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…☆5,684Updated this 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.☆1,104May 9, 2024Updated last year
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Codebase for Image Classification Research, written in PyTorch.☆2,168Mar 20, 2024Updated 2 years ago
- PyTorch layer-by-layer model profiler☆606May 23, 2021Updated 4 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☆8,953Updated 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
- Rethinking the Value of Network Pruning (Pytorch) (ICLR 2019)☆1,515Jun 7, 2020Updated 5 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.
- Experiments based on CenterNet (more backbones, TensorRT deployment and mask head)☆222Jun 16, 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).