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[Readme] Update support matrix in README #67

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[Readme] Update support matrix in README #67

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32 changes: 16 additions & 16 deletions README.md
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Expand Up @@ -55,22 +55,22 @@ For more detailed information on benchmark sets with other formats (NF4/FP4) and

## Support Matrix

| **A_dtype** | **W_dtype** | **Accum_dtype** | **Out_dtype** | **BitBLAS<br>Support** | **Tested<br>Platform** |
|:-----------:|:-----------:|:---------------:|:---------------:|:----------------------:|:----------------------:|
| FP16 | FP16 | FP16 | FP16 | **√** | V100(SM_70)/A100(SM_80)/A6000(SM_86)/RTX 4090(SM_89) |
| FP16 | FP4_E2M1 | FP16 | FP16 | **√** | V100(SM_70)/A100(SM_80)/A6000(SM_86)/RTX 4090(SM_89) |
| FP16 | FP8_E4M3 | FP16 | FP16 | **√** | V100(SM_70)/A100(SM_80)/A6000(SM_86)/RTX 4090(SM_89) |
| FP16 | INT8 | FP16 | FP16 | **√** | V100(SM_70)/A100(SM_80)/A6000(SM_86)/RTX 4090(SM_89) |
| FP16 | UINT4/INT4 | FP16 | FP16 | **√** | V100(SM_70)/A100(SM_80)/A6000(SM_86)/RTX 4090(SM_89) |
| FP16 | UINT2/INT2 | FP16 | FP16 | **√** | V100(SM_70)/A100(SM_80)/A6000(SM_86)/RTX 4090(SM_89) |
| FP16 | UINT1 | FP16 | FP16 | **√** | V100(SM_70)/A100(SM_80)/A6000(SM_86)/RTX 4090(SM_89) |
| FP16 | NF4 | FP16 | FP16 | **√** | V100(SM_70)/A100(SM_80)/A6000(SM_86)/RTX 4090(SM_89) |
| INT8 | INT8 | INT32 | FP32/INT32/FP16/INT8 | **√** | V100(SM_70)/A100(SM_80)/A6000(SM_86)/RTX 4090(SM_89) |
| INT8 | UINT4/INT4 | INT32 | FP32/INT32/FP16/INT8 | **√** | V100(SM_70)/A100(SM_80)/A6000(SM_86)/RTX 4090(SM_89) |
| INT8 | UINT2/INT2 | INT32 | FP32/INT32/FP16/INT8 | **√** | V100(SM_70)/A100(SM_80)/A6000(SM_86)/RTX 4090(SM_89) |
| INT8 | UINT1 | INT32 | FP32/INT32/FP16/INT8 | **√** | V100(SM_70)/A100(SM_80)/A6000(SM_86)/RTX 4090(SM_89) |
| FP8_E4M3 | FP8_E4M3 | FP32 | FP32/FP16 | **√** | RTX 4090(SM_89) |
| FP8_E5M2 | FP8_E5M2 | FP32 | FP32/FP16 | **√** | RTX 4090(SM_89) |
| **A_dtype** | **W_dtype** | **Accum_dtype** | **Out_dtype** | **BitBLAS Support** | **Tested Platform** |
|:-----------:|:-----------:|:---------------:|:--------------------:|:-------------------:|:----------------------------------------------------:|
| FP16 | FP16 | FP32/FP16 | FP16 | **√** | V100(SM_70)/A100(SM_80)/A6000(SM_86)/RTX 4090(SM_89) |
| FP16 | FP4_E2M1 | FP32/FP16 | FP16 | **√** | V100(SM_70)/A100(SM_80)/A6000(SM_86)/RTX 4090(SM_89) |
| FP16 | FP8_E4M3 | FP32/FP16 | FP16 | **√** | V100(SM_70)/A100(SM_80)/A6000(SM_86)/RTX 4090(SM_89) |
| FP16 | INT8 | FP32/FP16 | FP16 | **√** | V100(SM_70)/A100(SM_80)/A6000(SM_86)/RTX 4090(SM_89) |
| FP16 | UINT4/INT4 | FP32/FP16 | FP16 | **√** | V100(SM_70)/A100(SM_80)/A6000(SM_86)/RTX 4090(SM_89) |
| FP16 | UINT2/INT2 | FP32/FP16 | FP16 | **√** | V100(SM_70)/A100(SM_80)/A6000(SM_86)/RTX 4090(SM_89) |
| FP16 | UINT1 | FP32/FP16 | FP16 | **√** | V100(SM_70)/A100(SM_80)/A6000(SM_86)/RTX 4090(SM_89) |
| FP16 | NF4 | FP32/FP16 | FP16 | **√** | V100(SM_70)/A100(SM_80)/A6000(SM_86)/RTX 4090(SM_89) |
| INT8 | INT8 | INT32 | FP32/INT32/FP16/INT8 | **√** | V100(SM_70)/A100(SM_80)/A6000(SM_86)/RTX 4090(SM_89) |
| INT8 | UINT4/INT4 | INT32 | FP32/INT32/FP16/INT8 | **√** | V100(SM_70)/A100(SM_80)/A6000(SM_86)/RTX 4090(SM_89) |
| INT8 | UINT2/INT2 | INT32 | FP32/INT32/FP16/INT8 | **√** | V100(SM_70)/A100(SM_80)/A6000(SM_86)/RTX 4090(SM_89) |
| INT8 | UINT1 | INT32 | FP32/INT32/FP16/INT8 | **√** | V100(SM_70)/A100(SM_80)/A6000(SM_86)/RTX 4090(SM_89) |
| FP8_E4M3 | FP8_E4M3 | FP32 | FP32/FP16 | **√** | RTX 4090(SM_89) |
| FP8_E5M2 | FP8_E5M2 | FP32 | FP32/FP16 | **√** | RTX 4090(SM_89) |

We are continuously expanding the support matrix. If you have any specific requirements, please feel free to open an issue or PR.

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