alibaba / TinyNeuralNetworkLinks
TinyNeuralNetwork is an efficient and easy-to-use deep learning model compression framework.
☆826Updated last week
Alternatives and similar repositories for TinyNeuralNetwork
Users that are interested in TinyNeuralNetwork are comparing it to the libraries listed below
Sorting:
- Model Quantization Benchmark☆804Updated last month
- A parser, editor and profiler tool for ONNX models.☆436Updated this week
- A simple network quantization demo using pytorch from scratch.☆531Updated last year
- PyTorch Neural Network eXchange☆587Updated 2 weeks ago
- ONNX Optimizer☆715Updated this week
- A tool to modify ONNX models in a visualization fashion, based on Netron and Flask.☆1,506Updated 3 months ago
- PPL Quantization Tool (PPQ) is a powerful offline neural network quantization tool.☆1,689Updated last year
- ☆324Updated last year
- Deploy your model with TensorRT quickly.☆768Updated 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☆485Updated 7 months ago
- Bolt is a deep learning library with high performance and heterogeneous flexibility.☆947Updated last month
- A DNN inference latency prediction toolkit for accurately modeling and predicting the latency on diverse edge devices.☆351Updated 10 months ago
- ONNX2Pytorch☆162Updated 4 years ago
- EasyQuant(EQ) is an efficient and simple post-training quantization method via effectively optimizing the scales of weights and activatio…☆400Updated 2 years ago
- 😎 A Collection of Awesome NCNN-based Projects☆739Updated 2 years ago
- TensorRT Plugin Autogen Tool☆369Updated 2 years ago
- micronet, a model compression and deploy lib. compression: 1、quantization: quantization-aware-training(QAT), High-Bit(>2b)(DoReFa/Quantiz…☆2,247Updated 3 weeks ago
- ☆1,026Updated last year
- benchmark for embededded-ai deep learning inference engines, such as NCNN / TNN / MNN / TensorFlow Lite etc.☆204Updated 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☆249Updated 2 years ago
- ppl.cv is a high-performance image processing library of openPPL supporting various platforms.☆503Updated 7 months ago
- A primitive library for neural network☆1,343Updated 6 months ago
- A model compression and acceleration toolbox based on pytorch.☆330Updated last year
- AIMET is a library that provides advanced quantization and compression techniques for trained neural network models.☆2,318Updated this week
- Offline Quantization Tools for Deploy.☆128Updated last year
- Simplify your onnx model☆4,088Updated 8 months ago
- Machine learning compiler based on MLIR for Sophgo TPU.☆726Updated this week
- On-Device Training Under 256KB Memory [NeurIPS'22]☆481Updated last year
- [IJCAI 2022] FQ-ViT: Post-Training Quantization for Fully Quantized Vision Transformer☆343Updated 2 years ago
- A set of simple tools for splitting, merging, OP deletion, size compression, rewriting attributes and constants, OP generation, change op…☆293Updated last year