Open reaIws opened 6 years ago
The following table is the approximate training time
num x GPU device | other configurations | speed(min/epoch) |
---|---|---|
1 x 1080ti | default | 3 |
1 x K80 | default | 11 |
I also ran on a 750ti GPU, but that cards is gone and the record is lost, remember it's 8-10 min/epoch
谢谢,我是两个显卡不知道会用到几个,但是速度是 6.5min/epoch :>
You can check it with the command nvidia-smi
to see how many GPU the program is using under Linux. For windows user, find it out in Task Manager(任务管理器). But by default it should use one GPU.
BTW, which tesla GPU and CPU u'r using?
ma computer has two tesla k80 cpu is E5-2630v4 it computer capability is 3.7 1080Ti's capability is 6.1 then: when i run pyhon main.py i get: createing tensorflow device {/device:GPU:0} createing tensorflow device {/device:GPU:1}
when i run nvidia-smi it show: | GPU | PID | Type | GPU memory usage | volatile GPU-Util | Temp |
---|---|---|---|---|---|---|
0 | 4853 | C | 9367MiB | 83% | 59C | |
1 | 4853 | C | 62MiB | 0% | 35C |
So this code will only work on GPU and not on CPU?
Both should work. Training for 30min on a 1080ti is enough to have a good result, but on CPU, it might take for hours.
Prashant Desai notifications@github.com 于2019年2月27日周三 下午9:06写道:
So this code will only work on GPU and not on CPU?
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Thanks for reply. Not sure why but I am getting below error on my CPU.
tensorflow.python.framework.errors_impl.NotFoundError: C:\Users\prashant.desai\AppData\Local\Continuum\Anaconda3\lib\site-packages\tensorflow\contrib\rnn\python\ops_gru_ops.so not found
Regards, Prashant
On Thu, Feb 28, 2019 at 11:51 AM Huadong Liao notifications@github.com wrote:
Both should work. Training for 30min on a 1080ti is enough to have a good result, but on CPU, it might take for hours.
Prashant Desai notifications@github.com 于2019年2月27日周三 下午9:06写道:
So this code will only work on GPU and not on CPU?
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.
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@jackalwoods Looks like it's your tf env problem. please make sure your tf is installed correctly or a right version (the code was developed with tf 1.3, a newer one but older than 2.0 should work).
Thanks, yes it was the problem with tf indeed. Got solved. I am trying to modify this for image similarity problem. Which layer should i pull before final layer to match with other image? appreciate any guidance on this.
On Sun, Mar 10, 2019 at 3:06 PM Huadong Liao notifications@github.com wrote:
@jackalwoods https://github.com/jackalwoods Looks like it's your tf env problem. please make sure your tf is installed correctly or a right version (the code was developed with tf 1.3, a newer one but older than 2.0 should work).
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作者您好,我想纵向比较下显卡性能,您能告诉我,在默认配置下,您得训练所用时间是多少么,我现在正在用tesla显卡训练,如果训练结束,我会告诉您,我得用时:》