remove unecessary dual stream token threshold from the rest of models (qwen moe, kimi linear, etc.) (#14337)
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@@ -349,11 +349,9 @@ class BailingMoESparseMoeBlock(nn.Module):
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num_tokens, hidden_size = hidden_states.shape
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hidden_states = hidden_states.view(-1, hidden_size)
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DUAL_STREAM_TOKEN_THRESHOLD = 1024
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if (
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self.alt_stream is not None
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and hidden_states.shape[0] > 0
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and hidden_states.shape[0] <= DUAL_STREAM_TOKEN_THRESHOLD
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and get_is_capture_mode()
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):
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final_hidden_states, shared_output = self.forward_normal_dual_stream(
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@@ -125,13 +125,11 @@ class KimiMoE(nn.Module):
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hidden_states = hidden_states.view(-1, hidden_size)
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shared_output = None
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DUAL_STREAM_TOKEN_THRESHOLD = 1024
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if (
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self.alt_stream is not None
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and self.num_shared_experts is not None
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and hidden_states.shape[0] > 0
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and hidden_states.shape[0] <= DUAL_STREAM_TOKEN_THRESHOLD
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and get_is_capture_mode()
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):
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current_stream = torch.cuda.current_stream()
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@@ -349,11 +349,9 @@ class LLaDA2MoeSparseMoeBlock(nn.Module):
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num_tokens, hidden_size = hidden_states.shape
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hidden_states = hidden_states.view(-1, hidden_size)
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DUAL_STREAM_TOKEN_THRESHOLD = 1024
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if (
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self.alt_stream is not None
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and hidden_states.shape[0] > 0
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and hidden_states.shape[0] <= DUAL_STREAM_TOKEN_THRESHOLD
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and get_is_capture_mode()
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):
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final_hidden_states, shared_output = self.forward_normal_dual_stream(
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@@ -304,11 +304,9 @@ class Qwen2MoeSparseMoeBlock(nn.Module):
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if get_moe_a2a_backend().is_deepep():
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return self._forward_deepep(hidden_states, forward_batch)
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DUAL_STREAM_TOKEN_THRESHOLD = 1024
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if (
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self.alt_stream is not None
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and hidden_states.shape[0] > 0
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and hidden_states.shape[0] <= DUAL_STREAM_TOKEN_THRESHOLD
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and get_is_capture_mode()
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):
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final_hidden_states, shared_output = self.forward_normal_dual_stream(
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