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- # Copyright (c) 2018, NVIDIA CORPORATION. All rights reserved.
- #
- # Licensed under the Apache License, Version 2.0 (the "License");
- # you may not use this file except in compliance with the License.
- # You may obtain a copy of the License at
- #
- # http://www.apache.org/licenses/LICENSE-2.0
- #
- # Unless required by applicable law or agreed to in writing, software
- # distributed under the License is distributed on an "AS IS" BASIS,
- # WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- # See the License for the specific language governing permissions and
- # limitations under the License.
- import os
- import json
- from functools import reduce
- import time
- def count_parameters(model):
- c = map(lambda p: reduce(lambda x, y: x * y, p.size()), model.parameters())
- return sum(c)
- def save_result(result, path):
- write_heading = not os.path.exists(path)
- with open(path, mode='a') as out:
- if write_heading:
- out.write(",".join([str(k) for k, v in result.items()]) + '\n')
- out.write(",".join([str(v) for k, v in result.items()]) + '\n')
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