DNN test failures with CuDNN support #22623
Description
System Information
OpenCV version: 4.6.0
Operating System / Platform: Ubuntu 20.04
Compiler & compiler version: GCC 9.4.0
Detailed description
There are several failed DNN tests if to build OpenCV with CuDNN (8.6.0 version) support.
The pipeline log is here.
Failed tests:
[ FAILED ] 40 tests, listed below:
[ FAILED ] Test_Model.TextRecognition/0, where GetParam() = CUDA/CUDA
[ FAILED ] Test_Model.TextRecognition/1, where GetParam() = CUDA/CUDA_FP16
[ FAILED ] Test_Model.TextRecognitionWithCTCPrefixBeamSearch/0, where GetParam() = CUDA/CUDA
[ FAILED ] Test_Model.TextRecognitionWithCTCPrefixBeamSearch/1, where GetParam() = CUDA/CUDA_FP16
[ FAILED ] Test_ONNX_layers.Convolution3D/1, where GetParam() = CUDA/CUDA_FP16
[ FAILED ] Test_ONNX_layers.Convolution3D_bias/1, where GetParam() = CUDA/CUDA_FP16
[ FAILED ] Test_ONNX_layers.Shape/0, where GetParam() = CUDA/CUDA
[ FAILED ] Test_ONNX_layers.Shape/1, where GetParam() = CUDA/CUDA_FP16
[ FAILED ] Test_ONNX_layers.Power/0, where GetParam() = CUDA/CUDA
[ FAILED ] Test_ONNX_layers.Power/1, where GetParam() = CUDA/CUDA_FP16
[ FAILED ] Test_ONNX_layers.Elementwise_Log/0, where GetParam() = CUDA/CUDA
[ FAILED ] Test_ONNX_layers.Elementwise_Log/1, where GetParam() = CUDA/CUDA_FP16
[ FAILED ] Test_ONNX_layers.Elementwise_not/0, where GetParam() = CUDA/CUDA
[ FAILED ] Test_ONNX_layers.Elementwise_not/1, where GetParam() = CUDA/CUDA_FP16
[ FAILED ] Test_ONNX_layers.Compare_EQ/0, where GetParam() = CUDA/CUDA
[ FAILED ] Test_ONNX_layers.Compare_EQ/1, where GetParam() = CUDA/CUDA_FP16
[ FAILED ] Test_ONNX_layers.Compare_GT/0, where GetParam() = CUDA/CUDA
[ FAILED ] Test_ONNX_layers.Compare_GT/1, where GetParam() = CUDA/CUDA_FP16
[ FAILED ] Test_ONNX_layers.Compare_LT/0, where GetParam() = CUDA/CUDA
[ FAILED ] Test_ONNX_layers.Compare_LT/1, where GetParam() = CUDA/CUDA_FP16
[ FAILED ] Test_ONNX_layers.Compare_GTorEQ/0, where GetParam() = CUDA/CUDA
[ FAILED ] Test_ONNX_layers.Compare_GTorEQ/1, where GetParam() = CUDA/CUDA_FP16
[ FAILED ] Test_ONNX_layers.Compare_LEorEQ/0, where GetParam() = CUDA/CUDA
[ FAILED ] Test_ONNX_layers.Compare_LEorEQ/1, where GetParam() = CUDA/CUDA_FP16
[ FAILED ] Test_ONNX_layers.Eltwise3D/0, where GetParam() = CUDA/CUDA
[ FAILED ] Test_ONNX_layers.Eltwise3D/1, where GetParam() = CUDA/CUDA_FP16
[ FAILED ] Test_ONNX_layers.PoolConv3D/1, where GetParam() = CUDA/CUDA_FP16
[ FAILED ] Test_ONNX_layers.Div/0, where GetParam() = CUDA/CUDA
[ FAILED ] Test_ONNX_layers.Div/1, where GetParam() = CUDA/CUDA_FP16
[ FAILED ] Test_ONNX_layers.Split/0, where GetParam() = CUDA/CUDA
[ FAILED ] Test_ONNX_layers.Split/1, where GetParam() = CUDA/CUDA_FP16
[ FAILED ] Test_ONNX_layers.LSTM_Activations/0, where GetParam() = CUDA/CUDA
[ FAILED ] Test_ONNX_layers.SubFromConst/0, where GetParam() = CUDA/CUDA
