samrere / pytorttoLinks
deep learning from scratch. uses numpy/cupy, trains in GPU, follows pytorch API
☆21Updated 2 years ago
Alternatives and similar repositories for pytortto
Users that are interested in pytortto are comparing it to the libraries listed below
Sorting:
- Outlining techniques for improving the training performance of your PyTorch model without compromising its accuracy☆129Updated 2 years ago
- Neural Networks library in pure numpy☆70Updated last year
- A Numpy implementation of a Convolutional Neural Network: slow & fast (im2col/col2im).☆58Updated 2 years ago
- This repository contains an overview of important follow-up works based on the original Vision Transformer (ViT) by Google.☆192Updated 4 years ago
- Experimental CUDA kernel framework unifying typed dimensions, NVRTC JIT specialization, and ML‑guided tuning.☆46Updated last week
- Minimal implementation of adaptive gradient clipping (https://arxiv.org/abs/2102.06171) in TensorFlow 2.☆86Updated 4 years ago
- Context Manager to profile the forward and backward times of PyTorch's nn.Module☆83Updated 2 years ago
- ☆63Updated last year
- A simple program to calculate and visualize the FLOPs and Parameters of Pytorch models, with handy CLI and easy-to-use Python API.☆131Updated last year
- Little article showing how to load pytorch's models with linear memory consumption☆34Updated 3 years ago
- How to train a CNN to 99% accuracy on MNIST in less than a second on a laptop☆70Updated 2 years ago
- Easily benchmark PyTorch model FLOPs, latency, throughput, allocated gpu memory and energy consumption☆109Updated 2 years ago
- Hacks for PyTorch☆19Updated 2 years ago
- a lightweight transformer library for PyTorch☆72Updated 4 years ago
- State-of-the-art data augmentation search algorithms in PyTorch☆47Updated 2 years ago
- How to implement Non Max Suppression (NMS) in PyTorch☆17Updated 3 years ago
- Customized matrix multiplication kernels☆57Updated 3 years ago
- A PyTorch Lightning extension that accelerates and enhances foundation model experimentation with flexible fine-tuning schedules.☆68Updated this week
- ☆133Updated 2 years ago
- Figures I made during my PhD in Deep Learning, for my models and for context☆85Updated 4 years ago
- Lightning HPO & Training Studio App☆19Updated 2 years ago
- PDFs and Codelabs for the Efficient Deep Learning book.☆203Updated 2 years ago
- Semantic Segmentation with Pytorch-Lightning☆63Updated 5 years ago
- Yet another mini autodiff system for educational purposes☆31Updated 2 months ago
- Cyclemoid implementation for PyTorch☆90Updated 3 years ago
- A lightweight library designed to accelerate the process of training PyTorch models by providing a minimal, but extensible training loop …☆193Updated 3 weeks ago
- Deep Learning book the covers the principles of deep learning, motivation, explanations, state of the art papers for the various tasks an…☆108Updated 3 years ago
- Timm model explorer☆42Updated last year
- Convert scikit-learn models to PyTorch modules☆168Updated last year
- Metrics for model evaluation in pytorch☆110Updated 4 years ago