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# Working with devices {#openvino_docs_OV_UG_Working_with_devices}
Feature/azaytsev/from 2021 4 (#9247) * Added info on DockerHub CI Framework * Feature/azaytsev/change layout (#3295) * Changes according to feedback comments * Replaced @ref's with html links * Fixed links, added a title page for installing from repos and images, fixed formatting issues * Added links * minor fix * Added DL Streamer to the list of components installed by default * Link fixes * Link fixes * ovms doc fix (#2988) * added OpenVINO Model Server * ovms doc fixes Co-authored-by: Trawinski, Dariusz <dariusz.trawinski@intel.com> * Updated openvino_docs.xml * Updated the link to software license agreements * Revert "Updated the link to software license agreements" This reverts commit 706dac500e764bd7534f7005ac6197f827d68cb5. * Docs to Sphinx (#8151) * docs to sphinx * Update GPU.md * Update CPU.md * Update AUTO.md * Update performance_int8_vs_fp32.md * update * update md * updates * disable doc ci * disable ci * fix index.rst Co-authored-by: Andrey Zaytsev <andrey.zaytsev@intel.com> # Conflicts: # .gitignore # docs/CMakeLists.txt # docs/IE_DG/Deep_Learning_Inference_Engine_DevGuide.md # docs/IE_DG/Extensibility_DG/Custom_ONNX_Ops.md # docs/IE_DG/Extensibility_DG/VPU_Kernel.md # docs/IE_DG/InferenceEngine_QueryAPI.md # docs/IE_DG/Int8Inference.md # docs/IE_DG/Integrate_with_customer_application_new_API.md # docs/IE_DG/Model_caching_overview.md # docs/IE_DG/supported_plugins/GPU_RemoteBlob_API.md # docs/IE_DG/supported_plugins/HETERO.md # docs/IE_DG/supported_plugins/MULTI.md # docs/MO_DG/prepare_model/convert_model/Convert_Model_From_Caffe.md # docs/MO_DG/prepare_model/convert_model/Convert_Model_From_Kaldi.md # docs/MO_DG/prepare_model/convert_model/Convert_Model_From_MxNet.md # docs/MO_DG/prepare_model/convert_model/Convert_Model_From_ONNX.md # docs/MO_DG/prepare_model/convert_model/Converting_Model.md # docs/MO_DG/prepare_model/convert_model/Converting_Model_General.md # docs/MO_DG/prepare_model/convert_model/Cutting_Model.md # docs/MO_DG/prepare_model/convert_model/pytorch_specific/Convert_RNNT.md # docs/MO_DG/prepare_model/convert_model/tf_specific/Convert_EfficientDet_Models.md # docs/MO_DG/prepare_model/convert_model/tf_specific/Convert_WideAndDeep_Family_Models.md # docs/MO_DG/prepare_model/convert_model/tf_specific/Convert_YOLO_From_Tensorflow.md # docs/doxygen/Doxyfile.config # docs/doxygen/ie_docs.xml # docs/doxygen/ie_plugin_api.config # docs/doxygen/ngraph_cpp_api.config # docs/doxygen/openvino_docs.xml # docs/get_started/get_started_macos.md # docs/get_started/get_started_raspbian.md # docs/get_started/get_started_windows.md # docs/img/cpu_int8_flow.png # docs/index.md # docs/install_guides/VisionAcceleratorFPGA_Configure.md # docs/install_guides/VisionAcceleratorFPGA_Configure_Windows.md # docs/install_guides/deployment-manager-tool.md # docs/install_guides/installing-openvino-linux.md # docs/install_guides/installing-openvino-macos.md # docs/install_guides/installing-openvino-windows.md # docs/optimization_guide/dldt_optimization_guide.md # inference-engine/ie_bridges/c/include/c_api/ie_c_api.h # inference-engine/ie_bridges/python/docs/api_overview.md # inference-engine/ie_bridges/python/sample/ngraph_function_creation_sample/README.md # inference-engine/ie_bridges/python/sample/speech_sample/README.md # inference-engine/ie_bridges/python/src/openvino/inference_engine/ie_api.pyx # inference-engine/include/ie_api.h # inference-engine/include/ie_core.hpp # inference-engine/include/ie_version.hpp # inference-engine/samples/benchmark_app/README.md # inference-engine/samples/speech_sample/README.md # inference-engine/src/plugin_api/exec_graph_info.hpp # inference-engine/src/plugin_api/file_utils.h # inference-engine/src/transformations/include/transformations_visibility.hpp # inference-engine/tools/benchmark_tool/README.md # ngraph/core/include/ngraph/ngraph.hpp # ngraph/frontend/onnx_common/include/onnx_common/parser.hpp # ngraph/python/src/ngraph/utils/node_factory.py # openvino/itt/include/openvino/itt.hpp # thirdparty/ade # tools/benchmark/README.md * Cherry-picked remove font-family (#8211) * Cherry-picked: Update get_started_scripts.md (#8338) * doc updates (#8268) * Various doc changes * theme changes * remove font-family (#8211) * fix css * Update uninstalling-openvino.md * fix css * fix * Fixes for Installation Guides Co-authored-by: Andrey Zaytsev <andrey.zaytsev@intel.com> Co-authored-by: kblaszczak-intel <karol.blaszczak@intel.com> # Conflicts: # docs/IE_DG/Bfloat16Inference.md # docs/IE_DG/InferenceEngine_QueryAPI.md # docs/IE_DG/OnnxImporterTutorial.md # docs/IE_DG/supported_plugins/AUTO.md # docs/IE_DG/supported_plugins/HETERO.md # docs/IE_DG/supported_plugins/MULTI.md # docs/MO_DG/prepare_model/convert_model/Convert_Model_From_Kaldi.md # docs/MO_DG/prepare_model/convert_model/tf_specific/Convert_YOLO_From_Tensorflow.md # docs/install_guides/installing-openvino-macos.md # docs/install_guides/installing-openvino-windows.md # docs/ops/opset.md # inference-engine/samples/benchmark_app/README.md # inference-engine/tools/benchmark_tool/README.md # thirdparty/ade * Cherry-picked: doc script changes (#8568) * fix openvino-sphinx-theme * add linkcheck target * fix * change version * add doxygen-xfail.txt * fix * AA * fix * fix * fix * fix * fix # Conflicts: # thirdparty/ade * Cherry-pick: Feature/azaytsev/doc updates gna 2021 4 2 (#8567) * Various doc changes * Reformatted C++/Pythob sections. Updated with info from PR8490 * additional fix * Gemini Lake replaced with Elkhart Lake * Fixed links in IGs, Added 12th Gen # Conflicts: # docs/IE_DG/supported_plugins/GNA.md # thirdparty/ade * Cherry-pick: Feature/azaytsev/doc fixes (#8897) * Various doc changes * Removed the empty Learning path topic * Restored the Gemini Lake CPIU list # Conflicts: # docs/IE_DG/supported_plugins/GNA.md # thirdparty/ade * Cherry-pick: sphinx copybutton doxyrest code blocks (#8992) # Conflicts: # thirdparty/ade * Cherry-pick: iframe video enable fullscreen (#9041) # Conflicts: # thirdparty/ade * Cherry-pick: fix untitled titles (#9213) # Conflicts: # thirdparty/ade * Cherry-pick: perf bench graph animation (#9045) * animation * fix # Conflicts: # thirdparty/ade * Cherry-pick: doc pytest (#8888) * docs pytest * fixes # Conflicts: # docs/doxygen/doxygen-ignore.txt # docs/scripts/ie_docs.xml # thirdparty/ade * Cherry-pick: restore deleted files (#9215) * Added new operations to the doc structure (from removed ie_docs.xml) * Additional fixes * Update docs/IE_DG/InferenceEngine_QueryAPI.md Co-authored-by: Helena Kloosterman <helena.kloosterman@intel.com> * Update docs/IE_DG/Int8Inference.md Co-authored-by: Helena Kloosterman <helena.kloosterman@intel.com> * Update Custom_Layers_Guide.md * Changes according to review comments * doc scripts fixes * Update docs/IE_DG/Int8Inference.md Co-authored-by: Helena Kloosterman <helena.kloosterman@intel.com> * Update Int8Inference.md * update xfail * clang format * updated xfail Co-authored-by: Trawinski, Dariusz <dariusz.trawinski@intel.com> Co-authored-by: Nikolay Tyukaev <nikolay.tyukaev@intel.com> Co-authored-by: kblaszczak-intel <karol.blaszczak@intel.com> Co-authored-by: Yury Gorbachev <yury.gorbachev@intel.com> Co-authored-by: Helena Kloosterman <helena.kloosterman@intel.com>
2021-12-21 20:26:37 +03:00
@sphinxdirective
.. toctree::
:maxdepth: 1
:hidden:
openvino_docs_OV_UG_query_api
openvino_docs_OV_UG_supported_plugins_CPU
openvino_docs_OV_UG_supported_plugins_GPU
Feature/azaytsev/from 2021 4 (#9247) * Added info on DockerHub CI Framework * Feature/azaytsev/change layout (#3295) * Changes according to feedback comments * Replaced @ref's with html links * Fixed links, added a title page for installing from repos and images, fixed formatting issues * Added links * minor fix * Added DL Streamer to the list of components installed by default * Link fixes * Link fixes * ovms doc fix (#2988) * added OpenVINO Model Server * ovms doc fixes Co-authored-by: Trawinski, Dariusz <dariusz.trawinski@intel.com> * Updated openvino_docs.xml * Updated the link to software license agreements * Revert "Updated the link to software license agreements" This reverts commit 706dac500e764bd7534f7005ac6197f827d68cb5. * Docs to Sphinx (#8151) * docs to sphinx * Update GPU.md * Update CPU.md * Update AUTO.md * Update performance_int8_vs_fp32.md * update * update md * updates * disable doc ci * disable ci * fix index.rst Co-authored-by: Andrey Zaytsev <andrey.zaytsev@intel.com> # Conflicts: # .gitignore # docs/CMakeLists.txt # docs/IE_DG/Deep_Learning_Inference_Engine_DevGuide.md # docs/IE_DG/Extensibility_DG/Custom_ONNX_Ops.md # docs/IE_DG/Extensibility_DG/VPU_Kernel.md # docs/IE_DG/InferenceEngine_QueryAPI.md # docs/IE_DG/Int8Inference.md # docs/IE_DG/Integrate_with_customer_application_new_API.md # docs/IE_DG/Model_caching_overview.md # docs/IE_DG/supported_plugins/GPU_RemoteBlob_API.md # docs/IE_DG/supported_plugins/HETERO.md # docs/IE_DG/supported_plugins/MULTI.md # docs/MO_DG/prepare_model/convert_model/Convert_Model_From_Caffe.md # docs/MO_DG/prepare_model/convert_model/Convert_Model_From_Kaldi.md # docs/MO_DG/prepare_model/convert_model/Convert_Model_From_MxNet.md # docs/MO_DG/prepare_model/convert_model/Convert_Model_From_ONNX.md # docs/MO_DG/prepare_model/convert_model/Converting_Model.md # docs/MO_DG/prepare_model/convert_model/Converting_Model_General.md # docs/MO_DG/prepare_model/convert_model/Cutting_Model.md # docs/MO_DG/prepare_model/convert_model/pytorch_specific/Convert_RNNT.md # docs/MO_DG/prepare_model/convert_model/tf_specific/Convert_EfficientDet_Models.md # docs/MO_DG/prepare_model/convert_model/tf_specific/Convert_WideAndDeep_Family_Models.md # docs/MO_DG/prepare_model/convert_model/tf_specific/Convert_YOLO_From_Tensorflow.md # docs/doxygen/Doxyfile.config # docs/doxygen/ie_docs.xml # docs/doxygen/ie_plugin_api.config # docs/doxygen/ngraph_cpp_api.config # docs/doxygen/openvino_docs.xml # docs/get_started/get_started_macos.md # docs/get_started/get_started_raspbian.md # docs/get_started/get_started_windows.md # docs/img/cpu_int8_flow.png # docs/index.md # docs/install_guides/VisionAcceleratorFPGA_Configure.md # docs/install_guides/VisionAcceleratorFPGA_Configure_Windows.md # docs/install_guides/deployment-manager-tool.md # docs/install_guides/installing-openvino-linux.md # docs/install_guides/installing-openvino-macos.md # docs/install_guides/installing-openvino-windows.md # docs/optimization_guide/dldt_optimization_guide.md # inference-engine/ie_bridges/c/include/c_api/ie_c_api.h # inference-engine/ie_bridges/python/docs/api_overview.md # inference-engine/ie_bridges/python/sample/ngraph_function_creation_sample/README.md # inference-engine/ie_bridges/python/sample/speech_sample/README.md # inference-engine/ie_bridges/python/src/openvino/inference_engine/ie_api.pyx # inference-engine/include/ie_api.h # inference-engine/include/ie_core.hpp # inference-engine/include/ie_version.hpp # inference-engine/samples/benchmark_app/README.md # inference-engine/samples/speech_sample/README.md # inference-engine/src/plugin_api/exec_graph_info.hpp # inference-engine/src/plugin_api/file_utils.h # inference-engine/src/transformations/include/transformations_visibility.hpp # inference-engine/tools/benchmark_tool/README.md # ngraph/core/include/ngraph/ngraph.hpp # ngraph/frontend/onnx_common/include/onnx_common/parser.hpp # ngraph/python/src/ngraph/utils/node_factory.py # openvino/itt/include/openvino/itt.hpp # thirdparty/ade # tools/benchmark/README.md * Cherry-picked remove font-family (#8211) * Cherry-picked: Update get_started_scripts.md (#8338) * doc updates (#8268) * Various doc changes * theme changes * remove font-family (#8211) * fix css * Update uninstalling-openvino.md * fix css * fix * Fixes for Installation Guides Co-authored-by: Andrey Zaytsev <andrey.zaytsev@intel.com> Co-authored-by: kblaszczak-intel <karol.blaszczak@intel.com> # Conflicts: # docs/IE_DG/Bfloat16Inference.md # docs/IE_DG/InferenceEngine_QueryAPI.md # docs/IE_DG/OnnxImporterTutorial.md # docs/IE_DG/supported_plugins/AUTO.md # docs/IE_DG/supported_plugins/HETERO.md # docs/IE_DG/supported_plugins/MULTI.md # docs/MO_DG/prepare_model/convert_model/Convert_Model_From_Kaldi.md # docs/MO_DG/prepare_model/convert_model/tf_specific/Convert_YOLO_From_Tensorflow.md # docs/install_guides/installing-openvino-macos.md # docs/install_guides/installing-openvino-windows.md # docs/ops/opset.md # inference-engine/samples/benchmark_app/README.md # inference-engine/tools/benchmark_tool/README.md # thirdparty/ade * Cherry-picked: doc script changes (#8568) * fix openvino-sphinx-theme * add linkcheck target * fix * change version * add doxygen-xfail.txt * fix * AA * fix * fix * fix * fix * fix # Conflicts: # thirdparty/ade * Cherry-pick: Feature/azaytsev/doc updates gna 2021 4 2 (#8567) * Various doc changes * Reformatted C++/Pythob sections. Updated with info from PR8490 * additional fix * Gemini Lake replaced with Elkhart Lake * Fixed links in IGs, Added 12th Gen # Conflicts: # docs/IE_DG/supported_plugins/GNA.md # thirdparty/ade * Cherry-pick: Feature/azaytsev/doc fixes (#8897) * Various doc changes * Removed the empty Learning path topic * Restored the Gemini Lake CPIU list # Conflicts: # docs/IE_DG/supported_plugins/GNA.md # thirdparty/ade * Cherry-pick: sphinx copybutton doxyrest code blocks (#8992) # Conflicts: # thirdparty/ade * Cherry-pick: iframe video enable fullscreen (#9041) # Conflicts: # thirdparty/ade * Cherry-pick: fix untitled titles (#9213) # Conflicts: # thirdparty/ade * Cherry-pick: perf bench graph animation (#9045) * animation * fix # Conflicts: # thirdparty/ade * Cherry-pick: doc pytest (#8888) * docs pytest * fixes # Conflicts: # docs/doxygen/doxygen-ignore.txt # docs/scripts/ie_docs.xml # thirdparty/ade * Cherry-pick: restore deleted files (#9215) * Added new operations to the doc structure (from removed ie_docs.xml) * Additional fixes * Update docs/IE_DG/InferenceEngine_QueryAPI.md Co-authored-by: Helena Kloosterman <helena.kloosterman@intel.com> * Update docs/IE_DG/Int8Inference.md Co-authored-by: Helena Kloosterman <helena.kloosterman@intel.com> * Update Custom_Layers_Guide.md * Changes according to review comments * doc scripts fixes * Update docs/IE_DG/Int8Inference.md Co-authored-by: Helena Kloosterman <helena.kloosterman@intel.com> * Update Int8Inference.md * update xfail * clang format * updated xfail Co-authored-by: Trawinski, Dariusz <dariusz.trawinski@intel.com> Co-authored-by: Nikolay Tyukaev <nikolay.tyukaev@intel.com> Co-authored-by: kblaszczak-intel <karol.blaszczak@intel.com> Co-authored-by: Yury Gorbachev <yury.gorbachev@intel.com> Co-authored-by: Helena Kloosterman <helena.kloosterman@intel.com>
2021-12-21 20:26:37 +03:00
openvino_docs_IE_DG_supported_plugins_VPU
openvino_docs_OV_UG_supported_plugins_GNA
