Files
openvino/docs/ops/opset5.md

158 lines
6.2 KiB
Markdown
Raw Normal View History

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
# opset5 {#openvino_docs_ops_opset5}
This specification document describes `opset5` operation set supported in OpenVINO.
Support for each particular operation from the list below depends on the capabilities available in a inference plugin
and may vary among different hardware platforms and devices. Examples of operation instances are expressed as IR V10 xml
2022-02-25 07:02:09 +03:00
snippets. Such IR is generated by the Model Optimizer. The semantics match corresponding OpenVINO operation classes
declared in `namespace opset5`.
## Table of Contents <a name="toc"></a>
* [Abs](arithmetic/Abs_1.md)
* [Acos](arithmetic/Acos_1.md)
* [Acosh](arithmetic/Acosh_3.md)
* [Add](arithmetic/Add_1.md)
* [Asin](arithmetic/Asin_1.md)
* [Asinh](arithmetic/Asinh_3.md)
* [Assign](infrastructure/Assign_3.md)
* [Atan](arithmetic/Atan_1.md)
* [Atanh](arithmetic/Atanh_3.md)
* [AvgPool](pooling/AvgPool_1.md)
* [BatchNormInference](normalization/BatchNormInference_5.md)
* [BatchToSpace](movement/BatchToSpace_2.md)
* [BinaryConvolution](convolution/BinaryConvolution_1.md)
* [Broadcast](movement/Broadcast_3.md)
* [Bucketize](condition/Bucketize_3.md)
* [CTCGreedyDecoder](sequence/CTCGreedyDecoder_1.md)
* [CTCLoss](sequence/CTCLoss_4.md)
* [Ceiling](arithmetic/Ceiling_1.md)
* [Clamp](activation/Clamp_1.md)
* [Concat](movement/Concat_1.md)
* [Constant](infrastructure/Constant_1.md)
* [Convert](type/Convert_1.md)
* [ConvertLike](type/ConvertLike_1.md)
* [Convolution](convolution/Convolution_1.md)
* [ConvolutionBackpropData](convolution/ConvolutionBackpropData_1.md)
* [Cos](arithmetic/Cos_1.md)
* [Cosh](arithmetic/Cosh_1.md)
* [CumSum](arithmetic/CumSum_3.md)
* [DeformableConvolution](convolution/DeformableConvolution_1.md)
* [DeformablePSROIPooling](detection/DeformablePSROIPooling_1.md)
* [DepthToSpace](movement/DepthToSpace_1.md)
* [DetectionOutput](detection/DetectionOutput_1.md)
* [Divide](arithmetic/Divide_1.md)
* [Elu](activation/Elu_1.md)
* [EmbeddingBagOffsetsSum](sparse/EmbeddingBagOffsetsSum_3.md)
* [EmbeddingBagPackedSum](sparse/EmbeddingBagPackedSum_3.md)
* [EmbeddingSegmentsSum](sparse/EmbeddingSegmentsSum_3.md)
* [Equal](comparison/Equal_1.md)
* [Erf](arithmetic/Erf_1.md)
* [Exp](activation/Exp_1.md)
* [ExtractImagePatches](movement/ExtractImagePatches_3.md)
* [FakeQuantize](quantization/FakeQuantize_1.md)
* [Floor](arithmetic/Floor_1.md)
* [FloorMod](arithmetic/FloorMod_1.md)
* [Gather](movement/Gather_1.md)
* [GatherND_5](movement/GatherND_5.md)
* [GatherTree](movement/GatherTree_1.md)
* [Gelu](activation/GELU_2.md)
* [Greater](comparison/Greater_1.md)
* [GreaterEqual](comparison/GreaterEqual_1.md)
* [GRN](normalization/GRN_1.md)
* [GroupConvolution](convolution/GroupConvolution_1.md)
* [GroupConvolutionBackpropData](convolution/GroupConvolutionBackpropData_1.md)
* [GRUCell](sequence/GRUCell_3.md)
* [GRUSequence](sequence/GRUSequence_5.md)
* [HardSigmoid](activation/HardSigmoid_1.md)
* [HSigmoid](activation/HSigmoid_5.md)
* [HSwish](activation/HSwish_4.md)
* [Interpolate](image/Interpolate_4.md)
* [Less](comparison/Less_1.md)
* [LessEqual](comparison/LessEqual_1.md)
* [Log](arithmetic/Log_1.md)