[ FAILED ] Test_ONNX_layers.SubFromConst/1, where GetParam() = CUDA/CUDA_FP16
[ FAILED ] Test_ONNX_nets.LResNet100E_IR/1, where GetParam() = CUDA/CUDA_FP16
[ FAILED ] Test_ONNX_nets.Emotion_ferplus/0, where GetParam() = CUDA/CUDA
[ FAILED ] Test_ONNX_nets.Emotion_ferplus/1, where GetParam() = CUDA/CUDA_FP16
[ FAILED ] Test_ONNX_nets.Resnet34_kinetics/1, where GetParam() = CUDA/CUDA_FP16
[ FAILED ] Test_TensorFlow_layers.Convolution3D/1, where GetParam() = CUDA/CUDA_FP16
[ FAILED ] Test_TensorFlow_layers.concat_3d/1, where GetParam() = CUDA/CUDA_FP16
More details about each of them:
[ RUN ] Test_Model.TextRecognition/0, where GetParam() = CUDA/CUDA
/home/ci/opencv/modules/dnn/test/test_model.cpp:148: Failure
Expected equality of these values:
results[0]
Which is: ""
seq
Which is: "welcome"
ROI[0]: /home/ci/opencv_extra/testdata/dnn/text_rec_test.png
/home/ci/opencv/modules/dnn/test/test_model.cpp:149: Failure
Expected equality of these values:
results[1]
Which is: ""
seq
Which is: "welcome"
ROI[1]: /home/ci/opencv_extra/testdata/dnn/text_rec_test.png
[ FAILED ] Test_Model.TextRecognition/0, where GetParam() = CUDA/CUDA (120 ms)
---
[ RUN ] Test_Model.TextRecognition/1, where GetParam() = CUDA/CUDA_FP16
/home/ci/opencv/modules/dnn/test/test_model.cpp:140: Failure
Expected equality of these values:
result
Which is: ""
seq
Which is: "welcome"
Full frame: /home/ci/opencv_extra/testdata/dnn/text_rec_test.png
/home/ci/opencv/modules/dnn/test/test_model.cpp:148: Failure
Expected equality of these values:
results[0]
Which is: ""
seq
Which is: "welcome"
ROI[0]: /home/ci/opencv_extra/testdata/dnn/text_rec_test.png
/home/ci/opencv/modules/dnn/test/test_model.cpp:149: Failure
Expected equality of these values:
results[1]
Which is: ""
seq
Which is: "welcome"
ROI[1]: /home/ci/opencv_extra/testdata/dnn/text_rec_test.png
[ FAILED ] Test_Model.TextRecognition/1, where GetParam() = CUDA/CUDA_FP16 (701 ms)
---
[ RUN ] Test_Model.TextRecognitionWithCTCPrefixBeamSearch/0, where GetParam() = CUDA/CUDA
/home/ci/opencv/modules/dnn/test/test_model.cpp:140: Failure
Expected equality of these values:
result
Which is: ""
seq
Which is: "welcome"
Full frame: /home/ci/opencv_extra/testdata/dnn/text_rec_test.png
/home/ci/opencv/modules/dnn/test/test_model.cpp:148: Failure
Expected equality of these values:
results[0]
Which is: ""
seq
Which is: "welcome"
ROI[0]: /home/ci/opencv_extra/testdata/dnn/text_rec_test.png
/home/ci/opencv/modules/dnn/test/test_model.cpp:149: Failure
Expected equality of these values:
results[1]
Which is: ""
seq
Which is: "welcome"
ROI[1]: /home/ci/opencv_extra/testdata/dnn/text_rec_test.png
[ FAILED ] Test_Model.TextRecognitionWithCTCPrefixBeamSearch/0, where GetParam() = CUDA/CUDA (89 ms)
---
[ RUN ] Test_Model.TextRecognitionWithCTCPrefixBeamSearch/1, where GetParam() = CUDA/CUDA_FP16