Feature/azaytsev/from 2021 4 (#9247) * Added info on DockerHub CI Framework * Feature/azaytsev/change layout (#3295) * Changes according to feedback comments * Replaced @ref's with html links * Fixed links, added a title page for installing from repos and images, fixed formatting issues * Added links * minor fix * Added DL Streamer to the list of components installed by default * Link fixes * Link fixes * ovms doc fix (#2988) * added OpenVINO Model Server * ovms doc fixes Co-authored-by: Trawinski, Dariusz <dariusz.trawinski@intel.com> * Updated openvino_docs.xml * Updated the link to software license agreements * Revert "Updated the link to software license agreements" This reverts commit 706dac500e764bd7534f7005ac6197f827d68cb5. * Docs to Sphinx (#8151) * docs to sphinx * Update GPU.md * Update CPU.md * Update AUTO.md * Update performance_int8_vs_fp32.md * update * update md * updates * disable doc ci * disable ci * fix index.rst Co-authored-by: Andrey Zaytsev <andrey.zaytsev@intel.com> # Conflicts: # .gitignore # docs/CMakeLists.txt # docs/IE_DG/Deep_Learning_Inference_Engine_DevGuide.md # docs/IE_DG/Extensibility_DG/Custom_ONNX_Ops.md # docs/IE_DG/Extensibility_DG/VPU_Kernel.md # docs/IE_DG/InferenceEngine_QueryAPI.md # docs/IE_DG/Int8Inference.md # docs/IE_DG/Integrate_with_customer_application_new_API.md # docs/IE_DG/Model_caching_overview.md # docs/IE_DG/supported_plugins/GPU_RemoteBlob_API.md # docs/IE_DG/supported_plugins/HETERO.md # docs/IE_DG/supported_plugins/MULTI.md # docs/MO_DG/prepare_model/convert_model/Convert_Model_From_Caffe.md # docs/MO_DG/prepare_model/convert_model/Convert_Model_From_Kaldi.md # docs/MO_DG/prepare_model/convert_model/Convert_Model_From_MxNet.md # docs/MO_DG/prepare_model/convert_model/Convert_Model_From_ONNX.md # docs/MO_DG/prepare_model/convert_model/Converting_Model.md # docs/MO_DG/prepare_model/convert_model/Converting_Model_General.md # docs/MO_DG/prepare_model/convert_model/Cutting_Model.md # docs/MO_DG/prepare_model/convert_model/pytorch_specific/Convert_RNNT.md # docs/MO_DG/prepare_model/convert_model/tf_specific/Convert_EfficientDet_Models.md # docs/MO_DG/prepare_model/convert_model/tf_specific/Convert_WideAndDeep_Family_Models.md # docs/MO_DG/prepare_model/convert_model/tf_specific/Convert_YOLO_From_Tensorflow.md # docs/doxygen/Doxyfile.config # docs/doxygen/ie_docs.xml # docs/doxygen/ie_plugin_api.config # docs/doxygen/ngraph_cpp_api.config # docs/doxygen/openvino_docs.xml # docs/get_started/get_started_macos.md # docs/get_started/get_started_raspbian.md # docs/get_started/get_started_windows.md # docs/img/cpu_int8_flow.png # docs/index.md # docs/install_guides/VisionAcceleratorFPGA_Configure.md # docs/install_guides/VisionAcceleratorFPGA_Configure_Windows.md # docs/install_guides/deployment-manager-tool.md # docs/install_guides/installing-openvino-linux.md # docs/install_guides/installing-openvino-macos.md # docs/install_guides/installing-openvino-windows.md # docs/optimization_guide/dldt_optimization_guide.md # inference-engine/ie_bridges/c/include/c_api/ie_c_api.h # inference-engine/ie_bridges/python/docs/api_overview.md # inference-engine/ie_bridges/python/sample/ngraph_function_creation_sample/README.md # inference-engine/ie_bridges/python/sample/speech_sample/README.md # inference-engine/ie_bridges/python/src/openvino/inference_engine/ie_api.pyx # inference-engine/include/ie_api.h # inference-engine/include/ie_core.hpp # inference-engine/include/ie_version.hpp # inference-engine/samples/benchmark_app/README.md # inference-engine/samples/speech_sample/README.md # inference-engine/src/plugin_api/exec_graph_info.hpp # inference-engine/src/plugin_api/file_utils.h # inference-engine/src/transformations/include/transformations_visibility.hpp # inference-engine/tools/benchmark_tool/README.md # ngraph/core/include/ngraph/ngraph.hpp # ngraph/frontend/onnx_common/include/onnx_common/parser.hpp # ngraph/python/src/ngraph/utils/node_factory.py # openvino/itt/include/openvino/itt.hpp # thirdparty/ade # tools/benchmark/README.md * Cherry-picked remove font-family (#8211) * Cherry-picked: Update get_started_scripts.md (#8338) * doc updates (#8268) * Various doc changes * theme changes * remove font-family (#8211) * fix css * Update uninstalling-openvino.md * fix css * fix * Fixes for Installation Guides Co-authored-by: Andrey Zaytsev <andrey.zaytsev@intel.com> Co-authored-by: kblaszczak-intel <karol.blaszczak@intel.com> # Conflicts: # docs/IE_DG/Bfloat16Inference.md # docs/IE_DG/InferenceEngine_QueryAPI.md # docs/IE_DG/OnnxImporterTutorial.md # docs/IE_DG/supported_plugins/AUTO.md # docs/IE_DG/supported_plugins/HETERO.md # docs/IE_DG/supported_plugins/MULTI.md # docs/MO_DG/prepare_model/convert_model/Convert_Model_From_Kaldi.md # docs/MO_DG/prepare_model/convert_model/tf_specific/Convert_YOLO_From_Tensorflow.md # docs/install_guides/installing-openvino-macos.md # docs/install_guides/installing-openvino-windows.md # docs/ops/opset.md # inference-engine/samples/benchmark_app/README.md # inference-engine/tools/benchmark_tool/README.md # thirdparty/ade * Cherry-picked: doc script changes (#8568) * fix openvino-sphinx-theme * add linkcheck target * fix * change version * add doxygen-xfail.txt * fix * AA * fix * fix * fix * fix * fix # Conflicts: # thirdparty/ade * Cherry-pick: Feature/azaytsev/doc updates gna 2021 4 2 (#8567) * Various doc changes * Reformatted C++/Pythob sections. Updated with info from PR8490 * additional fix * Gemini Lake replaced with Elkhart Lake * Fixed links in IGs, Added 12th Gen # Conflicts: # docs/IE_DG/supported_plugins/GNA.md # thirdparty/ade * Cherry-pick: Feature/azaytsev/doc fixes (#8897) * Various doc changes * Removed