======== Optuna 4전략 TPE 순차 시작 2026-07-21T11:33:07+09:00 ========
START=2026-07-20 END=2026-07-21 MODE=tpe TRIALS=200
STRATEGIES=momentum tail breakout scalp
apply-best=OFF orderbook=off n_jobs=1
master_log=logs/optuna_4strat_tpe_2026-07-20_2026-07-21_20260721_113307_master.log
               total        used        free      shared  buff/cache   available
Mem:            13Gi       4.5Gi       1.8Gi        64Mi       7.7Gi       9.1Gi
/dev/mapper/ubuntu--vg-ubuntu--lv   47G   38G  6.4G  86% /

-------- [momentum] START 2026-07-21T11:33:07+09:00 study=momentum_tpe_20260720_20260721_20260721_113307 --------
-------- [momentum] END rc=0 2026-07-21T11:39:38+09:00 --------
LOG=logs/optuna_momentum_tpe_20260721_113307.log
OPTUNA_RESULT_JSON=/home/hoon/kis_bot/kis_trader/backtest/results/optuna_momentum_tpe_20260721_113936.json
OPTUNA_RESULT_JSON=/home/hoon/kis_bot/kis_trader/backtest/results/optuna_momentum_tpe_20260721_113936.json
OPTUNA_RESULT_JSON=/home/hoon/kis_bot/kis_trader/backtest/results/optuna_momentum_tpe_20260721_113936.json
OPTUNA_RESULT_JSON=/home/hoon/kis_bot/kis_trader/backtest/results/optuna_momentum_tpe_20260721_113936.json

-------- [tail] START 2026-07-21T11:39:38+09:00 study=tail_tpe_20260720_20260721_20260721_113938 --------
-------- [tail] END rc=0 2026-07-21T11:50:44+09:00 --------
LOG=logs/optuna_tail_tpe_20260721_113938.log
OPTUNA_RESULT_JSON=/home/hoon/kis_bot/kis_trader/backtest/results/optuna_tail_tpe_20260721_115041.json
OPTUNA_RESULT_JSON=/home/hoon/kis_bot/kis_trader/backtest/results/optuna_tail_tpe_20260721_115041.json
OPTUNA_RESULT_JSON=/home/hoon/kis_bot/kis_trader/backtest/results/optuna_tail_tpe_20260721_115041.json
[11:50:44] [param_search_optuna] 🏆 Best trial #136 | objective=1.124e+04 | pnl=11241.0 | wr=54.5% | trades=11
OPTUNA_RESULT_JSON=/home/hoon/kis_bot/kis_trader/backtest/results/optuna_tail_tpe_20260721_115041.json

-------- [breakout] START 2026-07-21T11:50:44+09:00 study=breakout_tpe_20260720_20260721_20260721_115044 --------
-------- [breakout] END rc=0 2026-07-21T11:53:22+09:00 --------
LOG=logs/optuna_breakout_tpe_20260721_115044.log
OPTUNA_RESULT_JSON=/home/hoon/kis_bot/kis_trader/backtest/results/optuna_breakout_tpe_20260721_115322.json
OPTUNA_RESULT_JSON=/home/hoon/kis_bot/kis_trader/backtest/results/optuna_breakout_tpe_20260721_115322.json
OPTUNA_RESULT_JSON=/home/hoon/kis_bot/kis_trader/backtest/results/optuna_breakout_tpe_20260721_115322.json
OPTUNA_RESULT_JSON=/home/hoon/kis_bot/kis_trader/backtest/results/optuna_breakout_tpe_20260721_115322.json

-------- [scalp] START 2026-07-21T11:53:22+09:00 study=scalp_tpe_20260720_20260721_20260721_115322 --------
-------- [scalp] END rc=0 2026-07-21T11:56:08+09:00 --------
LOG=logs/optuna_scalp_tpe_20260721_115322.log
OPTUNA_RESULT_JSON=/home/hoon/kis_bot/kis_trader/backtest/results/optuna_scalp_tpe_20260721_115607.json
OPTUNA_RESULT_JSON=/home/hoon/kis_bot/kis_trader/backtest/results/optuna_scalp_tpe_20260721_115607.json
OPTUNA_RESULT_JSON=/home/hoon/kis_bot/kis_trader/backtest/results/optuna_scalp_tpe_20260721_115607.json
OPTUNA_RESULT_JSON=/home/hoon/kis_bot/kis_trader/backtest/results/optuna_scalp_tpe_20260721_115607.json

======== ALL DONE 2026-07-21T11:56:08+09:00 ========
apply 하지 않음. JSON은 kis_trader/backtest/results/optuna_*_tpe_*.json
검증: .venv/bin/python scripts/verify_optuna_tpe_apply_dryrun.py