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