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quantized-training

Here are 5 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 Apr 14, 2022
Python

guan-yuan / awesome-AutoML-and-Lightweight-Models

A list of high-quality (newest) AutoML works and lightweight models including 1.) Neural Architecture Search, 2.) Lightweight Structures, 3.) Model Compression, Quantization and Acceleration, 4.) Hyperparameter Optimization, 5.) Automated Feature Engineering.

tensorflow pytorch hyperparameter-optimization awesome-list quantization nas automl model-compression neural-architecture-search meta-learning architecture-search quantized-training model-acceleration automated-feature-engineering quantized-neural-network

Updated Jun 19, 2021

zhiqiangdon / CU-Net

Code for "Quantized Densely Connected U-Nets for Efficient Landmark Localization" (ECCV 2018) and "CU-Net: Coupled U-Nets" (BMVC 2018 oral)

human-pose-estimation u-net quantized-training quantized-neural-network face-align

Updated Aug 16, 2021
Python

aovoc / nnieqat-pytorch

A nnie quantization aware training tool on pytorch.

pytorch quantized-training nnie nnieqat-pytorch

Updated Dec 10, 2020
Python

statsml / compress-net-notes

compression convolutional-neural-networks quantized-training network-pruning network-quantization

Updated Nov 21, 2017

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