Abstract
We present Heterogeneous Parallel Virtual Machine (HPVM), a compiler framework for hardware-agnostic programming on heterogeneous compute platforms. HPVM introduces a hardware-agnostic parallel intermediate representation with constructs for the hierarchical task, data, and pipeline parallelism, including dataflow parallelism, and supports multiple front-end languages. In addition, HPVM provides optimization passes that navigate performance, energy, and accuracy tradeoffs, and includes retargetable back ends for a wide range of diverse hardware targets, including central processing units, graphics processing units, domain-specific accelerators, and field-programmable gate arrays. Across diverse hardware platforms, HPVM optimizations provide significant performance and energy improvements, while preserving object-code portability. With these capabilities, HPVM facilitates developers, domain experts, and hardware vendors in programming modern heterogeneous systems.
Talk to us
Join us for a 30 min session where you can share your feedback and ask us any queries you have
Schedule a callDisclaimer: All third-party content on this website/platform is and will remain the property of their respective owners and is provided on "as is" basis without any warranties, express or implied. Use of third-party content does not indicate any affiliation, sponsorship with or endorsement by them. Any references to third-party content is to identify the corresponding services and shall be considered fair use under The CopyrightLaw.