/home/ci/opencv/modules/dnn/test/test_model.cpp:140: Failure
Expected equality of these values:
result
Which is: ""
seq
Which is: "welcome"
Full frame: /home/ci/opencv_extra/testdata/dnn/text_rec_test.png
/home/ci/opencv/modules/dnn/test/test_model.cpp:148: Failure
Expected equality of these values:
results[0]
Which is: ""
seq
Which is: "welcome"
ROI[0]: /home/ci/opencv_extra/testdata/dnn/text_rec_test.png
/home/ci/opencv/modules/dnn/test/test_model.cpp:149: Failure
Expected equality of these values:
results[1]
Which is: ""
seq
Which is: "welcome"
ROI[1]: /home/ci/opencv_extra/testdata/dnn/text_rec_test.png
[ FAILED ] Test_Model.TextRecognitionWithCTCPrefixBeamSearch/1, where GetParam() = CUDA/CUDA_FP16 (710 ms)
---
[ RUN ] Test_ONNX_layers.Convolution3D/1, where GetParam() = CUDA/CUDA_FP16
unknown file: Failure
C++ exception with description "OpenCV(4.6.0-dev) /home/ci/opencv/modules/dnn/src/layers/../cuda4dnn/primitives/../csl/cudnn/convolution.hpp:303: error: (-217:Gpu API call) cuDNN did not return a suitable algorithm for convolution. in function 'ConvolutionAlgorithm'
" thrown in the test body.
[ FAILED ] Test_ONNX_layers.Convolution3D/1, where GetParam() = CUDA/CUDA_FP16 (3 ms)
---
[ RUN ] Test_ONNX_layers.Convolution3D_bias/1, where GetParam() = CUDA/CUDA_FP16
unknown file: Failure
C++ exception with description "OpenCV(4.6.0-dev) /home/ci/opencv/modules/dnn/src/layers/../cuda4dnn/primitives/../csl/cudnn/convolution.hpp:303: error: (-217:Gpu API call) cuDNN did not return a suitable algorithm for convolution. in function 'ConvolutionAlgorithm'
" thrown in the test body.
[ FAILED ] Test_ONNX_layers.Convolution3D_bias/1, where GetParam() = CUDA/CUDA_FP16 (3 ms)
---
[ RUN ] Test_ONNX_layers.Shape/0, where GetParam() = CUDA/CUDA
unknown file: Failure
C++ exception with description "OpenCV(4.6.0-dev) /home/ci/opencv/modules/dnn/src/layers/../cuda4dnn/primitives/../csl/tensor_ops.hpp:43: error: (-215:Assertion failed) is_shape_same(dest, src) in function 'copy'
" thrown in the test body.
[ FAILED ] Test_ONNX_layers.Shape/0, where GetParam() = CUDA/CUDA (4 ms)
---
[ RUN ] Test_ONNX_layers.Shape/1, where GetParam() = CUDA/CUDA_FP16
unknown file: Failure
C++ exception with description "OpenCV(4.6.0-dev) /home/ci/opencv/modules/dnn/src/layers/../cuda4dnn/primitives/../csl/tensor_ops.hpp:43: error: (-215:Assertion failed) is_shape_same(dest, src) in function 'copy'
" thrown in the test body.
[ FAILED ] Test_ONNX_layers.Shape/1, where GetParam() = CUDA/CUDA_FP16 (4 ms)
---
[ RUN ] Test_ONNX_layers.Power/0, where GetParam() = CUDA/CUDA
unknown file: Failure
C++ exception with description "OpenCV(4.6.0-dev) /home/ci/opencv/modules/dnn/src/layers/../cuda4dnn/primitives/../csl/tensor_ops.hpp:43: error: (-215:Assertion failed) is_shape_same(dest, src) in function 'copy'
" thrown in the test body.