the empty Learning path topic * Restored the Gemini Lake CPIU list # Conflicts: # docs/IE_DG/supported_plugins/GNA.md # thirdparty/ade * Cherry-pick: sphinx copybutton doxyrest code blocks (#8992) # Conflicts: # thirdparty/ade * Cherry-pick: iframe video enable fullscreen (#9041) # Conflicts: # thirdparty/ade * Cherry-pick: fix untitled titles (#9213) # Conflicts: # thirdparty/ade * Cherry-pick: perf bench graph animation (#9045) * animation * fix # Conflicts: # thirdparty/ade * Cherry-pick: doc pytest (#8888) * docs pytest * fixes # Conflicts: # docs/doxygen/doxygen-ignore.txt # docs/scripts/ie_docs.xml # thirdparty/ade * Cherry-pick: restore deleted files (#9215) * Added new operations to the doc structure (from removed ie_docs.xml) * Additional fixes * Update docs/IE_DG/InferenceEngine_QueryAPI.md Co-authored-by: Helena Kloosterman <helena.kloosterman@intel.com> * Update docs/IE_DG/Int8Inference.md Co-authored-by: Helena Kloosterman <helena.kloosterman@intel.com> * Update Custom_Layers_Guide.md * Changes according to review comments * doc scripts fixes * Update docs/IE_DG/Int8Inference.md Co-authored-by: Helena Kloosterman <helena.kloosterman@intel.com> * Update Int8Inference.md * update xfail * clang format * updated xfail Co-authored-by: Trawinski, Dariusz <dariusz.trawinski@intel.com> Co-authored-by: Nikolay Tyukaev <nikolay.tyukaev@intel.com> Co-authored-by: kblaszczak-intel <karol.blaszczak@intel.com> Co-authored-by: Yury Gorbachev <yury.gorbachev@intel.com> Co-authored-by: Helena Kloosterman <helena.kloosterman@intel.com>
2021-12-21 20:26:37 +03:00
@endsphinxdirective
The OpenVINO Runtime provides capabilities to infer deep learning models on the following device types with corresponding plugins:
Feature/azaytsev/from 2021 4 (#9247) * Added info on DockerHub CI Framework * Feature/azaytsev/change layout (#3295) * Changes according to feedback comments * Replaced @ref's with html links * Fixed links, added a title page for installing from repos and images, fixed formatting issues * Added links * minor fix * Added DL Streamer to the list of components installed by default * Link fixes * Link fixes * ovms doc fix (#2988) * added OpenVINO Model Server * ovms doc fixes Co-authored-by: Trawinski, Dariusz <dariusz.trawinski@intel.com> * Updated openvino_docs.xml * Updated the link to software license agreements * Revert "Updated the link to software license agreements" This reverts commit 706dac500e764bd7534f7005ac6197f827d68cb5. * Docs to Sphinx (#8151) * docs to sphinx * Update GPU.md * Update CPU.md * Update AUTO.md * Update performance_int8_vs_fp32.md * update * update md * updates * disable doc ci * disable ci * fix index.rst Co-authored-by: Andrey Zaytsev <andrey.zaytsev@intel.com> # Conflicts: # .gitignore # docs/CMakeLists.txt # docs/IE_DG/Deep_Learning_Inference_Engine_DevGuide.md # docs/IE_DG/Extensibility_DG/Custom_ONNX_Ops.md # docs/IE_DG/Extensibility_DG/VPU_Kernel.md # docs/IE_DG/InferenceEngine_QueryAPI.md # docs/IE_DG/Int8Inference.md # docs/IE_DG/Integrate_with_customer_application_new_API.md # docs/IE_DG/Model_caching_overview.md # docs/IE_DG/supported_plugins/GPU_RemoteBlob_API.md # docs/IE_DG/supported_plugins/HETERO.md # docs/IE_DG/supported_plugins/MULTI.md # docs/MO_DG/prepare_model/convert_model/Convert_Model_From_Caffe.md # docs/MO_DG/prepare_model/convert_model/Convert_Model_From_Kaldi.md # docs/MO_DG/prepare_model/convert_model/Convert_Model_From_MxNet.md # docs/MO_DG/prepare_model/convert_model/Convert_Model_From_ONNX.md # docs/MO_DG/prepare_model/convert_model/Converting_Model.md # docs/MO_DG/prepare_model/convert_model/Converting_Model_General.md # docs/MO_DG/prepare_model/convert_model/Cutting_Model.md # docs/MO_DG/prepare_model/convert_model/pytorch_specific/Convert_RNNT.md # docs/MO_DG/prepare_model/convert_model/tf_specific/Convert_EfficientDet_Models.md # docs/MO_DG/prepare_model/convert_model/tf_specific/Convert_WideAndDeep_Family_Models.md # docs/MO_DG/prepare_model/convert_model/tf_specific/Convert_YOLO_From_Tensorflow.md # docs/doxygen/Doxyfile.config # docs/doxygen/ie_docs.xml # docs/doxygen/ie_plugin_api.config # docs/doxygen/ngraph_cpp_api.config # docs/doxygen/openvino_docs.xml # docs/get_started/get_started_macos.md # docs/get_started/get_started_raspbian.md # docs/get_started/get_started_windows.md # docs/img/cpu_int8_flow.png # docs/index.md # docs/install_guides/VisionAcceleratorFPGA_Configure.md # docs/install_guides/VisionAcceleratorFPGA_Configure_Windows.md # docs/install_guides/deployment-manager-tool.md # docs/install_guides/installing-openvino-linux.md # docs/install_guides/installing-openvino-macos.md # docs/install_guides/installing-openvino-windows.md # docs/optimization_guide/dldt_optimization_guide.md # inference-engine/ie_bridges/c/include/c_api/ie_c_api.h # inference-engine/ie_bridges/python/docs/api_overview.md # inference-engine/ie_bridges/python/sample/ngraph_function_creation_sample/README.md # inference-engine/ie_bridges/python/sample/speech_sample/README.md # inference-engine/ie_bridges/python/src/openvino/inference_engine/ie_api.pyx # inference-engine/include/ie_api.h # inference-engine/include/ie_core.hpp # inference-engine/include/ie_version.hpp # inference-engine/samples/benchmark_app/README.md # inference-engine/samples/speech_sample/README.md # inference-engine/src/plugin_api/exec_graph_info.hpp # inference-engine/src/plugin_api/file_utils.h # inference-engine/src/transformations/include/transformations_visibility.hpp # inference-engine/tools/benchmark_tool/README.md # ngraph/core/include/ngraph/ngraph.hpp # ngraph/frontend/onnx_common/include/onnx_common/parser.hpp # ngraph/python/src/ngraph/utils/node_factory.py # openvino/itt/include/openvino/itt.hpp # thirdparty/ade # tools/benchmark/README.md * Cherry-picked remove font-family (#8211) * Cherry-picked: Update get_started_scripts.md (#8338) * doc updates (#8268) * Various doc changes * theme changes * remove font-family (#8211) * fix css * Update uninstalling-openvino.md * fix css * fix * Fixes for Installation Guides Co-authored-by: Andrey Zaytsev <andrey.zaytsev@intel.com> Co-authored-by: kblaszczak-intel <karol.blaszczak@intel.com> # Conflicts: # docs/IE_DG/Bfloat16Inference.md # docs/IE_DG/InferenceEngine_QueryAPI.md # docs/IE_DG/OnnxImporterTutorial.md # docs/IE_DG/supported_plugins/AUTO.md # docs/IE_DG/supported_plugins/HETERO.md # docs/IE_DG/supported_plugins/MULTI.md # docs/MO_DG/prepare_model/convert_model/Convert_Model_From_Kaldi.md # docs/MO_DG/prepare_model/convert_model/tf_specific/Convert_YOLO_From_Tensorflow.md # docs/install_guides/installing-openvino-macos.md # docs/install_guides/installing-openvino-windows.md # docs/ops/opset.md # inference-engine/samples/benchmark_app/README.md # inference-engine/tools/benchmark_tool/README.md # thirdparty/ade * Cherry-picked: doc script changes (#8568) * fix openvino-sphinx-theme * add linkcheck target * fix * change version * add doxygen-xfail.txt * fix * AA * fix * fix * fix * fix * fix # Conflicts: # thirdparty/ade * Cherry-pick: Feature/azaytsev/doc updates gna 2021 4 2 (#8567) * Various doc changes * Reformatted C++/Pythob sections. Updated with info from PR8490 * additional fix * Gemini Lake replaced with Elkhart Lake * Fixed links in IGs, Added 12th Gen # Conflicts: # docs/IE_DG/supported_plugins/GNA.md # thirdparty/ade * Cherry-pick: Feature/azaytsev/doc fixes (#8897) * Various doc changes * Removed the empty Learning path topic * Restored the Gemini Lake CPIU list # Conflicts: # docs/IE_DG/supported_plugins/GNA.md # thirdparty/ade * Cherry-pick: sphinx copybutton doxyrest code blocks (#8992) # Conflicts: # thirdparty/ade * Cherry-pick: iframe video enable fullscreen (#9041) # Conflicts: # thirdparty/ade * Cherry-pick: fix untitled titles (#9213) # Conflicts: # thirdparty/ade * Cherry-pick: perf bench graph animation (#9045) * animation * fix # Conflicts: # thirdparty/ade * Cherry-pick: doc pytest (#8888) * docs pytest * fixes # Conflicts: # docs/doxygen/doxygen-ignore.txt # docs/scripts/ie_docs.xml # thirdparty/ade * Cherry-pick: restore deleted files (#9215) * Added new operations to the doc structure (from removed ie_docs.xml) * Additional fixes * Update docs/IE_DG/InferenceEngine_QueryAPI.md Co-authored-by: Helena Kloosterman <helena.kloosterman@intel.com> * Update docs/IE_DG/Int8Inference.md Co-authored-by: Helena Kloosterman <helena.kloosterman@intel.com> * Update Custom_Layers_Guide.md * Changes according to review comments * doc scripts fixes * Update docs/IE_DG/Int8Inference.md Co-authored-by: Helena Kloosterman <helena.kloosterman@intel.com> * Update Int8Inference.md * update xfail * clang format * updated xfail Co-authored-by: Trawinski, Dariusz <dariusz.trawinski@intel.com> Co-authored-by: Nikolay Tyukaev <nikolay.tyukaev@intel.com> Co-authored-by: kblaszczak-intel <karol.blaszczak@intel.com> Co-authored-by: Yury Gorbachev <yury.gorbachev@intel.com> Co-authored-by: Helena Kloosterman <helena.kloosterman@intel.com>
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| Plugin | Device types |
|------------------------------------------|-------------------------------------------------------------------------------------------------------------------------------------------------------------|
|[CPU plugin](CPU.md) |Intel&reg; Xeon&reg; with Intel® Advanced Vector Extensions 2 (Intel® AVX2), Intel® Advanced Vector Extensions 512 (Intel® AVX-512), and AVX512_BF16, Intel&reg; Core&trade; Processors with Intel&reg; AVX2, Intel&reg; Atom&reg; Processors with Intel® Streaming SIMD Extensions (Intel® SSE) |
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|[GPU plugin](GPU.md) |Intel® Graphics, including Intel® HD Graphics, Intel® UHD Graphics, Intel® Iris® Graphics, Intel® Xe Graphics, Intel® Xe MAX Graphics |
|[VPU plugins](VPU.md) |Intel® Neural Compute Stick 2 powered by the Intel® Movidius™ Myriad™ X, Intel® Vision Accelerator Design with Intel® Movidius™ VPUs |
