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[onert-micro] Add CheckpointsHandler tests
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This pr adds unit tests to check CheckpointsSaver and CheckpointsLoader handlers.

ONE-DCO-1.0-Signed-off-by: Artem Balyshev <[email protected]>
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Artem Balyshev committed Jun 20, 2024
1 parent 506f7b4 commit 0624e31
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77 changes: 77 additions & 0 deletions onert-micro/onert-micro/include/train/tests/models/checkoint_simple_example_model.h
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/*
* Copyright (c) 2024 Samsung Electronics Co., Ltd. All Rights Reserved
*
* 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.
*/

#ifndef ONERT_MICRO_TRAIN_TESTS_MODELS_CHECKPOINT_SIMPLE_EXAMPLE_MODEL_H
#define ONERT_MICRO_TRAIN_TESTS_MODELS_CHECKPOINT_SIMPLE_EXAMPLE_MODEL_H

#include <vector>
#include <cstring>

namespace onert_micro
{
namespace train
{
namespace test
{
namespace models
{

unsigned char checkpoint_simple_example_model_data[] = {
0x18, 0x00, 0x00, 0x00, 0x43, 0x49, 0x52, 0x30, 0x00, 0x00, 0x0e, 0x00, 0x14, 0x00, 0x00, 0x00,
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0x53, 0xb4, 0x05, 0x3f, 0x5f, 0x52, 0x80, 0xbe, 0xea, 0xe9, 0xc6, 0x3e, 0xa1, 0x01, 0x96, 0xbf,
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0xa2, 0x01, 0x35, 0xbe, 0xac, 0x06, 0x1f, 0x3f, 0x29, 0x81, 0x14, 0xc0, 0xa9, 0x0b, 0xd7, 0x3f,
0xcd, 0x58, 0xd5, 0x3f, 0x5d, 0x9d, 0xb8, 0x3f, 0x3e, 0xe8, 0x1e, 0xbe, 0x2d, 0xaa, 0xe0, 0xbf,
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0x74, 0x65, 0x32, 0x63, 0x69, 0x72, 0x63, 0x6c, 0x65, 0x00, 0x00, 0x00};
unsigned int checkpoint_simple_example_model_size = 588;

} // namespace models
} // namespace test
} // namespace train
} // namespace onert_micro

#endif // ONERT_MICRO_TRAIN_TESTS_MODELS_CHECKPOINT_SIMPLE_EXAMPLE_MODEL_H
57 changes: 57 additions & 0 deletions onert-micro/onert-micro/include/train/tests/models/saved_checkpoint_example.h
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/*
* Copyright (c) 2024 Samsung Electronics Co., Ltd. All Rights Reserved
*
* 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.
*/

#ifndef ONERT_MICRO_TRAIN_TESTS_MODELS_SAVED_CHECKPOINT_EXAMPLE_H
#define ONERT_MICRO_TRAIN_TESTS_MODELS_SAVED_CHECKPOINT_EXAMPLE_H

#include <vector>
#include <cstring>

namespace onert_micro
{
namespace train
{
namespace test
{
namespace models
{

unsigned char saved_checkpoint_example[] = {
0xad, 0x01, 0x01, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x64, 0x00, 0x00, 0x00,
0x04, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x24, 0x00, 0x00, 0x00, 0x54, 0x00, 0x00, 0x00,
0x00, 0x00, 0x00, 0x00, 0xfa, 0x82, 0xe5, 0xbf, 0xbd, 0xb5, 0x33, 0xbf, 0x48, 0x23, 0x30, 0xbe,
0xa2, 0x01, 0x35, 0xbe, 0xac, 0x06, 0x1f, 0x3f, 0x29, 0x81, 0x14, 0xc0, 0xa9, 0x0b, 0xd7, 0x3f,
0xcd, 0x58, 0xd5, 0x3f, 0x5d, 0x9d, 0xb8, 0x3f, 0x3e, 0xe8, 0x1e, 0xbe, 0x2d, 0xaa, 0xe0, 0xbf,
0x56, 0x65, 0x26, 0xbf, 0x53, 0xb4, 0x05, 0x3f, 0x5f, 0x52, 0x80, 0xbe, 0xea, 0xe9, 0xc6, 0x3e,
0xa1, 0x01, 0x96, 0xbf, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00};

unsigned char saved_checkpoint_example_with_wrong_magic_num[] = {
0x01, 0x00, 0x01, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x64, 0x00, 0x00, 0x00,
0x04, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x24, 0x00, 0x00, 0x00, 0x54, 0x00, 0x00, 0x00,
0x00, 0x00, 0x00, 0x00, 0xfa, 0x82, 0xe5, 0xbf, 0xbd, 0xb5, 0x33, 0xbf, 0x48, 0x23, 0x30, 0xbe,
0xa2, 0x01, 0x35, 0xbe, 0xac, 0x06, 0x1f, 0x3f, 0x29, 0x81, 0x14, 0xc0, 0xa9, 0x0b, 0xd7, 0x3f,
0xcd, 0x58, 0xd5, 0x3f, 0x5d, 0x9d, 0xb8, 0x3f, 0x3e, 0xe8, 0x1e, 0xbe, 0x2d, 0xaa, 0xe0, 0xbf,
0x56, 0x65, 0x26, 0xbf, 0x53, 0xb4, 0x05, 0x3f, 0x5f, 0x52, 0x80, 0xbe, 0xea, 0xe9, 0xc6, 0x3e,
0xa1, 0x01, 0x96, 0xbf, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00};

unsigned int saved_checkpoint_example_size = 108;

