[Bugfix] Use 'sum' reduction instead of 'avg' in Async TP reduce-scatter (#33088)
Signed-off-by: Xingran Wang <wangxingran123456@outlook.com> Signed-off-by: Hongjian Zhang <hirokenovo@gmail.com> Co-authored-by: Hongjian Zhang <hirokenovo@gmail.com>
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@@ -53,7 +53,7 @@ class GEMMReduceScatterPattern(BasePattern):
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gemm_rs = torch.ops.symm_mem.fused_matmul_reduce_scatter(
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mul,
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mm_weight,
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"avg",
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"sum",
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scatter_dim=0,
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group_name=self.tp.device_group.group_name,
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)
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@@ -150,7 +150,7 @@ class ScaledMMReduceScatterPattern(BasePattern):
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mat2,
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scale_a,
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scale_b,
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"avg",
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"sum",
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scatter_dim, # orig_scatter_dim
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scatter_dim, # scatter_dim_after_maybe_reshape
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self.tp.device_group.group_name,
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@@ -285,7 +285,7 @@ class CutlassScaledMMReduceScatterPattern(BasePattern):
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mat2,
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scale_a,
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scale_b,
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"avg",
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"sum",
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scatter_dim, # orig_scatter_dim
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scatter_dim, # scatter_dim_after_maybe_reshape
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self.tp.device_group.group_name,
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