Commit Graph

5 Commits

Author SHA1 Message Date
jgrusewski
14d405f112 refactor(ml): remove legacy base_model_memory_mb from BatchSizeConfig
Single model_memory_mb field now serves as the sole source of truth for
base model memory. Removes the redundant base_model_memory_mb field,
legacy dual-path branches in calculate_optimal_batch_size() and
max_safe_batch_size(), and the associated legacy test.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-02-28 20:58:04 +01:00
jgrusewski
6804f0facf fix(dqn): let PSO control batch_size, use VRAM ceiling instead of AutoBatchSizer override
AutoBatchSizer was computing an "optimal" batch_size (128 on L4) and
overriding the PSO-chosen value. On an L4 24GB this meant 3.5% VRAM
utilization per trial. Now the trainer only clamps if the batch_size
would actually OOM, letting PSO explore the full [64, 4096] range.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-02-28 20:48:43 +01:00
jgrusewski
979061c80c fix: downgrade remaining DQN training warn noise to debug/info
Portfolio value <= 0 during early exploration is expected behavior,
not a warning. GPU memory utilization advisory is informational.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-02-27 23:48:19 +01:00
jgrusewski
ff8a275d47 fix(ml): widen flaky QAT checkpoint test range + use PVC sccache
- Widen observer checkpoint test bounds from 4σ to 5σ — random
  calibration data can exceed 4.0 with 100 batches of normal(0,1)
- Override SCCACHE_BUCKET="" in .rust-base so check/test jobs use
  PVC-backed SCCACHE_DIR instead of S3

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-02-25 23:55:35 +01:00
jgrusewski
9c3d741a08 refactor: restructure repo — crates/, bin/, testing/ layout
Move 17 library crates into crates/, CLI binary into bin/fxt,
consolidate 10 test crates into testing/, split config crate
from deployment config files.

Root directory reduced from 38+ to ~17 directories.
All Cargo.toml paths and build.rs proto refs updated.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
2026-02-25 11:56:00 +01:00