[ FAILED ] Test_ONNX_layers.Power/0, where GetParam() = CUDA/CUDA (4 ms)
---
[ RUN ] Test_ONNX_layers.Power/1, where GetParam() = CUDA/CUDA_FP16
unknown file: Failure
C++ exception with description "OpenCV(4.6.0-dev) /home/ci/opencv/modules/dnn/src/layers/../cuda4dnn/primitives/../csl/tensor_ops.hpp:43: error: (-215:Assertion failed) is_shape_same(dest, src) in function 'copy'
" thrown in the test body.
[ FAILED ] Test_ONNX_layers.Power/1, where GetParam() = CUDA/CUDA_FP16 (3 ms)
---
[ RUN ] Test_ONNX_layers.Elementwise_Log/0, where GetParam() = CUDA/CUDA
unknown file: Failure
C++ exception with description "OpenCV(4.6.0-dev) /home/ci/opencv/modules/dnn/src/layers/../cuda4dnn/primitives/../csl/tensor_ops.hpp:43: error: (-215:Assertion failed) is_shape_same(dest, src) in function 'copy'
" thrown in the test body.
[ FAILED ] Test_ONNX_layers.Elementwise_Log/0, where GetParam() = CUDA/CUDA (3 ms)
---
[ RUN ] Test_ONNX_layers.Elementwise_Log/1, where GetParam() = CUDA/CUDA_FP16
unknown file: Failure
C++ exception with description "OpenCV(4.6.0-dev) /home/ci/opencv/modules/dnn/src/layers/../cuda4dnn/primitives/../csl/tensor_ops.hpp:43: error: (-215:Assertion failed) is_shape_same(dest, src) in function 'copy'
" thrown in the test body.
[ FAILED ] Test_ONNX_layers.Elementwise_Log/1, where GetParam() = CUDA/CUDA_FP16 (4 ms)
---
[ RUN ] Test_ONNX_layers.Elementwise_not/0, where GetParam() = CUDA/CUDA
unknown file: Failure
C++ exception with description "OpenCV(4.6.0-dev) /home/ci/opencv/modules/dnn/src/layers/../cuda4dnn/primitives/../csl/tensor_ops.hpp:43: error: (-215:Assertion failed) is_shape_same(dest, src) in function 'copy'
" thrown in the test body.
[ FAILED ] Test_ONNX_layers.Elementwise_not/0, where GetParam() = CUDA/CUDA (4 ms)
---
[ RUN ] Test_ONNX_layers.Elementwise_not/1, where GetParam() = CUDA/CUDA_FP16
unknown file: Failure
C++ exception with description "OpenCV(4.6.0-dev) /home/ci/opencv/modules/dnn/src/layers/../cuda4dnn/primitives/../csl/tensor_ops.hpp:43: error: (-215:Assertion failed) is_shape_same(dest, src) in function 'copy'
" thrown in the test body.
[ FAILED ] Test_ONNX_layers.Elementwise_not/1, where GetParam() = CUDA/CUDA_FP16 (3 ms)
---
[ RUN ] Test_ONNX_layers.Compare_EQ/0, where GetParam() = CUDA/CUDA
unknown file: Failure
C++ exception with description "OpenCV(4.6.0-dev) /home/ci/opencv/modules/dnn/src/layers/../cuda4dnn/primitives/../csl/tensor_ops.hpp:43: error: (-215:Assertion failed) is_shape_same(dest, src) in function 'copy'
" thrown in the test body.
[ FAILED ] Test_ONNX_layers.Compare_EQ/0, where GetParam() = CUDA/CUDA (4 ms)
---
[ RUN ] Test_ONNX_layers.Compare_EQ/1, where GetParam() = CUDA/CUDA_FP16
unknown file: Failure
C++ exception with description "OpenCV(4.6.0-dev) /home/ci/opencv/modules/dnn/src/layers/../cuda4dnn/primitives/../csl/tensor_ops.hpp:43: error: (-215:Assertion failed) is_shape_same(dest, src) in function 'copy'
" thrown in the test body.
