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FP8 throughput #154

Merged
merged 4 commits into from
Aug 26, 2024
Merged

FP8 throughput #154

merged 4 commits into from
Aug 26, 2024

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JArnoldAMD
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Work that was done in the MLPerf_4.1 branch benefits many workloads and models beyond MLPerf, especially for improving performance of FP8 and throughput scenarios. This PR builds on that previous work, but adds updates beyond what was used for MLPerf. Specifically:

  • Llama 3.1 support (Llama3.1 #129)
  • Improvements to the process output step in the vLLM engine (optimizations for process output step #104) [this was actually cherry-picked into our MLPerf container, but wasn't merged in the MLPerf_4.1 branch]
  • Updates the hipblaslt and FA revisions to match those used in the MLPerf container

@shajrawi shajrawi merged commit 0c7a2b6 into ROCm:fp8_throughput Aug 26, 2024
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4 participants