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325

1.5k

apache-2.0

117

A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning.

ml keras pruning sparsity tensorflow compression optimization quantization deep-learning machine-learning model-compression quantized-networks quantized-training quantized-neural-networks

Created 2018-10-31

837 commits to master branch, last one about a month ago

104

560

apache-2.0

30

QKeras: a quantization deep learning library for Tensorflow Keras

fpga keras tensorflow accelerator asic-design quantization deep-learning fpga-accelerator machine-learning quantized-networks hardware-acceleration quantized-neural-networks

Created 2019-08-06

448 commits to master branch, last one about a month ago

21

221

apache-2.0

5

An acceleration library that supports arbitrary bit-width combinatorial quantization operations

cuda mlsys research llm-inference quantized-networks

Created 2024-08-23

57 commits to main branch, last one 6 months ago