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main.py
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main.py
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import argparse
from handlers.eval_config import eval_config, load_yaml
if __name__ == "__main__":
parser = argparse.ArgumentParser()
parser.add_argument("--config", type=str, default="config_yaml/config.yaml")
parser.add_argument("--num-epochs", type=int, default=1000)
parser.add_argument("--gpu-indices", type=str, default=None)
parser.add_argument("--resume-path", type=str, default=None)
parser.add_argument("--checkpoint-path", type=str, default=None)
args = parser.parse_args()
stages = eval_config(config=load_yaml(args.config))
gpu_indices = []
if args.gpu_indices is not None:
gpu_indices = [
eval(gpu_index.strip()) for gpu_index in args.gpu_indices.split(",")
]
# training
if "trainer" in stages:
trainer = stages["trainer"]
trainer(
num_epochs=args.num_epochs,
resume_path=args.resume_path,
checkpoint_path=args.checkpoint_path,
gpu_indices=gpu_indices,
)
# evaluation
elif "evaluator" in stages:
evaluator = stages["evaluator"]
evaluator(
checkpoint_path=args.checkpoint_path,
gpu_indices=gpu_indices,
)
else:
print("No Run !.")