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91 … for a resource. Returns an empty policy if the resource exists and does not have a policy set.</p>
106 …an empty set of permissions, not a `NOT_FOUND` error. Note: This operation is designed to be used …
122 1 - v1 error format
123 2 - v2 error format
128 …{ # A generic empty message that you can re-use to avoid defining duplicated empty messages in you…
150-modify-write cycle to perform job updates in order to avoid race conditions: An `etag` is returne…
151 &quot;jobId&quot;: &quot;A String&quot;, # Required. The user-specified id of the job.
153 … or more labels that you can add, to organize your jobs. Each label is a key-value pair, where bot…
163 …;: &quot;A String&quot;, # Use this field if you want to use the default version for the specified…
167version to use for this batch prediction. If not set, AI Platform will pick the runtime version us…
170 …ant to specify a version of the model to use. The string is formatted the same way as `model_versi…
180-line arguments and/or in a YAML configuration file referenced from the --config command-line argu…
181 …&quot;args&quot;: [ # Optional. Command-line arguments passed to the training application when it …
184 …cess](https://cloud.google.com/ai-platform/training/docs/monitor-debug-interactive-shell) to train…
185-managed encryption keys (CMEK) to protect resources created by a training job, instead of using G…
186 …;: &quot;A String&quot;, # The Cloud KMS resource identifier of the customer-managed encryption ke…
188set `evaluatorConfig.acceleratorConfig` if `evaluatorType` is set to a Compute Engine machine type…
189-engine/docs/using-gpus) and [accelerators for online prediction](/ml-engine/docs/machine-types-on…
193- If you do not supply command or args: The defaults defined in the Docker image are used. - If yo…
196 …ot be set if custom container image is not provided. Note that this field and [TrainingInput.args]…
201 …oot disk (default is &quot;pd-ssd&quot;). Valid values: &quot;pd-ssd&quot; (Persistent Disk Solid …
203 …. Learn more about [configuring custom containers](/ai-platform/training/docs/distributed-training
204version that includes a TensorFlow version matching the one used in the custom container. This fie…
206 …his value can only be used when `scale_tier` is set to `CUSTOM`. If you set this value, you must a…
207 …st be legacy machine types. This value must be present when `scaleTier` is set to `CUSTOM` and `ev…
208 …&quot;hyperparameters&quot;: { # Represents a set of hyperparameters to optimize. # Optional. The
216 &quot;params&quot;: [ # Required. The set of parameters to tune.
233 …ng. This path is passed to your TensorFlow program as the &#x27;--job-dir&#x27; command-line argum…
234set `masterConfig.acceleratorConfig` if `masterType` is set to a Compute Engine machine type. Lear…
235-engine/docs/using-gpus) and [accelerators for online prediction](/ml-engine/docs/machine-types-on…
239- If you do not supply command or args: The defaults defined in the Docker image are used. - If yo…
242 …ot be set if custom container image is not provided. Note that this field and [TrainingInput.args]…
247 …oot disk (default is &quot;pd-ssd&quot;). Valid values: &quot;pd-ssd&quot; (Persistent Disk Solid …
249 …. Learn more about [configuring custom containers](/ai-platform/training/docs/distributed-training
250version that includes a TensorFlow version matching the one used in the custom container. This fie…
252set to `CUSTOM`. You can use certain Compute Engine machine types directly in this field. See the …
253 …with any network. [Learn about using VPC Network Peering.](/ai-platform/training/docs/vpc-peering).
257set `parameterServerConfig.acceleratorConfig` if `parameterServerType` is set to a Compute Engine …
258-engine/docs/using-gpus) and [accelerators for online prediction](/ml-engine/docs/machine-types-on…
262- If you do not supply command or args: The defaults defined in the Docker image are used. - If yo…
265 …ot be set if custom container image is not provided. Note that this field and [TrainingInput.args]…
270 …oot disk (default is &quot;pd-ssd&quot;). Valid values: &quot;pd-ssd&quot; (Persistent Disk Solid …
272 …. Learn more about [configuring custom containers](/ai-platform/training/docs/distributed-training
273version that includes a TensorFlow version matching the one used in the custom container. This fie…
275 …his value can only be used when `scale_tier` is set to `CUSTOM`. If you set this value, you must a…
276 …st be legacy machine types. This value must be present when `scaleTier` is set to `CUSTOM` and `pa…
278version of Python used in training. You must either specify this field or specify `masterConfig.im…
279 …ired. The region to run the training job in. See the [available regions](/ai-platform/training/doc…
280version to use for training. You must either specify this field or specify `masterConfig.imageUri`…
283set this field to `7200s` (2 hours * 60 minutes / hour * 60 seconds / minute). If you submit your …
284-platform/training/docs/overview#restarts), this cannot lead to a maximum wait time cancellation. …
285 …1000]. The bigger the number, the higher the priority. Default to 0 if not set. If there are multi…
287-managed service account must have the `roles/iam.serviceAccountAdmin` role for the specified serv…
288 …`false`. [Learn more about this field.](/ai-platform/training/docs/distributed-training-details#ch…
289set `workerConfig.acceleratorConfig` if `workerType` is set to a Compute Engine machine type. [Lea…
290-engine/docs/using-gpus) and [accelerators for online prediction](/ml-engine/docs/machine-types-on…
294- If you do not supply command or args: The defaults defined in the Docker image are used. - If yo…
297 …ot be set if custom container image is not provided. Note that this field and [TrainingInput.args]…
302 …oot disk (default is &quot;pd-ssd&quot;). Valid values: &quot;pd-ssd&quot; (Persistent Disk Solid …
304 …. Learn more about [configuring custom containers](/ai-platform/training/docs/distributed-training
305version that includes a TensorFlow version matching the one used in the custom container. This fie…
307 …his value can only be used when `scale_tier` is set to `CUSTOM`. If you set this value, you must a…
308 …TPU machine](/ml-engine/docs/tensorflow/using-tpus#configuring_a_custom_tpu_machine). This value m…
311 …presents output related to a built-in algorithm Job. # Details related to built-in algorithms jobs…
312 …&quot;framework&quot;: &quot;A String&quot;, # Framework on which the built-in algorithm was train…
313 …he `model/` directory where the training job saves the trained model. Only set for successful jobs…
314 …&quot;pythonVersion&quot;: &quot;A String&quot;, # Python version on which the built-in algorithm …
315 …timeVersion&quot;: &quot;A String&quot;, # AI Platform runtime version on which the built-in algor…
317 …e number of hyperparameter tuning trials that completed successfully. Only set for hyperparameter …
319 …parameterSpec.FIELDS.hyperparameter_metric_tag) for more information. Only set for hyperparameter …
320 … &quot;isBuiltInAlgorithmJob&quot;: True or False, # Whether this job is a built-in Algorithm job.
