Laicheng0830 / Pytorch_Model_Quantization
OpenPose uses Pytorch for static quantization, saving, and loading of models
☆78Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for Pytorch_Model_Quantization
- 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
- A simple network quantization demo using pytorch from scratch.☆506Updated last year
- base quantization methods including: QAT, PTQ, per_channel, per_tensor, dorefa, lsq, adaround, omse, Histogram, bias_correction.etc☆38Updated 2 years ago
- Model Compression 1. Pruning(BN Pruning) 2. Knowledge Distillation (Hinton) 3. Quantization (MNN) 4. Deployment (MNN)☆77Updated 3 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☆242Updated last year
- Quantize,Pytorch,Vgg16,MobileNet☆39Updated 3 years ago
- An Improved One millisecond Mobile Backbone☆142Updated 2 years ago
- ONNX2Pytorch☆158Updated 3 years ago
- ☆96Updated 3 years ago
- Post-Training Quantization for Vision transformers.☆187Updated 2 years ago
- PyTorch Quantization Aware Training Example☆123Updated 5 months ago
- Offline Quantization Tools for Deploy.☆116Updated 10 months ago
- www.giantpandacv.com☆149Updated 4 months ago
- pytorch AutoSlim tools，支持三行代码对pytorch模型进行剪枝压缩☆37Updated 3 years ago
- 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☆135Updated 2 years ago
- Everything in Torch Fx☆341Updated 5 months ago
- PyTorch Quantization Aware Training(QAT,量化感知训练)☆24Updated last year
- Model Quantization Benchmark☆762Updated 5 months ago
- B站Efficient-Neural-Network学习分享的配套代码☆296Updated 2 years ago
- This repository is Onnx tutorial summary for python implements , which comes from other web resource.☆25Updated 2 years ago
- An 8bit automated quantization conversion tool for the pytorch (Post-training quantization based on KL divergence)☆33Updated 4 years ago
- TensorRT 2022 亚军方案，tensorrt加速mobilevit模型☆58Updated 2 years ago
- Based of paper "Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference"☆61Updated 3 years ago
- ☆26Updated last year
- [IJCAI 2022] FQ-ViT: Post-Training Quantization for Fully Quantized Vision Transformer☆308Updated last year
- ☆32Updated 3 years ago
- Neural Network Quantization & Low-Bit Fixed Point Training For Hardware-Friendly Algorithm Design☆157Updated 3 years ago
- This is 8-bit quantization sample for yolov5. Both PTQ, QAT and Partial Quantization have been implemented, and present the results based…☆96Updated 2 years ago
- ☆124Updated 9 months ago
- Personal Pytorch toy script.☆67Updated 2 years ago