Example code showing how to use Nvidia DALI in pytorch, with fallback to torchvision. Contains a few differences to the official Nvidia example, namely a completely CPU pipeline & improved memory usage
☆197Feb 3, 2020Updated 6 years ago
Alternatives and similar repositories for DALI_pytorch_demo
Users that are interested in DALI_pytorch_demo are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- PyTorch DataLoaders implemented with DALI for accelerating image preprocessing☆883Jul 4, 2020Updated 5 years ago
- A GPU-accelerated library containing highly optimized building blocks and an execution engine for data processing to accelerate deep lear…☆5,690May 15, 2026Updated last week
- high performance image loading and augmenting routines mimicking PIL.Image interface☆318Aug 16, 2021Updated 4 years ago
- Library for faster pinned CPU <-> GPU transfer in Pytorch☆682Feb 21, 2020Updated 6 years ago
- My best practice of training large dataset using PyTorch.☆1,103May 9, 2024Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Codebase for Image Classification Research, written in PyTorch.☆2,166Mar 20, 2024Updated 2 years ago
- PyTorch layer-by-layer model profiler☆606May 23, 2021Updated 5 years ago
- Fast Image Restoration with Multi-bin Trainable Linear Units.☆11Dec 23, 2019Updated 6 years ago
- A PyTorch Extension: Tools for easy mixed precision and distributed training in Pytorch☆8,967Updated this week
- MEAL V2: Boosting Vanilla ResNet-50 to 80%+ Top-1 Accuracy on ImageNet without Tricks. In NeurIPS 2020 workshop.☆701Dec 24, 2021Updated 4 years ago
- A PyTorch implementation of EfficientNet☆8,219Apr 8, 2022Updated 4 years ago
- ☆12Nov 16, 2020Updated 5 years ago
- batchboost is a variation on MixUp that instead of mixing just two images, mixes many images together.☆44Jan 26, 2020Updated 6 years ago
- Experiments based on CenterNet (more backbones, TensorRT deployment and mask head)☆222Jun 16, 2020Updated 5 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- Rethinking the Value of Network Pruning (Pytorch) (ICLR 2019)☆1,512Jun 7, 2020Updated 5 years ago
- Rectified Convolution☆45Oct 16, 2022Updated 3 years ago
- There and Back Again: Revisiting Backpropagation Saliency Methods (CVPR 2020)☆53Apr 7, 2020Updated 6 years ago
- A CV toolkit for my papers.☆2,045Dec 21, 2024Updated last year
- Code for BlockSwap (ICLR 2020).☆33Mar 25, 2021Updated 5 years ago
- PyTorch functions and utilities to make your life easier☆195Mar 18, 2021Updated 5 years ago
- PyTorch implementation of PNASNet-5 on ImageNet☆321Aug 4, 2022Updated 3 years ago
- An end-to-end PyTorch framework for image and video classification☆1,610Jun 27, 2024Updated last year
- ☆538Dec 30, 2021Updated 4 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆10Jul 30, 2021Updated 4 years ago
- Datasets, transforms and samplers for video in PyTorch☆89Oct 3, 2023Updated 2 years ago
- Diagonalwise Refactorization: An Efficient Training Method for Depthwise Convolutions (in PyTorch)☆21May 13, 2018Updated 8 years ago
- PyTorch implementation for GAL.☆56May 13, 2020Updated 6 years ago
- Minimal API for receptive field calculation in PyTorch☆68Sep 15, 2022Updated 3 years ago
- The official PyTorch implementation of CVPR 2020 paper "Improving Convolutional Networks with Self-Calibrated Convolutions"☆387May 15, 2020Updated 6 years ago
- KoGPT-2 finetuning Based Kiosk chatbot☆12Dec 12, 2023Updated 2 years ago
- TensorRT half precision inference routine on a API-based TensorRT model☆12Jul 3, 2018Updated 7 years ago
- Pytorch implementation of newly added convolution☆582Oct 26, 2019Updated 6 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ResNeSt: Split-Attention Networks☆3,263Dec 9, 2022Updated 3 years ago
- Official Implementation of 'Fast AutoAugment' in PyTorch.☆1,607Jun 16, 2021Updated 4 years ago
- PyProf2: PyTorch Profiling tool☆82Jun 25, 2020Updated 5 years ago
- Experiments with the ideas presented in https://arxiv.org/abs/2003.00152 by Frankle et al.☆29Aug 21, 2020Updated 5 years ago
- Matlab codes of GTH☆11Apr 18, 2019Updated 7 years ago
- Code for Switchable Whitening (ICCV2019)☆137Dec 18, 2019Updated 6 years ago
- A tool for PytorchToCaffe，fork form https://github.com/xxradon/PytorchToCaffe☆11Sep 18, 2019Updated 6 years ago