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2023-05-13 12:31:49
297/297 [==============================] - 98s 329ms/step - loss: 107.5566 - mae: 7.6704 - val_loss: 67.7415 - val_mae: 6.0644
2023-05-13 12:31:49
Epoch 40/150
2023-05-13 12:33:27
297/297 [==============================] - 98s 328ms/step - loss: 78.0418 - mae: 6.6049 - val_loss: 63.8739 - val_mae: 6.0009
2023-05-13 12:33:27
Epoch 41/150
2023-05-13 12:35:05
297/297 [==============================] - ETA: 0s - loss: 80.9621 - mae: 6.7230Restoring model weights from the end of the best epoch: 36.
2023-05-13 12:35:05
297/297 [==============================] - 98s 328ms/step - loss: 80.9621 - mae: 6.7230 - val_loss: 72.4884 - val_mae: 6.2535
2023-05-13 12:35:05
Epoch 41: early stopping
2023-05-13 12:35:05
Saving model to models/b1qcuo2l
2023-05-13 12:35:19
[2023-05-13 12:35:18,516][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 85). These functions will not be directly callable after loading.
2023-05-13 12:35:23
[2023-05-13 12:35:23,629][tensorflow][INFO] - Assets written to: models/b1qcuo2l/assets
2023-05-13 12:35:25
INFO:tensorflow:Assets written to: models/b1qcuo2l/assets
2023-05-13 12:35:27
wandb: Adding directory to artifact (./models/b1qcuo2l)... Done. 1.3s
2023-05-13 12:35:25
Uploading model artifact to W&B: run_b1qcuo2l_model
2023-05-13 12:35:33
75/75 [==============================] - 7s 76ms/step
2023-05-13 12:35:33
Test MAE (ensemble prediction): 5.717088539054353
2023-05-13 12:35:33
Kolmogorov-Smirnov test results: KstestResult(statistic=0.15373260227752003, pvalue=2.7594687835274494e-49)