322 …&quot;trials&quot;: [ # Results for individual Hyperparameter trials. Only set for hyperparameter …
330 …nts output related to a built-in algorithm Job. # Details related to built-in algorithms jobs. Onl…
331 …&quot;framework&quot;: &quot;A String&quot;, # Framework on which the built-in algorithm was train…
332 …he `model/` directory where the training job saves the trained model. Only set for successful jobs…
333 …&quot;pythonVersion&quot;: &quot;A String&quot;, # Python version on which the built-in algorithm …
334 …timeVersion&quot;: &quot;A String&quot;, # AI Platform runtime version on which the built-in algor…
348-platform/training/docs/monitor-debug-interactive-shell) (one URI for each training node). Only av…
353-platform/training/docs/monitor-debug-interactive-shell) (one URI for each training node). Only av…
361 1 - v1 error format
362 2 - v2 error format
371-modify-write cycle to perform job updates in order to avoid race conditions: An `etag` is returne…
372 &quot;jobId&quot;: &quot;A String&quot;, # Required. The user-specified id of the job.
374 … or more labels that you can add, to organize your jobs. Each label is a key-value pair, where bot…
384 …;: &quot;A String&quot;, # Use this field if you want to use the default version for the specified…
388version to use for this batch prediction. If not set, AI Platform will pick the runtime version us…
391 …ant to specify a version of the model to use. The string is formatted the same way as `model_versi…
401-line arguments and/or in a YAML configuration file referenced from the --config command-line argu…
402 …&quot;args&quot;: [ # Optional. Command-line arguments passed to the training application when it …
405 …cess](https://cloud.google.com/ai-platform/training/docs/monitor-debug-interactive-shell) to train…
406-managed encryption keys (CMEK) to protect resources created by a training job, instead of using G…
407 …;: &quot;A String&quot;, # The Cloud KMS resource identifier of the customer-managed encryption ke…
409set `evaluatorConfig.acceleratorConfig` if `evaluatorType` is set to a Compute Engine machine type…
410-engine/docs/using-gpus) and [accelerators for online prediction](/ml-engine/docs/machine-types-on…
414- If you do not supply command or args: The defaults defined in the Docker image are used. - If yo…
417 …ot be set if custom container image is not provided. Note that this field and [TrainingInput.args]…
422 …oot disk (default is &quot;pd-ssd&quot;). Valid values: &quot;pd-ssd&quot; (Persistent Disk Solid …
424 …. Learn more about [configuring custom containers](/ai-platform/training/docs/distributed-training
425version that includes a TensorFlow version matching the one used in the custom container. This fie…
427 …his value can only be used when `scale_tier` is set to `CUSTOM`. If you set this value, you must a…
428 …st be legacy machine types. This value must be present when `scaleTier` is set to `CUSTOM` and `ev…
429 …&quot;hyperparameters&quot;: { # Represents a set of hyperparameters to optimize. # Optional. The
437 &quot;params&quot;: [ # Required. The set of parameters to tune.
454 …ng. This path is passed to your TensorFlow program as the &#x27;--job-dir&#x27; command-line argum…
455set `masterConfig.acceleratorConfig` if `masterType` is set to a Compute Engine machine type. Lear…
456-engine/docs/using-gpus) and [accelerators for online prediction](/ml-engine/docs/machine-types-on…
460- If you do not supply command or args: The defaults defined in the Docker image are used. - If yo…
463 …ot be set if custom container image is not provided. Note that this field and [TrainingInput.args]…
468 …oot disk (default is &quot;pd-ssd&quot;). Valid values: &quot;pd-ssd&quot; (Persistent Disk Solid …
470 …. Learn more about [configuring custom containers](/ai-platform/training/docs/distributed-training
471version that includes a TensorFlow version matching the one used in the custom container. This fie…
473set to `CUSTOM`. You can use certain Compute Engine machine types directly in this field. See the …
474 …with any network. [Learn about using VPC Network Peering.](/ai-platform/training/docs/vpc-peering).
