Xusong Wang | 3405878 | 2019-01-18 17:28:26 -0800 | [diff] [blame] | 1 | /* |
| 2 | * Copyright (C) 2019 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 | |
| 17 | #define LOG_TAG "neuralnetworks_hidl_hal_test" |
| 18 | |
| 19 | #include "VtsHalNeuralnetworks.h" |
| 20 | |
| 21 | #include "Callbacks.h" |
| 22 | #include "GeneratedTestHarness.h" |
| 23 | #include "TestHarness.h" |
| 24 | #include "Utils.h" |
| 25 | |
| 26 | #include <android-base/logging.h> |
| 27 | #include <android/hidl/memory/1.0/IMemory.h> |
| 28 | #include <hidlmemory/mapping.h> |
| 29 | #include <cstdio> |
| 30 | #include <cstdlib> |
| 31 | #include <random> |
| 32 | |
| 33 | #include <gtest/gtest.h> |
| 34 | |
| 35 | namespace android { |
| 36 | namespace hardware { |
| 37 | namespace neuralnetworks { |
| 38 | namespace V1_2 { |
| 39 | namespace vts { |
| 40 | namespace functional { |
| 41 | |
| 42 | using ::android::hardware::neuralnetworks::V1_2::implementation::ExecutionCallback; |
| 43 | using ::android::hardware::neuralnetworks::V1_2::implementation::PreparedModelCallback; |
| 44 | using ::android::nn::allocateSharedMemory; |
| 45 | using ::test_helper::MixedTypedExample; |
| 46 | |
| 47 | namespace { |
| 48 | |
| 49 | // In frameworks/ml/nn/runtime/tests/generated/, creates a hidl model of mobilenet. |
| 50 | #include "examples/mobilenet_224_gender_basic_fixed.example.cpp" |
| 51 | #include "vts_models/mobilenet_224_gender_basic_fixed.model.cpp" |
| 52 | |
| 53 | // Prevent the compiler from complaining about an otherwise unused function. |
| 54 | [[maybe_unused]] auto dummy_createTestModel = createTestModel_dynamic_output_shape; |
| 55 | [[maybe_unused]] auto dummy_get_examples = get_examples_dynamic_output_shape; |
| 56 | |
| 57 | enum class AccessMode { READ_ONLY, WRITE_ONLY }; |
| 58 | |
| 59 | void createCacheHandle(const std::vector<std::string>& files, AccessMode mode, |
| 60 | hidl_handle* handle) { |
| 61 | std::vector<int> fds; |
| 62 | for (const auto& file : files) { |
| 63 | int fd; |
| 64 | if (mode == AccessMode::READ_ONLY) { |
| 65 | fd = open(file.c_str(), O_RDONLY); |
| 66 | } else if (mode == AccessMode::WRITE_ONLY) { |
| 67 | fd = open(file.c_str(), O_WRONLY | O_TRUNC | O_CREAT, S_IRUSR | S_IWUSR); |
| 68 | } else { |
| 69 | FAIL(); |
| 70 | } |
| 71 | ASSERT_GE(fd, 0); |
| 72 | fds.push_back(fd); |
| 73 | } |
| 74 | native_handle_t* cacheNativeHandle = native_handle_create(fds.size(), 0); |
| 75 | ASSERT_NE(cacheNativeHandle, nullptr); |
| 76 | for (uint32_t i = 0; i < fds.size(); i++) { |
| 77 | cacheNativeHandle->data[i] = fds[i]; |
| 78 | } |
| 79 | handle->setTo(cacheNativeHandle, /*shouldOwn=*/true); |
| 80 | } |
| 81 | |
| 82 | } // namespace |
| 83 | |
| 84 | // Tag for the compilation caching tests. |
| 85 | class CompilationCachingTest : public NeuralnetworksHidlTest { |
| 86 | protected: |
| 87 | void SetUp() override { |
| 88 | NeuralnetworksHidlTest::SetUp(); |
| 89 | |
| 90 | // Create cache directory. |
| 91 | char cacheDirTemp[] = "/data/local/tmp/TestCompilationCachingXXXXXX"; |
| 92 | char* cacheDir = mkdtemp(cacheDirTemp); |
| 93 | ASSERT_NE(cacheDir, nullptr); |
| 94 | mCache1 = cacheDir + mCache1; |
| 95 | mCache2 = cacheDir + mCache2; |
| 96 | mCache3 = cacheDir + mCache3; |
| 97 | |
| 98 | // Check if caching is supported. |
| 99 | bool isCachingSupported; |
| 100 | Return<void> ret = device->isCachingSupported( |
| 101 | [&isCachingSupported](ErrorStatus status, bool supported) { |
