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ljy266987
commited on
Commit
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e713918
1
Parent(s):
a9c8347
add gpu info
Browse files- .gitignore +1 -0
- app.py +39 -5
- requirements.txt +5 -0
.gitignore
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.idea
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app.py
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import os
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os.system('pip install transformers -U')
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os.system('pip install modelscope -U')
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os.system('pip install accelerate')
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os.system('pip install psutil')
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# 获取全部环境变量
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env_vars = os.environ
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# 遍历并打印环境变量
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for key, value in env_vars.items():
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print(f"{key}: {value}")
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import spaces
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from threading import Thread
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import os
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##
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# 获取全部环境变量
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env_vars = os.environ
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# 遍历并打印环境变量
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for key, value in env_vars.items():
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print(f"{key}: {value}")
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##
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import subprocess
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import json
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# 运行nvidia-smi命令并以JSON格式获取输出
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result = subprocess.run(
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['nvidia-smi', '--query-gpu=index,name,memory.total,memory.used,memory.free,utilization.gpu,temperature.gpu',
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'--format=csv,noheader,nounits', '--json'],
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stdout=subprocess.PIPE, stderr=subprocess.PIPE, text=True
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)
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# 解析输出
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if result.stdout:
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gpu_info_json = result.stdout
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# 将JSON字符串转换成Python字典
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gpu_info = json.loads(gpu_info_json)
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# 打印全部GPU信息
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print(json.dumps(gpu_info, indent=4))
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else:
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print("Error:", result.stderr)
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##
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import GPUtil
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# 获取所有可用的GPU列表
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gpus = GPUtil.getGPUs()
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# 遍历列表,打印每个GPU的详细信息
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for gpu in gpus:
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print(f"GPU ID: {gpu.id}, Name: {gpu.name}")
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print(f" Total Memory: {gpu.memoryTotal}MB")
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print(f" Used Memory: {gpu.memoryUsed}MB")
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print(f" Free Memory: {gpu.memoryFree}MB")
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print(f" GPU Utilization: {gpu.load*100}%")
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print(f" GPU Temperature: {gpu.temperature}C\n")
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import spaces
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from threading import Thread
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requirements.txt
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transformers
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modelscope
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accelerate
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psutil
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gputil
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