metadata
base_model: sentence-transformers/all-mpnet-base-v2
library_name: setfit
metrics:
- accuracy
pipeline_tag: text-classification
tags:
- setfit
- sentence-transformers
- text-classification
- generated_from_setfit_trainer
widget:
- text: "videowriter libraryLoad load opencv_videoio_ffmpeg460_64d.dll ### Descripe the feature and motivation\n\nCan I get opencv_videoio_ffmpeg460_64d.dll and opencv_videoio_ffmpeg460_64d.dll?(Shared libraries for debugging)Thank you!\n\n### Additional context\n\nI try to create video file by VideoWriter but failed,information like following:\r\nbackend_plugin.cpp (383) cv::impl::getPluginCandidates Found 3 plugin(s) for FFMPEG\r\nopencv-4.6.0\\\\modules\\\\core\\\\src\\\\utils\\\\plugin_loader.impl.hpp (67) cv::plugin::impl::DynamicLib::libraryLoad load D:\\\\develop\\\\opencv-4.6.0\\\\vs2017_x64\\\\bin\\\\Debug\\\\opencv_videoio_ffmpeg460_64d.dll => FAILED\r\nopencv-4.6.0\\\\modules\\\\core\\\\src\\\\utils\\\\plugin_loader.impl.hpp (67) cv::plugin::impl::DynamicLib::libraryLoad load opencv_videoio_ffmpeg460_64d.dll => FAILED\r\nopencv-4.6.0\\\\modules\\\\core\\\\src\\\\utils\\\\plugin_loader.impl.hpp (67) cv::plugin::impl::DynamicLib::libraryLoad load opencv_videoio_ffmpeg460_64.dll => FAILED\r\nopencv-4.6.0\\\\modules\\\\videoio\\\\src\\\\backend_plugin.cpp (383) cv::impl::getPluginCandidates Found 2 plugin(s) for INTEL_MFX\r\nopencv-4.6.0\\\\modules\\\\core\\\\src\\\\utils\\\\plugin_loader.impl.hpp (67) cv::plugin::impl::DynamicLib::libraryLoad load opencv-4.6.0\\\\vs2017_x64\\\\bin\\\\Debug\\\\opencv_videoio_intel_mfx460_64d.dll => FAILED\r\n[ INFO:0@51.519] \\\\opencv-4.6.0\\\\modules\\\\core\\\\src\\\\utils\\\\plugin_loader.impl.hpp (67) cv::plugin::impl::DynamicLib::libraryLoad load opencv_videoio_intel_mfx460_64d.dll => FAILED"
- text: "OpenCV solution for Visual Studio 2019 is not building opencv_core.lib when AVX2 is specified in (CPU_DISPATCH = SSE4_1;SSE4_2;AVX;FP16;AVX2) in x86 build ### System Information\n\nOpenCV solution for Visual Studio 2019 is not building opencv_core.lib when\r\nAVX2 is specified in (CPU_DISPATCH = SSE4_1;SSE4_2;AVX;FP16;AVX2) in x86 build\r\n\r\nOpenCV version: 4.8.0\r\nOperating System / Platform: Windows 10\r\nCompiler & compiler version: Visual Studio 2019\n\n### Detailed description\n\nBy default x64 CMake configuration for Visual Studio 2019 uses:\r\nCPU_BASELINE = SSE3;\r\nCPU_DISPATCH = SSE4_1;SSE4_2;AVX;FP16;AVX2\r\nand x86 configuration uses:\r\nCPU_BASELINE = SSE2;\r\nCPU_DISPATCH = SSE4_1;SSE4_2;AVX;FP16\r\n\r\nWhen I set the same flags in build for x86 as set in x64 build, building\r\nopencv_core module ends with failure:\r\n\r\nLogs from building opencv_core module:\r\nBuild started...\r\n1>------ Build started: Project: ZERO_CHECK, Configuration: Release Win32 ------\r\n1>Checking Build System\r\n2>------ Build started: Project: ippiw, Configuration: Release Win32 ------\r\n3>------ Build started: Project: ittnotify, Configuration: Release Win32 ------\r\n4>------ Build started: Project: opencv_core_SSE4_1, Configuration: Release Win32 ------\r\n5>------ Build started: Project: opencv_core_SSE4_2, Configuration: Release Win32 ------\r\n6>------ Build started: Project: opencv_core_AVX, Configuration: Release Win32 ------\r\n7>------ Build started: Project: opencv_core_AVX2, Configuration: Release Win32 ------\r\n8>------ Build started: Project: zlib, Configuration: Release Win32 ------\r\n4>Building Custom Rule G:/opencv-4.8.0/modules/core/CMakeLists.txt\r\n2>Building Custom Rule G:/opencv-4.8.0/build_x86_AVX2/3rdparty/ippicv/ippicv_win/iw/CMakeLists.txt\r\n3>Building Custom Rule G:/opencv-4.8.0/3rdparty/ittnotify/CMakeLists.txt\r\n7>Building Custom Rule G:/opencv-4.8.0/modules/core/CMakeLists.txt\r\n6>Building Custom Rule G:/opencv-4.8.0/modules/core/CMakeLists.txt\r\n8>Building Custom Rule G:/opencv-4.8.0/3rdparty/zlib/CMakeLists.txt\r\n5>Building Custom Rule