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9 commits
| Author | SHA1 | Message | Date | |
|---|---|---|---|---|
Raduan Al-Shedivat
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743a93faf3
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Fix broken link in server usage and remove absolute path from dockerfiles readme (#6926) | ||
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Nat Kershaw (MSFT)
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c170061998
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Removed BUILD.md from master as source now lives in gh-pages (#6709) | ||
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Thien Bui
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6ad70d7371
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[Doc] ONNX_Runtime_Server_Usage fix proto uri (#5345)
The predict proto should be `../server/protobuf/prediction_service.proto` instead of `../onnxruntime/server/protobuf/prediction_service.proto` |
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S. Manohar Karlapalem
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6d4f2f5bf9
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OpenVINO EP v2.0 (#3585)
* Added FP16 transformations
* Revert "Added CMAKE_BUILD_TYPE to make building dynamic"
This reverts commit d3e17af1af655cfdc4d2fec33f52055caa525e85.
* Added FP16 transformations for FP16 builds
* Backend logic cleanup
Cleans the backend(intel_graph.*) code in the following ways:-
1. Minimize global usage: Since all the IR graphs need to be
re-generated on every Infer, it is bad practice to rely on globals
for their saving and usage as there would be multiple readers and
writers to the same global variable leading to incorrect usages or
contentions. This change replaces globals with locals where possible.
This change also fixes an existing bug with due to
incorrect global usage.
2. Remove all unused functions.
3. Remove all unused headers and prepocessor directives.
* removed commented out code
* Disabled default optimization for Intel EP
Signed-off-by: suryasidd <surya.siddharth.pemmaraju@intel.com>
* Fix missed plugins.xml for python bindings
* Fixed the build after latest master changes
Signed-off-by: suryasidd <surya.siddharth.pemmaraju@intel.com>
* Disabled unsupported ops for accelerators
Signed-off-by: suryasidd <surya.siddharth.pemmaraju@intel.com>
* Added some more disabled ops
Signed-off-by: suryasidd <surya.siddharth.pemmaraju@intel.com>
* Added environment variable to enable debugging
Signed-off-by: suryasidd <surya.siddharth.pemmaraju@intel.com>
* Added more debug statements
Signed-off-by: suryasidd <surya.siddharth.pemmaraju@intel.com>
* Fixed unsupported ops list for GPU and VPU
Signed-off-by: suryasidd <surya.siddharth.pemmaraju@intel.com>
* Fixed unsqueeze unit tests
Signed-off-by: suryasidd <surya.siddharth.pemmaraju@intel.com>
* Added error message to the status
Signed-off-by: suryasidd <surya.siddharth.pemmaraju@intel.com>
* Overwrite Model proto with shape info from data
Overwrites the shape info of Model proto with the shape from
actual input data. Needed for inferring models with Dynamic
shapes.
* Removed print statement and disabled where op
Signed-off-by: suryasidd <surya.siddharth.pemmaraju@intel.com>
* Disabled Reshape with Empty initializer
* Added more debug statements for 1P
* Don't allow 1D inputs with symbol for dimension
* Disabled some 3rd phase ops
* Disabled split and added zero dimension check for OutputDefs
* Cleanup zero dimensionality check
* Added different data type check for inputs and initializers
* Added conditions for Mod, Cast and Pad
* Removed unused variable
* Disabled scan and added conditions for squeeze
* Added changes for fixing all C++ unit tests
* Implements Backend Manager class for caching
Backend Manager provides a layer of indirection between EP interface
and OV backend that provides caching services for models with
symbolic dims in input shapes.
* clean up commented blocks
* clang-formatting
* Read I/O type info from ModleProto
Read the tensor element type information from ModelProto object,
as FusedNode is no longer available.
* code cleanup
* clang-formatting
* Added print statement for jenkins
* Disabled some python tests
* Changed the path of convert fp32 to fp16 hpp
* Added conditions for BatchNorm in GetCapability
* Fixed failed tests
* Revert "Added conditions for BatchNorm in GetCapability"
This reverts commit c3c28c3b00d27892c42546b35dacdd807a48ee90.
