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diff --git a/tests/use_case/inference_runner/InferenceTestInferenceRunner.cc b/tests/use_case/inference_runner/InferenceTestInferenceRunner.cc
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+/*
+ * SPDX-FileCopyrightText: Copyright 2023 Arm Limited and/or its affiliates
+ * <open-source-office@arm.com> SPDX-License-Identifier: Apache-2.0
+ *
+ * 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.
+ */
+#include "BufAttributes.hpp"
+#include "TensorFlowLiteMicro.hpp"
+#include "TestModel.hpp" /* Model class for running inference. */
+
+#include <catch.hpp>
+#include <random>
+
+namespace arm {
+namespace app {
+ static uint8_t tensorArena[ACTIVATION_BUF_SZ] ACTIVATION_BUF_ATTRIBUTE;
+ namespace inference_runner {
+ extern uint8_t* GetModelPointer();
+ extern size_t GetModelLen();
+ } /* namespace inference_runner */
+} /* namespace app */
+} /* namespace arm */
+
+TEST_CASE("Testing Init failure due to insufficient tensor arena inf runner", "[inf runner]")
+{
+ /* Note: Errors or warnings generated by this test will appear in output of any subsequent
+ * failing tests causing misleading output. Give warning until solution is found */
+ printf("Insufficient tensor arena test output:\n");
+ arm::app::TestModel model{};
+ REQUIRE_FALSE(model.IsInited());
+ size_t insufficientTensorArenaSz = 1000;
+ REQUIRE_FALSE(model.Init(arm::app::tensorArena,
+ insufficientTensorArenaSz,
+ arm::app::inference_runner::GetModelPointer(),
+ arm::app::inference_runner::GetModelLen()));
+
+ printf("End of insufficient tensor arena test output. \nERROR messages above this line are "
+ "expected and can be ignored.\n\n");
+ REQUIRE_FALSE(model.IsInited());
+}