G:/opencv-4.8.0/modules/core/CMakeLists.txt\r\n2>iw_core.c\r\n6>mathfuncs_core.avx.cpp\r\n4>arithm.sse4_1.cpp\r\n2>iw_image.c\r\n2>iw_image_color_convert_all.c\r\n2>iw_image_color_convert_rgbs.c\r\n3>ittnotify_static.c\r\n2>iw_image_filter_bilateral.c\r\n2>iw_image_filter_box.c\r\n4>matmul.sse4_1.cpp\r\n3>jitprofiling.c\r\n2>iw_image_filter_canny.c\r\n2>iw_image_filter_gaussian.c\r\n5>stat.sse4_2.cpp\r\n7>mathfuncs_core.avx2.cpp\r\n7>stat.avx2.cpp\r\n8>adler32.c\r\n8>compress.c\r\n8>crc32.c\r\n8>deflate.c\r\n7>arithm.avx2.cpp\r\n7>convert.avx2.cpp\r\n8>gzclose.c\r\n8>gzlib.c\r\n8>gzread.c\r\n7>convert_scale.avx2.cpp\r\n7>count_non_zero.avx2.cpp\r\n7>has_non_zero.avx2.cpp\r\n7>matmul.avx2.cpp\r\n8>gzwrite.c\r\n2>iw_image_filter_general.c\r\n2>iw_image_filter_laplacian.c\r\n2>iw_image_filter_morphology.c\r\n8>inflate.c\r\n8>infback.c\r\n8>inftrees.c\r\n2>iw_image_filter_scharr.c\r\n2>iw_image_filter_sobel.c\r\n2>iw_image_op_copy.c\r\n2>iw_image_op_copy_channel.c\r\n2>iw_image_op_copy_make_border.c\r\n2>iw_image_op_copy_merge.c\r\n2>iw_image_op_copy_split.c\r\n2>iw_image_op_scale.c\r\n8>inffast.c\r\n8>trees.c\r\n8>uncompr.c\r\n8>zutil.c\r\n7>G:\\\\opencv-4.8.0\\\\modules\\\\core\\\\include\\\\opencv2/core/hal/intrin_avx.hpp(130,12): error C3861: '_mm256_extract_epi64': identifier not found (compiling source file G:\\\\opencv-4.8.0\\\\build_x86_AVX2\\\\modules\\\\core\\\\stat.avx2.cpp)\r\n7>G:\\\\opencv-4.8.0\\\\modules\\\\core\\\\include\\\\opencv2/core/hal/intrin_avx.hpp(2312): message : see reference to function template instantiation 'int64 cv::hal_AVX2::_v256_extract_epi64<3>(const __m256i &)' being compiled (compiling source file G:\\\\opencv-4.8.0\\\\build_x86_AVX2\\\\modules\\\\core\\\\stat.avx2.cpp)\r\n7>G:\\\\opencv-4.8.0\\\\modules\\\\core\\\\include\\\\opencv2/core/hal/intrin.hpp(1016): message : see reference to function template instantiation 'uint64 cv::hal_AVX2::v_extract_n<3>(cv::hal_AVX2::v_uint64x4)' being compiled (compiling source file G:\\\\opencv-4.8.0\\\\build_x86_AVX2\\\\modules\\\\core\\\\stat.avx2.cpp)\r\n7>mean.avx2.cpp\r\n2>iw_image_op_set.c\r\n2>iw_image_op_set_channel.c\r\n2>iw_image_op_swap_channels.c\r\n2>iw_image_transform_mirror.c\r\n2>iw_image_transform_resize.c\r\n2>iw_image_transform_rotate.c\r\n2>iw_image_transform_warpaffine.c\r\n2>iw_own.c\r\n7>G:\\\\opencv-4.8.0\\\\modules\\\\core\\\\include\\\\opencv2/core/hal/intrin_avx.hpp(130,12): error C3861: '_mm256_extract_epi64': identifier not found (compiling source file G:\\\\opencv-4.8.0\\\\build_x86_AVX2\\\\modules\\\\core\\\\arithm.avx2.cpp)\r\n7>G:\\\\opencv-4.8.0\\\\modules\\\\core\\\\include\\\\opencv2/core/hal/intrin_avx.hpp(2312): message : see reference to function template instantiation 'int64 cv::hal_AVX2::_v256_extract_epi64<3>(const __m256i &)' being compiled (compiling source file G:\\\\opencv-4.8.0\\\\build_x86_AVX2\\\\modules\\\\core\\\\arithm.avx2.cpp)\r\n7>G:\\\\opencv-4.8.0\\\\modules\\\\core\\\\include\\\\opencv2/core/hal/intrin.hpp(1016): message : see reference to function template instantiation 'uint64 cv::hal_AVX2::v_extract_n<3>(cv::hal_AVX2::v_uint64x4)' being compiled (compiling source file G:\\\\opencv-4.8.0\\\\build_x86_AVX2\\\\modules\\\\core\\\\arithm.avx2.cpp)\r\n7>merge.avx2.cpp\r\n7>G:\\\\opencv-4.8.0\\\\modules\\\\core\\\\include\\\\opencv2/core/hal/intrin_avx.hpp(130,12): error C3861: '_mm256_extract_epi64': identifier not found (compiling source file G:\\\\opencv-4.8.0\\\\build_x86_AVX2\\\\modules\\\\core\\\\mathfuncs_core.avx2.cpp)\r\n7>G:\\\\opencv-4.8.0\\\\modules\\\\core\\\\include\\\\opencv2/core/hal/intrin_avx.hpp(2312): message : see reference to function template instantiation 'int64 cv::hal_AVX2::_v256_extract_epi64<3>(const __m256i &)' being compiled (compiling source file G:\\\\opencv-4.8.0\\\\build_x86_AVX2\\\\modules\\\\core\\\\mathfuncs_core.avx2.cpp)\r\n7>G:\\\\opencv-4.8.0\\\\modules\\\\core\\\\include\\\\opencv2/core/hal/intrin.hpp(1016): message : see reference to function template instantiation 'uint64 cv::hal_AVX2::v_extract_n<3>(cv::hal_AVX2::v_uint64x4)' being compiled (compiling source file G:\\\\opencv-4.8.0\\\\build_x86_AVX2\\\\modules\\\\core\\\\mathfuncs_core.avx2.cpp)\r\n7>split.avx2.cpp\r\n7>G:\\\\opencv-4.8.0\\\\modules\\\\core\\\\include\\\\opencv2/core/hal/intrin_avx.hpp(130,12): error C3861: '_mm256_extract_epi64': identifier not found (compiling source file G:\\\\opencv-4.8.0\\\\build_x86_AVX2\\\\modules\\\\core\\\\count_non_zero.avx2.cpp)\r\n7>G:\\\\opencv-4.8.0\\\\modules\\\\core\\\\include\\\\opencv2/core/hal/intrin_avx.hpp(2312): message : see reference to function template instantiation 'int64 cv::hal_AVX2::_v256_extract_epi64<3>(const __m256i &)' being compiled (compiling source file G:\\\\opencv-4.8.0\\\\build_x86_AVX2\\\\modules\\\\core\\\\count_non_zero.avx2.cpp)\r\n7>G:\\\\opencv-4.8.0\\\\modules\\\\core\\\\include\\\\opencv2/core/hal/intrin.hpp(1016): message : see reference to function template instantiation 'uint64 cv::hal_AVX2::v_extract_n<3>(cv::hal_AVX2::v_uint64x4)' being compiled (compiling