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2.6k

10.0k

other

257

《李宏毅深度学习教程》（李宏毅老师推荐👍），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

520 commits to master branch, last one 5 days ago

distiller IntelLabs

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4.3k

apache-2.0

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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This repository has been archived (exclude archived)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

aimet quic

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2.0k

other

47

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

1,919 commits to develop branch, last one a day ago

model_optimization sony

42

268

apache-2.0

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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

1,135 commits to main branch, last one 2 days ago

FisherPruning jshilong

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150

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

permute-quantize-finetune uber-research

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143

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 3 years ago

musco-pytorch musco-ai

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bsd-3-clause

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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