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75 ….projects.models.html">models</a> . <a href="ml_v1.projects.models.versions.html">versions</a></h1>
82 …ore versions, the default version does not automatically change. If you want a new version to be t…
85 <p class="firstline">Deletes a model version. Each model can have multiple versions deployed and in…
88 …ve multiple versions. You can call projects.models.versions.list to get the same information that …
91versions of a model. If you expect that a model has many versions, or if you need to handle only a…
97 <p class="firstline">Updates the specified Version resource. Currently the only update-able fields …
109 …ore versions, the default version does not automatically change. If you want a new version to be t…
116 …l can have multiple versions. You can get information about all of the versions of a given model b…
117Versions. Learn more about [accelerators for training](/ml-engine/docs/using-gpus) and [accelerato…
129-hour as documented in the [pricing guide](/ml-engine/docs/pricing), even if no predictions are pe…
131 …ation](https://kubernetes.io/docs/reference/generated/kubernetes-api/v1.18/#container-v1-core). # …
132-data-application/define-command-argument-container/#notes). If you don&#x27;t specify this field …
135-how-cmd-and-entrypoint-interact). If you specify this field, then you can also specify the `args`…
138 … core API](https://kubernetes.io/docs/reference/generated/kubernetes-api/v1.18/#container-v1-core).
139 …pecification](https://kubernetes.io/docs/reference/generated/kubernetes-api/v1.18/#envvar-v1-core).
141 …t variables set by AI Platform Prediction](/ai-platform/prediction/docs/custom-container-requireme…
144-registry/docs/overview) and begin with the hostname `{REGION}-docker.pkg.dev`, where `{REGION}` i…
145-platform/prediction/docs/custom-container-requirements#health) to this port. If you do not specif…
146 …ation](https://kubernetes.io/docs/reference/generated/kubernetes-api/v1.18/#containerport-v1-core).
152-platform/prediction/docs/deploying-models) for more information. The total number of files under …
155 …It is strongly suggested that systems make use of the `etag` in the read-modify-write cycle to per…
156 …hapley, and XRAI. [Learn more about feature attributions.](/ai-platform/prediction/docs/ai-explana…
157-Shapley value taking advantage of the model&#x27;s fully differentiable structure. Refer to this …
167runtime version of the model to 1.4 or greater. Do **not** specify a framework if you&#x27;re depl…
168 …cify a version. You can change the default version by calling projects.methods.versions.setDefault.
169 … One or more labels that you can add, to organize your model versions. Each label is a key-value p…
172-platform-unified/docs/reference/rest/v1beta1/projects.locations.models) ID for the last [model mi…
173 …I Platform (Unified)](https://cloud.google.com/ai-platform-unified/docs/start/migrating-to-ai-plat…
175-platform/prediction/docs/machine-types-online-prediction). If this field is not specified and you…
180-engine/docs/tensorflow/custom-prediction-routines) or [scikit-learn pipelines with custom code](/…
183-engine/docs/tensorflow/custom-prediction-routines). If you specify this field, you must set [`run…
184versions are available: * Python &#x27;3.7&#x27; is available when `runtime_version` is set to &#x…
185-response pairs to a BigQuery table. Online prediction requests to a model version and the respons…
189-platform/prediction/docs/custom-container-requirements) for details on how to create your contain…
190-platform/prediction/docs/custom-container-requirements#checks). For example, if you set this fiel…
191versions/VERSION:predict The placeholders in this value are replaced as follows: * MODEL: The name…
193runtime version to use for this deployment. For more information, see the [runtime version list](/…
194 …d. Learn more about [using a custom service account](/ai-platform/prediction/docs/custom-service-a…
200 1 - v1 error format
201 2 - v2 error format
206 { # This resource represents a long-running operation that is the result of a network API call.
215 …age&quot;: &quot;A String&quot;, # A developer-facing error message, which should be in English. A…
217-specific metadata associated with the operation. It typically contains progress information and c…
220 …&quot;name&quot;: &quot;A String&quot;, # The server-assigned name, which is only unique within th…
229 …<pre>Deletes a model version. Each model can have multiple versions deployed and in use at any giv…
232 …of the version. You can get the names of all the versions of a model by calling projects.models.ve…
235 1 - v1 error format
236 2 - v2 error format
241 { # This resource represents a long-running operation that is the result of a network API call.