source file G:\\\\opencv-4.8.0\\\\build_x86_AVX2\\\\modules\\\\core\\\\count_non_zero.avx2.cpp)\r\n7>sum.avx2.cpp\r\n7>G:\\\\opencv-4.8.0\\\\modules\\\\core\\\\include\\\\opencv2/core/hal/intrin_avx.hpp(130,12): error C3861: '_mm256_extract_epi64': identifier not found (compiling source file G:\\\\opencv-4.8.0\\\\build_x86_AVX2\\\\modules\\\\core\\\\matmul.avx2.cpp)\r\n7>G:\\\\opencv-4.8.0\\\\modules\\\\core\\\\include\\\\opencv2/core/hal/intrin_avx.hpp(2312): message : see reference to function template instantiation 'int64 cv::hal_AVX2::_v256_extract_epi64<3>(const __m256i &)' being compiled (compiling source file G:\\\\opencv-4.8.0\\\\build_x86_AVX2\\\\modules\\\\core\\\\matmul.avx2.cpp)\r\n7>G:\\\\opencv-4.8.0\\\\modules\\\\core\\\\include\\\\opencv2/core/hal/intrin.hpp(1016): message : see reference to function template instantiation 'uint64 cv::hal_AVX2::v_extract_n<3>(cv::hal_AVX2::v_uint64x4)' being compiled (compiling source file G:\\\\opencv-4.8.0\\\\build_x86_AVX2\\\\modules\\\\core\\\\matmul.avx2.cpp)\r\n7>G:\\\\opencv-4.8.0\\\\modules\\\\core\\\\include\\\\opencv2/core/hal/intrin_avx.hpp(130,12): error C3861: '_mm256_extract_epi64': identifier not found (compiling source file G:\\\\opencv-4.8.0\\\\build_x86_AVX2\\\\modules\\\\core\\\\convert.avx2.cpp)\r\n7>G:\\\\opencv-4.8.0\\\\modules\\\\core\\\\include\\\\opencv2/core/hal/intrin_avx.hpp(2312): message : see reference to function template instantiation 'int64 cv::hal_AVX2::_v256_extract_epi64<3>(const __m256i &)' being compiled (compiling source file G:\\\\opencv-4.8.0\\\\build_x86_AVX2\\\\modules\\\\core\\\\convert.avx2.cpp)\r\n7>G:\\\\opencv-4.8.0\\\\modules\\\\core\\\\include\\\\opencv2/core/hal/intrin.hpp(1016): message : see reference to function template instantiation 'uint64 cv::hal_AVX2::v_extract_n<3>(cv::hal_AVX2::v_uint64x4)' being compiled (compiling source file G:\\\\opencv-4.8.0\\\\build_x86_AVX2\\\\modules\\\\core\\\\convert.avx2.cpp)\r\n7>G:\\\\opencv-4.8.0\\\\modules\\\\core\\\\include\\\\opencv2/core/hal/intrin_avx.hpp(130,12): error C3861: '_mm256_extract_epi64': identifier not found (compiling source file G:\\\\opencv-4.8.0\\\\build_x86_AVX2\\\\modules\\\\core\\\\convert_scale.avx2.cpp)\r\n7>G:\\\\opencv-4.8.0\\\\modules\\\\core\\\\include\\\\opencv2/core/hal/intrin_avx.hpp(2312): message : see reference to function template instantiation 'int64 cv::hal_AVX2::_v256_extract_epi64<3>(const __m256i &)' being compiled (compiling source file G:\\\\opencv-4.8.0\\\\build_x86_AVX2\\\\modules\\\\core\\\\convert_scale.avx2.cpp)\r\n7>G:\\\\opencv-4.8.0\\\\modules\\\\core\\\\include\\\\opencv2/core/hal/intrin.hpp(1016): message : see reference to function template instantiation 'uint64 cv::hal_AVX2::v_extract_n<3>(cv::hal_AVX2::v_uint64x4)' being compiled (compiling source file G:\\\\opencv-4.8.0\\\\build_x86_AVX2\\\\modules\\\\core\\\\convert_scale.avx2.cpp)\r\n7>G:\\\\opencv-4.8.0\\\\modules\\\\core\\\\include\\\\opencv2/core/hal/intrin_avx.hpp(130,12): error C3861: '_mm256_extract_epi64': identifier not found (compiling source file G:\\\\opencv-4.8.0\\\\build_x86_AVX2\\\\modules\\\\core\\\\has_non_zero.avx2.cpp)\r\n7>G:\\\\opencv-4.8.0\\\\modules\\\\core\\\\include\\\\opencv2/core/hal/intrin_avx.hpp(2312): message : see reference to function template instantiation 'int64 cv::hal_AVX2::_v256_extract_epi64<3>(const __m256i &)' being compiled (compiling source file G:\\\\opencv-4.8.0\\\\build_x86_AVX2\\\\modules\\\\core\\\\has_non_zero.avx2.cpp)\r\n7>G:\\\\opencv-4.8.0\\\\modules\\\\core\\\\include\\\\opencv2/core/hal/intrin.hpp(1016): message : see reference to function template instantiation 'uint64 cv::hal_AVX2::v_extract_n<3>(cv::hal_AVX2::v_uint64x4)' being compiled (compiling source file G:\\\\opencv-4.8.0\\\\build_x86_AVX2\\\\modules\\\\core\\\\has_non_zero.avx2.cpp)\r\n3>ittnotify.vcxproj -> G:\\\\opencv-4.8.0\\\\build_x86_AVX2\\\\3rdparty\\\\lib\\\\Release\\\\ittnotify.lib\r\n5>opencv_core_SSE4_2.vcxproj -> G:\\\\opencv-4.8.0\\\\build_x86_AVX2\\\\modules\\\\core\\\\opencv_core_SSE4_2.dir\\\\Release\\\\opencv_core_SSE4_2.lib\r\n2>ippiw.vcxproj -> G:\\\\opencv-4.8.0\\\\build_x86_AVX2\\\\3rdparty\\\\lib\\\\Release\\\\ippiw.lib\r\n8>zlib.vcxproj -> G:\\\\opencv-4.8.0\\\\build_x86_AVX2\\\\3rdparty\\\\lib\\\\Release\\\\zlib.lib\r\n6>opencv_core_AVX.vcxproj -> G:\\\\opencv-4.8.0\\\\build_x86_AVX2\\\\modules\\\\core\\\\opencv_core_AVX.dir\\\\Release\\\\opencv_core_AVX.lib\r\n4>opencv_core_SSE4_1.vcxproj -> G:\\\\opencv-4.8.0\\\\build_x86_AVX2\\\\modules\\\\core\\\\opencv_core_SSE4_1.dir\\\\Release\\\\opencv_core_SSE4_1.lib\r\n7>G:\\\\opencv-4.8.0\\\\modules\\\\core\\\\include\\\\opencv2/core/hal/intrin_avx.hpp(130,12): error C3861: '_mm256_extract_epi64': identifier not found (compiling source file G:\\\\opencv-4.8.0\\\\build_x86_AVX2\\\\modules\\\\core\\\\mean.avx2.cpp)\r\n7>G:\\\\opencv-4.8.0\\\\modules\\\\core\\\\include\\\\opencv2/core/hal/intrin_avx.hpp(2312): message : see reference to function template instantiation 'int64 cv::hal_AVX2::_v256_extract_epi64<3>(const __m256i &)' being compiled (compiling source file G:\\\\opencv-4.8.0\\\\build_x86_AVX2\\\\modules\\\\core\\\\mean.avx2.cpp)\r\n7>G:\\\\opencv-4.8.0\\\\modules\\\\core\\\\include\\\\opencv2/core/hal/intrin.hpp(1016): message : see reference to function template instantiation 'uint64 cv::hal_AVX2::v_extract_n<3>(cv::hal_AVX2::v_uint64x4)' being compiled (compiling source file G:\\\\opencv-4.8.0\\\\build_x86_AVX2\\\\modules\\\\core\\\\mean.avx2.cpp)\r\n7>G:\\\\opencv-4.8.0\\\\modules\\\\core\\\\include\\\\opencv2/core/hal/intrin_avx.hpp(130,12): error C3861: '_mm256_extract_epi64': identifier not found (compiling source file G:\\\\opencv-4.8.0\\\\build_x86_AVX2\\\\modules\\\\core\\\\merge.avx2.cpp)\r\n7>G:\\\\opencv-4.8.0\\\\modules\\\\core\\\\include\\\\opencv2/core/hal/intrin_avx.hpp(2312): message : see reference to function template instantiation 'int64 cv::hal_AVX2::_v256_extract_epi64<3>(const __m256i &)' being compiled (compiling source file G:\\\\opencv-4.8.0\\\\build_x86_AVX2\\\\modules\\\\core\\\\merge.avx2.cpp)\r\n7>G:\\\\opencv-4.8.0\\\\modules\\\\core\\\\include\\\\opencv2/core/hal/intrin.hpp(1016): message : see reference to function template instantiation 'uint64 cv::hal_AVX2::v_extract_n<3>(cv::hal_AVX2::v_uint64x4)' being compiled (compiling source file G:\\\\opencv-4.8.0\\\\build_x86_AVX2\\\\modules\\\\core\\\\merge.avx2.cpp)\r\n7>G:\\\\opencv-4.8.0\\\\modules\\\\core\\\\include\\\\opencv2/core/hal/intrin_avx.hpp(130,12): error C3861: '_mm256_extract_epi64': identifier not found (compiling source file G:\\\\opencv-4.8.0\\\\build_x86_AVX2\\\\modules\\\\core\\\\split.avx2.cpp)\r\n7>G:\\\\opencv-4.8.0\\\\modules\\\\core\\\\include\\\\opencv2/core/hal/intrin_avx.hpp(2312): message : see reference to function template instantiation 'int64 cv::hal_AVX2::_v256_extract_epi64<3>(const __m256i &)' being compiled (compiling source file G:\\\\opencv-4.8.0\\\\build_x86_AVX2\\\\modules\\\\core\\\\split.avx2.cpp)\r\n7>G:\\\\opencv-4.8.0\\\\modules\\\\core\\\\include\\\\opencv2/core/hal/intrin.hpp(1016): message : see reference to function template instantiation 'uint64 cv::hal_AVX2::v_extract_n<3>(cv::hal_AVX2::v_uint64x4)' being compiled (compiling source file G:\\\\opencv-4.8.0\\\\build_x86_AVX2\\\\modules\\\\core\\\\split.avx2.cpp)\r\n7>G:\\\\opencv-4.8.0\\\\modules\\\\core\\\\include\\\\opencv2/core/hal/intrin_avx.hpp(130,12): error C3861: '_mm256_extract_epi64': identifier not found (compiling source file G:\\\\opencv-4.8.0\\\\build_x86_AVX2\\\\modules\\\\core\\\\sum.avx2.cpp)\r\n7>G:\\\\opencv-4.8.0\\\\modules\\\\core\\\\include\\\\opencv2/core/hal/intrin_avx.hpp(2312): message : see reference to function template instantiation 'int64 cv::hal_AVX2::_v256_extract_epi64<3>(const __m256i &)' being compiled (compiling source file G:\\\\opencv-4.8.0\\\\build_x86_AVX2\\\\modules\\\\core\\\\sum.avx2.cpp)\r\n7>G:\\\\opencv-4.8.0\\\\modules\\\\core\\\\include\\\\opencv2/core/hal/intrin.hpp(1016): message : see reference to function template instantiation 'uint64 cv::hal_AVX2::v_extract_n<3>(cv::hal_AVX2::v_uint64x4)' being compiled (compiling source file G:\\\\opencv-4.8.0\\\\build_x86_AVX2\\\\modules\\\\core\\\\sum.avx2.cpp)\r\n7>Done building project \"opencv_core_AVX2.vcxproj\" -- FAILED.\r\n9>------ Build started: Project: opencv_core, Configuration: Release Win32 ------\r\n9>Processing OpenCL kernels (core)\r\n9>-- G:/opencv-4.8.0/build_x86_AVX2/modules/core/opencl_kernels_core.hpp contains the same content\r\n9>Building Custom Rule