alibaba / TinyNeuralNetworkLinks
TinyNeuralNetwork is an efficient and easy-to-use deep learning model compression framework.
☆843Updated 3 weeks ago
Alternatives and similar repositories for TinyNeuralNetwork
Users that are interested in TinyNeuralNetwork are comparing it to the libraries listed below
Sorting:
- Model Quantization Benchmark☆835Updated 4 months ago
- A parser, editor and profiler tool for ONNX models.☆456Updated last month
- A simple network quantization demo using pytorch from scratch.☆534Updated 2 years ago
- PPL Quantization Tool (PPQ) is a powerful offline neural network quantization tool.☆1,745Updated last year
- ☆334Updated last year
- Bolt is a deep learning library with high performance and heterogeneous flexibility.☆954Updated 5 months ago
- PyTorch Neural Network eXchange☆621Updated this week
- A primitive library for neural network☆1,350Updated 9 months ago
- OpenPose uses Pytorch for static quantization, saving, and loading of models☆89Updated 4 years ago
- A tool to modify ONNX models in a visualization fashion, based on Netron and Flask.☆1,553Updated 6 months 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☆252Updated 2 years ago
- TensorRT Plugin Autogen Tool☆367Updated 2 years ago
- ONNX2Pytorch☆163Updated 4 years ago
- A model compression and acceleration toolbox based on pytorch.☆332Updated last year
- A DNN inference latency prediction toolkit for accurately modeling and predicting the latency on diverse edge devices.☆358Updated last year
- Offline Quantization Tools for Deploy.☆138Updated last year
- EasyQuant(EQ) is an efficient and simple post-training quantization method via effectively optimizing the scales of weights and activatio…☆403Updated 2 years ago
- ONNX Optimizer☆752Updated last month
- [IJCAI 2022] FQ-ViT: Post-Training Quantization for Fully Quantized Vision Transformer☆347Updated 2 years ago
- Simple samples for TensorRT programming☆1,636Updated 3 months 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☆142Updated 3 years ago
- Everything in Torch Fx☆344Updated last year
- OTOv1-v3, NeurIPS, ICLR, TMLR, DNN Training, Compression, Structured Pruning, Erasing Operators, CNN, Diffusion, LLM☆310Updated 11 months ago
- MegCC是一个运行时超轻量,高效,移植简单的深度学习模型编译器☆487Updated 10 months ago
- ☆1,036Updated last year
- ppl.cv is a high-performance image processing library of openPPL supporting various platforms.☆511Updated 10 months ago
- Quantization library for PyTorch. Support low-precision and mixed-precision quantization, with hardware implementation through TVM.☆446Updated 2 years ago
- Pytorch implementation of BRECQ, ICLR 2021☆282Updated 4 years ago
- 😎 A Collection of Awesome NCNN-based Projects☆745Updated 2 years ago
- micronet, a model compression and deploy lib. compression: 1、quantization: quantization-aware-training(QAT), High-Bit(>2b)(DoReFa/Quantiz…☆2,255Updated 4 months ago