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31 lines
783 B
31 lines
783 B
#! /usr/bin/bash
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pushd ../..
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CUDA_VISIBLE_DEVICES=0,1,2,3,4,5,6,7 \
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python -u train.py \
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--batch_size=256 \
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--trainer_count=8 \
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--num_passes=200 \
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--num_proc_data=12 \
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--num_conv_layers=2 \
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--num_rnn_layers=3 \
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--rnn_layer_size=2048 \
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--num_iter_print=100 \
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--learning_rate=5e-4 \
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--max_duration=27.0 \
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--min_duration=0.0 \
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--use_sortagrad=True \
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--use_gru=False \
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--use_gpu=True \
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--is_local=True \
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--share_rnn_weights=True \
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--train_manifest='data/librispeech/manifest.train' \
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--dev_manifest='data/librispeech/manifest.dev' \
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--mean_std_path='data/librispeech/mean_std.npz' \
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--vocab_path='data/librispeech/eng_vocab.txt' \
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--output_model_dir='./checkpoints' \
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--augment_conf_path='conf/augmentation.config' \
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--specgram_type='linear' \
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--shuffle_method='batch_shuffle_clipped'
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