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feat: report insight suite optimization metrics - #905

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ryana merged 5 commits into
ase-622-insight-suite-metrics/rangillyfrom
ase-623-report-insight-suite-metrics/rangilly
Jul 27, 2026
Merged

feat: report insight suite optimization metrics#905
ryana merged 5 commits into
ase-622-insight-suite-metrics/rangillyfrom
ase-623-report-insight-suite-metrics/rangilly

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@ryana ryana commented Jul 27, 2026

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Summary

  • add a separate Insight Suite reward table to round analysis, comparing every available dimension with the round-zero baseline
  • include deterministic baseline-versus-winner Insight metrics in the final report and compact terminal summary
  • preserve the generated OPTIMIZATION.md report when terminal result persistence writes the compact run summary
  • keep validation-based ranking and winner selection unchanged

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Linear

Source

Reissues NVIDIA-dev/NeMo-Optimizer#95.

Validation

  • uv run --frozen --group experimentalist pytest -q plugins/nemo-experimentalist/tests/experimentalist/test_loop_reporting.py plugins/nemo-experimentalist/tests/test_experimentalist_backend.py plugins/nemo-experimentalist/tests/experimentalist/test_loop_insight_suite.py — 26 passed
  • uv run --frozen ruff check plugins/nemo-experimentalist
  • uv run --frozen ruff format --check plugins/nemo-experimentalist
  • uv run --frozen ty check on all layer-2 files
  • SKIP=studio-lint-staged uv run pre-commit run -a — all applicable hooks passed; Studio was skipped because no web files changed and the optional Node 22.18/pnpm environment is not installed

Reissues NVIDIA-dev/NeMo-Optimizer#95 in the nemo-platform monorepo.

Signed-off-by: Ryan Angilly <rangilly@nvidia.com>
@ryana
ryana requested review from a team as code owners July 27, 2026 16:16
@github-actions github-actions Bot added the feat label Jul 27, 2026
Reissues NVIDIA-dev/NeMo-Optimizer#96 for the Experimentalist plugin.\n\nLinear: ASE-625, ASE-699

Signed-off-by: Ryan Angilly <rangilly@nvidia.com>
Reissues NVIDIA-dev/NeMo-Optimizer#97 for the Experimentalist plugin.\n\nLinear: ASE-684, ASE-699

Signed-off-by: Ryan Angilly <rangilly@nvidia.com>
ryana added 2 commits July 27, 2026 11:18
…tness/rangilly

fix: make Insight evaluation promotion-safe
…ion/rangilly

feat: suggest Insight Suite tasks for validation
@ryana
ryana merged commit cbe92c2 into ase-622-insight-suite-metrics/rangilly Jul 27, 2026
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@ryana
ryana deleted the ase-623-report-insight-suite-metrics/rangilly branch July 27, 2026 17:20
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