|[GNA plugin](GNA.md) |Intel&reg; Speech Enabling Developer Kit, Amazon Alexa* Premium Far-Field Developer Kit, Intel&reg; Pentium&reg; Silver J5005 Processor, Intel&reg; Pentium&reg; Silver N5000 Processor, Intel&reg; Celeron&reg; J4005 Processor, Intel&reg; Celeron&reg; J4105 Processor, Intel&reg; Celeron&reg; Processor N4100, Intel&reg; Celeron&reg; Processor N4000, Intel&reg; Core&trade; i3-8121U Processor, Intel&reg; Core&trade; i7-1065G7 Processor, Intel&reg; Core&trade; i7-1060G7 Processor, Intel&reg; Core&trade; i5-1035G4 Processor, Intel&reg; Core&trade; i5-1035G7 Processor, Intel&reg; Core&trade; i5-1035G1 Processor, Intel&reg; Core&trade; i5-1030G7 Processor, Intel&reg; Core&trade; i5-1030G4 Processor, Intel&reg; Core&trade; i3-1005G1 Processor, Intel&reg; Core&trade; i3-1000G1 Processor, Intel&reg; Core&trade; i3-1000G4 Processor|
OpenVINO runtime also has several execution capabilities which work on top of other devices:
| Capability | Description |
|------------------------------------------|-------------------------------------------------------------------------------------------------------------------------------------------------------------|
|[Multi-Device execution](../multi_device.md) |Multi-Device enables simultaneous inference of the same model on several devices in parallel |
|[Auto-Device selection](../auto_device_selection.md) |Auto-Device selection enables selecting Intel&reg; device for inference automatically |
|[Heterogeneous execution](../hetero_execution.md) |Heterogeneous execution enables automatic inference splitting between several devices (for example if a device doesn't [support certain operation](#supported-layers))|
|[Automatic Batching](../automatic_batching.md) | Auto-Batching plugin enables the batching (on top of the specified device) that is completely transparent to the application |
Feature/azaytsev/from 2021 4 (#9247) * Added info on DockerHub CI Framework * Feature/azaytsev/change layout (#3295) * Changes according to feedback comments * Replaced @ref's with html links * Fixed links, added a title page for installing from repos and images, fixed formatting issues * Added links * minor fix * Added DL Streamer to the list of components installed by default * Link fixes * Link fixes * ovms doc fix (#2988) * added OpenVINO Model Server * ovms doc fixes Co-authored-by: Trawinski, Dariusz <dariusz.trawinski@intel.com> * Updated openvino_docs.xml * Updated the link to software license agreements * Revert "Updated the link to software license agreements" This reverts commit 706dac500e764bd7534f7005ac6197f827d68cb5. * Docs to Sphinx (#8151) * docs to sphinx * Update GPU.md * Update CPU.md * Update AUTO.md * Update performance_int8_vs_fp32.md * update * update md * updates * disable doc ci * disable ci * fix index.rst Co-authored-by: Andrey Zaytsev <andrey.zaytsev@intel.com> # Conflicts: # .gitignore # docs/CMakeLists.txt # docs/IE_DG/Deep_Learning_Inference_Engine_DevGuide.md # docs/IE_DG/Extensibility_DG/Custom_ONNX_Ops.md # docs/IE_DG/Extensibility_DG/VPU_Kernel.md # docs/IE_DG/InferenceEngine_QueryAPI.md # docs/IE_DG/Int8Inference.md # docs/IE_DG/Integrate_with_customer_application_new_API.md # docs/IE_DG/Model_caching_overview.md # docs/IE_DG/supported_plugins/GPU_RemoteBlob_API.md # docs/IE_DG/supported_plugins/HETERO.md # docs/IE_DG/supported_plugins/MULTI.md # docs/MO_DG/prepare_model/convert_model/Convert_Model_From_Caffe.md # docs/MO_DG/prepare_model/convert_model/Convert_Model_From_Kaldi.md # docs/MO_DG/prepare_model/convert_model/Convert_Model_From_MxNet.md # docs/MO_DG/prepare_model/convert_model/Convert_Model_From_ONNX.md # docs/MO_DG/prepare_model/convert_model/Converting_Model.md # docs/MO_DG/prepare_model/convert_model/Converting_Model_General.md # docs/MO_DG/prepare_model/convert_model/Cutting_Model.md # docs/MO_DG/prepare_model/convert_model/pytorch_specific/Convert_RNNT.md # docs/MO_DG/prepare_model/convert_model/tf_specific/Convert_EfficientDet_Models.md # docs/MO_DG/prepare_model/convert_model/tf_specific/Convert_WideAndDeep_Family_Models.md # docs/MO_DG/prepare_model/convert_model/tf_specific/Convert_YOLO_From_Tensorflow.md # docs/doxygen/Doxyfile.config # docs/doxygen/ie_docs.xml # docs/doxygen/ie_plugin_api.config # docs/doxygen/ngraph_cpp_api.config # docs/doxygen/openvino_docs.xml # docs/get_started/get_started_macos.md # docs/get_started/get_started_raspbian.md # docs/get_started/get_started_windows.md # docs/img/cpu_int8_flow.png # docs/index.md # docs/install_guides/VisionAcceleratorFPGA_Configure.md # docs/install_guides/VisionAcceleratorFPGA_Configure_Windows.md # docs/install_guides/deployment-manager-tool.md # docs/install_guides/installing-openvino-linux.md # docs/install_guides/installing-openvino-macos.md # docs/install_guides/installing-openvino-windows.md # docs/optimization_guide/dldt_optimization_guide.md # inference-engine/ie_bridges/c/include/c_api/ie_c_api.h # inference-engine/ie_bridges/python/docs/api_overview.md # inference-engine/ie_bridges/python/sample/ngraph_function_creation_sample/README.md # inference-engine/ie_bridges/python/sample/speech_sample/README.md # inference-engine/ie_bridges/python/src/openvino/inference_engine/ie_api.pyx # inference-engine/include/ie_api.h # inference-engine/include/ie_core.hpp # inference-engine/include/ie_version.hpp # inference-engine/samples/benchmark_app/README.md # inference-engine/samples/speech_sample/README.md # inference-engine/src/plugin_api/exec_graph_info.hpp # inference-engine/src/plugin_api/file_utils.h # inference-engine/src/transformations/include/transformations_visibility.hpp # inference-engine/tools/benchmark_tool/README.md # ngraph/core/include/ngraph/ngraph.hpp # ngraph/frontend/onnx_common/include/onnx_common/parser.hpp # ngraph/python/src/ngraph/utils/node_factory.py # openvino/itt/include/openvino/itt.hpp # thirdparty/ade # tools/benchmark/README.md * Cherry-picked remove font-family (#8211) * Cherry-picked: Update get_started_scripts.md (#8338) * doc updates (#8268) * Various doc changes * theme changes * remove font-family (#8211) * fix css * Update uninstalling-openvino.md * fix css * fix * Fixes for Installation Guides Co-authored-by: Andrey Zaytsev <andrey.zaytsev@intel.com> Co-authored-by: kblaszczak-intel <karol.blaszczak@intel.com> # Conflicts: # docs/IE_DG/Bfloat16Inference.md # docs/IE_DG/InferenceEngine_QueryAPI.md # docs/IE_DG/OnnxImporterTutorial.md # docs/IE_DG/supported_plugins/AUTO.md # docs/IE_DG/supported_plugins/HETERO.md # docs/IE_DG/supported_plugins/MULTI.md # docs/MO_DG/prepare_model/convert_model/Convert_Model_From_Kaldi.md # docs/MO_DG/prepare_model/convert_model/tf_specific/Convert_YOLO_From_Tensorflow.md # docs/install_guides/installing-openvino-macos.md # docs/install_guides/installing-openvino-windows.md # docs/ops/opset.md # inference-engine/samples/benchmark_app/README.md # inference-engine/tools/benchmark_tool/README.md # thirdparty/ade * Cherry-picked: doc script changes (#8568) * fix openvino-sphinx-theme * add linkcheck target * fix * change version * add doxygen-xfail.txt * fix * AA * fix * fix * fix * fix * fix # Conflicts: # thirdparty/ade * Cherry-pick: Feature/azaytsev/doc updates gna 2021 4 2 (#8567) * Various doc changes * Reformatted C++/Pythob sections. Updated with info from PR8490 * additional fix * Gemini Lake replaced with Elkhart Lake * Fixed links in IGs, Added 12th Gen # Conflicts: # docs/IE_DG/supported_plugins/GNA.md # thirdparty/ade * Cherry-pick: Feature/azaytsev/doc fixes (#8897) * Various doc changes * Removed the empty Learning path topic * Restored the Gemini Lake CPIU list # Conflicts: # docs/IE_DG/supported_plugins/GNA.md # thirdparty/ade * Cherry-pick: sphinx copybutton doxyrest code blocks (#8992) # Conflicts: # thirdparty/ade * Cherry-pick: iframe video enable fullscreen (#9041) # Conflicts: # thirdparty/ade * Cherry-pick: fix untitled titles (#9213) # Conflicts: # thirdparty/ade * Cherry-pick: perf bench graph animation (#9045) * animation * fix # Conflicts: # thirdparty/ade * Cherry-pick: doc pytest (#8888) * docs pytest * fixes # Conflicts: # docs/doxygen/doxygen-ignore.txt # docs/scripts/ie_docs.xml # thirdparty/ade * Cherry-pick: restore deleted files (#9215) * Added new operations to the doc structure (from removed ie_docs.xml) * Additional fixes * Update docs/IE_DG/InferenceEngine_QueryAPI.md Co-authored-by: Helena Kloosterman <helena.kloosterman@intel.com> * Update docs/IE_DG/Int8Inference.md Co-authored-by: Helena Kloosterman <helena.kloosterman@intel.com> * Update Custom_Layers_Guide.md * Changes according to review comments * doc scripts fixes * Update docs/IE_DG/Int8Inference.md Co-authored-by: Helena Kloosterman <helena.kloosterman@intel.com> * Update Int8Inference.md * update xfail * clang format * updated xfail Co-authored-by: Trawinski, Dariusz <dariusz.trawinski@intel.com> Co-authored-by: Nikolay Tyukaev <nikolay.tyukaev@intel.com> Co-authored-by: kblaszczak-intel <karol.blaszczak@intel.com> Co-authored-by: Yury Gorbachev <yury.gorbachev@intel.com> Co-authored-by: Helena Kloosterman <helena.kloosterman@intel.com>
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Devices similar to the ones we have used for benchmarking can be accessed using [Intel® DevCloud for the Edge](https://devcloud.intel.com/edge/), a remote development environment with access to Intel® hardware and the latest versions of the Intel® Distribution of the OpenVINO™ Toolkit. [Learn more](https://devcloud.intel.com/edge/get_started/devcloud/) or [Register here](https://inteliot.force.com/DevcloudForEdge/s/).
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## Features support matrix
The table below demonstrates support of key features by OpenVINO device plugins.
| Capability | CPU | [GPU](./GPU.md) | GNA | VPU |
| ---------- | --- | --- | --- | --- |
| [Heterogeneous execution](../hetero_execution.md)| Yes | Yes | ? | ? |
| [Multi-device execution](../multi_device.md) | Yes | Yes | ? | ? |
| [Automatic batching](../automatic_batching.md) | No | Yes | ? | ? |
| [Multi-stream execution](@ref openvino_docs_optimization_guide_dldt_optimization_guide) | Yes | Yes | ? | ? |
| [Models caching](../Model_caching_overview.md) | Yes | Partial | ? | ? |
| [Dynamic shapes](../ov_dynamic_shapes.md) | Yes | Partial | ? | ? |
| Import/Export | Yes | No | ? | ? |
| [Preprocessing acceleration](../preprocessing_overview.md) | Yes | Yes | ? | ? |
| [Stateful models](../network_state_intro.md) | Yes | No | ? | ? |
| [Extensibility](@ref openvino_docs_Extensibility_UG_Intro) | Yes | Yes | ? | ? |
For more details on plugin specific feature limitation see corresponding plugin pages.