Alternatives and similar repositories for PyTorch-Static-Quantization

Users that are interested in PyTorch-Static-Quantization are comparing it to the libraries listed below

• ynahshan / nn-quantization-pytorch
  ☆57Updated 4 years ago
• Ironteen / Batch-Normalization-fusion
  Batch Normalization Auto-fusion for PyTorch
  ☆32Updated 5 years ago
• DeadAt0m / LSQFakeQuantize-PyTorch
  FakeQuantize with Learned Step Size(LSQ+) as Observer in PyTorch
  ☆36Updated 3 years ago
• jakc4103 / DFQ
  PyTorch implementation of Data Free Quantization Through Weight Equalization and Bias Correction.
  ☆263Updated 2 years ago
• leimao / PyTorch-Quantization-Aware-Training
  PyTorch Quantization Aware Training Example
  ☆143Updated last year
• Jzz24 / pytorch_quantization
  A pytorch implementation of dorefa quantization
  ☆113Updated 5 years ago
• sony-si / ai-research
  ☆48Updated 5 years ago
• NVIDIA / sampleQAT
  Inference of quantization aware trained networks using TensorRT
  ☆83Updated 2 years ago
• EunhyeokPark / PROFIT
  ☆48Updated 3 years ago
• ChenShisen / ncnnqat
  quantize aware training package for NCNN on pytorch
  ☆69Updated 4 years ago
• zzzxxxttt / pytorch_AMC
  Pytorch implementation of channel pruning and AMC
  ☆32Updated 6 years ago
• mit-han-lab / apq
  [CVPR 2020] APQ: Joint Search for Network Architecture, Pruning and Quantization Policy
  ☆158Updated 5 years ago
• mostafaelhoushi / DeepShift
  Implementation of "DeepShift: Towards Multiplication-Less Neural Networks" https://arxiv.org/abs/1905.13298
  ☆112Updated 3 years ago
• lswzjuer / pytorch-quantity
  An 8bit automated quantization conversion tool for the pytorch (Post-training quantization based on KL divergence)
  ☆32Updated 5 years ago
• qinjian623 / pytorch_toys
  Personal Pytorch toy script.
  ☆67Updated 3 years ago
• A-suozhang / awesome-quantization-and-fixed-point-training
  Neural Network Quantization & Low-Bit Fixed Point Training For Hardware-Friendly Algorithm Design
  ☆160Updated 4 years ago
• Sanjana7395 / static_quantization
  Post-training static quantization using ResNet18 architecture
  ☆37Updated 5 years ago
• aliyun / alibabacloud-quantization-networks
  alibabacloud-quantization-networks
  ☆122Updated 5 years ago
• eezywu / Pruned-MobileNet_v2
  Apply the pruning strategy for MobileNet_v2
  ☆52Updated 6 years ago
• amirgholami / ZeroQ
  [CVPR'20] ZeroQ: A Novel Zero Shot Quantization Framework
  ☆280Updated last year
• peiswang / BitSplit
  BitSplit Post-trining Quantization
  ☆50Updated 3 years ago
• itayhubara / CalibTIP
  Improving Post Training Neural Quantization: Layer-wise Calibration and Integer Programming
  ☆98Updated 4 years ago
• mrusci / training-mixed-precision-quantized-networks
  This repository containts the pytorch scripts to train mixed-precision networks for microcontroller deployment, based on the memory contr…
  ☆50Updated last year
• ModelTC / mqbench-paper
  ☆44Updated 4 years ago
• hustzxd / ZeroQ-MP
  [CVPR'20] ZeroQ Mixed-Precision implementation (unofficial): A Novel Zero Shot Quantization Framework
  ☆14Updated 4 years ago
• lpcvai / 21LPCVC-UAV_VIdeo_Track-Sample-Solution
  ☆25Updated 3 years ago
• Xilinx / graffitist
  Graph Transforms to Quantize and Retrain Deep Neural Nets in TensorFlow
  ☆168Updated 5 years ago
• snap-research / F8Net
  [ICLR 2022 Oral] F8Net: Fixed-Point 8-bit Only Multiplication for Network Quantization
  ☆94Updated 3 years ago
• hpnair / 18663_Project_FBNet
  Class Project for 18663 - Implementation of FBNet (Hardware-Aware DNAS)
  ☆34Updated 5 years ago
• Sanster / pytorch-network-slimming
  A package to make do Network Slimming a little easier
  ☆48Updated 3 years ago