Add a HloPass to rewrite convolutions with feature_group_count > 1.
The convolutions are rewritten to convolutions with feature_group_count = 1. Adapt hlo_verifier and shape_inference to handle feature_group_count > 1. Add the new pass to the backends, and write a depthwise convolution test. PiperOrigin-RevId: 208954204
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