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
- ONNX2Pytorch☆159Updated 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☆244Updated last year
- base quantization methods including: QAT, PTQ, per_channel, per_tensor, dorefa, lsq, adaround, omse, Histogram, bias_correction.etc☆39Updated 2 years ago
- Model Compression 1. Pruning(BN Pruning) 2. Knowledge Distillation (Hinton) 3. Quantization (MNN) 4. Deployment (MNN)☆77Updated 3 years ago
- Quantize,Pytorch,Vgg16,MobileNet☆41Updated 3 years ago
- A simple network quantization demo using pytorch from scratch.☆511Updated last year
- TensorRT 2022 亚军方案，tensorrt加速mobilevit模型☆58Updated 2 years ago
- ☆96Updated 3 years ago
- www.giantpandacv.com☆149Updated 5 months ago
- An Improved One millisecond Mobile Backbone☆142Updated 2 years ago
- pytorch AutoSlim tools，支持三行代码对pytorch模型进行剪枝压缩☆38Updated 3 years ago
- A simple tutorial of SNPE.☆147Updated last year
- Pytorch-->onnx-->TensorRT; CUDA11, CUDNN8, TensorRT8☆194Updated last year
- Offline Quantization Tools for Deploy.☆116Updated 10 months ago
- Everything in Torch Fx☆341Updated 5 months ago
- ☆70Updated last year
- PyTorch Quantization Aware Training Example☆122Updated 6 months ago
- An 8bit automated quantization conversion tool for the pytorch (Post-training quantization based on KL divergence)☆33Updated 5 years ago
- 模型压缩demo（剪枝、量化、知识蒸馏）☆65Updated 4 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
- PyTorch Quantization Aware Training(QAT,量化感知训练)☆27Updated last year
- ☆32Updated 3 years ago
- NVIDIA TensorRT 加速推断教程！☆132Updated 3 years ago
- ☆26Updated last year
- Post-Training Quantization for Vision transformers.☆190Updated 2 years ago
- B站Efficient-Neural-Network学习分享的配套代码☆296Updated 2 years ago
- Personal Pytorch toy script.☆67Updated 2 years ago
- Based of paper "Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference"☆61Updated 3 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 last year