alibaba / TinyNeuralNetwork
TinyNeuralNetwork is an efficient and easy-to-use deep learning model compression framework.
☆775Updated 3 weeks ago
Alternatives and similar repositories for TinyNeuralNetwork:
Users that are interested in TinyNeuralNetwork are comparing it to the libraries listed below
- Model Quantization Benchmark☆779Updated this week
- PPL Quantization Tool (PPQ) is a powerful offline neural network quantization tool.☆1,610Updated 9 months ago
- A parser, editor and profiler tool for ONNX models.☆411Updated last week
- ☆311Updated last year
- PyTorch Neural Network eXchange☆551Updated 3 weeks ago
- A simple network quantization demo using pytorch from scratch.☆517Updated last year
- 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☆245Updated last year
- 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☆476Updated 2 months ago
- A tool to modify ONNX models in a visualization fashion, based on Netron and Flask.☆1,400Updated 2 weeks ago
- Actively maintained ONNX Optimizer☆657Updated 10 months ago
- Bolt is a deep learning library with high performance and heterogeneous flexibility.☆933Updated 5 months ago
- nndeploy is an end-to-end model deployment framework. Based on multi-terminal inference and directed acyclic graph model deployment, it i…☆676Updated this week
- A primitive library for neural network☆1,308Updated last month
- This is a collection of our zero-cost NAS and efficient vision applications.☆393Updated last year
- ppl.cv is a high-performance image processing library of openPPL supporting various platforms.☆495Updated 2 months ago
- A DNN inference latency prediction toolkit for accurately modeling and predicting the latency on diverse edge devices.☆340Updated 5 months ago
- ResRep: Lossless CNN Pruning via Decoupling Remembering and Forgetting (ICCV 2021)☆293Updated 2 years ago
- EasyQuant(EQ) is an efficient and simple post-training quantization method via effectively optimizing the scales of weights and activatio…☆393Updated 2 years ago
- ☆252Updated 2 years ago
- ☆1,008Updated 10 months ago
- Deploy your model with TensorRT quickly.☆764Updated last year
- ONNX2Pytorch☆160Updated 3 years ago
- [IJCAI 2022] FQ-ViT: Post-Training Quantization for Fully Quantized Vision Transformer☆317Updated last year
- TensorRT Plugin Autogen Tool☆369Updated last year
- Quantization library for PyTorch. Support low-precision and mixed-precision quantization, with hardware implementation through TVM.☆422Updated last year
- micronet, a model compression and deploy lib. compression: 1、quantization: quantization-aware-training(QAT), High-Bit(>2b)(DoReFa/Quantiz…☆2,227Updated 3 years ago
- 😎 A Collection of Awesome NCNN-based Projects☆721Updated 2 years ago
- Simplify your onnx model☆3,942Updated 4 months ago
- row-major matmul optimization☆599Updated last year
- Simple samples for TensorRT programming☆1,565Updated last month