* Added Intel to onnxruntime backends
* pick up vars set by OV package setupvars.sh
* Added conditions for Identity
* remove a few cout prints
* Added conditions for GPU_FP32 unit tests
* Revert "pick up vars set by OV package setupvars.sh"
This reverts commit 8199e029c03eae21a1a7ef6bfdc93d00e5d0198b.
* Commented out fatal message for protobuf
* Might need to be removed
* Add interface class for current backend
* moved common logic to base class
* simplified cpu backend
* Removed unused headers
* use vectors to save i/o tensors for windows compatibility
* move utils fxns to backend_utils namespace
* rename ov_backend to ibackend
* Factory pattern for backend creation
* rename CPU backend to Basic backend
* renamed to vad-M and added to factory list
* Added conditions for VPU
* Added print statements
* Changed the logic for checking for symbolic shapes
* Modified logic for zero dimension check
* Removed VPU single dimension condition
* Removed comments
* Modified logic in DimensionCheck method
* Remove legacy OpenVINO EP
Remove all the legacy code for OpenVINO EP. UEP code will take its
place going forward.
This change does NOT remove OVEP files in the following areas asa
they will be reused by UEP:-
1. Documentation: All .md files
2. Docker releated files
3. Python bindings
4. Java bindings
5. C# bindings
6. ORT Server
7. CI pipeline setup files
* Rename Intel EP to OpenVINO EP
* Added unique names to the subgraphs
* Removed subgraphs with only constant inputs
* Modified subgraph partitioning algorithm to remove const input subgraphs
* Apply suggestion to onnxruntime/core/providers/openvino/openvino_execution_provider.cc
* Tracking output names to fix the output order bug
* Changed output names to a unordered map
* Modified logic to check for symbolic input shapes
* Fixed a bug in Reshape check
* Added empty model path to Model constructor
* Made necessary changes to cmake to build from the binary package
* Changed INTEL_CVSDK_DIR to INTEL_OPENVINO_DIR
* Enable dyn device selection with C++ API
* Added Round operator to unsupported list
* Modified subgraph partition logic for MYRIAD
* Removed supported ops from the list
* Enable dyn dev selection in Py API's
* Add documentation for dynamic device selection
* Use MYRIAD || HDDL instead of VPU
* Removed temporary cast of Int64 to FP32
* Disabled unit Tests for CPU_FP32 and GPU_FP32
* Removed default "CPU" from unit tests to allow overriding
* Removed ops Concat, Squeeze, Unsqueeze from unsupported list
* Get the device id from info
* Removed overwriting device_id and precision
* Enabled ConvTranspose and EyeLike
* Reordered unsupported ops in alphabetical order
* Fixed syntax error
* Fixed syntax error
* Code clean-up: Handle exceptions, logs and formatting
Code formatted according to ORT coding guidelines.
* remove debug print from pybind code
* updated docs with ops and models
* formatting prints
* Added default values for c and j for openvino
* Overriding the values set for c and j to be 1
* BACKEND_OPENVINO should be empty if openvino is not in build
* Overriding c value with default for perftest
* fix VAD-M device string bug
* Add IE error details to exceptions
* Use IE specific device names in EP
* Add VAD-F (FPGA) device support
* Removed unecessary libraries from whl package
* Code changes for Windows compatibility
* Add VAD-F option to python API
* [revert before merge] cmake changes for RC
* Enable Windows build in CMake
* Unset macro OPTIONAL for windows builds
inference_engine.hpp's include chain defines a macro 'OPTIONAL'
which conflicts with onnx project's headers when using MSVC. So
would need to explictly unset it for MSVC.
* Use a single copy of plugin/IE::Core
Defined as a static member in Backend manager
* Remove restriction of single subgraphs for myriad
* Passed subgraph name to Backend to enhance log statements
* Disabled zero dimension conditions
* Disabled concat to remove zero dims
* Enabled building ngraph as part of ORT
* Removed serializing and added versioning
* Fix CPU_FP32 unit tests
* Removed unecessary condition
* add ngraph.so.0.0 to .whl
* Check for zero dimensions only for inputs and outputs
* Restrict loading only 10 subgraphs on myriad
* Build ngraph.dll within UEP. Doesn't link yet
* Rename Linux included libngraph.so to libovep_ngraph.so
Renames locally built libngraph.so containing ONNX importer to
libovep_ngraph.so in order to avoid linkage conflicts with
libngraph.so supplied by OpenVINO binary installer.
