mars.learn.contrib.tensorflow.run_tensorflow_script¶
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mars.learn.contrib.tensorflow.
run_tensorflow_script
(script, n_workers, n_ps=0, gpu=None, command_argv=None, retry_when_fail=False, session=None, run_kwargs=None, port=None)[source]¶ Run TensorFlow script in Mars cluster.
- Parameters
script (str or file-like object) – script to run
n_workers – number of TensorFlow workers
n_ps – number of TensorFlow ps, optional
gpu – run TensorFlow script on GPU
command_argv – extra command args for script
retry_when_fail – bool, default False. If True, retry when function failed.
session – Mars session, if not provided, will use default one
run_kwargs – extra kwargs for session.run
port – port of TensorFlow worker or ps, will automatically increase for the same worker
- Returns
return {‘status’: ‘ok’} if succeeded, or error raised