Alternatives and similar repositories for static_quantization:

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

• leimao / PyTorch-Static-Quantization
  PyTorch Static Quantization Example
  ☆38Updated 3 years ago
• leimao / PyTorch-Quantization-Aware-Training
  PyTorch Quantization Aware Training Example
  ☆135Updated 11 months ago
• apxlwl / MobileNet-v2-pruning
  Try out different pruning-approaches on lightweight Backbones.
  ☆146Updated 4 years ago
• synxlin / nn-compression
  A Pytorch implementation of Neural Network Compression (pruning, deep compression, channel pruning)
  ☆154Updated 9 months ago
• Jzz24 / pytorch_quantization
  A pytorch implementation of dorefa quantization
  ☆113Updated 5 years ago
• anonymous47823493 / EagleEye
  (ECCV'2020 Oral)EagleEye: Fast Sub-net Evaluation for Efficient Neural Network Pruning
  ☆307Updated 2 years ago
• amirgholami / ZeroQ
  [CVPR'20] ZeroQ: A Novel Zero Shot Quantization Framework
  ☆277Updated last year
• submission2019 / cnn-quantization
  Quantization of Convolutional Neural networks.
  ☆244Updated 8 months 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…
  ☆18Updated 4 years ago
• marcoancona / TorchPruner
  On-the-fly Structured Pruning for PyTorch models. This library implements several attributions metrics and structured pruning utils for n…
  ☆164Updated 4 years ago
• mostafaelhoushi / DeepShift
  Implementation of "DeepShift: Towards Multiplication-Less Neural Networks" https://arxiv.org/abs/1905.13298
  ☆111Updated 3 years ago
• Ironteen / Batch-Normalization-fusion
  Batch Normalization Auto-fusion for PyTorch
  ☆32Updated 5 years ago
• jakc4103 / DFQ
  PyTorch implementation of Data Free Quantization Through Weight Equalization and Bias Correction.
  ☆262Updated last year
• yhhhli / RegNet-Pytorch
  PyTorch reimplementation of RegNet (Design Space Design, CVPR2020) on CIFAR10 and ImageNet
  ☆47Updated 4 years ago
• juliagusak / model-compression-and-acceleration-progress
  Repository to track the progress in model compression and acceleration
  ☆105Updated 3 years ago
• kentaroy47 / Deep-Compression.Pytorch
  Unofficial Pytorch implementation of Deep Compression in CIFAR10
  ☆35Updated 3 years ago
• wojciechmo / deep-compression
  Compress neural network with pruning and quantization using TensorFlow.
  ☆106Updated 6 years ago
• eezywu / Pruned-MobileNet_v2
  Apply the pruning strategy for MobileNet_v2
  ☆51Updated 5 years ago
• mit-han-lab / apq
  [CVPR 2020] APQ: Joint Search for Network Architecture, Pruning and Quantization Policy
  ☆157Updated 4 years ago
• wjc852456 / pytorch-quant
  DL quantization for pytorch
  ☆26Updated 6 years ago
• leimao / PyTorch-Pruning-Example
  PyTorch Pruning Example
  ☆49Updated 2 years ago
• denru01 / netadapt
  This repo contains the official Pytorch reimplementation of the paper "NetAdapt: Platform-Aware Neural Network Adaptation for Mobile Appl…
  ☆183Updated last year
• DeadAt0m / LSQFakeQuantize-PyTorch
  FakeQuantize with Learned Step Size(LSQ+) as Observer in PyTorch
  ☆33Updated 3 years ago
• xu3kev / neural-networks-quantization-notes
  ☆67Updated 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
• NVlabs / Taylor_pruning
  Pruning Neural Networks with Taylor criterion in Pytorch
  ☆317Updated 5 years ago
• tyui592 / Pruning_filters_for_efficient_convnets
  PyTorch implementation of "Pruning Filters For Efficient ConvNets"
  ☆150Updated last year
• CoCoPIE-Pruning / CoCoPIE-ModelZoo
  ☆126Updated 4 years ago
• bzantium / pytorch-admm-pruning
  Prune DNN using Alternating Direction Method of Multipliers (ADMM)
  ☆100Updated 5 years ago
• aliyun / alibabacloud-quantization-networks
  alibabacloud-quantization-networks
  ☆121Updated 5 years ago