efficient-neural-networks topic

Quantization library for PyTorch. Support low-precision and mixed-precision quantization, with hardware implementation through TVM.

Zhen-Dong

Embedded and mobile deep learning research resources

csarron

Code and resources on scalable and efficient Graph Neural Networks

chaitjo

Reference implementation for Blueprint Separable Convolutions (CVPR 2020)

zeiss-microscopy

[CVPR'20] ZeroQ: A Novel Zero Shot Quantization Framework

amirgholami

[ICML'21 Oral] I-BERT: Integer-only BERT Quantization

kssteven418

[ECCV 2022] Official implementation of the paper "DeciWatch: A Simple Baseline for 10x Efficient 2D and 3D Pose Estimation"

cure-lab

[ICLR 2022 Oral] F8Net: Fixed-Point 8-bit Only Multiplication for Network Quantization

snap-research

Hypercomplex Neural Networks with PyTorch

eleGAN23

[ECCV 2020] Scale Adaptive Network: Learning to Learn Parameterized Classification Networks for Scalable Input Images

d-li14