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[onert-micro] Introduce Floor kernel (#11571)
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This commit introduces Floor kernel.

ONE-DCO-1.0-Signed-off-by: Vyacheslav Bazhenov <[email protected]>

Co-authored-by: Vyacheslav Bazhenov <[email protected]>
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SlavikMIPT and Vyacheslav Bazhenov authored Sep 22, 2023
1 parent 212a984 commit d5b3e12
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/*
* Copyright (c) 2023 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 LUCI_INTERPRETER_TEST_MODELS_FLOAT_FLOOR_KERNEL_H
#define LUCI_INTERPRETER_TEST_MODELS_FLOAT_FLOOR_KERNEL_H

#include "TestDataFloorBase.h"

namespace luci_interpreter
{
namespace test_kernel
{
namespace floor_float
{
/*
* Floor Kernel:
*
* Input(2, 3)
* |
* Floor
* |
* Output(2, 3)
*/
unsigned char test_kernel_model_circle[] = {
0x1c, 0x00, 0x00, 0x00, 0x43, 0x49, 0x52, 0x30, 0x00, 0x00, 0x12, 0x00, 0x18, 0x00, 0x00, 0x00,
0x04, 0x00, 0x08, 0x00, 0x0c, 0x00, 0x10, 0x00, 0x00, 0x00, 0x14, 0x00, 0x12, 0x00, 0x00, 0x00,
0x38, 0x00, 0x00, 0x00, 0x54, 0x00, 0x00, 0x00, 0x20, 0x00, 0x00, 0x00, 0x08, 0x00, 0x00, 0x00,
0x14, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00, 0x28, 0x01, 0x00, 0x00, 0x10, 0x01, 0x00, 0x00,
0xd8, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x09, 0x00, 0x00, 0x00, 0x6e, 0x6e, 0x70, 0x61,
0x63, 0x6b, 0x61, 0x67, 0x65, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00,
0x0c, 0x00, 0x0c, 0x00, 0x07, 0x00, 0x00, 0x00, 0x00, 0x00, 0x08, 0x00, 0x0c, 0x00, 0x00, 0x00,
0x00, 0x00, 0x00, 0x08, 0x08, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x14, 0x00, 0x00, 0x00,
0x00, 0x00, 0x0e, 0x00, 0x18, 0x00, 0x04, 0x00, 0x08, 0x00, 0x0c, 0x00, 0x10, 0x00, 0x14, 0x00,
0x0e, 0x00, 0x00, 0x00, 0x38, 0x00, 0x00, 0x00, 0x2c, 0x00, 0x00, 0x00, 0x20, 0x00, 0x00, 0x00,
0x14, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x6d, 0x61, 0x69, 0x6e,
0x00, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x2c, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
0x01, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00,
0x64, 0x00, 0x00, 0x00, 0x2c, 0x00, 0x00, 0x00, 0x00, 0x00, 0x0a, 0x00, 0x0c, 0x00, 0x00, 0x00,
0x04, 0x00, 0x08, 0x00, 0x0a, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
0x01, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
0xd8, 0xff, 0xff, 0xff, 0x18, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
0x03, 0x00, 0x00, 0x00, 0x6f, 0x66, 0x6d, 0x00, 0xbc, 0xff, 0xff, 0xff, 0x02, 0x00, 0x00, 0x00,
0x02, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x10, 0x00, 0x04, 0x00, 0x00, 0x00,
0x08, 0x00, 0x0c, 0x00, 0x0c, 0x00, 0x00, 0x00, 0x18, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
0x04, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00, 0x69, 0x66, 0x6d, 0x00, 0xf0, 0xff, 0xff, 0xff,
0x02, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00, 0x04, 0x00, 0x04, 0x00,
0x04, 0x00, 0x00, 0x00};

const std::vector<float> input_data = {7.297842, 30.999863, 15.692827,
-18.824865, 22.614136, 5.7466774};

const std::vector<float> reference_output_data = {7, 30, 15, -19, 22, 5};

} // namespace floor_float

class TestDataFloatFloor : public TestDataFloorBase<float>
{
public:
TestDataFloatFloor()
{
_input_data = floor_float::input_data;
_reference_output_data = floor_float::reference_output_data;
_test_kernel_model_circle = floor_float::test_kernel_model_circle;
}

