Alternatives and similar repositories for pytorch-estimate-flops

Users that are interested in pytorch-estimate-flops are comparing it to the libraries listed below

• frgfm / torch-scan
  Seamless analysis of your PyTorch models (RAM usage, FLOPs, MACs, receptive field, etc.)
  ☆223Updated 9 months ago
• zhijian-liu / torchprofile
  A general and accurate MACs / FLOPs profiler for PyTorch models
  ☆634Updated 5 months ago
• human-analysis / neural-architecture-transfer
  Neural Architecture Transfer (Arxiv'20), PyTorch Implementation
  ☆155Updated 5 years ago
• JJGO / shrinkbench
  PyTorch library to facilitate development and standardized evaluation of neural network pruning methods.
  ☆432Updated 2 years ago
• lucaslie / torchprune
  A research library for pytorch-based neural network pruning, compression, and more.
  ☆162Updated 3 years ago
• NVlabs / Taylor_pruning
  Pruning Neural Networks with Taylor criterion in Pytorch
  ☆321Updated 6 years ago
• lukemelas / do-you-even-need-attention
  Is the attention layer even necessary? (https://arxiv.org/abs/2105.02723)
  ☆485Updated 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…
  ☆167Updated 5 years ago
• synxlin / nn-compression
  A Pytorch implementation of Neural Network Compression (pruning, deep compression, channel pruning)
  ☆158Updated last year
• VITA-Group / TENAS
  [ICLR 2021] "Neural Architecture Search on ImageNet in Four GPU Hours: A Theoretically Inspired Perspective" by Wuyang Chen, Xinyu Gong, …
  ☆168Updated 4 years ago
• kakaobrain / torchlars
  A LARS implementation in PyTorch
  ☆353Updated 5 years ago
• yaysummeriscoming / DALI_pytorch_demo
  Example code showing how to use Nvidia DALI in pytorch, with fallback to torchvision. Contains a few differences to the official Nvidia …
  ☆197Updated 5 years ago
• eladhoffer / convNet.pytorch
  ConvNet training using pytorch
  ☆349Updated 4 years ago
• alvinwan / shiftresnet-cifar
  ResNet with Shift, Depthwise, or Convolutional Operations for CIFAR-100, CIFAR-10 on PyTorch
  ☆142Updated last year
• idstcv / ZenNAS
  ☆229Updated 4 years ago
• BayesWatch / nas-without-training
  Code for Neural Architecture Search without Training (ICML 2021)
  ☆474Updated 4 years ago
• ganguli-lab / Synaptic-Flow
  ☆227Updated last year
• awwong1 / torchprof
  PyTorch layer-by-layer model profiler
  ☆607Updated 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
• Fangyh09 / pytorch-receptive-field
  Compute CNN receptive field size in pytorch in one line
  ☆367Updated last year
• ptrblck / pytorch_misc
  Code snippets created for the PyTorch discussion board
  ☆569Updated 4 years ago
• VDIGPKU / DADA
  [ECCV 2020] DADA: Differentiable Automatic Data Augmentation
  ☆191Updated 2 years ago
• facebookresearch / AttentiveNAS
  code for "AttentiveNAS Improving Neural Architecture Search via Attentive Sampling"
  ☆105Updated 4 years ago
• juliagusak / model-compression-and-acceleration-progress
  Repository to track the progress in model compression and acceleration
  ☆106Updated 4 years ago
• vballoli / nfnets-pytorch
  NFNets and Adaptive Gradient Clipping for SGD implemented in PyTorch. Find explanation at tourdeml.github.io/blog/
  ☆350Updated last year
• prigoyal / pytorch_memonger
  Experimental ground for optimizing memory of pytorch models
  ☆366Updated 7 years ago
• ppwwyyxx / RAM-multiprocess-dataloader
  Demystify RAM Usage in Multi-Process Data Loaders
  ☆205Updated 2 years ago
• denru01 / netadapt
  This repo contains the official Pytorch reimplementation of the paper "NetAdapt: Platform-Aware Neural Network Adaptation for Mobile Appl…
  ☆187Updated 2 years ago
• JiahuiYu / slimmable_networks
  Slimmable Networks, AutoSlim, and Beyond, ICLR 2019, and ICCV 2019
  ☆927Updated 2 years ago
• yechengxi / deconvolution
  ☆182Updated 2 years ago