Splits failures into FatalError (abort the run) and JobError (record and
continue the batch), which is the distinction the batch runner needs.
DiskFull and SchemaTooNew are fatal on purpose: continuing past ENOSPC
only produces more corrupt artifacts.
Only NetworkError is retryable; retrying a private video is noise.
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
Replace the ad-hoc stdlib venv with a uv-managed, locked environment and
add the quality gates:
- pre-commit: ruff (lint + format), pyright, pytest at 100% coverage
- pre-push: pylint, mypy --strict
- commit-msg: conventional commits
pytest and pyright run with pass_filenames: false so they always see the
whole project; --cov-fail-under stays in the hook rather than addopts so
single-file TDD runs are not blocked by coverage.
requires-python is >=3.12 because numpy 2.5 does not support 3.11.
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
Set up this workstation to run Whisper on the Intel Iris Xe iGPU via
OpenVINO GenAI, and capture the setup steps and measured baseline.
- README-intel.md: end-to-end setup for Intel GPUs on Linux — compute
runtime install, render-node permissions, venv, pre-converted models,
verification, and troubleshooting.
- scripts/smoke.py: transcribes a clip on GPU and CPU, reports timings.
- scripts/bench.py: 3 passes per device in an isolated process, also
reporting CPU-time consumed to quantify offload.
Measured on Iris Xe (80 EU) + i5-1145G7 with large-v3-turbo-int8 over
121s of audio: GPU ~23s (~5.2x realtime, 1.0 cores busy) vs CPU ~39s
(~3.1x, 3.8 cores busy) — ~1.7x faster using ~6x less CPU time.
Two findings recorded in the README because both silently mislead:
Python 3.14 defaults multiprocessing to forkserver, so an unguarded
script runs a second copy of itself concurrently and inflates timings;
and short clips are dominated by fixed overhead, where GPU and CPU tie.
No pipeline code yet — environment setup only.
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
JMR-devandClaude Opus 5