[onert-micro] Add BinaryArithmetic kernel

This pr adds Sub and Mul kernels to onert-micro.

ONE-DCO-1.0-Signed-off-by: Artem Balyshev <[email protected]>

onert-micro/onert-micro/include/pal/common/PALMulCommon.h

@@ -0,0 +1,53 @@
+/*
+ * Copyright (c) 2021 Samsung Electronics Co., Ltd. All Rights Reserved
+ * Copyright 2019 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 ONERT_MICRO_EXECUTE_PAL_MUL_COMMON_H
+#define ONERT_MICRO_EXECUTE_PAL_MUL_COMMON_H
+
+#include "PALArithmeticOpCommon.h"
+
+namespace onert_micro
+{
+namespace execute
+{
+namespace pal
+{
+
+template <typename T>
+OMStatus Mul(const core::BinaryArithmeticBroadcastParams &params, const int flat_size,
+             const T *input1_data, const T *input2_data, T *output_data)
+{
+  ArithmeticOp<T, MulFn<T>>(params, flat_size, input1_data, input2_data, output_data);
+  return Ok;
+}
+
+template <typename T>
+OMStatus BroadcastMul4DSlow(const core::BinaryArithmeticBroadcastParams &params,
+                            const core::OMRuntimeShape &input1_shape, const T *input1_data,
+                            const core::OMRuntimeShape &input2_shape, const T *input2_data,
+                            const core::OMRuntimeShape &output_shape, T *output_data)
+{
+  BroadcastArithmeticOp4DSlow<T, MulFn<T>>(params, input1_shape, input1_data, input2_shape,
+                                           input2_data, output_shape, output_data);
+  return Ok;
+}
+
+} // namespace pal
+} // namespace execute
+} // namespace onert_micro
+
+#endif // ONERT_MICRO_EXECUTE_PAL_MUL_COMMON_H

onert-micro/onert-micro/include/pal/common/PALSubCommon.h

@@ -0,0 +1,51 @@
+/*
+ * Copyright (c) 2021 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_EXECUTE_PAL_SUB_COMMON_H
+#define ONERT_MICRO_EXECUTE_PAL_SUB_COMMON_H
+
+#include "PALArithmeticOpCommon.h"
+
+namespace onert_micro
+{
+namespace execute
+{
+namespace pal
+{
+template <typename T>
+OMStatus Sub(const core::BinaryArithmeticBroadcastParams &params, const int flat_size,
+             const T *input1_data, const T *input2_data, T *output_data)
+{
+  ArithmeticOp<T, SubFn<T>>(params, flat_size, input1_data, input2_data, output_data);
+  return Ok;
+}
+
+template <typename T>
+OMStatus BroadcastSub4DSlow(const core::BinaryArithmeticBroadcastParams &params,
+                            const core::OMRuntimeShape &input1_shape, const T *input1_data,
+                            const core::OMRuntimeShape &input2_shape, const T *input2_data,
+                            const core::OMRuntimeShape &output_shape, T *output_data)
+{
+  BroadcastArithmeticOp4DSlow<T, SubFn<T>>(params, input1_shape, input1_data, input2_shape,
+                                           input2_data, output_shape, output_data);
+  return Ok;
+}
+
+} // namespace pal
+} // namespace execute
+} // namespace onert_micro
+
+#endif // ONERT_MICRO_EXECUTE_PAL_SUB_COMMON_H

onert-micro/onert-micro/include/pal/mcu/PALMul.h

@@ -0,0 +1,23 @@
+/*
+ * Copyright (c) 2021 Samsung Electronics Co., Ltd. All Rights Reserved
+ * Copyright 2019 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 ONERT_MICRO_EXECUTE_PAL_MUL_H
+#define ONERT_MICRO_EXECUTE_PAL_MUL_H
+
+#include "PALMulCommon.h"
+
+#endif // ONERT_MICRO_EXECUTE_PAL_MUL_H

