multi-class-text-classification-cnn-rnn
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train.py fails with best_model.ckpt not found
Hi, I am trying the example with Python 3.6.1 and TensorFlow 1.2.1 on Windows 10.
I am getting the following error when I run "python train.py ./data/train.csv.zip ./training_config.json".
CRITICAL:root:Saved model ./checkpoints_1501717661/model-2700 at step 2700
CRITICAL:root:Best accuracy 0.997291996203733 at step 2700
CRITICAL:root:Training is complete, testing the best model on x_test and y_test
INFO:tensorflow:Restoring parameters from ./checkpoints_1501717661/model-2700
INFO:tensorflow:Restoring parameters from ./checkpoints_1501717661/model-2700
CRITICAL:root:Accuracy on test set: 0.9972894482090997
Traceback (most recent call last):
File "train.py", line 161, in
I ran the train.py couple of times now. Same error. Please help me to solve this issue.
Thanks, Hilmi.
Have you ever changed the original code files?If you have changed, maybe you can send your codes to me. I'll try to help you.
At 2017-08-03 08:44:13, "Hilmi Jauffer" [email protected] wrote:
Hi, I am trying the example with Python 3.6.1 and TensorFlow 1.2.1 on Windows 10.
I am getting the following error when I run "python train.py ./data/train.csv.zip ./training_config.json".
CRITICAL:root:Saved model ./checkpoints_1501717661/model-2700 at step 2700 CRITICAL:root:Best accuracy 0.997291996203733 at step 2700 CRITICAL:root:Training is complete, testing the best model on x_test and y_test INFO:tensorflow:Restoring parameters from ./checkpoints_1501717661/model-2700 INFO:tensorflow:Restoring parameters from ./checkpoints_1501717661/model-2700 CRITICAL:root:Accuracy on test set: 0.9972894482090997 Traceback (most recent call last): File "train.py", line 161, in train_cnn_rnn() File "train.py", line 151, in train_cnn_rnn os.rename(path, trained_dir + 'best_model.ckpt') FileNotFoundError: [WinError 2] The system cannot find the file specified: './checkpoints_1501717661/model-2700' -> './trained_results_1501717661/best_model.ckpt'
I ran the train.py couple of times now. Same error. Please help me to solve this issue.
Thanks, Hilmi.
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Thanks for the reply. I did not change any files. Just trying to run as it is.
I tested the same with Ubuntu (Python 3.5.2, TensorFlow 1.2.1). Same result.
Please let me know if you need more info to figure this issue.
INFO:tensorflow:Restoring parameters from ./checkpoints_1501820994/model-2500
INFO:tensorflow:Restoring parameters from ./checkpoints_1501820994/model-2500
CRITICAL:root:Accuracy on test set: 0.9972780593360288
Traceback (most recent call last):
File "train.py", line 161, in
https://github.com/jiegzhan/multi-class-text-classification-cnn-rnn/blob/master/train.py#L141
comment all the code after line 141, take a look at the checkpoint directory.
Then change the code after line 141 accordingly. Essentially you wanna save the best model to a file for prediction in future.
fix line 151: from: os.rename(path, trained_dir + 'best_model.ckpt') to: os.rename(path + '.ckpt', trained_dir + 'best_model.ckpt')