* add support for bool type
* add TVM EP support for tests
* include TVM EP in python test pool
* fix pylint
* moved technical imports to a separate file
* clean up post build actions & move _ld_preload.py extension to CMake level
* add files for include TVM EP into CI
* implement custom logger for TVM
* replace TVM logging with ONNX RT logging
* update link for TVM EP tutorial
* clean up TVM EP cmake
* add pybind auto enabling for TVM EP
* fix blank spaces
* code review fixes
* replace print with comment
* add list of EP without TVM EP
* enable onnx tests
* disable contrib ops and ml ops
* reuse Dockerfile.ubuntu
* Move install_tvm_test_dependencies.sh out of Docker context dir, update build definition.
Co-authored-by: Edward Chen <18449977+edgchen1@users.noreply.github.com>
In a reduced ops build, some source files get updated. This change moves the updated files into the build directory. This way, it is easier to simultaneously manage different build directories (with possibly different reduced ops configurations) based on a single source directory.
* squashed commit for standalone tvm execution provider
* critical fix for correct python build with stvm ep
* get tuning log file from ep options. It has priority over AUTOTVM_TUNING_LOG
* updates and fixes
* update parsing of stvm provider options
* add support of external data for onnx model
* add conditional dump of subgraphs
* remove unused code
* get input tensor shapes through provider options. get output shapes for fixed input ones by TVM API
* support AUTO_TVM tuning log file inside ORT. Selector for Ansor and Auto_TVM is provider option (tuning_type)
* add fp16
* add functionality of conversion of model layout to NHWC if need. Necessary parameter was added to STVM provider options
* fix license text in header. fix log format
* small fixes
* fix issues from flake8
* remove model proto construction from GetCapability
* reserve memory for vector of DLTensors
* add simple tutorial for STVM EP
* STVM docs
* jroesch/tvm -> apache/tvm
* remove dead code, unneccessary logs and comments
* fix in readme
* improve tutorial notebook
* tvm update
* update STVM_EP.md
* fix default value
* update STVM_EP.md
* some TODOs for the future development
* shorten long lines
* add hyperlink to STVM_EP.md
* fix Linux CI error
* fix error in csharp test
Co-authored-by: Jared Roesch <jroesch@octoml.ai>
Co-authored-by: Valery Chernov <valery.chernov@deelvin.com>
Co-authored-by: KJlaccHoeUM9l <wotpricol@mail.ru>
The memleak checker used by default in Debug configuration does not
play nice with embedding static lib of ONNXRuntime into binaries,
because other code will not be using the same debug heap, leading
to trouble.
This makes it easier for outside builders to disable it for their
build.
* Changes
*Fixed merge conflicts
Signed-off-by: MaajidKhan <n.maajidkhan@gmail.com>
* C# Nuget fix for windows
-> OpenVINO Libs included in Nuget package
-> Updated nuget.exe path for openvino ep build in Windows
-> Include mvcmd file along with openvino dlls
* Fixing PEP Style comments
* Comment Removed
Co-authored-by: MaajidKhan <n.maajidkhan@gmail.com>
Co-authored-by: saharfraza <sfatima.3001@gmail.com>
- Only set them as targets for the ORT nuget package
- Use OrtPackageId as the condition for inclusion, if installed
- need to do the nuget restore via msbuild so that this property is set correctly
- Add desktop-only version of the C# sln as there is no way to exclude the mobile specific csproj's from an sln
- use this when applicable if someone is running build.py with the `--build_nuget` flag
Other
- remove attempt to include symbols in the nuget package as nuget doesn't support symbols in native packages
- update build.py to use `nuget` and not a windows specific path and filename for a linux build with `--build_nuget`
* add use_tensorrt build option
* Add use_tensorrt to running tests
* add use_tensorrt for Windows
* make trt ep to skip backend test
* make trt ep to skip backend test
* Fix bug
* Add/Modify description
* modify for debug
* swtich pool to test
* modify to debug
* modify to debug
* add vobersity
* refine the code
* refine the code
* refine the code
* fix flake8 warning
* refine the code
* add pre_load check for trt as well as add cupti lib to cuda depedencies
* modify script to make trt build path the same as cuda
* show error message when user wants to run TensorRT but TensorRT is not installed in the env
* fix bug
* fix bug
* add trt lib for manylinux
* include cuda_dependencies for trt
* rewrite the condition to throw exception
* make code more compact
* Added checks for Hetero/Multi
Signed-off-by: MaajidKhan <n.maajidkhan@gmail.com>
* Remote Context Plugin
* changes for IO Buffer plugin
* erronous couts added
* erronous entry rectified
* Set the Openvino OP Buffer also as output
* Enable AUTO plugin in OpenVINO EP
Signed-off-by: MaajidKhan <n.maajidkhan@gmail.com>
* Remote Context Plugin
* changes for IO Buffer plugin
* erronous couts added
* erronous entry rectified
* Added checks for Hetero/Multi
Signed-off-by: MaajidKhan <n.maajidkhan@gmail.com>
* Set the Openvino OP Buffer also as output
* Enable AUTO plugin in OpenVINO EP
Signed-off-by: MaajidKhan <n.maajidkhan@gmail.com>
* Please commit error message and rectification of param.context
* Alignment fixed
Signed-off-by: MaajidKhan <n.maajidkhan@gmail.com>
* Changed the string to OpenVINO_GPU
* hanged OpenVINO to to OpenVINO_CPU
* Onnxruntime updated API for memory location
* Removing Duplicate LOG Error
* Tensor.h removed DeviceType function. Updated comment
* API Comments updated
* Removing changes to Provider Indo
* Erronous commit
* Removing Extra logs
* Merge CMAKE
* Not copy from a local location
* Duplicate Entry
* Remove extra line
Co-authored-by: MaajidKhan <n.maajidkhan@gmail.com>
* Only serialize runtime optimization records container if non-empty.
