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moritzm00
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UTKFace-Age-Regression
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2023-05-13 12:51:27
297/297 [==============================] - 36s 119ms/step - loss: 61.4653 - mae: 5.9264 - val_loss: 60.2492 - val_mae: 5.5843
2023-05-13 12:51:27
Epoch 28/150
2023-05-13 12:52:01
297/297 [==============================] - 35s 118ms/step - loss: 63.1208 - mae: 5.9919 - val_loss: 60.3311 - val_mae: 5.6012
2023-05-13 12:52:01
Epoch 29/150
2023-05-13 12:52:37
296/297 [============================>.] - ETA: 0s - loss: 58.8025 - mae: 5.7820Restoring model weights from the end of the best epoch: 24.
2023-05-13 12:52:37
297/297 [==============================] - 36s 119ms/step - loss: 58.7906 - mae: 5.7820 - val_loss: 59.0953 - val_mae: 5.5701
2023-05-13 12:52:37
Epoch 29: early stopping
2023-05-13 12:52:37
Saving model to models/032o75mo
2023-05-13 12:52:53
[2023-05-13 12:52:52,470][absl][WARNING] - Found untraced functions such as _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op, _jit_compiled_convolution_op while saving (showing 5 of 91). These functions will not be directly callable after loading.
2023-05-13 12:53:07
[2023-05-13 12:53:05,941][tensorflow][INFO] - Assets written to: models/032o75mo/assets
2023-05-13 12:53:07
Uploading model artifact to W&B: run_032o75mo_model
2023-05-13 12:53:07
INFO:tensorflow:Assets written to: models/032o75mo/assets
2023-05-13 12:53:07
wandb: Adding directory to artifact (./models/032o75mo)... Done. 0.4s
2023-05-13 12:53:11
75/75 [==============================] - 3s 27ms/step
2023-05-13 12:53:13
Test MAE (ensemble prediction): 5.545294129662452
2023-05-13 12:53:13
Kolmogorov-Smirnov test results: KstestResult(statistic=0.11239983129481232, pvalue=1.7003234628722607e-26)