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Handle step key correctly in checkpoint save with --optimizer-cpu-offload#2874

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yaox12 merged 1 commit intoNVIDIA:mainfrom
ahmadki:ahmadki/fix_2775
Feb 2, 2026
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Handle step key correctly in checkpoint save with --optimizer-cpu-offload#2874
yaox12 merged 1 commit intoNVIDIA:mainfrom
ahmadki:ahmadki/fix_2775

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@ahmadki ahmadki commented Jan 8, 2026

What does this PR do ?

Skip 'step' key before shape assertion as it's a 0-dim tensor handled separately via param_groups, not as part of the gradient buffer.

Fixes #2775

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@ahmadki ahmadki requested review from a team as code owners January 8, 2026 15:53
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copy-pr-bot Bot commented Jan 8, 2026

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@github-actions github-actions Bot requested a review from Phlip79 January 8, 2026 15:53
@ahmadki ahmadki marked this pull request as draft January 8, 2026 15:53
@ahmadki ahmadki marked this pull request as ready for review January 12, 2026 14:29
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Phlip79 commented Jan 12, 2026

/ok to test 6927efc

Skip 'step' key before shape assertion as it's a 0-dim tensor handled separately via param_groups, not as part of the gradient buffer.

Fixes NVIDIA#2775
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#2775 Mentions that the issue arises when using --optimizer-cpu-offload and --use-precision-aware-optimizer. Do we know why this works correctly without using these flags?

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/ok to test 3430450

@deepakn94 deepakn94 changed the title handle 'step' state in checkpoint save Handle step key correctly in checkpoint save with --optimizer-cpu-offload Jan 14, 2026
@yaox12 yaox12 added this pull request to the merge queue Feb 2, 2026
Merged via the queue into NVIDIA:main with commit f4502eb Feb 2, 2026
48 of 52 checks passed
daiyaanarfeen pushed a commit to daiyaanarfeen/Megatron-LM that referenced this pull request Feb 23, 2026
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[BUG] Save checkpoint bug when using --optimizer-cpu-offload and --use-precision-aware-optimizer

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