MLECO-2160: Error repor when Ethos-U is not used
Change-Id: I0dab5308bf5c3eba9b4bb2c9bf0939ac9598d2f6
diff --git a/source/application/tensorflow-lite-micro/Model.cc b/source/application/tensorflow-lite-micro/Model.cc
index 80ef3c3..acc2f0e 100644
--- a/source/application/tensorflow-lite-micro/Model.cc
+++ b/source/application/tensorflow-lite-micro/Model.cc
@@ -67,6 +67,16 @@
debug("loading op resolver\n");
this->EnlistOperations();
+
+#if !defined(ARM_NPU)
+ /* If it is not a NPU build check if the model contains a NPU operator */
+ bool contains_ethosu_operator = this->ContainsEthosUOperator();
+ if (contains_ethosu_operator)
+ {
+ printf_err("Ethos-U operator present in the model but this build does not include Ethos-U drivers\n");
+ return false;
+ }
+#endif /* ARM_NPU */
/* Create allocator instance, if it doesn't exist */
this->m_pAllocator = allocator;
@@ -236,6 +246,30 @@
return this->GetType() == kTfLiteInt8;
}
+bool arm::app::Model::ContainsEthosUOperator() const
+{
+ /* We expect there to be only one subgraph. */
+ const uint32_t nOperators = tflite::NumSubgraphOperators(this->m_pModel, 0);
+ const tflite::SubGraph* subgraph = this->m_pModel->subgraphs()->Get(0);
+ const auto* opcodes = this->m_pModel->operator_codes();
+
+ /* check for custom operators */
+ for (size_t i = 0; (i < nOperators); ++i)
+ {
+ const tflite::Operator* op = subgraph->operators()->Get(i);
+ const tflite::OperatorCode* opcode = opcodes->Get(op->opcode_index());
+
+ auto builtin_code = tflite::GetBuiltinCode(opcode);
+ if ((builtin_code == tflite::BuiltinOperator_CUSTOM) &&
+ ( nullptr != opcode->custom_code()) &&
+ ( 0 == std::string(opcode->custom_code()->c_str()).compare("ethos-u")))
+ {
+ return true;
+ }
+ }
+ return false;
+}
+
bool arm::app::Model::RunInference()
{
bool inference_state = false;
diff --git a/source/application/tensorflow-lite-micro/include/Model.hpp b/source/application/tensorflow-lite-micro/include/Model.hpp
index 70e17ad..b814da4 100644
--- a/source/application/tensorflow-lite-micro/include/Model.hpp
+++ b/source/application/tensorflow-lite-micro/include/Model.hpp
@@ -84,8 +84,11 @@
/** @brief Checks if the model uses signed data. */
bool IsDataSigned() const;
- /** @brief Runs the inference (invokes the interpreter). */
- virtual bool RunInference();
+ /** @brief Checks if the model uses Ethos-U operator */
+ bool ContainsEthosUOperator() const;
+
+ /** @brief Runs the inference (invokes the interpreter). */
+ virtual bool RunInference();
/** @brief Model information handler common to all models.
* @return true or false based on execution success.
diff --git a/source/application/tensorflow-lite-micro/include/TensorFlowLiteMicro.hpp b/source/application/tensorflow-lite-micro/include/TensorFlowLiteMicro.hpp
index 1333f6c..545ede1 100644
--- a/source/application/tensorflow-lite-micro/include/TensorFlowLiteMicro.hpp
+++ b/source/application/tensorflow-lite-micro/include/TensorFlowLiteMicro.hpp
@@ -51,6 +51,7 @@
#include "tensorflow/lite/c/common.h"
#include "tensorflow/lite/micro/kernels/micro_ops.h"
#include "tensorflow/lite/schema/schema_generated.h"
+#include "tensorflow/lite/schema/schema_utils.h"
#if defined (TESTS)
#include "tensorflow/lite/micro/test_helpers.h"