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Wind models on GPU #1662

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merged 5 commits into from
Jul 2, 2024
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nataraj2
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This PR makes the wind models work on GPUs.

The test was done with a wind farm with 49 turbines with the Fitch model.

  1. Fig. 1 shows the contours of velocity deficit at t=1500 s from the CPU and GPU runs, showing they give identical results.
  2. Fig. 2 shows the wall clock time per time step in seconds for 64 CPU cores (AMD EPYC 7763 (Milan)) using MPI, and a single GPU (NVIDIA A100) on Perlmutter for three different mesh sizes. The speed up factor for each mesh size is shown as well.
CPUvsGPU_Solution CPUvsGPU_Perlmutter

@asalmgren asalmgren merged commit 4495701 into erf-model:development Jul 2, 2024
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