OpenCL
Supercomputers make use of accelerators from a variety of different hardware vendors, using devices such as multi-core CPU’s, GPU’s and even FPGA’s. OpenCL is a way for your HPC application to make effective use of heterogeneous computing devices, and to avoid code refactoring for new HPC...
Keywords: supercomputing, Pawsey Supercomputing Centre, CPUs, GPUs, OpenCL, FPGAs
Resource type: activity
OpenCL
https://www.youtube.com/playlist?list=PLmu61dgAX-aa_lk5fby5PjuS49snHpyYL
https://dresa.org.au/materials/opencl
Supercomputers make use of accelerators from a variety of different hardware vendors, using devices such as multi-core CPU’s, GPU’s and even FPGA’s. OpenCL is a way for your HPC application to make effective use of heterogeneous computing devices, and to avoid code refactoring for new HPC infrastructure.
training@pawsey.org.au
Toby Potter
Pawsey Supercomputing Research Centre
Pelagos
Toby Potter
supercomputing, Pawsey Supercomputing Centre, CPUs, GPUs, OpenCL, FPGAs
masters
ecr
researcher
support
AMD Profiling
The AMD profiling workshop covers the AMD suite of tools for development of HPC applications on AMD GPUs.
You will learn how to use the rocprof profiler and trace visualization tool that has long been available as part of the ROCm software suite.
You will also learn how to use the new...
Keywords: supercomputing, performance, GPUs, CPUs, AMD, HPC, ROCm
Resource type: activity
AMD Profiling
https://www.youtube.com/playlist?list=PLmu61dgAX-aaQOCG5Jlw8oLBORJfoQC2o
https://dresa.org.au/materials/amd-profiling
The AMD profiling workshop covers the AMD suite of tools for development of HPC applications on AMD GPUs.
You will learn how to use the rocprof profiler and trace visualization tool that has long been available as part of the ROCm software suite.
You will also learn how to use the new Omnitools - Omnitrace and Omniperf - that were introduced at the end of 2022. Omnitrace is a powerful tracing profiler for both CPU and GPU. It can collect data from a much wider range of sources and includes hardware counters and sampling approaches. Omniperf is a performance analysis tool that can help you pinpoint how your application is performing with a visual view of the memory hierarchy on the GPU as well as reporting the percentage of peak for many different measurements.
training@pawsey.org.au
AMD
Pawsey Supercomputing Research Centre
supercomputing, performance, GPUs, CPUs, AMD, HPC, ROCm
HIP Workshop
The Heterogeneous Interface for Portability (HIP) provides a programming framework for harnessing the compute capabilities of multicore processors, such as the MI250X GPU’s on Setonix.
In this course we focus on the essentials of developing HIP applications with a focus on...
Keywords: HIP, supercomputing, Programming, GPUs, MPI, debugging
Resource type: full-course
HIP Workshop
https://support.pawsey.org.au/documentation/display/US/Pawsey+Training+Resources
https://dresa.org.au/materials/hip-workshop
The Heterogeneous Interface for Portability (HIP) provides a programming framework for harnessing the compute capabilities of multicore processors, such as the MI250X GPU’s on Setonix.
In this course we focus on the essentials of developing HIP applications with a focus on supercomputing.
Agenda
- Introduction to HIP and high level features
- How to build and run applications on Setonix with HIP and MPI
- A complete line-by-line walkthrough of a HIP-enabled application
- Tools and techniques for debugging and measuring the performance of HIP applications
training@pawsey.org.au
Pelagos
Pawsey Supercomputing Research Centre
HIP, supercomputing, Programming, GPUs, MPI, debugging