[onert-micro] Add float SpaceToDepth kernels

onert-micro/luci-interpreter/include/luci_interpreter/test_models/space_to_depth/FloatSpaceToDepthKernel.h

@@ -0,0 +1,98 @@
+/*
+ * 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_SPACE_TO_DEPTH_KERNEL_H
+#define LUCI_INTERPRETER_TEST_MODELS_FLOAT_SPACE_TO_DEPTH_KERNEL_H
+
+#include "TestDataSpaceToDepthBase.h"
+
+namespace luci_interpreter
+{
+namespace test_kernel
+{
+namespace space_to_depth_float
+{
+/*
+ * 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, 0x30, 0x01, 0x00, 0x00, 0x4c, 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, 0x40, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
+  0xd4, 0xff, 0xff, 0xff, 0x0c, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x0c, 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, 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,
+  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<float> input_data = {
+  30.991892,  47.0218,    -96.94782,  41.75081,   13.22614,   60.732224, 55.300236,  4.7265563,
+  -96.22574,  -60.987602, -12.473722, -92.82498,  37.063133,  53.67425,  74.06907,   14.154034,
+  -69.062805, 78.23639,   46.7026,    19.651571,  -59.871742, -38.91334, 95.758804,  85.42076,
+  6.2756233,  26.522488,  60.209923,  78.387436,  87.826294,  -61.8489,  -22.721363, 41.05879,
+  76.31915,   17.438269,  54.071205,  -27.286413, 5.965944,   20.973064, -3.8931062, 26.459524,
+  -22.902449, -75.43978,  11.68149,   -78.51755,  10.050673,  86.07591,  5.0900855,  -72.07779};
+
+const std::vector<float> reference_output_data = {
+  30.991892,  47.0218,    -96.94782,  41.75081,  13.22614,   60.732224, 37.063133, 53.67425,
+  74.06907,   14.154034,  -69.062805, 78.23639,  55.300236,  4.7265563, -96.22574, -60.987602,
+  -12.473722, -92.82498,  46.7026,    19.651571, -59.871742, -38.91334, 95.758804, 85.42076,
+  6.2756233,  26.522488,  60.209923,  78.387436, 87.826294,  -61.8489,  5.965944,  20.973064,
+  -3.8931062, 26.459524,  -22.902449, -75.43978, -22.721363, 41.05879,  76.31915,  17.438269,
+  54.071205,  -27.286413, 11.68149,   -78.51755, 10.050673,  86.07591,  5.0900855, -72.07779};
+
+} // namespace space_to_depth_float
+
+class TestDataFloatSpaceToDepth : public TestDataSpaceToDepthBase<float>
+{
+public:
+  TestDataFloatSpaceToDepth()
+  {
+    _input_data = space_to_depth_float::input_data;
+    _reference_output_data = space_to_depth_float::reference_output_data;
+    _test_kernel_model_circle = space_to_depth_float::test_kernel_model_circle;
+  }
+
+  ~TestDataFloatSpaceToDepth() override = default;
+};
+
+} // namespace test_kernel
+} // namespace luci_interpreter
+
+#endif // LUCI_INTERPRETER_TEST_MODELS_FLOAT_SPACE_TO_DEPTH_KERNEL_H

onert-micro/luci-interpreter/include/luci_interpreter/test_models/space_to_depth/NegSpaceToDepthKernel.h

@@ -0,0 +1,87 @@
+/*
+ * 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_SPACE_TO_DEPTH_KERNEL_H
+#define LUCI_INTERPRETER_TEST_MODELS_NEG_SPACE_TO_DEPTH_KERNEL_H
+
+#include "luci_interpreter/test_models/TestDataBase.h"
+
+namespace luci_interpreter
+{
+namespace test_kernel
+{
+namespace neg_input_output_type_mismatch_space_to_depth_kernel
+{
+/*
+ * SpaceToDepth kernel with input output type mismatch:
+ *
+ *      Input(1, 4, 4, 3) - Float32
+ *            |
+ *        SpaceToDepth
+ *            |
+ *      Output(1, 2, 2, 12) - Int32
+ */
+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, 0x40, 0x01, 0x00, 0x00, 0x5c, 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, 0x50, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00,
+  0x0c, 0x00, 0x14, 0x00, 0x10, 0x00, 0x0f, 0x00, 0x08, 0x00, 0x04, 0x00, 0x0c, 0x00, 0x00, 0x00,
+  0x10, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x02, 0x0c, 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, 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,
+  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_type_mismatch_space_to_depth_kernel
+
+class NegTestDataInputOutputTypeMismatchSpaceToDepthKernel : public NegTestDataBase
+{
+public:
+  NegTestDataInputOutputTypeMismatchSpaceToDepthKernel()
+  {
+    _test_kernel_model_circle =
+      neg_input_output_type_mismatch_space_to_depth_kernel::test_kernel_model_circle;
+  }
+
+  ~NegTestDataInputOutputTypeMismatchSpaceToDepthKernel() 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_SPACE_TO_DEPTH_KERNEL_H

onert-micro/luci-interpreter/include/luci_interpreter/test_models/space_to_depth/TestDataSpaceToDepthBase.h