250 …age&quot;: &quot;A String&quot;, # A developer-facing error message, which should be in English. A…
252-specific metadata associated with the operation. It typically contains progress information and c…
255 …&quot;name&quot;: &quot;A String&quot;, # The server-assigned name, which is only unique within th…
264 …ve multiple versions. You can call projects.models.versions.list to get the same information that …
270 1 - v1 error format
271 2 - v2 error format
276 …l can have multiple versions. You can get information about all of the versions of a given model b…
277Versions. Learn more about [accelerators for training](/ml-engine/docs/using-gpus) and [accelerato…
289-hour as documented in the [pricing guide](/ml-engine/docs/pricing), even if no predictions are pe…
291 …ation](https://kubernetes.io/docs/reference/generated/kubernetes-api/v1.18/#container-v1-core). # …
292-data-application/define-command-argument-container/#notes). If you don&#x27;t specify this field …
295-how-cmd-and-entrypoint-interact). If you specify this field, then you can also specify the `args`…
298 … core API](https://kubernetes.io/docs/reference/generated/kubernetes-api/v1.18/#container-v1-core).
299 …pecification](https://kubernetes.io/docs/reference/generated/kubernetes-api/v1.18/#envvar-v1-core).
301 …t variables set by AI Platform Prediction](/ai-platform/prediction/docs/custom-container-requireme…
304-registry/docs/overview) and begin with the hostname `{REGION}-docker.pkg.dev`, where `{REGION}` i…
305-platform/prediction/docs/custom-container-requirements#health) to this port. If you do not specif…
306 …ation](https://kubernetes.io/docs/reference/generated/kubernetes-api/v1.18/#containerport-v1-core).
312-platform/prediction/docs/deploying-models) for more information. The total number of files under …
315 …It is strongly suggested that systems make use of the `etag` in the read-modify-write cycle to per…
316 …hapley, and XRAI. [Learn more about feature attributions.](/ai-platform/prediction/docs/ai-explana…
317-Shapley value taking advantage of the model&#x27;s fully differentiable structure. Refer to this …
327runtime version of the model to 1.4 or greater. Do **not** specify a framework if you&#x27;re depl…
328 …cify a version. You can change the default version by calling projects.methods.versions.setDefault.
329 … One or more labels that you can add, to organize your model versions. Each label is a key-value p…
332-platform-unified/docs/reference/rest/v1beta1/projects.locations.models) ID for the last [model mi…
333 …I Platform (Unified)](https://cloud.google.com/ai-platform-unified/docs/start/migrating-to-ai-plat…
335-platform/prediction/docs/machine-types-online-prediction). If this field is not specified and you…
340-engine/docs/tensorflow/custom-prediction-routines) or [scikit-learn pipelines with custom code](/…
343-engine/docs/tensorflow/custom-prediction-routines). If you specify this field, you must set [`run…
344versions are available: * Python &#x27;3.7&#x27; is available when `runtime_version` is set to &#x…
345-response pairs to a BigQuery table. Online prediction requests to a model version and the respons…
349-platform/prediction/docs/custom-container-requirements) for details on how to create your contain…
350-platform/prediction/docs/custom-container-requirements#checks). For example, if you set this fiel…
351versions/VERSION:predict The placeholders in this value are replaced as follows: * MODEL: The name…
353runtime version to use for this deployment. For more information, see the [runtime version list](/…
354 …d. Learn more about [using a custom service account](/ai-platform/prediction/docs/custom-service-a…
361versions of a model. If you expect that a model has many versions, or if you need to handle only a…
365 filter: string, Optional. Specifies the subset of versions to retrieve.
366 …pageSize: integer, Optional. The number of versions to retrieve per &quot;page&quot; of results. I…
370 1 - v1 error format
371 2 - v2 error format
378 &quot;versions&quot;: [ # The list of versions.
379 …l can have multiple versions. You can get information about all of the versions of a given model b…
380Versions. Learn more about [accelerators for training](/ml-engine/docs/using-gpus) and [accelerato…
392-hour as documented in the [pricing guide](/ml-engine/docs/pricing), even if no predictions are pe…
394 …ation](https://kubernetes.io/docs/reference/generated/kubernetes-api/v1.18/#container-v1-core). # …
395-data-application/define-command-argument-container/#notes). If you don&#x27;t specify this field …
398-how-cmd-and-entrypoint-interact). If you specify this field, then you can also specify the `args`…
401 … core API](https://kubernetes.io/docs/reference/generated/kubernetes-api/v1.18/#container-v1-core).
402 …pecification](https://kubernetes.io/docs/reference/generated/kubernetes-api/v1.18/#envvar-v1-core).
