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[onert-micro] S8 Test for SpaceToDepth #13696

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Aug 21, 2024
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[onert-micro] S8 Test for SpaceToDepth #13696

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70 changes: 70 additions & 0 deletions onert-micro/onert-micro/include/test_models/space_to_depth/NegSpaceToDepthKernel.h
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Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -81,6 +81,76 @@ class NegTestDataInputOutputTypeMismatchSpaceToDepthKernel : public NegTestDataB
const unsigned char *_test_kernel_model_circle;
};

namespace neg_input_output_shape_mismatch_space_to_depth_kernel
{
/*
* SpaceToDepth kernel with input output shape mismatch:
*
* Input(1, 4, 4, 3) - S8
* |
* SpaceToDepth
* |
* Output(1, 2, 3, 11) - S8
*/
const unsigned char test_kernel_model_circle[] = {
0x18, 0x00, 0x00, 0x00, 0x43, 0x49, 0x52, 0x30, 0x00, 0x00, 0x0e, 0x00, 0x14, 0x00, 0x00,
0x00, 0x0c, 0x00, 0x08, 0x00, 0x10, 0x00, 0x04, 0x00, 0x0e, 0x00, 0x00, 0x00, 0x10, 0x00,
0x00, 0x00, 0x2c, 0x00, 0x00, 0x00, 0xc4, 0x01, 0x00, 0x00, 0xe0, 0x01, 0x00, 0x00, 0x03,
0x00, 0x00, 0x00, 0x18, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
0xf8, 0xff, 0xff, 0xff, 0xfc, 0xff, 0xff, 0xff, 0x04, 0x00, 0x04, 0x00, 0x04, 0x00, 0x00,
0x00, 0x01, 0x00, 0x00, 0x00, 0x14, 0x00, 0x00, 0x00, 0x00, 0x00, 0x0e, 0x00, 0x18, 0x00,
0x14, 0x00, 0x10, 0x00, 0x0c, 0x00, 0x08, 0x00, 0x04, 0x00, 0x0e, 0x00, 0x00, 0x00, 0x14,
0x00, 0x00, 0x00, 0x1c, 0x00, 0x00, 0x00, 0x64, 0x00, 0x00, 0x00, 0x68, 0x00, 0x00, 0x00,
0x6c, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x6d, 0x61, 0x69, 0x6e, 0x00, 0x00, 0x00,
0x00, 0x01, 0x00, 0x00, 0x00, 0x14, 0x00, 0x00, 0x00, 0x00, 0x00, 0x0e, 0x00, 0x16, 0x00,
0x00, 0x00, 0x10, 0x00, 0x0c, 0x00, 0x07, 0x00, 0x08, 0x00, 0x0e, 0x00, 0x00, 0x00, 0x00,
0x00, 0x00, 0x13, 0x14, 0x00, 0x00, 0x00, 0x18, 0x00, 0x00, 0x00, 0x1c, 0x00, 0x00, 0x00,
0x00, 0x00, 0x06, 0x00, 0x08, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00,
0x00, 0x01, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x00, 0x00,
0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x00,
0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x84, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
0x92, 0xff, 0xff, 0xff, 0x14, 0x00, 0x00, 0x00, 0x48, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00,
0x00, 0x00, 0x00, 0x00, 0x09, 0x44, 0x00, 0x00, 0x00, 0x84, 0xff, 0xff, 0xff, 0x2c, 0x00,
0x00, 0x00, 0x20, 0x00, 0x00, 0x00, 0x14, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x01,
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0x00, 0x00, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00, 0x6f, 0x66, 0x6d, 0x00, 0x04, 0x00,
0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00, 0x0b,
0x00, 0x00, 0x00, 0x00, 0x00, 0x0e, 0x00, 0x18, 0x00, 0x14, 0x00, 0x13, 0x00, 0x0c, 0x00,
0x08, 0x00, 0x04, 0x00, 0x0e, 0x00, 0x00, 0x00, 0x20, 0x00, 0x00, 0x00, 0x58, 0x00, 0x00,
0x00, 0x01, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x09, 0x54, 0x00, 0x00, 0x00, 0x0c, 0x00,
0x14, 0x00, 0x04, 0x00, 0x08, 0x00, 0x0c, 0x00, 0x10, 0x00, 0x0c, 0x00, 0x00, 0x00, 0x30,
0x00, 0x00, 0x00, 0x24, 0x00, 0x00, 0x00, 0x18, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
0x01, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
0x00, 0x01, 0x00, 0x00, 0x00, 0x00, 0x00, 0x80, 0x3f, 0x01, 0x00, 0x00, 0x00, 0x00, 0x00,
0x7f, 0x43, 0x01, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00, 0x69,
0x66, 0x6d, 0x00, 0x04, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
0x04, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00,
0x00, 0x0c, 0x00, 0x0c, 0x00, 0x0b, 0x00, 0x00, 0x00, 0x00, 0x00, 0x04, 0x00, 0x0c, 0x00,
0x00, 0x00, 0x1a, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x1a, 0x11, 0x00, 0x00, 0x00, 0x4f,
0x4e, 0x45, 0x2d, 0x74, 0x66, 0x6c, 0x69, 0x74, 0x65, 0x32, 0x63, 0x69, 0x72, 0x63, 0x6c,
0x65, 0x00, 0x00, 0x00

