Laicheng0830 / Pytorch_Model_QuantizationLinks
OpenPose uses Pytorch for static quantization, saving, and loading of models
☆88Updated 4 years ago
Alternatives and similar repositories for Pytorch_Model_Quantization
Users that are interested in Pytorch_Model_Quantization are comparing it to the libraries listed below
Sorting:
- A simple network quantization demo using pytorch from scratch.☆540Updated 2 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…☆171Updated 5 years ago
- base quantization methods including: QAT, PTQ, per_channel, per_tensor, dorefa, lsq, adaround, omse, Histogram, bias_correction.etc☆51Updated 3 years ago
- Quantize,Pytorch,Vgg16,MobileNet☆43Updated 4 years ago
- 针对pytorch模型的自动化模型结构分析和修改工具集,包含自动分析模型结构的模型压缩算法库☆254Updated 2 years ago
- PyTorch Quantization Aware Training(QAT,量化感知训练)☆42Updated 2 years ago
- NCNN的代码学习,各种小Demo。☆126Updated last year
- A simple tutorial of SNPE.☆181Updated 2 years ago
- B站Efficient-Neural-Network学习分享的配套代码☆302Updated 4 years ago
- Model Compression 1. Pruning(BN Pruning) 2. Knowledge Distillation (Hinton) 3. Quantization (MNN) 4. Deployment (MNN)☆79Updated 4 years ago
- PyTorch Quantization Aware Training Example☆146Updated last year
- Everything in Torch Fx☆345Updated last year
- ONNX2Pytorch☆165Updated 4 years ago
- TensorRT 2022 亚军方案,tensorrt加速mobilevit模型☆68Updated 3 years ago
- pytorch AutoSlim tools,支持三行代码对pytorch模型进行剪枝压缩☆39Updated 4 years ago
- ☆21Updated 3 years ago
- ☆152Updated last year
- TinyNeuralNetwork is an efficient and easy-to-use deep learning model compression framework.☆860Updated 3 months ago
- ☆102Updated 4 years ago
- PyTorch Neural Network eXchange☆656Updated 3 weeks ago
- 模型压缩demo(剪枝、量化、知识蒸馏)☆79Updated 5 years ago
- A parser, editor and profiler tool for ONNX models.☆469Updated last month
- Offline Quantization Tools for Deploy.☆141Updated last year
- PPL Quantization Tool (PPQ) is a powerful offline neural network quantization tool.☆1,772Updated last year
- Pytorch-->onnx-->TensorRT; CUDA11, CUDNN8, TensorRT8☆213Updated 2 years ago
- Model Quantization Benchmark☆853Updated 7 months ago
- ☆148Updated 2 years ago
- www.giantpandacv.com☆153Updated last year
- An 8bit automated quantization conversion tool for the pytorch (Post-training quantization based on KL divergence)☆32Updated 6 years ago
- EasyQuant(EQ) is an efficient and simple post-training quantization method via effectively optimizing the scales of weights and activatio…☆404Updated 3 years ago