BlossomingL / compression_toolLinks
A compression tool based on distiller
☆15Updated 4 years ago
Alternatives and similar repositories for compression_tool
Users that are interested in compression_tool are comparing it to the libraries listed below
Sorting:
- Try out different pruning-approaches on lightweight Backbones.☆146Updated 5 years ago
- ghostnet_cifar10☆115Updated 4 years ago
- ResRep: Lossless CNN Pruning via Decoupling Remembering and Forgetting (ICCV 2021)☆296Updated 2 years ago
- Pytorch implementation of our paper accepted by CVPR 2020 (Oral) -- HRank: Filter Pruning using High-Rank Feature Map☆255Updated 4 years ago
- Diverse Branch Block: Building a Convolution as an Inception-like Unit☆341Updated 2 years ago
- RM Operation can equivalently convert ResNet to VGG, which is better for pruning; and can help RepVGG perform better when the depth is la…☆211Updated 2 years ago
- ☆336Updated 2 years ago
- An extension version of our paper accepted by CVPR 2020, Oral -- HRank: Filter Pruning using High-Rank Feature Map☆151Updated 4 years ago
- ☆136Updated 2 years ago
- A nnie quantization aware training tool on pytorch.☆239Updated 4 years ago
- model compression based on pytorch (1、quantization: 8/4/2bits(dorefa)、ternary/binary value(twn/bnn/xnor-net);2、 pruning: normal、regular a…☆170Updated 4 years ago
- An Improved One millisecond Mobile Backbone☆145Updated 2 years ago
- Base to channel pruned to ResNet18 model☆145Updated 2 years ago
- (ECCV'2020 Oral)EagleEye: Fast Sub-net Evaluation for Efficient Neural Network Pruning☆308Updated 2 years ago
- Official repo of RepOptimizers and RepOpt-VGG☆264Updated 2 years ago
- [ IJCAI-20 ] Split to Be Slim: An Overlooked Redundancy in Vanilla Convolution☆128Updated 4 years ago
- PyTorch implementation of "Pruning Filters For Efficient ConvNets"☆151Updated last year
- A PyTorch implementation of SSDLite on COCO☆86Updated 4 years ago
- Personal Pytorch toy script.☆67Updated 3 years ago
- Implementation of ShuffleNetV2 for pytorch☆192Updated 3 years ago
- Pytorch implementation of our paper accepted by IJCAI 2020 -- Channel Pruning via Automatic Structure Search☆145Updated 4 years ago
- Learning Efficient Convolutional Networks through Network Slimming, In ICCV 2017.☆574Updated 6 years ago
- Code for "Co-Evolutionary Compression for Unpaired Image Translation" (ICCV 2019), "SCOP: Scientific Control for Reliable Neural Network …☆243Updated 3 years ago
- An Object Detection Knowledge Distillation framework powered by pytorch, now having SSD and yolov5.☆224Updated 3 years ago
- (CVPR 2021, Oral) Dynamic Slimmable Network☆229Updated 3 years ago
- Soft Filter Pruning for Accelerating Deep Convolutional Neural Networks☆380Updated 5 years ago
- Apply the pruning strategy for MobileNet_v2☆52Updated 6 years ago
- Everything in Torch Fx☆344Updated last year
- Implementation of Neuron-level Structured Pruning using Polarization Regularizer☆82Updated 2 years ago
- ONNX2Pytorch☆162Updated 4 years ago