IPRC-ICT / HeronLinks
Heron: Automatically Constrained High-Performance Library Generation for Deep Learning Accelerators
☆23Updated 2 years ago
Alternatives and similar repositories for Heron
Users that are interested in Heron are comparing it to the libraries listed below
Sorting:
- Automatic Mapping Generation, Verification, and Exploration for ISA-based Spatial Accelerators☆121Updated 3 years ago
- OSDI 2023 Welder, deeplearning compiler☆32Updated 2 years ago
- An analytical framework that models hardware dataflow of tensor applications on spatial architectures using the relation-centric notation…☆87Updated last year
- TileFlow is a performance analysis tool based on Timeloop for fusion dataflows☆66Updated last year
- tutorials about polyhedral compilation.☆62Updated this week
- ☆123Updated this week
- A scheduler for spatial DNN accelerators that generate high-performance schedules in one shot using mixed integer programming (MIP)☆85Updated 2 years ago
- Release of stream-specialization software/hardware stack.☆120Updated 2 years ago
- agile hardware-software co-design☆52Updated 4 years ago
- HyFiSS: A Hybrid Fidelity Stall-Aware Simulator for GPGPUs☆39Updated last year
- ☆224Updated 3 months ago
- MAGIS: Memory Optimization via Coordinated Graph Transformation and Scheduling for DNN (ASPLOS'24)☆56Updated last year
- Performance Prediction Toolkit for GPUs☆39Updated 3 years ago
- ☆13Updated 4 years ago
- ☆17Updated 3 months ago
- ☆34Updated 4 years ago
- GPGPU-Sim provides a detailed simulation model of a contemporary GPU running CUDA and/or OpenCL workloads and now includes an integrated…☆67Updated 3 weeks ago
- EQueue Dialect☆42Updated 4 years ago
- Benchmark Framework for Buddy Projects☆55Updated 3 months ago
- ☆109Updated 2 years ago
- ☆112Updated last year
- Artifact evaluation of PLDI'24 paper "Allo: A Programming Model for Composable Accelerator Design"☆33Updated last year
- Open-source Framework for HPCA2024 paper: Gemini: Mapping and Architecture Co-exploration for Large-scale DNN Chiplet Accelerators☆108Updated 9 months ago
- ☆28Updated 2 years ago
- Automatic Schedule Exploration and Optimization Framework for Tensor Computations☆182Updated 3 years ago
- Tool for optimize CNN blocking☆94Updated 5 years ago
- ☆17Updated 2 years ago
- H2-LLM: Hardware-Dataflow Co-Exploration for Heterogeneous Hybrid-Bonding-based Low-Batch LLM Inference☆87Updated 9 months ago
- Magicube is a high-performance library for quantized sparse matrix operations (SpMM and SDDMM) of deep learning on Tensor Cores.☆91Updated 3 years ago
- PUMA Compiler☆30Updated 3 months ago