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November 17, 2020 07:46
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Check the number of parameters of a model
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| # reference | |
| # https://discuss.pytorch.org/t/how-do-i-check-the-number-of-parameters-of-a-model/4325 | |
| def get_n_params(model): | |
| pp=0 | |
| for p in list(model.parameters()): | |
| nn=1 | |
| for s in list(p.size()): | |
| nn = nn*s | |
| pp += nn | |
| return pp | |
| model = LambdaResNet50() | |
| print(get_n_params(model)) # 14.9M (Ours) / 15M(Paper) |
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