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Added missing gpu support for relu op and also disabled padding for gemms #2806

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pemeliya
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Note that CublasPadForGemms was only enabled for the parity with NV, but in fact it does not bring any better performance on ROCM platform

pre_pipeline.AddPass<CublasPadForGemms>(rocm_compute_capability,
req.data_type, req.multiple_of);
}
// for (const auto& req : HipblasPaddingRequirements) {

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Could you add comment here to indicate this is CUDA passs so we disable it.

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yep, did it

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LGTM

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