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ACCL: FPGA-Accelerated Collectives over 100 Gbps TCP-IP
Event Type
Workshop
Tags
Accelerator-based Architectures
Applications
Architectures
Emerging Technologies
Heterogeneous Systems
Memory Systems
Networks
Registration Categories
W
TimeMonday, 15 November 202110:30am - 11am CST
Location231-232
DescriptionCollective operations such as scatter, gather, reduce, etc are utilized broadly to implement distributed HPC applications and are the target of extensive optimization in all MPI implementations as well as dedicated collective libraries by accelerator vendors (e.g. NCCL and RCCL by NVidia and AMD respectively). We present ACCL, an open-source FPGA-accelerated collectives library designed to serve applications running primarily in Xilinx FPGAs. Compared to previous collective communication solutions for FPGA, ACCL is flexible and extensible, easily portable, and fast. We evaluate ACCL up to 8 nodes and demonstrate that ACCL outperforms OpenMPI over 100 Gbps TCP-IP for large messages.
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