ECASLab / hls-fpga-acceleratorsLinks
Collection of kernel accelerators optimised for LLM execution
☆17Updated 2 months ago
Alternatives and similar repositories for hls-fpga-accelerators
Users that are interested in hls-fpga-accelerators are comparing it to the libraries listed below
Sorting:
- Model LLM inference on single-core dataflow accelerators☆10Updated 3 months ago
- A co-design architecture on sparse attention☆52Updated 3 years ago
- Accelerate multihead attention transformer model using HLS for FPGA☆11Updated last year
- Open-source of MSD framework☆16Updated last year
- A bit-level sparsity-awared multiply-accumulate process element.☆16Updated 10 months ago
- SSR: Spatial Sequential Hybrid Architecture for Latency Throughput Tradeoff in Transformer Acceleration (Full Paper Accepted in FPGA'24)☆32Updated this week
- An efficient spatial accelerator enabling hybrid sparse attention mechanisms for long sequences☆27Updated last year
- ☆27Updated 2 months ago
- An open-source parameterizable NPU generator with full-stack multi-target compilation stack for intelligent workloads.☆53Updated 2 months ago
- ☆16Updated 2 years ago
- A systolic array simulator for multi-cycle MACs and varying-byte words, with the paper accepted to HPCA 2022.☆77Updated 3 years ago
- FPGA-based hardware accelerator for Vision Transformer (ViT), with Hybrid-Grained Pipeline.☆56Updated 4 months ago
- A framework for fast exploration of the depth-first scheduling space for DNN accelerators☆39Updated 2 years ago
- MICRO22 artifact evaluation for Sparseloop☆44Updated 2 years ago
- Multi-core HW accelerator mapping optimization framework for layer-fused ML workloads.☆53Updated last month
- C++ code for HLS FPGA implementation of transformer☆17Updated 8 months ago
- A Reconfigurable Accelerator with Data Reordering Support for Low-Cost On-Chip Dataflow Switching☆53Updated 2 months ago
- Open source RTL implementation of Tensor Core, Sparse Tensor Core, BitWave and SparSynergy in the article: "SparSynergy: Unlocking Flexib…☆16Updated 2 months ago
- [TCAD'23] AccelTran: A Sparsity-Aware Accelerator for Transformers☆44Updated last year
- A reading list for SRAM-based Compute-In-Memory (CIM) research.☆66Updated 3 months ago
- [ASPLOS 2024] CIM-MLC: A Multi-level Compilation Stack for Computing-In-Memory Accelerators☆37Updated last year
- [FPGA 2024]FPGA Accelerator for Imbalanced SpMV using HLS☆12Updated 3 months ago
- ☆45Updated 3 years ago
- Attentionlego☆12Updated last year
- ☆17Updated 8 months ago
- tpu-systolic-array-weight-stationary☆24Updated 4 years ago
- ☆41Updated 5 months ago
- eyeriss-chisel3☆40Updated 3 years ago
- ☆16Updated 3 weeks ago
- A comprehensive tool that allows for system-level performance estimation of chiplet-based In-Memory computing (IMC) architectures.☆21Updated 11 months ago