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[AMD] Supporting fused kernels build using JIT #1188

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merged 3 commits into from
Apr 1, 2024

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R0n12
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@R0n12 R0n12 commented Mar 18, 2024

This PR aims to enable JIT compilation for fused kernels on AMD GPUs, so that the same code will run on both AMD and NVIDIA GPUs.

Previous python setup.py install method has issues with hipifying files, which results in ninja generating multiple rules for the same target.

This will also make the extra fused kernel building instruction in the readme unnecessary. I will take care of the readme parts once this get approved

  • builds on AMD (MI100, MI250X) and NVIDIA (A100)
  • test_fused_kernels.py passed

#954
Reference: microsoft/Megatron-DeepSpeed@b4d4a0e

@R0n12 R0n12 marked this pull request as ready for review March 18, 2024 07:01
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@Quentin-Anthony Quentin-Anthony left a comment

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Tested and working for me!

@Quentin-Anthony Quentin-Anthony merged commit 51a7de9 into EleutherAI:main Apr 1, 2024
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@StellaAthena
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@Quentin-Anthony should we update the README to reflect this change?

@Quentin-Anthony
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@Quentin-Anthony should we update the README to reflect this change?

Yes. We're on it now.

@R0n12 R0n12 deleted the lang/neox-amd branch May 20, 2024 18:42
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3 participants