| 102 | EXPECT_EQ(ErrorStatus::NONE, status); |
| 103 | isCachingSupported = supported; |
| 104 | }); |
| 105 | EXPECT_TRUE(ret.isOk()); |
| 106 | if (isCachingSupported) { |
| 107 | mIsCachingSupported = true; |
| 108 | } else { |
| 109 | LOG(INFO) << "NN VTS: Early termination of test because vendor service does not " |
| 110 | "support compilation caching."; |
| 111 | std::cout << "[ ] Early termination of test because vendor service does not " |
| 112 | "support compilation caching." |
| 113 | << std::endl; |
| 114 | mIsCachingSupported = false; |
| 115 | } |
| 116 | |
| 117 | // Create empty cache files. |
| 118 | hidl_handle handle; |
| 119 | createCacheHandle({mCache1, mCache2, mCache3}, AccessMode::WRITE_ONLY, &handle); |
| 120 | } |
| 121 | |
| 122 | void saveModelToCache(sp<IPreparedModel> preparedModel, const hidl_handle& cache1, |
| 123 | const hidl_handle& cache2, ErrorStatus* status) { |
| 124 | // Save IPreparedModel to cache. |
| 125 | hidl_array<uint8_t, sizeof(mToken)> cacheToken(mToken); |
| 126 | Return<ErrorStatus> saveToCacheStatus = |
| 127 | preparedModel->saveToCache(cache1, cache2, cacheToken); |
| 128 | ASSERT_TRUE(saveToCacheStatus.isOk()); |
| 129 | *status = static_cast<ErrorStatus>(saveToCacheStatus); |
| 130 | } |
| 131 | |
| 132 | bool checkEarlyTermination(ErrorStatus status) { |
| 133 | if (status == ErrorStatus::GENERAL_FAILURE) { |
| 134 | LOG(INFO) << "NN VTS: Early termination of test because vendor service cannot " |
| 135 | "save the prepared model that it does not support."; |
| 136 | std::cout << "[ ] Early termination of test because vendor service cannot " |
| 137 | "save the prepared model that it does not support." |
| 138 | << std::endl; |
| 139 | return true; |
| 140 | } |
| 141 | return false; |
| 142 | } |
| 143 | |
| 144 | void prepareModelFromCache(const hidl_handle& cache1, const hidl_handle& cache2, |
| 145 | sp<IPreparedModel>* preparedModel, ErrorStatus* status) { |
| 146 | // Launch prepare model from cache. |
| 147 | sp<PreparedModelCallback> preparedModelCallback = new PreparedModelCallback(); |
| 148 | ASSERT_NE(nullptr, preparedModelCallback.get()); |
| 149 | hidl_array<uint8_t, sizeof(mToken)> cacheToken(mToken); |
| 150 | Return<ErrorStatus> prepareLaunchStatus = |
| 151 | device->prepareModelFromCache(cache1, cache2, cacheToken, preparedModelCallback); |
| 152 | ASSERT_TRUE(prepareLaunchStatus.isOk()); |
| 153 | if (static_cast<ErrorStatus>(prepareLaunchStatus) != ErrorStatus::NONE) { |
| 154 | *preparedModel = nullptr; |
| 155 | *status = static_cast<ErrorStatus>(prepareLaunchStatus); |
| 156 | return; |
| 157 | } |
| 158 | |
| 159 | // Retrieve prepared model. |
| 160 | preparedModelCallback->wait(); |
| 161 | *status = preparedModelCallback->getStatus(); |
| 162 | *preparedModel = V1_2::IPreparedModel::castFrom(preparedModelCallback->getPreparedModel()) |
| 163 | .withDefault(nullptr); |
| 164 | } |
| 165 | |
| 166 | std::string mCache1 = "/cache1"; |
| 167 | std::string mCache2 = "/cache2"; |
| 168 | std::string mCache3 = "/cache3"; |
| 169 | uint8_t mToken[static_cast<uint32_t>(Constant::BYTE_SIZE_OF_CACHE_TOKEN)] = {}; |
| 170 | bool mIsCachingSupported; |
| 171 | }; |
| 172 | |
| 173 | TEST_F(CompilationCachingTest, CacheSavingAndRetrieval) { |
| 174 | // Create test HIDL model and compile. |
| 175 | Model testModel = createTestModel(); |
| 176 | sp<IPreparedModel> preparedModel = nullptr; |
