[IE VPU] Enable s32->u8 conversion (#699)

diff --git a/inference-engine/src/vpu/graph_transformer/src/stages/convert.cpp b/inference-engine/src/vpu/graph_transformer/src/stages/convert.cpp
index ce091ee..6d994e4 100644 (file)
--- a/inference-engine/src/vpu/graph_transformer/src/stages/convert.cpp
+++ b/inference-engine/src/vpu/graph_transformer/src/stages/convert.cpp
@@ -99,6 +99,7 @@ const SupportedConversionSet ConvertStage::expectedTypes = {
         {DataType::FP32, DataType::FP16},
         {DataType::S32, DataType::FP16},
         {DataType::FP16, DataType::S32},
+        {DataType::S32, DataType::U8},
 };
 
 }  // namespace

diff --git a/inference-engine/tests_deprecated/functional/vpu/common/layers/myriad_layers_convert_test.hpp b/inference-engine/tests_deprecated/functional/vpu/common/layers/myriad_layers_convert_test.hpp
index b068a5b..571e984 100644 (file)
--- a/inference-engine/tests_deprecated/functional/vpu/common/layers/myriad_layers_convert_test.hpp
+++ b/inference-engine/tests_deprecated/functional/vpu/common/layers/myriad_layers_convert_test.hpp
@@ -134,7 +134,8 @@ std::vector<SizeVector> inputsDims4D = {
 std::vector<PrecisionPair> precisionsIO = {
     {Precision::U8,   Precision::FP16},
     {Precision::FP32, Precision::FP16},
-    {Precision::FP16, Precision::FP32}
+    {Precision::FP16, Precision::FP32},
+    {Precision::I32, Precision::U8}
 };
 
 std::vector<Precision> withFP16Precisions = {

diff --git a/inference-engine/tests_deprecated/functional/vpu/vpu_base/myriad_layers_reference_functions.cpp b/inference-engine/tests_deprecated/functional/vpu/vpu_base/myriad_layers_reference_functions.cpp
index a6a081d..4ce5281 100644 (file)
--- a/inference-engine/tests_deprecated/functional/vpu/vpu_base/myriad_layers_reference_functions.cpp
+++ b/inference-engine/tests_deprecated/functional/vpu/vpu_base/myriad_layers_reference_functions.cpp
@@ -2558,6 +2558,8 @@ void ref_convert(const InferenceEngine::Blob::Ptr &src,
         } else if (srcPrecision == Precision::I32 && dstPrecision == Precision::FP16) {
             dst->buffer().as<ie_fp16 *>()[i] = PrecisionUtils::f32tof16(
                 static_cast<float >(src->cbuffer().as<int32_t *>()[i]));
+        } else if (srcPrecision == Precision::I32 && dstPrecision == Precision::U8) {
+            dst->buffer().as<uint8_t *>()[i] = static_cast<uint8_t>(src->cbuffer().as<int32_t *>()[i]);
         } else {
             THROW_IE_EXCEPTION << "Unsupported input or output precision";
         }

diff --git a/inference-engine/tests_deprecated/helpers/single_layer_common.cpp b/inference-engine/tests_deprecated/helpers/single_layer_common.cpp
index a37f921..d87ff9f 100644 (file)
--- a/inference-engine/tests_deprecated/helpers/single_layer_common.cpp
+++ b/inference-engine/tests_deprecated/helpers/single_layer_common.cpp
@@ -68,6 +68,8 @@ BufferWrapper::BufferWrapper(const Blob::Ptr& blob, Precision _precision) : prec
         fp32_ptr = blob->buffer().as<float*>();
     } else if (precision == Precision::I32) {
         i32_ptr = blob->buffer().as<int32_t*>();
+    } else if (precision == Precision::U8) {
+        u8_ptr = blob->buffer().as<uint8_t*>();
     } else {
         THROW_IE_EXCEPTION << "Unsupported precision for compare: " << precision;
     }
@@ -78,6 +80,8 @@ float BufferWrapper::operator[](size_t index) {
         return PrecisionUtils::f16tof32(fp16_ptr[index]);
     } else if (precision == Precision::I32) {
         return i32_ptr[index];
+    } else if (precision == Precision::U8) {
+        return u8_ptr[index];
     }
     return fp32_ptr[index];
 }
@@ -87,8 +91,9 @@ void BufferWrapper::insert(size_t index, float value) {
         fp16_ptr[index] = PrecisionUtils::f32tof16(value);
     } else if (precision == Precision::I32) {
         i32_ptr[index] = value;
-    }
-    else {
+    } else if (precision == Precision::U8) {
+        u8_ptr[index] = value;
+    } else {
         fp32_ptr[index] = value;
     }
 }

diff --git a/inference-engine/tests_deprecated/helpers/single_layer_common.hpp b/inference-engine/tests_deprecated/helpers/single_layer_common.hpp
index 7b23da4..da39953 100644 (file)
--- a/inference-engine/tests_deprecated/helpers/single_layer_common.hpp
+++ b/inference-engine/tests_deprecated/helpers/single_layer_common.hpp
@@ -115,6 +115,7 @@ class BufferWrapper {
     InferenceEngine::ie_fp16 *fp16_ptr;
     float *fp32_ptr;
     int32_t *i32_ptr;
+    uint8_t *u8_ptr;
 public:
     explicit BufferWrapper(const InferenceEngine::Blob::Ptr &blob);