Research and Materials on Hardware implementation of Transformer Model
☆309Feb 28, 2025Updated last year
Alternatives and similar repositories for transfomers-silicon-research
Users that are interested in transfomers-silicon-research are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 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…☆264Mar 24, 2024Updated 2 years ago
- FPGA based Vision Transformer accelerator (Harvard CS205)☆160Feb 11, 2025Updated last year
- An FPGA Accelerator for Transformer Inference☆95Apr 29, 2022Updated 4 years ago
- [TCAD'23] AccelTran: A Sparsity-Aware Accelerator for Transformers☆62Nov 22, 2023Updated 2 years ago
- [HPCA 2023] ViTCoD: Vision Transformer Acceleration via Dedicated Algorithm and Accelerator Co-Design☆133Jun 27, 2023Updated 3 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- A survey on Hardware Accelerated LLMs☆67Jan 13, 2025Updated last year
- Edge-MoE: Memory-Efficient Multi-Task Vision Transformer Architecture with Task-level Sparsity via Mixture-of-Experts☆141May 10, 2024Updated 2 years ago
- FREE TPU V3plus for FPGA is the free version of a commercial AI processor (EEP-TPU) for Deep Learning EDGE Inference☆177Jun 9, 2023Updated 3 years ago
- FPGA-based hardware accelerator for Vision Transformer (ViT), with Hybrid-Grained Pipeline.☆151Jan 20, 2025Updated last year
- ☆125Jan 11, 2024Updated 2 years ago
- Attentionlego☆13Jan 24, 2024Updated 2 years ago
- ViTALiTy (HPCA'23) Code Repository☆23Mar 13, 2023Updated 3 years ago
- ☆80Apr 22, 2025Updated last year
- Berkeley's Spatial Array Generator☆1,408Jun 30, 2026Updated 3 weeks 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.
- This is originally a collection of papers on neural network accelerators. Now it's more like my selection of research on deep learning an…☆2,107Mar 30, 2026Updated 4 months ago
- [HPCA'21] SpAtten: Efficient Sparse Attention Architecture with Cascade Token and Head Pruning☆137Aug 27, 2024Updated last year
- ☆24May 14, 2025Updated last year
- ☆50Apr 8, 2023Updated 3 years ago
- [DATE 2025] Official implementation and dataset of AIrchitect v2: Learning the Hardware Accelerator Design Space through Unified Represen…☆21Jan 17, 2025Updated last year
- A Reconfigurable Accelerator with Data Reordering Support for Low-Cost On-Chip Dataflow Switching☆91Apr 26, 2026Updated 3 months ago
- ☆48Aug 23, 2021Updated 4 years ago
- C++ code for HLS FPGA implementation of transformer☆24Sep 11, 2024Updated last year
- ☆15Aug 10, 2023Updated 2 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.
- Accelerate multihead attention transformer model using HLS for FPGA☆13Dec 7, 2023Updated 2 years ago
- Repository to host and maintain SCALE-Sim code☆502Jun 28, 2026Updated last month
- A systolic array simulator for multi-cycle MACs and varying-byte words, with the paper accepted to HPCA 2022.☆84Nov 7, 2021Updated 4 years ago
- ☆672Jan 13, 2021Updated 5 years ago
- [TCAD'24] This repository contains the source code for the paper "FireFly v2: Advancing Hardware Support for High-Performance Spiking Neu…☆26May 9, 2024Updated 2 years ago
- ☆20Mar 21, 2023Updated 3 years ago
- ☆157Jul 19, 2025Updated last year
- Convolutional accelerator kernel, target ASIC & FPGA☆257Apr 10, 2023Updated 3 years ago
- FracBNN: Accurate and FPGA-Efficient Binary Neural Networks with Fractional Activations☆99Oct 2, 2021Updated 4 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.
- An analytical cost model evaluating DNN mappings (dataflows and tiling).☆259Apr 15, 2024Updated 2 years ago
- [ICCV 2023] I-ViT: Integer-only Quantization for Efficient Vision Transformer Inference☆207Sep 2, 2024Updated last year
- STONNE: A Simulation Tool for Neural Networks Engines☆153Jun 16, 2025Updated last year
- ONNXim is a fast cycle-level simulator that can model multi-core NPUs for DNN inference☆209Jan 8, 2026Updated 6 months ago
- [NeurIPS 2022] “M³ViT: Mixture-of-Experts Vision Transformer for Efficient Multi-task Learning with Model-Accelerator Co-design”, Hanxue …☆137Nov 30, 2022Updated 3 years ago
- An FPGA design for simulating biological neurons☆19Jul 5, 2024Updated 2 years ago
- A co-design architecture on sparse attention☆55Aug 23, 2021Updated 4 years ago