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opencv/modules/dnn/test
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Alexander Alekhin efc9837df1
Merge pull request #24892 from opencv-pushbot:gitee/alalek/dnn_avoid_16s_usage 
DNN: avoid CV_16S usage for FP16 #24892

**Merge after**: #24918

TODO:
- [x] measure performance changes
- [x] optimize convertTo for OpenCL: #24918

12700K iGPU:

|Name of Test|0|1|1 vs 0 (x-factor)|
|---|:-:|:-:|:-:|
|AlexNet::DNNTestNetwork::OCV/OCL_FP16|7.441|7.480|0.99|
|CRNN::DNNTestNetwork::OCV/OCL_FP16|10.776|10.736|1.00|
|DenseNet_121::DNNTestNetwork::OCV/OCL_FP16|52.762|52.833|1.00|
|EAST_text_detection::DNNTestNetwork::OCV/OCL_FP16|60.694|60.721|1.00|
|EfficientNet::DNNTestNetwork::OCV/OCL_FP16|33.373|33.173|1.01|
|FastNeuralStyle_eccv16::DNNTestNetwork::OCV/OCL_FP16|81.840|81.724|1.00|
|GoogLeNet::DNNTestNetwork::OCV/OCL_FP16|20.965|20.927|1.00|
|Inception_5h::DNNTestNetwork::OCV/OCL_FP16|22.204|22.173|1.00|
|Inception_v2_SSD_TensorFlow::DNNTestNetwork::OCV/OCL_FP16|47.115|47.460|0.99|
|MPHand::DNNTestNetwork::OCV/OCL_FP16|6.760|6.670|1.01|
|MPPalm::DNNTestNetwork::OCV/OCL_FP16|10.188|10.171|1.00|
|MPPose::DNNTestNetwork::OCV/OCL_FP16|12.510|12.561|1.00|
|MobileNet_SSD_Caffe::DNNTestNetwork::OCV/OCL_FP16|17.290|17.072|1.01|
|MobileNet_SSD_v1_TensorFlow::DNNTestNetwork::OCV/OCL_FP16|19.473|19.306|1.01|
|MobileNet_SSD_v2_TensorFlow::DNNTestNetwork::OCV/OCL_FP16|22.874|23.404|0.98|
|OpenFace::DNNTestNetwork::OCV/OCL_FP16|9.568|9.517|1.01|
|OpenPose_pose_mpi_faster_4_stages::DNNTestNetwork::OCV/OCL_FP16|539.899|539.845|1.00|
|PPHumanSeg::DNNTestNetwork::OCV/OCL_FP16|18.015|18.769|0.96|
|PPOCRv3::DNNTestNetwork::OCV/OCL_FP16|63.122|63.540|0.99|
|ResNet_50::DNNTestNetwork::OCV/OCL_FP16|34.947|34.925|1.00|
|SFace::DNNTestNetwork::OCV/OCL_FP16|10.249|10.206|1.00|
|SSD::DNNTestNetwork::OCV/OCL_FP16|213.068|213.108|1.00|
|SqueezeNet_v1_1::DNNTestNetwork::OCV/OCL_FP16|4.867|4.878|1.00|
|VIT_B_32::DNNTestNetwork::OCV/OCL_FP16|200.563|190.788|1.05|
|VitTrack::DNNTestNetwork::OCV/OCL_FP16|7.528|7.173|1.05|
|YOLOX::DNNTestNetwork::OCV/OCL_FP16|132.858|132.701|1.00|
|YOLOv3::DNNTestNetwork::OCV/OCL_FP16|209.559|208.809|1.00|
|YOLOv4::DNNTestNetwork::OCV/OCL_FP16|221.357|220.924|1.00|
|YOLOv4_tiny::DNNTestNetwork::OCV/OCL_FP16|24.446|24.382|1.00|
|YOLOv5::DNNTestNetwork::OCV/OCL_FP16|43.922|44.080|1.00|
|YOLOv8::DNNTestNetwork::OCV/OCL_FP16|64.159|63.842|1.00|
|YuNet::DNNTestNetwork::OCV/OCL_FP16|10.177|10.231|0.99|
|opencv_face_detector::DNNTestNetwork::OCV/OCL_FP16|15.121|15.445|0.98|