478set `parameterServerConfig.acceleratorConfig` if `parameterServerType` is set to a Compute Engine …
479-engine/docs/using-gpus) and [accelerators for online prediction](/ml-engine/docs/machine-types-on…
483- If you do not supply command or args: The defaults defined in the Docker image are used. - If yo…
486 …ot be set if custom container image is not provided. Note that this field and [TrainingInput.args]…
491 …oot disk (default is &quot;pd-ssd&quot;). Valid values: &quot;pd-ssd&quot; (Persistent Disk Solid …
493 …. Learn more about [configuring custom containers](/ai-platform/training/docs/distributed-training
494version that includes a TensorFlow version matching the one used in the custom container. This fie…
496 …his value can only be used when `scale_tier` is set to `CUSTOM`. If you set this value, you must a…
497 …st be legacy machine types. This value must be present when `scaleTier` is set to `CUSTOM` and `pa…
499version of Python used in training. You must either specify this field or specify `masterConfig.im…
500 …ired. The region to run the training job in. See the [available regions](/ai-platform/training/doc…
501version to use for training. You must either specify this field or specify `masterConfig.imageUri`…
504set this field to `7200s` (2 hours * 60 minutes / hour * 60 seconds / minute). If you submit your …
505-platform/training/docs/overview#restarts), this cannot lead to a maximum wait time cancellation. …
506 …1000]. The bigger the number, the higher the priority. Default to 0 if not set. If there are multi…
508-managed service account must have the `roles/iam.serviceAccountAdmin` role for the specified serv…
509 …`false`. [Learn more about this field.](/ai-platform/training/docs/distributed-training-details#ch…
510set `workerConfig.acceleratorConfig` if `workerType` is set to a Compute Engine machine type. [Lea…
511-engine/docs/using-gpus) and [accelerators for online prediction](/ml-engine/docs/machine-types-on…
515- If you do not supply command or args: The defaults defined in the Docker image are used. - If yo…
518 …ot be set if custom container image is not provided. Note that this field and [TrainingInput.args]…
523 …oot disk (default is &quot;pd-ssd&quot;). Valid values: &quot;pd-ssd&quot; (Persistent Disk Solid …
525 …. Learn more about [configuring custom containers](/ai-platform/training/docs/distributed-training
526version that includes a TensorFlow version matching the one used in the custom container. This fie…
528 …his value can only be used when `scale_tier` is set to `CUSTOM`. If you set this value, you must a…
529 …TPU machine](/ml-engine/docs/tensorflow/using-tpus#configuring_a_custom_tpu_machine). This value m…
532 …presents output related to a built-in algorithm Job. # Details related to built-in algorithms jobs…
533 …&quot;framework&quot;: &quot;A String&quot;, # Framework on which the built-in algorithm was train…
534 …he `model/` directory where the training job saves the trained model. Only set for successful jobs…
535 …&quot;pythonVersion&quot;: &quot;A String&quot;, # Python version on which the built-in algorithm …
536 …timeVersion&quot;: &quot;A String&quot;, # AI Platform runtime version on which the built-in algor…
538 …e number of hyperparameter tuning trials that completed successfully. Only set for hyperparameter …
540 …parameterSpec.FIELDS.hyperparameter_metric_tag) for more information. Only set for hyperparameter …
541 … &quot;isBuiltInAlgorithmJob&quot;: True or False, # Whether this job is a built-in Algorithm job.
543 …&quot;trials&quot;: [ # Results for individual Hyperparameter trials. Only set for hyperparameter …
551 …nts output related to a built-in algorithm Job. # Details related to built-in algorithms jobs. Onl…
552 …&quot;framework&quot;: &quot;A String&quot;, # Framework on which the built-in algorithm was train…
553 …he `model/` directory where the training job saves the trained model. Only set for successful jobs…
554 …&quot;pythonVersion&quot;: &quot;A String&quot;, # Python version on which the built-in algorithm …
555 …timeVersion&quot;: &quot;A String&quot;, # AI Platform runtime version on which the built-in algor…
569-platform/training/docs/monitor-debug-interactive-shell) (one URI for each training node). Only av…
574-platform/training/docs/monitor-debug-interactive-shell) (one URI for each training node). Only av…
589 1 - v1 error format
590 2 - v2 error format
599-modify-write cycle to perform job updates in order to avoid race conditions: An `etag` is returne…
600 &quot;jobId&quot;: &quot;A String&quot;, # Required. The user-specified id of the job.
602 … or more labels that you can add, to organize your jobs. Each label is a key-value pair, where bot…
612 …;: &quot;A String&quot;, # Use this field if you want to use the default version for the specified…
616version to use for this batch prediction. If not set, AI Platform will pick the runtime version us…
619 …ant to specify a version of the model to use. The string is formatted the same way as `model_versi…
629-line arguments and/or in a YAML configuration file referenced from the --config command-line argu…
630 …&quot;args&quot;: [ # Optional. Command-line arguments passed to the training application when it …
633 …cess](https://cloud.google.com/ai-platform/training/docs/monitor-debug-interactive-shell) to train…
634-managed encryption keys (CMEK) to protect resources created by a training job, instead of using G…
635 …;: &quot;A String&quot;, # The Cloud KMS resource identifier of the customer-managed encryption ke…
637set `evaluatorConfig.acceleratorConfig` if `evaluatorType` is set to a Compute Engine machine type…
638-engine/docs/using-gpus) and [accelerators for online prediction](/ml-engine/docs/machine-types-on…
642- If you do not supply command or args: The defaults defined in the Docker image are used. - If yo…
645 …ot be set if custom container image is not provided. Note that this field and [TrainingInput.args]…
650 …oot disk (default is &quot;pd-ssd&quot;). Valid values: &quot;pd-ssd&quot; (Persistent Disk Solid …
652 …. Learn more about [configuring custom containers](/ai-platform/training/docs/distributed-training
653version that includes a TensorFlow version matching the one used in the custom container. This fie…
655 …his value can only be used when `scale_tier` is set to `CUSTOM`. If you set this value, you must a…
656 …st be legacy machine types. This value must be present when `scaleTier` is set to `CUSTOM` and `ev…
657 …&quot;hyperparameters&quot;: { # Represents a set of hyperparameters to optimize. # Optional. The
665 &quot;params&quot;: [ # Required. The set of parameters to tune.
