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run.py
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run.py
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import argparse
import yaml
from pprint import pprint
import training.tools
import training.run
arg_parser = argparse.ArgumentParser()
arg_parser.add_argument("--exp",
default='experiments/resnet-20-one-shot.yaml',
type=str,
help="Path to .yaml file with experiments")
arg_parser.add_argument("--gpu",
default=0,
type=int,
help="Which GPU to use in case of multiple GPUs in the system")
args, unknown_args = arg_parser.parse_known_args()
print(f"UNKNOWN CMD ARGUMENTS: {unknown_args}")
print(f" KNOWN CMD ARGUMENTS: {args.__dict__}")
training.tools.set_visible_gpu([args.gpu])
training.tools.set_memory_growth()
training.tools.set_precision(32)
with open(args.exp, 'r') as f:
experiments = yaml.safe_load_all(f)
defaults, *exp_queue = experiments
for idx, _exp in enumerate(exp_queue):
exp = defaults.copy()
exp.update(_exp)
print(f"RUNNING {idx + 1}/{len(exp_queue)}")
pprint(exp)
training.run.run_experiment(exp)
with open(exp["logs"], "a") as f:
yaml.safe_dump(exp, stream=f, explicit_start=True, sort_keys=False)
print(f"SAVED DEFINITION LOGS: {exp['logs']}")