ACCA225 commited on
Commit
1b3b723
1 Parent(s): 681b96a

Update app3.py

Browse files
Files changed (1) hide show
  1. app3.py +124 -38
app3.py CHANGED
@@ -16,17 +16,23 @@ import threading
16
  import time
17
  import socket
18
  from concurrent.futures import ProcessPoolExecutor
19
- os.system("pip install fastapi==0.90.1")
20
  # import wandb
21
  os.system("pip install nvidia-ml-py3")
22
  os.chdir(f"/home/xlab-app-center")
23
- os.system(f"git clone https://openi.pcl.ac.cn/2575044704/sd-v1.7.0 /home/xlab-app-center/stable-diffusion-webui")
 
24
  os.system(f"cp /home/xlab-app-center/styles.csv /home/xlab-app-center/stable-diffusion-webui/styles.csv")
25
  os.chdir(f"/home/xlab-app-center/stable-diffusion-webui")
26
  os.system(f"git lfs install")
27
  os.system(f"git reset --hard")
28
  import os
29
 
 
 
 
 
 
 
30
  def create_directory(directory_path):
31
  if not os.path.exists(directory_path):
32
  os.makedirs(directory_path)
@@ -35,7 +41,7 @@ def download_file(url, destination_path):
35
  os.system(f'wget -O {destination_path} {url}')
36
 
37
  # 设置基本路径
38
- base_directory = '/home/xlab-app-center'
39
  configs_directory = os.path.join(base_directory, 'configs')
40
 
41
  # 创建configs文件夹
@@ -43,14 +49,16 @@ create_directory(configs_directory)
43
 
44
  # 下载配置文件
45
  #download_file('https://hf-mirror.com/datasets/ACCA225/openxlab/resolve/main/config-pub.json', os.path.join(configs_directory, 'config.json'))
46
- #download_file('https://hf-mirror.com/datasets/ACCA225/openxlab/resolve/main/ui-config-pri.json', os.path.join(configs_directory, 'ui-config-pri.json'))
47
  #download_file('https://hf-mirror.com/datasets/ACCA225/openxlab/resolve/main/ui-config-pub.json', os.path.join(configs_directory, 'ui-config.json'))
48
  # 下载配置文件
49
  download_file('https://hf-mirror.com/datasets/ACCA225/openxlab/resolve/main/config-pub.json', os.path.join(base_directory, 'config.json'))
50
- download_file('https://hf-mirror.com/datasets/ACCA225/openxlab/resolve/main/ui-config-pri.json', os.path.join(base_directory, 'ui-config-pri.json'))
51
  download_file('https://hf-mirror.com/datasets/ACCA225/openxlab/resolve/main/ui-config-pub.json', os.path.join(base_directory, 'ui-config.json'))
52
 
53
  os.chdir(f"/home/xlab-app-center/stable-diffusion-webui/extensions")
 
 
54
  show_shell_info = False
55
  def run(command, cwd=None, desc=None, errdesc=None, custom_env=None,try_error:bool=True) -> str:
56
  global show_shell_info
@@ -89,7 +97,47 @@ def run(command, cwd=None, desc=None, errdesc=None, custom_env=None,try_error:bo
89
  if show_shell_info:
90
  print((result.stdout or ""))
91
  return (result.stdout or "")
92
-
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
93
  def mkdirs(path, exist_ok=True):
94
  if path and not Path(path).exists():
95
  os.makedirs(path,exist_ok=exist_ok)
@@ -97,19 +145,25 @@ plugins = [
97
  "https://gitcode.net/overbill1683/stable-diffusion-webui-localization-zh_Hans",
98
  "https://gitcode.net/ranting8323/multidiffusion-upscaler-for-automatic1111",
99
  "https://gitcode.net/ranting8323/adetailer",
100
- "https://gitcode.net/ranting8323/sd-webui-prompt-all-in-one",
101
  "https://gitcode.net/ranting8323/sd-webui-inpaint-anything",
102
  "https://gitcode.net/ranting8323/a1111-sd-webui-tagcomplete",
103
  "https://gitcode.net/nightaway/sd-webui-infinite-image-browsing",
104
  "https://openi.pcl.ac.cn/2575044704/sd-extension-system-info",
105
  "https://openi.pcl.ac.cn/2575044704/batchlinks-webui",
106
  'https://openi.pcl.ac.cn/2575044704/stable-diffusion-webui-localization-zh_CN',
107
- #'https://openi.pcl.ac.cn/2575044704/sd-webui-supermerger',
108
  'https://openi.pcl.ac.cn/2575044704/sd-webui-lora-block-weight',
109
  'https://openi.pcl.ac.cn/2575044704/sd-skin-extension',
110
- "https://openi.pcl.ac.cn/FASOXO/Kohaku-NAI"
111
-
112
-
 
