Created
July 18, 2018 15:15
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Check allocated GPU by Colab
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# memory footprint support libraries/code | |
!ln -sf /opt/bin/nvidia-smi /usr/bin/nvidia-smi | |
!pip install gputil | |
!pip install psutil | |
!pip install humanize | |
import psutil | |
import humanize | |
import os | |
import GPUtil as GPU | |
GPUs = GPU.getGPUs() | |
# XXX: only one GPU on Colab and isn’t guaranteed | |
gpu = GPUs[0] | |
def printm(): | |
process = psutil.Process(os.getpid()) | |
print("Gen RAM Free: " + humanize.naturalsize( psutil.virtual_memory().available ), " | Proc size: " + humanize.naturalsize( process.memory_info().rss)) | |
print("GPU RAM Free: {0:.0f}MB | Used: {1:.0f}MB | Util {2:3.0f}% | Total {3:.0f}MB".format(gpu.memoryFree, gpu.memoryUsed, gpu.memoryUtil*100, gpu.memoryTotal)) | |
printm() |
@soumendrabagh you need to change the runtime type to gpu, it is cpu by default
@soumendrabagh you need to change the runtime type to gpu, it is cpu by default
Thank you very much. I did the same. I appreciate your help.
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Any specific reasons I am getting an error:
Requirement already satisfied: gputil in /usr/local/lib/python3.6/dist-packages (1.4.0)
Requirement already satisfied: psutil in /usr/local/lib/python3.6/dist-packages (5.4.8)
Requirement already satisfied: humanize in /usr/local/lib/python3.6/dist-packages (0.5.1)
IndexError Traceback (most recent call last)
in ()
9 GPUs = GPU.getGPUs()
10 # XXX: only one GPU on Colab and isn’t guaranteed
---> 11 gpu = GPUs[0]
12 def printm():
13 process = psutil.Process(os.getpid())
IndexError: list index out of range