[onert-micro] Add While kernel

This pr adds While kernel. ONE-DCO-1.0-Signed-off-by: Artem Balyshev <[email protected]>
Samsung · Jun 20, 2024 · 9996eda · 9996eda
1 parent 6be79d6
commit 9996eda
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Showing 9 changed files with 594 additions and 10 deletions.
diff --git a/onert-micro/onert-micro/include/pal/mcu/KernelsToBuild.lst b/onert-micro/onert-micro/include/pal/mcu/KernelsToBuild.lst
@@ -18,7 +18,7 @@ REGISTER_KERNEL(FULLY_CONNECTED, FullyConnected)
 REGISTER_KERNEL(CONV_2D, Conv2D)
 REGISTER_KERNEL(LOGISTIC, Logistic)
 REGISTER_KERNEL(LOG, Log)
-#/*REGISTER_KERNEL(GATHER, Gather)*/
+REGISTER_KERNEL(GATHER, Gather)
 REGISTER_KERNEL(GATHER_ND, GatherND)
 REGISTER_KERNEL(EXP, Exp)
 REGISTER_KERNEL(GREATER, Greater)
@@ -63,7 +63,7 @@ REGISTER_KERNEL(SQUARED_DIFFERENCE, SquaredDifference)
 REGISTER_KERNEL(SUB, Sub)
 #/*REGISTER_KERNEL(SPLIT, Split)*/
 REGISTER_KERNEL(SPACE_TO_BATCH_ND, SpaceToBatchND)
-#/*REGISTER_KERNEL(STRIDED_SLICE, StridedSlice)*/
+REGISTER_KERNEL(STRIDED_SLICE, StridedSlice)
 #/*REGISTER_KERNEL(SPLIT_V, SplitV)*/
 REGISTER_KERNEL(SQUARE, Square)
 REGISTER_KERNEL(SQRT, Sqrt)
@@ -76,7 +76,7 @@ REGISTER_KERNEL(SOFTMAX, Softmax)
 #/*REGISTER_KERNEL(SUM, Sum)*/
 #/*REGISTER_KERNEL(SELECT_V2, SelectV2)*/
 #/*REGISTER_KERNEL(SVDF, SVDF)*/
-#/*REGISTER_KERNEL(WHILE, While)*/
+REGISTER_KERNEL(WHILE, While)
 #/*REGISTER_KERNEL(UNIDIRECTIONAL_SEQUENCE_LSTM, UnidirectionalSequenceLSTM)*/
 #/*REGISTER_KERNEL(RESIZE_BILINEAR, ResizeBilinear)*/
 #/*REGISTER_KERNEL(RESIZE_NEAREST_NEIGHBOR, ResizeNearestNeighbor)*/