Co-authored-by: Alexander Alekhin <alexander.a.alekhin@gmail.com>
2024-01-26 16:34:17 +03:00
..
cityscapes_semsegm_test_enet.py Misc. modules/ typos 2018-02-12 07:09:43 -05:00
imagenet_cls_test_alexnet.py python: better Python 3 support 2018-05-11 17:32:04 +03:00
imagenet_cls_test_googlenet.py Misc. modules/ typos 2018-02-12 07:09:43 -05:00
imagenet_cls_test_inception.py fix 4.x links 2021-12-22 13:24:30 +00:00
npy_blob.cpp dnn: fix precomp.hpp usage 2018-02-28 17:06:26 +03:00
npy_blob.hpp dnn: fix precomp.hpp usage 2018-02-28 17:06:26 +03:00
pascal_semsegm_test_fcn.py Remove references to deprecated NumPy type aliases. 2022-12-23 13:53:49 +03:00
test_backends.cpp Merge pull request #24834 from fengyuentau:cuda_naryeltwise_broadcast 2024-01-11 10:04:46 +03:00
test_caffe_importer.cpp dnn(test): skip very long debug tests, reduce test time 2023-12-25 08:44:06 +00:00
test_common.cpp cmake: fix build of dnn tests with shared common code 2019-03-31 08:52:25 +00:00
test_common.hpp Merge pull request #22275 from zihaomu:fp16_support_conv 2023-05-17 09:38:33 +03:00
test_common.impl.hpp Merge pull request #22275 from zihaomu:fp16_support_conv 2023-05-17 09:38:33 +03:00
test_darknet_importer.cpp dnn(test): skip very long debug tests, reduce test time 2023-12-25 08:44:06 +00:00
test_googlenet.cpp Merge pull request #22275 from zihaomu:fp16_support_conv 2023-05-17 09:38:33 +03:00
test_graph_simplifier.cpp Merge pull request #24808 from fengyuentau:fix_layernorm 2024-01-10 13:01:00 +03:00
test_ie_models.cpp Merge pull request #24072 from dkurt:openvino_cpu_tests 2023-08-02 14:39:11 +03:00
test_int8_layers.cpp dnn(test): skip very long debug tests, reduce test time 2023-12-25 08:44:06 +00:00
test_layers.cpp Merge pull request #24892 from opencv-pushbot:gitee/alalek/dnn_avoid_16s_usage 2024-01-26 16:34:17 +03:00
test_main.cpp Merge pull request #23109 from seanm:misc-warnings 2023-10-06 13:33:21 +03:00
test_misc.cpp Merge pull request #23736 from seanm:c++11-simplifications 2024-01-19 16:53:08 +03:00
test_model.cpp dnn(test): skip very long debug tests, reduce test time 2023-12-25 08:44:06 +00:00
test_nms.cpp batched nms impl 2022-11-29 15:32:34 +08:00
test_onnx_conformance_layer_filter__cuda_denylist.inl.hpp Merge pull request #24353 from alexlyulkov:al/fixed-cumsum-layer 2023-10-03 13:58:25 +03:00
test_onnx_conformance_layer_filter__halide_denylist.inl.hpp Merge pull request #24353 from alexlyulkov:al/fixed-cumsum-layer 2023-10-03 13:58:25 +03:00
test_onnx_conformance_layer_filter__openvino.inl.hpp Merge pull request #24610 from jimmylaw21:dnn-onnx-add-group-norm-layer 2024-01-12 15:13:26 +03:00
test_onnx_conformance_layer_filter__vulkan_denylist.inl.hpp Merge pull request #24092 from Aser-Abdelfatah:GSoC_Support_GatherElements_ONNX 2023-10-18 10:41:47 +03:00
test_onnx_conformance_layer_filter_opencv_all_denylist.inl.hpp Normalize axis parameter in DNN Concat to handle negative values. 2024-01-16 12:22:22 +03:00
test_onnx_conformance_layer_filter_opencv_cpu_denylist.inl.hpp Merge pull request #21865 from rogday:nary_eltwise_layers 2022-07-19 06:14:05 +03:00
test_onnx_conformance_layer_filter_opencv_denylist.inl.hpp move global skip out of if loop, and add opencv_deny_list 2023-03-13 22:16:51 +08:00
test_onnx_conformance_layer_filter_opencv_ocl_fp16_denylist.inl.hpp implementation of scatter and scatternd with conformance tests enabled 2022-10-17 11:30:32 +08:00
test_onnx_conformance_layer_filter_opencv_ocl_fp32_denylist.inl.hpp implementation of scatter and scatternd with conformance tests enabled 2022-10-17 11:30:32 +08:00
test_onnx_conformance_layer_parser_denylist.inl.hpp Merge pull request #24765 from fengyuentau:mod_operator 2024-01-09 19:00:17 +03:00
test_onnx_conformance.cpp Merge pull request #24610 from jimmylaw21:dnn-onnx-add-group-norm-layer 2024-01-12 15:13:26 +03:00
test_onnx_importer.cpp added test for yolo nas 2024-01-17 13:01:43 +03:00
test_precomp.hpp dnn: reduce set of ignored warnings 2018-11-15 13:15:59 +03:00
test_tf_importer.cpp dnn(test): skip very long debug tests, reduce test time 2023-12-25 08:44:06 +00:00
test_tflite_importer.cpp Merge pull request #23987 from dkurt:openvino_int8_backend 2023-09-28 16:24:43 +03:00
test_torch_importer.cpp DNN: add the Winograd fp16 support (#23654) 2023-11-20 13:45:37 +03:00