How to log GPU utilisation in python

I have been using a library called GPUtil to try and log the utilisation percentage value of my GPU in an array.

The command i have used outputs too many pieces of data to be added to my array. I only want the percentage utilisation of the core. The memory utilisation doesn't concern me.

The two arrays are being used for a graph in PyQtgraph

The function I have written looks like this:

import GPUtil

import time

time_x = 

gpu_y = 



def gpu_util_timer(self):

    for n in range(10):

        Graph_Util.gpu_y.append(GPUtil.showUtilization())

        Graph_Util.time_x.append(n)

        time.sleep(1)

    print('gpu done')

I have since taken the advice below and implmented it as such:

def N_gpu_util_timer(self):

    for n in range(10):

        GPUs = GPUtil.getGPUs()

        gpu_load = GPUs[0].load

        Graph.gpu_y.append(gpu_load)

        time.sleep(1)

    print(Graph.gpu_y)

    print('N gpu done')

edited Mar 3 at 12:32

asked Jan 1 at 12:50

Sebastian Dixon

5511

add a comment |

I have been using a library called GPUtil to try and log the utilisation percentage value of my GPU in an array.

The command i have used outputs too many pieces of data to be added to my array. I only want the percentage utilisation of the core. The memory utilisation doesn't concern me.

The two arrays are being used for a graph in PyQtgraph

The function I have written looks like this:

import GPUtil

import time

time_x = 

gpu_y = 



def gpu_util_timer(self):

    for n in range(10):

        Graph_Util.gpu_y.append(GPUtil.showUtilization())

        Graph_Util.time_x.append(n)

        time.sleep(1)

    print('gpu done')

I have since taken the advice below and implmented it as such:

def N_gpu_util_timer(self):

    for n in range(10):

        GPUs = GPUtil.getGPUs()

        gpu_load = GPUs[0].load

        Graph.gpu_y.append(gpu_load)

        time.sleep(1)

    print(Graph.gpu_y)

    print('N gpu done')

edited Mar 3 at 12:32

asked Jan 1 at 12:50

Sebastian Dixon

5511

add a comment |

I have been using a library called GPUtil to try and log the utilisation percentage value of my GPU in an array.

The command i have used outputs too many pieces of data to be added to my array. I only want the percentage utilisation of the core. The memory utilisation doesn't concern me.

The two arrays are being used for a graph in PyQtgraph

The function I have written looks like this:

import GPUtil

import time

time_x = 

gpu_y = 



def gpu_util_timer(self):

    for n in range(10):

        Graph_Util.gpu_y.append(GPUtil.showUtilization())

        Graph_Util.time_x.append(n)

        time.sleep(1)

    print('gpu done')

I have since taken the advice below and implmented it as such:

def N_gpu_util_timer(self):

    for n in range(10):

        GPUs = GPUtil.getGPUs()

        gpu_load = GPUs[0].load

        Graph.gpu_y.append(gpu_load)

        time.sleep(1)

    print(Graph.gpu_y)

    print('N gpu done')

edited Mar 3 at 12:32

asked Jan 1 at 12:50

Sebastian Dixon

5511

I have been using a library called GPUtil to try and log the utilisation percentage value of my GPU in an array.

The command i have used outputs too many pieces of data to be added to my array. I only want the percentage utilisation of the core. The memory utilisation doesn't concern me.

The two arrays are being used for a graph in PyQtgraph

The function I have written looks like this:

import GPUtil

import time

time_x = 

gpu_y = 



def gpu_util_timer(self):

    for n in range(10):

        Graph_Util.gpu_y.append(GPUtil.showUtilization())

        Graph_Util.time_x.append(n)

        time.sleep(1)

    print('gpu done')

I have since taken the advice below and implmented it as such:

def N_gpu_util_timer(self):

    for n in range(10):

        GPUs = GPUtil.getGPUs()

        gpu_load = GPUs[0].load

        Graph.gpu_y.append(gpu_load)

        time.sleep(1)

    print(Graph.gpu_y)

    print('N gpu done')

python gpu

edited Mar 3 at 12:32

asked Jan 1 at 12:50

Sebastian Dixon

5511

edited Mar 3 at 12:32

asked Jan 1 at 12:50

Sebastian Dixon

5511

edited Mar 3 at 12:32

asked Jan 1 at 12:50

Sebastian Dixon

5511

asked Jan 1 at 12:50

Sebastian Dixon

5511

asked Jan 1 at 12:50

Sebastian Dixon

5511

add a comment |

1 Answer
1

active

oldest

votes

See the documentation

https://github.com/anderskm/gputil#usage

Use getGPUs and query the GPU class's load member

GPUs = GPUtil.getGPUs()

load = GPUs[0].load

answered Jan 1 at 13:57

MarkReedZ

9267

this worked well, thanks :)

– Sebastian Dixon
Mar 3 at 12:32

add a comment |

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1 Answer
1

active

oldest

votes

1 Answer
1

active

oldest

votes

See the documentation

https://github.com/anderskm/gputil#usage

Use getGPUs and query the GPU class's load member

GPUs = GPUtil.getGPUs()

load = GPUs[0].load

answered Jan 1 at 13:57

MarkReedZ

9267

this worked well, thanks :)

– Sebastian Dixon
Mar 3 at 12:32

add a comment |

See the documentation

https://github.com/anderskm/gputil#usage

Use getGPUs and query the GPU class's load member

GPUs = GPUtil.getGPUs()

load = GPUs[0].load

answered Jan 1 at 13:57

MarkReedZ

9267

this worked well, thanks :)

– Sebastian Dixon
Mar 3 at 12:32

add a comment |

See the documentation

https://github.com/anderskm/gputil#usage

Use getGPUs and query the GPU class's load member

GPUs = GPUtil.getGPUs()

load = GPUs[0].load

answered Jan 1 at 13:57

MarkReedZ

9267

See the documentation

https://github.com/anderskm/gputil#usage

Use getGPUs and query the GPU class's load member

GPUs = GPUtil.getGPUs()

load = GPUs[0].load

answered Jan 1 at 13:57

MarkReedZ

9267

answered Jan 1 at 13:57

MarkReedZ

9267

answered Jan 1 at 13:57

MarkReedZ

9267

answered Jan 1 at 13:57

MarkReedZ

9267

this worked well, thanks :)

– Sebastian Dixon
Mar 3 at 12:32

add a comment |

this worked well, thanks :)

– Sebastian Dixon
Mar 3 at 12:32

this worked well, thanks :)

– Sebastian Dixon
Mar 3 at 12:32

add a comment |

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