};
} // namespace neg_input_output_shape_mismatch_space_to_depth_kernel

class NegTestDataInputOutputShapeMismatchSpaceToDepthKernel : public NegTestDataBase
{
public:
NegTestDataInputOutputShapeMismatchSpaceToDepthKernel()
{
_test_kernel_model_circle =
neg_input_output_shape_mismatch_space_to_depth_kernel::test_kernel_model_circle;
}

~NegTestDataInputOutputShapeMismatchSpaceToDepthKernel() override = default;

const unsigned char *get_model_ptr() override final { return _test_kernel_model_circle; }

protected:
const unsigned char *_test_kernel_model_circle;
};

} // namespace test_model
} // namespace onert_micro

Expand Down
96 changes: 96 additions & 0 deletions onert-micro/onert-micro/include/test_models/space_to_depth/S8SpaceToDepthKernel.h
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Original file line number Diff line number Diff line change
@@ -0,0 +1,96 @@
/*
* 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_TEST_MODELS_S8_SPACE_TO_DEPTH_KERNEL_H
#define ONERT_MICRO_TEST_MODELS_S8_SPACE_TO_DEPTH_KERNEL_H

#include "TestDataSpaceToDepthBase.h"

namespace onert_micro
{
namespace test_model
{
namespace space_to_depth_s8
{
/*
* SpaceToDepth Kernel:
*
* Input(1, 4, 4, 3)
* |
* SpaceToDepth
* |
* Output(1, 2, 2, 12)
*/
const unsigned char test_kernel_model_circle[] = {
0x18, 0x00, 0x00, 0x00, 0x43, 0x49, 0x52, 0x30, 0x00, 0x00, 0x0e, 0x00, 0x14, 0x00, 0x00, 0x00,
0x0c, 0x00, 0x08, 0x00, 0x10, 0x00, 0x04, 0x00, 0x0e, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00,
0x2c, 0x00, 0x00, 0x00, 0xc4, 0x01, 0x00, 0x00, 0xe0, 0x01, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00,
0x18, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0xf8, 0xff, 0xff, 0xff,
0xfc, 0xff, 0xff, 0xff, 0x04, 0x00, 0x04, 0x00, 0x04, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
0x14, 0x00, 0x00, 0x00, 0x00, 0x00, 0x0e, 0x00, 0x18, 0x00, 0x14, 0x00, 0x10, 0x00, 0x0c, 0x00,
0x08, 0x00, 0x04, 0x00, 0x0e, 0x00, 0x00, 0x00, 0x14, 0x00, 0x00, 0x00, 0x1c, 0x00, 0x00, 0x00,
0x64, 0x00, 0x00, 0x00, 0x68, 0x00, 0x00, 0x00, 0x6c, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
0x6d, 0x61, 0x69, 0x6e, 0x00, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x14, 0x00, 0x00, 0x00,
0x00, 0x00, 0x0e, 0x00, 0x16, 0x00, 0x00, 0x00, 0x10, 0x00, 0x0c, 0x00, 0x07, 0x00, 0x08, 0x00,
0x0e, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x13, 0x14, 0x00, 0x00, 0x00, 0x18, 0x00, 0x00, 0x00,
0x1c, 0x00, 0x00, 0x00, 0x00, 0x00, 0x06, 0x00, 0x08, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00,
0x02, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
