In the following environment, deep learning using GPU suddenly stopped working.
OS:windows10 GPU:GeForce GTX 1070 PC: (omitted) Gaming? laptop
Also, what tensorflow feels like is
tensorboard 1.14.0
tensorboardX 1.9
tensorflow 1.14.0
tensorflow-estimator 1.14.0
tensorflow-gpu 1.14.0
tensorflow-gpu-estimator 2.1.0
However, it is installed. The coping method is shown.
When executing learning, Ctrl + C stopped the process.
If you try to perform learning again,
2020-04-19 15:36:34.104585: I tensorflow/stream_executor/platform/default/dlopen_checker_stub.cc:25] GPU libraries are statically linked, skip dlopen check.
2020-04-19 15:36:34.111310: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1763] Adding visible gpu devices: 0
C:\_work\_
** I get back to the prompt without any error. ** **
I tried restarting the computer, but it didn't work.
From here, by intuition tensorflow-gpu 1.14.0 I was inspired to put it back in.
tensorflow-gpu 1.14.0 I got an access error or something when I tried to uninstall. (With pulse)
I tried to delete each folder, and after uninstalling all the tensorflow related items, tensorflow-gpu 1.14.0 I was able to uninstall it, or I got a response that I wanted to uninstall.
From here, install tenforflow etc. again As a result, it started to work. (Of course, the installation was restored with the version specified, like'tensorflow-gpu == 1.14.0'.)
It didn't stop at the previous point and started to move.
2020-04-19 16:04:06.169138: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1763] Adding visible gpu devices: 0
2020-04-19 16:04:06.172271: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1181] Device interconnect StreamExecutor with strength 1 edge matrix:
2020-04-19 16:04:06.176606: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1187] 0
2020-04-19 16:04:06.179549: I tensorflow/core/common_runtime/gpu/gpu_device.cc:1200] 0: N
I don't know if the "trigger that stopped working" was due to Ctrl + C. It is unclear whether the "countermeasure" was that uninstalling all the tensorflow-related items and then reinstalling was effective, or whether the computer was in a good mood over time while doing various things.
** Python + GPU may quit without any error ** I feel. (I don't know how to get rid of the error.) I feel like I've experienced it before.
Nothing in particular. I hope this miscellaneous information will be useful to someone. (If you have any information such as stopping at the same place or being cured in the same way, please let me know if you feel like it.)
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