Frozen model was not export, stopped before that testing completed(killed process)

DeepSpeech
#1

frozen model was not export, stopped before that testing completed(killed process). it shows warning and killed the process.

98% testing completed but shows killed the process.

so not export the frozen model.

sir can you help me? how to export that model.

python3 DeepSpeech.py --n_hidden 2048 --initialize_from_frozen_model output_graph.pb --checkpoint_dir ckpt/ --epoch 10 --train_files train3.csv --dev_files dev3.csv --test_files test3.csv --learning_rate 0.0001 --decoder_library_path new_native_client/libctc_decoder_with_kenlm.so --alphabet_config_path data/alphabet.txt --lm_binary_path data/lm/lm.binary --lm_trie_path data/lm/trie --train_batch_size 2 --export_dir model/

#2

i did this. using --notrain --notest.

python3 DeepSpeech.py --n_hidden 2048 --initialize_from_frozen_model output_graph.pb --checkpoint_dir ckpt --epoch 10 --notrain --nodev --notest export_dir model/

but that exported model not working. it gives empty response.
what is the issue ?

but the 10th epoch validation loss 0.11. testing process killed.

so i was left testing --notest . and export the model.

what is the mistake i did? can you help me sir?

thank you sir.

#3

We cannot diagnose if you don’t give complete and correct error output, including the time it gets killed.

1 Like
#4

How can you expect to train a model if you specify --notrain ?

#5

i will share the error log sir.

sir i already generated checkpoints for 10 epoch. just i am doing to export model.

#6

Depending on your dataset, that might not be enough. And thus, the model works, it’s just unable to output anything because it has not been able to learn properly …

#7

ok. thank you so much sir

#8

WARNING:tensorflow:It seems that global step (tf.train.get_global_step) has not been increased. Current value (could be stable): 44230 vs previous value: 44230. You could increase the global step by passing tf.train.get_global_step() to Optimizer.apply_gradients or Optimizer.minimize.
97% (3098 of 3166) |############################################################################################################################################ | Elapsed Time: 2:04:35 ETA: 0:06:12Killed

sir this is my error log.

#9

Again, stop with screenshots. You don’t have enough memory, it seems.

1 Like