 
 
 
 
 
 
 
113
  ]
114
 
115
  for plugin in plugins:
@@ -119,6 +173,7 @@ os.chdir(f"/home/xlab-app-center/stable-diffusion-webui/models/adetailer")
119
  os.system(f"aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://hf-mirror.com/Bingsu/adetailer/resolve/main/hand_yolov8s.pt -d /home/xlab-app-center/stable-diffusion-webui/models/adetailer -o hand_yolov8s.pt")
120
  os.system(f"aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://hf-mirror.com/Bingsu/adetailer/resolve/main/hand_yolov8n.pt -d /home/xlab-app-center/stable-diffusion-webui/models/adetailer -o hand_yolov8n.pt")
121
  os.system(f"aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://hf-mirror.com/datasets/ACCC1380/private-model/resolve/main/kaggle/input/museum/131-half.safetensors -d /home/xlab-app-center/stable-diffusion-webui/models/Stable-diffusion -o [萌二次元]131-half.safetensors")
 
122
  os.system(f"aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://hf-mirror.com/datasets/ACCC1380/private-model/resolve/main/ba.safetensors -d /home/xlab-app-center/stable-diffusion-webui/models/Lora -o ba.safetensors")
123
  os.system(f"aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://hf-mirror.com/datasets/ACCC1380/private-model/resolve/main/racaco2.safetensors -d /home/xlab-app-center/stable-diffusion-webui/models/Lora -o racaco2.safetensors")
124
  os.system(f"aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://hf-mirror.com/coinz/Add-detail/resolve/main/add_detail.safetensors -d /home/xlab-app-center/stable-diffusion-webui/models/Lora -o add_detail.safetensors")
@@ -141,7 +196,7 @@ for i in package_envs:
141
  import os
142
  import time
143
  import wandb
144
-
145
  import os
146
  import time
147
  import wandb
@@ -161,52 +216,83 @@ def check_service(host, port):
161
  except socket.error:
162
  return False
163
  def localProxy():
164
- os.system('apt install nginx -y')
165
  download_file('https://huggingface.co/datasets/ACCA225/openxlab/resolve/main/proxy_nginx.conf', os.path.join(base_directory, 'proxy_nginx.conf'))
166
- run(f'''nginx -c /home/xlab-app-center/proxy_nginx.conf && echo succeed''')
 
 
167
 
 
 
 
 
 
168
 
169
  import os
170
  import threading
171
  import wandb
172
  import time
173
- # WandB登录
174
- os.system('wandb login 5c00964de1bb95ec1ab24869d4c523c59e0fb8e3')
 
 
 
 
 
 
175
 
176
- # 初始化WandB项目
177
- wandb.init(project="gpu-temperature-monitor")
 
178
 
179
- def start():
180
- try:
181
- print('启动proxy')
182
- threading.Thread(target = localProxy,daemon=True).start()
183
- except Exception as e:
184
- # # 在这里处理异常的代码
185
- print(f"proxy 启动时发生重大错误: {e}")
 
 
186
  os.system("wget https://hf-mirror.com/datasets/ACCA225/frp-1/resolve/main/frpc")
187
  os.system("chmod +x ./frpc")
188
- os.system("./frpc -f bsnehoeds17ett71i2cr79ujoa7ndkxz:13676005 & echo 开启frp中")
 
 
 
 
 
 
 
 
 
