Alternatives and similar repositories for PyTorch-Pruning-Example

Users that are interested in PyTorch-Pruning-Example are comparing it to the libraries listed below

• juliagusak / model-compression-and-acceleration-progress
  Repository to track the progress in model compression and acceleration
  ☆106Updated 4 years ago
• leimao / PyTorch-Quantization-Aware-Training
  PyTorch Quantization Aware Training Example
  ☆140Updated last year
• marcoancona / TorchPruner
  On-the-fly Structured Pruning for PyTorch models. This library implements several attributions metrics and structured pruning utils for n…
  ☆167Updated 5 years ago
• IntelLabs / Model-Compression-Research-Package
  A library for researching neural networks compression and acceleration methods.
  ☆139Updated last month
• leimao / PyTorch-Static-Quantization
  PyTorch Static Quantization Example
  ☆38Updated 4 years ago
• uber-research / permute-quantize-finetune
  Using ideas from product quantization for state-of-the-art neural network compression.
  ☆146Updated 4 years ago
• leimao / LibTorch-ResNet-CIFAR
  ResNet Implementation, Training, and Inference Using LibTorch C++ API
  ☆42Updated last year
• gmalivenko / onnx-opcounter
  Count number of parameters / MACs / FLOPS for ONNX models.
  ☆94Updated 11 months ago
• pbridger / tensorrt-ssd300-8bit-quantized
  ☆52Updated 4 years ago
• ChanChiChoi / awesome-model-compression
  papers about model compression
  ☆165Updated 2 years ago
• VITA-Group / Random_Pruning
  [ICLR 2022] The Unreasonable Effectiveness of Random Pruning: Return of the Most Naive Baseline for Sparse Training by Shiwei Liu, Tianlo…
  ☆77Updated 2 years ago
• lucaslie / torchprune
  A research library for pytorch-based neural network pruning, compression, and more.
  ☆163Updated 2 years ago
• ysbsb / awesome-quantization
  Awesome Quantization Paper lists with Codes
  ☆10Updated 4 years ago
• j-marple-dev / model_compression
  PyTorch Model Compression
  ☆234Updated 2 years ago
• Kthyeon / KAIST-AI-NeurIPS2019-MicroNet-2nd-place-solution
  NeurIPSCD2019, MicroNet Challenge hosted by Google, Deepmind Researcher, "Efficient Model for Image Classification With Regularization Tr…
  ☆26Updated 4 years ago
• amirgholami / ZeroQ
  [CVPR'20] ZeroQ: A Novel Zero Shot Quantization Framework
  ☆281Updated last year
• facebookresearch / DepthShrinker
  [ICML 2022] "DepthShrinker: A New Compression Paradigm Towards Boosting Real-Hardware Efficiency of Compact Neural Networks", by Yonggan …
  ☆72Updated 3 years ago
• fumihwh / onnx-pytorch
  A code generator from ONNX to PyTorch code
  ☆141Updated 2 years ago
• Jzz24 / pytorch_quantization
  A pytorch implementation of dorefa quantization
  ☆113Updated 5 years ago
• lehduong / NPTM
  Network Pruning That Matters: A Case Study on Retraining Variants (ICLR 2021)
  ☆17Updated 4 years ago
• yoniaflalo / knapsack_pruning
  Implementation of knapsack pruning
  ☆27Updated 5 years ago
• kentaroy47 / Deep-Compression.Pytorch
  Unofficial Pytorch implementation of Deep Compression in CIFAR10
  ☆35Updated 4 years ago
• yaozhewei / HAP
  ☆43Updated last year
• da2so / Eagleeye_Tensorflow
  Eagleeye: fast sub-net evaluation for efficient neural network pruning with Tensorflow keras
  ☆18Updated 4 years ago
• transmuteAI / ChipNet
  Official implementation "ChipNet: Budget-Aware Pruning with Heaviside Continuous Approximations"
  ☆20Updated 2 years ago
• NVIDIA / sampleQAT
  Inference of quantization aware trained networks using TensorRT
  ☆83Updated 2 years ago
• zhiqwang / demonet
  Yet another ssd, with its runtime stack for libtorch, onnx and specialized accelerators.
  ☆26Updated 6 months ago
• jakc4103 / DFQ
  PyTorch implementation of Data Free Quantization Through Weight Equalization and Bias Correction.
  ☆262Updated 2 years ago
• lpcvai / 21LPCVC-UAV_VIdeo_Track-Sample-Solution
  ☆25Updated 3 years ago
• synxlin / nn-compression
  A Pytorch implementation of Neural Network Compression (pruning, deep compression, channel pruning)
  ☆156Updated last year