[Perf]set moe w2_weight default to be nz (#2842)
### What this PR does / why we need it?
This PR sets the default format of GMM w2_weight in w8a8_dynamic to be
NZ to improve performance.
### Does this PR introduce _any_ user-facing change?
No.
### How was this patch tested?
- vLLM version: main
- vLLM main:
e40827280b
---------
Signed-off-by: Angazenn <supperccell@163.com>
This commit is contained in:
@@ -23,7 +23,6 @@ import torch_npu
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from vllm.distributed import GroupCoordinator, get_ep_group
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from vllm.forward_context import get_forward_context
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import vllm_ascend.envs as envs_ascend
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from vllm_ascend.ascend_config import get_ascend_config
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from vllm_ascend.ascend_forward_context import FusedMoEState
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from vllm_ascend.distributed.parallel_state import get_mc2_group
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@@ -1021,8 +1020,7 @@ class TorchairAscendW8A8DynamicFusedMoEMethod:
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1, 2).contiguous()
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layer.w2_weight.data = layer.w2_weight.data.transpose(
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1, 2).contiguous()
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if envs_ascend.VLLM_ENABLE_FUSED_EXPERTS_ALLGATHER_EP:
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torch_npu.npu_format_cast_(layer.w2_weight, ACL_FORMAT_FRACTAL_NZ)
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torch_npu.npu_format_cast_(layer.w2_weight, ACL_FORMAT_FRACTAL_NZ)
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layer.w13_weight_scale.data = layer.w13_weight_scale.data.view(
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layer.w13_weight_scale.data.shape[0], -1)
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layer.w13_weight_scale_fp32 = layer.w13_weight_scale.data.to(
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