 2021-05-07 17:34:52.959: INFO @log_profile : T train: 31.231858 2021-05-07 17:34:52.959: INFO @log_profile : T read data: 0.386058 2021-05-07 17:34:52.959: INFO @log_profile : T hooks: 3.433700 2021-05-07 17:34:52.959: INFO @main_loop : Epoch 98 done 2021-05-07 17:34:52.959: INFO @main_loop : Training epoch 99 2021-05-07 17:35:24.132: INFO @log_variables: train loss nanmean: 2.327557 2021-05-07 17:35:24.132: INFO @log_variables: train age_loss mean: 12.628758 2021-05-07 17:35:24.132: INFO @log_variables: train gender_loss mean: 0.472235 2021-05-07 17:35:24.132: INFO @log_variables: train age_mae mean: 12.434340 2021-05-07 17:35:24.132: INFO @log_variables: train gender_accuracy mean: 0.771846 2021-05-07 17:35:24.132: INFO @log_variables: train gender_confidence/loss nanmean: 0.075587 2021-05-07 17:35:24.132: INFO @log_variables: train gender_confidence/accuracy mean: 0.691406 2021-05-07 17:35:24.132: INFO @log_variables: train age_confidence/loss mean: 0.048454 2021-05-07 17:35:24.132: INFO @log_variables: train age_confidence/accuracy mean: 0.740090 2021-05-07 17:35:24.132: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 17:35:24.134: INFO @metrics_hook: train age_mae: 12.434 +-0.177 (13824) 2021-05-07 17:35:24.136: INFO @metrics_hook: train gender_accuracy: 0.772 +-0.007 (13824) 2021-05-07 17:35:26.964: INFO @decay_lr : LR updated to `0.00018264425` 2021-05-07 17:35:26.966: INFO @log_profile : T train: 30.121469 2021-05-07 17:35:26.966: INFO @log_profile : T read data: 0.401190 2021-05-07 17:35:26.966: INFO @log_profile : T hooks: 3.416540 2021-05-07 17:35:26.966: INFO @main_loop : Epoch 99 done 2021-05-07 17:35:26.966: INFO @main_loop : Training epoch 100 2021-05-07 17:35:59.672: INFO @log_variables: train loss nanmean: 2.371192 2021-05-07 17:35:59.673: INFO @log_variables: train age_loss mean: 12.732345 2021-05-07 17:35:59.673: INFO @log_variables: train gender_loss mean: 0.469831 2021-05-07 17:35:59.673: INFO @log_variables: train age_mae mean: 12.523623 2021-05-07 17:35:59.673: INFO @log_variables: train gender_accuracy mean: 0.772507 2021-05-07 17:35:59.673: INFO @log_variables: train gender_confidence/loss nanmean: 0.075631 2021-05-07 17:35:59.673: INFO @log_variables: train gender_confidence/accuracy mean: 0.698341 2021-05-07 17:35:59.673: INFO @log_variables: train age_confidence/loss mean: 0.047608 2021-05-07 17:35:59.673: INFO @log_variables: train age_confidence/accuracy mean: 0.752300 2021-05-07 17:35:59.673: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 17:35:59.676: INFO @metrics_hook: train age_mae: 12.524 +-0.176 (13807) 2021-05-07 17:35:59.678: INFO @metrics_hook: train gender_accuracy: 0.773 +-0.007 (13807) 2021-05-07 17:36:02.237: INFO @decay_lr : LR updated to `0.00018173103` 2021-05-07 17:36:02.238: INFO @log_profile : T train: 31.494392 2021-05-07 17:36:02.238: INFO @log_profile : T read data: 0.543846 2021-05-07 17:36:02.238: INFO @log_profile : T hooks: 3.166846 2021-05-07 17:36:02.238: INFO @main_loop : Epoch 100 done 2021-05-07 17:36:02.238: INFO @main_loop : Training epoch 101 2021-05-07 17:36:34.660: INFO @log_variables: train loss nanmean: 2.340580 2021-05-07 17:36:34.662: INFO @log_variables: train age_loss mean: 12.560882 2021-05-07 17:36:34.662: INFO @log_variables: train gender_loss mean: 0.471630 2021-05-07 17:36:34.662: INFO @log_variables: train age_mae mean: 12.380272 2021-05-07 17:36:34.662: INFO @log_variables: train gender_accuracy mean: 0.772714 2021-05-07 17:36:34.663: INFO @log_variables: train gender_confidence/loss nanmean: 0.076031 2021-05-07 17:36:34.663: INFO @log_variables: train gender_confidence/accuracy mean: 0.698351 2021-05-07 17:36:34.663: INFO @log_variables: train age_confidence/loss mean: 0.047665 2021-05-07 17:36:34.663: INFO @log_variables: train age_confidence/accuracy mean: 0.747251 2021-05-07 17:36:34.663: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 17:36:34.665: INFO @metrics_hook: train age_mae: 12.380 +-0.175 (13824) 2021-05-07 17:36:34.668: INFO @metrics_hook: train gender_accuracy: 0.773 +-0.007 (13824) 2021-05-07 17:36:37.567: INFO @decay_lr : LR updated to `0.00018082238` 2021-05-07 17:36:37.569: INFO @log_profile : T train: 31.407002 2021-05-07 17:36:37.569: INFO @log_profile : T read data: 0.362167 2021-05-07 17:36:37.569: INFO @log_profile : T hooks: 3.501278 2021-05-07 17:36:37.569: INFO @main_loop : Epoch 101 done 2021-05-07 17:36:37.569: INFO @main_loop : Training epoch 102 2021-05-07 17:37:09.016: INFO @log_variables: train loss nanmean: 2.330313 2021-05-07 17:37:09.016: INFO @log_variables: train age_loss mean: 12.541920 2021-05-07 17:37:09.016: INFO @log_variables: train gender_loss mean: 0.468335 2021-05-07 17:37:09.016: INFO @log_variables: train age_mae mean: 12.364313 2021-05-07 17:37:09.017: INFO @log_variables: train gender_accuracy mean: 0.772352 2021-05-07 17:37:09.017: INFO @log_variables: train gender_confidence/loss nanmean: 0.075278 2021-05-07 17:37:09.017: INFO @log_variables: train gender_confidence/accuracy mean: 0.706453 2021-05-07 17:37:09.017: INFO @log_variables: train age_confidence/loss mean: 0.047602 2021-05-07 17:37:09.017: INFO @log_variables: train age_confidence/accuracy mean: 0.749928 2021-05-07 17:37:09.017: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 17:37:09.019: INFO @metrics_hook: train age_mae: 12.364 +-0.176 (13824) 2021-05-07 17:37:09.021: INFO @metrics_hook: train gender_accuracy: 0.772 +-0.007 (13824) 2021-05-07 17:37:11.858: INFO @decay_lr : LR updated to `0.00017991826` 2021-05-07 17:37:11.859: INFO @log_profile : T train: 30.428009 2021-05-07 17:37:11.859: INFO @log_profile : T read data: 0.375141 2021-05-07 17:37:11.859: INFO @log_profile : T hooks: 3.422719 2021-05-07 17:37:11.859: INFO @main_loop : Epoch 102 done 2021-05-07 17:37:11.859: INFO @main_loop : Training epoch 103 2021-05-07 17:37:44.084: INFO @log_variables: train loss nanmean: 2.321561 2021-05-07 17:37:44.085: INFO @log_variables: train age_loss mean: 12.711670 2021-05-07 17:37:44.085: INFO @log_variables: train gender_loss mean: 0.463790 2021-05-07 17:37:44.085: INFO @log_variables: train age_mae mean: 12.498464 2021-05-07 17:37:44.085: INFO @log_variables: train gender_accuracy mean: 0.777721 2021-05-07 17:37:44.086: INFO @log_variables: train gender_confidence/loss nanmean: 0.075853 2021-05-07 17:37:44.086: INFO @log_variables: train gender_confidence/accuracy mean: 0.705874 2021-05-07 17:37:44.086: INFO @log_variables: train age_confidence/loss mean: 0.046804 2021-05-07 17:37:44.086: INFO @log_variables: train age_confidence/accuracy mean: 0.755559 2021-05-07 17:37:44.086: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 17:37:44.088: INFO @metrics_hook: train age_mae: 12.498 +-0.177 (13807) 2021-05-07 17:37:44.090: INFO @metrics_hook: train gender_accuracy: 0.778 +-0.007 (13807) 2021-05-07 17:37:46.959: INFO @decay_lr : LR updated to `0.00017901868` 2021-05-07 17:37:46.960: INFO @log_profile : T train: 31.053913 2021-05-07 17:37:46.960: INFO @log_profile : T read data: 0.541282 2021-05-07 17:37:46.960: INFO @log_profile : T hooks: 3.443297 2021-05-07 17:37:46.960: INFO @main_loop : Epoch 103 done 2021-05-07 17:37:46.961: INFO @main_loop : Training epoch 104 2021-05-07 17:38:18.338: INFO @log_variables: train loss nanmean: 2.347586 2021-05-07 17:38:18.338: INFO @log_variables: train age_loss mean: 12.616665 2021-05-07 17:38:18.338: INFO @log_variables: train gender_loss mean: 0.473608 2021-05-07 17:38:18.338: INFO @log_variables: train age_mae mean: 12.430707 2021-05-07 17:38:18.338: INFO @log_variables: train gender_accuracy mean: 0.766855 2021-05-07 17:38:18.338: INFO @log_variables: train gender_confidence/loss nanmean: 0.074908 2021-05-07 17:38:18.338: INFO @log_variables: train gender_confidence/accuracy mean: 0.699436 2021-05-07 17:38:18.338: INFO @log_variables: train age_confidence/loss mean: 0.048225 2021-05-07 17:38:18.338: INFO @log_variables: train age_confidence/accuracy mean: 0.743345 2021-05-07 17:38:18.339: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 17:38:18.340: INFO @metrics_hook: train age_mae: 12.431 +-0.179 (13824) 2021-05-07 17:38:18.341: INFO @metrics_hook: train gender_accuracy: 0.767 +-0.007 (13824) 2021-05-07 17:38:21.199: INFO @decay_lr : LR updated to `0.00017812359` 2021-05-07 17:38:21.201: INFO @log_profile : T train: 30.340794 2021-05-07 17:38:21.201: INFO @log_profile : T read data: 0.380735 2021-05-07 17:38:21.201: INFO @log_profile : T hooks: 3.453123 2021-05-07 17:38:21.201: INFO @main_loop : Epoch 104 done 2021-05-07 17:38:21.201: INFO @main_loop : Training epoch 105 2021-05-07 17:38:53.507: INFO @log_variables: train loss nanmean: 2.335313 2021-05-07 17:38:53.509: INFO @log_variables: train age_loss mean: 12.486713 2021-05-07 17:38:53.509: INFO @log_variables: train gender_loss mean: 0.470499 2021-05-07 17:38:53.509: INFO @log_variables: train age_mae mean: 12.308856 2021-05-07 17:38:53.509: INFO @log_variables: train gender_accuracy mean: 0.773783 2021-05-07 17:38:53.509: INFO @log_variables: train gender_confidence/loss nanmean: 0.075888 2021-05-07 17:38:53.509: INFO @log_variables: train gender_confidence/accuracy mean: 0.699052 2021-05-07 17:38:53.509: INFO @log_variables: train age_confidence/loss mean: 0.048043 2021-05-07 17:38:53.509: INFO @log_variables: train age_confidence/accuracy mean: 0.742458 2021-05-07 17:38:53.509: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 17:38:53.512: INFO @metrics_hook: train age_mae: 12.309 +-0.175 (13823) 2021-05-07 17:38:53.514: INFO @metrics_hook: train gender_accuracy: 0.774 +-0.007 (13823) 2021-05-07 17:38:56.279: INFO @decay_lr : LR updated to `0.00017723297` 2021-05-07 17:38:56.283: INFO @log_profile : T train: 31.236976 2021-05-07 17:38:56.283: INFO @log_profile : T read data: 0.405789 2021-05-07 17:38:56.283: INFO @log_profile : T hooks: 3.370655 2021-05-07 17:38:56.283: INFO @main_loop : Epoch 105 done 2021-05-07 17:38:56.283: INFO @main_loop : Training epoch 106 2021-05-07 17:39:29.112: INFO @log_variables: train loss nanmean: 2.323002 2021-05-07 17:39:29.113: INFO @log_variables: train age_loss mean: 12.636780 2021-05-07 17:39:29.113: INFO @log_variables: train gender_loss mean: 0.463459 2021-05-07 17:39:29.113: INFO @log_variables: train age_mae mean: 12.454045 2021-05-07 17:39:29.113: INFO @log_variables: train gender_accuracy mean: 0.776476 2021-05-07 17:39:29.113: INFO @log_variables: train gender_confidence/loss nanmean: 0.075067 2021-05-07 17:39:29.113: INFO @log_variables: train gender_confidence/accuracy mean: 0.702402 2021-05-07 17:39:29.113: INFO @log_variables: train age_confidence/loss mean: 0.047411 2021-05-07 17:39:29.113: INFO @log_variables: train age_confidence/accuracy mean: 0.749349 2021-05-07 17:39:29.113: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 17:39:29.116: INFO @metrics_hook: train age_mae: 12.454 +-0.178 (13824) 2021-05-07 17:39:29.118: INFO @metrics_hook: train gender_accuracy: 0.776 +-0.007 (13824) 2021-05-07 17:39:31.975: INFO @decay_lr : LR updated to `0.0001763468` 2021-05-07 17:39:31.977: INFO @log_profile : T train: 31.823805 2021-05-07 17:39:31.978: INFO @log_profile : T read data: 0.364038 2021-05-07 17:39:31.978: INFO @log_profile : T hooks: 3.443272 2021-05-07 17:39:31.978: INFO @main_loop : Epoch 106 done 2021-05-07 17:39:31.978: INFO @main_loop : Training epoch 107 2021-05-07 17:40:03.190: INFO @log_variables: train loss nanmean: 2.340058 2021-05-07 17:40:03.190: INFO @log_variables: train age_loss mean: 12.487059 2021-05-07 17:40:03.190: INFO @log_variables: train gender_loss mean: 0.462766 2021-05-07 17:40:03.190: INFO @log_variables: train age_mae mean: 12.301661 2021-05-07 17:40:03.190: INFO @log_variables: train gender_accuracy mean: 0.779677 2021-05-07 17:40:03.190: INFO @log_variables: train gender_confidence/loss nanmean: 0.076071 2021-05-07 17:40:03.190: INFO @log_variables: train gender_confidence/accuracy mean: 0.696313 2021-05-07 17:40:03.190: INFO @log_variables: train age_confidence/loss mean: 0.048031 2021-05-07 17:40:03.190: INFO @log_variables: train age_confidence/accuracy mean: 0.745129 2021-05-07 17:40:03.190: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 17:40:03.193: INFO @metrics_hook: train age_mae: 12.302 +-0.176 (13807) 2021-05-07 17:40:03.195: INFO @metrics_hook: train gender_accuracy: 0.780 +-0.007 (13807) 2021-05-07 17:40:06.086: INFO @decay_lr : LR updated to `0.00017546507` 2021-05-07 17:40:06.088: INFO @log_profile : T train: 30.027715 2021-05-07 17:40:06.088: INFO @log_profile : T read data: 0.516545 2021-05-07 17:40:06.088: INFO @log_profile : T hooks: 3.502155 2021-05-07 17:40:06.088: INFO @main_loop : Epoch 107 done 2021-05-07 17:40:06.088: INFO @main_loop : Training epoch 108 2021-05-07 17:40:38.341: INFO @log_variables: train loss nanmean: 2.327214 2021-05-07 17:40:38.342: INFO @log_variables: train age_loss mean: 12.458905 2021-05-07 17:40:38.342: INFO @log_variables: train gender_loss mean: 0.464389 2021-05-07 17:40:38.342: INFO @log_variables: train age_mae mean: 12.272461 2021-05-07 17:40:38.342: INFO @log_variables: train gender_accuracy mean: 0.780382 2021-05-07 17:40:38.342: INFO @log_variables: train gender_confidence/loss nanmean: 0.076778 2021-05-07 17:40:38.342: INFO @log_variables: train gender_confidence/accuracy mean: 0.704427 2021-05-07 17:40:38.342: INFO @log_variables: train age_confidence/loss mean: 0.048671 2021-05-07 17:40:38.342: INFO @log_variables: train age_confidence/accuracy mean: 0.736400 2021-05-07 17:40:38.342: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 17:40:38.344: INFO @metrics_hook: train age_mae: 12.272 +-0.176 (13824) 2021-05-07 17:40:38.346: INFO @metrics_hook: train gender_accuracy: 0.780 +-0.007 (13824) 2021-05-07 17:40:41.237: INFO @decay_lr : LR updated to `0.00017458775` 2021-05-07 17:40:41.239: INFO @log_profile : T train: 31.231108 2021-05-07 17:40:41.239: INFO @log_profile : T read data: 0.379685 2021-05-07 17:40:41.239: INFO @log_profile : T hooks: 3.475844 2021-05-07 17:40:41.239: INFO @main_loop : Epoch 108 done 2021-05-07 17:40:41.239: INFO @main_loop : Training epoch 109 2021-05-07 17:41:12.515: INFO @log_variables: train loss nanmean: 2.336035 2021-05-07 17:41:12.516: INFO @log_variables: train age_loss mean: 12.550352 2021-05-07 17:41:12.516: INFO @log_variables: train gender_loss mean: 0.463230 2021-05-07 17:41:12.516: INFO @log_variables: train age_mae mean: 12.381536 2021-05-07 17:41:12.516: INFO @log_variables: train gender_accuracy mean: 0.776476 2021-05-07 17:41:12.516: INFO @log_variables: train gender_confidence/loss nanmean: 0.075217 2021-05-07 17:41:12.516: INFO @log_variables: train gender_confidence/accuracy mean: 0.701895 2021-05-07 17:41:12.516: INFO @log_variables: train age_confidence/loss mean: 0.048457 2021-05-07 17:41:12.516: INFO @log_variables: train age_confidence/accuracy mean: 0.740668 2021-05-07 17:41:12.516: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 17:41:12.520: INFO @metrics_hook: train age_mae: 12.382 +-0.178 (13824) 2021-05-07 17:41:12.522: INFO @metrics_hook: train gender_accuracy: 0.776 +-0.007 (13824) 2021-05-07 17:41:15.368: INFO @decay_lr : LR updated to `0.00017371481` 2021-05-07 17:41:15.369: INFO @log_profile : T train: 30.234460 2021-05-07 17:41:15.369: INFO @log_profile : T read data: 0.375443 2021-05-07 17:41:15.369: INFO @log_profile : T hooks: 3.454828 2021-05-07 17:41:15.369: INFO @main_loop : Epoch 109 done 2021-05-07 17:41:15.369: INFO @main_loop : Training epoch 110 2021-05-07 17:41:47.160: INFO @log_variables: train loss nanmean: 2.289568 2021-05-07 17:41:47.163: INFO @log_variables: train age_loss mean: 12.295706 2021-05-07 17:41:47.163: INFO @log_variables: train gender_loss mean: 0.463153 2021-05-07 17:41:47.163: INFO @log_variables: train age_mae mean: 12.150544 2021-05-07 17:41:47.164: INFO @log_variables: train gender_accuracy mean: 0.772724 2021-05-07 17:41:47.164: INFO @log_variables: train gender_confidence/loss nanmean: 0.074341 2021-05-07 17:41:47.164: INFO @log_variables: train gender_confidence/accuracy mean: 0.708843 2021-05-07 17:41:47.164: INFO @log_variables: train age_confidence/loss mean: 0.047991 2021-05-07 17:41:47.164: INFO @log_variables: train age_confidence/accuracy mean: 0.745998 2021-05-07 17:41:47.164: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 17:41:47.167: INFO @metrics_hook: train age_mae: 12.151 +-0.177 (13807) 2021-05-07 17:41:47.172: INFO @metrics_hook: train gender_accuracy: 0.773 +-0.007 (13807) 2021-05-07 17:41:50.075: INFO @decay_lr : LR updated to `0.00017284624` 2021-05-07 17:41:50.077: INFO @log_profile : T train: 30.614598 2021-05-07 17:41:50.077: INFO @log_profile : T read data: 0.533783 2021-05-07 17:41:50.077: INFO @log_profile : T hooks: 3.494736 2021-05-07 17:41:50.077: INFO @main_loop : Epoch 110 done 2021-05-07 17:41:50.077: INFO @main_loop : Training epoch 111 2021-05-07 17:42:22.968: INFO @log_variables: train loss nanmean: 2.286117 2021-05-07 17:42:22.968: INFO @log_variables: train age_loss mean: 12.261094 2021-05-07 17:42:22.968: INFO @log_variables: train gender_loss mean: 0.463242 2021-05-07 17:42:22.968: INFO @log_variables: train age_mae mean: 12.121232 2021-05-07 17:42:22.969: INFO @log_variables: train gender_accuracy mean: 0.777199 2021-05-07 17:42:22.969: INFO @log_variables: train gender_confidence/loss nanmean: 0.075768 2021-05-07 17:42:22.969: INFO @log_variables: train gender_confidence/accuracy mean: 0.700014 2021-05-07 17:42:22.969: INFO @log_variables: train age_confidence/loss mean: 0.048971 2021-05-07 17:42:22.969: INFO @log_variables: train age_confidence/accuracy mean: 0.734303 2021-05-07 17:42:22.969: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 17:42:22.973: INFO @metrics_hook: train age_mae: 12.121 +-0.176 (13824) 2021-05-07 17:42:22.976: INFO @metrics_hook: train gender_accuracy: 0.777 +-0.007 (13824) 2021-05-07 17:42:25.787: INFO @decay_lr : LR updated to `0.000171982` 2021-05-07 17:42:25.795: INFO @log_profile : T train: 31.853899 2021-05-07 17:42:25.795: INFO @log_profile : T read data: 0.381259 2021-05-07 17:42:25.796: INFO @log_profile : T hooks: 3.418946 2021-05-07 17:42:25.796: INFO @main_loop : Epoch 111 done 2021-05-07 17:42:25.796: INFO @main_loop : Training epoch 112 2021-05-07 17:42:58.414: INFO @log_variables: train loss nanmean: 2.321037 2021-05-07 17:42:58.415: INFO @log_variables: train age_loss mean: 12.304049 2021-05-07 17:42:58.415: INFO @log_variables: train gender_loss mean: 0.456418 2021-05-07 17:42:58.415: INFO @log_variables: train age_mae mean: 12.130713 2021-05-07 17:42:58.415: INFO @log_variables: train gender_accuracy mean: 0.785229 2021-05-07 17:42:58.415: INFO @log_variables: train gender_confidence/loss nanmean: 0.075849 2021-05-07 17:42:58.415: INFO @log_variables: train gender_confidence/accuracy mean: 0.709925 2021-05-07 17:42:58.415: INFO @log_variables: train age_confidence/loss mean: 0.048471 2021-05-07 17:42:58.415: INFO @log_variables: train age_confidence/accuracy mean: 0.739149 2021-05-07 17:42:58.415: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 17:42:58.417: INFO @metrics_hook: train age_mae: 12.131 +-0.173 (13824) 2021-05-07 17:42:58.420: INFO @metrics_hook: train gender_accuracy: 0.785 +-0.007 (13824) 2021-05-07 17:43:01.214: INFO @decay_lr : LR updated to `0.00017112208` 2021-05-07 17:43:01.216: INFO @log_profile : T train: 31.534959 2021-05-07 17:43:01.216: INFO @log_profile : T read data: 0.386302 2021-05-07 17:43:01.216: INFO @log_profile : T hooks: 3.433366 2021-05-07 17:43:01.216: INFO @main_loop : Epoch 112 done 2021-05-07 17:43:01.216: INFO @main_loop : Training epoch 113 2021-05-07 17:43:33.315: INFO @log_variables: train loss nanmean: 2.305594 2021-05-07 17:43:33.315: INFO @log_variables: train age_loss mean: 12.403247 2021-05-07 17:43:33.315: INFO @log_variables: train gender_loss mean: 0.443691 2021-05-07 17:43:33.315: INFO @log_variables: train age_mae mean: 12.242585 2021-05-07 17:43:33.316: INFO @log_variables: train gender_accuracy mean: 0.788701 2021-05-07 17:43:33.316: INFO @log_variables: train gender_confidence/loss nanmean: 0.075244 2021-05-07 17:43:33.316: INFO @log_variables: train gender_confidence/accuracy mean: 0.706091 2021-05-07 17:43:33.316: INFO @log_variables: train age_confidence/loss mean: 0.048468 2021-05-07 17:43:33.316: INFO @log_variables: train age_confidence/accuracy mean: 0.739439 2021-05-07 17:43:33.316: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 17:43:33.321: INFO @metrics_hook: train age_mae: 12.243 +-0.175 (13824) 2021-05-07 17:43:33.323: INFO @metrics_hook: train gender_accuracy: 0.789 +-0.007 (13824) 2021-05-07 17:43:38.016: INFO @decay_lr : LR updated to `0.00017026647` 2021-05-07 17:43:38.018: INFO @log_profile : T train: 31.069127 2021-05-07 17:43:38.018: INFO @log_profile : T read data: 0.366006 2021-05-07 17:43:38.018: INFO @log_profile : T hooks: 5.303897 2021-05-07 17:43:38.019: INFO @main_loop : Epoch 113 done 2021-05-07 17:43:38.019: INFO @main_loop : Training epoch 114 2021-05-07 17:44:09.596: INFO @log_variables: train loss nanmean: 2.290104 2021-05-07 17:44:09.596: INFO @log_variables: train age_loss mean: 12.368202 2021-05-07 17:44:09.596: INFO @log_variables: train gender_loss mean: 0.456477 2021-05-07 17:44:09.596: INFO @log_variables: train age_mae mean: 12.192061 2021-05-07 17:44:09.596: INFO @log_variables: train gender_accuracy mean: 0.779822 2021-05-07 17:44:09.596: INFO @log_variables: train gender_confidence/loss nanmean: 0.075847 2021-05-07 17:44:09.597: INFO @log_variables: train gender_confidence/accuracy mean: 0.700949 2021-05-07 17:44:09.597: INFO @log_variables: train age_confidence/loss mean: 0.048721 2021-05-07 17:44:09.597: INFO @log_variables: train age_confidence/accuracy mean: 0.738973 2021-05-07 17:44:09.597: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 17:44:09.599: INFO @metrics_hook: train age_mae: 12.192 +-0.177 (13807) 2021-05-07 17:44:09.602: INFO @metrics_hook: train gender_accuracy: 0.780 +-0.007 (13807) 2021-05-07 17:44:12.390: INFO @decay_lr : LR updated to `0.00016941514` 2021-05-07 17:44:12.392: INFO @log_profile : T train: 30.414974 2021-05-07 17:44:12.392: INFO @log_profile : T read data: 0.507267 2021-05-07 17:44:12.392: INFO @log_profile : T hooks: 3.386763 2021-05-07 17:44:12.392: INFO @main_loop : Epoch 114 done 2021-05-07 17:44:12.392: INFO @main_loop : Training epoch 115 2021-05-07 17:44:44.735: INFO @log_variables: train loss nanmean: 2.294848 2021-05-07 17:44:44.736: INFO @log_variables: train age_loss mean: 12.360238 2021-05-07 17:44:44.736: INFO @log_variables: train gender_loss mean: 0.460919 2021-05-07 17:44:44.736: INFO @log_variables: train age_mae mean: 12.191268 2021-05-07 17:44:44.736: INFO @log_variables: train gender_accuracy mean: 0.779225 2021-05-07 17:44:44.736: INFO @log_variables: train gender_confidence/loss nanmean: 0.075878 2021-05-07 17:44:44.736: INFO @log_variables: train gender_confidence/accuracy mean: 0.703270 2021-05-07 17:44:44.736: INFO @log_variables: train age_confidence/loss mean: 0.048026 2021-05-07 17:44:44.736: INFO @log_variables: train age_confidence/accuracy mean: 0.743634 2021-05-07 17:44:44.736: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 17:44:44.738: INFO @metrics_hook: train age_mae: 12.191 +-0.175 (13824) 2021-05-07 17:44:44.741: INFO @metrics_hook: train gender_accuracy: 0.779 +-0.007 (13824) 2021-05-07 17:44:47.596: INFO @decay_lr : LR updated to `0.00016856806` 2021-05-07 17:44:47.598: INFO @log_profile : T train: 31.341710 2021-05-07 17:44:47.598: INFO @log_profile : T read data: 0.374142 2021-05-07 17:44:47.598: INFO @log_profile : T hooks: 3.423580 2021-05-07 17:44:47.598: INFO @main_loop : Epoch 115 done 2021-05-07 17:44:47.598: INFO @main_loop : Training epoch 116 2021-05-07 17:45:19.018: INFO @log_variables: train loss nanmean: 2.271021 2021-05-07 17:45:19.018: INFO @log_variables: train age_loss mean: 12.312201 2021-05-07 17:45:19.018: INFO @log_variables: train gender_loss mean: 0.448607 2021-05-07 17:45:19.018: INFO @log_variables: train age_mae mean: 12.149172 2021-05-07 17:45:19.018: INFO @log_variables: train gender_accuracy mean: 0.788701 2021-05-07 17:45:19.018: INFO @log_variables: train gender_confidence/loss nanmean: 0.075956 2021-05-07 17:45:19.019: INFO @log_variables: train gender_confidence/accuracy mean: 0.708333 2021-05-07 17:45:19.019: INFO @log_variables: train age_confidence/loss mean: 0.048315 2021-05-07 17:45:19.019: INFO @log_variables: train age_confidence/accuracy mean: 0.741609 2021-05-07 17:45:19.019: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 17:45:19.021: INFO @metrics_hook: train age_mae: 12.149 +-0.175 (13824) 2021-05-07 17:45:19.023: INFO @metrics_hook: train gender_accuracy: 0.789 +-0.007 (13824) 2021-05-07 17:45:21.967: INFO @decay_lr : LR updated to `0.00016772521` 2021-05-07 17:45:21.969: INFO @log_profile : T train: 30.419516 2021-05-07 17:45:21.969: INFO @log_profile : T read data: 0.367473 2021-05-07 17:45:21.969: INFO @log_profile : T hooks: 3.520252 2021-05-07 17:45:21.969: INFO @main_loop : Epoch 116 done 2021-05-07 17:45:21.969: INFO @main_loop : Training epoch 117 2021-05-07 17:45:54.390: INFO @log_variables: train loss nanmean: 2.289507 2021-05-07 17:45:54.390: INFO @log_variables: train age_loss mean: 12.278174 2021-05-07 17:45:54.390: INFO @log_variables: train gender_loss mean: 0.455524 2021-05-07 17:45:54.390: INFO @log_variables: train age_mae mean: 12.127071 2021-05-07 17:45:54.390: INFO @log_variables: train gender_accuracy mean: 0.783660 2021-05-07 17:45:54.390: INFO @log_variables: train gender_confidence/loss nanmean: 0.075960 2021-05-07 17:45:54.391: INFO @log_variables: train gender_confidence/accuracy mean: 0.705512 2021-05-07 17:45:54.391: INFO @log_variables: train age_confidence/loss mean: 0.048797 2021-05-07 17:45:54.391: INFO @log_variables: train age_confidence/accuracy mean: 0.738031 2021-05-07 17:45:54.391: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 17:45:54.393: INFO @metrics_hook: train age_mae: 12.127 +-0.176 (13807) 2021-05-07 17:45:54.395: INFO @metrics_hook: train gender_accuracy: 0.784 +-0.007 (13807) 2021-05-07 17:45:57.269: INFO @decay_lr : LR updated to `0.00016688659` 2021-05-07 17:45:57.270: INFO @log_profile : T train: 31.230536 2021-05-07 17:45:57.270: INFO @log_profile : T read data: 0.533492 2021-05-07 17:45:57.270: INFO @log_profile : T hooks: 3.470822 2021-05-07 17:45:57.270: INFO @main_loop : Epoch 117 done 2021-05-07 17:45:57.270: INFO @main_loop : Training epoch 118 2021-05-07 17:46:29.841: INFO @log_variables: train loss nanmean: 2.259831 2021-05-07 17:46:29.841: INFO @log_variables: train age_loss mean: 12.133730 2021-05-07 17:46:29.841: INFO @log_variables: train gender_loss mean: 0.451230 2021-05-07 17:46:29.841: INFO @log_variables: train age_mae mean: 12.017709 2021-05-07 17:46:29.841: INFO @log_variables: train gender_accuracy mean: 0.781322 2021-05-07 17:46:29.841: INFO @log_variables: train gender_confidence/loss nanmean: 0.074684 2021-05-07 17:46:29.841: INFO @log_variables: train gender_confidence/accuracy mean: 0.707755 2021-05-07 17:46:29.841: INFO @log_variables: train age_confidence/loss mean: 0.048354 2021-05-07 17:46:29.841: INFO @log_variables: train age_confidence/accuracy mean: 0.740234 2021-05-07 17:46:29.842: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 17:46:29.843: INFO @metrics_hook: train age_mae: 12.018 +-0.173 (13824) 2021-05-07 17:46:29.845: INFO @metrics_hook: train gender_accuracy: 0.781 +-0.007 (13824) 2021-05-07 17:46:32.683: INFO @decay_lr : LR updated to `0.00016605215` 2021-05-07 17:46:32.685: INFO @log_profile : T train: 31.543675 2021-05-07 17:46:32.685: INFO @log_profile : T read data: 0.379950 2021-05-07 17:46:32.685: INFO @log_profile : T hooks: 3.426594 2021-05-07 17:46:32.685: INFO @main_loop : Epoch 118 done 2021-05-07 17:46:32.686: INFO @main_loop : Training epoch 119 2021-05-07 17:47:05.002: INFO @log_variables: train loss nanmean: 2.254715 2021-05-07 17:47:05.002: INFO @log_variables: train age_loss mean: 12.181824 2021-05-07 17:47:05.002: INFO @log_variables: train gender_loss mean: 0.458697 2021-05-07 17:47:05.002: INFO @log_variables: train age_mae mean: 12.032080 2021-05-07 17:47:05.002: INFO @log_variables: train gender_accuracy mean: 0.781684 2021-05-07 17:47:05.002: INFO @log_variables: train gender_confidence/loss nanmean: 0.075333 2021-05-07 17:47:05.002: INFO @log_variables: train gender_confidence/accuracy mean: 0.707393 2021-05-07 17:47:05.002: INFO @log_variables: train age_confidence/loss mean: 0.048493 2021-05-07 17:47:05.002: INFO @log_variables: train age_confidence/accuracy mean: 0.738498 2021-05-07 17:47:05.002: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 17:47:05.004: INFO @metrics_hook: train age_mae: 12.032 +-0.175 (13824) 2021-05-07 17:47:05.005: INFO @metrics_hook: train gender_accuracy: 0.782 +-0.007 (13824) 2021-05-07 17:47:07.840: INFO @decay_lr : LR updated to `0.00016522189` 2021-05-07 17:47:07.841: INFO @log_profile : T train: 31.319170 2021-05-07 17:47:07.841: INFO @log_profile : T read data: 0.365425 2021-05-07 17:47:07.841: INFO @log_profile : T hooks: 3.408156 2021-05-07 17:47:07.842: INFO @main_loop : Epoch 119 done 2021-05-07 17:47:07.842: INFO @main_loop : Training epoch 120 2021-05-07 17:47:40.134: INFO @log_variables: train loss nanmean: 2.251558 2021-05-07 17:47:40.136: INFO @log_variables: train age_loss mean: 12.215144 2021-05-07 17:47:40.136: INFO @log_variables: train gender_loss mean: 0.455149 2021-05-07 17:47:40.136: INFO @log_variables: train age_mae mean: 12.067988 2021-05-07 17:47:40.136: INFO @log_variables: train gender_accuracy mean: 0.780474 2021-05-07 17:47:40.136: INFO @log_variables: train gender_confidence/loss nanmean: 0.075052 2021-05-07 17:47:40.136: INFO @log_variables: train gender_confidence/accuracy mean: 0.707033 2021-05-07 17:47:40.137: INFO @log_variables: train age_confidence/loss mean: 0.048961 2021-05-07 17:47:40.137: INFO @log_variables: train age_confidence/accuracy mean: 0.736221 2021-05-07 17:47:40.137: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 17:47:40.140: INFO @metrics_hook: train age_mae: 12.068 +-0.175 (13807) 2021-05-07 17:47:40.142: INFO @metrics_hook: train gender_accuracy: 0.780 +-0.007 (13807) 2021-05-07 17:47:42.962: INFO @decay_lr : LR updated to `0.00016439578` 2021-05-07 17:47:42.966: INFO @log_profile : T train: 31.120512 2021-05-07 17:47:42.966: INFO @log_profile : T read data: 0.530776 2021-05-07 17:47:42.966: INFO @log_profile : T hooks: 3.409143 2021-05-07 17:47:42.967: INFO @main_loop : Epoch 120 done 2021-05-07 17:47:42.967: INFO @main_loop : Training epoch 121 2021-05-07 17:48:15.264: INFO @log_variables: train loss nanmean: 2.246710 2021-05-07 17:48:15.264: INFO @log_variables: train age_loss mean: 12.078029 2021-05-07 17:48:15.264: INFO @log_variables: train gender_loss mean: 0.444505 2021-05-07 17:48:15.265: INFO @log_variables: train age_mae mean: 11.950514 2021-05-07 17:48:15.265: INFO @log_variables: train gender_accuracy mean: 0.789047 2021-05-07 17:48:15.265: INFO @log_variables: train gender_confidence/loss nanmean: 0.075200 2021-05-07 17:48:15.265: INFO @log_variables: train gender_confidence/accuracy mean: 0.708240 2021-05-07 17:48:15.265: INFO @log_variables: train age_confidence/loss mean: 0.049048 2021-05-07 17:48:15.265: INFO @log_variables: train age_confidence/accuracy mean: 0.738769 2021-05-07 17:48:15.265: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 17:48:15.267: INFO @metrics_hook: train age_mae: 11.951 +-0.173 (13823) 2021-05-07 17:48:15.268: INFO @metrics_hook: train gender_accuracy: 0.789 +-0.007 (13823) 2021-05-07 17:48:18.154: INFO @decay_lr : LR updated to `0.0001635738` 2021-05-07 17:48:18.156: INFO @log_profile : T train: 31.252231 2021-05-07 17:48:18.156: INFO @log_profile : T read data: 0.382616 2021-05-07 17:48:18.156: INFO @log_profile : T hooks: 3.489975 2021-05-07 17:48:18.156: INFO @main_loop : Epoch 121 done 2021-05-07 17:48:18.156: INFO @main_loop : Training epoch 122 2021-05-07 17:48:50.456: INFO @log_variables: train loss nanmean: 2.261844 2021-05-07 17:48:50.456: INFO @log_variables: train age_loss mean: 12.159951 2021-05-07 17:48:50.456: INFO @log_variables: train gender_loss mean: 0.450034 2021-05-07 17:48:50.456: INFO @log_variables: train age_mae mean: 12.032902 2021-05-07 17:48:50.456: INFO @log_variables: train gender_accuracy mean: 0.789062 2021-05-07 17:48:50.456: INFO @log_variables: train gender_confidence/loss nanmean: 0.076042 2021-05-07 17:48:50.456: INFO @log_variables: train gender_confidence/accuracy mean: 0.707755 2021-05-07 17:48:50.456: INFO @log_variables: train age_confidence/loss mean: 0.049209 2021-05-07 17:48:50.457: INFO @log_variables: train age_confidence/accuracy mean: 0.732494 2021-05-07 17:48:50.457: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 17:48:50.458: INFO @metrics_hook: train age_mae: 12.033 +-0.175 (13824) 2021-05-07 17:48:50.461: INFO @metrics_hook: train gender_accuracy: 0.789 +-0.007 (13824) 2021-05-07 17:48:53.224: INFO @decay_lr : LR updated to `0.00016275592` 2021-05-07 17:48:53.226: INFO @log_profile : T train: 31.293277 2021-05-07 17:48:53.227: INFO @log_profile : T read data: 0.369441 2021-05-07 17:48:53.227: INFO @log_profile : T hooks: 3.345738 2021-05-07 17:48:53.227: INFO @main_loop : Epoch 122 done 2021-05-07 17:48:53.227: INFO @main_loop : Training epoch 123 2021-05-07 17:49:24.464: INFO @log_variables: train loss nanmean: 2.275728 2021-05-07 17:49:24.464: INFO @log_variables: train age_loss mean: 12.084208 2021-05-07 17:49:24.464: INFO @log_variables: train gender_loss mean: 0.450046 2021-05-07 17:49:24.464: INFO @log_variables: train age_mae mean: 11.954163 2021-05-07 17:49:24.464: INFO @log_variables: train gender_accuracy mean: 0.786515 2021-05-07 17:49:24.465: INFO @log_variables: train gender_confidence/loss nanmean: 0.075428 2021-05-07 17:49:24.465: INFO @log_variables: train gender_confidence/accuracy mean: 0.707155 2021-05-07 17:49:24.465: INFO @log_variables: train age_confidence/loss mean: 0.049250 2021-05-07 17:49:24.465: INFO @log_variables: train age_confidence/accuracy mean: 0.730449 2021-05-07 17:49:24.465: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 17:49:24.467: INFO @metrics_hook: train age_mae: 11.954 +-0.173 (13823) 2021-05-07 17:49:24.469: INFO @metrics_hook: train gender_accuracy: 0.787 +-0.007 (13823) 2021-05-07 17:49:27.274: INFO @decay_lr : LR updated to `0.00016194214` 2021-05-07 17:49:27.275: INFO @log_profile : T train: 30.195393 2021-05-07 17:49:27.275: INFO @log_profile : T read data: 0.378663 2021-05-07 17:49:27.275: INFO @log_profile : T hooks: 3.408719 2021-05-07 17:49:27.275: INFO @main_loop : Epoch 123 done 2021-05-07 17:49:27.275: INFO @main_loop : Training epoch 124 2021-05-07 17:49:59.701: INFO @log_variables: train loss nanmean: 2.253162 2021-05-07 17:49:59.701: INFO @log_variables: train age_loss mean: 12.244177 2021-05-07 17:49:59.702: INFO @log_variables: train gender_loss mean: 0.444121 2021-05-07 17:49:59.702: INFO @log_variables: train age_mae mean: 12.098526 2021-05-07 17:49:59.702: INFO @log_variables: train gender_accuracy mean: 0.790396 2021-05-07 17:49:59.702: INFO @log_variables: train gender_confidence/loss nanmean: 0.075298 2021-05-07 17:49:59.702: INFO @log_variables: train gender_confidence/accuracy mean: 0.709712 2021-05-07 17:49:59.702: INFO @log_variables: train age_confidence/loss mean: 0.047839 2021-05-07 17:49:59.702: INFO @log_variables: train age_confidence/accuracy mean: 0.745057 2021-05-07 17:49:59.702: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 17:49:59.704: INFO @metrics_hook: train age_mae: 12.099 +-0.174 (13807) 2021-05-07 17:49:59.706: INFO @metrics_hook: train gender_accuracy: 0.790 +-0.007 (13807) 2021-05-07 17:50:02.560: INFO @decay_lr : LR updated to `0.00016113243` 2021-05-07 17:50:02.564: INFO @log_profile : T train: 31.291176 2021-05-07 17:50:02.564: INFO @log_profile : T read data: 0.503095 2021-05-07 17:50:02.564: INFO @log_profile : T hooks: 3.429656 2021-05-07 17:50:02.565: INFO @main_loop : Epoch 124 done 2021-05-07 17:50:02.565: INFO @main_loop : Training epoch 125 2021-05-07 17:50:34.685: INFO @log_variables: train loss nanmean: 2.270138 2021-05-07 17:50:34.685: INFO @log_variables: train age_loss mean: 12.191676 2021-05-07 17:50:34.686: INFO @log_variables: train gender_loss mean: 0.446128 2021-05-07 17:50:34.686: INFO @log_variables: train age_mae mean: 12.055994 2021-05-07 17:50:34.686: INFO @log_variables: train gender_accuracy mean: 0.786965 2021-05-07 17:50:34.686: INFO @log_variables: train gender_confidence/loss nanmean: 0.074671 2021-05-07 17:50:34.686: INFO @log_variables: train gender_confidence/accuracy mean: 0.713614 2021-05-07 17:50:34.686: INFO @log_variables: train age_confidence/loss mean: 0.048393 2021-05-07 17:50:34.686: INFO @log_variables: train age_confidence/accuracy mean: 0.739945 2021-05-07 17:50:34.686: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 17:50:34.688: INFO @metrics_hook: train age_mae: 12.056 +-0.175 (13824) 2021-05-07 17:50:34.692: INFO @metrics_hook: train gender_accuracy: 0.787 +-0.007 (13824) 2021-05-07 17:50:37.543: INFO @decay_lr : LR updated to `0.00016032676` 2021-05-07 17:50:37.545: INFO @log_profile : T train: 31.077277 2021-05-07 17:50:37.545: INFO @log_profile : T read data: 0.380559 2021-05-07 17:50:37.545: INFO @log_profile : T hooks: 3.458699 2021-05-07 17:50:37.545: INFO @main_loop : Epoch 125 done 2021-05-07 17:50:37.546: INFO @main_loop : Training epoch 126 2021-05-07 17:51:09.990: INFO @log_variables: train loss nanmean: 2.227215 2021-05-07 17:51:09.991: INFO @log_variables: train age_loss mean: 12.037304 2021-05-07 17:51:09.991: INFO @log_variables: train gender_loss mean: 0.442261 2021-05-07 17:51:09.991: INFO @log_variables: train age_mae mean: 11.930161 2021-05-07 17:51:09.992: INFO @log_variables: train gender_accuracy mean: 0.789915 2021-05-07 17:51:09.992: INFO @log_variables: train gender_confidence/loss nanmean: 0.074782 2021-05-07 17:51:09.992: INFO @log_variables: train gender_confidence/accuracy mean: 0.713593 2021-05-07 17:51:09.992: INFO @log_variables: train age_confidence/loss mean: 0.048998 2021-05-07 17:51:09.992: INFO @log_variables: train age_confidence/accuracy mean: 0.733560 2021-05-07 17:51:09.992: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 17:51:09.994: INFO @metrics_hook: train age_mae: 11.930 +-0.175 (13823) 2021-05-07 17:51:09.996: INFO @metrics_hook: train gender_accuracy: 0.790 +-0.007 (13823) 2021-05-07 17:51:12.835: INFO @decay_lr : LR updated to `0.00015952512` 2021-05-07 17:51:12.837: INFO @log_profile : T train: 31.423746 2021-05-07 17:51:12.837: INFO @log_profile : T read data: 0.369012 2021-05-07 17:51:12.837: INFO @log_profile : T hooks: 3.432631 2021-05-07 17:51:12.837: INFO @main_loop : Epoch 126 done 2021-05-07 17:51:12.838: INFO @main_loop : Training epoch 127 2021-05-07 17:51:44.297: INFO @log_variables: train loss nanmean: 2.225368 2021-05-07 17:51:44.297: INFO @log_variables: train age_loss mean: 12.115976 2021-05-07 17:51:44.297: INFO @log_variables: train gender_loss mean: 0.435058 2021-05-07 17:51:44.297: INFO @log_variables: train age_mae mean: 11.991444 2021-05-07 17:51:44.297: INFO @log_variables: train gender_accuracy mean: 0.794018 2021-05-07 17:51:44.297: INFO @log_variables: train gender_confidence/loss nanmean: 0.074951 2021-05-07 17:51:44.297: INFO @log_variables: train gender_confidence/accuracy mean: 0.712827 2021-05-07 17:51:44.297: INFO @log_variables: train age_confidence/loss mean: 0.048718 2021-05-07 17:51:44.297: INFO @log_variables: train age_confidence/accuracy mean: 0.738466 2021-05-07 17:51:44.297: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 17:51:44.299: INFO @metrics_hook: train age_mae: 11.991 +-0.173 (13807) 2021-05-07 17:51:44.300: INFO @metrics_hook: train gender_accuracy: 0.794 +-0.007 (13807) 2021-05-07 17:51:47.152: INFO @decay_lr : LR updated to `0.0001587275` 2021-05-07 17:51:47.153: INFO @log_profile : T train: 30.279676 2021-05-07 17:51:47.153: INFO @log_profile : T read data: 0.538011 2021-05-07 17:51:47.153: INFO @log_profile : T hooks: 3.431890 2021-05-07 17:51:47.153: INFO @main_loop : Epoch 127 done 2021-05-07 17:51:47.153: INFO @main_loop : Training epoch 128 2021-05-07 17:52:19.704: INFO @log_variables: train loss nanmean: 2.218354 2021-05-07 17:52:19.704: INFO @log_variables: train age_loss mean: 12.178704 2021-05-07 17:52:19.705: INFO @log_variables: train gender_loss mean: 0.441365 2021-05-07 17:52:19.705: INFO @log_variables: train age_mae mean: 12.057982 2021-05-07 17:52:19.705: INFO @log_variables: train gender_accuracy mean: 0.794271 2021-05-07 17:52:19.705: INFO @log_variables: train gender_confidence/loss nanmean: 0.075636 2021-05-07 17:52:19.705: INFO @log_variables: train gender_confidence/accuracy mean: 0.710793 2021-05-07 17:52:19.705: INFO @log_variables: train age_confidence/loss mean: 0.048542 2021-05-07 17:52:19.705: INFO @log_variables: train age_confidence/accuracy mean: 0.737196 2021-05-07 17:52:19.705: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 17:52:19.707: INFO @metrics_hook: train age_mae: 12.058 +-0.177 (13824) 2021-05-07 17:52:19.709: INFO @metrics_hook: train gender_accuracy: 0.794 +-0.007 (13824) 2021-05-07 17:52:22.601: INFO @decay_lr : LR updated to `0.00015793387` 2021-05-07 17:52:22.602: INFO @log_profile : T train: 31.539039 2021-05-07 17:52:22.603: INFO @log_profile : T read data: 0.371983 2021-05-07 17:52:22.603: INFO @log_profile : T hooks: 3.476092 2021-05-07 17:52:22.603: INFO @main_loop : Epoch 128 done 2021-05-07 17:52:22.603: INFO @main_loop : Training epoch 129 2021-05-07 17:52:54.990: INFO @log_variables: train loss nanmean: 2.196807 2021-05-07 17:52:54.990: INFO @log_variables: train age_loss mean: 11.967371 2021-05-07 17:52:54.990: INFO @log_variables: train gender_loss mean: 0.438185 2021-05-07 17:52:54.990: INFO @log_variables: train age_mae mean: 11.853126 2021-05-07 17:52:54.990: INFO @log_variables: train gender_accuracy mean: 0.792809 2021-05-07 17:52:54.990: INFO @log_variables: train gender_confidence/loss nanmean: 0.074786 2021-05-07 17:52:54.990: INFO @log_variables: train gender_confidence/accuracy mean: 0.710410 2021-05-07 17:52:54.990: INFO @log_variables: train age_confidence/loss mean: 0.048798 2021-05-07 17:52:54.991: INFO @log_variables: train age_confidence/accuracy mean: 0.735947 2021-05-07 17:52:54.991: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 17:52:54.992: INFO @metrics_hook: train age_mae: 11.853 +-0.172 (13823) 2021-05-07 17:52:54.993: INFO @metrics_hook: train gender_accuracy: 0.793 +-0.007 (13823) 2021-05-07 17:52:57.823: INFO @decay_lr : LR updated to `0.0001571442` 2021-05-07 17:52:57.825: INFO @log_profile : T train: 31.351991 2021-05-07 17:52:57.825: INFO @log_profile : T read data: 0.390682 2021-05-07 17:52:57.825: INFO @log_profile : T hooks: 3.413419 2021-05-07 17:52:57.825: INFO @main_loop : Epoch 129 done 2021-05-07 17:52:57.825: INFO @main_loop : Training epoch 130 2021-05-07 17:53:30.357: INFO @log_variables: train loss nanmean: 2.219074 2021-05-07 17:53:30.358: INFO @log_variables: train age_loss mean: 12.182827 2021-05-07 17:53:30.358: INFO @log_variables: train gender_loss mean: 0.431685 2021-05-07 17:53:30.358: INFO @log_variables: train age_mae mean: 12.040064 2021-05-07 17:53:30.358: INFO @log_variables: train gender_accuracy mean: 0.793909 2021-05-07 17:53:30.358: INFO @log_variables: train gender_confidence/loss nanmean: 0.074206 2021-05-07 17:53:30.358: INFO @log_variables: train gender_confidence/accuracy mean: 0.716291 2021-05-07 17:53:30.358: INFO @log_variables: train age_confidence/loss mean: 0.048255 2021-05-07 17:53:30.358: INFO @log_variables: train age_confidence/accuracy mean: 0.742622 2021-05-07 17:53:30.358: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 17:53:30.360: INFO @metrics_hook: train age_mae: 12.040 +-0.175 (13824) 2021-05-07 17:53:30.361: INFO @metrics_hook: train gender_accuracy: 0.794 +-0.007 (13824) 2021-05-07 17:53:33.209: INFO @decay_lr : LR updated to `0.00015635848` 2021-05-07 17:53:33.211: INFO @log_profile : T train: 31.483878 2021-05-07 17:53:33.211: INFO @log_profile : T read data: 0.381998 2021-05-07 17:53:33.211: INFO @log_profile : T hooks: 3.453292 2021-05-07 17:53:33.211: INFO @main_loop : Epoch 130 done 2021-05-07 17:53:33.212: INFO @main_loop : Training epoch 131 2021-05-07 17:54:05.829: INFO @log_variables: train loss nanmean: 2.189231 2021-05-07 17:54:05.829: INFO @log_variables: train age_loss mean: 11.915071 2021-05-07 17:54:05.829: INFO @log_variables: train gender_loss mean: 0.434846 2021-05-07 17:54:05.829: INFO @log_variables: train age_mae mean: 11.822628 2021-05-07 17:54:05.829: INFO @log_variables: train gender_accuracy mean: 0.794887 2021-05-07 17:54:05.830: INFO @log_variables: train gender_confidence/loss nanmean: 0.075577 2021-05-07 17:54:05.830: INFO @log_variables: train gender_confidence/accuracy mean: 0.719345 2021-05-07 17:54:05.830: INFO @log_variables: train age_confidence/loss mean: 0.049992 2021-05-07 17:54:05.830: INFO @log_variables: train age_confidence/accuracy mean: 0.726298 2021-05-07 17:54:05.830: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 17:54:05.835: INFO @metrics_hook: train age_mae: 11.823 +-0.176 (13807) 2021-05-07 17:54:05.838: INFO @metrics_hook: train gender_accuracy: 0.795 +-0.007 (13807) 2021-05-07 17:54:08.710: INFO @decay_lr : LR updated to `0.0001555767` 2021-05-07 17:54:08.712: INFO @log_profile : T train: 31.408441 2021-05-07 17:54:08.712: INFO @log_profile : T read data: 0.538671 2021-05-07 17:54:08.712: INFO @log_profile : T hooks: 3.490440 2021-05-07 17:54:08.712: INFO @main_loop : Epoch 131 done 2021-05-07 17:54:08.712: INFO @main_loop : Training epoch 132 2021-05-07 17:54:41.532: INFO @log_variables: train loss nanmean: 2.195615 2021-05-07 17:54:41.535: INFO @log_variables: train age_loss mean: 11.938731 2021-05-07 17:54:41.535: INFO @log_variables: train gender_loss mean: 0.435822 2021-05-07 17:54:41.535: INFO @log_variables: train age_mae mean: 11.834435 2021-05-07 17:54:41.535: INFO @log_variables: train gender_accuracy mean: 0.796513 2021-05-07 17:54:41.536: INFO @log_variables: train gender_confidence/loss nanmean: 0.075715 2021-05-07 17:54:41.536: INFO @log_variables: train gender_confidence/accuracy mean: 0.709708 2021-05-07 17:54:41.536: INFO @log_variables: train age_confidence/loss mean: 0.048477 2021-05-07 17:54:41.536: INFO @log_variables: train age_confidence/accuracy mean: 0.738426 2021-05-07 17:54:41.536: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 17:54:41.543: INFO @metrics_hook: train age_mae: 11.834 +-0.171 (13824) 2021-05-07 17:54:41.550: INFO @metrics_hook: train gender_accuracy: 0.797 +-0.007 (13824) 2021-05-07 17:54:44.392: INFO @decay_lr : LR updated to `0.0001547988` 2021-05-07 17:54:44.394: INFO @log_profile : T train: 31.742077 2021-05-07 17:54:44.394: INFO @log_profile : T read data: 0.394785 2021-05-07 17:54:44.394: INFO @log_profile : T hooks: 3.478385 2021-05-07 17:54:44.394: INFO @main_loop : Epoch 132 done 2021-05-07 17:54:44.394: INFO @main_loop : Training epoch 133 2021-05-07 17:55:17.227: INFO @log_variables: train loss nanmean: 2.197832 2021-05-07 17:55:17.228: INFO @log_variables: train age_loss mean: 12.016698 2021-05-07 17:55:17.228: INFO @log_variables: train gender_loss mean: 0.434631 2021-05-07 17:55:17.228: INFO @log_variables: train age_mae mean: 11.904995 2021-05-07 17:55:17.228: INFO @log_variables: train gender_accuracy mean: 0.796209 2021-05-07 17:55:17.228: INFO @log_variables: train gender_confidence/loss nanmean: 0.075163 2021-05-07 17:55:17.228: INFO @log_variables: train gender_confidence/accuracy mean: 0.716198 2021-05-07 17:55:17.228: INFO @log_variables: train age_confidence/loss mean: 0.049032 2021-05-07 17:55:17.228: INFO @log_variables: train age_confidence/accuracy mean: 0.731751 2021-05-07 17:55:17.228: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 17:55:17.230: INFO @metrics_hook: train age_mae: 11.905 +-0.175 (13823) 2021-05-07 17:55:17.232: INFO @metrics_hook: train gender_accuracy: 0.796 +-0.007 (13823) 2021-05-07 17:55:20.153: INFO @decay_lr : LR updated to `0.00015402482` 2021-05-07 17:55:20.158: INFO @log_profile : T train: 31.809197 2021-05-07 17:55:20.159: INFO @log_profile : T read data: 0.384081 2021-05-07 17:55:20.160: INFO @log_profile : T hooks: 3.502908 2021-05-07 17:55:20.161: INFO @main_loop : Epoch 133 done 2021-05-07 17:55:20.161: INFO @main_loop : Training epoch 134 2021-05-07 17:55:53.411: INFO @log_variables: train loss nanmean: 2.212839 2021-05-07 17:55:53.411: INFO @log_variables: train age_loss mean: 12.046432 2021-05-07 17:55:53.411: INFO @log_variables: train gender_loss mean: 0.434967 2021-05-07 17:55:53.411: INFO @log_variables: train age_mae mean: 11.938070 2021-05-07 17:55:53.411: INFO @log_variables: train gender_accuracy mean: 0.795394 2021-05-07 17:55:53.412: INFO @log_variables: train gender_confidence/loss nanmean: 0.074221 2021-05-07 17:55:53.412: INFO @log_variables: train gender_confidence/accuracy mean: 0.717607 2021-05-07 17:55:53.412: INFO @log_variables: train age_confidence/loss mean: 0.049410 2021-05-07 17:55:53.412: INFO @log_variables: train age_confidence/accuracy mean: 0.728544 2021-05-07 17:55:53.412: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 17:55:53.414: INFO @metrics_hook: train age_mae: 11.938 +-0.175 (13807) 2021-05-07 17:55:53.416: INFO @metrics_hook: train gender_accuracy: 0.795 +-0.007 (13807) 2021-05-07 17:55:56.215: INFO @decay_lr : LR updated to `0.00015325469` 2021-05-07 17:55:56.217: INFO @log_profile : T train: 32.085357 2021-05-07 17:55:56.217: INFO @log_profile : T read data: 0.537077 2021-05-07 17:55:56.217: INFO @log_profile : T hooks: 3.368974 2021-05-07 17:55:56.217: INFO @main_loop : Epoch 134 done 2021-05-07 17:55:56.218: INFO @main_loop : Training epoch 135 2021-05-07 17:56:28.679: INFO @log_variables: train loss nanmean: 2.197299 2021-05-07 17:56:28.679: INFO @log_variables: train age_loss mean: 12.085508 2021-05-07 17:56:28.679: INFO @log_variables: train gender_loss mean: 0.431818 2021-05-07 17:56:28.680: INFO @log_variables: train age_mae mean: 11.990541 2021-05-07 17:56:28.680: INFO @log_variables: train gender_accuracy mean: 0.797237 2021-05-07 17:56:28.680: INFO @log_variables: train gender_confidence/loss nanmean: 0.075088 2021-05-07 17:56:28.680: INFO @log_variables: train gender_confidence/accuracy mean: 0.712891 2021-05-07 17:56:28.680: INFO @log_variables: train age_confidence/loss mean: 0.049078 2021-05-07 17:56:28.680: INFO @log_variables: train age_confidence/accuracy mean: 0.734954 2021-05-07 17:56:28.680: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 17:56:28.682: INFO @metrics_hook: train age_mae: 11.991 +-0.176 (13824) 2021-05-07 17:56:28.684: INFO @metrics_hook: train gender_accuracy: 0.797 +-0.007 (13824) 2021-05-07 17:56:31.437: INFO @decay_lr : LR updated to `0.00015248841` 2021-05-07 17:56:31.439: INFO @log_profile : T train: 31.436025 2021-05-07 17:56:31.439: INFO @log_profile : T read data: 0.382303 2021-05-07 17:56:31.439: INFO @log_profile : T hooks: 3.338761 2021-05-07 17:56:31.439: INFO @main_loop : Epoch 135 done 2021-05-07 17:56:31.439: INFO @main_loop : Training epoch 136 2021-05-07 17:57:03.955: INFO @log_variables: train loss nanmean: 2.160890 2021-05-07 17:57:03.956: INFO @log_variables: train age_loss mean: 11.892450 2021-05-07 17:57:03.956: INFO @log_variables: train gender_loss mean: 0.429050 2021-05-07 17:57:03.956: INFO @log_variables: train age_mae mean: 11.794886 2021-05-07 17:57:03.956: INFO @log_variables: train gender_accuracy mean: 0.795862 2021-05-07 17:57:03.956: INFO @log_variables: train gender_confidence/loss nanmean: 0.073979 2021-05-07 17:57:03.956: INFO @log_variables: train gender_confidence/accuracy mean: 0.718316 2021-05-07 17:57:03.956: INFO @log_variables: train age_confidence/loss mean: 0.049507 2021-05-07 17:57:03.956: INFO @log_variables: train age_confidence/accuracy mean: 0.728588 2021-05-07 17:57:03.956: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 