Research and Materials on Hardware implementation of Transformer Model
☆313Nov 2, 2026Updated this week
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:
- FPGA based Vision Transformer accelerator (Harvard CS205)☆165Feb 11, 2025Updated last year
- 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…☆275Mar 24, 2024Updated 2 years ago
- An FPGA Accelerator for Transformer Inference☆98Apr 29, 2022Updated 4 years ago
- [TCAD'23] AccelTran: A Sparsity-Aware Accelerator for Transformers☆63Nov 22, 2023Updated 2 years ago
- [HPCA 2023] ViTCoD: Vision Transformer Acceleration via Dedicated Algorithm and Accelerator Co-Design☆136Jun 27, 2023Updated 3 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.
- FPGA-based hardware accelerator for Vision Transformer (ViT), with Hybrid-Grained Pipeline.☆154Jan 20, 2025Updated last year
- ☆20Mar 21, 2023Updated 3 years ago
- A survey on Hardware Accelerated LLMs☆69Jan 13, 2025Updated last year
- Edge-MoE: Memory-Efficient Multi-Task Vision Transformer Architecture with Task-level Sparsity via Mixture-of-Experts☆144May 10, 2024Updated 2 years ago
- This is originally a collection of papers on neural network accelerators. Now it's more like my selection of research on deep learning an…☆2,136Mar 30, 2026Updated 7 months ago
- ViTALiTy (HPCA'23) Code Repository☆25Mar 13, 2023Updated 3 years ago
- ☆50Apr 8, 2023Updated 3 years ago
- Attentionlego☆13Jan 24, 2024Updated 2 years ago
- An efficient spatial accelerator enabling hybrid sparse attention mechanisms for long sequences☆34Mar 7, 2024Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- A bit-level sparsity-awared multiply-accumulate process element.☆21Jul 9, 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☆180Jun 9, 2023Updated 3 years ago
- [HPCA'21] SpAtten: Efficient Sparse Attention Architecture with Cascade Token and Head Pruning☆143Aug 27, 2024Updated 2 years ago
- Berkeley's Spatial Array Generator☆1,549Updated this week
- A Reconfigurable Accelerator with Data Reordering Support for Low-Cost On-Chip Dataflow Switching☆96Apr 26, 2026Updated 6 months ago
- ☆128Jan 11, 2024Updated 2 years ago
- A co-design architecture on sparse attention☆55Aug 23, 2021Updated 5 years ago
- Accelerate multihead attention transformer model using HLS for FPGA☆13Dec 7, 2023Updated 2 years ago
- Verilog implementation of Softmax function☆82Jul 27, 2022Updated 4 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆32Mar 31, 2025Updated last year
- TMMA: A Tiled Matrix Multiplication Accelerator for Self-Attention Projections in Transformer Models, optimized for edge deployment on Xi…☆41Apr 7, 2026Updated 7 months ago
- ☆677Jan 13, 2021Updated 5 years ago
- C++ code for HLS FPGA implementation of transformer☆25Sep 11, 2024Updated 2 years ago
- ☆94Apr 22, 2025Updated last year
- Convolutional accelerator kernel, target ASIC & FPGA☆267Apr 10, 2023Updated 3 years ago
- ONNXim is a fast cycle-level simulator that can model multi-core NPUs for DNN inference☆219Oct 23, 2026Updated 2 weeks ago
- List of papers related to Vision Transformers quantization and hardware acceleration in recent AI conferences and journals.☆108Jun 2, 2024Updated 2 years ago
- (Not actively updating)Vision Transformer Accelerator implemented in Vivado HLS for Xilinx FPGAs.☆26Dec 29, 2024Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Repository to host and maintain SCALE-Sim code☆543Jun 28, 2026Updated 4 months ago
- ☆163Jul 19, 2025Updated last year
- ☆15Aug 10, 2023Updated 3 years ago
- SSR: Spatial Sequential Hybrid Architecture for Latency Throughput Tradeoff in Transformer Acceleration (Full Paper Accepted in FPGA'24)☆38Mar 12, 2026Updated 7 months ago
- HW/SW co-design of sentence-level energy optimizations for latency-aware multi-task NLP inference☆56Mar 24, 2024Updated 2 years ago
- ☆14May 23, 2025Updated last year
- An analytical cost model evaluating DNN mappings (dataflows and tiling).☆265Apr 15, 2024Updated 2 years ago