@@ -0,0 +1,60 @@
+/*
+ * 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_SPACE_TO_DEPTH_KERNEL_BASE_H
+#define LUCI_INTERPRETER_TEST_MODELS_SPACE_TO_DEPTH_KERNEL_BASE_H
+
+#include "luci_interpreter/test_models/TestDataBase.h"
+
+namespace luci_interpreter
+{
+namespace test_kernel
+{
+
+template <typename T> class TestDataSpaceToDepthBase : public TestDataBase<T>
+{
+public:
+  TestDataSpaceToDepthBase() = 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_SPACE_TO_DEPTH_KERNEL_BASE_H

onert-micro/luci-interpreter/pal/cmsisnn/KernelsToBuild.lst

@@ -44,6 +44,7 @@ REGISTER_KERNEL(SPACE_TO_BATCH_ND, SpaceToBatchND)
 REGISTER_KERNEL(STRIDED_SLICE, StridedSlice)
 REGISTER_KERNEL(SPLIT_V, SplitV)
 REGISTER_KERNEL(SQRT, Sqrt)
+REGISTER_KERNEL(SPACE_TO_DEPTH, SpaceToDepth)
 REGISTER_KERNEL(QUANTIZE, Quantize)
 REGISTER_KERNEL(TANH, Tanh)
 REGISTER_KERNEL(TRANSPOSE, Transpose)

onert-micro/luci-interpreter/pal/common/PALSpaceToDepth.h

@@ -0,0 +1,69 @@
+/*
+ * 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_PAL_SPACE_TO_DEPTH_COMMON_H
+#define LUCI_INTERPRETER_PAL_SPACE_TO_DEPTH_COMMON_H
+
+#include "PALUtils.h"
+
+#include <cmath>
+
+namespace luci_interpreter_pal
+{
+
+template <typename T>
+inline void
+SpaceToDepth(const int32_t block_size, const luci_interpreter::RuntimeShape &unextended_input_shape,
+             const T *input_data, const luci_interpreter::RuntimeShape &unextended_output_shape,
+             T *output_data)
+{
+  const luci_interpreter::RuntimeShape input_shape =
+    luci_interpreter::RuntimeShape::extendedShape(4, unextended_input_shape);
+  const luci_interpreter::RuntimeShape output_shape =
+    luci_interpreter::RuntimeShape::extendedShape(4, unextended_output_shape);
+
+  const int input_depth = input_shape.dims(3);
+  const int input_width = input_shape.dims(2);
+  const int input_height = input_shape.dims(1);
+  const int input_batch = input_shape.dims(0);
+
+  for (int in_b = 0; in_b < input_batch; ++in_b)
+  {
+    for (int in_h = 0; in_h < input_height; ++in_h)
+    {
+      for (int in_w = 0; in_w < input_width; ++in_w)
+      {
+        for (int in_d = 0; in_d < input_depth; ++in_d)
+        {
+          const int out_d =
+            in_d + ((in_h % block_size) * block_size + in_w % block_size) * input_depth;
+          const int out_w = in_w / block_size;
+          const int out_h = in_h / block_size;
+          const int out_b = in_b;
+
+          const int input_index = offset(input_shape.dimsData(), in_b, in_h, in_w, in_d);
+          const int output_index = offset(output_shape.dimsData(), out_b, out_h, out_w, out_d);
+
+          output_data[output_index] = input_data[input_index];
+        }
+      }
+    }
+  }
+}
+
+} // namespace luci_interpreter_pal
+
+#endif // LUCI_INTERPRETER_PAL_SPACE_TO_DEPTH_COMMON_H

onert-micro/luci-interpreter/pal/mcu/KernelsToBuild.lst

@@ -50,6 +50,7 @@ REGISTER_KERNEL(SPACE_TO_BATCH_ND, SpaceToBatchND)
 REGISTER_KERNEL(STRIDED_SLICE, StridedSlice)
 REGISTER_KERNEL(SPLIT_V, SplitV)
 REGISTER_KERNEL(SQRT, Sqrt)
+REGISTER_KERNEL(SPACE_TO_DEPTH, SpaceToDepth)
 REGISTER_KERNEL(QUANTIZE, Quantize)
 REGISTER_KERNEL(TANH, Tanh)
 REGISTER_KERNEL(TRANSPOSE, Transpose)