[ FAILED ] Test_ONNX_layers.Compare_EQ/1, where GetParam() = CUDA/CUDA_FP16 (4 ms)
---
[ RUN ] Test_ONNX_layers.Compare_GT/0, where GetParam() = CUDA/CUDA
unknown file: Failure
C++ exception with description "OpenCV(4.6.0-dev) /home/ci/opencv/modules/dnn/src/layers/../cuda4dnn/primitives/../csl/tensor_ops.hpp:43: error: (-215:Assertion failed) is_shape_same(dest, src) in function 'copy'
" thrown in the test body.
[ FAILED ] Test_ONNX_layers.Compare_GT/0, where GetParam() = CUDA/CUDA (4 ms)
---
[ RUN ] Test_ONNX_layers.Compare_GT/1, where GetParam() = CUDA/CUDA_FP16
unknown file: Failure
C++ exception with description "OpenCV(4.6.0-dev) /home/ci/opencv/modules/dnn/src/layers/../cuda4dnn/primitives/../csl/tensor_ops.hpp:43: error: (-215:Assertion failed) is_shape_same(dest, src) in function 'copy'
" thrown in the test body.
[ FAILED ] Test_ONNX_layers.Compare_GT/1, where GetParam() = CUDA/CUDA_FP16 (4 ms)
---
[ RUN ] Test_ONNX_layers.Compare_LT/0, where GetParam() = CUDA/CUDA
unknown file: Failure
C++ exception with description "OpenCV(4.6.0-dev) /home/ci/opencv/modules/dnn/src/layers/../cuda4dnn/primitives/../csl/tensor_ops.hpp:43: error: (-215:Assertion failed) is_shape_same(dest, src) in function 'copy'
" thrown in the test body.
[ FAILED ] Test_ONNX_layers.Compare_LT/0, where GetParam() = CUDA/CUDA (4 ms)
---
[ RUN ] Test_ONNX_layers.Compare_LT/1, where GetParam() = CUDA/CUDA_FP16
unknown file: Failure
C++ exception with description "OpenCV(4.6.0-dev) /home/ci/opencv/modules/dnn/src/layers/../cuda4dnn/primitives/../csl/tensor_ops.hpp:43: error: (-215:Assertion failed) is_shape_same(dest, src) in function 'copy'
" thrown in the test body.
[ FAILED ] Test_ONNX_layers.Compare_LT/1, where GetParam() = CUDA/CUDA_FP16 (3 ms)
---
[ RUN ] Test_ONNX_layers.Compare_GTorEQ/0, where GetParam() = CUDA/CUDA
unknown file: Failure
C++ exception with description "OpenCV(4.6.0-dev) /home/ci/opencv/modules/dnn/src/layers/../cuda4dnn/primitives/../csl/tensor_ops.hpp:43: error: (-215:Assertion failed) is_shape_same(dest, src) in function 'copy'
" thrown in the test body.
[ FAILED ] Test_ONNX_layers.Compare_GTorEQ/0, where GetParam() = CUDA/CUDA (4 ms)
---
[ RUN ] Test_ONNX_layers.Compare_GTorEQ/1, where GetParam() = CUDA/CUDA_FP16
unknown file: Failure
C++ exception with description "OpenCV(4.6.0-dev) /home/ci/opencv/modules/dnn/src/layers/../cuda4dnn/primitives/../csl/tensor_ops.hpp:43: error: (-215:Assertion failed) is_shape_same(dest, src) in function 'copy'
" thrown in the test body.
[ FAILED ] Test_ONNX_layers.Compare_GTorEQ/1, where GetParam() = CUDA/CUDA_FP16 (4 ms)
---
[ RUN ] Test_ONNX_layers.Compare_LEorEQ/0, where GetParam() = CUDA/CUDA
unknown file: Failure
C++ exception with description "OpenCV(4.6.0-dev) /home/ci/opencv/modules/dnn/src/layers/../cuda4dnn/primitives/../csl/tensor_ops.hpp:43: error: (-215:Assertion failed) is_shape_same(dest, src) in function 'copy'
" thrown in the test body.
