huawei-noah / vega
AutoML tools chain
☆843Updated last year
Related projects ⓘ
Alternatives and complementary repositories for vega
- A list of high-quality (newest) AutoML works and lightweight models including 1.) Neural Architecture Search, 2.) Lightweight Structures,…☆847Updated 3 years ago
- Automated deep learning algorithms implemented in PyTorch.☆1,571Updated 2 years ago
- ☆195Updated 3 months ago
- [ICLR 2019] ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware☆1,425Updated 2 months ago
- Bolt is a deep learning library with high performance and heterogeneous flexibility.☆918Updated 3 months ago
- [ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment☆1,884Updated 11 months ago
- Code for paper " AdderNet: Do We Really Need Multiplications in Deep Learning?"☆954Updated 2 years ago
- ☆662Updated 3 years ago
- NASBench: A Neural Architecture Search Dataset and Benchmark☆685Updated last year
- Automated Deep Learning: Neural Architecture Search Is Not the End (a curated list of AutoDL resources and an in-depth analysis)☆2,251Updated 2 years ago
- PC-DARTS:Partial Channel Connections for Memory-Efficient Differentiable Architecture Search☆435Updated 4 years ago
- FairNAS: Rethinking Evaluation Fairness of Weight Sharing Neural Architecture Search☆303Updated 3 months ago
- Collection of recent methods on (deep) neural network compression and acceleration.☆930Updated 2 months ago
- ☆223Updated 3 years ago
- Awesome Neural Architecture Search Papers☆422Updated 9 months ago
- PyTorch Implementation of DARTS: Differentiable Architecture Search☆442Updated 2 years ago
- Model Quantization Benchmark☆765Updated 5 months ago
- A curated list of awesome architecture search resources☆1,186Updated 4 years ago
- micronet, a model compression and deploy lib. compression: 1、quantization: quantization-aware-training(QAT), High-Bit(>2b)(DoReFa/Quantiz…☆2,219Updated 3 years ago
- Slimmable Networks, AutoSlim, and Beyond, ICLR 2019, and ICCV 2019☆911Updated last year
- aw_nas: A Modularized and Extensible NAS Framework☆246Updated last year
- Codes for our paper "Progressive Differentiable Architecture Search:Bridging the Depth Gap between Search and Evaluation"☆360Updated 4 years ago
- Naszilla is a Python library for neural architecture search (NAS)☆304Updated last year
- Channel Pruning for Accelerating Very Deep Neural Networks (ICCV'17)☆1,079Updated 6 months ago
- [ECCV 2018] AMC: AutoML for Model Compression and Acceleration on Mobile Devices☆430Updated 11 months ago
- SPOS(Single Path One-Shot Neural Architecture Search with Uniform Sampling) rebuilt in Pytorch with single GPU.☆244Updated 2 years ago
- Papers for deep neural network compression and acceleration☆396Updated 3 years ago
- Mobile vision models and code☆902Updated 4 months ago
- Single-Path NAS: Designing Hardware-Efficient ConvNets in less than 4 Hours☆396Updated 3 years ago
- Rethinking the Value of Network Pruning (Pytorch) (ICLR 2019)☆1,510Updated 4 years ago