Alternatives and similar repositories for model_quantization

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

• zhenhuaw-me / qnnpack
  Explained QNNPACK Implementation
  ☆21Updated 4 months ago
• lswzjuer / pytorch-quantity
  An 8bit automated quantization conversion tool for the pytorch (Post-training quantization based on KL divergence)
  ☆32Updated 6 years ago
• qinjian623 / pytorch_toys
  Personal Pytorch toy script.
  ☆67Updated 2 months ago
• 32l / Neural-Network-Model-Compressing
  Caffe implementation of Dynamic Network Surgery and Incremental Network Quantization
  ☆15Updated 8 years ago
• jack-willturner / pytorch-onnx-tvm
  PyTorch -> ONNX -> TVM for autotuning
  ☆24Updated 5 years ago
• Roll920 / ThiNet_Code
  Caffe implementation of ICCV 2017 & TPAMI 2018 paper - ThiNet
  ☆46Updated 7 years ago
• TianzhongSong / Tensorflow-quantization-test
  Tensorflow quantization (float32-->int8) inference test
  ☆76Updated 7 years ago
• ChenShisen / ncnnqat
  quantize aware training package for NCNN on pytorch
  ☆69Updated 4 years ago
• hey-yahei / Quantization.MXNet
  Simulate quantization and quantization aware training for MXNet-Gluon models.
  ☆45Updated 5 years ago
• kentaroy47 / Deep-Compression.Pytorch
  Unofficial Pytorch implementation of Deep Compression in CIFAR10
  ☆35Updated 4 years ago
• winfredsu / quant_aware_training
  fixed-point, symmetric, power-of-2 quantization-aware training in tensorflow 1.13.1
  ☆12Updated 6 years ago
• suzhenghang / MobileNetV2_Pytorch
  This Pytorch Version of MobileNetV2 is converted from my Caffe Version
  ☆12Updated 7 years ago
• eezywu / Pruned-MobileNet_v2
  Apply the pruning strategy for MobileNet_v2
  ☆52Updated 6 years ago
• wjc852456 / pytorch-quant
  DL quantization for pytorch
  ☆26Updated 6 years ago
• Ironteen / Batch-Normalization-fusion
  Batch Normalization Auto-fusion for PyTorch
  ☆32Updated 5 years ago
• deepglint / eq-ncnn
  ☆42Updated 5 years ago
• PolarisShi / purning
  ☆37Updated 7 years ago
• jiangxinyang227 / model_quantization
  ☆29Updated 2 years ago
• Ironteen / YOLOv3-quantization-model-v1.0
  YOLOv3 quantization model v10, only for quantization off-line
  ☆21Updated 6 years ago
• Enderdead / Pytorch_Quantize_impls
  Some recent Quantizing techniques on PyTorch
  ☆72Updated 6 years ago
• SpikeKing / mobilenet_v3
  MobileNet v3
  ☆49Updated 6 years ago
• ivclab / Multistage_Pruning
  Cheng-Hao Tu, Jia-Hong Lee, Yi-Ming Chan and Chu-Song Chen, "Pruning Depthwise Separable Convolutions for MobileNet Compression," Interna…
  ☆16Updated 5 years ago
• lyuchuny3 / Tengine_gemm_tutorial
  Tengine gemm tutorial, step by step
  ☆13Updated 4 years ago
• leimao / PyTorch-Quantization-Aware-Training
  PyTorch Quantization Aware Training Example
  ☆150Updated last year
• danielmcpark / awesome-pruning-acceleration
  Incredible acceleration with pruning or the other compression techniques
  ☆13Updated 4 years ago
• bindog / onnx-surgery
  ☆81Updated 5 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 7 years ago
• caslabai / yolov3tiny_tensorflow_int8_quantized
  yolov3_tiny implement on tensoeflow for int8 quantization (tflite)
  ☆29Updated 7 years ago
• yfor1008 / tensorRT_for_keras
  使用tensorRT来加速keras代码
  ☆31Updated 7 years ago
• ArtyZe / yolo_quantization
  Based of paper "Quantization and Training of Neural Networks for Efficient Integer-Arithmetic-Only Inference"
  ☆67Updated 5 years ago