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Commit 083b80ea authored by zhuwenwen's avatar zhuwenwen
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增加w8a8相关修改

parent 09428eec
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Showing with 6716 additions and 1093 deletions
setup.py
View file @ 083b80ea
...@@ -661,7 +661,7 @@ if _build_custom_ops(): ...@@ -661,7 +661,7 @@ if _build_custom_ops():
ext_modules.append(CMakeExtension(name="vllm._C")) ext_modules.append(CMakeExtension(name="vllm._C"))
package_data = { package_data = {
"vllm": ["py.typed", "model_executor/layers/fused_moe/configs/*.json", "benchmarks/*.py","model_executor/layers/quantization/configs/*.json"] "vllm": ["py.typed", "model_executor/layers/fused_moe/configs/*.json", "benchmarks/*.py","model_executor/layers/quantization/configs/w8a8/*.json"]
} }
if _no_device(): if _no_device():
......
vllm/_custom_ops.py
View file @ 083b80ea
...@@ -923,7 +923,7 @@ def triton_int8_gemm_helper(m: int, ...@@ -923,7 +923,7 @@ def triton_int8_gemm_helper(m: int,
out_dtype: Type[torch.dtype] = torch.float16, out_dtype: Type[torch.dtype] = torch.float16,
device: str = "cuda", device: str = "cuda",
best_config:Optional[list] = None): best_config:Optional[list] = None):
return quant_tools.triton_int8_gemm_helper(m,n,k,per_token_act_quant,per_out_channel_weight_quant,use_bias,out_dtype,device,est_config) return quant_tools.triton_int8_gemm_helper(m,n,k,per_token_act_quant,per_out_channel_weight_quant,use_bias,out_dtype,device,best_config)
def cutlass_scaled_mm_azp(a: torch.Tensor, def cutlass_scaled_mm_azp(a: torch.Tensor,
......
vllm/model_executor/layers/quantization/awq.py
View file @ 083b80ea
...@@ -226,7 +226,7 @@ class AWQLinearMethod(LinearMethodBase): ...@@ -226,7 +226,7 @@ class AWQLinearMethod(LinearMethodBase):
deqweight=ops.dequant_w4_gemm_colmajor( # shape[n, k/8] ---> [n,k] deqweight=ops.dequant_w4_gemm_colmajor( # shape[n, k/8] ---> [n,k]
qweight, qweight,
zeros_and_scales, zeros_and_scales,
k, k+padding_group*self.quant_config.group_size,
n, n,
self.quant_config.group_size) self.quant_config.group_size)
out=F.linear(reshaped_x, deqweight[:,0:k]) out=F.linear(reshaped_x, deqweight[:,0:k])
......
vllm/model_executor/layers/quantization/compressed_tensors/schemes/compressed_tensors_w8a8_int8.py
View file @ 083b80ea
...@@ -24,7 +24,7 @@ class CompressedTensorsW8A8Int8(CompressedTensorsScheme): ...@@ -24,7 +24,7 @@ class CompressedTensorsW8A8Int8(CompressedTensorsScheme):
input_symmetric: bool): input_symmetric: bool):
self.strategy = strategy self.strategy = strategy
self.is_static_input_scheme = is_static_input_scheme self.is_static_input_scheme = is_static_input_scheme
self.w8a8_strategy=int(os.getenv('W8A8_SUPPORT_METHODS', '0')) self.w8a8_strategy=int(os.getenv('W8A8_SUPPORT_METHODS', '1'))
self.input_symmetric = input_symmetric self.input_symmetric = input_symmetric
@classmethod @classmethod
......
vllm/model_executor/layers/quantization/configs/w8a8/W8A8_1280_8192_K100_AI.json 0 → 100644
View file @ 083b80ea
{
"1280_8192": {
"1": {
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"BLOCK_SIZE_N": 16,
"BLOCK_SIZE_K": 256,
"GROUP_SIZE_M": 4,
"SPLIT_K": 4,
"num_stages": 0,
"num_warps": 4
},
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"num_warps": 4
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},
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},
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"num_warps": 4
},
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"num_warps": 4
},
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},
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},
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},
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},
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},
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},
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},
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}
}
}
\ No newline at end of file
vllm/model_executor/layers/quantization/configs/w8a8/W8A8_13824_5120_K100_AI.json 0 → 100644
View file @ 083b80ea
{
"13824_5120": {
"1": {
"BLOCK_SIZE_M": 32,
"BLOCK_SIZE_N": 16,
"BLOCK_SIZE_K": 512,
"GROUP_SIZE_M": 8,
"SPLIT_K": 1,
"num_stages": 0,
"num_warps": 4
},
"2": {
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"BLOCK_SIZE_N": 16,
"BLOCK_SIZE_K": 512,
"GROUP_SIZE_M": 2,
"SPLIT_K": 1,
"num_stages": 2,
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},
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"SPLIT_K": 1,
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\ No newline at end of file
vllm/model_executor/layers/quantization/configs/w8a8/W8A8_14336_8192_K100_AI.json 0 → 100644
View file @ 083b80ea
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\ No newline at end of file
vllm/model_executor/layers/quantization/configs/w8a8/W8A8_15360_5120_K100_AI.json 0 → 100644
View file @ 083b80ea
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\ No newline at end of file
vllm/model_executor/layers/quantization/configs/w8a8/W8A8_2560_8192_K100_AI.json 0 → 100644
View file @ 083b80ea
{
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\ No newline at end of file
vllm/model_executor/layers/quantization/configs/w8a8/W8A8_27648_5120_K100_AI.json 0 → 100644
View file @ 083b80ea
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\ No newline at end of file
vllm/model_executor/layers/quantization/configs/w8a8/W8A8_28672_4096_K100_AI.json 0 → 100644
View file @ 083b80ea
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\ No newline at end of file
vllm/model_executor/layers/quantization/configs/w8a8/W8A8_28672_8192_K100_AI.json 0 → 100644
View file @ 083b80ea
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\ No newline at end of file
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