ml training create

Create a Watson Machine Learning training.

Syntax

cpd-cli ml training create \
[--async] \
[--context=<catalog-project-or-space-id>] \
[--cpd-config=<cpd-config-location>] \
[--cpd-scope=<cpd-config-location>] \
[--custom=<map<key,value>>] \
[--description=<training-description>] \
[--experiment=<resource-reference>] \
[--federated-learning=<technical-preview>] \
[--jmes-query=<jmespath-query>] \
[--name=<training-name>] \
[--output=json|yaml|table] \
[--output-file=<output-file-location>] \
[--pipeline=<resource-reference>] \
--profile=<cpd-configuration-profile-name> \
[--project-id=<cpd-project-id>] \
[--quiet] \
[--raw-output=true|false] \
--results-reference=<training-results> \
[--space-id=<space-identifier>] \
[--tags=<tag1,tag2,...>] \
[--test-data-references=<holdout-or-test-data-set>] \
[--training-data-references=<model-training-data>]\
[--verbose]

Arguments

The ml training create command has no arguments.

Options

Option Description
--async Run the command asynchronously. By default, processing finishes before the command runs.
Status
Optional.
Syntax
--async
Default value
Not applicable.
Valid values
Not
 applicable.
--context Specify the configuration context 
name.
Status
Optional.
Syntax
--context=<catalog-project-or-space-id>
Default value
Not applicable.
Valid values
A valid configuration context name.
--cpd-config The Cloud Pak for Data
configuration location (for example, $HOME/.cpd-cli/config).
Status
Required.
Syntax
--cpd-config=<cpd-config-location>
Default value
No default.
Valid values
A valid Cloud Pak for Data configuration location.
--cpd-scope The Cloud Pak for Data space, project, or catalog scope (for example, cpd://default-context/spaces/7bccdda4-9752-4f37-868e-891de6c48135).
Status
Optional.
Syntax
--cpd-scope=<cpd-config-location>
Default value
No default.
Valid values
A valid Cloud Pak for Data space, project, or catalog scope.
--custom Specify user-defined properties as key-value pairs.
Status
Optional.
Syntax
--custom=<map<key,value>>
Default value
No default.
Valid values
Valid key-value pairs.
--description Specify a training 
description.
Status
Optional.
Syntax
--description=<training-description>
Default value
No default.
Valid values
A valid training description.
--experiment Specify a reference to a resource.
Status
Optional.
Syntax
--experiment=<resource-reference>
Default value
No default.
Valid values
Specify a reference to a resource.
--federated-learning Specify the Federated Learning. The Federated Learning is a technical preview.
Status
Optional.
Syntax
--federated-learning=<technical-preview>
Default value
No default.
Valid values
A valid technical preview.

--help

-h

 Display command help.
Status
Optional.
Syntax
--help
Default value
No default.
Valid values
Not applicable.
--jmes-query Provide a JMESPath query to customize the output.
Status
Optional.
Syntax
--jmes-query=<jmespath-query>
Default value
No default.
Valid values
A valid JMESPath query.
--model-definition Specify the model definition. The 'software_spec' is a reference to a software specification. The 'hardware_spec' is a reference to a hardware specification.
Status
Optional.
Syntax
--model-definition=<model-definition>
Default value
No default.
Valid values
A valid list of model references.
--name Specify a training name.
Status
Optional.
Syntax
--name=<training-name>
Default value
No default.
Valid values
A valid training name.
--output Specify an output format. Valid formats include json, yaml, or text (the default format).
Status
Optional.
Syntax
--output=json|yaml|text
Default value
text
Valid values
json|yaml|text
--output-file Specify a file path where all output is redirected.
Status
Required.
Syntax
--output-file=<output-file-location>
Default value
No default.
Valid values
A valid output file path location.
--pipeline Specify a reference to a resource. The 'hardware_spec' is a reference to the hardware specification. The 'hybrid_pipeline_hardware_specs' reference is used only when training a hybrid pipeline. A hybrid pipeline is used to specify the compute requirements for each pipeline node.
Status
Optional.
Syntax
--pipeline=<resource-reference>
Default value
No default.
Valid values
A valid resource reference.
--profile The profile-name from the Cloud Pak for Data configuration.
Status
Required.
Syntax
--profile=<cpd-configuration-profile-name>
Default value
default
Valid values
Any valid profile name from the Cloud Pak for Data configuration.
--project-id Specify a Cloud Pak for Data project instance that contains the resource.
Status
Optional.
Syntax
--project-id=<cpd-project-id>
Default value
No default.
Valid values
Any valid project ID.
--quiet Suppress verbose messages.
Status
Optional.
Syntax
--quiet
Default value
No default.
Valid values
Not applicable.
--raw-output When set to true, single values in
 JSON output mode are not surrounded by quotes.
Status
Optional.
Syntax
--raw-output=true|false
Default value
false
Valid values
false
Single values in JSON output mode are surrounded by quotes.
true
Single values in JSON output mode are not surrounded by quotes.
--results-reference Specify the training results.
Status
Required.
Syntax
--results-reference=<training-results>
Default value
No default.
Valid values
Specify the training results.
--space-id Specify a space identifier.
Status
Required.
Syntax
--space-id=<space-identifier>
Default value
No default.
Valid values
A valid space identifier.
--tags Specify tags that can be used when searching for resources.
Status
Optional.
Syntax
--tags=<tag1,tag2,...>
Default value
No default.
Valid values
A valid list of comma-separated resource tags.
--test-data-references Specify the holdout or test data sets.
Status
Optional.
Syntax
--test-data-references=<holdout-or-test-data-set>
Default value
No default.
Valid values
A valid holdout or test data set.
--training-data-references Specify the training data that was used to create the model.
Status
Optional.
Syntax
--training-data-references=<model-training-data>
Default value
No default.
Valid values
Specify the training data that was used to create the model.
--verbose Logs include more detailed messages.
Status
Optional.
Syntax
--verbose
Default value
No default.
Valid values
Not applicable.