tensorflow / model-optimization Star 1.5k Code Issues Pull requests A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning. machine-learning sparsity compression deep-learning tensorflow optimization keras ml pruning quantization model-compression quantized-training quantized-neural-networks quantized-networks Updated May 2, 2024 Python
google / qkeras Star 525 Code Issues Pull requests QKeras: a quantization deep learning library for Tensorflow Keras machine-learning fpga deep-learning tensorflow accelerator keras quantization hardware-acceleration fpga-accelerator quantized-neural-networks asic-design quantized-networks Updated May 3, 2024 Python
HuangCongQing / model-compression-optimization Star 14 Code Issues Pull requests model compression and optimization for deployment for Pytorch, including knowledge distillation, quantization and pruning.(知识蒸馏,量化,剪枝) sparsity pytorch pruning quantization nas knowledge-distillation model-compression sparsity-optimization quantized-networks Updated Dec 22, 2022 Python