| microsoft/DeepSpeed |
31,015 |
|
0 |
87 |
about 2 years ago |
79 |
December 01, 2023 |
920 |
apache-2.0 |
Python |
| DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective. |
| Tencent/PocketFlow |
2,553 |
|
0 |
0 |
over 5 years ago |
0 |
|
73 |
other |
Python |
| An Automatic Model Compression (AutoMC) framework for developing smaller and faster AI applications. |
| tensorflow/model-optimization |
1,445 |
|
3 |
27 |
over 2 years ago |
30 |
May 26, 2023 |
207 |
apache-2.0 |
Python |
| A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning. |
| InterDigitalInc/CompressAI |
882 |
|
0 |
2 |
over 2 years ago |
21 |
January 26, 2023 |
23 |
bsd-3-clause-clear |
Python |
| A PyTorch library and evaluation platform for end-to-end compression research |
| tensorflow/compression |
796 |
|
1 |
1 |
over 2 years ago |
21 |
October 12, 2023 |
9 |
apache-2.0 |
Python |
| Data compression in TensorFlow |
| openvinotoolkit/nncf |
725 |
|
0 |
6 |
about 2 years ago |
16 |
November 16, 2023 |
46 |
apache-2.0 |
Python |
| Neural Network Compression Framework for enhanced OpenVINO™ inference |
| songhan/Deep-Compression-AlexNet |
599 |
|
0 |
0 |
about 4 years ago |
0 |
|
1 |
bsd-2-clause |
Python |
| Deep Compression on AlexNet |
| zssloth/Embedded-Neural-Network |
547 |
|
0 |
0 |
about 7 years ago |
0 |
|
|
|
|
| collection of works aiming at reducing model sizes or the ASIC/FPGA accelerator for machine learning |
| csyhhu/Awesome-Deep-Neural-Network-Compression |
475 |
|
0 |
0 |
over 2 years ago |
0 |
|
4 |
|
Python |
| Summary, Code for Deep Neural Network Quantization |
| gabrieleilertsen/hdrcnn |
448 |
|
0 |
0 |
over 3 years ago |
0 |
|
11 |
bsd-3-clause |
Python |
| HDR image reconstruction from a single exposure using deep CNNs |
