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export.py
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export.py
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import time
import torch
from models import FaceAttributeModel
if __name__ == '__main__':
checkpoint = 'BEST_checkpoint.tar'
print('loading {}...'.format(checkpoint))
start = time.time()
checkpoint = torch.load(checkpoint)
print('elapsed {} sec'.format(time.time() - start))
model = checkpoint['model'].module
print(type(model))
# model.eval()
filename = 'face-attributes.pt'
torch.save(model.state_dict(), filename)
start = time.time()
torch.save(model.state_dict(), filename)
print('elapsed {} sec'.format(time.time() - start))
print('loading {}...'.format(filename))
start = time.time()
model = FaceAttributeModel()
model.load_state_dict(torch.load(filename))
print('elapsed {} sec'.format(time.time() - start))
filename_scripted = 'face-attributes_scripted.pt'
print('saving {}...'.format(filename_scripted))
start = time.time()
torch.jit.save(torch.jit.script(model), filename_scripted)
print('elapsed {} sec'.format(time.time() - start))
print('loading {}...'.format(filename))
start = time.time()
model = torch.jit.load(filename_scripted)
print('elapsed {} sec'.format(time.time() - start))