Image classification with modern MLP models - Converted to Keras core by : @divyashreepathihalli #368
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…ras core optimizer isnstead
fchollet
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Jun 16, 2023
examples/keras_io/tensorflow/vision/mlp_image_classification.py
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examples/keras_io/tensorflow/vision/mlp_image_classification.py
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examples/keras_io/tensorflow/vision/mlp_image_classification.py
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fchollet
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Jun 21, 2023
| monitor="val_loss", patience=10, restore_best_weights=True | ||
| ) | ||
| # Fit the model. | ||
| history = model.fit( |
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I'd be surprised if this worked as-is, since one of the layers is using extract_patches which is not XLA compatible, and fit() will default to using XLA. Did you try running it end to end?
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I did run it for 1 epoch to test it and it runs without errors.
Test colab
fchollet
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Jun 21, 2023
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fixed imports
removed tf- addons dependency
replaced tfa GELU layer with keras_core.Layers.Lambda and tf.nn.gelu
replaced tfa AdamW optimizer with Keras-core AdamW optimizer