dnn(test): update tests for OpenVINO 2021.1

modules/dnn/perf/perf_net.cpp

@@ -111,6 +111,10 @@ PERF_TEST_P_(DNNTestNetwork, ENet)
     if ((backend == DNN_BACKEND_INFERENCE_ENGINE_NN_BUILDER_2019 && target != DNN_TARGET_CPU) ||
         (backend == DNN_BACKEND_OPENCV && target == DNN_TARGET_OPENCL_FP16))
         throw SkipTestException("");
+#if defined(INF_ENGINE_RELEASE) && INF_ENGINE_VER_MAJOR_GE(2021010000)
+    if (backend == DNN_BACKEND_INFERENCE_ENGINE_NGRAPH)
+        throw SkipTestException("");
+#endif
     processNet("dnn/Enet-model-best.net", "", "enet.yml",
             Mat(cv::Size(512, 256), CV_32FC3));
 }
@@ -202,6 +206,10 @@ PERF_TEST_P_(DNNTestNetwork, YOLOv3)
     if (backend == DNN_BACKEND_INFERENCE_ENGINE_NGRAPH && target == DNN_TARGET_OPENCL_FP16)
         throw SkipTestException("Test is disabled in OpenVINO 2020.4");
 #endif
+#if defined(INF_ENGINE_RELEASE) && INF_ENGINE_VER_MAJOR_EQ(2021010000)  // nGraph compilation failure
+    if (target == DNN_TARGET_MYRIAD)
+        throw SkipTestException("");
+#endif
 
     Mat sample = imread(findDataFile("dnn/dog416.png"));
     cvtColor(sample, sample, COLOR_BGR2RGB);
@@ -214,7 +222,7 @@ PERF_TEST_P_(DNNTestNetwork, YOLOv4)
 {
     if (backend == DNN_BACKEND_HALIDE)
         throw SkipTestException("");
-    if (target == DNN_TARGET_MYRIAD)
+    if (target == DNN_TARGET_MYRIAD)  // not enough resources
         throw SkipTestException("");
 #if defined(INF_ENGINE_RELEASE) && INF_ENGINE_VER_MAJOR_EQ(2020040000)  // nGraph compilation failure
     if (backend == DNN_BACKEND_INFERENCE_ENGINE_NGRAPH && target == DNN_TARGET_OPENCL)
@@ -233,6 +241,10 @@ PERF_TEST_P_(DNNTestNetwork, YOLOv4_tiny)
 {
     if (backend == DNN_BACKEND_HALIDE)
         throw SkipTestException("");
+#if defined(INF_ENGINE_RELEASE) && INF_ENGINE_VER_MAJOR_EQ(2021010000)  // nGraph compilation failure
+    if (target == DNN_TARGET_MYRIAD)
+        throw SkipTestException("");
+#endif
     Mat sample = imread(findDataFile("dnn/dog416.png"));
     cvtColor(sample, sample, COLOR_BGR2RGB);
     Mat inp;
@@ -263,6 +275,10 @@ PERF_TEST_P_(DNNTestNetwork, Inception_v2_Faster_RCNN)
 #if defined(INF_ENGINE_RELEASE) && INF_ENGINE_VER_MAJOR_EQ(2019020000)
     if (backend == DNN_BACKEND_INFERENCE_ENGINE_NN_BUILDER_2019)
         throw SkipTestException("Test is disabled in OpenVINO 2019R2");
+#endif
+#if defined(INF_ENGINE_RELEASE) && INF_ENGINE_VER_MAJOR_EQ(2021010000)
+    if (backend == DNN_BACKEND_INFERENCE_ENGINE_NGRAPH && target == DNN_TARGET_MYRIAD)
+        throw SkipTestException("Test is disabled in OpenVINO 2021.1 / MYRIAD");
 #endif
     if (backend == DNN_BACKEND_HALIDE ||
         (backend == DNN_BACKEND_INFERENCE_ENGINE_NN_BUILDER_2019 && target != DNN_TARGET_CPU) ||

modules/dnn/test/test_darknet_importer.cpp

@@ -625,6 +625,11 @@ TEST_P(Test_Darknet_nets, YOLOv4_tiny)
         target == DNN_TARGET_CPU ? CV_TEST_TAG_MEMORY_512MB : CV_TEST_TAG_MEMORY_1GB
     );
 
+#if defined(INF_ENGINE_RELEASE) && INF_ENGINE_VER_MAJOR_EQ(2021010000)  // nGraph compilation failure
+    if (target == DNN_TARGET_MYRIAD)
+        applyTestTag(CV_TEST_TAG_DNN_SKIP_IE_MYRIAD, CV_TEST_TAG_DNN_SKIP_IE_VERSION);
+#endif
+
     const double confThreshold = 0.5;
     // batchId, classId, confidence, left, top, right, bottom
     const int N0 = 2;

modules/dnn/test/test_torch_importer.cpp

@@ -359,6 +359,10 @@ TEST_P(Test_Torch_nets, ENet_accuracy)
         if (target == DNN_TARGET_MYRIAD)      applyTestTag(CV_TEST_TAG_DNN_SKIP_IE_MYRIAD, CV_TEST_TAG_DNN_SKIP_IE_NN_BUILDER);
         throw SkipTestException("");
     }
+#endif
+#if defined(INF_ENGINE_RELEASE) && INF_ENGINE_VER_MAJOR_GE(2021010000)
+    if (backend == DNN_BACKEND_INFERENCE_ENGINE_NGRAPH)
+        applyTestTag(CV_TEST_TAG_DNN_SKIP_IE_NGRAPH);
 #endif
     if (backend == DNN_BACKEND_INFERENCE_ENGINE_NGRAPH && target != DNN_TARGET_CPU)
     {