189
  try:
190
  #安装环境
191
- #os.system(f"python launch.py --skip-torch-cuda-test --use-cpu=True --no-half --api --exit --enable-insecure-extension-access --gradio-queue --disable-safe-unpickle")
192
  #time.sleep(5)
193
 
194
- command = "python launch.py --api --skip-torch-cuda-test --use-cpu=True --no-half --ui-settings-file /home/xlab-app-center/config.json --ui-config-file /home/xlab-app-center/ui-config.json --gradio-queue --disable-safe-unpickle"
195
-
196
-
197
  process = subprocess.Popen(command, shell=True)
198
- time.sleep(200)
199
- #os.system(f"{command} --port=7861 --ngrok=2KPyfzQrHit97J02tARy1ckHJYd_69rJbgjpjnVVeuXD3j9tv ")
 
 
 
200
  except Exception as e:
201
  # 在这里处理异常的代码
202
  print(f"启动SD发生错误: {e}")
203
- # Create threads for each function
 
 
 
 
 
204
 
205
- start_thread = threading.Thread(target=start)
206
 
207
- start_thread.start()
208
 
209
- start_thread.join()
210
 
211
- while True:
212
- time.sleep(90000)
 
16
  import time
17
  import socket
18
  from concurrent.futures import ProcessPoolExecutor
 
19
  # import wandb
20
  os.system("pip install nvidia-ml-py3")
21
  os.chdir(f"/home/xlab-app-center")
22
+ os.system(f"git clone https://openi.pcl.ac.cn/2575044704/stab /home/xlab-app-center/stable-diffusion-webui")
23
+
24
  os.system(f"cp /home/xlab-app-center/styles.csv /home/xlab-app-center/stable-diffusion-webui/styles.csv")
25
  os.chdir(f"/home/xlab-app-center/stable-diffusion-webui")
26
  os.system(f"git lfs install")
27
  os.system(f"git reset --hard")
28
  import os
29
 
30
+ def remove_restart():
31
+ os.chdir("/home/xlab-app-center/stable-diffusion-webui/html")
32
+ os.system("rm ./footer.html && wget -O footer.html https://hf-mirror.com/datasets/ACCA225/openxlab/resolve/main/footer.html")
33
+ os.chdir("/home/xlab-app-center/stable-diffusion-webui/modules")
34
+ os.system("rm ./ui_settings.py && wget -O ui_settings.py https://hf-mirror.com/datasets/ACCA225/openxlab/resolve/main/ui_settings.py ")
35
+ remove_restart()
36
  def create_directory(directory_path):
37
  if not os.path.exists(directory_path):
38
  os.makedirs(directory_path)
 
41
  os.system(f'wget -O {destination_path} {url}')
42
 
43
  # 设置基本路径
44
+ base_directory = '/home/xlab-app-center/stable-diffusion-webui'
45
  configs_directory = os.path.join(base_directory, 'configs')
46
 
47
  # 创建configs文件夹
 
49
 
50
  # 下载配置文件
51
  #download_file('https://hf-mirror.com/datasets/ACCA225/openxlab/resolve/main/config-pub.json', os.path.join(configs_directory, 'config.json'))
52
+ #download_file('https://hf-mirror.com/datasets/ACCA225/openxlab/resolve/main/ui-config-pri2.json', os.path.join(configs_directory, 'ui-config-pri.json'))
53
  #download_file('https://hf-mirror.com/datasets/ACCA225/openxlab/resolve/main/ui-config-pub.json', os.path.join(configs_directory, 'ui-config.json'))
54
  # 下载配置文件
55
  download_file('https://hf-mirror.com/datasets/ACCA225/openxlab/resolve/main/config-pub.json', os.path.join(base_directory, 'config.json'))
56
+ download_file('https://hf-mirror.com/datasets/ACCA225/openxlab/resolve/main/ui-config-pri2.json', os.path.join(base_directory, 'ui-config-pri.json'))
57
  download_file('https://hf-mirror.com/datasets/ACCA225/openxlab/resolve/main/ui-config-pub.json', os.path.join(base_directory, 'ui-config.json'))
58
 
