Enable (Reduce)Sum op

- Reduced Sum op for Float32 type ONE-DCO-1.0-Signed-off-by: Chunseok Lee <[email protected]>
Samsung · Jan 3, 2025 · 2a1d66e · 2a1d66e
1 parent 4f0b797
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diff --git a/onert-micro/onert-micro/include/pal/mcu/KernelsToBuild.lst b/onert-micro/onert-micro/include/pal/mcu/KernelsToBuild.lst
@@ -74,7 +74,7 @@ REGISTER_KERNEL(TANH, Tanh)
 REGISTER_KERNEL(TRANSPOSE, Transpose)
 REGISTER_KERNEL(TRANSPOSE_CONV, TransposeConv)
 REGISTER_KERNEL(SOFTMAX, Softmax)
-#/*REGISTER_KERNEL(SUM, Sum)*/
+REGISTER_KERNEL(SUM, Sum)
 #/*REGISTER_KERNEL(SELECT_V2, SelectV2)*/
 REGISTER_KERNEL(SVDF, SVDF)
 REGISTER_KERNEL(WHILE, While)

diff --git a/onert-micro/onert-micro/include/test_models/sum/FloatSumKernel.h b/onert-micro/onert-micro/include/test_models/sum/FloatSumKernel.h
@@ -0,0 +1,132 @@
+/*
+ * 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 ONERT_MICRO_TEST_MODELS_FLOAT_SUM_KERNEL_H
+#define ONERT_MICRO_TEST_MODELS_FLOAT_SUM_KERNEL_H
+
+#include "TestDataSumBase.h"
+
+namespace onert_micro
+{
+namespace test_model
+{
+namespace sum_float
+{
+/*
+ * Sum Kernel:
+ *
+ *      Input(1, 8, 8, 4)
+ *            |
+ *           Sum
+ *            |
+ *      Output(1, 8, 8, 1)
+ */
+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,
+  0x48, 0x00, 0x00, 0x00, 0x94, 0x01, 0x00, 0x00, 0xb0, 0x01, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
+  0x34, 0x00, 0x00, 0x00, 0x28, 0x00, 0x00, 0x00, 0x20, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x00, 0x00,
+  0x00, 0x00, 0x06, 0x00, 0x08, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
+  0x04, 0x00, 0x00, 0x00, 0x03, 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, 0x68, 0x00, 0x00, 0x00,
+  0x6c, 0x00, 0x00, 0x00, 0x70, 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, 0x1b, 0x14, 0x00, 0x00, 0x00, 0x18, 0x00, 0x00, 0x00, 0x1c, 0x00, 0x00, 0x00,
+  0x00, 0x00, 0x06, 0x00, 0x08, 0x00, 0x07, 0x00, 0x06, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x01,
+  0x01, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+  0x01, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
+  0x00, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00, 0x84, 0x00, 0x00, 0x00, 0x40, 0x00, 0x00, 0x00,
+  0x04, 0x00, 0x00, 0x00, 0x94, 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, 0x08, 0x00, 0x00, 0x00, 0x08, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
+  0x0c, 0x00, 0x14, 0x00, 0x10, 0x00, 0x0f, 0x00, 0x08, 0x00, 0x04, 0x00, 0x0c, 0x00, 0x00, 0x00,
+  0x10, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x02, 0x1c, 0x00, 0x00, 0x00,
+  0x11, 0x00, 0x00, 0x00, 0x72, 0x65, 0x64, 0x75, 0x63, 0x74, 0x69, 0x6f, 0x6e, 0x5f, 0x69, 0x6e,
+  0x64, 0x69, 0x63, 0x65, 0x73, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x01, 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, 0x08, 0x00, 0x00, 0x00,
+  0x08, 0x00, 0x00, 0x00, 0x04, 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,
+  0x4a, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x4a, 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 = {
+  -73.19745,  -62.66789,  -15.868883, -69.99245,  -86.77558,  -47.07158,  -59.42521,  5.4639907,
+  -15.482954, 58.430527,  30.962307,  -8.479264,  64.87171,   67.23879,   54.92413,   -75.001656,
+  4.095402,   -11.012883, 1.7135352,  -13.673498, 87.62411,   88.27154,   86.84994,   61.68961,
+  -67.81691,  -36.073383, 54.346165,  -83.79197,  35.099308,  -23.05919,  26.401726,  20.99549,
+  -68.63421,  -93.027596, 20.0895,    -16.020033, 57.642673,  8.66057,    39.191364,  29.198711,
+  -5.9334397, 11.010835,  82.77485,   -34.213863, -38.869553, 16.539444,  51.105484,  25.632273,
