core_software - Move TensorArena21.02-rc2

Moved TensorArena in inference_process.ccp to application level.

InferenceProcess class now takes TensorArena pointer and TensorArenaSize as parameters. Needs to be set by application before runJob() is called.

Change-Id: I530b96039868305fa903ae7f93419d9d00f9c16f

3 files changed, 7 insertions, 18 deletions

diff --git a/applications/inference_process/CMakeLists.txt b/applications/inference_process/CMakeLists.txt
index 3348d28..97d4d8f 100644
--- a/applications/inference_process/CMakeLists.txt
+++ b/applications/inference_process/CMakeLists.txt
@@ -16,14 +16,11 @@
 # limitations under the License.
 #
 
-set(TR_ARENA_SIZE "200000" CACHE STRING "Arena size.")
 set(TR_PRINT_OUTPUT_BYTES "" CACHE STRING "Print output data.")
 
 add_library(inference_process STATIC)
+
 target_include_directories(inference_process PUBLIC include
                            PRIVATE ${TENSORFLOW_PATH} ${TENSORFLOW_PATH}/tensorflow/lite/micro/tools/make/downloads/flatbuffers/include)
 target_link_libraries(inference_process PUBLIC tflu cmsis_core cmsis_device)
-target_sources(inference_process PRIVATE src/inference_process.cpp)
-
-# Set arena size
-target_compile_definitions(inference_process PRIVATE TENSOR_ARENA_SIZE=${TR_ARENA_SIZE})
+target_sources(inference_process PRIVATE src/inference_process.cpp)
\ No newline at end of file
diff --git a/applications/inference_process/include/inference_process.hpp b/applications/inference_process/include/inference_process.hpp
index 67b30c5..880e28d 100644
--- a/applications/inference_process/include/inference_process.hpp
+++ b/applications/inference_process/include/inference_process.hpp
@@ -63,7 +63,8 @@ struct InferenceJob {
 
 class InferenceProcess {
 public:
-    InferenceProcess();
+    InferenceProcess(uint8_t *_tensorArena, size_t _tensorArenaSize) :
+        lock(0), tensorArena(_tensorArena), tensorArenaSize(_tensorArenaSize) {}
 
     bool push(const InferenceJob &job);
     bool runJob(InferenceJob &job);
@@ -71,6 +72,8 @@ public:
 
 private:
     volatile uint32_t lock;
+    uint8_t *tensorArena;
+    const size_t tensorArenaSize;
     std::queue<InferenceJob> inferenceJobQueue;
 
     void getLock();
diff --git a/applications/inference_process/src/inference_process.cpp b/applications/inference_process/src/inference_process.cpp
index b5ed5c4..cc2b378 100644
--- a/applications/inference_process/src/inference_process.cpp
+++ b/applications/inference_process/src/inference_process.cpp
@@ -30,14 +30,8 @@
 
 #include <inttypes.h>
 
-#ifndef TENSOR_ARENA_SIZE
-#define TENSOR_ARENA_SIZE (1024)
-#endif
-
 using namespace std;
 
-__attribute__((section(".bss.NoInit"), aligned(16))) uint8_t inferenceProcessTensorArena[TENSOR_ARENA_SIZE];
-
 namespace {
 
 void tflu_debug_log(const char *s) {
@@ -151,8 +145,6 @@ void InferenceJob::clean() {
     }
 }
 
-InferenceProcess::InferenceProcess() : lock(0) {}
-
 // NOTE: Adding code for get_lock & free_lock with some corrections from
 // http://infocenter.arm.com/help/index.jsp?topic=/com.arm.doc.dai0321a/BIHEJCHB.html
 // TODO: check correctness?
@@ -216,9 +208,7 @@ bool InferenceProcess::runJob(InferenceJob &job) {
                                     ethosu_pmu_event_type(job.pmuEventConfig[2]),
                                     ethosu_pmu_event_type(job.pmuEventConfig[3]));
 #endif
-
-    tflite::MicroInterpreter interpreter(
-        model, resolver, inferenceProcessTensorArena, TENSOR_ARENA_SIZE, reporter, &profiler);
+    tflite::MicroInterpreter interpreter(model, resolver, tensorArena, tensorArenaSize, reporter, &profiler);
 
     // Allocate tensors
     TfLiteStatus allocate_status = interpreter.AllocateTensors();
@@ -236,7 +226,6 @@ bool InferenceProcess::runJob(InferenceJob &job) {
             inputTensors.push_back(tensor);
         }
     }
-
     if (job.input.size() != inputTensors.size()) {
         printf("Number of input buffers does not match number of non empty network tensors. input=%zu, network=%zu\n",
                job.input.size(),