You can not select more than 25 topics
Topics must start with a letter or number, can include dashes ('-') and can be up to 35 characters long.
47 lines
1.1 KiB
47 lines
1.1 KiB
#! /usr/bin/env bash
|
|
|
|
TRAIN_MANIFEST=$1
|
|
DEV_MANIFEST=$2
|
|
MODEL_PATH=$3
|
|
NUM_GPU=$4
|
|
BATCH_SIZE=$5
|
|
IS_LOCAL=$6
|
|
|
|
python ./cloud/split_data.py \
|
|
--in_manifest_path=${TRAIN_MANIFEST} \
|
|
--out_manifest_path='/local.manifest.train'
|
|
|
|
python ./cloud/split_data.py \
|
|
--in_manifest_path=${DEV_MANIFEST} \
|
|
--out_manifest_path='/local.manifest.dev'
|
|
|
|
mkdir ./logs
|
|
|
|
python -u train.py \
|
|
--batch_size=${BATCH_SIZE} \
|
|
--trainer_count=${NUM_GPU} \
|
|
--num_passes=200 \
|
|
--num_proc_data=${NUM_GPU} \
|
|
--num_conv_layers=2 \
|
|
--num_rnn_layers=3 \
|
|
--rnn_layer_size=2048 \
|
|
--num_iter_print=100 \
|
|
--learning_rate=5e-4 \
|
|
--max_duration=27.0 \
|
|
--min_duration=0.0 \
|
|
--use_sortagrad=True \
|
|
--use_gru=False \
|
|
--use_gpu=True \
|
|
--is_local=${IS_LOCAL} \
|
|
--share_rnn_weights=True \
|
|
--train_manifest='/local.manifest.train' \
|
|
--dev_manifest='/local.manifest.dev' \
|
|
--mean_std_path='data/librispeech/mean_std.npz' \
|
|
--vocab_path='data/librispeech/vocab.txt' \
|
|
--output_model_dir='./checkpoints' \
|
|
--output_model_dir=${MODEL_PATH} \
|
|
--augment_conf_path='conf/augmentation.config' \
|
|
--specgram_type='linear' \
|
|
--shuffle_method='batch_shuffle_clipped' \
|
|
2>&1 | tee ./logs/train.log
|