diff --git a/onert-micro/onert-micro/include/test_models/while/NegWhileKernel.h b/onert-micro/onert-micro/include/test_models/while/NegWhileKernel.h
@@ -0,0 +1,137 @@
+/*
+ * 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_NEG_WHILE_KERNEL_H
+#define ONERT_MICRO_TEST_MODELS_NEG_WHILE_KERNEL_H
+
+#include "test_models/TestDataBase.h"
+
+namespace onert_micro
+{
+namespace test_model
+{
+
+namespace neg_while_kernel
+{
+/*
+ * While Kernel with wrong output type for Cond Graph (should be boolean but using int32):
+ *    Main graph:
+ *            Input(1)
+ *                |
+ *             While
+ *                |
+ *           Output(1)
+ *
+ *    Cond graph:
+ *            CInput(1)
+ *                |
+ *            Less (Const = 10)
+ *                |
+ *            COutput(1) - int32, but should be bool
+ *
+ *    Body Graph:
+ *            BInput(1)
+ *                |
+ *           Add (Const = 1)
+ *                |
+ *            BOutput(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,
+  0x7c, 0x00, 0x00, 0x00, 0x78, 0x03, 0x00, 0x00, 0xb0, 0x03, 0x00, 0x00, 0x09, 0x00, 0x00, 0x00,
+  0x68, 0x00, 0x00, 0x00, 0x60, 0x00, 0x00, 0x00, 0x58, 0x00, 0x00, 0x00, 0x50, 0x00, 0x00, 0x00,
+  0x48, 0x00, 0x00, 0x00, 0x34, 0x00, 0x00, 0x00, 0x24, 0x00, 0x00, 0x00, 0x18, 0x00, 0x00, 0x00,
+  0x04, 0x00, 0x00, 0x00, 0xe2, 0xff, 0xff, 0xff, 0x04, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
+  0x01, 0x00, 0x00, 0x00, 0x94, 0xfc, 0xff, 0xff, 0x04, 0x00, 0x06, 0x00, 0x04, 0x00, 0x00, 0x00,
+  0x00, 0x00, 0x06, 0x00, 0x08, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
+  0x04, 0x00, 0x00, 0x00, 0x0a, 0x00, 0x00, 0x00, 0xb8, 0xfc, 0xff, 0xff, 0xbc, 0xfc, 0xff, 0xff,
+  0xc0, 0xfc, 0xff, 0xff, 0xc4, 0xfc, 0xff, 0xff, 0xc8, 0xfc, 0xff, 0xff, 0x03, 0x00, 0x00, 0x00,
+  0x10, 0x02, 0x00, 0x00, 0x08, 0x01, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x0a, 0xfe, 0xff, 0xff,
+  0x14, 0x00, 0x00, 0x00, 0x20, 0x00, 0x00, 0x00, 0x60, 0x00, 0x00, 0x00, 0x64, 0x00, 0x00, 0x00,
+  0x68, 0x00, 0x00, 0x00, 0x0a, 0x00, 0x00, 0x00, 0x57, 0x48, 0x49, 0x4c, 0x45, 0x5f, 0x42, 0x4f,
+  0x44, 0x59, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x14, 0x00, 0x00, 0x00, 0x00, 0x00, 0x0e, 0x00,
+  0x14, 0x00, 0x00, 0x00, 0x10, 0x00, 0x0c, 0x00, 0x07, 0x00, 0x08, 0x00, 0x0e, 0x00, 0x00, 0x00,
+  0x00, 0x00, 0x00, 0x0b, 0x0c, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00,
+  0x30, 0xfd, 0xff, 0xff, 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, 0x58, 0x00, 0x00, 0x00,
+  0x30, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0xd0, 0xfd, 0xff, 0xff, 0x10, 0x00, 0x00, 0x00,
+  0x07, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x02, 0x10, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
+  0x62, 0x6f, 0x66, 0x6d, 0x00, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
+  0xf8, 0xfd, 0xff, 0xff, 0x10, 0x00, 0x00, 0x00, 0x08, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x02,
+  0x10, 0x00, 0x00, 0x00, 0x05, 0x00, 0x00, 0x00, 0x62, 0x69, 0x66, 0x6d, 0x33, 0x00, 0x00, 0x00,
+  0x00, 0x00, 0x00, 0x00, 0x1c, 0xfe, 0xff, 0xff, 0x10, 0x00, 0x00, 0x00, 0x06, 0x00, 0x00, 0x00,
+  0x00, 0x00, 0x00, 0x02, 0x10, 0x00, 0x00, 0x00, 0x05, 0x00, 0x00, 0x00, 0x62, 0x69, 0x66, 0x6d,
+  0x31, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x0a, 0xff, 0xff, 0xff,
+  0x14, 0x00, 0x00, 0x00, 0x20, 0x00, 0x00, 0x00, 0x54, 0x00, 0x00, 0x00, 0x58, 0x00, 0x00, 0x00,
+  0x5c, 0x00, 0x00, 0x00, 0x0a, 0x00, 0x00, 0x00, 0x57, 0x48, 0x49, 0x4c, 0x45, 0x5f, 0x43, 0x4f,
+  0x4e, 0x44, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0xfe, 0xfe, 0xff, 0xff,
+  0x00, 0x00, 0x00, 0x29, 0x10, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00, 0x14, 0x00, 0x00, 0x00,
+  0x01, 0x00, 0x00, 0x00, 0x24, 0xfe, 0xff, 0xff, 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,
+  0x58, 0x00, 0x00, 0x00, 0x30, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0xc4, 0xfe, 0xff, 0xff,
+  0x10, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x02, 0x10, 0x00, 0x00, 0x00,
+  0x04, 0x00, 0x00, 0x00, 0x63, 0x6f, 0x66, 0x6d, 0x00, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
+  0x01, 0x00, 0x00, 0x00, 0xec, 0xfe, 0xff, 0xff, 0x10, 0x00, 0x00, 0x00, 0x05, 0x00, 0x00, 0x00,
+  0x00, 0x00, 0x00, 0x02, 0x10, 0x00, 0x00, 0x00, 0x05, 0x00, 0x00, 0x00, 0x63, 0x69, 0x66, 0x6d,
+  0x32, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x10, 0xff, 0xff, 0xff, 0x10, 0x00, 0x00, 0x00,
+  0x03, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x02, 0x10, 0x00, 0x00, 0x00, 0x05, 0x00, 0x00, 0x00,
