Resources#

Creation#

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Resources#

hsml.resources.Resources(cores, memory, gpus, **kwargs)

Resource configuration for a predictor or transformer.

Arguments

• cores int: Number of CPUs.
• memory int: Memory (MB) resources.
• gpus int: Number of GPUs.

Returns

Resources. Resource configuration for a predictor or transformer.

Retrieval#

predictor.resources#

Resources allocated for a preditor can be accessed from the predictor metadata object.

predictor.resources

Predictors can be found in the deployment metadata objects (see Predictor Reference). To retrieve a deployment, see the Deployment Reference.

transformer.resources#

Resources allocated for a transformer can be accessed from the transformer metadata object.

transformer.resources

Transformer can be found in the predictor metadata objects (see Predictor Reference).

Properties#

[source]

cores#

Number of CPUs to be allocated per instance

[source]

gpus#

Number of GPUs to be allocated per instance

[source]

memory#

Memory resources to be allocated per instance

Methods#

[source]

describe#

Resources.describe()

Print a description of the resource configuration

[source]

to_dict#

Resources.to_dict()