C#: Add CreateFromMemory to FixedBufferOnnxValue to allow bind user buffers and pass custom binary compatible types #5886
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that reside in managed memory.
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hariharans29
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hariharans29
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* Update onnx (#5720) * update onnx * update docker image for testing (cherry picked from commit 705d093) * cherry pick PR 5720 * C#: Add CreateFromMemory to FixedBufferOnnxValue to allow bind user buffers and pass custom binary compatible types (#5886) Add CreateFromMemory to FixedBufferOnnxValue so users can bind their own custom binary compatible buffers to feed/fetch data. (cherry picked from commit c2d6100) * [Java] Initial Apple Silicon support (#5891) * Rearranging checks in onnxruntime_mlas.cmake to pickup Apple Silicon. On an M1 Macbook Pro clang reports: $ clang -dumpmachine arm64-apple-darwin20.1.0 So the regex check needs to look for "arm64" first, as otherwise it matches 32-bit ARM and you get NEON compilation failures. * Adding Java side library loading support for Apple Silicon (and other aarch64 architectures). * Adding Qgemm fix from @tracysh * Fixes the java packaging on Windows. * Missed a check in the java platform detector. (cherry picked from commit 8b83c51) * Add OpenVINO EP shared lib to Py Wheel (#5920) * Add OpenVINO EP shared lib to Py Wheel Include the libonnxruntime_providers_openvino.so/.dll to the wheel * Follow libs.extend pattern as other EPs (cherry picked from commit 4092686) * Make NNAPI EP reject nodes with no-shape inputs (#5927) (cherry picked from commit 8736865) * Sahar/fix documentation shared lib (#5926) * Update OpenVINO-ExecutionProvider.Md update openvino-executionprovider.md for shared library * Update Build.md updated --build_shared_lib flag for building openvino shared provider lib * Update Dockerfile.openvino building for shared library with the new changes for openvino shared lib * Revert "Update Build.md" This reverts commit c9cf5fe. * Revert "Update Dockerfile.openvino " This reverts commit e1624e4. * Update OpenVINO-ExecutionProvider.md fix documentation to the shared library Co-authored-by: sfatimar <sahar.fatima@intel/com> (cherry picked from commit 8168c91) * Update dockerfiles (#5929) 1. Remove conda from the images. Because conda contains a file named /opt/miniconda/lib/libcrypto.so.1.0.0 which can't pass our security scan. Also, it will be easier for us to manage the third party usage registrations. 2. Remove openssh from the images. Because the official openssh package provided by Ubuntu can't pass our security scan. 3. Reduce the image size to 1/3 by using stages. Also, because it contains less packages, it will be less often needed to update. 4. Put the LICENSE-IMAGE.txt file in right place. It is missed in current images. You can see it was added to a temp folder "/code" but it got deleted afterwards. 5. Update the CPU docker image's base image to Ubuntu 18.04. The GPU one is already 18.04. It's better to keep them the same. 6. Remove the build arg ONNXRUNTIME_REPO/ONNXRUNTIME_BRANCH. Instead, the new one always uses the local source. I feel it can reduce confusion. (cherry picked from commit 1dbabb2) * Add Longformer Attention Cuda Op(#5932) Limitation: Global tokens must be at the beginning of sequence. (cherry picked from commit 31a6be3) * Bug fix for MaskRCNN and FasterRCNN (#5935) Signed-off-by: MaajidKhan <[email protected]> (cherry picked from commit e39e82b) * Fix publishing pipelines. (#5942) Fix publishing pipelines. (cherry picked from commit c4b55d2) * Fix Python Linux GPU package name (#5943) Fix Python Linux GPU package name. I accidentally added "noopenmp" to it. (cherry picked from commit 5fdd9f0) * Update BUILD.md with shared provider information (#5944) * Update build instructions to include information about shared providers (cherry picked from commit 27513d1) * [OpenVINO]Fix memory leak in `IsDebugEnabled()` under Windows (#5948) * w * w Co-authored-by: modav <[email protected]> (cherry picked from commit e207589) * Add support for Python 3.8+ on Windows when CUDA is enabled (#5956) (cherry picked from commit 015fbb3) * Support the cross compiling for Apple Silicon (#5974) * support macos_arm64 cross compiling * update the build docs * update as commented. * Update BUILD.md (cherry picked from commit 2ec211e) * Update docker files to put 'unattended-upgrades' in a right place(#5983) (cherry picked from commit 3323fb6) * Enable the xcode build for Apple Silicon (arm64 MacOS) (#5924) * fix the build script for macos/xcode * add the version check * correct the osx-arch configuration * typo (cherry picked from commit 1852ade) * Add python 3.9 support (#5874) 1. Add python 3.9 support(except Linux ARM) 2. Add Windows GPU python 3.8 to our packaging pipeline. * Revert some pipeline changes in #5874 Co-authored-by: Ashwini Khade <[email protected]> Co-authored-by: Du Li <duli@OrtTrainingDev0.af05slrtruoetgaxwwjv5nsq5e.px.internal.cloudapp.net> Co-authored-by: Dmitri Smirnov <[email protected]> Co-authored-by: Adam Pocock <[email protected]> Co-authored-by: S. Manohar Karlapalem <[email protected]> Co-authored-by: Guoyu Wang <[email protected]> Co-authored-by: sfatimar <[email protected]> Co-authored-by: Changming Sun <[email protected]> Co-authored-by: Tianlei Wu <[email protected]> Co-authored-by: Maajid khan <[email protected]> Co-authored-by: Ryan Hill <[email protected]> Co-authored-by: Moshe David <[email protected]> Co-authored-by: Ivan Stojiljkovic <[email protected]> Co-authored-by: Wenbing Li <[email protected]>
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Description:
Allow users to bind memory containing input data and output buffers directly to ortValues wo creating DenseTensors.
This will also allow use of custom types that are binary compatible for use with float16/bfloat16.