G:/opencv-4.8.0/modules/core/CMakeLists.txt\r\n9>cmake_pch.cxx\r\n9>algorithm.cpp\r\n9>arithm.cpp\r\n9>arithm.dispatch.cpp\r\n9>array.cpp\r\n9>async.cpp\r\n9>batch_distance.cpp\r\n9>bindings_utils.cpp\r\n9>buffer_area.cpp\r\n9>channels.cpp\r\n9>check.cpp\r\n9>command_line_parser.cpp\r\n9>conjugate_gradient.cpp\r\n9>convert.dispatch.cpp\r\n9>convert_c.cpp\r\n9>convert_scale.dispatch.cpp\r\n9>copy.cpp\r\n9>count_non_zero.dispatch.cpp\r\n9>cuda_gpu_mat.cpp\r\n9>cuda_gpu_mat_nd.cpp\r\n9>cuda_host_mem.cpp\r\n9>cuda_info.cpp\r\n9>cuda_stream.cpp\r\n9>datastructs.cpp\r\n9>directx.cpp\r\n9>downhill_simplex.cpp\r\n9>dxt.cpp\r\n9>gl_core_3_1.cpp\r\n9>glob.cpp\r\n9>hal_internal.cpp\r\n9>has_non_zero.dispatch.cpp\r\n9>kmeans.cpp\r\n9>lapack.cpp\r\n9>lda.cpp\r\n9>logger.cpp\r\n9>lpsolver.cpp\r\n9>lut.cpp\r\n9>mathfuncs.cpp\r\n9>mathfuncs_core.dispatch.cpp\r\n9>matmul.dispatch.cpp\r\n9>matrix.cpp\r\n9>matrix_c.cpp\r\n9>matrix_decomp.cpp\r\n9>matrix_expressions.cpp\r\n9>matrix_iterator.cpp\r\n9>matrix_operations.cpp\r\n9>matrix_sparse.cpp\r\n9>matrix_transform.cpp\r\n9>matrix_wrap.cpp\r\n9>mean.dispatch.cpp\r\n9>merge.dispatch.cpp\r\n9>minmax.cpp\r\n9>norm.cpp\r\n9>ocl.cpp\r\n9>opencl_clblas.cpp\r\n9>opencl_clfft.cpp\r\n9>opencl_core.cpp\r\n9>opengl.cpp\r\n9>out.cpp\r\n9>ovx.cpp\r\n9>parallel_openmp.cpp\r\n9>parallel_tbb.cpp\r\n9>parallel_impl.cpp\r\n9>pca.cpp\r\n9>persistence.cpp\r\n9>persistence_base64_encoding.cpp\r\n9>persistence_json.cpp\r\n9>persistence_types.cpp\r\n9>persistence_xml.cpp\r\n9>persistence_yml.cpp\r\n9>rand.cpp\r\n9>softfloat.cpp\r\n9>split.dispatch.cpp\r\n9>stat.dispatch.cpp\r\n9>stat_c.cpp\r\n9>stl.cpp\r\n9>sum.dispatch.cpp\r\n9>system.cpp\r\n9>tables.cpp\r\n9>trace.cpp\r\n9>types.cpp\r\n9>umatrix.cpp\r\n9>datafile.cpp\r\n9>filesystem.cpp\r\n9>logtagconfigparser.cpp\r\n9>logtagmanager.cpp\r\n9>samples.cpp\r\n9>va_intel.cpp\r\n9>opencl_kernels_core.cpp\r\n9>alloc.cpp\r\n9>parallel.cpp\r\n9>parallel.cpp\r\n9>LINK : fatal error LNK1181: cannot open input file 'G:\\\\opencv-4.8.0\\\\build_x86_AVX2\\\\modules\\\\core\\\\opencv_core_AVX2.dir\\\\Release\\\\mathfuncs_core.avx2.obj'\r\n9>Done building project \"opencv_core.vcxproj\" -- FAILED.\r\n========== Build: 7 succeeded, 2 failed, 0 up-to-date, 0 skipped ==========\r\n\n\n### Steps to reproduce\n\n1. Set Cmake configuration to Visual Studio 2019 x86\r\n2. Set this flags\r\nCPU_BASELINE = SSE3;\r\nCPU_DISPATCH = SSE4_1;SSE4_2;AVX;FP16;AVX2\r\nBUILD_SHARED_LIBS=OFF\r\n3. Build Visual Studio 2019 solution\r\n4. Open solution and build opencv_core module\r\n[CMakeCache.txt](https://github.com/opencv/opencv/files/11957266/CMakeCache.txt)\r\n\n\n### Issue submission checklist\n\n- [X] I report the issue, it's not a question\n- [X] I checked the problem with documentation, FAQ, open issues, forum.opencv.org, Stack Overflow, etc and have not found any solution\n- [X] I updated to the latest OpenCV version and the issue is still there\n- [X] There is reproducer code and related data files (videos, images, onnx, etc)"
- text: "dnn onnx: invalid shape dimension and wrong results in test case Test_ONNX_layers.OpenAI_CLIP_head ### System Information\n\nlatest opencv and lastest onnxruntime\n\n### Detailed description\n\nRelated PR: https://github.com/opencv/opencv/pull/23419 and https://github.com/opencv/opencv_extra/pull/1049.\r\n\r\nIn the above PR, several fixes are indtroduced for the clip head. Those fixes are fine, but the manually generated onnx model named \"clip-vit-base-head.onnx\" is invalid and **cannot be run by onnxruntime**:\r\n\r\n1. In the Expand operator, `shape` input should be of type `int64` instead of `int32`. Please use `onnx.checker.check_model(model)` (it checks operator definitions and so on) before saving a manually generated onnx model.\r\n2. Having that fixed, onnxruntime still complains invalid shape in the Expand operator. Changing the shape value from [1, 1, -1] to [1, 1, 1] fixes the problem. Please run the manually generated onnx model with onnxruntime to check whether it is all valid.\r\n\r\ncc @dkurt \n\n### Steps to reproduce\n\nInstall onnxruntime, then\r\n\r\n```\r\nimport numpy as np\r\nfrom onnxruntime import InferenceSession\r\n\r\n\r\nnet = InferenceSession(\"./clip-vit-base-head.onnx\")\r\nout = net.run([], {\"input\": np.random.randn(1, 1, 3).astype(np.float32)})\r\nprint(out[0].shape)\r\n```\n\n### Issue submission checklist\n\n- [X] I report the issue, it's not a question\n- [X] I checked the problem with documentation, FAQ, open issues, forum.opencv.org, Stack Overflow, etc and have not found any solution\n- [X] I updated to the latest OpenCV version and the issue is still there\n- [X] There is reproducer code and related data files (videos, images, onnx, etc)"
