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Fix param input order for cudagraph #1138

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Fix param input order for cudagraph #1138

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4235bfe
Fix param input order for cudagraph
yifeis-nv Aug 28, 2024
f876a23
Addtional Support for Muti-Chunks
yifeis-nv Sep 6, 2024
2ba9465
[pre-commit.ci] auto fixes from pre-commit.com hooks
pre-commit-ci[bot] Sep 6, 2024
2a4a478
Merge branch 'main' into yifeis/cudagraph
timmoon10 Oct 3, 2024
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13 changes: 8 additions & 5 deletions transformer_engine/pytorch/graph.py
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Original file line number Diff line number Diff line change
Expand Up @@ -172,11 +172,14 @@ def _make_graphed_callables(
]
else:
per_callable_module_params = []
for c in callables:
for i in range(num_microbatches):
per_callable_module_params.append(
tuple(c.parameters()) if isinstance(c, torch.nn.Module) else ()
)
for m_chunk in range(num_model_chunks):
for idx in range(num_microbatches):
for l_no in range(num_layers):
per_callable_module_params.append(
tuple(callables[m_chunk * num_layers + l_no].parameters())
if isinstance(c, torch.nn.Module)
else ()
)
assert len(per_callable_module_params) == len(flatten_sample_args)
per_callable_static_input_surfaces = [
flatten_sample_args[i] + per_callable_module_params[i]
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