Applies only for Linux builds.
* use output_name cmake properties for lib name
* fix .so name format in lib_name.patch
* CMake code cleanup
* Rename WIN32 included ngraph.dll to ovep_ngraph.dll
To avoid conflict with ngraph.dll distributed by openvino.
* Added myriad config for networks without 4 dimensions
* Loading the 10 max clusters for inference on myriad
* Refactor code and add Batching support
Encapsulate subgraph settings into context structs.
Add batching support for completely supported models.
* Disabled some broken tests
* use input_indexes to avoid batch-checking initializers
* Avoid static initialization order error on WOS
* Added candy to broken tests
* InternalCI changes for 2020.2
* Updated DLDT instructions
* Unsaved changed in install_openvino.sh
* Changes after manual check
* Remove custom ngraph onnx_import build for WOS
ONNX Importer on WOS does not have protobuf issue.
* Remove FP32ToFP16 ngraph pass
This conversion is performed implicitly within IE.
* Surround debug logic by #ifndef NDEBUG
* remove invalid TODO comments
* removed references to ngrpah-ep
* clang-formatting
* remove commented code
* comment edits
* updating copyright year to that of first OpenVINO-EP release
* remove redundant log msg
* Modified operator and topology support
* Update build instructions
* doc formatting
* Fixed clip unit tests
* Revert "Remove FP32ToFP16 ngraph pass"
This reverts commit ec962ca5f315a5658ad980e740196f19de2639c1.
* Applying FP16 transformation only for GPU FP16
* Fixed GPU FP32 python tests
* automatically use full protobuf
* disable onnxrt server for now
* Disabled upsample
* update dockerfile instructions
* Removed MO paths and added ngraph path
* Remove OVEP from ORT Server docs
Will put it back in after validation
* Updated path to Ngraph lib
* Disabled Resize and some other python tests
* Removed unnecesary header files
* Use commit SHA to fetch ngraph repo
* Avoid un-needed file changes due to version update
* Fixed clip tests
* Fixed Pow, max and min onnx tests
* build.md doc typo
* Update cmake patch command for ngraph src
* remove dead cmake code for onnxruntime_USE_OPENVINO_BINARY
* use spaces instead of tab
* remove commented code
* Add info about protobuf version
* edit debug env var and enable for WIN32
* specify only version tag of 2020.2 for dockerbuilds
* remove unnecessary file changes
* Pass empty string as default argument to C# tests
* Use ${OPENVINO_VERSION} to name openvino install directory in CI builds
* Enabled unnecessarily disabled tests
* Fixed ngraph protobuf patch
* Fixed error in protobuf patch
* Revert "Use ${OPENVINO_VERSION} to name openvino install directory in CI builds"
This reverts commit 89e72adb8bf3b9712f5c81c5e13fe68c6c0df002.
* Remove unsetting OPTIONAL macro
This is no longer used in recent ONNX update onnx/onnx@da13be2,
so this unset workaround is no longer necessary.
* Use a null string default argument for C# API
* Set OpenVINO version yml files and pass to CI Docker builds
Git Tag info for DLDT as well as install directory are set
using this value.
This reverts commit 9fa9c20348ed72ae360a95c98e9b074d2f9fafc5.
