def pltPwrcapTimeIF(arch, app, dataPath, pltPath, thresh):
tot_time = []
mean_pwr = []
r2r_time = []
r2r_mean_pwr = []
mean_energy = []
fID = ""
pls = []
for p in np.arange(125, 255, 5):
pls.append(p)
pl = str(p)
if arch == "P100":
fID = app + '-fp64-run-' + pl + '-P100-1328-'
elif arch == "V100":
fID = app + '-fp64-run-' + pl + '-V100-1380-'
r2r_mean_pwr.clear()
r2r_time.clear()
for r in range(3):
d = pc.readMetrics(dataPath + fID + str(r))
df, s, e = pc.getComputationStartEnd(d, thresh)
# striping non-computing power consumption
data = pc.getStablePwr(df, s, e)
r2r_mean_pwr.append(data['pwr'].mean())
seconds = max(data['time']) - min(data['time'])
r2r_time.append(seconds)
mpwr = mean(r2r_mean_pwr)
mTime = mean(r2r_time)
mean_pwr.append(mpwr)
tot_time.append(mTime)
mean_energy.append(mpwr * mTime)
#print ('\nTime: ',tot_time,'\n')
#print ('\nPower: ',mean_pwr,'\n')
return mean_energy, tot_time, mean_pwr, arch, app, pltPath, 'PWRCAP', pls
def pltDVFSTimeIF(arch, app, dataPath, pltPath, thresh):
tot_time = []
mean_pwr = []
r2r_time = []
r2r_mean_pwr = []
freqs = []
if arch == 'V100':
alt = 0
f = 135
while f <= upper_freq:
fID = app + '-fp64-run-250-V100-' + str(f) + '-'
freqs.append(f)
r2r_mean_pwr.clear()
r2r_time.clear()
if f == 1005:
thresh = 85
for r in range(3):
d = pc.readMetrics(dataPath + fID + str(r))
df, s, e = pc.getComputationStartEnd(d, thresh)
# striping non-computing power consumption
data = pc.getStablePwr(df, s, e)
r2r_mean_pwr.append(data['pwr'].mean())
seconds = max(data['time']) - min(data['time'])
r2r_time.append(seconds)
mean_pwr.append(mean(r2r_mean_pwr))
tot_time.append(mean(r2r_time))
if alt == 0:
f += 7
alt = 1
else:
f += 8
alt = 0
#print ('\nTime: ',tot_time,'\n')
print('\nPower: ', mean_pwr, '\n')
return tot_time, mean_pwr, arch, app, pltPath, 'DVFS', freqs
elif arch == 'P100':
f = 544
while f <= 1329: # 1328
fID = app + '-fp64-run-250-P100-' + str(f) + '-'
freqs.append(f)
r2r_mean_pwr.clear()
r2r_time.clear()
if f > 1005:
thresh = 85
for r in range(3):
d = pc.readMetrics(dataPath + fID + str(r))
df, s, e = pc.getComputationStartEnd(d, thresh)
# striping non-computing power consumption
data = pc.getStablePwr(df, s, e)
r2r_mean_pwr.append(data['pwr'].mean())
seconds = max(data['time']) - min(data['time'])
r2r_time.append(seconds)
mean_pwr.append(mean(r2r_mean_pwr))
tot_time.append(mean(r2r_time))
if f == 1328:
break
if (path.exists(dataPath + app + '-fp64-run-250-P100-' +
str(f + 12) + '-0')):
f += 12
elif (path.exists(dataPath + 'dgemm-fp64-run-250-P100-' +
str(f + 13) + '-0')):
f += 13
return tot_time, mean_pwr, arch, app, pltPath, 'DVFS', freqs