Error Message "RuntimeError: std:exception" Displayed for a PyTorch 1.0 Engine
Symptom
"RuntimeError: std:exception"
Possible Causes
The soft link of libmkldnn in the PyTorch 1.0 image conflicts with that of the native Torch. For details, see conv1d fails in PyTorch 1.0.
Solution
- This issue is caused by library conflict in the environment. To resolve this issue, add the following code at the very beginning of the boot script:
import os os.system("rm /home/work/anaconda3/lib/libmkldnn.so") os.system("rm /home/work/anaconda3/lib/libmkldnn.so.0") - Use the local PyCharm to remotely access notebook for debugging.
Summary and Suggestions
Before creating a training job, use the ModelArts development environment to debug the training code to maximally eliminate errors in code migration.