Resources

Creation

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Resources

hsml.resources.Resources(cores=None, memory=None, gpus=None)

Resource configuration for a predictor or transformer.

Arguments

• cores Optional[int]: Number of CPUs. The default value is 1 CPUs.
• memory Optional[int]: Memory resources. The default value is 1024Mb.
• gpus Optional[int]: Number of GPUs. The default value is 0 GPUs.

Returns

Resources. Resource configuration for a predictor or transformer.

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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

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cores

Number of CPUs to be allocated per instance

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gpus

Number of GPUs to be allocated per instance

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memory

Memory resources to be allocated per instance

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Methods

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describe

Resources.describe()

Print a description of the resource configuration

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to_dict

Resources.to_dict()

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