+  -55.436813, -26.42026,  77.96095,   -59.019154, -82.52756,  -94.416176, -83.77591,  46.43875,
+  0.7686069,  57.346397,  -89.24597,  -8.594538,  -98.168755, -33.18969,  -41.993664, 13.660449,
+  50.10378,   9.801906,   -4.2520585, 27.210102,  48.8715,    -19.44194,  38.652195,  23.77053,
+  -82.0674,   -93.96652,  99.148094,  22.794533,  0.5715625,  0.84766275, 87.92019,   37.35077,
+  -32.265865, 67.46462,   -24.098558, 87.36311,   90.409134,  33.023712,  -15.923093, 40.05901,
+  -12.006578, 31.039108,  -63.882004, -73.78517,  -24.940235, 30.9098,    31.745,     -89.77378,
+  -46.777866, 58.79768,   -24.669464, 96.29413,   61.62126,   45.743416,  38.30191,   71.805405,
+  -31.20969,  33.56755,   -1.926614,  72.13441,   -22.292011, -16.355177, 21.689945,  87.95895,
+  -98.04168,  93.35264,   -12.684541, -18.105795, 30.574284,  42.890903,  -94.390366, -47.013157,
+  -98.465126, 28.63009,   -83.54015,  86.82799,   0.6768988,  6.070787,   43.308678,  1.8557712,
+  -73.0521,   -90.86948,  43.77232,   68.301056,  66.867775,  97.34002,   -59.342876, -51.359367,
+  17.27793,   52.223003,  -3.9915564, 29.598532,  34.474148,  -80.920456, -30.45005,  -17.469683,
+  -67.02992,  -34.23075,  -35.53944,  61.557327,  -66.91338,  -94.03176,  -45.88021,  97.36409,
+  96.45681,   -32.885677, 72.40823,   -62.28857,  20.948895,  1.259363,   -84.97583,  60.83626,
+  -94.692535, -15.315798, -99.92936,  40.56625,   -8.6356325, -7.3984733, 56.255993,  -31.700819,
+  62.08311,   52.800938,  32.27374,   -99.46793,  -40.924038, 24.67266,   -58.954403, 42.263252,
+  -72.13501,  -58.40316,  14.619292,  -43.400642, -82.13468,  -47.54976,  -42.642033, -8.409653,
+  74.90983,   97.76474,   -71.152916, 83.61312,   -37.22972,  21.405357,  -56.848846, 90.63024,
+  -70.21143,  -29.522697, 94.9647,    74.74478,   37.564766,  -40.22343,  -63.337795, -65.86191,
+  -48.546135, -58.20052,  36.73888,   67.78194,   -43.096832, 94.7046,    9.798892,   -79.97487,
+  -15.868657, -84.753975, 4.8745494,  -18.346195, 54.9818,    75.854,     41.797707,  -5.673281,
+  -36.31264,  -73.4931,   -41.090492, 6.3805137,  -73.66098,  85.20992,   91.28027,   -73.26658,
+  -92.18044,  41.29011,   5.5041995,  -73.70062,  -16.678818, 30.614132,  92.100555,  11.274231,
+  -37.915485, 34.91591,   36.32971,   -37.70164,  -23.708878, 19.026278,  -41.71216,  67.325356,
+  78.23511,   -43.154037, 22.667723,  30.742237,  -6.086414,  17.191307,  65.828896,  -40.83338,
+  -18.61725,  23.976517,  80.2347,    -92.53064,  71.6477,    -38.28841,  -60.853157, 24.402542};
+
+const std::vector<float> reference_output_data = {
+  -221.72667,  -187.80838, 65.43062,   112.03298,  -18.877445,  324.43518,  -133.33609, 59.437332,
+  -157.59233,  134.69333,  53.63838,   54.407646,  -62.91527,   -214.28088, -39.725502, -159.69167,
+  82.86372,    91.85229,   -54.091293, 126.690186, 98.46331,    147.56876,  -118.63464, -52.059216,
+  83.64448,    217.472,    72.56565,   71.00171,   -35.479378,  -67.93834,  -66.547195, 51.912132,
+  -51.84819,   53.505547,  95.10791,   -94.36604,  -75.24278,   -109.46126, 73.690796,  -1.9313087,
+  -169.37143,  8.521067,   47.689857,  -32.942528, -159.31952,  -180.73613, 185.13477,  17.957031,
+  69.97535,    -131.85837, -2.2258453, -18.56821,  -114.094284, 166.96024,  -144.51573, 29.562637,
+  -119.086754, 117.310104, -4.3715096, 20.930595,  88.49103,    36.10041,   -6.9366684, -3.0913277};
+
+} // namespace sum_float
+
+class TestDataFloatSum : public TestDataSumBase<float>
+{
+public:
+  TestDataFloatSum()
+  {
+    _input_data = sum_float::input_data;
+    _reference_output_data = sum_float::reference_output_data;
+    _test_kernel_model_circle = sum_float::test_kernel_model_circle;
+  }
+
