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add --fine-tune arg to train.py and test.py #90

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add --fine-tune arg to train.py and test.py #90

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713791a
add fine tune toggle to avoid saved config file being overridden by o…
YiweiJiang2015 Apr 15, 2021
0a7090c
also add --fine-tune to test.py
YiweiJiang2015 Apr 15, 2021
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3 changes: 2 additions & 1 deletion parse_config.py
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Original file line number Diff line number Diff line change
Expand Up @@ -69,8 +69,9 @@ def from_args(cls, args, options=''):
cfg_fname = Path(args.config)

config = read_json(cfg_fname)
if args.config and resume:
if args.config and resume and args.fine_tune:
# update new config for fine-tuning
# if not fine tune, the saved config will remain as it is
config.update(read_json(args.config))

# parse custom cli options into dictionary
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2 changes: 2 additions & 0 deletions test.py
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Expand Up @@ -72,6 +72,8 @@ def main(config):
args = argparse.ArgumentParser(description='PyTorch Template')
args.add_argument('-c', '--config', default=None, type=str,
help='config file path (default: None)')
args.add_argument('-ft', '--fine-tune', default=False, type=bool,
help='fine tune pretrained model or not. If True, the saved config will be overridden by outer config')
args.add_argument('-r', '--resume', default=None, type=str,
help='path to latest checkpoint (default: None)')
args.add_argument('-d', '--device', default=None, type=str,
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2 changes: 2 additions & 0 deletions train.py
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Expand Up @@ -58,6 +58,8 @@ def main(config):
args = argparse.ArgumentParser(description='PyTorch Template')
args.add_argument('-c', '--config', default=None, type=str,
help='config file path (default: None)')
args.add_argument('-ft', '--fine-tune', default=False, type=bool,
help='fine tune pretrained model or not. If True, the saved config will be overridden by outer config')
args.add_argument('-r', '--resume', default=None, type=str,
help='path to latest checkpoint (default: None)')
args.add_argument('-d', '--device', default=None, type=str,
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