682 …ng. This path is passed to your TensorFlow program as the &#x27;--job-dir&#x27; command-line argum…
683set `masterConfig.acceleratorConfig` if `masterType` is set to a Compute Engine machine type. Lear…
684-engine/docs/using-gpus) and [accelerators for online prediction](/ml-engine/docs/machine-types-on…
688- If you do not supply command or args: The defaults defined in the Docker image are used. - If yo…
691 …ot be set if custom container image is not provided. Note that this field and [TrainingInput.args]…
696 …oot disk (default is &quot;pd-ssd&quot;). Valid values: &quot;pd-ssd&quot; (Persistent Disk Solid …
698 …. Learn more about [configuring custom containers](/ai-platform/training/docs/distributed-training
699version that includes a TensorFlow version matching the one used in the custom container. This fie…
701set to `CUSTOM`. You can use certain Compute Engine machine types directly in this field. See the …
702 …with any network. [Learn about using VPC Network Peering.](/ai-platform/training/docs/vpc-peering).
706set `parameterServerConfig.acceleratorConfig` if `parameterServerType` is set to a Compute Engine …
707-engine/docs/using-gpus) and [accelerators for online prediction](/ml-engine/docs/machine-types-on…
711- If you do not supply command or args: The defaults defined in the Docker image are used. - If yo…
714 …ot be set if custom container image is not provided. Note that this field and [TrainingInput.args]…
719 …oot disk (default is &quot;pd-ssd&quot;). Valid values: &quot;pd-ssd&quot; (Persistent Disk Solid …
721 …. Learn more about [configuring custom containers](/ai-platform/training/docs/distributed-training
722version that includes a TensorFlow version matching the one used in the custom container. This fie…
724 …his value can only be used when `scale_tier` is set to `CUSTOM`. If you set this value, you must a…
725 …st be legacy machine types. This value must be present when `scaleTier` is set to `CUSTOM` and `pa…
727version of Python used in training. You must either specify this field or specify `masterConfig.im…
728 …ired. The region to run the training job in. See the [available regions](/ai-platform/training/doc…
729version to use for training. You must either specify this field or specify `masterConfig.imageUri`…
732set this field to `7200s` (2 hours * 60 minutes / hour * 60 seconds / minute). If you submit your …
733-platform/training/docs/overview#restarts), this cannot lead to a maximum wait time cancellation. …
734 …1000]. The bigger the number, the higher the priority. Default to 0 if not set. If there are multi…
736-managed service account must have the `roles/iam.serviceAccountAdmin` role for the specified serv…
737 …`false`. [Learn more about this field.](/ai-platform/training/docs/distributed-training-details#ch…
738set `workerConfig.acceleratorConfig` if `workerType` is set to a Compute Engine machine type. [Lea…
739-engine/docs/using-gpus) and [accelerators for online prediction](/ml-engine/docs/machine-types-on…
743- If you do not supply command or args: The defaults defined in the Docker image are used. - If yo…
746 …ot be set if custom container image is not provided. Note that this field and [TrainingInput.args]…
751 …oot disk (default is &quot;pd-ssd&quot;). Valid values: &quot;pd-ssd&quot; (Persistent Disk Solid …
753 …. Learn more about [configuring custom containers](/ai-platform/training/docs/distributed-training
754version that includes a TensorFlow version matching the one used in the custom container. This fie…
756 …his value can only be used when `scale_tier` is set to `CUSTOM`. If you set this value, you must a…
757 …TPU machine](/ml-engine/docs/tensorflow/using-tpus#configuring_a_custom_tpu_machine). This value m…
760 …presents output related to a built-in algorithm Job. # Details related to built-in algorithms jobs…
761 …&quot;framework&quot;: &quot;A String&quot;, # Framework on which the built-in algorithm was train…
762 …he `model/` directory where the training job saves the trained model. Only set for successful jobs…
763 …&quot;pythonVersion&quot;: &quot;A String&quot;, # Python version on which the built-in algorithm …
764 …timeVersion&quot;: &quot;A String&quot;, # AI Platform runtime version on which the built-in algor…
766 …e number of hyperparameter tuning trials that completed successfully. Only set for hyperparameter …
768 …parameterSpec.FIELDS.hyperparameter_metric_tag) for more information. Only set for hyperparameter …
769 … &quot;isBuiltInAlgorithmJob&quot;: True or False, # Whether this job is a built-in Algorithm job.
771 …&quot;trials&quot;: [ # Results for individual Hyperparameter trials. Only set for hyperparameter …
779 …nts output related to a built-in algorithm Job. # Details related to built-in algorithms jobs. Onl…
780 …&quot;framework&quot;: &quot;A String&quot;, # Framework on which the built-in algorithm was train…
781 …he `model/` directory where the training job saves the trained model. Only set for successful jobs…
782 …&quot;pythonVersion&quot;: &quot;A String&quot;, # Python version on which the built-in algorithm …
783 …timeVersion&quot;: &quot;A String&quot;, # AI Platform runtime version on which the built-in algor…
797-platform/training/docs/monitor-debug-interactive-shell) (one URI for each training node). Only av…
802-platform/training/docs/monitor-debug-interactive-shell) (one URI for each training node). Only av…
811 …licy for a resource. Returns an empty policy if the resource exists and does not have a policy set.
815version that will be used to format the policy. Valid values are 0, 1, and 3. Requests specifying …
818 1 - v1 error format
819 2 - v2 error format
824-created custom role. For some types of Google Cloud resources, a `binding` can also specify a `co…
840-like expression language. The syntax and semantics of CEL are documented at https://github.com/go…
846-other-app@appspot.gserviceaccount.com`. * `group:{emailid}`: An email address that represents a G…
852-modify-write cycle to perform policy updates in order to avoid race conditions: An `etag` is retu…
853version&quot;: 42, # Specifies the format of the policy. Valid values are `0`, `1`, and `3`. Reque…
863 …i-platform jobs list --filter=&#x27;jobId:census*&#x27; List all failed jobs with names that start…
868 1 - v1 error format
869 2 - v2 error format
880-modify-write cycle to perform job updates in order to avoid race conditions: An `etag` is returne…
881 &quot;jobId&quot;: &quot;A String&quot;, # Required. The user-specified id of the job.