onert-micro/onert-micro/include/pal/mcu/PALSub.h

@@ -0,0 +1,23 @@
+/*
+ * Copyright (c) 2021 Samsung Electronics Co., Ltd. All Rights Reserved
+ * Copyright 2019 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 ONERT_MICRO_EXECUTE_PAL_SUB_H
+#define ONERT_MICRO_EXECUTE_PAL_SUB_H
+
+#include "PALSubCommon.h"
+
+#endif // ONERT_MICRO_EXECUTE_PAL_MUL_H

onert-micro/onert-micro/include/test_models/mul/FloatMulKernel.h

@@ -0,0 +1,177 @@
+/*
+ * 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_MUL_KERNEL_FLOAT_H
+#define ONERT_MICRO_TEST_MODELS_MUL_KERNEL_FLOAT_H
+
+#include "TestDataMulBase.h"
+
+namespace onert_micro
+{
+namespace test_model
+{
+namespace mul_float_with_broadcasting
+{
+
+/*
+ * Mul Kernel:
+ *
+ * Input_1(2, 5)   Input_2(2, 1)
+ *       \             /
+ *     Mul(with broadcast)
+ *              |
+ *          Output(2, 5)
+ */
+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,
+  0xc0, 0x00, 0x00, 0x00, 0x0c, 0x02, 0x00, 0x00, 0x28, 0x02, 0x00, 0x00, 0x06, 0x00, 0x00, 0x00,
+  0xac, 0x00, 0x00, 0x00, 0xa4, 0x00, 0x00, 0x00, 0x9c, 0x00, 0x00, 0x00, 0x94, 0x00, 0x00, 0x00,
+  0x74, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x9a, 0xff, 0xff, 0xff, 0x04, 0x00, 0x00, 0x00,
+  0x58, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x00, 0x00, 0x08, 0x00, 0x0c, 0x00, 0x08, 0x00, 0x04, 0x00,
+  0x08, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00, 0x28, 0x00, 0x00, 0x00, 0x08, 0x00, 0x0c, 0x00,
+  0x08, 0x00, 0x07, 0x00, 0x08, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x01, 0x04, 0x00, 0x00, 0x00,
+  0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x0a, 0x00, 0x10, 0x00, 0x0c, 0x00, 0x08, 0x00, 0x04, 0x00,
+  0x0a, 0x00, 0x00, 0x00, 0x05, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
+  0x06, 0x00, 0x00, 0x00, 0x32, 0x2e, 0x31, 0x31, 0x2e, 0x30, 0x00, 0x00, 0x00, 0x00, 0x06, 0x00,
+  0x08, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00,
+  0x31, 0x2e, 0x35, 0x2e, 0x30, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+  0xc4, 0xfe, 0xff, 0xff, 0xc8, 0xfe, 0xff, 0xff, 0xcc, 0xfe, 0xff, 0xff, 0xd0, 0xfe, 0xff, 0xff,
+  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, 0x5c, 0x00, 0x00, 0x00, 0x60, 0x00, 0x00, 0x00, 0x68, 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, 0x14, 0x00, 0x00, 0x00, 0x10, 0x00, 0x0c, 0x00,
+  0x07, 0x00, 0x08, 0x00, 0x0e, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x15, 0x0c, 0x00, 0x00, 0x00,
+  0x0c, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00, 0x3c, 0xff, 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, 0x02, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+  0x01, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00, 0x80, 0x00, 0x00, 0x00, 0x34, 0x00, 0x00, 0x00,
+  0x04, 0x00, 0x00, 0x00, 0x9a, 0xff, 0xff, 0xff, 0x10, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00,
+  0x03, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00, 0x8c, 0xff, 0xff, 0xff, 0x03, 0x00, 0x00, 0x00,
+  0x4d, 0x75, 0x6c, 0x00, 0x02, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x05, 0x00, 0x00, 0x00,
+  0xc6, 0xff, 0xff, 0xff, 0x10, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00,
+  0x1c, 0x00, 0x00, 0x00, 0xb8, 0xff, 0xff, 0xff, 0x0d, 0x00, 0x00, 0x00, 0x50, 0x6c, 0x61, 0x63,
