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mingyang 2020-11-17 16:53:52 +08:00
parent 14cea4a287
commit 8d44d98e82
1 changed files with 58 additions and 2 deletions
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60
gpuutil/gpuutil.py
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@ -1,8 +1,14 @@
from io import StringIO
from sys import platform
import xml.etree.ElementTree as ET
import os
import json
import random
import sys
import csv
import platform
osname = platform.system()
def xml2dict(node):
@ -127,7 +133,34 @@ def short_gpu_info(stat, disp_type='brief'):
info += process_info
return info
def get_basic_process_info():
def show_gpu_info_v2(stat, disp_type='brief'):
# for gpu information.
stats = {
"id": stat['id'],
"fan": stat['fan_speed'].split(' ')[0].strip(),
"temp_cur": stat['temperature']['current'].split(' ')[0].strip(),
"temp_max": stat['temperature']['max'].split(' ')[0].strip(),
"power_cur": stat['power']['current'].split(' ')[0].strip(),
"power_max": stat['power']['max'].split(' ')[0].strip(),
"clock_cur": stat['clocks']['current'].split(' ')[0].strip(),
"clock_max": stat['clocks']['max'].split(' ')[0].strip(),
"util": stat['utilization'],
"mem_used": stat['memory']['used'].split(' ')[0].strip(),
"mem_total": stat['memory']['total'].split(' ')[0].strip(),
"mem_free": stat['memory']['free'].split(' ')[0].strip()
}
gpu_stat_fmt = "{id} | {fan} | {temp_cur} | {power_cur} | {clock_cur} | {util} | {mem_used}/{mem_all}"
info = gpu_stat_fmt
for key in stats:
placeholder = '{%s}'%key
if info.find(placeholder) != -1:
info.replace(placeholder, stats[key])
return info
def get_basic_process_info_linux():
pipe = os.popen('ps axo user:20,pid,args:1024')
output = pipe.read()
lines = output.split('\n')[1:]
@ -145,6 +178,22 @@ def get_basic_process_info():
}
return processes
def get_basic_process_info_windows():
pipe = os.popen("tasklist /FO CSV")
content = StringIO(pipe.read())
reader = csv.reader(content, delimiter=',', quotechar='"')
content = []
for row in reader:
content.append(list(row))
processes = {}
for line in content[1:]:
name, pid, _, _, _ = line
processes[pid] = {
"user": None,
"command": name
}
return processes
class GPUStat():
def __init__(self):
self.gpus = []
@ -155,6 +204,11 @@ class GPUStat():
self.cuda_version = ''
self.attached_gpus = ''
self.driver_version = ''
def get_process_info(self):
if osname == 'Windows':
return get_basic_process_info_windows()
elif osname == 'Linux':
return get_basic_process_info_linux()
def parse(self):
self.raw_info = parse_nvsmi_info('nvidia-smi -q -x')
self.detailed_info = {}
@ -165,7 +219,7 @@ class GPUStat():
if type(value) is not list:
value = [value]
self.detailed_info[key] = [parse_gpu_info(info) for info in value]
self.process_info = get_basic_process_info()
self.process_info = self.get_process_info()
self.simplified_info = {
"driver_version": self.detailed_info["driver_version"],
"cuda_version": self.detailed_info["cuda_version"],
@ -285,3 +339,5 @@ def auto_set(num, allow_nonfree=True, ask=True, blacklist=[], show=True):
raise MoreGPUNeededError
set_gpu(selected_gpu, show=show)
if __name__ == '__main__':
print(get_basic_process_info_windows())