* Remove runtime optimizations from onnxruntime/core/flatbuffers/schema/README.md as it's not completely implemented yet.
* Disable partial runtime optimization implementation by default.
ORT format model runtime optimization implementation is in progress.
This change adds a build.py option to disable the partial runtime optimization implementation, adds CI builds to test it, and disables runtime optimizations in mobile package builds.
* removing warnings which are causing errors from torch and changing flags for Windows
* adding MKL library resolution and comments
* cleaning up the code
* fixing onnxruntime_python file for windows build
* fix the include order to aovid the python_d.lib issue on win debug build
* changes for warnings, typos and other comments
* merge conflict
* adding fix for mkl library error
* Revert "adding fix for mkl library error"
This reverts commit 73b87c73c2.
* fix for dll path for windows
* typo for dll path
Co-authored-by: Cheng Tang <chenta@microsoft.com>
* model caching changes for 2021.4
Signed-off-by: Your Name <you@example.com>
* changed the ov version check
* Minor changes added
Signed-off-by: MaajidKhan <n.maajidkhan@gmail.com>
* Added support for external data format
Starting from OpenVINO 2021.4 version, OpenVINO-EP
will support onnx models with Weights saved in external
file location.
Signed-off-by: MaajidKhan <n.maajidkhan@gmail.com>
* Introduced Hetero/Multi options for perf_test
Enabled to use HETERO/MULTI device feature from
OpenVINO-EP using the onnxruntime_perf_test tool.
Signed-off-by: MaajidKhan <n.maajidkhan@gmail.com>
* cleaned up CMake code for older OV version support
OV 2020.3 is now longer supported by OpenVINO-EP.
This check is not required now.
Signed-off-by: MaajidKhan <n.maajidkhan@gmail.com>
* Add option to disable graph partitioning
Added a option to diable graph partitioning
during build time for OpenVINO-EP.
with this option, when the model is not fully
supported on OpenVINO-EP, the model fully fall
backs to default CPU EP (MLAS).
Signed-off-by: MaajidKhan <n.maajidkhan@gmail.com>
* Changed the flag for diabling graph partitioning
Signed-off-by: MaajidKhan <n.maajidkhan@gmail.com>
* Fixes the flake8 check error
Signed-off-by: MaajidKhan <n.maajidkhan@gmail.com>
* Added changes for disable graph partition option
Signed-off-by: MaajidKhan <n.maajidkhan@gmail.com>
* Fixed flake8 indentation error
Signed-off-by: MaajidKhan <n.maajidkhan@gmail.com>
Co-authored-by: Your Name <you@example.com>
* Include pytorch_export_contrib_ops in inference builds
Rename / move it from tools/python/register_custom_ops_pytorch_exporter
to onnxruntime/python/tools/pytorch_export_contrib_ops.
Rationale for inclusion in inference builds:
This code is potentially useful for anyone using ORT, not just training.
Rationale for new name:
"Contrib op" is the nomenclature used within ORT to refer to the set of
ops that are not in the standard op set but are included by default with
ORT. This is more specific than "custom op", which is what the PyTorch
exporter uses to refer to any non-standard op.
Step 1 of addressing #8818. After this is merged I will update the docs.
