@echo off
REM ============================================================
REM  BG29 buoc 2 (12/08/2026) - train ShotNet c4a/c4b tren bb9_synth
REM  150k voi augmentation "detections thua bi muc tieu".
REM  VI SAO: BG28 chan doan khe sim->real la PHAN PHOI mat do
REM  detection bi muc tieu (cu 11 = 1.01 det khong-cue/frame, cu 12
REM  = 3.09, synth train 95-96%% visibility ~ 5.3 det/frame), KHONG
REM  phai kien truc hay input path (slot-builder da duoc minh oan
REM  bang thi nghiem cach ly 30 cu, lech 3.83 deg / 3.3%%).
REM  c4a = c3 + dropout slot bi muc tieu (keep ~U[0.10,0.95] tren
REM        75%% cu, cue KHONG dropout)
REM  c4b = c4a + reweight loss ve lat target (cham dau >=0.3s,
REM        13.62%% train, w=3.0 - weight loss chu KHONG oversample
REM        de giu nguyen so buoc moi epoch nhu c3)
REM  Kien truc/optimizer/ngan sach buoc = y het c3 (194.8 phut moc).
REM  NGAN SACH CHOT TRUOC: dung 2 config. Muon config thu 3 phai hoi.
REM  Checkpoint chon theo VAL (augmentation TAT khi val - so val phai
REM  so duoc voi c3). Ket qua -> poolcoach-rl\models\shotnet_20260812_c4?\
REM  NGHIEM THU o run_shotnet_eval_p2prime.bat: gate P2' tren lat
REM  >=0.3s held-out (n=669) - bar 2 deg / 10%% / 80%% / 80%% VA hon moc
REM  c3 tren chinh lat do (3.03 deg / 9.73%% / 69.7%% / 65.3%%).
REM ============================================================
set PYTHONUTF8=1
call "D:\Khoa luan\poolcoach-cv-env\Scripts\activate.bat"
cd /d "D:\Khoa luan\poolcoach-rl"
python -u scripts\broadcast\train_shotnet.py --config c4a
python -u scripts\broadcast\train_shotnet.py --config c4b
pause