2019-07-08 22:51:28 +02:00
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#!/usr/bin/env bash
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2019-09-10 17:21:52 +02:00
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# Copyright (c) 2019 NVIDIA CORPORATION. All rights reserved.
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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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2019-07-08 22:51:28 +02:00
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DATA_DIR=${1:-/workspace/bert/data}
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# Download vocab files from pretrained model
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cd vocab && python3 download_models.py && rm *.zip && rm ./*/*.ckpt.*
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# Download SQUAD
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cd $DATA_DIR/squad && . squad_download.sh
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# Download SWAG
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git clone https://github.com/rowanz/swagaf.git $DATA_DIR/swag
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# Download GLUE
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cd $DATA_DIR/glue && . download_mrpc.sh
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# WIKI Download
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cd $DATA_DIR/wikipedia_corpus && . download_wikipedia.sh
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# Bookcorpus Download
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cd $DATA_DIR/bookcorpus && . download_bookcorpus.sh
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cd $DATA_DIR
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# Create HDF5 files for WIKI
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bash create_datasets_from_start.sh wikipedia_corpus ./wikipedia_corpus/wikipedia_corpus.txt \
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&& rm -r ./wikipedia_corpus/final_* \
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# Create HDF5 files for Bookcorpus
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bash create_datasets_from_start.sh bookcorpus ./bookcorpus/bookcorpus.txt \
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&& rm -r ./bookcorpus/final_* \
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# Create HDF5 files for inter sequence-pair mixed Wikipedia and Bookcorpus
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bash merge_datasets_after_creation.sh merged_wiki+books wikipedia_corpus/hdf5_shards,bookcorpus/hdf5_shards 1024
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