59
  os.chdir(f"/home/xlab-app-center/stable-diffusion-webui/extensions")
60
+ os.system(f"rm -rf ./batchlinks-webui")
61
+ os.system(f"rm -rf ./sd-extension-system-info")
62
  show_shell_info = False
63
  def run(command, cwd=None, desc=None, errdesc=None, custom_env=None,try_error:bool=True) -> str:
64
  global show_shell_info
 
97
  if show_shell_info:
98
  print((result.stdout or ""))
99
  return (result.stdout or "")
100
+ import subprocess
101
+ def sdmodel():
102
+ def download_with_aria2(urls):
103
+ # 使用循环遍历所有的下载链接
104
+ for url in urls:
105
+ # 将huggingface.co替换为hf-mirror.com
106
+ url = url.replace('huggingface.co', 'hf-mirror.com')
107
+ file_name = url.split('/')[-1].split('?')[0]
108
+ # 构建aria2c命令
109
+ command = f'aria2c -x 16 -s 16 -c -k 1M -o "{file_name}" "{url}" -d /home/xlab-app-center/stable-diffusion-webui/models/Stable-diffusion'
110
+
111
+ try:
112
+ # 使用subprocess模块运行aria2c命令
113
+ subprocess.run(command, shell=True, check=True)
114
+ except subprocess.CalledProcessError as e:
115
+ # 打印错误信息(如果有)
116
+ print(f'Error downloading {url}: {e}')
117
+
118
+ # 直接将链接作为多行字符串传递给函数
119
+ download_urls = """
120
+ https://huggingface.co/HiroHiroHirook/meinamix_meinaV8/resolve/main/meinamix_meinaV8.safetensors?download=true
121
+ https://huggingface.co/datasets/ACCA225/kagglemodel/resolve/main/kaggle/temp/anything_v50.safetensors?download=true
122
+ https://huggingface.co/datasets/ACCA225/kagglemodel/resolve/main/kaggle/temp/blindbox_v1_mix.safetensors?download=true
123
+ https://huggingface.co/datasets/ACCA225/kagglemodel/resolve/main/kaggle/temp/cuteyukimixAdorable_naiV3style.safetensors?download=true
124
+ https://huggingface.co/datasets/ACCA225/kagglemodel/resolve/main/kaggle/temp/ddicon_v10.ckpt?download=true
125
+ https://huggingface.co/datasets/ACCA225/kagglemodel/resolve/main/kaggle/temp/meinamix_meinaV11.safetensors?download=true
126
+ https://huggingface.co/datasets/ACCA225/kagglemodel/resolve/main/kaggle/temp/meinapastel_v6-inpainting.safetensors?download=true
127
+ https://huggingface.co/datasets/ACCA225/kagglemodel/resolve/main/kaggle/temp/meinapastel_v6Pastel.safetensors?download=true
128
+ https://huggingface.co/datasets/ACCA225/kagglemodel/resolve/main/kaggle/temp/midjourney_20230624181825.safetensors?download=true
129
+ https://huggingface.co/datasets/ACCA225/kagglemodel/resolve/main/kaggle/temp/mixProV4_v4.safetensors?download=true
130
+ https://huggingface.co/datasets/ACCA225/kagglemodel/resolve/main/kaggle/temp/qteamixQ_omegaFp16.safetensors?download=true
131
+ https://huggingface.co/datasets/ACCA225/kagglemodel/resolve/main/kaggle/temp/uberRealisticPornMerge_urpmv13.safetensors?download=true
132
+ https://huggingface.co/datasets/ACCA225/kagglemodel/resolve/main/kaggle/temp/velaMix_velaMixVersion2.safetensors?download=true
133
+ """
134
+
135
+ # 使用字符串的splitlines方法将字符串分割成列表
136
+ urls_list = download_urls.strip().splitlines()
137
+
138
+ # 调用函数开始下载
139
+ download_with_aria2(urls_list)
140
+ #sdmodel()
141
  def mkdirs(path, exist_ok=True):
142
  if path and not Path(path).exists():
143
  os.makedirs(path,exist_ok=exist_ok)
 
145
  "https://gitcode.net/overbill1683/stable-diffusion-webui-localization-zh_Hans",
146
  "https://gitcode.net/ranting8323/multidiffusion-upscaler-for-automatic1111",
147
  "https://gitcode.net/ranting8323/adetailer",
 