[ FAILED ] Test_ONNX_layers.Compare_LEorEQ/0, where GetParam() = CUDA/CUDA (4 ms)
---
[ RUN ] Test_ONNX_layers.Compare_LEorEQ/1, where GetParam() = CUDA/CUDA_FP16
unknown file: Failure
C++ exception with description "OpenCV(4.6.0-dev) /home/ci/opencv/modules/dnn/src/layers/../cuda4dnn/primitives/../csl/tensor_ops.hpp:43: error: (-215:Assertion failed) is_shape_same(dest, src) in function 'copy'
" thrown in the test body.
[ FAILED ] Test_ONNX_layers.Compare_LEorEQ/1, where GetParam() = CUDA/CUDA_FP16 (4 ms)
---
[ RUN ] Test_ONNX_layers.Eltwise3D/0, where GetParam() = CUDA/CUDA
unknown file: Failure
C++ exception with description "OpenCV(4.6.0-dev) /home/ci/opencv/modules/dnn/src/layers/../cuda4dnn/primitives/../csl/tensor_ops.hpp:43: error: (-215:Assertion failed) is_shape_same(dest, src) in function 'copy'
" thrown in the test body.
[ FAILED ] Test_ONNX_layers.Eltwise3D/0, where GetParam() = CUDA/CUDA (4 ms)
---
[ RUN ] Test_ONNX_layers.Eltwise3D/1, where GetParam() = CUDA/CUDA_FP16
unknown file: Failure
C++ exception with description "OpenCV(4.6.0-dev) /home/ci/opencv/modules/dnn/src/layers/../cuda4dnn/primitives/../csl/tensor_ops.hpp:43: error: (-215:Assertion failed) is_shape_same(dest, src) in function 'copy'
" thrown in the test body.
[ FAILED ] Test_ONNX_layers.Eltwise3D/1, where GetParam() = CUDA/CUDA_FP16 (3 ms)
---
[ RUN ] Test_ONNX_layers.PoolConv3D/1, where GetParam() = CUDA/CUDA_FP16
unknown file: Failure
C++ exception with description "OpenCV(4.6.0-dev) /home/ci/opencv/modules/dnn/src/layers/../cuda4dnn/primitives/../csl/cudnn/convolution.hpp:303: error: (-217:Gpu API call) cuDNN did not return a suitable algorithm for convolution. in function 'ConvolutionAlgorithm'
" thrown in the test body.
[ FAILED ] Test_ONNX_layers.PoolConv3D/1, where GetParam() = CUDA/CUDA_FP16 (3 ms)
---
[ RUN ] Test_ONNX_layers.Div/0, where GetParam() = CUDA/CUDA
FALLBACK: Layer [NaryEltwise]:[onnx_node_output_0!2] is expected to has backend implementation
unknown file: Failure
C++ exception with description "OpenCV(4.6.0-dev) /home/ci/opencv/modules/dnn/test/test_common.hpp:214: error: (-213:The function/feature is not implemented) Implementation fallbacks are not expected in this test in function 'expectNoFallbacks'
" thrown in the test body.
[ FAILED ] Test_ONNX_layers.Div/0, where GetParam() = CUDA/CUDA (3 ms)
---
[ RUN ] Test_ONNX_layers.Div/1, where GetParam() = CUDA/CUDA_FP16
FALLBACK: Layer [NaryEltwise]:[onnx_node_output_0!2] is expected to has backend implementation
unknown file: Failure
C++ exception with description "OpenCV(4.6.0-dev) /home/ci/opencv/modules/dnn/test/test_common.hpp:214: error: (-213:The function/feature is not implemented) Implementation fallbacks are not expected in this test in function 'expectNoFallbacks'
" thrown in the test body.
