Created
July 11, 2022 15:46
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from cProfile import label | |
import re | |
from datetime import datetime | |
host_mem = 73 | |
dev_mem = 16 | |
def plot(worker = '0'): | |
print("Plotting worker", worker) | |
logs = open("theseus_log/batch_log."+worker+".log") | |
lines = logs.readlines() | |
print(len(lines), "lines") | |
p = re.compile('(\d\d\d\d-\d\d-\d\d\s\d\d:\d\d:\d\d.\d\d\d).+\susage\s:\s([0-9]+)') | |
p_dev = re.compile('(\d\d\d\d-\d\d-\d\d\s\d\d:\d\d:\d\d.\d\d\d).+\susage\sDev\s:\s([0-9]+)') | |
mem = [] | |
mem_x = [] | |
mem_dev = [] | |
mem_dev_x = [] | |
for line in lines: | |
m = p.match(line) | |
m_dev = p_dev.match(line) | |
if m: | |
mem_x.append(datetime.fromisoformat(m.group(1))) | |
mem.append(m.group(2)) | |
elif m_dev: | |
mem_dev_x.append(datetime.fromisoformat(m_dev.group(1))) | |
mem_dev.append(m_dev.group(2)) | |
import matplotlib.pyplot as plt | |
print("Drawing...") | |
plt.plot(mem_x, mem, label="host") | |
plt.plot(mem_dev_x, mem_dev, label="device") | |
plt.title('Q18 - HOST = '+str(host_mem)+'GB, DEVICE = '+str(dev_mem)+'GB | Worker '+str(worker)) | |
plt.xlabel('Memory Event') | |
plt.ylabel('Memory (GB)') | |
plt.legend() | |
plt.savefig('img/q18_'+str(host_mem)+'g_'+str(dev_mem)+'g_'+worker+'.png') | |
plt.close() | |
for i in range(0,8): | |
plot(str(i)) |
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