fix profiler

deepspeech/training/trainer.py

@@ -185,6 +185,7 @@ class Trainer():
                 batch_sampler.set_epoch(self.epoch)
 
     def after_train_batch(self):
+        if self.args.profiler_options:
             profiler.add_profiler_step(self.args.profiler_options)
 
     def train(self):

deepspeech/utils/profiler.py

@@ -61,6 +61,9 @@ class ProfilerOptions(object):
         self._parse_from_string(options_str)
 
     def _parse_from_string(self, options_str):
+        if not options_str:
+            return
+            
         for kv in options_str.replace(' ', '').split(';'):
             key, value = kv.split('=')
             if key == 'batch_range':

examples/tiny/s0/conf/deepspeech2.yaml

@@ -48,7 +48,7 @@ training:
   n_epoch: 10
   accum_grad: 1
   lr: 1e-5 
-  lr_decay: 1.0 
+  lr_decay: 0.8 
   weight_decay: 1e-06
   global_grad_clip: 5.0
   log_interval: 1

examples/tiny/s0/local/train.sh

@@ -38,7 +38,7 @@ python3 -u ${BIN_DIR}/train.py \
 --config ${config_path} \
 --output exp/${ckpt_name} \
 --model_type ${model_type} \
---profiler_options ${profiler_options} \
+--profiler_options "${profiler_options}" \
 --seed ${seed}
 
 if [ ${seed} != 0  ]; then