25 lines
759 B
Python
25 lines
759 B
Python
import sys, time, random, argparse
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from copy import deepcopy
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import torchvision.models as models
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from pathlib import Path
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lib_dir = (Path(__file__).parent / '..' / '..' / 'lib').resolve()
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if str(lib_dir) not in sys.path: sys.path.insert(0, str(lib_dir))
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from utils import get_model_infos
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#from models.ImageNet_MobileNetV2 import MobileNetV2
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from torchvision.models.mobilenet import MobileNetV2
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def main(width_mult):
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# model = MobileNetV2(1001, width_mult, 32, 1280, 'InvertedResidual', 0.2)
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model = MobileNetV2(width_mult=width_mult)
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print(model)
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flops, params = get_model_infos(model, (2, 3, 224, 224))
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print('FLOPs : {:}'.format(flops))
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print('Params : {:}'.format(params))
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print('-'*50)
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if __name__ == '__main__':
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main(1.0)
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main(1.4)
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