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[Others] add assert and only count the actual load in cuda_graph (#5445)
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@@ -130,7 +130,6 @@ class GraphOptBackend:
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)
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def __call__(self, **kwargs):
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self._debug_count_total_step += 1
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if not self.fd_config.graph_opt_config.use_cudagraph:
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return self.runnable(**kwargs)
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if self.cudagraph_piecewise_backend is None:
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@@ -140,6 +139,9 @@ class GraphOptBackend:
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assert kwargs["forward_meta"].ids_remove_padding is not None
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real_shape = kwargs["forward_meta"].ids_remove_padding.shape[0]
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if real_shape > 0:
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# only count the actual load.
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self._debug_count_total_step += 1
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if (not kwargs["forward_meta"].step_use_cudagraph) or (real_shape > self.cudagraph_switch_threshold):
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return self.dy_runnable(**kwargs)
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