[ECCV 2018] AMC: AutoML for Model Compression and Acceleration on Mobile Devices
☆168Feb 26, 2021Updated 5 years ago
Alternatives and similar repositories for amc-models
Users that are interested in amc-models are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [ECCV 2018] AMC: AutoML for Model Compression and Acceleration on Mobile Devices☆449Nov 22, 2023Updated 2 years ago
- Path-Level Network Transformation for Efficient Architecture Search, in ICML 2018.☆111Jun 12, 2018Updated 8 years ago
- [CVPR 2019, Oral] HAQ: Hardware-Aware Automated Quantization with Mixed Precision☆409Feb 26, 2021Updated 5 years ago
- Soft Filter Pruning for Accelerating Deep Convolutional Neural Networks☆385Oct 2, 2019Updated 7 years ago
- [ICLR 2019] ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware☆1,449Aug 30, 2024Updated 2 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- Rethinking the Value of Network Pruning (Pytorch) (ICLR 2019)☆1,514Jun 7, 2020Updated 6 years ago
- Code for “Discrimination-aware-Channel-Pruning-for-Deep-Neural-Networks”☆182Oct 29, 2020Updated 6 years ago
- Channel Pruning for Accelerating Very Deep Neural Networks (ICCV'17)☆1,089May 2, 2024Updated 2 years ago
- Slimmable Networks, AutoSlim, and Beyond, ICLR 2019, and ICCV 2019☆925Mar 9, 2023Updated 3 years ago
- ☆120Jun 13, 2020Updated 6 years ago
- Single-Path NAS: Designing Hardware-Efficient ConvNets in less than 4 Hours☆393Dec 14, 2020Updated 5 years ago
- CNN channel pruning, LeGR, MorphNet, AMC. Codebase for paper "LeGR: Filter Pruning via Learned Global Ranking"☆113Mar 17, 2020Updated 6 years ago
- An Automatic Model Compression (AutoMC) framework for developing smaller and faster AI applications.☆2,916Mar 31, 2023Updated 3 years ago
- MetaPruning: Meta Learning for Automatic Neural Network Channel Pruning. In ICCV 2019.☆351Jul 5, 2020Updated 6 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Mobile vision models and code☆923Oct 21, 2026Updated last week
- Code for the NuerIPS'19 paper "Gate Decorator: Global Filter Pruning Method for Accelerating Deep Convolutional Neural Networks"☆193Feb 21, 2020Updated 6 years ago
- Partial Order Pruning: for Best Speed/Accuracy Trade-off in Neural Architecture Search☆147Sep 23, 2020Updated 6 years ago
- Count the MACs / FLOPs of PyTorch models☆650Mar 11, 2026Updated 7 months ago
- ICML2019 Accepted Paper. Overcoming Multi-Model Forgetting☆14Jun 5, 2019Updated 7 years ago
- This repo is re-produce for Channel_pruning☆11May 17, 2018Updated 8 years ago
- [ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment☆1,955Dec 14, 2023Updated 2 years ago
- Caffe implementation of Optimal-Ternary-Weights-Approximation in "Two-Step Quantization for Low-bit Neural Networks" (CVPR2018).☆15Sep 21, 2018Updated 8 years ago
- Fair DARTS: Eliminating Unfair Advantages in Differentiable Architecture Search☆177Oct 3, 2023Updated 3 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- [CVPR 2020] APQ: Joint Search for Network Architecture, Pruning and Quantization Policy☆160Jun 16, 2020Updated 6 years ago
- Pytorch implementation of our paper accepted by IJCAI 2020 -- Channel Pruning via Automatic Structure Search☆147Feb 11, 2021Updated 5 years ago
- Automated deep learning algorithms implemented in PyTorch.☆1,580Apr 24, 2022Updated 4 years ago
- A PyTorch implementation of Mnasnet: MnasNet: Platform-Aware Neural Architecture Search for Mobile.☆275Aug 15, 2018Updated 8 years ago
- Multinomial Distribution Learning for Effective Neural Architecture Search☆207Jun 24, 2019Updated 7 years ago
- Training Low-bits DNNs with Stochastic Quantization☆73Aug 4, 2017Updated 9 years ago
- Research Toolkit for Cutting-Edge DL/ML algorithms.☆16Dec 8, 2022Updated 3 years ago
- [ICLR 2020]: 'AtomNAS: Fine-Grained End-to-End Neural Architecture Search'☆220Jun 8, 2020Updated 6 years ago
- Filter Pruning via Geometric Median for Deep Convolutional Neural Networks Acceleration (CVPR 2019 Oral)☆612Aug 31, 2023Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Dynamic Distribution Pruning for Efficient Network Architecture Search☆48Jun 24, 2019Updated 7 years ago
- Repository containing pruned models and related information☆38Mar 17, 2021Updated 5 years ago
- (ECCV'2020 Oral)EagleEye: Fast Sub-net Evaluation for Efficient Neural Network Pruning☆309Dec 8, 2022Updated 3 years ago
- This is the official implementation of "DHP: Differentiable Meta Pruning via HyperNetworks".☆58Jan 17, 2026Updated 9 months ago
- A Pytorch implementation of Neural Network Compression (pruning, deep compression, channel pruning)☆157Jul 10, 2024Updated 2 years ago
- [ACL'20] HAT: Hardware-Aware Transformers for Efficient Natural Language Processing☆337Jul 14, 2024Updated 2 years ago
- Densely Connected Search Space for More Flexible Neural Architecture Search (CVPR2020)☆291Jul 4, 2020Updated 6 years ago