accel package

Accelerate deep neural networks on FPGAs with the Azure ML Hardware Accelerated Models Service.

Packages

models

Python representation of models accelerated with the Azure ML Hardware Accelerated Models Service.

Classes

AccelImageConfiguration

Container image configuration object for accel services.

AccelContainerImage

Accel models container image representing a package that can be deployed with hardware acceleration.

AccelOnnxConverter

Class for converting models to AccelOnnx flavor.

PredictionClient

Scoring client for AzureML accelerated models.

AccelInferenceConfig

Model deployment config specific to accel model deployments.

Will either:

  1. Deploy a converted model if it's passed one.

  2. Deploy a previously converted model version of the model passed, if one exists.

  3. Convert the passed model and deploy the converted model.

Functions

client_from_service(webservice: azureml.core.webservice.aks.AksWebservice) -> azureml.accel._client.PredictionClient

client_from_service(webservice: azureml.core.webservice.aks.AksWebservice) -> azureml.accel._client.PredictionClient