diff --git a/docs/articles_en/documentation/legacy-features/transition-legacy-conversion-api/legacy-conversion-api/[legacy]-supported-model-formats/[legacy]-conversion-tutorials/convert-tensorflow-object-detection.rst b/docs/articles_en/documentation/legacy-features/transition-legacy-conversion-api/legacy-conversion-api/[legacy]-supported-model-formats/[legacy]-conversion-tutorials/convert-tensorflow-object-detection.rst index 7e86344b99524c..3eb5a93e6e0feb 100644 --- a/docs/articles_en/documentation/legacy-features/transition-legacy-conversion-api/legacy-conversion-api/[legacy]-supported-model-formats/[legacy]-conversion-tutorials/convert-tensorflow-object-detection.rst +++ b/docs/articles_en/documentation/legacy-features/transition-legacy-conversion-api/legacy-conversion-api/[legacy]-supported-model-formats/[legacy]-conversion-tutorials/convert-tensorflow-object-detection.rst @@ -16,7 +16,7 @@ Converting TensorFlow Object Detection API Models This guide describes a deprecated conversion method. The guide on the new and recommended method can be found in the :doc:`Python tutorials <../../../../../../learn-openvino/interactive-tutorials-python>`. -* Starting with the 2022.1 release, model conversion API can convert the TensorFlow Object Detection API Faster and Mask RCNNs topologies differently. By default, model conversion adds operation "Proposal" to the generated IR. This operation needs an additional input to the model with name "image_info" which should be fed with several values describing the preprocessing applied to the input image (refer to the :doc:`Proposal <../../../../../openvino-ir-format/operation-sets/operations-specifications/detection/proposal-4>` operation specification for more information). However, this input is redundant for the models trained and inferred with equal size images. Model conversion API can generate IR for such models and insert operation :doc:`DetectionOutput <../../../../../openvino-ir-format/operation-sets/operations-specifications/detection/detectionoutput-1>` instead of ``Proposal``. The `DetectionOutput` operation does not require additional model input "image_info". Moreover, for some models the produced inference results are closer to the original TensorFlow model. In order to trigger new behavior, the attribute "operation_to_add" in the corresponding JSON transformation configuration file should be set to value "DetectionOutput" instead of default one "Proposal". +* Starting with the 2022.1 release, model conversion API can convert the TensorFlow Object Detection API Faster and Mask RCNNs topologies differently. By default, model conversion adds operation "Proposal" to the generated IR. This operation needs an additional input to the model with name "image_info" which should be fed with several values describing the preprocessing applied to the input image (refer to the :doc:`Proposal <../../../../../openvino-ir-format/operation-sets/operation-specs/detection/proposal-4>` operation specification for more information). However, this input is redundant for the models trained and inferred with equal size images. Model conversion API can generate IR for such models and insert operation :doc:`DetectionOutput <../../../../../openvino-ir-format/operation-sets/operation-specs/detection/detectionoutput-1>` instead of ``Proposal``. The `DetectionOutput` operation does not require additional model input "image_info". Moreover, for some models the produced inference results are closer to the original TensorFlow model. In order to trigger new behavior, the attribute "operation_to_add" in the corresponding JSON transformation configuration file should be set to value "DetectionOutput" instead of default one "Proposal". * Starting with the 2021.1 release, model conversion API converts the TensorFlow Object Detection API SSDs, Faster and Mask RCNNs topologies keeping shape-calculating sub-graphs by default, so topologies can be re-shaped in the OpenVINO Runtime using dedicated reshape API. Refer to the :doc:`Using Shape Inference <../../../../../../openvino-workflow/running-inference/changing-input-shape>` guide for more information on how to use this feature. It is possible to change the both spatial dimensions of the input image and batch size. * To generate IRs for TF 1 SSD topologies, model conversion API creates a number of ``PriorBoxClustered`` operations instead of a constant node with prior boxes calculated for the particular input image size. This change allows you to reshape the topology in the OpenVINO Runtime using dedicated API. The reshaping is supported for all SSD topologies except FPNs, which contain hardcoded shapes for some operations preventing from changing topology input shape. diff --git a/docs/articles_en/documentation/legacy-features/transition-legacy-conversion-api/legacy-conversion-api/[legacy]-troubleshooting-reshape-errors.rst b/docs/articles_en/documentation/legacy-features/transition-legacy-conversion-api/legacy-conversion-api/[legacy]-troubleshooting-reshape-errors.rst index 98fe6ecd4cdc96..18cc42f36ad6ec 100644 --- a/docs/articles_en/documentation/legacy-features/transition-legacy-conversion-api/legacy-conversion-api/[legacy]-troubleshooting-reshape-errors.rst +++ b/docs/articles_en/documentation/legacy-features/transition-legacy-conversion-api/legacy-conversion-api/[legacy]-troubleshooting-reshape-errors.rst @@ -5,8 +5,8 @@ .. meta:: - :description: In OpenVINO™, you can use several methods to address the issues - of non-reshape-able models and shape collision, which prevent + :description: In OpenVINO™, you can use several methods to address the issues + of non-reshape-able models and shape collision, which prevent normal shape propagation. @@ -21,8 +21,8 @@ Operation semantics may impose restrictions on input shapes of the operation. Shape collision during shape propagation may be a sign that new shape does not satisfy the restrictions. Changing the model input shape may result in intermediate operations shape collision. For example, in the following: -* The :doc:`Reshape <../../../openvino-ir-format/operation-sets/operations-specifications/shape/reshape-1>` operation with a hard-coded output shape value, -* The :doc:`MatMul <../../../openvino-ir-format/operation-sets/operations-specifications/matrix/matmul-1>` operation with the ``Const`` second input and this input cannot be resized by spatial dimensions due to operation semantics. +* The :doc:`Reshape <../../../openvino-ir-format/operation-sets/operation-specs/shape/reshape-1>` operation with a hard-coded output shape value, +* The :doc:`MatMul <../../../openvino-ir-format/operation-sets/operation-specs/matrix/matmul-1>` operation with the ``Const`` second input and this input cannot be resized by spatial dimensions due to operation semantics. Model structure and logic should not change significantly after model reshaping. @@ -46,7 +46,7 @@ To fix some operators which prevent normal shape propagation: With ``1:reshaped[2]``, it is required to cut the second input (counting from zero, so ``1:`` means the second input) of the operation named ``reshaped`` and replace it with a ``Parameter`` with shape ``[2]``. With ``->[0 -1]``, this new ``Parameter`` is replaced by a ``Constant`` operator which has the ``[0, -1]`` value. - Since the ``Reshape`` operator has ``0`` and ``-1`` as specific values, it allows propagating shapes freely without losing the intended meaning of ``Reshape``. For more information, see :doc:`the specification <../../../openvino-ir-format/operation-sets/operations-specifications/shape/reshape-1>`. + Since the ``Reshape`` operator has ``0`` and ``-1`` as specific values, it allows propagating shapes freely without losing the intended meaning of ``Reshape``. For more information, see :doc:`the specification <../../../openvino-ir-format/operation-sets/operation-specs/shape/reshape-1>`. .. image:: ../../../../_static/images/batch_relaxation.png diff --git a/docs/articles_en/documentation/legacy-features/transition-legacy-conversion-api/legacy-model-optimizer-extensibility.rst b/docs/articles_en/documentation/legacy-features/transition-legacy-conversion-api/legacy-model-optimizer-extensibility.rst index 21c00658044b74..965e6be70f4c80 100644 --- a/docs/articles_en/documentation/legacy-features/transition-legacy-conversion-api/legacy-model-optimizer-extensibility.rst +++ b/docs/articles_en/documentation/legacy-features/transition-legacy-conversion-api/legacy-model-optimizer-extensibility.rst @@ -17,11 +17,11 @@ Legacy Model Optimizer Extensibility The code described here has been **deprecated!** Do not use it to avoid working with a legacy solution. It will be kept for some time to ensure backwards compatibility, but **you should not use** it in contemporary applications. - This guide describes a deprecated TensorFlow conversion method. The guide on the new and recommended method, using a new frontend, can be found in the :doc:`Frontend Extensions <../../openvino-extensibility/frontend-extensions>` article. + This guide describes a deprecated TensorFlow conversion method. The guide on the new and recommended method, using a new frontend, can be found in the :doc:`Frontend Extensions <../../openvino-extensibility/frontend-extensions>` article. This article describes Model Optimizer internals. Altering them may result in application instability, and in case of future changes to the API, lack of backward compatibility. -.. note:: +.. note:: If you want to add support for ONNX, TensorFlow Lite, PaddlePaddle or TensorFlow operations, or you are not familiar with other extension alternatives in OpenVINO, read :doc:`this guide <../../openvino-extensibility>` instead. .. _model-optimizer-extensibility: @@ -32,13 +32,13 @@ This mechanism is a core part of Model Optimizer, as a huge set of examples show There are several cases when the customization is needed: * A model contains operation(s) not known for the Model Optimizer, but these operation(s) could be expressed as a combination of supported operations. In this case, a custom transformation should be implemented to replace unsupported operation(s) with supported ones. -* A model contains a sub-graph of operations that can be replaced with a smaller number of operations to get better performance. This example corresponds to so-called *fusing transformations* (e.g., replacing a sub-graph performing the calculation :math:`x/(1.0+e^{-(beta*x)})` with a single operation of type :doc:`Swish <../../openvino-ir-format/operation-sets/operations-specifications/activation/swish-4>`. +* A model contains a sub-graph of operations that can be replaced with a smaller number of operations to get better performance. This example corresponds to so-called *fusing transformations* (e.g., replacing a sub-graph performing the calculation :math:`x/(1.0+e^{-(beta*x)})` with a single operation of type :doc:`Swish <../../openvino-ir-format/operation-sets/operation-specs/activation/swish-4>`. * A model contains a custom framework operation (the operation that is not a part of an official operation set of the framework) that was developed using the framework extensibility mechanism. In this case, Model Optimizer should know how to handle the operation and generate a corresponding section in an IR for it. It is necessary to figure out how Model Optimizer represents a model in a memory and converts it to an IR before going into details of the Model Optimizer extensibility mechanism. -.. note:: +.. note:: All paths in this article are provided relatively to the Model Optimizer installation directory if not stated otherwise. .. _mo_model_representation_in_memory: @@ -59,7 +59,7 @@ dictionary, and provides many convenient methods to work with the node. For exam name ``my_attr`` can be retrieved from the node with the following code ``my_node.my_attr``, which is equivalent to obtaining attribute with name ``my_attr`` in the ``graph.node[my_node]`` dictionary. For the class implementation details, refer to the ``mo/graph/graph.py`` file. -An operation may have several inputs and outputs. For example, operation :doc:`Split <../../openvino-ir-format/operation-sets/operations-specifications/movement/split-1>` has +An operation may have several inputs and outputs. For example, operation :doc:`Split <../../openvino-ir-format/operation-sets/operation-specs/movement/split-1>` has two inputs: data to split and axis to split along, and variable number of outputs depending on a value of attribute ``num_splits``. Each input data to the operation is passed to a specific operation **input port**. An operation produces the output data from an **output port**. Input and output ports are numbered from 0 independently. Model Optimizer uses @@ -95,7 +95,7 @@ using Python bindings provided with the framework and builds an in-memory repres is a separate loader for each supported framework. These loaders are implemented in the ``extensions/load//loader.py`` files of Model Optimizer. -.. note:: +.. note:: Model Optimizer uses a special parser for Caffe models built on top of the ``caffe.proto`` file. In the case of a model loading failure, Model Optimizer throws an error and requests preparation of the parser that can read the model. For more information on how to prepare the custom Caffe parser, refer to the :ref:`question #1 ` in the :doc:`Model Optimizer FAQ `. The result of a model loading step is a ``Graph`` object, which can be depicted like in the following example: @@ -104,8 +104,8 @@ The result of a model loading step is a ``Graph`` object, which can be depicted Model Optimizer loader saves an operation instance framework description (usually it is a Protobuf message) into a node attribute usually with a name ``pb`` for each operation of an input model. It is important that this is a -**framework-specific** description of an operation. This means that an operation (e.g. -:doc:`Convolution <../../openvino-ir-format/operation-sets/operations-specifications/convolution/convolution-1>` may be represented differently in, for example, Caffe and +**framework-specific** description of an operation. This means that an operation (e.g. +:doc:`Convolution <../../openvino-ir-format/operation-sets/operation-specs/convolution/convolution-1>` may be represented differently in, for example, Caffe and TensorFlow frameworks but performs the same calculations from a mathematical point of view. In the image above, the **Operation 2** has one input and two outputs. The tensor produced from the output **port 0** is @@ -156,7 +156,7 @@ During the front phase, Model Optimizer knows shape of the model inputs and cons transformation. For example, the transformation ``extensions/front/TopKNormalize.py`` removes an attribute ``k`` from a ``TopK`` node and adds an input constant with the value ``k``. The transformation is needed to convert a ``TopK`` operation. It comes from frameworks, where a number of output elements is defined as an attribute of the operation to the -OpenVINO :doc:`TopK <../../openvino-ir-format/operation-sets/operations-specifications/sort/top-k-3>` operation semantic, which requires this value to be a separate input. +OpenVINO :doc:`TopK <../../openvino-ir-format/operation-sets/operation-specs/sort/top-k-3>` operation semantic, which requires this value to be a separate input. It is important to mention that sometimes it seems like transformation cannot be implemented during the front phase because the actual values of inputs or shapes are needed. In fact, manipulations of shapes or values can be implemented @@ -165,9 +165,9 @@ using operations that are added to the graph. Consider the `Flatten `__ operation with a sub-graph of operations performing the following (when ``axis`` is not equal to 0 and 1): -1. Calculate a shape of the ``Flatten`` input tensor, using the :doc:`ShapeOf <../../openvino-ir-format/operation-sets/operations-specifications/shape/shape-of-3>` operation. -2. Get the first ``axis`` elements from the output of ``Shape`` operation and calculate their product, using the :doc:`ReduceProd <../../openvino-ir-format/operation-sets/operations-specifications/reduction/reduce-prod-1>` operation. -3. Concatenate output of the ``ReduceProd`` and constant with the value of ``-1`` (for an explanation of this value refer to the :doc:`Reshape <../../openvino-ir-format/operation-sets/operations-specifications/shape/reshape-1>` specification page). +1. Calculate a shape of the ``Flatten`` input tensor, using the :doc:`ShapeOf <../../openvino-ir-format/operation-sets/operation-specs/shape/shape-of-3>` operation. +2. Get the first ``axis`` elements from the output of ``Shape`` operation and calculate their product, using the :doc:`ReduceProd <../../openvino-ir-format/operation-sets/operation-specs/reduction/reduce-prod-1>` operation. +3. Concatenate output of the ``ReduceProd`` and constant with the value of ``-1`` (for an explanation of this value refer to the :doc:`Reshape <../../openvino-ir-format/operation-sets/operation-specs/shape/reshape-1>` specification page). 4. Use the concatenated value as the second input to the ``Reshape`` operation. It is highly recommended to write shape-agnostic transformations to avoid model reshape-ability issues. For more information related to the reshaping of a model, refer to the :doc:`Using Shape Inference <../../../openvino-workflow/running-inference/changing-input-shape>` guide. @@ -183,22 +183,22 @@ Partial Inference Model Optimizer performs a partial inference of a model during model conversion. This procedure includes output shapes calculation of all operations in a model and constant folding (value calculation for constant sub-graphs). The constant folding is needed for the shape inference because in some cases evaluation of constant sub-graph is needed to calculate -output shapes. For example, the output shape for the :doc:`Reshape <../../openvino-ir-format/operation-sets/operations-specifications/shape/reshape-1>` operation may be -defined as a mathematical expression using the :doc:`ShapeOf <../../openvino-ir-format/operation-sets/operations-specifications/shape/shape-of-3>` operation output. +output shapes. For example, the output shape for the :doc:`Reshape <../../openvino-ir-format/operation-sets/operation-specs/shape/reshape-1>` operation may be +defined as a mathematical expression using the :doc:`ShapeOf <../../openvino-ir-format/operation-sets/operation-specs/shape/shape-of-3>` operation output. .. note:: - Model Optimizer does not fold sub-graphs starting from the :doc:`ShapeOf <../../openvino-ir-format/operation-sets/operations-specifications/shape/shape-of-3>` operation by default because this leads to a model non-reshape-ability (the command-line parameter ``--static_shape`` can override this behavior). For more information related to reshaping of a model, refer to the :doc:`Using Shape Inference <../../../openvino-workflow/running-inference/changing-input-shape>` guide. + Model Optimizer does not fold sub-graphs starting from the :doc:`ShapeOf <../../openvino-ir-format/operation-sets/operation-specs/shape/shape-of-3>` operation by default because this leads to a model non-reshape-ability (the command-line parameter ``--static_shape`` can override this behavior). For more information related to reshaping of a model, refer to the :doc:`Using Shape Inference <../../../openvino-workflow/running-inference/changing-input-shape>` guide. Model Optimizer calculates output shapes for all operations in a model to write them to Intermediate Representation files. -.. note:: - This is a legacy requirement. Starting with IR version 10, OpenVINO Runtime needs to know shapes of the :doc:`Const <../../openvino-ir-format/operation-sets/operations-specifications/infrastructure/constant-1>` and the :doc:`Parameter <../../openvino-ir-format/operation-sets/operations-specifications/infrastructure/parameter-1>` operations only. The OpenVINO Runtime calculates output shapes for all operations in a model, using shapes of :doc:`Parameter <../../openvino-ir-format/operation-sets/operations-specifications/infrastructure/parameter-1>` and :doc:`Const <../../openvino-ir-format/operation-sets/operations-specifications/infrastructure/constant-1>` operations defined with respective operation attributes. +.. note:: + This is a legacy requirement. Starting with IR version 10, OpenVINO Runtime needs to know shapes of the :doc:`Const <../../openvino-ir-format/operation-sets/operation-specs/infrastructure/constant-1>` and the :doc:`Parameter <../../openvino-ir-format/operation-sets/operation-specs/infrastructure/parameter-1>` operations only. The OpenVINO Runtime calculates output shapes for all operations in a model, using shapes of :doc:`Parameter <../../openvino-ir-format/operation-sets/operation-specs/infrastructure/parameter-1>` and :doc:`Const <../../openvino-ir-format/operation-sets/operation-specs/infrastructure/constant-1>` operations defined with respective operation attributes. Model Optimizer inserts **data** nodes to the computation graph before starting the partial inference phase. The data node corresponds to the specific tensor produced with the operation. Each data node contains two attributes: ``shape``, containing the shape of the tensor, and ``value``, which may contain the actual value of the tensor. The value for a ``value`` attribute is equal to ``None`` if this tensor value cannot be calculated. This happens in two cases: when a tensor value -depends on a values passed to the :doc:`Parameter <../../openvino-ir-format/operation-sets/operations-specifications/infrastructure/parameter-1>` operation of a model or +depends on a values passed to the :doc:`Parameter <../../openvino-ir-format/operation-sets/operation-specs/infrastructure/parameter-1>` operation of a model or Model Optimizer does not have value propagation implementation for the operation. Before running partial inference, the graph can be depicted like in the following example: @@ -223,12 +223,12 @@ refer to the :doc:`Model Optimizer Operation ` operation (the full version is +example of the shape infer function for the :doc:`Reshape <../../openvino-ir-format/operation-sets/operation-specs/shape/reshape-1>` operation (the full version is available in the ``mo/ops/reshape.py`` file): .. code-block:: py :force: - + @staticmethod def infer(node: Node): name = node.soft_get('name', node.id) @@ -272,13 +272,13 @@ There are several middle transformations responsible for changing model layout f This layout change is disabled automatically if the model does not have operations that OpenVINO™ needs to execute in the NCHW layout, for example, Convolutions in NHWC layout. -For more details on how it works, refer to the source code of the transformations mentioned in the below summary of the process: +For more details on how it works, refer to the source code of the transformations mentioned in the below summary of the process: 1. Model Optimizer changes output shapes of most of operations producing 4D and 5D (four dimensional and five dimensional) tensors as if they were in NHWC layout to NCHW layout: ``nchw_shape = np.array(nhwc_shape)[0, 3, 1, 2]`` for 4D and ``nchw_shape = np.array(nhwc_shape)[0, 4, 1, 2, 3]`` for 5D. This permutation does not happen for some operations with specific conditions identified during a model conversion. -2. Model Optimizer inserts :doc:`Gather <../../openvino-ir-format/operation-sets/operations-specifications/movement/gather-1>` operations to the sub-graph relates to shapes calculation in order to perform shape calculation in a correct layout. -3. Model Optimizer inserts :doc:`Transpose <../../openvino-ir-format/operation-sets/operations-specifications/movement/transpose-1>` operations for some operations with specific conditions, identified during a model conversion, to produce correct inference results. +2. Model Optimizer inserts :doc:`Gather <../../openvino-ir-format/operation-sets/operation-specs/movement/gather-1>` operations to the sub-graph relates to shapes calculation in order to perform shape calculation in a correct layout. +3. Model Optimizer inserts :doc:`Transpose <../../openvino-ir-format/operation-sets/operation-specs/movement/transpose-1>` operations for some operations with specific conditions, identified during a model conversion, to produce correct inference results. -The main transformations responsible for a layout change are: +The main transformations responsible for a layout change are: * ``extensions/middle/ApplyPermutations.py`` * ``extensions/middle/InsertLayoutPropagationTransposes.py`` diff --git a/docs/articles_en/documentation/legacy-features/transition-legacy-conversion-api/legacy-model-optimizer-extensibility/[legacy]-graph-traversal-and-modification.rst b/docs/articles_en/documentation/legacy-features/transition-legacy-conversion-api/legacy-model-optimizer-extensibility/[legacy]-graph-traversal-and-modification.rst index 6de016554be655..1c8aa73b014cbd 100644 --- a/docs/articles_en/documentation/legacy-features/transition-legacy-conversion-api/legacy-model-optimizer-extensibility/[legacy]-graph-traversal-and-modification.rst +++ b/docs/articles_en/documentation/legacy-features/transition-legacy-conversion-api/legacy-model-optimizer-extensibility/[legacy]-graph-traversal-and-modification.rst @@ -4,44 +4,44 @@ =========================================== .. meta:: - :description: Learn about deprecated APIs and the Port and Connection classes + :description: Learn about deprecated APIs and the Port and Connection classes in Model Optimizer used for graph traversal and transformation. .. danger:: The code described here has been **deprecated!** Do not use it to avoid working with a legacy solution. It will be kept for some time to ensure backwards compatibility, but **you should not use** it in contemporary applications. - This guide describes a deprecated TensorFlow conversion method. The guide on the new and recommended method, using a new frontend, can be found in the :doc:`Frontend Extensions <../../../openvino-extensibility/frontend-extensions>` article. + This guide describes a deprecated TensorFlow conversion method. The guide on the new and recommended method, using a new frontend, can be found in the :doc:`Frontend Extensions <../../../openvino-extensibility/frontend-extensions>` article. There are three APIs for a graph traversal and transformation used in the Model Optimizer: 1. The API provided with the ``networkx`` Python library for the ``networkx.MultiDiGraph`` class, which is the base class for -the ``mo.graph.graph.Graph`` object. For example, the following methods belong to this API level: +the ``mo.graph.graph.Graph`` object. For example, the following methods belong to this API level: * ``graph.add_edges_from([list])``, -* ``graph.add_node(x, attrs)``, -* ``graph.out_edges(node_id)`` +* ``graph.add_node(x, attrs)``, +* ``graph.out_edges(node_id)`` * other methods where ``graph`` is a an instance of the ``networkx.MultiDiGraph`` class. -**This is the lowest-level API. Avoid using it in the Model Optimizer transformations**. For more details, refer to the :ref:`Model Representation in Memory ` section. +**This is the lowest-level API. Avoid using it in the Model Optimizer transformations**. For more details, refer to the :ref:`Model Representation in Memory ` section. 