Image 1 of 1: ‘Screenshot of the YoutTube video showing a GPU’
Using your GPU with CuPyIntroduction to CuPyConvolution in PythonConvolution on the CPU Using SciPyConvolution on the GPU Using CuPyMeasuring performanceValidationA shortcut: performing NumPy routines on the GPUA real world example: image processing for radio astronomySource measurements
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Image 1 of 1: ‘Deltas array’
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Image 1 of 1: ‘Example of animated convolution’
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Image 1 of 1: ‘Data flow of a map operation’
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Image 1 of 1: ‘Data flow of a stencil operation’
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Image 1 of 1: ‘Two-dimensional Gaussian’
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Image 1 of 1: ‘Regular grid of Gaussians’
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Image 1 of 1: ‘CPU and GPU are two separate entities, each with its own memory’