[Feat][SP] Suport SP for VL MoE models (#7044)
### What this PR does / why we need it?
2nd PR for https://github.com/vllm-project/vllm-ascend/issues/5712,
extend SP to VL MoE models.
### Does this PR introduce _any_ user-facing change?
remove `sp_threshold` in additional config and reuse `sp_min_token_num`
from vLLM.
### How was this patch tested?
- Model: Qwen3-VL-30B-A3B,
- TP4 DP2
- 100 reqs
- max concurrency 1
| Seq length | Mean TTFT (ms) main | Mean TTFT (ms) this PR |
|------------|---------------------|------------------------|
| 4k | 429.40 | 323.3 |
| 16k | 1297.01 | 911.74 |
- vLLM version: v0.16.0
- vLLM main:
4034c3d32e
---------
Signed-off-by: realliujiaxu <realliujiaxu@163.com>
This commit is contained in:
@@ -188,7 +188,10 @@ class TestPrepareAndFinalize(unittest.TestCase):
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@patch('vllm_ascend.ascend_forward_context.get_forward_context')
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@patch("vllm_ascend.ops.fused_moe.prepare_finalize.enable_sp",
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return_value=False)
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def test_allgather_prepare_finalize(self, mock_enable_sp,
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@patch("vllm_ascend.ops.fused_moe.prepare_finalize.enable_sp_by_pass",
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return_value=False)
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def test_allgather_prepare_finalize(self, mock_enable_sp_by_pass,
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mock_enable_sp,
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mock_get_forward_context,
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mock_get_dp_group):
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# Mock forward context
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