@echo off
REM ============================================================
REM  F2 CV baseline (BRIEF 05/08/2026, buoc 3) - TIMEBOX run
REM  YOLO11n fine-tune tu COCO tren pix2pockets (247 anh, CC BY 4.0),
REM  split 80/20 seed 20260805: train 198 / val 49.
REM  05/08 chieu (ban giao 17): venv CV rieng poolcoach-cv-env
REM  (torch 2.12.1+cu130, RTX 3070) -> train GPU (--device 0).
REM  poolcoach-env GIU torch CPU vinh vien cho nhanh RL (SB3
REM  device=auto phai ra CPU de so duoc voi so RL cu).
REM  So baseline 05/08 sang la do TREN CPU (wall 40.6 min, ban .bat
REM  truoc ban giao 17); chay lai ban nay = cung setting, device GPU.
REM  Setting timebox: epochs 30, imgsz 640, batch 8.
REM  Gate G3: chay tron khong crash; KHONG gate theo nguong AP.
REM  Artifact: D:\Khoa luan\cv_baseline_20260805\ (metrics.json, best.pt,
REM  results.csv, overlay val).
REM ============================================================
set PYTHONUTF8=1
set OMP_NUM_THREADS=8
call "D:\Khoa luan\poolcoach-cv-env\Scripts\activate.bat"
cd /d "D:\Khoa luan\poolcoach-rl"
python scripts\cv\train_baseline.py --epochs 30 --device 0 > "D:\Khoa luan\cv_train_baseline_out.txt" 2>&1
type "D:\Khoa luan\cv_train_baseline_out.txt"
pause