- text: "OpenCV build - cmake don't recognize GTK2 or GTK3 ##### System information (version)\r\n\r\n- OpenCV => 4.7.0\r\n- Operating System / Platform => Ubuntu 20.04\r\n- Compiler => g++ (Ubuntu 9.4.0-1ubuntu1~20.04.1) 9.4.0\r\n- C++ Standard: 11\r\n\r\n##### Detailed description\r\n\r\nI am trying to create OpenCV with the GTK GUI. I have `GTK2` and `GTK3` installed on the system, but neither version is recognised by cmake. \r\n\r\n![image](https://user-images.githubusercontent.com/62354721/230026534-66053f4e-67d3-45cd-93c2-4902365400c7.png)\r\n![image](https://user-images.githubusercontent.com/62354721/230026727-07d64f8c-c453-4048-9d23-3608b1c94663.png)\r\n\r\n\r\nThe output after executing cmake remains \r\n**GUI: NONE** \r\n**GTK+:NO**\r\n\r\nI execute the cmake command as follows:\r\n\r\n`cmake -DPYTHON_DEFAULT_EXECUTABLE=$(which python3) -DWITH_GTK=ON ../opencv`\r\n\r\nor\r\n\r\n`cmake -DPYTHON_DEFAULT_EXECUTABLE=$(which python3) -DWITH_GTK=ON -DWITH_GTK_2_X=ON ../opencv`\r\n\r\n##### Steps to reproduce\r\n\r\ngit clone https://github.com/opencv/opencv.git\r\nmkdir -p build && cd build\r\ncmake ../opencv (default, custom look above)\r\n\r\nThank you for your help\r\n"
- text: "How to confirm the version of the OpenCV 3rdParty libs <!--\r\nIf you have a question rather than reporting a bug please go to https://forum.opencv.org where you get much faster responses.\r\nIf you need further assistance please read [How To Contribute](https://github.com/opencv/opencv/wiki/How_to_contribute).\r\n\r\nThis is a template helping you to create an issue which can be processed as quickly as possible. This is the bug reporting section for the OpenCV library.\r\n-->\r\n\r\n##### System information (version)\r\n- OpenCV = 4.5.2\r\n- Operating System / Platform => Linux\r\n- Compiler => gcc version 4.8.5\r\n\r\n\r\n##### Detailed description\r\nI need to obtain each software version in the 3rdparty directory in the source code of OpenCV 4.5.2 to analyze whether OpenCV 4.5.2 has dependency vulnerabilities.But the third-party software version is not found in the code repository or in the document.For example, the versions of open-source software such as carotene, cpufeatures, ippicv, and ittnotify cannot be confirmed.\r\n![image](https://user-images.githubusercontent.com/98326538/150894923-7303e9a0-ddc4-4b8e-be37-77a0ff583cf1.png)\r\n\r\n\r\n\r\n##### Steps to reproduce\r\n\r\n\r\n##### Issue submission checklist\r\n\r\n - [x] I report the issue, it's not a question\r\n <!--\r\n OpenCV team works with forum.opencv.org, Stack Overflow and other communities\r\n to discuss problems. Tickets with questions without a real issue statement will be\r\n closed.\r\n -->\r\n - [x] I checked the problem with documentation, FAQ, open issues,\r\n forum.opencv.org, Stack Overflow, etc and have not found any solution\r\n <!--\r\n Places to check:\r\n * OpenCV documentation: https://docs.opencv.org\r\n * FAQ page: https://github.com/opencv/opencv/wiki/FAQ\r\n * OpenCV forum: https://forum.opencv.org\r\n * OpenCV issue tracker: https://github.com/opencv/opencv/issues?q=is%3Aissue\r\n * Stack Overflow branch: https://stackoverflow.com/questions/tagged/opencv\r\n -->\r\n - [x] I updated to the latest OpenCV version and the issue is still there\r\n <!--\r\n master branch for OpenCV 4.x and 3.4 branch for OpenCV 3.x releases.\r\n OpenCV team supports only the latest release for each branch.\r\n The ticket is closed if the problem is not reproduced with the modern version.\r\n -->\r\n - [ ] There is reproducer code and related data files: videos, images, onnx, etc\r\n <!--\r\n The best reproducer -- test case for OpenCV that we can add to the library.\r\n Recommendations for media files and binary files:\r\n * Try to reproduce the issue with images and videos in opencv_extra repository\r\n to reduce attachment size\r\n * Use PNG for images, if you report some CV related bug, but not image reader\r\n issue\r\n * Attach the image as an archive to the ticket, if you report some reader issue.\r\n Image hosting services compress images and it breaks the repro code.\r\n * Provide ONNX file for some public model or ONNX file with random weights,\r\n if you report ONNX parsing or handling issue. Architecture details diagram\r\n from netron tool can be very useful too. See https://lutzroeder.github.io/netron/\r\n -->\r\n"
inference: true
SetFit with sentence-transformers/all-mpnet-base-v2
This is a SetFit model that can be used for Text Classification. This SetFit model uses sentence-transformers/all-mpnet-base-v2 as the Sentence Transformer embedding model. A LogisticRegression instance is used for classification.