| 177 | generated_tests::PrepareModel(device, testModel, &preparedModel); |
| 178 | // Terminate early if the driver cannot prepare the model. |
| 179 | if (preparedModel == nullptr) return; |
| 180 | |
| 181 | // Save the compilation to cache. |
| 182 | { |
| 183 | ErrorStatus status; |
| 184 | hidl_handle cache1, cache2; |
| 185 | createCacheHandle({mCache1}, AccessMode::WRITE_ONLY, &cache1); |
| 186 | createCacheHandle({mCache2}, AccessMode::WRITE_ONLY, &cache2); |
| 187 | saveModelToCache(preparedModel, cache1, cache2, &status); |
| 188 | if (!mIsCachingSupported) { |
| 189 | EXPECT_EQ(status, ErrorStatus::GENERAL_FAILURE); |
| 190 | } else { |
| 191 | if (checkEarlyTermination(status)) return; |
| 192 | ASSERT_EQ(status, ErrorStatus::NONE); |
| 193 | } |
| 194 | } |
| 195 | |
| 196 | // Retrieve preparedModel from cache. |
| 197 | { |
| 198 | preparedModel = nullptr; |
| 199 | ErrorStatus status; |
| 200 | hidl_handle cache1, cache2; |
| 201 | createCacheHandle({mCache1}, AccessMode::READ_ONLY, &cache1); |
| 202 | createCacheHandle({mCache2}, AccessMode::READ_ONLY, &cache2); |
| 203 | prepareModelFromCache(cache1, cache2, &preparedModel, &status); |
| 204 | if (!mIsCachingSupported) { |
| 205 | ASSERT_EQ(status, ErrorStatus::GENERAL_FAILURE); |
| 206 | ASSERT_EQ(preparedModel, nullptr); |
| 207 | return; |
| 208 | } else { |
| 209 | ASSERT_EQ(status, ErrorStatus::NONE); |
| 210 | ASSERT_NE(preparedModel, nullptr); |
| 211 | } |
| 212 | } |
| 213 | |
| 214 | // Execute and verify results. |
| 215 | generated_tests::EvaluatePreparedModel(preparedModel, [](int) { return false; }, get_examples(), |
| 216 | testModel.relaxComputationFloat32toFloat16, |
| 217 | /*testDynamicOutputShape=*/false); |
| 218 | } |
| 219 | |
| 220 | TEST_F(CompilationCachingTest, CacheSavingAndRetrievalNonZeroOffset) { |
| 221 | // Create test HIDL model and compile. |
| 222 | Model testModel = createTestModel(); |
| 223 | sp<IPreparedModel> preparedModel = nullptr; |
| 224 | generated_tests::PrepareModel(device, testModel, &preparedModel); |
| 225 | // Terminate early if the driver cannot prepare the model. |
| 226 | if (preparedModel == nullptr) return; |
| 227 | |
| 228 | // Save the compilation to cache. |
| 229 | { |
| 230 | ErrorStatus status; |
| 231 | hidl_handle cache1, cache2; |
| 232 | createCacheHandle({mCache1}, AccessMode::WRITE_ONLY, &cache1); |
| 233 | createCacheHandle({mCache2}, AccessMode::WRITE_ONLY, &cache2); |
| 234 | saveModelToCache(preparedModel, cache1, cache2, &status); |
| 235 | if (!mIsCachingSupported) { |
| 236 | EXPECT_EQ(status, ErrorStatus::GENERAL_FAILURE); |
| 237 | } else { |
| 238 | if (checkEarlyTermination(status)) return; |
| 239 | ASSERT_EQ(status, ErrorStatus::NONE); |
| 240 | } |
| 241 | } |
| 242 | |
| 243 | // Retrieve preparedModel from cache. |
| 244 | { |
| 245 | preparedModel = nullptr; |
| 246 | ErrorStatus status; |
| 247 | hidl_handle cache1, cache2; |
| 248 | createCacheHandle({mCache1}, AccessMode::READ_ONLY, &cache1); |
| 249 | createCacheHandle({mCache2}, AccessMode::READ_ONLY, &cache2); |
| 250 | uint8_t dummyByte = 0; |
| 251 | // Advance offset by one byte. |
| 252 | ASSERT_GE(read(cache1.getNativeHandle()->data[0], &dummyByte, 1), 0); |
| 253 | ASSERT_GE(read(cache2.getNativeHandle()->data[0], &dummyByte, 1), 0); |
| 254 | prepareModelFromCache(cache1, cache2, &preparedModel, &status); |
| 255 | if (!mIsCachingSupported) { |
