This repo is based on pytorch-ocr and traines a Quantized as well as Full Precision BiLSTM with CTCLoss on squential mnist for OCR using pytorch. Visit the original repo for installation and other details. This is to be used with my LSTM-PYNQ fork.
Partially Quantized
python main.py -p q_params/p_W4A4.json
Fully Quantized Fine Tuning
python main.py -p q_params/f_W4A4.json --init_bn_fc_fusion --resume
python main.py --eval
python main.py --export
python main.py --export_image