The model has been trained using an efficient few-shot learning technique that involves:
- Fine-tuning a Sentence Transformer with contrastive learning.
- Training a classification head with features from the fine-tuned Sentence Transformer.
Model Details
Model Description
- Model Type: SetFit
- Sentence Transformer body: sentence-transformers/all-mpnet-base-v2
- Classification head: a LogisticRegression instance
- Maximum Sequence Length: 384 tokens
- Number of Classes: 3 classes
Model Sources
- Repository: SetFit on GitHub
- Paper: Efficient Few-Shot Learning Without Prompts
- Blogpost: SetFit: Efficient Few-Shot Learning Without Prompts
Model Labels
Label | Examples |
---|---|
feature |
|
bug |
|
question |
|
Uses
Direct Use for Inference
First install the SetFit library:
pip install setfit
Then you can load this model and run inference.
from setfit import SetFitModel
# Download from the 🤗 Hub
model = SetFitModel.from_pretrained("setfit_model_id")
# Run inference
preds = model("OpenCV build - cmake don't recognize GTK2 or GTK3 ##### System information (version)
- OpenCV => 4.7.0
- Operating System / Platform => Ubuntu 20.04
- Compiler => g++ (Ubuntu 9.4.0-1ubuntu1~20.04.1) 9.4.0
- C++ Standard: 11
##### Detailed description
I am trying to create OpenCV with the GTK GUI. I have `GTK2` and `GTK3` installed on the system, but neither version is recognised by cmake.
![image](https://user-images.githubusercontent.com/62354721/230026534-66053f4e-67d3-45cd-93c2-4902365400c7.png)
![image](https://user-images.githubusercontent.com/62354721/230026727-07d64f8c-c453-4048-9d23-3608b1c94663.png)
The output after executing cmake remains
**GUI: NONE**
**GTK+:NO**
I execute the cmake command as follows:
`cmake -DPYTHON_DEFAULT_EXECUTABLE=$(which python3) -DWITH_GTK=ON ../opencv`
or
`cmake -DPYTHON_DEFAULT_EXECUTABLE=$(which python3) -DWITH_GTK=ON -DWITH_GTK_2_X=ON ../opencv`
##### Steps to reproduce
git clone https://github.com/opencv/opencv.git
mkdir -p build && cd build
cmake ../opencv (default, custom look above)
Thank you for your help
")
Training Details
Training Set Metrics
Training set | Min | Median | Max |
---|---|---|---|
Word count | 2 | 393.0933 | 13648 |
Label | Training Sample Count |
---|---|
bug | 200 |
feature | 200 |
question | 200 |
Training Hyperparameters
- batch_size: (16, 2)
- num_epochs: (1, 1)
- max_steps: -1
- sampling_strategy: oversampling
- num_iterations: 20
- body_learning_rate: (2e-05, 1e-05)
- head_learning_rate: 0.01
- loss: CosineSimilarityLoss
- distance_metric: cosine_distance
- margin: 0.25
- end_to_end: False
- use_amp: False
- warmup_proportion: 0.1
- seed: 42
- eval_max_steps: -1
- load_best_model_at_end: False
Training Results
Epoch | Step | Training Loss | Validation Loss |
---|---|---|---|
0.0007 | 1 | 0.2963 | - |
0.0067 | 10 | 0.2694 | - |
0.0133 | 20 | 0.2443 | - |
0.02 | 30 | 0.2872 | - |
0.0267 | 40 | 0.2828 | - |
0.0333 | 50 | 0.2279 | - |
0.04 | 60 | 0.1852 | - |
0.0467 | 70 | 0.1983 | - |
0.0533 | 80 | 0.224 | - |
0.06 | 90 | 0.2315 | - |
0.0667 | 100 | 0.2698 | - |
0.0733 | 110 | 0.1178 | - |
0.08 | 120 | 0.1216 | - |
0.0867 | 130 | 0.1065 | - |
0.0933 | 140 | 0.1519 | - |
0.1 | 150 | 0.073 | - |
0.1067 | 160 | 0.0858 | - |
0.1133 | 170 | 0.1697 | - |
0.12 | 180 | 0.1062 | - |
0.1267 | 190 | 0.0546 | - |
0.1333 | 200 | 0.139 | - |
0.14 | 210 | 0.0513 | - |
0.1467 | 220 | 0.1168 | - |
0.1533 | 230 | 0.0455 | - |
0.16 | 240 | 0.0521 | - |
0.1667 | 250 | 0.0307 | - |
0.1733 | 260 | 0.0618 | - |
0.18 | 270 | 0.0964 | - |
0.1867 | 280 | 0.0707 | - |
0.1933 | 290 | 0.0524 | - |
0.2 | 300 | 0.0358 | - |
0.2067 | 310 | 0.0238 | - |
0.2133 | 320 | 0.0759 | - |
0.22 | 330 | 0.0197 | - |
0.2267 | 340 | 0.0053 | - |
0.2333 | 350 | 0.0035 | - |
0.24 | 360 | 0.0036 | - |
0.2467 | 370 | 0.0079 | - |
0.2533 | 380 | 0.0033 | - |