883 … or more labels that you can add, to organize your jobs. Each label is a key-value pair, where bot…
893 …;: &quot;A String&quot;, # Use this field if you want to use the default version for the specified…
897version to use for this batch prediction. If not set, AI Platform will pick the runtime version us…
900 …ant to specify a version of the model to use. The string is formatted the same way as `model_versi…
910-line arguments and/or in a YAML configuration file referenced from the --config command-line argu…
911 …&quot;args&quot;: [ # Optional. Command-line arguments passed to the training application when it …
914 …cess](https://cloud.google.com/ai-platform/training/docs/monitor-debug-interactive-shell) to train…
915-managed encryption keys (CMEK) to protect resources created by a training job, instead of using G…
916 …;: &quot;A String&quot;, # The Cloud KMS resource identifier of the customer-managed encryption ke…
918set `evaluatorConfig.acceleratorConfig` if `evaluatorType` is set to a Compute Engine machine type…
919-engine/docs/using-gpus) and [accelerators for online prediction](/ml-engine/docs/machine-types-on…
923- If you do not supply command or args: The defaults defined in the Docker image are used. - If yo…
926 …ot be set if custom container image is not provided. Note that this field and [TrainingInput.args]…
931 …oot disk (default is &quot;pd-ssd&quot;). Valid values: &quot;pd-ssd&quot; (Persistent Disk Solid …
933 …. Learn more about [configuring custom containers](/ai-platform/training/docs/distributed-training
934version that includes a TensorFlow version matching the one used in the custom container. This fie…
936 …his value can only be used when `scale_tier` is set to `CUSTOM`. If you set this value, you must a…
937 …st be legacy machine types. This value must be present when `scaleTier` is set to `CUSTOM` and `ev…
938 …&quot;hyperparameters&quot;: { # Represents a set of hyperparameters to optimize. # Optional. The
946 &quot;params&quot;: [ # Required. The set of parameters to tune.
963 …ng. This path is passed to your TensorFlow program as the &#x27;--job-dir&#x27; command-line argum…
964set `masterConfig.acceleratorConfig` if `masterType` is set to a Compute Engine machine type. Lear…
965-engine/docs/using-gpus) and [accelerators for online prediction](/ml-engine/docs/machine-types-on…
969- If you do not supply command or args: The defaults defined in the Docker image are used. - If yo…
972 …ot be set if custom container image is not provided. Note that this field and [TrainingInput.args]…
977 …oot disk (default is &quot;pd-ssd&quot;). Valid values: &quot;pd-ssd&quot; (Persistent Disk Solid …
979 …. Learn more about [configuring custom containers](/ai-platform/training/docs/distributed-training
980version that includes a TensorFlow version matching the one used in the custom container. This fie…
982set to `CUSTOM`. You can use certain Compute Engine machine types directly in this field. See the …
983 …with any network. [Learn about using VPC Network Peering.](/ai-platform/training/docs/vpc-peering).
987set `parameterServerConfig.acceleratorConfig` if `parameterServerType` is set to a Compute Engine …
988-engine/docs/using-gpus) and [accelerators for online prediction](/ml-engine/docs/machine-types-on…
992- If you do not supply command or args: The defaults defined in the Docker image are used. - If yo…
995 …ot be set if custom container image is not provided. Note that this field and [TrainingInput.args]…
1000 …oot disk (default is &quot;pd-ssd&quot;). Valid values: &quot;pd-ssd&quot; (Persistent Disk Solid …
1002 …. Learn more about [configuring custom containers](/ai-platform/training/docs/distributed-training
1003version that includes a TensorFlow version matching the one used in the custom container. This fie…
1005 …his value can only be used when `scale_tier` is set to `CUSTOM`. If you set this value, you must a…
1006 …st be legacy machine types. This value must be present when `scaleTier` is set to `CUSTOM` and `pa…
1008version of Python used in training. You must either specify this field or specify `masterConfig.im…
1009 …ired. The region to run the training job in. See the [available regions](/ai-platform/training/doc…
1010version to use for training. You must either specify this field or specify `masterConfig.imageUri`…
1013set this field to `7200s` (2 hours * 60 minutes / hour * 60 seconds / minute). If you submit your …
1014-platform/training/docs/overview#restarts), this cannot lead to a maximum wait time cancellation. …
1015 …1000]. The bigger the number, the higher the priority. Default to 0 if not set. If there are multi…
1017-managed service account must have the `roles/iam.serviceAccountAdmin` role for the specified serv…
1018 …`false`. [Learn more about this field.](/ai-platform/training/docs/distributed-training-details#ch…
1019set `workerConfig.acceleratorConfig` if `workerType` is set to a Compute Engine machine type. [Lea…
1020-engine/docs/using-gpus) and [accelerators for online prediction](/ml-engine/docs/machine-types-on…
1024- If you do not supply command or args: The defaults defined in the Docker image are used. - If yo…
1027 …ot be set if custom container image is not provided. Note that this field and [TrainingInput.args]…
1032 …oot disk (default is &quot;pd-ssd&quot;). Valid values: &quot;pd-ssd&quot; (Persistent Disk Solid …
1034 …. Learn more about [configuring custom containers](/ai-platform/training/docs/distributed-training
1035version that includes a TensorFlow version matching the one used in the custom container. This fie…
1037 …his value can only be used when `scale_tier` is set to `CUSTOM`. If you set this value, you must a…
1038 …TPU machine](/ml-engine/docs/tensorflow/using-tpus#configuring_a_custom_tpu_machine). This value m…
1041 …presents output related to a built-in algorithm Job. # Details related to built-in algorithms jobs…
1042 …&quot;framework&quot;: &quot;A String&quot;, # Framework on which the built-in algorithm was train…
1043 …he `model/` directory where the training job saves the trained model. Only set for successful jobs…
1044 …&quot;pythonVersion&quot;: &quot;A String&quot;, # Python version on which the built-in algorithm …
1045 …timeVersion&quot;: &quot;A String&quot;, # AI Platform runtime version on which the built-in algor…
1047 …e number of hyperparameter tuning trials that completed successfully. Only set for hyperparameter …
1049 …parameterSpec.FIELDS.hyperparameter_metric_tag) for more information. Only set for hyperparameter …
1050 … &quot;isBuiltInAlgorithmJob&quot;: True or False, # Whether this job is a built-in Algorithm job.
