Benchmarks¶
Single Kana OCR¶
Running the example main.py for the full PMJTC dataset (171,944 training examples, 131 character classes, as of 2 May 2018)
- On a 2017 MacBook Pro:
- Generating the (train & dev) data: 1 hour, 20 minutes
- Training the model for 5 epochs: 2 hours, 27 minutes
- Dev Accuracy: 94.67%
- On a Linux Machine using 1 Titan X (Pascal) GPU:
- Generating the (train & dev) data: 31 minutes
- Training the model for 5 epochs: 21 minutes
- Dev Accuracy: 95.23%