IPRC-ICT / Heron
Heron: Automatically Constrained High-Performance Library Generation for Deep Learning Accelerators
☆19Updated last year
Alternatives and similar repositories for Heron:
Users that are interested in Heron are comparing it to the libraries listed below
- Automatic Mapping Generation, Verification, and Exploration for ISA-based Spatial Accelerators☆108Updated 2 years ago
- tutorials about polyhedral compilation.☆37Updated 3 months ago
- agile hardware-software co-design☆46Updated 3 years ago
- MAGIS: Memory Optimization via Coordinated Graph Transformation and Scheduling for DNN (ASPLOS'24)☆50Updated 11 months ago
- TileFlow is a performance analysis tool based on Timeloop for fusion dataflows☆58Updated last year
- OSDI 2023 Welder, deeplearning compiler☆18Updated last year
- ☆33Updated 3 years ago
- ☆13Updated 3 years ago
- ☆16Updated last year
- HyFiSS: A Hybrid Fidelity Stall-Aware Simulator for GPGPUs☆31Updated 5 months ago
- A scheduler for spatial DNN accelerators that generate high-performance schedules in one shot using mixed integer programming (MIP)☆79Updated last year
- Bridging polyhedral analysis tools to the MLIR framework☆109Updated last year
- EQueue Dialect☆40Updated 3 years ago
- Performance Prediction Toolkit for GPUs☆37Updated 3 years ago
- Small set of gdb commands for useful tasks in tvm☆21Updated this week
- ☆18Updated this week
- DietCode Code Release☆63Updated 2 years ago
- ☆27Updated last week
- A translator from c to MLIR☆28Updated 3 years ago
- ☆37Updated 9 months ago
- Benchmark Framework for Buddy Projects☆54Updated 2 months ago
- Artifact repository for paper Automatic Generation of High-Performance Quantized Machine Learning Kernels☆17Updated 4 years ago
- An analytical framework that models hardware dataflow of tensor applications on spatial architectures using the relation-centric notation…☆84Updated last year
- A PIM instrumentation, compilation, execution, simulation, and evaluation repository for BLIMP-style architectures.☆18Updated 2 years ago
- ☆29Updated 3 years ago
- HeteroCL-MLIR dialect for accelerator design☆40Updated 7 months ago
- Repository for artifact evaluation of ASPLOS 2023 paper "SparseTIR: Composable Abstractions for Sparse Compilation in Deep Learning"☆25Updated 2 years ago
- ☆95Updated this week
- Artifact evaluation of PLDI'24 paper "Allo: A Programming Model for Composable Accelerator Design"☆23Updated last year
- ☆96Updated last year