0x00, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
0x00, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x84, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
0x92, 0xff, 0xff, 0xff, 0x14, 0x00, 0x00, 0x00, 0x48, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00,
0x00, 0x00, 0x00, 0x09, 0x44, 0x00, 0x00, 0x00, 0x84, 0xff, 0xff, 0xff, 0x2c, 0x00, 0x00, 0x00,
0x20, 0x00, 0x00, 0x00, 0x14, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x00, 0x00, 0x80, 0x3f,
0x01, 0x00, 0x00, 0x00, 0x00, 0x00, 0x7f, 0x43, 0x01, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
0x03, 0x00, 0x00, 0x00, 0x6f, 0x66, 0x6d, 0x00, 0x04, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
0x02, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x00, 0x00, 0x00, 0x00, 0x0e, 0x00,
0x18, 0x00, 0x14, 0x00, 0x13, 0x00, 0x0c, 0x00, 0x08, 0x00, 0x04, 0x00, 0x0e, 0x00, 0x00, 0x00,
0x20, 0x00, 0x00, 0x00, 0x58, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x09,
0x54, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x14, 0x00, 0x04, 0x00, 0x08, 0x00, 0x0c, 0x00, 0x10, 0x00,
0x0c, 0x00, 0x00, 0x00, 0x30, 0x00, 0x00, 0x00, 0x24, 0x00, 0x00, 0x00, 0x18, 0x00, 0x00, 0x00,
0x04, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
0x00, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x00, 0x00, 0x80, 0x3f, 0x01, 0x00, 0x00, 0x00,
0x00, 0x00, 0x7f, 0x43, 0x01, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00,
0x69, 0x66, 0x6d, 0x00, 0x04, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
0x04, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00,
0x0c, 0x00, 0x0c, 0x00, 0x0b, 0x00, 0x00, 0x00, 0x00, 0x00, 0x04, 0x00, 0x0c, 0x00, 0x00, 0x00,
0x1a, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x1a, 0x11, 0x00, 0x00, 0x00, 0x4f, 0x4e, 0x45, 0x2d,
0x74, 0x66, 0x6c, 0x69, 0x74, 0x65, 0x32, 0x63, 0x69, 0x72, 0x63, 0x6c, 0x65, 0x00, 0x00, 0x00};
const std::vector<int8_t> input_data = {
0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23,
24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47};
const std::vector<int8_t> reference_output_data = {
0, 1, 2, 3, 4, 5, 12, 13, 14, 15, 16, 17, 6, 7, 8, 9, 10, 11, 18, 19, 20, 21, 22, 23,
24, 25, 26, 27, 28, 29, 36, 37, 38, 39, 40, 41, 30, 31, 32, 33, 34, 35, 42, 43, 44, 45, 46, 47};
} // namespace space_to_depth_s8

class TestDataS8SpaceToDepth : public TestDataSpaceToDepthBase<int8_t>
{
public:
TestDataS8SpaceToDepth()
{
_input_data = space_to_depth_s8::input_data;
_reference_output_data = space_to_depth_s8::reference_output_data;
_test_kernel_model_circle = space_to_depth_s8::test_kernel_model_circle;
}

