Alternatives and similar repositories for torch-model-compression

Users that are interested in torch-model-compression are comparing it to the libraries listed below

• BBuf / model-compression
  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
• yanggui19891007 / Pytorch-Auto-Slim-Tools
  pytorch AutoSlim tools，支持三行代码对pytorch模型进行剪枝压缩
  ☆39Updated 4 years ago
• DingXiaoH / ResRep
  ResRep: Lossless CNN Pruning via Decoupling Remembering and Forgetting (ICCV 2021)
  ☆296Updated 2 years ago
• AICVHub / Pytorch2TensorRT
  Pytorch-->onnx-->TensorRT; CUDA11, CUDNN8, TensorRT8
  ☆210Updated last year
• Jermmy / pytorch-quantization-demo
  A simple network quantization demo using pytorch from scratch.
  ☆532Updated 2 years ago
• ModelTC / MQBench
  Model Quantization Benchmark
  ☆814Updated 2 months ago
• ModelTC / Dipoorlet
  Offline Quantization Tools for Deploy.
  ☆129Updated last year
• thb1314 / mmyolo_tensorrt
  ☆139Updated last year
• fxmeng / RMNet
  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
• BBuf / onnx2X
  ONNX2Pytorch
  ☆162Updated 4 years ago
• SsisyphusTao / Object-Detection-Knowledge-Distillation
  An Object Detection Knowledge Distillation framework powered by pytorch, now having SSD and yolov5.
  ☆224Updated 3 years ago
• BastianChen / Model-Compression-Demo
  模型压缩demo（剪枝、量化、知识蒸馏）
  ☆77Updated 5 years ago
• Wulingtian / yolov5_tensorrt_int8_tools
  tensorrt int8 量化yolov5 onnx模型
  ☆183Updated 4 years ago
• tangchen2 / Model-Compression
  Model Compression 1. Pruning(BN Pruning) 2. Knowledge Distillation (Hinton) 3. Quantization (MNN) 4. Deployment (MNN)
  ☆79Updated 4 years ago
• DingXiaoH / RepOptimizers
  Official repo of RepOptimizers and RepOpt-VGG
  ☆264Updated 2 years ago
• shoutOutYangJie / MobileOne
  An Improved One millisecond Mobile Backbone
  ☆145Updated 2 years ago
• aovoc / nnieqat-pytorch
  A nnie quantization aware training tool on pytorch.
  ☆239Updated 4 years ago
• deepglint / EasyQuant
  EasyQuant(EQ) is an efficient and simple post-training quantization method via effectively optimizing the scales of weights and activatio…
  ☆400Updated 2 years ago
• BBuf / giantpandacv.com
  www.giantpandacv.com
  ☆149Updated last year
• inisis / brocolli
  Everything in Torch Fx
  ☆344Updated last year
• mepeichun / Efficient-Neural-Network-Bilibili
  B站Efficient-Neural-Network学习分享的配套代码
  ☆300Updated 3 years ago
• RizhaoCai / PyTorch_ONNX_TensorRT
  A tutorial about how to build a TensorRT Engine from a PyTorch Model with the help of ONNX
  ☆246Updated 4 years ago
• megvii-research / FQ-ViT
  [IJCAI 2022] FQ-ViT: Post-Training Quantization for Fully Quantized Vision Transformer
  ☆342Updated 2 years ago
• DataXujing / TensorRT-DETR
  NVIDIA-阿里2021 TRT比赛 `二等奖` 代码提交 团队：美迪康 AI Lab
  ☆170Updated 2 years ago
• ModelTC / United-Perception
  United Perception
  ☆432Updated 2 years ago
• chenlamei / MobileVit_TensorRT
  TensorRT 2022 亚军方案，tensorrt加速mobilevit模型
  ☆67Updated 3 years ago
• miemie2013 / miemiedetection
  Pytorch and ncnn implementation of PPYOLOE、YOLOX、PPYOLO、PPYOLOv2、PicoDet and so on.
  ☆297Updated last year
• TRT2022 / MST-plus-plus-TensorRT
  TensorRT 2022复赛方案： 首个基于Transformer的图像重建模型MST++的TensorRT模型推断优化
  ☆139Updated 2 years ago
• wang-xinyu / pytorchx
  Implement popular deep learning networks in pytorch, used by tensorrtx.
  ☆196Updated 3 years ago
• HankYe / PAGCP
  [T-PAMI'23] PAGCP for the compression of YOLOv5
  ☆117Updated 2 years ago