| 256 | ASSERT_EQ(status, ErrorStatus::GENERAL_FAILURE); |
| 257 | ASSERT_EQ(preparedModel, nullptr); |
| 258 | return; |
| 259 | } else { |
| 260 | ASSERT_EQ(status, ErrorStatus::NONE); |
| 261 | ASSERT_NE(preparedModel, nullptr); |
| 262 | } |
| 263 | } |
| 264 | |
| 265 | // Execute and verify results. |
| 266 | generated_tests::EvaluatePreparedModel(preparedModel, [](int) { return false; }, get_examples(), |
| 267 | testModel.relaxComputationFloat32toFloat16, |
| 268 | /*testDynamicOutputShape=*/false); |
| 269 | } |
| 270 | |
| 271 | TEST_F(CompilationCachingTest, SaveToCacheInvalidNumFd) { |
| 272 | // Create test HIDL model and compile. |
| 273 | Model testModel = createTestModel(); |
| 274 | sp<IPreparedModel> preparedModel = nullptr; |
| 275 | generated_tests::PrepareModel(device, testModel, &preparedModel); |
| 276 | // Terminate early if the driver cannot prepare the model. |
| 277 | if (preparedModel == nullptr) return; |
| 278 | |
| 279 | // cache1 with invalid NumFd. |
| 280 | { |
| 281 | ErrorStatus status; |
| 282 | hidl_handle cache1, cache2; |
| 283 | createCacheHandle({mCache1, mCache3}, AccessMode::WRITE_ONLY, &cache1); |
| 284 | createCacheHandle({mCache2}, AccessMode::WRITE_ONLY, &cache2); |
| 285 | saveModelToCache(preparedModel, cache1, cache2, &status); |
| 286 | if (status != ErrorStatus::GENERAL_FAILURE) { |
| 287 | ASSERT_EQ(status, ErrorStatus::INVALID_ARGUMENT); |
| 288 | } |
| 289 | } |
| 290 | |
| 291 | // cache2 with invalid NumFd. |
| 292 | { |
| 293 | ErrorStatus status; |
| 294 | hidl_handle cache1, cache2; |
| 295 | createCacheHandle({mCache1}, AccessMode::WRITE_ONLY, &cache1); |
| 296 | createCacheHandle({mCache2, mCache3}, AccessMode::WRITE_ONLY, &cache2); |
| 297 | saveModelToCache(preparedModel, cache1, cache2, &status); |
| 298 | if (status != ErrorStatus::GENERAL_FAILURE) { |
| 299 | ASSERT_EQ(status, ErrorStatus::INVALID_ARGUMENT); |
| 300 | } |
| 301 | } |
| 302 | } |
| 303 | |
| 304 | TEST_F(CompilationCachingTest, PrepareModelFromCacheInvalidNumFd) { |
| 305 | // Create test HIDL model and compile. |
| 306 | Model testModel = createTestModel(); |
| 307 | sp<IPreparedModel> preparedModel = nullptr; |
| 308 | generated_tests::PrepareModel(device, testModel, &preparedModel); |
| 309 | // Terminate early if the driver cannot prepare the model. |
| 310 | if (preparedModel == nullptr) return; |
| 311 | |
| 312 | // Save the compilation to cache. |
| 313 | { |
| 314 | ErrorStatus status; |
| 315 | hidl_handle cache1, cache2; |
| 316 | createCacheHandle({mCache1}, AccessMode::WRITE_ONLY, &cache1); |
| 317 | createCacheHandle({mCache2}, AccessMode::WRITE_ONLY, &cache2); |
| 318 | saveModelToCache(preparedModel, cache1, cache2, &status); |
| 319 | if (status != ErrorStatus::GENERAL_FAILURE) { |
| 320 | ASSERT_EQ(status, ErrorStatus::NONE); |
| 321 | } |
| 322 | } |
| 323 | |
| 324 | // cache1 with invalid NumFd. |
| 325 | { |
| 326 | preparedModel = nullptr; |
| 327 | ErrorStatus status; |
| 328 | hidl_handle cache1, cache2; |
| 329 | createCacheHandle({mCache1, mCache3}, AccessMode::READ_ONLY, &cache1); |
| 330 | createCacheHandle({mCache2}, AccessMode::READ_ONLY, &cache2); |
| 331 | prepareModelFromCache(cache1, cache2, &preparedModel, &status); |
| 332 | if (status != ErrorStatus::GENERAL_FAILURE) { |
| 333 | ASSERT_EQ(status, ErrorStatus::INVALID_ARGUMENT); |
| 334 | ASSERT_EQ(preparedModel, nullptr); |
| 335 | } |
| 336 | } |
| 337 | |