1052 …&quot;trials&quot;: [ # Results for individual Hyperparameter trials. Only set for hyperparameter …
1060 …nts output related to a built-in algorithm Job. # Details related to built-in algorithms jobs. Onl…
1061 …&quot;framework&quot;: &quot;A String&quot;, # Framework on which the built-in algorithm was train…
1062 …he `model/` directory where the training job saves the trained model. Only set for successful jobs…
1063 …&quot;pythonVersion&quot;: &quot;A String&quot;, # Python version on which the built-in algorithm …
1064 …timeVersion&quot;: &quot;A String&quot;, # AI Platform runtime version on which the built-in algor…
1078-platform/training/docs/monitor-debug-interactive-shell) (one URI for each training node). Only av…
1083-platform/training/docs/monitor-debug-interactive-shell) (one URI for each training node). Only av…
1120-modify-write cycle to perform job updates in order to avoid race conditions: An `etag` is returne…
1121 &quot;jobId&quot;: &quot;A String&quot;, # Required. The user-specified id of the job.
1123 … or more labels that you can add, to organize your jobs. Each label is a key-value pair, where bot…
1133 …;: &quot;A String&quot;, # Use this field if you want to use the default version for the specified…
1137version to use for this batch prediction. If not set, AI Platform will pick the runtime version us…
1140 …ant to specify a version of the model to use. The string is formatted the same way as `model_versi…
1150-line arguments and/or in a YAML configuration file referenced from the --config command-line argu…
1151 …&quot;args&quot;: [ # Optional. Command-line arguments passed to the training application when it …
1154 …cess](https://cloud.google.com/ai-platform/training/docs/monitor-debug-interactive-shell) to train…
1155-managed encryption keys (CMEK) to protect resources created by a training job, instead of using G…
1156 …;: &quot;A String&quot;, # The Cloud KMS resource identifier of the customer-managed encryption ke…
1158set `evaluatorConfig.acceleratorConfig` if `evaluatorType` is set to a Compute Engine machine type…
1159-engine/docs/using-gpus) and [accelerators for online prediction](/ml-engine/docs/machine-types-on…
1163- If you do not supply command or args: The defaults defined in the Docker image are used. - If yo…
1166 …ot be set if custom container image is not provided. Note that this field and [TrainingInput.args]…
1171 …oot disk (default is &quot;pd-ssd&quot;). Valid values: &quot;pd-ssd&quot; (Persistent Disk Solid …
1173 …. Learn more about [configuring custom containers](/ai-platform/training/docs/distributed-training
1174version that includes a TensorFlow version matching the one used in the custom container. This fie…
1176 …his value can only be used when `scale_tier` is set to `CUSTOM`. If you set this value, you must a…
1177 …st be legacy machine types. This value must be present when `scaleTier` is set to `CUSTOM` and `ev…
1178 …&quot;hyperparameters&quot;: { # Represents a set of hyperparameters to optimize. # Optional. The
1186 &quot;params&quot;: [ # Required. The set of parameters to tune.
1203 …ng. This path is passed to your TensorFlow program as the &#x27;--job-dir&#x27; command-line argum…
1204set `masterConfig.acceleratorConfig` if `masterType` is set to a Compute Engine machine type. Lear…
1205-engine/docs/using-gpus) and [accelerators for online prediction](/ml-engine/docs/machine-types-on…
1209- If you do not supply command or args: The defaults defined in the Docker image are used. - If yo…
1212 …ot be set if custom container image is not provided. Note that this field and [TrainingInput.args]…
1217 …oot disk (default is &quot;pd-ssd&quot;). Valid values: &quot;pd-ssd&quot; (Persistent Disk Solid …
1219 …. Learn more about [configuring custom containers](/ai-platform/training/docs/distributed-training
1220version that includes a TensorFlow version matching the one used in the custom container. This fie…
1222set to `CUSTOM`. You can use certain Compute Engine machine types directly in this field. See the …
1223 …with any network. [Learn about using VPC Network Peering.](/ai-platform/training/docs/vpc-peering).