~TestDataS8SpaceToDepth() override = default;
};

} // namespace test_model
} // namespace onert_micro

#endif // ONERT_MICRO_TEST_MODELS_S8_SPACE_TO_DEPTH_KERNEL_H
9 changes: 9 additions & 0 deletions onert-micro/onert-micro/src/execute/kernels/SpaceToDepth.cpp
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Original file line number Diff line number Diff line change
Expand Up @@ -77,6 +77,15 @@ OMStatus onert_micro::execute::execute_kernel_CircleSpaceToDepth(
}
break;
#endif // DIS_FLOAT
#ifndef DIS_QUANT
case circle::TensorType_INT8:
{
status =
pal::SpaceToDepth<int8_t>(block_size, input_shape, reinterpret_cast<int8_t *>(input_data),
output_shape, reinterpret_cast<int8_t *>(output_data));
}
break;
#endif // DIS_QUANT
default:
{
status = UnsupportedType;
Expand Down
16 changes: 16 additions & 0 deletions onert-micro/onert-micro/src/execute/kernels/tests/SpaceToDepth.test.cpp
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Original file line number Diff line number Diff line change
Expand Up @@ -16,6 +16,7 @@

#include "execute/OMTestUtils.h"
#include "test_models/space_to_depth/FloatSpaceToDepthKernel.h"
#include "test_models/space_to_depth/S8SpaceToDepthKernel.h"
#include "test_models/space_to_depth/NegSpaceToDepthKernel.h"

namespace onert_micro
Expand All @@ -40,13 +41,28 @@ TEST_F(SpaceToDepthTest, Float_P)
EXPECT_THAT(output_data_vector, test_data_kernel.get_output_data_by_index(0));
}

TEST_F(SpaceToDepthTest, S8_P)
{
onert_micro::test_model::TestDataS8SpaceToDepth test_data_kernel;
std::vector<int8_t> output_data_vector =
onert_micro::execute::testing::checkKernel<int8_t>(1, &test_data_kernel);
EXPECT_THAT(output_data_vector, test_data_kernel.get_output_data_by_index(0));
}

TEST_F(SpaceToDepthTest, Input_output_type_mismatch_NEG)
{
onert_micro::test_model::NegTestDataInputOutputTypeMismatchSpaceToDepthKernel test_data_kernel;

EXPECT_DEATH(checkNEGSISOKernel(&test_data_kernel), "");
}

TEST_F(SpaceToDepthTest, Input_output_shape_mismatch_NEG)
{
onert_micro::test_model::NegTestDataInputOutputShapeMismatchSpaceToDepthKernel test_data_kernel;

EXPECT_DEATH(checkNEGSISOKernel(&test_data_kernel), "");
}

} // namespace testing
} // namespace execute
} // namespace onert_micro
5 changes: 3 additions & 2 deletions onert-micro/onert-micro/src/import/kernels/SpaceToDepth.cpp
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Original file line number Diff line number Diff line change
Expand Up @@ -53,6 +53,7 @@ OMStatus onert_micro::import::configure_kernel_CircleSpaceToDepth(
return status;

OMRuntimeShape input_shape(input);
OMRuntimeShape output_shape(output);

const auto *options = runtime_kernel.first_operator->builtin_options_as_SpaceToDepthOptions();
const int32_t block_size = options->block_size();
Expand All @@ -66,8 +67,8 @@ OMStatus onert_micro::import::configure_kernel_CircleSpaceToDepth(

const int input_height = input_shape.dims(kHeightRank);
const int input_width = input_shape.dims(kWidthRank);
int output_height = input_height / block_size;
int output_width = input_width / block_size;
int output_height = output_shape.dims(kHeightRank);
int output_width = output_shape.dims(kWidthRank);

status = utils::checkCondition(input_height == output_height * block_size);
if (status != Ok)
Expand Down