Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
---|---|---|---|---|---|---|---|---|---|---|
Nncf | 725 | 6 | 2 months ago | 16 | November 16, 2023 | 46 | apache-2.0 | Python | ||
Neural Network Compression Framework for enhanced OpenVINO™ inference | ||||||||||
Easyquant | 295 | 3 years ago | 10 | other | Python | |||||
EasyQuant(EQ) is an efficient and simple post-training quantization method via effectively optimizing the scales of weights and activations. | ||||||||||
Haq | 245 | 3 years ago | 12 | mit | Python | |||||
[CVPR 2019, Oral] HAQ: Hardware-Aware Automated Quantization with Mixed Precision | ||||||||||
Hadamard Matrix For Hashing | 197 | 2 years ago | 24 | mit | Python | |||||
CVPR2020: Central Similarity Quantization/Hashing for Efficient Image and Video Retrieval | ||||||||||
Incremental Network Quantization | 183 | 6 years ago | 33 | other | C++ | |||||
Caffe Implementation for Incremental network quantization | ||||||||||
Fq Vit | 151 | a year ago | 1 | apache-2.0 | Python | |||||
[IJCAI 2022] FQ-ViT: Post-Training Quantization for Fully Quantized Vision Transformer | ||||||||||
Ternarynet | 103 | 7 years ago | 5 | apache-2.0 | Python | |||||
Implementation for Trained Ternary Network. | ||||||||||
Fq Gan | 92 | 4 years ago | 6 | Python | ||||||
Official implementation of FQ-GAN | ||||||||||
Frostnet | 86 | 3 years ago | mit | Python | ||||||
FrostNet: Towards Quantization-Aware Network Architecture Search | ||||||||||
Stochastic Quantization | 67 | 7 years ago | 1 | Jupyter Notebook | ||||||
Training Low-bits DNNs with Stochastic Quantization |