Alternatives and similar repositories for aimet:

Users that are interested in aimet are comparing it to the libraries listed below

• quic / aimet-model-zoo
  ☆314Updated last year
• mit-han-lab / once-for-all
  [ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment
  ☆1,902Updated last year
• pytorch / TensorRT
  PyTorch/TorchScript/FX compiler for NVIDIA GPUs using TensorRT
  ☆2,711Updated this week
• daquexian / onnx-simplifier
  Simplify your onnx model
  ☆4,002Updated 6 months ago
• openvinotoolkit / nncf
  Neural Network Compression Framework for enhanced OpenVINO™ inference
  ☆986Updated this week
• onnx / optimizer
  ONNX Optimizer
  ☆681Updated this week
• onnx / onnx-tensorrt
  ONNX-TensorRT: TensorRT backend for ONNX
  ☆3,044Updated 2 weeks ago
• onnx / onnx-tensorflow
  Tensorflow Backend for ONNX
  ☆1,296Updated 11 months ago
• ZhangGe6 / onnx-modifier
  A tool to modify ONNX models in a visualization fashion, based on Netron and Flask.
  ☆1,446Updated 3 weeks ago
• ModelTC / MQBench
  Model Quantization Benchmark
  ☆793Updated 2 months ago
• NVIDIA-AI-IOT / torch2trt
  An easy to use PyTorch to TensorRT converter
  ☆4,691Updated 7 months ago
• huawei-noah / bolt
  Bolt is a deep learning library with high performance and heterogeneous flexibility.
  ☆940Updated 7 months ago
• sony / model_optimization
  Model Compression Toolkit (MCT) is an open source project for neural network model optimization under efficient, constrained hardware. Th…
  ☆373Updated this week
• alibaba / TinyNeuralNetwork
  TinyNeuralNetwork is an efficient and easy-to-use deep learning model compression framework.
  ☆815Updated last week
• google / XNNPACK
  High-efficiency floating-point neural network inference operators for mobile, server, and Web
  ☆1,982Updated this week
• intel / neural-compressor
  SOTA low-bit LLM quantization (INT8/FP8/INT4/FP4/NF4) & sparsity; leading model compression techniques on TensorFlow, PyTorch, and ONNX R…
  ☆2,355Updated this week
• ThanatosShinji / onnx-tool
  A parser, editor and profiler tool for ONNX models.
  ☆421Updated 2 months ago
• IntelLabs / distiller
  Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://intellabs.github.io/distille…
  ☆4,376Updated last year
• Xilinx / brevitas
  Brevitas: neural network quantization in PyTorch
  ☆1,274Updated this week
• VainF / Torch-Pruning
  [CVPR 2023] DepGraph: Towards Any Structural Pruning
  ☆2,928Updated 2 weeks ago
• PINTO0309 / onnx2tf
  Self-Created Tools to convert ONNX files (NCHW) to TensorFlow/TFLite/Keras format (NHWC). The purpose of this tool is to solve the massiv…
  ☆767Updated this week
• he-y / Awesome-Pruning
  A curated list of neural network pruning resources.
  ☆2,426Updated 11 months ago
• facebookresearch / fairscale
  PyTorch extensions for high performance and large scale training.
  ☆3,278Updated 2 months ago
• facebookresearch / mobile-vision
  Mobile vision models and code
  ☆911Updated last week
• tensorflow / model-optimization
  A toolkit to optimize ML models for deployment for Keras and TensorFlow, including quantization and pruning.
  ☆1,526Updated last month
• facebookresearch / fvcore
  Collection of common code that's shared among different research projects in FAIR computer vision team.
  ☆2,093Updated 3 months ago
• mit-han-lab / tinyml
  ☆851Updated last year
• mit-han-lab / tinyengine
  [NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep L…
  ☆843Updated 3 months ago
• Efficient-ML / Awesome-Model-Quantization
  A list of papers, docs, codes about model quantization. This repo is aimed to provide the info for model quantization research, we are co…
  ☆2,026Updated 2 weeks ago
• onnx / tensorflow-onnx
  Convert TensorFlow, Keras, Tensorflow.js and Tflite models to ONNX
  ☆2,386Updated last month