| 338 | // cache2 with invalid NumFd. |
| 339 | { |
| 340 | preparedModel = nullptr; |
| 341 | ErrorStatus status; |
| 342 | hidl_handle cache1, cache2; |
| 343 | createCacheHandle({mCache1}, AccessMode::READ_ONLY, &cache1); |
| 344 | createCacheHandle({mCache2, mCache3}, AccessMode::READ_ONLY, &cache2); |
| 345 | prepareModelFromCache(cache1, cache2, &preparedModel, &status); |
| 346 | if (status != ErrorStatus::GENERAL_FAILURE) { |
| 347 | ASSERT_EQ(status, ErrorStatus::INVALID_ARGUMENT); |
| 348 | ASSERT_EQ(preparedModel, nullptr); |
| 349 | } |
| 350 | } |
| 351 | } |
| 352 | |
| 353 | TEST_F(CompilationCachingTest, SaveToCacheInvalidAccessMode) { |
| 354 | // Create test HIDL model and compile. |
| 355 | Model testModel = createTestModel(); |
| 356 | sp<IPreparedModel> preparedModel = nullptr; |
| 357 | generated_tests::PrepareModel(device, testModel, &preparedModel); |
| 358 | // Terminate early if the driver cannot prepare the model. |
| 359 | if (preparedModel == nullptr) return; |
| 360 | |
| 361 | // cache1 with invalid access mode. |
| 362 | { |
| 363 | ErrorStatus status; |
| 364 | hidl_handle cache1, cache2; |
| 365 | createCacheHandle({mCache1}, AccessMode::READ_ONLY, &cache1); |
| 366 | createCacheHandle({mCache2}, AccessMode::WRITE_ONLY, &cache2); |
| 367 | saveModelToCache(preparedModel, cache1, cache2, &status); |
| 368 | ASSERT_EQ(status, ErrorStatus::GENERAL_FAILURE); |
| 369 | } |
| 370 | |
| 371 | // cache2 with invalid access mode. |
| 372 | { |
| 373 | ErrorStatus status; |
| 374 | hidl_handle cache1, cache2; |
| 375 | createCacheHandle({mCache1}, AccessMode::WRITE_ONLY, &cache1); |
| 376 | createCacheHandle({mCache2}, AccessMode::READ_ONLY, &cache2); |
| 377 | saveModelToCache(preparedModel, cache1, cache2, &status); |
| 378 | ASSERT_EQ(status, ErrorStatus::GENERAL_FAILURE); |
| 379 | } |
| 380 | } |
| 381 | |
| 382 | TEST_F(CompilationCachingTest, PrepareModelFromCacheInvalidAccessMode) { |
| 383 | // Create test HIDL model and compile. |
| 384 | Model testModel = createTestModel(); |
| 385 | sp<IPreparedModel> preparedModel = nullptr; |
| 386 | generated_tests::PrepareModel(device, testModel, &preparedModel); |
| 387 | // Terminate early if the driver cannot prepare the model. |
| 388 | if (preparedModel == nullptr) return; |
| 389 | |
| 390 | // Save the compilation to cache. |
| 391 | { |
| 392 | ErrorStatus status; |
| 393 | hidl_handle cache1, cache2; |
| 394 | createCacheHandle({mCache1}, AccessMode::WRITE_ONLY, &cache1); |
| 395 | createCacheHandle({mCache2}, AccessMode::WRITE_ONLY, &cache2); |
| 396 | saveModelToCache(preparedModel, cache1, cache2, &status); |
| 397 | if (status != ErrorStatus::GENERAL_FAILURE) { |
| 398 | ASSERT_EQ(status, ErrorStatus::NONE); |
| 399 | } |
| 400 | } |
| 401 | |
| 402 | // cache1 with invalid access mode. |
| 403 | { |
| 404 | preparedModel = nullptr; |
| 405 | ErrorStatus status; |
| 406 | hidl_handle cache1, cache2; |
| 407 | createCacheHandle({mCache1}, AccessMode::WRITE_ONLY, &cache1); |
| 408 | createCacheHandle({mCache2}, AccessMode::READ_ONLY, &cache2); |
| 409 | prepareModelFromCache(cache1, cache2, &preparedModel, &status); |
| 410 | ASSERT_EQ(status, ErrorStatus::GENERAL_FAILURE); |
| 411 | ASSERT_EQ(preparedModel, nullptr); |
| 412 | } |
| 413 | |
| 414 | // cache2 with invalid access mode. |
| 415 | { |
| 416 | preparedModel = nullptr; |
| 417 | ErrorStatus status; |
| 418 | hidl_handle cache1, cache2; |
