From 7b9385899ba9308e29ac1d1c796ade284bbe0213 Mon Sep 17 00:00:00 2001 From: yangyaming Date: Tue, 19 Sep 2017 13:25:54 +0800 Subject: [PATCH] Add training script. --- examples/aishell/run_train.sh | 41 +++++++++++++++++++++++++++++++++++ 1 file changed, 41 insertions(+) create mode 100644 examples/aishell/run_train.sh diff --git a/examples/aishell/run_train.sh b/examples/aishell/run_train.sh new file mode 100644 index 00000000..76d75fa2 --- /dev/null +++ b/examples/aishell/run_train.sh @@ -0,0 +1,41 @@ +#! /usr/bin/env bash + +pushd ../.. > /dev/null + +# train model +# if you wish to resume from an exists model, uncomment --init_model_path +CUDA_VISIBLE_DEVICES=0,1,2,3,4,5,6,7 \ +python -u train.py \ +--batch_size=64 \ +--trainer_count=8 \ +--num_passes=50 \ +--num_proc_data=12 \ +--num_conv_layers=2 \ +--num_rnn_layers=3 \ +--rnn_layer_size=1024 \ +--num_iter_print=100 \ +--learning_rate=5e-4 \ +--max_duration=27.0 \ +--min_duration=0.0 \ +--test_off=False \ +--use_sortagrad=True \ +--use_gru=False \ +--use_gpu=True \ +--is_local=True \ +--share_rnn_weights=False \ +--train_manifest='data/aishell/manifest.train' \ +--dev_manifest='data/aishell/manifest.dev' \ +--mean_std_path='data/aishell/mean_std.npz' \ +--vocab_path='data/aishell/vocab.txt' \ +--output_model_dir='./checkpoints/aishell' \ +--augment_conf_path='conf/augmentation.config' \ +--specgram_type='linear' \ +--shuffle_method='batch_shuffle_clipped' + +if [ $? -ne 0 ]; then + echo "Failed in training!" + exit 1 +fi + + +exit 0 -- GitLab