| Error | Resolution |
|---|---|
ImportError: libpython3.7m.so.1.0: cannot open shared object file: No such file or directory or Could not load dynamic library 'libcudart.so.11.0'; dlerror: libcudart.so.11.0: cannot open shared object file: No such file or directory; |
Ensure you have download cuda and set your LD_LIBRARY_PATH, e.g. export LD_LIBRARY_PATH=[ENV_PATH]:$LD_LIBRARY_PATH , where [ENV_PATH] is where your python virtual environment is located or nvidai instructions. |
| GPU crashes immeditely due to a lack of memory. Add this to the top of the main file, before any other code. | import tensorflow as tf import os physical_devices = tf.config.list_physical_devices("GPU") if physical_devices: tf.config.experimental.set_memory_growth(physical_devices[0], True) os.environ["TF_FORCE_GPU_ALLOW_GROWTH"] = "true" |
make: 'build' is up to date. |
Use -B option |
| Docker container not using gpu. | Download latest nvidia cuda drivers. |