ClearML FAQ | Hi, I Have A Task That'S Running On A Docker Container. Now - There Are A Bunch Of Other Docker Containers (Namely, Nvidia'S Tf 21.1 To 21.10) For Which I Want To Run The Task. How Can I Do This Using Agents / Remote Execution? Thanks

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Hi, I Have A Task That'S Running On A Docker Container. Now - There Are A Bunch Of Other Docker Containers (Namely, Nvidia'S Tf 21.1 To 21.10) For Which I Want To Run The Task. How Can I Do This Using Agents / Remote Execution? Thanks

SuccessfulKoala55 I've tried changing manually the TF version but it fails. I get:
import tensorflow as tf
File "/root/.clearml/venvs-builds/3.8/lib/python3.8/site-packages/tensorflow/init.py", line 435, in <module>
_ll.load_library(_main_dir)
File "/root/.clearml/venvs-builds/3.8/lib/python3.8/site-packages/tensorflow/python/framework/load_library.py", line 153, in load_library
py_tf.TF_LoadLibrary(lib)
tensorflow.python.framework.errors_impl.NotFoundError: /usr/local/lib/python3.8/dist-packages/tensorflow/core/kernels/libtfkernel_sobol_op.so: undefined symbol: _ZN10tensorflow14kernel_factory17OpKernelRegistrar12InitInternalEPKNS_9KernelDefEN4absl12lts_2021032411string_viewESt10unique_ptrINS0_15OpKernelFactoryESt14default_deleteIS9_EE
2021-11-14 18:09:10
Process failed, exit code 1

I assume every task you run on this container (latest Nvidia's TF container) will reproduce the same error upon importing of tensorflow

  				
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	3 years ago

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3 years ago

one year ago