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Heterogeneous Programming in C++ with SYCL 2020

Talkat CppCon 2020 · 2020-09-14..09-18· [machine-learning]
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SYCL 2020 standardizes unified shared memory (USM) for pointer-based data, adds a CUDA backend via DPC++ so SYCL can target NVIDIA GPUs, and raises the minimum to C++17 with CTAD to cut template noise. It ships a host_task API, explicit memcopy/usm malloc/free, and optional in-order queues; four implementations exist (ComputeCpp, DPC++, hipSYCL, triSYCL). DPC++’s CUDA plugin runs BabelStream on a GTX 980 with throughput close to native CUDA, and the provisional spec targets finalization in late 2020.

AI-written summary · about

  1. 0:00Introduction to SYCL 2020
  2. 2:55SYCL past and lessons learned
  3. 6:27SYCL present and roadmap
  4. 14:30Deep dive into SYCL 2020 features
  5. 40:59SYCL future and ecosystem growth
  6. 50:52Q&A session
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