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jnaranjo
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Mar 16, 2022
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''' | ||
Script to launch for parameter counting | ||
''' | ||
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import argparse | ||
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from tensorflow.keras.models import load_model | ||
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from utils.nessi import nessi | ||
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def arg_parser(): | ||
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parser = argparse.ArgumentParser(description="arguments for inference", | ||
formatter_class=argparse.ArgumentDefaultsHelpFormatter) | ||
parser.add_argument("--model", required=True, type=str, help="path to model") | ||
parser.add_argument("--framework", required=True, type=str, | ||
choices=["torch", "tflite", "tf"], help="deep learning framework") | ||
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args = parser.parse_args() | ||
return args | ||
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if __name__ == '__main__': | ||
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opt = arg_parser() | ||
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if opt.framework == "torch": | ||
# load torch model | ||
nessi.get_model_size(model, opt.framework, input_size=(1, 44100)) | ||
elif opt.framework == "tflite": | ||
nessi.get_model_size(opt.model, opt.framework) | ||
elif opt.framework == "tf": | ||
model = load_model(opt.model) | ||
nessi.get_model_size(model, opt.framework) | ||
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