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quantized-networks

Here are 3 public repositories matching this topic...

tensorflow / model-optimization

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 Mar 24, 2023
Python

google / qkeras

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 Mar 27, 2023
Python

HuangCongQing / model-compression-optimization

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

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