Exp-ResNet/auto_train.py at main · WaterMinding/Exp-ResNet · GitHub

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import subprocess

print("ResNet18_FULL...")
subprocess.run([
    "python",
    "train.py",
    "--ResConnection", "1",
    "--BatchNorm", "1",
    "--ModelName", "ResNet18_FULL",
    "--Depth", "18",
    "--Seed", "42",
])

print("ResNet18_Nbn...")
subprocess.run([
    "python",
    "train.py",
    "--ResConnection", "1",
    "--BatchNorm", "0",
    "--ModelName", "ResNet18_Nbn",
    "--Depth", "18",
    "--Seed", "42",
])

print("ResNet18_Nres...")
subprocess.run([
    "python",
    "train.py",
    "--ResConnection", "0",
    "--BatchNorm", "1",
    "--ModelName", "ResNet18_Nres",
    "--Depth", "18",
    "--Seed", "42",
])

print("ResNet18_Nboth...")
subprocess.run([
    "python",
    "train.py",
    "--ResConnection", "0",
    "--BatchNorm", "0",
    "--ModelName", "ResNet18_Nboth",
    "--Depth", "18",
    "--Seed", "42",
])

print("ResNet50_FULL...")
subprocess.run([
    "python",
    "train.py",
    "--ResConnection", "1",
    "--BatchNorm", "1",
    "--ModelName", "ResNet50_FULL",
    "--Depth", "50",
    "--Seed", "42",
])

print("ResNet50_Nbn...")
subprocess.run([
    "python",
    "train.py",
    "--ResConnection", "1",
    "--BatchNorm", "0",
    "--ModelName", "ResNet50_Nbn",
    "--Depth", "50",
    "--Seed", "42",
])

print("ResNet50_Nres...")
subprocess.run([
    "python",
    "train.py",
    "--ResConnection", "0",
    "--BatchNorm", "1",
    "--ModelName", "ResNet50_Nres",
    "--Depth", "50",
    "--Seed", "42",
])

print("ResNet50_Nboth...")
subprocess.run([
    "python",
    "train.py",
    "--ResConnection", "0",
    "--BatchNorm", "0",
    "--ModelName", "ResNet50_Nboth",
    "--Depth", "50",
    "--Seed", "42",
])