CODEWITHSUNDEEP
pythonbashtensorflowgoogle-cloud-ml
Jean Bouvattier
Jean Bouvattier

Reputation: 355

ML Engine Runtime version and Python version not supported

I am trying to run Google clound ml-engine following this tutorial, when executing this command :

$ gcloud ml-engine jobs submit training `whoami`_object_detection_`date +%s` \ 
    --job-dir=gs://${YOUR_GCS_BUCKET}/train\
    --packages dist/object_detection-0.1.tar.gz,slim/dist/slim-0.1.tar.gz,/tmp/pycocotools/pycocotools-2.0.tar.gz\
    --module-name object_detection.model_tpu_main \
    --runtime-version 1.10\
    --scale-tier BASIC_TPU\
    --region us-central1\
    --
    --model_dir=gs://${YOUR_GCS_BUCKET}/train
    --tpu_zone us-central1
    --pipeline_config_path=gs://${YOUR_GCS_BUCKET}/data/pipeline.config

commands which answers me :

  ERROR: (gcloud.ml-engine.jobs.submit.training) INVALID_ARGUMENT: Field: runtime_version Error: The specified runtime version '1.10' with the Python version '' is not supported for TPU training.  Please specify a different runtime version. See https://cloud.google.com/ml/docs/concepts/runtime-version-list for a list of supported versions
- '@type': type.googleapis.com/google.rpc.BadRequest
  fieldViolations:
  - description: The specified runtime version '1.10' with the Python version '' is
  not supported for TPU training.  Please specify a different runtime version.
  See https://cloud.google.com/ml/docs/concepts/runtime-version-list for a list
  of supported versions
field: runtime_version

Because no version of python is detected, I added a --config=config.yaml argument to the command line:

config.yaml:

trainingInput:
  pythonVersion: "3.5"

but the problem barely changed :

...
 - description: The specified runtime version '1.10' with the Python version '3.5'
...

the runtime version list specify that runtime-version 1.10 is compatible with python 3.5, I also tried different runtime environement / python version which are required to work but my command keeps failling.

Upvotes: 5

Views: 1573

Answers (3)

Joe C
Joe C

Reputation: 47

I had this same issue even after making sure all the versions were compatible.

Once I added this line to the gcloud training command (below the runtime version line) it worked fine.

--python-version 3.7 \

Upvotes: 0

GChevass
GChevass

Reputation: 225

For information the current supported versions are now 1.11 or 1.12 runtime-version-list

Upvotes: 2

Alex Riquelme
Alex Riquelme

Reputation: 1554

@jdehesa is right, the supported version is 1.9. The version 1.10 is not supported for training Cloud TPU models. change the runtime version editing this flag:

--runtime-version 1.9

Upvotes: 4

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