| 419 | createCacheHandle({mCache1}, AccessMode::READ_ONLY, &cache1); |
| 420 | createCacheHandle({mCache2}, AccessMode::WRITE_ONLY, &cache2); |
| 421 | prepareModelFromCache(cache1, cache2, &preparedModel, &status); |
| 422 | ASSERT_EQ(status, ErrorStatus::GENERAL_FAILURE); |
| 423 | ASSERT_EQ(preparedModel, nullptr); |
| 424 | } |
| 425 | } |
| 426 | |
| 427 | TEST_F(CompilationCachingTest, SaveToCacheInvalidOffset) { |
| 428 | // Create test HIDL model and compile. |
| 429 | Model testModel = createTestModel(); |
| 430 | sp<IPreparedModel> preparedModel = nullptr; |
| 431 | generated_tests::PrepareModel(device, testModel, &preparedModel); |
| 432 | // Terminate early if the driver cannot prepare the model. |
| 433 | if (preparedModel == nullptr) return; |
| 434 | |
| 435 | // cache1 with invalid file descriptor offset. |
| 436 | { |
| 437 | ErrorStatus status; |
| 438 | hidl_handle cache1, cache2; |
| 439 | createCacheHandle({mCache1}, AccessMode::WRITE_ONLY, &cache1); |
| 440 | createCacheHandle({mCache2}, AccessMode::WRITE_ONLY, &cache2); |
| 441 | uint8_t dummyByte = 0; |
| 442 | // Advance offset by one byte. |
| 443 | ASSERT_EQ(write(cache1.getNativeHandle()->data[0], &dummyByte, 1), 1); |
| 444 | saveModelToCache(preparedModel, cache1, cache2, &status); |
| 445 | ASSERT_EQ(status, ErrorStatus::GENERAL_FAILURE); |
| 446 | } |
| 447 | |
| 448 | // cache2 with invalid file descriptor offset. |
| 449 | { |
| 450 | ErrorStatus status; |
| 451 | hidl_handle cache1, cache2; |
| 452 | createCacheHandle({mCache1}, AccessMode::WRITE_ONLY, &cache1); |
| 453 | createCacheHandle({mCache2}, AccessMode::WRITE_ONLY, &cache2); |
| 454 | uint8_t dummyByte = 0; |
| 455 | // Advance offset by one byte. |
| 456 | ASSERT_EQ(write(cache2.getNativeHandle()->data[0], &dummyByte, 1), 1); |
| 457 | saveModelToCache(preparedModel, cache1, cache2, &status); |
| 458 | ASSERT_EQ(status, ErrorStatus::GENERAL_FAILURE); |
| 459 | } |
| 460 | } |
| 461 | |
| 462 | TEST_F(CompilationCachingTest, SaveToCacheInvalidFileSize) { |
| 463 | // Create test HIDL model and compile. |
| 464 | Model testModel = createTestModel(); |
| 465 | sp<IPreparedModel> preparedModel = nullptr; |
| 466 | generated_tests::PrepareModel(device, testModel, &preparedModel); |
| 467 | // Terminate early if the driver cannot prepare the model. |
| 468 | if (preparedModel == nullptr) return; |
| 469 | |
| 470 | // cache1 with invalid file size. |
| 471 | { |
| 472 | ErrorStatus status; |
| 473 | hidl_handle cache1, cache2; |
| 474 | createCacheHandle({mCache1}, AccessMode::WRITE_ONLY, &cache1); |
| 475 | createCacheHandle({mCache2}, AccessMode::WRITE_ONLY, &cache2); |
| 476 | uint8_t dummyByte = 0; |
| 477 | // Write one byte and seek back to the beginning. |
| 478 | ASSERT_EQ(write(cache1.getNativeHandle()->data[0], &dummyByte, 1), 1); |
| 479 | ASSERT_EQ(lseek(cache1.getNativeHandle()->data[0], 0, SEEK_SET), 0); |
| 480 | saveModelToCache(preparedModel, cache1, cache2, &status); |
| 481 | ASSERT_EQ(status, ErrorStatus::GENERAL_FAILURE); |
| 482 | } |
| 483 | |
| 484 | // cache2 with invalid file size. |
| 485 | { |
| 486 | ErrorStatus status; |
| 487 | hidl_handle cache1, cache2; |
| 488 | createCacheHandle({mCache1}, AccessMode::WRITE_ONLY, &cache1); |
| 489 | createCacheHandle({mCache2}, AccessMode::WRITE_ONLY, &cache2); |
| 490 | uint8_t dummyByte = 0; |
| 491 | // Write one byte and seek back to the beginning. |
