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ONEAPI, ONECCL AND OFI:PATH TO HETEROGENEOUS ARCHITECTURE PROGRAMMING WITH SCALABLE COLLECTIVE COMMUNICATIONS.pdf
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2021-04-14
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ONEAPI, ONECCL AND OFI: PATH TO HETEROGENEOUS ARCHITECTURE
PROGRAMMING WITH SCALABLE COLLECTIVE COMMUNICATIONS
Sayantan Sur, Principal Engineer
Intel
®
Corp.
2020 OFA Virtual Workshop
PROGRAMMING CHALLENGES
FOR MULTIPLE ARCHITECTURES
2 © OpenFabrics Alliance
Challenges:
Growth in specialized workloads
No common language or APIs
Inconsistent tool support across
platforms
Introducing oneAPI:
Unified and simplified language and
libraries for expressing parallelism
Based on industry standards and open
specifications
Interoperable with existing HPC
programming models
Industry Intel
Initiati ve Product
Middleware / Frameworks
Application Workloads Need Diverse Hardware
Sc alar
Vector Ma trix
Spatial
XPUs
CPU
GPU
FPGA
Ot her accel.
of 18
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