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Add sd3 quant #976

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Add sd3 quant #976

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lixiang007666
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@lixiang007666 lixiang007666 commented Jun 24, 2024

This PR is done:

  • Add SD3 quant example.
  • Add original torch compile

| quant_type | E2E Inference Time | Iteration speed | Max Used CUDA Memory |
|----------------------------------|--------------------|--------------------|----------------------|
| fp8_e4m3_e4m3_dynamic_per_tensor | 1.15 s (-43.4%) | 26.30 it/s (+74.1%)| 16.933 GiB |
| fp8_e4m3_e4m3_dynamic | 1.09 s (-46.3%) | 27.75 it/s (+83.7%)| 17.098 GiB |
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@strint strint Jun 27, 2024

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补一下这块的质量评估吧,顺便把评估的仓库完善下,改成 odeval

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