[NeurIPS 2022] “M³ViT: Mixture-of-Experts Vision Transformer for Efficient Multi-task Learning with Model-Accelerator Co-design”, Hanxue Liang*, Zhiwen Fan*, Rishov Sarkar, Ziyu Jiang, Tianlong Chen, Kai Zou, Yu Cheng, Cong Hao, Zhangyang Wang
☆136Nov 30, 2022Updated 3 years ago
Alternatives and similar repositories for M3ViT
Users that are interested in M3ViT are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [HPCA 2023] ViTCoD: Vision Transformer Acceleration via Dedicated Algorithm and Accelerator Co-Design☆132Jun 27, 2023Updated 3 years ago
- ☆53Aug 28, 2024Updated last year
- ☆725Jun 6, 2026Updated 3 weeks ago
- Soft Mixture of Experts Vision Transformer, addressing MoE limitations as highlighted by Puigcerver et al., 2023.☆16Aug 13, 2023Updated 2 years ago
- ViTALiTy (HPCA'23) Code Repository☆23Mar 13, 2023Updated 3 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.
- Deep learning accelerator for convolutional layer (convolution operation) and fully-connected layer(matrix-multiplication).☆20Nov 18, 2018Updated 7 years ago
- A co-design architecture on sparse attention☆55Aug 23, 2021Updated 4 years ago
- An FPGA Accelerator for Transformer Inference☆95Apr 29, 2022Updated 4 years ago
- Implementation of AAAI 2022 Paper: Go wider instead of deeper☆32Oct 27, 2022Updated 3 years ago
- [TCAD'23] AccelTran: A Sparsity-Aware Accelerator for Transformers☆61Nov 22, 2023Updated 2 years ago
- SSR: Spatial Sequential Hybrid Architecture for Latency Throughput Tradeoff in Transformer Acceleration (Full Paper Accepted in FPGA'24)☆36Mar 12, 2026Updated 3 months ago
- [DATE 2025] Official implementation and dataset of AIrchitect v2: Learning the Hardware Accelerator Design Space through Unified Represen…☆20Jan 17, 2025Updated last year
- HW/SW co-design of sentence-level energy optimizations for latency-aware multi-task NLP inference☆54Mar 24, 2024Updated 2 years ago
- [TCAD 2021] Block Convolution: Towards Memory-Efficient Inference of Large-Scale CNNs on FPGA☆17Jul 7, 2022Updated 3 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- [ICCV 2023] I-ViT: Integer-only Quantization for Efficient Vision Transformer Inference☆207Sep 2, 2024Updated last year
- A fusion model of transformer and CNN for remote sensing image classification. Datasets Used: UCM, RSSCN7☆11May 29, 2025Updated last year
- [TECS'23] A project on the co-design of Accelerators and CNNs.☆22Dec 10, 2022Updated 3 years ago
- ☆95Apr 3, 2023Updated 3 years ago
- You can run it on pynq z1. The repository contains the relevant Verilog code, Vivado configuration and C code for sdk testing. The size o…☆260Mar 24, 2024Updated 2 years ago
- An up-to-date list of works on Multi-Task Learning☆378Mar 2, 2026Updated 4 months ago
- [HPCA'21] SpAtten: Efficient Sparse Attention Architecture with Cascade Token and Head Pruning☆135Aug 27, 2024Updated last year
- This is the official repository for our NeurIPS'22 paper "Watermarking for Out-of-distribution Detection."☆18Feb 24, 2023Updated 3 years ago
- A new multi-task learning framework using Vision Transformers☆11Jun 19, 2024Updated 2 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Post-Training Quantization for Vision transformers.☆241Jul 19, 2022Updated 3 years ago
- ☆17Updated this week
- [WACV'23] Mixture Outlier Exposure for Out-of-Distribution Detection in Fine-grained Environments☆26Apr 12, 2023Updated 3 years ago
- PyTorch Re-Implementation of "The Sparsely-Gated Mixture-of-Experts Layer" by Noam Shazeer et al. https://arxiv.org/abs/1701.06538☆1,248Apr 19, 2024Updated 2 years ago
- ☆18Feb 13, 2021Updated 5 years ago
- This repository contains papers for a comprehensive survey on accelerated generation techniques in Large Language Models (LLMs).☆11May 24, 2024Updated 2 years ago
- An efficient spatial accelerator enabling hybrid sparse attention mechanisms for long sequences☆32Mar 7, 2024Updated 2 years ago
- 哈尔滨工业大学（深圳）2021年球季学期深度学习体系结构实验☆17Oct 1, 2022Updated 3 years ago
- LSTM neural network (verilog)☆16Dec 5, 2018Updated 7 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- a python version of WINNER II Channel Model☆17Jun 21, 2022Updated 4 years ago
- PyTorch implementation of LIMoE☆52Apr 1, 2024Updated 2 years ago
- FPGA based Vision Transformer accelerator (Harvard CS205)☆158Feb 11, 2025Updated last year
- Implementation of IEEE TNNLS 2023 and Elsevier PR 2023 papers on backdoor watermarking for deep classification models with unambiguity an…☆19Jul 27, 2023Updated 2 years ago
- A Pytorch implementation of Sparsely-Gated Mixture of Experts, for massively increasing the parameter count of language models☆862Sep 13, 2023Updated 2 years ago
- Ensemble Knowledge Guided Sub-network Search and Fine-tuning for Filter Pruning☆19Sep 20, 2022Updated 3 years ago
- A fast MoE impl for PyTorch☆1,857Feb 10, 2025Updated last year