* Documentation: recommendation and instructions for disabling ORT graph optimizations
* more doc updates
* Reduced the number of models according to CI time constraints
Co-authored-by: ynimmaga <yamini.nimmagadda@intel.com>
Co-authored-by: suryasidd <surya.siddharth.pemmaraju@intel.com>
Co-authored-by: Mikhail Treskin <mikhail.treskin@intel.com>
Co-authored-by: mbencer <mateusz.bencer@intel.com>
Co-authored-by: Aravind <aravindx.gunda@intel.com>
Co-authored-by: suryasidd <48925384+suryasidd@users.noreply.github.com>
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avidiyal
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95e8c3377e | onnxrt server documentation update (#2396) | ||
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Faith Xu
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a60283845b
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Update link format and example sections in readme (#1729)
* Fix broken link and minor wording updates * Update links to use relative paths * Update sample section organization * Fix a few more links * Update links to relative paths * Fix link urls * Update links to relative paths * Update link to perf test doc page * Update links to relative paths * Update to relative paths for links * Update link |
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Klein Hu
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950b863e22 | Update ONNX Runtime Server documents for build and usage. (#1444) | ||
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Hariharan Seshadri
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2714576d0a | Update ONNX Runtime server doc to reference Jupyter notebook (#1340) | ||
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tmccrmck
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1978b3c953 |
Add an HTTP server for hosting of ONNX models (#806)
* Simple integration into CMake build system * Adds vcpkg as a submodule and updates build.py to install hosting dependencies * Don't create vcpkg executable if already created * Fixes how CMake finds toolchain file and quick changes to build.py * Removes setting the CMAKE_TOOLCHAIN_FILE in build.py * Adds Boost Beast echo server and Boost program_options * Fixes spacing problem with program_options * Adds Microsoft headers to all the beast server headers * Removes CXX 14 from CMake file * Adds TODO to create configuration class * Run clang-format on main * Better exception handling of program_options * Remove vckpg submodule via ssh * Add vcpkg as https * Adds onnxruntime namespace to call classes * Fixed places where namespaces were anonymous * Adds a TODO to use the logger * Moves all setting namespace shortnames outside of onnxruntime namespace * Add onnxruntime session options to force app to link with it * Set CMAKE_TOOLCHAIN_FILE in build.py * Remove whitespace * Adds initial ONNX Hosting tests (#5) * Add initial test which is failing linking with no main * Adds test_main to get hosting tests working * Deletes useless add_executable line * Merge changes from upstream * Enable CI build in Vienna environment * make hosting_run*.sh executable * Add boost path in unittest * Add boost to TEST_INC_DIR * Add component detection task in ci yaml * Get tests and hosting to compile with re2 (#7) * Add finding boost packages before using it in unit tests * Add predict.proto and build * Ignore unused parameters in generated code * Removes std::regex in favor of re2 (#8) * Removes std::regex in favor of re2 * Adds back find_package in unit tests and fixes regexes * Adds more negative test cases * Adding more protos * Fix google protobuf file path in the cmake file * Ignore unused parameters for pb generated code * Updates onnx submodule (#10) * Remove duplicated lib in link * Follow Google style guide (#11) * Google style names * Adds more * Adds an additional namespace * Fixes header guards to match filepaths * Consume protobuf * Unit Test setup * Json deserialization simple test cases * Split hosting app to lib and exe for testability * Add more cases * Clean up * Add more comments * Update namespace and format the cmake files * Update cmake/external/onnx to checkout 1ec81bc6d49ccae23cd7801515feaadd13082903 * Separate h and cc in http folder * Clean up hosting application cmake file * Enable logging and proper initialize the session * Update const position for GetSession() * Take latest onnx and onnx-tensorrt * Creates configuration header file for program_options (#15) * Sets up PredictRequest callback (#16) * Init version, porting from prototype, e2e works * More executor implementation * Adds function on application startup (#17) * Attempts to pass HostingEnvironment as a shared_ptr * Removes logging and environment from all http classes * Passes http details to OnStart function * Using full protobuf for hosting app build * MLValue2TensorProto * Revert back changes in inference_session.cc * Refactor logger access and predict handler * Create an error handling callback (#19) * Creates error callback * Logs error and returns back as JSON * Catches exceptions in user functions * Refactor executor and add some