+  0x65, 0x68, 0x6f, 0x6c, 0x64, 0x65, 0x72, 0x5f, 0x31, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00,
+  0x02, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x00, 0x00, 0x0e, 0x00, 0x14, 0x00, 0x10, 0x00,
+  0x00, 0x00, 0x0c, 0x00, 0x08, 0x00, 0x04, 0x00, 0x0e, 0x00, 0x00, 0x00, 0x14, 0x00, 0x00, 0x00,
+  0x14, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x1c, 0x00, 0x00, 0x00, 0x04, 0x00, 0x04, 0x00,
+  0x04, 0x00, 0x00, 0x00, 0x0b, 0x00, 0x00, 0x00, 0x50, 0x6c, 0x61, 0x63, 0x65, 0x68, 0x6f, 0x6c,
+  0x64, 0x65, 0x72, 0x00, 0x02, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x05, 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, 0x12, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x12,
+  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> input1_data = {-16.302355, -4.020832, -7.797722, -10.514711, -13.203278,
+                                        -4.742243,  14.114815, 13.727003, 7.3895016,  -2.0813313};
+const std::vector<float> input2_data = {-3.132759, 9.31464};
+const std::vector<float> reference_output_data = {51.07135,  12.596298,  24.428385, 32.940056,
+                                                  41.362686, -44.172283, 131.47443, 127.86209,
+                                                  68.83054,  -19.386852};
+
+} // namespace mul_float_with_broadcasting
+
+namespace mul_float_no_broadcasting
+{
+/*
+ * Mul Kernel:
+ *
+ * Input_1(2, 5)   Input_2(2, 5)
+ *       \             /
+ *     Mul(no broadcast)
+ *              |
+ *          Output(2, 5)
+ */
+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,
+  0xc0, 0x00, 0x00, 0x00, 0x0c, 0x02, 0x00, 0x00, 0x28, 0x02, 0x00, 0x00, 0x06, 0x00, 0x00, 0x00,
+  0xac, 0x00, 0x00, 0x00, 0xa4, 0x00, 0x00, 0x00, 0x9c, 0x00, 0x00, 0x00, 0x94, 0x00, 0x00, 0x00,
+  0x74, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x9a, 0xff, 0xff, 0xff, 0x04, 0x00, 0x00, 0x00,
+  0x58, 0x00, 0x00, 0x00, 0x0c, 0x00, 0x00, 0x00, 0x08, 0x00, 0x0c, 0x00, 0x08, 0x00, 0x04, 0x00,
+  0x08, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00, 0x28, 0x00, 0x00, 0x00, 0x08, 0x00, 0x0c, 0x00,
+  0x08, 0x00, 0x07, 0x00, 0x08, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x01, 0x04, 0x00, 0x00, 0x00,
+  0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x0a, 0x00, 0x10, 0x00, 0x0c, 0x00, 0x08, 0x00, 0x04, 0x00,
+  0x0a, 0x00, 0x00, 0x00, 0x05, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00,
+  0x06, 0x00, 0x00, 0x00, 0x32, 0x2e, 0x31, 0x31, 0x2e, 0x30, 0x00, 0x00, 0x00, 0x00, 0x06, 0x00,
+  0x08, 0x00, 0x04, 0x00, 0x06, 0x00, 0x00, 0x00, 0x04, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00,
+  0x31, 0x2e, 0x35, 0x2e, 0x30, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+  0xc4, 0xfe, 0xff, 0xff, 0xc8, 0xfe, 0xff, 0xff, 0xcc, 0xfe, 0xff, 0xff, 0xd0, 0xfe, 0xff, 0xff,
+  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, 0x5c, 0x00, 0x00, 0x00, 0x60, 0x00, 0x00, 0x00, 0x68, 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, 0x14, 0x00, 0x00, 0x00, 0x10, 0x00, 0x0c, 0x00,
+  0x07, 0x00, 0x08, 0x00, 0x0e, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x15, 0x0c, 0x00, 0x00, 0x00,
