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OpenDAS
vllm_cscc
Commits
7e68a7fe
Commit
7e68a7fe
authored
Oct 13, 2025
by
zhuwenwen
Browse files
optimize the implementation of moe_sum (lightop)
parent
bdaaf39d
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vllm/model_executor/layers/fused_moe/fused_moe.py
vllm/model_executor/layers/fused_moe/fused_moe.py
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vllm/model_executor/layers/fused_moe/fused_moe.py
View file @
7e68a7fe
...
...
@@ -1920,6 +1920,10 @@ def fused_experts_impl(
else
:
if
envs
.
VLLM_USE_OPT_MOE_SUM
:
moe_reduce_dispatch
(
intermediate_cache3
.
view
(
*
intermediate_cache3
.
size
()),
out_hidden_states
[
begin_chunk_idx
:
end_chunk_idx
],
begin_chunk_idx
,
end_chunk_idx
)
elif
envs
.
VLLM_USE_LIGHTOP
:
op
.
moe_sum
(
input
=
intermediate_cache3
.
view
(
*
intermediate_cache3
.
size
()),
output
=
out_hidden_states
[
begin_chunk_idx
:
end_chunk_idx
],
bias
=
None
,
expert_mask
=
None
,
num_local_tokens
=
None
,
factor
=
None
)
else
:
ops
.
moe_sum
(
intermediate_cache3
.
view
(
*
intermediate_cache3
.
size
()),
out_hidden_states
[
begin_chunk_idx
:
end_chunk_idx
])
...
...
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