quic / aimetLinks
AIMET is a library that provides advanced quantization and compression techniques for trained neural network models.
☆2,427Updated this week
Alternatives and similar repositories for aimet
Users that are interested in aimet are comparing it to the libraries listed below
Sorting:
- ☆333Updated last year
- Simplify your onnx model☆4,146Updated 11 months ago
- PyTorch/TorchScript/FX compiler for NVIDIA GPUs using TensorRT☆2,841Updated this week
- [ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment☆1,925Updated last year
- SOTA low-bit LLM quantization (INT8/FP8/INT4/FP4/NF4) & sparsity; leading model compression techniques on TensorFlow, PyTorch, and ONNX R…☆2,476Updated this week
- A tool to modify ONNX models in a visualization fashion, based on Netron and Flask.☆1,548Updated 5 months ago
- Neural Network Compression Framework for enhanced OpenVINO™ inference☆1,074Updated this week
- ONNX Optimizer☆742Updated 3 weeks ago
- TinyNeuralNetwork is an efficient and easy-to-use deep learning model compression framework.☆842Updated this week
- Model Quantization Benchmark☆828Updated 4 months ago
- Tensorflow Backend for ONNX☆1,315Updated last year
- An easy to use PyTorch to TensorRT converter☆4,792Updated last year
- High-efficiency floating-point neural network inference operators for mobile, server, and Web☆2,086Updated this week
- A list of papers, docs, codes about model quantization. This repo is aimed to provide the info for model quantization research, we are co…☆2,192Updated 5 months ago
- A unified library of state-of-the-art model optimization techniques like quantization, pruning, distillation, speculative decoding, etc. …☆1,120Updated this week
- A parser, editor and profiler tool for ONNX models.☆450Updated 2 weeks ago
- PPL Quantization Tool (PPQ) is a powerful offline neural network quantization tool.☆1,730Updated last year
- Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://intellabs.github.io/distille…☆4,401Updated 2 years ago
- ONNX-TensorRT: TensorRT backend for ONNX☆3,136Updated 3 weeks ago
- Self-Created Tools to convert ONNX files (NCHW) to TensorFlow/TFLite/Keras format (NHWC). The purpose of this tool is to solve the massiv…☆842Updated last month
- Convert TensorFlow, Keras, Tensorflow.js and Tflite models to ONNX☆2,463Updated last month
- Reference implementations of MLPerf™ inference benchmarks☆1,441Updated last week
- Convert ONNX models to PyTorch.☆697Updated last year
- Model Compression Toolkit (MCT) is an open source project for neural network model optimization under efficient, constrained hardware. Th…☆411Updated last month
- Bolt is a deep learning library with high performance and heterogeneous flexibility.☆954Updated 4 months ago
- Transform ONNX model to PyTorch representation☆339Updated 9 months ago
- ☆947Updated last year
- Quantized Neural Network PACKage - mobile-optimized implementation of quantized neural network operators☆1,543Updated 5 years ago
- A coding-free framework built on PyTorch for reproducible deep learning studies. PyTorch Ecosystem. 🏆26 knowledge distillation methods p…☆1,541Updated 3 weeks ago
- A curated list of neural network pruning resources.☆2,470Updated last year