@echo off
REM ============================================================
REM  BG27 buoc 2 - train ShotNet (net suy nguoc thong so cu danh,
REM  P2 design %%6) tren bb9_synth 150k (BRIEF 11/08/2026 toi muon).
REM  Venv CV (torch CUDA, RTX 3070). Val ~2%% cat tu TRAIN theo seed
REM  20260811 - 5k held-out la TEST, script KHONG doc heldout.
REM  Ky luat: dung 3 config chay tron (CONFIGS trong script, moi
REM  config mot dong gia thuyet); checkpoint chon theo VAL score
REM  = dphi/2 + v0rel/0.10 + (1-side)/0.20 + (1-vert)/0.20
REM  (1.0 moi ve = bar G-27.3). Curve CSV+PNG moi epoch ->
REM  poolcoach-rl\models\shotnet_20260811_<cfg>\
REM  CONFIG THANG THEO VAL: c3 (d192x6L 2.68M params, delta-xy
REM  feature, (a,b)/0.4 w2.0, aux v0_ball/phi_ball, phi loss
REM  Huber-goc delta 5 deg w6.0, huber_v0 0.10, 60 epoch, 194.8
REM  phut GPU). Val best ep55: dphi 7.66 deg | v0rel 0.117 |
REM  side 0.667 | vert 0.361 | score 9.87.
REM  (c1 score 13.44, c2 11.53 - curve + spec tung run trong git.)
REM  Gate G-27.3 cham o run_shotnet_eval.bat tren 5k held-out.
REM ============================================================
set PYTHONUTF8=1
call "D:\Khoa luan\poolcoach-cv-env\Scripts\activate.bat"
cd /d "D:\Khoa luan\poolcoach-rl"
python scripts\broadcast\train_shotnet.py --config c3 %*
pause