* [LogicalAnd](logical/LogicalAnd_1.md)
* [LogicalNot](logical/LogicalNot_1.md)
* [LogicalOr](logical/LogicalOr_1.md)
* [LogicalXor](logical/LogicalXor_1.md)
* [LogSoftmax](activation/LogSoftmax_5.md)
* [Loop](infrastructure/Loop_5.md)
* [LRN](normalization/LRN_1.md)
* [LSTMCell](sequence/LSTMCell_1.md)
* [LSTMSequence](sequence/LSTMSequence_1.md)
* [MatMul](matrix/MatMul_1.md)
* [MaxPool](pooling/MaxPool_1.md)
* [Maximum](arithmetic/Maximum_1.md)
* [Minimum](arithmetic/Minimum_1.md)
* [Mish](activation/Mish_4.md)
* [Mod](arithmetic/Mod_1.md)
* [MVN](normalization/MVN_1.md)
* [Multiply](arithmetic/Multiply_1.md)
* [Negative](arithmetic/Negative_1.md)
* [NonMaxSuppression](sort/NonMaxSuppression_5.md)
* [NonZero](condition/NonZero_3.md)
* [NormalizeL2](normalization/NormalizeL2_1.md)
* [NotEqual](comparison/NotEqual_1.md)
* [OneHot](sequence/OneHot_1.md)
* [Pad](movement/Pad_1.md)
* [Parameter](infrastructure/Parameter_1.md)
* [Power](arithmetic/Power_1.md)
* [PReLU](activation/PReLU_1.md)
* [PriorBoxClustered](detection/PriorBoxClustered_1.md)
* [PriorBox](detection/PriorBox_1.md)
* [Proposal](detection/Proposal_4.md)
* [PSROIPooling](detection/PSROIPooling_1.md)
* [Range](generation/Range_4.md)
* [ReLU](activation/ReLU_1.md)
* [ReadValue](infrastructure/ReadValue_3.md)
* [ReduceL1](reduction/ReduceL1_4.md)
* [ReduceL2](reduction/ReduceL2_4.md)
* [ReduceLogicalAnd](reduction/ReduceLogicalAnd_1.md)
* [ReduceLogicalOr](reduction/ReduceLogicalOr_1.md)
* [ReduceMax](reduction/ReduceMax_1.md)
* [ReduceMean](reduction/ReduceMean_1.md)
* [ReduceMin](reduction/ReduceMin_1.md)
* [ReduceProd](reduction/ReduceProd_1.md)
* [ReduceSum](reduction/ReduceSum_1.md)
* [RegionYolo](detection/RegionYolo_1.md)
* [ReorgYolo](detection/ReorgYolo_1.md)
* [Reshape](shape/Reshape_1.md)
* [Result](infrastructure/Result_1.md)
* [Reverse](movement/Reverse_1.md)
* [ReverseSequence](movement/ReverseSequence_1.md)
* [RNNCell](sequence/RNNCell_3.md)
* [RNNSequence](sequence/RNNSequence_5.md)
* [ROIAlign](detection/ROIAlign_3.md)
* [ROIPooling](detection/ROIPooling_1.md)
* [Round](arithmetic/Round_5.md)
* [ScatterElementsUpdate](movement/ScatterElementsUpdate_3.md)
* [ScatterNDUpdate](movement/ScatterNDUpdate_3.md)
* [ScatterUpdate](movement/ScatterUpdate_3.md)
* [Select](condition/Select_1.md)
* [Selu](activation/Selu_1.md)
* [ShapeOf](shape/ShapeOf_3.md)
* [ShuffleChannels](movement/ShuffleChannels_1.md)
* [Sigmoid](activation/Sigmoid_1.md)
* [Sign](arithmetic/Sign_1.md)
* [Sin](arithmetic/Sin_1.md)
* [Sinh](arithmetic/Sinh_1.md)
* [SoftMax](activation/SoftMax_1.md)
* [SoftPlus](activation/SoftPlus_4.md)
* [SpaceToBatch](movement/SpaceToBatch_2.md)
* [SpaceToDepth](movement/SpaceToDepth_1.md)
* [Split](movement/Split_1.md)
* [Sqrt](arithmetic/Sqrt_1.md)
* [SquaredDifference](arithmetic/SquaredDifference_1.md)
* [Squeeze](shape/Squeeze_1.md)
* [StridedSlice](movement/StridedSlice_1.md)
* [Subtract](arithmetic/Subtract_1.md)
* [Swish](activation/Swish_4.md)
* [Tan](arithmetic/Tan_1.md)
* [Tanh](arithmetic/Tanh_1.md)
* [TensorIterator](infrastructure/TensorIterator_1.md)
* [Tile](movement/Tile_1.md)
* [TopK](sort/TopK_3.md)
* [Transpose](movement/Transpose_1.md)
* [Unsqueeze](shape/Unsqueeze_1.md)
* [VariadicSplit](movement/VariadicSplit_1.md)