148
  "https://gitcode.net/ranting8323/sd-webui-inpaint-anything",
149
  "https://gitcode.net/ranting8323/a1111-sd-webui-tagcomplete",
150
  "https://gitcode.net/nightaway/sd-webui-infinite-image-browsing",
151
  "https://openi.pcl.ac.cn/2575044704/sd-extension-system-info",
152
  "https://openi.pcl.ac.cn/2575044704/batchlinks-webui",
153
  'https://openi.pcl.ac.cn/2575044704/stable-diffusion-webui-localization-zh_CN',
 
154
  'https://openi.pcl.ac.cn/2575044704/sd-webui-lora-block-weight',
155
  'https://openi.pcl.ac.cn/2575044704/sd-skin-extension',
156
+ "https://kkgithub.com/thygate/stable-diffusion-webui-depthmap-script.git",
157
+ "https://gitcode.net/ranting8323/sd-webui-prompt-all-in-one",
158
+ "https://gitcode.net/ranting8323/sd-webui-controlnet",
159
+ "https://kkgithub.com/SignalFlagZ/sd-webui-civbrowser.git",
160
+ "https://kkgithub.com/continue-revolution/sd-webui-animatediff.git",
161
+ "https://kkkkgithub.com/aigc-apps/sd-webui-EasyPhoto.git",
162
+ "https://kkgithub.com/Iyashinouta/sd-model-downloader.git",
163
+ "https://kkgithub.com/fkunn1326/openpose-editor.git",
164
+ "https://kkgithub.com/zero01101/openOutpaint-webUI-extension.git",
165
+ "https://kkgithub.com/LonicaMewinsky/gif2gif.git",
166
+ "https://kkgithub.com/modelscope/facechain.git",
167
  ]
168
 
169
  for plugin in plugins:
 
173
  os.system(f"aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://hf-mirror.com/Bingsu/adetailer/resolve/main/hand_yolov8s.pt -d /home/xlab-app-center/stable-diffusion-webui/models/adetailer -o hand_yolov8s.pt")
174
  os.system(f"aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://hf-mirror.com/Bingsu/adetailer/resolve/main/hand_yolov8n.pt -d /home/xlab-app-center/stable-diffusion-webui/models/adetailer -o hand_yolov8n.pt")
175
  os.system(f"aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://hf-mirror.com/datasets/ACCC1380/private-model/resolve/main/kaggle/input/museum/131-half.safetensors -d /home/xlab-app-center/stable-diffusion-webui/models/Stable-diffusion -o [萌二次元]131-half.safetensors")
176
+ os.system(f"rm /home/xlab-app-center/stable-diffusion-webui/models/Stable-diffusion/*porn*.safetensors")
177
  os.system(f"aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://hf-mirror.com/datasets/ACCC1380/private-model/resolve/main/ba.safetensors -d /home/xlab-app-center/stable-diffusion-webui/models/Lora -o ba.safetensors")
178
  os.system(f"aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://hf-mirror.com/datasets/ACCC1380/private-model/resolve/main/racaco2.safetensors -d /home/xlab-app-center/stable-diffusion-webui/models/Lora -o racaco2.safetensors")
179
  os.system(f"aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://hf-mirror.com/coinz/Add-detail/resolve/main/add_detail.safetensors -d /home/xlab-app-center/stable-diffusion-webui/models/Lora -o add_detail.safetensors")
 
196
  import os
197
  import time
198
  import wandb
199
+ import nvidia_smi
200
  import os
201
  import time
202
  import wandb
 
216
  except socket.error:
217
  return False
218
  def localProxy():
219
+ os.system('sudo apt install nginx -y')
220
  download_file('https://huggingface.co/datasets/ACCA225/openxlab/resolve/main/proxy_nginx.conf', os.path.join(base_directory, 'proxy_nginx.conf'))
221
+ if not check_service('localhost',_server_port):
222
+ run(f'''nginx -c /home/xlab-app-center/stable-diffusion-webui/proxy_nginx.conf''')
223
+ run(f'''nginx -s reload''')
224
 