} // namespace models
} // namespace test
} // namespace train
} // namespace onert_micro

#endif // ONERT_MICRO_TRAIN_TESTS_MODELS_SAVED_CHECKPOINT_EXAMPLE_H
3 changes: 2 additions & 1 deletion onert-micro/onert-micro/src/train/CMakeLists.txt
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Expand Up @@ -46,7 +46,8 @@ message(STATUS "ONERT MICRO TEST TRAIN BUILD STARTED")
nnas_find_package(GTest REQUIRED)

set (TEST_SOURCES
tests/BostonHousingTask.test.cpp)
tests/BostonHousingTask.test.cpp
tests/CheckpointsHandler.test.cpp)

GTest_AddTest(${OM_TRAIN_LIB}_test ${TEST_SOURCES})
target_include_directories(${OM_TRAIN_LIB}_test PUBLIC "${OM_INCLUDE_DIR}")
Expand Down
109 changes: 109 additions & 0 deletions onert-micro/onert-micro/src/train/tests/CheckpointsHandler.test.cpp
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/*
* Copyright (c) 2024 Samsung Electronics Co., Ltd. All Rights Reserved
*
* 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.
*/

#include "train/tests/models/checkoint_simple_example_model.h"
#include "train/tests/models/saved_checkpoint_example.h"
#include "core/train/OMCheckpointSaver.h"
#include "train/tests/OMTestUtils.h"

#include <gtest/gtest.h>

namespace onert_micro
{
namespace train
{
namespace test
{

using namespace testing;

class CheckpointsHandlerTest : public ::testing::Test
{
public:
CheckpointsHandlerTest()
{
// Do nothing
}

OMConfig config = {};
};

// Check save functionality
TEST_F(CheckpointsHandlerTest, Save_check_P)
{
// Create BostonHousing data handler
config.model_ptr = reinterpret_cast<char *>(models::checkpoint_simple_example_model_data);
config.model_size = models::checkpoint_simple_example_model_size;
config.train_mode = true;

// Import model
core::OMTrainingRuntimeModule training_runtime_module;
OMStatus status = training_runtime_module.importTrainModel(config.model_ptr, config);
EXPECT_EQ(status, Ok);

// Get DataBuffer (vector of chars) of checkpoints
std::vector<char> checkpoint_data;
status = training_runtime_module.createCheckpointFile(config, checkpoint_data);
EXPECT_EQ(status, Ok);
EXPECT_TRUE(!checkpoint_data.empty());
}

// Check load functionality
TEST_F(CheckpointsHandlerTest, Load_check_P)
{
// Create BostonHousing data handler
config.model_ptr = reinterpret_cast<char *>(models::checkpoint_simple_example_model_data);
config.model_size = models::checkpoint_simple_example_model_size;
config.train_mode = true;

// Import model
core::OMTrainingRuntimeModule training_runtime_module;
OMStatus status = training_runtime_module.importTrainModel(config.model_ptr, config);
EXPECT_EQ(status, Ok);

// Get DataBuffer (vector of chars) of checkpoints
std::vector<char> checkpoint_data(models::saved_checkpoint_example_size);
std::memcpy(checkpoint_data.data(), models::saved_checkpoint_example,
models::saved_checkpoint_example_size);
// Load and check (validation inside)
status = training_runtime_module.loadCheckpointData(config, checkpoint_data.data());
EXPECT_EQ(status, Ok);
}

// Check load functionality
TEST_F(CheckpointsHandlerTest, Wrong_magic_num_N)
{
// Create BostonHousing data handler
config.model_ptr = reinterpret_cast<char *>(models::checkpoint_simple_example_model_data);
config.model_size = models::checkpoint_simple_example_model_size;
config.train_mode = true;

// Import model
core::OMTrainingRuntimeModule training_runtime_module;
OMStatus status = training_runtime_module.importTrainModel(config.model_ptr, config);
EXPECT_EQ(status, Ok);

// Get DataBuffer (vector of chars) of checkpoints
std::vector<char> checkpoint_data(models::saved_checkpoint_example_size);
std::memcpy(checkpoint_data.data(), models::saved_checkpoint_example_with_wrong_magic_num,
models::saved_checkpoint_example_size);
// Load and check (validation inside)
EXPECT_DEATH(training_runtime_module.loadCheckpointData(config, checkpoint_data.data()), "");
}

} // namespace test
} // namespace train
} // namespace onert_micro

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