diff options
Diffstat (limited to 'tests/use_case/img_class')
-rw-r--r-- | tests/use_case/img_class/ImgClassificationUCTest.cc | 31 | ||||
-rw-r--r-- | tests/use_case/img_class/InferenceTestMobilenetV2.cc | 20 |
2 files changed, 44 insertions, 7 deletions
diff --git a/tests/use_case/img_class/ImgClassificationUCTest.cc b/tests/use_case/img_class/ImgClassificationUCTest.cc index b9caf61..d8339b6 100644 --- a/tests/use_case/img_class/ImgClassificationUCTest.cc +++ b/tests/use_case/img_class/ImgClassificationUCTest.cc @@ -24,13 +24,25 @@ #include <catch.hpp> +namespace arm { + namespace app { + static uint8_t tensorArena[ACTIVATION_BUF_SZ] ACTIVATION_BUF_ATTRIBUTE; + } /* namespace app */ +} /* namespace arm */ + +extern uint8_t* GetModelPointer(); +extern size_t GetModelLen(); + TEST_CASE("Model info") { /* Model wrapper object. */ arm::app::MobileNetModel model; /* Load the model. */ - REQUIRE(model.Init()); + REQUIRE(model.Init(arm::app::tensorArena, + sizeof(arm::app::tensorArena), + GetModelPointer(), + GetModelLen())); /* Instantiate application context. */ arm::app::ApplicationContext caseContext; @@ -50,7 +62,10 @@ TEST_CASE("Inference by index", "[.]") arm::app::MobileNetModel model; /* Load the model. */ - REQUIRE(model.Init()); + REQUIRE(model.Init(arm::app::tensorArena, + sizeof(arm::app::tensorArena), + GetModelPointer(), + GetModelLen())); /* Instantiate application context. */ arm::app::ApplicationContext caseContext; @@ -83,7 +98,10 @@ TEST_CASE("Inference run all images", "[.]") arm::app::MobileNetModel model; /* Load the model. */ - REQUIRE(model.Init()); + REQUIRE(model.Init(arm::app::tensorArena, + sizeof(arm::app::tensorArena), + GetModelPointer(), + GetModelLen())); /* Instantiate application context. */ arm::app::ApplicationContext caseContext; @@ -112,11 +130,14 @@ TEST_CASE("List all images") arm::app::MobileNetModel model; /* Load the model. */ - REQUIRE(model.Init()); + REQUIRE(model.Init(arm::app::tensorArena, + sizeof(arm::app::tensorArena), + GetModelPointer(), + GetModelLen())); /* Instantiate application context. */ arm::app::ApplicationContext caseContext; caseContext.Set<arm::app::Model&>("model", model); REQUIRE(arm::app::ListFilesHandler(caseContext)); -}
\ No newline at end of file +} diff --git a/tests/use_case/img_class/InferenceTestMobilenetV2.cc b/tests/use_case/img_class/InferenceTestMobilenetV2.cc index 7e7508b..30ce19f 100644 --- a/tests/use_case/img_class/InferenceTestMobilenetV2.cc +++ b/tests/use_case/img_class/InferenceTestMobilenetV2.cc @@ -18,9 +18,19 @@ #include "MobileNetModel.hpp" #include "TensorFlowLiteMicro.hpp" #include "TestData_img_class.hpp" +#include "BufAttributes.hpp" #include <catch.hpp> +namespace arm { + namespace app { + static uint8_t tensorArena[ACTIVATION_BUF_SZ] ACTIVATION_BUF_ATTRIBUTE; + } /* namespace app */ +} /* namespace arm */ + +extern uint8_t* GetModelPointer(); +extern size_t GetModelLen(); + using namespace test; bool RunInference(arm::app::Model& model, const int8_t imageData[]) @@ -67,7 +77,10 @@ TEST_CASE("Running inference with TensorFlow Lite Micro and MobileNeV2 Uint8", " arm::app::MobileNetModel model{}; REQUIRE_FALSE(model.IsInited()); - REQUIRE(model.Init()); + REQUIRE(model.Init(arm::app::tensorArena, + sizeof(arm::app::tensorArena), + GetModelPointer(), + GetModelLen())); REQUIRE(model.IsInited()); for (uint32_t i = 0 ; i < NUMBER_OF_IFM_FILES; ++i) { @@ -81,7 +94,10 @@ TEST_CASE("Running inference with TensorFlow Lite Micro and MobileNeV2 Uint8", " arm::app::MobileNetModel model{}; REQUIRE_FALSE(model.IsInited()); - REQUIRE(model.Init()); + REQUIRE(model.Init(arm::app::tensorArena, + sizeof(arm::app::tensorArena), + GetModelPointer(), + GetModelLen())); REQUIRE(model.IsInited()); TestInference<uint8_t>(i, model, 1); |