frgfm / torch-scanLinks
Seamless analysis of your PyTorch models (RAM usage, FLOPs, MACs, receptive field, etc.)
☆218Updated 3 months ago
Alternatives and similar repositories for torch-scan
Users that are interested in torch-scan are comparing it to the libraries listed below
Sorting:
- Estimate/count FLOPS for a given neural network using pytorch☆304Updated 3 years ago
- Is the attention layer even necessary? (https://arxiv.org/abs/2105.02723)☆486Updated 4 years ago
- Compute CNN receptive field size in pytorch in one line☆360Updated last year
- Useful PyTorch functions and modules that are not implemented in PyTorch by default☆188Updated last year
- A general and accurate MACs / FLOPs profiler for PyTorch models☆617Updated last year
- 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
- NFNets and Adaptive Gradient Clipping for SGD implemented in PyTorch. Find explanation at tourdeml.github.io/blog/☆348Updated last year
- PyTorch layer-by-layer model profiler☆607Updated 4 years ago
- Implementation of 1D, 2D, and 3D FFT convolutions in PyTorch. Much faster than direct convolutions for large kernel sizes.☆499Updated last year
- A LARS implementation in PyTorch☆346Updated 5 years ago
- A simple program to calculate and visualize the FLOPs and Parameters of Pytorch models, with handy CLI and easy-to-use Python API.☆129Updated 7 months ago
- Feature extraction made simple with torchextractor☆101Updated 4 years ago
- PyTorch reimplementation of the paper "Involution: Inverting the Inherence of Convolution for Visual Recognition" (2D and 3D Involution) …☆105Updated 3 years ago
- Drop-in replacement for any ResNet with a significantly reduced memory footprint and better representation capabilities☆209Updated last year
- 🛠 Toolbox to extend PyTorch functionalities☆421Updated last year
- Experimental ground for optimizing memory of pytorch models☆366Updated 7 years ago
- Tool box for PyTorch☆188Updated 2 months ago
- Demystify RAM Usage in Multi-Process Data Loaders☆194Updated 2 years ago
- Provides everything needed for high performance data loading and augmentation in pytorch.☆319Updated last year
- Code for Neural Architecture Search without Training (ICML 2021)☆468Updated 3 years ago
- Collection of the latest, greatest, deep learning optimizers (for Pytorch) - CNN, NLP suitable☆215Updated 4 years ago
- TF/Keras code for DiffStride, a pooling layer with learnable strides.☆124Updated 3 years ago
- A GPU performance profiling tool for PyTorch models☆503Updated 3 years ago
- Unofficial PyTorch Implementation of EvoNorm☆122Updated 3 years ago
- ☆182Updated 2 years ago
- Slicing a PyTorch Tensor Into Parallel Shards☆299Updated 2 weeks ago
- A research library for pytorch-based neural network pruning, compression, and more.☆162Updated 2 years ago
- Implementation of fused cosine similarity attention in the same style as Flash Attention☆214Updated 2 years ago
- Tutorial for building a custom CUDA function for Pytorch☆517Updated 6 years ago
- ☆318Updated 3 years ago