~TestDataFloatFloor() override = default;
};

} // namespace test_kernel
} // namespace luci_interpreter

#endif // LUCI_INTERPRETER_TEST_MODELS_FLOAT_FLOOR_KERNEL_H
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/*
* Copyright (c) 2023 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 LUCI_INTERPRETER_TEST_MODELS_NEG_FLOOR_KERNEL_H
#define LUCI_INTERPRETER_TEST_MODELS_NEG_FLOOR_KERNEL_H

#include "TestDataFloorBase.h"

namespace luci_interpreter
{
namespace test_kernel
{
namespace neg_input_output_type_mismatch_floor_kernel
{
/*
* Floor Kernel with input output type mismatch (should be equal):
*
* Input(2, 3) - Uint8
* |
* Floor
* |
* Output(2, 3) - Float
*/
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, 0x64, 0x01, 0x00, 0x00, 0x80, 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,
0x48, 0x00, 0x00, 0x00, 0x4c, 0x00, 0x00, 0x00, 0x50, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
0x6d, 0x61, 0x69, 0x6e, 0x00, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00,
0x00, 0x00, 0x0a, 0x00, 0x0c, 0x00, 0x00, 0x00, 0x08, 0x00, 0x04, 0x00, 0x0a, 0x00, 0x00, 0x00,
0x08, 0x00, 0x00, 0x00, 0x0c, 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, 0x48, 0x00, 0x00, 0x00,
0x10, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x10, 0x00, 0x0c, 0x00, 0x00, 0x00, 0x08, 0x00, 0x04, 0x00,
0x0c, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x00, 0x00,
0x03, 0x00, 0x00, 0x00, 0x6f, 0x66, 0x6d, 0x00, 0x02, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00,
0x03, 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, 0x03, 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,
0x80, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
0x81, 0x80, 0x00, 0x3c, 0x01, 0x00, 0x00, 0x00, 0x00, 0x00, 0x80, 0x3f, 0x01, 0x00, 0x00, 0x00,
0x00, 0x00, 0x80, 0xbf, 0x03, 0x00, 0x00, 0x00, 0x69, 0x66, 0x6d, 0x00, 0x02, 0x00, 0x00, 0x00,
0x02, 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,
0x08, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x08, 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_type_mismatch_floor_kernel

namespace neg_invalid_input_output_shape_floor_kernel
{
/*
* Floor Kernel with different input output shapes:
*
* Input(1, 2, 3)
* |
* Floor
* |
* Output(2, 3)
*/
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, 0x08, 0x01, 0x00, 0x00, 0x24, 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,
0x48, 0x00, 0x00, 0x00, 0x4c, 0x00, 0x00, 0x00, 0x50, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
0x6d, 0x61, 0x69, 0x6e, 0x00, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00,
0x00, 0x00, 0x0a, 0x00, 0x0c, 0x00, 0x00, 0x00, 0x08, 0x00, 0x04, 0x00, 0x0a, 0x00, 0x00, 0x00,
0x08, 0x00, 0x00, 0x00, 0x0c, 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, 0x38, 0x00, 0x00, 0x00,
0x04, 0x00, 0x00, 0x00, 0xdc, 0xff, 0xff, 0xff, 0x0c, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00,
0x0c, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00, 0x6f, 0x66, 0x6d, 0x00, 0x02, 0x00, 0x00, 0x00,
0x02, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x10, 0x00, 0x0c, 0x00, 0x00, 0x00,
0x08, 0x00, 0x04, 0x00, 0x0c, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
0x0c, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00, 0x69, 0x66, 0x6d, 0x00, 0x03, 0x00, 0x00, 0x00,
0x01, 0x00, 0x00, 0x00, 0x02, 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, 0x08, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x08, 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_invalid_input_output_shape_floor_kernel

class NegTestDataInputOutputTypeMismatchFloorKernel : public NegTestDataBase
{
public:
NegTestDataInputOutputTypeMismatchFloorKernel()
{
_test_kernel_model_circle =
neg_input_output_type_mismatch_floor_kernel::test_kernel_model_circle;
}

~NegTestDataInputOutputTypeMismatchFloorKernel() override = default;

