alibaba / lightweight-neural-architecture-search
This is a collection of our zero-cost NAS and efficient vision applications.
☆411Updated last year
Alternatives and similar repositories for lightweight-neural-architecture-search:
Users that are interested in lightweight-neural-architecture-search are comparing it to the libraries listed below
- ☆225Updated 3 years ago
- ResRep: Lossless CNN Pruning via Decoupling Remembering and Forgetting (ICCV 2021)☆294Updated 2 years ago
- RM Operation can equivalently convert ResNet to VGG, which is better for pruning; and can help RepVGG perform better when the depth is la…☆212Updated last year
- OTOv1-v3, NeurIPS, ICLR, TMLR, DNN Training, Compression, Structured Pruning, Erasing Operators, CNN, Diffusion, LLM☆300Updated 6 months ago
- Official repo of RepOptimizers and RepOpt-VGG☆261Updated 2 years ago
- Distilling Knowledge via Knowledge Review, CVPR 2021☆267Updated 2 years ago
- ☆236Updated 2 years ago
- The official implementation of [CVPR2022] Decoupled Knowledge Distillation https://arxiv.org/abs/2203.08679 and [ICCV2023] DOT: A Distill…☆841Updated last year
- 针对pytorch模型的自动化模型结构分析和修改工具集,包含自动分析模型结构的模型压缩算法库☆250Updated last year
- ☆822Updated last year
- Official code for our ECCV'22 paper "A Fast Knowledge Distillation Framework for Visual Recognition"☆186Updated 10 months ago
- Pytorch implementation of BRECQ, ICLR 2021☆269Updated 3 years ago
- [ECCV 2022] Source code of "EdgeFormer: Improving Light-weight ConvNets by Learning from Vision Transformers"☆351Updated 2 years ago
- Official Code of Paper "Reversible Column Networks" "RevColv2"☆260Updated last year
- [IJCAI 2022] FQ-ViT: Post-Training Quantization for Fully Quantized Vision Transformer☆329Updated last year
- [CVPR 2023 Highlight] This is the official implementation of "Stitchable Neural Networks".☆249Updated last year
- A PyTorch implementation of "MobileViT: Light-weight, General-purpose, and Mobile-friendly Vision Transformer"☆521Updated 3 years ago
- Official MegEngine implementation of RepLKNet☆275Updated 2 years ago
- Model Quantization Benchmark☆793Updated 2 months ago
- Diverse Branch Block: Building a Convolution as an Inception-like Unit☆332Updated 2 years ago
- United Perception☆432Updated 2 years ago
- [NeurIPS 2021] [T-PAMI] DynamicViT: Efficient Vision Transformers with Dynamic Token Sparsification☆596Updated last year
- 'NKD and USKD' (ICCV 2023) and 'ViTKD' (CVPRW 2024)☆225Updated last year
- A simple network quantization demo using pytorch from scratch.☆522Updated last year
- Focal and Global Knowledge Distillation for Detectors (CVPR 2022)☆367Updated 2 years ago
- EfficientFormerV2 [ICCV 2023] & EfficientFormer [NeurIPs 2022]☆1,028Updated last year
- Masked Generative Distillation (ECCV 2022)☆217Updated 2 years ago
- CVPR 2022 "Online Convolutional Re-parameterization"☆174Updated 2 years ago
- RepMLPNet: Hierarchical Vision MLP with Re-parameterized Locality (CVPR 2022)☆306Updated 2 years ago
- Code and models for mobile-former☆124Updated 2 years ago