ArtiAgent - DefectDiffu/src/loop-file.py

import subprocess
import sys

# Common base arguments across all runs
BASE_CMD = [
    sys.executable,  # Uses the currently active Python interpreter
    "batch_agent_orchestrator.py",
    "--input-dir", r"C:\Users\admin_mtds\OneDrive\Desktop\ChinKuan\TestingImage\01_bubble_sensor",
    "--output-dir", r"C:\Users\admin_mtds\OneDrive\Desktop\ChinKuan\ArtiAgent - Defect\agent_output",
    "--defectdiffu-ckpt", r"C:\Users\admin_mtds\OneDrive\Desktop\ChinKuan\ArtiAgent - Defect\engine\DefectDiffu\checkpoint_old-4\model_300.pth",
    "--vae-path", r"C:\Users\admin_mtds\OneDrive\Desktop\ChinKuan\ArtiAgent - Defect\engine\DefectDiffu\checkpoints\sd-vae-ft-mse",
    "--product-desc", "VCSEL laser diode with emission aperture and surrounding mesa",
    "--max-defects-per-image", "3",
    "--device", "cuda"
]

# Variations for each step in a single loop
TASKS = [
    ["--defect-type", "tiger-strip"],
    ["--defect-type", "bubble"],
    []  # Default/No defect-type specified
]

TOTAL_LOOPS = 16

if __name__ == "__main__":
    for loop_num in range(1, TOTAL_LOOPS + 1):
        print(f"\n" + "=" * 50)
        print(f"🚀 STARTING LOOP {loop_num} OF {TOTAL_LOOPS}")
        print("=" * 50)

        for step_idx, task_args in enumerate(TASKS, start=1):
            full_command = BASE_CMD + task_args
            print(f"\n--> Running Task {step_idx}/3 for Loop {loop_num}...")
            
            # Run command and block until it completes
            result = subprocess.run(full_command)

            # Check if command failed
            if result.returncode != 0:
                print(f"❌ Error encountered on Loop {loop_num}, Task {step_idx}. Execution stopped.")
                sys.exit(result.returncode)

    print("\n🎉 Success! Completed all 16 loops.")