opencl: optimize mean and sum_row kernels - #19614
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gemma-3n-E4B-Q8_0 on X Elite - master, this PR, |
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Workgroup size calculation can be further refined, but current form should be good for now. |
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* opencl: optimize mean and sum_row kernels * opencl: add comment for max subgroups * opencl: format --------- Co-authored-by: Li He <lih@qti.qualcomm.com>
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* opencl: optimize mean and sum_row kernels * opencl: add comment for max subgroups * opencl: format --------- Co-authored-by: Li He <lih@qti.qualcomm.com>
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* opencl: optimize mean and sum_row kernels * opencl: add comment for max subgroups * opencl: format --------- Co-authored-by: Li He <lih@qti.qualcomm.com>
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* opencl: optimize mean and sum_row kernels * opencl: add comment for max subgroups * opencl: format --------- Co-authored-by: Li He <lih@qti.qualcomm.com>
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* opencl: optimize mean and sum_row kernels * opencl: add comment for max subgroups * opencl: format --------- Co-authored-by: Li He <lih@qti.qualcomm.com>
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* opencl: optimize mean and sum_row kernels * opencl: add comment for max subgroups * opencl: format --------- Co-authored-by: Li He <lih@qti.qualcomm.com>
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* opencl: optimize mean and sum_row kernels * opencl: add comment for max subgroups * opencl: format --------- Co-authored-by: Li He <lih@qti.qualcomm.com>
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* opencl: optimize mean and sum_row kernels * opencl: add comment for max subgroups * opencl: format --------- Co-authored-by: Li He <lih@qti.qualcomm.com>
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* opencl: optimize mean and sum_row kernels * opencl: add comment for max subgroups * opencl: format --------- Co-authored-by: Li He <lih@qti.qualcomm.com>
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* opencl: optimize mean and sum_row kernels * opencl: add comment for max subgroups * opencl: format --------- Co-authored-by: Li He <lih@qti.qualcomm.com>
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* opencl: optimize mean and sum_row kernels * opencl: add comment for max subgroups * opencl: format --------- Co-authored-by: Li He <lih@qti.qualcomm.com>
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This PR optimizes the mean op and sum_rows op for the OpenCL backend.