snap-research / efficient-nn-tutorial
Page for the CVPR 2023 Tutorial - Efficient Neural Networks: From Algorithm Design to Practical Mobile Deployments
☆12Updated last year
Alternatives and similar repositories for efficient-nn-tutorial:
Users that are interested in efficient-nn-tutorial are comparing it to the libraries listed below
- [ACCV2022 (Oral)] Efficient Hardware-aware Neural Architecture Search for Image Super-resolution on Mobile Devices☆19Updated 2 years ago
- ☆17Updated 2 years ago
- An implementation of <Group Fisher Pruning for Practical Network Compression> based on pytorch and mmcv☆18Updated 3 years ago
- ☆13Updated 7 months ago
- Pytorch implemenation of "Learning Filter Basis for Convolutional Neural Network Compression" ICCV2019☆18Updated 2 years ago
- [ICLR'22] PyTorch code for our paper "Learning Efficient Image Super-Resolution Networks via Structure-Regularized Pruning"☆26Updated last year
- [Preprint] Why is the State of Neural Network Pruning so Confusing? On the Fairness, Comparison Setup, and Trainability in Network Prunin…☆40Updated last year
- Cyclic Differentiable Architecture Search☆35Updated 2 years ago
- [ICLR 2022] "As-ViT: Auto-scaling Vision Transformers without Training" by Wuyang Chen, Wei Huang, Xianzhi Du, Xiaodan Song, Zhangyang Wa…☆76Updated 2 years ago
- This is the pytorch implementation for the paper: Generalizable Mixed-Precision Quantization via Attribution Rank Preservation, which is…☆24Updated 3 years ago
- Benchmarking Attention Mechanism in Vision Transformers.☆17Updated 2 years ago
- ☆15Updated 11 months ago
- Pytorch implementation of our paper accepted by IEEE TNNLS, 2021 -- Network Pruning using Adaptive Exemplar Filters☆22Updated 3 years ago
- Accepted by AAAI2022☆21Updated 2 years ago
- i-mae Pytorch Repo☆20Updated 9 months ago
- Collections of Beautiful Latex Snippets☆16Updated 3 years ago
- IntLLaMA: A fast and light quantization solution for LLaMA☆18Updated last year
- [ECCV 2022] EdgeViTs: Competing Light-weight CNNs on Mobile Devices with Vision Transformers☆13Updated 2 years ago
- Official Pytorch implementation for Distilling Image Classifiers in Object detection (NeurIPS2021)☆30Updated 2 years ago
- ☆20Updated 2 years ago
- Code for RepNAS☆13Updated 3 years ago
- PyTorch code for Q-DiT: Accurate Post-Training Quantization for Diffusion Transformers☆36Updated 4 months ago
- [ECCV 2024] This is the official implementation of "Stitched ViTs are Flexible Vision Backbones".☆24Updated 11 months ago
- PyTorch implementation of "Deep Transferring Quantization" (ECCV2020)☆18Updated 2 years ago
- [ECCV24] MixDQ: Memory-Efficient Few-Step Text-to-Image Diffusion Models with Metric-Decoupled Mixed Precision Quantization☆32Updated last month
- A visualization and transformation of pytorch model☆30Updated 5 years ago
- [ICLR'23] Trainability Preserving Neural Pruning (PyTorch)☆32Updated last year
- This repo is the official megengine implementation of the ECCV2022 paper: Efficient One Pass Self-distillation with Zipf's Label Smoothin…☆26Updated 2 years ago
- An object detection codebase based on MegEngine.☆28Updated 2 years ago