7 lines
639 B
Markdown
7 lines
639 B
Markdown
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## DeepSeek kernels benchmark
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- `benchmark_deepgemm_fp8_gemm.py`
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- You should install [DeepGemm](https://github.com/deepseek-ai/DeepGEMM) from source before run `benchmark_deepgemm_fp8_gemm.py`.
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- You can use the `--run_correctness` parameter to verify all kernels results's correctness.
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- You can use the `--tp_size` parameter to benchmark all FP8 w8a8 block-wise matrix multiplications involved in DeepSeek V3/R1 under the current tensor parallelism (TP) setting. This benchmark compares DeepSeek's open-source [DeepGemm](https://github.com/deepseek-ai/DeepGEMM) implementation with SGLang's and VLLM Triton implementation.
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