/* * Copyright (C) 2017 The Android Open Source Project * * Licensed under the Apache License, Version 2.0 (the "License"); * you may not use this file except in compliance with the License. * You may obtain a copy of the License at * * http://www.apache.org/licenses/LICENSE-2.0 * * Unless required by applicable law or agreed to in writing, software * distributed under the License is distributed on an "AS IS" BASIS, * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. * See the License for the specific language governing permissions and * limitations under the License. */ package android.hardware.neuralnetworks@1.0; import IPreparedModelCallback; /** * This interface represents a device driver. */ interface IDevice { /** * Gets the capabilities of a driver. * * @return status Error status of the call, must be: * - NONE if successful * - DEVICE_UNAVAILABLE if driver is offline or busy * - GENERAL_FAILURE if there is an unspecified error * @return capabilities Capabilities of the driver. */ getCapabilities() generates (ErrorStatus status, Capabilities capabilities); /** * Gets the supported operations in a model. * * getSupportedOperations indicates which operations of a model are fully * supported by the vendor driver. If an operation may not be supported for * any reason, getSupportedOperations must return false for that operation. * * @param model A model whose operations--and their corresponding * operands--are to be verified by the driver. * @return status Error status of the call, must be: * - NONE if successful * - DEVICE_UNAVAILABLE if driver is offline or busy * - GENERAL_FAILURE if there is an unspecified error * - INVALID_ARGUMENT if provided model is invalid * @return supportedOperations A list of supported operations, where true * indicates the operation is supported and * false indicates the operation is not * supported. The index of "supported" * corresponds with the index of the operation * it is describing. */ getSupportedOperations(Model model) generates (ErrorStatus status, vec<bool> supportedOperations); /** * Creates a prepared model for execution. * * prepareModel is used to make any necessary transformations or alternative * representations to a model for execution, possiblly including * transformations on the constant data, optimization on the model's graph, * or compilation into the device's native binary format. The model itself * is not changed. * * The model is prepared asynchronously with respect to the caller. The * prepareModel function must verify the inputs to the prepareModel function * are correct. If there is an error, prepareModel must immediately invoke * the callback with the appropriate ErrorStatus value and nullptr for the * IPreparedModel, then return with the same ErrorStatus. If the inputs to * the prepareModel function are valid and there is no error, prepareModel * must launch an asynchronous task to prepare the model in the background, * and immediately return from prepareModel with ErrorStatus::NONE. If the * asynchronous task fails to launch, prepareModel must immediately invoke * the callback with ErrorStatus::GENERAL_FAILURE and nullptr for the * IPreparedModel, then return with ErrorStatus::GENERAL_FAILURE. * * When the asynchronous task has finished preparing the model, it must * immediately invoke the callback function provided as an input to * prepareModel. If the model was prepared successfully, the callback object * must be invoked with an error status of ErrorStatus::NONE and the * produced IPreparedModel object. If an error occurred preparing the model, * the callback object must be invoked with the appropriate ErrorStatus * value and nullptr for the IPreparedModel. * * The only information that may be unknown to the model at this stage is * the shape of the tensors, which may only be known at execution time. As * such, some driver services may return partially prepared models, where * the prepared model can only be finished when it is paired with a set of * inputs to the model. Note that the same prepared model object can be * used with different shapes of inputs on different (possibly concurrent) * executions. * * Multiple threads can call prepareModel on the same model concurrently. * * @param model The model to be prepared for execution. * @param callback A callback object used to return the error status of * preparing the model for execution and the prepared model * if successful, nullptr otherwise. The callback object's * notify function must be called exactly once, even if the * model could not be prepared. * @return status Error status of launching a task which prepares the model * in the background; must be: * - NONE if preparation task is successfully launched * - DEVICE_UNAVAILABLE if driver is offline or busy * - GENERAL_FAILURE if there is an unspecified error * - INVALID_ARGUMENT if one of the input arguments is * invalid */ prepareModel(Model model, IPreparedModelCallback callback) generates (ErrorStatus status); /** * Returns the current status of a driver. * * @return status Status of the driver, one of: * - DeviceStatus::AVAILABLE * - DeviceStatus::BUSY * - DeviceStatus::OFFLINE * - DeviceStatus::UNKNOWN */ getStatus() generates (DeviceStatus status); };