+  0x0c, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00, 0x3c, 0xff, 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, 0x02, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00,
+  0x01, 0x00, 0x00, 0x00, 0x03, 0x00, 0x00, 0x00, 0x80, 0x00, 0x00, 0x00, 0x34, 0x00, 0x00, 0x00,
+  0x04, 0x00, 0x00, 0x00, 0x9a, 0xff, 0xff, 0xff, 0x10, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00,
+  0x03, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00, 0x8c, 0xff, 0xff, 0xff, 0x03, 0x00, 0x00, 0x00,
+  0x4d, 0x75, 0x6c, 0x00, 0x02, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x05, 0x00, 0x00, 0x00,
+  0xc6, 0xff, 0xff, 0xff, 0x10, 0x00, 0x00, 0x00, 0x10, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00,
+  0x1c, 0x00, 0x00, 0x00, 0xb8, 0xff, 0xff, 0xff, 0x0d, 0x00, 0x00, 0x00, 0x50, 0x6c, 0x61, 0x63,
+  0x65, 0x68, 0x6f, 0x6c, 0x64, 0x65, 0x72, 0x5f, 0x31, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00,
+  0x02, 0x00, 0x00, 0x00, 0x05, 0x00, 0x00, 0x00, 0x00, 0x00, 0x0e, 0x00, 0x14, 0x00, 0x10, 0x00,
+  0x00, 0x00, 0x0c, 0x00, 0x08, 0x00, 0x04, 0x00, 0x0e, 0x00, 0x00, 0x00, 0x14, 0x00, 0x00, 0x00,
+  0x14, 0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x1c, 0x00, 0x00, 0x00, 0x04, 0x00, 0x04, 0x00,
+  0x04, 0x00, 0x00, 0x00, 0x0b, 0x00, 0x00, 0x00, 0x50, 0x6c, 0x61, 0x63, 0x65, 0x68, 0x6f, 0x6c,
+  0x64, 0x65, 0x72, 0x00, 0x02, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x05, 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, 0x12, 0x00, 0x00, 0x00, 0x00, 0x00, 0x00, 0x12,
+  0x11, 0x00, 0x00, 0x00, 0x4f, 0x4e, 0x45, 0x2d, 0x74, 0x66, 0x6c, 0x69, 0x74, 0x65, 0x32, 0x63,
+  0x69, 0x72, 0x63, 0x6c, 0x65, 0x00, 0x00, 0x00};
+
+std::vector<float> input1_data = {18.033651, -15.601158, 3.842373,  17.90259, -12.840965,
+                                  19.272898, 22.070192,  12.965511, 23.20587, -7.0852413};
+std::vector<float> input2_data = {20.24965,   4.263008, 16.145443, 25.501696,   -8.905457,
+                                  -2.0830078, 28.85225, 24.545036, -13.7073345, 9.774281};
+std::vector<float> reference_output_data = {365.1751,  -66.507866, 62.03681,  456.5464,
+                                            114.35466, -40.145596, 636.77466, 318.23895,
+                                            -318.0906, -69.253136};
+
+} // namespace mul_float_no_broadcasting
+
+class TestDataFloatMul : public TestDataMulBase<float>
+{
+public:
+  explicit TestDataFloatMul(bool is_with_broadcast) : TestDataMulBase<float>(is_with_broadcast)
+  {
+    if (is_with_broadcast)
+    {
+      _input1_data = mul_float_with_broadcasting::input1_data;
+      _input2_data = mul_float_with_broadcasting::input2_data;
+      _reference_output_data = mul_float_with_broadcasting::reference_output_data;
+      _test_kernel_model_circle = mul_float_with_broadcasting::test_kernel_model_circle;
+    }
+    else
+    {
+      _input1_data = mul_float_no_broadcasting::input1_data;
+      _input2_data = mul_float_no_broadcasting::input2_data;
+      _reference_output_data = mul_float_no_broadcasting::reference_output_data;
+      _test_kernel_model_circle = mul_float_no_broadcasting::test_kernel_model_circle;
+    }
+  }
+
+  ~TestDataFloatMul() override = default;
+};
+
+} // namespace test_model
+} // namespace onert_micro
+
+#endif // ONERT_MICRO_TEST_MODELS_MUL_KERNEL_FLOAT_H