keras-team / keras-applications

Reference implementations of popular deep learning models.
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Necessity of resnet50.py #172

Closed jaketae closed 2 years ago

jaketae commented 4 years ago

Summary

I'm wondering if it is necessary to keep resnet50.py given that resnet_common.py already encapsulates all variants of ResNet, including ResNet50. They seem to be independent implementations of the same model? Please let me know if I'm missing something. Thanks in advance.

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qlzh727 commented 4 years ago

@fchollet for this issue, I think keras.application is expect to export the symbol in resnet_common.py which is aligned with tf.keras.application.

jaketae commented 4 years ago

@qlzh727 Thanks for the input. Unfortunately, I’m not sure if I quite follow what you mean. Is resnet50.py still exported via TensorFlow? From what I see, TF nightly now has its own implementation of resnet independent of Keras.