D-X-Y / AutoDL-ProjectsLinks
Automated deep learning algorithms implemented in PyTorch.
☆1,583Updated 3 years ago
Alternatives and similar repositories for AutoDL-Projects
Users that are interested in AutoDL-Projects are comparing it to the libraries listed below
Sorting:
- Automated Deep Learning: Neural Architecture Search Is Not the End (a curated list of AutoDL resources and an in-depth analysis)☆2,303Updated 2 years ago
- [ICLR 2019] ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware☆1,446Updated 11 months ago
- A list of high-quality (newest) AutoML works and lightweight models including 1.) Neural Architecture Search, 2.) Lightweight Structures,…☆852Updated 4 years ago
- PyTorch Implementation of DARTS: Differentiable Architecture Search☆446Updated 3 years ago
- PC-DARTS:Partial Channel Connections for Memory-Efficient Differentiable Architecture Search☆439Updated 5 years ago
- NASBench: A Neural Architecture Search Dataset and Benchmark☆701Updated 2 years ago
- NAS-Bench-201 API and Instruction☆636Updated 4 years ago
- Codes for our paper "Progressive Differentiable Architecture Search:Bridging the Depth Gap between Search and Evaluation"☆364Updated 5 years ago
- AutoML tools chain☆850Updated 2 years ago
- Rethinking the Value of Network Pruning (Pytorch) (ICLR 2019)☆1,514Updated 5 years ago
- A curated list of awesome architecture search resources☆1,188Updated 4 years ago
- Slimmable Networks, AutoSlim, and Beyond, ICLR 2019, and ICCV 2019☆924Updated 2 years ago
- [ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment☆1,925Updated last year
- ☆668Updated 3 years ago
- Collection of recent methods on (deep) neural network compression and acceleration.☆949Updated 4 months ago
- ☆196Updated last year
- PyTorch DataLoaders implemented with DALI for accelerating image preprocessing☆884Updated 5 years ago
- My best practice of training large dataset using PyTorch.☆1,100Updated last year
- Differentiable architecture search for convolutional and recurrent networks☆3,971Updated 4 years ago
- [ECCV 2018] AMC: AutoML for Model Compression and Acceleration on Mobile Devices☆443Updated last year
- Mobile vision models and code☆913Updated 5 months ago
- Codebase for Image Classification Research, written in PyTorch.☆2,161Updated last year
- PyTorch implementation of "Efficient Neural Architecture Search via Parameters Sharing"☆2,724Updated 2 years ago
- Code for paper " AdderNet: Do We Really Need Multiplications in Deep Learning?"☆963Updated 3 years ago
- Single-Path NAS: Designing Hardware-Efficient ConvNets in less than 4 Hours☆395Updated 4 years ago
- Model analyzer in PyTorch☆1,490Updated 2 years ago
- Code for Neural Architecture Search without Training (ICML 2021)☆472Updated 4 years ago
- Papers for deep neural network compression and acceleration☆400Updated 4 years ago
- knowledge distillation papers☆758Updated 2 years ago
- experiments on Paper <Bag of Tricks for Image Classification with Convolutional Neural Networks> and other useful tricks to improve CNN a…☆733Updated 6 years ago