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v0.1.0 — Evidence-first hardware-aware optimization

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@johnquevedo johnquevedo released this 25 Jul 22:40

Changelog

v0.1.0 — 2026-07-25

Initial public evidence release.

  • Hardware-aware search across quantization, pruning, compilation, batching,
    and runtime configurations.
  • PyTorch, CUDA, ONNX Runtime, TensorRT, and Ray execution paths.
  • Pareto-frontier and constraint-aware recommendation logic.
  • Local FastAPI inference-bundle export.
  • Verified Apple Silicon CPU and NVIDIA Tesla T4 evidence across three real
    pretrained models and public labeled evaluation data.
  • Reproducibility records, failed-trial retention, cost proof, and termination
    proof.

This release does not claim memory reduction, external users, or deployment.