1227set `parameterServerConfig.acceleratorConfig` if `parameterServerType` is set to a Compute Engine …
1228-engine/docs/using-gpus) and [accelerators for online prediction](/ml-engine/docs/machine-types-on…
1232- If you do not supply command or args: The defaults defined in the Docker image are used. - If yo…
1235 …ot be set if custom container image is not provided. Note that this field and [TrainingInput.args]…
1240 …oot disk (default is &quot;pd-ssd&quot;). Valid values: &quot;pd-ssd&quot; (Persistent Disk Solid …
1242 …. Learn more about [configuring custom containers](/ai-platform/training/docs/distributed-training
1243version that includes a TensorFlow version matching the one used in the custom container. This fie…
1245 …his value can only be used when `scale_tier` is set to `CUSTOM`. If you set this value, you must a…
1246 …st be legacy machine types. This value must be present when `scaleTier` is set to `CUSTOM` and `pa…
1248version of Python used in training. You must either specify this field or specify `masterConfig.im…
1249 …ired. The region to run the training job in. See the [available regions](/ai-platform/training/doc…
1250version to use for training. You must either specify this field or specify `masterConfig.imageUri`…
1253set this field to `7200s` (2 hours * 60 minutes / hour * 60 seconds / minute). If you submit your …
1254-platform/training/docs/overview#restarts), this cannot lead to a maximum wait time cancellation. …
1255 …1000]. The bigger the number, the higher the priority. Default to 0 if not set. If there are multi…
1257-managed service account must have the `roles/iam.serviceAccountAdmin` role for the specified serv…
1258 …`false`. [Learn more about this field.](/ai-platform/training/docs/distributed-training-details#ch…
1259set `workerConfig.acceleratorConfig` if `workerType` is set to a Compute Engine machine type. [Lea…
1260-engine/docs/using-gpus) and [accelerators for online prediction](/ml-engine/docs/machine-types-on…
1264- If you do not supply command or args: The defaults defined in the Docker image are used. - If yo…
1267 …ot be set if custom container image is not provided. Note that this field and [TrainingInput.args]…
1272 …oot disk (default is &quot;pd-ssd&quot;). Valid values: &quot;pd-ssd&quot; (Persistent Disk Solid …
1274 …. Learn more about [configuring custom containers](/ai-platform/training/docs/distributed-training
1275version that includes a TensorFlow version matching the one used in the custom container. This fie…
1277 …his value can only be used when `scale_tier` is set to `CUSTOM`. If you set this value, you must a…
1278 …TPU machine](/ml-engine/docs/tensorflow/using-tpus#configuring_a_custom_tpu_machine). This value m…
1281 …presents output related to a built-in algorithm Job. # Details related to built-in algorithms jobs…
1282 …&quot;framework&quot;: &quot;A String&quot;, # Framework on which the built-in algorithm was train…
1283 …he `model/` directory where the training job saves the trained model. Only set for successful jobs…
1284 …&quot;pythonVersion&quot;: &quot;A String&quot;, # Python version on which the built-in algorithm …
1285 …timeVersion&quot;: &quot;A String&quot;, # AI Platform runtime version on which the built-in algor…
1287 …e number of hyperparameter tuning trials that completed successfully. Only set for hyperparameter …
1289 …parameterSpec.FIELDS.hyperparameter_metric_tag) for more information. Only set for hyperparameter …
1290 … &quot;isBuiltInAlgorithmJob&quot;: True or False, # Whether this job is a built-in Algorithm job.
1292 …&quot;trials&quot;: [ # Results for individual Hyperparameter trials. Only set for hyperparameter …
1300 …nts output related to a built-in algorithm Job. # Details related to built-in algorithms jobs. Onl…
1301 …&quot;framework&quot;: &quot;A String&quot;, # Framework on which the built-in algorithm was train…
1302 …he `model/` directory where the training job saves the trained model. Only set for successful jobs…
1303 …&quot;pythonVersion&quot;: &quot;A String&quot;, # Python version on which the built-in algorithm …
1304 …timeVersion&quot;: &quot;A String&quot;, # AI Platform runtime version on which the built-in algor…
1318-platform/training/docs/monitor-debug-interactive-shell) (one URI for each training node). Only av…
1323-platform/training/docs/monitor-debug-interactive-shell) (one URI for each training node). Only av…
1332 1 - v1 error format
1333 2 - v2 error format
1342-modify-write cycle to perform job updates in order to avoid race conditions: An `etag` is returne…
1343 &quot;jobId&quot;: &quot;A String&quot;, # Required. The user-specified id of the job.
1345 … or more labels that you can add, to organize your jobs. Each label is a key-value pair, where bot…
1355 …;: &quot;A String&quot;, # Use this field if you want to use the default version for the specified…
1359version to use for this batch prediction. If not set, AI Platform will pick the runtime version us…
1362 …ant to specify a version of the model to use. The string is formatted the same way as `model_versi…
1372-line arguments and/or in a YAML configuration file referenced from the --config command-line argu…
1373 …&quot;args&quot;: [ # Optional. Command-line arguments passed to the training application when it …
1376 …cess](https://cloud.google.com/ai-platform/training/docs/monitor-debug-interactive-shell) to train…
1377-managed encryption keys (CMEK) to protect resources created by a training job, instead of using G…
1378 …;: &quot;A String&quot;, # The Cloud KMS resource identifier of the customer-managed encryption ke…
1380set `evaluatorConfig.acceleratorConfig` if `evaluatorType` is set to a Compute Engine machine type…
1381-engine/docs/using-gpus) and [accelerators for online prediction](/ml-engine/docs/machine-types-on…
1385- If you do not supply command or args: The defaults defined in the Docker image are used. - If yo…
1388 …ot be set if custom container image is not provided. Note that this field and [TrainingInput.args]…
1393 …oot disk (default is &quot;pd-ssd&quot;). Valid values: &quot;pd-ssd&quot; (Persistent Disk Solid …
1395 …. Learn more about [configuring custom containers](/ai-platform/training/docs/distributed-training
1396version that includes a TensorFlow version matching the one used in the custom container. This fie…
1398 …his value can only be used when `scale_tier` is set to `CUSTOM`. If you set this value, you must a…
1399 …st be legacy machine types. This value must be present when `scaleTier` is set to `CUSTOM` and `ev…
1400 …&quot;hyperparameters&quot;: { # Represents a set of hyperparameters to optimize. # Optional. The
1408 &quot;params&quot;: [ # Required. The set of parameters to tune.
1425 …ng. This path is passed to your TensorFlow program as the &#x27;--job-dir&#x27; command-line argum…
1426set `masterConfig.acceleratorConfig` if `masterType` is set to a Compute Engine machine type. Lear…
1427-engine/docs/using-gpus) and [accelerators for online prediction](/ml-engine/docs/machine-types-on…
1431- If you do not supply command or args: The defaults defined in the Docker image are used. - If yo…
1434 …ot be set if custom container image is not provided. Note that this field and [TrainingInput.args]…
1439 …oot disk (default is &quot;pd-ssd&quot;). Valid values: &quot;pd-ssd&quot; (Persistent Disk Solid …
1441 …. Learn more about [configuring custom containers](/ai-platform/training/docs/distributed-training
1442version that includes a TensorFlow version matching the one used in the custom container. This fie…
1444set to `CUSTOM`. You can use certain Compute Engine machine types directly in this field. See the …
1445 …with any network. [Learn about using VPC Network Peering.](/ai-platform/training/docs/vpc-peering).