225
+ # WandB登录
226
+ os.system('wandb login 5c00964de1bb95ec1ab24869d4c523c59e0fb8e3')
227
+ nvidia_smi.nvmlInit()
228
+ # 初始化WandB项目
229
+ wandb.init(project="gpu-temperature-monitor")
230
 
231
  import os
232
  import threading
233
  import wandb
234
  import time
235
+ def monitor_gpu():
236
+ start_thread = threading.Thread(target=start)
237
+ start_thread.start()
238
+ while True:
239
+ try:
240
+ # 获取 GPU 温度
241
+ handle = nvidia_smi.nvmlDeviceGetHandleByIndex(0) # 0 表示第一个 GPU
242
+ gpu_temperature = nvidia_smi.nvmlDeviceGetTemperature(handle, nvidia_smi.NVML_TEMPERATURE_GPU)
243
 
244
+ # 获取 GPU 使用率
245
+ utilization = nvidia_smi.nvmlDeviceGetUtilizationRates(handle)
246
+ gpu_usage = utilization.gpu
247
 
248
+ # 使用 WandB 记录 GPU 温度和使用率
249
+ wandb.log({"GPU 温度": gpu_temperature, "GPU 使用率": gpu_usage})
250
+
251
+ except Exception as e:
252
+ print(f"Error: {e}")
253
+
254
+ time.sleep(60)
255
+ def zrok():
256
+
257
  os.system("wget https://hf-mirror.com/datasets/ACCA225/frp-1/resolve/main/frpc")
258
  os.system("chmod +x ./frpc")
259
+ os.system("./frpc -f bsnehoeds17ett71i2cr79ujoa7ndkxz:13738352 & ./frpc -f bsnehoeds17ett71i2cr79ujoa7ndkxz:13738353")
260
+ pass
261
+ def start():
262
+ #os.system("pip install pyngrok")
263
+ #try:
264
+ # print('启动proxy')
265
+ # threading.Thread(target = localProxy,daemon=True).start()
266
+ #except Exception as e:
267
+ # # 在这里处理异常的代码
268
+ # print(f"proxy An error occurred: {e}")
269
  try:
270
  #安装环境
271
+ os.system(f"python launch.py --api --xformers --exit --enable-insecure-extension-access --gradio-queue --disable-safe-unpickle")
272
  #time.sleep(5)
273
 
274
+ command = "python launch.py --api --xformers --enable-insecure-extension-access --gradio-queue --disable-safe-unpickle"
275
+ command1 = "python launch.py --api --xformers --enable-insecure-extension-access --gradio-queue --disable-safe-unpickle --port=7862 --ngrok=2bgXLjjKFvxfbuZFlR2NMZkvL8n_4WrK7f15FLtWb8p7v3oaF"
276
+ command2 = "python launch.py --api --xformers --enable-insecure-extension-access --gradio-queue --disable-safe-unpickle --port=7863 --ngrok=2CXyNlT9xGfFoL5ruI6hQV20FNq_7tbmuzS9RtyNTkyEe1J6C"
277
  process = subprocess.Popen(command, shell=True)
278
+ time.sleep(250)
279
+ #process = subprocess.Popen(command1, shell=True)
280
+ time.sleep(100)
281
+ #print("启动ngrok中")
282
+ #os.system(f"{command2}")
283
  except Exception as e:
284
  # 在这里处理异常的代码
285
  print(f"启动SD发生错误: {e}")
286
+ try:
287
+ #os.system(f"python launch.py --api --xformers --exit --enable-insecure-extension-access --ui-settings-file /home/xlab-app-center/config.json --ui-config-file /home/xlab-app-center/ui-config.json --gradio-queue --disable-safe-unpickle")
288
+ os.system(f"python launch.py --api --xformers --enable-insecure-extension-access --gradio-queue --disable-safe-unpickle")
289
+ except Exception as e:
290
+ # 在这里处理异常的代码
291
+ print(f"An error occurred: {e}")
292
 
 
293
 
294
+ net_thread = threading.Thread(target=zrok)
295
 
296
+ net_thread.start()
297
 
298
+ monitor_gpu()