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authorKshitij Sisodia <kshitij.sisodia@arm.com>2022-05-06 09:13:03 +0100
committerKshitij Sisodia <kshitij.sisodia@arm.com>2022-05-06 17:11:41 +0100
commitaa4bcb14d0cbee910331545dd2fc086b58c37170 (patch)
treee67a43a43f61c6f8b6aad19018b0827baf7e31a6 /tests/use_case/kws
parentfcca863bafd5f33522bc14c23dde4540e264ec94 (diff)
downloadml-embedded-evaluation-kit-aa4bcb14d0cbee910331545dd2fc086b58c37170.tar.gz
MLECO-3183: Refactoring application sources
Platform agnostic application sources are moved into application api module with their own independent CMake projects. Changes for MLECO-3080 also included - they create CMake projects individial API's (again, platform agnostic) that dependent on the common logic. The API for KWS_API "joint" API has been removed and now the use case relies on individual KWS, and ASR API libraries. Change-Id: I1f7748dc767abb3904634a04e0991b74ac7b756d Signed-off-by: Kshitij Sisodia <kshitij.sisodia@arm.com>
Diffstat (limited to 'tests/use_case/kws')
-rw-r--r--tests/use_case/kws/InferenceTestMicroNetKws.cc22
-rw-r--r--tests/use_case/kws/KWSHandlerTest.cc40
2 files changed, 51 insertions, 11 deletions
diff --git a/tests/use_case/kws/InferenceTestMicroNetKws.cc b/tests/use_case/kws/InferenceTestMicroNetKws.cc
index 41ecc3c..a6f7a03 100644
--- a/tests/use_case/kws/InferenceTestMicroNetKws.cc
+++ b/tests/use_case/kws/InferenceTestMicroNetKws.cc
@@ -17,10 +17,22 @@
#include "MicroNetKwsModel.hpp"
#include "TestData_kws.hpp"
#include "TensorFlowLiteMicro.hpp"
+#include "BufAttributes.hpp"
#include <catch.hpp>
#include <random>
+namespace arm {
+namespace app {
+ static uint8_t tensorArena[ACTIVATION_BUF_SZ] ACTIVATION_BUF_ATTRIBUTE;
+
+ namespace kws {
+ extern uint8_t *GetModelPointer();
+ extern size_t GetModelLen();
+ } /* namespace kws */
+} /* namespace app */
+} /* namespace arm */
+
using namespace test;
bool RunInference(arm::app::Model& model, const int8_t vec[])
@@ -78,7 +90,10 @@ TEST_CASE("Running random inference with TensorFlow Lite Micro and MicroNetKwsMo
arm::app::MicroNetKwsModel model{};
REQUIRE_FALSE(model.IsInited());
- REQUIRE(model.Init());
+ REQUIRE(model.Init(arm::app::tensorArena,
+ sizeof(arm::app::tensorArena),
+ arm::app::kws::GetModelPointer(),
+ arm::app::kws::GetModelLen()));
REQUIRE(model.IsInited());
REQUIRE(RunInferenceRandom(model));
@@ -96,7 +111,10 @@ TEST_CASE("Running inference with TensorFlow Lite Micro and MicroNetKwsModel int
arm::app::MicroNetKwsModel model{};
REQUIRE_FALSE(model.IsInited());
- REQUIRE(model.Init());
+ REQUIRE(model.Init(arm::app::tensorArena,
+ sizeof(arm::app::tensorArena),
+ arm::app::kws::GetModelPointer(),
+ arm::app::kws::GetModelLen()));
REQUIRE(model.IsInited());
TestInference<int8_t>(input_goldenFV, output_goldenFV, model);
diff --git a/tests/use_case/kws/KWSHandlerTest.cc b/tests/use_case/kws/KWSHandlerTest.cc
index c24faa4..d9d00a8 100644
--- a/tests/use_case/kws/KWSHandlerTest.cc
+++ b/tests/use_case/kws/KWSHandlerTest.cc
@@ -24,13 +24,26 @@
#include "Classifier.hpp"
#include "UseCaseCommonUtils.hpp"
+namespace arm {
+ namespace app {
+ static uint8_t tensorArena[ACTIVATION_BUF_SZ] ACTIVATION_BUF_ATTRIBUTE;
+ namespace kws {
+ extern uint8_t* GetModelPointer();
+ extern size_t GetModelLen();