2. The API built around the ``mo.graph.graph.Node`` class. The ``Node`` class is the primary class to work with graph nodes and their attributes. Examples of such methods and functions are: -* ``node.in_node(y)``, +* ``node.in_node(y)``, * ``node.out_node(x)``, * ``node.get_outputs()``, * ``node.insert_node_after(n1, y)``, * ``create_edge(n1, n2)`` -**There are some "Node" class methods not recommended for use and some functions defined in the mo.graph.graph have been deprecated**. For more details, refer to the ``mo/graph/graph.py`` file. +**There are some "Node" class methods not recommended for use and some functions defined in the mo.graph.graph have been deprecated**. For more details, refer to the ``mo/graph/graph.py`` file. 3. The high-level API called Model Optimizer Graph API, which uses ``mo.graph.graph.Graph``, ``mo.graph.port.Port`` and ``mo.graph.connection.Connection`` classes. For example, the following methods belong to this API level: -* ``node.in_port(x)``, -* ``node.out_port(y)``, -* ``port.get_connection()``, +* ``node.in_port(x)``, +* ``node.out_port(y)``, +* ``port.get_connection()``, * ``connection.get_source()``, * ``connection.set_destination(dest_port)`` @@ -49,9 +49,9 @@ and their attributes. Examples of such methods and functions are: The main benefit of using the Model Optimizer Graph API is that it hides some internal implementation details (the fact that the graph contains data nodes), provides API to perform safe and predictable graph manipulations, and adds operation -semantic to the graph. This is achieved with introduction of concepts of ports and connections. +semantic to the graph. This is achieved with introduction of concepts of ports and connections. -.. note:: +.. note:: This article is dedicated to the Model Optimizer Graph API only and does not cover other two non-recommended APIs. .. _mo_intro_ports: @@ -60,22 +60,22 @@ semantic to the graph. This is achieved with introduction of concepts of ports a Ports ===== -An operation semantic describes how many inputs and outputs the operation has. For example, -:doc:`Parameter <../../../openvino-ir-format/operation-sets/operations-specifications/infrastructure/parameter-1>` and :doc:`Const <../../../openvino-ir-format/operation-sets/operations-specifications/infrastructure/constant-1>` operations have no -inputs and have one output, :doc:`ReLU <../../../openvino-ir-format/operation-sets/operations-specifications/activation/relu-1>` operation has one input and one output, -:doc:`Split <../../../openvino-ir-format/operation-sets/operations-specifications/movement/split-1>` operation has 2 inputs and a variable number of outputs depending on the value of the +An operation semantic describes how many inputs and outputs the operation has. For example, +:doc:`Parameter <../../../openvino-ir-format/operation-sets/operation-specs/infrastructure/parameter-1>` and :doc:`Const <../../../openvino-ir-format/operation-sets/operation-specs/infrastructure/constant-1>` operations have no +inputs and have one output, :doc:`ReLU <../../../openvino-ir-format/operation-sets/operation-specs/activation/relu-1>` operation has one input and one output, +:doc:`Split <../../../openvino-ir-format/operation-sets/operation-specs/movement/split-1>` operation has 2 inputs and a variable number of outputs depending on the value of the attribute ``num_splits``. Each operation node in the graph (an instance of the ``Node`` class) has 0 or more input and output ports (instances of the ``mo.graph.port.Port`` class). The ``Port`` object has several attributes: * ``node`` - the instance of the ``Node`` object the port belongs to. -* ``idx`` - the port number. Input and output ports are numbered independently, starting from ``0``. Thus, -:doc:`ReLU <../../../openvino-ir-format/operation-sets/operations-specifications/activation/relu-1>` operation has one input port (with index ``0``) and one output port (with index ``0``). +* ``idx`` - the port number. Input and output ports are numbered independently, starting from ``0``. Thus, +:doc:`ReLU <../../../openvino-ir-format/operation-sets/operation-specs/activation/relu-1>` operation has one input port (with index ``0``) and one output port (with index ``0``). * ``type`` - the type of the port. Could be equal to either ``"in"`` or ``"out"``. * ``data`` - the object that should be used to get attributes of the corresponding data node. This object has methods ``get_shape()`` / ``set_shape()`` and ``get_value()`` / ``set_value()`` to get/set shape/value of the corresponding data node. For example, ``in_port.data.get_shape()`` returns an input shape of a tensor connected to input port ``in_port`` (``in_port.type == 'in'``), ``out_port.data.get_value()`` returns a value of a tensor produced from output port ``out_port`` (``out_port.type == 'out'``). -.. note:: +.. note:: Functions ``get_shape()`` and ``get_value()`` return ``None`` until the partial inference phase. For more information about model conversion phases, refer to the :ref:`Model Conversion Pipeline `. For information about partial inference phase, see the :ref:`Partial Inference `. There are several methods of the ``Node`` class to get the instance of a corresponding port: @@ -136,7 +136,7 @@ For example, applying the following two methods to the graph above will result i :scale: 80 % :align: center -.. note:: +.. note:: For a full list of available methods, refer to the ``Node`` class implementation in the ``mo/graph/graph.py`` and ``Port`` class implementation in the ``mo/graph/port.py`` files. =========== @@ -175,7 +175,7 @@ the connection is currently connected and connects the connection source port to Note that connection works seamlessly during front, middle, and back phases and hides the fact that the graph structure is different. -.. note:: +.. note:: For a full list of available methods, refer to the ``Connection`` class implementation in the ``mo/graph/connection.py`` file. ==================== diff --git a/docs/articles_en/documentation/legacy-features/transition-legacy-conversion-api/legacy-model-optimizer-extensibility/[legacy]-model-optimizer-extensions/[legacy]-graph-transformation-extensions.rst b/docs/articles_en/documentation/legacy-features/transition-legacy-conversion-api/legacy-model-optimizer-extensibility/[legacy]-model-optimizer-extensions/[legacy]-graph-transformation-extensions.rst index 3cda2def673da1..3e18a780aab93b 100644 --- a/docs/articles_en/documentation/legacy-features/transition-legacy-conversion-api/legacy-model-optimizer-extensibility/[legacy]-model-optimizer-extensions/[legacy]-graph-transformation-extensions.rst +++ b/docs/articles_en/documentation/legacy-features/transition-legacy-conversion-api/legacy-model-optimizer-extensibility/[legacy]-model-optimizer-extensions/[legacy]-graph-transformation-extensions.rst @@ -19,7 +19,7 @@ All classes have the following common class attributes and methods: 1. The ``enabled`` attribute specifies whether the transformation is enabled or not. The value can be changed during runtime to enable or disable execution of the transformation during a model conversion. Default value is ``True``. 2. The ``id`` attribute specifies a unique transformation string identifier. This transformation identifier can be used to enable (disable) the transformation by setting environment variable ``MO_ENABLED_TRANSFORMS`` (``MO_DISABLED_TRANSFORMS``) with a comma separated list of ``ids``. The environment variables override the value of the ``enabled`` attribute of the transformation. Instead of using ``id`` attribute value you can add fully defined class name to ``MO_ENABLED_TRANSFORMS`` (``MO_DISABLED_TRANSFORMS``) variable, ``extensions.back.NonmalizeToNormalizeL2.NormalizeToNormalizeL2`` for example. It is an optional attribute. -3. The ``run_not_recursively`` attribute specifies whether the transformation should be executed in the sub-graphs, for example, body of the :doc:`TensorIterator <../../../../openvino-ir-format/operation-sets/operations-specifications/infrastructure/tensor-iterator-1>` and the :doc:`Loop <../../../../openvino-ir-format/operation-sets/operations-specifications/infrastructure/loop-5>`. Default value is ``True``. +3. The ``run_not_recursively`` attribute specifies whether the transformation should be executed in the sub-graphs, for example, body of the :doc:`TensorIterator <../../../../openvino-ir-format/operation-sets/operation-specs/infrastructure/tensor-iterator-1>` and the :doc:`Loop <../../../../openvino-ir-format/operation-sets/operation-specs/infrastructure/loop-5>`. Default value is ``True``. 4. The ``force_clean_up`` attribute specifies whether the graph clean up should be executed after the transformation. The graph cleanup removes nodes of the graph not reachable from the model inputs. Default value is ``False``. 5. The ``force_shape_inference`` attribute specifies whether the nodes marked with ``need_shape_inference`` attribute equal to ``True`` should be re-inferred after the transformation. Model Optimizer sets this attribute automatically for nodes, input(s) of which were changed during the transformation, or you can set this attribute manually in the transformation for the specific nodes. Default value is ``False``. 6. Attribute ``graph_condition`` specifies a list of functions with one parameter -- ``Graph`` object. The transformation is executed if and only if all functions return ``True``. If the attribute is not set, no check is performed. @@ -89,7 +89,7 @@ The sub-graph pattern is defined in the ``pattern()`` function. This function sh * The third element (optional) is the dictionary with expected edge attributes. This dictionary usually contains attributes like ``in`` and ``out``, defining input and output ports. Consider the example of a front transformation implemented in the ``extensions/front/Mish_fusion.py`` file performing -fusing of the sub-graph defining the :doc:`Mish <../../../../openvino-ir-format/operation-sets/operations-specifications/activation/mish-4>` activation function into a single +fusing of the sub-graph defining the :doc:`Mish <../../../../openvino-ir-format/operation-sets/operation-specs/activation/mish-4>` activation function into a single operation: .. code-block:: py @@ -210,7 +210,7 @@ Then, Model Optimizer executes the ``find_and_replace_pattern(self, graph)`` met provides a ``Graph`` object as an input. Consider the example of a generic front transformation from the ``extensions/front/SqueezeNormalize.py`` file performing -normalization of the :doc:`Squeeze <../../../../openvino-ir-format/operation-sets/operations-specifications/shape/squeeze-1>` operation. Older version of the operation had a list of +normalization of the :doc:`Squeeze <../../../../openvino-ir-format/operation-sets/operation-specs/shape/squeeze-1>` operation. Older version of the operation had a list of axes to squeeze as an attribute, but now it is a separate input. For backward compatibility, the Model Optimizer operation supports both semantics. Before IR generation, however, the operation should be normalized according to the specification. @@ -397,7 +397,7 @@ base class and works as follows: 1. Starts a graph traversal from every start node following the direction of the graph edges. The search stops in an end node or in the case of a node without consumers. All visited nodes are added to the matched sub-graph. 2. Starts another graph traversal from each non-start node of the sub-graph, i.e. every node except nodes from the "start" list. In this step, the edges are traversed in the opposite edge direction. All newly visited nodes are added to the matched sub-graph. This step is needed to add nodes required for calculation values of internal nodes of the matched sub-graph. 3. Checks that all "end" nodes were reached from "start" nodes. If not, it exits with an error. - 4. Checks that there are no :doc:`Parameter <../../../../openvino-ir-format/operation-sets/operations-specifications/infrastructure/parameter-1>` operations among added nodes. If they exist, the sub-graph depends on the inputs of the model. Such configuration is considered incorrect so Model Optimizer exits with an error. + 4. Checks that there are no :doc:`Parameter <../../../../openvino-ir-format/operation-sets/operation-specs/infrastructure/parameter-1>` operations among added nodes. If they exist, the sub-graph depends on the inputs of the model. Such configuration is considered incorrect so Model Optimizer exits with an error. This algorithm finds all nodes "between" start and end nodes and nodes needed for calculation of non-input nodes of the matched sub-graph. @@ -447,7 +447,7 @@ respectively. The ``include_inputs_to_sub_graph`` and ``include_outputs_to_sub_graph`` parameters are redundant and should be always equal to ``true``. .. note:: - This sub-graph match algorithm has a limitation that each start node must have only one input. Therefore, it is not possible to specify, for example, the :doc:`Convolution <../../../../openvino-ir-format/operation-sets/operations-specifications/convolution/convolution-1>` node as input because it has two inputs: data tensor and tensor with weights. + This sub-graph match algorithm has a limitation that each start node must have only one input. Therefore, it is not possible to specify, for example, the :doc:`Convolution <../../../../openvino-ir-format/operation-sets/operation-specs/convolution/convolution-1>` node as input because it has two inputs: data tensor and tensor with weights. For other examples of transformations with points, refer to the :doc:`Converting TensorFlow Object Detection API Models <../../legacy-conversion-api/[legacy]-supported-model-formats/[legacy]-conversion-tutorials/convert-tensorflow-object-detection>` guide. diff --git a/docs/articles_en/documentation/legacy-features/transition-legacy-conversion-api/legacy-model-optimizer-extensibility/[legacy]-model-optimizer-extensions/[legacy]-model-optimizer-operation.rst b/docs/articles_en/documentation/legacy-features/transition-legacy-conversion-api/legacy-model-optimizer-extensibility/[legacy]-model-optimizer-extensions/[legacy]-model-optimizer-operation.rst index 13f548e878cf9b..a60ec26dfcd985 100644 --- a/docs/articles_en/documentation/legacy-features/transition-legacy-conversion-api/legacy-model-optimizer-extensibility/[legacy]-model-optimizer-extensions/[legacy]-model-optimizer-operation.rst +++ b/docs/articles_en/documentation/legacy-features/transition-legacy-conversion-api/legacy-model-optimizer-extensibility/[legacy]-model-optimizer-extensions/[legacy]-model-optimizer-operation.rst @@ -4,15 +4,15 @@ =================================== .. meta:: - :description: Learn about the Op class, that contains operation attributes, - which are set to a node of the graph created during model + :description: Learn about the Op class, that contains operation attributes, + which are set to a node of the graph created during model conversion with Model Optimizer. .. danger:: The code described here has been **deprecated!** Do not use it to avoid working with a legacy solution. It will be kept for some time to ensure backwards compatibility, but **you should not use** it in contemporary applications. - This guide describes a deprecated TensorFlow conversion method. The guide on the new and recommended method, using a new frontend, can be found in the :doc:`Frontend Extensions <../../../../openvino-extensibility/frontend-extensions>` article. + This guide describes a deprecated TensorFlow conversion method. The guide on the new and recommended method, using a new frontend, can be found in the :doc:`Frontend Extensions <../../../../openvino-extensibility/frontend-extensions>` article. Model Optimizer defines a ``mo.ops.Op`` class (``Op`` will be used later in the document to be short), which is a base class for an operation used in the Model Optimizer. The instance of the ``Op`` class serves several purposes: @@ -33,27 +33,27 @@ There are a number of common attributes used in the operations. Below is the lis * ``id`` — **(Mandatory)** — unique identifier of a node in a graph. Generated automatically, equal to the number of nodes in the graph plus 1 if not specified. * ``name`` — **(Mandatory)** — name of the operation. Generated automatically, equal to the ``id`` if not specified. * ``type`` — **(Mandatory)** — type of the operation according to the :doc:`opset specification <../../../../openvino-ir-format/operation-sets/available-opsets>`. For the internal Model Optimizer operations, this attribute should be set to ``None``. The model conversion fails if an operation with ``type`` equal to ``None`` comes to the IR emitting phase. -* ``version`` — **(Mandatory)** — the operation set (opset) name the operation belongs to. If not specified, Model Optimizer sets it equal to ``experimental``. For more information about operation sets, refer to :doc:`OpenVINO Model Representation <../../../../../openvino-workflow/running-inference/integrate-openvino-with-your-application/model-representation>` section. +* ``version`` — **(Mandatory)** — the operation set (opset) name the operation belongs to. If not specified, Model Optimizer sets it equal to ``experimental``. For more information about operation sets, refer to :doc:`OpenVINO Model Representation <../../../../../openvino-workflow/running-inference/integrate-openvino-with-your-application/model-representation>` section. * ``op`` — Model Optimizer type of the operation. In many cases, the value of ``type`` is equal to the value of ``op``. However, when Model Optimizer cannot instantiate the opset operation during model loading, it creates an instance of an internal operation. Thus, the attribute ``op`` is used as a type of this internal operation. Later in the pipeline, the node created from an internal operation will be replaced during front, middle or back phase with node(s) created from the opset. * ``infer`` — the attribute defines a function calculating output tensor(s) shape and optional value(s). The attribute may be set to ``None`` for the internal Model Optimizer operations used during the front phase only. For more information about the shape inference function, refer to the :ref:`Partial Inference `. * ``type_infer`` — the attribute defines a function calculating output tensor(s) data type. If the attribute is not defined, the default function is used. The function checks if the ``data_type`` node attribute is set and then propagates this type to the output tensor from the **port 0**. Otherwise, it propagates the data type of the tensor coming into the input **port 0** to the output tensor from the **port 0**. * ``in_ports_count`` — default number of input ports to be created for the operation. Additional ports can be created or redundant ports can be removed using dedicated ``Node`` class API methods. * ``out_ports_count`` — default number of output ports to be created for the operation. Additional ports can be created or redundant ports can be removed using dedicated ``Node`` class API methods. -Below is an example of the Model Optimizer class for the :doc:`SoftMax <../../../../openvino-ir-format/operation-sets/operations-specifications/activation/softmax-1>` operation from +Below is an example of the Model Optimizer class for the :doc:`SoftMax <../../../../openvino-ir-format/operation-sets/operation-specs/activation/softmax-1>` operation from the ``mo/ops/softmax.py`` file with the comments in code. .. code-block:: py - + class Softmax(Op): # The class attribute defines a name of the operation so the operation class can be obtained using the # "Op.get_op_class_by_name()" static method op = 'SoftMax' - + # The operation works as an extractor by default. This is a legacy behavior, currently not recommended for use, # thus "enabled" class attribute is set to False. The recommended approach is to use dedicated extractor extension. enabled = False - + def __init__(self, graph: Graph, attrs: dict): super().__init__(graph, { # The constructor of the base class Op is called with additional default attributes. 'type': __class__.op, # The operation is from the opset so the type is set to 'SoftMax'. @@ -64,14 +64,14 @@ the ``mo/ops/softmax.py`` file with the comments in code. 'in_ports_count': 1, # The operation has one input. 'out_ports_count': 1, # The operation produces one output. }, attrs) - + # The method returns operation specific attributes list. This method is important when implementing # extractor inherited from CaffePythonFrontExtractorOp class to extract attribute for Caffe Python operation. # However, it is currently used interchangeably with the "backend_attrs()" method. If the "backend_attrs()" is not used, # then the "supported_attrs()" is used instead. In this particular case, the operation has just one attribute "axis". def supported_attrs(self): return ['axis'] - + @staticmethod def infer(node: Node): "some code calculating output shape and values" @@ -80,18 +80,18 @@ There is a dedicated method called ``backend_attrs()`` defining a list of attrib example from the ``mo/ops/pooling.py`` file: .. code-block:: py - + def backend_attrs(self): return [ ('strides', lambda node: ','.join(map(str, node['stride'][node.spatial_dims]))), ('kernel', lambda node: ','.join(map(str, node['window'][node.spatial_dims]))), - + ('pads_begin', lambda node: ','.join(map(str, get_backend_pad(node.pad, node.spatial_dims, 0)))), ('pads_end', lambda node: ','.join(map(str, get_backend_pad(node.pad, node.spatial_dims, 1)))), - + ('pool-method', 'pool_method'), ('exclude-pad', 'exclude_pad'), - + 'rounding_type', 'auto_pad', ] diff --git a/docs/articles_en/documentation/openvino-extensibility/openvino-plugin-library/advanced-guides/low-precision-transformations.rst b/docs/articles_en/documentation/openvino-extensibility/openvino-plugin-library/advanced-guides/low-precision-transformations.rst index ec2e1a66870c39..0bc70dd56dc241 100644 --- a/docs/articles_en/documentation/openvino-extensibility/openvino-plugin-library/advanced-guides/low-precision-transformations.rst +++ b/docs/articles_en/documentation/openvino-extensibility/openvino-plugin-library/advanced-guides/low-precision-transformations.rst @@ -43,37 +43,37 @@ Input model requirements LPT transformations propagate dequantization operations through the following operations: -* :doc:`Add-1 <../../../openvino-ir-format/operation-sets/operations-specifications/arithmetic/add-1>` -* :doc:`AvgPool-1 <../../../openvino-ir-format/operation-sets/operations-specifications/pooling/avg-pool-1>` -* :doc:`Clamp-1 <../../../openvino-ir-format/operation-sets/operations-specifications/activation/clamp-1>` -* :doc:`Concat-1 <../../../openvino-ir-format/operation-sets/operations-specifications/movement/concat-1>` -* :doc:`Convolution-1 <../../../openvino-ir-format/operation-sets/operations-specifications/convolution/convolution-1>` -* :doc:`ConvolutionBackpropData-1 <../../../openvino-ir-format/operation-sets/operations-specifications/convolution/convolution-backprop-data-1>` -* :doc:`DepthToSpace-1 <../../../openvino-ir-format/operation-sets/operations-specifications/movement/depth-to-space-1>` -* :doc:`FakeQuantize-1 <../../../openvino-ir-format/operation-sets/operations-specifications/quantization/fake-quantize-1>` -* :doc:`GroupConvolution-1 <../../../openvino-ir-format/operation-sets/operations-specifications/convolution/group-convolution-1>` -* :doc:`Interpolate-1 <../../../openvino-ir-format/operation-sets/operations-specifications/image/interpolate-1>` -* :doc:`Interpolate-4 <../../../openvino-ir-format/operation-sets/operations-specifications/image/interpolate-4>` -* :doc:`MatMul-1 <../../../openvino-ir-format/operation-sets/operations-specifications/matrix/matmul-1>` -* :doc:`MaxPool-1 <../../../openvino-ir-format/operation-sets/operations-specifications/pooling/max-pool-1>` -* :doc:`Multiply-1 <../../../openvino-ir-format/operation-sets/operations-specifications/arithmetic/multiply-1>` -* :doc:`MVN-1 <../../../openvino-ir-format/operation-sets/operations-specifications/normalization/mvn-1>` -* :doc:`NormalizeL2-1 <../../../openvino-ir-format/operation-sets/operations-specifications/normalization/normalize-l2-1>` -* :doc:`PRelu-1 <../../../openvino-ir-format/operation-sets/operations-specifications/activation/prelu-1>` -* :doc:`ReduceMax-1 <../../../openvino-ir-format/operation-sets/operations-specifications/reduction/reduce-max-1>` -* :doc:`ReduceMean-1 <../../../openvino-ir-format/operation-sets/operations-specifications/reduction/reduce-mean-1>` -* :doc:`ReduceMin-1 <../../../openvino-ir-format/operation-sets/operations-specifications/reduction/reduce-min-1>` -* :doc:`ReduceSum-1 <../../../openvino-ir-format/operation-sets/operations-specifications/reduction/reduce-sum-1>` -* :doc:`Relu-1 <../../../openvino-ir-format/operation-sets/operations-specifications/activation/relu-1>` -* :doc:`Reshape-1 <../../../openvino-ir-format/operation-sets/operations-specifications/shape/reshape-1>` -* :doc:`Split-1 <../../../openvino-ir-format/operation-sets/operations-specifications/movement/split-1>` -* :doc:`Squeeze-1 <../../../openvino-ir-format/operation-sets/operations-specifications/shape/reshape-1>` -* :doc:`StridedSlice-1 <../../../openvino-ir-format/operation-sets/operations-specifications/movement/strided-slice-1>` -* :doc:`Transpose-1 <../../../openvino-ir-format/operation-sets/operations-specifications/movement/transpose-1>` -* :doc:`Gather-7 <../../../openvino-ir-format/operation-sets/operations-specifications/movement/gather-7>` -* :doc:`Gather-8 <../../../openvino-ir-format/operation-sets/operations-specifications/movement/gather-8>` -* :doc:`Unsqueeze-1 <../../../openvino-ir-format/operation-sets/operations-specifications/shape/unsqueeze-1>` -* :doc:`VariadicSplit-1 <../../../openvino-ir-format/operation-sets/operations-specifications/movement/variadic-split-1>` +* :doc:`Add-1 <../../../openvino-ir-format/operation-sets/operation-specs/arithmetic/add-1>` +* :doc:`AvgPool-1 <../../../openvino-ir-format/operation-sets/operation-specs/pooling/avg-pool-1>` +* :doc:`Clamp-1 <../../../openvino-ir-format/operation-sets/operation-specs/activation/clamp-1>` +* :doc:`Concat-1 <../../../openvino-ir-format/operation-sets/operation-specs/movement/concat-1>` +* :doc:`Convolution-1 <../../../openvino-ir-format/operation-sets/operation-specs/convolution/convolution-1>` +* :doc:`ConvolutionBackpropData-1 <../../../openvino-ir-format/operation-sets/operation-specs/convolution/convolution-backprop-data-1>` +* :doc:`DepthToSpace-1 <../../../openvino-ir-format/operation-sets/operation-specs/movement/depth-to-space-1>` +* :doc:`FakeQuantize-1 <../../../openvino-ir-format/operation-sets/operation-specs/quantization/fake-quantize-1>` +* :doc:`GroupConvolution-1 <../../../openvino-ir-format/operation-sets/operation-specs/convolution/group-convolution-1>` +* :doc:`Interpolate-1 <../../../openvino-ir-format/operation-sets/operation-specs/image/interpolate-1>` +* :doc:`Interpolate-4 <../../../openvino-ir-format/operation-sets/operation-specs/image/interpolate-4>` +* :doc:`MatMul-1 <../../../openvino-ir-format/operation-sets/operation-specs/matrix/matmul-1>` +* :doc:`MaxPool-1 <../../../openvino-ir-format/operation-sets/operation-specs/pooling/max-pool-1>` +* :doc:`Multiply-1 <../../../openvino-ir-format/operation-sets/operation-specs/arithmetic/multiply-1>` +* :doc:`MVN-1 <../../../openvino-ir-format/operation-sets/operation-specs/normalization/mvn-1>` +* :doc:`NormalizeL2-1 <../../../openvino-ir-format/operation-sets/operation-specs/normalization/normalize-l2-1>` +* :doc:`PRelu-1 <../../../openvino-ir-format/operation-sets/operation-specs/activation/prelu-1>` +* :doc:`ReduceMax-1 <../../../openvino-ir-format/operation-sets/operation-specs/reduction/reduce-max-1>` +* :doc:`ReduceMean-1 <../../../openvino-ir-format/operation-sets/operation-specs/reduction/reduce-mean-1>` +* :doc:`ReduceMin-1 <../../../openvino-ir-format/operation-sets/operation-specs/reduction/reduce-min-1>` +* :doc:`ReduceSum-1 <../../../openvino-ir-format/operation-sets/operation-specs/reduction/reduce-sum-1>` +* :doc:`Relu-1 <../../../openvino-ir-format/operation-sets/operation-specs/activation/relu-1>` +* :doc:`Reshape-1 <../../../openvino-ir-format/operation-sets/operation-specs/shape/reshape-1>` +* :doc:`Split-1 <../../../openvino-ir-format/operation-sets/operation-specs/movement/split-1>` +* :doc:`Squeeze-1 <../../../openvino-ir-format/operation-sets/operation-specs/shape/reshape-1>` +* :doc:`StridedSlice-1 <../../../openvino-ir-format/operation-sets/operation-specs/movement/strided-slice-1>` +* :doc:`Transpose-1 <../../../openvino-ir-format/operation-sets/operation-specs/movement/transpose-1>` +* :doc:`Gather-7 <../../../openvino-ir-format/operation-sets/operation-specs/movement/gather-7>` +* :doc:`Gather-8 <../../../openvino-ir-format/operation-sets/operation-specs/movement/gather-8>` +* :doc:`Unsqueeze-1 <../../../openvino-ir-format/operation-sets/operation-specs/shape/unsqueeze-1>` +* :doc:`VariadicSplit-1 <../../../openvino-ir-format/operation-sets/operation-specs/movement/variadic-split-1>` If operation is not supported by LPT then dequantization operation will not be propagated, input tensor precisions will not be changed to low precision and operation will be executed in original precision. diff --git a/docs/articles_en/documentation/openvino-extensibility/openvino-plugin-library/advanced-guides/quantized-models/low-precision-model-representation.rst b/docs/articles_en/documentation/openvino-extensibility/openvino-plugin-library/advanced-guides/quantized-models/low-precision-model-representation.rst index 10b2a3f4af1dcb..2435aebd6a4242 100644 --- a/docs/articles_en/documentation/openvino-extensibility/openvino-plugin-library/advanced-guides/quantized-models/low-precision-model-representation.rst +++ b/docs/articles_en/documentation/openvino-extensibility/openvino-plugin-library/advanced-guides/quantized-models/low-precision-model-representation.rst @@ -3,8 +3,8 @@ Representation of low-precision models ====================================== -The goal of this document is to describe how optimized models are represented in OpenVINO Intermediate Representation (IR) and provide guidance -on interpretation rules for such models at runtime. +The goal of this document is to describe how optimized models are represented in OpenVINO Intermediate Representation (IR) and provide guidance +on interpretation rules for such models at runtime. Currently, there are two groups of optimization methods that can influence on the IR after applying them to the full-precision model: @@ -15,21 +15,21 @@ Currently, there are two groups of optimization methods that can influence on th Representation of quantized models ################################### -The OpenVINO Toolkit represents all the quantized models using the so-called FakeQuantize operation (see the description in -:doc:`this document <../../../../openvino-ir-format/operation-sets/operations-specifications/quantization/fake-quantize-1>`). This operation is very expressive and allows mapping values from -arbitrary input and output ranges. The whole idea behind that is quite simple: we project (discretize) the input values to the low-precision -data type using affine transformation (with clamp and rounding) and then reproject discrete values back to the original range and data type. +The OpenVINO Toolkit represents all the quantized models using the so-called FakeQuantize operation (see the description in +:doc:`this document <../../../../openvino-ir-format/operation-sets/operation-specs/quantization/fake-quantize-1>`). This operation is very expressive and allows mapping values from +arbitrary input and output ranges. The whole idea behind that is quite simple: we project (discretize) the input values to the low-precision +data type using affine transformation (with clamp and rounding) and then reproject discrete values back to the original range and data type. It can be considered as an emulation of the quantization process which happens at runtime. -In order to be able to execute a particular DL operation in low-precision all its inputs should be quantized i.e. should have FakeQuantize -between operation and data blobs. The figure below shows an example of quantized Convolution which contains two FakeQuantize nodes: one for +In order to be able to execute a particular DL operation in low-precision all its inputs should be quantized i.e. should have FakeQuantize +between operation and data blobs. The figure below shows an example of quantized Convolution which contains two FakeQuantize nodes: one for weights and one for activations (bias is quantized using the same