0.26 | 390 | 0.0021 | - |
0.2667 | 400 | 0.0026 | - |
0.2733 | 410 | 0.0018 | - |
0.28 | 420 | 0.0014 | - |
0.2867 | 430 | 0.0019 | - |
0.2933 | 440 | 0.0027 | - |
0.3 | 450 | 0.0016 | - |
0.3067 | 460 | 0.0027 | - |
0.3133 | 470 | 0.0095 | - |
0.32 | 480 | 0.0005 | - |
0.3267 | 490 | 0.0006 | - |
0.3333 | 500 | 0.0006 | - |
0.34 | 510 | 0.0634 | - |
0.3467 | 520 | 0.0025 | - |
0.3533 | 530 | 0.0013 | - |
0.36 | 540 | 0.0007 | - |
0.3667 | 550 | 0.0007 | - |
0.3733 | 560 | 0.0003 | - |
0.38 | 570 | 0.0006 | - |
0.3867 | 580 | 0.0007 | - |
0.3933 | 590 | 0.0004 | - |
0.4 | 600 | 0.0006 | - |
0.4067 | 610 | 0.0007 | - |
0.4133 | 620 | 0.0005 | - |
0.42 | 630 | 0.0004 | - |
0.4267 | 640 | 0.0005 | - |
0.4333 | 650 | 0.0013 | - |
0.44 | 660 | 0.0005 | - |
0.4467 | 670 | 0.0007 | - |
0.4533 | 680 | 0.0008 | - |
0.46 | 690 | 0.0018 | - |
0.4667 | 700 | 0.0007 | - |
0.4733 | 710 | 0.0008 | - |
0.48 | 720 | 0.0007 | - |
0.4867 | 730 | 0.0007 | - |
0.4933 | 740 | 0.0002 | - |
0.5 | 750 | 0.0002 | - |
0.5067 | 760 | 0.0002 | - |
0.5133 | 770 | 0.0007 | - |
0.52 | 780 | 0.0004 | - |
0.5267 | 790 | 0.0003 | - |
0.5333 | 800 | 0.0007 | - |
0.54 | 810 | 0.0004 | - |
0.5467 | 820 | 0.0003 | - |
0.5533 | 830 | 0.0002 | - |
0.56 | 840 | 0.001 | - |
0.5667 | 850 | 0.008 | - |
0.5733 | 860 | 0.0003 | - |
0.58 | 870 | 0.0002 | - |
0.5867 | 880 | 0.0011 | - |
0.5933 | 890 | 0.0005 | - |
0.6 | 900 | 0.0004 | - |
0.6067 | 910 | 0.0003 | - |
0.6133 | 920 | 0.0002 | - |
0.62 | 930 | 0.0002 | - |
0.6267 | 940 | 0.0002 | - |
0.6333 | 950 | 0.0001 | - |
0.64 | 960 | 0.0002 | - |
0.6467 | 970 | 0.0003 | - |
0.6533 | 980 | 0.0002 | - |
0.66 | 990 | 0.0005 | - |
0.6667 | 1000 | 0.0003 | - |
0.6733 | 1010 | 0.0002 | - |
0.68 | 1020 | 0.0003 | - |
0.6867 | 1030 | 0.0008 | - |
0.6933 | 1040 | 0.0003 | - |
0.7 | 1050 | 0.0005 | - |
0.7067 | 1060 | 0.0012 | - |
0.7133 | 1070 | 0.0001 | - |
0.72 | 1080 | 0.0003 | - |
0.7267 | 1090 | 0.0002 | - |
0.7333 | 1100 | 0.0001 | - |
0.74 | 1110 | 0.0003 | - |
0.7467 | 1120 | 0.0002 | - |
0.7533 | 1130 | 0.0003 | - |
0.76 | 1140 | 0.0596 | - |
0.7667 | 1150 | 0.0012 | - |
0.7733 | 1160 | 0.0004 | - |
0.78 | 1170 | 0.0003 | - |
0.7867 | 1180 | 0.0003 | - |
0.7933 | 1190 | 0.0002 | - |
0.8 | 1200 | 0.0015 | - |
0.8067 | 1210 | 0.0002 | - |
0.8133 | 1220 | 0.0001 | - |
0.82 | 1230 | 0.0002 | - |
0.8267 | 1240 | 0.0002 | - |
0.8333 | 1250 | 0.0002 | - |
0.84 | 1260 | 0.0002 | - |
0.8467 | 1270 | 0.0003 | - |
0.8533 | 1280 | 0.0001 | - |
0.86 | 1290 | 0.0001 | - |
0.8667 | 1300 | 0.0002 | - |
0.8733 | 1310 | 0.0004 | - |
0.88 | 1320 | 0.0004 | - |
0.8867 | 1330 | 0.0004 | - |
0.8933 | 1340 | 0.0001 | - |
0.9 | 1350 | 0.0002 | - |
0.9067 | 1360 | 0.055 | - |
0.9133 | 1370 | 0.0002 | - |
0.92 | 1380 | 0.0004 | - |
0.9267 | 1390 | 0.0001 | - |
0.9333 | 1400 | 0.0002 | - |
0.94 | 1410 | 0.0002 | - |
0.9467 | 1420 | 0.0004 | - |
0.9533 | 1430 | 0.0009 | - |
0.96 | 1440 | 0.0003 | - |
0.9667 | 1450 | 0.0427 | - |
0.9733 | 1460 | 0.0004 | - |
0.98 | 1470 | 0.0001 | - |
0.9867 | 1480 | 0.0002 | - |
0.9933 | 1490 | 0.0002 | - |
1.0 | 1500 | 0.0002 | - |
Framework Versions
- Python: 3.10.12
- SetFit: 1.0.3
- Sentence Transformers: 3.0.1
- Transformers: 4.39.0
- PyTorch: 2.3.0+cu121
- Datasets: 2.20.0
- Tokenizers: 0.15.2
Citation
BibTeX
@article{https://doi.org/10.48550/arxiv.2209.11055,
doi = {10.48550/ARXIV.2209.11055},
url = {https://arxiv.org/abs/2209.11055},
author = {Tunstall, Lewis and Reimers, Nils and Jo, Unso Eun Seo and Bates, Luke and Korat, Daniel and Wasserblat, Moshe and Pereg, Oren},
keywords = {Computation and Language (cs.CL), FOS: Computer and information sciences, FOS: Computer and information sciences},
title = {Efficient Few-Shot Learning Without Prompts},
publisher = {arXiv},
year = {2022},
copyright = {Creative Commons Attribution 4.0 International}
}