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Optimize Triton for MI300 (2-5x higher throughput) #620

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Benchmark from vLLM on MI300:

  • 2x higher throughput at batch size 1
  • 5x higher throughput at batch size 64

@casper-hansen casper-hansen changed the title Upstream https://github.com/vllm-project/vllm/pull/8646 Optimize Triton for MI300 (2-5x higher throughput) Sep 21, 2024
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