+  0x63, 0x69, 0x66, 0x6d, 0x31, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x01, 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, 0x6c, 0x00, 0x00, 0x00,
+  0x70, 0x00, 0x00, 0x00, 0x74, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x4d, 0x61, 0x69, 0x6e,
+  0x00, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x14, 0x00, 0x00, 0x00, 0x00, 0x00, 0x0e, 0x00,
+  0x18, 0x00, 0x14, 0x00, 0x10, 0x00, 0x0c, 0x00, 0x07, 0x00, 0x08, 0x00, 0x0e, 0x00, 0x00, 0x00,
+  0x00, 0x00, 0x00, 0x5d, 0x18, 0x00, 0x00, 0x00, 0x20, 0x00, 0x00, 0x00, 0x24, 0x00, 0x00, 0x00,
+  0x02, 0x00, 0x00, 0x00, 0x08, 0x00, 0x0c, 0x00, 0x08, 0x00, 0x04, 0x00, 0x08, 0x00, 0x00, 0x00,
+  0x02, 0x00, 0x00, 0x00, 0x01, 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, 0x10, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00,
+  0x00, 0x00, 0x00, 0x02, 0x0c, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00, 0x6f, 0x66, 0x6d, 0x00,
+  0x01, 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, 0x01, 0x00, 0x00, 0x00,
+  0x00, 0x00, 0x00, 0x02, 0x10, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x69, 0x66, 0x6d, 0x31,
+  0x00, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00,
+  0x34, 0x00, 0x00, 0x00, 0x20, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0xf4, 0xff, 0xff, 0xff,
+  0x77, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x77, 0x0c, 0x00, 0x0c, 0x00, 0x0b, 0x00, 0x00, 0x00,
+  0x00, 0x00, 0x04, 0x00, 0x0c, 0x00, 0x00, 0x00, 0x3a, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x3a,
+  0x04, 0x00, 0x04, 0x00, 0x04, 0x00, 0x00, 0x00, 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_while_kernel
+
+class NegTestDataWhileKernel : public NegTestDataBase
+{
+public:
+  NegTestDataWhileKernel()
+  {
+    _test_kernel_model_circle = neg_while_kernel::test_kernel_model_circle;
+  }
+
+  ~NegTestDataWhileKernel() 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_WHILE_KERNEL_H
diff --git a/onert-micro/onert-micro/include/test_models/while/WhileKernel.h b/onert-micro/onert-micro/include/test_models/while/WhileKernel.h
@@ -0,0 +1,163 @@
+/*
+ * 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_WHILE_KERNEL_H
+#define ONERT_MICRO_TEST_MODELS_WHILE_KERNEL_H
+
+#include "test_models/TestDataBase.h"
+#include <cassert>
+
+namespace onert_micro
+{
+namespace test_model
+{
+
+namespace while_kernel
+{
+/*
+ * While Kernel:
+ *    Main graph:
+ *            Input(1)
+ *                |
+ *             While
+ *                |
+ *           Output(1)
+ *
+ *    Cond graph:
+ *            CInput(1)
+ *                |
+ *            Less (Const = 10)
+ *                |
+ *            COutput(1)
+ *
+ *    Body Graph:
+ *            BInput(1)
+ *                |
+ *           Add (Const = 1)
+ *                |
+ *           BOutput(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,
+  0x7c, 0x00, 0x00, 0x00, 0x78, 0x03, 0x00, 0x00, 0xb0, 0x03, 0x00, 0x00, 0x09, 0x00, 0x00, 0x00,
+  0x68, 0x00, 0x00, 0x00, 0x60, 0x00, 0x00, 0x00, 0x58, 0x00, 0x00, 0x00, 0x50, 0x00, 0x00, 0x00,
+  0x48, 0x00, 0x00, 0x00, 0x34, 0x00, 0x00, 0x00, 0x24, 0x00, 0x00, 0x00, 0x18, 0x00, 0x00, 0x00,
+  0x04, 0x00, 0x00, 0x00, 0xe2, 0xff, 0xff, 0xff, 0x04, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
+  0x01, 0x00, 0x00, 0x00, 0x94, 0xfc, 0xff, 0xff, 0x04, 0x00, 0x06, 0x00, 0x04, 0x00, 0x00, 0x00,
+  0x00, 0x00, 0x06, 0x00, 0x08, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
+  0x04, 0x00, 0x00, 0x00, 0x0a, 0x00, 0x00, 0x00, 0xb8, 0xfc, 0xff, 0xff, 0xbc, 0xfc, 0xff, 0xff,
+  0xc0, 0xfc, 0xff, 0xff, 0xc4, 0xfc, 0xff, 0xff, 0xc8, 0xfc, 0xff, 0xff, 0x03, 0x00, 0x00, 0x00,
+  0x10, 0x02, 0x00, 0x00, 0x08, 0x01, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x0a, 0xfe, 0xff, 0xff,
+  0x14, 0x00, 0x00, 0x00, 0x20, 0x00, 0x00, 0x00, 0x60, 0x00, 0x00, 0x00, 0x64, 0x00, 0x00, 0x00,
+  0x68, 0x00, 0x00, 0x00, 0x0a, 0x00, 0x00, 0x00, 0x57, 0x48, 0x49, 0x4c, 0x45, 0x5f, 0x42, 0x4f,
+  0x44, 0x59, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x14, 0x00, 0x00, 0x00, 0x00, 0x00, 0x0e, 0x00,
+  0x14, 0x00, 0x00, 0x00, 0x10, 0x00, 0x0c, 0x00, 0x07, 0x00, 0x08, 0x00, 0x0e, 0x00, 0x00, 0x00,
+  0x00, 0x00, 0x00, 0x0b, 0x0c, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00,
+  0x30, 0xfd, 0xff, 0xff, 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, 0x58, 0x00, 0x00, 0x00,
+  0x30, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0xd0, 0xfd, 0xff, 0xff, 0x10, 0x00, 0x00, 0x00,
