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PiperOrigin-RevId: 326286926

PiperOrigin-RevId: 292007895

Moving Keras ResNet models to `official/vision/image_classification` and benchmarks to `official/benchmark`.

PiperOrigin-RevId: 264268533

* Improve performance for Cifar ResNet benchmarks

* Revert batch size changes to benchmarks

* Refactored ResNet code and added additional architectures.

* Added numerical layer names instead of alphabetical.

* Change dash to underscore.

* Corrected return statement.

* Use conv_strides argument.

* Set classes=10

* Use partial to reduce code duplication.

* Handle data format in Keras ResNet model properly for better performance on GPU; Compile only the training graph when skip_eval flag is True

* Added data format fix to Keras Cifar model; Removed unnecessary import

* Add a comment to the skip_eval flag per Priya's request

 - Average of 5 runs single gpu is 93%+ range 92.5 to 93.4 top_1