| 492 | ASSERT_EQ(write(cache2.getNativeHandle()->data[0], &dummyByte, 1), 1); |
| 493 | ASSERT_EQ(lseek(cache2.getNativeHandle()->data[0], 0, SEEK_SET), 0); |
| 494 | saveModelToCache(preparedModel, cache1, cache2, &status); |
| 495 | ASSERT_EQ(status, ErrorStatus::GENERAL_FAILURE); |
| 496 | } |
| 497 | } |
| 498 | |
| 499 | class CompilationCachingSecurityTest : public CompilationCachingTest, |
| 500 | public ::testing::WithParamInterface<uint32_t> { |
| 501 | protected: |
| 502 | void SetUp() { |
| 503 | CompilationCachingTest::SetUp(); |
| 504 | generator.seed(kSeed); |
| 505 | } |
| 506 | |
| 507 | // Get a random integer within a closed range [lower, upper]. |
| 508 | template <typename T> |
| 509 | T getRandomInt(T lower, T upper) { |
| 510 | std::uniform_int_distribution<T> dis(lower, upper); |
| 511 | return dis(generator); |
| 512 | } |
| 513 | |
| 514 | const uint32_t kSeed = GetParam(); |
| 515 | std::mt19937 generator; |
| 516 | }; |
| 517 | |
| 518 | TEST_P(CompilationCachingSecurityTest, CorruptedSecuritySensitiveCache) { |
| 519 | if (!mIsCachingSupported) return; |
| 520 | |
| 521 | // Create test HIDL model and compile. |
| 522 | Model testModel = createTestModel(); |
| 523 | sp<IPreparedModel> preparedModel = nullptr; |
| 524 | generated_tests::PrepareModel(device, testModel, &preparedModel); |
| 525 | // Terminate early if the driver cannot prepare the model. |
| 526 | if (preparedModel == nullptr) return; |
| 527 | |
| 528 | // Save the compilation to cache. |
| 529 | { |
| 530 | ErrorStatus status; |
| 531 | hidl_handle cache1, cache2; |
| 532 | createCacheHandle({mCache1}, AccessMode::WRITE_ONLY, &cache1); |
| 533 | createCacheHandle({mCache2}, AccessMode::WRITE_ONLY, &cache2); |
| 534 | saveModelToCache(preparedModel, cache1, cache2, &status); |
| 535 | if (checkEarlyTermination(status)) return; |
| 536 | ASSERT_EQ(status, ErrorStatus::NONE); |
| 537 | } |
| 538 | |
| 539 | // Randomly flip one single bit of the cache entry. |
| 540 | FILE* pFile = fopen(mCache1.c_str(), "r+"); |
| 541 | ASSERT_EQ(fseek(pFile, 0, SEEK_END), 0); |
| 542 | long int fileSize = ftell(pFile); |
| 543 | ASSERT_GT(fileSize, 0); |
| 544 | ASSERT_EQ(fseek(pFile, getRandomInt(0l, fileSize - 1), SEEK_SET), 0); |
| 545 | int readByte = fgetc(pFile); |
| 546 | ASSERT_NE(readByte, EOF); |
| 547 | ASSERT_EQ(fseek(pFile, -1, SEEK_CUR), 0); |
| 548 | ASSERT_NE(fputc(static_cast<uint8_t>(readByte) ^ (1U << getRandomInt(0, 7)), pFile), EOF); |
| 549 | fclose(pFile); |
| 550 | |
| 551 | // Retrieve preparedModel from cache, expect failure. |
| 552 | { |
| 553 | preparedModel = nullptr; |
| 554 | ErrorStatus status; |
| 555 | hidl_handle cache1, cache2; |
| 556 | createCacheHandle({mCache1}, AccessMode::READ_ONLY, &cache1); |
| 557 | createCacheHandle({mCache2}, AccessMode::READ_ONLY, &cache2); |
| 558 | prepareModelFromCache(cache1, cache2, &preparedModel, &status); |
| 559 | ASSERT_EQ(status, ErrorStatus::GENERAL_FAILURE); |
| 560 | ASSERT_EQ(preparedModel, nullptr); |
| 561 | } |
| 562 | } |
| 563 | |
| 564 | TEST_P(CompilationCachingSecurityTest, WrongLengthSecuritySensitiveCache) { |
| 565 | if (!mIsCachingSupported) return; |
| 566 | |
| 567 | // Create test HIDL model and compile. |
| 568 | Model testModel = createTestModel(); |
| 569 | sp<IPreparedModel> preparedModel = nullptr; |
| 570 | generated_tests::PrepareModel(device, testModel, &preparedModel); |
| 571 | // Terminate early if the driver cannot prepare the model. |