404 …t variables set by AI Platform Prediction](/ai-platform/prediction/docs/custom-container-requireme…
407-registry/docs/overview) and begin with the hostname `{REGION}-docker.pkg.dev`, where `{REGION}` i…
408-platform/prediction/docs/custom-container-requirements#health) to this port. If you do not specif…
409 …ation](https://kubernetes.io/docs/reference/generated/kubernetes-api/v1.18/#containerport-v1-core).
415-platform/prediction/docs/deploying-models) for more information. The total number of files under …
418 …It is strongly suggested that systems make use of the `etag` in the read-modify-write cycle to per…
419 …hapley, and XRAI. [Learn more about feature attributions.](/ai-platform/prediction/docs/ai-explana…
420-Shapley value taking advantage of the model&#x27;s fully differentiable structure. Refer to this …
430runtime version of the model to 1.4 or greater. Do **not** specify a framework if you&#x27;re depl…
431 …cify a version. You can change the default version by calling projects.methods.versions.setDefault.
432 … One or more labels that you can add, to organize your model versions. Each label is a key-value p…
435-platform-unified/docs/reference/rest/v1beta1/projects.locations.models) ID for the last [model mi…
436 …I Platform (Unified)](https://cloud.google.com/ai-platform-unified/docs/start/migrating-to-ai-plat…
438-platform/prediction/docs/machine-types-online-prediction). If this field is not specified and you…
443-engine/docs/tensorflow/custom-prediction-routines) or [scikit-learn pipelines with custom code](/…
446-engine/docs/tensorflow/custom-prediction-routines). If you specify this field, you must set [`run…
447versions are available: * Python &#x27;3.7&#x27; is available when `runtime_version` is set to &#x…
448-response pairs to a BigQuery table. Online prediction requests to a model version and the respons…
452-platform/prediction/docs/custom-container-requirements) for details on how to create your contain…
453-platform/prediction/docs/custom-container-requirements#checks). For example, if you set this fiel…
454versions/VERSION:predict The placeholders in this value are replaced as follows: * MODEL: The name…
456runtime version to use for this deployment. For more information, see the [runtime version list](/…
457 …d. Learn more about [using a custom service account](/ai-platform/prediction/docs/custom-service-a…
480 …<pre>Updates the specified Version resource. Currently the only update-able fields are `descriptio…
487 …l can have multiple versions. You can get information about all of the versions of a given model b…
488Versions. Learn more about [accelerators for training](/ml-engine/docs/using-gpus) and [accelerato…
500-hour as documented in the [pricing guide](/ml-engine/docs/pricing), even if no predictions are pe…
502 …ation](https://kubernetes.io/docs/reference/generated/kubernetes-api/v1.18/#container-v1-core). # …
503-data-application/define-command-argument-container/#notes). If you don&#x27;t specify this field …
506-how-cmd-and-entrypoint-interact). If you specify this field, then you can also specify the `args`…
509 … core API](https://kubernetes.io/docs/reference/generated/kubernetes-api/v1.18/#container-v1-core).
510 …pecification](https://kubernetes.io/docs/reference/generated/kubernetes-api/v1.18/#envvar-v1-core).
512 …t variables set by AI Platform Prediction](/ai-platform/prediction/docs/custom-container-requireme…
515-registry/docs/overview) and begin with the hostname `{REGION}-docker.pkg.dev`, where `{REGION}` i…
516-platform/prediction/docs/custom-container-requirements#health) to this port. If you do not specif…
517 …ation](https://kubernetes.io/docs/reference/generated/kubernetes-api/v1.18/#containerport-v1-core).
523-platform/prediction/docs/deploying-models) for more information. The total number of files under …
526 …It is strongly suggested that systems make use of the `etag` in the read-modify-write cycle to per…
527 …hapley, and XRAI. [Learn more about feature attributions.](/ai-platform/prediction/docs/ai-explana…
528-Shapley value taking advantage of the model&#x27;s fully differentiable structure. Refer to this …
538runtime version of the model to 1.4 or greater. Do **not** specify a framework if you&#x27;re depl…
539 …cify a version. You can change the default version by calling projects.methods.versions.setDefault.
