Local release measurements

Repository tools provide fixed mixed-value and full-Enron workloads:

poetry run python tools/benchmarks.py components --output COMPONENT_REPORT.json
poetry run python tools/benchmarks.py pipeline --area NEW_TRIAL_DIRECTORY --output PIPELINE_REPORT.json

The component workload checks strict/logical normalization and CPU/CUDA reference parity, first/warm calls, and isolated warm GPU allocation/transfer/kernel timings. The pipeline workload scans all 517,401 pinned Enron records with three local workers, publishes a snapshot, reopens it and runs report/export operations. tools/measure_windows_job.ps1 measures elapsed time and aggregate committed host memory across the process tree, records code/dependency/hardware provenance, and rejects source changes during a trial. Its memory metric excludes GPU VRAM. tools/release_limits.psm1 freezes limits from three trials of each workload and evaluates independent holdouts against checksummed limits. Failed limits retain failure receipts and fail the command. Raw workload reports establish parity and measurements; release acceptance also requires frozen-limit and quality checks.

poetry run python -m pytest tests/gates proves the formatting, typing, coverage, dependency and broken-runtime-requirement gates actually reject controlled faults.