+  0x07, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x02, 0x10, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
+  0x62, 0x6f, 0x66, 0x6d, 0x00, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
+  0xf8, 0xfd, 0xff, 0xff, 0x10, 0x00, 0x00, 0x00, 0x08, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x02,
+  0x10, 0x00, 0x00, 0x00, 0x05, 0x00, 0x00, 0x00, 0x62, 0x69, 0x66, 0x6d, 0x33, 0x00, 0x00, 0x00,
+  0x00, 0x00, 0x00, 0x00, 0x1c, 0xfe, 0xff, 0xff, 0x10, 0x00, 0x00, 0x00, 0x06, 0x00, 0x00, 0x00,
+  0x00, 0x00, 0x00, 0x02, 0x10, 0x00, 0x00, 0x00, 0x05, 0x00, 0x00, 0x00, 0x62, 0x69, 0x66, 0x6d,
+  0x31, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x0a, 0xff, 0xff, 0xff,
+  0x14, 0x00, 0x00, 0x00, 0x20, 0x00, 0x00, 0x00, 0x54, 0x00, 0x00, 0x00, 0x58, 0x00, 0x00, 0x00,
+  0x5c, 0x00, 0x00, 0x00, 0x0a, 0x00, 0x00, 0x00, 0x57, 0x48, 0x49, 0x4c, 0x45, 0x5f, 0x43, 0x4f,
+  0x4e, 0x44, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0xfe, 0xfe, 0xff, 0xff,
+  0x00, 0x00, 0x00, 0x29, 0x10, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00, 0x14, 0x00, 0x00, 0x00,
+  0x01, 0x00, 0x00, 0x00, 0x24, 0xfe, 0xff, 0xff, 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,
+  0x58, 0x00, 0x00, 0x00, 0x30, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0xc4, 0xfe, 0xff, 0xff,
+  0x10, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x06, 0x10, 0x00, 0x00, 0x00,
+  0x04, 0x00, 0x00, 0x00, 0x63, 0x6f, 0x66, 0x6d, 0x00, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00,
+  0x01, 0x00, 0x00, 0x00, 0xec, 0xfe, 0xff, 0xff, 0x10, 0x00, 0x00, 0x00, 0x05, 0x00, 0x00, 0x00,
+  0x00, 0x00, 0x00, 0x02, 0x10, 0x00, 0x00, 0x00, 0x05, 0x00, 0x00, 0x00, 0x63, 0x69, 0x66, 0x6d,
+  0x32, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x10, 0xff, 0xff, 0xff, 0x10, 0x00, 0x00, 0x00,
+  0x03, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x02, 0x10, 0x00, 0x00, 0x00, 0x05, 0x00, 0x00, 0x00,
+  0x63, 0x69, 0x66, 0x6d, 0x31, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x01, 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, 0x6c, 0x00, 0x00, 0x00,
+  0x70, 0x00, 0x00, 0x00, 0x74, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x4d, 0x61, 0x69, 0x6e,
+  0x00, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x14, 0x00, 0x00, 0x00, 0x00, 0x00, 0x0e, 0x00,
+  0x18, 0x00, 0x14, 0x00, 0x10, 0x00, 0x0c, 0x00, 0x07, 0x00, 0x08, 0x00, 0x0e, 0x00, 0x00, 0x00,
+  0x00, 0x00, 0x00, 0x5d, 0x18, 0x00, 0x00, 0x00, 0x20, 0x00, 0x00, 0x00, 0x24, 0x00, 0x00, 0x00,
+  0x02, 0x00, 0x00, 0x00, 0x08, 0x00, 0x0c, 0x00, 0x08, 0x00, 0x04, 0x00, 0x08, 0x00, 0x00, 0x00,
+  0x02, 0x00, 0x00, 0x00, 0x01, 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, 0x10, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00,
+  0x00, 0x00, 0x00, 0x02, 0x0c, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00, 0x6f, 0x66, 0x6d, 0x00,
+  0x01, 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, 0x01, 0x00, 0x00, 0x00,
+  0x00, 0x00, 0x00, 0x02, 0x10, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x69, 0x66, 0x6d, 0x31,
+  0x00, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00,
+  0x34, 0x00, 0x00, 0x00, 0x20, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0xf4, 0xff, 0xff, 0xff,
+  0x77, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x77, 0x0c, 0x00, 0x0c, 0x00, 0x0b, 0x00, 0x00, 0x00,
+  0x00, 0x00, 0x04, 0x00, 0x0c, 0x00, 0x00, 0x00, 0x3a, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x3a,
+  0x04, 0x00, 0x04, 0x00, 0x04, 0x00, 0x00, 0x00, 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<int32_t> input_data = {35};
+
+const std::vector<int32_t> reference_output_data = {35};
+} // namespace while_kernel
+
+template <typename T> class TestDataWhileKernel : public TestDataBase<T>
+{
+public:
+  TestDataWhileKernel()
+  {
+    _input_data = while_kernel::input_data;
+    _reference_output_data = while_kernel::reference_output_data;
+    _test_kernel_model_circle = while_kernel::test_kernel_model_circle;
+  }
+
+  ~TestDataWhileKernel() override = 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_WHILE_KERNEL_H
diff --git a/onert-micro/onert-micro/src/core/OMRuntimeModule.cpp b/onert-micro/onert-micro/src/core/OMRuntimeModule.cpp
@@ -104,16 +104,23 @@ OMStatus OMRuntimeModule::importModel(const char *model_ptr, const OMConfig &con
                                                                  runtime_allocator, config);
     if (status != Ok)
       return status;
+  }
+  for (uint32_t i = 0; i < num_subgraph; ++i)
+  {
+    // Second - load default graph
+    OMRuntimeGraph &graph = _graphs.at(i);
 
