frgfm / torch-scan
Seamless analysis of your PyTorch models (RAM usage, FLOPs, MACs, receptive field, etc.)
☆213Updated this week
Alternatives and similar repositories for torch-scan:
Users that are interested in torch-scan are comparing it to the libraries listed below
- Estimate/count FLOPS for a given neural network using pytorch☆304Updated 2 years ago
- Compute CNN receptive field size in pytorch in one line☆355Updated 8 months ago
- Implementation of 1D, 2D, and 3D FFT convolutions in PyTorch. Much faster than direct convolutions for large kernel sizes.☆488Updated last year
- A general and accurate MACs / FLOPs profiler for PyTorch models☆579Updated 8 months ago
- 🛠 Toolbox to extend PyTorch functionalities☆417Updated 8 months ago
- Example code showing how to use Nvidia DALI in pytorch, with fallback to torchvision. Contains a few differences to the official Nvidia …☆196Updated 4 years ago
- PyTorch layer-by-layer model profiler☆606Updated 3 years ago
- Useful PyTorch functions and modules that are not implemented in PyTorch by default☆187Updated 8 months ago
- Feature extraction made simple with torchextractor☆99Updated 3 years ago
- PyTorch dataset extended with map, cache etc. (tensorflow.data like)☆328Updated 2 years ago
- Distributed, mixed-precision training with PyTorch☆89Updated 4 years ago
- Is the attention layer even necessary? (https://arxiv.org/abs/2105.02723)☆483Updated 3 years ago
- Provides everything needed for high performance data loading and augmentation in pytorch.☆317Updated last year
- Gradient based receptive field estimation for Convolutional Neural Networks☆336Updated 5 years ago
- A LARS implementation in PyTorch☆338Updated 4 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.☆124Updated last month
- Compute receptive fields of your favorite convnets☆435Updated 3 years ago
- Tiny PyTorch library for maintaining a moving average of a collection of parameters.☆418Updated 3 months ago
- Drop-in replacement for any ResNet with a significantly reduced memory footprint and better representation capabilities☆209Updated 8 months ago
- Collection of the latest, greatest, deep learning optimizers (for Pytorch) - CNN, NLP suitable☆210Updated 3 years ago
- On-the-fly Structured Pruning for PyTorch models. This library implements several attributions metrics and structured pruning utils for n…☆162Updated 4 years ago
- Deep Learning project template for PyTorch (multi-gpu training is supported)☆135Updated last year
- Tool box for PyTorch☆186Updated 9 months ago
- Learning Rate Warmup in PyTorch☆399Updated this week
- Experimental ground for optimizing memory of pytorch models☆361Updated 6 years ago
- Demystify RAM Usage in Multi-Process Data Loaders☆187Updated last year
- Unofficial implementation of MLP-Mixer: An all-MLP Architecture for Vision☆214Updated 3 years ago
- NFNets and Adaptive Gradient Clipping for SGD implemented in PyTorch. Find explanation at tourdeml.github.io/blog/☆347Updated 11 months ago
- TF/Keras code for DiffStride, a pooling layer with learnable strides.☆124Updated 2 years ago
- Simple package that makes your generator work in background thread☆276Updated 2 years ago