![]() My programming framework is OpenCL and my GPU is Tesla K20c. Please let me know whether or not my approach towards calculating GPU power is correct? So, can we use the utilization percentages for calculating the power consumption of each scenario? For example, in the case of iqzz, can we do 0.22 * 52.6 W(The other instances in the log file are similar to the one I have posted.) ? The average GPU utilization was about 44 % for upsampling, 22 % for iqzz, 8 % for color conversion, 15 % for IDCT and 29 % for running all functions on the GPU.įor example, the data for one instance of iqzz is as follows: =NVSMI LOG=Īn answer for this question states that utilization percentage indicates the percentage of time the GPU is active. (In order to calculate the power consumption of a function on the GPU, I let the other functions run as C code while that specific function was run as an OpenCL kernel).Īfter I also logged the utilization percentages, I noticed the percentages for each of the scenarios were different. ![]() However, the peak power consumption in ALL scenarios is more or less the same. The x-axis represents the number of instances at which the power was calculated and the y-axis represents the power consumption.As one can see, when all the functions are running on the GPU, the application runs for a longer time. The power consumption of every kernel is more or less the same and "sebf" explained why that is the case in his comments. Nvidia-smi -q -d POWER,UTILIZATION -i 0 -l -f out.log I used the following command to calculate the power consumption and resource utilization of various kernels by using the following command (This is just an example): ![]() I am trying to calculate the power consumption of different kernels of my OpenCL code for my MJPEG decoder. ![]()
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