modelopt nas search() implementation for the compress algorithm#490
Merged
danielkorzekwa merged 59 commits intofeature/compressfrom Nov 3, 2025
Merged
modelopt nas search() implementation for the compress algorithm#490danielkorzekwa merged 59 commits intofeature/compressfrom
danielkorzekwa merged 59 commits intofeature/compressfrom
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using MIP-based NAS search algorithm. Signed-off-by: Daniel Korzekwa <dkorzekwa@nvidia.com>
Signed-off-by: Daniel Korzekwa <dkorzekwa@nvidia.com>
Signed-off-by: Daniel Korzekwa <dkorzekwa@nvidia.com>
Signed-off-by: Daniel Korzekwa <dkorzekwa@nvidia.com>
Signed-off-by: Daniel Korzekwa <dkorzekwa@nvidia.com>
Signed-off-by: Daniel Korzekwa <dkorzekwa@nvidia.com>
Signed-off-by: Daniel Korzekwa <dkorzekwa@nvidia.com>
Signed-off-by: Daniel Korzekwa <dkorzekwa@nvidia.com>
Signed-off-by: Daniel Korzekwa <dkorzekwa@nvidia.com>
Signed-off-by: Daniel Korzekwa <dkorzekwa@nvidia.com>
…ation. Signed-off-by: Daniel Korzekwa <dkorzekwa@nvidia.com>
Signed-off-by: Daniel Korzekwa <dkorzekwa@nvidia.com>
…ress module. Signed-off-by: Daniel Korzekwa <dkorzekwa@nvidia.com>
…ntal/ folder to not be run by CICD yet. Signed-off-by: Daniel Korzekwa <dkorzekwa@nvidia.com>
Signed-off-by: Keval Morabia <28916987+kevalmorabia97@users.noreply.github.com>
…tmp_path. Signed-off-by: Daniel Korzekwa <dkorzekwa@nvidia.com>
Signed-off-by: Daniel Korzekwa <dkorzekwa@nvidia.com>
Signed-off-by: Daniel Korzekwa <dkorzekwa@nvidia.com>
Signed-off-by: Daniel Korzekwa <dkorzekwa@nvidia.com>
Signed-off-by: Daniel Korzekwa <dkorzekwa@nvidia.com>
Signed-off-by: Daniel Korzekwa <dkorzekwa@nvidia.com>
…thm. Signed-off-by: Daniel Korzekwa <dkorzekwa@nvidia.com>
Signed-off-by: Daniel Korzekwa <dkorzekwa@nvidia.com>
…o_decilm_convertion
…as_convert Signed-off-by: Daniel Korzekwa <dkorzekwa@nvidia.com>
Signed-off-by: Daniel Korzekwa <dkorzekwa@nvidia.com>
Signed-off-by: Daniel Korzekwa <dkorzekwa@nvidia.com>
Signed-off-by: Daniel Korzekwa <dkorzekwa@nvidia.com>
Signed-off-by: Daniel Korzekwa <dkorzekwa@nvidia.com>
Signed-off-by: Daniel Korzekwa <dkorzekwa@nvidia.com>
Signed-off-by: Daniel Korzekwa <dkorzekwa@nvidia.com>
Signed-off-by: Daniel Korzekwa <dkorzekwa@nvidia.com>
Signed-off-by: Daniel Korzekwa <dkorzekwa@nvidia.com>
Signed-off-by: Daniel Korzekwa <dkorzekwa@nvidia.com>
Signed-off-by: Daniel Korzekwa <dkorzekwa@nvidia.com>
Signed-off-by: Daniel Korzekwa <dkorzekwa@nvidia.com>
Signed-off-by: Daniel Korzekwa <dkorzekwa@nvidia.com>
Signed-off-by: Daniel Korzekwa <dkorzekwa@nvidia.com>
Signed-off-by: Daniel Korzekwa <dkorzekwa@nvidia.com>
Signed-off-by: Daniel Korzekwa <dkorzekwa@nvidia.com>
Signed-off-by: Daniel Korzekwa <dkorzekwa@nvidia.com>
Signed-off-by: Daniel Korzekwa <dkorzekwa@nvidia.com>
Signed-off-by: Daniel Korzekwa <dkorzekwa@nvidia.com>
Signed-off-by: Daniel Korzekwa <dkorzekwa@nvidia.com>
Signed-off-by: Daniel Korzekwa <dkorzekwa@nvidia.com>
Signed-off-by: Daniel Korzekwa <dkorzekwa@nvidia.com>
Signed-off-by: Daniel Korzekwa <dkorzekwa@nvidia.com>
Codecov Report✅ All modified and coverable lines are covered by tests. Additional details and impacted files@@ Coverage Diff @@
## feature/compress #490 +/- ##
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Coverage 73.40% 73.40%
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Files 180 180
Lines 18127 18127
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Hits 13306 13306
Misses 4821 4821 ☔ View full report in Codecov by Sentry. 🚀 New features to boost your workflow:
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| def run_search(self) -> None: | ||
| runtime = NativeDdpRuntime( |
Collaborator
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Since we are not defining inside with block, we need to explicitly cleanup using runtime.cleanup() in the end
Contributor
Author
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Adding runtime.cleanup() will make it fail as run_search() expects the runtime context initialized/closed from outside. Ideally, we should pass runtime reference here, as calling runtime = NativeDdpRuntime() is confusing.
For now, I am making a relevant comment in this place and in convert_compress_model() and creating an internal Nvidia issue for this.
tests/experimental/torch/_compress/nas/plugins/test_nas_convert.py
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Signed-off-by: Daniel Korzekwa <dkorzekwa@nvidia.com>
Signed-off-by: Daniel Korzekwa <dkorzekwa@nvidia.com>
kevalmorabia97
approved these changes
Nov 3, 2025
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What does this PR do?
modelopt nas search() implementation for the compress algorithm