1449set `parameterServerConfig.acceleratorConfig` if `parameterServerType` is set to a Compute Engine …
1450-engine/docs/using-gpus) and [accelerators for online prediction](/ml-engine/docs/machine-types-on…
1454- If you do not supply command or args: The defaults defined in the Docker image are used. - If yo…
1457 …ot be set if custom container image is not provided. Note that this field and [TrainingInput.args]…
1462 …oot disk (default is &quot;pd-ssd&quot;). Valid values: &quot;pd-ssd&quot; (Persistent Disk Solid …
1464 …. Learn more about [configuring custom containers](/ai-platform/training/docs/distributed-training
1465version that includes a TensorFlow version matching the one used in the custom container. This fie…
1467 …his value can only be used when `scale_tier` is set to `CUSTOM`. If you set this value, you must a…
1468 …st be legacy machine types. This value must be present when `scaleTier` is set to `CUSTOM` and `pa…
1470version of Python used in training. You must either specify this field or specify `masterConfig.im…
1471 …ired. The region to run the training job in. See the [available regions](/ai-platform/training/doc…
1472version to use for training. You must either specify this field or specify `masterConfig.imageUri`…
1475set this field to `7200s` (2 hours * 60 minutes / hour * 60 seconds / minute). If you submit your …
1476-platform/training/docs/overview#restarts), this cannot lead to a maximum wait time cancellation. …
1477 …1000]. The bigger the number, the higher the priority. Default to 0 if not set. If there are multi…
1479-managed service account must have the `roles/iam.serviceAccountAdmin` role for the specified serv…
1480 …`false`. [Learn more about this field.](/ai-platform/training/docs/distributed-training-details#ch…
1481set `workerConfig.acceleratorConfig` if `workerType` is set to a Compute Engine machine type. [Lea…
1482-engine/docs/using-gpus) and [accelerators for online prediction](/ml-engine/docs/machine-types-on…
1486- If you do not supply command or args: The defaults defined in the Docker image are used. - If yo…
1489 …ot be set if custom container image is not provided. Note that this field and [TrainingInput.args]…
1494 …oot disk (default is &quot;pd-ssd&quot;). Valid values: &quot;pd-ssd&quot; (Persistent Disk Solid …
1496 …. Learn more about [configuring custom containers](/ai-platform/training/docs/distributed-training
1497version that includes a TensorFlow version matching the one used in the custom container. This fie…
1499 …his value can only be used when `scale_tier` is set to `CUSTOM`. If you set this value, you must a…
1500 …TPU machine](/ml-engine/docs/tensorflow/using-tpus#configuring_a_custom_tpu_machine). This value m…
1503 …presents output related to a built-in algorithm Job. # Details related to built-in algorithms jobs…
1504 …&quot;framework&quot;: &quot;A String&quot;, # Framework on which the built-in algorithm was train…
1505 …he `model/` directory where the training job saves the trained model. Only set for successful jobs…
1506 …&quot;pythonVersion&quot;: &quot;A String&quot;, # Python version on which the built-in algorithm …
1507 …timeVersion&quot;: &quot;A String&quot;, # AI Platform runtime version on which the built-in algor…
1509 …e number of hyperparameter tuning trials that completed successfully. Only set for hyperparameter …
1511 …parameterSpec.FIELDS.hyperparameter_metric_tag) for more information. Only set for hyperparameter …
1512 … &quot;isBuiltInAlgorithmJob&quot;: True or False, # Whether this job is a built-in Algorithm job.
1514 …&quot;trials&quot;: [ # Results for individual Hyperparameter trials. Only set for hyperparameter …
1522 …nts output related to a built-in algorithm Job. # Details related to built-in algorithms jobs. Onl…
1523 …&quot;framework&quot;: &quot;A String&quot;, # Framework on which the built-in algorithm was train…
1524 …he `model/` directory where the training job saves the trained model. Only set for successful jobs…
1525 …&quot;pythonVersion&quot;: &quot;A String&quot;, # Python version on which the built-in algorithm …
1526 …timeVersion&quot;: &quot;A String&quot;, # AI Platform runtime version on which the built-in algor…
1540-platform/training/docs/monitor-debug-interactive-shell) (one URI for each training node). Only av…
1545-platform/training/docs/monitor-debug-interactive-shell) (one URI for each training node). Only av…
1562-created custom role. For some types of Google Cloud resources, a `binding` can also specify a `co…
1578-like expression language. The syntax and semantics of CEL are documented at https://github.com/go…
1584-other-app@appspot.gserviceaccount.com`. * `group:{emailid}`: An email address that represents a G…
1590-modify-write cycle to perform policy updates in order to avoid race conditions: An `etag` is retu…
1591version&quot;: 42, # Specifies the format of the policy. Valid values are `0`, `1`, and `3`. Reque…
1598 1 - v1 error format
1599 2 - v2 error format
1604-created custom role. For some types of Google Cloud resources, a `binding` can also specify a `co…
1620-like expression language. The syntax and semantics of CEL are documented at https://github.com/go…
1626-other-app@appspot.gserviceaccount.com`. * `group:{emailid}`: An email address that represents a G…
1632-modify-write cycle to perform policy updates in order to avoid race conditions: An `etag` is retu…
1633version&quot;: 42, # Specifies the format of the policy. Valid values are `0`, `1`, and `3`. Reque…
1639 …an empty set of permissions, not a `NOT_FOUND` error. Note: This operation is designed to be used …
1647 …&quot;permissions&quot;: [ # The set of permissions to check for the `resource`. Permissions with …
1654 1 - v1 error format
1655 2 - v2 error format