[ FAILED ] Test_ONNX_layers.Div/1, where GetParam() = CUDA/CUDA_FP16 (4 ms)
---
[ RUN ] Test_ONNX_layers.Split/0, where GetParam() = CUDA/CUDA
unknown file: Failure
C++ exception with description "OpenCV(4.6.0-dev) /home/ci/opencv/modules/dnn/src/layers/../cuda4dnn/primitives/../csl/tensor_ops.hpp:43: error: (-215:Assertion failed) is_shape_same(dest, src) in function 'copy'
" thrown in the test body.
[ FAILED ] Test_ONNX_layers.Split/0, where GetParam() = CUDA/CUDA (16 ms)
---
[ RUN ] Test_ONNX_layers.Split/1, where GetParam() = CUDA/CUDA_FP16
unknown file: Failure
C++ exception with description "OpenCV(4.6.0-dev) /home/ci/opencv/modules/dnn/src/layers/../cuda4dnn/primitives/../csl/tensor_ops.hpp:43: error: (-215:Assertion failed) is_shape_same(dest, src) in function 'copy'
" thrown in the test body.
[ FAILED ] Test_ONNX_layers.Split/1, where GetParam() = CUDA/CUDA_FP16 (17 ms)
---
[ RUN ] Test_ONNX_layers.LSTM_Activations/0, where GetParam() = CUDA/CUDA
/home/ci/opencv/modules/dnn/test/test_common.impl.hpp:74: Failure
Expected: (normL1) <= (l1), actual: 0.0435941 vs 1e-05
|ref| = 0.16841614246368408
/home/ci/opencv/modules/dnn/test/test_common.impl.hpp:77: Failure
Expected: (normInf) <= (lInf), actual: 0.168416 vs 0.0001
|ref| = 0.16841614246368408
[ FAILED ] Test_ONNX_layers.LSTM_Activations/0, where GetParam() = CUDA/CUDA (5 ms)
---
[ RUN ] Test_ONNX_layers.SubFromConst/0, where GetParam() = CUDA/CUDA
unknown file: Failure
C++ exception with description "OpenCV(4.6.0-dev) /home/ci/opencv/modules/dnn/src/layers/../cuda4dnn/primitives/../csl/tensor_ops.hpp:43: error: (-215:Assertion failed) is_shape_same(dest, src) in function 'copy'
" thrown in the test body.
[ FAILED ] Test_ONNX_layers.SubFromConst/0, where GetParam() = CUDA/CUDA (3 ms)
---
[ RUN ] Test_ONNX_layers.SubFromConst/1, where GetParam() = CUDA/CUDA_FP16
unknown file: Failure
C++ exception with description "OpenCV(4.6.0-dev) /home/ci/opencv/modules/dnn/src/layers/../cuda4dnn/primitives/../csl/tensor_ops.hpp:43: error: (-215:Assertion failed) is_shape_same(dest, src) in function 'copy'
" thrown in the test body.
[ FAILED ] Test_ONNX_layers.SubFromConst/1, where GetParam() = CUDA/CUDA_FP16 (3 ms)
---
[ RUN ] Test_ONNX_nets.LResNet100E_IR/1, where GetParam() = CUDA/CUDA_FP16
/home/ci/opencv/modules/dnn/test/test_common.impl.hpp:74: Failure
Expected: (normL1) <= (l1), actual: 0.00869873 vs 0.008
|ref| = 3.3252670764923096
[ FAILED ] Test_ONNX_nets.LResNet100E_IR/1, where GetParam() = CUDA/CUDA_FP16 (1887 ms)
---
[ RUN ] Test_ONNX_nets.Emotion_ferplus/0, where GetParam() = CUDA/CUDA
unknown file: Failure
C++ exception with description "OpenCV(4.6.0-dev) /home/ci/opencv/modules/dnn/src/layers/../cuda4dnn/primitives/../csl/tensor_ops.hpp:43: error: (-215:Assertion failed) is_shape_same(dest, src) in function 'copy'
" thrown in the test body.