17:57:03.958: INFO @metrics_hook: train age_mae: 11.795 +-0.175 (13824) 2021-05-07 17:57:03.959: INFO @metrics_hook: train gender_accuracy: 0.796 +-0.007 (13824) 2021-05-07 17:57:06.767: INFO @decay_lr : LR updated to `0.00015172597` 2021-05-07 17:57:06.769: INFO @log_profile : T train: 31.476549 2021-05-07 17:57:06.769: INFO @log_profile : T read data: 0.380959 2021-05-07 17:57:06.769: INFO @log_profile : T hooks: 3.405627 2021-05-07 17:57:06.769: INFO @main_loop : Epoch 136 done 2021-05-07 17:57:06.769: INFO @main_loop : Training epoch 137 2021-05-07 17:57:38.785: INFO @log_variables: train loss nanmean: 2.155372 2021-05-07 17:57:38.787: INFO @log_variables: train age_loss mean: 11.629504 2021-05-07 17:57:38.787: INFO @log_variables: train gender_loss mean: 0.432622 2021-05-07 17:57:38.787: INFO @log_variables: train age_mae mean: 11.570333 2021-05-07 17:57:38.787: INFO @log_variables: train gender_accuracy mean: 0.798973 2021-05-07 17:57:38.787: INFO @log_variables: train gender_confidence/loss nanmean: 0.075865 2021-05-07 17:57:38.787: INFO @log_variables: train gender_confidence/accuracy mean: 0.710069 2021-05-07 17:57:38.788: INFO @log_variables: train age_confidence/loss mean: 0.050457 2021-05-07 17:57:38.788: INFO @log_variables: train age_confidence/accuracy mean: 0.721933 2021-05-07 17:57:38.788: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 17:57:38.789: INFO @metrics_hook: train age_mae: 11.570 +-0.172 (13824) 2021-05-07 17:57:38.792: INFO @metrics_hook: train gender_accuracy: 0.799 +-0.007 (13824) 2021-05-07 17:57:41.670: INFO @decay_lr : LR updated to `0.00015096733` 2021-05-07 17:57:41.671: INFO @log_profile : T train: 30.993979 2021-05-07 17:57:41.671: INFO @log_profile : T read data: 0.378759 2021-05-07 17:57:41.671: INFO @log_profile : T hooks: 3.466439 2021-05-07 17:57:41.671: INFO @main_loop : Epoch 137 done 2021-05-07 17:57:41.671: INFO @main_loop : Training epoch 138 2021-05-07 17:58:14.191: INFO @log_variables: train loss nanmean: 2.220407 2021-05-07 17:58:14.191: INFO @log_variables: train age_loss mean: 11.805751 2021-05-07 17:58:14.191: INFO @log_variables: train gender_loss mean: 0.434637 2021-05-07 17:58:14.191: INFO @log_variables: train age_mae mean: 11.710496 2021-05-07 17:58:14.191: INFO @log_variables: train gender_accuracy mean: 0.796625 2021-05-07 17:58:14.191: INFO @log_variables: train gender_confidence/loss nanmean: 0.074755 2021-05-07 17:58:14.191: INFO @log_variables: train gender_confidence/accuracy mean: 0.714782 2021-05-07 17:58:14.191: INFO @log_variables: train age_confidence/loss mean: 0.050143 2021-05-07 17:58:14.191: INFO @log_variables: train age_confidence/accuracy mean: 0.724270 2021-05-07 17:58:14.192: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 17:58:14.194: INFO @metrics_hook: train age_mae: 11.710 +-0.172 (13807) 2021-05-07 17:58:14.196: INFO @metrics_hook: train gender_accuracy: 0.797 +-0.007 (13807) 2021-05-07 17:58:17.042: INFO @decay_lr : LR updated to `0.0001502125` 2021-05-07 17:58:17.045: INFO @log_profile : T train: 31.366319 2021-05-07 17:58:17.045: INFO @log_profile : T read data: 0.511769 2021-05-07 17:58:17.045: INFO @log_profile : T hooks: 3.432445 2021-05-07 17:58:17.045: INFO @main_loop : Epoch 138 done 2021-05-07 17:58:17.045: INFO @main_loop : Training epoch 139 2021-05-07 17:58:49.240: INFO @log_variables: train loss nanmean: 2.153732 2021-05-07 17:58:49.240: INFO @log_variables: train age_loss mean: 11.670384 2021-05-07 17:58:49.240: INFO @log_variables: train gender_loss mean: 0.429797 2021-05-07 17:58:49.240: INFO @log_variables: train age_mae mean: 11.601087 2021-05-07 17:58:49.240: INFO @log_variables: train gender_accuracy mean: 0.795139 2021-05-07 17:58:49.241: INFO @log_variables: train gender_confidence/loss nanmean: 0.074963 2021-05-07 17:58:49.241: INFO @log_variables: train gender_confidence/accuracy mean: 0.715784 2021-05-07 17:58:49.241: INFO @log_variables: train age_confidence/loss mean: 0.049824 2021-05-07 17:58:49.241: INFO @log_variables: train age_confidence/accuracy mean: 0.729962 2021-05-07 17:58:49.241: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 17:58:49.244: INFO @metrics_hook: train age_mae: 11.601 +-0.171 (13824) 2021-05-07 17:58:49.247: INFO @metrics_hook: train gender_accuracy: 0.795 +-0.007 (13824) 2021-05-07 17:58:52.089: INFO @decay_lr : LR updated to `0.00014946143` 2021-05-07 17:58:52.091: INFO @log_profile : T train: 31.158540 2021-05-07 17:58:52.091: INFO @log_profile : T read data: 0.384054 2021-05-07 17:58:52.091: INFO @log_profile : T hooks: 3.438951 2021-05-07 17:58:52.091: INFO @main_loop : Epoch 139 done 2021-05-07 17:58:52.091: INFO @main_loop : Training epoch 140 2021-05-07 17:59:24.348: INFO @log_variables: train loss nanmean: 2.123497 2021-05-07 17:59:24.348: INFO @log_variables: train age_loss mean: 11.679766 2021-05-07 17:59:24.348: INFO @log_variables: train gender_loss mean: 0.419439 2021-05-07 17:59:24.348: INFO @log_variables: train age_mae mean: 11.621797 2021-05-07 17:59:24.348: INFO @log_variables: train gender_accuracy mean: 0.803819 2021-05-07 17:59:24.348: INFO @log_variables: train gender_confidence/loss nanmean: 0.074570 2021-05-07 17:59:24.348: INFO @log_variables: train gender_confidence/accuracy mean: 0.726924 2021-05-07 17:59:24.348: INFO @log_variables: train age_confidence/loss mean: 0.049718 2021-05-07 17:59:24.348: INFO @log_variables: train age_confidence/accuracy mean: 0.730324 2021-05-07 17:59:24.348: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 17:59:24.350: INFO @metrics_hook: train age_mae: 11.622 +-0.171 (13824) 2021-05-07 17:59:24.352: INFO @metrics_hook: train gender_accuracy: 0.804 +-0.007 (13824) 2021-05-07 17:59:27.184: INFO @decay_lr : LR updated to `0.00014871411` 2021-05-07 17:59:27.185: INFO @log_profile : T train: 31.230851 2021-05-07 17:59:27.185: INFO @log_profile : T read data: 0.384727 2021-05-07 17:59:27.185: INFO @log_profile : T hooks: 3.413415 2021-05-07 17:59:27.185: INFO @main_loop : Epoch 140 done 2021-05-07 17:59:27.186: INFO @main_loop : Training epoch 141 2021-05-07 17:59:59.483: INFO @log_variables: train loss nanmean: 2.175351 2021-05-07 17:59:59.483: INFO @log_variables: train age_loss mean: 11.836206 2021-05-07 17:59:59.484: INFO @log_variables: train gender_loss mean: 0.427186 2021-05-07 17:59:59.484: INFO @log_variables: train age_mae mean: 11.759129 2021-05-07 17:59:59.484: INFO @log_variables: train gender_accuracy mean: 0.800739 2021-05-07 17:59:59.484: INFO @log_variables: train gender_confidence/loss nanmean: 0.074693 2021-05-07 17:59:59.484: INFO @log_variables: train gender_confidence/accuracy mean: 0.712661 2021-05-07 17:59:59.484: INFO @log_variables: train age_confidence/loss mean: 0.049703 2021-05-07 17:59:59.484: INFO @log_variables: train age_confidence/accuracy mean: 0.727437 2021-05-07 17:59:59.484: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 17:59:59.486: INFO @metrics_hook: train age_mae: 11.759 +-0.175 (13806) 2021-05-07 17:59:59.489: INFO @metrics_hook: train gender_accuracy: 0.801 +-0.007 (13806) 2021-05-07 18:00:04.503: INFO @decay_lr : LR updated to `0.00014797054` 2021-05-07 18:00:04.505: INFO @log_profile : T train: 31.102902 2021-05-07 18:00:04.505: INFO @log_profile : T read data: 0.523291 2021-05-07 18:00:04.505: INFO @log_profile : T hooks: 5.628956 2021-05-07 18:00:04.505: INFO @main_loop : Epoch 141 done 2021-05-07 18:00:04.505: INFO @main_loop : Training epoch 142 2021-05-07 18:00:36.748: INFO @log_variables: train loss nanmean: 2.158578 2021-05-07 18:00:36.750: INFO @log_variables: train age_loss mean: 11.725062 2021-05-07 18:00:36.751: INFO @log_variables: train gender_loss mean: 0.435888 2021-05-07 18:00:36.751: INFO @log_variables: train age_mae mean: 11.657422 2021-05-07 18:00:36.751: INFO @log_variables: train gender_accuracy mean: 0.795067 2021-05-07 18:00:36.751: INFO @log_variables: train gender_confidence/loss nanmean: 0.074888 2021-05-07 18:00:36.752: INFO @log_variables: train gender_confidence/accuracy mean: 0.709418 2021-05-07 18:00:36.752: INFO @log_variables: train age_confidence/loss mean: 0.050398 2021-05-07 18:00:36.752: INFO @log_variables: train age_confidence/accuracy mean: 0.724031 2021-05-07 18:00:36.752: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 18:00:36.753: INFO @metrics_hook: train age_mae: 11.657 +-0.174 (13824) 2021-05-07 18:00:36.755: INFO @metrics_hook: train gender_accuracy: 0.795 +-0.007 (13824) 2021-05-07 18:00:39.459: INFO @decay_lr : LR updated to `0.00014723069` 2021-05-07 18:00:39.461: INFO @log_profile : T train: 31.225395 2021-05-07 18:00:39.461: INFO @log_profile : T read data: 0.373433 2021-05-07 18:00:39.461: INFO @log_profile : T hooks: 3.294373 2021-05-07 18:00:39.461: INFO @main_loop : Epoch 142 done 2021-05-07 18:00:39.461: INFO @main_loop : Training epoch 143 2021-05-07 18:01:11.621: INFO @log_variables: train loss nanmean: 2.197768 2021-05-07 18:01:11.622: INFO @log_variables: train age_loss mean: 11.832606 2021-05-07 18:01:11.622: INFO @log_variables: train gender_loss mean: 0.435801 2021-05-07 18:01:11.622: INFO @log_variables: train age_mae mean: 11.759416 2021-05-07 18:01:11.622: INFO @log_variables: train gender_accuracy mean: 0.793909 2021-05-07 18:01:11.622: INFO @log_variables: train gender_confidence/loss nanmean: 0.074295 2021-05-07 18:01:11.622: INFO @log_variables: train gender_confidence/accuracy mean: 0.719401 2021-05-07 18:01:11.622: INFO @log_variables: train age_confidence/loss mean: 0.049845 2021-05-07 18:01:11.622: INFO @log_variables: train age_confidence/accuracy mean: 0.723814 2021-05-07 18:01:11.622: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 18:01:11.624: INFO @metrics_hook: train age_mae: 11.759 +-0.174 (13824) 2021-05-07 18:01:11.630: INFO @metrics_hook: train gender_accuracy: 0.794 +-0.007 (13824) 2021-05-07 18:01:14.498: INFO @decay_lr : LR updated to `0.00014649454` 2021-05-07 18:01:14.500: INFO @log_profile : T train: 31.152002 2021-05-07 18:01:14.500: INFO @log_profile : T read data: 0.365971 2021-05-07 18:01:14.500: INFO @log_profile : T hooks: 3.457828 2021-05-07 18:01:14.500: INFO @main_loop : Epoch 143 done 2021-05-07 18:01:14.500: INFO @main_loop : Training epoch 144 2021-05-07 18:01:46.829: INFO @log_variables: train loss nanmean: 2.151147 2021-05-07 18:01:46.829: INFO @log_variables: train age_loss mean: 11.726542 2021-05-07 18:01:46.829: INFO @log_variables: train gender_loss mean: 0.430224 2021-05-07 18:01:46.829: INFO @log_variables: train age_mae mean: 11.633967 2021-05-07 18:01:46.829: INFO @log_variables: train gender_accuracy mean: 0.796625 2021-05-07 18:01:46.829: INFO @log_variables: train gender_confidence/loss nanmean: 0.074281 2021-05-07 18:01:46.829: INFO @log_variables: train gender_confidence/accuracy mean: 0.720504 2021-05-07 18:01:46.830: INFO @log_variables: train age_confidence/loss mean: 0.049319 2021-05-07 18:01:46.830: INFO @log_variables: train age_confidence/accuracy mean: 0.728688 2021-05-07 18:01:46.830: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 18:01:46.831: INFO @metrics_hook: train age_mae: 11.634 +-0.174 (13807) 2021-05-07 18:01:46.833: INFO @metrics_hook: train gender_accuracy: 0.797 +-0.007 (13807) 2021-05-07 18:01:49.603: INFO @decay_lr : LR updated to `0.00014576207` 2021-05-07 18:01:49.605: INFO @log_profile : T train: 31.158627 2021-05-07 18:01:49.605: INFO @log_profile : T read data: 0.513877 2021-05-07 18:01:49.605: INFO @log_profile : T hooks: 3.366401 2021-05-07 18:01:49.605: INFO @main_loop : Epoch 144 done 2021-05-07 18:01:49.605: INFO @main_loop : Training epoch 145 2021-05-07 18:02:22.218: INFO @log_variables: train loss nanmean: 2.163372 2021-05-07 18:02:22.218: INFO @log_variables: train age_loss mean: 11.980909 2021-05-07 18:02:22.218: INFO @log_variables: train gender_loss mean: 0.425434 2021-05-07 18:02:22.219: INFO @log_variables: train age_mae mean: 11.896110 2021-05-07 18:02:22.219: INFO @log_variables: train gender_accuracy mean: 0.801288 2021-05-07 18:02:22.219: INFO @log_variables: train gender_confidence/loss nanmean: 0.074847 2021-05-07 18:02:22.219: INFO @log_variables: train gender_confidence/accuracy mean: 0.715495 2021-05-07 18:02:22.219: INFO @log_variables: train age_confidence/loss mean: 0.048475 2021-05-07 18:02:22.219: INFO @log_variables: train age_confidence/accuracy mean: 0.736907 2021-05-07 18:02:22.219: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 18:02:22.227: INFO @metrics_hook: train age_mae: 11.896 +-0.175 (13824) 2021-05-07 18:02:22.231: INFO @metrics_hook: train gender_accuracy: 0.801 +-0.007 (13824) 2021-05-07 18:02:25.102: INFO @decay_lr : LR updated to `0.00014503326` 2021-05-07 18:02:25.103: INFO @log_profile : T train: 31.570751 2021-05-07 18:02:25.103: INFO @log_profile : T read data: 0.387272 2021-05-07 18:02:25.103: INFO @log_profile : T hooks: 3.475201 2021-05-07 18:02:25.103: INFO @main_loop : Epoch 145 done 2021-05-07 18:02:25.103: INFO @main_loop : Training epoch 146 2021-05-07 18:02:57.261: INFO @log_variables: train loss nanmean: 2.121591 2021-05-07 18:02:57.261: INFO @log_variables: train age_loss mean: 11.515092 2021-05-07 18:02:57.261: INFO @log_variables: train gender_loss mean: 0.430587 2021-05-07 18:02:57.261: INFO @log_variables: train age_mae mean: 11.486139 2021-05-07 18:02:57.261: INFO @log_variables: train gender_accuracy mean: 0.801505 2021-05-07 18:02:57.261: INFO @log_variables: train gender_confidence/loss nanmean: 0.075307 2021-05-07 18:02:57.261: INFO @log_variables: train gender_confidence/accuracy mean: 0.721426 2021-05-07 18:02:57.262: INFO @log_variables: train age_confidence/loss mean: 0.050974 2021-05-07 18:02:57.262: INFO @log_variables: train age_confidence/accuracy mean: 0.716218 2021-05-07 18:02:57.262: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 18:02:57.263: INFO @metrics_hook: train age_mae: 11.486 +-0.170 (13824) 2021-05-07 18:02:57.264: INFO @metrics_hook: train gender_accuracy: 0.802 +-0.007 (13824) 2021-05-07 18:03:00.035: INFO @decay_lr : LR updated to `0.0001443081` 2021-05-07 18:03:00.037: INFO @log_profile : T train: 31.131943 2021-05-07 18:03:00.037: INFO @log_profile : T read data: 0.383275 2021-05-07 18:03:00.038: INFO @log_profile : T hooks: 3.353394 2021-05-07 18:03:00.038: INFO @main_loop : Epoch 146 done 2021-05-07 18:03:00.038: INFO @main_loop : Training epoch 147 2021-05-07 18:03:32.258: INFO @log_variables: train loss nanmean: 2.132805 2021-05-07 18:03:32.258: INFO @log_variables: train age_loss mean: 11.670278 2021-05-07 18:03:32.258: INFO @log_variables: train gender_loss mean: 0.421851 2021-05-07 18:03:32.258: INFO @log_variables: train age_mae mean: 11.618285 2021-05-07 18:03:32.258: INFO @log_variables: train gender_accuracy mean: 0.804673 2021-05-07 18:03:32.258: INFO @log_variables: train gender_confidence/loss nanmean: 0.074668 2021-05-07 18:03:32.258: INFO @log_variables: train gender_confidence/accuracy mean: 0.723649 2021-05-07 18:03:32.258: INFO @log_variables: train age_confidence/loss mean: 0.050134 2021-05-07 18:03:32.259: INFO @log_variables: train age_confidence/accuracy mean: 0.720177 2021-05-07 18:03:32.259: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 18:03:32.261: INFO @metrics_hook: train age_mae: 11.618 +-0.174 (13823) 2021-05-07 18:03:32.264: INFO @metrics_hook: train gender_accuracy: 0.805 +-0.007 (13823) 2021-05-07 18:03:35.052: INFO @decay_lr : LR updated to `0.00014358656` 2021-05-07 18:03:35.054: INFO @log_profile : T train: 31.205004 2021-05-07 18:03:35.054: INFO @log_profile : T read data: 0.381718 2021-05-07 18:03:35.054: INFO @log_profile : T hooks: 3.366334 2021-05-07 18:03:35.055: INFO @main_loop : Epoch 147 done 2021-05-07 18:03:35.055: INFO @main_loop : Training epoch 148 2021-05-07 18:04:07.581: INFO @log_variables: train loss nanmean: 2.173352 2021-05-07 18:04:07.582: INFO @log_variables: train age_loss mean: 11.779510 2021-05-07 18:04:07.582: INFO @log_variables: train gender_loss mean: 0.425272 2021-05-07 18:04:07.583: INFO @log_variables: train age_mae mean: 11.698785 2021-05-07 18:04:07.583: INFO @log_variables: train gender_accuracy mean: 0.801840 2021-05-07 18:04:07.583: INFO @log_variables: train gender_confidence/loss nanmean: 0.075431 2021-05-07 18:04:07.583: INFO @log_variables: train gender_confidence/accuracy mean: 0.718331 2021-05-07 18:04:07.583: INFO @log_variables: train age_confidence/loss mean: 0.050051 2021-05-07 18:04:07.583: INFO @log_variables: train age_confidence/accuracy mean: 0.723763 2021-05-07 18:04:07.583: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 18:04:07.584: INFO @metrics_hook: train age_mae: 11.699 +-0.173 (13807) 2021-05-07 18:04:07.586: INFO @metrics_hook: train gender_accuracy: 0.802 +-0.007 (13807) 2021-05-07 18:04:10.424: INFO @decay_lr : LR updated to `0.00014286862` 2021-05-07 18:04:10.425: INFO @log_profile : T train: 31.362183 2021-05-07 18:04:10.425: INFO @log_profile : T read data: 0.523370 2021-05-07 18:04:10.425: INFO @log_profile : T hooks: 3.422798 2021-05-07 18:04:10.425: INFO @main_loop : Epoch 148 done 2021-05-07 18:04:10.425: INFO @main_loop : Training epoch 149 2021-05-07 18:04:42.525: INFO @log_variables: train loss nanmean: 2.143721 2021-05-07 18:04:42.525: INFO @log_variables: train age_loss mean: 11.627111 2021-05-07 18:04:42.525: INFO @log_variables: train gender_loss mean: 0.412340 2021-05-07 18:04:42.525: INFO @log_variables: train age_mae mean: 11.568610 2021-05-07 18:04:42.525: INFO @log_variables: train gender_accuracy mean: 0.807870 2021-05-07 18:04:42.525: INFO @log_variables: train gender_confidence/loss nanmean: 0.074066 2021-05-07 18:04:42.525: INFO @log_variables: train gender_confidence/accuracy mean: 0.724248 2021-05-07 18:04:42.525: INFO @log_variables: train age_confidence/loss mean: 0.049586 2021-05-07 18:04:42.526: INFO @log_variables: train age_confidence/accuracy mean: 0.727648 2021-05-07 18:04:42.526: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 18:04:42.529: INFO @metrics_hook: train age_mae: 11.569 +-0.170 (13824) 2021-05-07 18:04:42.532: INFO @metrics_hook: train gender_accuracy: 0.808 +-0.007 (13824) 2021-05-07 18:04:45.334: INFO @decay_lr : LR updated to `0.00014215428` 2021-05-07 18:04:45.335: INFO @log_profile : T train: 31.055823 2021-05-07 18:04:45.336: INFO @log_profile : T read data: 0.372811 2021-05-07 18:04:45.336: INFO @log_profile : T hooks: 3.417640 2021-05-07 18:04:45.336: INFO @main_loop : Epoch 149 done 2021-05-07 18:04:45.336: INFO @main_loop : Training epoch 150 2021-05-07 18:05:17.718: INFO @log_variables: train loss nanmean: 2.138658 2021-05-07 18:05:17.720: INFO @log_variables: train age_loss mean: 11.608661 2021-05-07 18:05:17.720: INFO @log_variables: train gender_loss mean: 0.419847 2021-05-07 18:05:17.720: INFO @log_variables: train age_mae mean: 11.549666 2021-05-07 18:05:17.720: INFO @log_variables: train gender_accuracy mean: 0.808883 2021-05-07 18:05:17.721: INFO @log_variables: train gender_confidence/loss nanmean: 0.075048 2021-05-07 18:05:17.721: INFO @log_variables: train gender_confidence/accuracy mean: 0.723380 2021-05-07 18:05:17.721: INFO @log_variables: train age_confidence/loss mean: 0.050163 2021-05-07 18:05:17.721: INFO @log_variables: train age_confidence/accuracy mean: 0.721426 2021-05-07 18:05:17.721: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 18:05:17.723: INFO @metrics_hook: train age_mae: 11.550 +-0.173 (13824) 2021-05-07 18:05:17.725: INFO @metrics_hook: train gender_accuracy: 0.809 +-0.007 (13824) 2021-05-07 18:05:20.477: INFO @decay_lr : LR updated to `0.00014144351` 2021-05-07 18:05:20.480: INFO @log_profile : T train: 31.363894 2021-05-07 18:05:20.480: INFO @log_profile : T read data: 0.373224 2021-05-07 18:05:20.480: INFO @log_profile : T hooks: 3.341837 2021-05-07 18:05:20.480: INFO @main_loop : Epoch 150 done 2021-05-07 18:05:20.481: INFO @main_loop : Training epoch 151 2021-05-07 18:05:52.749: INFO @log_variables: train loss nanmean: 2.113919 2021-05-07 18:05:52.750: INFO @log_variables: train age_loss mean: 11.566470 2021-05-07 18:05:52.751: INFO @log_variables: train gender_loss mean: 0.429455 2021-05-07 18:05:52.751: INFO @log_variables: train age_mae mean: 11.513347 2021-05-07 18:05:52.751: INFO @log_variables: train gender_accuracy mean: 0.797494 2021-05-07 18:05:52.751: INFO @log_variables: train gender_confidence/loss nanmean: 0.074920 2021-05-07 18:05:52.751: INFO @log_variables: train gender_confidence/accuracy mean: 0.713768 2021-05-07 18:05:52.751: INFO @log_variables: train age_confidence/loss mean: 0.049793 2021-05-07 18:05:52.751: INFO @log_variables: train age_confidence/accuracy mean: 0.728616 2021-05-07 18:05:52.751: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 18:05:52.752: INFO @metrics_hook: train age_mae: 11.513 +-0.170 (13807) 2021-05-07 18:05:52.754: INFO @metrics_hook: train gender_accuracy: 0.797 +-0.007 (13807) 2021-05-07 18:05:55.570: INFO @decay_lr : LR updated to `0.00014073629` 2021-05-07 18:05:55.572: INFO @log_profile : T train: 31.064805 2021-05-07 18:05:55.572: INFO @log_profile : T read data: 0.546956 2021-05-07 18:05:55.572: INFO @log_profile : T hooks: 3.411400 2021-05-07 18:05:55.572: INFO @main_loop : Epoch 151 done 2021-05-07 18:05:55.572: INFO @main_loop : Training epoch 152 2021-05-07 18:06:26.722: INFO @log_variables: train loss nanmean: 2.161234 2021-05-07 18:06:26.722: INFO @log_variables: train age_loss mean: 11.675928 2021-05-07 18:06:26.722: INFO @log_variables: train gender_loss mean: 0.418177 2021-05-07 18:06:26.722: INFO @log_variables: train age_mae mean: 11.607416 2021-05-07 18:06:26.722: INFO @log_variables: train gender_accuracy mean: 0.807684 2021-05-07 18:06:26.722: INFO @log_variables: train gender_confidence/loss nanmean: 0.075451 2021-05-07 18:06:26.722: INFO @log_variables: train gender_confidence/accuracy mean: 0.722668 2021-05-07 18:06:26.722: INFO @log_variables: train age_confidence/loss mean: 0.049515 2021-05-07 18:06:26.722: INFO @log_variables: train age_confidence/accuracy mean: 0.730483 2021-05-07 18:06:26.722: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 18:06:26.724: INFO @metrics_hook: train age_mae: 11.607 +-0.170 (13821) 2021-05-07 18:06:26.729: INFO @metrics_hook: train gender_accuracy: 0.808 +-0.007 (13821) 2021-05-07 18:06:29.532: INFO @decay_lr : LR updated to `0.0001400326` 2021-05-07 18:06:29.533: INFO @log_profile : T train: 30.118390 2021-05-07 18:06:29.533: INFO @log_profile : T read data: 0.380635 2021-05-07 18:06:29.533: INFO @log_profile : T hooks: 3.396599 2021-05-07 18:06:29.534: INFO @main_loop : Epoch 152 done 2021-05-07 18:06:29.534: INFO @main_loop : Training epoch 153 2021-05-07 18:07:01.931: INFO @log_variables: train loss nanmean: 2.119558 2021-05-07 18:07:01.931: INFO @log_variables: train age_loss mean: 11.435332 2021-05-07 18:07:01.931: INFO @log_variables: train gender_loss mean: 0.432724 2021-05-07 18:07:01.931: INFO @log_variables: train age_mae mean: 11.376846 2021-05-07 18:07:01.931: INFO @log_variables: train gender_accuracy mean: 0.798090 2021-05-07 18:07:01.931: INFO @log_variables: train gender_confidence/loss nanmean: 0.075441 2021-05-07 18:07:01.931: INFO @log_variables: train gender_confidence/accuracy mean: 0.714172 2021-05-07 18:07:01.931: INFO @log_variables: train age_confidence/loss mean: 0.049706 2021-05-07 18:07:01.931: INFO @log_variables: train age_confidence/accuracy mean: 0.726109 2021-05-07 18:07:01.931: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 18:07:01.934: INFO @metrics_hook: train age_mae: 11.377 +-0.169 (13823) 2021-05-07 18:07:01.937: INFO @metrics_hook: train gender_accuracy: 0.798 +-0.007 (13823) 2021-05-07 18:07:04.807: INFO @decay_lr : LR updated to `0.00013933243` 2021-05-07 18:07:04.808: INFO @log_profile : T train: 31.373598 2021-05-07 18:07:04.809: INFO @log_profile : T read data: 0.371384 2021-05-07 18:07:04.809: INFO @log_profile : T hooks: 3.468241 2021-05-07 18:07:04.809: INFO @main_loop : Epoch 153 done 2021-05-07 18:07:04.809: INFO @main_loop : Training epoch 154 2021-05-07 18:07:35.987: INFO @log_variables: train loss nanmean: 2.110273 2021-05-07 18:07:35.987: INFO @log_variables: train age_loss mean: 11.392635 2021-05-07 18:07:35.987: INFO @log_variables: train gender_loss mean: 0.422949 2021-05-07 18:07:35.987: INFO @log_variables: train age_mae mean: 11.367034 2021-05-07 18:07:35.988: INFO @log_variables: train gender_accuracy mean: 0.804109 2021-05-07 18:07:35.988: INFO @log_variables: train gender_confidence/loss nanmean: 0.074838 2021-05-07 18:07:35.988: INFO @log_variables: train gender_confidence/accuracy mean: 0.721571 2021-05-07 18:07:35.988: INFO @log_variables: train age_confidence/loss mean: 0.050485 2021-05-07 18:07:35.988: INFO @log_variables: train age_confidence/accuracy mean: 0.717737 2021-05-07 18:07:35.988: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 18:07:35.990: INFO @metrics_hook: train age_mae: 11.367 +-0.171 (13824) 2021-05-07 18:07:35.993: INFO @metrics_hook: train gender_accuracy: 0.804 +-0.007 (13824) 2021-05-07 18:07:38.815: INFO @decay_lr : LR updated to `0.00013863578` 2021-05-07 18:07:38.818: INFO @log_profile : T train: 30.159478 2021-05-07 18:07:38.819: INFO @log_profile : T read data: 0.374360 2021-05-07 18:07:38.819: INFO @log_profile : T hooks: 3.410397 2021-05-07 18:07:38.819: INFO @main_loop : Epoch 154 done 2021-05-07 18:07:38.819: INFO @main_loop : Training epoch 155 2021-05-07 18:08:11.189: INFO @log_variables: train loss nanmean: 2.137051 2021-05-07 18:08:11.189: INFO @log_variables: train age_loss mean: 11.693519 2021-05-07 18:08:11.189: INFO @log_variables: train gender_loss mean: 0.417395 2021-05-07 18:08:11.190: INFO @log_variables: train age_mae mean: 11.627019 2021-05-07 18:08:11.190: INFO @log_variables: train gender_accuracy mean: 0.803650 2021-05-07 18:08:11.190: INFO @log_variables: train gender_confidence/loss nanmean: 0.074007 2021-05-07 18:08:11.190: INFO @log_variables: train gender_confidence/accuracy mean: 0.718766 2021-05-07 18:08:11.190: INFO @log_variables: train age_confidence/loss mean: 0.050197 2021-05-07 18:08:11.190: INFO @log_variables: train age_confidence/accuracy mean: 0.721808 2021-05-07 18:08:11.190: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 18:08:11.193: INFO @metrics_hook: train age_mae: 11.627 +-0.173 (13807) 2021-05-07 18:08:11.196: INFO @metrics_hook: train gender_accuracy: 0.804 +-0.007 (13807) 2021-05-07 18:08:13.973: INFO @decay_lr : LR updated to `0.0001379426` 2021-05-07 18:08:13.975: INFO @log_profile : T train: 31.239583 2021-05-07 18:08:13.975: INFO @log_profile : T read data: 0.477171 2021-05-07 18:08:13.975: INFO @log_profile : T hooks: 3.376822 2021-05-07 18:08:13.975: INFO @main_loop : Epoch 155 done 2021-05-07 18:08:13.975: INFO @main_loop : Training epoch 156 2021-05-07 18:08:47.191: INFO @log_variables: train loss nanmean: 2.102200 2021-05-07 18:08:47.192: INFO @log_variables: train age_loss mean: 11.452868 2021-05-07 18:08:47.192: INFO @log_variables: train gender_loss mean: 0.418904 2021-05-07 18:08:47.192: INFO @log_variables: train age_mae mean: 11.415245 2021-05-07 18:08:47.192: INFO @log_variables: train gender_accuracy mean: 0.806134 2021-05-07 18:08:47.192: INFO @log_variables: train gender_confidence/loss nanmean: 0.074485 2021-05-07 18:08:47.192: INFO @log_variables: train gender_confidence/accuracy mean: 0.719907 2021-05-07 18:08:47.192: INFO @log_variables: train age_confidence/loss mean: 0.050824 2021-05-07 18:08:47.192: INFO @log_variables: train age_confidence/accuracy mean: 0.717448 2021-05-07 18:08:47.192: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 18:08:47.196: INFO @metrics_hook: train age_mae: 11.415 +-0.171 (13824) 2021-05-07 18:08:47.198: INFO @metrics_hook: train gender_accuracy: 0.806 +-0.007 (13824) 2021-05-07 18:08:49.962: INFO @decay_lr : LR updated to `0.00013725288` 2021-05-07 18:08:49.964: INFO @log_profile : T train: 32.160120 2021-05-07 18:08:49.964: INFO @log_profile : T read data: 0.386876 2021-05-07 18:08:49.964: INFO @log_profile : T hooks: 3.378910 2021-05-07 18:08:49.964: INFO @main_loop : Epoch 156 done 2021-05-07 18:08:49.964: INFO @main_loop : Training epoch 157 2021-05-07 18:09:22.528: INFO @log_variables: train loss nanmean: 2.149795 2021-05-07 18:09:22.528: INFO @log_variables: train age_loss mean: 11.610521 2021-05-07 18:09:22.528: INFO @log_variables: train gender_loss mean: 0.416267 2021-05-07 18:09:22.528: INFO @log_variables: train age_mae mean: 11.553319 2021-05-07 18:09:22.528: INFO @log_variables: train gender_accuracy mean: 0.803313 2021-05-07 18:09:22.528: INFO @log_variables: train gender_confidence/loss nanmean: 0.075024 2021-05-07 18:09:22.528: INFO @log_variables: train gender_confidence/accuracy mean: 0.720124 2021-05-07 18:09:22.529: INFO @log_variables: train age_confidence/loss mean: 0.049775 2021-05-07 18:09:22.529: INFO @log_variables: train age_confidence/accuracy mean: 0.725550 2021-05-07 18:09:22.529: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 18:09:22.532: INFO @metrics_hook: train age_mae: 11.553 +-0.172 (13824) 2021-05-07 18:09:22.535: INFO @metrics_hook: train gender_accuracy: 0.803 +-0.007 (13824) 2021-05-07 18:09:25.339: INFO @decay_lr : LR updated to `0.00013656661` 2021-05-07 18:09:25.340: INFO @log_profile : T train: 31.543908 2021-05-07 18:09:25.340: INFO @log_profile : T read data: 0.377303 2021-05-07 18:09:25.341: INFO @log_profile : T hooks: 3.391286 2021-05-07 18:09:25.341: INFO @main_loop : Epoch 157 done 2021-05-07 18:09:25.341: INFO @main_loop : Training epoch 158 2021-05-07 18:09:57.564: INFO @log_variables: train loss nanmean: 2.085658 2021-05-07 18:09:57.564: INFO @log_variables: train age_loss mean: 11.451512 2021-05-07 18:09:57.564: INFO @log_variables: train gender_loss mean: 0.414851 2021-05-07 18:09:57.564: INFO @log_variables: train age_mae mean: 11.409173 2021-05-07 18:09:57.564: INFO @log_variables: train gender_accuracy mean: 0.805678 2021-05-07 18:09:57.564: INFO @log_variables: train gender_confidence/loss nanmean: 0.074012 2021-05-07 18:09:57.564: INFO @log_variables: train gender_confidence/accuracy mean: 0.724343 2021-05-07 18:09:57.564: INFO @log_variables: train age_confidence/loss mean: 0.050002 2021-05-07 18:09:57.565: INFO @log_variables: train age_confidence/accuracy mean: 0.727023 2021-05-07 18:09:57.565: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 18:09:57.567: INFO @metrics_hook: train age_mae: 11.409 +-0.168 (13807) 2021-05-07 18:09:57.569: INFO @metrics_hook: train gender_accuracy: 0.806 +-0.007 (13807) 2021-05-07 18:10:00.325: INFO @decay_lr : LR updated to `0.00013588378` 2021-05-07 18:10:00.327: INFO @log_profile : T train: 30.988454 2021-05-07 18:10:00.327: INFO @log_profile : T read data: 0.552600 2021-05-07 18:10:00.327: INFO @log_profile : T hooks: 3.381805 2021-05-07 18:10:00.327: INFO @main_loop : Epoch 158 done 2021-05-07 18:10:00.327: INFO @main_loop : Training epoch 159 2021-05-07 18:10:32.464: INFO @log_variables: train loss nanmean: 2.080581 2021-05-07 18:10:32.464: INFO @log_variables: train age_loss mean: 11.356942 2021-05-07 18:10:32.464: INFO @log_variables: train gender_loss mean: 0.411235 2021-05-07 18:10:32.464: INFO @log_variables: train age_mae mean: 11.316092 2021-05-07 18:10:32.464: INFO @log_variables: train gender_accuracy mean: 0.809462 2021-05-07 18:10:32.464: INFO @log_variables: train gender_confidence/loss nanmean: 0.074058 2021-05-07 18:10:32.465: INFO @log_variables: train gender_confidence/accuracy mean: 0.730324 2021-05-07 18:10:32.465: INFO @log_variables: train age_confidence/loss mean: 0.050892 2021-05-07 18:10:32.465: INFO @log_variables: train age_confidence/accuracy mean: 0.718750 2021-05-07 18:10:32.465: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 18:10:32.468: INFO @metrics_hook: train age_mae: 11.316 +-0.169 (13824) 2021-05-07 18:10:32.476: INFO @metrics_hook: train gender_accuracy: 0.809 +-0.007 (13824) 2021-05-07 18:10:35.306: INFO @decay_lr : LR updated to `0.00013520436` 2021-05-07 18:10:35.307: INFO @log_profile : T train: 31.075346 2021-05-07 18:10:35.307: INFO @log_profile : T read data: 0.402009 2021-05-07 18:10:35.307: INFO @log_profile : T hooks: 3.436851 2021-05-07 18:10:35.307: INFO @main_loop : Epoch 159 done 2021-05-07 18:10:35.307: INFO @main_loop : Training epoch 160 2021-05-07 18:11:06.345: INFO @log_variables: train loss nanmean: 2.092268 2021-05-07 18:11:06.346: INFO @log_variables: train age_loss mean: 11.293539 2021-05-07 18:11:06.346: INFO @log_variables: train gender_loss mean: 0.414921 2021-05-07 18:11:06.346: INFO @log_variables: train age_mae mean: 11.263042 2021-05-07 18:11:06.346: INFO @log_variables: train gender_accuracy mean: 0.808001 2021-05-07 18:11:06.346: INFO @log_variables: train gender_confidence/loss nanmean: 0.075032 2021-05-07 18:11:06.346: INFO @log_variables: train gender_confidence/accuracy mean: 0.720394 2021-05-07 18:11:06.347: INFO @log_variables: train age_confidence/loss mean: 0.050891 2021-05-07 18:11:06.347: INFO @log_variables: train age_confidence/accuracy mean: 0.716776 2021-05-07 18:11:06.347: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 18:11:06.348: INFO @metrics_hook: train age_mae: 11.263 +-0.169 (13823) 2021-05-07 18:11:06.350: INFO @metrics_hook: train gender_accuracy: 0.808 +-0.007 (13823) 2021-05-07 18:11:09.263: INFO @decay_lr : LR updated to `0.00013452834` 2021-05-07 18:11:09.265: INFO @log_profile : T train: 29.997727 2021-05-07 18:11:09.265: INFO @log_profile : T read data: 0.392882 2021-05-07 18:11:09.265: INFO @log_profile : T hooks: 3.502583 2021-05-07 18:11:09.265: INFO @main_loop : Epoch 160 done 2021-05-07 18:11:09.265: INFO @main_loop : Training epoch 161 2021-05-07 18:11:41.817: INFO @log_variables: train loss nanmean: 2.064065 2021-05-07 18:11:41.817: INFO @log_variables: train age_loss mean: 11.358421 2021-05-07 18:11:41.817: INFO @log_variables: train gender_loss mean: 0.402524 2021-05-07 18:11:41.817: INFO @log_variables: train age_mae mean: 11.316149 2021-05-07 18:11:41.817: INFO @log_variables: train gender_accuracy mean: 0.814743 2021-05-07 18:11:41.817: INFO @log_variables: train gender_confidence/loss nanmean: 0.073969 2021-05-07 18:11:41.817: INFO @log_variables: train gender_confidence/accuracy mean: 0.734520 2021-05-07 18:11:41.817: INFO @log_variables: train age_confidence/loss mean: 0.050334 2021-05-07 18:11:41.818: INFO @log_variables: train age_confidence/accuracy mean: 0.722584 2021-05-07 18:11:41.818: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 18:11:41.819: INFO @metrics_hook: train age_mae: 11.316 +-0.168 (13824) 2021-05-07 18:11:41.821: INFO @metrics_hook: train gender_accuracy: 0.815 +-0.007 (13824) 2021-05-07 18:11:44.595: INFO @decay_lr : LR updated to `0.00013385569` 2021-05-07 18:11:44.596: INFO @log_profile : T train: 31.458071 2021-05-07 18:11:44.596: INFO @log_profile : T read data: 0.369816 2021-05-07 18:11:44.596: INFO @log_profile : T hooks: 3.440714 2021-05-07 18:11:44.596: INFO @main_loop : Epoch 161 done 2021-05-07 18:11:44.596: INFO @main_loop : Training epoch 162 2021-05-07 18:12:16.913: INFO @log_variables: train loss nanmean: 2.079034 2021-05-07 18:12:16.914: INFO @log_variables: train age_loss mean: 11.435802 2021-05-07 18:12:16.914: INFO @log_variables: train gender_loss mean: 0.409918 2021-05-07 18:12:16.914: INFO @log_variables: train age_mae mean: 11.396863 2021-05-07 18:12:16.914: INFO @log_variables: train gender_accuracy mean: 0.807489 2021-05-07 18:12:16.914: INFO @log_variables: train gender_confidence/loss nanmean: 0.073506 2021-05-07 18:12:16.914: INFO @log_variables: train gender_confidence/accuracy mean: 0.730354 2021-05-07 18:12:16.914: INFO @log_variables: train age_confidence/loss mean: 0.050505 2021-05-07 18:12:16.915: INFO @log_variables: train age_confidence/accuracy mean: 0.721301 2021-05-07 18:12:16.915: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 18:12:16.919: INFO @metrics_hook: train age_mae: 11.397 +-0.170 (13807) 2021-05-07 18:12:16.922: INFO @metrics_hook: train gender_accuracy: 0.807 +-0.007 (13807) 2021-05-07 18:12:19.692: INFO @decay_lr : LR updated to `0.00013318642` 2021-05-07 18:12:19.694: INFO @log_profile : T train: 31.131557 2021-05-07 18:12:19.695: INFO @log_profile : T read data: 0.530448 2021-05-07 18:12:19.695: INFO @log_profile : T hooks: 3.371503 2021-05-07 18:12:19.695: INFO @main_loop : Epoch 162 done 2021-05-07 18:12:19.695: INFO @main_loop : Training epoch 163 2021-05-07 18:12:51.909: INFO @log_variables: train loss nanmean: 2.076463 2021-05-07 18:12:51.909: INFO @log_variables: train age_loss mean: 11.328011 2021-05-07 18:12:51.909: INFO @log_variables: train gender_loss mean: 0.410190 2021-05-07 18:12:51.909: INFO @log_variables: train age_mae mean: 11.288378 2021-05-07 18:12:51.909: INFO @log_variables: train gender_accuracy mean: 0.809317 2021-05-07 18:12:51.909: INFO @log_variables: train gender_confidence/loss nanmean: 0.074256 2021-05-07 18:12:51.909: INFO @log_variables: train gender_confidence/accuracy mean: 0.724899 2021-05-07 18:12:51.909: INFO @log_variables: train age_confidence/loss mean: 0.051039 2021-05-07 18:12:51.909: INFO @log_variables: train age_confidence/accuracy mean: 0.714988 2021-05-07 18:12:51.910: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 18:12:51.911: INFO @metrics_hook: train age_mae: 11.288 +-0.170 (13824) 2021-05-07 18:12:51.913: INFO @metrics_hook: train gender_accuracy: 0.809 +-0.007 (13824) 2021-05-07 18:12:54.735: INFO @decay_lr : LR updated to `0.00013252048` 2021-05-07 18:12:54.738: INFO @log_profile : T train: 31.216405 2021-05-07 18:12:54.741: INFO @log_profile : T read data: 0.370176 2021-05-07 18:12:54.741: INFO @log_profile : T hooks: 3.391503 2021-05-07 18:12:54.741: INFO @main_loop : Epoch 163 done 2021-05-07 18:12:54.741: INFO @main_loop : Training epoch 164 2021-05-07 18:13:27.159: INFO @log_variables: train loss nanmean: 2.073047 2021-05-07 18:13:27.159: INFO @log_variables: train age_loss mean: 11.476955 2021-05-07 18:13:27.159: INFO @log_variables: train gender_loss mean: 0.415729 2021-05-07 18:13:27.159: INFO @log_variables: train age_mae mean: 11.428288 2021-05-07 18:13:27.159: INFO @log_variables: train gender_accuracy mean: 0.805556 2021-05-07 18:13:27.159: INFO @log_variables: train gender_confidence/loss nanmean: 0.074076 2021-05-07 18:13:27.160: INFO @log_variables: train gender_confidence/accuracy mean: 0.718388 2021-05-07 18:13:27.160: INFO @log_variables: train age_confidence/loss mean: 0.050759 2021-05-07 18:13:27.160: INFO @log_variables: train age_confidence/accuracy mean: 0.717520 2021-05-07 18:13:27.160: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 18:13:27.164: INFO @metrics_hook: train age_mae: 11.428 +-0.172 (13824) 2021-05-07 18:13:27.168: INFO @metrics_hook: train gender_accuracy: 0.806 +-0.007 (13824) 2021-05-07 18:13:29.958: INFO @decay_lr : LR updated to `0.00013185787` 2021-05-07 18:13:29.960: INFO @log_profile : T train: 31.380444 2021-05-07 18:13:29.960: INFO @log_profile : T read data: 0.383428 2021-05-07 18:13:29.960: INFO @log_profile : T hooks: 3.388161 2021-05-07 18:13:29.960: INFO @main_loop : Epoch 164 done 2021-05-07 18:13:29.960: INFO @main_loop : Training epoch 165 2021-05-07 18:14:02.425: INFO @log_variables: train loss nanmean: 2.072259 2021-05-07 18:14:02.425: INFO @log_variables: train age_loss mean: 11.395119 2021-05-07 18:14:02.425: INFO @log_variables: train gender_loss mean: 0.398557 2021-05-07 18:14:02.425: INFO @log_variables: train age_mae mean: 11.376287 2021-05-07 18:14:02.425: INFO @log_variables: train gender_accuracy mean: 0.815239 2021-05-07 18:14:02.425: INFO @log_variables: train gender_confidence/loss nanmean: 0.074398 2021-05-07 18:14:02.426: INFO @log_variables: train gender_confidence/accuracy mean: 0.725429 2021-05-07 18:14:02.426: INFO @log_variables: train age_confidence/loss mean: 0.050871 2021-05-07 18:14:02.426: INFO @log_variables: train age_confidence/accuracy mean: 0.717607 2021-05-07 18:14:02.426: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 18:14:02.428: INFO @metrics_hook: train age_mae: 11.376 +-0.172 (13807) 2021-05-07 18:14:02.430: INFO @metrics_hook: train gender_accuracy: 0.815 +-0.007 (13807) 2021-05-07 18:14:05.142: INFO @decay_lr : LR updated to `0.00013119858` 2021-05-07 18:14:05.145: INFO @log_profile : T train: 31.299763 2021-05-07 18:14:05.145: INFO @log_profile : T read data: 0.523903 2021-05-07 18:14:05.145: INFO @log_profile : T hooks: 3.294648 2021-05-07 18:14:05.145: INFO @main_loop : Epoch 165 done 2021-05-07 18:14:05.145: INFO @main_loop : Training epoch 166 2021-05-07 18:14:37.627: INFO @log_variables: train loss nanmean: 2.089102 2021-05-07 18:14:37.627: INFO @log_variables: train age_loss mean: 11.343463 2021-05-07 18:14:37.627: INFO @log_variables: train gender_loss mean: 0.413777 2021-05-07 18:14:37.627: INFO @log_variables: train age_mae mean: 11.308535 2021-05-07 18:14:37.627: INFO @log_variables: train gender_accuracy mean: 0.809751 2021-05-07 18:14:37.627: INFO @log_variables: train gender_confidence/loss nanmean: 0.074860 2021-05-07 18:14:37.627: INFO @log_variables: train gender_confidence/accuracy mean: 0.719835 2021-05-07 18:14:37.627: INFO @log_variables: train age_confidence/loss mean: 0.050068 2021-05-07 18:14:37.627: INFO @log_variables: train age_confidence/accuracy mean: 0.719907 2021-05-07 18:14:37.628: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 18:14:37.629: INFO @metrics_hook: train age_mae: 11.309 +-0.168 (13824) 2021-05-07 18:14:37.633: INFO @metrics_hook: train gender_accuracy: 0.810 +-0.007 (13824) 2021-05-07 18:14:40.471: INFO @decay_lr : LR updated to `0.0001305426` 2021-05-07 18:14:40.472: INFO @log_profile : T train: 31.396535 2021-05-07 18:14:40.472: INFO @log_profile : T read data: 0.394450 2021-05-07 18:14:40.472: INFO @log_profile : T hooks: 3.469007 2021-05-07 18:14:40.472: INFO @main_loop : Epoch 166 done 2021-05-07 18:14:40.472: INFO @main_loop : Training epoch 167 2021-05-07 18:15:12.597: INFO @log_variables: train loss nanmean: 2.035317 2021-05-07 18:15:12.597: INFO @log_variables: train age_loss mean: 11.211546 2021-05-07 18:15:12.597: INFO @log_variables: train gender_loss mean: 0.410817 2021-05-07 18:15:12.597: INFO @log_variables: train age_mae mean: 11.203668 2021-05-07 18:15:12.597: INFO @log_variables: train gender_accuracy mean: 0.803096 2021-05-07 18:15:12.597: INFO @log_variables: train gender_confidence/loss nanmean: 0.072515 2021-05-07 18:15:12.597: INFO @log_variables: train gender_confidence/accuracy mean: 0.733796 2021-05-07 18:15:12.598: INFO @log_variables: train age_confidence/loss mean: 0.050848 2021-05-07 18:15:12.598: INFO @log_variables: train age_confidence/accuracy mean: 0.714771 2021-05-07 18:15:12.598: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 18:15:12.601: INFO @metrics_hook: train age_mae: 11.204 +-0.168 (13824) 2021-05-07 18:15:12.604: INFO @metrics_hook: train gender_accuracy: 0.803 +-0.007 (13824) 2021-05-07 18:15:15.364: INFO @decay_lr : LR updated to `0.00012988989` 2021-05-07 18:15:15.366: INFO @log_profile : T train: 31.098776 2021-05-07 18:15:15.366: INFO @log_profile : T read data: 0.376854 2021-05-07 18:15:15.366: INFO @log_profile : T hooks: 3.353831 2021-05-07 18:15:15.366: INFO @main_loop : Epoch 167 done 2021-05-07 18:15:15.366: INFO @main_loop : Training epoch 168 2021-05-07 18:15:47.885: INFO @log_variables: train loss nanmean: 2.090071 2021-05-07 18:15:47.885: INFO @log_variables: train age_loss mean: 11.525030 2021-05-07 18:15:47.885: INFO @log_variables: train gender_loss mean: 0.414833 2021-05-07 18:15:47.885: INFO @log_variables: train age_mae mean: 11.464009 2021-05-07 18:15:47.885: INFO @log_variables: train gender_accuracy mean: 0.802202 2021-05-07 18:15:47.885: INFO @log_variables: train gender_confidence/loss nanmean: 0.073464 2021-05-07 18:15:47.885: INFO @log_variables: train gender_confidence/accuracy mean: 0.726009 2021-05-07 18:15:47.886: INFO @log_variables: train age_confidence/loss mean: 0.050181 2021-05-07 18:15:47.886: INFO @log_variables: train age_confidence/accuracy mean: 0.725212 2021-05-07 18:15:47.886: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 18:15:47.888: INFO @metrics_hook: train age_mae: 11.464 +-0.171 (13807) 2021-05-07 18:15:47.890: INFO @metrics_hook: train gender_accuracy: 0.802 +-0.007 (13807) 2021-05-07 18:15:50.627: INFO @decay_lr : LR updated to `0.00012924043` 2021-05-07 18:15:50.630: INFO @log_profile : T train: 31.317563 2021-05-07 18:15:50.630: INFO @log_profile : T read data: 0.549031 2021-05-07 18:15:50.630: INFO @log_profile : T hooks: 3.332733 2021-05-07 18:15:50.630: INFO @main_loop : Epoch 168 done 2021-05-07 18:15:50.630: INFO @main_loop : Training epoch 169 2021-05-07 18:16:23.067: INFO @log_variables: train loss nanmean: 2.074311 2021-05-07 18:16:23.069: INFO @log_variables: train age_loss mean: 11.205969 2021-05-07 18:16:23.071: INFO @log_variables: train gender_loss mean: 0.409925 2021-05-07 18:16:23.072: INFO @log_variables: train age_mae mean: 11.197234 2021-05-07 18:16:23.074: INFO @log_variables: train gender_accuracy mean: 0.810041 2021-05-07 18:16:23.075: INFO @log_variables: train gender_confidence/loss nanmean: 0.074386 2021-05-07 18:16:23.077: INFO @log_variables: train gender_confidence/accuracy mean: 0.727575 2021-05-07 18:16:23.077: INFO @log_variables: train age_confidence/loss mean: 0.051002 2021-05-07 18:16:23.077: INFO @log_variables: train age_confidence/accuracy mean: 0.719039 2021-05-07 18:16:23.077: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 18:16:23.079: INFO @metrics_hook: train age_mae: 11.197 +-0.168 (13824) 2021-05-07 18:16:23.080: INFO @metrics_hook: train gender_accuracy: 0.810 +-0.007 (13824) 2021-05-07 18:16:25.830: INFO @decay_lr : LR updated to `0.00012859423` 2021-05-07 18:16:25.834: INFO @log_profile : T train: 31.386392 2021-05-07 18:16:25.834: INFO @log_profile : T read data: 0.385918 2021-05-07 18:16:25.834: INFO @log_profile : T hooks: 3.367151 2021-05-07 18:16:25.834: INFO @main_loop : Epoch 169 done 2021-05-07 18:16:25.834: INFO @main_loop : Training epoch 170 2021-05-07 18:16:58.167: INFO @log_variables: train loss nanmean: 2.017885 2021-05-07 18:16:58.168: INFO @log_variables: train age_loss mean: 11.069500 2021-05-07 18:16:58.168: INFO @log_variables: train gender_loss mean: 0.401066 2021-05-07 18:16:58.168: INFO @log_variables: train age_mae mean: 11.071651 2021-05-07 18:16:58.168: INFO @log_variables: train gender_accuracy mean: 0.818359 2021-05-07 18:16:58.168: INFO @log_variables: train gender_confidence/loss nanmean: 0.074358 2021-05-07 18:16:58.168: INFO @log_variables: train gender_confidence/accuracy mean: 0.726273 2021-05-07 18:16:58.168: INFO @log_variables: train age_confidence/loss mean: 0.051053 2021-05-07 18:16:58.168: INFO @log_variables: train age_confidence/accuracy mean: 0.715205 2021-05-07 18:16:58.168: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 18:16:58.170: INFO @metrics_hook: train age_mae: 11.072 +-0.168 (13824) 2021-05-07 18:16:58.173: INFO @metrics_hook: train gender_accuracy: 0.818 +-0.007 (13824) 2021-05-07 18:17:00.980: INFO @decay_lr : LR updated to `0.00012795125` 2021-05-07 18:17:00.981: INFO @log_profile : T train: 31.336126 2021-05-07 18:17:00.981: INFO @log_profile : T read data: 0.365077 2021-05-07 18:17:00.981: INFO @log_profile : T hooks: 3.384258 2021-05-07 18:17:00.981: INFO @main_loop : Epoch 170 done 2021-05-07 18:17:00.981: INFO @main_loop : Training epoch 171 2021-05-07 18:17:33.507: INFO @log_variables: train loss nanmean: 2.053064 2021-05-07 18:17:33.507: INFO @log_variables: train age_loss mean: 11.330792 2021-05-07 18:17:33.507: INFO @log_variables: train gender_loss mean: 0.399511 2021-05-07 18:17:33.507: INFO @log_variables: train age_mae mean: 11.292222 2021-05-07 18:17:33.508: INFO @log_variables: train gender_accuracy mean: 0.815755 2021-05-07 18:17:33.508: INFO @log_variables: train gender_confidence/loss nanmean: 0.074045 2021-05-07 18:17:33.508: INFO @log_variables: train gender_confidence/accuracy mean: 0.723886 2021-05-07 18:17:33.508: INFO @log_variables: train age_confidence/loss mean: 0.050537 2021-05-07 18:17:33.508: INFO @log_variables: train age_confidence/accuracy mean: 0.720703 2021-05-07 18:17:33.508: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 18:17:33.515: INFO @metrics_hook: train age_mae: 11.292 +-0.169 (13824) 2021-05-07 18:17:33.517: INFO @metrics_hook: train gender_accuracy: 0.816 +-0.007 (13824) 2021-05-07 18:17:36.311: INFO @decay_lr : LR updated to `0.00012731149` 2021-05-07 18:17:36.313: INFO @log_profile : T train: 31.511478 2021-05-07 18:17:36.313: INFO @log_profile : T read data: 0.371155 2021-05-07 18:17:36.313: INFO @log_profile : T hooks: 3.385363 2021-05-07 18:17:36.313: INFO @main_loop : Epoch 171 done 2021-05-07 18:17:36.313: INFO @main_loop : Training epoch 172 2021-05-07 18:18:08.904: INFO @log_variables: train loss nanmean: 2.032366 2021-05-07 18:18:08.905: INFO @log_variables: train age_loss mean: 11.269734 2021-05-07 18:18:08.905: INFO @log_variables: train gender_loss mean: 0.404568 2021-05-07 18:18:08.905: INFO @log_variables: train age_mae mean: 11.266842 2021-05-07 18:18:08.905: INFO @log_variables: train gender_accuracy mean: 0.812269 2021-05-07 18:18:08.905: INFO @log_variables: train gender_confidence/loss nanmean: 0.073504 2021-05-07 18:18:08.905: INFO @log_variables: train gender_confidence/accuracy mean: 0.726878 2021-05-07 18:18:08.905: INFO @log_variables: train age_confidence/loss mean: 0.050911 2021-05-07 18:18:08.905: INFO @log_variables: train age_confidence/accuracy mean: 0.720577 2021-05-07 18:18:08.905: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 18:18:08.908: INFO @metrics_hook: train age_mae: 11.267 +-0.170 (13807) 2021-05-07 18:18:08.910: INFO @metrics_hook: train gender_accuracy: 0.812 +-0.007 (13807) 2021-05-07 18:18:11.762: INFO @decay_lr : LR updated to `0.00012667493` 2021-05-07 18:18:11.763: INFO @log_profile : T train: 31.428693 2021-05-07 18:18:11.763: INFO @log_profile : T read data: 0.532902 2021-05-07 18:18:11.763: INFO @log_profile : T hooks: 3.425182 2021-05-07 18:18:11.764: INFO @main_loop : Epoch 172 done 2021-05-07 18:18:11.764: INFO @main_loop : Training epoch 173 2021-05-07 18:18:44.213: INFO @log_variables: train loss nanmean: 2.044546 2021-05-07 18:18:44.213: INFO @log_variables: train age_loss mean: 11.263379 2021-05-07 18:18:44.213: INFO @log_variables: train gender_loss mean: 0.403466 2021-05-07 18:18:44.213: INFO @log_variables: train age_mae mean: 11.240906 2021-05-07 18:18:44.213: INFO @log_variables: train gender_accuracy mean: 0.815321 2021-05-07 18:18:44.214: INFO @log_variables: train gender_confidence/loss nanmean: 0.074037 2021-05-07 18:18:44.214: INFO @log_variables: train gender_confidence/accuracy mean: 0.727648 2021-05-07 18:18:44.214: INFO @log_variables: train age_confidence/loss mean: 0.050779 2021-05-07 18:18:44.214: INFO @log_variables: train age_confidence/accuracy mean: 0.717520 2021-05-07 18:18:44.214: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 18:18:44.216: INFO @metrics_hook: train age_mae: 11.241 +-0.170 (13824) 2021-05-07 18:18:44.217: INFO @metrics_hook: train gender_accuracy: 0.815 +-0.007 (13824) 2021-05-07 18:18:47.062: INFO @decay_lr : LR updated to `0.00012604156` 2021-05-07 18:18:47.064: INFO @log_profile : T train: 31.440831 2021-05-07 18:18:47.064: INFO @log_profile : T read data: 0.361868 2021-05-07 18:18:47.064: INFO @log_profile : T hooks: 3.434950 2021-05-07 18:18:47.064: INFO @main_loop : Epoch 173 done 2021-05-07 18:18:47.065: INFO @main_loop : Training epoch 174 2021-05-07 18:19:18.523: INFO @log_variables: train loss nanmean: 2.047494 2021-05-07 18:19:18.524: INFO @log_variables: train age_loss mean: 11.270259 2021-05-07 18:19:18.524: INFO @log_variables: train gender_loss mean: 0.403244 2021-05-07 18:19:18.524: INFO @log_variables: train age_mae mean: 11.263398 2021-05-07 18:19:18.524: INFO @log_variables: train gender_accuracy mean: 0.812645 2021-05-07 18:19:18.524: INFO @log_variables: train gender_confidence/loss nanmean: 0.072918 2021-05-07 18:19:18.524: INFO @log_variables: train gender_confidence/accuracy mean: 0.730107 2021-05-07 18:19:18.524: INFO @log_variables: train age_confidence/loss mean: 0.050903 2021-05-07 18:19:18.524: INFO @log_variables: train age_confidence/accuracy mean: 0.718244 2021-05-07 18:19:18.524: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 18:19:18.529: INFO @metrics_hook: train age_mae: 11.263 +-0.170 (13824) 2021-05-07 18:19:18.532: INFO @metrics_hook: train gender_accuracy: 0.813 +-0.007 (13824) 2021-05-07 18:19:21.230: INFO @decay_lr : LR updated to `0.00012541134` 2021-05-07 18:19:21.232: INFO @log_profile : T train: 30.426982 2021-05-07 18:19:21.232: INFO @log_profile : T read data: 0.381440 2021-05-07 18:19:21.232: INFO @log_profile : T hooks: 3.294382 2021-05-07 18:19:21.232: INFO @main_loop : Epoch 174 done 2021-05-07 18:19:21.232: INFO @main_loop : Training epoch 175 2021-05-07 18:19:53.602: INFO @log_variables: train loss nanmean: 2.062040 2021-05-07 18:19:53.602: INFO @log_variables: train age_loss mean: 11.176489 2021-05-07 18:19:53.602: INFO @log_variables: train gender_loss mean: 0.412752 2021-05-07 18:19:53.603: INFO @log_variables: train age_mae mean: 11.170369 2021-05-07 18:19:53.603: INFO @log_variables: train gender_accuracy mean: 0.808358 2021-05-07 18:19:53.603: INFO @log_variables: train gender_confidence/loss nanmean: 0.073712 2021-05-07 18:19:53.603: INFO @log_variables: train gender_confidence/accuracy mean: 0.721156 2021-05-07 18:19:53.603: INFO @log_variables: train age_confidence/loss mean: 0.050968 2021-05-07 18:19:53.603: INFO @log_variables: train age_confidence/accuracy mean: 0.715000 2021-05-07 18:19:53.603: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 18:19:53.606: INFO @metrics_hook: train age_mae: 11.170 +-0.165 (13807) 2021-05-07 18:19:53.608: INFO @metrics_hook: train gender_accuracy: 0.808 +-0.007 (13807) 2021-05-07 18:19:56.417: INFO @decay_lr : LR updated to `0.00012478429` 2021-05-07 18:19:56.418: INFO @log_profile : T train: 31.177677 2021-05-07 18:19:56.418: INFO @log_profile : T read data: 0.540870 2021-05-07 18:19:56.419: INFO @log_profile : T hooks: 3.403567 2021-05-07 18:19:56.419: INFO @main_loop : Epoch 175 done 2021-05-07 18:19:56.419: INFO @main_loop : Training epoch 176 2021-05-07 18:20:27.782: INFO @log_variables: train loss nanmean: 2.004667 2021-05-07 18:20:27.784: INFO @log_variables: train age_loss mean: 11.023971 2021-05-07 18:20:27.786: INFO @log_variables: train gender_loss mean: 0.395942 2021-05-07 18:20:27.786: INFO @log_variables: train age_mae mean: 11.047215 2021-05-07 18:20:27.786: INFO @log_variables: train gender_accuracy mean: 0.820023 2021-05-07 18:20:27.786: INFO @log_variables: train gender_confidence/loss nanmean: 0.073714 2021-05-07 18:20:27.786: INFO @log_variables: train gender_confidence/accuracy mean: 0.736473 2021-05-07 18:20:27.786: INFO @log_variables: train age_confidence/loss mean: 0.051054 2021-05-07 18:20:27.786: INFO @log_variables: train age_confidence/accuracy mean: 0.715639 2021-05-07 18:20:27.786: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 18:20:27.787: INFO @metrics_hook: train age_mae: 11.047 +-0.167 (13824) 2021-05-07 18:20:27.789: INFO @metrics_hook: train gender_accuracy: 0.820 +-0.007 (13824) 2021-05-07 18:20:30.619: INFO @decay_lr : LR updated to `0.00012416036` 2021-05-07 18:20:30.620: INFO @log_profile : T train: 30.339928 2021-05-07 18:20:30.620: INFO @log_profile : T read data: 0.381511 2021-05-07 18:20:30.620: INFO @log_profile : T hooks: 3.416044 2021-05-07 18:20:30.621: INFO @main_loop : Epoch 176 done 2021-05-07 18:20:30.621: INFO @main_loop : Training epoch 177 2021-05-07 18:21:02.999: INFO @log_variables: train loss nanmean: 2.063294 2021-05-07 18:21:03.002: INFO @log_variables: train age_loss mean: 11.290736 2021-05-07 18:21:03.002: INFO @log_variables: train gender_loss mean: 0.396414 2021-05-07 18:21:03.002: INFO @log_variables: train age_mae mean: 11.270604 2021-05-07 18:21:03.002: INFO @log_variables: train gender_accuracy mean: 0.819878 2021-05-07 18:21:03.002: INFO @log_variables: train gender_confidence/loss nanmean: 0.074668 2021-05-07 18:21:03.003: INFO @log_variables: train gender_confidence/accuracy mean: 0.727575 2021-05-07 18:21:03.003: INFO @log_variables: train age_confidence/loss mean: 0.050608 2021-05-07 18:21:03.003: INFO @log_variables: train age_confidence/accuracy mean: 0.718244 2021-05-07 18:21:03.003: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 18:21:03.006: INFO @metrics_hook: train age_mae: 11.271 +-0.169 (13824) 2021-05-07 18:21:03.009: INFO @metrics_hook: train gender_accuracy: 0.820 +-0.007 (13824) 2021-05-07 18:21:08.606: INFO @decay_lr : LR updated to `0.00012353956` 2021-05-07 18:21:08.609: INFO @log_profile : T train: 31.357903 2021-05-07 18:21:08.609: INFO @log_profile : T read data: 0.370110 2021-05-07 18:21:08.609: INFO @log_profile : T hooks: 6.195743 2021-05-07 18:21:08.609: INFO @main_loop : Epoch 177 done 2021-05-07 18:21:08.609: INFO @main_loop : Training epoch 178 2021-05-07 18:21:40.923: INFO @log_variables: train loss nanmean: 2.016074 2021-05-07 18:21:40.924: INFO @log_variables: train age_loss mean: 11.065051 2021-05-07 18:21:40.924: INFO @log_variables: train gender_loss mean: 0.402701 2021-05-07 18:21:40.924: INFO @log_variables: train age_mae mean: 11.062945 2021-05-07 18:21:40.924: INFO @log_variables: train gender_accuracy mean: 0.814019 2021-05-07 18:21:40.924: INFO @log_variables: train gender_confidence/loss nanmean: 0.073574 2021-05-07 18:21:40.924: INFO @log_variables: train gender_confidence/accuracy mean: 0.726056 2021-05-07 18:21:40.924: INFO @log_variables: train age_confidence/loss mean: 0.051199 2021-05-07 18:21:40.924: INFO @log_variables: train age_confidence/accuracy mean: 0.715278 2021-05-07 18:21:40.924: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 18:21:40.926: INFO @metrics_hook: train age_mae: 11.063 +-0.169 (13824) 2021-05-07 18:21:40.928: INFO @metrics_hook: train gender_accuracy: 0.814 +-0.007 (13824) 2021-05-07 18:21:43.792: INFO @decay_lr : LR updated to `0.00012292186` 2021-05-07 18:21:43.794: INFO @log_profile : T train: 31.274865 2021-05-07 18:21:43.794: INFO @log_profile : T read data: 0.381026 2021-05-07 18:21:43.794: INFO @log_profile : T hooks: 3.463345 2021-05-07 18:21:43.794: INFO @main_loop : Epoch 178 done 2021-05-07 18:21:43.794: INFO @main_loop : Training epoch 179 2021-05-07 18:22:15.832: INFO @log_variables: train loss nanmean: 2.048310 2021-05-07 18:22:15.832: INFO @log_variables: train age_loss mean: 11.179783 2021-05-07 18:22:15.832: INFO @log_variables: train gender_loss mean: 0.406680 2021-05-07 18:22:15.832: INFO @log_variables: train age_mae mean: 11.167614 2021-05-07 18:22:15.832: INFO @log_variables: train gender_accuracy mean: 0.812921 2021-05-07 18:22:15.833: INFO @log_variables: train gender_confidence/loss nanmean: 0.074416 2021-05-07 18:22:15.833: INFO @log_variables: train gender_confidence/accuracy mean: 0.729340 2021-05-07 18:22:15.833: INFO @log_variables: train age_confidence/loss mean: 0.050838 2021-05-07 18:22:15.833: INFO @log_variables: train age_confidence/accuracy mean: 0.718042 2021-05-07 18:22:15.833: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 18:22:15.835: INFO @metrics_hook: train age_mae: 11.168 +-0.168 (13807) 2021-05-07 18:22:15.840: INFO @metrics_hook: train gender_accuracy: 0.813 +-0.007 (13807) 2021-05-07 18:22:18.653: INFO @decay_lr : LR updated to `0.00012230725` 2021-05-07 18:22:18.656: INFO @log_profile : T train: 30.861070 2021-05-07 18:22:18.657: INFO @log_profile : T read data: 0.523391 2021-05-07 18:22:18.657: INFO @log_profile : T hooks: 3.413614 2021-05-07 18:22:18.657: INFO @main_loop : Epoch 179 done 2021-05-07 18:22:18.657: INFO @main_loop : Training epoch 180 2021-05-07 18:22:51.107: INFO @log_variables: train loss nanmean: 2.033289 2021-05-07 18:22:51.108: INFO @log_variables: train age_loss mean: 11.190676 2021-05-07 18:22:51.108: INFO @log_variables: train gender_loss mean: 0.395521 2021-05-07 18:22:51.113: INFO @log_variables: train age_mae mean: 11.192017 2021-05-07 18:22:51.115: INFO @log_variables: train gender_accuracy mean: 0.815466 2021-05-07 18:22:51.117: INFO @log_variables: train gender_confidence/loss nanmean: 0.073079 2021-05-07 18:22:51.119: INFO @log_variables: train gender_confidence/accuracy mean: 0.737051 2021-05-07 18:22:51.120: INFO @log_variables: train age_confidence/loss mean: 0.051042 2021-05-07 18:22:51.120: INFO @log_variables: train age_confidence/accuracy mean: 0.715712 2021-05-07 18:22:51.120: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 18:22:51.122: INFO @metrics_hook: train age_mae: 11.192 +-0.167 (13824) 2021-05-07 18:22:51.123: INFO @metrics_hook: train gender_accuracy: 0.815 +-0.007 (13824) 2021-05-07 18:22:53.972: INFO @decay_lr : LR updated to `0.00012169571` 2021-05-07 18:22:53.974: INFO @log_profile : T train: 31.400469 2021-05-07 18:22:53.974: INFO @log_profile : T read data: 0.391147 2021-05-07 18:22:53.975: INFO @log_profile : T hooks: 3.459888 2021-05-07 18:22:53.975: INFO @main_loop : Epoch 180 done 2021-05-07 18:22:53.975: INFO @main_loop : Training epoch 181 2021-05-07 18:23:26.363: INFO @log_variables: train loss nanmean: 2.049982 2021-05-07 18:23:26.363: INFO @log_variables: train age_loss mean: 11.309871 2021-05-07 18:23:26.363: INFO @log_variables: train gender_loss mean: 0.399576 2021-05-07 18:23:26.363: INFO @log_variables: train age_mae mean: 11.288399 2021-05-07 18:23:26.363: INFO @log_variables: train gender_accuracy mean: 0.813861 2021-05-07 18:23:26.363: INFO @log_variables: train gender_confidence/loss nanmean: 0.072982 2021-05-07 18:23:26.363: INFO @log_variables: train gender_confidence/accuracy mean: 0.732692 2021-05-07 18:23:26.363: INFO @log_variables: train age_confidence/loss mean: 0.050769 2021-05-07 18:23:26.363: INFO @log_variables: train age_confidence/accuracy mean: 0.720249 2021-05-07 18:23:26.364: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 18:23:26.366: INFO @metrics_hook: train age_mae: 11.288 +-0.172 (13823) 2021-05-07 18:23:26.368: INFO @metrics_hook: train gender_accuracy: 0.814 +-0.007 (13823) 2021-05-07 18:23:29.220: INFO @decay_lr : LR updated to `0.00012108723` 2021-05-07 18:23:29.222: INFO @log_profile : T train: 31.382709 2021-05-07 18:23:29.222: INFO @log_profile : T read data: 0.373281 2021-05-07 18:23:29.222: INFO @log_profile : T hooks: 3.427638 2021-05-07 18:23:29.222: INFO @main_loop : Epoch 181 done 2021-05-07 18:23:29.222: INFO @main_loop : Training epoch 182 2021-05-07 18:24:01.863: INFO @log_variables: train loss nanmean: 1.992195 2021-05-07 18:24:01.864: INFO @log_variables: train age_loss mean: 11.012223 2021-05-07 18:24:01.864: INFO @log_variables: train gender_loss mean: 0.396769 2021-05-07 18:24:01.864: INFO @log_variables: train age_mae mean: 11.027454 2021-05-07 18:24:01.864: INFO @log_variables: train gender_accuracy mean: 0.818643 2021-05-07 18:24:01.864: INFO @log_variables: train gender_confidence/loss nanmean: 0.073545 2021-05-07 18:24:01.864: INFO @log_variables: train gender_confidence/accuracy mean: 0.731223 2021-05-07 18:24:01.864: INFO @log_variables: train age_confidence/loss mean: 0.051054 2021-05-07 18:24:01.864: INFO @log_variables: train age_confidence/accuracy mean: 0.714058 2021-05-07 18:24:01.864: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 18:24:01.867: INFO @metrics_hook: train age_mae: 11.027 +-0.167 (13807) 2021-05-07 18:24:01.869: INFO @metrics_hook: train gender_accuracy: 0.819 +-0.007 (13807) 2021-05-07 18:24:04.727: INFO @decay_lr : LR updated to `0.00012048179` 2021-05-07 18:24:04.729: INFO @log_profile : T train: 31.448009 2021-05-07 18:24:04.729: INFO @log_profile : T read data: 0.527234 2021-05-07 18:24:04.729: INFO @log_profile : T hooks: 3.464808 2021-05-07 18:24:04.729: INFO @main_loop : Epoch 182 done 2021-05-07 18:24:04.729: INFO @main_loop : Training epoch 183 2021-05-07 18:24:37.030: INFO @log_variables: train loss nanmean: 2.061905 2021-05-07 18:24:37.030: INFO @log_variables: train age_loss mean: 11.214714 2021-05-07 18:24:37.030: INFO @log_variables: train gender_loss mean: 0.395775 2021-05-07 18:24:37.030: INFO @log_variables: train age_mae mean: 11.195842 2021-05-07 18:24:37.030: INFO @log_variables: train gender_accuracy mean: 0.820168 2021-05-07 18:24:37.030: INFO @log_variables: train gender_confidence/loss nanmean: 0.074059 2021-05-07 18:24:37.030: INFO @log_variables: train gender_confidence/accuracy mean: 0.734303 2021-05-07 18:24:37.030: INFO @log_variables: train age_confidence/loss mean: 0.050935 2021-05-07 18:24:37.031: INFO @log_variables: train age_confidence/accuracy mean: 0.718750 2021-05-07 18:24:37.031: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 18:24:37.033: INFO @metrics_hook: train age_mae: 11.196 +-0.169 (13824) 2021-05-07 18:24:37.036: INFO @metrics_hook: train gender_accuracy: 0.820 +-0.007 (13824) 2021-05-07 18:24:39.924: INFO @decay_lr : LR updated to `0.00011987938` 2021-05-07 18:24:39.925: INFO @log_profile : T train: 31.264213 2021-05-07 18:24:39.925: INFO @log_profile : T read data: 0.386950 2021-05-07 18:24:39.925: INFO @log_profile : T hooks: 3.476613 2021-05-07 18:24:39.925: INFO @main_loop : Epoch 183 done 2021-05-07 18:24:39.925: INFO @main_loop : Training epoch 184 2021-05-07 18:25:11.306: INFO @log_variables: train loss nanmean: 2.018470 2021-05-07 18:25:11.307: INFO @log_variables: train age_loss mean: 11.081844 2021-05-07 18:25:11.307: INFO @log_variables: train gender_loss mean: 0.400827 2021-05-07 18:25:11.307: INFO @log_variables: train age_mae mean: 11.086846 2021-05-07 18:25:11.307: INFO @log_variables: train gender_accuracy mean: 0.815249 2021-05-07 18:25:11.307: INFO @log_variables: train gender_confidence/loss nanmean: 0.074161 2021-05-07 18:25:11.307: INFO @log_variables: train gender_confidence/accuracy mean: 0.716363 2021-05-07 18:25:11.307: INFO @log_variables: train age_confidence/loss mean: 0.051845 2021-05-07 18:25:11.307: INFO @log_variables: train age_confidence/accuracy mean: 0.708550 2021-05-07 18:25:11.307: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 18:25:11.309: INFO @metrics_hook: train age_mae: 11.087 +-0.167 (13824) 2021-05-07 18:25:11.311: INFO @metrics_hook: train gender_accuracy: 0.815 +-0.007 (13824) 2021-05-07 18:25:14.096: INFO @decay_lr : LR updated to `0.00011927999` 2021-05-07 18:25:14.097: INFO @log_profile : T train: 30.337599 2021-05-07 18:25:14.097: INFO @log_profile : T read data: 0.383333 2021-05-07 18:25:14.097: INFO @log_profile : T hooks: 3.385905 2021-05-07 18:25:14.098: INFO @main_loop : Epoch 184 done 2021-05-07 18:25:14.098: INFO @main_loop : Training epoch 185 2021-05-07 18:25:46.284: INFO @log_variables: train loss nanmean: 1.977520 2021-05-07 18:25:46.284: INFO @log_variables: train age_loss mean: 10.926854 2021-05-07 18:25:46.284: INFO @log_variables: train gender_loss mean: 0.391531 2021-05-07 18:25:46.284: INFO @log_variables: train age_mae mean: 10.939074 2021-05-07 18:25:46.284: INFO @log_variables: train gender_accuracy mean: 0.825810 2021-05-07 18:25:46.284: INFO @log_variables: train gender_confidence/loss nanmean: 0.075361 2021-05-07 18:25:46.284: INFO @log_variables: train gender_confidence/accuracy mean: 0.729818 2021-05-07 18:25:46.284: INFO @log_variables: train age_confidence/loss mean: 0.051662 2021-05-07 18:25:46.284: INFO @log_variables: train age_confidence/accuracy mean: 0.710503 2021-05-07 18:25:46.284: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 18:25:46.286: INFO @metrics_hook: train age_mae: 10.939 +-0.164 (13824) 2021-05-07 18:25:46.288: INFO @metrics_hook: train gender_accuracy: 0.826 +-0.006 (13824) 2021-05-07 18:25:49.163: INFO @decay_lr : LR updated to `0.00011868359` 2021-05-07 18:25:49.164: INFO @log_profile : T train: 31.178504 2021-05-07 18:25:49.164: INFO @log_profile : T read data: 0.360758 2021-05-07 18:25:49.164: INFO @log_profile : T hooks: 3.464656 2021-05-07 18:25:49.165: INFO @main_loop : Epoch 185 done 2021-05-07 18:25:49.165: INFO @main_loop : Training epoch 186 2021-05-07 18:26:21.630: INFO @log_variables: train loss nanmean: 1.996638 2021-05-07 18:26:21.630: INFO @log_variables: train age_loss mean: 10.985310 2021-05-07 18:26:21.630: INFO @log_variables: train gender_loss mean: 0.395040 2021-05-07 18:26:21.630: INFO @log_variables: train age_mae mean: 11.024563 2021-05-07 18:26:21.630: INFO @log_variables: train gender_accuracy mean: 0.816180 2021-05-07 18:26:21.630: INFO @log_variables: train gender_confidence/loss nanmean: 0.073522 2021-05-07 18:26:21.631: INFO @log_variables: train gender_confidence/accuracy mean: 0.726805 2021-05-07 18:26:21.631: INFO @log_variables: train age_confidence/loss mean: 0.052151 2021-05-07 18:26:21.631: INFO @log_variables: train age_confidence/accuracy mean: 0.703701 2021-05-07 18:26:21.631: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 18:26:21.632: INFO @metrics_hook: train age_mae: 11.025 +-0.167 (13807) 2021-05-07 18:26:21.634: INFO @metrics_hook: train gender_accuracy: 0.816 +-0.007 (13807) 2021-05-07 18:26:24.427: INFO @decay_lr : LR updated to `0.00011809017` 2021-05-07 18:26:24.429: INFO @log_profile : T train: 31.230889 2021-05-07 18:26:24.429: INFO @log_profile : T read data: 0.553110 2021-05-07 18:26:24.429: INFO @log_profile : T hooks: 3.412468 2021-05-07 18:26:24.429: INFO @main_loop : Epoch 186 done 2021-05-07 18:26:24.429: INFO @main_loop : Training epoch 187 2021-05-07 18:26:57.374: INFO @log_variables: train loss nanmean: 2.016320 2021-05-07 18:26:57.375: INFO @log_variables: train age_loss mean: 10.979087 2021-05-07 18:26:57.375: INFO @log_variables: train gender_loss mean: 0.401063 2021-05-07 18:26:57.376: INFO @log_variables: train age_mae mean: 10.992780 2021-05-07 18:26:57.376: INFO @log_variables: train gender_accuracy mean: 0.819372 2021-05-07 18:26:57.376: INFO @log_variables: train gender_confidence/loss nanmean: 0.075013 2021-05-07 18:26:57.376: INFO @log_variables: train gender_confidence/accuracy mean: 0.722295 2021-05-07 18:26:57.376: INFO @log_variables: train age_confidence/loss mean: 0.051560 2021-05-07 18:26:57.376: INFO @log_variables: train age_confidence/accuracy mean: 0.709635 2021-05-07 18:26:57.376: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 18:26:57.378: INFO @metrics_hook: train age_mae: 10.993 +-0.167 (13824) 2021-05-07 18:26:57.380: INFO @metrics_hook: train gender_accuracy: 0.819 +-0.007 (13824) 2021-05-07 18:27:00.243: INFO @decay_lr : LR updated to `0.000117499716` 2021-05-07 18:27:00.245: INFO @log_profile : T train: 31.863828 2021-05-07 18:27:00.245: INFO @log_profile : T read data: 0.390952 2021-05-07 18:27:00.245: INFO @log_profile : T hooks: 3.497355 2021-05-07 18:27:00.246: INFO @main_loop : Epoch 187 done 2021-05-07 18:27:00.246: INFO @main_loop : Training epoch 188 2021-05-07 18:27:32.861: INFO @log_variables: train loss nanmean: 2.029197 2021-05-07 18:27:32.864: INFO @log_variables: train age_loss mean: 11.117305 2021-05-07 18:27:32.864: INFO @log_variables: train gender_loss mean: 0.397245 2021-05-07 18:27:32.864: INFO @log_variables: train age_mae mean: 11.101294 2021-05-07 18:27:32.864: INFO @log_variables: train gender_accuracy mean: 0.818793 2021-05-07 18:27:32.864: INFO @log_variables: train gender_confidence/loss nanmean: 0.074517 2021-05-07 18:27:32.865: INFO @log_variables: train gender_confidence/accuracy mean: 0.723958 2021-05-07 18:27:32.865: INFO @log_variables: train age_confidence/loss mean: 0.051791 2021-05-07 18:27:32.865: INFO @log_variables: train age_confidence/accuracy mean: 0.706814 2021-05-07 18:27:32.865: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 18:27:32.866: INFO @metrics_hook: train age_mae: 11.101 +-0.168 (13824) 2021-05-07 18:27:32.868: INFO @metrics_hook: train gender_accuracy: 0.819 +-0.007 (13824) 2021-05-07 18:27:35.688: INFO @decay_lr : LR updated to `0.00011691222` 2021-05-07 18:27:35.690: INFO @log_profile : T train: 31.581431 2021-05-07 18:27:35.690: INFO @log_profile : T read data: 0.375944 2021-05-07 18:27:35.690: INFO @log_profile : T hooks: 3.422810 2021-05-07 18:27:35.690: INFO @main_loop : Epoch 188 done 2021-05-07 18:27:35.690: INFO @main_loop : Training epoch 189 2021-05-07 18:28:08.034: INFO @log_variables: train loss nanmean: 2.024004 2021-05-07 18:28:08.035: INFO @log_variables: train age_loss mean: 10.982229 2021-05-07 18:28:08.035: INFO @log_variables: train gender_loss mean: 0.407696 2021-05-07 18:28:08.035: INFO @log_variables: train age_mae mean: 11.013347 2021-05-07 18:28:08.035: INFO @log_variables: train gender_accuracy mean: 0.808793 2021-05-07 18:28:08.035: INFO @log_variables: train gender_confidence/loss nanmean: 0.073624 2021-05-07 18:28:08.035: INFO @log_variables: train gender_confidence/accuracy mean: 0.723908 2021-05-07 18:28:08.035: INFO @log_variables: train age_confidence/loss mean: 0.051475 2021-05-07 18:28:08.035: INFO @log_variables: train age_confidence/accuracy mean: 0.710075 2021-05-07 18:28:08.035: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 18:28:08.038: INFO @metrics_hook: train age_mae: 11.013 +-0.167 (13807) 2021-05-07 18:28:08.040: INFO @metrics_hook: train gender_accuracy: 0.809 +-0.007 (13807) 2021-05-07 18:28:10.821: INFO @decay_lr : LR updated to `0.00011632766` 2021-05-07 18:28:10.823: INFO @log_profile : T train: 31.159840 2021-05-07 18:28:10.823: INFO @log_profile : T read data: 0.524572 2021-05-07 18:28:10.823: INFO @log_profile : T hooks: 3.386234 2021-05-07 18:28:10.823: INFO @main_loop : Epoch 189 done 2021-05-07 18:28:10.823: INFO @main_loop : Training epoch 190 2021-05-07 18:28:42.135: INFO @log_variables: train loss nanmean: 1.968704 2021-05-07 18:28:42.135: INFO @log_variables: train age_loss mean: 10.945380 2021-05-07 18:28:42.135: INFO @log_variables: train gender_loss mean: 0.377500 2021-05-07 18:28:42.135: INFO @log_variables: train age_mae mean: 10.953030 2021-05-07 18:28:42.135: INFO @log_variables: train gender_accuracy mean: 0.824653 2021-05-07 18:28:42.135: INFO @log_variables: train gender_confidence/loss nanmean: 0.072595 2021-05-07 18:28:42.136: INFO @log_variables: train gender_confidence/accuracy mean: 0.742622 2021-05-07 18:28:42.136: INFO @log_variables: train age_confidence/loss mean: 0.051052 2021-05-07 18:28:42.136: INFO @log_variables: train age_confidence/accuracy mean: 0.714771 2021-05-07 18:28:42.136: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 18:28:42.138: INFO @metrics_hook: train age_mae: 10.953 +-0.165 (13824) 2021-05-07 18:28:42.142: INFO @metrics_hook: train gender_accuracy: 0.825 +-0.006 (13824) 2021-05-07 18:28:44.910: INFO @decay_lr : LR updated to `0.00011574602` 2021-05-07 18:28:44.912: INFO @log_profile : T train: 30.277896 2021-05-07 18:28:44.912: INFO @log_profile : T read data: 0.383666 2021-05-07 18:28:44.912: INFO @log_profile : T hooks: 3.363875 2021-05-07 18:28:44.913: INFO @main_loop : Epoch 190 done 2021-05-07 18:28:44.913: INFO @main_loop : Training epoch 191 2021-05-07 18:29:16.712: INFO @log_variables: train loss nanmean: 1.995557 2021-05-07 18:29:16.713: INFO @log_variables: train age_loss mean: 11.026094 2021-05-07 18:29:16.713: INFO @log_variables: train gender_loss mean: 0.396561 2021-05-07 18:29:16.713: INFO @log_variables: train age_mae mean: 11.051372 2021-05-07 18:29:16.713: INFO @log_variables: train gender_accuracy mean: 0.815308 2021-05-07 18:29:16.713: INFO @log_variables: train gender_confidence/loss nanmean: 0.073210 2021-05-07 18:29:16.713: INFO @log_variables: train gender_confidence/accuracy mean: 0.730160 2021-05-07 18:29:16.713: INFO @log_variables: train age_confidence/loss mean: 0.051659 2021-05-07 18:29:16.713: INFO @log_variables: train age_confidence/accuracy mean: 0.709687 2021-05-07 18:29:16.713: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 18:29:16.715: INFO @metrics_hook: train age_mae: 11.051 +-0.168 (13823) 2021-05-07 18:29:16.719: INFO @metrics_hook: train gender_accuracy: 0.815 +-0.007 (13823) 2021-05-07 18:29:19.513: INFO @decay_lr : LR updated to `0.00011516729` 2021-05-07 18:29:19.515: INFO @log_profile : T train: 30.780776 2021-05-07 18:29:19.515: INFO @log_profile : T read data: 0.379433 2021-05-07 18:29:19.515: INFO @log_profile : T hooks: 3.378429 2021-05-07 18:29:19.516: INFO @main_loop : Epoch 191 done 2021-05-07 18:29:19.516: INFO @main_loop : Training epoch 192 2021-05-07 18:29:51.024: INFO @log_variables: train loss nanmean: 1.987879 2021-05-07 18:29:51.024: INFO @log_variables: train age_loss mean: 10.856919 2021-05-07 18:29:51.024: INFO @log_variables: train gender_loss mean: 0.391430 2021-05-07 18:29:51.024: INFO @log_variables: train age_mae mean: 10.860650 2021-05-07 18:29:51.024: INFO @log_variables: train gender_accuracy mean: 0.822554 2021-05-07 18:29:51.024: INFO @log_variables: train gender_confidence/loss nanmean: 0.073885 2021-05-07 18:29:51.024: INFO @log_variables: train gender_confidence/accuracy mean: 0.736655 2021-05-07 18:29:51.024: INFO @log_variables: train age_confidence/loss mean: 0.051117 2021-05-07 18:29:51.024: INFO @log_variables: train age_confidence/accuracy mean: 0.715072 2021-05-07 18:29:51.024: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 18:29:51.026: INFO @metrics_hook: train age_mae: 10.861 +-0.165 (13807) 2021-05-07 18:29:51.028: INFO @metrics_hook: train gender_accuracy: 0.823 +-0.007 (13807) 2021-05-07 18:29:53.832: INFO @decay_lr : LR updated to `0.00011459146` 2021-05-07 18:29:53.835: INFO @log_profile : T train: 30.293780 2021-05-07 18:29:53.835: INFO @log_profile : T read data: 0.557028 2021-05-07 18:29:53.835: INFO @log_profile : T hooks: 3.403320 2021-05-07 18:29:53.835: INFO @main_loop : Epoch 192 done 2021-05-07 18:29:53.836: INFO @main_loop : Training epoch 193 2021-05-07 18:30:26.195: INFO @log_variables: train loss nanmean: 1.973163 2021-05-07 18:30:26.196: INFO @log_variables: train age_loss mean: 11.030814 2021-05-07 18:30:26.196: INFO @log_variables: train gender_loss mean: 0.384211 2021-05-07 18:30:26.196: INFO @log_variables: train age_mae mean: 11.037847 2021-05-07 18:30:26.196: INFO @log_variables: train gender_accuracy mean: 0.826823 2021-05-07 18:30:26.196: INFO @log_variables: train gender_confidence/loss nanmean: 0.073464 2021-05-07 18:30:26.196: INFO @log_variables: train gender_confidence/accuracy mean: 0.738354 2021-05-07 18:30:26.196: INFO @log_variables: train age_confidence/loss mean: 0.051068 2021-05-07 18:30:26.196: INFO @log_variables: train age_confidence/accuracy mean: 0.716001 2021-05-07 18:30:26.196: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 18:30:26.198: INFO @metrics_hook: train age_mae: 11.038 +-0.168 (13824) 2021-05-07 18:30:26.202: INFO @metrics_hook: train gender_accuracy: 0.827 +-0.006 (13824) 2021-05-07 18:30:29.061: INFO @decay_lr : LR updated to `0.0001140185` 2021-05-07 18:30:29.063: INFO @log_profile : T train: 31.349348 2021-05-07 18:30:29.063: INFO @log_profile : T read data: 0.370852 2021-05-07 18:30:29.063: INFO @log_profile : T hooks: 3.444624 2021-05-07 18:30:29.063: INFO @main_loop : Epoch 193 done 2021-05-07 18:30:29.063: INFO @main_loop : Training epoch 194 2021-05-07 18:31:01.396: INFO @log_variables: train loss nanmean: 2.002368 2021-05-07 18:31:01.397: INFO @log_variables: train age_loss mean: 11.004274 2021-05-07 18:31:01.397: INFO @log_variables: train gender_loss mean: 0.396661 2021-05-07 18:31:01.397: INFO @log_variables: train age_mae mean: 11.022522 2021-05-07 18:31:01.397: INFO @log_variables: train gender_accuracy mean: 0.819155 2021-05-07 18:31:01.397: INFO @log_variables: train gender_confidence/loss nanmean: 0.073457 2021-05-07 18:31:01.397: INFO @log_variables: train gender_confidence/accuracy mean: 0.736039 2021-05-07 18:31:01.397: INFO @log_variables: train age_confidence/loss mean: 0.051391 2021-05-07 18:31:01.397: INFO @log_variables: train age_confidence/accuracy mean: 0.711444 2021-05-07 18:31:01.397: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 18:31:01.399: INFO @metrics_hook: train age_mae: 11.023 +-0.168 (13824) 2021-05-07 18:31:01.400: INFO @metrics_hook: train gender_accuracy: 0.819 +-0.007 (13824) 2021-05-07 18:31:04.250: INFO @decay_lr : LR updated to `0.000113448405` 2021-05-07 18:31:04.251: INFO @log_profile : T train: 31.325212 2021-05-07 18:31:04.252: INFO @log_profile : T read data: 0.373157 2021-05-07 18:31:04.252: INFO @log_profile : T hooks: 3.427461 2021-05-07 18:31:04.252: INFO @main_loop : Epoch 194 done 2021-05-07 18:31:04.252: INFO @main_loop : Training epoch 195 2021-05-07 18:31:36.881: INFO @log_variables: train loss nanmean: 1.982795 2021-05-07 18:31:36.883: INFO @log_variables: train age_loss mean: 10.891984 2021-05-07 18:31:36.884: INFO @log_variables: train gender_loss mean: 0.388068 2021-05-07 18:31:36.884: INFO @log_variables: train age_mae mean: 10.920882 2021-05-07 18:31:36.884: INFO @log_variables: train gender_accuracy mean: 0.825014 2021-05-07 18:31:36.884: INFO @log_variables: train gender_confidence/loss nanmean: 0.073200 2021-05-07 18:31:36.884: INFO @log_variables: train gender_confidence/accuracy mean: 0.734954 2021-05-07 18:31:36.884: INFO @log_variables: train age_confidence/loss mean: 0.051353 2021-05-07 18:31:36.884: INFO @log_variables: train age_confidence/accuracy mean: 0.711444 2021-05-07 18:31:36.884: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 18:31:36.885: INFO @metrics_hook: train age_mae: 10.921 +-0.165 (13824) 2021-05-07 18:31:36.887: INFO @metrics_hook: train gender_accuracy: 0.825 +-0.006 (13824) 2021-05-07 18:31:39.735: INFO @decay_lr : LR updated to `0.000112881164` 2021-05-07 18:31:39.736: INFO @log_profile : T train: 31.563657 2021-05-07 18:31:39.736: INFO @log_profile : T read data: 0.376984 2021-05-07 18:31:39.737: INFO @log_profile : T hooks: 3.481448 2021-05-07 18:31:39.737: INFO @main_loop : Epoch 195 done 2021-05-07 18:31:39.737: INFO @main_loop : Training epoch 196 2021-05-07 18:32:12.214: INFO @log_variables: train loss nanmean: 1.947727 2021-05-07 18:32:12.214: INFO @log_variables: train age_loss mean: 10.855724 2021-05-07 18:32:12.214: INFO @log_variables: train gender_loss mean: 0.376808 2021-05-07 18:32:12.214: INFO @log_variables: train age_mae mean: 10.888371 2021-05-07 18:32:12.214: INFO @log_variables: train gender_accuracy mean: 0.825089 2021-05-07 18:32:12.214: INFO @log_variables: train gender_confidence/loss nanmean: 0.072142 2021-05-07 18:32:12.214: INFO @log_variables: train gender_confidence/accuracy mean: 0.744984 2021-05-07 18:32:12.214: INFO @log_variables: train age_confidence/loss mean: 0.051414 2021-05-07 18:32:12.214: INFO @log_variables: train age_confidence/accuracy mean: 0.711089 2021-05-07 18:32:12.214: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 18:32:12.215: INFO @metrics_hook: train age_mae: 10.888 +-0.166 (13807) 2021-05-07 18:32:12.217: INFO @metrics_hook: train gender_accuracy: 0.825 +-0.006 (13807) 2021-05-07 18:32:15.076: INFO @decay_lr : LR updated to `0.00011231676` 2021-05-07 18:32:15.078: INFO @log_profile : T train: 31.333665 2021-05-07 18:32:15.078: INFO @log_profile : T read data: 0.507909 2021-05-07 18:32:15.078: INFO @log_profile : T hooks: 3.435945 2021-05-07 18:32:15.078: INFO @main_loop : Epoch 196 done 2021-05-07 18:32:15.078: INFO @main_loop : Training epoch 197 2021-05-07 18:32:47.608: INFO @log_variables: train loss nanmean: 1.972677 2021-05-07 18:32:47.611: INFO @log_variables: train age_loss mean: 10.840416 2021-05-07 18:32:47.611: INFO @log_variables: train gender_loss mean: 0.392511 2021-05-07 18:32:47.611: INFO @log_variables: train age_mae mean: 10.860702 2021-05-07 18:32:47.611: INFO @log_variables: train gender_accuracy mean: 0.823857 2021-05-07 18:32:47.611: INFO @log_variables: train gender_confidence/loss nanmean: 0.074730 2021-05-07 18:32:47.612: INFO @log_variables: train gender_confidence/accuracy mean: 0.730686 2021-05-07 18:32:47.612: INFO @log_variables: train age_confidence/loss mean: 0.051578 2021-05-07 18:32:47.612: INFO @log_variables: train age_confidence/accuracy mean: 0.710648 2021-05-07 18:32:47.612: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 18:32:47.615: INFO @metrics_hook: train age_mae: 10.861 +-0.166 (13824) 2021-05-07 18:32:47.616: INFO @metrics_hook: train gender_accuracy: 0.824 +-0.006 (13824) 2021-05-07 18:32:50.444: INFO @decay_lr : LR updated to `0.00011175518` 2021-05-07 18:32:50.445: INFO @log_profile : T train: 31.475569 2021-05-07 18:32:50.445: INFO @log_profile : T read data: 0.370685 2021-05-07 18:32:50.445: INFO @log_profile : T hooks: 3.458393 2021-05-07 18:32:50.445: INFO @main_loop : Epoch 197 done 2021-05-07 18:32:50.445: INFO @main_loop : Training epoch 198 2021-05-07 18:33:22.966: INFO @log_variables: train loss nanmean: 1.970909 2021-05-07 18:33:22.966: INFO @log_variables: train age_loss mean: 10.895661 2021-05-07 18:33:22.966: INFO @log_variables: train gender_loss mean: 0.396153 2021-05-07 18:33:22.966: INFO @log_variables: train age_mae mean: 10.891059 2021-05-07 18:33:22.966: INFO @log_variables: train gender_accuracy mean: 0.818504 2021-05-07 18:33:22.967: INFO @log_variables: train gender_confidence/loss nanmean: 0.073836 2021-05-07 18:33:22.967: INFO @log_variables: train gender_confidence/accuracy mean: 0.731409 2021-05-07 18:33:22.967: INFO @log_variables: train age_confidence/loss mean: 0.051318 2021-05-07 18:33:22.967: INFO @log_variables: train age_confidence/accuracy mean: 0.711155 2021-05-07 18:33:22.967: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 18:33:22.969: INFO @metrics_hook: train age_mae: 10.891 +-0.166 (13824) 2021-05-07 18:33:22.971: INFO @metrics_hook: train gender_accuracy: 0.819 +-0.007 (13824) 2021-05-07 18:33:25.902: INFO @decay_lr : LR updated to `0.0001111964` 2021-05-07 18:33:25.903: INFO @log_profile : T train: 31.488530 2021-05-07 18:33:25.903: INFO @log_profile : T read data: 0.382601 2021-05-07 18:33:25.903: INFO @log_profile : T hooks: 3.522358 2021-05-07 18:33:25.903: INFO @main_loop : Epoch 198 done 2021-05-07 18:33:25.903: INFO @main_loop : Training epoch 199 2021-05-07 18:33:58.310: INFO @log_variables: train loss nanmean: 1.972404 2021-05-07 18:33:58.310: INFO @log_variables: train age_loss mean: 10.861670 2021-05-07 18:33:58.311: INFO @log_variables: train gender_loss mean: 0.389941 2021-05-07 18:33:58.311: INFO @log_variables: train age_mae mean: 10.895225 2021-05-07 18:33:58.311: INFO @log_variables: train gender_accuracy mean: 0.822396 2021-05-07 18:33:58.311: INFO @log_variables: train gender_confidence/loss nanmean: 0.073462 2021-05-07 18:33:58.311: INFO @log_variables: train gender_confidence/accuracy mean: 0.740475 2021-05-07 18:33:58.311: INFO @log_variables: train age_confidence/loss mean: 0.052197 2021-05-07 18:33:58.311: INFO @log_variables: train age_confidence/accuracy mean: 0.703752 2021-05-07 18:33:58.311: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 18:33:58.314: INFO @metrics_hook: train age_mae: 10.895 +-0.167 (13806) 2021-05-07 18:33:58.319: INFO @metrics_hook: train gender_accuracy: 0.822 +-0.007 (13806) 2021-05-07 18:34:01.103: INFO @decay_lr : LR updated to `0.000110640416` 2021-05-07 18:34:01.106: INFO @log_profile : T train: 31.215253 2021-05-07 18:34:01.106: INFO @log_profile : T read data: 0.528623 2021-05-07 18:34:01.106: INFO @log_profile : T hooks: 3.391235 2021-05-07 18:34:01.106: INFO @main_loop : Epoch 199 done 2021-05-07 18:34:01.106: INFO @main_loop : Training epoch 200 2021-05-07 18:34:33.383: INFO @log_variables: train loss nanmean: 1.975569 2021-05-07 18:34:33.384: INFO @log_variables: train age_loss mean: 10.862880 2021-05-07 18:34:33.384: INFO @log_variables: train gender_loss mean: 0.385069 2021-05-07 18:34:33.384: INFO @log_variables: train age_mae mean: 10.875139 2021-05-07 18:34:33.384: INFO @log_variables: train gender_accuracy mean: 0.819589 2021-05-07 18:34:33.384: INFO @log_variables: train gender_confidence/loss nanmean: 0.073062 2021-05-07 18:34:33.384: INFO @log_variables: train gender_confidence/accuracy mean: 0.723741 2021-05-07 18:34:33.384: INFO @log_variables: train age_confidence/loss mean: 0.051483 2021-05-07 18:34:33.385: INFO @log_variables: train age_confidence/accuracy mean: 0.711878 2021-05-07 18:34:33.385: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 18:34:33.388: INFO @metrics_hook: train age_mae: 10.875 +-0.166 (13824) 2021-05-07 18:34:33.390: INFO @metrics_hook: train gender_accuracy: 0.820 +-0.007 (13824) 2021-05-07 18:34:36.168: INFO @decay_lr : LR updated to `0.00011008721` 2021-05-07 18:34:36.168: WARNING @module_wrapper: From /home/kopalja/.local/lib/python3.8/site-packages/emloop_tensorflow/model.py:305: The name tf.train.write_graph is deprecated. Please use tf.io.write_graph instead. 2021-05-07 18:34:36.782: INFO @save : Model saved to: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc/model_200.ckpt 2021-05-07 18:34:36.784: INFO @log_profile : T train: 31.219699 2021-05-07 18:34:36.784: INFO @log_profile : T read data: 0.386664 2021-05-07 18:34:36.784: INFO @log_profile : T hooks: 4.005789 2021-05-07 18:34:36.784: INFO @main_loop : Epoch 200 done 2021-05-07 18:34:36.784: INFO @main_loop : Training epoch 201 2021-05-07 18:35:09.011: INFO @log_variables: train loss nanmean: 1.970027 2021-05-07 18:35:09.011: INFO @log_variables: train age_loss mean: 10.801696 2021-05-07 18:35:09.011: INFO @log_variables: train gender_loss mean: 0.384304 2021-05-07 18:35:09.011: INFO @log_variables: train age_mae mean: 10.830471 2021-05-07 18:35:09.011: INFO @log_variables: train gender_accuracy mean: 0.821325 2021-05-07 18:35:09.011: INFO @log_variables: train gender_confidence/loss nanmean: 0.072512 2021-05-07 18:35:09.011: INFO @log_variables: train gender_confidence/accuracy mean: 0.738498 2021-05-07 18:35:09.011: INFO @log_variables: train age_confidence/loss mean: 0.051631 2021-05-07 18:35:09.011: INFO @log_variables: train age_confidence/accuracy mean: 0.712240 2021-05-07 18:35:09.011: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 18:35:09.012: INFO @metrics_hook: train age_mae: 10.830 +-0.165 (13824) 2021-05-07 18:35:09.015: INFO @metrics_hook: train gender_accuracy: 0.821 +-0.007 (13824) 2021-05-07 18:35:11.809: INFO @decay_lr : LR updated to `0.00010953678` 2021-05-07 18:35:11.811: INFO @log_profile : T train: 31.197304 2021-05-07 18:35:11.811: INFO @log_profile : T read data: 0.388187 2021-05-07 18:35:11.811: INFO @log_profile : T hooks: 3.377773 2021-05-07 18:35:11.811: INFO @main_loop : Epoch 201 done 2021-05-07 18:35:11.811: INFO @main_loop : Training epoch 202 2021-05-07 18:35:44.265: INFO @log_variables: train loss nanmean: 1.944916 2021-05-07 18:35:44.266: INFO @log_variables: train age_loss mean: 10.780121 2021-05-07 18:35:44.266: INFO @log_variables: train gender_loss mean: 0.380021 2021-05-07 18:35:44.266: INFO @log_variables: train age_mae mean: 10.819910 2021-05-07 18:35:44.266: INFO @log_variables: train gender_accuracy mean: 0.826244 2021-05-07 18:35:44.266: INFO @log_variables: train gender_confidence/loss nanmean: 0.073435 2021-05-07 18:35:44.266: INFO @log_variables: train gender_confidence/accuracy mean: 0.730035 2021-05-07 18:35:44.266: INFO @log_variables: train age_confidence/loss mean: 0.052360 2021-05-07 18:35:44.266: INFO @log_variables: train age_confidence/accuracy mean: 0.702691 2021-05-07 18:35:44.266: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 18:35:44.268: INFO @metrics_hook: train age_mae: 10.820 +-0.168 (13824) 2021-05-07 18:35:44.272: INFO @metrics_hook: train gender_accuracy: 0.826 +-0.006 (13824) 2021-05-07 18:35:46.982: INFO @decay_lr : LR updated to `0.000108989094` 2021-05-07 18:35:46.984: INFO @log_profile : T train: 31.436697 2021-05-07 18:35:46.984: INFO @log_profile : T read data: 0.377508 2021-05-07 18:35:46.984: INFO @log_profile : T hooks: 3.292292 2021-05-07 18:35:46.984: INFO @main_loop : Epoch 202 done 2021-05-07 18:35:46.984: INFO @main_loop : Training epoch 203 2021-05-07 18:36:19.065: INFO @log_variables: train loss nanmean: 1.951320 2021-05-07 18:36:19.065: INFO @log_variables: train age_loss mean: 10.878038 2021-05-07 18:36:19.065: INFO @log_variables: train gender_loss mean: 0.398356 2021-05-07 18:36:19.066: INFO @log_variables: train age_mae mean: 10.911012 2021-05-07 18:36:19.066: INFO @log_variables: train gender_accuracy mean: 0.816470 2021-05-07 18:36:19.066: INFO @log_variables: train gender_confidence/loss nanmean: 0.073450 2021-05-07 18:36:19.066: INFO @log_variables: train gender_confidence/accuracy mean: 0.731006 2021-05-07 18:36:19.066: INFO @log_variables: train age_confidence/loss mean: 0.051939 2021-05-07 18:36:19.066: INFO @log_variables: train age_confidence/accuracy mean: 0.708554 2021-05-07 18:36:19.066: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 18:36:19.067: INFO @metrics_hook: train age_mae: 10.911 +-0.168 (13807) 2021-05-07 18:36:19.068: INFO @metrics_hook: train gender_accuracy: 0.816 +-0.007 (13807) 2021-05-07 18:36:21.895: INFO @decay_lr : LR updated to `0.00010844415` 2021-05-07 18:36:21.897: INFO @log_profile : T train: 30.965831 2021-05-07 18:36:21.897: INFO @log_profile : T read data: 0.481823 2021-05-07 18:36:21.897: INFO @log_profile : T hooks: 3.399454 2021-05-07 18:36:21.897: INFO @main_loop : Epoch 203 done 2021-05-07 18:36:21.897: INFO @main_loop : Training epoch 204 2021-05-07 18:36:54.581: INFO @log_variables: train loss nanmean: 1.960799 2021-05-07 18:36:54.582: INFO @log_variables: train age_loss mean: 10.757750 2021-05-07 18:36:54.582: INFO @log_variables: train gender_loss mean: 0.379749 2021-05-07 18:36:54.582: INFO @log_variables: train age_mae mean: 10.812539 2021-05-07 18:36:54.582: INFO @log_variables: train gender_accuracy mean: 0.827329 2021-05-07 18:36:54.582: INFO @log_variables: train gender_confidence/loss nanmean: 0.072831 2021-05-07 18:36:54.582: INFO @log_variables: train gender_confidence/accuracy mean: 0.738860 2021-05-07 18:36:54.582: INFO @log_variables: train age_confidence/loss mean: 0.052403 2021-05-07 18:36:54.582: INFO @log_variables: train age_confidence/accuracy mean: 0.705223 2021-05-07 18:36:54.582: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 18:36:54.584: INFO @metrics_hook: train age_mae: 10.813 +-0.167 (13824) 2021-05-07 18:36:54.585: INFO @metrics_hook: train gender_accuracy: 0.827 +-0.006 (13824) 2021-05-07 18:36:57.327: INFO @decay_lr : LR updated to `0.00010790193` 2021-05-07 18:36:57.329: INFO @log_profile : T train: 31.660027 2021-05-07 18:36:57.329: INFO @log_profile : T read data: 0.371128 2021-05-07 18:36:57.329: INFO @log_profile : T hooks: 3.335938 2021-05-07 18:36:57.329: INFO @main_loop : Epoch 204 done 2021-05-07 18:36:57.329: INFO @main_loop : Training epoch 205 2021-05-07 18:37:29.659: INFO @log_variables: train loss nanmean: 1.963214 2021-05-07 18:37:29.659: INFO @log_variables: train age_loss mean: 10.834780 2021-05-07 18:37:29.659: INFO @log_variables: train gender_loss mean: 0.380715 2021-05-07 18:37:29.659: INFO @log_variables: train age_mae mean: 10.867606 2021-05-07 18:37:29.659: INFO @log_variables: train gender_accuracy mean: 0.826027 2021-05-07 18:37:29.659: INFO @log_variables: train gender_confidence/loss nanmean: 0.072787 2021-05-07 18:37:29.659: INFO @log_variables: train gender_confidence/accuracy mean: 0.738137 2021-05-07 18:37:29.659: INFO @log_variables: train age_confidence/loss mean: 0.051484 2021-05-07 18:37:29.659: INFO @log_variables: train age_confidence/accuracy mean: 0.713469 2021-05-07 18:37:29.659: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 18:37:29.661: INFO @metrics_hook: train age_mae: 10.868 +-0.167 (13824) 2021-05-07 18:37:29.663: INFO @metrics_hook: train gender_accuracy: 0.826 +-0.006 (13824) 2021-05-07 18:37:32.511: INFO @decay_lr : LR updated to `0.000107362415` 2021-05-07 18:37:32.513: INFO @log_profile : T train: 31.269086 2021-05-07 18:37:32.513: INFO @log_profile : T read data: 0.386639 2021-05-07 18:37:32.513: INFO @log_profile : T hooks: 3.462157 2021-05-07 18:37:32.513: INFO @main_loop : Epoch 205 done 2021-05-07 18:37:32.513: INFO @main_loop : Training epoch 206 2021-05-07 18:38:04.921: INFO @log_variables: train loss nanmean: 1.962874 2021-05-07 18:38:04.921: INFO @log_variables: train age_loss mean: 10.910983 2021-05-07 18:38:04.921: INFO @log_variables: train gender_loss mean: 0.385196 2021-05-07 18:38:04.921: INFO @log_variables: train age_mae mean: 10.924494 2021-05-07 18:38:04.921: INFO @log_variables: train gender_accuracy mean: 0.821757 2021-05-07 18:38:04.921: INFO @log_variables: train gender_confidence/loss nanmean: 0.072595 2021-05-07 18:38:04.921: INFO @log_variables: train gender_confidence/accuracy mean: 0.733469 2021-05-07 18:38:04.921: INFO @log_variables: train age_confidence/loss mean: 0.051580 2021-05-07 18:38:04.921: INFO @log_variables: train age_confidence/accuracy mean: 0.711016 2021-05-07 18:38:04.921: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 18:38:04.923: INFO @metrics_hook: train age_mae: 10.924 +-0.167 (13807) 2021-05-07 18:38:04.925: INFO @metrics_hook: train gender_accuracy: 0.822 +-0.007 (13807) 2021-05-07 18:38:07.637: INFO @decay_lr : LR updated to `0.0001068256` 2021-05-07 18:38:07.639: INFO @log_profile : T train: 31.230384 2021-05-07 18:38:07.639: INFO @log_profile : T read data: 0.520438 2021-05-07 18:38:07.639: INFO @log_profile : T hooks: 3.311077 2021-05-07 18:38:07.639: INFO @main_loop : Epoch 206 done 2021-05-07 18:38:07.640: INFO @main_loop : Training epoch 207 2021-05-07 18:38:40.006: INFO @log_variables: train loss nanmean: 1.983004 2021-05-07 18:38:40.006: INFO @log_variables: train age_loss mean: 10.865185 2021-05-07 18:38:40.006: INFO @log_variables: train gender_loss mean: 0.383064 2021-05-07 18:38:40.006: INFO @log_variables: train age_mae mean: 10.884995 2021-05-07 18:38:40.006: INFO @log_variables: train gender_accuracy mean: 0.825521 2021-05-07 18:38:40.006: INFO @log_variables: train gender_confidence/loss nanmean: 0.073186 2021-05-07 18:38:40.006: INFO @log_variables: train gender_confidence/accuracy mean: 0.734447 2021-05-07 18:38:40.006: INFO @log_variables: train age_confidence/loss mean: 0.051864 2021-05-07 18:38:40.006: INFO @log_variables: train age_confidence/accuracy mean: 0.709635 2021-05-07 18:38:40.006: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 18:38:40.008: INFO @metrics_hook: train age_mae: 10.885 +-0.166 (13824) 2021-05-07 18:38:40.009: INFO @metrics_hook: train gender_accuracy: 0.826 +-0.006 (13824) 2021-05-07 18:38:42.799: INFO @decay_lr : LR updated to `0.000106291474` 2021-05-07 18:38:42.801: INFO @log_profile : T train: 31.345645 2021-05-07 18:38:42.801: INFO @log_profile : T read data: 0.381477 2021-05-07 18:38:42.801: INFO @log_profile : T hooks: 3.371224 2021-05-07 18:38:42.801: INFO @main_loop : Epoch 207 done 2021-05-07 18:38:42.801: INFO @main_loop : Training epoch 208 2021-05-07 18:39:15.339: INFO @log_variables: train loss nanmean: 1.942631 2021-05-07 18:39:15.339: INFO @log_variables: train age_loss mean: 10.770594 2021-05-07 18:39:15.339: INFO @log_variables: train gender_loss mean: 0.378547 2021-05-07 18:39:15.339: INFO @log_variables: train age_mae mean: 10.771519 2021-05-07 18:39:15.339: INFO @log_variables: train gender_accuracy mean: 0.826751 2021-05-07 18:39:15.339: INFO @log_variables: train gender_confidence/loss nanmean: 0.073523 2021-05-07 18:39:15.339: INFO @log_variables: train gender_confidence/accuracy mean: 0.735677 2021-05-07 18:39:15.339: INFO @log_variables: train age_confidence/loss mean: 0.051120 2021-05-07 18:39:15.339: INFO @log_variables: train age_confidence/accuracy mean: 0.712384 2021-05-07 18:39:15.339: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 18:39:15.341: INFO @metrics_hook: train age_mae: 10.772 +-0.164 (13824) 2021-05-07 18:39:15.342: INFO @metrics_hook: train gender_accuracy: 0.827 +-0.006 (13824) 2021-05-07 18:39:18.073: INFO @decay_lr : LR updated to `0.00010576002` 2021-05-07 18:39:18.074: INFO @log_profile : T train: 31.523982 2021-05-07 18:39:18.074: INFO @log_profile : T read data: 0.377008 2021-05-07 18:39:18.074: INFO @log_profile : T hooks: 3.308012 2021-05-07 18:39:18.074: INFO @main_loop : Epoch 208 done 2021-05-07 18:39:18.074: INFO @main_loop : Training epoch 209 2021-05-07 18:39:50.156: INFO @log_variables: train loss nanmean: 1.906113 2021-05-07 18:39:50.156: INFO @log_variables: train age_loss mean: 10.608557 2021-05-07 18:39:50.156: INFO @log_variables: train gender_loss mean: 0.384116 2021-05-07 18:39:50.156: INFO @log_variables: train age_mae mean: 10.640565 2021-05-07 18:39:50.156: INFO @log_variables: train gender_accuracy mean: 0.822121 2021-05-07 18:39:50.156: INFO @log_variables: train gender_confidence/loss nanmean: 0.072723 2021-05-07 18:39:50.157: INFO @log_variables: train gender_confidence/accuracy mean: 0.742983 2021-05-07 18:39:50.157: INFO @log_variables: train age_confidence/loss mean: 0.051430 2021-05-07 18:39:50.157: INFO @log_variables: train age_confidence/accuracy mean: 0.712457 2021-05-07 18:39:50.157: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 18:39:50.159: INFO @metrics_hook: train age_mae: 10.641 +-0.164 (13824) 2021-05-07 18:39:50.161: INFO @metrics_hook: train gender_accuracy: 0.822 +-0.007 (13824) 2021-05-07 18:39:52.823: INFO @decay_lr : LR updated to `0.000105231215` 2021-05-07 18:39:52.826: INFO @log_profile : T train: 31.041556 2021-05-07 18:39:52.826: INFO @log_profile : T read data: 0.378549 2021-05-07 18:39:52.827: INFO @log_profile : T hooks: 3.262258 2021-05-07 18:39:52.827: INFO @main_loop : Epoch 209 done 2021-05-07 18:39:52.827: INFO @main_loop : Training epoch 210 2021-05-07 18:40:25.252: INFO @log_variables: train loss nanmean: 1.912145 2021-05-07 18:40:25.253: INFO @log_variables: train age_loss mean: 10.552023 2021-05-07 18:40:25.254: INFO @log_variables: train gender_loss mean: 0.384424 2021-05-07 18:40:25.254: INFO @log_variables: train age_mae mean: 10.612354 2021-05-07 18:40:25.254: INFO @log_variables: train gender_accuracy mean: 0.824654 2021-05-07 18:40:25.254: INFO @log_variables: train gender_confidence/loss nanmean: 0.072950 2021-05-07 18:40:25.254: INFO @log_variables: train gender_confidence/accuracy mean: 0.731658 2021-05-07 18:40:25.254: INFO @log_variables: train age_confidence/loss mean: 0.051964 2021-05-07 18:40:25.254: INFO @log_variables: train age_confidence/accuracy mean: 0.705077 2021-05-07 18:40:25.254: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 18:40:25.255: INFO @metrics_hook: train age_mae: 10.612 +-0.165 (13807) 2021-05-07 18:40:25.257: INFO @metrics_hook: train gender_accuracy: 0.825 +-0.006 (13807) 2021-05-07 18:40:27.990: INFO @decay_lr : LR updated to `0.00010470506` 2021-05-07 18:40:27.992: INFO @log_profile : T train: 31.275880 2021-05-07 18:40:27.992: INFO @log_profile : T read data: 0.500172 2021-05-07 18:40:27.992: INFO @log_profile : T hooks: 3.325410 2021-05-07 18:40:27.992: INFO @main_loop : Epoch 210 done 2021-05-07 18:40:27.992: INFO @main_loop : Training epoch 211 2021-05-07 18:41:00.252: INFO @log_variables: train loss nanmean: 1.941311 2021-05-07 18:41:00.255: INFO @log_variables: train age_loss mean: 10.687118 2021-05-07 18:41:00.255: INFO @log_variables: train gender_loss mean: 0.380846 2021-05-07 18:41:00.255: INFO @log_variables: train age_mae mean: 10.721200 2021-05-07 18:41:00.255: INFO @log_variables: train gender_accuracy mean: 0.823568 2021-05-07 18:41:00.255: INFO @log_variables: train gender_confidence/loss nanmean: 0.071817 2021-05-07 18:41:00.255: INFO @log_variables: train gender_confidence/accuracy mean: 0.738860 2021-05-07 18:41:00.255: INFO @log_variables: train age_confidence/loss mean: 0.052260 2021-05-07 18:41:00.255: INFO @log_variables: train age_confidence/accuracy mean: 0.703270 2021-05-07 18:41:00.255: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 18:41:00.258: INFO @metrics_hook: train age_mae: 10.721 +-0.163 (13824) 2021-05-07 18:41:00.260: INFO @metrics_hook: train gender_accuracy: 0.824 +-0.006 (13824) 2021-05-07 18:41:02.988: INFO @decay_lr : LR updated to `0.000104181534` 2021-05-07 18:41:02.989: INFO @log_profile : T train: 31.233701 2021-05-07 18:41:02.990: INFO @log_profile : T read data: 0.383649 2021-05-07 18:41:02.990: INFO @log_profile : T hooks: 3.316090 2021-05-07 18:41:02.990: INFO @main_loop : Epoch 211 done 2021-05-07 18:41:02.990: INFO @main_loop : Training epoch 212 2021-05-07 18:41:35.228: INFO @log_variables: train loss nanmean: 1.953336 2021-05-07 18:41:35.228: INFO @log_variables: train age_loss mean: 10.818830 2021-05-07 18:41:35.228: INFO @log_variables: train gender_loss mean: 0.383284 2021-05-07 18:41:35.228: INFO @log_variables: train age_mae mean: 10.861566 2021-05-07 18:41:35.228: INFO @log_variables: train gender_accuracy mean: 0.825521 2021-05-07 18:41:35.228: INFO @log_variables: train gender_confidence/loss nanmean: 0.073645 2021-05-07 18:41:35.228: INFO @log_variables: train gender_confidence/accuracy mean: 0.738209 2021-05-07 18:41:35.228: INFO @log_variables: train age_confidence/loss mean: 0.051359 2021-05-07 18:41:35.229: INFO @log_variables: train age_confidence/accuracy mean: 0.714771 2021-05-07 18:41:35.229: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 18:41:35.230: INFO @metrics_hook: train age_mae: 10.862 +-0.165 (13824) 2021-05-07 18:41:35.231: INFO @metrics_hook: train gender_accuracy: 0.826 +-0.006 (13824) 2021-05-07 18:41:38.031: INFO @decay_lr : LR updated to `0.000103660626` 2021-05-07 18:41:38.032: INFO @log_profile : T train: 31.205063 2021-05-07 18:41:38.032: INFO @log_profile : T read data: 0.382198 2021-05-07 18:41:38.032: INFO @log_profile : T hooks: 3.387722 2021-05-07 18:41:38.032: INFO @main_loop : Epoch 212 done 2021-05-07 18:41:38.033: INFO @main_loop : Training epoch 213 2021-05-07 18:42:10.302: INFO @log_variables: train loss nanmean: 1.927015 2021-05-07 18:42:10.302: INFO @log_variables: train age_loss mean: 10.663439 2021-05-07 18:42:10.302: INFO @log_variables: train gender_loss mean: 0.378010 2021-05-07 18:42:10.303: INFO @log_variables: train age_mae mean: 10.729046 2021-05-07 18:42:10.303: INFO @log_variables: train gender_accuracy mean: 0.825089 2021-05-07 18:42:10.303: INFO @log_variables: train gender_confidence/loss nanmean: 0.072575 2021-05-07 18:42:10.303: INFO @log_variables: train gender_confidence/accuracy mean: 0.738611 2021-05-07 18:42:10.303: INFO @log_variables: train age_confidence/loss mean: 0.051797 2021-05-07 18:42:10.303: INFO @log_variables: train age_confidence/accuracy mean: 0.708916 2021-05-07 18:42:10.303: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 18:42:10.304: INFO @metrics_hook: train age_mae: 10.729 +-0.165 (13807) 2021-05-07 18:42:10.305: INFO @metrics_hook: train gender_accuracy: 0.825 +-0.006 (13807) 2021-05-07 18:42:13.104: INFO @decay_lr : LR updated to `0.00010314232` 2021-05-07 18:42:13.105: INFO @log_profile : T train: 31.078544 2021-05-07 18:42:13.105: INFO @log_profile : T read data: 0.549229 2021-05-07 18:42:13.105: INFO @log_profile : T hooks: 3.379295 2021-05-07 18:42:13.105: INFO @main_loop : Epoch 213 done 2021-05-07 18:42:13.105: INFO @main_loop : Training epoch 214 2021-05-07 18:42:45.654: INFO @log_variables: train loss nanmean: 1.946175 2021-05-07 18:42:45.655: INFO @log_variables: train age_loss mean: 10.722368 2021-05-07 18:42:45.655: INFO @log_variables: train gender_loss mean: 0.382223 2021-05-07 18:42:45.655: INFO @log_variables: train age_mae mean: 10.762654 2021-05-07 18:42:45.655: INFO @log_variables: train gender_accuracy mean: 0.826606 2021-05-07 18:42:45.655: INFO @log_variables: train gender_confidence/loss nanmean: 0.073357 2021-05-07 18:42:45.655: INFO @log_variables: train gender_confidence/accuracy mean: 0.733290 2021-05-07 18:42:45.655: INFO @log_variables: train age_confidence/loss mean: 0.051595 2021-05-07 18:42:45.655: INFO @log_variables: train age_confidence/accuracy mean: 0.707899 2021-05-07 18:42:45.655: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 18:42:45.657: INFO @metrics_hook: train age_mae: 10.763 +-0.166 (13824) 2021-05-07 18:42:45.660: INFO @metrics_hook: train gender_accuracy: 0.827 +-0.006 (13824) 2021-05-07 18:42:48.417: INFO @decay_lr : LR updated to `0.00010262661` 2021-05-07 18:42:48.418: INFO @log_profile : T train: 31.534021 2021-05-07 18:42:48.419: INFO @log_profile : T read data: 0.370020 2021-05-07 18:42:48.419: INFO @log_profile : T hooks: 3.345717 2021-05-07 18:42:48.419: INFO @main_loop : Epoch 214 done 2021-05-07 18:42:48.419: INFO @main_loop : Training epoch 215 2021-05-07 18:43:20.385: INFO @log_variables: train loss nanmean: 1.877217 2021-05-07 18:43:20.385: INFO @log_variables: train age_loss mean: 10.539424 2021-05-07 18:43:20.385: INFO @log_variables: train gender_loss mean: 0.377852 2021-05-07 18:43:20.385: INFO @log_variables: train age_mae mean: 10.601611 2021-05-07 18:43:20.385: INFO @log_variables: train gender_accuracy mean: 0.829210 2021-05-07 18:43:20.385: INFO @log_variables: train gender_confidence/loss nanmean: 0.072486 2021-05-07 18:43:20.385: INFO @log_variables: train gender_confidence/accuracy mean: 0.741826 2021-05-07 18:43:20.385: INFO @log_variables: train age_confidence/loss mean: 0.052370 2021-05-07 18:43:20.385: INFO @log_variables: train age_confidence/accuracy mean: 0.706887 2021-05-07 18:43:20.386: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 18:43:20.390: INFO @metrics_hook: train age_mae: 10.602 +-0.163 (13824) 2021-05-07 18:43:20.396: INFO @metrics_hook: train gender_accuracy: 0.829 +-0.006 (13824) 2021-05-07 18:43:23.148: INFO @decay_lr : LR updated to `0.00010211348` 2021-05-07 18:43:23.149: INFO @log_profile : T train: 30.918568 2021-05-07 18:43:23.149: INFO @log_profile : T read data: 0.392057 2021-05-07 18:43:23.149: INFO @log_profile : T hooks: 3.356211 2021-05-07 18:43:23.149: INFO @main_loop : Epoch 215 done 2021-05-07 18:43:23.149: INFO @main_loop : Training epoch 216 2021-05-07 18:43:55.465: INFO @log_variables: train loss nanmean: 1.916969 2021-05-07 18:43:55.465: INFO @log_variables: train age_loss mean: 10.614358 2021-05-07 18:43:55.466: INFO @log_variables: train gender_loss mean: 0.372802 2021-05-07 18:43:55.466: INFO @log_variables: train age_mae mean: 10.670813 2021-05-07 18:43:55.466: INFO @log_variables: train gender_accuracy mean: 0.830014 2021-05-07 18:43:55.466: INFO @log_variables: train gender_confidence/loss nanmean: 0.072193 2021-05-07 18:43:55.467: INFO @log_variables: train gender_confidence/accuracy mean: 0.744260 2021-05-07 18:43:55.467: INFO @log_variables: train age_confidence/loss mean: 0.052558 2021-05-07 18:43:55.468: INFO @log_variables: train age_confidence/accuracy mean: 0.700225 2021-05-07 18:43:55.468: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 18:43:55.470: INFO @metrics_hook: train age_mae: 10.671 +-0.165 (13807) 2021-05-07 18:43:55.472: INFO @metrics_hook: train gender_accuracy: 0.830 +-0.006 (13807) 2021-05-07 18:43:58.133: INFO @decay_lr : LR updated to `0.00010160291` 2021-05-07 18:43:58.134: INFO @log_profile : T train: 31.172561 2021-05-07 18:43:58.134: INFO @log_profile : T read data: 0.499038 2021-05-07 18:43:58.134: INFO @log_profile : T hooks: 3.249955 2021-05-07 18:43:58.134: INFO @main_loop : Epoch 216 done 2021-05-07 18:43:58.134: INFO @main_loop : Training epoch 217 2021-05-07 18:44:30.596: INFO @log_variables: train loss nanmean: 1.898922 2021-05-07 18:44:30.597: INFO @log_variables: train age_loss mean: 10.631148 2021-05-07 18:44:30.597: INFO @log_variables: train gender_loss mean: 0.379660 2021-05-07 18:44:30.597: INFO @log_variables: train age_mae mean: 10.680916 2021-05-07 18:44:30.597: INFO @log_variables: train gender_accuracy mean: 0.831236 2021-05-07 18:44:30.597: INFO @log_variables: train gender_confidence/loss nanmean: 0.074371 2021-05-07 18:44:30.597: INFO @log_variables: train gender_confidence/accuracy mean: 0.727141 2021-05-07 18:44:30.597: INFO @log_variables: train age_confidence/loss mean: 0.052082 2021-05-07 18:44:30.597: INFO @log_variables: train age_confidence/accuracy mean: 0.709780 2021-05-07 18:44:30.597: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 18:44:30.600: INFO @metrics_hook: train age_mae: 10.681 +-0.165 (13824) 2021-05-07 18:44:30.603: INFO @metrics_hook: train gender_accuracy: 0.831 +-0.006 (13824) 2021-05-07 18:44:33.295: INFO @decay_lr : LR updated to `0.0001010949` 2021-05-07 18:44:33.297: INFO @log_profile : T train: 31.444034 2021-05-07 18:44:33.297: INFO @log_profile : T read data: 0.378972 2021-05-07 18:44:33.298: INFO @log_profile : T hooks: 3.276015 2021-05-07 18:44:33.298: INFO @main_loop : Epoch 217 done 2021-05-07 18:44:33.298: INFO @main_loop : Training epoch 218 2021-05-07 18:45:05.692: INFO @log_variables: train loss nanmean: 1.929848 2021-05-07 18:45:05.692: INFO @log_variables: train age_loss mean: 10.637382 2021-05-07 18:45:05.693: INFO @log_variables: train gender_loss mean: 0.379511 2021-05-07 18:45:05.693: INFO @log_variables: train age_mae mean: 10.705803 2021-05-07 18:45:05.693: INFO @log_variables: train gender_accuracy mean: 0.823568 2021-05-07 18:45:05.693: INFO @log_variables: train gender_confidence/loss nanmean: 0.072453 2021-05-07 18:45:05.693: INFO @log_variables: train gender_confidence/accuracy mean: 0.734230 2021-05-07 18:45:05.693: INFO @log_variables: train age_confidence/loss mean: 0.052913 2021-05-07 18:45:05.693: INFO @log_variables: train age_confidence/accuracy mean: 0.698278 2021-05-07 18:45:05.693: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 18:45:05.695: INFO @metrics_hook: train age_mae: 10.706 +-0.166 (13824) 2021-05-07 18:45:05.696: INFO @metrics_hook: train gender_accuracy: 0.824 +-0.006 (13824) 2021-05-07 18:45:08.400: INFO @decay_lr : LR updated to `0.00010058942` 2021-05-07 18:45:08.402: INFO @log_profile : T train: 31.365664 2021-05-07 18:45:08.402: INFO @log_profile : T read data: 0.370874 2021-05-07 18:45:08.402: INFO @log_profile : T hooks: 3.304337 2021-05-07 18:45:08.402: INFO @main_loop : Epoch 218 done 2021-05-07 18:45:08.402: INFO @main_loop : Training epoch 219 2021-05-07 18:45:40.531: INFO @log_variables: train loss nanmean: 1.953220 2021-05-07 18:45:40.531: INFO @log_variables: train age_loss mean: 10.656758 2021-05-07 18:45:40.532: INFO @log_variables: train gender_loss mean: 0.386527 2021-05-07 18:45:40.532: INFO @log_variables: train age_mae mean: 10.701561 2021-05-07 18:45:40.532: INFO @log_variables: train gender_accuracy mean: 0.826461 2021-05-07 18:45:40.532: INFO @log_variables: train gender_confidence/loss nanmean: 0.073801 2021-05-07 18:45:40.532: INFO @log_variables: train gender_confidence/accuracy mean: 0.729601 2021-05-07 18:45:40.532: INFO @log_variables: train age_confidence/loss mean: 0.052486 2021-05-07 18:45:40.532: INFO @log_variables: train age_confidence/accuracy mean: 0.703487 2021-05-07 18:45:40.532: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 18:45:40.534: INFO @metrics_hook: train age_mae: 10.702 +-0.164 (13824) 2021-05-07 18:45:40.536: INFO @metrics_hook: train gender_accuracy: 0.826 +-0.006 (13824) 2021-05-07 18:45:43.296: INFO @decay_lr : LR updated to `0.00010008647` 2021-05-07 18:45:43.299: INFO @log_profile : T train: 31.073824 2021-05-07 18:45:43.300: INFO @log_profile : T read data: 0.388742 2021-05-07 18:45:43.300: INFO @log_profile : T hooks: 3.367409 2021-05-07 18:45:43.300: INFO @main_loop : Epoch 219 done 2021-05-07 18:45:43.300: INFO @main_loop : Training epoch 220 2021-05-07 18:46:14.738: INFO @log_variables: train loss nanmean: 1.912746 2021-05-07 18:46:14.738: INFO @log_variables: train age_loss mean: 10.644544 2021-05-07 18:46:14.739: INFO @log_variables: train gender_loss mean: 0.375805 2021-05-07 18:46:14.739: INFO @log_variables: train age_mae mean: 10.710796 2021-05-07 18:46:14.739: INFO @log_variables: train gender_accuracy mean: 0.830810 2021-05-07 18:46:14.739: INFO @log_variables: train gender_confidence/loss nanmean: 0.073130 2021-05-07 18:46:14.739: INFO @log_variables: train gender_confidence/accuracy mean: 0.737307 2021-05-07 18:46:14.739: INFO @log_variables: train age_confidence/loss mean: 0.052856 2021-05-07 18:46:14.739: INFO @log_variables: train age_confidence/accuracy mean: 0.698124 2021-05-07 18:46:14.739: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 18:46:14.742: INFO @metrics_hook: train age_mae: 10.711 +-0.167 (13807) 2021-05-07 18:46:14.744: INFO @metrics_hook: train gender_accuracy: 0.831 +-0.006 (13807) 2021-05-07 18:46:21.054: INFO @decay_lr : LR updated to `9.958604e-05` 2021-05-07 18:46:21.056: INFO @log_profile : T train: 30.254029 2021-05-07 18:46:21.056: INFO @log_profile : T read data: 0.539036 2021-05-07 18:46:21.056: INFO @log_profile : T hooks: 6.898835 2021-05-07 18:46:21.056: INFO @main_loop : Epoch 220 done 2021-05-07 18:46:21.056: INFO @main_loop : Training epoch 221 2021-05-07 18:46:53.011: INFO @log_variables: train loss nanmean: 1.890127 2021-05-07 18:46:53.011: INFO @log_variables: train age_loss mean: 10.501094 2021-05-07 18:46:53.011: INFO @log_variables: train gender_loss mean: 0.362666 2021-05-07 18:46:53.012: INFO @log_variables: train age_mae mean: 10.589905 2021-05-07 18:46:53.012: INFO @log_variables: train gender_accuracy mean: 0.835576 2021-05-07 18:46:53.012: INFO @log_variables: train gender_confidence/loss nanmean: 0.072502 2021-05-07 18:46:53.012: INFO @log_variables: train gender_confidence/accuracy mean: 0.745153 2021-05-07 18:46:53.012: INFO @log_variables: train age_confidence/loss mean: 0.052777 2021-05-07 18:46:53.012: INFO @log_variables: train age_confidence/accuracy mean: 0.702908 2021-05-07 18:46:53.012: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 18:46:53.014: INFO @metrics_hook: train age_mae: 10.590 +-0.163 (13824) 2021-05-07 18:46:53.016: INFO @metrics_hook: train gender_accuracy: 0.836 +-0.006 (13824) 2021-05-07 18:46:55.802: INFO @decay_lr : LR updated to `9.908811e-05` 2021-05-07 18:46:55.804: INFO @log_profile : T train: 30.908713 2021-05-07 18:46:55.804: INFO @log_profile : T read data: 0.374653 2021-05-07 18:46:55.804: INFO @log_profile : T hooks: 3.398936 2021-05-07 18:46:55.804: INFO @main_loop : Epoch 221 done 2021-05-07 18:46:55.804: INFO @main_loop : Training epoch 222 2021-05-07 18:47:27.073: INFO @log_variables: train loss nanmean: 1.923659 2021-05-07 18:47:27.073: INFO @log_variables: train age_loss mean: 10.541800 2021-05-07 18:47:27.073: INFO @log_variables: train gender_loss mean: 0.375373 2021-05-07 18:47:27.073: INFO @log_variables: train age_mae mean: 10.616754 2021-05-07 18:47:27.073: INFO @log_variables: train gender_accuracy mean: 0.829861 2021-05-07 18:47:27.073: INFO @log_variables: train gender_confidence/loss nanmean: 0.072844 2021-05-07 18:47:27.073: INFO @log_variables: train gender_confidence/accuracy mean: 0.735171 2021-05-07 18:47:27.073: INFO @log_variables: train age_confidence/loss mean: 0.052028 2021-05-07 18:47:27.073: INFO @log_variables: train age_confidence/accuracy mean: 0.709780 2021-05-07 18:47:27.074: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 18:47:27.076: INFO @metrics_hook: train age_mae: 10.617 +-0.163 (13824) 2021-05-07 18:47:27.082: INFO @metrics_hook: train gender_accuracy: 0.830 +-0.006 (13824) 2021-05-07 18:47:29.944: INFO @decay_lr : LR updated to `9.859267e-05` 2021-05-07 18:47:29.947: INFO @log_profile : T train: 30.279682 2021-05-07 18:47:29.947: INFO @log_profile : T read data: 0.363024 2021-05-07 18:47:29.947: INFO @log_profile : T hooks: 3.437886 2021-05-07 18:47:29.947: INFO @main_loop : Epoch 222 done 2021-05-07 18:47:29.947: INFO @main_loop : Training epoch 223 2021-05-07 18:48:02.363: INFO @log_variables: train loss nanmean: 1.906937 2021-05-07 18:48:02.366: INFO @log_variables: train age_loss mean: 10.513007 2021-05-07 18:48:02.368: INFO @log_variables: train gender_loss mean: 0.376371 2021-05-07 18:48:02.368: INFO @log_variables: train age_mae mean: 10.585162 2021-05-07 18:48:02.368: INFO @log_variables: train gender_accuracy mean: 0.829434 2021-05-07 18:48:02.368: INFO @log_variables: train gender_confidence/loss nanmean: 0.073223 2021-05-07 18:48:02.368: INFO @log_variables: train gender_confidence/accuracy mean: 0.733251 2021-05-07 18:48:02.368: INFO @log_variables: train age_confidence/loss mean: 0.052774 2021-05-07 18:48:02.368: INFO @log_variables: train age_confidence/accuracy mean: 0.701021 2021-05-07 18:48:02.368: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 18:48:02.370: INFO @metrics_hook: train age_mae: 10.585 +-0.163 (13807) 2021-05-07 18:48:02.371: INFO @metrics_hook: train gender_accuracy: 0.829 +-0.006 (13807) 2021-05-07 18:48:05.212: INFO @decay_lr : LR updated to `9.809971e-05` 2021-05-07 18:48:05.214: INFO @log_profile : T train: 31.217789 2021-05-07 18:48:05.214: INFO @log_profile : T read data: 0.545967 2021-05-07 18:48:05.214: INFO @log_profile : T hooks: 3.439210 2021-05-07 18:48:05.214: INFO @main_loop : Epoch 223 done 2021-05-07 18:48:05.214: INFO @main_loop : Training epoch 224 2021-05-07 18:48:37.650: INFO @log_variables: train loss nanmean: 1.921563 2021-05-07 18:48:37.650: INFO @log_variables: train age_loss mean: 10.605654 2021-05-07 18:48:37.650: INFO @log_variables: train gender_loss mean: 0.377249 2021-05-07 18:48:37.651: INFO @log_variables: train age_mae mean: 10.669483 2021-05-07 18:48:37.651: INFO @log_variables: train gender_accuracy mean: 0.824942 2021-05-07 18:48:37.651: INFO @log_variables: train gender_confidence/loss nanmean: 0.072111 2021-05-07 18:48:37.651: INFO @log_variables: train gender_confidence/accuracy mean: 0.738354 2021-05-07 18:48:37.651: INFO @log_variables: train age_confidence/loss mean: 0.052460 2021-05-07 18:48:37.651: INFO @log_variables: train age_confidence/accuracy mean: 0.702691 2021-05-07 18:48:37.651: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 18:48:37.653: INFO @metrics_hook: train age_mae: 10.669 +-0.166 (13824) 2021-05-07 18:48:37.655: INFO @metrics_hook: train gender_accuracy: 0.825 +-0.006 (13824) 2021-05-07 18:48:40.492: INFO @decay_lr : LR updated to `9.7609205e-05` 2021-05-07 18:48:40.494: INFO @log_profile : T train: 31.410063 2021-05-07 18:48:40.494: INFO @log_profile : T read data: 0.369639 2021-05-07 18:48:40.494: INFO @log_profile : T hooks: 3.437302 2021-05-07 18:48:40.494: INFO @main_loop : Epoch 224 done 2021-05-07 18:48:40.494: INFO @main_loop : Training epoch 225 2021-05-07 18:49:11.755: INFO @log_variables: train loss nanmean: 1.910895 2021-05-07 18:49:11.756: INFO @log_variables: train age_loss mean: 10.462019 2021-05-07 18:49:11.756: INFO @log_variables: train gender_loss mean: 0.375182 2021-05-07 18:49:11.756: INFO @log_variables: train age_mae mean: 10.534889 2021-05-07 18:49:11.756: INFO @log_variables: train gender_accuracy mean: 0.828848 2021-05-07 18:49:11.756: INFO @log_variables: train gender_confidence/loss nanmean: 0.072909 2021-05-07 18:49:11.756: INFO @log_variables: train gender_confidence/accuracy mean: 0.737847 2021-05-07 18:49:11.756: INFO @log_variables: train age_confidence/loss mean: 0.052722 2021-05-07 18:49:11.756: INFO @log_variables: train age_confidence/accuracy mean: 0.699580 2021-05-07 18:49:11.756: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 18:49:11.757: INFO @metrics_hook: train age_mae: 10.535 +-0.165 (13824) 2021-05-07 18:49:11.759: INFO @metrics_hook: train gender_accuracy: 0.829 +-0.006 (13824) 2021-05-07 18:49:14.483: INFO @decay_lr : LR updated to `9.7121156e-05` 2021-05-07 18:49:14.485: INFO @log_profile : T train: 30.239976 2021-05-07 18:49:14.485: INFO @log_profile : T read data: 0.370357 2021-05-07 18:49:14.485: INFO @log_profile : T hooks: 3.317679 2021-05-07 18:49:14.486: INFO @main_loop : Epoch 225 done 2021-05-07 18:49:14.486: INFO @main_loop : Training epoch 226 2021-05-07 18:49:46.689: INFO @log_variables: train loss nanmean: 1.887905 2021-05-07 18:49:46.689: INFO @log_variables: train age_loss mean: 10.570380 2021-05-07 18:49:46.689: INFO @log_variables: train gender_loss mean: 0.377779 2021-05-07 18:49:46.689: INFO @log_variables: train age_mae mean: 10.617021 2021-05-07 18:49:46.689: INFO @log_variables: train gender_accuracy mean: 0.828270 2021-05-07 18:49:46.690: INFO @log_variables: train gender_confidence/loss nanmean: 0.073011 2021-05-07 18:49:46.690: INFO @log_variables: train gender_confidence/accuracy mean: 0.735677 2021-05-07 18:49:46.690: INFO @log_variables: train age_confidence/loss mean: 0.052163 2021-05-07 18:49:46.690: INFO @log_variables: train age_confidence/accuracy mean: 0.702546 2021-05-07 18:49:46.690: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 18:49:46.692: INFO @metrics_hook: train age_mae: 10.617 +-0.164 (13824) 2021-05-07 18:49:46.693: INFO @metrics_hook: train gender_accuracy: 0.828 +-0.006 (13824) 2021-05-07 18:49:49.450: INFO @decay_lr : LR updated to `9.663555e-05` 2021-05-07 18:49:49.451: INFO @log_profile : T train: 31.190908 2021-05-07 18:49:49.451: INFO @log_profile : T read data: 0.372946 2021-05-07 18:49:49.451: INFO @log_profile : T hooks: 3.339048 2021-05-07 18:49:49.451: INFO @main_loop : Epoch 226 done 2021-05-07 18:49:49.452: INFO @main_loop : Training epoch 227 2021-05-07 18:50:20.593: INFO @log_variables: train loss nanmean: 1.889608 2021-05-07 18:50:20.593: INFO @log_variables: train age_loss mean: 10.531347 2021-05-07 18:50:20.593: INFO @log_variables: train gender_loss mean: 0.372036 2021-05-07 18:50:20.593: INFO @log_variables: train age_mae mean: 10.600212 2021-05-07 18:50:20.593: INFO @log_variables: train gender_accuracy mean: 0.833780 2021-05-07 18:50:20.593: INFO @log_variables: train gender_confidence/loss nanmean: 0.073998 2021-05-07 18:50:20.593: INFO @log_variables: train gender_confidence/accuracy mean: 0.736366 2021-05-07 18:50:20.593: INFO @log_variables: train age_confidence/loss mean: 0.052436 2021-05-07 18:50:20.593: INFO @log_variables: train age_confidence/accuracy mean: 0.700007 2021-05-07 18:50:20.594: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 18:50:20.596: INFO @metrics_hook: train age_mae: 10.600 +-0.166 (13807) 2021-05-07 18:50:20.597: INFO @metrics_hook: train gender_accuracy: 0.834 +-0.006 (13807) 2021-05-07 18:50:22.660: INFO @decay_lr : LR updated to `9.615238e-05` 2021-05-07 18:50:22.662: INFO @log_profile : T train: 29.939647 2021-05-07 18:50:22.662: INFO @log_profile : T read data: 0.546351 2021-05-07 18:50:22.662: INFO @log_profile : T hooks: 2.659272 2021-05-07 18:50:22.662: INFO @main_loop : Epoch 227 done 2021-05-07 18:50:22.662: INFO @main_loop : Training epoch 228 2021-05-07 18:50:53.942: INFO @log_variables: train loss nanmean: 1.909872 2021-05-07 18:50:53.943: INFO @log_variables: train age_loss mean: 10.684132 2021-05-07 18:50:53.943: INFO @log_variables: train gender_loss mean: 0.373469 2021-05-07 18:50:53.943: INFO @log_variables: train age_mae mean: 10.719415 2021-05-07 18:50:53.943: INFO @log_variables: train gender_accuracy mean: 0.828921 2021-05-07 18:50:53.943: INFO @log_variables: train gender_confidence/loss nanmean: 0.072941 2021-05-07 18:50:53.943: INFO @log_variables: train gender_confidence/accuracy mean: 0.735388 2021-05-07 18:50:53.943: INFO @log_variables: train age_confidence/loss mean: 0.051754 2021-05-07 18:50:53.943: INFO @log_variables: train age_confidence/accuracy mean: 0.707465 2021-05-07 18:50:53.944: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 18:50:53.947: INFO @metrics_hook: train age_mae: 10.719 +-0.165 (13824) 2021-05-07 18:50:53.952: INFO @metrics_hook: train gender_accuracy: 0.829 +-0.006 (13824) 2021-05-07 18:50:56.720: INFO @decay_lr : LR updated to `9.567162e-05` 2021-05-07 18:50:56.722: INFO @log_profile : T train: 30.237285 2021-05-07 18:50:56.722: INFO @log_profile : T read data: 0.375891 2021-05-07 18:50:56.722: INFO @log_profile : T hooks: 3.382995 2021-05-07 18:50:56.722: INFO @main_loop : Epoch 228 done 2021-05-07 18:50:56.723: INFO @main_loop : Training epoch 229 2021-05-07 18:51:29.153: INFO @log_variables: train loss nanmean: 1.853724 2021-05-07 18:51:29.154: INFO @log_variables: train age_loss mean: 10.492776 2021-05-07 18:51:29.154: INFO @log_variables: train gender_loss mean: 0.370537 2021-05-07 18:51:29.154: INFO @log_variables: train age_mae mean: 10.569901 2021-05-07 18:51:29.154: INFO @log_variables: train gender_accuracy mean: 0.831959 2021-05-07 18:51:29.154: INFO @log_variables: train gender_confidence/loss nanmean: 0.072034 2021-05-07 18:51:29.154: INFO @log_variables: train gender_confidence/accuracy mean: 0.742260 2021-05-07 18:51:29.154: INFO @log_variables: train age_confidence/loss mean: 0.052122 2021-05-07 18:51:29.154: INFO @log_variables: train age_confidence/accuracy mean: 0.709057 2021-05-07 18:51:29.154: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 18:51:29.156: INFO @metrics_hook: train age_mae: 10.570 +-0.164 (13824) 2021-05-07 18:51:29.159: INFO @metrics_hook: train gender_accuracy: 0.832 +-0.006 (13824) 2021-05-07 18:51:31.969: INFO @decay_lr : LR updated to `9.519326e-05` 2021-05-07 18:51:31.971: INFO @log_profile : T train: 31.410780 2021-05-07 18:51:31.971: INFO @log_profile : T read data: 0.375155 2021-05-07 18:51:31.971: INFO @log_profile : T hooks: 3.398722 2021-05-07 18:51:31.971: INFO @main_loop : Epoch 229 done 2021-05-07 18:51:31.972: INFO @main_loop : Training epoch 230 2021-05-07 18:52:04.261: INFO @log_variables: train loss nanmean: 1.894181 2021-05-07 18:52:04.263: INFO @log_variables: train age_loss mean: 10.437355 2021-05-07 18:52:04.263: INFO @log_variables: train gender_loss mean: 0.373021 2021-05-07 18:52:04.263: INFO @log_variables: train age_mae mean: 10.507158 2021-05-07 18:52:04.263: INFO @log_variables: train gender_accuracy mean: 0.827696 2021-05-07 18:52:04.263: INFO @log_variables: train gender_confidence/loss nanmean: 0.071447 2021-05-07 18:52:04.263: INFO @log_variables: train gender_confidence/accuracy mean: 0.746723 2021-05-07 18:52:04.263: INFO @log_variables: train age_confidence/loss mean: 0.052000 2021-05-07 18:52:04.263: INFO @log_variables: train age_confidence/accuracy mean: 0.707974 2021-05-07 18:52:04.263: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 18:52:04.266: INFO @metrics_hook: train age_mae: 10.507 +-0.161 (13807) 2021-05-07 18:52:04.268: INFO @metrics_hook: train gender_accuracy: 0.828 +-0.006 (13807) 2021-05-07 18:52:06.926: INFO @decay_lr : LR updated to `9.4717296e-05` 2021-05-07 18:52:06.927: INFO @log_profile : T train: 31.106479 2021-05-07 18:52:06.928: INFO @log_profile : T read data: 0.544650 2021-05-07 18:52:06.928: INFO @log_profile : T hooks: 3.241175 2021-05-07 18:52:06.928: INFO @main_loop : Epoch 230 done 2021-05-07 18:52:06.928: INFO @main_loop : Training epoch 231 2021-05-07 18:52:39.282: INFO @log_variables: train loss nanmean: 1.863699 2021-05-07 18:52:39.282: INFO @log_variables: train age_loss mean: 10.365725 2021-05-07 18:52:39.282: INFO @log_variables: train gender_loss mean: 0.359946 2021-05-07 18:52:39.283: INFO @log_variables: train age_mae mean: 10.471766 2021-05-07 18:52:39.283: INFO @log_variables: train gender_accuracy mean: 0.835720 2021-05-07 18:52:39.283: INFO @log_variables: train gender_confidence/loss nanmean: 0.071802 2021-05-07 18:52:39.283: INFO @log_variables: train gender_confidence/accuracy mean: 0.741970 2021-05-07 18:52:39.283: INFO @log_variables: train age_confidence/loss mean: 0.052824 2021-05-07 18:52:39.283: INFO @log_variables: train age_confidence/accuracy mean: 0.697989 2021-05-07 18:52:39.283: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 18:52:39.284: INFO @metrics_hook: train age_mae: 10.472 +-0.163 (13824) 2021-05-07 18:52:39.286: INFO @metrics_hook: train gender_accuracy: 0.836 +-0.006 (13824) 2021-05-07 18:52:42.086: INFO @decay_lr : LR updated to `9.424371e-05` 2021-05-07 18:52:42.087: INFO @log_profile : T train: 31.348543 2021-05-07 18:52:42.087: INFO @log_profile : T read data: 0.379592 2021-05-07 18:52:42.087: INFO @log_profile : T hooks: 3.368448 2021-05-07 18:52:42.087: INFO @main_loop : Epoch 231 done 2021-05-07 18:52:42.087: INFO @main_loop : Training epoch 232 2021-05-07 18:53:14.445: INFO @log_variables: train loss nanmean: 1.913030 2021-05-07 18:53:14.447: INFO @log_variables: train age_loss mean: 10.509005 2021-05-07 18:53:14.448: INFO @log_variables: train gender_loss mean: 0.380093 2021-05-07 18:53:14.448: INFO @log_variables: train age_mae mean: 10.574088 2021-05-07 18:53:14.448: INFO @log_variables: train gender_accuracy mean: 0.825955 2021-05-07 18:53:14.448: INFO @log_variables: train gender_confidence/loss nanmean: 0.072567 2021-05-07 18:53:14.448: INFO @log_variables: train gender_confidence/accuracy mean: 0.737124 2021-05-07 18:53:14.448: INFO @log_variables: train age_confidence/loss mean: 0.052636 2021-05-07 18:53:14.448: INFO @log_variables: train age_confidence/accuracy mean: 0.702329 2021-05-07 18:53:14.448: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 18:53:14.449: INFO @metrics_hook: train age_mae: 10.574 +-0.163 (13824) 2021-05-07 18:53:14.451: INFO @metrics_hook: train gender_accuracy: 0.826 +-0.006 (13824) 2021-05-07 18:53:17.228: INFO @decay_lr : LR updated to `9.377249e-05` 2021-05-07 18:53:17.230: INFO @log_profile : T train: 31.321188 2021-05-07 18:53:17.230: INFO @log_profile : T read data: 0.385281 2021-05-07 18:53:17.230: INFO @log_profile : T hooks: 3.369267 2021-05-07 18:53:17.230: INFO @main_loop : Epoch 232 done 2021-05-07 18:53:17.230: INFO @main_loop : Training epoch 233 2021-05-07 18:53:49.602: INFO @log_variables: train loss nanmean: 1.908166 2021-05-07 18:53:49.602: INFO @log_variables: train age_loss mean: 10.602971 2021-05-07 18:53:49.603: INFO @log_variables: train gender_loss mean: 0.377039 2021-05-07 18:53:49.603: INFO @log_variables: train age_mae mean: 10.677485 2021-05-07 18:53:49.603: INFO @log_variables: train gender_accuracy mean: 0.830512 2021-05-07 18:53:49.603: INFO @log_variables: train gender_confidence/loss nanmean: 0.073879 2021-05-07 18:53:49.603: INFO @log_variables: train gender_confidence/accuracy mean: 0.731554 2021-05-07 18:53:49.603: INFO @log_variables: train age_confidence/loss mean: 0.052324 2021-05-07 18:53:49.603: INFO @log_variables: train age_confidence/accuracy mean: 0.703197 2021-05-07 18:53:49.603: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 18:53:49.605: INFO @metrics_hook: train age_mae: 10.677 +-0.166 (13824) 2021-05-07 18:53:49.607: INFO @metrics_hook: train gender_accuracy: 0.831 +-0.006 (13824) 2021-05-07 18:53:51.936: INFO @decay_lr : LR updated to `9.330363e-05` 2021-05-07 18:53:51.937: INFO @log_profile : T train: 31.354265 2021-05-07 18:53:51.937: INFO @log_profile : T read data: 0.383068 2021-05-07 18:53:51.937: INFO @log_profile : T hooks: 2.905944 2021-05-07 18:53:51.937: INFO @main_loop : Epoch 233 done 2021-05-07 18:53:51.937: INFO @main_loop : Training epoch 234 2021-05-07 18:54:24.238: INFO @log_variables: train loss nanmean: 1.882843 2021-05-07 18:54:24.238: INFO @log_variables: train age_loss mean: 10.428722 2021-05-07 18:54:24.238: INFO @log_variables: train gender_loss mean: 0.375139 2021-05-07 18:54:24.239: INFO @log_variables: train age_mae mean: 10.502940 2021-05-07 18:54:24.239: INFO @log_variables: train gender_accuracy mean: 0.831245 2021-05-07 18:54:24.239: INFO @log_variables: train gender_confidence/loss nanmean: 0.072978 2021-05-07 18:54:24.239: INFO @log_variables: train gender_confidence/accuracy mean: 0.737380 2021-05-07 18:54:24.239: INFO @log_variables: train age_confidence/loss mean: 0.052975 2021-05-07 18:54:24.239: INFO @log_variables: train age_confidence/accuracy mean: 0.699718 2021-05-07 18:54:24.239: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 18:54:24.241: INFO @metrics_hook: train age_mae: 10.503 +-0.165 (13807) 2021-05-07 18:54:24.243: INFO @metrics_hook: train gender_accuracy: 0.831 +-0.006 (13807) 2021-05-07 18:54:27.039: INFO @decay_lr : LR updated to `9.283711e-05` 2021-05-07 18:54:27.041: INFO @log_profile : T train: 31.117682 2021-05-07 18:54:27.041: INFO @log_profile : T read data: 0.511553 2021-05-07 18:54:27.041: INFO @log_profile : T hooks: 3.408611 2021-05-07 18:54:27.041: INFO @main_loop : Epoch 234 done 2021-05-07 18:54:27.041: INFO @main_loop : Training epoch 235 2021-05-07 18:54:59.307: INFO @log_variables: train loss nanmean: 1.860397 2021-05-07 18:54:59.308: INFO @log_variables: train age_loss mean: 10.492977 2021-05-07 18:54:59.308: INFO @log_variables: train gender_loss mean: 0.361096 2021-05-07 18:54:59.308: INFO @log_variables: train age_mae mean: 10.552905 2021-05-07 18:54:59.308: INFO @log_variables: train gender_accuracy mean: 0.837167 2021-05-07 18:54:59.308: INFO @log_variables: train gender_confidence/loss nanmean: 0.072106 2021-05-07 18:54:59.308: INFO @log_variables: train gender_confidence/accuracy mean: 0.747830 2021-05-07 18:54:59.308: INFO @log_variables: train age_confidence/loss mean: 0.051556 2021-05-07 18:54:59.308: INFO @log_variables: train age_confidence/accuracy mean: 0.711444 2021-05-07 18:54:59.308: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 18:54:59.310: INFO @metrics_hook: train age_mae: 10.553 +-0.164 (13824) 2021-05-07 18:54:59.311: INFO @metrics_hook: train gender_accuracy: 0.837 +-0.006 (13824) 2021-05-07 18:55:02.065: INFO @decay_lr : LR updated to `9.2372924e-05` 2021-05-07 18:55:02.067: INFO @log_profile : T train: 31.233538 2021-05-07 18:55:02.067: INFO @log_profile : T read data: 0.385732 2021-05-07 18:55:02.067: INFO @log_profile : T hooks: 3.341057 2021-05-07 18:55:02.067: INFO @main_loop : Epoch 235 done 2021-05-07 18:55:02.067: INFO @main_loop : Training epoch 236 2021-05-07 18:55:33.588: INFO @log_variables: train loss nanmean: 1.870285 2021-05-07 18:55:33.588: INFO @log_variables: train age_loss mean: 10.306415 2021-05-07 18:55:33.588: INFO @log_variables: train gender_loss mean: 0.365069 2021-05-07 18:55:33.588: INFO @log_variables: train age_mae mean: 10.419290 2021-05-07 18:55:33.588: INFO @log_variables: train gender_accuracy mean: 0.836444 2021-05-07 18:55:33.588: INFO @log_variables: train gender_confidence/loss nanmean: 0.073242 2021-05-07 18:55:33.588: INFO @log_variables: train gender_confidence/accuracy mean: 0.741609 2021-05-07 18:55:33.589: INFO @log_variables: train age_confidence/loss mean: 0.053232 2021-05-07 18:55:33.589: INFO @log_variables: train age_confidence/accuracy mean: 0.696615 2021-05-07 18:55:33.589: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 18:55:33.590: INFO @metrics_hook: train age_mae: 10.419 +-0.163 (13824) 2021-05-07 18:55:33.591: INFO @metrics_hook: train gender_accuracy: 0.836 +-0.006 (13824) 2021-05-07 18:55:36.361: INFO @decay_lr : LR updated to `9.191106e-05` 2021-05-07 18:55:36.363: INFO @log_profile : T train: 30.465060 2021-05-07 18:55:36.363: INFO @log_profile : T read data: 0.403455 2021-05-07 18:55:36.363: INFO @log_profile : T hooks: 3.360483 2021-05-07 18:55:36.364: INFO @main_loop : Epoch 236 done 2021-05-07 18:55:36.364: INFO @main_loop : Training epoch 237 2021-05-07 18:56:08.616: INFO @log_variables: train loss nanmean: 1.891029 2021-05-07 18:56:08.617: INFO @log_variables: train age_loss mean: 10.345300 2021-05-07 18:56:08.617: INFO @log_variables: train gender_loss mean: 0.371027 2021-05-07 18:56:08.617: INFO @log_variables: train age_mae mean: 10.435837 2021-05-07 18:56:08.617: INFO @log_variables: train gender_accuracy mean: 0.831535 2021-05-07 18:56:08.617: INFO @log_variables: train gender_confidence/loss nanmean: 0.072864 2021-05-07 18:56:08.617: INFO @log_variables: train gender_confidence/accuracy mean: 0.738756 2021-05-07 18:56:08.617: INFO @log_variables: train age_confidence/loss mean: 0.052877 2021-05-07 18:56:08.617: INFO @log_variables: train age_confidence/accuracy mean: 0.698559 2021-05-07 18:56:08.617: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 18:56:08.618: INFO @metrics_hook: train age_mae: 10.436 +-0.164 (13807) 2021-05-07 18:56:08.620: INFO @metrics_hook: train gender_accuracy: 0.832 +-0.006 (13807) 2021-05-07 18:56:11.354: INFO @decay_lr : LR updated to `9.1451504e-05` 2021-05-07 18:56:11.359: INFO @log_profile : T train: 31.072936 2021-05-07 18:56:11.360: INFO @log_profile : T read data: 0.521133 2021-05-07 18:56:11.360: INFO @log_profile : T hooks: 3.334839 2021-05-07 18:56:11.360: INFO @main_loop : Epoch 237 done 2021-05-07 18:56:11.360: INFO @main_loop : Training epoch 238 2021-05-07 18:56:43.567: INFO @log_variables: train loss nanmean: 1.880540 2021-05-07 18:56:43.568: INFO @log_variables: train age_loss mean: 10.345475 2021-05-07 18:56:43.568: INFO @log_variables: train gender_loss mean: 0.370590 2021-05-07 18:56:43.568: INFO @log_variables: train age_mae mean: 10.407917 2021-05-07 18:56:43.568: INFO @log_variables: train gender_accuracy mean: 0.832755 2021-05-07 18:56:43.568: INFO @log_variables: train gender_confidence/loss nanmean: 0.072679 2021-05-07 18:56:43.568: INFO @log_variables: train gender_confidence/accuracy mean: 0.738064 2021-05-07 18:56:43.568: INFO @log_variables: train age_confidence/loss mean: 0.052729 2021-05-07 18:56:43.568: INFO @log_variables: train age_confidence/accuracy mean: 0.702980 2021-05-07 18:56:43.568: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 18:56:43.569: INFO @metrics_hook: train age_mae: 10.408 +-0.160 (13824) 2021-05-07 18:56:43.571: INFO @metrics_hook: train gender_accuracy: 0.833 +-0.006 (13824) 2021-05-07 18:56:46.384: INFO @decay_lr : LR updated to `9.099425e-05` 2021-05-07 18:56:46.385: INFO @log_profile : T train: 31.174578 2021-05-07 18:56:46.385: INFO @log_profile : T read data: 0.381530 2021-05-07 18:56:46.385: INFO @log_profile : T hooks: 3.404669 2021-05-07 18:56:46.385: INFO @main_loop : Epoch 238 done 2021-05-07 18:56:46.385: INFO @main_loop : Training epoch 239 2021-05-07 18:57:18.709: INFO @log_variables: train loss nanmean: 1.905862 2021-05-07 18:57:18.709: INFO @log_variables: train age_loss mean: 10.571382 2021-05-07 18:57:18.709: INFO @log_variables: train gender_loss mean: 0.365321 2021-05-07 18:57:18.709: INFO @log_variables: train age_mae mean: 10.634983 2021-05-07 18:57:18.709: INFO @log_variables: train gender_accuracy mean: 0.832827 2021-05-07 18:57:18.709: INFO @log_variables: train gender_confidence/loss nanmean: 0.071898 2021-05-07 18:57:18.709: INFO @log_variables: train gender_confidence/accuracy mean: 0.741536 2021-05-07 18:57:18.709: INFO @log_variables: train age_confidence/loss mean: 0.052833 2021-05-07 18:57:18.709: INFO @log_variables: train age_confidence/accuracy mean: 0.701534 2021-05-07 18:57:18.710: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 18:57:18.711: INFO @metrics_hook: train age_mae: 10.635 +-0.165 (13824) 2021-05-07 18:57:18.713: INFO @metrics_hook: train gender_accuracy: 0.833 +-0.006 (13824) 2021-05-07 18:57:21.410: INFO @decay_lr : LR updated to `9.053927e-05` 2021-05-07 18:57:21.412: INFO @log_profile : T train: 31.312244 2021-05-07 18:57:21.412: INFO @log_profile : T read data: 0.375687 2021-05-07 18:57:21.412: INFO @log_profile : T hooks: 3.275715 2021-05-07 18:57:21.412: INFO @main_loop : Epoch 239 done 2021-05-07 18:57:21.412: INFO @main_loop : Training epoch 240 2021-05-07 18:57:52.901: INFO @log_variables: train loss nanmean: 1.892383 2021-05-07 18:57:52.901: INFO @log_variables: train age_loss mean: 10.472243 2021-05-07 18:57:52.902: INFO @log_variables: train gender_loss mean: 0.383891 2021-05-07 18:57:52.902: INFO @log_variables: train age_mae mean: 10.519693 2021-05-07 18:57:52.902: INFO @log_variables: train gender_accuracy mean: 0.825076 2021-05-07 18:57:52.902: INFO @log_variables: train gender_confidence/loss nanmean: 0.072584 2021-05-07 18:57:52.902: INFO @log_variables: train gender_confidence/accuracy mean: 0.730842 2021-05-07 18:57:52.902: INFO @log_variables: train age_confidence/loss mean: 0.052156 2021-05-07 18:57:52.902: INFO @log_variables: train age_confidence/accuracy mean: 0.705418 2021-05-07 18:57:52.902: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 18:57:52.904: INFO @metrics_hook: train age_mae: 10.520 +-0.163 (13806) 2021-05-07 18:57:52.907: INFO @metrics_hook: train gender_accuracy: 0.825 +-0.006 (13806) 2021-05-07 18:57:55.762: INFO @decay_lr : LR updated to `9.008658e-05` 2021-05-07 18:57:55.764: INFO @log_profile : T train: 30.304445 2021-05-07 18:57:55.764: INFO @log_profile : T read data: 0.519138 2021-05-07 18:57:55.764: INFO @log_profile : T hooks: 3.464396 2021-05-07 18:57:55.764: INFO @main_loop : Epoch 240 done 2021-05-07 18:57:55.764: INFO @main_loop : Training epoch 241 2021-05-07 18:58:28.204: INFO @log_variables: train loss nanmean: 1.875722 2021-05-07 18:58:28.205: INFO @log_variables: train age_loss mean: 10.330700 2021-05-07 18:58:28.205: INFO @log_variables: train gender_loss mean: 0.366706 2021-05-07 18:58:28.205: INFO @log_variables: train age_mae mean: 10.409325 2021-05-07 18:58:28.205: INFO @log_variables: train gender_accuracy mean: 0.834563 2021-05-07 18:58:28.205: INFO @log_variables: train gender_confidence/loss nanmean: 0.072329 2021-05-07 18:58:28.205: INFO @log_variables: train gender_confidence/accuracy mean: 0.742983 2021-05-07 18:58:28.205: INFO @log_variables: train age_confidence/loss mean: 0.051900 2021-05-07 18:58:28.205: INFO @log_variables: train age_confidence/accuracy mean: 0.709563 2021-05-07 18:58:28.205: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 18:58:28.208: INFO @metrics_hook: train age_mae: 10.409 +-0.162 (13824) 2021-05-07 18:58:28.211: INFO @metrics_hook: train gender_accuracy: 0.835 +-0.006 (13824) 2021-05-07 18:58:30.968: INFO @decay_lr : LR updated to `8.9636145e-05` 2021-05-07 18:58:30.970: INFO @log_profile : T train: 31.377621 2021-05-07 18:58:30.970: INFO @log_profile : T read data: 0.391184 2021-05-07 18:58:30.970: INFO @log_profile : T hooks: 3.370820 2021-05-07 18:58:30.970: INFO @main_loop : Epoch 241 done 2021-05-07 18:58:30.971: INFO @main_loop : Training epoch 242 2021-05-07 18:59:03.356: INFO @log_variables: train loss nanmean: 1.901763 2021-05-07 18:59:03.356: INFO @log_variables: train age_loss mean: 10.418617 2021-05-07 18:59:03.356: INFO @log_variables: train gender_loss mean: 0.370737 2021-05-07 18:59:03.356: INFO @log_variables: train age_mae mean: 10.473647 2021-05-07 18:59:03.356: INFO @log_variables: train gender_accuracy mean: 0.833333 2021-05-07 18:59:03.356: INFO @log_variables: train gender_confidence/loss nanmean: 0.073072 2021-05-07 18:59:03.356: INFO @log_variables: train gender_confidence/accuracy mean: 0.737775 2021-05-07 18:59:03.356: INFO @log_variables: train age_confidence/loss mean: 0.052003 2021-05-07 18:59:03.357: INFO @log_variables: train age_confidence/accuracy mean: 0.711589 2021-05-07 18:59:03.357: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 18:59:03.358: INFO @metrics_hook: train age_mae: 10.474 +-0.163 (13824) 2021-05-07 18:59:03.360: INFO @metrics_hook: train gender_accuracy: 0.833 +-0.006 (13824) 2021-05-07 18:59:06.184: INFO @decay_lr : LR updated to `8.918797e-05` 2021-05-07 18:59:06.185: INFO @log_profile : T train: 31.357694 2021-05-07 18:59:06.185: INFO @log_profile : T read data: 0.382628 2021-05-07 18:59:06.185: INFO @log_profile : T hooks: 3.408511 2021-05-07 18:59:06.185: INFO @main_loop : Epoch 242 done 2021-05-07 18:59:06.185: INFO @main_loop : Training epoch 243 2021-05-07 18:59:38.212: INFO @log_variables: train loss nanmean: 1.865201 2021-05-07 18:59:38.214: INFO @log_variables: train age_loss mean: 10.349193 2021-05-07 18:59:38.216: INFO @log_variables: train gender_loss mean: 0.372209 2021-05-07 18:59:38.217: INFO @log_variables: train age_mae mean: 10.443110 2021-05-07 18:59:38.219: INFO @log_variables: train gender_accuracy mean: 0.831236 2021-05-07 18:59:38.220: INFO @log_variables: train gender_confidence/loss nanmean: 0.072723 2021-05-07 18:59:38.220: INFO @log_variables: train gender_confidence/accuracy mean: 0.737486 2021-05-07 18:59:38.220: INFO @log_variables: train age_confidence/loss mean: 0.053115 2021-05-07 18:59:38.220: INFO @log_variables: train age_confidence/accuracy mean: 0.699146 2021-05-07 18:59:38.220: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 18:59:38.223: INFO @metrics_hook: train age_mae: 10.443 +-0.161 (13824) 2021-05-07 18:59:38.226: INFO @metrics_hook: train gender_accuracy: 0.831 +-0.006 (13824) 2021-05-07 18:59:40.968: INFO @decay_lr : LR updated to `8.8742025e-05` 2021-05-07 18:59:40.969: INFO @log_profile : T train: 30.986544 2021-05-07 18:59:40.969: INFO @log_profile : T read data: 0.386743 2021-05-07 18:59:40.969: INFO @log_profile : T hooks: 3.345864 2021-05-07 18:59:40.969: INFO @main_loop : Epoch 243 done 2021-05-07 18:59:40.969: INFO @main_loop : Training epoch 244 2021-05-07 19:00:13.481: INFO @log_variables: train loss nanmean: 1.862650 2021-05-07 19:00:13.481: INFO @log_variables: train age_loss mean: 10.408919 2021-05-07 19:00:13.482: INFO @log_variables: train gender_loss mean: 0.363956 2021-05-07 19:00:13.482: INFO @log_variables: train age_mae mean: 10.469579 2021-05-07 19:00:13.482: INFO @log_variables: train gender_accuracy mean: 0.834287 2021-05-07 19:00:13.482: INFO @log_variables: train gender_confidence/loss nanmean: 0.071843 2021-05-07 19:00:13.482: INFO @log_variables: train gender_confidence/accuracy mean: 0.750416 2021-05-07 19:00:13.482: INFO @log_variables: train age_confidence/loss mean: 0.051673 2021-05-07 19:00:13.482: INFO @log_variables: train age_confidence/accuracy mean: 0.711885 2021-05-07 19:00:13.482: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 19:00:13.484: INFO @metrics_hook: train age_mae: 10.470 +-0.161 (13807) 2021-05-07 19:00:13.485: INFO @metrics_hook: train gender_accuracy: 0.834 +-0.006 (13807) 2021-05-07 19:00:16.291: INFO @decay_lr : LR updated to `8.8298315e-05` 2021-05-07 19:00:16.293: INFO @log_profile : T train: 31.320561 2021-05-07 19:00:16.293: INFO @log_profile : T read data: 0.523385 2021-05-07 19:00:16.293: INFO @log_profile : T hooks: 3.416160 2021-05-07 19:00:16.293: INFO @main_loop : Epoch 244 done 2021-05-07 19:00:16.294: INFO @main_loop : Training epoch 245 2021-05-07 19:00:47.270: INFO @log_variables: train loss nanmean: 1.864252 2021-05-07 19:00:47.270: INFO @log_variables: train age_loss mean: 10.409553 2021-05-07 19:00:47.270: INFO @log_variables: train gender_loss mean: 0.373442 2021-05-07 19:00:47.270: INFO @log_variables: train age_mae mean: 10.460913 2021-05-07 19:00:47.270: INFO @log_variables: train gender_accuracy mean: 0.827546 2021-05-07 19:00:47.270: INFO @log_variables: train gender_confidence/loss nanmean: 0.071678 2021-05-07 19:00:47.270: INFO @log_variables: train gender_confidence/accuracy mean: 0.744430 2021-05-07 19:00:47.270: INFO @log_variables: train age_confidence/loss mean: 0.052627 2021-05-07 19:00:47.270: INFO @log_variables: train age_confidence/accuracy mean: 0.702763 2021-05-07 19:00:47.270: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 19:00:47.272: INFO @metrics_hook: train age_mae: 10.461 +-0.164 (13824) 2021-05-07 19:00:47.274: INFO @metrics_hook: train gender_accuracy: 0.828 +-0.006 (13824) 2021-05-07 19:00:50.063: INFO @decay_lr : LR updated to `8.7856824e-05` 2021-05-07 19:00:50.064: INFO @log_profile : T train: 29.942836 2021-05-07 19:00:50.065: INFO @log_profile : T read data: 0.382242 2021-05-07 19:00:50.065: INFO @log_profile : T hooks: 3.381440 2021-05-07 19:00:50.065: INFO @main_loop : Epoch 245 done 2021-05-07 19:00:50.065: INFO @main_loop : Training epoch 246 2021-05-07 19:01:22.202: INFO @log_variables: train loss nanmean: 1.870981 2021-05-07 19:01:22.202: INFO @log_variables: train age_loss mean: 10.335173 2021-05-07 19:01:22.202: INFO @log_variables: train gender_loss mean: 0.363172 2021-05-07 19:01:22.202: INFO @log_variables: train age_mae mean: 10.414956 2021-05-07 19:01:22.202: INFO @log_variables: train gender_accuracy mean: 0.836432 2021-05-07 19:01:22.202: INFO @log_variables: train gender_confidence/loss nanmean: 0.072118 2021-05-07 19:01:22.202: INFO @log_variables: train gender_confidence/accuracy mean: 0.744050 2021-05-07 19:01:22.202: INFO @log_variables: train age_confidence/loss mean: 0.052281 2021-05-07 19:01:22.203: INFO @log_variables: train age_confidence/accuracy mean: 0.703899 2021-05-07 19:01:22.203: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 19:01:22.204: INFO @metrics_hook: train age_mae: 10.415 +-0.159 (13823) 2021-05-07 19:01:22.206: INFO @metrics_hook: train gender_accuracy: 0.836 +-0.006 (13823) 2021-05-07 19:01:25.041: INFO @decay_lr : LR updated to `8.741754e-05` 2021-05-07 19:01:25.043: INFO @log_profile : T train: 31.097701 2021-05-07 19:01:25.043: INFO @log_profile : T read data: 0.372818 2021-05-07 19:01:25.043: INFO @log_profile : T hooks: 3.443388 2021-05-07 19:01:25.043: INFO @main_loop : Epoch 246 done 2021-05-07 19:01:25.043: INFO @main_loop : Training epoch 247 2021-05-07 19:01:56.610: INFO @log_variables: train loss nanmean: 1.852172 2021-05-07 19:01:56.610: INFO @log_variables: train age_loss mean: 10.296215 2021-05-07 19:01:56.611: INFO @log_variables: train gender_loss mean: 0.367556 2021-05-07 19:01:56.611: INFO @log_variables: train age_mae mean: 10.387762 2021-05-07 19:01:56.611: INFO @log_variables: train gender_accuracy mean: 0.832114 2021-05-07 19:01:56.611: INFO @log_variables: train gender_confidence/loss nanmean: 0.072351 2021-05-07 19:01:56.612: INFO @log_variables: train gender_confidence/accuracy mean: 0.739552 2021-05-07 19:01:56.612: INFO @log_variables: train age_confidence/loss mean: 0.053156 2021-05-07 19:01:56.612: INFO @log_variables: train age_confidence/accuracy mean: 0.694430 2021-05-07 19:01:56.612: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 19:01:56.615: INFO @metrics_hook: train age_mae: 10.388 +-0.160 (13807) 2021-05-07 19:01:56.617: INFO @metrics_hook: train gender_accuracy: 0.832 +-0.006 (13807) 2021-05-07 19:01:59.372: INFO @decay_lr : LR updated to `8.698045e-05` 2021-05-07 19:01:59.374: INFO @log_profile : T train: 30.396762 2021-05-07 19:01:59.375: INFO @log_profile : T read data: 0.515037 2021-05-07 19:01:59.375: INFO @log_profile : T hooks: 3.353616 2021-05-07 19:01:59.375: INFO @main_loop : Epoch 247 done 2021-05-07 19:01:59.375: INFO @main_loop : Training epoch 248 2021-05-07 19:02:31.574: INFO @log_variables: train loss nanmean: 1.848533 2021-05-07 19:02:31.574: INFO @log_variables: train age_loss mean: 10.331019 2021-05-07 19:02:31.574: INFO @log_variables: train gender_loss mean: 0.370695 2021-05-07 19:02:31.574: INFO @log_variables: train age_mae mean: 10.426064 2021-05-07 19:02:31.575: INFO @log_variables: train gender_accuracy mean: 0.834117 2021-05-07 19:02:31.575: INFO @log_variables: train gender_confidence/loss nanmean: 0.073624 2021-05-07 19:02:31.575: INFO @log_variables: train gender_confidence/accuracy mean: 0.743326 2021-05-07 19:02:31.575: INFO @log_variables: train age_confidence/loss mean: 0.052468 2021-05-07 19:02:31.575: INFO @log_variables: train age_confidence/accuracy mean: 0.702742 2021-05-07 19:02:31.575: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 19:02:31.576: INFO @metrics_hook: train age_mae: 10.426 +-0.162 (13823) 2021-05-07 19:02:31.578: INFO @metrics_hook: train gender_accuracy: 0.834 +-0.006 (13823) 2021-05-07 19:02:34.411: INFO @decay_lr : LR updated to `8.6545544e-05` 2021-05-07 19:02:34.412: INFO @log_profile : T train: 31.197751 2021-05-07 19:02:34.413: INFO @log_profile : T read data: 0.362700 2021-05-07 19:02:34.413: INFO @log_profile : T hooks: 3.415009 2021-05-07 19:02:34.413: INFO @main_loop : Epoch 248 done 2021-05-07 19:02:34.413: INFO @main_loop : Training epoch 249 2021-05-07 19:03:06.659: INFO @log_variables: train loss nanmean: 1.873363 2021-05-07 19:03:06.659: INFO @log_variables: train age_loss mean: 10.448781 2021-05-07 19:03:06.659: INFO @log_variables: train gender_loss mean: 0.371667 2021-05-07 19:03:06.659: INFO @log_variables: train age_mae mean: 10.526830 2021-05-07 19:03:06.659: INFO @log_variables: train gender_accuracy mean: 0.829499 2021-05-07 19:03:06.659: INFO @log_variables: train gender_confidence/loss nanmean: 0.072597 2021-05-07 19:03:06.659: INFO @log_variables: train gender_confidence/accuracy mean: 0.740307 2021-05-07 19:03:06.659: INFO @log_variables: train age_confidence/loss mean: 0.052994 2021-05-07 19:03:06.659: INFO @log_variables: train age_confidence/accuracy mean: 0.696181 2021-05-07 19:03:06.660: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 19:03:06.661: INFO @metrics_hook: train age_mae: 10.527 +-0.163 (13824) 2021-05-07 19:03:06.663: INFO @metrics_hook: train gender_accuracy: 0.829 +-0.006 (13824) 2021-05-07 19:03:09.545: INFO @decay_lr : LR updated to `8.6112814e-05` 2021-05-07 19:03:09.547: INFO @log_profile : T train: 31.190574 2021-05-07 19:03:09.547: INFO @log_profile : T read data: 0.394125 2021-05-07 19:03:09.547: INFO @log_profile : T hooks: 3.483679 2021-05-07 19:03:09.547: INFO @main_loop : Epoch 249 done 2021-05-07 19:03:09.547: INFO @main_loop : Training epoch 250 2021-05-07 19:03:40.793: INFO @log_variables: train loss nanmean: 1.841751 2021-05-07 19:03:40.794: INFO @log_variables: train age_loss mean: 10.341407 2021-05-07 19:03:40.794: INFO @log_variables: train gender_loss mean: 0.356651 2021-05-07 19:03:40.794: INFO @log_variables: train age_mae mean: 10.413066 2021-05-07 19:03:40.794: INFO @log_variables: train gender_accuracy mean: 0.840350 2021-05-07 19:03:40.794: INFO @log_variables: train gender_confidence/loss nanmean: 0.072941 2021-05-07 19:03:40.794: INFO @log_variables: train gender_confidence/accuracy mean: 0.747251 2021-05-07 19:03:40.794: INFO @log_variables: train age_confidence/loss mean: 0.051763 2021-05-07 19:03:40.794: INFO @log_variables: train age_confidence/accuracy mean: 0.710576 2021-05-07 19:03:40.794: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 19:03:40.797: INFO @metrics_hook: train age_mae: 10.413 +-0.161 (13824) 2021-05-07 19:03:40.799: INFO @metrics_hook: train gender_accuracy: 0.840 +-0.006 (13824) 2021-05-07 19:03:43.571: INFO @decay_lr : LR updated to `8.568225e-05` 2021-05-07 19:03:43.573: INFO @log_profile : T train: 30.186674 2021-05-07 19:03:43.573: INFO @log_profile : T read data: 0.400739 2021-05-07 19:03:43.573: INFO @log_profile : T hooks: 3.372281 2021-05-07 19:03:43.573: INFO @main_loop : Epoch 250 done 2021-05-07 19:03:43.573: INFO @main_loop : Training epoch 251 2021-05-07 19:04:15.218: INFO @log_variables: train loss nanmean: 1.845287 2021-05-07 19:04:15.218: INFO @log_variables: train age_loss mean: 10.308363 2021-05-07 19:04:15.218: INFO @log_variables: train gender_loss mean: 0.352497 2021-05-07 19:04:15.218: INFO @log_variables: train age_mae mean: 10.399145 2021-05-07 19:04:15.218: INFO @log_variables: train gender_accuracy mean: 0.841530 2021-05-07 19:04:15.218: INFO @log_variables: train gender_confidence/loss nanmean: 0.072088 2021-05-07 19:04:15.219: INFO @log_variables: train gender_confidence/accuracy mean: 0.746433 2021-05-07 19:04:15.219: INFO @log_variables: train age_confidence/loss mean: 0.053062 2021-05-07 19:04:15.219: INFO @log_variables: train age_confidence/accuracy mean: 0.697907 2021-05-07 19:04:15.219: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 19:04:15.221: INFO @metrics_hook: train age_mae: 10.399 +-0.161 (13807) 2021-05-07 19:04:15.223: INFO @metrics_hook: train gender_accuracy: 0.842 +-0.006 (13807) 2021-05-07 19:04:18.099: INFO @decay_lr : LR updated to `8.525384e-05` 2021-05-07 19:04:18.101: INFO @log_profile : T train: 30.442802 2021-05-07 19:04:18.101: INFO @log_profile : T read data: 0.531429 2021-05-07 19:04:18.101: INFO @log_profile : T hooks: 3.485510 2021-05-07 19:04:18.101: INFO @main_loop : Epoch 251 done 2021-05-07 19:04:18.101: INFO @main_loop : Training epoch 252 2021-05-07 19:04:50.335: INFO @log_variables: train loss nanmean: 1.815421 2021-05-07 19:04:50.336: INFO @log_variables: train age_loss mean: 10.255446 2021-05-07 19:04:50.336: INFO @log_variables: train gender_loss mean: 0.364430 2021-05-07 19:04:50.337: INFO @log_variables: train age_mae mean: 10.368661 2021-05-07 19:04:50.337: INFO @log_variables: train gender_accuracy mean: 0.836661 2021-05-07 19:04:50.337: INFO @log_variables: train gender_confidence/loss nanmean: 0.072012 2021-05-07 19:04:50.337: INFO @log_variables: train gender_confidence/accuracy mean: 0.746238 2021-05-07 19:04:50.337: INFO @log_variables: train age_confidence/loss mean: 0.053227 2021-05-07 19:04:50.337: INFO @log_variables: train age_confidence/accuracy mean: 0.700376 2021-05-07 19:04:50.337: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 19:04:50.338: INFO @metrics_hook: train age_mae: 10.369 +-0.161 (13824) 2021-05-07 19:04:50.339: INFO @metrics_hook: train gender_accuracy: 0.837 +-0.006 (13824) 2021-05-07 19:04:53.107: INFO @decay_lr : LR updated to `8.4827574e-05` 2021-05-07 19:04:53.110: INFO @log_profile : T train: 31.174659 2021-05-07 19:04:53.110: INFO @log_profile : T read data: 0.392019 2021-05-07 19:04:53.110: INFO @log_profile : T hooks: 3.375187 2021-05-07 19:04:53.110: INFO @main_loop : Epoch 252 done 2021-05-07 19:04:53.110: INFO @main_loop : Training epoch 253 2021-05-07 19:05:25.403: INFO @log_variables: train loss nanmean: 1.848077 2021-05-07 19:05:25.405: INFO @log_variables: train age_loss mean: 10.372743 2021-05-07 19:05:25.406: INFO @log_variables: train gender_loss mean: 0.365675 2021-05-07 19:05:25.406: INFO @log_variables: train age_mae mean: 10.473095 2021-05-07 19:05:25.406: INFO @log_variables: train gender_accuracy mean: 0.837240 2021-05-07 19:05:25.406: INFO @log_variables: train gender_confidence/loss nanmean: 0.072720 2021-05-07 19:05:25.406: INFO @log_variables: train gender_confidence/accuracy mean: 0.740162 2021-05-07 19:05:25.406: INFO @log_variables: train age_confidence/loss mean: 0.052493 2021-05-07 19:05:25.406: INFO @log_variables: train age_confidence/accuracy mean: 0.702691 2021-05-07 19:05:25.406: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 19:05:25.408: INFO @metrics_hook: train age_mae: 10.473 +-0.162 (13824) 2021-05-07 19:05:25.410: INFO @metrics_hook: train gender_accuracy: 0.837 +-0.006 (13824) 2021-05-07 19:05:28.149: INFO @decay_lr : LR updated to `8.440344e-05` 2021-05-07 19:05:28.151: INFO @log_profile : T train: 31.261510 2021-05-07 19:05:28.151: INFO @log_profile : T read data: 0.379540 2021-05-07 19:05:28.151: INFO @log_profile : T hooks: 3.336540 2021-05-07 19:05:28.151: INFO @main_loop : Epoch 253 done 2021-05-07 19:05:28.151: INFO @main_loop : Training epoch 254 2021-05-07 19:06:00.732: INFO @log_variables: train loss nanmean: 1.838372 2021-05-07 19:06:00.733: INFO @log_variables: train age_loss mean: 10.224214 2021-05-07 19:06:00.733: INFO @log_variables: train gender_loss mean: 0.364509 2021-05-07 19:06:00.733: INFO @log_variables: train age_mae mean: 10.326268 2021-05-07 19:06:00.733: INFO @log_variables: train gender_accuracy mean: 0.836098 2021-05-07 19:06:00.733: INFO @log_variables: train gender_confidence/loss nanmean: 0.072304 2021-05-07 19:06:00.733: INFO @log_variables: train gender_confidence/accuracy mean: 0.745709 2021-05-07 19:06:00.733: INFO @log_variables: train age_confidence/loss mean: 0.053457 2021-05-07 19:06:00.733: INFO @log_variables: train age_confidence/accuracy mean: 0.692909 2021-05-07 19:06:00.733: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 19:06:00.735: INFO @metrics_hook: train age_mae: 10.326 +-0.163 (13807) 2021-05-07 19:06:00.738: INFO @metrics_hook: train gender_accuracy: 0.836 +-0.006 (13807) 2021-05-07 19:06:03.566: INFO @decay_lr : LR updated to `8.398142e-05` 2021-05-07 19:06:03.567: INFO @log_profile : T train: 31.414298 2021-05-07 19:06:03.568: INFO @log_profile : T read data: 0.530595 2021-05-07 19:06:03.568: INFO @log_profile : T hooks: 3.406308 2021-05-07 19:06:03.568: INFO @main_loop : Epoch 254 done 2021-05-07 19:06:03.568: INFO @main_loop : Training epoch 255 2021-05-07 19:06:36.016: INFO @log_variables: train loss nanmean: 1.826111 2021-05-07 19:06:36.017: INFO @log_variables: train age_loss mean: 10.279058 2021-05-07 19:06:36.017: INFO @log_variables: train gender_loss mean: 0.354533 2021-05-07 19:06:36.017: INFO @log_variables: train age_mae mean: 10.363756 2021-05-07 19:06:36.017: INFO @log_variables: train gender_accuracy mean: 0.839844 2021-05-07 19:06:36.017: INFO @log_variables: train gender_confidence/loss nanmean: 0.071729 2021-05-07 19:06:36.017: INFO @log_variables: train gender_confidence/accuracy mean: 0.742549 2021-05-07 19:06:36.017: INFO @log_variables: train age_confidence/loss mean: 0.052921 2021-05-07 19:06:36.018: INFO @log_variables: train age_confidence/accuracy mean: 0.702329 2021-05-07 19:06:36.018: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 19:06:36.020: INFO @metrics_hook: train age_mae: 10.364 +-0.163 (13824) 2021-05-07 19:06:36.022: INFO @metrics_hook: train gender_accuracy: 0.840 +-0.006 (13824) 2021-05-07 19:06:38.946: INFO @decay_lr : LR updated to `8.356151e-05` 2021-05-07 19:06:38.948: INFO @log_profile : T train: 31.411628 2021-05-07 19:06:38.948: INFO @log_profile : T read data: 0.385200 2021-05-07 19:06:38.948: INFO @log_profile : T hooks: 3.517584 2021-05-07 19:06:38.949: INFO @main_loop : Epoch 255 done 2021-05-07 19:06:38.949: INFO @main_loop : Training epoch 256 2021-05-07 19:07:10.397: INFO @log_variables: train loss nanmean: 1.852977 2021-05-07 19:07:10.400: INFO @log_variables: train age_loss mean: 10.207607 2021-05-07 19:07:10.400: INFO @log_variables: train gender_loss mean: 0.374883 2021-05-07 19:07:10.400: INFO @log_variables: train age_mae mean: 10.300625 2021-05-07 19:07:10.400: INFO @log_variables: train gender_accuracy mean: 0.833116 2021-05-07 19:07:10.400: INFO @log_variables: train gender_confidence/loss nanmean: 0.073096 2021-05-07 19:07:10.400: INFO @log_variables: train gender_confidence/accuracy mean: 0.739583 2021-05-07 19:07:10.400: INFO @log_variables: train age_confidence/loss mean: 0.052589 2021-05-07 19:07:10.400: INFO @log_variables: train age_confidence/accuracy mean: 0.699508 2021-05-07 19:07:10.400: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 19:07:10.402: INFO @metrics_hook: train age_mae: 10.301 +-0.161 (13824) 2021-05-07 19:07:10.404: INFO @metrics_hook: train gender_accuracy: 0.833 +-0.006 (13824) 2021-05-07 19:07:13.268: INFO @decay_lr : LR updated to `8.31437e-05` 2021-05-07 19:07:13.273: INFO @log_profile : T train: 30.409213 2021-05-07 19:07:13.273: INFO @log_profile : T read data: 0.380152 2021-05-07 19:07:13.273: INFO @log_profile : T hooks: 3.471072 2021-05-07 19:07:13.273: INFO @main_loop : Epoch 256 done 2021-05-07 19:07:13.274: INFO @main_loop : Training epoch 257 2021-05-07 19:07:46.077: INFO @log_variables: train loss nanmean: 1.807465 2021-05-07 19:07:46.078: INFO @log_variables: train age_loss mean: 10.054040 2021-05-07 19:07:46.078: INFO @log_variables: train gender_loss mean: 0.352339 2021-05-07 19:07:46.078: INFO @log_variables: train age_mae mean: 10.161253 2021-05-07 19:07:46.078: INFO @log_variables: train gender_accuracy mean: 0.839265 2021-05-07 19:07:46.078: INFO @log_variables: train gender_confidence/loss nanmean: 0.071312 2021-05-07 19:07:46.079: INFO @log_variables: train gender_confidence/accuracy mean: 0.747324 2021-05-07 19:07:46.079: INFO @log_variables: train age_confidence/loss mean: 0.053989 2021-05-07 19:07:46.079: INFO @log_variables: train age_confidence/accuracy mean: 0.689670 2021-05-07 19:07:46.079: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 19:07:46.080: INFO @metrics_hook: train age_mae: 10.161 +-0.160 (13824) 2021-05-07 19:07:46.082: INFO @metrics_hook: train gender_accuracy: 0.839 +-0.006 (13824) 2021-05-07 19:07:48.896: INFO @decay_lr : LR updated to `8.272798e-05` 2021-05-07 19:07:48.898: INFO @log_profile : T train: 31.737357 2021-05-07 19:07:48.898: INFO @log_profile : T read data: 0.375144 2021-05-07 19:07:48.898: INFO @log_profile : T hooks: 3.445813 2021-05-07 19:07:48.898: INFO @main_loop : Epoch 257 done 2021-05-07 19:07:48.898: INFO @main_loop : Training epoch 258 2021-05-07 19:08:21.755: INFO @log_variables: train loss nanmean: 1.870585 2021-05-07 19:08:21.756: INFO @log_variables: train age_loss mean: 10.316792 2021-05-07 19:08:21.756: INFO @log_variables: train gender_loss mean: 0.364618 2021-05-07 19:08:21.756: INFO @log_variables: train age_mae mean: 10.402412 2021-05-07 19:08:21.756: INFO @log_variables: train gender_accuracy mean: 0.834432 2021-05-07 19:08:21.756: INFO @log_variables: train gender_confidence/loss nanmean: 0.071902 2021-05-07 19:08:21.756: INFO @log_variables: train gender_confidence/accuracy mean: 0.744984 2021-05-07 19:08:21.756: INFO @log_variables: train age_confidence/loss mean: 0.053293 2021-05-07 19:08:21.756: INFO @log_variables: train age_confidence/accuracy mean: 0.693706 2021-05-07 19:08:21.756: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 19:08:21.760: INFO @metrics_hook: train age_mae: 10.402 +-0.163 (13807) 2021-05-07 19:08:21.763: INFO @metrics_hook: train gender_accuracy: 0.834 +-0.006 (13807) 2021-05-07 19:08:24.644: INFO @decay_lr : LR updated to `8.231434e-05` 2021-05-07 19:08:24.645: INFO @log_profile : T train: 31.672541 2021-05-07 19:08:24.645: INFO @log_profile : T read data: 0.524452 2021-05-07 19:08:24.645: INFO @log_profile : T hooks: 3.486780 2021-05-07 19:08:24.645: INFO @main_loop : Epoch 258 done 2021-05-07 19:08:24.646: INFO @main_loop : Training epoch 259 2021-05-07 19:08:57.698: INFO @log_variables: train loss nanmean: 1.831320 2021-05-07 19:08:57.698: INFO @log_variables: train age_loss mean: 10.229834 2021-05-07 19:08:57.698: INFO @log_variables: train gender_loss mean: 0.361155 2021-05-07 19:08:57.698: INFO @log_variables: train age_mae mean: 10.305833 2021-05-07 19:08:57.698: INFO @log_variables: train gender_accuracy mean: 0.837095 2021-05-07 19:08:57.698: INFO @log_variables: train gender_confidence/loss nanmean: 0.071807 2021-05-07 19:08:57.698: INFO @log_variables: train gender_confidence/accuracy mean: 0.751302 2021-05-07 19:08:57.698: INFO @log_variables: train age_confidence/loss mean: 0.052579 2021-05-07 19:08:57.698: INFO @log_variables: train age_confidence/accuracy mean: 0.704138 2021-05-07 19:08:57.698: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 19:08:57.700: INFO @metrics_hook: train age_mae: 10.306 +-0.159 (13824) 2021-05-07 19:08:57.702: INFO @metrics_hook: train gender_accuracy: 0.837 +-0.006 (13824) 2021-05-07 19:09:00.601: INFO @decay_lr : LR updated to `8.190277e-05` 2021-05-07 19:09:00.604: INFO @log_profile : T train: 32.018955 2021-05-07 19:09:00.604: INFO @log_profile : T read data: 0.393454 2021-05-07 19:09:00.604: INFO @log_profile : T hooks: 3.478895 2021-05-07 19:09:00.604: INFO @main_loop : Epoch 259 done 2021-05-07 19:09:00.604: INFO @main_loop : Training epoch 260 2021-05-07 19:09:33.383: INFO @log_variables: train loss nanmean: 1.837322 2021-05-07 19:09:33.383: INFO @log_variables: train age_loss mean: 10.120257 2021-05-07 19:09:33.383: INFO @log_variables: train gender_loss mean: 0.357477 2021-05-07 19:09:33.383: INFO @log_variables: train age_mae mean: 10.224349 2021-05-07 19:09:33.383: INFO @log_variables: train gender_accuracy mean: 0.842376 2021-05-07 19:09:33.384: INFO @log_variables: train gender_confidence/loss nanmean: 0.072897 2021-05-07 19:09:33.384: INFO @log_variables: train gender_confidence/accuracy mean: 0.745009 2021-05-07 19:09:33.384: INFO @log_variables: train age_confidence/loss mean: 0.053290 2021-05-07 19:09:33.384: INFO @log_variables: train age_confidence/accuracy mean: 0.697121 2021-05-07 19:09:33.384: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 19:09:33.387: INFO @metrics_hook: train age_mae: 10.224 +-0.159 (13824) 2021-05-07 19:09:33.389: INFO @metrics_hook: train gender_accuracy: 0.842 +-0.006 (13824) 2021-05-07 19:09:36.238: INFO @decay_lr : LR updated to `8.149326e-05` 2021-05-07 19:09:36.242: INFO @log_profile : T train: 31.746941 2021-05-07 19:09:36.242: INFO @log_profile : T read data: 0.381988 2021-05-07 19:09:36.243: INFO @log_profile : T hooks: 3.443550 2021-05-07 19:09:36.243: INFO @main_loop : Epoch 260 done 2021-05-07 19:09:36.243: INFO @main_loop : Training epoch 261 2021-05-07 19:10:09.233: INFO @log_variables: train loss nanmean: 1.801687 2021-05-07 19:10:09.234: INFO @log_variables: train age_loss mean: 10.095276 2021-05-07 19:10:09.234: INFO @log_variables: train gender_loss mean: 0.359804 2021-05-07 19:10:09.234: INFO @log_variables: train age_mae mean: 10.228508 2021-05-07 19:10:09.234: INFO @log_variables: train gender_accuracy mean: 0.837619 2021-05-07 19:10:09.234: INFO @log_variables: train gender_confidence/loss nanmean: 0.071439 2021-05-07 19:10:09.234: INFO @log_variables: train gender_confidence/accuracy mean: 0.740856 2021-05-07 19:10:09.234: INFO @log_variables: train age_confidence/loss mean: 0.054094 2021-05-07 19:10:09.234: INFO @log_variables: train age_confidence/accuracy mean: 0.690302 2021-05-07 19:10:09.235: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 19:10:09.237: INFO @metrics_hook: train age_mae: 10.229 +-0.161 (13807) 2021-05-07 19:10:09.240: INFO @metrics_hook: train gender_accuracy: 0.838 +-0.006 (13807) 2021-05-07 19:10:11.991: INFO @decay_lr : LR updated to `8.108579e-05` 2021-05-07 19:10:11.992: INFO @log_profile : T train: 31.780306 2021-05-07 19:10:11.993: INFO @log_profile : T read data: 0.557184 2021-05-07 19:10:11.993: INFO @log_profile : T hooks: 3.347154 2021-05-07 19:10:11.993: INFO @main_loop : Epoch 261 done 2021-05-07 19:10:11.993: INFO @main_loop : Training epoch 262 2021-05-07 19:10:43.661: INFO @log_variables: train loss nanmean: 1.875297 2021-05-07 19:10:43.661: INFO @log_variables: train age_loss mean: 10.317269 2021-05-07 19:10:43.661: INFO @log_variables: train gender_loss mean: 0.363126 2021-05-07 19:10:43.661: INFO @log_variables: train age_mae mean: 10.440428 2021-05-07 19:10:43.661: INFO @log_variables: train gender_accuracy mean: 0.839844 2021-05-07 19:10:43.661: INFO @log_variables: train gender_confidence/loss nanmean: 0.074272 2021-05-07 19:10:43.661: INFO @log_variables: train gender_confidence/accuracy mean: 0.728877 2021-05-07 19:10:43.661: INFO @log_variables: train age_confidence/loss mean: 0.052918 2021-05-07 19:10:43.661: INFO @log_variables: train age_confidence/accuracy mean: 0.696542 2021-05-07 19:10:43.661: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 19:10:43.664: INFO @metrics_hook: train age_mae: 10.440 +-0.162 (13824) 2021-05-07 19:10:43.667: INFO @metrics_hook: train gender_accuracy: 0.840 +-0.006 (13824) 2021-05-07 19:10:46.452: INFO @decay_lr : LR updated to `8.068036e-05` 2021-05-07 19:10:46.454: INFO @log_profile : T train: 30.650838 2021-05-07 19:10:46.455: INFO @log_profile : T read data: 0.368528 2021-05-07 19:10:46.455: INFO @log_profile : T hooks: 3.379159 2021-05-07 19:10:46.455: INFO @main_loop : Epoch 262 done 2021-05-07 19:10:46.455: INFO @main_loop : Training epoch 263 2021-05-07 19:11:18.873: INFO @log_variables: train loss nanmean: 1.805364 2021-05-07 19:11:18.877: INFO @log_variables: train age_loss mean: 10.076325 2021-05-07 19:11:18.878: INFO @log_variables: train gender_loss mean: 0.360525 2021-05-07 19:11:18.878: INFO @log_variables: train age_mae mean: 10.186296 2021-05-07 19:11:18.878: INFO @log_variables: train gender_accuracy mean: 0.838759 2021-05-07 19:11:18.878: INFO @log_variables: train gender_confidence/loss nanmean: 0.072073 2021-05-07 19:11:18.878: INFO @log_variables: train gender_confidence/accuracy mean: 0.740524 2021-05-07 19:11:18.878: INFO @log_variables: train age_confidence/loss mean: 0.052871 2021-05-07 19:11:18.879: INFO @log_variables: train age_confidence/accuracy mean: 0.702763 2021-05-07 19:11:18.879: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 19:11:18.885: INFO @metrics_hook: train age_mae: 10.186 +-0.161 (13824) 2021-05-07 19:11:18.889: INFO @metrics_hook: train gender_accuracy: 0.839 +-0.006 (13824) 2021-05-07 19:11:21.637: INFO @decay_lr : LR updated to `8.027696e-05` 2021-05-07 19:11:21.638: INFO @log_profile : T train: 31.408389 2021-05-07 19:11:21.639: INFO @log_profile : T read data: 0.379731 2021-05-07 19:11:21.639: INFO @log_profile : T hooks: 3.334121 2021-05-07 19:11:21.639: INFO @main_loop : Epoch 263 done 2021-05-07 19:11:21.639: INFO @main_loop : Training epoch 264 2021-05-07 19:11:53.278: INFO @log_variables: train loss nanmean: 1.822140 2021-05-07 19:11:53.278: INFO @log_variables: train age_loss mean: 10.134912 2021-05-07 19:11:53.278: INFO @log_variables: train gender_loss mean: 0.352379 2021-05-07 19:11:53.278: INFO @log_variables: train age_mae mean: 10.235139 2021-05-07 19:11:53.278: INFO @log_variables: train gender_accuracy mean: 0.845079 2021-05-07 19:11:53.279: INFO @log_variables: train gender_confidence/loss nanmean: 0.072767 2021-05-07 19:11:53.279: INFO @log_variables: train gender_confidence/accuracy mean: 0.750706 2021-05-07 19:11:53.279: INFO @log_variables: train age_confidence/loss mean: 0.052733 2021-05-07 19:11:53.279: INFO @log_variables: train age_confidence/accuracy mean: 0.698776 2021-05-07 19:11:53.279: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 19:11:53.280: INFO @metrics_hook: train age_mae: 10.235 +-0.160 (13807) 2021-05-07 19:11:53.283: INFO @metrics_hook: train gender_accuracy: 0.845 +-0.006 (13807) 2021-05-07 19:11:56.175: INFO @decay_lr : LR updated to `7.987557e-05` 2021-05-07 19:11:56.176: INFO @log_profile : T train: 30.479426 2021-05-07 19:11:56.176: INFO @log_profile : T read data: 0.511980 2021-05-07 19:11:56.176: INFO @log_profile : T hooks: 3.481711 2021-05-07 19:11:56.176: INFO @main_loop : Epoch 264 done 2021-05-07 19:11:56.176: INFO @main_loop : Training epoch 265 2021-05-07 19:12:28.954: INFO @log_variables: train loss nanmean: 1.824472 2021-05-07 19:12:28.954: INFO @log_variables: train age_loss mean: 10.224593 2021-05-07 19:12:28.955: INFO @log_variables: train gender_loss mean: 0.358188 2021-05-07 19:12:28.955: INFO @log_variables: train age_mae mean: 10.330173 2021-05-07 19:12:28.955: INFO @log_variables: train gender_accuracy mean: 0.839048 2021-05-07 19:12:28.955: INFO @log_variables: train gender_confidence/loss nanmean: 0.072710 2021-05-07 19:12:28.955: INFO @log_variables: train gender_confidence/accuracy mean: 0.746238 2021-05-07 19:12:28.955: INFO @log_variables: train age_confidence/loss mean: 0.053066 2021-05-07 19:12:28.955: INFO @log_variables: train age_confidence/accuracy mean: 0.700449 2021-05-07 19:12:28.955: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 19:12:28.956: INFO @metrics_hook: train age_mae: 10.330 +-0.161 (13824) 2021-05-07 19:12:28.958: INFO @metrics_hook: train gender_accuracy: 0.839 +-0.006 (13824) 2021-05-07 19:12:31.845: INFO @decay_lr : LR updated to `7.9476195e-05` 2021-05-07 19:12:31.846: INFO @log_profile : T train: 31.739031 2021-05-07 19:12:31.846: INFO @log_profile : T read data: 0.381159 2021-05-07 19:12:31.846: INFO @log_profile : T hooks: 3.485321 2021-05-07 19:12:31.847: INFO @main_loop : Epoch 265 done 2021-05-07 19:12:31.847: INFO @main_loop : Training epoch 266 2021-05-07 19:13:03.515: INFO @log_variables: train loss nanmean: 1.836916 2021-05-07 19:13:03.515: INFO @log_variables: train age_loss mean: 10.164992 2021-05-07 19:13:03.516: INFO @log_variables: train gender_loss mean: 0.349562 2021-05-07 19:13:03.516: INFO @log_variables: train age_mae mean: 10.269710 2021-05-07 19:13:03.516: INFO @log_variables: train gender_accuracy mean: 0.842665 2021-05-07 19:13:03.516: INFO @log_variables: train gender_confidence/loss nanmean: 0.070479 2021-05-07 19:13:03.516: INFO @log_variables: train gender_confidence/accuracy mean: 0.753979 2021-05-07 19:13:03.517: INFO @log_variables: train age_confidence/loss mean: 0.052187 2021-05-07 19:13:03.517: INFO @log_variables: train age_confidence/accuracy mean: 0.707682 2021-05-07 19:13:03.517: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 19:13:03.519: INFO @metrics_hook: train age_mae: 10.270 +-0.158 (13824) 2021-05-07 19:13:03.521: INFO @metrics_hook: train gender_accuracy: 0.843 +-0.006 (13824) 2021-05-07 19:13:06.431: INFO @decay_lr : LR updated to `7.907881e-05` 2021-05-07 19:13:06.433: INFO @log_profile : T train: 30.630999 2021-05-07 19:13:06.433: INFO @log_profile : T read data: 0.385747 2021-05-07 19:13:06.433: INFO @log_profile : T hooks: 3.504456 2021-05-07 19:13:06.433: INFO @main_loop : Epoch 266 done 2021-05-07 19:13:06.433: INFO @main_loop : Training epoch 267 2021-05-07 19:13:38.261: INFO @log_variables: train loss nanmean: 1.809638 2021-05-07 19:13:38.262: INFO @log_variables: train age_loss mean: 10.013832 2021-05-07 19:13:38.262: INFO @log_variables: train gender_loss mean: 0.353945 2021-05-07 19:13:38.262: INFO @log_variables: train age_mae mean: 10.118830 2021-05-07 19:13:38.262: INFO @log_variables: train gender_accuracy mean: 0.844763 2021-05-07 19:13:38.262: INFO @log_variables: train gender_confidence/loss nanmean: 0.072343 2021-05-07 19:13:38.262: INFO @log_variables: train gender_confidence/accuracy mean: 0.745153 2021-05-07 19:13:38.262: INFO @log_variables: train age_confidence/loss mean: 0.053617 2021-05-07 19:13:38.262: INFO @log_variables: train age_confidence/accuracy mean: 0.696470 2021-05-07 19:13:38.262: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 19:13:38.264: INFO @metrics_hook: train age_mae: 10.119 +-0.158 (13824) 2021-05-07 19:13:38.266: INFO @metrics_hook: train gender_accuracy: 0.845 +-0.006 (13824) 2021-05-07 19:13:41.200: INFO @decay_lr : LR updated to `7.868341e-05` 2021-05-07 19:13:41.203: INFO @log_profile : T train: 30.804027 2021-05-07 19:13:41.204: INFO @log_profile : T read data: 0.378833 2021-05-07 19:13:41.204: INFO @log_profile : T hooks: 3.523193 2021-05-07 19:13:41.204: INFO @main_loop : Epoch 267 done 2021-05-07 19:13:41.205: INFO @main_loop : Training epoch 268 2021-05-07 19:14:13.987: INFO @log_variables: train loss nanmean: 1.799310 2021-05-07 19:14:13.987: INFO @log_variables: train age_loss mean: 10.173445 2021-05-07 19:14:13.987: INFO @log_variables: train gender_loss mean: 0.357385 2021-05-07 19:14:13.987: INFO @log_variables: train age_mae mean: 10.282928 2021-05-07 19:14:13.987: INFO @log_variables: train gender_accuracy mean: 0.843051 2021-05-07 19:14:13.987: INFO @log_variables: train gender_confidence/loss nanmean: 0.072978 2021-05-07 19:14:13.987: INFO @log_variables: train gender_confidence/accuracy mean: 0.739045 2021-05-07 19:14:13.987: INFO @log_variables: train age_confidence/loss mean: 0.053554 2021-05-07 19:14:13.987: INFO @log_variables: train age_confidence/accuracy mean: 0.693706 2021-05-07 19:14:13.987: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 19:14:13.989: INFO @metrics_hook: train age_mae: 10.283 +-0.161 (13807) 2021-05-07 19:14:13.990: INFO @metrics_hook: train gender_accuracy: 0.843 +-0.006 (13807) 2021-05-07 19:14:16.804: INFO @decay_lr : LR updated to `7.8289995e-05` 2021-05-07 19:14:16.809: INFO @log_profile : T train: 31.576043 2021-05-07 19:14:16.810: INFO @log_profile : T read data: 0.520495 2021-05-07 19:14:16.810: INFO @log_profile : T hooks: 3.440087 2021-05-07 19:14:16.810: INFO @main_loop : Epoch 268 done 2021-05-07 19:14:16.810: INFO @main_loop : Training epoch 269 2021-05-07 19:14:49.317: INFO @log_variables: train loss nanmean: 1.826864 2021-05-07 19:14:49.317: INFO @log_variables: train age_loss mean: 10.210389 2021-05-07 19:14:49.317: INFO @log_variables: train gender_loss mean: 0.353047 2021-05-07 19:14:49.317: INFO @log_variables: train age_mae mean: 10.329802 2021-05-07 19:14:49.317: INFO @log_variables: train gender_accuracy mean: 0.838252 2021-05-07 19:14:49.317: INFO @log_variables: train gender_confidence/loss nanmean: 0.070611 2021-05-07 19:14:49.318: INFO @log_variables: train gender_confidence/accuracy mean: 0.750362 2021-05-07 19:14:49.318: INFO @log_variables: train age_confidence/loss mean: 0.053059 2021-05-07 19:14:49.318: INFO @log_variables: train age_confidence/accuracy mean: 0.697338 2021-05-07 19:14:49.318: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 19:14:49.319: INFO @metrics_hook: train age_mae: 10.330 +-0.162 (13824) 2021-05-07 19:14:49.320: INFO @metrics_hook: train gender_accuracy: 0.838 +-0.006 (13824) 2021-05-07 19:14:52.137: INFO @decay_lr : LR updated to `7.789855e-05` 2021-05-07 19:14:52.139: INFO @log_profile : T train: 31.439877 2021-05-07 19:14:52.139: INFO @log_profile : T read data: 0.388813 2021-05-07 19:14:52.139: INFO @log_profile : T hooks: 3.433683 2021-05-07 19:14:52.139: INFO @main_loop : Epoch 269 done 2021-05-07 19:14:52.139: INFO @main_loop : Training epoch 270 2021-05-07 19:15:23.533: INFO @log_variables: train loss nanmean: 1.838583 2021-05-07 19:15:23.533: INFO @log_variables: train age_loss mean: 10.150326 2021-05-07 19:15:23.533: INFO @log_variables: train gender_loss mean: 0.355536 2021-05-07 19:15:23.533: INFO @log_variables: train age_mae mean: 10.230256 2021-05-07 19:15:23.534: INFO @log_variables: train gender_accuracy mean: 0.843171 2021-05-07 19:15:23.534: INFO @log_variables: train gender_confidence/loss nanmean: 0.073309 2021-05-07 19:15:23.534: INFO @log_variables: train gender_confidence/accuracy mean: 0.739439 2021-05-07 19:15:23.534: INFO @log_variables: train age_confidence/loss mean: 0.052654 2021-05-07 19:15:23.534: INFO @log_variables: train age_confidence/accuracy mean: 0.703921 2021-05-07 19:15:23.534: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 19:15:23.540: INFO @metrics_hook: train age_mae: 10.230 +-0.159 (13824) 2021-05-07 19:15:23.543: INFO @metrics_hook: train gender_accuracy: 0.843 +-0.006 (13824) 2021-05-07 19:15:26.334: INFO @decay_lr : LR updated to `7.750906e-05` 2021-05-07 19:15:26.336: INFO @log_profile : T train: 30.385942 2021-05-07 19:15:26.336: INFO @log_profile : T read data: 0.367831 2021-05-07 19:15:26.336: INFO @log_profile : T hooks: 3.380419 2021-05-07 19:15:26.336: INFO @main_loop : Epoch 270 done 2021-05-07 19:15:26.336: INFO @main_loop : Training epoch 271 2021-05-07 19:15:59.167: INFO @log_variables: train loss nanmean: 1.830111 2021-05-07 19:15:59.168: INFO @log_variables: train age_loss mean: 10.215937 2021-05-07 19:15:59.168: INFO @log_variables: train gender_loss mean: 0.354653 2021-05-07 19:15:59.168: INFO @log_variables: train age_mae mean: 10.295579 2021-05-07 19:15:59.168: INFO @log_variables: train gender_accuracy mean: 0.841530 2021-05-07 19:15:59.169: INFO @log_variables: train gender_confidence/loss nanmean: 0.072126 2021-05-07 19:15:59.169: INFO @log_variables: train gender_confidence/accuracy mean: 0.743536 2021-05-07 19:15:59.169: INFO @log_variables: train age_confidence/loss mean: 0.053100 2021-05-07 19:15:59.169: INFO @log_variables: train age_confidence/accuracy mean: 0.698921 2021-05-07 19:15:59.169: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 19:15:59.171: INFO @metrics_hook: train age_mae: 10.296 +-0.162 (13807) 2021-05-07 19:15:59.173: INFO @metrics_hook: train gender_accuracy: 0.842 +-0.006 (13807) 2021-05-07 19:16:01.961: INFO @decay_lr : LR updated to `7.712151e-05` 2021-05-07 19:16:01.964: INFO @log_profile : T train: 31.649175 2021-05-07 19:16:01.964: INFO @log_profile : T read data: 0.510976 2021-05-07 19:16:01.964: INFO @log_profile : T hooks: 3.402562 2021-05-07 19:16:01.964: INFO @main_loop : Epoch 271 done 2021-05-07 19:16:01.964: INFO @main_loop : Training epoch 272 2021-05-07 19:16:34.701: INFO @log_variables: train loss nanmean: 1.816631 2021-05-07 19:16:34.701: INFO @log_variables: train age_loss mean: 10.138429 2021-05-07 19:16:34.701: INFO @log_variables: train gender_loss mean: 0.353510 2021-05-07 19:16:34.701: INFO @log_variables: train age_mae mean: 10.235185 2021-05-07 19:16:34.701: INFO @log_variables: train gender_accuracy mean: 0.841942 2021-05-07 19:16:34.701: INFO @log_variables: train gender_confidence/loss nanmean: 0.071812 2021-05-07 19:16:34.701: INFO @log_variables: train gender_confidence/accuracy mean: 0.749928 2021-05-07 19:16:34.701: INFO @log_variables: train age_confidence/loss mean: 0.053399 2021-05-07 19:16:34.701: INFO @log_variables: train age_confidence/accuracy mean: 0.694227 2021-05-07 19:16:34.701: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 19:16:34.703: INFO @metrics_hook: train age_mae: 10.235 +-0.159 (13824) 2021-05-07 19:16:34.704: INFO @metrics_hook: train gender_accuracy: 0.842 +-0.006 (13824) 2021-05-07 19:16:37.602: INFO @decay_lr : LR updated to `7.67359e-05` 2021-05-07 19:16:37.604: INFO @log_profile : T train: 31.701085 2021-05-07 19:16:37.604: INFO @log_profile : T read data: 0.376478 2021-05-07 19:16:37.604: INFO @log_profile : T hooks: 3.497740 2021-05-07 19:16:37.604: INFO @main_loop : Epoch 272 done 2021-05-07 19:16:37.604: INFO @main_loop : Training epoch 273 2021-05-07 19:17:09.321: INFO @log_variables: train loss nanmean: 1.831980 2021-05-07 19:17:09.324: INFO @log_variables: train age_loss mean: 10.189903 2021-05-07 19:17:09.324: INFO @log_variables: train gender_loss mean: 0.359511 2021-05-07 19:17:09.324: INFO @log_variables: train age_mae mean: 10.278883 2021-05-07 19:17:09.324: INFO @log_variables: train gender_accuracy mean: 0.837734 2021-05-07 19:17:09.324: INFO @log_variables: train gender_confidence/loss nanmean: 0.072326 2021-05-07 19:17:09.324: INFO @log_variables: train gender_confidence/accuracy mean: 0.746582 2021-05-07 19:17:09.325: INFO @log_variables: train age_confidence/loss mean: 0.052900 2021-05-07 19:17:09.325: INFO @log_variables: train age_confidence/accuracy mean: 0.703538 2021-05-07 19:17:09.325: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 19:17:09.327: INFO @metrics_hook: train age_mae: 10.279 +-0.160 (13823) 2021-05-07 19:17:09.329: INFO @metrics_hook: train gender_accuracy: 0.838 +-0.006 (13823) 2021-05-07 19:17:12.105: INFO @decay_lr : LR updated to `7.635222e-05` 2021-05-07 19:17:12.107: INFO @log_profile : T train: 30.686091 2021-05-07 19:17:12.107: INFO @log_profile : T read data: 0.387558 2021-05-07 19:17:12.107: INFO @log_profile : T hooks: 3.364265 2021-05-07 19:17:12.108: INFO @main_loop : Epoch 273 done 2021-05-07 19:17:12.108: INFO @main_loop : Training epoch 274 2021-05-07 19:17:44.862: INFO @log_variables: train loss nanmean: 1.810249 2021-05-07 19:17:44.863: INFO @log_variables: train age_loss mean: 10.218113 2021-05-07 19:17:44.863: INFO @log_variables: train gender_loss mean: 0.357559 2021-05-07 19:17:44.863: INFO @log_variables: train age_mae mean: 10.320447 2021-05-07 19:17:44.863: INFO @log_variables: train gender_accuracy mean: 0.840422 2021-05-07 19:17:44.864: INFO @log_variables: train gender_confidence/loss nanmean: 0.072596 2021-05-07 19:17:44.864: INFO @log_variables: train gender_confidence/accuracy mean: 0.742405 2021-05-07 19:17:44.864: INFO @log_variables: train age_confidence/loss mean: 0.053304 2021-05-07 19:17:44.864: INFO @log_variables: train age_confidence/accuracy mean: 0.697266 2021-05-07 19:17:44.864: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 19:17:44.866: INFO @metrics_hook: train age_mae: 10.320 +-0.164 (13824) 2021-05-07 19:17:44.869: INFO @metrics_hook: train gender_accuracy: 0.840 +-0.006 (13824) 2021-05-07 19:17:52.164: INFO @decay_lr : LR updated to `7.5970456e-05` 2021-05-07 19:17:52.166: INFO @log_profile : T train: 31.725220 2021-05-07 19:17:52.166: INFO @log_profile : T read data: 0.377189 2021-05-07 19:17:52.166: INFO @log_profile : T hooks: 7.887334 2021-05-07 19:17:52.166: INFO @main_loop : Epoch 274 done 2021-05-07 19:17:52.166: INFO @main_loop : Training epoch 275 2021-05-07 19:18:25.337: INFO @log_variables: train loss nanmean: 1.795427 2021-05-07 19:18:25.338: INFO @log_variables: train age_loss mean: 10.028697 2021-05-07 19:18:25.338: INFO @log_variables: train gender_loss mean: 0.356834 2021-05-07 19:18:25.338: INFO @log_variables: train age_mae mean: 10.148400 2021-05-07 19:18:25.338: INFO @log_variables: train gender_accuracy mean: 0.839212 2021-05-07 19:18:25.338: INFO @log_variables: train gender_confidence/loss nanmean: 0.072066 2021-05-07 19:18:25.338: INFO @log_variables: train gender_confidence/accuracy mean: 0.744912 2021-05-07 19:18:25.338: INFO @log_variables: train age_confidence/loss mean: 0.053564 2021-05-07 19:18:25.338: INFO @log_variables: train age_confidence/accuracy mean: 0.702325 2021-05-07 19:18:25.338: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 19:18:25.341: INFO @metrics_hook: train age_mae: 10.148 +-0.160 (13807) 2021-05-07 19:18:25.343: INFO @metrics_hook: train gender_accuracy: 0.839 +-0.006 (13807) 2021-05-07 19:18:28.074: INFO @decay_lr : LR updated to `7.559061e-05` 2021-05-07 19:18:28.075: INFO @log_profile : T train: 31.971230 2021-05-07 19:18:28.075: INFO @log_profile : T read data: 0.541429 2021-05-07 19:18:28.075: INFO @log_profile : T hooks: 3.330953 2021-05-07 19:18:28.075: INFO @main_loop : Epoch 275 done 2021-05-07 19:18:28.075: INFO @main_loop : Training epoch 276 2021-05-07 19:19:00.577: INFO @log_variables: train loss nanmean: 1.805311 2021-05-07 19:19:00.578: INFO @log_variables: train age_loss mean: 10.170135 2021-05-07 19:19:00.578: INFO @log_variables: train gender_loss mean: 0.355056 2021-05-07 19:19:00.578: INFO @log_variables: train age_mae mean: 10.282925 2021-05-07 19:19:00.578: INFO @log_variables: train gender_accuracy mean: 0.843388 2021-05-07 19:19:00.578: INFO @log_variables: train gender_confidence/loss nanmean: 0.072704 2021-05-07 19:19:00.578: INFO @log_variables: train gender_confidence/accuracy mean: 0.746383 2021-05-07 19:19:00.578: INFO @log_variables: train age_confidence/loss mean: 0.052899 2021-05-07 19:19:00.578: INFO @log_variables: train age_confidence/accuracy mean: 0.704282 2021-05-07 19:19:00.578: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 19:19:00.584: INFO @metrics_hook: train age_mae: 10.283 +-0.161 (13824) 2021-05-07 19:19:00.587: INFO @metrics_hook: train gender_accuracy: 0.843 +-0.006 (13824) 2021-05-07 19:19:03.337: INFO @decay_lr : LR updated to `7.521266e-05` 2021-05-07 19:19:03.339: INFO @log_profile : T train: 31.492126 2021-05-07 19:19:03.339: INFO @log_profile : T read data: 0.368297 2021-05-07 19:19:03.339: INFO @log_profile : T hooks: 3.340270 2021-05-07 19:19:03.339: INFO @main_loop : Epoch 276 done 2021-05-07 19:19:03.339: INFO @main_loop : Training epoch 277 2021-05-07 19:19:35.751: INFO @log_variables: train loss nanmean: 1.767134 2021-05-07 19:19:35.753: INFO @log_variables: train age_loss mean: 10.028654 2021-05-07 19:19:35.753: INFO @log_variables: train gender_loss mean: 0.349661 2021-05-07 19:19:35.753: INFO @log_variables: train age_mae mean: 10.139830 2021-05-07 19:19:35.753: INFO @log_variables: train gender_accuracy mean: 0.845993 2021-05-07 19:19:35.753: INFO @log_variables: train gender_confidence/loss nanmean: 0.072549 2021-05-07 19:19:35.753: INFO @log_variables: train gender_confidence/accuracy mean: 0.751374 2021-05-07 19:19:35.753: INFO @log_variables: train age_confidence/loss mean: 0.052816 2021-05-07 19:19:35.753: INFO @log_variables: train age_confidence/accuracy mean: 0.702691 2021-05-07 19:19:35.753: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 19:19:35.755: INFO @metrics_hook: train age_mae: 10.140 +-0.159 (13824) 2021-05-07 19:19:35.756: INFO @metrics_hook: train gender_accuracy: 0.846 +-0.006 (13824) 2021-05-07 19:19:38.524: INFO @decay_lr : LR updated to `7.483659e-05` 2021-05-07 19:19:38.525: INFO @log_profile : T train: 31.382980 2021-05-07 19:19:38.526: INFO @log_profile : T read data: 0.380622 2021-05-07 19:19:38.526: INFO @log_profile : T hooks: 3.360894 2021-05-07 19:19:38.526: INFO @main_loop : Epoch 277 done 2021-05-07 19:19:38.526: INFO @main_loop : Training epoch 278 2021-05-07 19:20:10.148: INFO @log_variables: train loss nanmean: 1.788935 2021-05-07 19:20:10.148: INFO @log_variables: train age_loss mean: 10.098417 2021-05-07 19:20:10.148: INFO @log_variables: train gender_loss mean: 0.352226 2021-05-07 19:20:10.148: INFO @log_variables: train age_mae mean: 10.213559 2021-05-07 19:20:10.148: INFO @log_variables: train gender_accuracy mean: 0.841095 2021-05-07 19:20:10.149: INFO @log_variables: train gender_confidence/loss nanmean: 0.071607 2021-05-07 19:20:10.149: INFO @log_variables: train gender_confidence/accuracy mean: 0.747302 2021-05-07 19:20:10.149: INFO @log_variables: train age_confidence/loss mean: 0.053403 2021-05-07 19:20:10.149: INFO @log_variables: train age_confidence/accuracy mean: 0.696241 2021-05-07 19:20:10.149: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 19:20:10.150: INFO @metrics_hook: train age_mae: 10.214 +-0.162 (13807) 2021-05-07 19:20:10.152: INFO @metrics_hook: train gender_accuracy: 0.841 +-0.006 (13807) 2021-05-07 19:20:12.961: INFO @decay_lr : LR updated to `7.446241e-05` 2021-05-07 19:20:12.963: INFO @log_profile : T train: 30.456909 2021-05-07 19:20:12.963: INFO @log_profile : T read data: 0.523934 2021-05-07 19:20:12.963: INFO @log_profile : T hooks: 3.393338 2021-05-07 19:20:12.963: INFO @main_loop : Epoch 278 done 2021-05-07 19:20:12.963: INFO @main_loop : Training epoch 279 2021-05-07 19:20:45.748: INFO @log_variables: train loss nanmean: 1.779550 2021-05-07 19:20:45.748: INFO @log_variables: train age_loss mean: 10.080561 2021-05-07 19:20:45.748: INFO @log_variables: train gender_loss mean: 0.349236 2021-05-07 19:20:45.748: INFO @log_variables: train age_mae mean: 10.219667 2021-05-07 19:20:45.748: INFO @log_variables: train gender_accuracy mean: 0.842954 2021-05-07 19:20:45.748: INFO @log_variables: train gender_confidence/loss nanmean: 0.071806 2021-05-07 19:20:45.749: INFO @log_variables: train gender_confidence/accuracy mean: 0.741970 2021-05-07 19:20:45.749: INFO @log_variables: train age_confidence/loss mean: 0.053930 2021-05-07 19:20:45.749: INFO @log_variables: train age_confidence/accuracy mean: 0.692636 2021-05-07 19:20:45.749: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 19:20:45.752: INFO @metrics_hook: train age_mae: 10.220 +-0.162 (13824) 2021-05-07 19:20:45.756: INFO @metrics_hook: train gender_accuracy: 0.843 +-0.006 (13824) 2021-05-07 19:20:48.579: INFO @decay_lr : LR updated to `7.40901e-05` 2021-05-07 19:20:48.580: INFO @log_profile : T train: 31.763398 2021-05-07 19:20:48.580: INFO @log_profile : T read data: 0.378505 2021-05-07 19:20:48.580: INFO @log_profile : T hooks: 3.411370 2021-05-07 19:20:48.580: INFO @main_loop : Epoch 279 done 2021-05-07 19:20:48.580: INFO @main_loop : Training epoch 280 2021-05-07 19:21:21.130: INFO @log_variables: train loss nanmean: 1.785312 2021-05-07 19:21:21.132: INFO @log_variables: train age_loss mean: 9.924493 2021-05-07 19:21:21.132: INFO @log_variables: train gender_loss mean: 0.365989 2021-05-07 19:21:21.132: INFO @log_variables: train age_mae mean: 10.069465 2021-05-07 19:21:21.132: INFO @log_variables: train gender_accuracy mean: 0.832682 2021-05-07 19:21:21.132: INFO @log_variables: train gender_confidence/loss nanmean: 0.072490 2021-05-07 19:21:21.133: INFO @log_variables: train gender_confidence/accuracy mean: 0.741030 2021-05-07 19:21:21.133: INFO @log_variables: train age_confidence/loss mean: 0.053634 2021-05-07 19:21:21.133: INFO @log_variables: train age_confidence/accuracy mean: 0.693359 2021-05-07 19:21:21.133: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 19:21:21.135: INFO @metrics_hook: train age_mae: 10.069 +-0.157 (13824) 2021-05-07 19:21:21.138: INFO @metrics_hook: train gender_accuracy: 0.833 +-0.006 (13824) 2021-05-07 19:21:23.985: INFO @decay_lr : LR updated to `7.371965e-05` 2021-05-07 19:21:23.986: INFO @log_profile : T train: 31.527300 2021-05-07 19:21:23.987: INFO @log_profile : T read data: 0.378507 2021-05-07 19:21:23.987: INFO @log_profile : T hooks: 3.435127 2021-05-07 19:21:23.987: INFO @main_loop : Epoch 280 done 2021-05-07 19:21:23.987: INFO @main_loop : Training epoch 281 2021-05-07 19:21:56.778: INFO @log_variables: train loss nanmean: 1.804644 2021-05-07 19:21:56.781: INFO @log_variables: train age_loss mean: 10.136114 2021-05-07 19:21:56.782: INFO @log_variables: train gender_loss mean: 0.348952 2021-05-07 19:21:56.784: INFO @log_variables: train age_mae mean: 10.256450 2021-05-07 19:21:56.786: INFO @log_variables: train gender_accuracy mean: 0.842159 2021-05-07 19:21:56.788: INFO @log_variables: train gender_confidence/loss nanmean: 0.071154 2021-05-07 19:21:56.788: INFO @log_variables: train gender_confidence/accuracy mean: 0.755932 2021-05-07 19:21:56.788: INFO @log_variables: train age_confidence/loss mean: 0.053168 2021-05-07 19:21:56.788: INFO @log_variables: train age_confidence/accuracy mean: 0.698712 2021-05-07 19:21:56.788: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 19:21:56.791: INFO @metrics_hook: train age_mae: 10.256 +-0.160 (13824) 2021-05-07 19:21:56.792: INFO @metrics_hook: train gender_accuracy: 0.842 +-0.006 (13824) 2021-05-07 19:21:59.620: INFO @decay_lr : LR updated to `7.335105e-05` 2021-05-07 19:21:59.622: INFO @log_profile : T train: 31.783735 2021-05-07 19:21:59.622: INFO @log_profile : T read data: 0.374362 2021-05-07 19:21:59.622: INFO @log_profile : T hooks: 3.413569 2021-05-07 19:21:59.622: INFO @main_loop : Epoch 281 done 2021-05-07 19:21:59.622: INFO @main_loop : Training epoch 282 2021-05-07 19:22:33.018: INFO @log_variables: train loss nanmean: 1.800137 2021-05-07 19:22:33.018: INFO @log_variables: train age_loss mean: 10.031758 2021-05-07 19:22:33.019: INFO @log_variables: train gender_loss mean: 0.353003 2021-05-07 19:22:33.019: INFO @log_variables: train age_mae mean: 10.179886 2021-05-07 19:22:33.019: INFO @log_variables: train gender_accuracy mean: 0.845875 2021-05-07 19:22:33.019: INFO @log_variables: train gender_confidence/loss nanmean: 0.072835 2021-05-07 19:22:33.019: INFO @log_variables: train gender_confidence/accuracy mean: 0.744912 2021-05-07 19:22:33.019: INFO @log_variables: train age_confidence/loss mean: 0.053148 2021-05-07 19:22:33.019: INFO @log_variables: train age_confidence/accuracy mean: 0.701963 2021-05-07 19:22:33.019: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 19:22:33.021: INFO @metrics_hook: train age_mae: 10.180 +-0.158 (13807) 2021-05-07 19:22:33.022: INFO @metrics_hook: train gender_accuracy: 0.846 +-0.006 (13807) 2021-05-07 19:22:35.378: INFO @decay_lr : LR updated to `7.29843e-05` 2021-05-07 19:22:35.379: INFO @log_profile : T train: 32.244377 2021-05-07 19:22:35.380: INFO @log_profile : T read data: 0.519100 2021-05-07 19:22:35.380: INFO @log_profile : T hooks: 2.931029 2021-05-07 19:22:35.380: INFO @main_loop : Epoch 282 done 2021-05-07 19:22:35.380: INFO @main_loop : Training epoch 283 2021-05-07 19:23:08.405: INFO @log_variables: train loss nanmean: 1.792007 2021-05-07 19:23:08.405: INFO @log_variables: train age_loss mean: 10.153533 2021-05-07 19:23:08.405: INFO @log_variables: train gender_loss mean: 0.341240 2021-05-07 19:23:08.405: INFO @log_variables: train age_mae mean: 10.255136 2021-05-07 19:23:08.405: INFO @log_variables: train gender_accuracy mean: 0.847584 2021-05-07 19:23:08.405: INFO @log_variables: train gender_confidence/loss nanmean: 0.070910 2021-05-07 19:23:08.405: INFO @log_variables: train gender_confidence/accuracy mean: 0.754702 2021-05-07 19:23:08.405: INFO @log_variables: train age_confidence/loss mean: 0.053452 2021-05-07 19:23:08.405: INFO @log_variables: train age_confidence/accuracy mean: 0.693793 2021-05-07 19:23:08.405: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 19:23:08.407: INFO @metrics_hook: train age_mae: 10.255 +-0.160 (13824) 2021-05-07 19:23:08.410: INFO @metrics_hook: train gender_accuracy: 0.848 +-0.006 (13824) 2021-05-07 19:23:11.156: INFO @decay_lr : LR updated to `7.261938e-05` 2021-05-07 19:23:11.158: INFO @log_profile : T train: 32.011740 2021-05-07 19:23:11.159: INFO @log_profile : T read data: 0.378782 2021-05-07 19:23:11.159: INFO @log_profile : T hooks: 3.323876 2021-05-07 19:23:11.159: INFO @main_loop : Epoch 283 done 2021-05-07 19:23:11.159: INFO @main_loop : Training epoch 284 2021-05-07 19:23:43.937: INFO @log_variables: train loss nanmean: 1.776093 2021-05-07 19:23:43.937: INFO @log_variables: train age_loss mean: 10.001643 2021-05-07 19:23:43.937: INFO @log_variables: train gender_loss mean: 0.348953 2021-05-07 19:23:43.937: INFO @log_variables: train age_mae mean: 10.118447 2021-05-07 19:23:43.938: INFO @log_variables: train gender_accuracy mean: 0.846499 2021-05-07 19:23:43.939: INFO @log_variables: train gender_confidence/loss nanmean: 0.071731 2021-05-07 19:23:43.939: INFO @log_variables: train gender_confidence/accuracy mean: 0.750506 2021-05-07 19:23:43.939: INFO @log_variables: train age_confidence/loss mean: 0.053341 2021-05-07 19:23:43.940: INFO @log_variables: train age_confidence/accuracy mean: 0.696687 2021-05-07 19:23:43.940: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 19:23:43.941: INFO @metrics_hook: train age_mae: 10.118 +-0.159 (13824) 2021-05-07 19:23:43.943: INFO @metrics_hook: train gender_accuracy: 0.846 +-0.006 (13824) 2021-05-07 19:23:46.706: INFO @decay_lr : LR updated to `7.225628e-05` 2021-05-07 19:23:46.708: INFO @log_profile : T train: 31.712805 2021-05-07 19:23:46.709: INFO @log_profile : T read data: 0.399410 2021-05-07 19:23:46.709: INFO @log_profile : T hooks: 3.372449 2021-05-07 19:23:46.709: INFO @main_loop : Epoch 284 done 2021-05-07 19:23:46.709: INFO @main_loop : Training epoch 285 2021-05-07 19:24:19.331: INFO @log_variables: train loss nanmean: 1.816657 2021-05-07 19:24:19.331: INFO @log_variables: train age_loss mean: 10.110808 2021-05-07 19:24:19.331: INFO @log_variables: train gender_loss mean: 0.353417 2021-05-07 19:24:19.331: INFO @log_variables: train age_mae mean: 10.227582 2021-05-07 19:24:19.331: INFO @log_variables: train gender_accuracy mean: 0.840298 2021-05-07 19:24:19.332: INFO @log_variables: train gender_confidence/loss nanmean: 0.071892 2021-05-07 19:24:19.332: INFO @log_variables: train gender_confidence/accuracy mean: 0.753386 2021-05-07 19:24:19.332: INFO @log_variables: train age_confidence/loss mean: 0.053178 2021-05-07 19:24:19.332: INFO @log_variables: train age_confidence/accuracy mean: 0.700007 2021-05-07 19:24:19.332: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 19:24:19.335: INFO @metrics_hook: train age_mae: 10.228 +-0.161 (13807) 2021-05-07 19:24:19.338: INFO @metrics_hook: train gender_accuracy: 0.840 +-0.006 (13807) 2021-05-07 19:24:22.155: INFO @decay_lr : LR updated to `7.1895e-05` 2021-05-07 19:24:22.160: INFO @log_profile : T train: 31.476304 2021-05-07 19:24:22.160: INFO @log_profile : T read data: 0.510846 2021-05-07 19:24:22.160: INFO @log_profile : T hooks: 3.400897 2021-05-07 19:24:22.160: INFO @main_loop : Epoch 285 done 2021-05-07 19:24:22.160: INFO @main_loop : Training epoch 286 2021-05-07 19:24:56.037: INFO @log_variables: train loss nanmean: 1.795182 2021-05-07 19:24:56.037: INFO @log_variables: train age_loss mean: 9.968443 2021-05-07 19:24:56.038: INFO @log_variables: train gender_loss mean: 0.354493 2021-05-07 19:24:56.038: INFO @log_variables: train age_mae mean: 10.091722 2021-05-07 19:24:56.038: INFO @log_variables: train gender_accuracy mean: 0.843895 2021-05-07 19:24:56.038: INFO @log_variables: train gender_confidence/loss nanmean: 0.073050 2021-05-07 19:24:56.038: INFO @log_variables: train gender_confidence/accuracy mean: 0.740596 2021-05-07 19:24:56.038: INFO @log_variables: train age_confidence/loss mean: 0.053169 2021-05-07 19:24:56.038: INFO @log_variables: train age_confidence/accuracy mean: 0.700014 2021-05-07 19:24:56.038: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 19:24:56.040: INFO @metrics_hook: train age_mae: 10.092 +-0.158 (13824) 2021-05-07 19:24:56.044: INFO @metrics_hook: train gender_accuracy: 0.844 +-0.006 (13824) 2021-05-07 19:24:58.923: INFO @decay_lr : LR updated to `7.153553e-05` 2021-05-07 19:24:58.924: INFO @log_profile : T train: 32.849634 2021-05-07 19:24:58.924: INFO @log_profile : T read data: 0.376911 2021-05-07 19:24:58.924: INFO @log_profile : T hooks: 3.457555 2021-05-07 19:24:58.925: INFO @main_loop : Epoch 286 done 2021-05-07 19:24:58.925: INFO @main_loop : Training epoch 287 2021-05-07 19:25:34.565: INFO @log_variables: train loss nanmean: 1.796056 2021-05-07 19:25:34.565: INFO @log_variables: train age_loss mean: 10.009400 2021-05-07 19:25:34.565: INFO @log_variables: train gender_loss mean: 0.354944 2021-05-07 19:25:34.565: INFO @log_variables: train age_mae mean: 10.135932 2021-05-07 19:25:34.565: INFO @log_variables: train gender_accuracy mean: 0.839326 2021-05-07 19:25:34.565: INFO @log_variables: train gender_confidence/loss nanmean: 0.071916 2021-05-07 19:25:34.566: INFO @log_variables: train gender_confidence/accuracy mean: 0.747233 2021-05-07 19:25:34.566: INFO @log_variables: train age_confidence/loss mean: 0.053269 2021-05-07 19:25:34.566: INFO @log_variables: train age_confidence/accuracy mean: 0.698112 2021-05-07 