* Enable test_pytorch_export_contrib_ops.py in CI
Fixes AB#1342330
* Add command to skip tests
* Remove support for OV_2021.3_LTS and ov_2021.1
Signed-off-by: MaajidKhan <n.maajidkhan@gmail.com>
* Removed request_id parameter from all references
request_id parameter was being used with ov_2020.3
release. Starting from 2020.4 OV release, input_name
paramater is being used instead to get the
KernelContext_GetInput.
Signed-off-by: MaajidKhan <n.maajidkhan@gmail.com>
* Enabling CI Logs in the branch
* CI Commits to enable logs
* Enable CI Print
* Added Imagescaler op to the supported op's list
Fixes test_tiny_yolo_V2 opset 8 model to support
fully on OV-EP. This model is the older variation
of tiny_yolo_v2 model which has Imagescaler op.
Signed-off-by: MaajidKhan <n.maajidkhan@gmail.com>
* Added ops to fully support yolov3 model
-Added changes to support yolov3 opset 10 model
fully on CPU_FP32.
-This also increases the operator coverage for GPU
hardware. There by enabling yolov3 model on GPU
with fewer subgraphs.
Signed-off-by: MaajidKhan <n.maajidkhan@gmail.com>
* Enabling tiny_yolov3 model fully on CPU
->Enabled tiny_yolov3 model fully on CPU.
-> Also reduces the number of subgraphs
to infer this model on GPU
Signed-off-by: MaajidKhan <n.maajidkhan@gmail.com>
* Adding GatherND op support for CPU and GPU
->This enables yolov3_pytorch model to work
with fewer subgraphs on CPU and GPU Devices.
Signed-off-by: MaajidKhan <n.maajidkhan@gmail.com>
* Fixes Albert model for ISV customer
ConvTranspose op was getting rejected
due to a condition. Fixed it.
Signed-off-by: MaajidKhan <n.maajidkhan@gmail.com>
* Disabling this 4 cpp tests for openvino-ep
These unit tests are failing with special conditions
for conv_transpose op with output_shape attribute.
so disabling them for now.
Signed-off-by: MaajidKhan <n.maajidkhan@gmail.com>
* Docker file changes for 2021.4-v3.1
* Remvoing duplicate code
Signed-off-by: MaajidKhan <n.maajidkhan@gmail.com>
* ReduceMax No dimension supported
* Fixes failing protobuf issue for docker
Signed-off-by: MaajidKhan <n.maajidkhan@gmail.com>
* Excluding openvinoep type for convtranpose test
Signed-off-by: MaajidKhan <n.maajidkhan@gmail.com>
* Disabled 2 Failing convtranspose tests with TensorRT EP
Signed-off-by: MaajidKhan <n.maajidkhan@gmail.com>
Co-authored-by: suryasidd <surya.siddharth.pemmaraju@intel.com>
Co-authored-by: Aravind Gunda <aravindx.gunda@intel.com>
Co-authored-by: sfatimar <sahar.fatima@intel/com>
* Expose symbols in onnx and protobuf namespaces in python when building with --enable_external_custom_op_schemas
* Add external onnx and protobuf files to wheel
* Added an example to demonstrate external custom ops use-case
* Added a Linux build pipeline to test external custom ops
* Enable selecting custom ops in onnxruntime-extensions.
* Move cmake_helper.py.
* Remove over-indented spaces.
* Add doc.
* Remove onnxruntime-extensions from git submodules, and user should pass path of onnxruntime-extensions for build.
* Modify doc.
* Remove argument --enable_onnxruntime_extensions and use --onnxruntime_extensions_path.
* Fix build error.
* Fix build error.
* Use onnxruntime_extensions_path.
* support both submodule and external source folders
* refinement
* Update cgmanifest.json
* Support building onnxruntime-extensions from either git submodule or pre-pulled path.
* Update doc.
* more standard name
* update docs
* add the copyright header
Co-authored-by: Zuwei Zhao <zuzhao@microsoft.com>
Co-authored-by: Wenbing Li <wenbingl@outlook.com>
Co-authored-by: Wenbing Li <10278425+wenbingl@users.noreply.github.com>
* Ported changes / bug fixes from torch/ort.
* Fixed formatting
* Renamed function
* Renamed module_ to module.
* Revert "Renamed module_ to module."
This reverts commit b17fc114b3db20d174283811d90592b5b8154c19.
* Include pybind common header to fix linker errors on windows debug.
* Fix to generation of > 1 custom op.
Co-authored-by: Ashwin Hari <ashari@microsoft.com>