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

protected:
const unsigned char *_test_kernel_model_circle;
};

class NegTestDataInvalidInputOutputShapeFloorKernel : public NegTestDataBase
{
public:
NegTestDataInvalidInputOutputShapeFloorKernel()
{
_test_kernel_model_circle =
neg_invalid_input_output_shape_floor_kernel::test_kernel_model_circle;
}

~NegTestDataInvalidInputOutputShapeFloorKernel() 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_kernel
} // namespace luci_interpreter

#endif // LUCI_INTERPRETER_TEST_MODELS_NEG_FLOOR_KERNEL_H
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/*
* Copyright (c) 2023 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 LUCI_INTERPRETER_TEST_MODELS_FLOOR_KERNEL_BASE_H
#define LUCI_INTERPRETER_TEST_MODELS_FLOOR_KERNEL_BASE_H

#include "luci_interpreter/test_models/TestDataBase.h"

namespace luci_interpreter
{
namespace test_kernel
{

template <typename T> class TestDataFloorBase : public TestDataBase<T>
{
public:
TestDataFloorBase() = default;

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

const std::vector<T> &get_input_data_by_index(int i) override final
{
switch (i)
{
case 0:
return _input_data;
default:
assert(false && "Wrong input index");
}
}

const std::vector<T> &get_output_data_by_index(int i) override final
{
assert(i == 0);
return _reference_output_data;
}

protected:
std::vector<T> _input_data;
std::vector<T> _reference_output_data;
const unsigned char *_test_kernel_model_circle;
};

} // namespace test_kernel
} // namespace luci_interpreter

#endif // LUCI_INTERPRETER_TEST_MODELS_FLOOR_KERNEL_BASE_H
47 changes: 47 additions & 0 deletions onert-micro/luci-interpreter/pal/common/PALFloorCommon.h
Original file line number Diff line number Diff line change
@@ -0,0 +1,47 @@
/*
* Copyright (c) 2023 Samsung Electronics Co., Ltd. All Rights Reserved
* Copyright 2017 The TensorFlow Authors. 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 LUCI_INTERPRETER_PAL_FLOOR_COMMON_H
#define LUCI_INTERPRETER_PAL_FLOOR_COMMON_H

#include <cmath>

namespace luci_interpreter_pal
{
inline void Floor(const luci_interpreter::RuntimeShape &input_shape, const float *input_data,
const luci_interpreter::RuntimeShape &output_shape, float *output_data)
{
// check that input and output dimensions are equal
int N = input_shape.dimensionsCount();
assert(N == output_shape.dimensionsCount());

// check that sizes of all dimensions are equal
for (int i = 0; i < N; ++i)
{
assert(input_shape.dims(i) == output_shape.dims(i));
}

const int flat_size = input_shape.flatSize();
for (int i = 0; i < flat_size; i++)
{
int offset = i;
output_data[offset] = std::floor(input_data[offset]);
}
}
} // namespace luci_interpreter_pal

#endif // LUCI_INTERPRETER_PAL_FLOOR_COMMON_H
1 change: 1 addition & 0 deletions onert-micro/luci-interpreter/pal/mcu/KernelsToBuild.lst
Original file line number Diff line number Diff line change
Expand Up @@ -17,6 +17,7 @@ REGISTER_KERNEL(EXPAND_DIMS, ExpandDims)
REGISTER_KERNEL(ELU, Elu)
REGISTER_KERNEL(EQUAL, Equal)
REGISTER_KERNEL(FILL, Fill)
REGISTER_KERNEL(FLOOR, Floor)
REGISTER_KERNEL(PACK, Pack)
REGISTER_KERNEL(PAD, Pad)
REGISTER_KERNEL(PADV2, PadV2)
Expand Down
27 changes: 27 additions & 0 deletions onert-micro/luci-interpreter/pal/mcu/PALFloor.h
Original file line number Diff line number Diff line change
@@ -0,0 +1,27 @@
/*
* Copyright (c) 2023 Samsung Electronics Co., Ltd. All Rights Reserved
* Copyright 2017 The TensorFlow Authors. 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 LUCI_INTERPRETER_PAL_FLOOR_H
#define LUCI_INTERPRETER_PAL_FLOOR_H

#include "PALFloorCommon.h"

namespace luci_interpreter_pal
{
} // namespace luci_interpreter_pal

#endif // LUCI_INTERPRETER_PAL_FLOOR_H
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