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
  ☆743Updated 2 years ago
• onnx / onnx-tensorflow
  Tensorflow Backend for ONNX
  ☆1,325Updated last year
• pytorch / QNNPACK
  Quantized Neural Network PACKage - mobile-optimized implementation of quantized neural network operators
  ☆1,550Updated 6 years ago
• google-research / morph-net
  Fast & Simple Resource-Constrained Learning of Deep Network Structure
  ☆1,032Updated last week
• onnx / tensorflow-onnx
  Convert TensorFlow, Keras, Tensorflow.js and Tflite models to ONNX
  ☆2,514Updated 4 months ago
• mit-han-lab / once-for-all
  [ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment
  ☆1,939Updated 2 years ago
• onnx / keras-onnx
  Convert tf.keras/Keras models to ONNX
  ☆382Updated 4 years ago
• openxla / xprof
  A profiling and performance analysis tool for machine learning
  ☆467Updated last week
• gmalivenko / pytorch2keras
  PyTorch to Keras model convertor
  ☆862Updated 3 years ago
• facebookresearch / kill-the-bits
  Code for: "And the bit goes down: Revisiting the quantization of neural networks"
  ☆631Updated 5 years ago
• tensorflow / addons
  Useful extra functionality for TensorFlow 2.x maintained by SIG-addons
  ☆1,710Updated 5 months ago
• tensorflow / io
  Dataset, streaming, and file system extensions maintained by TensorFlow SIG-IO
  ☆735Updated 2 months ago
• leimao / Frozen-Graph-TensorFlow
  Save, Load Frozen Graph and Run Inference From Frozen Graph in TensorFlow 1.x and 2.x
  ☆303Updated 5 years ago
• tensorflow / runtime
  A performant and modular runtime for TensorFlow
  ☆753Updated 5 months ago
• Tencent / PocketFlow
  An Automatic Model Compression (AutoMC) framework for developing smaller and faster AI applications.
  ☆2,913Updated 2 years ago
• larq / larq
  An Open-Source Library for Training Binarized Neural Networks
  ☆724Updated last year
• google-research / tf-slim
  ☆372Updated 2 weeks ago
• onnx / optimizer
  ONNX Optimizer
  ☆795Updated last week
• quic / aimet
  AIMET is a library that provides advanced quantization and compression techniques for trained neural network models.
  ☆2,552Updated this week
• google / qkeras
  QKeras: a quantization deep learning library for Tensorflow Keras
  ☆579Updated 7 months ago
• mit-han-lab / proxylessnas
  [ICLR 2019] ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware
  ☆1,450Updated last year
• huawei-noah / bolt
  Bolt is a deep learning library with high performance and heterogeneous flexibility.
  ☆955Updated 9 months ago
• onnx / onnxmltools
  ONNXMLTools enables conversion of models to ONNX
  ☆1,139Updated last week
• tensorflow / model-analysis
  Model analysis tools for TensorFlow
  ☆1,266Updated 6 months ago
• tensorflow / benchmarks
  A benchmark framework for Tensorflow
  ☆1,146Updated 2 years ago
• 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,…
  ☆858Updated 4 years ago
• tensorflow / estimator
  TensorFlow Estimator
  ☆302Updated 2 years ago
• pytorch / TensorRT
  PyTorch/TorchScript/FX compiler for NVIDIA GPUs using TensorRT
  ☆2,939Updated this week
• huawei-noah / vega
  AutoML tools chain
  ☆852Updated 2 years ago