540 … One or more labels that you can add, to organize your model versions. Each label is a key-value p…
543-platform-unified/docs/reference/rest/v1beta1/projects.locations.models) ID for the last [model mi…
544 …I Platform (Unified)](https://cloud.google.com/ai-platform-unified/docs/start/migrating-to-ai-plat…
546-platform/prediction/docs/machine-types-online-prediction). If this field is not specified and you…
551-engine/docs/tensorflow/custom-prediction-routines) or [scikit-learn pipelines with custom code](/…
554-engine/docs/tensorflow/custom-prediction-routines). If you specify this field, you must set [`run…
555versions are available: * Python &#x27;3.7&#x27; is available when `runtime_version` is set to &#x…
556-response pairs to a BigQuery table. Online prediction requests to a model version and the respons…
560-platform/prediction/docs/custom-container-requirements) for details on how to create your contain…
561-platform/prediction/docs/custom-container-requirements#checks). For example, if you set this fiel…
562versions/VERSION:predict The placeholders in this value are replaced as follows: * MODEL: The name…
564runtime version to use for this deployment. For more information, see the [runtime version list](/…
565 …d. Learn more about [using a custom service account](/ai-platform/prediction/docs/custom-service-a…
569-empty. For example, to change the description of a version to &quot;foo&quot;, the `update_mask` …
572 1 - v1 error format
573 2 - v2 error format
578 { # This resource represents a long-running operation that is the result of a network API call.
587 …age&quot;: &quot;A String&quot;, # A developer-facing error message, which should be in English. A…
589-specific metadata associated with the operation. It typically contains progress information and c…
592 …&quot;name&quot;: &quot;A String&quot;, # The server-assigned name, which is only unique within th…
604 … for the model. You can get the names of all the versions of a model by calling projects.models.ve…
613 1 - v1 error format
614 2 - v2 error format
619 …l can have multiple versions. You can get information about all of the versions of a given model b…
620Versions. Learn more about [accelerators for training](/ml-engine/docs/using-gpus) and [accelerato…
632-hour as documented in the [pricing guide](/ml-engine/docs/pricing), even if no predictions are pe…
634 …ation](https://kubernetes.io/docs/reference/generated/kubernetes-api/v1.18/#container-v1-core). # …
635-data-application/define-command-argument-container/#notes). If you don&#x27;t specify this field …
638-how-cmd-and-entrypoint-interact). If you specify this field, then you can also specify the `args`…
641 … core API](https://kubernetes.io/docs/reference/generated/kubernetes-api/v1.18/#container-v1-core).
642 …pecification](https://kubernetes.io/docs/reference/generated/kubernetes-api/v1.18/#envvar-v1-core).
644 …t variables set by AI Platform Prediction](/ai-platform/prediction/docs/custom-container-requireme…
647-registry/docs/overview) and begin with the hostname `{REGION}-docker.pkg.dev`, where `{REGION}` i…
648-platform/prediction/docs/custom-container-requirements#health) to this port. If you do not specif…
649 …ation](https://kubernetes.io/docs/reference/generated/kubernetes-api/v1.18/#containerport-v1-core).
655-platform/prediction/docs/deploying-models) for more information. The total number of files under …
658 …It is strongly suggested that systems make use of the `etag` in the read-modify-write cycle to per…
659 …hapley, and XRAI. [Learn more about feature attributions.](/ai-platform/prediction/docs/ai-explana…
660-Shapley value taking advantage of the model&#x27;s fully differentiable structure. Refer to this …
670runtime version of the model to 1.4 or greater. Do **not** specify a framework if you&#x27;re depl…
671 …cify a version. You can change the default version by calling projects.methods.versions.setDefault.
672 … One or more labels that you can add, to organize your model versions. Each label is a key-value p…
675-platform-unified/docs/reference/rest/v1beta1/projects.locations.models) ID for the last [model mi…
676 …I Platform (Unified)](https://cloud.google.com/ai-platform-unified/docs/start/migrating-to-ai-plat…
678-platform/prediction/docs/machine-types-online-prediction). If this field is not specified and you…
683-engine/docs/tensorflow/custom-prediction-routines) or [scikit-learn pipelines with custom code](/…
686-engine/docs/tensorflow/custom-prediction-routines). If you specify this field, you must set [`run…
687versions are available: * Python &#x27;3.7&#x27; is available when `runtime_version` is set to &#x…
688-response pairs to a BigQuery table. Online prediction requests to a model version and the respons…
692-platform/prediction/docs/custom-container-requirements) for details on how to create your contain…
693-platform/prediction/docs/custom-container-requirements#checks). For example, if you set this fiel…
694versions/VERSION:predict The placeholders in this value are replaced as follows: * MODEL: The name…
696runtime version to use for this deployment. For more information, see the [runtime version list](/…
697 …d. Learn more about [using a custom service account](/ai-platform/prediction/docs/custom-service-a…