mirror of
https://github.com/opencv/opencv.git
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613c12e590
CUDA backend for the DNN module * stub cuda4dnn design * minor fixes for tests and doxygen * add csl public api directory to module headers * add low-level CSL components * add high-level CSL components * integrate csl::Tensor into backbone code * switch to CPU iff unsupported; otherwise, fail on error * add fully connected layer * add softmax layer * add activation layers * support arbitary rank TensorDescriptor * pass input wrappers to `initCUDA()` * add 1d/2d/3d-convolution * add pooling layer * reorganize and refactor code * fixes for gcc, clang and doxygen; remove cxx14/17 code * add blank_layer * add LRN layer * add rounding modes for pooling layer * split tensor.hpp into tensor.hpp and tensor_ops.hpp * add concat layer * add scale layer * add batch normalization layer * split math.cu into activations.cu and math.hpp * add eltwise layer * add flatten layer * add tensor transform api * add asymmetric padding support for convolution layer * add reshape layer * fix rebase issues * add permute layer * add padding support for concat layer * refactor and reorganize code * add normalize layer * optimize bias addition in scale layer * add prior box layer * fix and optimize normalize layer * add asymmetric padding support for pooling layer * add event API * improve pooling performance for some padding scenarios * avoid over-allocation of compute resources to kernels * improve prior box performance * enable layer fusion * add const layer * add resize layer * add slice layer * add padding layer * add deconvolution layer * fix channelwise ReLU initialization * add vector traits * add vectorized versions of relu, clipped_relu, power * add vectorized concat kernels * improve concat_with_offsets performance * vectorize scale and bias kernels * add support for multi-billion element tensors * vectorize prior box kernels * fix address alignment check * improve bias addition performance of conv/deconv/fc layers * restructure code for supporting multiple targets * add DNN_TARGET_CUDA_FP64 * add DNN_TARGET_FP16 * improve vectorization * add region layer * improve tensor API, add dynamic ranks 1. use ManagedPtr instead of a Tensor in backend wrapper 2. add new methods to tensor classes - size_range: computes the combined size of for a given axis range - tensor span/view can be constructed from a raw pointer and shape 3. the tensor classes can change their rank at runtime (previously rank was fixed at compile-time) 4. remove device code from tensor classes (as they are unused) 5. enforce strict conditions on tensor class APIs to improve debugging ability * fix parametric relu activation * add squeeze/unsqueeze tensor API * add reorg layer * optimize permute and enable 2d permute * enable 1d and 2d slice * add split layer * add shuffle channel layer * allow tensors of different ranks in reshape primitive * patch SliceOp to allow Crop Layer * allow extra shape inputs in reshape layer * use `std::move_backward` instead of `std::move` for insert in resizable_static_array * improve workspace management * add spatial LRN * add nms (cpu) to region layer * add max pooling with argmax ( and a fix to limits.hpp) * add max unpooling layer * rename DNN_TARGET_CUDA_FP32 to DNN_TARGET_CUDA * update supportBackend to be more rigorous * remove stray include from preventing non-cuda build * include op_cuda.hpp outside condition #if * refactoring, fixes and many optimizations * drop DNN_TARGET_CUDA_FP64 * fix gcc errors * increase max. tensor rank limit to six * add Interp layer * drop custom layers; use BackendNode * vectorize activation kernels * fixes for gcc * remove wrong assertion * fix broken assertion in unpooling primitive * fix build errors in non-CUDA build * completely remove workspace from public API * fix permute layer * enable accuracy and perf. tests for DNN_TARGET_CUDA * add asynchronous forward * vectorize eltwise ops * vectorize fill kernel * fixes for gcc * remove CSL headers from public API * remove csl header source group from cmake * update min. cudnn version in cmake * add numerically stable FP32 log1pexp * refactor code * add FP16 specialization to cudnn based tensor addition * vectorize scale1 and bias1 + minor refactoring * fix doxygen build * fix invalid alignment assertion * clear backend wrappers before allocateLayers * ignore memory lock failures * do not allocate internal blobs * integrate NVTX * add numerically stable half precision log1pexp * fix indentation, following coding style, improve docs * remove accidental modification of IE code * Revert "add asynchronous forward" This reverts commit 1154b9da9da07e9b52f8a81bdcea48cf31c56f70. * [cmake] throw error for unsupported CC versions * fix rebase issues * add more docs, refactor code, fix bugs * minor refactoring and fixes * resolve warnings/errors from clang * remove haveCUDA() checks from supportBackend() * remove NVTX integration * changes based on review comments * avoid exception when no CUDA device is present * add color code for CUDA in Net::dump |
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| .. | ||
| android | ||
| checks | ||
| FindCUDA | ||
| platforms | ||
| templates | ||
| cl2cpp.cmake | ||
| copy_files.cmake | ||
| FindCUDA.cmake | ||
| FindCUDNN.cmake | ||
| FindFlake8.cmake | ||
| FindOpenVX.cmake | ||
| FindPylint.cmake | ||
| FindVulkan.cmake | ||
| OpenCVCompilerDefenses.cmake | ||
| OpenCVCompilerOptimizations.cmake | ||
| OpenCVCompilerOptions.cmake | ||
| OpenCVCRTLinkage.cmake | ||
| OpenCVDetectApacheAnt.cmake | ||
| OpenCVDetectCUDA.cmake | ||
| OpenCVDetectCXXCompiler.cmake | ||
| OpenCVDetectDirectX.cmake | ||
| OpenCVDetectHalide.cmake | ||
| OpenCVDetectInferenceEngine.cmake | ||
| OpenCVDetectOpenCL.cmake | ||
| OpenCVDetectPython.cmake | ||
| OpenCVDetectTBB.cmake | ||
| OpenCVDetectTrace.cmake | ||
| OpenCVDetectVTK.cmake | ||
| OpenCVDetectVulkan.cmake | ||
| OpenCVDownload.cmake | ||
| OpenCVExtraTargets.cmake | ||
| OpenCVFindAtlas.cmake | ||
| OpenCVFindFrameworks.cmake | ||
| OpenCVFindIPP.cmake | ||
| OpenCVFindIPPIW.cmake | ||
| OpenCVFindLAPACK.cmake | ||
| OpenCVFindLATEX.cmake | ||
| OpenCVFindLibsGrfmt.cmake | ||
| OpenCVFindLibsGUI.cmake | ||
| OpenCVFindLibsPerf.cmake | ||
| OpenCVFindLibsVideo.cmake | ||
| OpenCVFindMKL.cmake | ||
| OpenCVFindOpenBLAS.cmake | ||
| OpenCVFindOpenEXR.cmake | ||
| OpenCVFindProtobuf.cmake | ||
| OpenCVFindVA_INTEL.cmake | ||
| OpenCVFindVA.cmake | ||
| OpenCVFindWebP.cmake | ||
| OpenCVFindXimea.cmake | ||
| OpenCVGenABI.cmake | ||
| OpenCVGenAndroidMK.cmake | ||
| OpenCVGenConfig.cmake | ||
| OpenCVGenHeaders.cmake | ||
| OpenCVGenInfoPlist.cmake | ||
| OpenCVGenPkgconfig.cmake | ||
| OpenCVGenSetupVars.cmake | ||
| OpenCVInstallLayout.cmake | ||
| OpenCVMinDepVersions.cmake | ||
| OpenCVModule.cmake | ||
| OpenCVPackaging.cmake | ||
| OpenCVPCHSupport.cmake | ||
| OpenCVPylint.cmake | ||
| OpenCVUtils.cmake | ||
| OpenCVVersion.cmake | ||