TPTBusiness 999bbac08d perf(kronos): batch GPU inference via predict_batch — 75x faster ...

Replace sequential predict() calls with predict_batch() in both
build_kronos_factor and evaluate_kronos_model. Up to batch_size windows
processed simultaneously on GPU, reducing per-window time from ~10s to
~0.13s (10 windows in 1.3s on RTX 5060 Ti, 75x speedup).

Adds --batch-size / -b option (default 32) to both kronos-factor and
kronos-eval CLI commands. Falls back to single inference per window if a
batch fails. Refactors timestamp prep into _build_window_inputs helper.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

2026-04-18 12:10:30 +02:00

..

app

feat: unified backtest engine, LLM error handling, strategy refactor

2026-04-17 22:52:07 +02:00

components

perf(kronos): batch GPU inference via predict_batch — 75x faster

2026-04-18 12:10:30 +02:00

core

feat: unified backtest engine, LLM error handling, strategy refactor

2026-04-17 22:52:07 +02:00

log

feat(logging): write complete LLM prompts and responses to daily JSONL log

2026-04-17 21:46:28 +02:00

oai

feat(logging): write complete LLM prompts and responses to daily JSONL log

2026-04-17 21:46:28 +02:00

scenarios

feat: unified backtest engine, LLM error handling, strategy refactor

2026-04-17 22:52:07 +02:00

utils

fix(security): Patch 5 CodeQL path injection and weak hashing alerts (#25-#30)

2026-04-11 21:54:27 +02:00