sebamenabar / Pytorch-IntermediateLayerGetter
Simple easy to use module to get the intermediate values/activations from chosen Pytorch submodules. Supports submodule annidation and sequential modules.
☆56Updated 4 years ago
Alternatives and similar repositories for Pytorch-IntermediateLayerGetter:
Users that are interested in Pytorch-IntermediateLayerGetter are comparing it to the libraries listed below
- Simple and efficient RevNet-Library for PyTorch with XLA and DeepSpeed support and parameter offload☆125Updated 2 years ago
- A library to inspect and extract intermediate layers of PyTorch models.☆470Updated 2 years ago
- FFCV-SSL Fast Forward Computer Vision for Self-Supervised Learning.☆202Updated last year
- TF/Keras code for DiffStride, a pooling layer with learnable strides.☆124Updated 2 years ago
- ☆15Updated 2 years ago
- Implementation of the Adan (ADAptive Nesterov momentum algorithm) Optimizer in Pytorch☆250Updated 2 years ago
- Seamless analysis of your PyTorch models (RAM usage, FLOPs, MACs, receptive field, etc.)☆213Updated this week
- 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
- ☆164Updated last year
- Benchmark your model on out-of-distribution datasets with carefully collected human comparison data (NeurIPS 2021 Oral)☆339Updated 5 months ago
- Drop-in replacement for any ResNet with a significantly reduced memory footprint and better representation capabilities☆209Updated 8 months ago
- Python library for argument and configuration management☆53Updated last year
- A Python package for analyzing and transforming neural latent spaces.☆44Updated last month
- Implementation of Hourglass Transformer, in Pytorch, from Google and OpenAI☆84Updated 3 years ago
- Cyclemoid implementation for PyTorch☆87Updated 2 years ago
- Adaptive Gradient Clipping☆124Updated 2 years ago
- Simple Python scripts to clean up and flatten ArXiv LaTeX submissions.☆64Updated 2 years ago
- A tiny library for stochastic dataset caching in PyTorch.☆40Updated 11 months ago
- Named tensors with first-class dimensions for PyTorch☆322Updated last year
- Create animations for the optimization trajectory of neural nets☆142Updated 11 months ago
- Convert scikit-learn models to PyTorch modules☆159Updated 8 months ago
- An unopinionated replacement for PyTorch's Dataset and ImageFolder, that handles Tar archives☆74Updated 2 years ago
- Natural Language Descriptions of Deep Visual Features, ICLR 2022☆62Updated last year
- A database of over 1.4 billion 3x3 convolution filters extracted from hundreds of diverse CNN models with relevant meta information (CVPR…☆30Updated last year
- ☆72Updated 2 years ago
- Train ImageNet *fast* in 500 lines of code with FFCV☆136Updated 8 months ago
- Minimal standalone example of diffusion model☆154Updated 2 years ago
- Differentiable Algorithms and Algorithmic Supervision.☆111Updated last year
- ☆197Updated 2 years ago
- A collection of code snippets for my PyTorch Lightning projects☆107Updated 4 years ago