[FT] feat: Add FasterTransformer v3.0 1. Add supporting of INT8 quantization of cpp and TensorFlow op. 2. Provide the tools to quantize the model. 3. Fix the bugs that cmake 3.15 and 3.16 cannot build this project. 4. Deprecate the FasterTransformer v1
34 lines
1.4 KiB
Python
34 lines
1.4 KiB
Python
# Copyright (c) 2020, 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 sys
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import tensorflow as tf
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from sacrebleu import corpus_bleu
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def bleu_score(pred_file, ref_file):
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with tf.io.gfile.GFile(pred_file) as pred_stream, tf.io.gfile.GFile(ref_file) as ref_stream:
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bleu = corpus_bleu(pred_stream, [ref_stream], force=True)
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print(" bleu score: {:6.2f}".format(bleu.score))
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print(" bleu counts: {}".format(bleu.counts))
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print(" bleu totals: {}".format(bleu.totals))
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print(" bleu precisions: {}".format(bleu.precisions))
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print(" bleu sys_len: {}; ref_len: {}".format(bleu.sys_len, bleu.ref_len))
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return bleu
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if __name__ == "__main__":
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if len(sys.argv) != 3:
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print("[ERROR] bleu_score.py needs a result file and a solution file. \n e.g. python bleu_score.py f1.txt f2.txt")
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sys.exit(0)
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bleu_score(sys.argv[1], sys.argv[2])
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