+  ~TestDataFloatSum() override = default;
+};
+
+} // namespace test_model
+} // namespace onert_micro
+
+#endif // ONERT_MICRO_TEST_MODELS_FLOAT_SUM_KERNEL_H
diff --git a/onert-micro/onert-micro/include/test_models/sum/NegSumKernel.h b/onert-micro/onert-micro/include/test_models/sum/NegSumKernel.h
@@ -0,0 +1,91 @@
+/*
+ * 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 ONERT_MICRO_TEST_MODELS_NEG_SUM_KERNEL_H
+#define ONERT_MICRO_TEST_MODELS_NEG_SUM_KERNEL_H
+
+#include "TestDataSumBase.h"
+
+namespace onert_micro
+{
+namespace test_model
+{
+namespace neg_input_output_type_mismatch_sum_kernel
+{
+/*
+ * Sum Kernel with input output type mismatch:
+ *
+ *      Input(1, 8, 8, 4) - Float32
+ *            |
+ *           Sum
+ *            |
+ *      Output(1, 8, 8, 1) - 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,
+  0x48, 0x00, 0x00, 0x00, 0x98, 0x01, 0x00, 0x00, 0xb4, 0x01, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
+  0x34, 0x00, 0x00, 0x00, 0x28, 0x00, 0x00, 0x00, 0x20, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x00, 0x00,
+  0x00, 0x00, 0x06, 0x00, 0x08, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
+  0x04, 0x00, 0x00, 0x00, 0xff, 0xff, 0xff, 0xff, 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, 0x68, 0x00, 0x00, 0x00,
+  0x6c, 0x00, 0x00, 0x00, 0x70, 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, 0x1b, 0x14, 0x00, 0x00, 0x00, 0x18, 0x00, 0x00, 0x00, 0x1c, 0x00, 0x00, 0x00,
+  0x00, 0x00, 0x06, 0x00, 0x08, 0x00, 0x07, 0x00, 0x06, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x01,
+  0x01, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+  0x01, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
+  0x00, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00, 0x88, 0x00, 0x00, 0x00, 0x44, 0x00, 0x00, 0x00,
+  0x04, 0x00, 0x00, 0x00, 0xd0, 0xff, 0xff, 0xff, 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, 0x08, 0x00, 0x00, 0x00, 0x08, 0x00, 0x00, 0x00,
+  0x01, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x14, 0x00, 0x10, 0x00, 0x0f, 0x00, 0x08, 0x00, 0x04, 0x00,
+  0x0c, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x02,
+  0x1c, 0x00, 0x00, 0x00, 0x11, 0x00, 0x00, 0x00, 0x72, 0x65, 0x64, 0x75, 0x63, 0x74, 0x69, 0x6f,
+  0x6e, 0x5f, 0x69, 0x6e, 0x64, 0x69, 0x63, 0x65, 0x73, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
+  0x01, 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,
+  0x08, 0x00, 0x00, 0x00, 0x08, 0x00, 0x00, 0x00, 0x04, 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, 0x4a, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x4a, 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_sum_kernel
+
+class NegTestDataInputOutputTypeMismatchSumKernel : public NegTestDataBase
+{
+public:
+  NegTestDataInputOutputTypeMismatchSumKernel()
+  {
+    _test_kernel_model_circle = neg_input_output_type_mismatch_sum_kernel::test_kernel_model_circle;
+  }
+
+  ~NegTestDataInputOutputTypeMismatchSumKernel() 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
+
+#endif // ONERT_MICRO_TEST_MODELS_NEG_TANH_KERNEL_H
diff --git a/onert-micro/onert-micro/include/test_models/sum/TestDataSumBase.h b/onert-micro/onert-micro/include/test_models/sum/TestDataSumBase.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 ONERT_MICRO_TEST_MODELS_SUM_KERNEL_BASE_H
+#define ONERT_MICRO_TEST_MODELS_SUM_KERNEL_BASE_H
+
+#include "test_models/TestDataBase.h"
+
+namespace onert_micro
+{
+namespace test_model
+{
+
+template <typename T> class TestDataSumBase : public TestDataBase<T>
+{
+public:
+  TestDataSumBase() = 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_model
+} // namespace onert_micro
+
+#endif // ONERT_MICRO_TEST_MODELS_SUM_KERNEL_BASE_H