def EfficientNetB4Test(ckp_path, data_path):
model_kwargs = {"classes": 1}
auc, acc = test_model_checkpoint(ckp_path, EfficientNetB4, model_kwargs,
380, data_path)
print(f"Model from {ckp_path}")
print(f"auc = {auc}, acc = {acc}")
def BasicCNNTest(ckp_path, data_path):
model_kwargs = {}
auc, acc = test_model_checkpoint(ckp_path, BasicCNN, model_kwargs, 512,
data_path)
print(f"Model from {ckp_path}")
print(f"auc = {auc}, acc = {acc}")
def VGG16Test(ckp_path, data_path):
model_kwargs = {"in_channels": 3, "output_size": 1}
auc, acc = test_model_checkpoint(ckp_path, VGG16, model_kwargs, 244,
data_path)
print(f"Model from {ckp_path}")
print(f"auc = {auc}, acc = {acc}")
def ResNet152Test(ckp_path, data_path):
model_kwargs = {"in_channels": 3, "classes": 1}
auc, acc = test_model_checkpoint(ckp_path, ResNet152, model_kwargs, 244,
data_path)
print(f"Model from {ckp_path}")
print(f"auc = {auc}, acc = {acc}")
def BatchNormCNNTest(ckp_path, data_path):
model_kwargs = {}
auc, acc = test_model_checkpoint(ckp_path, BatchNormCNN, model_kwargs, 256,
data_path)