27rohitb.github.io

Boston Uni; PyopenCl+PyCUDA

Overview:

Intro (Lecture 1):

• GPU arch.
• Intro to OpenCL + PyOpenCL

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Dive into CL (Lecture 2):

• cl runtime
• cl device programming language
• notes on implementation

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Code Generation (Lecture 3):

• Examples
• Methods of RTCG (Run-time code generation)
• Tuning objectives
• Case Study

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Advanced Topics (Lecture 4):

• Multi-GPU; cl+MPI, virtual CL
• PyCUDA