Alternatives and similar repositories for quant_aware_training

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

• eezywu / Pruned-MobileNet_v2
  Apply the pruning strategy for MobileNet_v2
  ☆50Updated 6 years ago
• lswzjuer / pytorch-quantity
  An 8bit automated quantization conversion tool for the pytorch (Post-training quantization based on KL divergence)
  ☆33Updated 5 years ago
• TianzhongSong / Tensorflow-quantization-test
  Tensorflow quantization (float32-->int8) inference test
  ☆74Updated 6 years ago
• caslabai / yolov3tiny_tensorflow_int8_quantized
  yolov3_tiny implement on tensoeflow for int8 quantization (tflite)
  ☆29Updated 6 years ago
• hey-yahei / Quantization.MXNet
  Simulate quantization and quantization aware training for MXNet-Gluon models.
  ☆46Updated 5 years ago
• xu3kev / neural-networks-quantization-notes
  ☆67Updated 5 years ago
• Ironteen / YOLOv3-quantization-model-v1.0
  YOLOv3 quantization model v10, only for quantization off-line
  ☆21Updated 5 years ago
• eeric / channel_prune
  Base to channel pruned to ResNet18 model
  ☆145Updated 2 years ago
• ex4sperans / pruning_with_tensorflow
  I demonstrate how to compress a neural network using pruning in tensorflow.
  ☆78Updated 7 years ago
• apxlwl / MobileNet-v2-pruning
  Try out different pruning-approaches on lightweight Backbones.
  ☆145Updated 4 years ago
• jack-willturner / batchnorm-pruning
  Rethinking the Smaller-Norm-Less-Informative Assumption in Channel Pruning of Convolution Layers https://arxiv.org/abs/1802.00124
  ☆72Updated 6 years ago
• hjimce / darknet_mobilenet
  mobilenet 与darknet yolo
  ☆97Updated 7 years ago
• xxworkspace / efficientnet_tf_pytorch_caffe
  ☆32Updated 5 years ago
• Roll920 / ThiNet_Code
  Caffe implementation of ICCV 2017 & TPAMI 2018 paper - ThiNet
  ☆46Updated 6 years ago
• SpikeKing / mobilenet_v3
  MobileNet v3
  ☆48Updated 6 years ago
• jixing0415 / caffe-mobilenet-v3
  Caffe Implementation of MobileNets V3
  ☆130Updated 5 years ago
• jiangxinyang227 / model_quantization
  ☆28Updated 2 years ago
• aliyun / alibabacloud-quantization-networks
  alibabacloud-quantization-networks
  ☆121Updated 5 years ago
• Robert-JunWang / PeleeNet
  PeleeNet: An efficient DenseNet architecture for mobile devices
  ☆154Updated 6 years ago
• Roll920 / ThiNet
  caffe model of ICCV'17 paper - ThiNet: A Filter Level Pruning Method for Deep Neural Network Compression https://arxiv.org/abs/1707.06342
  ☆147Updated 6 years ago
• WePCf / darknet-mobilenet-v2
  Darknet for MobileNet v2
  ☆81Updated 6 years ago
• zhenhuaw-me / qnnpack
  Explained QNNPACK Implementation
  ☆20Updated 5 years ago
• nowgood / QuantizeCNNModel
  Implement Towards Effective Low-bitwidth Convolutional Neural Networks
  ☆41Updated 6 years ago
• ynahshan / nn-quantization-pytorch
  ☆56Updated 4 years ago
• qinjian623 / pytorch_toys
  Personal Pytorch toy script.
  ☆67Updated 3 years ago
• aovoc / nnieqat-pytorch
  A nnie quantization aware training tool on pytorch.
  ☆239Updated 4 years ago
• Ironteen / Batch-Normalization-fusion
  Batch Normalization Auto-fusion for PyTorch
  ☆32Updated 5 years ago
• enyac-group / LeGR
  CNN channel pruning, LeGR, MorphNet, AMC. Codebase for paper "LeGR: Filter Pruning via Learned Global Ranking"
  ☆114Updated 5 years ago
• wjc852456 / pytorch-quant
  DL quantization for pytorch
  ☆26Updated 6 years ago
• julianfaraone / SYQ
  This repository represents training examples for the CVPR 2018 paper "SYQ:Learning Symmetric Quantization For Efficient Deep Neural Netwo…
  ☆31Updated 5 years ago