1/* 2 * Copyright (C) 2017 The Android Open Source Project 3 * 4 * Licensed under the Apache License, Version 2.0 (the "License"); 5 * you may not use this file except in compliance with the License. 6 * You may obtain a copy of the License at 7 * 8 * http://www.apache.org/licenses/LICENSE-2.0 9 * 10 * Unless required by applicable law or agreed to in writing, software 11 * distributed under the License is distributed on an "AS IS" BASIS, 12 * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. 13 * See the License for the specific language governing permissions and 14 * limitations under the License. 15 */ 16 17package android.hardware.neuralnetworks@1.0; 18 19import IPreparedModelCallback; 20 21/** 22 * This interface represents a device driver. 23 */ 24interface IDevice { 25 /** 26 * Gets the capabilities of a driver. 27 * 28 * @return status Error status of the call, must be: 29 * - NONE if successful 30 * - DEVICE_UNAVAILABLE if driver is offline or busy 31 * - GENERAL_FAILURE if there is an unspecified error 32 * @return capabilities Capabilities of the driver. 33 */ 34 getCapabilities() generates (ErrorStatus status, Capabilities capabilities); 35 36 /** 37 * Gets the supported operations in a model. 38 * 39 * getSupportedOperations indicates which operations of a model are fully 40 * supported by the vendor driver. If an operation may not be supported for 41 * any reason, getSupportedOperations must return false for that operation. 42 * 43 * @param model A model whose operations--and their corresponding 44 * operands--are to be verified by the driver. 45 * @return status Error status of the call, must be: 46 * - NONE if successful 47 * - DEVICE_UNAVAILABLE if driver is offline or busy 48 * - GENERAL_FAILURE if there is an unspecified error 49 * - INVALID_ARGUMENT if provided model is invalid 50 * @return supportedOperations A list of supported operations, where true 51 * indicates the operation is supported and 52 * false indicates the operation is not 53 * supported. The index of "supported" 54 * corresponds with the index of the operation 55 * it is describing. 56 */ 57 getSupportedOperations(Model model) 58 generates (ErrorStatus status, vec<bool> supportedOperations); 59 60 /** 61 * Creates a prepared model for execution. 62 * 63 * prepareModel is used to make any necessary transformations or alternative 64 * representations to a model for execution, possiblly including 65 * transformations on the constant data, optimization on the model's graph, 66 * or compilation into the device's native binary format. The model itself 67 * is not changed. 68 * 69 * The model is prepared asynchronously with respect to the caller. The 70 * prepareModel function must verify the inputs to the prepareModel function 71 * are correct. If there is an error, prepareModel must immediately invoke 72 * the callback with the appropriate ErrorStatus value and nullptr for the 73 * IPreparedModel, then return with the same ErrorStatus. If the inputs to 74 * the prepareModel function are valid and there is no error, prepareModel 75 * must launch an asynchronous task to prepare the model in the background, 76 * and immediately return from prepareModel with ErrorStatus::NONE. If the 77 * asynchronous task fails to launch, prepareModel must immediately invoke 78 * the callback with ErrorStatus::GENERAL_FAILURE and nullptr for the 79 * IPreparedModel, then return with ErrorStatus::GENERAL_FAILURE. 80 * 81 * When the asynchronous task has finished preparing the model, it must 82 * immediately invoke the callback function provided as an input to 83 * prepareModel. If the model was prepared successfully, the callback object 84 * must be invoked with an error status of ErrorStatus::NONE and the 85 * produced IPreparedModel object. If an error occurred preparing the model, 86 * the callback object must be invoked with the appropriate ErrorStatus 87 * value and nullptr for the IPreparedModel. 88 * 89 * The only information that may be unknown to the model at this stage is 90 * the shape of the tensors, which may only be known at execution time. As 91 * such, some driver services may return partially prepared models, where 92 * the prepared model can only be finished when it is paired with a set of 93 * inputs to the model. Note that the same prepared model object can be 94 * used with different shapes of inputs on different (possibly concurrent) 95 * executions. 96 * 97 * Multiple threads can call prepareModel on the same model concurrently. 98 * 99 * @param model The model to be prepared for execution. 100 * @param callback A callback object used to return the error status of 101 * preparing the model for execution and the prepared model 102 * if successful, nullptr otherwise. The callback object's 103 * notify function must be called exactly once, even if the 104 * model could not be prepared. 105 * @return status Error status of launching a task which prepares the model 106 * in the background; must be: 107 * - NONE if preparation task is successfully launched 108 * - DEVICE_UNAVAILABLE if driver is offline or busy 109 * - GENERAL_FAILURE if there is an unspecified error 110 * - INVALID_ARGUMENT if one of the input arguments is 111 * invalid 112 */ 113 prepareModel(Model model, IPreparedModelCallback callback) 114 generates (ErrorStatus status); 115 116 /** 117 * Returns the current status of a driver. 118 * 119 * @return status Status of the driver, one of: 120 * - DeviceStatus::AVAILABLE 121 * - DeviceStatus::BUSY 122 * - DeviceStatus::OFFLINE 123 * - DeviceStatus::UNKNOWN 124 */ 125 getStatus() generates (DeviceStatus status); 126}; 127