| /* |
| * 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.util.List; |
| import java.util.ArrayList; |
| import java.util.Collections; |
| |
| /** Information about available benchmarking models */ |
| public class TestModels { |
| /** Entry for a single benchmarking model */ |
| public static class TestModelEntry { |
| /** Unique model name, used to find benchmark data */ |
| public final String mModelName; |
| |
| /** Expected inference performance in seconds */ |
| public final float mBaselineSec; |
| |
| /** Shape of input data */ |
| public final int[] mInputShape; |
| |
| /** File pair asset input/output pairs */ |
| public final InferenceInOutSequence.FromAssets[] mInOutAssets; |
| |
| /** Dataset inputs */ |
| public final InferenceInOutSequence.FromDataset[] mInOutDatasets; |
| |
| /** Readable name for test output */ |
| public final String mTestName; |
| |
| /** Name of model file, so that the same file can be reused */ |
| public final String mModelFile; |
| |
| /** The evaluator to use for validating the results. */ |
| public final EvaluatorConfig mEvaluator; |
| |
| /** Min SDK version that the model can run on. */ |
| public final int mMinSdkVersion; |
| |
| public TestModelEntry(String modelName, float baselineSec, int[] inputShape, |
| InferenceInOutSequence.FromAssets[] inOutAssets, |
| InferenceInOutSequence.FromDataset[] inOutDatasets, |
| String testName, String modelFile, EvaluatorConfig evaluator, |
| int minSdkVersion) { |
| mModelName = modelName; |
| mBaselineSec = baselineSec; |
| mInputShape = inputShape; |
| mInOutAssets = inOutAssets; |
| mInOutDatasets = inOutDatasets; |
| mTestName = testName; |
| mModelFile = modelFile; |
| mEvaluator = evaluator; |
| mMinSdkVersion = minSdkVersion; |
| } |
| |
| public NNTestBase createNNTestBase() { |
| return new NNTestBase(mModelName, mModelFile, mInputShape, mInOutAssets, mInOutDatasets, |
| mEvaluator, mMinSdkVersion); |
| } |
| |
| public NNTestBase createNNTestBase(boolean useNNApi, boolean enableIntermediateTensorsDump) { |
| NNTestBase test = createNNTestBase(); |
| test.useNNApi(useNNApi); |
| test.enableIntermediateTensorsDump(enableIntermediateTensorsDump); |
| return test; |
| } |
| |
| public String toString() { |
| return mModelName; |
| } |
| |
| public String getTestName() { |
| return mTestName; |
| } |
| } |
| |
| static private List<TestModelEntry> sTestModelEntryList = new ArrayList<>(); |
| static private volatile boolean sTestModelEntryListFrozen = false; |
| |
| /** Add new benchmark model. */ |
| static public void registerModel(TestModelEntry model) { |
| if (sTestModelEntryListFrozen) { |
| throw new IllegalStateException("Can't register new models after its list is frozen"); |
| } |
| sTestModelEntryList.add(model); |
| } |
| |
| /** Fetch list of test models. |
| * |
| * If this method was called at least once, then it's impossible to register new models. |
| */ |
| static public List<TestModelEntry> modelsList() { |
| if (!sTestModelEntryListFrozen) { |
| // If this method was called once, make models list unmodifiable |
| synchronized (TestModels.class) { |
| if (!sTestModelEntryListFrozen) { |
| sTestModelEntryList = Collections.unmodifiableList(sTestModelEntryList); |
| sTestModelEntryListFrozen = true; |
| } |
| } |
| } |
| return sTestModelEntryList; |
| } |
| |
| /** Fetch model by its name. */ |
| static public TestModelEntry getModelByName(String name) { |
| for (TestModelEntry testModelEntry : modelsList()) { |
| if (testModelEntry.mModelName.equals(name)) { |
| return testModelEntry; |
| } |
| } |
| throw new IllegalArgumentException("Unknown TestModelEntry named " + name); |
| } |
| } |