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dnn(test): update tests for OpenVINO 2021.4
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@@ -196,7 +196,7 @@ TEST_P(DNNTestNetwork, MobileNet_SSD_Caffe)
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Mat inp = blobFromImage(sample, 1.0f / 127.5, Size(300, 300), Scalar(127.5, 127.5, 127.5), false);
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float diffScores = (target == DNN_TARGET_OPENCL_FP16 || target == DNN_TARGET_MYRIAD) ? 1.5e-2 : 0.0;
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float diffSquares = (target == DNN_TARGET_MYRIAD) ? 0.063 : 0.0;
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float detectionConfThresh = (target == DNN_TARGET_MYRIAD) ? 0.252 : FLT_MIN;
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float detectionConfThresh = (target == DNN_TARGET_MYRIAD) ? 0.262 : FLT_MIN;
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processNet("dnn/MobileNetSSD_deploy.caffemodel", "dnn/MobileNetSSD_deploy.prototxt",
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inp, "detection_out", "", diffScores, diffSquares, detectionConfThresh);
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expectNoFallbacksFromIE(net);
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@@ -301,8 +301,8 @@ TEST_P(DNNTestNetwork, OpenPose_pose_coco)
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applyTestTag(CV_TEST_TAG_DNN_SKIP_IE_MYRIAD_X, CV_TEST_TAG_DNN_SKIP_IE_VERSION);
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#endif
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const float l1 = (target == DNN_TARGET_MYRIAD) ? 0.0056 : 0.0;
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const float lInf = (target == DNN_TARGET_MYRIAD) ? 0.072 : 0.0;
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const float l1 = (target == DNN_TARGET_MYRIAD) ? 0.009 : 0.0;
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const float lInf = (target == DNN_TARGET_MYRIAD) ? 0.09 : 0.0;
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processNet("dnn/openpose_pose_coco.caffemodel", "dnn/openpose_pose_coco.prototxt",
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Size(46, 46), "", "", l1, lInf);
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expectNoFallbacksFromIE(net);
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@@ -321,8 +321,8 @@ TEST_P(DNNTestNetwork, OpenPose_pose_mpi)
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#endif
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// output range: [-0.001, 0.97]
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const float l1 = (target == DNN_TARGET_MYRIAD) ? 0.012 : 0.0;
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const float lInf = (target == DNN_TARGET_MYRIAD || target == DNN_TARGET_OPENCL_FP16) ? 0.16 : 0.0;
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const float l1 = (target == DNN_TARGET_MYRIAD) ? 0.02 : 0.0;
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const float lInf = (target == DNN_TARGET_MYRIAD || target == DNN_TARGET_OPENCL_FP16) ? 0.2 : 0.0;
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processNet("dnn/openpose_pose_mpi.caffemodel", "dnn/openpose_pose_mpi.prototxt",
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Size(46, 46), "", "", l1, lInf);
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expectNoFallbacksFromIE(net);
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