19:25:34.566: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 19:25:34.567: INFO @metrics_hook: train age_mae: 10.136 +-0.157 (13823) 2021-05-07 19:25:34.569: INFO @metrics_hook: train gender_accuracy: 0.839 +-0.006 (13823) 2021-05-07 19:25:37.353: INFO @decay_lr : LR updated to `7.117785e-05` 2021-05-07 19:25:37.355: INFO @log_profile : T train: 34.612609 2021-05-07 19:25:37.355: INFO @log_profile : T read data: 0.373536 2021-05-07 19:25:37.355: INFO @log_profile : T hooks: 3.376709 2021-05-07 19:25:37.355: INFO @main_loop : Epoch 287 done 2021-05-07 19:25:37.355: INFO @main_loop : Training epoch 288 2021-05-07 19:26:09.310: INFO @log_variables: train loss nanmean: 1.749358 2021-05-07 19:26:09.311: INFO @log_variables: train age_loss mean: 9.917481 2021-05-07 19:26:09.311: INFO @log_variables: train gender_loss mean: 0.343651 2021-05-07 19:26:09.311: INFO @log_variables: train age_mae mean: 10.063530 2021-05-07 19:26:09.311: INFO @log_variables: train gender_accuracy mean: 0.844850 2021-05-07 19:26:09.311: INFO @log_variables: train gender_confidence/loss nanmean: 0.071192 2021-05-07 19:26:09.311: INFO @log_variables: train gender_confidence/accuracy mean: 0.747356 2021-05-07 19:26:09.311: INFO @log_variables: train age_confidence/loss mean: 0.053736 2021-05-07 19:26:09.311: INFO @log_variables: train age_confidence/accuracy mean: 0.698030 2021-05-07 19:26:09.311: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 19:26:09.314: INFO @metrics_hook: train age_mae: 10.064 +-0.157 (13806) 2021-05-07 19:26:09.317: INFO @metrics_hook: train gender_accuracy: 0.845 +-0.006 (13806) 2021-05-07 19:26:12.209: INFO @decay_lr : LR updated to `7.082196e-05` 2021-05-07 19:26:12.211: INFO @log_profile : T train: 30.757917 2021-05-07 19:26:12.211: INFO @log_profile : T read data: 0.535114 2021-05-07 19:26:12.212: INFO @log_profile : T hooks: 3.496901 2021-05-07 19:26:12.212: INFO @main_loop : Epoch 288 done 2021-05-07 19:26:12.212: INFO @main_loop : Training epoch 289 2021-05-07 19:26:45.164: INFO @log_variables: train loss nanmean: 1.772571 2021-05-07 19:26:45.164: INFO @log_variables: train age_loss mean: 9.935239 2021-05-07 19:26:45.164: INFO @log_variables: train gender_loss mean: 0.355834 2021-05-07 19:26:45.165: INFO @log_variables: train age_mae mean: 10.101917 2021-05-07 19:26:45.165: INFO @log_variables: train gender_accuracy mean: 0.837879 2021-05-07 19:26:45.165: INFO @log_variables: train gender_confidence/loss nanmean: 0.071774 2021-05-07 19:26:45.165: INFO @log_variables: train gender_confidence/accuracy mean: 0.743182 2021-05-07 19:26:45.165: INFO @log_variables: train age_confidence/loss mean: 0.053271 2021-05-07 19:26:45.165: INFO @log_variables: train age_confidence/accuracy mean: 0.698980 2021-05-07 19:26:45.165: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 19:26:45.169: INFO @metrics_hook: train age_mae: 10.102 +-0.159 (13823) 2021-05-07 19:26:45.174: INFO @metrics_hook: train gender_accuracy: 0.838 +-0.006 (13823) 2021-05-07 19:26:47.940: INFO @decay_lr : LR updated to `7.046785e-05` 2021-05-07 19:26:47.943: INFO @log_profile : T train: 31.926547 2021-05-07 19:26:47.944: INFO @log_profile : T read data: 0.368516 2021-05-07 19:26:47.944: INFO @log_profile : T hooks: 3.371123 2021-05-07 19:26:47.945: INFO @main_loop : Epoch 289 done 2021-05-07 19:26:47.945: INFO @main_loop : Training epoch 290 2021-05-07 19:27:20.575: INFO @log_variables: train loss nanmean: 1.821162 2021-05-07 19:27:20.576: INFO @log_variables: train age_loss mean: 10.060836 2021-05-07 19:27:20.576: INFO @log_variables: train gender_loss mean: 0.355177 2021-05-07 19:27:20.576: INFO @log_variables: train age_mae mean: 10.173216 2021-05-07 19:27:20.576: INFO @log_variables: train gender_accuracy mean: 0.839627 2021-05-07 19:27:20.577: INFO @log_variables: train gender_confidence/loss nanmean: 0.071155 2021-05-07 19:27:20.577: INFO @log_variables: train gender_confidence/accuracy mean: 0.751374 2021-05-07 19:27:20.577: INFO @log_variables: train age_confidence/loss mean: 0.053505 2021-05-07 19:27:20.577: INFO @log_variables: train age_confidence/accuracy mean: 0.697844 2021-05-07 19:27:20.577: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 19:27:20.579: INFO @metrics_hook: train age_mae: 10.173 +-0.158 (13824) 2021-05-07 19:27:20.582: INFO @metrics_hook: train gender_accuracy: 0.840 +-0.006 (13824) 2021-05-07 19:27:23.278: INFO @decay_lr : LR updated to `7.0115515e-05` 2021-05-07 19:27:23.279: INFO @log_profile : T train: 31.603838 2021-05-07 19:27:23.279: INFO @log_profile : T read data: 0.387153 2021-05-07 19:27:23.279: INFO @log_profile : T hooks: 3.277529 2021-05-07 19:27:23.279: INFO @main_loop : Epoch 290 done 2021-05-07 19:27:23.279: INFO @main_loop : Training epoch 291 2021-05-07 19:27:55.050: INFO @log_variables: train loss nanmean: 1.796930 2021-05-07 19:27:55.052: INFO @log_variables: train age_loss mean: 10.102326 2021-05-07 19:27:55.052: INFO @log_variables: train gender_loss mean: 0.359121 2021-05-07 19:27:55.052: INFO @log_variables: train age_mae mean: 10.226243 2021-05-07 19:27:55.052: INFO @log_variables: train gender_accuracy mean: 0.839120 2021-05-07 19:27:55.052: INFO @log_variables: train gender_confidence/loss nanmean: 0.072549 2021-05-07 19:27:55.052: INFO @log_variables: train gender_confidence/accuracy mean: 0.743707 2021-05-07 19:27:55.052: INFO @log_variables: train age_confidence/loss mean: 0.053743 2021-05-07 19:27:55.052: INFO @log_variables: train age_confidence/accuracy mean: 0.698785 2021-05-07 19:27:55.052: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 19:27:55.054: INFO @metrics_hook: train age_mae: 10.226 +-0.161 (13824) 2021-05-07 19:27:55.057: INFO @metrics_hook: train gender_accuracy: 0.839 +-0.006 (13824) 2021-05-07 19:27:57.710: INFO @decay_lr : LR updated to `6.976494e-05` 2021-05-07 19:27:57.712: INFO @log_profile : T train: 30.720111 2021-05-07 19:27:57.712: INFO @log_profile : T read data: 0.391479 2021-05-07 19:27:57.712: INFO @log_profile : T hooks: 3.252784 2021-05-07 19:27:57.712: INFO @main_loop : Epoch 291 done 2021-05-07 19:27:57.713: INFO @main_loop : Training epoch 292 2021-05-07 19:28:30.792: INFO @log_variables: train loss nanmean: 1.781770 2021-05-07 19:28:30.792: INFO @log_variables: train age_loss mean: 10.058578 2021-05-07 19:28:30.792: INFO @log_variables: train gender_loss mean: 0.344919 2021-05-07 19:28:30.793: INFO @log_variables: train age_mae mean: 10.205538 2021-05-07 19:28:30.793: INFO @log_variables: train gender_accuracy mean: 0.847903 2021-05-07 19:28:30.793: INFO @log_variables: train gender_confidence/loss nanmean: 0.071611 2021-05-07 19:28:30.793: INFO @log_variables: train gender_confidence/accuracy mean: 0.753386 2021-05-07 19:28:30.793: INFO @log_variables: train age_confidence/loss mean: 0.053903 2021-05-07 19:28:30.793: INFO @log_variables: train age_confidence/accuracy mean: 0.696169 2021-05-07 19:28:30.793: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 19:28:30.794: INFO @metrics_hook: train age_mae: 10.206 +-0.162 (13807) 2021-05-07 19:28:30.795: INFO @metrics_hook: train gender_accuracy: 0.848 +-0.006 (13807) 2021-05-07 19:28:33.615: INFO @decay_lr : LR updated to `6.941611e-05` 2021-05-07 19:28:33.616: INFO @log_profile : T train: 31.923782 2021-05-07 19:28:33.616: INFO @log_profile : T read data: 0.520723 2021-05-07 19:28:33.616: INFO @log_profile : T hooks: 3.393010 2021-05-07 19:28:33.616: INFO @main_loop : Epoch 292 done 2021-05-07 19:28:33.616: INFO @main_loop : Training epoch 293 2021-05-07 19:29:06.454: INFO @log_variables: train loss nanmean: 1.791167 2021-05-07 19:29:06.456: INFO @log_variables: train age_loss mean: 10.024919 2021-05-07 19:29:06.456: INFO @log_variables: train gender_loss mean: 0.347737 2021-05-07 19:29:06.456: INFO @log_variables: train age_mae mean: 10.157733 2021-05-07 19:29:06.456: INFO @log_variables: train gender_accuracy mean: 0.844751 2021-05-07 19:29:06.456: INFO @log_variables: train gender_confidence/loss nanmean: 0.071912 2021-05-07 19:29:06.456: INFO @log_variables: train gender_confidence/accuracy mean: 0.747305 2021-05-07 19:29:06.456: INFO @log_variables: train age_confidence/loss mean: 0.053813 2021-05-07 19:29:06.456: INFO @log_variables: train age_confidence/accuracy mean: 0.693410 2021-05-07 19:29:06.456: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 19:29:06.460: INFO @metrics_hook: train age_mae: 10.158 +-0.161 (13823) 2021-05-07 19:29:06.462: INFO @metrics_hook: train gender_accuracy: 0.845 +-0.006 (13823) 2021-05-07 19:29:09.259: INFO @decay_lr : LR updated to `6.9069036e-05` 2021-05-07 19:29:09.261: INFO @log_profile : T train: 31.827221 2021-05-07 19:29:09.261: INFO @log_profile : T read data: 0.370604 2021-05-07 19:29:09.261: INFO @log_profile : T hooks: 3.380670 2021-05-07 19:29:09.261: INFO @main_loop : Epoch 293 done 2021-05-07 19:29:09.261: INFO @main_loop : Training epoch 294 2021-05-07 19:29:42.230: INFO @log_variables: train loss nanmean: 1.775840 2021-05-07 19:29:42.230: INFO @log_variables: train age_loss mean: 10.028291 2021-05-07 19:29:42.230: INFO @log_variables: train gender_loss mean: 0.352847 2021-05-07 19:29:42.230: INFO @log_variables: train age_mae mean: 10.153190 2021-05-07 19:29:42.230: INFO @log_variables: train gender_accuracy mean: 0.840422 2021-05-07 19:29:42.231: INFO @log_variables: train gender_confidence/loss nanmean: 0.072124 2021-05-07 19:29:42.231: INFO @log_variables: train gender_confidence/accuracy mean: 0.744430 2021-05-07 19:29:42.231: INFO @log_variables: train age_confidence/loss mean: 0.052804 2021-05-07 19:29:42.231: INFO @log_variables: train age_confidence/accuracy mean: 0.700231 2021-05-07 19:29:42.231: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 19:29:42.232: INFO @metrics_hook: train age_mae: 10.153 +-0.159 (13824) 2021-05-07 19:29:42.234: INFO @metrics_hook: train gender_accuracy: 0.840 +-0.006 (13824) 2021-05-07 19:29:44.993: INFO @decay_lr : LR updated to `6.872369e-05` 2021-05-07 19:29:44.995: INFO @log_profile : T train: 31.972147 2021-05-07 19:29:44.995: INFO @log_profile : T read data: 0.385894 2021-05-07 19:29:44.995: INFO @log_profile : T hooks: 3.313166 2021-05-07 19:29:44.995: INFO @main_loop : Epoch 294 done 2021-05-07 19:29:44.995: INFO @main_loop : Training epoch 295 2021-05-07 19:30:17.894: INFO @log_variables: train loss nanmean: 1.764536 2021-05-07 19:30:17.895: INFO @log_variables: train age_loss mean: 9.815102 2021-05-07 19:30:17.896: INFO @log_variables: train gender_loss mean: 0.350550 2021-05-07 19:30:17.896: INFO @log_variables: train age_mae mean: 9.947787 2021-05-07 19:30:17.896: INFO @log_variables: train gender_accuracy mean: 0.846744 2021-05-07 19:30:17.896: INFO @log_variables: train gender_confidence/loss nanmean: 0.072401 2021-05-07 19:30:17.896: INFO @log_variables: train gender_confidence/accuracy mean: 0.753893 2021-05-07 19:30:17.896: INFO @log_variables: train age_confidence/loss mean: 0.053676 2021-05-07 19:30:17.896: INFO @log_variables: train age_confidence/accuracy mean: 0.696531 2021-05-07 19:30:17.896: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 19:30:17.899: INFO @metrics_hook: train age_mae: 9.948 +-0.157 (13807) 2021-05-07 19:30:17.902: INFO @metrics_hook: train gender_accuracy: 0.847 +-0.006 (13807) 2021-05-07 19:30:20.685: INFO @decay_lr : LR updated to `6.838007e-05` 2021-05-07 19:30:20.689: INFO @log_profile : T train: 31.690828 2021-05-07 19:30:20.689: INFO @log_profile : T read data: 0.553360 2021-05-07 19:30:20.689: INFO @log_profile : T hooks: 3.385348 2021-05-07 19:30:20.689: INFO @main_loop : Epoch 295 done 2021-05-07 19:30:20.689: INFO @main_loop : Training epoch 296 2021-05-07 19:30:53.409: INFO @log_variables: train loss nanmean: 1.762984 2021-05-07 19:30:53.409: INFO @log_variables: train age_loss mean: 9.908925 2021-05-07 19:30:53.409: INFO @log_variables: train gender_loss mean: 0.349110 2021-05-07 19:30:53.409: INFO @log_variables: train age_mae mean: 10.049404 2021-05-07 19:30:53.409: INFO @log_variables: train gender_accuracy mean: 0.845052 2021-05-07 19:30:53.409: INFO @log_variables: train gender_confidence/loss nanmean: 0.072445 2021-05-07 19:30:53.409: INFO @log_variables: train gender_confidence/accuracy mean: 0.742622 2021-05-07 19:30:53.410: INFO @log_variables: train age_confidence/loss mean: 0.053874 2021-05-07 19:30:53.410: INFO @log_variables: train age_confidence/accuracy mean: 0.688874 2021-05-07 19:30:53.410: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 19:30:53.411: INFO @metrics_hook: train age_mae: 10.049 +-0.159 (13824) 2021-05-07 19:30:53.413: INFO @metrics_hook: train gender_accuracy: 0.845 +-0.006 (13824) 2021-05-07 19:30:56.214: INFO @decay_lr : LR updated to `6.803817e-05` 2021-05-07 19:30:56.215: INFO @log_profile : T train: 31.694019 2021-05-07 19:30:56.215: INFO @log_profile : T read data: 0.374322 2021-05-07 19:30:56.215: INFO @log_profile : T hooks: 3.394889 2021-05-07 19:30:56.215: INFO @main_loop : Epoch 296 done 2021-05-07 19:30:56.215: INFO @main_loop : Training epoch 297 2021-05-07 19:31:28.560: INFO @log_variables: train loss nanmean: 1.750104 2021-05-07 19:31:28.560: INFO @log_variables: train age_loss mean: 9.815302 2021-05-07 19:31:28.560: INFO @log_variables: train gender_loss mean: 0.346114 2021-05-07 19:31:28.560: INFO @log_variables: train age_mae mean: 9.954490 2021-05-07 19:31:28.560: INFO @log_variables: train gender_accuracy mean: 0.847005 2021-05-07 19:31:28.560: INFO @log_variables: train gender_confidence/loss nanmean: 0.071787 2021-05-07 19:31:28.561: INFO @log_variables: train gender_confidence/accuracy mean: 0.751230 2021-05-07 19:31:28.561: INFO @log_variables: train age_confidence/loss mean: 0.053874 2021-05-07 19:31:28.561: INFO @log_variables: train age_confidence/accuracy mean: 0.692130 2021-05-07 19:31:28.561: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 19:31:28.563: INFO @metrics_hook: train age_mae: 9.954 +-0.156 (13824) 2021-05-07 19:31:28.565: INFO @metrics_hook: train gender_accuracy: 0.847 +-0.006 (13824) 2021-05-07 19:31:31.263: INFO @decay_lr : LR updated to `6.769798e-05` 2021-05-07 19:31:31.266: INFO @log_profile : T train: 31.314601 2021-05-07 19:31:31.266: INFO @log_profile : T read data: 0.382707 2021-05-07 19:31:31.266: INFO @log_profile : T hooks: 3.290788 2021-05-07 19:31:31.266: INFO @main_loop : Epoch 297 done 2021-05-07 19:31:31.267: INFO @main_loop : Training epoch 298 2021-05-07 19:32:03.943: INFO @log_variables: train loss nanmean: 1.755523 2021-05-07 19:32:03.943: INFO @log_variables: train age_loss mean: 9.878091 2021-05-07 19:32:03.944: INFO @log_variables: train gender_loss mean: 0.349640 2021-05-07 19:32:03.944: INFO @log_variables: train age_mae mean: 10.010909 2021-05-07 19:32:03.944: INFO @log_variables: train gender_accuracy mean: 0.845993 2021-05-07 19:32:03.944: INFO @log_variables: train gender_confidence/loss nanmean: 0.072948 2021-05-07 19:32:03.944: INFO @log_variables: train gender_confidence/accuracy mean: 0.747179 2021-05-07 19:32:03.944: INFO @log_variables: train age_confidence/loss mean: 0.053310 2021-05-07 19:32:03.944: INFO @log_variables: train age_confidence/accuracy mean: 0.699363 2021-05-07 19:32:03.944: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 19:32:03.945: INFO @metrics_hook: train age_mae: 10.011 +-0.159 (13824) 2021-05-07 19:32:03.947: INFO @metrics_hook: train gender_accuracy: 0.846 +-0.006 (13824) 2021-05-07 19:32:06.681: INFO @decay_lr : LR updated to `6.735949e-05` 2021-05-07 19:32:06.683: INFO @log_profile : T train: 31.648571 2021-05-07 19:32:06.683: INFO @log_profile : T read data: 0.386978 2021-05-07 19:32:06.683: INFO @log_profile : T hooks: 3.315520 2021-05-07 19:32:06.683: INFO @main_loop : Epoch 298 done 2021-05-07 19:32:06.683: INFO @main_loop : Training epoch 299 2021-05-07 19:32:38.390: INFO @log_variables: train loss nanmean: 1.778399 2021-05-07 19:32:38.390: INFO @log_variables: train age_loss mean: 9.915515 2021-05-07 19:32:38.390: INFO @log_variables: train gender_loss mean: 0.345907 2021-05-07 19:32:38.390: INFO @log_variables: train age_mae mean: 10.070040 2021-05-07 19:32:38.390: INFO @log_variables: train gender_accuracy mean: 0.845502 2021-05-07 19:32:38.390: INFO @log_variables: train gender_confidence/loss nanmean: 0.071752 2021-05-07 19:32:38.390: INFO @log_variables: train gender_confidence/accuracy mean: 0.752209 2021-05-07 19:32:38.390: INFO @log_variables: train age_confidence/loss mean: 0.053151 2021-05-07 19:32:38.390: INFO @log_variables: train age_confidence/accuracy mean: 0.700420 2021-05-07 19:32:38.390: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 19:32:38.392: INFO @metrics_hook: train age_mae: 10.070 +-0.157 (13806) 2021-05-07 19:32:38.393: INFO @metrics_hook: train gender_accuracy: 0.846 +-0.006 (13806) 2021-05-07 19:32:41.245: INFO @decay_lr : LR updated to `6.7022695e-05` 2021-05-07 19:32:41.248: INFO @log_profile : T train: 30.538165 2021-05-07 19:32:41.249: INFO @log_profile : T read data: 0.531524 2021-05-07 19:32:41.249: INFO @log_profile : T hooks: 3.429121 2021-05-07 19:32:41.250: INFO @main_loop : Epoch 299 done 2021-05-07 19:32:41.250: INFO @main_loop : Training epoch 300 2021-05-07 19:33:14.103: INFO @log_variables: train loss nanmean: 1.752187 2021-05-07 19:33:14.103: INFO @log_variables: train age_loss mean: 9.938071 2021-05-07 19:33:14.103: INFO @log_variables: train gender_loss mean: 0.350884 2021-05-07 19:33:14.103: INFO @log_variables: train age_mae mean: 10.069438 2021-05-07 19:33:14.103: INFO @log_variables: train gender_accuracy mean: 0.844184 2021-05-07 19:33:14.103: INFO @log_variables: train gender_confidence/loss nanmean: 0.072119 2021-05-07 19:33:14.104: INFO @log_variables: train gender_confidence/accuracy mean: 0.754847 2021-05-07 19:33:14.104: INFO @log_variables: train age_confidence/loss mean: 0.053664 2021-05-07 19:33:14.104: INFO @log_variables: train age_confidence/accuracy mean: 0.696108 2021-05-07 19:33:14.104: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 19:33:14.107: INFO @metrics_hook: train age_mae: 10.069 +-0.160 (13824) 2021-05-07 19:33:14.110: INFO @metrics_hook: train gender_accuracy: 0.844 +-0.006 (13824) 2021-05-07 19:33:16.810: INFO @decay_lr : LR updated to `6.668758e-05` 2021-05-07 19:33:16.812: INFO @log_profile : T train: 31.828265 2021-05-07 19:33:16.812: INFO @log_profile : T read data: 0.390101 2021-05-07 19:33:16.812: INFO @log_profile : T hooks: 3.279748 2021-05-07 19:33:16.812: INFO @main_loop : Epoch 300 done 2021-05-07 19:33:16.812: INFO @main_loop : Training epoch 301 2021-05-07 19:33:49.470: INFO @log_variables: train loss nanmean: 1.786827 2021-05-07 19:33:49.472: INFO @log_variables: train age_loss mean: 10.025565 2021-05-07 19:33:49.472: INFO @log_variables: train gender_loss mean: 0.348992 2021-05-07 19:33:49.472: INFO @log_variables: train age_mae mean: 10.145953 2021-05-07 19:33:49.472: INFO @log_variables: train gender_accuracy mean: 0.841580 2021-05-07 19:33:49.473: INFO @log_variables: train gender_confidence/loss nanmean: 0.071470 2021-05-07 19:33:49.473: INFO @log_variables: train gender_confidence/accuracy mean: 0.748987 2021-05-07 19:33:49.473: INFO @log_variables: train age_confidence/loss mean: 0.054030 2021-05-07 19:33:49.473: INFO @log_variables: train age_confidence/accuracy mean: 0.686487 2021-05-07 19:33:49.473: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 19:33:49.475: INFO @metrics_hook: train age_mae: 10.146 +-0.162 (13824) 2021-05-07 19:33:49.477: INFO @metrics_hook: train gender_accuracy: 0.842 +-0.006 (13824) 2021-05-07 19:33:52.221: INFO @decay_lr : LR updated to `6.635414e-05` 2021-05-07 19:33:52.223: INFO @log_profile : T train: 31.653786 2021-05-07 19:33:52.223: INFO @log_profile : T read data: 0.361267 2021-05-07 19:33:52.223: INFO @log_profile : T hooks: 3.333328 2021-05-07 19:33:52.223: INFO @main_loop : Epoch 301 done 2021-05-07 19:33:52.223: INFO @main_loop : Training epoch 302 2021-05-07 19:34:25.056: INFO @log_variables: train loss nanmean: 1.794822 2021-05-07 19:34:25.056: INFO @log_variables: train age_loss mean: 10.083457 2021-05-07 19:34:25.057: INFO @log_variables: train gender_loss mean: 0.347127 2021-05-07 19:34:25.057: INFO @log_variables: train age_mae mean: 10.182031 2021-05-07 19:34:25.057: INFO @log_variables: train gender_accuracy mean: 0.846165 2021-05-07 19:34:25.057: INFO @log_variables: train gender_confidence/loss nanmean: 0.072897 2021-05-07 19:34:25.057: INFO @log_variables: train gender_confidence/accuracy mean: 0.746795 2021-05-07 19:34:25.057: INFO @log_variables: train age_confidence/loss mean: 0.053119 2021-05-07 19:34:25.057: INFO @log_variables: train age_confidence/accuracy mean: 0.697907 2021-05-07 19:34:25.057: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 19:34:25.059: INFO @metrics_hook: train age_mae: 10.182 +-0.158 (13807) 2021-05-07 19:34:25.062: INFO @metrics_hook: train gender_accuracy: 0.846 +-0.006 (13807) 2021-05-07 19:34:27.817: INFO @decay_lr : LR updated to `6.6022374e-05` 2021-05-07 19:34:27.819: INFO @log_profile : T train: 31.689293 2021-05-07 19:34:27.819: INFO @log_profile : T read data: 0.514809 2021-05-07 19:34:27.819: INFO @log_profile : T hooks: 3.328173 2021-05-07 19:34:27.819: INFO @main_loop : Epoch 302 done 2021-05-07 19:34:27.819: INFO @main_loop : Training epoch 303 2021-05-07 19:35:00.630: INFO @log_variables: train loss nanmean: 1.778164 2021-05-07 19:35:00.630: INFO @log_variables: train age_loss mean: 9.818251 2021-05-07 19:35:00.630: INFO @log_variables: train gender_loss mean: 0.350632 2021-05-07 19:35:00.630: INFO @log_variables: train age_mae mean: 9.989837 2021-05-07 19:35:00.630: INFO @log_variables: train gender_accuracy mean: 0.841146 2021-05-07 19:35:00.630: INFO @log_variables: train gender_confidence/loss nanmean: 0.070957 2021-05-07 19:35:00.630: INFO @log_variables: train gender_confidence/accuracy mean: 0.748264 2021-05-07 19:35:00.630: INFO @log_variables: train age_confidence/loss mean: 0.054001 2021-05-07 19:35:00.630: INFO @log_variables: train age_confidence/accuracy mean: 0.692853 2021-05-07 19:35:00.631: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 19:35:00.632: INFO @metrics_hook: train age_mae: 9.990 +-0.159 (13824) 2021-05-07 19:35:00.636: INFO @metrics_hook: train gender_accuracy: 0.841 +-0.006 (13824) 2021-05-07 19:35:03.386: INFO @decay_lr : LR updated to `6.5692264e-05` 2021-05-07 19:35:03.387: INFO @log_profile : T train: 31.765401 2021-05-07 19:35:03.387: INFO @log_profile : T read data: 0.390641 2021-05-07 19:35:03.387: INFO @log_profile : T hooks: 3.345446 2021-05-07 19:35:03.387: INFO @main_loop : Epoch 303 done 2021-05-07 19:35:03.387: INFO @main_loop : Training epoch 304 2021-05-07 19:35:35.202: INFO @log_variables: train loss nanmean: 1.772178 2021-05-07 19:35:35.202: INFO @log_variables: train age_loss mean: 9.753437 2021-05-07 19:35:35.202: INFO @log_variables: train gender_loss mean: 0.345548 2021-05-07 19:35:35.202: INFO @log_variables: train age_mae mean: 9.908404 2021-05-07 19:35:35.202: INFO @log_variables: train gender_accuracy mean: 0.846922 2021-05-07 19:35:35.202: INFO @log_variables: train gender_confidence/loss nanmean: 0.071441 2021-05-07 19:35:35.203: INFO @log_variables: train gender_confidence/accuracy mean: 0.751067 2021-05-07 19:35:35.203: INFO @log_variables: train age_confidence/loss mean: 0.054126 2021-05-07 19:35:35.203: INFO @log_variables: train age_confidence/accuracy mean: 0.690588 2021-05-07 19:35:35.203: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 19:35:35.204: INFO @metrics_hook: train age_mae: 9.908 +-0.156 (13823) 2021-05-07 19:35:35.206: INFO @metrics_hook: train gender_accuracy: 0.847 +-0.006 (13823) 2021-05-07 19:35:37.975: INFO @decay_lr : LR updated to `6.5363805e-05` 2021-05-07 19:35:37.977: INFO @log_profile : T train: 30.825021 2021-05-07 19:35:37.977: INFO @log_profile : T read data: 0.366479 2021-05-07 19:35:37.977: INFO @log_profile : T hooks: 3.336285 2021-05-07 19:35:37.977: INFO @main_loop : Epoch 304 done 2021-05-07 19:35:37.977: INFO @main_loop : Training epoch 305 2021-05-07 19:36:10.593: INFO @log_variables: train loss nanmean: 1.766131 2021-05-07 19:36:10.593: INFO @log_variables: train age_loss mean: 9.868415 2021-05-07 19:36:10.593: INFO @log_variables: train gender_loss mean: 0.343094 2021-05-07 19:36:10.593: INFO @log_variables: train age_mae mean: 10.028789 2021-05-07 19:36:10.593: INFO @log_variables: train gender_accuracy mean: 0.846788 2021-05-07 19:36:10.593: INFO @log_variables: train gender_confidence/loss nanmean: 0.071764 2021-05-07 19:36:10.593: INFO @log_variables: train gender_confidence/accuracy mean: 0.753038 2021-05-07 19:36:10.593: INFO @log_variables: train age_confidence/loss mean: 0.053554 2021-05-07 19:36:10.593: INFO @log_variables: train age_confidence/accuracy mean: 0.695023 2021-05-07 19:36:10.593: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 19:36:10.595: INFO @metrics_hook: train age_mae: 10.029 +-0.157 (13824) 2021-05-07 19:36:10.596: INFO @metrics_hook: train gender_accuracy: 0.847 +-0.006 (13824) 2021-05-07 19:36:13.436: INFO @decay_lr : LR updated to `6.5036984e-05` 2021-05-07 19:36:13.437: INFO @log_profile : T train: 31.574134 2021-05-07 19:36:13.437: INFO @log_profile : T read data: 0.389571 2021-05-07 19:36:13.437: INFO @log_profile : T hooks: 3.428832 2021-05-07 19:36:13.437: INFO @main_loop : Epoch 305 done 2021-05-07 19:36:13.437: INFO @main_loop : Training epoch 306 2021-05-07 19:36:45.363: INFO @log_variables: train loss nanmean: 1.757859 2021-05-07 19:36:45.363: INFO @log_variables: train age_loss mean: 9.898787 2021-05-07 19:36:45.363: INFO @log_variables: train gender_loss mean: 0.346273 2021-05-07 19:36:45.363: INFO @log_variables: train age_mae mean: 10.057008 2021-05-07 19:36:45.363: INFO @log_variables: train gender_accuracy mean: 0.846165 2021-05-07 19:36:45.363: INFO @log_variables: train gender_confidence/loss nanmean: 0.071745 2021-05-07 19:36:45.364: INFO @log_variables: train gender_confidence/accuracy mean: 0.752010 2021-05-07 19:36:45.364: INFO @log_variables: train age_confidence/loss mean: 0.054415 2021-05-07 19:36:45.364: INFO @log_variables: train age_confidence/accuracy mean: 0.690374 2021-05-07 19:36:45.364: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 19:36:45.367: INFO @metrics_hook: train age_mae: 10.057 +-0.161 (13807) 2021-05-07 19:36:45.369: INFO @metrics_hook: train gender_accuracy: 0.846 +-0.006 (13807) 2021-05-07 19:36:48.245: INFO @decay_lr : LR updated to `6.47118e-05` 2021-05-07 19:36:48.251: INFO @log_profile : T train: 30.729747 2021-05-07 19:36:48.251: INFO @log_profile : T read data: 0.534591 2021-05-07 19:36:48.251: INFO @log_profile : T hooks: 3.484786 2021-05-07 19:36:48.251: INFO @main_loop : Epoch 306 done 2021-05-07 19:36:48.251: INFO @main_loop : Training epoch 307 2021-05-07 19:37:20.731: INFO @log_variables: train loss nanmean: 1.746053 2021-05-07 19:37:20.731: INFO @log_variables: train age_loss mean: 9.780519 2021-05-07 19:37:20.731: INFO @log_variables: train gender_loss mean: 0.352116 2021-05-07 19:37:20.731: INFO @log_variables: train age_mae mean: 9.938898 2021-05-07 19:37:20.731: INFO @log_variables: train gender_accuracy mean: 0.843750 2021-05-07 19:37:20.731: INFO @log_variables: train gender_confidence/loss nanmean: 0.072274 2021-05-07 19:37:20.732: INFO @log_variables: train gender_confidence/accuracy mean: 0.748553 2021-05-07 19:37:20.732: INFO @log_variables: train age_confidence/loss mean: 0.054140 2021-05-07 19:37:20.732: INFO @log_variables: train age_confidence/accuracy mean: 0.688730 2021-05-07 19:37:20.732: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 19:37:20.734: INFO @metrics_hook: train age_mae: 9.939 +-0.159 (13824) 2021-05-07 19:37:20.736: INFO @metrics_hook: train gender_accuracy: 0.844 +-0.006 (13824) 2021-05-07 19:37:23.419: INFO @decay_lr : LR updated to `6.438824e-05` 2021-05-07 19:37:23.422: INFO @log_profile : T train: 31.459724 2021-05-07 19:37:23.422: INFO @log_profile : T read data: 0.376780 2021-05-07 19:37:23.422: INFO @log_profile : T hooks: 3.270167 2021-05-07 19:37:23.422: INFO @main_loop : Epoch 307 done 2021-05-07 19:37:23.422: INFO @main_loop : Training epoch 308 2021-05-07 19:37:56.047: INFO @log_variables: train loss nanmean: 1.719826 2021-05-07 19:37:56.050: INFO @log_variables: train age_loss mean: 9.777166 2021-05-07 19:37:56.050: INFO @log_variables: train gender_loss mean: 0.341711 2021-05-07 19:37:56.050: INFO @log_variables: train age_mae mean: 9.931544 2021-05-07 19:37:56.050: INFO @log_variables: train gender_accuracy mean: 0.848814 2021-05-07 19:37:56.050: INFO @log_variables: train gender_confidence/loss nanmean: 0.071901 2021-05-07 19:37:56.050: INFO @log_variables: train gender_confidence/accuracy mean: 0.753111 2021-05-07 19:37:56.051: INFO @log_variables: train age_confidence/loss mean: 0.053138 2021-05-07 19:37:56.051: INFO @log_variables: train age_confidence/accuracy mean: 0.705657 2021-05-07 19:37:56.051: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 19:37:56.053: INFO @metrics_hook: train age_mae: 9.932 +-0.156 (13824) 2021-05-07 19:37:56.059: INFO @metrics_hook: train gender_accuracy: 0.849 +-0.006 (13824) 2021-05-07 19:37:58.888: INFO @decay_lr : LR updated to `6.40663e-05` 2021-05-07 19:37:58.890: INFO @log_profile : T train: 31.612415 2021-05-07 19:37:58.890: INFO @log_profile : T read data: 0.370801 2021-05-07 19:37:58.890: INFO @log_profile : T hooks: 3.421509 2021-05-07 19:37:58.891: INFO @main_loop : Epoch 308 done 2021-05-07 19:37:58.891: INFO @main_loop : Training epoch 309 2021-05-07 19:38:31.287: INFO @log_variables: train loss nanmean: 1.750913 2021-05-07 19:38:31.288: INFO @log_variables: train age_loss mean: 9.859110 2021-05-07 19:38:31.288: INFO @log_variables: train gender_loss mean: 0.342711 2021-05-07 19:38:31.288: INFO @log_variables: train age_mae mean: 10.001195 2021-05-07 19:38:31.288: INFO @log_variables: train gender_accuracy mean: 0.844198 2021-05-07 19:38:31.288: INFO @log_variables: train gender_confidence/loss nanmean: 0.070127 2021-05-07 19:38:31.288: INFO @log_variables: train gender_confidence/accuracy mean: 0.756845 2021-05-07 19:38:31.288: INFO @log_variables: train age_confidence/loss mean: 0.053935 2021-05-07 19:38:31.288: INFO @log_variables: train age_confidence/accuracy mean: 0.690642 2021-05-07 19:38:31.288: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 19:38:31.290: INFO @metrics_hook: train age_mae: 10.001 +-0.158 (13806) 2021-05-07 19:38:31.292: INFO @metrics_hook: train gender_accuracy: 0.844 +-0.006 (13806) 2021-05-07 19:38:34.131: INFO @decay_lr : LR updated to `6.374597e-05` 2021-05-07 19:38:34.132: INFO @log_profile : T train: 31.212862 2021-05-07 19:38:34.133: INFO @log_profile : T read data: 0.539767 2021-05-07 19:38:34.133: INFO @log_profile : T hooks: 3.424097 2021-05-07 19:38:34.133: INFO @main_loop : Epoch 309 done 2021-05-07 19:38:34.133: INFO @main_loop : Training epoch 310 2021-05-07 19:39:06.801: INFO @log_variables: train loss nanmean: 1.774048 2021-05-07 19:39:06.801: INFO @log_variables: train age_loss mean: 9.997821 2021-05-07 19:39:06.801: INFO @log_variables: train gender_loss mean: 0.344405 2021-05-07 19:39:06.801: INFO @log_variables: train age_mae mean: 10.115979 2021-05-07 19:39:06.801: INFO @log_variables: train gender_accuracy mean: 0.843822 2021-05-07 19:39:06.801: INFO @log_variables: train gender_confidence/loss nanmean: 0.070933 2021-05-07 19:39:06.801: INFO @log_variables: train gender_confidence/accuracy mean: 0.750072 2021-05-07 19:39:06.801: INFO @log_variables: train age_confidence/loss mean: 0.053347 2021-05-07 19:39:06.801: INFO @log_variables: train age_confidence/accuracy mean: 0.700376 2021-05-07 19:39:06.801: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 19:39:06.803: INFO @metrics_hook: train age_mae: 10.116 +-0.159 (13824) 2021-05-07 19:39:06.805: INFO @metrics_hook: train gender_accuracy: 0.844 +-0.006 (13824) 2021-05-07 19:39:09.671: INFO @decay_lr : LR updated to `6.342724e-05` 2021-05-07 19:39:09.673: INFO @log_profile : T train: 31.620078 2021-05-07 19:39:09.673: INFO @log_profile : T read data: 0.398359 2021-05-07 19:39:09.673: INFO @log_profile : T hooks: 3.457507 2021-05-07 19:39:09.673: INFO @main_loop : Epoch 310 done 2021-05-07 19:39:09.673: INFO @main_loop : Training epoch 311 2021-05-07 19:39:42.300: INFO @log_variables: train loss nanmean: 1.760433 2021-05-07 19:39:42.301: INFO @log_variables: train age_loss mean: 9.792390 2021-05-07 19:39:42.301: INFO @log_variables: train gender_loss mean: 0.338628 2021-05-07 19:39:42.301: INFO @log_variables: train age_mae mean: 9.953026 2021-05-07 19:39:42.301: INFO @log_variables: train gender_accuracy mean: 0.849392 2021-05-07 19:39:42.301: INFO @log_variables: train gender_confidence/loss nanmean: 0.071151 2021-05-07 19:39:42.301: INFO @log_variables: train gender_confidence/accuracy mean: 0.749204 2021-05-07 19:39:42.301: INFO @log_variables: train age_confidence/loss mean: 0.054006 2021-05-07 19:39:42.301: INFO @log_variables: train age_confidence/accuracy mean: 0.693070 2021-05-07 19:39:42.302: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 19:39:42.305: INFO @metrics_hook: train age_mae: 9.953 +-0.157 (13824) 2021-05-07 19:39:42.309: INFO @metrics_hook: train gender_accuracy: 0.849 +-0.006 (13824) 2021-05-07 19:39:45.205: INFO @decay_lr : LR updated to `6.31101e-05` 2021-05-07 19:39:45.207: INFO @log_profile : T train: 31.592769 2021-05-07 19:39:45.207: INFO @log_profile : T read data: 0.383339 2021-05-07 19:39:45.207: INFO @log_profile : T hooks: 3.493864 2021-05-07 19:39:45.208: INFO @main_loop : Epoch 311 done 2021-05-07 19:39:45.208: INFO @main_loop : Training epoch 312 2021-05-07 19:40:18.253: INFO @log_variables: train loss nanmean: 1.700018 2021-05-07 19:40:18.254: INFO @log_variables: train age_loss mean: 9.622840 2021-05-07 19:40:18.255: INFO @log_variables: train gender_loss mean: 0.339600 2021-05-07 19:40:18.255: INFO @log_variables: train age_mae mean: 9.830440 2021-05-07 19:40:18.255: INFO @log_variables: train gender_accuracy mean: 0.851307 2021-05-07 19:40:18.255: INFO @log_variables: train gender_confidence/loss nanmean: 0.072494 2021-05-07 19:40:18.255: INFO @log_variables: train gender_confidence/accuracy mean: 0.750489 2021-05-07 19:40:18.255: INFO @log_variables: train age_confidence/loss mean: 0.055086 2021-05-07 19:40:18.255: INFO @log_variables: train age_confidence/accuracy mean: 0.681901 2021-05-07 19:40:18.255: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 19:40:18.257: INFO @metrics_hook: train age_mae: 9.830 +-0.157 (13807) 2021-05-07 19:40:18.258: INFO @metrics_hook: train gender_accuracy: 0.851 +-0.006 (13807) 2021-05-07 19:40:21.023: INFO @decay_lr : LR updated to `6.279455e-05` 2021-05-07 19:40:21.025: INFO @log_profile : T train: 31.846406 2021-05-07 19:40:21.026: INFO @log_profile : T read data: 0.554470 2021-05-07 19:40:21.026: INFO @log_profile : T hooks: 3.350176 2021-05-07 19:40:21.026: INFO @main_loop : Epoch 312 done 2021-05-07 19:40:21.026: INFO @main_loop : Training epoch 313 2021-05-07 19:40:53.953: INFO @log_variables: train loss nanmean: 1.732394 2021-05-07 19:40:53.953: INFO @log_variables: train age_loss mean: 9.864637 2021-05-07 19:40:53.953: INFO @log_variables: train gender_loss mean: 0.343984 2021-05-07 19:40:53.953: INFO @log_variables: train age_mae mean: 10.026796 2021-05-07 19:40:53.953: INFO @log_variables: train gender_accuracy mean: 0.847078 2021-05-07 19:40:53.953: INFO @log_variables: train gender_confidence/loss nanmean: 0.072338 2021-05-07 19:40:53.953: INFO @log_variables: train gender_confidence/accuracy mean: 0.750506 2021-05-07 19:40:53.954: INFO @log_variables: train age_confidence/loss mean: 0.054079 2021-05-07 19:40:53.954: INFO @log_variables: train age_confidence/accuracy mean: 0.692419 2021-05-07 19:40:53.954: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 19:40:53.956: INFO @metrics_hook: train age_mae: 10.027 +-0.161 (13824) 2021-05-07 19:40:53.958: INFO @metrics_hook: train gender_accuracy: 0.847 +-0.006 (13824) 2021-05-07 19:40:56.775: INFO @decay_lr : LR updated to `6.2480576e-05` 2021-05-07 19:40:56.777: INFO @log_profile : T train: 31.878882 2021-05-07 19:40:56.777: INFO @log_profile : T read data: 0.390818 2021-05-07 19:40:56.777: INFO @log_profile : T hooks: 3.414030 2021-05-07 19:40:56.777: INFO @main_loop : Epoch 313 done 2021-05-07 19:40:56.777: INFO @main_loop : Training epoch 314 2021-05-07 19:41:28.233: INFO @log_variables: train loss nanmean: 1.759721 2021-05-07 19:41:28.234: INFO @log_variables: train age_loss mean: 9.828265 2021-05-07 19:41:28.234: INFO @log_variables: train gender_loss mean: 0.340095 2021-05-07 19:41:28.234: INFO @log_variables: train age_mae mean: 9.970911 2021-05-07 19:41:28.234: INFO @log_variables: train gender_accuracy mean: 0.847150 2021-05-07 19:41:28.234: INFO @log_variables: train gender_confidence/loss nanmean: 0.071152 2021-05-07 19:41:28.234: INFO @log_variables: train gender_confidence/accuracy mean: 0.752676 2021-05-07 19:41:28.234: INFO @log_variables: train age_confidence/loss mean: 0.054061 2021-05-07 19:41:28.234: INFO @log_variables: train age_confidence/accuracy mean: 0.694806 2021-05-07 19:41:28.234: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 19:41:28.237: INFO @metrics_hook: train age_mae: 9.971 +-0.159 (13824) 2021-05-07 19:41:28.241: INFO @metrics_hook: train gender_accuracy: 0.847 +-0.006 (13824) 2021-05-07 19:41:30.990: INFO @decay_lr : LR updated to `6.2168176e-05` 2021-05-07 19:41:30.992: INFO @log_profile : T train: 30.409486 2021-05-07 19:41:30.992: INFO @log_profile : T read data: 0.384419 2021-05-07 19:41:30.992: INFO @log_profile : T hooks: 3.356087 2021-05-07 19:41:30.992: INFO @main_loop : Epoch 314 done 2021-05-07 19:41:30.992: INFO @main_loop : Training epoch 315 2021-05-07 19:42:03.654: INFO @log_variables: train loss nanmean: 1.754573 2021-05-07 19:42:03.654: INFO @log_variables: train age_loss mean: 9.771453 2021-05-07 19:42:03.654: INFO @log_variables: train gender_loss mean: 0.347175 2021-05-07 19:42:03.654: INFO @log_variables: train age_mae mean: 9.930908 2021-05-07 19:42:03.654: INFO @log_variables: train gender_accuracy mean: 0.842231 2021-05-07 19:42:03.654: INFO @log_variables: train gender_confidence/loss nanmean: 0.070477 2021-05-07 19:42:03.655: INFO @log_variables: train gender_confidence/accuracy mean: 0.749855 2021-05-07 19:42:03.655: INFO @log_variables: train age_confidence/loss mean: 0.054328 2021-05-07 19:42:03.655: INFO @log_variables: train age_confidence/accuracy mean: 0.690466 2021-05-07 19:42:03.655: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 19:42:03.658: INFO @metrics_hook: train age_mae: 9.931 +-0.157 (13824) 2021-05-07 19:42:03.660: INFO @metrics_hook: train gender_accuracy: 0.842 +-0.006 (13824) 2021-05-07 19:42:06.431: INFO @decay_lr : LR updated to `6.185733e-05` 2021-05-07 19:42:06.432: INFO @log_profile : T train: 31.606892 2021-05-07 19:42:06.432: INFO @log_profile : T read data: 0.391774 2021-05-07 19:42:06.432: INFO @log_profile : T hooks: 3.375135 2021-05-07 19:42:06.432: INFO @main_loop : Epoch 315 done 2021-05-07 19:42:06.432: INFO @main_loop : Training epoch 316 2021-05-07 19:42:38.277: INFO @log_variables: train loss nanmean: 1.737584 2021-05-07 19:42:38.279: INFO @log_variables: train age_loss mean: 9.766818 2021-05-07 19:42:38.279: INFO @log_variables: train gender_loss mean: 0.341439 2021-05-07 19:42:38.280: INFO @log_variables: train age_mae mean: 9.951982 2021-05-07 19:42:38.280: INFO @log_variables: train gender_accuracy mean: 0.847976 2021-05-07 19:42:38.280: INFO @log_variables: train gender_confidence/loss nanmean: 0.071800 2021-05-07 19:42:38.280: INFO @log_variables: train gender_confidence/accuracy mean: 0.747809 2021-05-07 19:42:38.280: INFO @log_variables: train age_confidence/loss mean: 0.054147 2021-05-07 19:42:38.280: INFO @log_variables: train age_confidence/accuracy mean: 0.687912 2021-05-07 19:42:38.280: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 19:42:38.283: INFO @metrics_hook: train age_mae: 9.952 +-0.156 (13807) 2021-05-07 19:42:38.286: INFO @metrics_hook: train gender_accuracy: 0.848 +-0.006 (13807) 2021-05-07 19:42:41.147: INFO @decay_lr : LR updated to `6.1548046e-05` 2021-05-07 19:42:41.149: INFO @log_profile : T train: 30.651787 2021-05-07 19:42:41.149: INFO @log_profile : T read data: 0.537834 2021-05-07 19:42:41.150: INFO @log_profile : T hooks: 3.462398 2021-05-07 19:42:41.150: INFO @main_loop : Epoch 316 done 2021-05-07 19:42:41.150: INFO @main_loop : Training epoch 317 2021-05-07 19:43:13.800: INFO @log_variables: train loss nanmean: 1.783229 2021-05-07 19:43:13.800: INFO @log_variables: train age_loss mean: 9.886807 2021-05-07 19:43:13.800: INFO @log_variables: train gender_loss mean: 0.349175 2021-05-07 19:43:13.800: INFO @log_variables: train age_mae mean: 10.045187 2021-05-07 19:43:13.800: INFO @log_variables: train gender_accuracy mean: 0.843739 2021-05-07 19:43:13.800: INFO @log_variables: train gender_confidence/loss nanmean: 0.071986 2021-05-07 19:43:13.800: INFO @log_variables: train gender_confidence/accuracy mean: 0.746654 2021-05-07 19:43:13.800: INFO @log_variables: train age_confidence/loss mean: 0.053611 2021-05-07 19:43:13.800: INFO @log_variables: train age_confidence/accuracy mean: 0.695001 2021-05-07 19:43:13.800: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 19:43:13.802: INFO @metrics_hook: train age_mae: 10.045 +-0.158 (13823) 2021-05-07 19:43:13.804: INFO @metrics_hook: train gender_accuracy: 0.844 +-0.006 (13823) 2021-05-07 19:43:16.555: INFO @decay_lr : LR updated to `6.124031e-05` 2021-05-07 19:43:16.556: INFO @log_profile : T train: 31.619128 2021-05-07 19:43:16.556: INFO @log_profile : T read data: 0.385228 2021-05-07 19:43:16.556: INFO @log_profile : T hooks: 3.338637 2021-05-07 19:43:16.557: INFO @main_loop : Epoch 317 done 2021-05-07 19:43:16.557: INFO @main_loop : Training epoch 318 2021-05-07 19:43:49.310: INFO @log_variables: train loss nanmean: 1.726751 2021-05-07 19:43:49.310: INFO @log_variables: train age_loss mean: 9.717739 2021-05-07 19:43:49.310: INFO @log_variables: train gender_loss mean: 0.330078 2021-05-07 19:43:49.310: INFO @log_variables: train age_mae mean: 9.892241 2021-05-07 19:43:49.310: INFO @log_variables: train gender_accuracy mean: 0.854962 2021-05-07 19:43:49.310: INFO @log_variables: train gender_confidence/loss nanmean: 0.070516 2021-05-07 19:43:49.311: INFO @log_variables: train gender_confidence/accuracy mean: 0.759042 2021-05-07 19:43:49.311: INFO @log_variables: train age_confidence/loss mean: 0.053734 2021-05-07 19:43:49.311: INFO @log_variables: train age_confidence/accuracy mean: 0.696615 2021-05-07 19:43:49.311: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 19:43:49.312: INFO @metrics_hook: train age_mae: 9.892 +-0.156 (13824) 2021-05-07 19:43:49.315: INFO @metrics_hook: train gender_accuracy: 0.855 +-0.006 (13824) 2021-05-07 19:43:52.153: INFO @decay_lr : LR updated to `6.0934108e-05` 2021-05-07 19:43:52.155: INFO @log_profile : T train: 31.743728 2021-05-07 19:43:52.155: INFO @log_profile : T read data: 0.378530 2021-05-07 19:43:52.155: INFO @log_profile : T hooks: 3.410843 2021-05-07 19:43:52.155: INFO @main_loop : Epoch 318 done 2021-05-07 19:43:52.155: INFO @main_loop : Training epoch 319 2021-05-07 19:44:24.916: INFO @log_variables: train loss nanmean: 1.737122 2021-05-07 19:44:24.916: INFO @log_variables: train age_loss mean: 9.713050 2021-05-07 19:44:24.916: INFO @log_variables: train gender_loss mean: 0.351144 2021-05-07 19:44:24.916: INFO @log_variables: train age_mae mean: 9.868452 2021-05-07 19:44:24.916: INFO @log_variables: train gender_accuracy mean: 0.845368 2021-05-07 19:44:24.916: INFO @log_variables: train gender_confidence/loss nanmean: 0.071620 2021-05-07 19:44:24.916: INFO @log_variables: train gender_confidence/accuracy mean: 0.745854 2021-05-07 19:44:24.917: INFO @log_variables: train age_confidence/loss mean: 0.053876 2021-05-07 19:44:24.917: INFO @log_variables: train age_confidence/accuracy mean: 0.694648 2021-05-07 19:44:24.917: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 19:44:24.919: INFO @metrics_hook: train age_mae: 9.868 +-0.158 (13807) 2021-05-07 19:44:24.922: INFO @metrics_hook: train gender_accuracy: 0.845 +-0.006 (13807) 2021-05-07 19:44:27.811: INFO @decay_lr : LR updated to `6.0629438e-05` 2021-05-07 19:44:27.813: INFO @log_profile : T train: 31.587040 2021-05-07 19:44:27.813: INFO @log_profile : T read data: 0.533179 2021-05-07 19:44:27.813: INFO @log_profile : T hooks: 3.474970 2021-05-07 19:44:27.813: INFO @main_loop : Epoch 319 done 2021-05-07 19:44:27.814: INFO @main_loop : Training epoch 320 2021-05-07 19:45:00.580: INFO @log_variables: train loss nanmean: 1.760877 2021-05-07 19:45:00.580: INFO @log_variables: train age_loss mean: 9.874835 2021-05-07 19:45:00.580: INFO @log_variables: train gender_loss mean: 0.343475 2021-05-07 19:45:00.580: INFO @log_variables: train age_mae mean: 9.999073 2021-05-07 19:45:00.580: INFO @log_variables: train gender_accuracy mean: 0.845269 2021-05-07 19:45:00.580: INFO @log_variables: train gender_confidence/loss nanmean: 0.071409 2021-05-07 19:45:00.581: INFO @log_variables: train gender_confidence/accuracy mean: 0.751953 2021-05-07 19:45:00.581: INFO @log_variables: train age_confidence/loss mean: 0.053613 2021-05-07 19:45:00.581: INFO @log_variables: train age_confidence/accuracy mean: 0.697627 2021-05-07 19:45:00.581: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 19:45:00.582: INFO @metrics_hook: train age_mae: 9.999 +-0.157 (13824) 2021-05-07 19:45:00.584: INFO @metrics_hook: train gender_accuracy: 0.845 +-0.006 (13824) 2021-05-07 19:45:03.361: INFO @decay_lr : LR updated to `6.0326292e-05` 2021-05-07 19:45:03.363: INFO @log_profile : T train: 31.728984 2021-05-07 19:45:03.363: INFO @log_profile : T read data: 0.376119 2021-05-07 19:45:03.363: INFO @log_profile : T hooks: 3.379959 2021-05-07 19:45:03.363: INFO @main_loop : Epoch 320 done 2021-05-07 19:45:03.363: INFO @main_loop : Training epoch 321 2021-05-07 19:45:36.102: INFO @log_variables: train loss nanmean: 1.773295 2021-05-07 19:45:36.103: INFO @log_variables: train age_loss mean: 9.930811 2021-05-07 19:45:36.103: INFO @log_variables: train gender_loss mean: 0.345723 2021-05-07 19:45:36.103: INFO @log_variables: train age_mae mean: 10.056309 2021-05-07 19:45:36.103: INFO @log_variables: train gender_accuracy mean: 0.845631 2021-05-07 19:45:36.103: INFO @log_variables: train gender_confidence/loss nanmean: 0.072049 2021-05-07 19:45:36.103: INFO @log_variables: train gender_confidence/accuracy mean: 0.750145 2021-05-07 19:45:36.103: INFO @log_variables: train age_confidence/loss mean: 0.053150 2021-05-07 19:45:36.103: INFO @log_variables: train age_confidence/accuracy mean: 0.700882 2021-05-07 19:45:36.104: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 19:45:36.106: INFO @metrics_hook: train age_mae: 10.056 +-0.158 (13824) 2021-05-07 19:45:36.110: INFO @metrics_hook: train gender_accuracy: 0.846 +-0.006 (13824) 2021-05-07 19:45:38.945: INFO @decay_lr : LR updated to `6.002466e-05` 2021-05-07 19:45:38.946: INFO @log_profile : T train: 31.691839 2021-05-07 19:45:38.947: INFO @log_profile : T read data: 0.380964 2021-05-07 19:45:38.947: INFO @log_profile : T hooks: 3.445029 2021-05-07 19:45:38.947: INFO @main_loop : Epoch 321 done 2021-05-07 19:45:38.947: INFO @main_loop : Training epoch 322 2021-05-07 19:46:10.653: INFO @log_variables: train loss nanmean: 1.726484 2021-05-07 19:46:10.653: INFO @log_variables: train age_loss mean: 9.782414 2021-05-07 19:46:10.653: INFO @log_variables: train gender_loss mean: 0.337950 2021-05-07 19:46:10.653: INFO @log_variables: train age_mae mean: 9.926826 2021-05-07 19:46:10.653: INFO @log_variables: train gender_accuracy mean: 0.850839 2021-05-07 19:46:10.654: INFO @log_variables: train gender_confidence/loss nanmean: 0.071302 2021-05-07 19:46:10.654: INFO @log_variables: train gender_confidence/accuracy mean: 0.756655 2021-05-07 19:46:10.654: INFO @log_variables: train age_confidence/loss mean: 0.053676 2021-05-07 19:46:10.654: INFO @log_variables: train age_confidence/accuracy mean: 0.690683 2021-05-07 19:46:10.654: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 19:46:10.655: INFO @metrics_hook: train age_mae: 9.927 +-0.157 (13824) 2021-05-07 19:46:10.656: INFO @metrics_hook: train gender_accuracy: 0.851 +-0.006 (13824) 2021-05-07 19:46:13.543: INFO @decay_lr : LR updated to `5.9724538e-05` 2021-05-07 19:46:13.544: INFO @log_profile : T train: 30.694232 2021-05-07 19:46:13.544: INFO @log_profile : T read data: 0.385722 2021-05-07 19:46:13.544: INFO @log_profile : T hooks: 3.450664 2021-05-07 19:46:13.544: INFO @main_loop : Epoch 322 done 2021-05-07 19:46:13.544: INFO @main_loop : Training epoch 323 2021-05-07 19:46:45.234: INFO @log_variables: train loss nanmean: 1.707880 2021-05-07 19:46:45.235: INFO @log_variables: train age_loss mean: 9.725848 2021-05-07 19:46:45.235: INFO @log_variables: train gender_loss mean: 0.335112 2021-05-07 19:46:45.235: INFO @log_variables: train age_mae mean: 9.905388 2021-05-07 19:46:45.235: INFO @log_variables: train gender_accuracy mean: 0.848338 2021-05-07 19:46:45.235: INFO @log_variables: train gender_confidence/loss nanmean: 0.070135 2021-05-07 19:46:45.235: INFO @log_variables: train gender_confidence/accuracy mean: 0.755486 2021-05-07 19:46:45.235: INFO @log_variables: train age_confidence/loss mean: 0.053960 2021-05-07 19:46:45.235: INFO @log_variables: train age_confidence/accuracy mean: 0.692330 2021-05-07 19:46:45.235: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 19:46:45.237: INFO @metrics_hook: train age_mae: 9.905 +-0.157 (13807) 2021-05-07 19:46:45.240: INFO @metrics_hook: train gender_accuracy: 0.848 +-0.006 (13807) 2021-05-07 19:46:48.080: INFO @decay_lr : LR updated to `5.9425915e-05` 2021-05-07 19:46:48.083: INFO @log_profile : T train: 30.536107 2021-05-07 19:46:48.083: INFO @log_profile : T read data: 0.510890 2021-05-07 19:46:48.083: INFO @log_profile : T hooks: 3.425355 2021-05-07 19:46:48.083: INFO @main_loop : Epoch 323 done 2021-05-07 19:46:48.083: INFO @main_loop : Training epoch 324 2021-05-07 19:47:21.015: INFO @log_variables: train loss nanmean: 1.734763 2021-05-07 19:47:21.015: INFO @log_variables: train age_loss mean: 9.693060 2021-05-07 19:47:21.015: INFO @log_variables: train gender_loss mean: 0.342325 2021-05-07 19:47:21.015: INFO @log_variables: train age_mae mean: 9.869798 2021-05-07 19:47:21.015: INFO @log_variables: train gender_accuracy mean: 0.848741 2021-05-07 19:47:21.016: INFO @log_variables: train gender_confidence/loss nanmean: 0.071037 2021-05-07 19:47:21.016: INFO @log_variables: train gender_confidence/accuracy mean: 0.748987 2021-05-07 19:47:21.016: INFO @log_variables: train age_confidence/loss mean: 0.053988 2021-05-07 19:47:21.016: INFO @log_variables: train age_confidence/accuracy mean: 0.696181 2021-05-07 19:47:21.016: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 19:47:21.019: INFO @metrics_hook: train age_mae: 9.870 +-0.156 (13824) 2021-05-07 19:47:21.025: INFO @metrics_hook: train gender_accuracy: 0.849 +-0.006 (13824) 2021-05-07 19:47:23.828: INFO @decay_lr : LR updated to `5.9128786e-05` 2021-05-07 19:47:23.830: INFO @log_profile : T train: 31.899832 2021-05-07 19:47:23.830: INFO @log_profile : T read data: 0.376436 2021-05-07 19:47:23.830: INFO @log_profile : T hooks: 3.405969 2021-05-07 19:47:23.830: INFO @main_loop : Epoch 324 done 2021-05-07 19:47:23.830: INFO @main_loop : Training epoch 325 2021-05-07 19:47:56.628: INFO @log_variables: train loss nanmean: 1.732513 2021-05-07 19:47:56.629: INFO @log_variables: train age_loss mean: 9.705699 2021-05-07 19:47:56.629: INFO @log_variables: train gender_loss mean: 0.343391 2021-05-07 19:47:56.629: INFO @log_variables: train age_mae mean: 9.844642 2021-05-07 19:47:56.629: INFO @log_variables: train gender_accuracy mean: 0.847295 2021-05-07 19:47:56.629: INFO @log_variables: train gender_confidence/loss nanmean: 0.071097 2021-05-07 19:47:56.629: INFO @log_variables: train gender_confidence/accuracy mean: 0.756293 2021-05-07 19:47:56.629: INFO @log_variables: train age_confidence/loss mean: 0.054003 2021-05-07 19:47:56.629: INFO @log_variables: train age_confidence/accuracy mean: 0.689308 2021-05-07 19:47:56.629: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 19:47:56.631: INFO @metrics_hook: train age_mae: 9.845 +-0.156 (13824) 2021-05-07 19:47:56.633: INFO @metrics_hook: train gender_accuracy: 0.847 +-0.006 (13824) 2021-05-07 19:47:59.421: INFO @decay_lr : LR updated to `5.8833142e-05` 2021-05-07 19:47:59.423: INFO @log_profile : T train: 31.762367 2021-05-07 19:47:59.423: INFO @log_profile : T read data: 0.377171 2021-05-07 19:47:59.424: INFO @log_profile : T hooks: 3.389000 2021-05-07 19:47:59.424: INFO @main_loop : Epoch 325 done 2021-05-07 19:47:59.424: INFO @main_loop : Training epoch 326 2021-05-07 19:48:31.321: INFO @log_variables: train loss nanmean: 1.721502 2021-05-07 19:48:31.322: INFO @log_variables: train age_loss mean: 9.659743 2021-05-07 19:48:31.322: INFO @log_variables: train gender_loss mean: 0.343513 2021-05-07 19:48:31.322: INFO @log_variables: train age_mae mean: 9.831594 2021-05-07 19:48:31.322: INFO @log_variables: train gender_accuracy mean: 0.847179 2021-05-07 19:48:31.322: INFO @log_variables: train gender_confidence/loss nanmean: 0.071522 2021-05-07 19:48:31.322: INFO @log_variables: train gender_confidence/accuracy mean: 0.749620 2021-05-07 19:48:31.322: INFO @log_variables: train age_confidence/loss mean: 0.054924 2021-05-07 19:48:31.322: INFO @log_variables: train age_confidence/accuracy mean: 0.686029 2021-05-07 19:48:31.322: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 19:48:31.324: INFO @metrics_hook: train age_mae: 9.832 +-0.156 (13807) 2021-05-07 19:48:31.327: INFO @metrics_hook: train gender_accuracy: 0.847 +-0.006 (13807) 2021-05-07 19:48:34.072: INFO @decay_lr : LR updated to `5.8538975e-05` 2021-05-07 19:48:34.073: INFO @log_profile : T train: 30.689652 2021-05-07 19:48:34.073: INFO @log_profile : T read data: 0.545163 2021-05-07 19:48:34.073: INFO @log_profile : T hooks: 3.349639 2021-05-07 19:48:34.073: INFO @main_loop : Epoch 326 done 2021-05-07 19:48:34.073: INFO @main_loop : Training epoch 327 2021-05-07 19:49:06.826: INFO @log_variables: train loss nanmean: 1.729599 2021-05-07 19:49:06.826: INFO @log_variables: train age_loss mean: 9.638320 2021-05-07 19:49:06.826: INFO @log_variables: train gender_loss mean: 0.342638 2021-05-07 19:49:06.826: INFO @log_variables: train age_mae mean: 9.798694 2021-05-07 19:49:06.826: INFO @log_variables: train gender_accuracy mean: 0.846499 2021-05-07 19:49:06.826: INFO @log_variables: train gender_confidence/loss nanmean: 0.071608 2021-05-07 19:49:06.826: INFO @log_variables: train gender_confidence/accuracy mean: 0.750072 2021-05-07 19:49:06.826: INFO @log_variables: train age_confidence/loss mean: 0.053833 2021-05-07 19:49:06.826: INFO @log_variables: train age_confidence/accuracy mean: 0.697555 2021-05-07 19:49:06.826: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 19:49:06.828: INFO @metrics_hook: train age_mae: 9.799 +-0.154 (13824) 2021-05-07 19:49:06.830: INFO @metrics_hook: train gender_accuracy: 0.846 +-0.006 (13824) 2021-05-07 19:49:09.612: INFO @decay_lr : LR updated to `5.824628e-05` 2021-05-07 19:49:09.614: INFO @log_profile : T train: 31.709198 2021-05-07 19:49:09.615: INFO @log_profile : T read data: 0.391062 2021-05-07 19:49:09.615: INFO @log_profile : T hooks: 3.376362 2021-05-07 19:49:09.615: INFO @main_loop : Epoch 327 done 2021-05-07 19:49:09.615: INFO @main_loop : Training epoch 328 2021-05-07 19:49:42.300: INFO @log_variables: train loss nanmean: 1.712876 2021-05-07 19:49:42.300: INFO @log_variables: train age_loss mean: 9.660490 2021-05-07 19:49:42.300: INFO @log_variables: train gender_loss mean: 0.331374 2021-05-07 19:49:42.300: INFO @log_variables: train age_mae mean: 9.825716 2021-05-07 19:49:42.300: INFO @log_variables: train gender_accuracy mean: 0.857639 2021-05-07 19:49:42.300: INFO @log_variables: train gender_confidence/loss nanmean: 0.071908 2021-05-07 19:49:42.300: INFO @log_variables: train gender_confidence/accuracy mean: 0.758102 2021-05-07 19:49:42.300: INFO @log_variables: train age_confidence/loss mean: 0.054419 2021-05-07 19:49:42.300: INFO @log_variables: train age_confidence/accuracy mean: 0.690900 2021-05-07 19:49:42.301: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 19:49:42.302: INFO @metrics_hook: train age_mae: 9.826 +-0.156 (13824) 2021-05-07 19:49:42.303: INFO @metrics_hook: train gender_accuracy: 0.858 +-0.006 (13824) 2021-05-07 19:49:45.071: INFO @decay_lr : LR updated to `5.795505e-05` 2021-05-07 19:49:45.074: INFO @log_profile : T train: 31.649869 2021-05-07 19:49:45.074: INFO @log_profile : T read data: 0.380066 2021-05-07 19:49:45.074: INFO @log_profile : T hooks: 3.361760 2021-05-07 19:49:45.074: INFO @main_loop : Epoch 328 done 2021-05-07 19:49:45.074: INFO @main_loop : Training epoch 329 2021-05-07 19:50:16.519: INFO @log_variables: train loss nanmean: 1.742720 2021-05-07 19:50:16.519: INFO @log_variables: train age_loss mean: 9.594578 2021-05-07 19:50:16.519: INFO @log_variables: train gender_loss mean: 0.345172 2021-05-07 19:50:16.519: INFO @log_variables: train age_mae mean: 9.790057 2021-05-07 19:50:16.519: INFO @log_variables: train gender_accuracy mean: 0.846065 2021-05-07 19:50:16.519: INFO @log_variables: train gender_confidence/loss nanmean: 0.071678 2021-05-07 19:50:16.519: INFO @log_variables: train gender_confidence/accuracy mean: 0.742549 2021-05-07 19:50:16.519: INFO @log_variables: train age_confidence/loss mean: 0.054347 2021-05-07 19:50:16.519: INFO @log_variables: train age_confidence/accuracy mean: 0.692202 2021-05-07 19:50:16.519: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 19:50:16.521: INFO @metrics_hook: train age_mae: 9.790 +-0.155 (13824) 2021-05-07 19:50:16.523: INFO @metrics_hook: train gender_accuracy: 0.846 +-0.006 (13824) 2021-05-07 19:50:19.314: INFO @decay_lr : LR updated to `5.7665275e-05` 2021-05-07 19:50:19.316: INFO @log_profile : T train: 30.439434 2021-05-07 19:50:19.316: INFO @log_profile : T read data: 0.374658 2021-05-07 19:50:19.316: INFO @log_profile : T hooks: 3.365735 2021-05-07 19:50:19.316: INFO @main_loop : Epoch 329 done 2021-05-07 19:50:19.316: INFO @main_loop : Training epoch 330 2021-05-07 19:50:52.051: INFO @log_variables: train loss nanmean: 1.744157 2021-05-07 19:50:52.051: INFO @log_variables: train age_loss mean: 9.620880 2021-05-07 19:50:52.051: INFO @log_variables: train gender_loss mean: 0.336610 2021-05-07 19:50:52.051: INFO @log_variables: train age_mae mean: 9.805479 2021-05-07 19:50:52.051: INFO @log_variables: train gender_accuracy mean: 0.851514 2021-05-07 19:50:52.051: INFO @log_variables: train gender_confidence/loss nanmean: 0.071272 2021-05-07 19:50:52.052: INFO @log_variables: train gender_confidence/accuracy mean: 0.758076 2021-05-07 19:50:52.052: INFO @log_variables: train age_confidence/loss mean: 0.054675 2021-05-07 19:50:52.052: INFO @log_variables: train age_confidence/accuracy mean: 0.687527 2021-05-07 19:50:52.052: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 19:50:52.054: INFO @metrics_hook: train age_mae: 9.805 +-0.157 (13806) 2021-05-07 19:50:52.057: INFO @metrics_hook: train gender_accuracy: 0.852 +-0.006 (13806) 2021-05-07 19:50:54.856: INFO @decay_lr : LR updated to `5.7376947e-05` 2021-05-07 19:50:54.858: INFO @log_profile : T train: 31.517158 2021-05-07 19:50:54.859: INFO @log_profile : T read data: 0.569092 2021-05-07 19:50:54.859: INFO @log_profile : T hooks: 3.390009 2021-05-07 19:50:54.859: INFO @main_loop : Epoch 330 done 2021-05-07 19:50:54.859: INFO @main_loop : Training epoch 331 2021-05-07 19:51:26.497: INFO @log_variables: train loss nanmean: 1.716461 2021-05-07 19:51:26.497: INFO @log_variables: train age_loss mean: 9.683869 2021-05-07 19:51:26.497: INFO @log_variables: train gender_loss mean: 0.338957 2021-05-07 19:51:26.497: INFO @log_variables: train age_mae mean: 9.869810 2021-05-07 19:51:26.497: INFO @log_variables: train gender_accuracy mean: 0.849682 2021-05-07 19:51:26.497: INFO @log_variables: train gender_confidence/loss nanmean: 0.071012 2021-05-07 19:51:26.497: INFO @log_variables: train gender_confidence/accuracy mean: 0.752604 2021-05-07 19:51:26.497: INFO @log_variables: train age_confidence/loss mean: 0.053824 2021-05-07 19:51:26.497: INFO @log_variables: train age_confidence/accuracy mean: 0.695240 2021-05-07 19:51:26.497: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 19:51:26.500: INFO @metrics_hook: train age_mae: 9.870 +-0.157 (13824) 2021-05-07 19:51:26.502: INFO @metrics_hook: train gender_accuracy: 0.850 +-0.006 (13824) 2021-05-07 19:51:29.266: INFO @decay_lr : LR updated to `5.7090063e-05` 2021-05-07 19:51:29.268: INFO @log_profile : T train: 30.610565 2021-05-07 19:51:29.268: INFO @log_profile : T read data: 0.386159 2021-05-07 19:51:29.268: INFO @log_profile : T hooks: 3.346688 2021-05-07 19:51:29.268: INFO @main_loop : Epoch 331 done 2021-05-07 19:51:29.268: INFO @main_loop : Training epoch 332 2021-05-07 19:52:01.766: INFO @log_variables: train loss nanmean: 1.725559 2021-05-07 19:52:01.766: INFO @log_variables: train age_loss mean: 9.562387 2021-05-07 19:52:01.766: INFO @log_variables: train gender_loss mean: 0.340953 2021-05-07 19:52:01.766: INFO @log_variables: train age_mae mean: 9.776998 2021-05-07 19:52:01.766: INFO @log_variables: train gender_accuracy mean: 0.847873 2021-05-07 19:52:01.766: INFO @log_variables: train gender_confidence/loss nanmean: 0.071910 2021-05-07 19:52:01.766: INFO @log_variables: train gender_confidence/accuracy mean: 0.756872 2021-05-07 19:52:01.766: INFO @log_variables: train age_confidence/loss mean: 0.054985 2021-05-07 19:52:01.767: INFO @log_variables: train age_confidence/accuracy mean: 0.686053 2021-05-07 19:52:01.767: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 19:52:01.769: INFO @metrics_hook: train age_mae: 9.777 +-0.154 (13824) 2021-05-07 19:52:01.771: INFO @metrics_hook: train gender_accuracy: 0.848 +-0.006 (13824) 2021-05-07 19:52:04.620: INFO @decay_lr : LR updated to `5.6804613e-05` 2021-05-07 19:52:04.621: INFO @log_profile : T train: 31.445021 2021-05-07 19:52:04.621: INFO @log_profile : T read data: 0.373962 2021-05-07 19:52:04.621: INFO @log_profile : T hooks: 3.467700 2021-05-07 19:52:04.621: INFO @main_loop : Epoch 332 done 2021-05-07 19:52:04.621: INFO @main_loop : Training epoch 333 2021-05-07 19:52:37.088: INFO @log_variables: train loss nanmean: 1.736661 2021-05-07 19:52:37.091: INFO @log_variables: train age_loss mean: 9.683612 2021-05-07 19:52:37.091: INFO @log_variables: train gender_loss mean: 0.347418 2021-05-07 19:52:37.091: INFO @log_variables: train age_mae mean: 9.853860 2021-05-07 19:52:37.091: INFO @log_variables: train gender_accuracy mean: 0.842109 2021-05-07 19:52:37.091: INFO @log_variables: train gender_confidence/loss nanmean: 0.071366 2021-05-07 19:52:37.091: INFO @log_variables: train gender_confidence/accuracy mean: 0.752227 2021-05-07 19:52:37.091: INFO @log_variables: train age_confidence/loss mean: 0.053250 2021-05-07 19:52:37.091: INFO @log_variables: train age_confidence/accuracy mean: 0.702325 2021-05-07 19:52:37.092: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 19:52:37.094: INFO @metrics_hook: train age_mae: 9.854 +-0.155 (13807) 2021-05-07 19:52:37.096: INFO @metrics_hook: train gender_accuracy: 0.842 +-0.006 (13807) 2021-05-07 19:52:39.776: INFO @decay_lr : LR updated to `5.652059e-05` 2021-05-07 19:52:39.778: INFO @log_profile : T train: 31.271508 2021-05-07 19:52:39.778: INFO @log_profile : T read data: 0.536122 2021-05-07 19:52:39.778: INFO @log_profile : T hooks: 3.284067 2021-05-07 19:52:39.779: INFO @main_loop : Epoch 333 done 2021-05-07 19:52:39.779: INFO @main_loop : Training epoch 334 2021-05-07 19:53:11.041: INFO @log_variables: train loss nanmean: 1.751638 2021-05-07 19:53:11.043: INFO @log_variables: train age_loss mean: 9.791452 2021-05-07 19:53:11.044: INFO @log_variables: train gender_loss mean: 0.335997 2021-05-07 19:53:11.044: INFO @log_variables: train age_mae mean: 9.962201 2021-05-07 19:53:11.044: INFO @log_variables: train gender_accuracy mean: 0.852131 2021-05-07 19:53:11.044: INFO @log_variables: train gender_confidence/loss nanmean: 0.071139 2021-05-07 19:53:11.044: INFO @log_variables: train gender_confidence/accuracy mean: 0.754974 2021-05-07 19:53:11.044: INFO @log_variables: train age_confidence/loss mean: 0.054265 2021-05-07 19:53:11.044: INFO @log_variables: train age_confidence/accuracy mean: 0.690588 2021-05-07 19:53:11.044: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 19:53:11.046: INFO @metrics_hook: train age_mae: 9.962 +-0.159 (13823) 2021-05-07 19:53:11.048: INFO @metrics_hook: train gender_accuracy: 0.852 +-0.006 (13823) 2021-05-07 19:53:13.832: INFO @decay_lr : LR updated to `5.6237986e-05` 2021-05-07 19:53:13.834: INFO @log_profile : T train: 30.227270 2021-05-07 19:53:13.835: INFO @log_profile : T read data: 0.379641 2021-05-07 19:53:13.835: INFO @log_profile : T hooks: 3.384981 2021-05-07 19:53:13.835: INFO @main_loop : Epoch 334 done 2021-05-07 19:53:13.835: INFO @main_loop : Training epoch 335 2021-05-07 19:53:46.104: INFO @log_variables: train loss nanmean: 1.708856 2021-05-07 19:53:46.105: INFO @log_variables: train age_loss mean: 9.713255 2021-05-07 19:53:46.105: INFO @log_variables: train gender_loss mean: 0.337912 2021-05-07 19:53:46.105: INFO @log_variables: train age_mae mean: 9.893123 2021-05-07 19:53:46.105: INFO @log_variables: train gender_accuracy mean: 0.849320 2021-05-07 19:53:46.105: INFO @log_variables: train gender_confidence/loss nanmean: 0.071106 2021-05-07 19:53:46.105: INFO @log_variables: train gender_confidence/accuracy mean: 0.758174 2021-05-07 19:53:46.105: INFO @log_variables: train age_confidence/loss mean: 0.054134 2021-05-07 19:53:46.105: INFO @log_variables: train age_confidence/accuracy mean: 0.693938 2021-05-07 19:53:46.105: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 19:53:46.108: INFO @metrics_hook: train age_mae: 9.893 +-0.158 (13824) 2021-05-07 19:53:46.110: INFO @metrics_hook: train gender_accuracy: 0.849 +-0.006 (13824) 2021-05-07 19:53:48.870: INFO @decay_lr : LR updated to `5.5956796e-05` 2021-05-07 19:53:48.872: INFO @log_profile : T train: 31.239686 2021-05-07 19:53:48.872: INFO @log_profile : T read data: 0.384845 2021-05-07 19:53:48.872: INFO @log_profile : T hooks: 3.347095 2021-05-07 19:53:48.872: INFO @main_loop : Epoch 335 done 2021-05-07 19:53:48.872: INFO @main_loop : Training epoch 336 2021-05-07 19:54:20.504: INFO @log_variables: train loss nanmean: 1.717584 2021-05-07 19:54:20.504: INFO @log_variables: train age_loss mean: 9.639422 2021-05-07 19:54:20.504: INFO @log_variables: train gender_loss mean: 0.343260 2021-05-07 19:54:20.504: INFO @log_variables: train age_mae mean: 9.819381 2021-05-07 19:54:20.504: INFO @log_variables: train gender_accuracy mean: 0.848193 2021-05-07 19:54:20.504: INFO @log_variables: train gender_confidence/loss nanmean: 0.071034 2021-05-07 19:54:20.505: INFO @log_variables: train gender_confidence/accuracy mean: 0.749040 2021-05-07 19:54:20.505: INFO @log_variables: train age_confidence/loss mean: 0.054468 2021-05-07 19:54:20.505: INFO @log_variables: train age_confidence/accuracy mean: 0.692113 2021-05-07 19:54:20.505: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 19:54:20.506: INFO @metrics_hook: train age_mae: 9.819 +-0.159 (13807) 2021-05-07 19:54:20.507: INFO @metrics_hook: train gender_accuracy: 0.848 +-0.006 (13807) 2021-05-07 19:54:23.413: INFO @decay_lr : LR updated to `5.5677014e-05` 2021-05-07 19:54:23.415: INFO @log_profile : T train: 30.429982 2021-05-07 19:54:23.415: INFO @log_profile : T read data: 0.543882 2021-05-07 19:54:23.415: INFO @log_profile : T hooks: 3.499973 2021-05-07 19:54:23.415: INFO @main_loop : Epoch 336 done 2021-05-07 19:54:23.415: INFO @main_loop : Training epoch 337 2021-05-07 19:54:55.141: INFO @log_variables: train loss nanmean: 1.699448 2021-05-07 19:54:55.142: INFO @log_variables: train age_loss mean: 9.639599 2021-05-07 19:54:55.142: INFO @log_variables: train gender_loss mean: 0.335525 2021-05-07 19:54:55.142: INFO @log_variables: train age_mae mean: 9.827651 2021-05-07 19:54:55.142: INFO @log_variables: train gender_accuracy mean: 0.848669 2021-05-07 19:54:55.142: INFO @log_variables: train gender_confidence/loss nanmean: 0.070924 2021-05-07 19:54:55.142: INFO @log_variables: train gender_confidence/accuracy mean: 0.754847 2021-05-07 19:54:55.142: INFO @log_variables: train age_confidence/loss mean: 0.054507 2021-05-07 19:54:55.142: INFO @log_variables: train age_confidence/accuracy mean: 0.693793 2021-05-07 19:54:55.142: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 19:54:55.144: INFO @metrics_hook: train age_mae: 9.828 +-0.156 (13824) 2021-05-07 19:54:55.145: INFO @metrics_hook: train gender_accuracy: 0.849 +-0.006 (13824) 2021-05-07 19:54:58.007: INFO @decay_lr : LR updated to `5.539863e-05` 2021-05-07 19:54:58.008: INFO @log_profile : T train: 30.671661 2021-05-07 19:54:58.008: INFO @log_profile : T read data: 0.393643 2021-05-07 19:54:58.008: INFO @log_profile : T hooks: 3.460307 2021-05-07 19:54:58.008: INFO @main_loop : Epoch 337 done 2021-05-07 19:54:58.008: INFO @main_loop : Training epoch 338 2021-05-07 19:55:30.576: INFO @log_variables: train loss nanmean: 1.711153 2021-05-07 19:55:30.576: INFO @log_variables: train age_loss mean: 9.615404 2021-05-07 19:55:30.577: INFO @log_variables: train gender_loss mean: 0.336519 2021-05-07 19:55:30.577: INFO @log_variables: train age_mae mean: 9.813964 2021-05-07 19:55:30.577: INFO @log_variables: train gender_accuracy mean: 0.850116 2021-05-07 19:55:30.577: INFO @log_variables: train gender_confidence/loss nanmean: 0.071246 2021-05-07 19:55:30.577: INFO @log_variables: train gender_confidence/accuracy mean: 0.748770 2021-05-07 19:55:30.577: INFO @log_variables: train age_confidence/loss mean: 0.054676 2021-05-07 19:55:30.577: INFO @log_variables: train age_confidence/accuracy mean: 0.688151 2021-05-07 19:55:30.578: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 19:55:30.583: INFO @metrics_hook: train age_mae: 9.814 +-0.157 (13824) 2021-05-07 19:55:30.589: INFO @metrics_hook: train gender_accuracy: 0.850 +-0.006 (13824) 2021-05-07 19:55:33.298: INFO @decay_lr : LR updated to `5.5121636e-05` 2021-05-07 19:55:33.301: INFO @log_profile : T train: 31.519142 2021-05-07 19:55:33.301: INFO @log_profile : T read data: 0.382747 2021-05-07 19:55:33.301: INFO @log_profile : T hooks: 3.325368 2021-05-07 19:55:33.301: INFO @main_loop : Epoch 338 done 2021-05-07 19:55:33.301: INFO @main_loop : Training epoch 339 2021-05-07 19:56:05.823: INFO @log_variables: train loss nanmean: 1.696494 2021-05-07 19:56:05.823: INFO @log_variables: train age_loss mean: 9.518876 2021-05-07 19:56:05.823: INFO @log_variables: train gender_loss mean: 0.335849 2021-05-07 19:56:05.823: INFO @log_variables: train age_mae mean: 9.715046 2021-05-07 19:56:05.823: INFO @log_variables: train gender_accuracy mean: 0.846499 2021-05-07 19:56:05.823: INFO @log_variables: train gender_confidence/loss nanmean: 0.069856 2021-05-07 19:56:05.824: INFO @log_variables: train gender_confidence/accuracy mean: 0.756583 2021-05-07 19:56:05.824: INFO @log_variables: train age_confidence/loss mean: 0.054355 2021-05-07 19:56:05.824: INFO @log_variables: train age_confidence/accuracy mean: 0.689743 2021-05-07 19:56:05.824: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 19:56:05.828: INFO @metrics_hook: train age_mae: 9.715 +-0.154 (13824) 2021-05-07 19:56:05.835: INFO @metrics_hook: train gender_accuracy: 0.846 +-0.006 (13824) 2021-05-07 19:56:08.632: INFO @decay_lr : LR updated to `5.4846027e-05` 2021-05-07 19:56:08.635: INFO @log_profile : T train: 31.499022 2021-05-07 19:56:08.635: INFO @log_profile : T read data: 0.376347 2021-05-07 19:56:08.635: INFO @log_profile : T hooks: 3.392462 2021-05-07 19:56:08.635: INFO @main_loop : Epoch 339 done 2021-05-07 19:56:08.635: INFO @main_loop : Training epoch 340 2021-05-07 19:56:40.184: INFO @log_variables: train loss nanmean: 1.721045 2021-05-07 19:56:40.186: INFO @log_variables: train age_loss mean: 9.685237 2021-05-07 19:56:40.188: INFO @log_variables: train gender_loss mean: 0.341171 2021-05-07 19:56:40.189: INFO @log_variables: train age_mae mean: 9.844780 2021-05-07 19:56:40.190: INFO @log_variables: train gender_accuracy mean: 0.849569 2021-05-07 19:56:40.190: INFO @log_variables: train gender_confidence/loss nanmean: 0.071723 2021-05-07 19:56:40.190: INFO @log_variables: train gender_confidence/accuracy mean: 0.749402 2021-05-07 19:56:40.190: INFO @log_variables: train age_confidence/loss mean: 0.054135 2021-05-07 19:56:40.191: INFO @log_variables: train age_confidence/accuracy mean: 0.692837 2021-05-07 19:56:40.191: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 19:56:40.193: INFO @metrics_hook: train age_mae: 9.845 +-0.158 (13807) 2021-05-07 19:56:40.195: INFO @metrics_hook: train gender_accuracy: 0.850 +-0.006 (13807) 2021-05-07 19:56:43.064: INFO @decay_lr : LR updated to `5.4571796e-05` 2021-05-07 19:56:43.066: INFO @log_profile : T train: 30.355156 2021-05-07 19:56:43.066: INFO @log_profile : T read data: 0.520152 2021-05-07 19:56:43.066: INFO @log_profile : T hooks: 3.489060 2021-05-07 19:56:43.066: INFO @main_loop : Epoch 340 done 2021-05-07 19:56:43.066: INFO @main_loop : Training epoch 341 2021-05-07 19:57:15.771: INFO @log_variables: train loss nanmean: 1.698184 2021-05-07 19:57:15.771: INFO @log_variables: train age_loss mean: 9.537103 2021-05-07 19:57:15.771: INFO @log_variables: train gender_loss mean: 0.345796 2021-05-07 19:57:15.771: INFO @log_variables: train age_mae mean: 9.728920 2021-05-07 19:57:15.771: INFO @log_variables: train gender_accuracy mean: 0.846499 2021-05-07 19:57:15.771: INFO @log_variables: train gender_confidence/loss nanmean: 0.072413 2021-05-07 19:57:15.771: INFO @log_variables: train gender_confidence/accuracy mean: 0.746672 2021-05-07 19:57:15.771: INFO @log_variables: train age_confidence/loss mean: 0.054933 2021-05-07 19:57:15.771: INFO @log_variables: train age_confidence/accuracy mean: 0.684462 2021-05-07 19:57:15.771: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 19:57:15.773: INFO @metrics_hook: train age_mae: 9.729 +-0.154 (13824) 2021-05-07 19:57:15.774: INFO @metrics_hook: train gender_accuracy: 0.846 +-0.006 (13824) 2021-05-07 19:57:18.541: INFO @decay_lr : LR updated to `5.4298936e-05` 2021-05-07 19:57:18.543: INFO @log_profile : T train: 31.683573 2021-05-07 19:57:18.543: INFO @log_profile : T read data: 0.379565 2021-05-07 19:57:18.543: INFO @log_profile : T hooks: 3.348548 2021-05-07 19:57:18.543: INFO @main_loop : Epoch 341 done 2021-05-07 19:57:18.543: INFO @main_loop : Training epoch 342 2021-05-07 19:57:49.999: INFO @log_variables: train loss nanmean: 1.697681 2021-05-07 19:57:50.000: INFO @log_variables: train age_loss mean: 9.527034 2021-05-07 19:57:50.000: INFO @log_variables: train gender_loss mean: 0.337015 2021-05-07 19:57:50.000: INFO @log_variables: train age_mae mean: 9.697065 2021-05-07 19:57:50.000: INFO @log_variables: train gender_accuracy mean: 0.852358 2021-05-07 19:57:50.000: INFO @log_variables: train gender_confidence/loss nanmean: 0.071635 2021-05-07 19:57:50.000: INFO @log_variables: train gender_confidence/accuracy mean: 0.753906 2021-05-07 19:57:50.000: INFO @log_variables: train age_confidence/loss mean: 0.054317 2021-05-07 19:57:50.000: INFO @log_variables: train age_confidence/accuracy mean: 0.690466 2021-05-07 19:57:50.000: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 19:57:50.003: INFO @metrics_hook: train age_mae: 9.697 +-0.153 (13824) 2021-05-07 19:57:50.005: INFO @metrics_hook: train gender_accuracy: 0.852 +-0.006 (13824) 2021-05-07 19:57:58.147: INFO @decay_lr : LR updated to `5.402744e-05` 2021-05-07 19:57:58.149: INFO @log_profile : T train: 30.416726 2021-05-07 19:57:58.149: INFO @log_profile : T read data: 0.384831 2021-05-07 19:57:58.149: INFO @log_profile : T hooks: 8.724237 2021-05-07 19:57:58.149: INFO @main_loop : Epoch 342 done 2021-05-07 19:57:58.150: INFO @main_loop : Training epoch 343 2021-05-07 19:58:30.784: INFO @log_variables: train loss nanmean: 1.731488 2021-05-07 19:58:30.784: INFO @log_variables: train age_loss mean: 9.697129 2021-05-07 19:58:30.784: INFO @log_variables: train gender_loss mean: 0.337113 2021-05-07 19:58:30.784: INFO @log_variables: train age_mae mean: 9.860185 2021-05-07 19:58:30.784: INFO @log_variables: train gender_accuracy mean: 0.851079 2021-05-07 19:58:30.784: INFO @log_variables: train gender_confidence/loss nanmean: 0.071965 2021-05-07 19:58:30.784: INFO @log_variables: train gender_confidence/accuracy mean: 0.748008 2021-05-07 19:58:30.784: INFO @log_variables: train age_confidence/loss mean: 0.054128 2021-05-07 19:58:30.785: INFO @log_variables: train age_confidence/accuracy mean: 0.692815 2021-05-07 19:58:30.785: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 19:58:30.786: INFO @metrics_hook: train age_mae: 9.860 +-0.156 (13806) 2021-05-07 19:58:30.789: INFO @metrics_hook: train gender_accuracy: 0.851 +-0.006 (13806) 2021-05-07 19:58:33.566: INFO @decay_lr : LR updated to `5.3757303e-05` 2021-05-07 19:58:33.569: INFO @log_profile : T train: 31.425660 2021-05-07 19:58:33.570: INFO @log_profile : T read data: 0.541763 2021-05-07 19:58:33.570: INFO @log_profile : T hooks: 3.384545 2021-05-07 19:58:33.570: INFO @main_loop : Epoch 343 done 2021-05-07 19:58:33.570: INFO @main_loop : Training epoch 344 2021-05-07 19:59:05.706: INFO @log_variables: train loss nanmean: 1.723024 2021-05-07 19:59:05.707: INFO @log_variables: train age_loss mean: 9.644099 2021-05-07 19:59:05.707: INFO @log_variables: train gender_loss mean: 0.333225 2021-05-07 19:59:05.707: INFO @log_variables: train age_mae mean: 9.824831 2021-05-07 19:59:05.707: INFO @log_variables: train gender_accuracy mean: 0.852648 2021-05-07 19:59:05.707: INFO @log_variables: train gender_confidence/loss nanmean: 0.071164 2021-05-07 19:59:05.707: INFO @log_variables: train gender_confidence/accuracy mean: 0.752170 2021-05-07 19:59:05.707: INFO @log_variables: train age_confidence/loss mean: 0.054301 2021-05-07 19:59:05.707: INFO @log_variables: train age_confidence/accuracy mean: 0.688151 2021-05-07 19:59:05.707: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 19:59:05.709: INFO @metrics_hook: train age_mae: 9.825 +-0.155 (13824) 2021-05-07 19:59:05.711: INFO @metrics_hook: train gender_accuracy: 0.853 +-0.006 (13824) 2021-05-07 19:59:08.467: INFO @decay_lr : LR updated to `5.348852e-05` 2021-05-07 19:59:08.469: INFO @log_profile : T train: 31.096571 2021-05-07 19:59:08.469: INFO @log_profile : T read data: 0.376552 2021-05-07 19:59:08.469: INFO @log_profile : T hooks: 3.361001 2021-05-07 19:59:08.469: INFO @main_loop : Epoch 344 done 2021-05-07 19:59:08.469: INFO @main_loop : Training epoch 345 2021-05-07 19:59:39.855: INFO @log_variables: train loss nanmean: 1.688933 2021-05-07 19:59:39.855: INFO @log_variables: train age_loss mean: 9.644200 2021-05-07 19:59:39.855: INFO @log_variables: train gender_loss mean: 0.333588 2021-05-07 19:59:39.856: INFO @log_variables: train age_mae mean: 9.828377 2021-05-07 19:59:39.856: INFO @log_variables: train gender_accuracy mean: 0.849031 2021-05-07 19:59:39.856: INFO @log_variables: train gender_confidence/loss nanmean: 0.069917 2021-05-07 19:59:39.856: INFO @log_variables: train gender_confidence/accuracy mean: 0.759115 2021-05-07 19:59:39.856: INFO @log_variables: train age_confidence/loss mean: 0.054343 2021-05-07 19:59:39.856: INFO @log_variables: train age_confidence/accuracy mean: 0.690176 2021-05-07 19:59:39.856: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 19:59:39.860: INFO @metrics_hook: train age_mae: 9.828 +-0.157 (13824) 2021-05-07 19:59:39.864: INFO @metrics_hook: train gender_accuracy: 0.849 +-0.006 (13824) 2021-05-07 19:59:42.699: INFO @decay_lr : LR updated to `5.3221076e-05` 2021-05-07 19:59:42.701: INFO @log_profile : T train: 30.340528 2021-05-07 19:59:42.701: INFO @log_profile : T read data: 0.379227 2021-05-07 19:59:42.701: INFO @log_profile : T hooks: 3.445985 2021-05-07 19:59:42.701: INFO @main_loop : Epoch 345 done 2021-05-07 19:59:42.701: INFO @main_loop : Training epoch 346 2021-05-07 20:00:15.129: INFO @log_variables: train loss nanmean: 1.710685 2021-05-07 20:00:15.129: INFO @log_variables: train age_loss mean: 9.660512 2021-05-07 20:00:15.129: INFO @log_variables: train gender_loss mean: 0.336011 2021-05-07 20:00:15.129: INFO @log_variables: train age_mae mean: 9.836066 2021-05-07 20:00:15.130: INFO @log_variables: train gender_accuracy mean: 0.849609 2021-05-07 20:00:15.130: INFO @log_variables: train gender_confidence/loss nanmean: 0.071470 2021-05-07 20:00:15.130: INFO @log_variables: train gender_confidence/accuracy mean: 0.748987 2021-05-07 20:00:15.130: INFO @log_variables: train age_confidence/loss mean: 0.053585 2021-05-07 20:00:15.130: INFO @log_variables: train age_confidence/accuracy mean: 0.695312 2021-05-07 20:00:15.130: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 20:00:15.131: INFO @metrics_hook: train age_mae: 9.836 +-0.156 (13824) 2021-05-07 20:00:15.133: INFO @metrics_hook: train gender_accuracy: 0.850 +-0.006 (13824) 2021-05-07 20:00:17.973: INFO @decay_lr : LR updated to `5.2954972e-05` 2021-05-07 20:00:17.976: INFO @log_profile : T train: 31.417167 2021-05-07 20:00:17.976: INFO @log_profile : T read data: 0.371710 2021-05-07 20:00:17.976: INFO @log_profile : T hooks: 3.423152 2021-05-07 20:00:17.976: INFO @main_loop : Epoch 346 done 2021-05-07 20:00:17.976: INFO @main_loop : Training epoch 347 2021-05-07 20:00:49.538: INFO @log_variables: train loss nanmean: 1.721404 2021-05-07 20:00:49.539: INFO @log_variables: train age_loss mean: 9.628310 2021-05-07 20:00:49.539: INFO @log_variables: train gender_loss mean: 0.337509 2021-05-07 20:00:49.539: INFO @log_variables: train age_mae mean: 9.814648 2021-05-07 20:00:49.539: INFO @log_variables: train gender_accuracy mean: 0.849642 2021-05-07 20:00:49.539: INFO @log_variables: train gender_confidence/loss nanmean: 0.070873 2021-05-07 20:00:49.539: INFO @log_variables: train gender_confidence/accuracy mean: 0.753531 2021-05-07 20:00:49.539: INFO @log_variables: train age_confidence/loss mean: 0.053643 2021-05-07 20:00:49.539: INFO @log_variables: train age_confidence/accuracy mean: 0.695444 2021-05-07 20:00:49.539: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 20:00:49.540: INFO @metrics_hook: train age_mae: 9.815 +-0.154 (13807) 2021-05-07 20:00:49.542: INFO @metrics_hook: train gender_accuracy: 0.850 +-0.006 (13807) 2021-05-07 20:00:52.337: INFO @decay_lr : LR updated to `5.2690197e-05` 2021-05-07 20:00:52.340: INFO @log_profile : T train: 30.418137 2021-05-07 20:00:52.340: INFO @log_profile : T read data: 0.507657 2021-05-07 20:00:52.340: INFO @log_profile : T hooks: 3.374644 2021-05-07 20:00:52.341: INFO @main_loop : Epoch 347 done 2021-05-07 20:00:52.341: INFO @main_loop : Training epoch 348 2021-05-07 20:01:24.657: INFO @log_variables: train loss nanmean: 1.705720 2021-05-07 20:01:24.657: INFO @log_variables: train age_loss mean: 9.557116 2021-05-07 20:01:24.657: INFO @log_variables: train gender_loss mean: 0.337076 2021-05-07 20:01:24.657: INFO @log_variables: train age_mae mean: 9.740840 2021-05-07 20:01:24.657: INFO @log_variables: train gender_accuracy mean: 0.850043 2021-05-07 20:01:24.657: INFO @log_variables: train gender_confidence/loss nanmean: 0.071310 2021-05-07 20:01:24.657: INFO @log_variables: train gender_confidence/accuracy mean: 0.754630 2021-05-07 20:01:24.657: INFO @log_variables: train age_confidence/loss mean: 0.054377 2021-05-07 20:01:24.657: INFO @log_variables: train age_confidence/accuracy mean: 0.691985 2021-05-07 20:01:24.657: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 20:01:24.659: INFO @metrics_hook: train age_mae: 9.741 +-0.157 (13824) 2021-05-07 20:01:24.662: INFO @metrics_hook: train gender_accuracy: 0.850 +-0.006 (13824) 2021-05-07 20:01:27.376: INFO @decay_lr : LR updated to `5.2426745e-05` 2021-05-07 20:01:27.378: INFO @log_profile : T train: 31.281749 2021-05-07 20:01:27.378: INFO @log_profile : T read data: 0.387768 2021-05-07 20:01:27.378: INFO @log_profile : T hooks: 3.301831 2021-05-07 20:01:27.378: INFO @main_loop : Epoch 348 done 2021-05-07 20:01:27.378: INFO @main_loop : Training epoch 349 2021-05-07 20:01:58.920: INFO @log_variables: train loss nanmean: 1.693269 2021-05-07 20:01:58.920: INFO @log_variables: train age_loss mean: 9.675677 2021-05-07 20:01:58.920: INFO @log_variables: train gender_loss mean: 0.334755 2021-05-07 20:01:58.920: INFO @log_variables: train age_mae mean: 9.835884 2021-05-07 20:01:58.920: INFO @log_variables: train gender_accuracy mean: 0.850694 2021-05-07 20:01:58.920: INFO @log_variables: train gender_confidence/loss nanmean: 0.071016 2021-05-07 20:01:58.920: INFO @log_variables: train gender_confidence/accuracy mean: 0.749711 2021-05-07 20:01:58.920: INFO @log_variables: train age_confidence/loss mean: 0.054033 2021-05-07 20:01:58.920: INFO @log_variables: train age_confidence/accuracy mean: 0.694010 2021-05-07 20:01:58.920: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 20:01:58.923: INFO @metrics_hook: train age_mae: 9.836 +-0.159 (13824) 2021-05-07 20:01:58.925: INFO @metrics_hook: train gender_accuracy: 0.851 +-0.006 (13824) 2021-05-07 20:02:01.732: INFO @decay_lr : LR updated to `5.216461e-05` 2021-05-07 20:02:01.734: INFO @log_profile : T train: 30.517029 2021-05-07 20:02:01.734: INFO @log_profile : T read data: 0.374737 2021-05-07 20:02:01.734: INFO @log_profile : T hooks: 3.398040 2021-05-07 20:02:01.734: INFO @main_loop : Epoch 349 done 2021-05-07 20:02:01.734: INFO @main_loop : Training epoch 350 2021-05-07 20:02:34.040: INFO @log_variables: train loss nanmean: 1.706869 2021-05-07 20:02:34.040: INFO @log_variables: train age_loss mean: 9.616695 2021-05-07 20:02:34.040: INFO @log_variables: train gender_loss mean: 0.335166 2021-05-07 20:02:34.041: INFO @log_variables: train age_mae mean: 9.779073 2021-05-07 20:02:34.041: INFO @log_variables: train gender_accuracy mean: 0.851742 2021-05-07 20:02:34.041: INFO @log_variables: train gender_confidence/loss nanmean: 0.071249 2021-05-07 20:02:34.041: INFO @log_variables: train gender_confidence/accuracy mean: 0.749692 2021-05-07 20:02:34.041: INFO @log_variables: train age_confidence/loss mean: 0.054564 2021-05-07 20:02:34.041: INFO @log_variables: train age_confidence/accuracy mean: 0.684725 2021-05-07 20:02:34.041: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 20:02:34.042: INFO @metrics_hook: train age_mae: 9.779 +-0.155 (13807) 2021-05-07 20:02:34.043: INFO @metrics_hook: train gender_accuracy: 0.852 +-0.006 (13807) 2021-05-07 20:02:36.819: INFO @decay_lr : LR updated to `5.190379e-05` 2021-05-07 20:02:36.820: INFO @log_profile : T train: 31.152884 2021-05-07 20:02:36.820: INFO @log_profile : T read data: 0.508192 2021-05-07 20:02:36.820: INFO @log_profile : T hooks: 3.362374 2021-05-07 20:02:36.821: INFO @main_loop : Epoch 350 done 2021-05-07 20:02:36.821: INFO @main_loop : Training epoch 351 2021-05-07 20:03:08.969: INFO @log_variables: train loss nanmean: 1.712716 2021-05-07 20:03:08.969: INFO @log_variables: train age_loss mean: 9.553011 2021-05-07 20:03:08.970: INFO @log_variables: train gender_loss mean: 0.335501 2021-05-07 20:03:08.970: INFO @log_variables: train age_mae mean: 9.751156 2021-05-07 20:03:08.970: INFO @log_variables: train gender_accuracy mean: 0.850477 2021-05-07 20:03:08.970: INFO @log_variables: train gender_confidence/loss nanmean: 0.070780 2021-05-07 20:03:08.970: INFO @log_variables: train gender_confidence/accuracy mean: 0.755859 2021-05-07 20:03:08.970: INFO @log_variables: train age_confidence/loss mean: 0.054524 2021-05-07 20:03:08.970: INFO @log_variables: train age_confidence/accuracy mean: 0.688730 2021-05-07 20:03:08.970: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 20:03:08.973: INFO @metrics_hook: train age_mae: 9.751 +-0.155 (13824) 2021-05-07 20:03:08.976: INFO @metrics_hook: train gender_accuracy: 0.850 +-0.006 (13824) 2021-05-07 20:03:11.659: INFO @decay_lr : LR updated to `5.164427e-05` 2021-05-07 20:03:11.661: INFO @log_profile : T train: 31.057441 2021-05-07 20:03:11.661: INFO @log_profile : T read data: 0.402477 2021-05-07 20:03:11.661: INFO @log_profile : T hooks: 3.313979 2021-05-07 20:03:11.662: INFO @main_loop : Epoch 351 done 2021-05-07 20:03:11.662: INFO @main_loop : Training epoch 352 2021-05-07 20:03:43.882: INFO @log_variables: train loss nanmean: 1.723710 2021-05-07 20:03:43.882: INFO @log_variables: train age_loss mean: 9.618727 2021-05-07 20:03:43.882: INFO @log_variables: train gender_loss mean: 0.342626 2021-05-07 20:03:43.882: INFO @log_variables: train age_mae mean: 9.783106 2021-05-07 20:03:43.882: INFO @log_variables: train gender_accuracy mean: 0.848307 2021-05-07 20:03:43.883: INFO @log_variables: train gender_confidence/loss nanmean: 0.072329 2021-05-07 20:03:43.883: INFO @log_variables: train gender_confidence/accuracy mean: 0.749132 2021-05-07 20:03:43.883: INFO @log_variables: train age_confidence/loss mean: 0.054106 2021-05-07 20:03:43.883: INFO @log_variables: train age_confidence/accuracy mean: 0.692998 2021-05-07 20:03:43.883: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 20:03:43.887: INFO @metrics_hook: train age_mae: 9.783 +-0.155 (13824) 2021-05-07 20:03:43.889: INFO @metrics_hook: train gender_accuracy: 0.848 +-0.006 (13824) 2021-05-07 20:03:46.685: INFO @decay_lr : LR updated to `5.138605e-05` 2021-05-07 20:03:46.687: INFO @log_profile : T train: 31.178246 2021-05-07 20:03:46.687: INFO @log_profile : T read data: 0.377714 2021-05-07 20:03:46.687: INFO @log_profile : T hooks: 3.403244 2021-05-07 20:03:46.687: INFO @main_loop : Epoch 352 done 2021-05-07 20:03:46.687: INFO @main_loop : Training epoch 353 2021-05-07 20:04:19.001: INFO @log_variables: train loss nanmean: 1.666855 2021-05-07 20:04:19.001: INFO @log_variables: train age_loss mean: 9.478203 2021-05-07 20:04:19.002: INFO @log_variables: train gender_loss mean: 0.332061 2021-05-07 20:04:19.002: INFO @log_variables: train age_mae mean: 9.690198 2021-05-07 20:04:19.002: INFO @log_variables: train gender_accuracy mean: 0.853299 2021-05-07 20:04:19.003: INFO @log_variables: train gender_confidence/loss nanmean: 0.070824 2021-05-07 20:04:19.003: INFO @log_variables: train gender_confidence/accuracy mean: 0.759621 2021-05-07 20:04:19.003: INFO @log_variables: train age_confidence/loss mean: 0.055162 2021-05-07 20:04:19.003: INFO @log_variables: train age_confidence/accuracy mean: 0.680628 2021-05-07 20:04:19.003: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 20:04:19.006: INFO @metrics_hook: train age_mae: 9.690 +-0.155 (13824) 2021-05-07 20:04:19.008: INFO @metrics_hook: train gender_accuracy: 0.853 +-0.006 (13824) 2021-05-07 20:04:21.849: INFO @decay_lr : LR updated to `5.1129122e-05` 2021-05-07 20:04:21.851: INFO @log_profile : T train: 31.273954 2021-05-07 20:04:21.851: INFO @log_profile : T read data: 0.378767 2021-05-07 20:04:21.851: INFO @log_profile : T hooks: 3.445817 2021-05-07 20:04:21.851: INFO @main_loop : Epoch 353 done 2021-05-07 20:04:21.851: INFO @main_loop : Training epoch 354 2021-05-07 20:04:54.370: INFO @log_variables: train loss nanmean: 1.719876 2021-05-07 20:04:54.370: INFO @log_variables: train age_loss mean: 9.575476 2021-05-07 20:04:54.371: INFO @log_variables: train gender_loss mean: 0.339205 2021-05-07 20:04:54.371: INFO @log_variables: train age_mae mean: 9.746779 2021-05-07 20:04:54.371: INFO @log_variables: train gender_accuracy mean: 0.852321 2021-05-07 20:04:54.371: INFO @log_variables: train gender_confidence/loss nanmean: 0.071535 2021-05-07 20:04:54.371: INFO @log_variables: train gender_confidence/accuracy mean: 0.753458 2021-05-07 20:04:54.371: INFO @log_variables: train age_confidence/loss mean: 0.054452 2021-05-07 20:04:54.371: INFO @log_variables: train age_confidence/accuracy mean: 0.690809 2021-05-07 20:04:54.371: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 20:04:54.373: INFO @metrics_hook: train age_mae: 9.747 +-0.155 (13807) 2021-05-07 20:04:54.377: INFO @metrics_hook: train gender_accuracy: 0.852 +-0.006 (13807) 2021-05-07 20:04:57.152: INFO @decay_lr : LR updated to `5.0873477e-05` 2021-05-07 20:04:57.153: INFO @log_profile : T train: 31.364309 2021-05-07 20:04:57.153: INFO @log_profile : T read data: 0.513434 2021-05-07 20:04:57.153: INFO @log_profile : T hooks: 3.360597 2021-05-07 20:04:57.154: INFO @main_loop : Epoch 354 done 2021-05-07 20:04:57.154: INFO @main_loop : Training epoch 355 2021-05-07 20:05:29.750: INFO @log_variables: train loss nanmean: 1.683369 2021-05-07 20:05:29.750: INFO @log_variables: train age_loss mean: 9.532893 2021-05-07 20:05:29.750: INFO @log_variables: train gender_loss mean: 0.326461 2021-05-07 20:05:29.750: INFO @log_variables: train age_mae mean: 9.702114 2021-05-07 20:05:29.750: INFO @log_variables: train gender_accuracy mean: 0.855324 2021-05-07 20:05:29.750: INFO @log_variables: train gender_confidence/loss nanmean: 0.070628 2021-05-07 20:05:29.750: INFO @log_variables: train gender_confidence/accuracy mean: 0.750796 2021-05-07 20:05:29.750: INFO @log_variables: train age_confidence/loss mean: 0.054654 2021-05-07 20:05:29.750: INFO @log_variables: train age_confidence/accuracy mean: 0.688006 2021-05-07 20:05:29.751: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 20:05:29.753: INFO @metrics_hook: train age_mae: 9.702 +-0.155 (13824) 2021-05-07 20:05:29.754: INFO @metrics_hook: train gender_accuracy: 0.855 +-0.006 (13824) 2021-05-07 20:05:32.411: INFO @decay_lr : LR updated to `5.061911e-05` 2021-05-07 20:05:32.413: INFO @log_profile : T train: 31.572093 2021-05-07 20:05:32.413: INFO @log_profile : T read data: 0.382833 2021-05-07 20:05:32.413: INFO @log_profile : T hooks: 3.239965 2021-05-07 20:05:32.413: INFO @main_loop : Epoch 355 done 2021-05-07 20:05:32.413: INFO @main_loop : Training epoch 356 2021-05-07 20:06:03.679: INFO @log_variables: train loss nanmean: 1.705750 2021-05-07 20:06:03.679: INFO @log_variables: train age_loss mean: 9.448990 2021-05-07 20:06:03.679: INFO @log_variables: train gender_loss mean: 0.334973 2021-05-07 20:06:03.679: INFO @log_variables: train age_mae mean: 9.659312 2021-05-07 20:06:03.679: INFO @log_variables: train gender_accuracy mean: 0.854807 2021-05-07 20:06:03.680: INFO @log_variables: train gender_confidence/loss nanmean: 0.071763 2021-05-07 20:06:03.680: INFO @log_variables: train gender_confidence/accuracy mean: 0.760906 2021-05-07 20:06:03.680: INFO @log_variables: train age_confidence/loss mean: 0.054616 2021-05-07 20:06:03.680: INFO @log_variables: train age_confidence/accuracy mean: 0.690443 2021-05-07 20:06:03.680: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 20:06:03.682: INFO @metrics_hook: train age_mae: 9.659 +-0.156 (13823) 2021-05-07 20:06:03.684: INFO @metrics_hook: train gender_accuracy: 0.855 +-0.006 (13823) 2021-05-07 20:06:06.353: INFO @decay_lr : LR updated to `5.0366016e-05` 2021-05-07 20:06:06.354: INFO @log_profile : T train: 30.218668 2021-05-07 20:06:06.354: INFO @log_profile : T read data: 0.387136 2021-05-07 20:06:06.355: INFO @log_profile : T hooks: 3.272743 2021-05-07 20:06:06.355: INFO @main_loop : Epoch 356 done 2021-05-07 20:06:06.355: INFO @main_loop : Training epoch 357 2021-05-07 20:06:39.070: INFO @log_variables: train loss nanmean: 1.708656 2021-05-07 20:06:39.070: INFO @log_variables: train age_loss mean: 9.481491 2021-05-07 20:06:39.070: INFO @log_variables: train gender_loss mean: 0.342886 2021-05-07 20:06:39.070: INFO @log_variables: train age_mae mean: 9.671255 2021-05-07 20:06:39.070: INFO @log_variables: train gender_accuracy mean: 0.847976 2021-05-07 20:06:39.070: INFO @log_variables: train gender_confidence/loss nanmean: 0.071677 2021-05-07 20:06:39.070: INFO @log_variables: train gender_confidence/accuracy mean: 0.748895 2021-05-07 20:06:39.071: INFO @log_variables: train age_confidence/loss mean: 0.054645 2021-05-07 20:06:39.071: INFO @log_variables: train age_confidence/accuracy mean: 0.691678 2021-05-07 20:06:39.071: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 20:06:39.072: INFO @metrics_hook: train age_mae: 9.671 +-0.154 (13807) 2021-05-07 20:06:39.075: INFO @metrics_hook: train gender_accuracy: 0.848 +-0.006 (13807) 2021-05-07 20:06:41.852: INFO @decay_lr : LR updated to `5.0114184e-05` 2021-05-07 20:06:41.853: INFO @log_profile : T train: 31.542207 2021-05-07 20:06:41.853: INFO @log_profile : T read data: 0.528396 2021-05-07 20:06:41.854: INFO @log_profile : T hooks: 3.365578 2021-05-07 20:06:41.854: INFO @main_loop : Epoch 357 done 2021-05-07 20:06:41.854: INFO @main_loop : Training epoch 358 2021-05-07 20:07:14.046: INFO @log_variables: train loss nanmean: 1.723351 2021-05-07 20:07:14.047: INFO @log_variables: train age_loss mean: 9.638526 2021-05-07 20:07:14.047: INFO @log_variables: train gender_loss mean: 0.338697 2021-05-07 20:07:14.047: INFO @log_variables: train age_mae mean: 9.810886 2021-05-07 20:07:14.047: INFO @log_variables: train gender_accuracy mean: 0.851345 2021-05-07 20:07:14.047: INFO @log_variables: train gender_confidence/loss nanmean: 0.071226 2021-05-07 20:07:14.050: INFO @log_variables: train gender_confidence/accuracy mean: 0.751013 2021-05-07 20:07:14.051: INFO @log_variables: train age_confidence/loss mean: 0.054945 2021-05-07 20:07:14.053: INFO @log_variables: train age_confidence/accuracy mean: 0.685836 2021-05-07 20:07:14.053: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 20:07:14.055: INFO @metrics_hook: train age_mae: 9.811 +-0.158 (13824) 2021-05-07 20:07:14.058: INFO @metrics_hook: train gender_accuracy: 0.851 +-0.006 (13824) 2021-05-07 20:07:16.825: INFO @decay_lr : LR updated to `4.9863615e-05` 2021-05-07 20:07:16.829: INFO @log_profile : T train: 31.158577 2021-05-07 20:07:16.830: INFO @log_profile : T read data: 0.386031 2021-05-07 20:07:16.830: INFO @log_profile : T hooks: 3.365252 2021-05-07 20:07:16.830: INFO @main_loop : Epoch 358 done 2021-05-07 20:07:16.830: INFO @main_loop : Training epoch 359 2021-05-07 20:07:49.202: INFO @log_variables: train loss nanmean: 1.710427 2021-05-07 20:07:49.202: INFO @log_variables: train age_loss mean: 9.649589 2021-05-07 20:07:49.202: INFO @log_variables: train gender_loss mean: 0.337262 2021-05-07 20:07:49.202: INFO @log_variables: train age_mae mean: 9.837767 2021-05-07 20:07:49.202: INFO @log_variables: train gender_accuracy mean: 0.853805 2021-05-07 20:07:49.203: INFO @log_variables: train gender_confidence/loss nanmean: 0.072443 2021-05-07 20:07:49.203: INFO @log_variables: train gender_confidence/accuracy mean: 0.750000 2021-05-07 20:07:49.203: INFO @log_variables: train age_confidence/loss mean: 0.054404 2021-05-07 20:07:49.203: INFO @log_variables: train age_confidence/accuracy mean: 0.695891 2021-05-07 20:07:49.203: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 20:07:49.205: INFO @metrics_hook: train age_mae: 9.838 +-0.157 (13824) 2021-05-07 20:07:49.207: INFO @metrics_hook: train gender_accuracy: 0.854 +-0.006 (13824) 2021-05-07 20:07:51.928: INFO @decay_lr : LR updated to `4.9614297e-05` 2021-05-07 20:07:51.930: INFO @log_profile : T train: 31.309597 2021-05-07 20:07:51.930: INFO @log_profile : T read data: 0.400106 2021-05-07 20:07:51.930: INFO @log_profile : T hooks: 3.321273 2021-05-07 20:07:51.930: INFO @main_loop : Epoch 359 done 2021-05-07 20:07:51.931: INFO @main_loop : Training epoch 360 2021-05-07 20:08:24.417: INFO @log_variables: train loss nanmean: 1.669022 2021-05-07 20:08:24.419: INFO @log_variables: train age_loss mean: 9.413403 2021-05-07 20:08:24.421: INFO @log_variables: train gender_loss mean: 0.326174 2021-05-07 20:08:24.423: INFO @log_variables: train age_mae mean: 9.605902 2021-05-07 20:08:24.425: INFO @log_variables: train gender_accuracy mean: 0.855291 2021-05-07 20:08:24.427: INFO @log_variables: train gender_confidence/loss nanmean: 0.070839 2021-05-07 20:08:24.428: INFO @log_variables: train gender_confidence/accuracy mean: 0.762294 2021-05-07 20:08:24.429: INFO @log_variables: train age_confidence/loss mean: 0.054612 2021-05-07 20:08:24.429: INFO @log_variables: train age_confidence/accuracy mean: 0.689795 2021-05-07 20:08:24.429: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 20:08:24.431: INFO @metrics_hook: train age_mae: 9.606 +-0.152 (13807) 2021-05-07 20:08:24.435: INFO @metrics_hook: train gender_accuracy: 0.855 +-0.006 (13807) 2021-05-07 20:08:27.170: INFO @decay_lr : LR updated to `4.9366226e-05` 2021-05-07 20:08:27.173: INFO @log_profile : T train: 31.295819 2021-05-07 20:08:27.174: INFO @log_profile : T read data: 0.534860 2021-05-07 20:08:27.174: INFO @log_profile : T hooks: 3.344737 2021-05-07 20:08:27.174: INFO @main_loop : Epoch 360 done 2021-05-07 20:08:27.174: INFO @main_loop : Training epoch 361 2021-05-07 20:08:58.402: INFO @log_variables: train loss nanmean: 1.683564 2021-05-07 20:08:58.403: INFO @log_variables: train age_loss mean: 9.505072 2021-05-07 20:08:58.403: INFO @log_variables: train gender_loss mean: 0.333290 2021-05-07 20:08:58.403: INFO @log_variables: train age_mae mean: 9.704811 2021-05-07 20:08:58.403: INFO @log_variables: train gender_accuracy mean: 0.855541 2021-05-07 20:08:58.403: INFO @log_variables: train gender_confidence/loss nanmean: 0.071713 2021-05-07 20:08:58.403: INFO @log_variables: train gender_confidence/accuracy mean: 0.751519 2021-05-07 20:08:58.403: INFO @log_variables: train age_confidence/loss mean: 0.054830 2021-05-07 20:08:58.403: INFO @log_variables: train age_confidence/accuracy mean: 0.688657 2021-05-07 20:08:58.403: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 20:08:58.405: INFO @metrics_hook: train age_mae: 9.705 +-0.155 (13824) 2021-05-07 20:08:58.409: INFO @metrics_hook: train gender_accuracy: 0.856 +-0.006 (13824) 2021-05-07 20:09:01.120: INFO @decay_lr : LR updated to `4.9119397e-05` 2021-05-07 20:09:01.122: INFO @log_profile : T train: 30.189419 2021-05-07 20:09:01.122: INFO @log_profile : T read data: 0.381735 2021-05-07 20:09:01.122: INFO @log_profile : T hooks: 3.313011 2021-05-07 20:09:01.122: INFO @main_loop : Epoch 361 done 2021-05-07 20:09:01.122: INFO @main_loop : Training epoch 362 2021-05-07 20:09:33.616: INFO @log_variables: train loss nanmean: 1.707763 2021-05-07 20:09:33.617: INFO @log_variables: train age_loss mean: 9.506020 2021-05-07 20:09:33.618: INFO @log_variables: train gender_loss mean: 0.329236 2021-05-07 20:09:33.618: INFO @log_variables: train age_mae mean: 9.698657 2021-05-07 20:09:33.618: INFO @log_variables: train gender_accuracy mean: 0.853516 2021-05-07 20:09:33.618: INFO @log_variables: train gender_confidence/loss nanmean: 0.071243 2021-05-07 20:09:33.618: INFO @log_variables: train gender_confidence/accuracy mean: 0.754702 2021-05-07 20:09:33.618: INFO @log_variables: train age_confidence/loss mean: 0.053941 2021-05-07 20:09:33.618: INFO @log_variables: train age_confidence/accuracy mean: 0.698206 2021-05-07 20:09:33.618: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 20:09:33.620: INFO @metrics_hook: train age_mae: 9.699 +-0.154 (13824) 2021-05-07 20:09:33.622: INFO @metrics_hook: train gender_accuracy: 0.854 +-0.006 (13824) 2021-05-07 20:09:35.788: INFO @decay_lr : LR updated to `4.88738e-05` 2021-05-07 20:09:35.789: INFO @log_profile : T train: 31.468426 2021-05-07 20:09:35.789: INFO @log_profile : T read data: 0.381509 2021-05-07 20:09:35.789: INFO @log_profile : T hooks: 2.750941 2021-05-07 20:09:35.789: INFO @main_loop : Epoch 362 done 2021-05-07 20:09:35.789: INFO @main_loop : Training epoch 363 2021-05-07 20:10:08.117: INFO @log_variables: train loss nanmean: 1.690586 2021-05-07 20:10:08.118: INFO @log_variables: train age_loss mean: 9.531054 2021-05-07 20:10:08.118: INFO @log_variables: train gender_loss mean: 0.330323 2021-05-07 20:10:08.118: INFO @log_variables: train age_mae mean: 9.726277 2021-05-07 20:10:08.118: INFO @log_variables: train gender_accuracy mean: 0.855613 2021-05-07 20:10:08.118: INFO @log_variables: train