src/com/android/nn/benchmark/core/InferenceInOut.java

/*
 * Copyright (C) 2018 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 com.android.nn.benchmark.core;

import java.nio.ByteBuffer;

/** Input and expected output pair for inference benchmark */
public class InferenceInOut {
    // TODO: Support multiple inputs/outputs

    // Input can be passed either directly as a byte array or indirectly through
    // the input creator. This is needed to pass datasets that can not fit into
    // memory at once.
    public byte[] mInput;
    public byte[][] mExpectedOutputs;
    public int  mExpectedClass;
    public InputCreatorInterface mInputCreator;

    public interface InputCreatorInterface {
        public abstract void createInput(ByteBuffer buffer);
    }

    public InferenceInOut(byte[] input, byte[][] expectedOutputs, int expectedClass) {
        mInput = input;
        mExpectedOutputs = expectedOutputs;
        mExpectedClass = expectedClass;
        mInputCreator = null;
    }
    public InferenceInOut(InputCreatorInterface inputCreator, byte[][] expectedOutputs,
                          int expectedClass) {
        mInput = null;
        mExpectedOutputs = expectedOutputs;
        mExpectedClass = expectedClass;
        mInputCreator = inputCreator;
    }
}