test cases * Fix build warning * Add onnx as a dependency and in includes to hosting app (#20) * Converter for specific types and more UTs * More unit tests * Update onnx submodule * Fix string data test * Clean up code * Cleanup code * Refactor logging to use unique id per request and take logging level from user (#21) * Removes capturing env by reference in main * Uses uuid for logging ids * Take logging_level as a program argument * Pass logging_level to default_logging_manager * Change name of logger to HostingApp * Log if request id is null * Update GetHttpStatusCode signature * Fix random result issue and camel-case names * Rollback accidentally changed pybin_state.cc * Rollback pybind_state.cc * Generate protobuf status from onnxruntime status * Fix function name in error message * Clean up comments * Support protobuf byte array as input * Refactor predict handler and add unit tests * Add one more test * update cmake/external/onnx * Accept more protobuf MIME types * Update onnx-tensorrt * Add build instruction and usage doc * Address PR comments * Install g++-7 in the Ubuntu 16.04 build image for vcpkg * Fix onnx-tensorrt version * Check return value during initialization * Fix infinite loop when http port is in use (#29) * Simplify Executor.cc by breaking up Run method (#27) * Move request id to Executor constructor * Refactor the logger to respect user verbosity level * Use Arena allocator instead of device * Creates initial executor tests * Merge upstream master (#31) * Remove all possible shared_ptrs (#30) * Changes GetLogger to unique_ptr * Reserve BFloat raw data vector size * Change HostingEnvironment to being passed by lvalue and rvalue references * Change routes to getting passed by const references * Enable full protobuf if building hosting (#32) * Building hosting application no longer needs use_full_protobuf flag * Improve hosting application docs * Move server core into separate folder (#34) * Turn hosting project off by default (#38) * Remove vcpkg as a submodule and download/install Boost from source (#39) * Remove vcpkg * Use CMake script to download and build Boost as part of the project * Remove std::move for const references * Remove error_code.proto * Change wording of executable help description * Better GenerateProtobufStatus description * Remove error_code protobuf from CMake files * Use all outputs if no filter is given * Pass MLValue by const reference in MLValueToTensorProto * Rename variables to argc and argv * Revert "Use all outputs if no filter is given" This reverts commit 7554190ab8e50ba6947648c2f3e2a3d4d9606ce0. * Remove all header guards in favor of #pragma once * Reserve size for output vector and optimize for-loop * Use static libs by default for Boost * Improves documentation for GenerateResponseInJson function * Start Result enum at 0 instead of 1 * Remove g++ from Ubuntu's install.sh * Update cmake files * Give explanation for Result enum type * Remove all program options shortcuts except for -h * Add comments for predict.proto * Fix JSON for error codes * Add notice on hosting application docs that it's in beta * Change HostingEnvironment back to a shared_ptr * Handle empty output_filter field * Fix build break * Refactor unit tests location and groups * First end-to-end test * Add missing log * Missing req id and client req id in error response * Add one test case to validate failed resp header * Add build flag for hosting app end to end tests * Update pipeline setup to run e2e test for CI build * Model Zoo data preparation and tests * Add protobuf tests * Remove mention of needing g++-7 in BUILD.md * Make GetAppLogger const * Make using_raw_data_ match the styling of other fields * Avoid copy of strings when initializing model * Escape JSON strings correctly for error messages (#44) * Escape JSON strings correctly * Add test examples with lots of carriage returns * Add result validation * Remove temporary path * Optimize model zoo test execution * Improve reliability of test cases * Generate _pb2.py during the build time * README for integration tests * Pass environment by pointer instead of shared_ptr to executor (#49) * More Integration tests * Remove generated files * Make session private and use a getter instead (#53) * logging_level to log_level for CLI * Single model prediction shortcut * Health endpoint * Integration tests * Rename to onnxruntime server * Build ONNX Server application on Windows (#57) * Gets Boost compiling on Windows * Fix integer conversion and comparison problems * Use size_t in converter_tests instead of int * Fix hosting integration tests on Windows * Removes checks for port because it's an unsigned short * Fixes comparison between signed and unsigned data types * Pip install protobuf and numpy * Missing test data from the rename change * Fix server app path (#58) * Pass shared_ptr by const reference to avoid ref count increase (#59) * Download test model during test setup * Make download into test_util * Rename ci pipeline for onnx runtime server * Support up to 10MiB http request (#61) * Changes minimum request size to 10MB to support all models in ONNX Model Zoo |