gender_confidence/loss nanmean: 0.071389 2021-05-07 20:10:08.118: INFO @log_variables: train gender_confidence/accuracy mean: 0.753617 2021-05-07 20:10:08.118: INFO @log_variables: train age_confidence/loss mean: 0.054344 2021-05-07 20:10:08.118: INFO @log_variables: train age_confidence/accuracy mean: 0.689815 2021-05-07 20:10:08.118: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 20:10:08.119: INFO @metrics_hook: train age_mae: 9.726 +-0.157 (13824) 2021-05-07 20:10:08.120: INFO @metrics_hook: train gender_accuracy: 0.856 +-0.006 (13824) 2021-05-07 20:10:10.852: INFO @decay_lr : LR updated to `4.862943e-05` 2021-05-07 20:10:10.853: INFO @log_profile : T train: 31.300280 2021-05-07 20:10:10.853: INFO @log_profile : T read data: 0.381193 2021-05-07 20:10:10.853: INFO @log_profile : T hooks: 3.316704 2021-05-07 20:10:10.853: INFO @main_loop : Epoch 363 done 2021-05-07 20:10:10.853: INFO @main_loop : Training epoch 364 2021-05-07 20:10:43.414: INFO @log_variables: train loss nanmean: 1.691985 2021-05-07 20:10:43.416: INFO @log_variables: train age_loss mean: 9.605347 2021-05-07 20:10:43.416: INFO @log_variables: train gender_loss mean: 0.330463 2021-05-07 20:10:43.416: INFO @log_variables: train age_mae mean: 9.794025 2021-05-07 20:10:43.416: INFO @log_variables: train gender_accuracy mean: 0.853915 2021-05-07 20:10:43.416: INFO @log_variables: train gender_confidence/loss nanmean: 0.071959 2021-05-07 20:10:43.416: INFO @log_variables: train gender_confidence/accuracy mean: 0.753531 2021-05-07 20:10:43.416: INFO @log_variables: train age_confidence/loss mean: 0.054854 2021-05-07 20:10:43.416: INFO @log_variables: train age_confidence/accuracy mean: 0.691606 2021-05-07 20:10:43.416: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 20:10:43.418: INFO @metrics_hook: train age_mae: 9.794 +-0.158 (13807) 2021-05-07 20:10:43.420: INFO @metrics_hook: train gender_accuracy: 0.854 +-0.006 (13807) 2021-05-07 20:10:46.196: INFO @decay_lr : LR updated to `4.8386282e-05` 2021-05-07 20:10:46.198: INFO @log_profile : T train: 31.397102 2021-05-07 20:10:46.198: INFO @log_profile : T read data: 0.518079 2021-05-07 20:10:46.198: INFO @log_profile : T hooks: 3.364321 2021-05-07 20:10:46.198: INFO @main_loop : Epoch 364 done 2021-05-07 20:10:46.198: INFO @main_loop : Training epoch 365 2021-05-07 20:11:17.592: INFO @log_variables: train loss nanmean: 1.672354 2021-05-07 20:11:17.592: INFO @log_variables: train age_loss mean: 9.522669 2021-05-07 20:11:17.592: INFO @log_variables: train gender_loss mean: 0.328358 2021-05-07 20:11:17.592: INFO @log_variables: train age_mae mean: 9.697939 2021-05-07 20:11:17.592: INFO @log_variables: train gender_accuracy mean: 0.854673 2021-05-07 20:11:17.593: INFO @log_variables: train gender_confidence/loss nanmean: 0.071591 2021-05-07 20:11:17.593: INFO @log_variables: train gender_confidence/accuracy mean: 0.755715 2021-05-07 20:11:17.593: INFO @log_variables: train age_confidence/loss mean: 0.055027 2021-05-07 20:11:17.593: INFO @log_variables: train age_confidence/accuracy mean: 0.683160 2021-05-07 20:11:17.593: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 20:11:17.595: INFO @metrics_hook: train age_mae: 9.698 +-0.155 (13824) 2021-05-07 20:11:17.596: INFO @metrics_hook: train gender_accuracy: 0.855 +-0.006 (13824) 2021-05-07 20:11:20.324: INFO @decay_lr : LR updated to `4.814435e-05` 2021-05-07 20:11:20.326: INFO @log_profile : T train: 30.350930 2021-05-07 20:11:20.326: INFO @log_profile : T read data: 0.380791 2021-05-07 20:11:20.326: INFO @log_profile : T hooks: 3.331040 2021-05-07 20:11:20.326: INFO @main_loop : Epoch 365 done 2021-05-07 20:11:20.326: INFO @main_loop : Training epoch 366 2021-05-07 20:11:52.631: INFO @log_variables: train loss nanmean: 1.683541 2021-05-07 20:11:52.631: INFO @log_variables: train age_loss mean: 9.480316 2021-05-07 20:11:52.631: INFO @log_variables: train gender_loss mean: 0.322878 2021-05-07 20:11:52.631: INFO @log_variables: train age_mae mean: 9.691533 2021-05-07 20:11:52.631: INFO @log_variables: train gender_accuracy mean: 0.856554 2021-05-07 20:11:52.631: INFO @log_variables: train gender_confidence/loss nanmean: 0.070032 2021-05-07 20:11:52.631: INFO @log_variables: train gender_confidence/accuracy mean: 0.764757 2021-05-07 20:11:52.631: INFO @log_variables: train age_confidence/loss mean: 0.054641 2021-05-07 20:11:52.631: INFO @log_variables: train age_confidence/accuracy mean: 0.690104 2021-05-07 20:11:52.632: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 20:11:52.634: INFO @metrics_hook: train age_mae: 9.692 +-0.156 (13824) 2021-05-07 20:11:52.636: INFO @metrics_hook: train gender_accuracy: 0.857 +-0.006 (13824) 2021-05-07 20:11:55.292: INFO @decay_lr : LR updated to `4.7903628e-05` 2021-05-07 20:11:55.294: INFO @log_profile : T train: 31.273810 2021-05-07 20:11:55.294: INFO @log_profile : T read data: 0.388265 2021-05-07 20:11:55.294: INFO @log_profile : T hooks: 3.241419 2021-05-07 20:11:55.294: INFO @main_loop : Epoch 366 done 2021-05-07 20:11:55.294: INFO @main_loop : Training epoch 367 2021-05-07 20:12:27.696: INFO @log_variables: train loss nanmean: 1.684693 2021-05-07 20:12:27.696: INFO @log_variables: train age_loss mean: 9.453835 2021-05-07 20:12:27.696: INFO @log_variables: train gender_loss mean: 0.338552 2021-05-07 20:12:27.696: INFO @log_variables: train age_mae mean: 9.667370 2021-05-07 20:12:27.696: INFO @log_variables: train gender_accuracy mean: 0.850945 2021-05-07 20:12:27.697: INFO @log_variables: train gender_confidence/loss nanmean: 0.071317 2021-05-07 20:12:27.697: INFO @log_variables: train gender_confidence/accuracy mean: 0.750054 2021-05-07 20:12:27.697: INFO @log_variables: train age_confidence/loss mean: 0.055404 2021-05-07 20:12:27.697: INFO @log_variables: train age_confidence/accuracy mean: 0.679076 2021-05-07 20:12:27.697: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 20:12:27.698: INFO @metrics_hook: train age_mae: 9.667 +-0.157 (13807) 2021-05-07 20:12:27.700: INFO @metrics_hook: train gender_accuracy: 0.851 +-0.006 (13807) 2021-05-07 20:12:30.446: INFO @decay_lr : LR updated to `4.766411e-05` 2021-05-07 20:12:30.448: INFO @log_profile : T train: 31.252477 2021-05-07 20:12:30.448: INFO @log_profile : T read data: 0.501393 2021-05-07 20:12:30.448: INFO @log_profile : T hooks: 3.333542 2021-05-07 20:12:30.448: INFO @main_loop : Epoch 367 done 2021-05-07 20:12:30.448: INFO @main_loop : Training epoch 368 2021-05-07 20:13:02.943: INFO @log_variables: train loss nanmean: 1.731742 2021-05-07 20:13:02.944: INFO @log_variables: train age_loss mean: 9.575060 2021-05-07 20:13:02.944: INFO @log_variables: train gender_loss mean: 0.328731 2021-05-07 20:13:02.944: INFO @log_variables: train age_mae mean: 9.727247 2021-05-07 20:13:02.944: INFO @log_variables: train gender_accuracy mean: 0.855107 2021-05-07 20:13:02.944: INFO @log_variables: train gender_confidence/loss nanmean: 0.071358 2021-05-07 20:13:02.944: INFO @log_variables: train gender_confidence/accuracy mean: 0.751230 2021-05-07 20:13:02.944: INFO @log_variables: train age_confidence/loss mean: 0.054470 2021-05-07 20:13:02.944: INFO @log_variables: train age_confidence/accuracy mean: 0.691840 2021-05-07 20:13:02.944: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 20:13:02.946: INFO @metrics_hook: train age_mae: 9.727 +-0.155 (13824) 2021-05-07 20:13:02.947: INFO @metrics_hook: train gender_accuracy: 0.855 +-0.006 (13824) 2021-05-07 20:13:05.710: INFO @decay_lr : LR updated to `4.742579e-05` 2021-05-07 20:13:05.711: INFO @log_profile : T train: 31.454330 2021-05-07 20:13:05.711: INFO @log_profile : T read data: 0.384482 2021-05-07 20:13:05.711: INFO @log_profile : T hooks: 3.359012 2021-05-07 20:13:05.711: INFO @main_loop : Epoch 368 done 2021-05-07 20:13:05.711: INFO @main_loop : Training epoch 369 2021-05-07 20:13:37.957: INFO @log_variables: train loss nanmean: 1.707009 2021-05-07 20:13:37.958: INFO @log_variables: train age_loss mean: 9.575862 2021-05-07 20:13:37.958: INFO @log_variables: train gender_loss mean: 0.336769 2021-05-07 20:13:37.958: INFO @log_variables: train age_mae mean: 9.743423 2021-05-07 20:13:37.958: INFO @log_variables: train gender_accuracy mean: 0.855107 2021-05-07 20:13:37.958: INFO @log_variables: train gender_confidence/loss nanmean: 0.073140 2021-05-07 20:13:37.958: INFO @log_variables: train gender_confidence/accuracy mean: 0.749060 2021-05-07 20:13:37.958: INFO @log_variables: train age_confidence/loss mean: 0.054228 2021-05-07 20:13:37.958: INFO @log_variables: train age_confidence/accuracy mean: 0.688151 2021-05-07 20:13:37.958: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 20:13:37.960: INFO @metrics_hook: train age_mae: 9.743 +-0.156 (13824) 2021-05-07 20:13:37.965: INFO @metrics_hook: train gender_accuracy: 0.855 +-0.006 (13824) 2021-05-07 20:13:40.662: INFO @decay_lr : LR updated to `4.718866e-05` 2021-05-07 20:13:40.665: INFO @log_profile : T train: 31.213781 2021-05-07 20:13:40.665: INFO @log_profile : T read data: 0.376350 2021-05-07 20:13:40.665: INFO @log_profile : T hooks: 3.300286 2021-05-07 20:13:40.665: INFO @main_loop : Epoch 369 done 2021-05-07 20:13:40.665: INFO @main_loop : Training epoch 370 2021-05-07 20:14:12.721: INFO @log_variables: train loss nanmean: 1.671233 2021-05-07 20:14:12.724: INFO @log_variables: train age_loss mean: 9.593254 2021-05-07 20:14:12.724: INFO @log_variables: train gender_loss mean: 0.326575 2021-05-07 20:14:12.724: INFO @log_variables: train age_mae mean: 9.774092 2021-05-07 20:14:12.724: INFO @log_variables: train gender_accuracy mean: 0.855830 2021-05-07 20:14:12.724: INFO @log_variables: train gender_confidence/loss nanmean: 0.070934 2021-05-07 20:14:12.724: INFO @log_variables: train gender_confidence/accuracy mean: 0.755498 2021-05-07 20:14:12.724: INFO @log_variables: train age_confidence/loss mean: 0.054559 2021-05-07 20:14:12.725: INFO @log_variables: train age_confidence/accuracy mean: 0.692419 2021-05-07 20:14:12.725: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 20:14:12.727: INFO @metrics_hook: train age_mae: 9.774 +-0.158 (13824) 2021-05-07 20:14:12.728: INFO @metrics_hook: train gender_accuracy: 0.856 +-0.006 (13824) 2021-05-07 20:14:15.492: INFO @decay_lr : LR updated to `4.6952715e-05` 2021-05-07 20:14:15.494: INFO @log_profile : T train: 31.062831 2021-05-07 20:14:15.494: INFO @log_profile : T read data: 0.363791 2021-05-07 20:14:15.494: INFO @log_profile : T hooks: 3.339475 2021-05-07 20:14:15.494: INFO @main_loop : Epoch 370 done 2021-05-07 20:14:15.495: INFO @main_loop : Training epoch 371 2021-05-07 20:14:48.002: INFO @log_variables: train loss nanmean: 1.635932 2021-05-07 20:14:48.002: INFO @log_variables: train age_loss mean: 9.275868 2021-05-07 20:14:48.002: INFO @log_variables: train gender_loss mean: 0.321978 2021-05-07 20:14:48.002: INFO @log_variables: train age_mae mean: 9.518489 2021-05-07 20:14:48.002: INFO @log_variables: train gender_accuracy mean: 0.857391 2021-05-07 20:14:48.003: INFO @log_variables: train gender_confidence/loss nanmean: 0.070497 2021-05-07 20:14:48.003: INFO @log_variables: train gender_confidence/accuracy mean: 0.759760 2021-05-07 20:14:48.003: INFO @log_variables: train age_confidence/loss mean: 0.055222 2021-05-07 20:14:48.003: INFO @log_variables: train age_confidence/accuracy mean: 0.684073 2021-05-07 20:14:48.003: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 20:14:48.005: INFO @metrics_hook: train age_mae: 9.518 +-0.155 (13807) 2021-05-07 20:14:48.007: INFO @metrics_hook: train gender_accuracy: 0.857 +-0.006 (13807) 2021-05-07 20:14:50.742: INFO @decay_lr : LR updated to `4.6717953e-05` 2021-05-07 20:14:50.744: INFO @log_profile : T train: 31.337431 2021-05-07 20:14:50.744: INFO @log_profile : T read data: 0.516111 2021-05-07 20:14:50.744: INFO @log_profile : T hooks: 3.328910 2021-05-07 20:14:50.744: INFO @main_loop : Epoch 371 done 2021-05-07 20:14:50.744: INFO @main_loop : Training epoch 372 2021-05-07 20:15:22.994: INFO @log_variables: train loss nanmean: 1.670195 2021-05-07 20:15:22.994: INFO @log_variables: train age_loss mean: 9.472004 2021-05-07 20:15:22.994: INFO @log_variables: train gender_loss mean: 0.322114 2021-05-07 20:15:22.994: INFO @log_variables: train age_mae mean: 9.661273 2021-05-07 20:15:22.994: INFO @log_variables: train gender_accuracy mean: 0.856916 2021-05-07 20:15:22.994: INFO @log_variables: train gender_confidence/loss nanmean: 0.069885 2021-05-07 20:15:22.995: INFO @log_variables: train gender_confidence/accuracy mean: 0.761212 2021-05-07 20:15:22.995: INFO @log_variables: train age_confidence/loss mean: 0.054460 2021-05-07 20:15:22.995: INFO @log_variables: train age_confidence/accuracy mean: 0.690900 2021-05-07 20:15:22.995: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 20:15:22.996: INFO @metrics_hook: train age_mae: 9.661 +-0.154 (13824) 2021-05-07 20:15:22.998: INFO @metrics_hook: train gender_accuracy: 0.857 +-0.006 (13824) 2021-05-07 20:15:25.834: INFO @decay_lr : LR updated to `4.648436e-05` 2021-05-07 20:15:25.836: INFO @log_profile : T train: 31.218871 2021-05-07 20:15:25.836: INFO @log_profile : T read data: 0.380312 2021-05-07 20:15:25.836: INFO @log_profile : T hooks: 3.427652 2021-05-07 20:15:25.836: INFO @main_loop : Epoch 372 done 2021-05-07 20:15:25.836: INFO @main_loop : Training epoch 373 2021-05-07 20:15:58.301: INFO @log_variables: train loss nanmean: 1.680813 2021-05-07 20:15:58.301: INFO @log_variables: train age_loss mean: 9.461329 2021-05-07 20:15:58.301: INFO @log_variables: train gender_loss mean: 0.328306 2021-05-07 20:15:58.301: INFO @log_variables: train age_mae mean: 9.647395 2021-05-07 20:15:58.302: INFO @log_variables: train gender_accuracy mean: 0.858435 2021-05-07 20:15:58.302: INFO @log_variables: train gender_confidence/loss nanmean: 0.071621 2021-05-07 20:15:58.302: INFO @log_variables: train gender_confidence/accuracy mean: 0.757668 2021-05-07 20:15:58.302: INFO @log_variables: train age_confidence/loss mean: 0.054652 2021-05-07 20:15:58.302: INFO @log_variables: train age_confidence/accuracy mean: 0.689091 2021-05-07 20:15:58.302: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 20:15:58.304: INFO @metrics_hook: train age_mae: 9.647 +-0.155 (13824) 2021-05-07 20:15:58.306: INFO @metrics_hook: train gender_accuracy: 0.858 +-0.006 (13824) 2021-05-07 20:16:01.037: INFO @decay_lr : LR updated to `4.625194e-05` 2021-05-07 20:16:01.038: INFO @log_profile : T train: 31.441747 2021-05-07 20:16:01.038: INFO @log_profile : T read data: 0.381948 2021-05-07 20:16:01.038: INFO @log_profile : T hooks: 3.313831 2021-05-07 20:16:01.038: INFO @main_loop : Epoch 373 done 2021-05-07 20:16:01.038: INFO @main_loop : Training epoch 374 2021-05-07 20:16:33.610: INFO @log_variables: train loss nanmean: 1.636500 2021-05-07 20:16:33.610: INFO @log_variables: train age_loss mean: 9.332711 2021-05-07 20:16:33.611: INFO @log_variables: train gender_loss mean: 0.323522 2021-05-07 20:16:33.611: INFO @log_variables: train age_mae mean: 9.541434 2021-05-07 20:16:33.611: INFO @log_variables: train gender_accuracy mean: 0.855436 2021-05-07 20:16:33.611: INFO @log_variables: train gender_confidence/loss nanmean: 0.069446 2021-05-07 20:16:33.611: INFO @log_variables: train gender_confidence/accuracy mean: 0.761643 2021-05-07 20:16:33.611: INFO @log_variables: train age_confidence/loss mean: 0.054763 2021-05-07 20:16:33.611: INFO @log_variables: train age_confidence/accuracy mean: 0.689795 2021-05-07 20:16:33.611: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 20:16:33.613: INFO @metrics_hook: train age_mae: 9.541 +-0.153 (13807) 2021-05-07 20:16:33.616: INFO @metrics_hook: train gender_accuracy: 0.855 +-0.006 (13807) 2021-05-07 20:16:36.303: INFO @decay_lr : LR updated to `4.602068e-05` 2021-05-07 20:16:36.305: INFO @log_profile : T train: 31.427374 2021-05-07 20:16:36.305: INFO @log_profile : T read data: 0.509668 2021-05-07 20:16:36.306: INFO @log_profile : T hooks: 3.266133 2021-05-07 20:16:36.306: INFO @main_loop : Epoch 374 done 2021-05-07 20:16:36.306: INFO @main_loop : Training epoch 375 2021-05-07 20:17:08.571: INFO @log_variables: train loss nanmean: 1.667297 2021-05-07 20:17:08.572: INFO @log_variables: train age_loss mean: 9.337714 2021-05-07 20:17:08.572: INFO @log_variables: train gender_loss mean: 0.321571 2021-05-07 20:17:08.572: INFO @log_variables: train age_mae mean: 9.537450 2021-05-07 20:17:08.572: INFO @log_variables: train gender_accuracy mean: 0.857567 2021-05-07 20:17:08.572: INFO @log_variables: train gender_confidence/loss nanmean: 0.070514 2021-05-07 20:17:08.572: INFO @log_variables: train gender_confidence/accuracy mean: 0.762949 2021-05-07 20:17:08.572: INFO @log_variables: train age_confidence/loss mean: 0.054814 2021-05-07 20:17:08.572: INFO @log_variables: train age_confidence/accuracy mean: 0.687645 2021-05-07 20:17:08.572: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 20:17:08.574: INFO @metrics_hook: train age_mae: 9.537 +-0.153 (13824) 2021-05-07 20:17:08.576: INFO @metrics_hook: train gender_accuracy: 0.858 +-0.006 (13824) 2021-05-07 20:17:11.323: INFO @decay_lr : LR updated to `4.5790577e-05` 2021-05-07 20:17:11.324: INFO @log_profile : T train: 31.220090 2021-05-07 20:17:11.324: INFO @log_profile : T read data: 0.386046 2021-05-07 20:17:11.324: INFO @log_profile : T hooks: 3.345012 2021-05-07 20:17:11.324: INFO @main_loop : Epoch 375 done 2021-05-07 20:17:11.324: INFO @main_loop : Training epoch 376 2021-05-07 20:17:43.841: INFO @log_variables: train loss nanmean: 1.664468 2021-05-07 20:17:43.842: INFO @log_variables: train age_loss mean: 9.558785 2021-05-07 20:17:43.842: INFO @log_variables: train gender_loss mean: 0.315966 2021-05-07 20:17:43.842: INFO @log_variables: train age_mae mean: 9.742218 2021-05-07 20:17:43.842: INFO @log_variables: train gender_accuracy mean: 0.860822 2021-05-07 20:17:43.842: INFO @log_variables: train gender_confidence/loss nanmean: 0.070363 2021-05-07 20:17:43.842: INFO @log_variables: train gender_confidence/accuracy mean: 0.760055 2021-05-07 20:17:43.842: INFO @log_variables: train age_confidence/loss mean: 0.054516 2021-05-07 20:17:43.842: INFO @log_variables: train age_confidence/accuracy mean: 0.689598 2021-05-07 20:17:43.842: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 20:17:43.843: INFO @metrics_hook: train age_mae: 9.742 +-0.156 (13824) 2021-05-07 20:17:43.845: INFO @metrics_hook: train gender_accuracy: 0.861 +-0.006 (13824) 2021-05-07 20:17:46.662: INFO @decay_lr : LR updated to `4.5561625e-05` 2021-05-07 20:17:46.663: INFO @log_profile : T train: 31.495379 2021-05-07 20:17:46.663: INFO @log_profile : T read data: 0.383387 2021-05-07 20:17:46.664: INFO @log_profile : T hooks: 3.394162 2021-05-07 20:17:46.664: INFO @main_loop : Epoch 376 done 2021-05-07 20:17:46.664: INFO @main_loop : Training epoch 377 2021-05-07 20:18:18.738: INFO @log_variables: train loss nanmean: 1.660747 2021-05-07 20:18:18.739: INFO @log_variables: train age_loss mean: 9.296185 2021-05-07 20:18:18.739: INFO @log_variables: train gender_loss mean: 0.331391 2021-05-07 20:18:18.739: INFO @log_variables: train age_mae mean: 9.529494 2021-05-07 20:18:18.739: INFO @log_variables: train gender_accuracy mean: 0.854167 2021-05-07 20:18:18.739: INFO @log_variables: train gender_confidence/loss nanmean: 0.070551 2021-05-07 20:18:18.739: INFO @log_variables: train gender_confidence/accuracy mean: 0.758681 2021-05-07 20:18:18.739: INFO @log_variables: train age_confidence/loss mean: 0.055114 2021-05-07 20:18:18.739: INFO @log_variables: train age_confidence/accuracy mean: 0.683087 2021-05-07 20:18:18.739: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 20:18:18.741: INFO @metrics_hook: train age_mae: 9.529 +-0.153 (13824) 2021-05-07 20:18:18.743: INFO @metrics_hook: train gender_accuracy: 0.854 +-0.006 (13824) 2021-05-07 20:18:21.523: INFO @decay_lr : LR updated to `4.5333818e-05` 2021-05-07 20:18:21.525: INFO @log_profile : T train: 31.049384 2021-05-07 20:18:21.525: INFO @log_profile : T read data: 0.378313 2021-05-07 20:18:21.525: INFO @log_profile : T hooks: 3.368417 2021-05-07 20:18:21.525: INFO @main_loop : Epoch 377 done 2021-05-07 20:18:21.525: INFO @main_loop : Training epoch 378 2021-05-07 20:18:53.799: INFO @log_variables: train loss nanmean: 1.682740 2021-05-07 20:18:53.800: INFO @log_variables: train age_loss mean: 9.530402 2021-05-07 20:18:53.800: INFO @log_variables: train gender_loss mean: 0.322922 2021-05-07 20:18:53.800: INFO @log_variables: train age_mae mean: 9.704582 2021-05-07 20:18:53.800: INFO @log_variables: train gender_accuracy mean: 0.855508 2021-05-07 20:18:53.800: INFO @log_variables: train gender_confidence/loss nanmean: 0.069402 2021-05-07 20:18:53.800: INFO @log_variables: train gender_confidence/accuracy mean: 0.761136 2021-05-07 20:18:53.800: INFO @log_variables: train age_confidence/loss mean: 0.054826 2021-05-07 20:18:53.800: INFO @log_variables: train age_confidence/accuracy mean: 0.686391 2021-05-07 20:18:53.800: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 20:18:53.802: INFO @metrics_hook: train age_mae: 9.705 +-0.155 (13807) 2021-05-07 20:18:53.803: INFO @metrics_hook: train gender_accuracy: 0.856 +-0.006 (13807) 2021-05-07 20:18:56.606: INFO @decay_lr : LR updated to `4.510715e-05` 2021-05-07 20:18:56.607: INFO @log_profile : T train: 31.107213 2021-05-07 20:18:56.607: INFO @log_profile : T read data: 0.521370 2021-05-07 20:18:56.607: INFO @log_profile : T hooks: 3.387278 2021-05-07 20:18:56.607: INFO @main_loop : Epoch 378 done 2021-05-07 20:18:56.607: INFO @main_loop : Training epoch 379 2021-05-07 20:19:28.952: INFO @log_variables: train loss nanmean: 1.646040 2021-05-07 20:19:28.952: INFO @log_variables: train age_loss mean: 9.412560 2021-05-07 20:19:28.952: INFO @log_variables: train gender_loss mean: 0.324580 2021-05-07 20:19:28.952: INFO @log_variables: train age_mae mean: 9.602423 2021-05-07 20:19:28.952: INFO @log_variables: train gender_accuracy mean: 0.855613 2021-05-07 20:19:28.952: INFO @log_variables: train gender_confidence/loss nanmean: 0.069932 2021-05-07 20:19:28.952: INFO @log_variables: train gender_confidence/accuracy mean: 0.758536 2021-05-07 20:19:28.953: INFO @log_variables: train age_confidence/loss mean: 0.054733 2021-05-07 20:19:28.953: INFO @log_variables: train age_confidence/accuracy mean: 0.689670 2021-05-07 20:19:28.953: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 20:19:28.955: INFO @metrics_hook: train age_mae: 9.602 +-0.154 (13824) 2021-05-07 20:19:28.956: INFO @metrics_hook: train gender_accuracy: 0.856 +-0.006 (13824) 2021-05-07 20:19:31.696: INFO @decay_lr : LR updated to `4.4881614e-05` 2021-05-07 20:19:31.698: INFO @log_profile : T train: 31.311843 2021-05-07 20:19:31.699: INFO @log_profile : T read data: 0.379472 2021-05-07 20:19:31.699: INFO @log_profile : T hooks: 3.334422 2021-05-07 20:19:31.699: INFO @main_loop : Epoch 379 done 2021-05-07 20:19:31.699: INFO @main_loop : Training epoch 380 2021-05-07 20:20:03.927: INFO @log_variables: train loss nanmean: 1.629501 2021-05-07 20:20:03.927: INFO @log_variables: train age_loss mean: 9.340503 2021-05-07 20:20:03.927: INFO @log_variables: train gender_loss mean: 0.319248 2021-05-07 20:20:03.928: INFO @log_variables: train age_mae mean: 9.562617 2021-05-07 20:20:03.928: INFO @log_variables: train gender_accuracy mean: 0.860966 2021-05-07 20:20:03.928: INFO @log_variables: train gender_confidence/loss nanmean: 0.070756 2021-05-07 20:20:03.928: INFO @log_variables: train gender_confidence/accuracy mean: 0.761140 2021-05-07 20:20:03.929: INFO @log_variables: train age_confidence/loss mean: 0.055124 2021-05-07 20:20:03.929: INFO @log_variables: train age_confidence/accuracy mean: 0.683232 2021-05-07 20:20:03.929: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 20:20:03.938: INFO @metrics_hook: train age_mae: 9.563 +-0.154 (13824) 2021-05-07 20:20:03.941: INFO @metrics_hook: train gender_accuracy: 0.861 +-0.006 (13824) 2021-05-07 20:20:06.720: INFO @decay_lr : LR updated to `4.4657205e-05` 2021-05-07 20:20:06.722: INFO @log_profile : T train: 31.196909 2021-05-07 20:20:06.722: INFO @log_profile : T read data: 0.374574 2021-05-07 20:20:06.722: INFO @log_profile : T hooks: 3.386695 2021-05-07 20:20:06.722: INFO @main_loop : Epoch 380 done 2021-05-07 20:20:06.722: INFO @main_loop : Training epoch 381 2021-05-07 20:20:37.926: INFO @log_variables: train loss nanmean: 1.697025 2021-05-07 20:20:37.927: INFO @log_variables: train age_loss mean: 9.474567 2021-05-07 20:20:37.927: INFO @log_variables: train gender_loss mean: 0.333644 2021-05-07 20:20:37.927: INFO @log_variables: train age_mae mean: 9.681026 2021-05-07 20:20:37.927: INFO @log_variables: train gender_accuracy mean: 0.854567 2021-05-07 20:20:37.927: INFO @log_variables: train gender_confidence/loss nanmean: 0.071258 2021-05-07 20:20:37.927: INFO @log_variables: train gender_confidence/accuracy mean: 0.747012 2021-05-07 20:20:37.927: INFO @log_variables: train age_confidence/loss mean: 0.054486 2021-05-07 20:20:37.927: INFO @log_variables: train age_confidence/accuracy mean: 0.693127 2021-05-07 20:20:37.927: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 20:20:37.929: INFO @metrics_hook: train age_mae: 9.681 +-0.155 (13807) 2021-05-07 20:20:37.931: INFO @metrics_hook: train gender_accuracy: 0.855 +-0.006 (13807) 2021-05-07 20:20:40.697: INFO @decay_lr : LR updated to `4.443392e-05` 2021-05-07 20:20:40.700: INFO @log_profile : T train: 29.999146 2021-05-07 20:20:40.701: INFO @log_profile : T read data: 0.529816 2021-05-07 20:20:40.702: INFO @log_profile : T hooks: 3.381401 2021-05-07 20:20:40.702: INFO @main_loop : Epoch 381 done 2021-05-07 20:20:40.702: INFO @main_loop : Training epoch 382 2021-05-07 20:21:13.015: INFO @log_variables: train loss nanmean: 1.689371 2021-05-07 20:21:13.015: INFO @log_variables: train age_loss mean: 9.520341 2021-05-07 20:21:13.015: INFO @log_variables: train gender_loss mean: 0.326481 2021-05-07 20:21:13.015: INFO @log_variables: train age_mae mean: 9.709390 2021-05-07 20:21:13.015: INFO @log_variables: train gender_accuracy mean: 0.859086 2021-05-07 20:21:13.015: INFO @log_variables: train gender_confidence/loss nanmean: 0.072331 2021-05-07 20:21:13.016: INFO @log_variables: train gender_confidence/accuracy mean: 0.755136 2021-05-07 20:21:13.016: INFO @log_variables: train age_confidence/loss mean: 0.054224 2021-05-07 20:21:13.016: INFO @log_variables: train age_confidence/accuracy mean: 0.693142 2021-05-07 20:21:13.016: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 20:21:13.018: INFO @metrics_hook: train age_mae: 9.709 +-0.156 (13824) 2021-05-07 20:21:13.020: INFO @metrics_hook: train gender_accuracy: 0.859 +-0.006 (13824) 2021-05-07 20:21:15.713: INFO @decay_lr : LR updated to `4.421175e-05` 2021-05-07 20:21:15.715: INFO @log_profile : T train: 31.289031 2021-05-07 20:21:15.715: INFO @log_profile : T read data: 0.378740 2021-05-07 20:21:15.715: INFO @log_profile : T hooks: 3.277739 2021-05-07 20:21:15.715: INFO @main_loop : Epoch 382 done 2021-05-07 20:21:15.715: INFO @main_loop : Training epoch 383 2021-05-07 20:21:47.952: INFO @log_variables: train loss nanmean: 1.698466 2021-05-07 20:21:47.953: INFO @log_variables: train age_loss mean: 9.478338 2021-05-07 20:21:47.953: INFO @log_variables: train gender_loss mean: 0.333713 2021-05-07 20:21:47.953: INFO @log_variables: train age_mae mean: 9.671911 2021-05-07 20:21:47.953: INFO @log_variables: train gender_accuracy mean: 0.853443 2021-05-07 20:21:47.953: INFO @log_variables: train gender_confidence/loss nanmean: 0.071700 2021-05-07 20:21:47.953: INFO @log_variables: train gender_confidence/accuracy mean: 0.743417 2021-05-07 20:21:47.953: INFO @log_variables: train age_confidence/loss mean: 0.054325 2021-05-07 20:21:47.953: INFO @log_variables: train age_confidence/accuracy mean: 0.688079 2021-05-07 20:21:47.953: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 20:21:47.955: INFO @metrics_hook: train age_mae: 9.672 +-0.151 (13824) 2021-05-07 20:21:47.956: INFO @metrics_hook: train gender_accuracy: 0.853 +-0.006 (13824) 2021-05-07 20:21:50.716: INFO @decay_lr : LR updated to `4.399069e-05` 2021-05-07 20:21:50.718: INFO @log_profile : T train: 31.217018 2021-05-07 20:21:50.718: INFO @log_profile : T read data: 0.386145 2021-05-07 20:21:50.718: INFO @log_profile : T hooks: 3.336256 2021-05-07 20:21:50.718: INFO @main_loop : Epoch 383 done 2021-05-07 20:21:50.718: INFO @main_loop : Training epoch 384 2021-05-07 20:22:23.095: INFO @log_variables: train loss nanmean: 1.652695 2021-05-07 20:22:23.095: INFO @log_variables: train age_loss mean: 9.520492 2021-05-07 20:22:23.095: INFO @log_variables: train gender_loss mean: 0.320587 2021-05-07 20:22:23.095: INFO @log_variables: train age_mae mean: 9.717875 2021-05-07 20:22:23.095: INFO @log_variables: train gender_accuracy mean: 0.858767 2021-05-07 20:22:23.095: INFO @log_variables: train gender_confidence/loss nanmean: 0.070692 2021-05-07 20:22:23.095: INFO @log_variables: train gender_confidence/accuracy mean: 0.763236 2021-05-07 20:22:23.095: INFO @log_variables: train age_confidence/loss mean: 0.054204 2021-05-07 20:22:23.096: INFO @log_variables: train age_confidence/accuracy mean: 0.694648 2021-05-07 20:22:23.096: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 20:22:23.097: INFO @metrics_hook: train age_mae: 9.718 +-0.156 (13807) 2021-05-07 20:22:23.098: INFO @metrics_hook: train gender_accuracy: 0.859 +-0.006 (13807) 2021-05-07 20:22:25.939: INFO @decay_lr : LR updated to `4.377074e-05` 2021-05-07 20:22:25.940: INFO @log_profile : T train: 31.231668 2021-05-07 20:22:25.941: INFO @log_profile : T read data: 0.496657 2021-05-07 20:22:25.941: INFO @log_profile : T hooks: 3.430279 2021-05-07 20:22:25.941: INFO @main_loop : Epoch 384 done 2021-05-07 20:22:25.941: INFO @main_loop : Training epoch 385 2021-05-07 20:22:58.296: INFO @log_variables: train loss nanmean: 1.675022 2021-05-07 20:22:58.296: INFO @log_variables: train age_loss mean: 9.357536 2021-05-07 20:22:58.297: INFO @log_variables: train gender_loss mean: 0.326199 2021-05-07 20:22:58.297: INFO @log_variables: train age_mae mean: 9.559509 2021-05-07 20:22:58.297: INFO @log_variables: train gender_accuracy mean: 0.860388 2021-05-07 20:22:58.297: INFO @log_variables: train gender_confidence/loss nanmean: 0.071760 2021-05-07 20:22:58.297: INFO @log_variables: train gender_confidence/accuracy mean: 0.751374 2021-05-07 20:22:58.297: INFO @log_variables: train age_confidence/loss mean: 0.054248 2021-05-07 20:22:58.297: INFO @log_variables: train age_confidence/accuracy mean: 0.694372 2021-05-07 20:22:58.297: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 20:22:58.299: INFO @metrics_hook: train age_mae: 9.560 +-0.152 (13824) 2021-05-07 20:22:58.301: INFO @metrics_hook: train gender_accuracy: 0.860 +-0.006 (13824) 2021-05-07 20:23:01.064: INFO @decay_lr : LR updated to `4.3551885e-05` 2021-05-07 20:23:01.066: INFO @log_profile : T train: 31.294429 2021-05-07 20:23:01.066: INFO @log_profile : T read data: 0.392545 2021-05-07 20:23:01.066: INFO @log_profile : T hooks: 3.371385 2021-05-07 20:23:01.066: INFO @main_loop : Epoch 385 done 2021-05-07 20:23:01.066: INFO @main_loop : Training epoch 386 2021-05-07 20:23:33.199: INFO @log_variables: train loss nanmean: 1.691425 2021-05-07 20:23:33.199: INFO @log_variables: train age_loss mean: 9.553343 2021-05-07 20:23:33.199: INFO @log_variables: train gender_loss mean: 0.322394 2021-05-07 20:23:33.199: INFO @log_variables: train age_mae mean: 9.718962 2021-05-07 20:23:33.200: INFO @log_variables: train gender_accuracy mean: 0.859230 2021-05-07 20:23:33.200: INFO @log_variables: train gender_confidence/loss nanmean: 0.071076 2021-05-07 20:23:33.200: INFO @log_variables: train gender_confidence/accuracy mean: 0.758753 2021-05-07 20:23:33.200: INFO @log_variables: train age_confidence/loss mean: 0.053784 2021-05-07 20:23:33.200: INFO @log_variables: train age_confidence/accuracy mean: 0.699219 2021-05-07 20:23:33.200: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 20:23:33.202: INFO @metrics_hook: train age_mae: 9.719 +-0.153 (13824) 2021-05-07 20:23:33.204: INFO @metrics_hook: train gender_accuracy: 0.859 +-0.006 (13824) 2021-05-07 20:23:35.966: INFO @decay_lr : LR updated to `4.3334127e-05` 2021-05-07 20:23:35.968: INFO @log_profile : T train: 31.084242 2021-05-07 20:23:35.968: INFO @log_profile : T read data: 0.391657 2021-05-07 20:23:35.968: INFO @log_profile : T hooks: 3.358395 2021-05-07 20:23:35.968: INFO @main_loop : Epoch 386 done 2021-05-07 20:23:35.968: INFO @main_loop : Training epoch 387 2021-05-07 20:24:08.064: INFO @log_variables: train loss nanmean: 1.667222 2021-05-07 20:24:08.067: INFO @log_variables: train age_loss mean: 9.539181 2021-05-07 20:24:08.067: INFO @log_variables: train gender_loss mean: 0.327211 2021-05-07 20:24:08.067: INFO @log_variables: train age_mae mean: 9.721623 2021-05-07 20:24:08.067: INFO @log_variables: train gender_accuracy mean: 0.856771 2021-05-07 20:24:08.067: INFO @log_variables: train gender_confidence/loss nanmean: 0.070799 2021-05-07 20:24:08.067: INFO @log_variables: train gender_confidence/accuracy mean: 0.758464 2021-05-07 20:24:08.068: INFO @log_variables: train age_confidence/loss mean: 0.054396 2021-05-07 20:24:08.068: INFO @log_variables: train age_confidence/accuracy mean: 0.694083 2021-05-07 20:24:08.068: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 20:24:08.069: INFO @metrics_hook: train age_mae: 9.722 +-0.157 (13824) 2021-05-07 20:24:08.071: INFO @metrics_hook: train gender_accuracy: 0.857 +-0.006 (13824) 2021-05-07 20:24:10.818: INFO @decay_lr : LR updated to `4.3117456e-05` 2021-05-07 20:24:10.820: INFO @log_profile : T train: 31.033323 2021-05-07 20:24:10.820: INFO @log_profile : T read data: 0.393435 2021-05-07 20:24:10.820: INFO @log_profile : T hooks: 3.358165 2021-05-07 20:24:10.820: INFO @main_loop : Epoch 387 done 2021-05-07 20:24:10.820: INFO @main_loop : Training epoch 388 2021-05-07 20:24:43.187: INFO @log_variables: train loss nanmean: 1.645182 2021-05-07 20:24:43.187: INFO @log_variables: train age_loss mean: 9.446968 2021-05-07 20:24:43.188: INFO @log_variables: train gender_loss mean: 0.323454 2021-05-07 20:24:43.188: INFO @log_variables: train age_mae mean: 9.633620 2021-05-07 20:24:43.188: INFO @log_variables: train gender_accuracy mean: 0.853697 2021-05-07 20:24:43.188: INFO @log_variables: train gender_confidence/loss nanmean: 0.069199 2021-05-07 20:24:43.188: INFO @log_variables: train gender_confidence/accuracy mean: 0.758456 2021-05-07 20:24:43.189: INFO @log_variables: train age_confidence/loss mean: 0.054666 2021-05-07 20:24:43.189: INFO @log_variables: train age_confidence/accuracy mean: 0.689143 2021-05-07 20:24:43.189: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 20:24:43.193: INFO @metrics_hook: train age_mae: 9.634 +-0.154 (13807) 2021-05-07 20:24:43.196: INFO @metrics_hook: train gender_accuracy: 0.854 +-0.006 (13807) 2021-05-07 20:24:45.895: INFO @decay_lr : LR updated to `4.290187e-05` 2021-05-07 20:24:45.896: INFO @log_profile : T train: 31.234348 2021-05-07 20:24:45.897: INFO @log_profile : T read data: 0.510852 2021-05-07 20:24:45.897: INFO @log_profile : T hooks: 3.266898 2021-05-07 20:24:45.897: INFO @main_loop : Epoch 388 done 2021-05-07 20:24:45.897: INFO @main_loop : Training epoch 389 2021-05-07 20:25:18.557: INFO @log_variables: train loss nanmean: 1.650039 2021-05-07 20:25:18.557: INFO @log_variables: train age_loss mean: 9.356831 2021-05-07 20:25:18.557: INFO @log_variables: train gender_loss mean: 0.321205 2021-05-07 20:25:18.558: INFO @log_variables: train age_mae mean: 9.580198 2021-05-07 20:25:18.558: INFO @log_variables: train gender_accuracy mean: 0.863860 2021-05-07 20:25:18.558: INFO @log_variables: train gender_confidence/loss nanmean: 0.070692 2021-05-07 20:25:18.558: INFO @log_variables: train gender_confidence/accuracy mean: 0.758536 2021-05-07 20:25:18.558: INFO @log_variables: train age_confidence/loss mean: 0.054646 2021-05-07 20:25:18.558: INFO @log_variables: train age_confidence/accuracy mean: 0.686777 2021-05-07 20:25:18.558: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 20:25:18.561: INFO @metrics_hook: train age_mae: 9.580 +-0.152 (13824) 2021-05-07 20:25:18.563: INFO @metrics_hook: train gender_accuracy: 0.864 +-0.006 (13824) 2021-05-07 20:25:21.363: INFO @decay_lr : LR updated to `4.268736e-05` 2021-05-07 20:25:21.365: INFO @log_profile : T train: 31.575693 2021-05-07 20:25:21.365: INFO @log_profile : T read data: 0.403285 2021-05-07 20:25:21.365: INFO @log_profile : T hooks: 3.422971 2021-05-07 20:25:21.365: INFO @main_loop : Epoch 389 done 2021-05-07 20:25:21.365: INFO @main_loop : Training epoch 390 2021-05-07 20:25:53.640: INFO @log_variables: train loss nanmean: 1.612367 2021-05-07 20:25:53.640: INFO @log_variables: train age_loss mean: 9.365637 2021-05-07 20:25:53.640: INFO @log_variables: train gender_loss mean: 0.331938 2021-05-07 20:25:53.640: INFO @log_variables: train age_mae mean: 9.598286 2021-05-07 20:25:53.640: INFO @log_variables: train gender_accuracy mean: 0.852999 2021-05-07 20:25:53.640: INFO @log_variables: train gender_confidence/loss nanmean: 0.071279 2021-05-07 20:25:53.640: INFO @log_variables: train gender_confidence/accuracy mean: 0.761050 2021-05-07 20:25:53.640: INFO @log_variables: train age_confidence/loss mean: 0.054691 2021-05-07 20:25:53.641: INFO @log_variables: train age_confidence/accuracy mean: 0.687911 2021-05-07 20:25:53.641: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 20:25:53.643: INFO @metrics_hook: train age_mae: 9.598 +-0.155 (13823) 2021-05-07 20:25:53.645: INFO @metrics_hook: train gender_accuracy: 0.853 +-0.006 (13823) 2021-05-07 20:25:56.376: INFO @decay_lr : LR updated to `4.2473923e-05` 2021-05-07 20:25:56.378: INFO @log_profile : T train: 31.214346 2021-05-07 20:25:56.378: INFO @log_profile : T read data: 0.376070 2021-05-07 20:25:56.378: INFO @log_profile : T hooks: 3.353659 2021-05-07 20:25:56.378: INFO @main_loop : Epoch 390 done 2021-05-07 20:25:56.378: INFO @main_loop : Training epoch 391 2021-05-07 20:26:27.927: INFO @log_variables: train loss nanmean: 1.623721 2021-05-07 20:26:27.927: INFO @log_variables: train age_loss mean: 9.236428 2021-05-07 20:26:27.927: INFO @log_variables: train gender_loss mean: 0.330863 2021-05-07 20:26:27.927: INFO @log_variables: train age_mae mean: 9.458001 2021-05-07 20:26:27.927: INFO @log_variables: train gender_accuracy mean: 0.852901 2021-05-07 20:26:27.927: INFO @log_variables: train gender_confidence/loss nanmean: 0.070741 2021-05-07 20:26:27.928: INFO @log_variables: train gender_confidence/accuracy mean: 0.758818 2021-05-07 20:26:27.928: INFO @log_variables: train age_confidence/loss mean: 0.055031 2021-05-07 20:26:27.928: INFO @log_variables: train age_confidence/accuracy mean: 0.683856 2021-05-07 20:26:27.928: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 20:26:27.930: INFO @metrics_hook: train age_mae: 9.458 +-0.151 (13807) 2021-05-07 20:26:27.934: INFO @metrics_hook: train gender_accuracy: 0.853 +-0.006 (13807) 2021-05-07 20:26:30.613: INFO @decay_lr : LR updated to `4.2261552e-05` 2021-05-07 20:26:30.615: INFO @log_profile : T train: 30.373137 2021-05-07 20:26:30.615: INFO @log_profile : T read data: 0.521106 2021-05-07 20:26:30.615: INFO @log_profile : T hooks: 3.277595 2021-05-07 20:26:30.615: INFO @main_loop : Epoch 391 done 2021-05-07 20:26:30.615: INFO @main_loop : Training epoch 392 2021-05-07 20:27:03.071: INFO @log_variables: train loss nanmean: 1.645172 2021-05-07 20:27:03.072: INFO @log_variables: train age_loss mean: 9.508492 2021-05-07 20:27:03.072: INFO @log_variables: train gender_loss mean: 0.323566 2021-05-07 20:27:03.072: INFO @log_variables: train age_mae mean: 9.712327 2021-05-07 20:27:03.072: INFO @log_variables: train gender_accuracy mean: 0.856771 2021-05-07 20:27:03.072: INFO @log_variables: train gender_confidence/loss nanmean: 0.069799 2021-05-07 20:27:03.072: INFO @log_variables: train gender_confidence/accuracy mean: 0.762949 2021-05-07 20:27:03.072: INFO @log_variables: train age_confidence/loss mean: 0.054588 2021-05-07 20:27:03.072: INFO @log_variables: train age_confidence/accuracy mean: 0.688440 2021-05-07 20:27:03.072: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 20:27:03.074: INFO @metrics_hook: train age_mae: 9.712 +-0.156 (13824) 2021-05-07 20:27:03.076: INFO @metrics_hook: train gender_accuracy: 0.857 +-0.006 (13824) 2021-05-07 20:27:05.907: INFO @decay_lr : LR updated to `4.2050244e-05` 2021-05-07 20:27:05.909: INFO @log_profile : T train: 31.409943 2021-05-07 20:27:05.909: INFO @log_profile : T read data: 0.384745 2021-05-07 20:27:05.909: INFO @log_profile : T hooks: 3.434285 2021-05-07 20:27:05.909: INFO @main_loop : Epoch 392 done 2021-05-07 20:27:05.909: INFO @main_loop : Training epoch 393 2021-05-07 20:27:36.987: INFO @log_variables: train loss nanmean: 1.666840 2021-05-07 20:27:36.988: INFO @log_variables: train age_loss mean: 9.371061 2021-05-07 20:27:36.988: INFO @log_variables: train gender_loss mean: 0.324763 2021-05-07 20:27:36.988: INFO @log_variables: train age_mae mean: 9.583770 2021-05-07 20:27:36.988: INFO @log_variables: train gender_accuracy mean: 0.859230 2021-05-07 20:27:36.988: INFO @log_variables: train gender_confidence/loss nanmean: 0.070810 2021-05-07 20:27:36.988: INFO @log_variables: train gender_confidence/accuracy mean: 0.756944 2021-05-07 20:27:36.988: INFO @log_variables: train age_confidence/loss mean: 0.055411 2021-05-07 20:27:36.988: INFO @log_variables: train age_confidence/accuracy mean: 0.681713 2021-05-07 20:27:36.988: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 20:27:36.990: INFO @metrics_hook: train age_mae: 9.584 +-0.152 (13824) 2021-05-07 20:27:36.991: INFO @metrics_hook: train gender_accuracy: 0.859 +-0.006 (13824) 2021-05-07 20:27:39.832: INFO @decay_lr : LR updated to `4.1839994e-05` 2021-05-07 20:27:39.834: INFO @log_profile : T train: 30.036071 2021-05-07 20:27:39.834: INFO @log_profile : T read data: 0.370553 2021-05-07 20:27:39.834: INFO @log_profile : T hooks: 3.452858 2021-05-07 20:27:39.834: INFO @main_loop : Epoch 393 done 2021-05-07 20:27:39.834: INFO @main_loop : Training epoch 394 2021-05-07 20:28:12.444: INFO @log_variables: train loss nanmean: 1.658781 2021-05-07 20:28:12.446: INFO @log_variables: train age_loss mean: 9.330699 2021-05-07 20:28:12.446: INFO @log_variables: train gender_loss mean: 0.321392 2021-05-07 20:28:12.446: INFO @log_variables: train age_mae mean: 9.538434 2021-05-07 20:28:12.446: INFO @log_variables: train gender_accuracy mean: 0.861907 2021-05-07 20:28:12.446: INFO @log_variables: train gender_confidence/loss nanmean: 0.071657 2021-05-07 20:28:12.446: INFO @log_variables: train gender_confidence/accuracy mean: 0.754774 2021-05-07 20:28:12.446: INFO @log_variables: train age_confidence/loss mean: 0.054322 2021-05-07 20:28:12.446: INFO @log_variables: train age_confidence/accuracy mean: 0.693721 2021-05-07 20:28:12.446: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 20:28:12.449: INFO @metrics_hook: train age_mae: 9.538 +-0.151 (13824) 2021-05-07 20:28:12.451: INFO @metrics_hook: train gender_accuracy: 0.862 +-0.006 (13824) 2021-05-07 20:28:15.284: INFO @decay_lr : LR updated to `4.1630796e-05` 2021-05-07 20:28:15.289: INFO @log_profile : T train: 31.527005 2021-05-07 20:28:15.290: INFO @log_profile : T read data: 0.381244 2021-05-07 20:28:15.290: INFO @log_profile : T hooks: 3.478091 2021-05-07 20:28:15.290: INFO @main_loop : Epoch 394 done 2021-05-07 20:28:15.290: INFO @main_loop : Training epoch 395 2021-05-07 20:28:47.611: INFO @log_variables: train loss nanmean: 1.693446 2021-05-07 20:28:47.611: INFO @log_variables: train age_loss mean: 9.429635 2021-05-07 20:28:47.611: INFO @log_variables: train gender_loss mean: 0.321567 2021-05-07 20:28:47.611: INFO @log_variables: train age_mae mean: 9.641785 2021-05-07 20:28:47.612: INFO @log_variables: train gender_accuracy mean: 0.859492 2021-05-07 20:28:47.612: INFO @log_variables: train gender_confidence/loss nanmean: 0.070985 2021-05-07 20:28:47.612: INFO @log_variables: train gender_confidence/accuracy mean: 0.756428 2021-05-07 20:28:47.612: INFO @log_variables: train age_confidence/loss mean: 0.054382 2021-05-07 20:28:47.612: INFO @log_variables: train age_confidence/accuracy mean: 0.692113 2021-05-07 20:28:47.612: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 20:28:47.614: INFO @metrics_hook: train age_mae: 9.642 +-0.153 (13807) 2021-05-07 20:28:47.617: INFO @metrics_hook: train gender_accuracy: 0.859 +-0.006 (13807) 2021-05-07 20:28:50.458: INFO @decay_lr : LR updated to `4.142264e-05` 2021-05-07 20:28:50.460: INFO @log_profile : T train: 31.140797 2021-05-07 20:28:50.460: INFO @log_profile : T read data: 0.538907 2021-05-07 20:28:50.460: INFO @log_profile : T hooks: 3.426008 2021-05-07 20:28:50.460: INFO @main_loop : Epoch 395 done 2021-05-07 20:28:50.460: INFO @main_loop : Training epoch 396 2021-05-07 20:29:22.983: INFO @log_variables: train loss nanmean: 1.651947 2021-05-07 20:29:22.984: INFO @log_variables: train age_loss mean: 9.309023 2021-05-07 20:29:22.984: INFO @log_variables: train gender_loss mean: 0.322389 2021-05-07 20:29:22.984: INFO @log_variables: train age_mae mean: 9.527572 2021-05-07 20:29:22.984: INFO @log_variables: train gender_accuracy mean: 0.856988 2021-05-07 20:29:22.984: INFO @log_variables: train gender_confidence/loss nanmean: 0.070734 2021-05-07 20:29:22.984: INFO @log_variables: train gender_confidence/accuracy mean: 0.758681 2021-05-07 20:29:22.984: INFO @log_variables: train age_confidence/loss mean: 0.055225 2021-05-07 20:29:22.985: INFO @log_variables: train age_confidence/accuracy mean: 0.683449 2021-05-07 20:29:22.985: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 20:29:22.987: INFO @metrics_hook: train age_mae: 9.528 +-0.155 (13824) 2021-05-07 20:29:22.989: INFO @metrics_hook: train gender_accuracy: 0.857 +-0.006 (13824) 2021-05-07 20:29:25.819: INFO @decay_lr : LR updated to `4.1215528e-05` 2021-05-07 20:29:25.820: INFO @log_profile : T train: 31.491068 2021-05-07 20:29:25.820: INFO @log_profile : T read data: 0.376829 2021-05-07 20:29:25.820: INFO @log_profile : T hooks: 3.428216 2021-05-07 20:29:25.820: INFO @main_loop : Epoch 396 done 2021-05-07 20:29:25.820: INFO @main_loop : Training epoch 397 2021-05-07 20:29:58.432: INFO @log_variables: train loss nanmean: 1.673815 2021-05-07 20:29:58.432: INFO @log_variables: train age_loss mean: 9.486397 2021-05-07 20:29:58.433: INFO @log_variables: train gender_loss mean: 0.324346 2021-05-07 20:29:58.433: INFO @log_variables: train age_mae mean: 9.690372 2021-05-07 20:29:58.433: INFO @log_variables: train gender_accuracy mean: 0.855531 2021-05-07 20:29:58.433: INFO @log_variables: train gender_confidence/loss nanmean: 0.070059 2021-05-07 20:29:58.433: INFO @log_variables: train gender_confidence/accuracy mean: 0.760833 2021-05-07 20:29:58.433: INFO @log_variables: train age_confidence/loss mean: 0.054840 2021-05-07 20:29:58.433: INFO @log_variables: train age_confidence/accuracy mean: 0.687188 2021-05-07 20:29:58.433: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 20:29:58.436: INFO @metrics_hook: train age_mae: 9.690 +-0.155 (13823) 2021-05-07 20:29:58.438: INFO @metrics_hook: train gender_accuracy: 0.856 +-0.006 (13823) 2021-05-07 20:30:01.170: INFO @decay_lr : LR updated to `4.100945e-05` 2021-05-07 20:30:01.172: INFO @log_profile : T train: 31.607601 2021-05-07 20:30:01.172: INFO @log_profile : T read data: 0.362722 2021-05-07 20:30:01.173: INFO @log_profile : T hooks: 3.320634 2021-05-07 20:30:01.173: INFO @main_loop : Epoch 397 done 2021-05-07 20:30:01.173: INFO @main_loop : Training epoch 398 2021-05-07 20:30:32.957: INFO @log_variables: train loss nanmean: 1.654789 2021-05-07 20:30:32.957: INFO @log_variables: train age_loss mean: 9.427032 2021-05-07 20:30:32.957: INFO @log_variables: train gender_loss mean: 0.322672 2021-05-07 20:30:32.958: INFO @log_variables: train age_mae mean: 9.639607 2021-05-07 20:30:32.958: INFO @log_variables: train gender_accuracy mean: 0.858840 2021-05-07 20:30:32.958: INFO @log_variables: train gender_confidence/loss nanmean: 0.070866 2021-05-07 20:30:32.958: INFO @log_variables: train gender_confidence/accuracy mean: 0.754328 2021-05-07 20:30:32.958: INFO @log_variables: train age_confidence/loss mean: 0.054243 2021-05-07 20:30:32.958: INFO @log_variables: train age_confidence/accuracy mean: 0.693199 2021-05-07 20:30:32.958: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 20:30:32.961: INFO @metrics_hook: train age_mae: 9.640 +-0.154 (13807) 2021-05-07 20:30:32.963: INFO @metrics_hook: train gender_accuracy: 0.859 +-0.006 (13807) 2021-05-07 20:30:35.735: INFO @decay_lr : LR updated to `4.0804403e-05` 2021-05-07 20:30:35.737: INFO @log_profile : T train: 30.589931 2021-05-07 20:30:35.738: INFO @log_profile : T read data: 0.534381 2021-05-07 20:30:35.738: INFO @log_profile : T hooks: 3.374715 2021-05-07 20:30:35.738: INFO @main_loop : Epoch 398 done 2021-05-07 20:30:35.738: INFO @main_loop : Training epoch 399 2021-05-07 20:31:07.872: INFO @log_variables: train loss nanmean: 1.657550 2021-05-07 20:31:07.872: INFO @log_variables: train age_loss mean: 9.254827 2021-05-07 20:31:07.872: INFO @log_variables: train gender_loss mean: 0.325021 2021-05-07 20:31:07.873: INFO @log_variables: train age_mae mean: 9.473684 2021-05-07 20:31:07.873: INFO @log_variables: train gender_accuracy mean: 0.857567 2021-05-07 20:31:07.873: INFO @log_variables: train gender_confidence/loss nanmean: 0.070711 2021-05-07 20:31:07.873: INFO @log_variables: train gender_confidence/accuracy mean: 0.753834 2021-05-07 20:31:07.873: INFO @log_variables: train age_confidence/loss mean: 0.054734 2021-05-07 20:31:07.873: INFO @log_variables: train age_confidence/accuracy mean: 0.690249 2021-05-07 20:31:07.873: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 20:31:07.874: INFO @metrics_hook: train age_mae: 9.474 +-0.150 (13824) 2021-05-07 20:31:07.876: INFO @metrics_hook: train gender_accuracy: 0.858 +-0.006 (13824) 2021-05-07 20:31:10.685: INFO @decay_lr : LR updated to `4.0600382e-05` 2021-05-07 20:31:10.686: INFO @log_profile : T train: 31.109357 2021-05-07 20:31:10.687: INFO @log_profile : T read data: 0.381174 2021-05-07 20:31:10.687: INFO @log_profile : T hooks: 3.393696 2021-05-07 20:31:10.687: INFO @main_loop : Epoch 399 done 2021-05-07 20:31:10.687: INFO @main_loop : Training epoch 400 2021-05-07 20:31:43.448: INFO @log_variables: train loss nanmean: 1.651391 2021-05-07 20:31:43.449: INFO @log_variables: train age_loss mean: 9.226289 2021-05-07 20:31:43.449: INFO @log_variables: train gender_loss mean: 0.328784 2021-05-07 20:31:43.449: INFO @log_variables: train age_mae mean: 9.455424 2021-05-07 20:31:43.449: INFO @log_variables: train gender_accuracy mean: 0.856916 2021-05-07 20:31:43.449: INFO @log_variables: train gender_confidence/loss nanmean: 0.072096 2021-05-07 20:31:43.449: INFO @log_variables: train gender_confidence/accuracy mean: 0.749494 2021-05-07 20:31:43.449: INFO @log_variables: train age_confidence/loss mean: 0.054971 2021-05-07 20:31:43.450: INFO @log_variables: train age_confidence/accuracy mean: 0.688947 2021-05-07 20:31:43.450: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc 2021-05-07 20:31:43.452: INFO @metrics_hook: train age_mae: 9.455 +-0.152 (13824) 2021-05-07 20:31:43.454: INFO @metrics_hook: train gender_accuracy: 0.857 +-0.006 (13824) 2021-05-07 20:31:46.270: INFO @decay_lr : LR updated to `4.039738e-05` 2021-05-07 20:31:46.688: INFO @save : Model saved to: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc/model_400.ckpt 2021-05-07 20:31:46.689: INFO @stop_after : EpochStopperHook triggered 2021-05-07 20:31:46.691: INFO @log_profile : T train: 31.687817 2021-05-07 20:31:46.691: INFO @log_profile : T read data: 0.389780 2021-05-07 20:31:46.692: INFO @log_profile : T hooks: 3.859323 2021-05-07 20:31:46.692: INFO @main_loop : Training terminated: Training terminated after epoch 400 2021-05-07 20:31:46.692: INFO @log_dir : Output dir: log-nightly/gender-age/2021-05-07-nightly-gender-age-76306d20-7qSc