Kind time of the day,
dear inhabitants of the forum.
I want to ask whether anyone can help me calculate the clustering of kmeans on a GPU it is not included in the standard function gpuArray but it can be calculated as a user-defined function But how to do that? I'm new to matlab and can not figure out how to implement it.
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gpuArray support for kmeans was added to MATLAB in R2016a
>> help gpuArray/kmeans kmeans K-means clustering for GPU data IDX = kmeans(X, K) [IDX, C] = kmeans(X, K) [IDX, C, SUMD] = kmeans(X, K) [IDX, C, SUMD, D] = kmeans(X, K) [ ... ] = kmeans(..., 'PARAM1',val1, 'PARAM2',val2, ...) Example: N = 1e6; X = gpuArray([randn(N,2)+ones(N,2); randn(N,2)-ones(N,2)]); [cidx, ctrs] = kmeans(X, 2); See also kmeans, gpuArray.
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