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Hello,
In an attempt to re-produce the power coefficients of the simulation .xml's for the V100 GPUs as reported in the AccelWattch paper we have recollected:
power measurements (.rpt ubench_power_reports)
performance counters (hw_perf_ubench.csv in the same manner as its validation counterpart)
ubench execution traces (.traceg)
By running the accelwattch model we can receive an initial erroneous estimate for the power which we wish to use as the first step of the regression to calculate the power coefficients as described in the paper. We would like to know how to use the aforementioned collected data to perform that regression and produce the desired .xml's.
We have detected the /accel-sim-framework/util/accelwattch/quadprogsolver.m script which would appear to be a part of the process however we have not been able to find suitable documentation on how to use it.
Thank you in advance!
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Hello,
In an attempt to re-produce the power coefficients of the simulation .xml's for the V100 GPUs as reported in the AccelWattch paper we have recollected:
By running the accelwattch model we can receive an initial erroneous estimate for the power which we wish to use as the first step of the regression to calculate the power coefficients as described in the paper. We would like to know how to use the aforementioned collected data to perform that regression and produce the desired .xml's.
We have detected the /accel-sim-framework/util/accelwattch/quadprogsolver.m script which would appear to be a part of the process however we have not been able to find suitable documentation on how to use it.
Thank you in advance!
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