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datawhalechina
leedl-tutorial datawhalechina
2.9k
14.2k
other
283
《李宏毅深度学习教程》（李宏毅老师推荐👍，苹果书🍎），PDF下载地址：https://github.com/datawhalechina/leedl-tutorial/releases
cnn gan rnn bert chatgpt pruning tutorial diffusion transformer deep-learning leedl-tutorial self-attention machine-learning transfer-learning network-compression reinforcement-learning
Created 2019-07-02
591 commits to master branch, last one 11 days ago
IntelLabs
distiller IntelLabs
800
4.4k
apache-2.0
132
Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://intellabs.github.io/distiller
onnx pruning pytorch early-exit group-lasso distillation quantization truncated-svd regularization jupyter-notebook pruning-structures network-compression deep-neural-networks automl-for-compression
This repository has been archived (exclude archived)
Created 2018-04-24
643 commits to master branch, last one about a year ago
quic
aimet quic
393
2.2k
other
51
AIMET is a library that provides advanced quantization and compression techniques for trained neural network models.
auto-ml pruning opensource compression open-source quantization deep-learning machine-learning network-compression deep-neural-networks network-quantization
Created 2020-04-21
2,445 commits to develop branch, last one a day ago
sony
model_optimization sony
55
342
apache-2.0
23
Model Compression Toolkit (MCT) is an open source project for neural network model optimization under efficient, constrained hardware. This project provides researchers, developers, and engineers adva...
ptq qat edge-ai pytorch optimizer tensorflow quantization deep-learning neural-network machine-learning network-compression deep-neural-networks network-quantization
Created 2021-06-21
1,296 commits to main branch, last one 2 days ago
jshilong
FisherPruning jshilong
15
156
unknown
7
Group Fisher Pruning for Practical Network Compression(ICML2021)
pruning network-compression
Created 2021-05-14
6 commits to main branch, last one about a year ago
uber-research
permute-quantize-finetune uber-research
15
146
other
10
Using ideas from product quantization for state-of-the-art neural network compression.
deep-learning network-compression vector-quantization
Created 2020-10-23
6 commits to main branch, last one 4 years ago
musco-ai
musco-pytorch musco-ai
16
71
bsd-3-clause
9
MUSCO: MUlti-Stage COmpression of neural networks
vbmf tucker pytorch low-rank truncated-svd cp-decomposition model-compression model-acceleration network-compression deep-neural-networks network-acceleration tensor-decomposition
Created 2019-05-08
59 commits to master branch, last one 3 years ago
ofsoundof
group_sparsity ofsoundof
14
63
mit
5
Group Sparsity: The Hinge Between Filter Pruning and Decomposition for Network Compression. CVPR2020.
filter-pruning group-sparsity network-compression low-rank-approximation proximal-gradient-descent
Created 2020-03-14
19 commits to master branch, last one 2 years ago
ofsoundof
dhp ofsoundof
8
58
mit
8
This is the official implementation of "DHP: Differentiable Meta Pruning via HyperNetworks".
pruning hypernetworks meta-learning differentiable network-compression
Created 2020-03-30
23 commits to master branch, last one 2 years ago