UT-LCA / ML4Accel-Dataset
Dataset for ML-guided Accelerator Design
☆36Updated 5 months ago
Alternatives and similar repositories for ML4Accel-Dataset:
Users that are interested in ML4Accel-Dataset are comparing it to the libraries listed below
- [DATE 2022] PowerGear: Early-Stage Power Estimation in FPGA HLS via Heterogeneous Edge-Centric GNNs☆17Updated 3 years ago
- HLSFactory: A Framework Empowering High-Level Synthesis Datasets for Machine Learning and Beyond☆34Updated this week
- High-Level Synthesis Performance Prediction using GNNs: Benchmarking, Modeling, and Advancing☆50Updated 10 months ago
- A list of our chiplet simulaters☆32Updated 3 weeks ago
- MasterRTL: A Pre-Synthesis PPA Estimation Framework for Any RTL Design☆45Updated 7 months ago
- The RAD flow is an open-source academic architecture exploration and evaluation flow for novel beyond-FPGA reconfigurable acceleration de…☆34Updated 2 weeks ago
- An integrated CGRA design framework☆87Updated last month
- ☆25Updated last year
- Collection of digital hardware modules & projects (benchmarks)☆54Updated 5 months ago
- Template-based Reconfigurable Architecture Modeling Framework☆14Updated 2 years ago
- A RISC-V BOOM Microarchitecture Power Modeling Framework☆24Updated last year
- A systolic array simulator for multi-cycle MACs and varying-byte words, with the paper accepted to HPCA 2022.☆74Updated 3 years ago
- ☆59Updated last year
- ☆16Updated 3 years ago
- ☆44Updated last month
- The open-sourced version of BOOM-Explorer☆39Updated last year
- DATE'24 paper: "Hierarchical Source-to-Post-Route QoR Prediction in High-Level Synthesis with GNNs"☆16Updated 4 months ago
- ☆26Updated 5 months ago
- Benchmark framework of 3D integrated CIM accelerators for popular DNN inference, support both monolithic and heterogeneous 3D integration☆22Updated 3 years ago
- ☆41Updated 7 months ago
- An Open-Source Tool for CGRA Accelerators☆21Updated last year
- ☆15Updated 6 years ago
- ☆49Updated 3 weeks ago
- DAC'22 paper: "Automated Accelerator Optimization Aided by Graph Neural Networks"☆40Updated last year
- An Open-Source Tool for CGRA Accelerators☆64Updated last week
- High-Performance Sparse Linear Algebra on HBM-Equipped FPGAs Using HLS☆90Updated 6 months ago
- A toolchain for rapid design space exploration of chiplet architectures☆45Updated this week
- Multi-core HW accelerator mapping optimization framework for layer-fused ML workloads.☆51Updated 2 months ago
- Benchmarks for Approximate Circuit Synthesis☆16Updated 4 years ago
- A fast, accurate trace-based simulator for High-Level Synthesis.☆44Updated 3 weeks ago