Project Name	Stars	Packages Using This	Most Recent Commit	Total Releases	Latest Release	Open Issues	License	Language
Nncf	725	6	3 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

Alternatives To Haq

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Nncf ⭐ 725

Neural Network Compression Framework for enhanced OpenVINO™ inference

dependent packages 6total releases 16most recent commit 3 months ago

Easyquant ⭐ 295

EasyQuant(EQ) is an efficient and simple post-training quantization method via effectively optimizing the scales of weights and activations.

most recent commit 3 years ago

Haq ⭐ 245

[CVPR 2019, Oral] HAQ: Hardware-Aware Automated Quantization with Mixed Precision

most recent commit 3 years ago

Hadamard Matrix For Hashing ⭐ 197

CVPR2020: Central Similarity Quantization/Hashing for Efficient Image and Video Retrieval

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Incremental Network Quantization ⭐ 183

Caffe Implementation for Incremental network quantization

most recent commit 6 years ago

Fq Vit ⭐ 151

[IJCAI 2022] FQ-ViT: Post-Training Quantization for Fully Quantized Vision Transformer

most recent commit a year ago

Ternarynet ⭐ 103

Implementation for Trained Ternary Network.

most recent commit 7 years ago

Fq Gan ⭐ 92

Official implementation of FQ-GAN

most recent commit 4 years ago

Frostnet ⭐ 86

FrostNet: Towards Quantization-Aware Network Architecture Search

most recent commit 3 years ago

Stochastic Quantization ⭐ 67

Training Low-bits DNNs with Stochastic Quantization

most recent commit 7 years ago

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Haq vs Nncf

Haq vs Easyquant

Haq vs Hadamard Matrix For Hashing

Haq vs Incremental Network Quantization

Haq vs Stochastic Quantization

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