Merge pull request #221 from xinghai-sun/network_structure

Print log to pfs for cloud training and set use_gru to False by default.

Author: xinghai-sun

deep_speech_2/cloud/pcloud_train.sh

@@ -13,12 +13,12 @@ python ./cloud/split_data.py \
 --in_manifest_path=${DEV_MANIFEST} \
 --out_manifest_path='/local.manifest.dev'
 
-python train.py \
+python -u train.py \
 --batch_size=$BATCH_SIZE \
 --use_gpu=1 \
 --trainer_count=${NUM_GPU} \
 --num_threads_data=${NUM_GPU} \
 --is_local=${IS_LOCAL} \
 --train_manifest_path='/local.manifest.train' \
 --dev_manifest_path='/local.manifest.dev' \
---output_model_dir=${MODEL_PATH} \
+--output_model_dir=${MODEL_PATH} 2>&1 | tee ./log/train.log

deep_speech_2/train.py

@@ -37,12 +37,12 @@
     help="RNN layer number. (default: %(default)s)")
 parser.add_argument(
     "--rnn_layer_size",
-    default=1280,
+    default=1024,
     type=int,
     help="RNN layer cell number. (default: %(default)s)")
 parser.add_argument(
     "--use_gru",
-    default=True,
+    default=False,
     type=bool,
     help="Use GRU or simple RNN. (default: %(default)s)")
 parser.add_argument(