| 572 | if (preparedModel == nullptr) return; |
| 573 | |
| 574 | // Save the compilation to cache. |
| 575 | { |
| 576 | ErrorStatus status; |
| 577 | hidl_handle cache1, cache2; |
| 578 | createCacheHandle({mCache1}, AccessMode::WRITE_ONLY, &cache1); |
| 579 | createCacheHandle({mCache2}, AccessMode::WRITE_ONLY, &cache2); |
| 580 | saveModelToCache(preparedModel, cache1, cache2, &status); |
| 581 | if (checkEarlyTermination(status)) return; |
| 582 | ASSERT_EQ(status, ErrorStatus::NONE); |
| 583 | } |
| 584 | |
| 585 | // Randomly append bytes to the cache entry. |
| 586 | FILE* pFile = fopen(mCache1.c_str(), "a"); |
| 587 | uint32_t appendLength = getRandomInt(1, 256); |
| 588 | for (uint32_t i = 0; i < appendLength; i++) { |
| 589 | ASSERT_NE(fputc(getRandomInt<uint8_t>(0, 255), pFile), EOF); |
| 590 | } |
| 591 | fclose(pFile); |
| 592 | |
| 593 | // Retrieve preparedModel from cache, expect failure. |
| 594 | { |
| 595 | preparedModel = nullptr; |
| 596 | ErrorStatus status; |
| 597 | hidl_handle cache1, cache2; |
| 598 | createCacheHandle({mCache1}, AccessMode::READ_ONLY, &cache1); |
| 599 | createCacheHandle({mCache2}, AccessMode::READ_ONLY, &cache2); |
| 600 | prepareModelFromCache(cache1, cache2, &preparedModel, &status); |
| 601 | ASSERT_EQ(status, ErrorStatus::GENERAL_FAILURE); |
| 602 | ASSERT_EQ(preparedModel, nullptr); |
| 603 | } |
| 604 | } |
| 605 | |
| 606 | TEST_P(CompilationCachingSecurityTest, WrongToken) { |
| 607 | if (!mIsCachingSupported) return; |
| 608 | |
| 609 | // Create test HIDL model and compile. |
| 610 | Model testModel = createTestModel(); |
| 611 | sp<IPreparedModel> preparedModel = nullptr; |
| 612 | generated_tests::PrepareModel(device, testModel, &preparedModel); |
| 613 | // Terminate early if the driver cannot prepare the model. |
| 614 | if (preparedModel == nullptr) return; |
| 615 | |
| 616 | // Save the compilation to cache. |
| 617 | { |
| 618 | ErrorStatus status; |
| 619 | hidl_handle cache1, cache2; |
| 620 | createCacheHandle({mCache1}, AccessMode::WRITE_ONLY, &cache1); |
| 621 | createCacheHandle({mCache2}, AccessMode::WRITE_ONLY, &cache2); |
| 622 | saveModelToCache(preparedModel, cache1, cache2, &status); |
| 623 | if (checkEarlyTermination(status)) return; |
| 624 | ASSERT_EQ(status, ErrorStatus::NONE); |
| 625 | } |
| 626 | |
| 627 | // Randomly flip one single bit in mToken. |
| 628 | uint32_t ind = getRandomInt(0u, static_cast<uint32_t>(Constant::BYTE_SIZE_OF_CACHE_TOKEN) - 1); |
| 629 | mToken[ind] ^= (1U << getRandomInt(0, 7)); |
| 630 | |
| 631 | // Retrieve the preparedModel from cache, expect failure. |
| 632 | { |
| 633 | preparedModel = nullptr; |
| 634 | ErrorStatus status; |
| 635 | hidl_handle cache1, cache2; |
| 636 | createCacheHandle({mCache1}, AccessMode::READ_ONLY, &cache1); |
| 637 | createCacheHandle({mCache2}, AccessMode::READ_ONLY, &cache2); |
| 638 | prepareModelFromCache(cache1, cache2, &preparedModel, &status); |
| 639 | ASSERT_EQ(status, ErrorStatus::GENERAL_FAILURE); |
| 640 | ASSERT_EQ(preparedModel, nullptr); |
| 641 | } |
| 642 | } |
| 643 | |
| 644 | INSTANTIATE_TEST_CASE_P(TestCompilationCaching, CompilationCachingSecurityTest, |
| 645 | ::testing::Range(0U, 10U)); |
| 646 | |
| 647 | } // namespace functional |
| 648 | } // namespace vts |
| 649 | } // namespace V1_2 |
| 650 | } // namespace neuralnetworks |
| 651 | } // namespace hardware |
| 652 | } // namespace android |