[ FAILED ] Test_ONNX_nets.Emotion_ferplus/0, where GetParam() = CUDA/CUDA (76 ms)
---
[ RUN ] Test_ONNX_nets.Emotion_ferplus/1, where GetParam() = CUDA/CUDA_FP16
unknown file: Failure
C++ exception with description "OpenCV(4.6.0-dev) /home/ci/opencv/modules/dnn/src/layers/../cuda4dnn/primitives/../csl/tensor_ops.hpp:43: error: (-215:Assertion failed) is_shape_same(dest, src) in function 'copy'
" thrown in the test body.
[ FAILED ] Test_ONNX_nets.Emotion_ferplus/1, where GetParam() = CUDA/CUDA_FP16 (72 ms)
---
[ RUN ] Test_ONNX_nets.Resnet34_kinetics/1, where GetParam() = CUDA/CUDA_FP16
unknown file: Failure
C++ exception with description "OpenCV(4.6.0-dev) /home/ci/opencv/modules/dnn/src/layers/../cuda4dnn/primitives/../csl/cudnn/convolution.hpp:303: error: (-217:Gpu API call) cuDNN did not return a suitable algorithm for convolution. in function 'ConvolutionAlgorithm'
" thrown in the test body.
[ FAILED ] Test_ONNX_nets.Resnet34_kinetics/1, where GetParam() = CUDA/CUDA_FP16 (522 ms)
---
[ RUN ] Test_TensorFlow_layers.Convolution3D/1, where GetParam() = CUDA/CUDA_FP16
unknown file: Failure
C++ exception with description "OpenCV(4.6.0-dev) /home/ci/opencv/modules/dnn/src/layers/../cuda4dnn/primitives/../csl/cudnn/convolution.hpp:303: error: (-217:Gpu API call) cuDNN did not return a suitable algorithm for convolution. in function 'ConvolutionAlgorithm'
" thrown in the test body.
[ FAILED ] Test_TensorFlow_layers.Convolution3D/1, where GetParam() = CUDA/CUDA_FP16 (3 ms)
---
[ RUN ] Test_TensorFlow_layers.concat_3d/1, where GetParam() = CUDA/CUDA_FP16
unknown file: Failure
C++ exception with description "OpenCV(4.6.0-dev) /home/ci/opencv/modules/dnn/src/layers/../cuda4dnn/primitives/../csl/cudnn/convolution.hpp:303: error: (-217:Gpu API call) cuDNN did not return a suitable algorithm for convolution. in function 'ConvolutionAlgorithm'
" thrown in the test body.
[ FAILED ] Test_TensorFlow_layers.concat_3d/1, where GetParam() = CUDA/CUDA_FP16 (4 ms)
Steps to reproduce
Build OpenCV with CUDA and CuDNN:
- Clone OpenCV
git clone --branch 4.x https://github.com/opencv/opencv.git
- Clone OpenCV Contrib
git clone --branch 4.x https://github.com/opencv/opencv_contrib.git
- Clone OpenCV Extra for tests
git clone --branch 4.x https://github.com/opencv/opencv_extra.git
- Generate OpenCV with flags
cmake -B build -DBUILD_DOCS=ON -DPYTHON_DEFAULT_EXECUTABLE=/usr/bin/python3 -DBUILD_EXAMPLES=ON -DOPENCV_ENABLE_NONFREE=ON -DWITH_CUDA=ON -DBUILD_LIST=dnn,cudev,ts -DCUDA_ARCH_BIN=6.1 -DWITH_VA=OFF -DOPENCV_EXTRA_MODULES_PATH=opencv_contrib/modules opencv
- Build OpenCV
cmake --build build --target install -j $(nproc)
- Set
OPENCV_TEST_DATA_PATHenv variable:
export OPENCV_TEST_DATA_PATH=$(pwd)/opencv_extra/testdata
- Run DNN tests
cd build && ./bin/opencv_test_dnn
Issue submission checklist
- I report the issue, it's not a question
- I checked the problem with documentation, FAQ, open issues, forum.opencv.org, Stack Overflow, etc and have not found any solution
- I updated to the latest OpenCV version and the issue is still there
- There is reproducer code and related data files (videos, images, onnx, etc)