+    OMRuntimeContext &runtime_context = graph.getRuntimeContext();
+    OMRuntimeStorage &runtime_storage = graph.getRuntimeStorage();
+    memory::OMRuntimeAllocator &runtime_allocator = graph.getRuntimeAllocator();
     // 5 - KernelConfigure
     import::OMConfigureArgs configure_args = {runtime_storage, runtime_context, 0, config, *this};
 
     status = import::OMKernelConfiguration::configureKernels(configure_args);
     if (status != Ok)
       return status;
-
-    // Done!
   }
+  // Done!
 
   return Ok;
 }

diff --git a/onert-micro/onert-micro/src/execute/OMRuntimeKernel.cpp b/onert-micro/onert-micro/src/execute/OMRuntimeKernel.cpp
@@ -26,15 +26,15 @@ OMStatus onert_micro::execute::OMRuntimeKernel::readKernel(uint16_t op_index,
   const circle::Operator *last_operator = runtime_context.getCircleOperatorAt(op_index);
 
   inputs_num = first_operator->inputs()->size();
-  assert(inputs_num < maxInputSize);
+  assert(inputs_num <= maxInputSize);
 
-  if (inputs_num >= maxInputSize)
+  if (inputs_num > maxInputSize)
     return UnknownError;
 
   outputs_num = last_operator->outputs()->size();
-  assert(outputs_num < maxOutputSize);
+  assert(outputs_num <= maxOutputSize);
 
-  if (outputs_num >= maxOutputSize)
+  if (outputs_num > maxOutputSize)
     return UnknownError;
 
   assert(inputs_num > 0 and outputs_num > 0);