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RELEASES.md

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2026-04-08

  • Add dual logging: logging: wandb (default) or logging: tui for agent-friendly terminal output
  • Add CSVLoggingCallback (always active): writes metrics.csv every epoch with dynamic column expansion
  • Add TUILoggingCallback: structured per-epoch terminal output replacing W&B
  • Add LatestModelCallback (always active): saves latest_model.pt every epoch
  • Add provenance tracking: env_snapshot.yaml + run_metadata.yaml per run
  • Add Rust TUI monitor (tools/monitor/): real-time loss curve visualization from metrics.csv
  • Add doctor CLI command: system environment health check
  • Add monitor CLI command: launch TUI monitor with auto-detection
  • Improve loss prediction: shifted exponential decay L(t) = a·exp(-b·t) + c
  • Complete migration skill documentation (M1–M6) with detailed code-level migration steps
  • Add migration enforcement: pre-push hook blocks push when source files change without migration doc updates

2025-04-14

  • Change metric of pruner: val_loss -> train_loss

2024-12-16

  • Add PFL (Predicted Final Loss) Pruner and its documentation
    • Add PFL Pruner to optimize hyperparameter search
    • Update default optimization template with PFL Pruner configuration
    • Add Pruner documentation in README.md under Appendix section

2024-09-22

  • Early stop when loss becomes NaN
  • Fix a bug in load_best_model

2024-09-20

  • Add utils.select_project

2024-09-10

  • Support TPE.GridSampler
    • Add OptimizeConfig.grid_search_space
    • Modify OptimizeConfig._create_sampler
    • Caution: For GridSampler, all variables in search_space should be categorical