Alternatives and similar repositories for model-optimization

Users that are interested in model-optimization are comparing it to the libraries listed below

• tensorflow / tensorrt
  TensorFlow/TensorRT integration
  ☆744Updated 2 years ago
• onnx / onnx-tensorflow
  Tensorflow Backend for ONNX
  ☆1,327Updated last year
• google-research / morph-net
  Fast & Simple Resource-Constrained Learning of Deep Network Structure
  ☆1,032Updated 5 months ago
• pytorch / QNNPACK
  Quantized Neural Network PACKage - mobile-optimized implementation of quantized neural network operators
  ☆1,547Updated 6 years ago
• onnx / tensorflow-onnx
  Convert TensorFlow, Keras, Tensorflow.js and Tflite models to ONNX
  ☆2,500Updated 3 months ago
• IntelLabs / distiller
  Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://intellabs.github.io/distille…
  ☆4,397Updated 2 years ago
• tensorflow / addons
  Useful extra functionality for TensorFlow 2.x maintained by SIG-addons
  ☆1,706Updated 3 months ago
• openxla / xprof
  A profiling and performance analysis tool for machine learning
  ☆451Updated last week
• larq / larq
  An Open-Source Library for Training Binarized Neural Networks
  ☆723Updated last year
• mit-han-lab / once-for-all
  [ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment
  ☆1,941Updated 2 years ago
• tensorflow / runtime
  A performant and modular runtime for TensorFlow
  ☆757Updated 3 months ago
• mit-han-lab / proxylessnas
  [ICLR 2019] ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware
  ☆1,451Updated last year
• onnx / keras-onnx
  Convert tf.keras/Keras models to ONNX
  ☆381Updated 4 years ago
• huawei-noah / bolt
  Bolt is a deep learning library with high performance and heterogeneous flexibility.
  ☆954Updated 8 months ago
• openvinotoolkit / nncf
  Neural Network Compression Framework for enhanced OpenVINO™ inference
  ☆1,109Updated this week
• google-research / tf-slim
  ☆371Updated 6 months ago
• onnx / onnxmltools
  ONNXMLTools enables conversion of models to ONNX
  ☆1,128Updated last week
• huawei-noah / vega
  AutoML tools chain
  ☆852Updated 2 years ago
• tensorflow / model-analysis
  Model analysis tools for TensorFlow
  ☆1,268Updated 4 months ago
• Tencent / PocketFlow
  An Automatic Model Compression (AutoMC) framework for developing smaller and faster AI applications.
  ☆2,909Updated 2 years ago
• onnx / optimizer
  ONNX Optimizer
  ☆781Updated last month
• facebookresearch / kill-the-bits
  Code for: "And the bit goes down: Revisiting the quantization of neural networks"
  ☆631Updated 5 years ago
• tensorflow / estimator
  TensorFlow Estimator
  ☆302Updated last year
• gmalivenko / pytorch2keras
  PyTorch to Keras model convertor
  ☆863Updated 3 years ago
• d2l-ai / d2l-tvm
  Dive into Deep Learning Compiler
  ☆645Updated 3 years ago
• quic / aimet
  AIMET is a library that provides advanced quantization and compression techniques for trained neural network models.
  ☆2,519Updated this week
• tensorflow / custom-op
  Guide for building custom op for TensorFlow
  ☆385Updated 2 years ago
• guan-yuan / Awesome-AutoML-and-Lightweight-Models
  A list of high-quality (newest) AutoML works and lightweight models including 1.) Neural Architecture Search, 2.) Lightweight Structures,…
  ☆856Updated 4 years ago
• chester256 / Model-Compression-Papers
  Papers for deep neural network compression and acceleration
  ☆403Updated 4 years ago
• leimao / Frozen-Graph-TensorFlow
  Save, Load Frozen Graph and Run Inference From Frozen Graph in TensorFlow 1.x and 2.x
  ☆304Updated 5 years ago