+ }
+ } /* namespace app */
+} /* namespace arm */
+
TEST_CASE("Model info")
{
/* Model wrapper object. */
arm::app::MicroNetKwsModel model;
/* Load the model. */
- REQUIRE(model.Init());
+ REQUIRE(model.Init(arm::app::tensorArena,
+ sizeof(arm::app::tensorArena),
+ arm::app::kws::GetModelPointer(),
+ arm::app::kws::GetModelLen()));
/* Instantiate application context. */
arm::app::ApplicationContext caseContext;
@@ -50,7 +63,10 @@ TEST_CASE("Inference by index")
arm::app::MicroNetKwsModel model;
/* Load the model. */
- REQUIRE(model.Init());
+ REQUIRE(model.Init(arm::app::tensorArena,
+ sizeof(arm::app::tensorArena),
+ arm::app::kws::GetModelPointer(),
+ arm::app::kws::GetModelLen()));
/* Instantiate application context. */
arm::app::ApplicationContext caseContext;
@@ -58,8 +74,8 @@ TEST_CASE("Inference by index")
arm::app::Profiler profiler{"kws"};
caseContext.Set<arm::app::Profiler&>("profiler", profiler);
caseContext.Set<arm::app::Model&>("model", model);
- caseContext.Set<int>("frameLength", g_FrameLength); /* 640 sample length for MicroNetKws. */
- caseContext.Set<int>("frameStride", g_FrameStride); /* 320 sample stride for MicroNetKws. */
+ caseContext.Set<int>("frameLength", arm::app::kws::g_FrameLength); /* 640 sample length for MicroNetKws. */
+ caseContext.Set<int>("frameStride", arm::app::kws::g_FrameStride); /* 320 sample stride for MicroNetKws. */
caseContext.Set<float>("scoreThreshold", 0.5); /* Normalised score threshold. */
arm::app::Classifier classifier; /* classifier wrapper object. */
@@ -122,7 +138,10 @@ TEST_CASE("Inference run all clips")
arm::app::MicroNetKwsModel model;
/* Load the model. */
- REQUIRE(model.Init());
+ REQUIRE(model.Init(arm::app::tensorArena,
+ sizeof(arm::app::tensorArena),
+ arm::app::kws::GetModelPointer(),
+ arm::app::kws::GetModelLen()));
/* Instantiate application context. */
arm::app::ApplicationContext caseContext;
@@ -131,8 +150,8 @@ TEST_CASE("Inference run all clips")
caseContext.Set<arm::app::Profiler&>("profiler", profiler);
caseContext.Set<arm::app::Model&>("model", model);
caseContext.Set<uint32_t>("clipIndex", 0);
- caseContext.Set<int>("frameLength", g_FrameLength); /* 640 sample length for MicroNet. */
- caseContext.Set<int>("frameStride", g_FrameStride); /* 320 sample stride for MicroNet. */
+ caseContext.Set<int>("frameLength", arm::app::kws::g_FrameLength); /* 640 sample length for MicroNet. */
+ caseContext.Set<int>("frameStride", arm::app::kws::g_FrameStride); /* 320 sample stride for MicroNet. */
caseContext.Set<float>("scoreThreshold", 0.7); /* Normalised score threshold. */
arm::app::Classifier classifier; /* classifier wrapper object. */
caseContext.Set<arm::app::Classifier&>("classifier", classifier);
@@ -153,7 +172,10 @@ TEST_CASE("List all audio clips")
arm::app::MicroNetKwsModel model;
/* Load the model. */
- REQUIRE(model.Init());
+ REQUIRE(model.Init(arm::app::tensorArena,
+ sizeof(arm::app::tensorArena),
+ arm::app::kws::GetModelPointer(),
+ arm::app::kws::GetModelLen()));
/* Instantiate application context. */
arm::app::ApplicationContext caseContext;
@@ -161,4 +183,4 @@ TEST_CASE("List all audio clips")
caseContext.Set<arm::app::Model&>("model", model);
REQUIRE(arm::app::ListFilesHandler(caseContext));
-} \ No newline at end of file
+}