parameters). -.. image:: ../../../../../_static/images/IE_PLUGIN_DG/images/quantized_convolution.png +.. image:: ../../../../../_static/images/IE_PLUGIN_DG/images/quantized_convolution.png -Starting from OpenVINO 2020.2 release all the quantized models are represented in the compressed form. It means that the weights -of low-precision operations are converted into the target precision (e.g. INT8). It helps to substantially reduce the model size. -The rest of the parameters can be represented in FLOAT32 or FLOAT16 precision depending on the input full-precision model used in +Starting from OpenVINO 2020.2 release all the quantized models are represented in the compressed form. It means that the weights +of low-precision operations are converted into the target precision (e.g. INT8). It helps to substantially reduce the model size. +The rest of the parameters can be represented in FLOAT32 or FLOAT16 precision depending on the input full-precision model used in the quantization process. Fig. 2 below shows an example of the part of the compressed IR. .. image:: ../../../../../_static/images/IE_PLUGIN_DG/images/quantized_model_example.png diff --git a/docs/articles_en/documentation/openvino-ir-format.rst b/docs/articles_en/documentation/openvino-ir-format.rst index 47d366fe55fd49..708209dc50a4de 100644 --- a/docs/articles_en/documentation/openvino-ir-format.rst +++ b/docs/articles_en/documentation/openvino-ir-format.rst @@ -15,7 +15,7 @@ OpenVINO IR format openvino-ir-format/operation-sets openvino-ir-format/operation-sets/available-opsets - openvino-ir-format/operation-sets/operations-specifications + openvino-ir-format/operation-sets/operation-specs openvino-ir-format/operation-sets/broadcast-rules openvino-ir-format/intermediate-representation-int8-inference diff --git a/docs/articles_en/documentation/openvino-ir-format/intermediate-representation-int8-inference.rst b/docs/articles_en/documentation/openvino-ir-format/intermediate-representation-int8-inference.rst index 72206086dab049..d9557f98827aa0 100644 --- a/docs/articles_en/documentation/openvino-ir-format/intermediate-representation-int8-inference.rst +++ b/docs/articles_en/documentation/openvino-ir-format/intermediate-representation-int8-inference.rst @@ -5,14 +5,14 @@ Intermediate Representation Suitable for INT8 Inference .. meta:: - :description: Learn how to generate a Low Precision IR - Intermediate - Representation suitable for INT8 low precision inference on CPU + :description: Learn how to generate a Low Precision IR - Intermediate + Representation suitable for INT8 low precision inference on CPU and GPU devices. Introduction ############ -OpenVINO Runtime CPU and GPU devices can infer models in low precision. +OpenVINO Runtime CPU and GPU devices can infer models in low precision. For more details, refer to the :doc:`Model Optimization Guide <../../openvino-workflow/model-optimization>`. Intermediate Representation should be specifically formed to be suitable for low precision inference. @@ -24,26 +24,26 @@ Such a model is called a Low Precision IR and can be generated in two ways: TensorFlow and ONNX quantized models can be prepared by `Neural Network Compression Framework `__. For an operation to be executed in INT8, it must have `FakeQuantize` operations as inputs. -For more details, see the :doc:`specification of FakeQuantize operation `. +For more details, see the :doc:`specification of FakeQuantize operation `. To execute the ``Convolution`` operation in INT8 on CPU, both data and weight inputs should have ``FakeQuantize`` as an input operation: .. image:: ../../_static/images/expanded_int8_Convolution_weights.png -Low precision IR is also suitable for FP32 and FP16 inference if a chosen plugin supports all operations of the IR. The only difference between a Low Precision IR and FP16 or FP32 IR is the existence of ``FakeQuantize`` in the Low Precision IR. -Plugins that support Low Precision Inference recognize these sub-graphs and quantize them during inference. -The ones that do not, execute all operations, including ``FakeQuantize``, as is in the FP32 or FP16 precision. +Low precision IR is also suitable for FP32 and FP16 inference if a chosen plugin supports all operations of the IR. The only difference between a Low Precision IR and FP16 or FP32 IR is the existence of ``FakeQuantize`` in the Low Precision IR. +Plugins that support Low Precision Inference recognize these sub-graphs and quantize them during inference. +The ones that do not, execute all operations, including ``FakeQuantize``, as is in the FP32 or FP16 precision. -Consequently, when ``FakeQuantize`` operations are present in an OpenVINO IR, it suggests to the inference device how to quantize particular operations in the model. -If the device is capable, it accepts the suggestion and performs Low Precision Inference. If not, it executes the model in the floating-point precision. +Consequently, when ``FakeQuantize`` operations are present in an OpenVINO IR, it suggests to the inference device how to quantize particular operations in the model. +If the device is capable, it accepts the suggestion and performs Low Precision Inference. If not, it executes the model in the floating-point precision. Compressed Low Precision Weights ################################ -Weighted operations, such as ``Convolution`` and ``MatMul``, store weights as the floating-point ``Constant`` in the graph followed by the `FakeQuantize` operation. -The ``Constant`` followed by the ``FakeQuantize`` operation could be optimized memory-wise due to the ``FakeQuantize`` operation semantics. -The resulting weights sub-graph stores weights in Low Precision ``Constant``, which gets unpacked back to floating point with the ``Convert`` operation. +Weighted operations, such as ``Convolution`` and ``MatMul``, store weights as the floating-point ``Constant`` in the graph followed by the `FakeQuantize` operation. +The ``Constant`` followed by the ``FakeQuantize`` operation could be optimized memory-wise due to the ``FakeQuantize`` operation semantics. +The resulting weights sub-graph stores weights in Low Precision ``Constant``, which gets unpacked back to floating point with the ``Convert`` operation. Weights compression replaces ``FakeQuantize`` with optional ``Subtract`` and ``Multiply`` operation leaving output arithmetically the same and weights storing takes four times less memory. See the visualization of `Convolution` with the compressed weights: diff --git a/docs/articles_en/documentation/openvino-ir-format/operation-sets.rst b/docs/articles_en/documentation/openvino-ir-format/operation-sets.rst index dc4cad1a51253f..a851b514ecf547 100644 --- a/docs/articles_en/documentation/openvino-ir-format/operation-sets.rst +++ b/docs/articles_en/documentation/openvino-ir-format/operation-sets.rst @@ -5,12 +5,12 @@ Operation Sets in OpenVINO .. meta:: - :description: Learn the essentials of representing deep learning models in OpenVINO + :description: Learn the essentials of representing deep learning models in OpenVINO IR format and the use of supported operation sets. -This article provides essential information on the format used for representation of deep learning models in OpenVINO toolkit and supported operation sets. +This article provides essential information on the format used for representation of deep learning models in OpenVINO toolkit and supported operation sets. Overview of Artificial Neural Networks Representation ##################################################### @@ -62,7 +62,7 @@ A set consists of several groups of operations: For more information, refer to the complete description of the supported operation sets in the :doc:`Available Operation Sets ` article. How to Read Opset Specification -############################### +############################### In the :doc:`Available Operation Sets ` there are opsets and there are operations. Each opset specification has a list of links to operations descriptions that are included into that specific opset. @@ -70,8 +70,8 @@ Two or more opsets may refer to the same operation. That means an operation is kept unchanged from one operation set to another. The description of each operation has a ``Versioned name`` field. -For example, the `ReLU` entry point in :doc:`opset1 ` refers to :doc:`ReLU-1 ` as the versioned name. -Meanwhile, `ReLU` in `opset2` refers to the same `ReLU-1` and both `ReLU` operations are the same operation and it has a single :doc:`description `, which means that ``opset1`` and ``opset2`` share the same operation ``ReLU``. +For example, the `ReLU` entry point in :doc:`opset1 ` refers to :doc:`ReLU-1 ` as the versioned name. +Meanwhile, `ReLU` in `opset2` refers to the same `ReLU-1` and both `ReLU` operations are the same operation and it has a single :doc:`description `, which means that ``opset1`` and ``opset2`` share the same operation ``ReLU``. To differentiate versions of the same operation type such as ``ReLU``, the ``-N`` suffix is used in a versioned name of the operation. The ``N`` suffix usually refers to the first occurrence of ``opsetN`` where this version of the operation is introduced. @@ -88,14 +88,14 @@ Version of IR specifies the rules which are used to read the XML and binary file Historically, there are two major IR version epochs: -1. The older one includes IR versions from version 1 to version 7 without versioning of the operation set. During that epoch, the operation set has been growing evolutionally accumulating more layer types and extending existing layer semantics. Changing of the operation set for those versions meant increasing of the IR version. +1. The older one includes IR versions from version 1 to version 7 without versioning of the operation set. During that epoch, the operation set has been growing evolutionally accumulating more layer types and extending existing layer semantics. Changing of the operation set for those versions meant increasing of the IR version. 2. OpenVINO 2020.1 is the starting point of the next epoch. With IR version 10 introduced in OpenVINO 2020.1, the versioning of the operation set is tracked separately from the IR versioning. Also, the operation set was significantly reworked as the result of nGraph integration to the OpenVINO. The first supported operation set in the new epoch is ``opset1``. The number after ``opset`` is going to be increased each time new operations are added or old operations deleted at the release cadence. -The operations from the new epoch cover more TensorFlow and ONNX operations that better match the original operation semantics from the frameworks, compared to the operation set used in the older IR versions (7 and lower). +The operations from the new epoch cover more TensorFlow and ONNX operations that better match the original operation semantics from the frameworks, compared to the operation set used in the older IR versions (7 and lower). The name of the opset is specified for each operation in IR. The IR version is specified once. diff --git a/docs/articles_en/documentation/openvino-ir-format/operation-sets/available-opsets/opset1.rst b/docs/articles_en/documentation/openvino-ir-format/operation-sets/available-opsets/opset1.rst index 198072040d20aa..2aa4a1c0a7d558 100644 --- a/docs/articles_en/documentation/openvino-ir-format/operation-sets/available-opsets/opset1.rst +++ b/docs/articles_en/documentation/openvino-ir-format/operation-sets/available-opsets/opset1.rst @@ -19,111 +19,111 @@ declared in ``namespace opset1``. Table of Contents ################## -* :doc:`Abs <../operations-specifications/arithmetic/abs-1>` -* :doc:`Acos <../operations-specifications/arithmetic/acos-1>` -* :doc:`Add <../operations-specifications/arithmetic/add-1>` -* :doc:`Asin <../operations-specifications/arithmetic/asin-1>` -* :doc:`Atan <../operations-specifications/arithmetic/atan-1>` -* :doc:`AvgPool <../operations-specifications/pooling/avg-pool-1>` -* :doc:`BatchNormInference <../operations-specifications/normalization/batch-norm-inference-1>` -* :doc:`BinaryConvolution <../operations-specifications/convolution/binary-convolution-1>` -* :doc:`Broadcast <../operations-specifications/movement/broadcast-1>` -* :doc:`CTCGreedyDecoder <../operations-specifications/sequence/ctc-greedy-decoder-1>` -* :doc:`Ceiling <../operations-specifications/arithmetic/ceiling-1>` -* :doc:`Clamp <../operations-specifications/activation/clamp-1>` -* :doc:`Concat <../operations-specifications/movement/concat-1>` -* :doc:`Constant <../operations-specifications/infrastructure/constant-1>` -* :doc:`Convert <../operations-specifications/type/convert-1>` -* :doc:`ConvertLike <../operations-specifications/type/convert-like-1>` -* :doc:`Convolution <../operations-specifications/convolution/convolution-1>` -* :doc:`ConvolutionBackpropData <../operations-specifications/convolution/convolution-backprop-data-1>` -* :doc:`Cos <../operations-specifications/arithmetic/cos-1>` -* :doc:`Cosh <../operations-specifications/arithmetic/cosh-1>` -* :doc:`DeformableConvolution <../operations-specifications/convolution/deformable-convolution-1>` -* :doc:`DeformablePSROIPooling <../operations-specifications/detection/deformable-psroi-pooling-1>` -* :doc:`DepthToSpace <../operations-specifications/movement/depth-to-space-1>` -* :doc:`DetectionOutput <../operations-specifications/detection/detectionoutput-1>` -* :doc:`Divide <../operations-specifications/arithmetic/divide-1>` -* :doc:`Elu <../operations-specifications/activation/elu-1>` -* :doc:`Equal <../operations-specifications/comparison/equal-1>` -* :doc:`Erf <../operations-specifications/arithmetic/erf-1>` -* :doc:`Exp <../operations-specifications/activation/exp-1>` -* :doc:`FakeQuantize <../operations-specifications/quantization/fake-quantize-1>` -* :doc:`Floor <../operations-specifications/arithmetic/floor-1>` -* :doc:`FloorMod <../operations-specifications/arithmetic/floormod-1>` -* :doc:`Gather <../operations-specifications/movement/gather-1>` -* :doc:`GatherTree <../operations-specifications/movement/gather-tree-1>` -* :doc:`Greater <../operations-specifications/comparison/greater-1>` -* :doc:`GreaterEqual <../operations-specifications/comparison/greater-equal-1>` -* :doc:`GRN <../operations-specifications/normalization/grn-1>` -* :doc:`GroupConvolution <../operations-specifications/convolution/group-convolution-1>` -* :doc:`GroupConvolutionBackpropData <../operations-specifications/convolution/group-convolution-backprop-data-1>` -* :doc:`HardSigmoid <../operations-specifications/activation/hard-sigmoid-1>` -* :doc:`Interpolate <../operations-specifications/image/interpolate-1>` -* :doc:`Less <../operations-specifications/comparison/less-1>` -* :doc:`LessEqual <../operations-specifications/comparison/lessequal-1>` -* :doc:`Log <../operations-specifications/arithmetic/log-1>` -* :doc:`LogicalAnd <../operations-specifications/logical/logical-and-1>` -* :doc:`LogicalNot <../operations-specifications/logical/logical-not-1>` -* :doc:`LogicalOr <../operations-specifications/logical/logical-or-1>` -* :doc:`LogicalXor <../operations-specifications/logical/logical-xor-1>` -* :doc:`LRN <../operations-specifications/normalization/lrn-1>` -* :doc:`LSTMCell <../operations-specifications/sequence/lstm-cell-1>` -* :doc:`LSTMSequence <../operations-specifications/sequence/lstm-sequence-1>` -* :doc:`MatMul <../operations-specifications/matrix/matmul-1>` -* :doc:`MaxPool <../operations-specifications/pooling/max-pool-1>` -* :doc:`Maximum <../operations-specifications/arithmetic/maximum-1>` -* :doc:`Minimum <../operations-specifications/arithmetic/minimum-1>` -* :doc:`Mod <../operations-specifications/arithmetic/mod-1>` -* :doc:`Multiply <../operations-specifications/arithmetic/multiply-1>` -* :doc:`Negative <../operations-specifications/arithmetic/negative-1>` -* :doc:`NonMaxSuppression <../operations-specifications/sort/non-max-suppression-1>` -* :doc:`NormalizeL2 <../operations-specifications/normalization/normalize-l2-1>` -* :doc:`NotEqual <../operations-specifications/comparison/notequal-1>` -* :doc:`OneHot <../operations-specifications/sequence/one-hot-1>` -* :doc:`Pad <../operations-specifications/movement/pad-1>` -* :doc:`Parameter <../operations-specifications/infrastructure/parameter-1>` -* :doc:`Power <../operations-specifications/arithmetic/power-1>` -* :doc:`PReLU <../operations-specifications/activation/prelu-1>` -* :doc:`PriorBoxClustered <../operations-specifications/detection/prior-box-clustered-1>` -* :doc:`PriorBox <../operations-specifications/detection/prior-box-1>` -* :doc:`Proposal <../operations-specifications/detection/proposal-1>` -* :doc:`PSROIPooling <../operations-specifications/detection/psroi-pooling-1>` -* :doc:`Range <../operations-specifications/generation/range-1>` -* :doc:`ReLU <../operations-specifications/activation/relu-1>` -* :doc:`ReduceLogicalAnd <../operations-specifications/reduction/reduce-logical-and-1>` -* :doc:`ReduceLogicalOr <../operations-specifications/reduction/reduce-logical-or-1>` -* :doc:`ReduceMax <../operations-specifications/reduction/reduce-max-1>` -* :doc:`ReduceMean <../operations-specifications/reduction/reduce-mean-1>` -* :doc:`ReduceMin <../operations-specifications/reduction/reduce-min-1>` -* :doc:`ReduceProd <../operations-specifications/reduction/reduce-prod-1>` -* :doc:`ReduceSum <../operations-specifications/reduction/reduce-sum-1>` -* :doc:`RegionYolo <../operations-specifications/detection/region-yolo-1>` -* :doc:`Reshape <../operations-specifications/shape/reshape-1>` -* :doc:`Result <../operations-specifications/infrastructure/result-1>` -* :doc:`ReverseSequence <../operations-specifications/movement/reverse-sequence-1>` -* :doc:`Select <../operations-specifications/condition/select-1>` -* :doc:`Selu <../operations-specifications/activation/selu-1>` -* :doc:`ShapeOf <../operations-specifications/shape/shape-of-1>` -* :doc:`Sigmoid <../operations-specifications/activation/sigmoid-1>` -* :doc:`Sign <../operations-specifications/arithmetic/sign-1>` -* :doc:`Sin <../operations-specifications/arithmetic/sin-1>` -* :doc:`Sinh <../operations-specifications/arithmetic/sinh-1>` -* :doc:`SoftMax <../operations-specifications/activation/softmax-1>` -* :doc:`SpaceToDepth <../operations-specifications/movement/space-to-depth-1>` -* :doc:`Split <../operations-specifications/movement/split-1>` -* :doc:`Sqrt <../operations-specifications/arithmetic/sqrt-1>` -* :doc:`SquaredDifference <../operations-specifications/arithmetic/squared-difference-1>` -* :doc:`Squeeze <../operations-specifications/shape/squeeze-1>` -* :doc:`StridedSlice <../operations-specifications/movement/strided-slice-1>` -* :doc:`Subtract <../operations-specifications/arithmetic/subtract-1>` -* :doc:`Tan <../operations-specifications/arithmetic/tan-1>` -* :doc:`Tanh <../operations-specifications/arithmetic/tanh-1>` -* :doc:`TensorIterator <../operations-specifications/infrastructure/tensor-iterator-1>` -* :doc:`Tile <../operations-specifications/movement/tile-1>` -* :doc:`TopK <../operations-specifications/sort/top-k-1>` -* :doc:`Transpose <../operations-specifications/movement/transpose-1>` -* :doc:`Unsqueeze <../operations-specifications/shape/unsqueeze-1>` -* :doc:`VariadicSplit <../operations-specifications/movement/variadic-split-1>` +* :doc:`Abs <../operation-specs/arithmetic/abs-1>` +* :doc:`Acos <../operation-specs/arithmetic/acos-1>` +* :doc:`Add <../operation-specs/arithmetic/add-1>` +* :doc:`Asin <../operation-specs/arithmetic/asin-1>` +* :doc:`Atan <../operation-specs/arithmetic/atan-1>` +* :doc:`AvgPool <../operation-specs/pooling/avg-pool-1>` +* :doc:`BatchNormInference <../operation-specs/normalization/batch-norm-inference-1>` +* :doc:`BinaryConvolution <../operation-specs/convolution/binary-convolution-1>` +* :doc:`Broadcast <../operation-specs/movement/broadcast-1>` +* :doc:`CTCGreedyDecoder <../operation-specs/sequence/ctc-greedy-decoder-1>` +* :doc:`Ceiling <../operation-specs/arithmetic/ceiling-1>` +* :doc:`Clamp <../operation-specs/activation/clamp-1>` +* :doc:`Concat <../operation-specs/movement/concat-1>` +* :doc:`Constant <../operation-specs/infrastructure/constant-1>` +* :doc:`Convert <../operation-specs/type/convert-1>` +* :doc:`ConvertLike <../operation-specs/type/convert-like-1>` +* :doc:`Convolution <../operation-specs/convolution/convolution-1>` +* :doc:`ConvolutionBackpropData <../operation-specs/convolution/convolution-backprop-data-1>` +* :doc:`Cos <../operation-specs/arithmetic/cos-1>` +* :doc:`Cosh <../operation-specs/arithmetic/cosh-1>` +* :doc:`DeformableConvolution <../operation-specs/convolution/deformable-convolution-1>` +* :doc:`DeformablePSROIPooling <../operation-specs/detection/deformable-psroi-pooling-1>` +* :doc:`DepthToSpace <../operation-specs/movement/depth-to-space-1>` +* :doc:`DetectionOutput <../operation-specs/detection/detectionoutput-1>` +* :doc:`Divide <../operation-specs/arithmetic/divide-1>` +* :doc:`Elu <../operation-specs/activation/elu-1>` +* :doc:`Equal <../operation-specs/comparison/equal-1>` +* :doc:`Erf <../operation-specs/arithmetic/erf-1>` +* :doc:`Exp <../operation-specs/activation/exp-1>` +* :doc:`FakeQuantize <../operation-specs/quantization/fake-quantize-1>` +* :doc:`Floor <../operation-specs/arithmetic/floor-1>` +* :doc:`FloorMod <../operation-specs/arithmetic/floormod-1>` +* :doc:`Gather <../operation-specs/movement/gather-1>` +* :doc:`GatherTree <../operation-specs/movement/gather-tree-1>` +* :doc:`Greater <../operation-specs/comparison/greater-1>` +* :doc:`GreaterEqual <../operation-specs/comparison/greater-equal-1>` +* :doc:`GRN <../operation-specs/normalization/grn-1>` +* :doc:`GroupConvolution <../operation-specs/convolution/group-convolution-1>` +* :doc:`GroupConvolutionBackpropData <../operation-specs/convolution/group-convolution-backprop-data-1>` +* :doc:`HardSigmoid <../operation-specs/activation/hard-sigmoid-1>` +* :doc:`Interpolate <../operation-specs/image/interpolate-1>` +* :doc:`Less <../operation-specs/comparison/less-1>` +* :doc:`LessEqual <../operation-specs/comparison/lessequal-1>` +* :doc:`Log <../operation-specs/arithmetic/log-1>` +* :doc:`LogicalAnd <../operation-specs/logical/logical-and-1>` +* :doc:`LogicalNot <../operation-specs/logical/logical-not-1>` +* :doc:`LogicalOr <../operation-specs/logical/logical-or-1>` +* :doc:`LogicalXor <../operation-specs/logical/logical-xor-1>` +* :doc:`LRN <../operation-specs/normalization/lrn-1>` +* :doc:`LSTMCell <../operation-specs/sequence/lstm-cell-1>` +* :doc:`LSTMSequence <../operation-specs/sequence/lstm-sequence-1>` +* :doc:`MatMul <../operation-specs/matrix/matmul-1>` +* :doc:`MaxPool <../operation-specs/pooling/max-pool-1>` +* :doc:`Maximum <../operation-specs/arithmetic/maximum-1>` +* :doc:`Minimum <../operation-specs/arithmetic/minimum-1>` +* :doc:`Mod <../operation-specs/arithmetic/mod-1>` +* :doc:`Multiply <../operation-specs/arithmetic/multiply-1>` +* :doc:`Negative <../operation-specs/arithmetic/negative-1>` +* :doc:`NonMaxSuppression <../operation-specs/sort/non-max-suppression-1>` +* :doc:`NormalizeL2 <../operation-specs/normalization/normalize-l2-1>` +* :doc:`NotEqual <../operation-specs/comparison/notequal-1>` +* :doc:`OneHot <../operation-specs/sequence/one-hot-1>` +* :doc:`Pad <../operation-specs/movement/pad-1>` +* :doc:`Parameter <../operation-specs/infrastructure/parameter-1>` +* :doc:`Power <../operation-specs/arithmetic/power-1>` +* :doc:`PReLU <../operation-specs/activation/prelu-1>` +* :doc:`PriorBoxClustered <../operation-specs/detection/prior-box-clustered-1>` +* :doc:`PriorBox <../operation-specs/detection/prior-box-1>` +* :doc:`Proposal <../operation-specs/detection/proposal-1>` +* :doc:`PSROIPooling <../operation-specs/detection/psroi-pooling-1>` +* :doc:`Range <../operation-specs/generation/range-1>` +* :doc:`ReLU <../operation-specs/activation/relu-1>` +* :doc:`ReduceLogicalAnd <../operation-specs/reduction/reduce-logical-and-1>` +* :doc:`ReduceLogicalOr <../operation-specs/reduction/reduce-logical-or-1>` +* :doc:`ReduceMax <../operation-specs/reduction/reduce-max-1>` +* :doc:`ReduceMean <../operation-specs/reduction/reduce-mean-1>` +* :doc:`ReduceMin <../operation-specs/reduction/reduce-min-1>` +* :doc:`ReduceProd <../operation-specs/reduction/reduce-prod-1>` +* :doc:`ReduceSum <../operation-specs/reduction/reduce-sum-1>` +* :doc:`RegionYolo <../operation-specs/detection/region-yolo-1>` +* :doc:`Reshape <../operation-specs/shape/reshape-1>` +* :doc:`Result <../operation-specs/infrastructure/result-1>` +* :doc:`ReverseSequence <../operation-specs/movement/reverse-sequence-1>` +* :doc:`Select <../operation-specs/condition/select-1>` +* :doc:`Selu <../operation-specs/activation/selu-1>` +* :doc:`ShapeOf <../operation-specs/shape/shape-of-1>` +* :doc:`Sigmoid <../operation-specs/activation/sigmoid-1>` +* :doc:`Sign <../operation-specs/arithmetic/sign-1>` +* :doc:`Sin <../operation-specs/arithmetic/sin-1>` +* :doc:`Sinh <../operation-specs/arithmetic/sinh-1>` +* :doc:`SoftMax <../operation-specs/activation/softmax-1>` +* :doc:`SpaceToDepth <../operation-specs/movement/space-to-depth-1>` +* :doc:`Split <../operation-specs/movement/split-1>` +* :doc:`Sqrt <../operation-specs/arithmetic/sqrt-1>` +* :doc:`SquaredDifference <../operation-specs/arithmetic/squared-difference-1>` +* :doc:`Squeeze <../operation-specs/shape/squeeze-1>` +* :doc:`StridedSlice <../operation-specs/movement/strided-slice-1>` +* :doc:`Subtract <../operation-specs/arithmetic/subtract-1>` +* :doc:`Tan <../operation-specs/arithmetic/tan-1>` +* :doc:`Tanh <../operation-specs/arithmetic/tanh-1>` +* :doc:`TensorIterator <../operation-specs/infrastructure/tensor-iterator-1>` +* :doc:`Tile <../operation-specs/movement/tile-1>` +* :doc:`TopK <../operation-specs/sort/top-k-1>` +* :doc:`Transpose <../operation-specs/movement/transpose-1>` +* :doc:`Unsqueeze <../operation-specs/shape/unsqueeze-1>` +* :doc:`VariadicSplit <../operation-specs/movement/variadic-split-1>` diff --git a/docs/articles_en/documentation/openvino-ir-format/operation-sets/available-opsets/opset10.rst b/docs/articles_en/documentation/openvino-ir-format/operation-sets/available-opsets/opset10.rst index 933c08028955ee..c40d5f494798e4 100644 --- a/docs/articles_en/documentation/openvino-ir-format/operation-sets/available-opsets/opset10.rst +++ b/docs/articles_en/documentation/openvino-ir-format/operation-sets/available-opsets/opset10.rst @@ -19,180 +19,180 @@ declared in ``namespace opset10``. Table of Contents ###################### -* :doc:`Abs <../operations-specifications/arithmetic/abs-1>` -* :doc:`Acos <../operations-specifications/arithmetic/acos-1>` -* :doc:`Acosh <../operations-specifications/arithmetic/acosh-3>` -* :doc:`AdaptiveAvgPool <../operations-specifications/pooling/adaptive-avg-pool-8>` -* :doc:`AdaptiveMaxPool <../operations-specifications/pooling/adaptive-max-pool-8>` -* :doc:`Add <../operations-specifications/arithmetic/add-1>` -* :doc:`Asin <../operations-specifications/arithmetic/asin-1>` -* :doc:`Asinh <../operations-specifications/arithmetic/asinh-3>` -* :doc:`Assign <../operations-specifications/infrastructure/assign-3>` -* :doc:`Atan <../operations-specifications/arithmetic/atan-1>` -* :doc:`Atanh <../operations-specifications/arithmetic/atanh-3>` -* :doc:`AvgPool <../operations-specifications/pooling/avg-pool-1>` -* :doc:`BatchNormInference <../operations-specifications/normalization/batch-norm-inference-5>` -* :doc:`BatchToSpace <../operations-specifications/movement/batch-to-space-2>` -* :doc:`BinaryConvolution <../operations-specifications/convolution/binary-convolution-1>` -* :doc:`Broadcast <../operations-specifications/movement/broadcast-3>` -* :doc:`Bucketize <../operations-specifications/condition/bucketize-3>` -* :doc:`CTCGreedyDecoder <../operations-specifications/sequence/ctc-greedy-decoder-1>` -* :doc:`CTCGreedyDecoderSeqLen <../operations-specifications/sequence/ctc-greedy-decoder-seq-len-6>` -* :doc:`CTCLoss <../operations-specifications/sequence/ctc-loss-4>` -* :doc:`Ceiling <../operations-specifications/arithmetic/ceiling-1>` -* :doc:`Clamp <../operations-specifications/activation/clamp-1>` -* :doc:`Concat <../operations-specifications/movement/concat-1>` -* :doc:`Constant <../operations-specifications/infrastructure/constant-1>` -* :doc:`Convert <../operations-specifications/type/convert-1>` -* :doc:`ConvertLike <../operations-specifications/type/convert-like-1>` -* :doc:`Convolution <../operations-specifications/convolution/convolution-1>` -* :doc:`ConvolutionBackpropData <../operations-specifications/convolution/convolution-backprop-data-1>` -* :doc:`Cos <../operations-specifications/arithmetic/cos-1>` -* :doc:`Cosh <../operations-specifications/arithmetic/cosh-1>` -* :doc:`CumSum <../operations-specifications/arithmetic/cumsum-3>` -* :doc:`DeformableConvolution <../operations-specifications/convolution/deformable-convolution-8>` -* :doc:`DeformablePSROIPooling <../operations-specifications/detection/deformable-psroi-pooling-1>` -* :doc:`DepthToSpace <../operations-specifications/movement/depth-to-space-1>` -* :doc:`DetectionOutput <../operations-specifications/detection/detectionoutput-8>` -* :doc:`DFT <../operations-specifications/signals/dft-7>` -* :doc:`Divide <../operations-specifications/arithmetic/divide-1>` -* :doc:`Einsum <../operations-specifications/matrix/einsum-7>` -* :doc:`Elu <../operations-specifications/activation/elu-1>` -* :doc:`EmbeddingBagOffsetsSum <../operations-specifications/sparse/embedding-bag-offsets-sum-3>` -* :doc:`EmbeddingBagPackedSum <../operations-specifications/sparse/embedding-bag-packed-sum-3>` -* :doc:`EmbeddingSegmentsSum <../operations-specifications/sparse/embedding-segments-sum-3>` -* :doc:`Equal <../operations-specifications/comparison/equal-1>` -* :doc:`Erf <../operations-specifications/arithmetic/erf-1>` -* :doc:`Exp <../operations-specifications/activation/exp-1>` -* :doc:`ExperimentalDetectronDetectionOutput_6 <../operations-specifications/detection/experimental-detectron-detection-output-6>` -* :doc:`ExperimentalDetectronGenerateProposalsSingleImage_6 <../operations-specifications/detection/experimental-detectron-generate-proposals-single-image-6>` -* :doc:`ExperimentalDetectronPriorGridGenerator_6 <../operations-specifications/detection/experimental-detectron-prior-grid-generator-6>` -* :doc:`ExperimentalDetectronROIFeatureExtractor_6 <../operations-specifications/detection/experimental-detectron-roi-feature-extractor-6>` -* :doc:`ExperimentalDetectronTopKROIs_6 <../operations-specifications/sort/experimental-detectron-top-krois-6>` -* :doc:`ExtractImagePatches <../operations-specifications/movement/extract-image-patches-3>` -* :doc:`Eye <../operations-specifications/generation/eye-9>` -* :doc:`FakeQuantize <../operations-specifications/quantization/fake-quantize-1>` -* :doc:`Floor <../operations-specifications/arithmetic/floor-1>` -* :doc:`FloorMod <../operations-specifications/arithmetic/floormod-1>` -* :doc:`Gather <../operations-specifications/movement/gather-8>` -* :doc:`GatherElements <../operations-specifications/movement/gather-elements-6>` -* :doc:`GatherND <../operations-specifications/movement/gather-nd-8>` -* :doc:`GatherTree <../operations-specifications/movement/gather-tree-1>` -* :doc:`Gelu <../operations-specifications/activation/gelu-7>` -* :doc:`GenerateProposals <../operations-specifications/detection/generate-proposals-9>` -* :doc:`Greater <../operations-specifications/comparison/greater-1>` -* :doc:`GreaterEqual <../operations-specifications/comparison/greater-equal-1>` -* :doc:`GridSample <../operations-specifications/image/grid-sample-9>` -* :doc:`GRN <../operations-specifications/normalization/grn-1>` -* :doc:`GroupConvolution <../operations-specifications/convolution/group-convolution-1>` -* :doc:`GroupConvolutionBackpropData <../operations-specifications/convolution/group-convolution-backprop-data-1>` -* :doc:`GRUCell <../operations-specifications/sequence/gru-cell-3>` -* :doc:`GRUSequence <../operations-specifications/sequence/gru-sequence-5>` -* :doc:`HardSigmoid <../operations-specifications/activation/hard-sigmoid-1>` -* :doc:`HSigmoid <../operations-specifications/activation/hsigmoid-5>` -* :doc:`HSwish <../operations-specifications/activation/hswish-4>` -* :doc:`IDFT <../operations-specifications/signals/idft-7>` -* :doc:`I420toBGR <../operations-specifications/image/i420-to-bgr-8>` -* :doc:`I420toRGB <../operations-specifications/image/i420-to-rgb-8>` -* :doc:`If <../operations-specifications/condition/if-8>` -* :doc:`Interpolate <../operations-specifications/image/interpolate-4>` -* :doc:`IRDFT <../operations-specifications/signals/irdft-9>` -* :doc:`IsInf <../operations-specifications/comparison/isinf-10>` -* :doc:`IsNaN <../operations-specifications/comparison/isnan-10>` -* :doc:`Less <../operations-specifications/comparison/less-1>` -* :doc:`LessEqual <../operations-specifications/comparison/lessequal-1>` -* :doc:`Log <../operations-specifications/arithmetic/log-1>` -* :doc:`LogicalAnd <../operations-specifications/logical/logical-and-1>` -* :doc:`LogicalNot <../operations-specifications/logical/logical-not-1>` -* :doc:`LogicalOr <../operations-specifications/logical/logical-or-1>` -* :doc:`LogicalXor <../operations-specifications/logical/logical-xor-1>` -* :doc:`LogSoftmax <../operations-specifications/activation/log-soft-max-5>` -* :doc:`Loop <../operations-specifications/infrastructure/loop-5>` -* :doc:`LRN <../operations-specifications/normalization/lrn-1>` -* :doc:`LSTMCell <../operations-specifications/sequence/lstm-cell-1>` -* :doc:`LSTMSequence <../operations-specifications/sequence/lstm-sequence-1>` -* :doc:`MatMul <../operations-specifications/matrix/matmul-1>` -* :doc:`MatrixNMS <../operations-specifications/sort/matrix-non-max-suppression-8>` -* :doc:`MaxPool <../operations-specifications/pooling/max-pool-8>` -* :doc:`Maximum <../operations-specifications/arithmetic/maximum-1>` -* :doc:`Minimum <../operations-specifications/arithmetic/minimum-1>` -* :doc:`Mish <../operations-specifications/activation/mish-4>` -* :doc:`Mod <../operations-specifications/arithmetic/mod-1>` -* :doc:`MVN <../operations-specifications/normalization/mvn-6>` -* :doc:`MulticlassNMS <../operations-specifications/sort/multiclass-non-max-suppression-9>` -* :doc:`Multiply <../operations-specifications/arithmetic/multiply-1>` -* :doc:`Negative <../operations-specifications/arithmetic/negative-1>` -* :doc:`NonMaxSuppression <../operations-specifications/sort/no-max-suppression-5>` -* :doc:`NonZero <../operations-specifications/condition/nonzero-3>` -* :doc:`NormalizeL2 <../operations-specifications/normalization/normalize-l2-1>` -* :doc:`NotEqual <../operations-specifications/comparison/notequal-1>` -* :doc:`NV12toBGR <../operations-specifications/image/nv12-to-bgr-8>` -* :doc:`NV12toRGB <../operations-specifications/image/nv12-to-rgb-8>` -* :doc:`OneHot <../operations-specifications/sequence/one-hot-1>` -* :doc:`Pad <../operations-specifications/movement/pad-1>` -* :doc:`Parameter <../operations-specifications/infrastructure/parameter-1>` -* :doc:`Power <../operations-specifications/arithmetic/power-1>` -* :doc:`PReLU <../operations-specifications/activation/prelu-1>` -* :doc:`PriorBoxClustered <../operations-specifications/detection/prior-box-clustered-1>` -* :doc:`PriorBox <../operations-specifications/detection/prior-box-8>` -* :doc:`Proposal <../operations-specifications/detection/proposal-4>` -* :doc:`PSROIPooling <../operations-specifications/detection/psroi-pooling-1>` -* :doc:`RandomUniform <../operations-specifications/generation/random-uniform-8>` -* :doc:`Range <../operations-specifications/generation/range-4>` -* :doc:`RDFT <../operations-specifications/signals/rdft-9>` -* :doc:`ReLU <../operations-specifications/activation/relu-1>` -* :doc:`ReadValue <../operations-specifications/infrastructure/read-value-3>` -* :doc:`ReduceL1 <../operations-specifications/reduction/reduce-l1-4>` -* :doc:`ReduceL2 <../operations-specifications/reduction/reduce-l2-4>` -* :doc:`ReduceLogicalAnd <../operations-specifications/reduction/reduce-logical-and-1>` -* :doc:`ReduceLogicalOr <../operations-specifications/reduction/reduce-logical-or-1>` -* :doc:`ReduceMax <../operations-specifications/reduction/reduce-max-1>` -* :doc:`ReduceMean <../operations-specifications/reduction/reduce-mean-1>` -* :doc:`ReduceMin <../operations-specifications/reduction/reduce-min-1>` -* :doc:`ReduceProd <../operations-specifications/reduction/reduce-prod-1>` -* :doc:`ReduceSum <../operations-specifications/reduction/reduce-sum-1>` -* :doc:`RegionYolo <../operations-specifications/detection/region-yolo-1>` -* :doc:`ReorgYolo <../operations-specifications/detection/reorg-yolo-1>` -* :doc:`Reshape <../operations-specifications/shape/reshape-1>` -* :doc:`Result <../operations-specifications/infrastructure/result-1>` -* :doc:`ReverseSequence <../operations-specifications/movement/reverse-sequence-1>` -* :doc:`RNNCell <../operations-specifications/sequence/rnn-cell-3>` -* :doc:`RNNSequence <../operations-specifications/sequence/rnn-sequence-5>` -* :doc:`ROIAlign <../operations-specifications/detection/roi-align-9>` -* :doc:`ROIPooling <../operations-specifications/detection/roi-pooling-1>` -* :doc:`Roll <../operations-specifications/movement/roll-7>` -* :doc:`Round <../operations-specifications/arithmetic/round-5>` -* :doc:`ScatterElementsUpdate <../operations-specifications/movement/scatter-elements-update-3>` -* :doc:`ScatterNDUpdate <../operations-specifications/movement/scatter-nd-update-3>` -* :doc:`ScatterUpdate <../operations-specifications/movement/scatter-update-3>` -* :doc:`Select <../operations-specifications/condition/select-1>` -* :doc:`Selu <../operations-specifications/activation/selu-1>` -* :doc:`ShapeOf <../operations-specifications/shape/shape-of-3>` -* :doc:`ShuffleChannels <../operations-specifications/movement/shuffle-channels-1>` -* :doc:`Sigmoid <../operations-specifications/activation/sigmoid-1>` -* :doc:`Sign <../operations-specifications/arithmetic/sign-1>` -* :doc:`Sin <../operations-specifications/arithmetic/sin-1>` -* :doc:`Sinh <../operations-specifications/arithmetic/sinh-1>` -* :doc:`Slice <../operations-specifications/movement/slice-8>` -* :doc:`SoftMax <../operations-specifications/activation/softmax-8>` -* :doc:`SoftPlus <../operations-specifications/activation/softplus-4>` -* :doc:`SoftSign <../operations-specifications/activation/softsign-9>` -* :doc:`SpaceToBatch <../operations-specifications/movement/space-to-batch-2>` -* :doc:`SpaceToDepth <../operations-specifications/movement/space-to-depth-1>` -* :doc:`Split <../operations-specifications/movement/split-1>` -* :doc:`Sqrt <../operations-specifications/arithmetic/sqrt-1>` -* :doc:`SquaredDifference <../operations-specifications/arithmetic/squared-difference-1>` -* :doc:`Squeeze <../operations-specifications/shape/squeeze-1>` -* :doc:`StridedSlice <../operations-specifications/movement/strided-slice-1>` -* :doc:`Subtract <../operations-specifications/arithmetic/subtract-1>` -* :doc:`Swish <../operations-specifications/activation/swish-4>` -* :doc:`Tan <../operations-specifications/arithmetic/tan-1>` -* :doc:`Tanh <../operations-specifications/arithmetic/tanh-1>` -* :doc:`TensorIterator <../operations-specifications/infrastructure/tensor-iterator-1>` -* :doc:`Tile <../operations-specifications/movement/tile-1>` -* :doc:`TopK <../operations-specifications/sort/top-k-3>` -* :doc:`Transpose <../operations-specifications/movement/transpose-1>` -* :doc:`Unique <../operations-specifications/movement/unique-10>` -* :doc:`Unsqueeze <../operations-specifications/shape/unsqueeze-1>` -* :doc:`VariadicSplit <../operations-specifications/movement/variadic-split-1>` +* :doc:`Abs <../operation-specs/arithmetic/abs-1>` +* :doc:`Acos <../operation-specs/arithmetic/acos-1>` +* :doc:`Acosh <../operation-specs/arithmetic/acosh-3>` +* :doc:`AdaptiveAvgPool <../operation-specs/pooling/adaptive-avg-pool-8>` +* :doc:`AdaptiveMaxPool <../operation-specs/pooling/adaptive-max-pool-8>` +* :doc:`Add <../operation-specs/arithmetic/add-1>` +* :doc:`Asin <../operation-specs/arithmetic/asin-1>` +* :doc:`Asinh <../operation-specs/arithmetic/asinh-3>` +* :doc:`Assign <../operation-specs/infrastructure/assign-3>` +* :doc:`Atan <../operation-specs/arithmetic/atan-1>` +* :doc:`Atanh <../operation-specs/arithmetic/atanh-3>` +* :doc:`AvgPool <../operation-specs/pooling/avg-pool-1>` +* :doc:`BatchNormInference <../operation-specs/normalization/batch-norm-inference-5>` +* :doc:`BatchToSpace <../operation-specs/movement/batch-to-space-2>` +* :doc:`BinaryConvolution <../operation-specs/convolution/binary-convolution-1>` +* :doc:`Broadcast <../operation-specs/movement/broadcast-3>` +* :doc:`Bucketize <../operation-specs/condition/bucketize-3>` +* :doc:`CTCGreedyDecoder <../operation-specs/sequence/ctc-greedy-decoder-1>` +* :doc:`CTCGreedyDecoderSeqLen <../operation-specs/sequence/ctc-greedy-decoder-seq-len-6>` +* :doc:`CTCLoss <../operation-specs/sequence/ctc-loss-4>` +* :doc:`Ceiling <../operation-specs/arithmetic/ceiling-1>` +* :doc:`Clamp <../operation-specs/activation/clamp-1>` +* :doc:`Concat <../operation-specs/movement/concat-1>` +* :doc:`Constant <../operation-specs/infrastructure/constant-1>` +* :doc:`Convert <../operation-specs/type/convert-1>` +* :doc:`ConvertLike <../operation-specs/type/convert-like-1>` +* :doc:`Convolution <../operation-specs/convolution/convolution-1>` +* :doc:`ConvolutionBackpropData <../operation-specs/convolution/convolution-backprop-data-1>` +* :doc:`Cos <../operation-specs/arithmetic/cos-1>` +* :doc:`Cosh <../operation-specs/arithmetic/cosh-1>` +* :doc:`CumSum <../operation-specs/arithmetic/cumsum-3>` +* :doc:`DeformableConvolution <../operation-specs/convolution/deformable-convolution-8>` +* :doc:`DeformablePSROIPooling <../operation-specs/detection/deformable-psroi-pooling-1>` +* :doc:`DepthToSpace <../operation-specs/movement/depth-to-space-1>` +* :doc:`DetectionOutput <../operation-specs/detection/detectionoutput-8>` +* :doc:`DFT <../operation-specs/signals/dft-7>` +* :doc:`Divide <../operation-specs/arithmetic/divide-1>` +* :doc:`Einsum <../operation-specs/matrix/einsum-7>` +* :doc:`Elu <../operation-specs/activation/elu-1>` +* :doc:`EmbeddingBagOffsetsSum <../operation-specs/sparse/embedding-bag-offsets-sum-3>` +* :doc:`EmbeddingBagPackedSum <../operation-specs/sparse/embedding-bag-packed-sum-3>` +* :doc:`EmbeddingSegmentsSum <../operation-specs/sparse/embedding-segments-sum-3>` +* :doc:`Equal <../operation-specs/comparison/equal-1>` +* :doc:`Erf <../operation-specs/arithmetic/erf-1>` +* :doc:`Exp <../operation-specs/activation/exp-1>` +* :doc:`ExperimentalDetectronDetectionOutput_6 <../operation-specs/detection/experimental-detectron-detection-output-6>` +* :doc:`ExperimentalDetectronGenerateProposalsSingleImage_6 <../operation-specs/detection/experimental-detectron-generate-proposals-single-image-6>` +* :doc:`ExperimentalDetectronPriorGridGenerator_6 <../operation-specs/detection/experimental-detectron-prior-grid-generator-6>` +* :doc:`ExperimentalDetectronROIFeatureExtractor_6 <../operation-specs/detection/experimental-detectron-roi-feature-extractor-6>` +* :doc:`ExperimentalDetectronTopKROIs_6 <../operation-specs/sort/experimental-detectron-top-krois-6>` +* :doc:`ExtractImagePatches <../operation-specs/movement/extract-image-patches-3>` +* :doc:`Eye <../operation-specs/generation/eye-9>` +* :doc:`FakeQuantize <../operation-specs/quantization/fake-quantize-1>` +* :doc:`Floor <../operation-specs/arithmetic/floor-1>` +* :doc:`FloorMod <../operation-specs/arithmetic/floormod-1>` +* :doc:`Gather <../operation-specs/movement/gather-8>` +* :doc:`GatherElements <../operation-specs/movement/gather-elements-6>` +* :doc:`GatherND <../operation-specs/movement/gather-nd-8>` +* :doc:`GatherTree <../operation-specs/movement/gather-tree-1>` +* :doc:`Gelu <../operation-specs/activation/gelu-7>` +* :doc:`GenerateProposals <../operation-specs/detection/generate-proposals-9>` +* :doc:`Greater <../operation-specs/comparison/greater-1>` +* :doc:`GreaterEqual <../operation-specs/comparison/greater-equal-1>` +* :doc:`GridSample <../operation-specs/image/grid-sample-9>` +* :doc:`GRN <../operation-specs/normalization/grn-1>` +* :doc:`GroupConvolution <../operation-specs/convolution/group-convolution-1>` +* :doc:`GroupConvolutionBackpropData <../operation-specs/convolution/group-convolution-backprop-data-1>` +* :doc:`GRUCell <../operation-specs/sequence/gru-cell-3>` +* :doc:`GRUSequence <../operation-specs/sequence/gru-sequence-5>` +* :doc:`HardSigmoid <../operation-specs/activation/hard-sigmoid-1>` +* :doc:`HSigmoid <../operation-specs/activation/hsigmoid-5>` +* :doc:`HSwish <../operation-specs/activation/hswish-4>` +* :doc:`IDFT <../operation-specs/signals/idft-7>` +* :doc:`I420toBGR <../operation-specs/image/i420-to-bgr-8>` +* :doc:`I420toRGB <../operation-specs/image/i420-to-rgb-8>` +* :doc:`If <../operation-specs/condition/if-8>` +* :doc:`Interpolate <../operation-specs/image/interpolate-4>` +* :doc:`IRDFT <../operation-specs/signals/irdft-9>` +* :doc:`IsInf <../operation-specs/comparison/isinf-10>` +* :doc:`IsNaN <../operation-specs/comparison/isnan-10>` +* :doc:`Less <../operation-specs/comparison/less-1>` +* :doc:`LessEqual <../operation-specs/comparison/lessequal-1>` +* :doc:`Log <../operation-specs/arithmetic/log-1>` +* :doc:`LogicalAnd <../operation-specs/logical/logical-and-1>` +* :doc:`LogicalNot <../operation-specs/logical/logical-not-1>` +* :doc:`LogicalOr <../operation-specs/logical/logical-or-1>` +* :doc:`LogicalXor <../operation-specs/logical/logical-xor-1>` +* :doc:`LogSoftmax <../operation-specs/activation/log-soft-max-5>` +* :doc:`Loop <../operation-specs/infrastructure/loop-5>` +* :doc:`LRN <../operation-specs/normalization/lrn-1>` +* :doc:`LSTMCell <../operation-specs/sequence/lstm-cell-1>` +* :doc:`LSTMSequence <../operation-specs/sequence/lstm-sequence-1>` +* :doc:`MatMul <../operation-specs/matrix/matmul-1>` +* :doc:`MatrixNMS <../operation-specs/sort/matrix-non-max-suppression-8>` +* :doc:`MaxPool <../operation-specs/pooling/max-pool-8>` +* :doc:`Maximum <../operation-specs/arithmetic/maximum-1>` +* :doc:`Minimum <../operation-specs/arithmetic/minimum-1>` +* :doc:`Mish <../operation-specs/activation/mish-4>` +* :doc:`Mod <../operation-specs/arithmetic/mod-1>` +* :doc:`MVN <../operation-specs/normalization/mvn-6>` +* :doc:`MulticlassNMS <../operation-specs/sort/multiclass-non-max-suppression-9>` +* :doc:`Multiply <../operation-specs/arithmetic/multiply-1>` +* :doc:`Negative <../operation-specs/arithmetic/negative-1>` +* :doc:`NonMaxSuppression <../operation-specs/sort/no-max-suppression-5>` +* :doc:`NonZero <../operation-specs/condition/nonzero-3>` +* :doc:`NormalizeL2 <../operation-specs/normalization/normalize-l2-1>` +* :doc:`NotEqual <../operation-specs/comparison/notequal-1>` +* :doc:`NV12toBGR <../operation-specs/image/nv12-to-bgr-8>` +* :doc:`NV12toRGB <../operation-specs/image/nv12-to-rgb-8>` +* :doc:`OneHot <../operation-specs/sequence/one-hot-1>` +* :doc:`Pad <../operation-specs/movement/pad-1>` +* :doc:`Parameter <../operation-specs/infrastructure/parameter-1>` +* :doc:`Power <../operation-specs/arithmetic/power-1>` +* :doc:`PReLU <../operation-specs/activation/prelu-1>` +* :doc:`PriorBoxClustered <../operation-specs/detection/prior-box-clustered-1>` +* :doc:`PriorBox <../operation-specs/detection/prior-box-8>` +* :doc:`Proposal <../operation-specs/detection/proposal-4>` +* :doc:`PSROIPooling <../operation-specs/detection/psroi-pooling-1>` +* :doc:`RandomUniform <../operation-specs/generation/random-uniform-8>` +* :doc:`Range <../operation-specs/generation/range-4>` +* :doc:`RDFT <../operation-specs/signals/rdft-9>` +* :doc:`ReLU <../operation-specs/activation/relu-1>` +* :doc:`ReadValue <../operation-specs/infrastructure/read-value-3>` +* :doc:`ReduceL1 <../operation-specs/reduction/reduce-l1-4>` +* :doc:`ReduceL2 <../operation-specs/reduction/reduce-l2-4>` +* :doc:`ReduceLogicalAnd <../operation-specs/reduction/reduce-logical-and-1>` +* :doc:`ReduceLogicalOr <../operation-specs/reduction/reduce-logical-or-1>` +* :doc:`ReduceMax <../operation-specs/reduction/reduce-max-1>` +* :doc:`ReduceMean <../operation-specs/reduction/reduce-mean-1>` +* :doc:`ReduceMin <../operation-specs/reduction/reduce-min-1>` +* :doc:`ReduceProd <../operation-specs/reduction/reduce-prod-1>` +* :doc:`ReduceSum <../operation-specs/reduction/reduce-sum-1>` +* :doc:`RegionYolo <../operation-specs/detection/region-yolo-1>` +* :doc:`ReorgYolo <../operation-specs/detection/reorg-yolo-1>` +* :doc:`Reshape <../operation-specs/shape/reshape-1>` +* :doc:`Result <../operation-specs/infrastructure/result-1>` +* :doc:`ReverseSequence <../operation-specs/movement/reverse-sequence-1>` +* :doc:`RNNCell <../operation-specs/sequence/rnn-cell-3>` +* :doc:`RNNSequence <../operation-specs/sequence/rnn-sequence-5>` +* :doc:`ROIAlign <../operation-specs/detection/roi-align-9>` +* :doc:`ROIPooling <../operation-specs/detection/roi-pooling-1>` +* :doc:`Roll <../operation-specs/movement/roll-7>` +* :doc:`Round <../operation-specs/arithmetic/round-5>` +* :doc:`ScatterElementsUpdate <../operation-specs/movement/scatter-elements-update-3>` +* :doc:`ScatterNDUpdate <../operation-specs/movement/scatter-nd-update-3>` +* :doc:`ScatterUpdate <../operation-specs/movement/scatter-update-3>` +* :doc:`Select <../operation-specs/condition/select-1>` +* :doc:`Selu <../operation-specs/activation/selu-1>` +* :doc:`ShapeOf <../operation-specs/shape/shape-of-3>` +* :doc:`ShuffleChannels <../operation-specs/movement/shuffle-channels-1>` +* :doc:`Sigmoid <../operation-specs/activation/sigmoid-1>` +* :doc:`Sign <../operation-specs/arithmetic/sign-1>` +* :doc:`Sin <../operation-specs/arithmetic/sin-1>` +* :doc:`Sinh <../operation-specs/arithmetic/sinh-1>` +* :doc:`Slice <../operation-specs/movement/slice-8>` +* :doc:`SoftMax <../operation-specs/activation/softmax-8>` +* :doc:`SoftPlus <../operation-specs/activation/softplus-4>` +* :doc:`SoftSign <../operation-specs/activation/softsign-9>` +* :doc:`SpaceToBatch <../operation-specs/movement/space-to-batch-2>` +* :doc:`SpaceToDepth <../operation-specs/movement/space-to-depth-1>` +* :doc:`Split <../operation-specs/movement/split-1>` +* :doc:`Sqrt <../operation-specs/arithmetic/sqrt-1>` +* :doc:`SquaredDifference <../operation-specs/arithmetic/squared-difference-1>` +* :doc:`Squeeze <../operation-specs/shape/squeeze-1>` +* :doc:`StridedSlice <../operation-specs/movement/strided-slice-1>` +* :doc:`Subtract <../operation-specs/arithmetic/subtract-1>` +* :doc:`Swish <../operation-specs/activation/swish-4>` +* :doc:`Tan <../operation-specs/arithmetic/tan-1>` +* :doc:`Tanh <../operation-specs/arithmetic/tanh-1>` +* :doc:`TensorIterator <../operation-specs/infrastructure/tensor-iterator-1>` +* :doc:`Tile <../operation-specs/movement/tile-1>` +* :doc:`TopK <../operation-specs/sort/top-k-3>` +* :doc:`Transpose <../operation-specs/movement/transpose-1>` +* :doc:`Unique <../operation-specs/movement/unique-10>` +* :doc:`Unsqueeze <../operation-specs/shape/unsqueeze-1>` +* :doc:`VariadicSplit <../operation-specs/movement/variadic-split-1>` diff --git a/docs/articles_en/documentation/openvino-ir-format/operation-sets/available-opsets/opset11.rst b/docs/articles_en/documentation/openvino-ir-format/operation-sets/available-opsets/opset11.rst index 851f111ecac011..14049ddbb7d369 100644 --- a/docs/articles_en/documentation/openvino-ir-format/operation-sets/available-opsets/opset11.rst +++ b/docs/articles_en/documentation/openvino-ir-format/operation-sets/available-opsets/opset11.rst @@ -19,180 +19,180 @@ declared in ``namespace opset11``. Table of Contents ################## -* :doc:`Abs <../operations-specifications/arithmetic/abs-1>` -* :doc:`Acos <../operations-specifications/arithmetic/acos-1>` -* :doc:`Acosh <../operations-specifications/arithmetic/acosh-3>` -* :doc:`AdaptiveAvgPool <../operations-specifications/pooling/adaptive-avg-pool-8>` -* :doc:`AdaptiveMaxPool <../operations-specifications/pooling/adaptive-max-pool-8>` -* :doc:`Add <../operations-specifications/arithmetic/add-1>` -* :doc:`Asin <../operations-specifications/arithmetic/asin-1>` -* :doc:`Asinh <../operations-specifications/arithmetic/asinh-3>` -* :doc:`Assign <../operations-specifications/infrastructure/assign-3>` -* :doc:`Atan <../operations-specifications/arithmetic/atan-1>` -* :doc:`Atanh <../operations-specifications/arithmetic/atanh-3>` -* :doc:`AvgPool <../operations-specifications/pooling/avg-pool-1>` -* :doc:`BatchNormInference <../operations-specifications/normalization/batch-norm-inference-5>` -* :doc:`BatchToSpace <../operations-specifications/movement/batch-to-space-2>` -* :doc:`BinaryConvolution <../operations-specifications/convolution/binary-convolution-1>` -* :doc:`Broadcast <../operations-specifications/movement/broadcast-3>` -* :doc:`Bucketize <../operations-specifications/condition/bucketize-3>` -* :doc:`CTCGreedyDecoder <../operations-specifications/sequence/ctc-greedy-decoder-1>` -* :doc:`CTCGreedyDecoderSeqLen <../operations-specifications/sequence/ctc-greedy-decoder-seq-len-6>` -* :doc:`CTCLoss <../operations-specifications/sequence/ctc-loss-4>` -* :doc:`Ceiling <../operations-specifications/arithmetic/ceiling-1>` -* :doc:`Clamp <../operations-specifications/activation/clamp-1>` -* :doc:`Concat <../operations-specifications/movement/concat-1>` -* :doc:`Constant <../operations-specifications/infrastructure/constant-1>` -* :doc:`Convert <../operations-specifications/type/convert-1>` -* :doc:`ConvertLike <../operations-specifications/type/convert-like-1>` -* :doc:`Convolution <../operations-specifications/convolution/convolution-1>` -* :doc:`ConvolutionBackpropData <../operations-specifications/convolution/convolution-backprop-data-1>` -* :doc:`Cos <../operations-specifications/arithmetic/cos-1>` -* :doc:`Cosh <../operations-specifications/arithmetic/cosh-1>` -* :doc:`CumSum <../operations-specifications/arithmetic/cumsum-3>` -* :doc:`DeformableConvolution <../operations-specifications/convolution/deformable-convolution-8>` -* :doc:`DeformablePSROIPooling <../operations-specifications/detection/deformable-psroi-pooling-1>` -* :doc:`DepthToSpace <../operations-specifications/movement/depth-to-space-1>` -* :doc:`DetectionOutput <../operations-specifications/detection/detectionoutput-8>` -* :doc:`DFT <../operations-specifications/signals/dft-7>` -* :doc:`Divide <../operations-specifications/arithmetic/divide-1>` -* :doc:`Einsum <../operations-specifications/matrix/einsum-7>` -* :doc:`Elu <../operations-specifications/activation/elu-1>` -* :doc:`EmbeddingBagOffsetsSum <../operations-specifications/sparse/embedding-bag-offsets-sum-3>` -* :doc:`EmbeddingBagPackedSum <../operations-specifications/sparse/embedding-bag-packed-sum-3>` -* :doc:`EmbeddingSegmentsSum <../operations-specifications/sparse/embedding-segments-sum-3>` -* :doc:`Equal <../operations-specifications/comparison/equal-1>` -* :doc:`Erf <../operations-specifications/arithmetic/erf-1>` -* :doc:`Exp <../operations-specifications/activation/exp-1>` -* :doc:`ExperimentalDetectronDetectionOutput_6 <../operations-specifications/detection/experimental-detectron-detection-output-6>` -* :doc:`ExperimentalDetectronGenerateProposalsSingleImage_6 <../operations-specifications/detection/experimental-detectron-generate-proposals-single-image-6>` -* :doc:`ExperimentalDetectronPriorGridGenerator_6 <../operations-specifications/detection/experimental-detectron-prior-grid-generator-6>` -* :doc:`ExperimentalDetectronROIFeatureExtractor_6 <../operations-specifications/detection/experimental-detectron-roi-feature-extractor-6>` -* :doc:`ExperimentalDetectronTopKROIs_6 <../operations-specifications/sort/experimental-detectron-top-krois-6>` -* :doc:`ExtractImagePatches <../operations-specifications/movement/extract-image-patches-3>` -* :doc:`Eye <../operations-specifications/generation/eye-9>` -* :doc:`FakeQuantize <../operations-specifications/quantization/fake-quantize-1>` -* :doc:`Floor <../operations-specifications/arithmetic/floor-1>` -* :doc:`FloorMod <../operations-specifications/arithmetic/floormod-1>` -* :doc:`Gather <../operations-specifications/movement/gather-8>` -* :doc:`GatherElements <../operations-specifications/movement/gather-elements-6>` -* :doc:`GatherND <../operations-specifications/movement/gather-nd-8>` -* :doc:`GatherTree <../operations-specifications/movement/gather-tree-1>` -* :doc:`Gelu <../operations-specifications/activation/gelu-7>` -* :doc:`GenerateProposals <../operations-specifications/detection/generate-proposals-9>` -* :doc:`Greater <../operations-specifications/comparison/greater-1>` -* :doc:`GreaterEqual <../operations-specifications/comparison/greater-equal-1>` -* :doc:`GridSample <../operations-specifications/image/grid-sample-9>` -* :doc:`GRN <../operations-specifications/normalization/grn-1>` -* :doc:`GroupConvolution <../operations-specifications/convolution/group-convolution-1>` -* :doc:`GroupConvolutionBackpropData <../operations-specifications/convolution/group-convolution-backprop-data-1>` -* :doc:`GRUCell <../operations-specifications/sequence/gru-cell-3>` -* :doc:`GRUSequence <../operations-specifications/sequence/gru-sequence-5>` -* :doc:`HardSigmoid <../operations-specifications/activation/hard-sigmoid-1>` -* :doc:`HSigmoid <../operations-specifications/activation/hsigmoid-5>` -* :doc:`HSwish <../operations-specifications/activation/hswish-4>` -* :doc:`IDFT <../operations-specifications/signals/idft-7>` -* :doc:`I420toBGR <../operations-specifications/image/i420-to-bgr-8>` -* :doc:`I420toRGB <../operations-specifications/image/i420-to-rgb-8>` -* :doc:`If <../operations-specifications/condition/if-8>` -* :doc:`Interpolate <../operations-specifications/image/interpolate-11>` -* :doc:`IRDFT <../operations-specifications/signals/irdft-9>` -* :doc:`IsInf <../operations-specifications/comparison/isinf-10>` -* :doc:`IsNaN <../operations-specifications/comparison/isnan-10>` -* :doc:`Less <../operations-specifications/comparison/less-1>` -* :doc:`LessEqual <../operations-specifications/comparison/lessequal-1>` -* :doc:`Log <../operations-specifications/arithmetic/log-1>` -* :doc:`LogicalAnd <../operations-specifications/logical/logical-and-1>` -* :doc:`LogicalNot <../operations-specifications/logical/logical-not-1>` -* :doc:`LogicalOr <../operations-specifications/logical/logical-or-1>` -* :doc:`LogicalXor <../operations-specifications/logical/logical-xor-1>` -* :doc:`LogSoftmax <../operations-specifications/activation/log-soft-max-5>` -* :doc:`Loop <../operations-specifications/infrastructure/loop-5>` -* :doc:`LRN <../operations-specifications/normalization/lrn-1>` -* :doc:`LSTMCell <../operations-specifications/sequence/lstm-cell-1>` -* :doc:`LSTMSequence <../operations-specifications/sequence/lstm-sequence-1>` -* :doc:`MatMul <../operations-specifications/matrix/matmul-1>` -* :doc:`MatrixNMS <../operations-specifications/sort/matrix-non-max-suppression-8>` -* :doc:`MaxPool <../operations-specifications/pooling/max-pool-8>` -* :doc:`Maximum <../operations-specifications/arithmetic/maximum-1>` -* :doc:`Minimum <../operations-specifications/arithmetic/minimum-1>` -* :doc:`Mish <../operations-specifications/activation/mish-4>` -* :doc:`Mod <../operations-specifications/arithmetic/mod-1>` -* :doc:`MVN <../operations-specifications/normalization/mvn-6>` -* :doc:`MulticlassNMS <../operations-specifications/sort/multiclass-non-max-suppression-9>` -* :doc:`Multiply <../operations-specifications/arithmetic/multiply-1>` -* :doc:`Negative <../operations-specifications/arithmetic/negative-1>` -* :doc:`NonMaxSuppression <../operations-specifications/sort/no-max-suppression-5>` -* :doc:`NonZero <../operations-specifications/condition/nonzero-3>` -* :doc:`NormalizeL2 <../operations-specifications/normalization/normalize-l2-1>` -* :doc:`NotEqual <../operations-specifications/comparison/notequal-1>` -* :doc:`NV12toBGR <../operations-specifications/image/nv12-to-bgr-8>` -* :doc:`NV12toRGB <../operations-specifications/image/nv12-to-rgb-8>` -* :doc:`OneHot <../operations-specifications/sequence/one-hot-1>` -* :doc:`Pad <../operations-specifications/movement/pad-1>` -* :doc:`Parameter <../operations-specifications/infrastructure/parameter-1>` -* :doc:`Power <../operations-specifications/arithmetic/power-1>` -* :doc:`PReLU <../operations-specifications/activation/prelu-1>` -* :doc:`PriorBoxClustered <../operations-specifications/detection/prior-box-clustered-1>` -* :doc:`PriorBox <../operations-specifications/detection/prior-box-8>` -* :doc:`Proposal <../operations-specifications/detection/proposal-4>` -* :doc:`PSROIPooling <../operations-specifications/detection/psroi-pooling-1>` -* :doc:`RandomUniform <../operations-specifications/generation/random-uniform-8>` -* :doc:`Range <../operations-specifications/generation/range-4>` -* :doc:`RDFT <../operations-specifications/signals/rdft-9>` -* :doc:`ReLU <../operations-specifications/activation/relu-1>` -* :doc:`ReadValue <../operations-specifications/infrastructure/read-value-3>` -* :doc:`ReduceL1 <../operations-specifications/reduction/reduce-l1-4>` -* :doc:`ReduceL2 <../operations-specifications/reduction/reduce-l2-4>` -* :doc:`ReduceLogicalAnd <../operations-specifications/reduction/reduce-logical-and-1>` -* :doc:`ReduceLogicalOr <../operations-specifications/reduction/reduce-logical-or-1>` -* :doc:`ReduceMax <../operations-specifications/reduction/reduce-max-1>` -* :doc:`ReduceMean <../operations-specifications/reduction/reduce-mean-1>` -* :doc:`ReduceMin <../operations-specifications/reduction/reduce-min-1>` -* :doc:`ReduceProd <../operations-specifications/reduction/reduce-prod-1>` -* :doc:`ReduceSum <../operations-specifications/reduction/reduce-sum-1>` -* :doc:`RegionYolo <../operations-specifications/detection/region-yolo-1>` -* :doc:`ReorgYolo <../operations-specifications/detection/reorg-yolo-1>` -* :doc:`Reshape <../operations-specifications/shape/reshape-1>` -* :doc:`Result <../operations-specifications/infrastructure/result-1>` -* :doc:`ReverseSequence <../operations-specifications/movement/reverse-sequence-1>` -* :doc:`RNNCell <../operations-specifications/sequence/rnn-cell-3>` -* :doc:`RNNSequence <../operations-specifications/sequence/rnn-sequence-5>` -* :doc:`ROIAlign <../operations-specifications/detection/roi-align-9>` -* :doc:`ROIPooling <../operations-specifications/detection/roi-pooling-1>` -* :doc:`Roll <../operations-specifications/movement/roll-7>` -* :doc:`Round <../operations-specifications/arithmetic/round-5>` -* :doc:`ScatterElementsUpdate <../operations-specifications/movement/scatter-elements-update-3>` -* :doc:`ScatterNDUpdate <../operations-specifications/movement/scatter-nd-update-3>` -* :doc:`ScatterUpdate <../operations-specifications/movement/scatter-update-3>` -* :doc:`Select <../operations-specifications/condition/select-1>` -* :doc:`Selu <../operations-specifications/activation/selu-1>` -* :doc:`ShapeOf <../operations-specifications/shape/shape-of-3>` -* :doc:`ShuffleChannels <../operations-specifications/movement/shuffle-channels-1>` -* :doc:`Sigmoid <../operations-specifications/activation/sigmoid-1>` -* :doc:`Sign <../operations-specifications/arithmetic/sign-1>` -* :doc:`Sin <../operations-specifications/arithmetic/sin-1>` -* :doc:`Sinh <../operations-specifications/arithmetic/sinh-1>` -* :doc:`Slice <../operations-specifications/movement/slice-8>` -* :doc:`SoftMax <../operations-specifications/activation/softmax-8>` -* :doc:`SoftPlus <../operations-specifications/activation/softplus-4>` -* :doc:`SoftSign <../operations-specifications/activation/softsign-9>` -* :doc:`SpaceToBatch <../operations-specifications/movement/space-to-batch-2>` -* :doc:`SpaceToDepth <../operations-specifications/movement/space-to-depth-1>` -* :doc:`Split <../operations-specifications/movement/split-1>` -* :doc:`Sqrt <../operations-specifications/arithmetic/sqrt-1>` -* :doc:`SquaredDifference <../operations-specifications/arithmetic/squared-difference-1>` -* :doc:`Squeeze <../operations-specifications/shape/squeeze-1>` -* :doc:`StridedSlice <../operations-specifications/movement/strided-slice-1>` -* :doc:`Subtract <../operations-specifications/arithmetic/subtract-1>` -* :doc:`Swish <../operations-specifications/activation/swish-4>` -* :doc:`Tan <../operations-specifications/arithmetic/tan-1>` -* :doc:`Tanh <../operations-specifications/arithmetic/tanh-1>` -* :doc:`TensorIterator <../operations-specifications/infrastructure/tensor-iterator-1>` -* :doc:`Tile <../operations-specifications/movement/tile-1>` -* :doc:`TopK <../operations-specifications/sort/top-k-11>` -* :doc:`Transpose <../operations-specifications/movement/transpose-1>` -* :doc:`Unique <../operations-specifications/movement/unique-10>` -* :doc:`Unsqueeze <../operations-specifications/shape/unsqueeze-1>` -* :doc:`VariadicSplit <../operations-specifications/movement/variadic-split-1>` +* :doc:`Abs <../operation-specs/arithmetic/abs-1>` +* :doc:`Acos <../operation-specs/arithmetic/acos-1>` +* :doc:`Acosh <../operation-specs/arithmetic/acosh-3>` +* :doc:`AdaptiveAvgPool <../operation-specs/pooling/adaptive-avg-pool-8>` +* :doc:`AdaptiveMaxPool <../operation-specs/pooling/adaptive-max-pool-8>` +* :doc:`Add <../operation-specs/arithmetic/add-1>` +* :doc:`Asin <../operation-specs/arithmetic/asin-1>` +* :doc:`Asinh <../operation-specs/arithmetic/asinh-3>` +* :doc:`Assign <../operation-specs/infrastructure/assign-3>` +* :doc:`Atan <../operation-specs/arithmetic/atan-1>` +* :doc:`Atanh <../operation-specs/arithmetic/atanh-3>` +* :doc:`AvgPool <../operation-specs/pooling/avg-pool-1>` +* :doc:`BatchNormInference <../operation-specs/normalization/batch-norm-inference-5>` +* :doc:`BatchToSpace <../operation-specs/movement/batch-to-space-2>` +* :doc:`BinaryConvolution <../operation-specs/convolution/binary-convolution-1>` +* :doc:`Broadcast <../operation-specs/movement/broadcast-3>` +* :doc:`Bucketize <../operation-specs/condition/bucketize-3>` +* :doc:`CTCGreedyDecoder <../operation-specs/sequence/ctc-greedy-decoder-1>` +* :doc:`CTCGreedyDecoderSeqLen <../operation-specs/sequence/ctc-greedy-decoder-seq-len-6>` +* :doc:`CTCLoss <../operation-specs/sequence/ctc-loss-4>` +* :doc:`Ceiling <../operation-specs/arithmetic/ceiling-1>` +* :doc:`Clamp <../operation-specs/activation/clamp-1>` +* :doc:`Concat <../operation-specs/movement/concat-1>` +* :doc:`Constant <../operation-specs/infrastructure/constant-1>` +* :doc:`Convert <../operation-specs/type/convert-1>` +* :doc:`ConvertLike <../operation-specs/type/convert-like-1>` +* :doc:`Convolution <../operation-specs/convolution/convolution-1>` +* :doc:`ConvolutionBackpropData <../operation-specs/convolution/convolution-backprop-data-1>` +* :doc:`Cos <../operation-specs/arithmetic/cos-1>` +* :doc:`Cosh <../operation-specs/arithmetic/cosh-1>` +* :doc:`CumSum <../operation-specs/arithmetic/cumsum-3>` +* :doc:`DeformableConvolution <../operation-specs/convolution/deformable-convolution-8>` +* :doc:`DeformablePSROIPooling <../operation-specs/detection/deformable-psroi-pooling-1>` +* :doc:`DepthToSpace <../operation-specs/movement/depth-to-space-1>` +* :doc:`DetectionOutput <../operation-specs/detection/detectionoutput-8>` +* :doc:`DFT <../operation-specs/signals/dft-7>` +* :doc:`Divide <../operation-specs/arithmetic/divide-1>` +* :doc:`Einsum <../operation-specs/matrix/einsum-7>` +* :doc:`Elu <../operation-specs/activation/elu-1>` +* :doc:`EmbeddingBagOffsetsSum <../operation-specs/sparse/embedding-bag-offsets-sum-3>` +* :doc:`EmbeddingBagPackedSum <../operation-specs/sparse/embedding-bag-packed-sum-3>` +* :doc:`EmbeddingSegmentsSum <../operation-specs/sparse/embedding-segments-sum-3>` +* :doc:`Equal <../operation-specs/comparison/equal-1>` +* :doc:`Erf <../operation-specs/arithmetic/erf-1>` +* :doc:`Exp <../operation-specs/activation/exp-1>` +* :doc:`ExperimentalDetectronDetectionOutput_6 <../operation-specs/detection/experimental-detectron-detection-output-6>` +* :doc:`ExperimentalDetectronGenerateProposalsSingleImage_6 <../operation-specs/detection/experimental-detectron-generate-proposals-single-image-6>` +* :doc:`ExperimentalDetectronPriorGridGenerator_6 <../operation-specs/detection/experimental-detectron-prior-grid-generator-6>` +* :doc:`ExperimentalDetectronROIFeatureExtractor_6 <../operation-specs/detection/experimental-detectron-roi-feature-extractor-6>` +* :doc:`ExperimentalDetectronTopKROIs_6 <../operation-specs/sort/experimental-detectron-top-krois-6>` +* :doc:`ExtractImagePatches <../operation-specs/movement/extract-image-patches-3>` +* :doc:`Eye <../operation-specs/generation/eye-9>` +* :doc:`FakeQuantize <../operation-specs/quantization/fake-quantize-1>` +* :doc:`Floor <../operation-specs/arithmetic/floor-1>` +* :doc:`FloorMod <../operation-specs/arithmetic/floormod-1>` +* :doc:`Gather <../operation-specs/movement/gather-8>` +* :doc:`GatherElements <../operation-specs/movement/gather-elements-6>` +* :doc:`GatherND <../operation-specs/movement/gather-nd-8>` +* :doc:`GatherTree <../operation-specs/movement/gather-tree-1>` +* :doc:`Gelu <../operation-specs/activation/gelu-7>` +* :doc:`GenerateProposals <../operation-specs/detection/generate-proposals-9>` +* :doc:`Greater <../operation-specs/comparison/greater-1>` +* :doc:`GreaterEqual <../operation-specs/comparison/greater-equal-1>` +* :doc:`GridSample <../operation-specs/image/grid-sample-9>` +* :doc:`GRN <../operation-specs/normalization/grn-1>` +* :doc:`GroupConvolution <../operation-specs/convolution/group-convolution-1>` +* :doc:`GroupConvolutionBackpropData <../operation-specs/convolution/group-convolution-backprop-data-1>` +* :doc:`GRUCell <../operation-specs/sequence/gru-cell-3>` +* :doc:`GRUSequence <../operation-specs/sequence/gru-sequence-5>` +* :doc:`HardSigmoid <../operation-specs/activation/hard-sigmoid-1>` +* :doc:`HSigmoid <../operation-specs/activation/hsigmoid-5>` +* :doc:`HSwish <../operation-specs/activation/hswish-4>` +* :doc:`IDFT <../operation-specs/signals/idft-7>` +* :doc:`I420toBGR <../operation-specs/image/i420-to-bgr-8>` +* :doc:`I420toRGB <../operation-specs/image/i420-to-rgb-8>` +* :doc:`If <../operation-specs/condition/if-8>` +* :doc:`Interpolate <../operation-specs/image/interpolate-11>` +* :doc:`IRDFT <../operation-specs/signals/irdft-9>` +* :doc:`IsInf <../operation-specs/comparison/isinf-10>` +* :doc:`IsNaN <../operation-specs/comparison/isnan-10>` +* :doc:`Less <../operation-specs/comparison/less-1>` +* :doc:`LessEqual <../operation-specs/comparison/lessequal-1>` +* :doc:`Log <../operation-specs/arithmetic/log-1>` +* :doc:`LogicalAnd <../operation-specs/logical/logical-and-1>` +* :doc:`LogicalNot <../operation-specs/logical/logical-not-1>` +* :doc:`LogicalOr <../operation-specs/logical/logical-or-1>` +* :doc:`LogicalXor <../operation-specs/logical/logical-xor-1>` +* :doc:`LogSoftmax <../operation-specs/activation/log-soft-max-5>` +* :doc:`Loop <../operation-specs/infrastructure/loop-5>` +* :doc:`LRN <../operation-specs/normalization/lrn-1>` +* :doc:`LSTMCell <../operation-specs/sequence/lstm-cell-1>` +* :doc:`LSTMSequence <../operation-specs/sequence/lstm-sequence-1>` +* :doc:`MatMul <../operation-specs/matrix/matmul-1>` +* :doc:`MatrixNMS <../operation-specs/sort/matrix-non-max-suppression-8>` +* :doc:`MaxPool <../operation-specs/pooling/max-pool-8>` +* :doc:`Maximum <../operation-specs/arithmetic/maximum-1>` +* :doc:`Minimum <../operation-specs/arithmetic/minimum-1>` +* :doc:`Mish <../operation-specs/activation/mish-4>` +* :doc:`Mod <../operation-specs/arithmetic/mod-1>` +* :doc:`MVN <../operation-specs/normalization/mvn-6>` +* :doc:`MulticlassNMS <../operation-specs/sort/multiclass-non-max-suppression-9>` +* :doc:`Multiply <../operation-specs/arithmetic/multiply-1>` +* :doc:`Negative <../operation-specs/arithmetic/negative-1>` +* :doc:`NonMaxSuppression <../operation-specs/sort/no-max-suppression-5>` +* :doc:`NonZero <../operation-specs/condition/nonzero-3>` +* :doc:`NormalizeL2 <../operation-specs/normalization/normalize-l2-1>` +* :doc:`NotEqual <../operation-specs/comparison/notequal-1>` +* :doc:`NV12toBGR <../operation-specs/image/nv12-to-bgr-8>` +* :doc:`NV12toRGB <../operation-specs/image/nv12-to-rgb-8>` +* :doc:`OneHot <../operation-specs/sequence/one-hot-1>` +* :doc:`Pad <../operation-specs/movement/pad-1>` +* :doc:`Parameter <../operation-specs/infrastructure/parameter-1>` +* :doc:`Power <../operation-specs/arithmetic/power-1>` +* :doc:`PReLU <../operation-specs/activation/prelu-1>` +* :doc:`PriorBoxClustered <../operation-specs/detection/prior-box-clustered-1>` +* :doc:`PriorBox <../operation-specs/detection/prior-box-8>` +* :doc:`Proposal <../operation-specs/detection/proposal-4>` +* :doc:`PSROIPooling <../operation-specs/detection/psroi-pooling-1>` +* :doc:`RandomUniform <../operation-specs/generation/random-uniform-8>` +* :doc:`Range <../operation-specs/generation/range-4>` +* :doc:`RDFT <../operation-specs/signals/rdft-9>` +* :doc:`ReLU <../operation-specs/activation/relu-1>` +* :doc:`ReadValue <../operation-specs/infrastructure/read-value-3>` +* :doc:`ReduceL1 <../operation-specs/reduction/reduce-l1-4>` +* :doc:`ReduceL2 <../operation-specs/reduction/reduce-l2-4>` +* :doc:`ReduceLogicalAnd <../operation-specs/reduction/reduce-logical-and-1>` +* :doc:`ReduceLogicalOr <../operation-specs/reduction/reduce-logical-or-1>` +* :doc:`ReduceMax <../operation-specs/reduction/reduce-max-1>` +* :doc:`ReduceMean <../operation-specs/reduction/reduce-mean-1>` +* :doc:`ReduceMin <../operation-specs/reduction/reduce-min-1>` +* :doc:`ReduceProd <../operation-specs/reduction/reduce-prod-1>` +* :doc:`ReduceSum <../operation-specs/reduction/reduce-sum-1>` +* :doc:`RegionYolo <../operation-specs/detection/region-yolo-1>` +* :doc:`ReorgYolo <../operation-specs/detection/reorg-yolo-1>` +* :doc:`Reshape <../operation-specs/shape/reshape-1>` +* :doc:`Result <../operation-specs/infrastructure/result-1>` +* :doc:`ReverseSequence <../operation-specs/movement/reverse-sequence-1>` +* :doc:`RNNCell <../operation-specs/sequence/rnn-cell-3>` +* :doc:`RNNSequence <../operation-specs/sequence/rnn-sequence-5>` +* :doc:`ROIAlign <../operation-specs/detection/roi-align-9>` +* :doc:`ROIPooling <../operation-specs/detection/roi-pooling-1>` +* :doc:`Roll <../operation-specs/movement/roll-7>` +* :doc:`Round <../operation-specs/arithmetic/round-5>` +* :doc:`ScatterElementsUpdate <../operation-specs/movement/scatter-elements-update-3>` +* :doc:`ScatterNDUpdate <../operation-specs/movement/scatter-nd-update-3>` +* :doc:`ScatterUpdate <../operation-specs/movement/scatter-update-3>` +* :doc:`Select <../operation-specs/condition/select-1>` +* :doc:`Selu <../operation-specs/activation/selu-1>` +* :doc:`ShapeOf <../operation-specs/shape/shape-of-3>` +* :doc:`ShuffleChannels <../operation-specs/movement/shuffle-channels-1>` +* :doc:`Sigmoid <../operation-specs/activation/sigmoid-1>` +* :doc:`Sign <../operation-specs/arithmetic/sign-1>` +* :doc:`Sin <../operation-specs/arithmetic/sin-1>` +* :doc:`Sinh <../operation-specs/arithmetic/sinh-1>` +* :doc:`Slice <../operation-specs/movement/slice-8>` +* :doc:`SoftMax <../operation-specs/activation/softmax-8>` +* :doc:`SoftPlus <../operation-specs/activation/softplus-4>` +* :doc:`SoftSign <../operation-specs/activation/softsign-9>` +* :doc:`SpaceToBatch <../operation-specs/movement/space-to-batch-2>` +* :doc:`SpaceToDepth <../operation-specs/movement/space-to-depth-1>` +* :doc:`Split <../operation-specs/movement/split-1>` +* :doc:`Sqrt <../operation-specs/arithmetic/sqrt-1>` +* :doc:`SquaredDifference <../operation-specs/arithmetic/squared-difference-1>` +* :doc:`Squeeze <../operation-specs/shape/squeeze-1>` +* :doc:`StridedSlice <../operation-specs/movement/strided-slice-1>` +* :doc:`Subtract <../operation-specs/arithmetic/subtract-1>` +* :doc:`Swish <../operation-specs/activation/swish-4>` +* :doc:`Tan <../operation-specs/arithmetic/tan-1>` +* :doc:`Tanh <../operation-specs/arithmetic/tanh-1>` +* :doc:`TensorIterator <../operation-specs/infrastructure/tensor-iterator-1>` +* :doc:`Tile <../operation-specs/movement/tile-1>` +* :doc:`TopK <../operation-specs/sort/top-k-11>` +* :doc:`Transpose <../operation-specs/movement/transpose-1>` +* :doc:`Unique <../operation-specs/movement/unique-10>` +* :doc:`Unsqueeze <../operation-specs/shape/unsqueeze-1>` +* :doc:`VariadicSplit <../operation-specs/movement/variadic-split-1>` diff --git a/docs/articles_en/documentation/openvino-ir-format/operation-sets/available-opsets/opset12.rst b/docs/articles_en/documentation/openvino-ir-format/operation-sets/available-opsets/opset12.rst index 4ab3e001a17610..23151563d5bb1b 100644 --- a/docs/articles_en/documentation/openvino-ir-format/operation-sets/available-opsets/opset12.rst +++ b/docs/articles_en/documentation/openvino-ir-format/operation-sets/available-opsets/opset12.rst @@ -19,181 +19,181 @@ declared in ``namespace opset12``. Table of Contents ################## -* :doc:`Abs <../operations-specifications/arithmetic/abs-1>` -* :doc:`Acos <../operations-specifications/arithmetic/acos-1>` -* :doc:`Acosh <../operations-specifications/arithmetic/acosh-3>` -* :doc:`AdaptiveAvgPool <../operations-specifications/pooling/adaptive-avg-pool-8>` -* :doc:`AdaptiveMaxPool <../operations-specifications/pooling/adaptive-max-pool-8>` -* :doc:`Add <../operations-specifications/arithmetic/add-1>` -* :doc:`Asin <../operations-specifications/arithmetic/asin-1>` -* :doc:`Asinh <../operations-specifications/arithmetic/asinh-3>` -* :doc:`Assign <../operations-specifications/infrastructure/assign-3>` -* :doc:`Atan <../operations-specifications/arithmetic/atan-1>` -* :doc:`Atanh <../operations-specifications/arithmetic/atanh-3>` -* :doc:`AvgPool <../operations-specifications/pooling/avg-pool-1>` -* :doc:`BatchNormInference <../operations-specifications/normalization/batch-norm-inference-5>` -* :doc:`BatchToSpace <../operations-specifications/movement/batch-to-space-2>` -* :doc:`BinaryConvolution <../operations-specifications/convolution/binary-convolution-1>` -* :doc:`Broadcast <../operations-specifications/movement/broadcast-3>` -* :doc:`Bucketize <../operations-specifications/condition/bucketize-3>` -* :doc:`CTCGreedyDecoder <../operations-specifications/sequence/ctc-greedy-decoder-1>` -* :doc:`CTCGreedyDecoderSeqLen <../operations-specifications/sequence/ctc-greedy-decoder-seq-len-6>` -* :doc:`CTCLoss <../operations-specifications/sequence/ctc-loss-4>` -* :doc:`Ceiling <../operations-specifications/arithmetic/ceiling-1>` -* :doc:`Clamp <../operations-specifications/activation/clamp-1>` -* :doc:`Concat <../operations-specifications/movement/concat-1>` -* :doc:`Constant <../operations-specifications/infrastructure/constant-1>` -* :doc:`Convert <../operations-specifications/type/convert-1>` -* :doc:`ConvertLike <../operations-specifications/type/convert-like-1>` -* :doc:`Convolution <../operations-specifications/convolution/convolution-1>` -* :doc:`ConvolutionBackpropData <../operations-specifications/convolution/convolution-backprop-data-1>` -* :doc:`Cos <../operations-specifications/arithmetic/cos-1>` -* :doc:`Cosh <../operations-specifications/arithmetic/cosh-1>` -* :doc:`CumSum <../operations-specifications/arithmetic/cumsum-3>` -* :doc:`DeformableConvolution <../operations-specifications/convolution/deformable-convolution-8>` -* :doc:`DeformablePSROIPooling <../operations-specifications/detection/deformable-psroi-pooling-1>` -* :doc:`DepthToSpace <../operations-specifications/movement/depth-to-space-1>` -* :doc:`DetectionOutput <../operations-specifications/detection/detectionoutput-8>` -* :doc:`DFT <../operations-specifications/signals/dft-7>` -* :doc:`Divide <../operations-specifications/arithmetic/divide-1>` -* :doc:`Einsum <../operations-specifications/matrix/einsum-7>` -* :doc:`Elu <../operations-specifications/activation/elu-1>` -* :doc:`EmbeddingBagOffsetsSum <../operations-specifications/sparse/embedding-bag-offsets-sum-3>` -* :doc:`EmbeddingBagPackedSum <../operations-specifications/sparse/embedding-bag-packed-sum-3>` -* :doc:`EmbeddingSegmentsSum <../operations-specifications/sparse/embedding-segments-sum-3>` -* :doc:`Equal <../operations-specifications/comparison/equal-1>` -* :doc:`Erf <../operations-specifications/arithmetic/erf-1>` -* :doc:`Exp <../operations-specifications/activation/exp-1>` -* :doc:`ExperimentalDetectronDetectionOutput_6 <../operations-specifications/detection/experimental-detectron-detection-output-6>` -* :doc:`ExperimentalDetectronGenerateProposalsSingleImage_6 <../operations-specifications/detection/experimental-detectron-generate-proposals-single-image-6>` -* :doc:`ExperimentalDetectronPriorGridGenerator_6 <../operations-specifications/detection/experimental-detectron-prior-grid-generator-6>` -* :doc:`ExperimentalDetectronROIFeatureExtractor_6 <../operations-specifications/detection/experimental-detectron-roi-feature-extractor-6>` -* :doc:`ExperimentalDetectronTopKROIs_6 <../operations-specifications/sort/experimental-detectron-top-krois-6>` -* :doc:`ExtractImagePatches <../operations-specifications/movement/extract-image-patches-3>` -* :doc:`Eye <../operations-specifications/generation/eye-9>` -* :doc:`FakeQuantize <../operations-specifications/quantization/fake-quantize-1>` -* :doc:`Floor <../operations-specifications/arithmetic/floor-1>` -* :doc:`FloorMod <../operations-specifications/arithmetic/floormod-1>` -* :doc:`Gather <../operations-specifications/movement/gather-8>` -* :doc:`GatherElements <../operations-specifications/movement/gather-elements-6>` -* :doc:`GatherND <../operations-specifications/movement/gather-nd-8>` -* :doc:`GatherTree <../operations-specifications/movement/gather-tree-1>` -* :doc:`Gelu <../operations-specifications/activation/gelu-7>` -* :doc:`GenerateProposals <../operations-specifications/detection/generate-proposals-9>` -* :doc:`Greater <../operations-specifications/comparison/greater-1>` -* :doc:`GreaterEqual <../operations-specifications/comparison/greater-equal-1>` -* :doc:`GridSample <../operations-specifications/image/grid-sample-9>` -* :doc:`GRN <../operations-specifications/normalization/grn-1>` -* :doc:`GroupConvolution <../operations-specifications/convolution/group-convolution-1>` -* :doc:`GroupConvolutionBackpropData <../operations-specifications/convolution/group-convolution-backprop-data-1>` -* :doc:`GroupNormalization <../operations-specifications/normalization/group-normalization-12>` -* :doc:`GRUCell <../operations-specifications/sequence/gru-cell-3>` -* :doc:`GRUSequence <../operations-specifications/sequence/gru-sequence-5>` -* :doc:`HardSigmoid <../operations-specifications/activation/hard-sigmoid-1>` -* :doc:`HSigmoid <../operations-specifications/activation/hsigmoid-5>` -* :doc:`HSwish <../operations-specifications/activation/hswish-4>` -* :doc:`IDFT <../operations-specifications/signals/idft-7>` -* :doc:`I420toBGR <../operations-specifications/image/i420-to-bgr-8>` -* :doc:`I420toRGB <../operations-specifications/image/i420-to-rgb-8>` -* :doc:`If <../operations-specifications/condition/if-8>` -* :doc:`Interpolate <../operations-specifications/image/interpolate-11>` -* :doc:`IRDFT <../operations-specifications/signals/irdft-9>` -* :doc:`IsInf <../operations-specifications/comparison/isinf-10>` -* :doc:`IsNaN <../operations-specifications/comparison/isnan-10>` -* :doc:`Less <../operations-specifications/comparison/less-1>` -* :doc:`LessEqual <../operations-specifications/comparison/lessequal-1>` -* :doc:`Log <../operations-specifications/arithmetic/log-1>` -* :doc:`LogicalAnd <../operations-specifications/logical/logical-and-1>` -* :doc:`LogicalNot <../operations-specifications/logical/logical-not-1>` -* :doc:`LogicalOr <../operations-specifications/logical/logical-or-1>` -* :doc:`LogicalXor <../operations-specifications/logical/logical-xor-1>` -* :doc:`LogSoftmax <../operations-specifications/activation/log-soft-max-5>` -* :doc:`Loop <../operations-specifications/infrastructure/loop-5>` -* :doc:`LRN <../operations-specifications/normalization/lrn-1>` -* :doc:`LSTMCell <../operations-specifications/sequence/lstm-cell-1>` -* :doc:`LSTMSequence <../operations-specifications/sequence/lstm-sequence-1>` -* :doc:`MatMul <../operations-specifications/matrix/matmul-1>` -* :doc:`MatrixNMS <../operations-specifications/sort/matrix-non-max-suppression-8>` -* :doc:`MaxPool <../operations-specifications/pooling/max-pool-8>` -* :doc:`Maximum <../operations-specifications/arithmetic/maximum-1>` -* :doc:`Minimum <../operations-specifications/arithmetic/minimum-1>` -* :doc:`Mish <../operations-specifications/activation/mish-4>` -* :doc:`Mod <../operations-specifications/arithmetic/mod-1>` -* :doc:`MVN <../operations-specifications/normalization/mvn-6>` -* :doc:`MulticlassNMS <../operations-specifications/sort/multiclass-non-max-suppression-9>` -* :doc:`Multiply <../operations-specifications/arithmetic/multiply-1>` -* :doc:`Negative <../operations-specifications/arithmetic/negative-1>` -* :doc:`NonMaxSuppression <../operations-specifications/sort/no-max-suppression-5>` -* :doc:`NonZero <../operations-specifications/condition/nonzero-3>` -* :doc:`NormalizeL2 <../operations-specifications/normalization/normalize-l2-1>` -* :doc:`NotEqual <../operations-specifications/comparison/notequal-1>` -* :doc:`NV12toBGR <../operations-specifications/image/nv12-to-bgr-8>` -* :doc:`NV12toRGB <../operations-specifications/image/nv12-to-rgb-8>` -* :doc:`OneHot <../operations-specifications/sequence/one-hot-1>` -* :doc:`Pad <../operations-specifications/movement/pad-12>` -* :doc:`Parameter <../operations-specifications/infrastructure/parameter-1>` -* :doc:`Power <../operations-specifications/arithmetic/power-1>` -* :doc:`PReLU <../operations-specifications/activation/prelu-1>` -* :doc:`PriorBoxClustered <../operations-specifications/detection/prior-box-clustered-1>` -* :doc:`PriorBox <../operations-specifications/detection/prior-box-8>` -* :doc:`Proposal <../operations-specifications/detection/proposal-4>` -* :doc:`PSROIPooling <../operations-specifications/detection/psroi-pooling-1>` -* :doc:`RandomUniform <../operations-specifications/generation/random-uniform-8>` -* :doc:`Range <../operations-specifications/generation/range-4>` -* :doc:`RDFT <../operations-specifications/signals/rdft-9>` -* :doc:`ReLU <../operations-specifications/activation/relu-1>` -* :doc:`ReadValue <../operations-specifications/infrastructure/read-value-3>` -* :doc:`ReduceL1 <../operations-specifications/reduction/reduce-l1-4>` -* :doc:`ReduceL2 <../operations-specifications/reduction/reduce-l2-4>` -* :doc:`ReduceLogicalAnd <../operations-specifications/reduction/reduce-logical-and-1>` -* :doc:`ReduceLogicalOr <../operations-specifications/reduction/reduce-logical-or-1>` -* :doc:`ReduceMax <../operations-specifications/reduction/reduce-max-1>` -* :doc:`ReduceMean <../operations-specifications/reduction/reduce-mean-1>` -* :doc:`ReduceMin <../operations-specifications/reduction/reduce-min-1>` -* :doc:`ReduceProd <../operations-specifications/reduction/reduce-prod-1>` -* :doc:`ReduceSum <../operations-specifications/reduction/reduce-sum-1>` -* :doc:`RegionYolo <../operations-specifications/detection/region-yolo-1>` -* :doc:`ReorgYolo <../operations-specifications/detection/reorg-yolo-1>` -* :doc:`Reshape <../operations-specifications/shape/reshape-1>` -* :doc:`Result <../operations-specifications/infrastructure/result-1>` -* :doc:`ReverseSequence <../operations-specifications/movement/reverse-sequence-1>` -* :doc:`RNNCell <../operations-specifications/sequence/rnn-cell-3>` -* :doc:`RNNSequence <../operations-specifications/sequence/rnn-sequence-5>` -* :doc:`ROIAlign <../operations-specifications/detection/roi-align-9>` -* :doc:`ROIPooling <../operations-specifications/detection/roi-pooling-1>` -* :doc:`Roll <../operations-specifications/movement/roll-7>` -* :doc:`Round <../operations-specifications/arithmetic/round-5>` -* :doc:`ScatterElementsUpdate <../operations-specifications/movement/scatter-elements-update-12>` -* :doc:`ScatterNDUpdate <../operations-specifications/movement/scatter-nd-update-3>` -* :doc:`ScatterUpdate <../operations-specifications/movement/scatter-update-3>` -* :doc:`Select <../operations-specifications/condition/select-1>` -* :doc:`Selu <../operations-specifications/activation/selu-1>` -* :doc:`ShapeOf <../operations-specifications/shape/shape-of-3>` -* :doc:`ShuffleChannels <../operations-specifications/movement/shuffle-channels-1>` -* :doc:`Sigmoid <../operations-specifications/activation/sigmoid-1>` -* :doc:`Sign <../operations-specifications/arithmetic/sign-1>` -* :doc:`Sin <../operations-specifications/arithmetic/sin-1>` -* :doc:`Sinh <../operations-specifications/arithmetic/sinh-1>` -* :doc:`Slice <../operations-specifications/movement/slice-8>` -* :doc:`SoftMax <../operations-specifications/activation/softmax-8>` -* :doc:`SoftPlus <../operations-specifications/activation/softplus-4>` -* :doc:`SoftSign <../operations-specifications/activation/softsign-9>` -* :doc:`SpaceToBatch <../operations-specifications/movement/space-to-batch-2>` -* :doc:`SpaceToDepth <../operations-specifications/movement/space-to-depth-1>` -* :doc:`Split <../operations-specifications/movement/split-1>` -* :doc:`Sqrt <../operations-specifications/arithmetic/sqrt-1>` -* :doc:`SquaredDifference <../operations-specifications/arithmetic/squared-difference-1>` -* :doc:`Squeeze <../operations-specifications/shape/squeeze-1>` -* :doc:`StridedSlice <../operations-specifications/movement/strided-slice-1>` -* :doc:`Subtract <../operations-specifications/arithmetic/subtract-1>` -* :doc:`Swish <../operations-specifications/activation/swish-4>` -* :doc:`Tan <../operations-specifications/arithmetic/tan-1>` -* :doc:`Tanh <../operations-specifications/arithmetic/tanh-1>` -* :doc:`TensorIterator <../operations-specifications/infrastructure/tensor-iterator-1>` -* :doc:`Tile <../operations-specifications/movement/tile-1>` -* :doc:`TopK <../operations-specifications/sort/top-k-11>` -* :doc:`Transpose <../operations-specifications/movement/transpose-1>` -* :doc:`Unique <../operations-specifications/movement/unique-10>` -* :doc:`Unsqueeze <../operations-specifications/shape/unsqueeze-1>` -* :doc:`VariadicSplit <../operations-specifications/movement/variadic-split-1>` +* :doc:`Abs <../operation-specs/arithmetic/abs-1>` +* :doc:`Acos <../operation-specs/arithmetic/acos-1>` +* :doc:`Acosh <../operation-specs/arithmetic/acosh-3>` +* :doc:`AdaptiveAvgPool <../operation-specs/pooling/adaptive-avg-pool-8>` +* :doc:`AdaptiveMaxPool <../operation-specs/pooling/adaptive-max-pool-8>` +* :doc:`Add <../operation-specs/arithmetic/add-1>` +* :doc:`Asin <../operation-specs/arithmetic/asin-1>` +* :doc:`Asinh <../operation-specs/arithmetic/asinh-3>` +* :doc:`Assign <../operation-specs/infrastructure/assign-3>` +* :doc:`Atan <../operation-specs/arithmetic/atan-1>` +* :doc:`Atanh <../operation-specs/arithmetic/atanh-3>` +* :doc:`AvgPool <../operation-specs/pooling/avg-pool-1>` +* :doc:`BatchNormInference <../operation-specs/normalization/batch-norm-inference-5>` +* :doc:`BatchToSpace <../operation-specs/movement/batch-to-space-2>` +* :doc:`BinaryConvolution <../operation-specs/convolution/binary-convolution-1>` +* :doc:`Broadcast <../operation-specs/movement/broadcast-3>` +* :doc:`Bucketize <../operation-specs/condition/bucketize-3>` +* :doc:`CTCGreedyDecoder <../operation-specs/sequence/ctc-greedy-decoder-1>` +* :doc:`CTCGreedyDecoderSeqLen <../operation-specs/sequence/ctc-greedy-decoder-seq-len-6>` +* :doc:`CTCLoss <../operation-specs/sequence/ctc-loss-4>` +* :doc:`Ceiling <../operation-specs/arithmetic/ceiling-1>` +* :doc:`Clamp <../operation-specs/activation/clamp-1>` +* :doc:`Concat <../operation-specs/movement/concat-1>` +* :doc:`Constant <../operation-specs/infrastructure/constant-1>` +* :doc:`Convert <../operation-specs/type/convert-1>` +* :doc:`ConvertLike <../operation-specs/type/convert-like-1>` +* :doc:`Convolution <../operation-specs/convolution/convolution-1>` +* :doc:`ConvolutionBackpropData <../operation-specs/convolution/convolution-backprop-data-1>` +* :doc:`Cos <../operation-specs/arithmetic/cos-1>` +* :doc:`Cosh <../operation-specs/arithmetic/cosh-1>` +* :doc:`CumSum <../operation-specs/arithmetic/cumsum-3>` +* :doc:`DeformableConvolution <../operation-specs/convolution/deformable-convolution-8>` +* :doc:`DeformablePSROIPooling <../operation-specs/detection/deformable-psroi-pooling-1>` +* :doc:`DepthToSpace <../operation-specs/movement/depth-to-space-1>` +* :doc:`DetectionOutput <../operation-specs/detection/detectionoutput-8>` +* :doc:`DFT <../operation-specs/signals/dft-7>` +* :doc:`Divide <../operation-specs/arithmetic/divide-1>` +* :doc:`Einsum <../operation-specs/matrix/einsum-7>` +* :doc:`Elu <../operation-specs/activation/elu-1>` +* :doc:`EmbeddingBagOffsetsSum <../operation-specs/sparse/embedding-bag-offsets-sum-3>` +* :doc:`EmbeddingBagPackedSum <../operation-specs/sparse/embedding-bag-packed-sum-3>` +* :doc:`EmbeddingSegmentsSum <../operation-specs/sparse/embedding-segments-sum-3>` +* :doc:`Equal <../operation-specs/comparison/equal-1>` +* :doc:`Erf <../operation-specs/arithmetic/erf-1>` +* :doc:`Exp <../operation-specs/activation/exp-1>` +* :doc:`ExperimentalDetectronDetectionOutput_6 <../operation-specs/detection/experimental-detectron-detection-output-6>` +* :doc:`ExperimentalDetectronGenerateProposalsSingleImage_6 <../operation-specs/detection/experimental-detectron-generate-proposals-single-image-6>` +* :doc:`ExperimentalDetectronPriorGridGenerator_6 <../operation-specs/detection/experimental-detectron-prior-grid-generator-6>` +* :doc:`ExperimentalDetectronROIFeatureExtractor_6 <../operation-specs/detection/experimental-detectron-roi-feature-extractor-6>` +* :doc:`ExperimentalDetectronTopKROIs_6 <../operation-specs/sort/experimental-detectron-top-krois-6>` +* :doc:`ExtractImagePatches <../operation-specs/movement/extract-image-patches-3>` +* :doc:`Eye <../operation-specs/generation/eye-9>` +* :doc:`FakeQuantize <../operation-specs/quantization/fake-quantize-1>` +* :doc:`Floor <../operation-specs/arithmetic/floor-1>` +* :doc:`FloorMod <../operation-specs/arithmetic/floormod-1>` +* :doc:`Gather <../operation-specs/movement/gather-8>` +* :doc:`GatherElements <../operation-specs/movement/gather-elements-6>` +* :doc:`GatherND <../operation-specs/movement/gather-nd-8>` +* :doc:`GatherTree <../operation-specs/movement/gather-tree-1>` +* :doc:`Gelu <../operation-specs/activation/gelu-7>` +* :doc:`GenerateProposals <../operation-specs/detection/generate-proposals-9>` +* :doc:`Greater <../operation-specs/comparison/greater-1>` +* :doc:`GreaterEqual <../operation-specs/comparison/greater-equal-1>` +* :doc:`GridSample <../operation-specs/image/grid-sample-9>` +* :doc:`GRN <../operation-specs/normalization/grn-1>` +* :doc:`GroupConvolution <../operation-specs/convolution/group-convolution-1>` +* :doc:`GroupConvolutionBackpropData <../operation-specs/convolution/group-convolution-backprop-data-1>` +* :doc:`GroupNormalization <../operation-specs/normalization/group-normalization-12>` +* :doc:`GRUCell <../operation-specs/sequence/gru-cell-3>` +* :doc:`GRUSequence <../operation-specs/sequence/gru-sequence-5>` +* :doc:`HardSigmoid <../operation-specs/activation/hard-sigmoid-1>` +* :doc:`HSigmoid <../operation-specs/activation/hsigmoid-5>` +* :doc:`HSwish <../operation-specs/activation/hswish-4>` +* :doc:`IDFT <../operation-specs/signals/idft-7>` +* :doc:`I420toBGR <../operation-specs/image/i420-to-bgr-8>` +* :doc:`I420toRGB <../operation-specs/image/i420-to-rgb-8>` +* :doc:`If <../operation-specs/condition/if-8>` +* :doc:`Interpolate <../operation-specs/image/interpolate-11>` +* :doc:`IRDFT <../operation-specs/signals/irdft-9>` +* :doc:`IsInf <../operation-specs/comparison/isinf-10>` +* :doc:`IsNaN <../operation-specs/comparison/isnan-10>` +* :doc:`Less <../operation-specs/comparison/less-1>` +* :doc:`LessEqual <../operation-specs/comparison/lessequal-1>` +* :doc:`Log <../operation-specs/arithmetic/log-1>` +* :doc:`LogicalAnd <../operation-specs/logical/logical-and-1>` +* :doc:`LogicalNot <../operation-specs/logical/logical-not-1>` +* :doc:`LogicalOr <../operation-specs/logical/logical-or-1>` +* :doc:`LogicalXor <../operation-specs/logical/logical-xor-1>` +* :doc:`LogSoftmax <../operation-specs/activation/log-soft-max-5>` +* :doc:`Loop <../operation-specs/infrastructure/loop-5>` +* :doc:`LRN <../operation-specs/normalization/lrn-1>` +* :doc:`LSTMCell <../operation-specs/sequence/lstm-cell-1>` +* :doc:`LSTMSequence <../operation-specs/sequence/lstm-sequence-1>` +* :doc:`MatMul <../operation-specs/matrix/matmul-1>` +* :doc:`MatrixNMS <../operation-specs/sort/matrix-non-max-suppression-8>` +* :doc:`MaxPool <../operation-specs/pooling/max-pool-8>` +* :doc:`Maximum <../operation-specs/arithmetic/maximum-1>` +* :doc:`Minimum <../operation-specs/arithmetic/minimum-1>` +* :doc:`Mish <../operation-specs/activation/mish-4>` +* :doc:`Mod <../operation-specs/arithmetic/mod-1>` +* :doc:`MVN <../operation-specs/normalization/mvn-6>` +* :doc:`MulticlassNMS <../operation-specs/sort/multiclass-non-max-suppression-9>` +* :doc:`Multiply <../operation-specs/arithmetic/multiply-1>` +* :doc:`Negative <../operation-specs/arithmetic/negative-1>` +* :doc:`NonMaxSuppression <../operation-specs/sort/no-max-suppression-5>` +* :doc:`NonZero <../operation-specs/condition/nonzero-3>` +* :doc:`NormalizeL2 <../operation-specs/normalization/normalize-l2-1>` +* :doc:`NotEqual <../operation-specs/comparison/notequal-1>` +* :doc:`NV12toBGR <../operation-specs/image/nv12-to-bgr-8>` +* :doc:`NV12toRGB <../operation-specs/image/nv12-to-rgb-8>` +* :doc:`OneHot <../operation-specs/sequence/one-hot-1>` +* :doc:`Pad <../operation-specs/movement/pad-12>` +* :doc:`Parameter <../operation-specs/infrastructure/parameter-1>` +* :doc:`Power <../operation-specs/arithmetic/power-1>` +* :doc:`PReLU <../operation-specs/activation/prelu-1>` +* :doc:`PriorBoxClustered <../operation-specs/detection/prior-box-clustered-1>` +* :doc:`PriorBox <../operation-specs/detection/prior-box-8>` +* :doc:`Proposal <../operation-specs/detection/proposal-4>` +* :doc:`PSROIPooling <../operation-specs/detection/psroi-pooling-1>` +* :doc:`RandomUniform <../operation-specs/generation/random-uniform-8>` +* :doc:`Range <../operation-specs/generation/range-4>` +* :doc:`RDFT <../operation-specs/signals/rdft-9>` +* :doc:`ReLU <../operation-specs/activation/relu-1>` +* :doc:`ReadValue <../operation-specs/infrastructure/read-value-3>` +* :doc:`ReduceL1 <../operation-specs/reduction/reduce-l1-4>` +* :doc:`ReduceL2 <../operation-specs/reduction/reduce-l2-4>` +* :doc:`ReduceLogicalAnd <../operation-specs/reduction/reduce-logical-and-1>` +* :doc:`ReduceLogicalOr <../operation-specs/reduction/reduce-logical-or-1>` +* :doc:`ReduceMax <../operation-specs/reduction/reduce-max-1>` +* :doc:`ReduceMean <../operation-specs/reduction/reduce-mean-1>` +* :doc:`ReduceMin <../operation-specs/reduction/reduce-min-1>` +* :doc:`ReduceProd <../operation-specs/reduction/reduce-prod-1>` +* :doc:`ReduceSum <../operation-specs/reduction/reduce-sum-1>` +* :doc:`RegionYolo <../operation-specs/detection/region-yolo-1>` +* :doc:`ReorgYolo <../operation-specs/detection/reorg-yolo-1>` +* :doc:`Reshape <../operation-specs/shape/reshape-1>` +* :doc:`Result <../operation-specs/infrastructure/result-1>` +* :doc:`ReverseSequence <../operation-specs/movement/reverse-sequence-1>` +* :doc:`RNNCell <../operation-specs/sequence/rnn-cell-3>` +* :doc:`RNNSequence <../operation-specs/sequence/rnn-sequence-5>` +* :doc:`ROIAlign <../operation-specs/detection/roi-align-9>` +* :doc:`ROIPooling <../operation-specs/detection/roi-pooling-1>` +* :doc:`Roll <../operation-specs/movement/roll-7>` +* :doc:`Round <../operation-specs/arithmetic/round-5>` +* :doc:`ScatterElementsUpdate <../operation-specs/movement/scatter-elements-update-12>` +* :doc:`ScatterNDUpdate <../operation-specs/movement/scatter-nd-update-3>` +* :doc:`ScatterUpdate <../operation-specs/movement/scatter-update-3>` +* :doc:`Select <../operation-specs/condition/select-1>` +* :doc:`Selu <../operation-specs/activation/selu-1>` +* :doc:`ShapeOf <../operation-specs/shape/shape-of-3>` +* :doc:`ShuffleChannels <../operation-specs/movement/shuffle-channels-1>` +* :doc:`Sigmoid <../operation-specs/activation/sigmoid-1>` +* :doc:`Sign <../operation-specs/arithmetic/sign-1>` +* :doc:`Sin <../operation-specs/arithmetic/sin-1>` +* :doc:`Sinh <../operation-specs/arithmetic/sinh-1>` +* :doc:`Slice <../operation-specs/movement/slice-8>` +* :doc:`SoftMax <../operation-specs/activation/softmax-8>` +* :doc:`SoftPlus <../operation-specs/activation/softplus-4>` +* :doc:`SoftSign <../operation-specs/activation/softsign-9>` +* :doc:`SpaceToBatch <../operation-specs/movement/space-to-batch-2>` +* :doc:`SpaceToDepth <../operation-specs/movement/space-to-depth-1>` +* :doc:`Split <../operation-specs/movement/split-1>` +* :doc:`Sqrt <../operation-specs/arithmetic/sqrt-1>` +* :doc:`SquaredDifference <../operation-specs/arithmetic/squared-difference-1>` +* :doc:`Squeeze <../operation-specs/shape/squeeze-1>` +* :doc:`StridedSlice <../operation-specs/movement/strided-slice-1>` +* :doc:`Subtract <../operation-specs/arithmetic/subtract-1>` +* :doc:`Swish <../operation-specs/activation/swish-4>` +* :doc:`Tan <../operation-specs/arithmetic/tan-1>` +* :doc:`Tanh <../operation-specs/arithmetic/tanh-1>` +* :doc:`TensorIterator <../operation-specs/infrastructure/tensor-iterator-1>` +* :doc:`Tile <../operation-specs/movement/tile-1>` +* :doc:`TopK <../operation-specs/sort/top-k-11>` +* :doc:`Transpose <../operation-specs/movement/transpose-1>` +* :doc:`Unique <../operation-specs/movement/unique-10>` +* :doc:`Unsqueeze <../operation-specs/shape/unsqueeze-1>` +* :doc:`VariadicSplit <../operation-specs/movement/variadic-split-1>` diff --git a/docs/articles_en/documentation/openvino-ir-format/operation-sets/available-opsets/opset13.rst b/docs/articles_en/documentation/openvino-ir-format/operation-sets/available-opsets/opset13.rst index 293f9b463984e8..5488a1bcd52340 100644 --- a/docs/articles_en/documentation/openvino-ir-format/operation-sets/available-opsets/opset13.rst +++ b/docs/articles_en/documentation/openvino-ir-format/operation-sets/available-opsets/opset13.rst @@ -19,189 +19,189 @@ declared in ``namespace opset13``. Table of Contents ################## -* :doc:`Abs <../operations-specifications/arithmetic/abs-1>` -* :doc:`Acos <../operations-specifications/arithmetic/acos-1>` -* :doc:`Acosh <../operations-specifications/arithmetic/acosh-3>` -* :doc:`AdaptiveAvgPool <../operations-specifications/pooling/adaptive-avg-pool-8>` -* :doc:`AdaptiveMaxPool <../operations-specifications/pooling/adaptive-max-pool-8>` -* :doc:`Add <../operations-specifications/arithmetic/add-1>` -* :doc:`Asin <../operations-specifications/arithmetic/asin-1>` -* :doc:`Asinh <../operations-specifications/arithmetic/asinh-3>` -* :doc:`Assign <../operations-specifications/infrastructure/assign-3>` -* :doc:`Atan <../operations-specifications/arithmetic/atan-1>` -* :doc:`Atanh <../operations-specifications/arithmetic/atanh-3>` -* :doc:`AvgPool <../operations-specifications/pooling/avg-pool-1>` -* :doc:`BatchNormInference <../operations-specifications/normalization/batch-norm-inference-5>` -* :doc:`BatchToSpace <../operations-specifications/movement/batch-to-space-2>` -* :doc:`BinaryConvolution <../operations-specifications/convolution/binary-convolution-1>` -* :doc:`BitwiseAnd <../operations-specifications/bitwise/bitwise-and-13>` -* :doc:`BitwiseOr <../operations-specifications/bitwise/bitwise-or-13>` -* :doc:`BitwiseXor <../operations-specifications/bitwise/bitwise-xor-13>` -* :doc:`BitwiseNot <../operations-specifications/bitwise/bitwise-not-13>` -* :doc:`Broadcast <../operations-specifications/movement/broadcast-3>` -* :doc:`Bucketize <../operations-specifications/condition/bucketize-3>` -* :doc:`CTCGreedyDecoder <../operations-specifications/sequence/ctc-greedy-decoder-1>` -* :doc:`CTCGreedyDecoderSeqLen <../operations-specifications/sequence/ctc-greedy-decoder-seq-len-6>` -* :doc:`CTCLoss <../operations-specifications/sequence/ctc-loss-4>` -* :doc:`Ceiling <../operations-specifications/arithmetic/ceiling-1>` -* :doc:`Clamp <../operations-specifications/activation/clamp-1>` -* :doc:`Concat <../operations-specifications/movement/concat-1>` -* :doc:`Constant <../operations-specifications/infrastructure/constant-1>` -* :doc:`Convert <../operations-specifications/type/convert-1>` -* :doc:`ConvertLike <../operations-specifications/type/convert-like-1>` -* :doc:`Convolution <../operations-specifications/convolution/convolution-1>` -* :doc:`ConvolutionBackpropData <../operations-specifications/convolution/convolution-backprop-data-1>` -* :doc:`Cos <../operations-specifications/arithmetic/cos-1>` -* :doc:`Cosh <../operations-specifications/arithmetic/cosh-1>` -* :doc:`CumSum <../operations-specifications/arithmetic/cumsum-3>` -* :doc:`DeformableConvolution <../operations-specifications/convolution/deformable-convolution-8>` -* :doc:`DeformablePSROIPooling <../operations-specifications/detection/deformable-psroi-pooling-1>` -* :doc:`DepthToSpace <../operations-specifications/movement/depth-to-space-1>` -* :doc:`DetectionOutput <../operations-specifications/detection/detectionoutput-8>` -* :doc:`DFT <../operations-specifications/signals/dft-7>` -* :doc:`Divide <../operations-specifications/arithmetic/divide-1>` -* :doc:`Einsum <../operations-specifications/matrix/einsum-7>` -* :doc:`Elu <../operations-specifications/activation/elu-1>` -* :doc:`EmbeddingBagOffsetsSum <../operations-specifications/sparse/embedding-bag-offsets-sum-3>` -* :doc:`EmbeddingBagPackedSum <../operations-specifications/sparse/embedding-bag-packed-sum-3>` -* :doc:`EmbeddingSegmentsSum <../operations-specifications/sparse/embedding-segments-sum-3>` -* :doc:`Equal <../operations-specifications/comparison/equal-1>` -* :doc:`Erf <../operations-specifications/arithmetic/erf-1>` -* :doc:`Exp <../operations-specifications/activation/exp-1>` -* :doc:`ExperimentalDetectronDetectionOutput_6 <../operations-specifications/detection/experimental-detectron-detection-output-6>` -* :doc:`ExperimentalDetectronGenerateProposalsSingleImage_6 <../operations-specifications/detection/experimental-detectron-generate-proposals-single-image-6>` -* :doc:`ExperimentalDetectronPriorGridGenerator_6 <../operations-specifications/detection/experimental-detectron-prior-grid-generator-6>` -* :doc:`ExperimentalDetectronROIFeatureExtractor_6 <../operations-specifications/detection/experimental-detectron-roi-feature-extractor-6>` -* :doc:`ExperimentalDetectronTopKROIs_6 <../operations-specifications/sort/experimental-detectron-top-krois-6>` -* :doc:`ExtractImagePatches <../operations-specifications/movement/extract-image-patches-3>` -* :doc:`Eye <../operations-specifications/generation/eye-9>` -* :doc:`FakeConvert <../operations-specifications/quantization/fake-convert-13>` -* :doc:`FakeQuantize <../operations-specifications/quantization/fake-quantize-1>` -* :doc:`Floor <../operations-specifications/arithmetic/floor-1>` -* :doc:`FloorMod <../operations-specifications/arithmetic/floormod-1>` -* :doc:`Gather <../operations-specifications/movement/gather-8>` -* :doc:`GatherElements <../operations-specifications/movement/gather-elements-6>` -* :doc:`GatherND <../operations-specifications/movement/gather-nd-8>` -* :doc:`GatherTree <../operations-specifications/movement/gather-tree-1>` -* :doc:`Gelu <../operations-specifications/activation/gelu-7>` -* :doc:`GenerateProposals <../operations-specifications/detection/generate-proposals-9>` -* :doc:`Greater <../operations-specifications/comparison/greater-1>` -* :doc:`GreaterEqual <../operations-specifications/comparison/greater-equal-1>` -* :doc:`GridSample <../operations-specifications/image/grid-sample-9>` -* :doc:`GRN <../operations-specifications/normalization/grn-1>` -* :doc:`GroupConvolution <../operations-specifications/convolution/group-convolution-1>` -* :doc:`GroupConvolutionBackpropData <../operations-specifications/convolution/group-convolution-backprop-data-1>` -* :doc:`GroupNormalization <../operations-specifications/normalization/group-normalization-12>` -* :doc:`GRUCell <../operations-specifications/sequence/gru-cell-3>` -* :doc:`GRUSequence <../operations-specifications/sequence/gru-sequence-5>` -* :doc:`HardSigmoid <../operations-specifications/activation/hard-sigmoid-1>` -* :doc:`HSigmoid <../operations-specifications/activation/hsigmoid-5>` -* :doc:`HSwish <../operations-specifications/activation/hswish-4>` -* :doc:`IDFT <../operations-specifications/signals/idft-7>` -* :doc:`I420toBGR <../operations-specifications/image/i420-to-bgr-8>` -* :doc:`I420toRGB <../operations-specifications/image/i420-to-rgb-8>` -* :doc:`If <../operations-specifications/condition/if-8>` -* :doc:`Interpolate <../operations-specifications/image/interpolate-11>` -* :doc:`IRDFT <../operations-specifications/signals/irdft-9>` -* :doc:`IsInf <../operations-specifications/comparison/isinf-10>` -* :doc:`IsNaN <../operations-specifications/comparison/isnan-10>` -* :doc:`Less <../operations-specifications/comparison/less-1>` -* :doc:`LessEqual <../operations-specifications/comparison/lessequal-1>` -* :doc:`Log <../operations-specifications/arithmetic/log-1>` -* :doc:`LogicalAnd <../operations-specifications/logical/logical-and-1>` -* :doc:`LogicalNot <../operations-specifications/logical/logical-not-1>` -* :doc:`LogicalOr <../operations-specifications/logical/logical-or-1>` -* :doc:`LogicalXor <../operations-specifications/logical/logical-xor-1>` -* :doc:`LogSoftmax <../operations-specifications/activation/log-soft-max-5>` -* :doc:`Loop <../operations-specifications/infrastructure/loop-5>` -* :doc:`LRN <../operations-specifications/normalization/lrn-1>` -* :doc:`LSTMCell <../operations-specifications/sequence/lstm-cell-1>` -* :doc:`LSTMSequence <../operations-specifications/sequence/lstm-sequence-1>` -* :doc:`MatMul <../operations-specifications/matrix/matmul-1>` -* :doc:`MatrixNMS <../operations-specifications/sort/matrix-non-max-suppression-8>` -* :doc:`MaxPool <../operations-specifications/pooling/max-pool-8>` -* :doc:`Maximum <../operations-specifications/arithmetic/maximum-1>` -* :doc:`Minimum <../operations-specifications/arithmetic/minimum-1>` -* :doc:`Mish <../operations-specifications/activation/mish-4>` -* :doc:`Mod <../operations-specifications/arithmetic/mod-1>` -* :doc:`MVN <../operations-specifications/normalization/mvn-6>` -* :doc:`MulticlassNMS <../operations-specifications/sort/multiclass-non-max-suppression-9>` -* :doc:`Multinomial <../operations-specifications/generation/multinomial-13>` -* :doc:`Multiply <../operations-specifications/arithmetic/multiply-1>` -* :doc:`Negative <../operations-specifications/arithmetic/negative-1>` -* :doc:`NMSRotated <../operations-specifications/sort/nms-rotated-13>` -* :doc:`NonMaxSuppression <../operations-specifications/sort/non-max-suppression-9>` -* :doc:`NonZero <../operations-specifications/condition/nonzero-3>` -* :doc:`NormalizeL2 <../operations-specifications/normalization/normalize-l2-1>` -* :doc:`NotEqual <../operations-specifications/comparison/notequal-1>` -* :doc:`NV12toBGR <../operations-specifications/image/nv12-to-bgr-8>` -* :doc:`NV12toRGB <../operations-specifications/image/nv12-to-rgb-8>` -* :doc:`OneHot <../operations-specifications/sequence/one-hot-1>` -* :doc:`Pad <../operations-specifications/movement/pad-12>` -* :doc:`Parameter <../operations-specifications/infrastructure/parameter-1>` -* :doc:`Power <../operations-specifications/arithmetic/power-1>` -* :doc:`PReLU <../operations-specifications/activation/prelu-1>` -* :doc:`PriorBoxClustered <../operations-specifications/detection/prior-box-clustered-1>` -* :doc:`PriorBox <../operations-specifications/detection/prior-box-8>` -* :doc:`Proposal <../operations-specifications/detection/proposal-4>` -* :doc:`PSROIPooling <../operations-specifications/detection/psroi-pooling-1>` -* :doc:`RandomUniform <../operations-specifications/generation/random-uniform-8>` -* :doc:`Range <../operations-specifications/generation/range-4>` -* :doc:`RDFT <../operations-specifications/signals/rdft-9>` -* :doc:`ReLU <../operations-specifications/activation/relu-1>` -* :doc:`ReadValue <../operations-specifications/infrastructure/read-value-3>` -* :doc:`ReduceL1 <../operations-specifications/reduction/reduce-l1-4>` -* :doc:`ReduceL2 <../operations-specifications/reduction/reduce-l2-4>` -* :doc:`ReduceLogicalAnd <../operations-specifications/reduction/reduce-logical-and-1>` -* :doc:`ReduceLogicalOr <../operations-specifications/reduction/reduce-logical-or-1>` -* :doc:`ReduceMax <../operations-specifications/reduction/reduce-max-1>` -* :doc:`ReduceMean <../operations-specifications/reduction/reduce-mean-1>` -* :doc:`ReduceMin <../operations-specifications/reduction/reduce-min-1>` -* :doc:`ReduceProd <../operations-specifications/reduction/reduce-prod-1>` -* :doc:`ReduceSum <../operations-specifications/reduction/reduce-sum-1>` -* :doc:`RegionYolo <../operations-specifications/detection/region-yolo-1>` -* :doc:`ReorgYolo <../operations-specifications/detection/reorg-yolo-1>` -* :doc:`Reshape <../operations-specifications/shape/reshape-1>` -* :doc:`Result <../operations-specifications/infrastructure/result-1>` -* :doc:`ReverseSequence <../operations-specifications/movement/reverse-sequence-1>` -* :doc:`RNNCell <../operations-specifications/sequence/rnn-cell-3>` -* :doc:`RNNSequence <../operations-specifications/sequence/rnn-sequence-5>` -* :doc:`ROIAlign <../operations-specifications/detection/roi-align-9>` -* :doc:`ROIPooling <../operations-specifications/detection/roi-pooling-1>` -* :doc:`Roll <../operations-specifications/movement/roll-7>` -* :doc:`Round <../operations-specifications/arithmetic/round-5>` -* :doc:`ScaledDotProductAttention <../operations-specifications/sequence/scaled-dot-product-attention>` -* :doc:`ScatterElementsUpdate <../operations-specifications/movement/scatter-elements-update-12>` -* :doc:`ScatterNDUpdate <../operations-specifications/movement/scatter-nd-update-3>` -* :doc:`ScatterUpdate <../operations-specifications/movement/scatter-update-3>` -* :doc:`Select <../operations-specifications/condition/select-1>` -* :doc:`Selu <../operations-specifications/activation/selu-1>` -* :doc:`ShapeOf <../operations-specifications/shape/shape-of-3>` -* :doc:`ShuffleChannels <../operations-specifications/movement/shuffle-channels-1>` -* :doc:`Sigmoid <../operations-specifications/activation/sigmoid-1>` -* :doc:`Sign <../operations-specifications/arithmetic/sign-1>` -* :doc:`Sin <../operations-specifications/arithmetic/sin-1>` -* :doc:`Sinh <../operations-specifications/arithmetic/sinh-1>` -* :doc:`Slice <../operations-specifications/movement/slice-8>` -* :doc:`SoftMax <../operations-specifications/activation/softmax-8>` -* :doc:`SoftPlus <../operations-specifications/activation/softplus-4>` -* :doc:`SoftSign <../operations-specifications/activation/softsign-9>` -* :doc:`SpaceToBatch <../operations-specifications/movement/space-to-batch-2>` -* :doc:`SpaceToDepth <../operations-specifications/movement/space-to-depth-1>` -* :doc:`Split <../operations-specifications/movement/split-1>` -* :doc:`Sqrt <../operations-specifications/arithmetic/sqrt-1>` -* :doc:`SquaredDifference <../operations-specifications/arithmetic/squared-difference-1>` -* :doc:`Squeeze <../operations-specifications/shape/squeeze-1>` -* :doc:`StridedSlice <../operations-specifications/movement/strided-slice-1>` -* :doc:`Subtract <../operations-specifications/arithmetic/subtract-1>` -* :doc:`Swish <../operations-specifications/activation/swish-4>` -* :doc:`Tan <../operations-specifications/arithmetic/tan-1>` -* :doc:`Tanh <../operations-specifications/arithmetic/tanh-1>` -* :doc:`TensorIterator <../operations-specifications/infrastructure/tensor-iterator-1>` -* :doc:`Tile <../operations-specifications/movement/tile-1>` -* :doc:`TopK <../operations-specifications/sort/top-k-11>` -* :doc:`Transpose <../operations-specifications/movement/transpose-1>` -* :doc:`Unique <../operations-specifications/movement/unique-10>` -* :doc:`Unsqueeze <../operations-specifications/shape/unsqueeze-1>` -* :doc:`VariadicSplit <../operations-specifications/movement/variadic-split-1>` +* :doc:`Abs <../operation-specs/arithmetic/abs-1>` +* :doc:`Acos <../operation-specs/arithmetic/acos-1>` +* :doc:`Acosh <../operation-specs/arithmetic/acosh-3>` +* :doc:`AdaptiveAvgPool <../operation-specs/pooling/adaptive-avg-pool-8>` +* :doc:`AdaptiveMaxPool <../operation-specs/pooling/adaptive-max-pool-8>` +* :doc:`Add <../operation-specs/arithmetic/add-1>` +* :doc:`Asin <../operation-specs/arithmetic/asin-1>` +* :doc:`Asinh <../operation-specs/arithmetic/asinh-3>` +* :doc:`Assign <../operation-specs/infrastructure/assign-3>` +* :doc:`Atan <../operation-specs/arithmetic/atan-1>` +* :doc:`Atanh <../operation-specs/arithmetic/atanh-3>` +* :doc:`AvgPool <../operation-specs/pooling/avg-pool-1>` +* :doc:`BatchNormInference <../operation-specs/normalization/batch-norm-inference-5>` +* :doc:`BatchToSpace <../operation-specs/movement/batch-to-space-2>` +* :doc:`BinaryConvolution <../operation-specs/convolution/binary-convolution-1>` +* :doc:`BitwiseAnd <../operation-specs/bitwise/bitwise-and-13>` +* :doc:`BitwiseOr <../operation-specs/bitwise/bitwise-or-13>` +* :doc:`BitwiseXor <../operation-specs/bitwise/bitwise-xor-13>` +* :doc:`BitwiseNot <../operation-specs/bitwise/bitwise-not-13>` +* :doc:`Broadcast <../operation-specs/movement/broadcast-3>` +* :doc:`Bucketize <../operation-specs/condition/bucketize-3>` +* :doc:`CTCGreedyDecoder <../operation-specs/sequence/ctc-greedy-decoder-1>` +* :doc:`CTCGreedyDecoderSeqLen <../operation-specs/sequence/ctc-greedy-decoder-seq-len-6>` +* :doc:`CTCLoss <../operation-specs/sequence/ctc-loss-4>` +* :doc:`Ceiling <../operation-specs/arithmetic/ceiling-1>` +* :doc:`Clamp <../operation-specs/activation/clamp-1>` +* :doc:`Concat <../operation-specs/movement/concat-1>` +* :doc:`Constant <../operation-specs/infrastructure/constant-1>` +* :doc:`Convert <../operation-specs/type/convert-1>` +* :doc:`ConvertLike <../operation-specs/type/convert-like-1>` +* :doc:`Convolution <../operation-specs/convolution/convolution-1>` +* :doc:`ConvolutionBackpropData <../operation-specs/convolution/convolution-backprop-data-1>` +* :doc:`Cos <../operation-specs/arithmetic/cos-1>` +* :doc:`Cosh <../operation-specs/arithmetic/cosh-1>` +* :doc:`CumSum <../operation-specs/arithmetic/cumsum-3>` +* :doc:`DeformableConvolution <../operation-specs/convolution/deformable-convolution-8>` +* :doc:`DeformablePSROIPooling <../operation-specs/detection/deformable-psroi-pooling-1>` +* :doc:`DepthToSpace <../operation-specs/movement/depth-to-space-1>` +* :doc:`DetectionOutput <../operation-specs/detection/detectionoutput-8>` +* :doc:`DFT <../operation-specs/signals/dft-7>` +* :doc:`Divide <../operation-specs/arithmetic/divide-1>` +* :doc:`Einsum <../operation-specs/matrix/einsum-7>` +* :doc:`Elu <../operation-specs/activation/elu-1>` +* :doc:`EmbeddingBagOffsetsSum <../operation-specs/sparse/embedding-bag-offsets-sum-3>` +* :doc:`EmbeddingBagPackedSum <../operation-specs/sparse/embedding-bag-packed-sum-3>` +* :doc:`EmbeddingSegmentsSum <../operation-specs/sparse/embedding-segments-sum-3>` +* :doc:`Equal <../operation-specs/comparison/equal-1>` +* :doc:`Erf <../operation-specs/arithmetic/erf-1>` +* :doc:`Exp <../operation-specs/activation/exp-1>` +* :doc:`ExperimentalDetectronDetectionOutput_6 <../operation-specs/detection/experimental-detectron-detection-output-6>` +* :doc:`ExperimentalDetectronGenerateProposalsSingleImage_6 <../operation-specs/detection/experimental-detectron-generate-proposals-single-image-6>` +* :doc:`ExperimentalDetectronPriorGridGenerator_6 <../operation-specs/detection/experimental-detectron-prior-grid-generator-6>` +* :doc:`ExperimentalDetectronROIFeatureExtractor_6 <../operation-specs/detection/experimental-detectron-roi-feature-extractor-6>` +* :doc:`ExperimentalDetectronTopKROIs_6 <../operation-specs/sort/experimental-detectron-top-krois-6>` +* :doc:`ExtractImagePatches <../operation-specs/movement/extract-image-patches-3>` +* :doc:`Eye <../operation-specs/generation/eye-9>` +* :doc:`FakeConvert <../operation-specs/quantization/fake-convert-13>` +* :doc:`FakeQuantize <../operation-specs/quantization/fake-quantize-1>` +* :doc:`Floor <../operation-specs/arithmetic/floor-1>` +* :doc:`FloorMod <../operation-specs/arithmetic/floormod-1>` +* :doc:`Gather <../operation-specs/movement/gather-8>` +* :doc:`GatherElements <../operation-specs/movement/gather-elements-6>` +* :doc:`GatherND <../operation-specs/movement/gather-nd-8>` +* :doc:`GatherTree <../operation-specs/movement/gather-tree-1>` +* :doc:`Gelu <../operation-specs/activation/gelu-7>` +* :doc:`GenerateProposals <../operation-specs/detection/generate-proposals-9>` +* :doc:`Greater <../operation-specs/comparison/greater-1>` +* :doc:`GreaterEqual <../operation-specs/comparison/greater-equal-1>` +* :doc:`GridSample <../operation-specs/image/grid-sample-9>` +* :doc:`GRN <../operation-specs/normalization/grn-1>` +* :doc:`GroupConvolution <../operation-specs/convolution/group-convolution-1>` +* :doc:`GroupConvolutionBackpropData <../operation-specs/convolution/group-convolution-backprop-data-1>` +* :doc:`GroupNormalization <../operation-specs/normalization/group-normalization-12>` +* :doc:`GRUCell <../operation-specs/sequence/gru-cell-3>` +* :doc:`GRUSequence <../operation-specs/sequence/gru-sequence-5>` +* :doc:`HardSigmoid <../operation-specs/activation/hard-sigmoid-1>` +* :doc:`HSigmoid <../operation-specs/activation/hsigmoid-5>` +* :doc:`HSwish <../operation-specs/activation/hswish-4>` +* :doc:`IDFT <../operation-specs/signals/idft-7>` +* :doc:`I420toBGR <../operation-specs/image/i420-to-bgr-8>` +* :doc:`I420toRGB <../operation-specs/image/i420-to-rgb-8>` +* :doc:`If <../operation-specs/condition/if-8>` +* :doc:`Interpolate <../operation-specs/image/interpolate-11>` +* :doc:`IRDFT <../operation-specs/signals/irdft-9>` +* :doc:`IsInf <../operation-specs/comparison/isinf-10>` +* :doc:`IsNaN <../operation-specs/comparison/isnan-10>` +* :doc:`Less <../operation-specs/comparison/less-1>` +* :doc:`LessEqual <../operation-specs/comparison/lessequal-1>` +* :doc:`Log <../operation-specs/arithmetic/log-1>` +* :doc:`LogicalAnd <../operation-specs/logical/logical-and-1>` +* :doc:`LogicalNot <../operation-specs/logical/logical-not-1>` +* :doc:`LogicalOr <../operation-specs/logical/logical-or-1>` +* :doc:`LogicalXor <../operation-specs/logical/logical-xor-1>` +* :doc:`LogSoftmax <../operation-specs/activation/log-soft-max-5>` +* :doc:`Loop <../operation-specs/infrastructure/loop-5>` +* :doc:`LRN <../operation-specs/normalization/lrn-1>` +* :doc:`LSTMCell <../operation-specs/sequence/lstm-cell-1>` +* :doc:`LSTMSequence <../operation-specs/sequence/lstm-sequence-1>` +* :doc:`MatMul <../operation-specs/matrix/matmul-1>` +* :doc:`MatrixNMS <../operation-specs/sort/matrix-non-max-suppression-8>` +* :doc:`MaxPool <../operation-specs/pooling/max-pool-8>` +* :doc:`Maximum <../operation-specs/arithmetic/maximum-1>` +* :doc:`Minimum <../operation-specs/arithmetic/minimum-1>` +* :doc:`Mish <../operation-specs/activation/mish-4>` +* :doc:`Mod <../operation-specs/arithmetic/mod-1>` +* :doc:`MVN <../operation-specs/normalization/mvn-6>` +* :doc:`MulticlassNMS <../operation-specs/sort/multiclass-non-max-suppression-9>` +* :doc:`Multinomial <../operation-specs/generation/multinomial-13>` +* :doc:`Multiply <../operation-specs/arithmetic/multiply-1>` +* :doc:`Negative <../operation-specs/arithmetic/negative-1>` +* :doc:`NMSRotated <../operation-specs/sort/nms-rotated-13>` +* :doc:`NonMaxSuppression <../operation-specs/sort/non-max-suppression-9>` +* :doc:`NonZero <../operation-specs/condition/nonzero-3>` +* :doc:`NormalizeL2 <../operation-specs/normalization/normalize-l2-1>` +* :doc:`NotEqual <../operation-specs/comparison/notequal-1>` +* :doc:`NV12toBGR <../operation-specs/image/nv12-to-bgr-8>` +* :doc:`NV12toRGB <../operation-specs/image/nv12-to-rgb-8>` +* :doc:`OneHot <../operation-specs/sequence/one-hot-1>` +* :doc:`Pad <../operation-specs/movement/pad-12>` +* :doc:`Parameter <../operation-specs/infrastructure/parameter-1>` +* :doc:`Power <../operation-specs/arithmetic/power-1>` +* :doc:`PReLU <../operation-specs/activation/prelu-1>` +* :doc:`PriorBoxClustered <../operation-specs/detection/prior-box-clustered-1>` +* :doc:`PriorBox <../operation-specs/detection/prior-box-8>` +* :doc:`Proposal <../operation-specs/detection/proposal-4>` +* :doc:`PSROIPooling <../operation-specs/detection/psroi-pooling-1>` +* :doc:`RandomUniform <../operation-specs/generation/random-uniform-8>` +* :doc:`Range <../operation-specs/generation/range-4>` +* :doc:`RDFT <../operation-specs/signals/rdft-9>` +* :doc:`ReLU <../operation-specs/activation/relu-1>` +* :doc:`ReadValue <../operation-specs/infrastructure/read-value-3>` +* :doc:`ReduceL1 <../operation-specs/reduction/reduce-l1-4>` +* :doc:`ReduceL2 <../operation-specs/reduction/reduce-l2-4>` +* :doc:`ReduceLogicalAnd <../operation-specs/reduction/reduce-logical-and-1>` +* :doc:`ReduceLogicalOr <../operation-specs/reduction/reduce-logical-or-1>` +* :doc:`ReduceMax <../operation-specs/reduction/reduce-max-1>` +* :doc:`ReduceMean <../operation-specs/reduction/reduce-mean-1>` +* :doc:`ReduceMin <../operation-specs/reduction/reduce-min-1>` +* :doc:`ReduceProd <../operation-specs/reduction/reduce-prod-1>` +* :doc:`ReduceSum <../operation-specs/reduction/reduce-sum-1>` +* :doc:`RegionYolo <../operation-specs/detection/region-yolo-1>` +* :doc:`ReorgYolo <../operation-specs/detection/reorg-yolo-1>` +* :doc:`Reshape <../operation-specs/shape/reshape-1>` +* :doc:`Result <../operation-specs/infrastructure/result-1>` +* :doc:`ReverseSequence <../operation-specs/movement/reverse-sequence-1>` +* :doc:`RNNCell <../operation-specs/sequence/rnn-cell-3>` +* :doc:`RNNSequence <../operation-specs/sequence/rnn-sequence-5>` +* :doc:`ROIAlign <../operation-specs/detection/roi-align-9>` +* :doc:`ROIPooling <../operation-specs/detection/roi-pooling-1>` +* :doc:`Roll <../operation-specs/movement/roll-7>` +* :doc:`Round <../operation-specs/arithmetic/round-5>` +* :doc:`ScaledDotProductAttention <../operation-specs/sequence/scaled-dot-product-attention>` +* :doc:`ScatterElementsUpdate <../operation-specs/movement/scatter-elements-update-12>` +* :doc:`ScatterNDUpdate <../operation-specs/movement/scatter-nd-update-3>` +* :doc:`ScatterUpdate <../operation-specs/movement/scatter-update-3>` +* :doc:`Select <../operation-specs/condition/select-1>` +* :doc:`Selu <../operation-specs/activation/selu-1>` +* :doc:`ShapeOf <../operation-specs/shape/shape-of-3>` +* :doc:`ShuffleChannels <../operation-specs/movement/shuffle-channels-1>` +* :doc:`Sigmoid <../operation-specs/activation/sigmoid-1>` +* :doc:`Sign <../operation-specs/arithmetic/sign-1>` +* :doc:`Sin <../operation-specs/arithmetic/sin-1>` +* :doc:`Sinh <../operation-specs/arithmetic/sinh-1>` +* :doc:`Slice <../operation-specs/movement/slice-8>` +* :doc:`SoftMax <../operation-specs/activation/softmax-8>` +* :doc:`SoftPlus <../operation-specs/activation/softplus-4>` +* :doc:`SoftSign <../operation-specs/activation/softsign-9>` +* :doc:`SpaceToBatch <../operation-specs/movement/space-to-batch-2>` +* :doc:`SpaceToDepth <../operation-specs/movement/space-to-depth-1>` +* :doc:`Split <../operation-specs/movement/split-1>` +* :doc:`Sqrt <../operation-specs/arithmetic/sqrt-1>` +* :doc:`SquaredDifference <../operation-specs/arithmetic/squared-difference-1>` +* :doc:`Squeeze <../operation-specs/shape/squeeze-1>` +* :doc:`StridedSlice <../operation-specs/movement/strided-slice-1>` +* :doc:`Subtract <../operation-specs/arithmetic/subtract-1>` +* :doc:`Swish <../operation-specs/activation/swish-4>` +* :doc:`Tan <../operation-specs/arithmetic/tan-1>` +* :doc:`Tanh <../operation-specs/arithmetic/tanh-1>` +* :doc:`TensorIterator <../operation-specs/infrastructure/tensor-iterator-1>` +* :doc:`Tile <../operation-specs/movement/tile-1>` +* :doc:`TopK <../operation-specs/sort/top-k-11>` +* :doc:`Transpose <../operation-specs/movement/transpose-1>` +* :doc:`Unique <../operation-specs/movement/unique-10>` +* :doc:`Unsqueeze <../operation-specs/shape/unsqueeze-1>` +* :doc:`VariadicSplit <../operation-specs/movement/variadic-split-1>` diff --git a/docs/articles_en/documentation/openvino-ir-format/operation-sets/available-opsets/opset14.rst b/docs/articles_en/documentation/openvino-ir-format/operation-sets/available-opsets/opset14.rst index e38dbc37429d24..ffccba1adf3181 100644 --- a/docs/articles_en/documentation/openvino-ir-format/operation-sets/available-opsets/opset14.rst +++ b/docs/articles_en/documentation/openvino-ir-format/operation-sets/available-opsets/opset14.rst @@ -19,190 +19,190 @@ declared in ``namespace opset14``. Table of Contents ################## -* :doc:`Abs <../operations-specifications/arithmetic/abs-1>` -* :doc:`Acos <../operations-specifications/arithmetic/acos-1>` -* :doc:`Acosh <../operations-specifications/arithmetic/acosh-3>` -* :doc:`AdaptiveAvgPool <../operations-specifications/pooling/adaptive-avg-pool-8>` -* :doc:`AdaptiveMaxPool <../operations-specifications/pooling/adaptive-max-pool-8>` -* :doc:`Add <../operations-specifications/arithmetic/add-1>` -* :doc:`Asin <../operations-specifications/arithmetic/asin-1>` -* :doc:`Asinh <../operations-specifications/arithmetic/asinh-3>` -* :doc:`Assign <../operations-specifications/infrastructure/assign-3>` -* :doc:`Atan <../operations-specifications/arithmetic/atan-1>` -* :doc:`Atanh <../operations-specifications/arithmetic/atanh-3>` -* :doc:`AvgPool <../operations-specifications/pooling/avg-pool-1>` -* :doc:`BatchNormInference <../operations-specifications/normalization/batch-norm-inference-5>` -* :doc:`BatchToSpace <../operations-specifications/movement/batch-to-space-2>` -* :doc:`BinaryConvolution <../operations-specifications/convolution/binary-convolution-1>` -* :doc:`BitwiseAnd <../operations-specifications/bitwise/bitwise-and-13>` -* :doc:`BitwiseOr <../operations-specifications/bitwise/bitwise-or-13>` -* :doc:`BitwiseXor <../operations-specifications/bitwise/bitwise-xor-13>` -* :doc:`BitwiseNot <../operations-specifications/bitwise/bitwise-not-13>` -* :doc:`Broadcast <../operations-specifications/movement/broadcast-3>` -* :doc:`Bucketize <../operations-specifications/condition/bucketize-3>` -* :doc:`CTCGreedyDecoder <../operations-specifications/sequence/ctc-greedy-decoder-1>` -* :doc:`CTCGreedyDecoderSeqLen <../operations-specifications/sequence/ctc-greedy-decoder-seq-len-6>` -* :doc:`CTCLoss <../operations-specifications/sequence/ctc-loss-4>` -* :doc:`Ceiling <../operations-specifications/arithmetic/ceiling-1>` -* :doc:`Clamp <../operations-specifications/activation/clamp-1>` -* :doc:`Concat <../operations-specifications/movement/concat-1>` -* :doc:`Constant <../operations-specifications/infrastructure/constant-1>` -* :doc:`Convert <../operations-specifications/type/convert-1>` -* :doc:`ConvertLike <../operations-specifications/type/convert-like-1>` -* :doc:`Convolution <../operations-specifications/convolution/convolution-1>` -* :doc:`ConvolutionBackpropData <../operations-specifications/convolution/convolution-backprop-data-1>` -* :doc:`Cos <../operations-specifications/arithmetic/cos-1>` -* :doc:`Cosh <../operations-specifications/arithmetic/cosh-1>` -* :doc:`CumSum <../operations-specifications/arithmetic/cumsum-3>` -* :doc:`DeformableConvolution <../operations-specifications/convolution/deformable-convolution-8>` -* :doc:`DeformablePSROIPooling <../operations-specifications/detection/deformable-psroi-pooling-1>` -* :doc:`DepthToSpace <../operations-specifications/movement/depth-to-space-1>` -* :doc:`DetectionOutput <../operations-specifications/detection/detectionoutput-8>` -* :doc:`DFT <../operations-specifications/signals/dft-7>` -* :doc:`Divide <../operations-specifications/arithmetic/divide-1>` -* :doc:`Einsum <../operations-specifications/matrix/einsum-7>` -* :doc:`Elu <../operations-specifications/activation/elu-1>` -* :doc:`EmbeddingBagOffsetsSum <../operations-specifications/sparse/embedding-bag-offsets-sum-3>` -* :doc:`EmbeddingBagPackedSum <../operations-specifications/sparse/embedding-bag-packed-sum-3>` -* :doc:`EmbeddingSegmentsSum <../operations-specifications/sparse/embedding-segments-sum-3>` -* :doc:`Equal <../operations-specifications/comparison/equal-1>` -* :doc:`Erf <../operations-specifications/arithmetic/erf-1>` -* :doc:`Exp <../operations-specifications/activation/exp-1>` -* :doc:`ExperimentalDetectronDetectionOutput_6 <../operations-specifications/detection/experimental-detectron-detection-output-6>` -* :doc:`ExperimentalDetectronGenerateProposalsSingleImage_6 <../operations-specifications/detection/experimental-detectron-generate-proposals-single-image-6>` -* :doc:`ExperimentalDetectronPriorGridGenerator_6 <../operations-specifications/detection/experimental-detectron-prior-grid-generator-6>` -* :doc:`ExperimentalDetectronROIFeatureExtractor_6 <../operations-specifications/detection/experimental-detectron-roi-feature-extractor-6>` -* :doc:`ExperimentalDetectronTopKROIs_6 <../operations-specifications/sort/experimental-detectron-top-krois-6>` -* :doc:`ExtractImagePatches <../operations-specifications/movement/extract-image-patches-3>` -* :doc:`Eye <../operations-specifications/generation/eye-9>` -* :doc:`FakeConvert <../operations-specifications/quantization/fake-convert-13>` -* :doc:`FakeQuantize <../operations-specifications/quantization/fake-quantize-1>` -* :doc:`Floor <../operations-specifications/arithmetic/floor-1>` -* :doc:`FloorMod <../operations-specifications/arithmetic/floormod-1>` -* :doc:`Gather <../operations-specifications/movement/gather-8>` -* :doc:`GatherElements <../operations-specifications/movement/gather-elements-6>` -* :doc:`GatherND <../operations-specifications/movement/gather-nd-8>` -* :doc:`GatherTree <../operations-specifications/movement/gather-tree-1>` -* :doc:`Gelu <../operations-specifications/activation/gelu-7>` -* :doc:`GenerateProposals <../operations-specifications/detection/generate-proposals-9>` -* :doc:`Greater <../operations-specifications/comparison/greater-1>` -* :doc:`GreaterEqual <../operations-specifications/comparison/greater-equal-1>` -* :doc:`GridSample <../operations-specifications/image/grid-sample-9>` -* :doc:`GRN <../operations-specifications/normalization/grn-1>` -* :doc:`GroupConvolution <../operations-specifications/convolution/group-convolution-1>` -* :doc:`GroupConvolutionBackpropData <../operations-specifications/convolution/group-convolution-backprop-data-1>` -* :doc:`GroupNormalization <../operations-specifications/normalization/group-normalization-12>` -* :doc:`GRUCell <../operations-specifications/sequence/gru-cell-3>` -* :doc:`GRUSequence <../operations-specifications/sequence/gru-sequence-5>` -* :doc:`HardSigmoid <../operations-specifications/activation/hard-sigmoid-1>` -* :doc:`HSigmoid <../operations-specifications/activation/hsigmoid-5>` -* :doc:`HSwish <../operations-specifications/activation/hswish-4>` -* :doc:`IDFT <../operations-specifications/signals/idft-7>` -* :doc:`I420toBGR <../operations-specifications/image/i420-to-bgr-8>` -* :doc:`I420toRGB <../operations-specifications/image/i420-to-rgb-8>` -* :doc:`If <../operations-specifications/condition/if-8>` -* :doc:`Interpolate <../operations-specifications/image/interpolate-11>` -* :doc:`Inverse <../operations-specifications/matrix/Inverse_14>` -* :doc:`IRDFT <../operations-specifications/signals/irdft-9>` -* :doc:`IsInf <../operations-specifications/comparison/isinf-10>` -* :doc:`IsNaN <../operations-specifications/comparison/isnan-10>` -* :doc:`Less <../operations-specifications/comparison/less-1>` -* :doc:`LessEqual <../operations-specifications/comparison/lessequal-1>` -* :doc:`Log <../operations-specifications/arithmetic/log-1>` -* :doc:`LogicalAnd <../operations-specifications/logical/logical-and-1>` -* :doc:`LogicalNot <../operations-specifications/logical/logical-not-1>` -* :doc:`LogicalOr <../operations-specifications/logical/logical-or-1>` -* :doc:`LogicalXor <../operations-specifications/logical/logical-xor-1>` -* :doc:`LogSoftmax <../operations-specifications/activation/log-soft-max-5>` -* :doc:`Loop <../operations-specifications/infrastructure/loop-5>` -* :doc:`LRN <../operations-specifications/normalization/lrn-1>` -* :doc:`LSTMCell <../operations-specifications/sequence/lstm-cell-1>` -* :doc:`LSTMSequence <../operations-specifications/sequence/lstm-sequence-1>` -* :doc:`MatMul <../operations-specifications/matrix/matmul-1>` -* :doc:`MatrixNMS <../operations-specifications/sort/matrix-non-max-suppression-8>` -* :doc:`MaxPool <../operations-specifications/pooling/max-pool-8>` -* :doc:`Maximum <../operations-specifications/arithmetic/maximum-1>` -* :doc:`Minimum <../operations-specifications/arithmetic/minimum-1>` -* :doc:`Mish <../operations-specifications/activation/mish-4>` -* :doc:`Mod <../operations-specifications/arithmetic/mod-1>` -* :doc:`MVN <../operations-specifications/normalization/mvn-6>` -* :doc:`MulticlassNMS <../operations-specifications/sort/multiclass-non-max-suppression-9>` -* :doc:`Multinomial <../operations-specifications/generation/multinomial-13>` -* :doc:`Multiply <../operations-specifications/arithmetic/multiply-1>` -* :doc:`Negative <../operations-specifications/arithmetic/negative-1>` -* :doc:`NMSRotated <../operations-specifications/sort/nms-rotated-13>` -* :doc:`NonMaxSuppression <../operations-specifications/sort/non-max-suppression-9>` -* :doc:`NonZero <../operations-specifications/condition/nonzero-3>` -* :doc:`NormalizeL2 <../operations-specifications/normalization/normalize-l2-1>` -* :doc:`NotEqual <../operations-specifications/comparison/notequal-1>` -* :doc:`NV12toBGR <../operations-specifications/image/nv12-to-bgr-8>` -* :doc:`NV12toRGB <../operations-specifications/image/nv12-to-rgb-8>` -* :doc:`OneHot <../operations-specifications/sequence/one-hot-1>` -* :doc:`Pad <../operations-specifications/movement/pad-12>` -* :doc:`Parameter <../operations-specifications/infrastructure/parameter-1>` -* :doc:`Power <../operations-specifications/arithmetic/power-1>` -* :doc:`PReLU <../operations-specifications/activation/prelu-1>` -* :doc:`PriorBoxClustered <../operations-specifications/detection/prior-box-clustered-1>` -* :doc:`PriorBox <../operations-specifications/detection/prior-box-8>` -* :doc:`Proposal <../operations-specifications/detection/proposal-4>` -* :doc:`PSROIPooling <../operations-specifications/detection/psroi-pooling-1>` -* :doc:`RandomUniform <../operations-specifications/generation/random-uniform-8>` -* :doc:`Range <../operations-specifications/generation/range-4>` -* :doc:`RDFT <../operations-specifications/signals/rdft-9>` -* :doc:`ReLU <../operations-specifications/activation/relu-1>` -* :doc:`ReadValue <../operations-specifications/infrastructure/read-value-3>` -* :doc:`ReduceL1 <../operations-specifications/reduction/reduce-l1-4>` -* :doc:`ReduceL2 <../operations-specifications/reduction/reduce-l2-4>` -* :doc:`ReduceLogicalAnd <../operations-specifications/reduction/reduce-logical-and-1>` -* :doc:`ReduceLogicalOr <../operations-specifications/reduction/reduce-logical-or-1>` -* :doc:`ReduceMax <../operations-specifications/reduction/reduce-max-1>` -* :doc:`ReduceMean <../operations-specifications/reduction/reduce-mean-1>` -* :doc:`ReduceMin <../operations-specifications/reduction/reduce-min-1>` -* :doc:`ReduceProd <../operations-specifications/reduction/reduce-prod-1>` -* :doc:`ReduceSum <../operations-specifications/reduction/reduce-sum-1>` -* :doc:`RegionYolo <../operations-specifications/detection/region-yolo-1>` -* :doc:`ReorgYolo <../operations-specifications/detection/reorg-yolo-1>` -* :doc:`Reshape <../operations-specifications/shape/reshape-1>` -* :doc:`Result <../operations-specifications/infrastructure/result-1>` -* :doc:`ReverseSequence <../operations-specifications/movement/reverse-sequence-1>` -* :doc:`RNNCell <../operations-specifications/sequence/rnn-cell-3>` -* :doc:`RNNSequence <../operations-specifications/sequence/rnn-sequence-5>` -* :doc:`ROIAlign <../operations-specifications/detection/roi-align-9>` -* :doc:`ROIPooling <../operations-specifications/detection/roi-pooling-1>` -* :doc:`Roll <../operations-specifications/movement/roll-7>` -* :doc:`Round <../operations-specifications/arithmetic/round-5>` -* :doc:`ScaledDotProductAttention <../operations-specifications/sequence/scaled-dot-product-attention>` -* :doc:`ScatterElementsUpdate <../operations-specifications/movement/scatter-elements-update-12>` -* :doc:`ScatterNDUpdate <../operations-specifications/movement/scatter-nd-update-3>` -* :doc:`ScatterUpdate <../operations-specifications/movement/scatter-update-3>` -* :doc:`Select <../operations-specifications/condition/select-1>` -* :doc:`Selu <../operations-specifications/activation/selu-1>` -* :doc:`ShapeOf <../operations-specifications/shape/shape-of-3>` -* :doc:`ShuffleChannels <../operations-specifications/movement/shuffle-channels-1>` -* :doc:`Sigmoid <../operations-specifications/activation/sigmoid-1>` -* :doc:`Sign <../operations-specifications/arithmetic/sign-1>` -* :doc:`Sin <../operations-specifications/arithmetic/sin-1>` -* :doc:`Sinh <../operations-specifications/arithmetic/sinh-1>` -* :doc:`Slice <../operations-specifications/movement/slice-8>` -* :doc:`SoftMax <../operations-specifications/activation/softmax-8>` -* :doc:`SoftPlus <../operations-specifications/activation/softplus-4>` -* :doc:`SoftSign <../operations-specifications/activation/softsign-9>` -* :doc:`SpaceToBatch <../operations-specifications/movement/space-to-batch-2>` -* :doc:`SpaceToDepth <../operations-specifications/movement/space-to-depth-1>` -* :doc:`Split <../operations-specifications/movement/split-1>` -* :doc:`Sqrt <../operations-specifications/arithmetic/sqrt-1>` -* :doc:`SquaredDifference <../operations-specifications/arithmetic/squared-difference-1>` -* :doc:`Squeeze <../operations-specifications/shape/squeeze-1>` -* :doc:`StridedSlice <../operations-specifications/movement/strided-slice-1>` -* :doc:`Subtract <../operations-specifications/arithmetic/subtract-1>` -* :doc:`Swish <../operations-specifications/activation/swish-4>` -* :doc:`Tan <../operations-specifications/arithmetic/tan-1>` -* :doc:`Tanh <../operations-specifications/arithmetic/tanh-1>` -* :doc:`TensorIterator <../operations-specifications/infrastructure/tensor-iterator-1>` -* :doc:`Tile <../operations-specifications/movement/tile-1>` -* :doc:`TopK <../operations-specifications/sort/top-k-11>` -* :doc:`Transpose <../operations-specifications/movement/transpose-1>` -* :doc:`Unique <../operations-specifications/movement/unique-10>` -* :doc:`Unsqueeze <../operations-specifications/shape/unsqueeze-1>` -* :doc:`VariadicSplit <../operations-specifications/movement/variadic-split-1>` +* :doc:`Abs <../operation-specs/arithmetic/abs-1>` +* :doc:`Acos <../operation-specs/arithmetic/acos-1>` +* :doc:`Acosh <../operation-specs/arithmetic/acosh-3>` +* :doc:`AdaptiveAvgPool <../operation-specs/pooling/adaptive-avg-pool-8>` +* :doc:`AdaptiveMaxPool <../operation-specs/pooling/adaptive-max-pool-8>` +* :doc:`Add <../operation-specs/arithmetic/add-1>` +* :doc:`Asin <../operation-specs/arithmetic/asin-1>` +* :doc:`Asinh <../operation-specs/arithmetic/asinh-3>` +* :doc:`Assign <../operation-specs/infrastructure/assign-3>` +* :doc:`Atan <../operation-specs/arithmetic/atan-1>` +* :doc:`Atanh <../operation-specs/arithmetic/atanh-3>` +* :doc:`AvgPool <../operation-specs/pooling/avg-pool-1>` +* :doc:`BatchNormInference <../operation-specs/normalization/batch-norm-inference-5>` +* :doc:`BatchToSpace <../operation-specs/movement/batch-to-space-2>` +* :doc:`BinaryConvolution <../operation-specs/convolution/binary-convolution-1>` +* :doc:`BitwiseAnd <../operation-specs/bitwise/bitwise-and-13>` +* :doc:`BitwiseOr <../operation-specs/bitwise/bitwise-or-13>` +* :doc:`BitwiseXor <../operation-specs/bitwise/bitwise-xor-13>` +* :doc:`BitwiseNot <../operation-specs/bitwise/bitwise-not-13>` +* :doc:`Broadcast <../operation-specs/movement/broadcast-3>` +* :doc:`Bucketize <../operation-specs/condition/bucketize-3>` +* :doc:`CTCGreedyDecoder <../operation-specs/sequence/ctc-greedy-decoder-1>` +* :doc:`CTCGreedyDecoderSeqLen <../operation-specs/sequence/ctc-greedy-decoder-seq-len-6>` +* :doc:`CTCLoss <../operation-specs/sequence/ctc-loss-4>` +* :doc:`Ceiling <../operation-specs/arithmetic/ceiling-1>` +* :doc:`Clamp <../operation-specs/activation/clamp-1>` +* :doc:`Concat <../operation-specs/movement/concat-1>` +* :doc:`Constant <../operation-specs/infrastructure/constant-1>` +* :doc:`Convert <../operation-specs/type/convert-1>` +* :doc:`ConvertLike <../operation-specs/type/convert-like-1>` +* :doc:`Convolution <../operation-specs/convolution/convolution-1>` +* :doc:`ConvolutionBackpropData <../operation-specs/convolution/convolution-backprop-data-1>` +* :doc:`Cos <../operation-specs/arithmetic/cos-1>` +* :doc:`Cosh <../operation-specs/arithmetic/cosh-1>` +* :doc:`CumSum <../operation-specs/arithmetic/cumsum-3>` +* :doc:`DeformableConvolution <../operation-specs/convolution/deformable-convolution-8>` +* :doc:`DeformablePSROIPooling <../operation-specs/detection/deformable-psroi-pooling-1>` +* :doc:`DepthToSpace <../operation-specs/movement/depth-to-space-1>` +* :doc:`DetectionOutput <../operation-specs/detection/detectionoutput-8>` +* :doc:`DFT <../operation-specs/signals/dft-7>` +* :doc:`Divide <../operation-specs/arithmetic/divide-1>` +* :doc:`Einsum <../operation-specs/matrix/einsum-7>` +* :doc:`Elu <../operation-specs/activation/elu-1>` +* :doc:`EmbeddingBagOffsetsSum <../operation-specs/sparse/embedding-bag-offsets-sum-3>` +* :doc:`EmbeddingBagPackedSum <../operation-specs/sparse/embedding-bag-packed-sum-3>` +* :doc:`EmbeddingSegmentsSum <../operation-specs/sparse/embedding-segments-sum-3>` +* :doc:`Equal <../operation-specs/comparison/equal-1>` +* :doc:`Erf <../operation-specs/arithmetic/erf-1>` +* :doc:`Exp <../operation-specs/activation/exp-1>` +* :doc:`ExperimentalDetectronDetectionOutput_6 <../operation-specs/detection/experimental-detectron-detection-output-6>` +* :doc:`ExperimentalDetectronGenerateProposalsSingleImage_6 <../operation-specs/detection/experimental-detectron-generate-proposals-single-image-6>` +* :doc:`ExperimentalDetectronPriorGridGenerator_6 <../operation-specs/detection/experimental-detectron-prior-grid-generator-6>` +* :doc:`ExperimentalDetectronROIFeatureExtractor_6 <../operation-specs/detection/experimental-detectron-roi-feature-extractor-6>` +* :doc:`ExperimentalDetectronTopKROIs_6 <../operation-specs/sort/experimental-detectron-top-krois-6>` +* :doc:`ExtractImagePatches <../operation-specs/movement/extract-image-patches-3>` +* :doc:`Eye <../operation-specs/generation/eye-9>` +* :doc:`FakeConvert <../operation-specs/quantization/fake-convert-13>` +* :doc:`FakeQuantize <../operation-specs/quantization/fake-quantize-1>` +* :doc:`Floor <../operation-specs/arithmetic/floor-1>` +* :doc:`FloorMod <../operation-specs/arithmetic/floormod-1>` +* :doc:`Gather <../operation-specs/movement/gather-8>` +* :doc:`GatherElements <../operation-specs/movement/gather-elements-6>` +* :doc:`GatherND <../operation-specs/movement/gather-nd-8>` +* :doc:`GatherTree <../operation-specs/movement/gather-tree-1>` +* :doc:`Gelu <../operation-specs/activation/gelu-7>` +* :doc:`GenerateProposals <../operation-specs/detection/generate-proposals-9>` +* :doc:`Greater <../operation-specs/comparison/greater-1>` +* :doc:`GreaterEqual <../operation-specs/comparison/greater-equal-1>` +* :doc:`GridSample <../operation-specs/image/grid-sample-9>` +* :doc:`GRN <../operation-specs/normalization/grn-1>` +* :doc:`GroupConvolution <../operation-specs/convolution/group-convolution-1>` +* :doc:`GroupConvolutionBackpropData <../operation-specs/convolution/group-convolution-backprop-data-1>` +* :doc:`GroupNormalization <../operation-specs/normalization/group-normalization-12>` +* :doc:`GRUCell <../operation-specs/sequence/gru-cell-3>` +* :doc:`GRUSequence <../operation-specs/sequence/gru-sequence-5>` +* :doc:`HardSigmoid <../operation-specs/activation/hard-sigmoid-1>` +* :doc:`HSigmoid <../operation-specs/activation/hsigmoid-5>` +* :doc:`HSwish <../operation-specs/activation/hswish-4>` +* :doc:`IDFT <../operation-specs/signals/idft-7>` +* :doc:`I420toBGR <../operation-specs/image/i420-to-bgr-8>` +* :doc:`I420toRGB <../operation-specs/image/i420-to-rgb-8>` +* :doc:`If <../operation-specs/condition/if-8>` +* :doc:`Interpolate <../operation-specs/image/interpolate-11>` +* :doc:`Inverse <../operation-specs/matrix/Inverse_14>` +* :doc:`IRDFT <../operation-specs/signals/irdft-9>` +* :doc:`IsInf <../operation-specs/comparison/isinf-10>` +* :doc:`IsNaN <../operation-specs/comparison/isnan-10>` +* :doc:`Less <../operation-specs/comparison/less-1>` +* :doc:`LessEqual <../operation-specs/comparison/lessequal-1>` +* :doc:`Log <../operation-specs/arithmetic/log-1>` +* :doc:`LogicalAnd <../operation-specs/logical/logical-and-1>` +* :doc:`LogicalNot <../operation-specs/logical/logical-not-1>` +* :doc:`LogicalOr <../operation-specs/logical/logical-or-1>` +* :doc:`LogicalXor <../operation-specs/logical/logical-xor-1>` +* :doc:`LogSoftmax <../operation-specs/activation/log-soft-max-5>` +* :doc:`Loop <../operation-specs/infrastructure/loop-5>` +* :doc:`LRN <../operation-specs/normalization/lrn-1>` +* :doc:`LSTMCell <../operation-specs/sequence/lstm-cell-1>` +* :doc:`LSTMSequence <../operation-specs/sequence/lstm-sequence-1>` +* :doc:`MatMul <../operation-specs/matrix/matmul-1>` +* :doc:`MatrixNMS <../operation-specs/sort/matrix-non-max-suppression-8>` +* :doc:`MaxPool <../operation-specs/pooling/max-pool-8>` +* :doc:`Maximum <../operation-specs/arithmetic/maximum-1>` +* :doc:`Minimum <../operation-specs/arithmetic/minimum-1>` +* :doc:`Mish <../operation-specs/activation/mish-4>` +* :doc:`Mod <../operation-specs/arithmetic/mod-1>` +* :doc:`MVN <../operation-specs/normalization/mvn-6>` +* :doc:`MulticlassNMS <../operation-specs/sort/multiclass-non-max-suppression-9>` +* :doc:`Multinomial <../operation-specs/generation/multinomial-13>` +* :doc:`Multiply <../operation-specs/arithmetic/multiply-1>` +* :doc:`Negative <../operation-specs/arithmetic/negative-1>` +* :doc:`NMSRotated <../operation-specs/sort/nms-rotated-13>` +* :doc:`NonMaxSuppression <../operation-specs/sort/non-max-suppression-9>` +* :doc:`NonZero <../operation-specs/condition/nonzero-3>` +* :doc:`NormalizeL2 <../operation-specs/normalization/normalize-l2-1>` +* :doc:`NotEqual <../operation-specs/comparison/notequal-1>` +* :doc:`NV12toBGR <../operation-specs/image/nv12-to-bgr-8>` +* :doc:`NV12toRGB <../operation-specs/image/nv12-to-rgb-8>` +* :doc:`OneHot <../operation-specs/sequence/one-hot-1>` +* :doc:`Pad <../operation-specs/movement/pad-12>` +* :doc:`Parameter <../operation-specs/infrastructure/parameter-1>` +* :doc:`Power <../operation-specs/arithmetic/power-1>` +* :doc:`PReLU <../operation-specs/activation/prelu-1>` +* :doc:`PriorBoxClustered <../operation-specs/detection/prior-box-clustered-1>` +* :doc:`PriorBox <../operation-specs/detection/prior-box-8>` +* :doc:`Proposal <../operation-specs/detection/proposal-4>` +* :doc:`PSROIPooling <../operation-specs/detection/psroi-pooling-1>` +* :doc:`RandomUniform <../operation-specs/generation/random-uniform-8>` +* :doc:`Range <../operation-specs/generation/range-4>` +* :doc:`RDFT <../operation-specs/signals/rdft-9>` +* :doc:`ReLU <../operation-specs/activation/relu-1>` +* :doc:`ReadValue <../operation-specs/infrastructure/read-value-3>` +* :doc:`ReduceL1 <../operation-specs/reduction/reduce-l1-4>` +* :doc:`ReduceL2 <../operation-specs/reduction/reduce-l2-4>` +* :doc:`ReduceLogicalAnd <../operation-specs/reduction/reduce-logical-and-1>` +* :doc:`ReduceLogicalOr <../operation-specs/reduction/reduce-logical-or-1>` +* :doc:`ReduceMax <../operation-specs/reduction/reduce-max-1>` +* :doc:`ReduceMean <../operation-specs/reduction/reduce-mean-1>` +* :doc:`ReduceMin <../operation-specs/reduction/reduce-min-1>` +* :doc:`ReduceProd <../operation-specs/reduction/reduce-prod-1>` +* :doc:`ReduceSum <../operation-specs/reduction/reduce-sum-1>` +* :doc:`RegionYolo <../operation-specs/detection/region-yolo-1>` +* :doc:`ReorgYolo <../operation-specs/detection/reorg-yolo-1>` +* :doc:`Reshape <../operation-specs/shape/reshape-1>` +* :doc:`Result <../operation-specs/infrastructure/result-1>` +* :doc:`ReverseSequence <../operation-specs/movement/reverse-sequence-1>` +* :doc:`RNNCell <../operation-specs/sequence/rnn-cell-3>` +* :doc:`RNNSequence <../operation-specs/sequence/rnn-sequence-5>` +* :doc:`ROIAlign <../operation-specs/detection/roi-align-9>` +* :doc:`ROIPooling <../operation-specs/detection/roi-pooling-1>` +* :doc:`Roll <../operation-specs/movement/roll-7>` +* :doc:`Round <../operation-specs/arithmetic/round-5>` +* :doc:`ScaledDotProductAttention <../operation-specs/sequence/scaled-dot-product-attention>` +* :doc:`ScatterElementsUpdate <../operation-specs/movement/scatter-elements-update-12>` +* :doc:`ScatterNDUpdate <../operation-specs/movement/scatter-nd-update-3>` +* :doc:`ScatterUpdate <../operation-specs/movement/scatter-update-3>` +* :doc:`Select <../operation-specs/condition/select-1>` +* :doc:`Selu <../operation-specs/activation/selu-1>` +* :doc:`ShapeOf <../operation-specs/shape/shape-of-3>` +* :doc:`ShuffleChannels <../operation-specs/movement/shuffle-channels-1>` +* :doc:`Sigmoid <../operation-specs/activation/sigmoid-1>` +* :doc:`Sign <../operation-specs/arithmetic/sign-1>` +* :doc:`Sin <../operation-specs/arithmetic/sin-1>` +* :doc:`Sinh <../operation-specs/arithmetic/sinh-1>` +* :doc:`Slice <../operation-specs/movement/slice-8>` +* :doc:`SoftMax <../operation-specs/activation/softmax-8>` +* :doc:`SoftPlus <../operation-specs/activation/softplus-4>` +* :doc:`SoftSign <../operation-specs/activation/softsign-9>` +* :doc:`SpaceToBatch <../operation-specs/movement/space-to-batch-2>` +* :doc:`SpaceToDepth <../operation-specs/movement/space-to-depth-1>` +* :doc:`Split <../operation-specs/movement/split-1>` +* :doc:`Sqrt <../operation-specs/arithmetic/sqrt-1>` +* :doc:`SquaredDifference <../operation-specs/arithmetic/squared-difference-1>` +* :doc:`Squeeze <../operation-specs/shape/squeeze-1>` +* :doc:`StridedSlice <../operation-specs/movement/strided-slice-1>` +* :doc:`Subtract <../operation-specs/arithmetic/subtract-1>` +* :doc:`Swish <../operation-specs/activation/swish-4>` +* :doc:`Tan <../operation-specs/arithmetic/tan-1>` +* :doc:`Tanh <../operation-specs/arithmetic/tanh-1>` +* :doc:`TensorIterator <../operation-specs/infrastructure/tensor-iterator-1>` +* :doc:`Tile <../operation-specs/movement/tile-1>` +* :doc:`TopK <../operation-specs/sort/top-k-11>` +* :doc:`Transpose <../operation-specs/movement/transpose-1>` +* :doc:`Unique <../operation-specs/movement/unique-10>` +* :doc:`Unsqueeze <../operation-specs/shape/unsqueeze-1>` +* :doc:`VariadicSplit <../operation-specs/movement/variadic-split-1>` diff --git a/docs/articles_en/documentation/openvino-ir-format/operation-sets/available-opsets/opset2.rst b/docs/articles_en/documentation/openvino-ir-format/operation-sets/available-opsets/opset2.rst index 3677b983cf6fb2..234c4815c24bbb 100644 --- a/docs/articles_en/documentation/openvino-ir-format/operation-sets/available-opsets/opset2.rst +++ b/docs/articles_en/documentation/openvino-ir-format/operation-sets/available-opsets/opset2.rst @@ -19,117 +19,117 @@ declared in ``namespace opset2``. Table of Contents ###################### -* :doc:`Abs <../operations-specifications/arithmetic/abs-1>` -* :doc:`Acos <../operations-specifications/arithmetic/acos-1>` -* :doc:`Add <../operations-specifications/arithmetic/add-1>` -* :doc:`Asin <../operations-specifications/arithmetic/asin-1>` -* :doc:`Atan <../operations-specifications/arithmetic/atan-1>` -* :doc:`AvgPool <../operations-specifications/pooling/avg-pool-1>` -* :doc:`BatchNormInference <../operations-specifications/normalization/batch-norm-inference-1>` -* :doc:`BatchToSpace <../operations-specifications/movement/batch-to-space-2>` -* :doc:`BinaryConvolution <../operations-specifications/convolution/binary-convolution-1>` -* :doc:`Broadcast <../operations-specifications/movement/broadcast-1>` -* :doc:`CTCGreedyDecoder <../operations-specifications/sequence/ctc-greedy-decoder-1>` -* :doc:`Ceiling <../operations-specifications/arithmetic/ceiling-1>` -* :doc:`Clamp <../operations-specifications/activation/clamp-1>` -* :doc:`Concat <../operations-specifications/movement/concat-1>` -* :doc:`Constant <../operations-specifications/infrastructure/constant-1>` -* :doc:`Convert <../operations-specifications/type/convert-1>` -* :doc:`ConvertLike <../operations-specifications/type/convert-like-1>` -* :doc:`Convolution <../operations-specifications/convolution/convolution-1>` -* :doc:`ConvolutionBackpropData <../operations-specifications/convolution/convolution-backprop-data-1>` -* :doc:`Cos <../operations-specifications/arithmetic/cos-1>` -* :doc:`Cosh <../operations-specifications/arithmetic/cosh-1>` -* :doc:`DeformableConvolution <../operations-specifications/convolution/deformable-convolution-1>` -* :doc:`DeformablePSROIPooling <../operations-specifications/detection/deformable-psroi-pooling-1>` -* :doc:`DepthToSpace <../operations-specifications/movement/depth-to-space-1>` -* :doc:`DetectionOutput <../operations-specifications/detection/detectionoutput-1>` -* :doc:`Divide <../operations-specifications/arithmetic/divide-1>` -* :doc:`Elu <../operations-specifications/activation/elu-1>` -* :doc:`Equal <../operations-specifications/comparison/equal-1>` -* :doc:`Erf <../operations-specifications/arithmetic/erf-1>` -* :doc:`Exp <../operations-specifications/activation/exp-1>` -* :doc:`FakeQuantize <../operations-specifications/quantization/fake-quantize-1>` -* :doc:`Floor <../operations-specifications/arithmetic/floor-1>` -* :doc:`FloorMod <../operations-specifications/arithmetic/floormod-1>` -* :doc:`Gather <../operations-specifications/movement/gather-1>` -* :doc:`GatherTree <../operations-specifications/movement/gather-tree-1>` -* :doc:`Gelu <../operations-specifications/activation/gelu-2>` -* :doc:`Greater <../operations-specifications/comparison/greater-1>` -* :doc:`GreaterEqual <../operations-specifications/comparison/greater-equal-1>` -* :doc:`GRN <../operations-specifications/normalization/grn-1>` -* :doc:`GroupConvolution <../operations-specifications/convolution/group-convolution-1>` -* :doc:`GroupConvolutionBackpropData <../operations-specifications/convolution/group-convolution-backprop-data-1>` -* :doc:`HardSigmoid <../operations-specifications/activation/hard-sigmoid-1>` -* :doc:`Interpolate <../operations-specifications/image/interpolate-1>` -* :doc:`Less <../operations-specifications/comparison/less-1>` -* :doc:`LessEqual <../operations-specifications/comparison/lessequal-1>` -* :doc:`Log <../operations-specifications/arithmetic/log-1>` -* :doc:`LogicalAnd <../operations-specifications/logical/logical-and-1>` -* :doc:`LogicalNot <../operations-specifications/logical/logical-not-1>` -* :doc:`LogicalOr <../operations-specifications/logical/logical-or-1>` -* :doc:`LogicalXor <../operations-specifications/logical/logical-xor-1>` -* :doc:`LRN <../operations-specifications/normalization/lrn-1>` -* :doc:`LSTMCell <../operations-specifications/sequence/lstm-cell-1>` -* :doc:`LSTMSequence <../operations-specifications/sequence/lstm-sequence-1>` -* :doc:`MatMul <../operations-specifications/matrix/matmul-1>` -* :doc:`MaxPool <../operations-specifications/pooling/max-pool-1>` -* :doc:`Maximum <../operations-specifications/arithmetic/maximum-1>` -* :doc:`Minimum <../operations-specifications/arithmetic/minimum-1>` -* :doc:`Mod <../operations-specifications/arithmetic/mod-1>` -* :doc:`MVN <../operations-specifications/normalization/mvn-1>` -* :doc:`Multiply <../operations-specifications/arithmetic/multiply-1>` -* :doc:`Negative <../operations-specifications/arithmetic/negative-1>` -* :doc:`NonMaxSuppression <../operations-specifications/sort/non-max-suppression-1>` -* :doc:`NormalizeL2 <../operations-specifications/normalization/normalize-l2-1>` -* :doc:`NotEqual <../operations-specifications/comparison/notequal-1>` -* :doc:`OneHot <../operations-specifications/sequence/one-hot-1>` -* :doc:`Pad <../operations-specifications/movement/pad-1>` -* :doc:`Parameter <../operations-specifications/infrastructure/parameter-1>` -* :doc:`Power <../operations-specifications/arithmetic/power-1>` -* :doc:`PReLU <../operations-specifications/activation/prelu-1>` -* :doc:`PriorBoxClustered <../operations-specifications/detection/prior-box-clustered-1>` -* :doc:`PriorBox <../operations-specifications/detection/prior-box-1>` -* :doc:`Proposal <../operations-specifications/detection/proposal-1>` -* :doc:`PSROIPooling <../operations-specifications/detection/psroi-pooling-1>` -* :doc:`Range <../operations-specifications/generation/range-1>` -* :doc:`ReLU <../operations-specifications/activation/relu-1>` -* :doc:`ReduceLogicalAnd <../operations-specifications/reduction/reduce-logical-and-1>` -* :doc:`ReduceLogicalOr <../operations-specifications/reduction/reduce-logical-or-1>` -* :doc:`ReduceMax <../operations-specifications/reduction/reduce-max-1>` -* :doc:`ReduceMean <../operations-specifications/reduction/reduce-mean-1>` -* :doc:`ReduceMin <../operations-specifications/reduction/reduce-min-1>` -* :doc:`ReduceProd <../operations-specifications/reduction/reduce-prod-1>` -* :doc:`ReduceSum <../operations-specifications/reduction/reduce-sum-1>` -* :doc:`RegionYolo <../operations-specifications/detection/region-yolo-1>` -* :doc:`ReorgYolo <../operations-specifications/detection/reorg-yolo-1>` -* :doc:`Reshape <../operations-specifications/shape/reshape-1>` -* :doc:`Result <../operations-specifications/infrastructure/result-1>` -* :doc:`ReverseSequence <../operations-specifications/movement/reverse-sequence-1>` -* :doc:`ROIPooling <../operations-specifications/detection/roi-pooling-1>` -* :doc:`Select <../operations-specifications/condition/select-1>` -* :doc:`Selu <../operations-specifications/activation/selu-1>` -* :doc:`ShapeOf <../operations-specifications/shape/shape-of-1>` -* :doc:`Sigmoid <../operations-specifications/activation/sigmoid-1>` -* :doc:`Sign <../operations-specifications/arithmetic/sign-1>` -* :doc:`Sin <../operations-specifications/arithmetic/sin-1>` -* :doc:`Sinh <../operations-specifications/arithmetic/sinh-1>` -* :doc:`SoftMax <../operations-specifications/activation/softmax-1>` -* :doc:`SpaceToBatch <../operations-specifications/movement/space-to-batch-2>` -* :doc:`SpaceToDepth <../operations-specifications/movement/space-to-depth-1>` -* :doc:`Split <../operations-specifications/movement/split-1>` -* :doc:`Sqrt <../operations-specifications/arithmetic/sqrt-1>` -* :doc:`SquaredDifference <../operations-specifications/arithmetic/squared-difference-1>` -* :doc:`Squeeze <../operations-specifications/shape/squeeze-1>` -* :doc:`StridedSlice <../operations-specifications/movement/strided-slice-1>` -* :doc:`Subtract <../operations-specifications/arithmetic/subtract-1>` -* :doc:`Tan <../operations-specifications/arithmetic/tan-1>` -* :doc:`Tanh <../operations-specifications/arithmetic/tanh-1>` -* :doc:`TensorIterator <../operations-specifications/infrastructure/tensor-iterator-1>` -* :doc:`Tile <../operations-specifications/movement/tile-1>` -* :doc:`TopK <../operations-specifications/sort/top-k-1>` -* :doc:`Transpose <../operations-specifications/movement/transpose-1>` -* :doc:`Unsqueeze <../operations-specifications/shape/unsqueeze-1>` -* :doc:`VariadicSplit <../operations-specifications/movement/variadic-split-1>` +* :doc:`Abs <../operation-specs/arithmetic/abs-1>` +* :doc:`Acos <../operation-specs/arithmetic/acos-1>` +* :doc:`Add <../operation-specs/arithmetic/add-1>` +* :doc:`Asin <../operation-specs/arithmetic/asin-1>` +* :doc:`Atan <../operation-specs/arithmetic/atan-1>` +* :doc:`AvgPool <../operation-specs/pooling/avg-pool-1>` +* :doc:`BatchNormInference <../operation-specs/normalization/batch-norm-inference-1>` +* :doc:`BatchToSpace <../operation-specs/movement/batch-to-space-2>` +* :doc:`BinaryConvolution <../operation-specs/convolution/binary-convolution-1>` +* :doc:`Broadcast <../operation-specs/movement/broadcast-1>` +* :doc:`CTCGreedyDecoder <../operation-specs/sequence/ctc-greedy-decoder-1>` +* :doc:`Ceiling <../operation-specs/arithmetic/ceiling-1>` +* :doc:`Clamp <../operation-specs/activation/clamp-1>` +* :doc:`Concat <../operation-specs/movement/concat-1>` +* :doc:`Constant <../operation-specs/infrastructure/constant-1>` +* :doc:`Convert <../operation-specs/type/convert-1>` +* :doc:`ConvertLike <../operation-specs/type/convert-like-1>` +* :doc:`Convolution <../operation-specs/convolution/convolution-1>` +* :doc:`ConvolutionBackpropData <../operation-specs/convolution/convolution-backprop-data-1>` +* :doc:`Cos <../operation-specs/arithmetic/cos-1>` +* :doc:`Cosh <../operation-specs/arithmetic/cosh-1>` +* :doc:`DeformableConvolution <../operation-specs/convolution/deformable-convolution-1>` +* :doc:`DeformablePSROIPooling <../operation-specs/detection/deformable-psroi-pooling-1>` +* :doc:`DepthToSpace <../operation-specs/movement/depth-to-space-1>` +* :doc:`DetectionOutput <../operation-specs/detection/detectionoutput-1>` +* :doc:`Divide <../operation-specs/arithmetic/divide-1>` +* :doc:`Elu <../operation-specs/activation/elu-1>` +* :doc:`Equal <../operation-specs/comparison/equal-1>` +* :doc:`Erf <../operation-specs/arithmetic/erf-1>` +* :doc:`Exp <../operation-specs/activation/exp-1>` +* :doc:`FakeQuantize <../operation-specs/quantization/fake-quantize-1>` +* :doc:`Floor <../operation-specs/arithmetic/floor-1>` +* :doc:`FloorMod <../operation-specs/arithmetic/floormod-1>` +* :doc:`Gather <../operation-specs/movement/gather-1>` +* :doc:`GatherTree <../operation-specs/movement/gather-tree-1>` +* :doc:`Gelu <../operation-specs/activation/gelu-2>` +* :doc:`Greater <../operation-specs/comparison/greater-1>` +* :doc:`GreaterEqual <../operation-specs/comparison/greater-equal-1>` +* :doc:`GRN <../operation-specs/normalization/grn-1>` +* :doc:`GroupConvolution <../operation-specs/convolution/group-convolution-1>` +* :doc:`GroupConvolutionBackpropData <../operation-specs/convolution/group-convolution-backprop-data-1>` +* :doc:`HardSigmoid <../operation-specs/activation/hard-sigmoid-1>` +* :doc:`Interpolate <../operation-specs/image/interpolate-1>` +* :doc:`Less <../operation-specs/comparison/less-1>` +* :doc:`LessEqual <../operation-specs/comparison/lessequal-1>` +* :doc:`Log <../operation-specs/arithmetic/log-1>` +* :doc:`LogicalAnd <../operation-specs/logical/logical-and-1>` +* :doc:`LogicalNot <../operation-specs/logical/logical-not-1>` +* :doc:`LogicalOr <../operation-specs/logical/logical-or-1>` +* :doc:`LogicalXor <../operation-specs/logical/logical-xor-1>` +* :doc:`LRN <../operation-specs/normalization/lrn-1>` +* :doc:`LSTMCell <../operation-specs/sequence/lstm-cell-1>` +* :doc:`LSTMSequence <../operation-specs/sequence/lstm-sequence-1>` +* :doc:`MatMul <../operation-specs/matrix/matmul-1>` +* :doc:`MaxPool <../operation-specs/pooling/max-pool-1>` +* :doc:`Maximum <../operation-specs/arithmetic/maximum-1>` +* :doc:`Minimum <../operation-specs/arithmetic/minimum-1>` +* :doc:`Mod <../operation-specs/arithmetic/mod-1>` +* :doc:`MVN <../operation-specs/normalization/mvn-1>` +* :doc:`Multiply <../operation-specs/arithmetic/multiply-1>` +* :doc:`Negative <../operation-specs/arithmetic/negative-1>` +* :doc:`NonMaxSuppression <../operation-specs/sort/non-max-suppression-1>` +* :doc:`NormalizeL2 <../operation-specs/normalization/normalize-l2-1>` +* :doc:`NotEqual <../operation-specs/comparison/notequal-1>` +* :doc:`OneHot <../operation-specs/sequence/one-hot-1>` +* :doc:`Pad <../operation-specs/movement/pad-1>` +* :doc:`Parameter <../operation-specs/infrastructure/parameter-1>` +* :doc:`Power <../operation-specs/arithmetic/power-1>` +* :doc:`PReLU <../operation-specs/activation/prelu-1>` +* :doc:`PriorBoxClustered <../operation-specs/detection/prior-box-clustered-1>` +* :doc:`PriorBox <../operation-specs/detection/prior-box-1>` +* :doc:`Proposal <../operation-specs/detection/proposal-1>` +* :doc:`PSROIPooling <../operation-specs/detection/psroi-pooling-1>` +* :doc:`Range <../operation-specs/generation/range-1>` +* :doc:`ReLU <../operation-specs/activation/relu-1>` +* :doc:`ReduceLogicalAnd <../operation-specs/reduction/reduce-logical-and-1>` +* :doc:`ReduceLogicalOr <../operation-specs/reduction/reduce-logical-or-1>` +* :doc:`ReduceMax <../operation-specs/reduction/reduce-max-1>` +* :doc:`ReduceMean <../operation-specs/reduction/reduce-mean-1>` +* :doc:`ReduceMin <../operation-specs/reduction/reduce-min-1>` +* :doc:`ReduceProd <../operation-specs/reduction/reduce-prod-1>` +* :doc:`ReduceSum <../operation-specs/reduction/reduce-sum-1>` +* :doc:`RegionYolo <../operation-specs/detection/region-yolo-1>` +* :doc:`ReorgYolo <../operation-specs/detection/reorg-yolo-1>` +* :doc:`Reshape <../operation-specs/shape/reshape-1>` +* :doc:`Result <../operation-specs/infrastructure/result-1>` +* :doc:`ReverseSequence <../operation-specs/movement/reverse-sequence-1>` +* :doc:`ROIPooling <../operation-specs/detection/roi-pooling-1>` +* :doc:`Select <../operation-specs/condition/select-1>` +* :doc:`Selu <../operation-specs/activation/selu-1>` +* :doc:`ShapeOf <../operation-specs/shape/shape-of-1>` +* :doc:`Sigmoid <../operation-specs/activation/sigmoid-1>` +* :doc:`Sign <../operation-specs/arithmetic/sign-1>` +* :doc:`Sin <../operation-specs/arithmetic/sin-1>` +* :doc:`Sinh <../operation-specs/arithmetic/sinh-1>` +* :doc:`SoftMax <../operation-specs/activation/softmax-1>` +* :doc:`SpaceToBatch <../operation-specs/movement/space-to-batch-2>` +* :doc:`SpaceToDepth <../operation-specs/movement/space-to-depth-1>` +* :doc:`Split <../operation-specs/movement/split-1>` +* :doc:`Sqrt <../operation-specs/arithmetic/sqrt-1>` +* :doc:`SquaredDifference <../operation-specs/arithmetic/squared-difference-1>` +* :doc:`Squeeze <../operation-specs/shape/squeeze-1>` +* :doc:`StridedSlice <../operation-specs/movement/strided-slice-1>` +* :doc:`Subtract <../operation-specs/arithmetic/subtract-1>` +* :doc:`Tan <../operation-specs/arithmetic/tan-1>` +* :doc:`Tanh <../operation-specs/arithmetic/tanh-1>` +* :doc:`TensorIterator <../operation-specs/infrastructure/tensor-iterator-1>` +* :doc:`Tile <../operation-specs/movement/tile-1>` +* :doc:`TopK <../operation-specs/sort/top-k-1>` +* :doc:`Transpose <../operation-specs/movement/transpose-1>` +* :doc:`Unsqueeze <../operation-specs/shape/unsqueeze-1>` +* :doc:`VariadicSplit <../operation-specs/movement/variadic-split-1>` diff --git a/docs/articles_en/documentation/openvino-ir-format/operation-sets/available-opsets/opset3.rst b/docs/articles_en/documentation/openvino-ir-format/operation-sets/available-opsets/opset3.rst index 981cc68637717a..42556d6b18e221 100644 --- a/docs/articles_en/documentation/openvino-ir-format/operation-sets/available-opsets/opset3.rst +++ b/docs/articles_en/documentation/openvino-ir-format/operation-sets/available-opsets/opset3.rst @@ -19,132 +19,132 @@ declared in ``namespace opset3``. Table of Contents ####################### -* :doc:`Abs <../operations-specifications/arithmetic/abs-1>` -* :doc:`Acos <../operations-specifications/arithmetic/acos-1>` -* :doc:`Add <../operations-specifications/arithmetic/add-1>` -* :doc:`Asin <../operations-specifications/arithmetic/asin-1>` -* :doc:`Assign <../operations-specifications/infrastructure/assign-3>` -* :doc:`Atan <../operations-specifications/arithmetic/atan-1>` -* :doc:`AvgPool <../operations-specifications/pooling/avg-pool-1>` -* :doc:`BatchNormInference <../operations-specifications/normalization/batch-norm-inference-1>` -* :doc:`BatchToSpace <../operations-specifications/movement/batch-to-space-2>` -* :doc:`BinaryConvolution <../operations-specifications/convolution/binary-convolution-1>` -* :doc:`Broadcast <../operations-specifications/movement/broadcast-3>` -* :doc:`Bucketize <../operations-specifications/condition/bucketize-3>` -* :doc:`CTCGreedyDecoder <../operations-specifications/sequence/ctc-greedy-decoder-1>` -* :doc:`Ceiling <../operations-specifications/arithmetic/ceiling-1>` -* :doc:`Clamp <../operations-specifications/activation/clamp-1>` -* :doc:`Concat <../operations-specifications/movement/concat-1>` -* :doc:`Constant <../operations-specifications/infrastructure/constant-1>` -* :doc:`Convert <../operations-specifications/type/convert-1>` -* :doc:`ConvertLike <../operations-specifications/type/convert-like-1>` -* :doc:`Convolution <../operations-specifications/convolution/convolution-1>` -* :doc:`ConvolutionBackpropData <../operations-specifications/convolution/convolution-backprop-data-1>` -* :doc:`Cos <../operations-specifications/arithmetic/cos-1>` -* :doc:`Cosh <../operations-specifications/arithmetic/cosh-1>` -* :doc:`CumSum <../operations-specifications/arithmetic/cumsum-3>` -* :doc:`DeformableConvolution <../operations-specifications/convolution/deformable-convolution-1>` -* :doc:`DeformablePSROIPooling <../operations-specifications/detection/deformable-psroi-pooling-1>` -* :doc:`DepthToSpace <../operations-specifications/movement/depth-to-space-1>` -* :doc:`DetectionOutput <../operations-specifications/detection/detectionoutput-1>` -* :doc:`Divide <../operations-specifications/arithmetic/divide-1>` -* :doc:`Elu <../operations-specifications/activation/elu-1>` -* :doc:`EmbeddingBagOffsetsSum <../operations-specifications/sparse/embedding-bag-offsets-sum-3>` -* :doc:`EmbeddingBagPackedSum <../operations-specifications/sparse/embedding-bag-packed-sum-3>` -* :doc:`EmbeddingSegmentsSum <../operations-specifications/sparse/embedding-segments-sum-3>` -* :doc:`Equal <../operations-specifications/comparison/equal-1>` -* :doc:`Erf <../operations-specifications/arithmetic/erf-1>` -* :doc:`Exp <../operations-specifications/activation/exp-1>` -* :doc:`ExtractImagePatches <../operations-specifications/movement/extract-image-patches-3>` -* :doc:`FakeQuantize <../operations-specifications/quantization/fake-quantize-1>` -* :doc:`Floor <../operations-specifications/arithmetic/floor-1>` -* :doc:`FloorMod <../operations-specifications/arithmetic/floormod-1>` -* :doc:`Gather <../operations-specifications/movement/gather-1>` -* :doc:`GatherTree <../operations-specifications/movement/gather-tree-1>` -* :doc:`Gelu <../operations-specifications/activation/gelu-2>` -* :doc:`Greater <../operations-specifications/comparison/greater-1>` -* :doc:`GreaterEqual <../operations-specifications/comparison/greater-equal-1>` -* :doc:`GRN <../operations-specifications/normalization/grn-1>` -* :doc:`GroupConvolution <../operations-specifications/convolution/group-convolution-1>` -* :doc:`GroupConvolutionBackpropData <../operations-specifications/convolution/group-convolution-backprop-data-1>` -* :doc:`GRUCell <../operations-specifications/sequence/gru-cell-3>` -* :doc:`HardSigmoid <../operations-specifications/activation/hard-sigmoid-1>` -* :doc:`Interpolate <../operations-specifications/image/interpolate-1>` -* :doc:`Less <../operations-specifications/comparison/less-1>` -* :doc:`LessEqual <../operations-specifications/comparison/lessequal-1>` -* :doc:`Log <../operations-specifications/arithmetic/log-1>` -* :doc:`LogicalAnd <../operations-specifications/logical/logical-and-1>` -* :doc:`LogicalNot <../operations-specifications/logical/logical-not-1>` -* :doc:`LogicalOr <../operations-specifications/logical/logical-or-1>` -* :doc:`LogicalXor <../operations-specifications/logical/logical-xor-1>` -* :doc:`LRN <../operations-specifications/normalization/lrn-1>` -* :doc:`LSTMCell <../operations-specifications/sequence/lstm-cell-1>` -* :doc:`LSTMSequence <../operations-specifications/sequence/lstm-sequence-1>` -* :doc:`MatMul <../operations-specifications/matrix/matmul-1>` -* :doc:`MaxPool <../operations-specifications/pooling/max-pool-1>` -* :doc:`Maximum <../operations-specifications/arithmetic/maximum-1>` -* :doc:`Minimum <../operations-specifications/arithmetic/minimum-1>` -* :doc:`Mod <../operations-specifications/arithmetic/mod-1>` -* :doc:`MVN <../operations-specifications/normalization/mvn-1>` -* :doc:`Multiply <../operations-specifications/arithmetic/multiply-1>` -* :doc:`Negative <../operations-specifications/arithmetic/negative-1>` -* :doc:`NonMaxSuppression <../operations-specifications/sort/non-max-suppression-3>` -* :doc:`NonZero <../operations-specifications/condition/nonzero-3>` -* :doc:`NormalizeL2 <../operations-specifications/normalization/normalize-l2-1>` -* :doc:`NotEqual <../operations-specifications/comparison/notequal-1>` -* :doc:`OneHot <../operations-specifications/sequence/one-hot-1>` -* :doc:`Pad <../operations-specifications/movement/pad-1>` -* :doc:`Parameter <../operations-specifications/infrastructure/parameter-1>` -* :doc:`Power <../operations-specifications/arithmetic/power-1>` -* :doc:`PReLU <../operations-specifications/activation/prelu-1>` -* :doc:`PriorBoxClustered <../operations-specifications/detection/prior-box-clustered-1>` -* :doc:`PriorBox <../operations-specifications/detection/prior-box-1>` -* :doc:`Proposal <../operations-specifications/detection/proposal-1>` -* :doc:`PSROIPooling <../operations-specifications/detection/psroi-pooling-1>` -* :doc:`Range <../operations-specifications/generation/range-1>` -* :doc:`ReLU <../operations-specifications/activation/relu-1>` -* :doc:`ReadValue <../operations-specifications/infrastructure/read-value-3>` -* :doc:`ReduceLogicalAnd <../operations-specifications/reduction/reduce-logical-and-1>` -* :doc:`ReduceLogicalOr <../operations-specifications/reduction/reduce-logical-or-1>` -* :doc:`ReduceMax <../operations-specifications/reduction/reduce-max-1>` -* :doc:`ReduceMean <../operations-specifications/reduction/reduce-mean-1>` -* :doc:`ReduceMin <../operations-specifications/reduction/reduce-min-1>` -* :doc:`ReduceProd <../operations-specifications/reduction/reduce-prod-1>` -* :doc:`ReduceSum <../operations-specifications/reduction/reduce-sum-1>` -* :doc:`RegionYolo <../operations-specifications/detection/region-yolo-1>` -* :doc:`ReorgYolo <../operations-specifications/detection/reorg-yolo-1>` -* :doc:`Reshape <../operations-specifications/shape/reshape-1>` -* :doc:`Result <../operations-specifications/infrastructure/result-1>` -* :doc:`Reverse <../operations-specifications/movement/reverse-1>` -* :doc:`ReverseSequence <../operations-specifications/movement/reverse-sequence-1>` -* :doc:`RNNCell <../operations-specifications/sequence/rnn-cell-3>` -* :doc:`ROIAlign <../operations-specifications/detection/roi-align-3>` -* :doc:`ROIPooling <../operations-specifications/detection/roi-pooling-1>` -* :doc:`ScatterElementsUpdate <../operations-specifications/movement/scatter-elements-update-3>` -* :doc:`ScatterUpdate <../operations-specifications/movement/scatter-update-3>` -* :doc:`Select <../operations-specifications/condition/select-1>` -* :doc:`Selu <../operations-specifications/activation/selu-1>` -* :doc:`ShapeOf <../operations-specifications/shape/shape-of-3>` -* :doc:`ShuffleChannels <../operations-specifications/movement/shuffle-channels-1>` -* :doc:`Sigmoid <../operations-specifications/activation/sigmoid-1>` -* :doc:`Sign <../operations-specifications/arithmetic/sign-1>` -* :doc:`Sin <../operations-specifications/arithmetic/sin-1>` -* :doc:`Sinh <../operations-specifications/arithmetic/sinh-1>` -* :doc:`SoftMax <../operations-specifications/activation/softmax-1>` -* :doc:`SpaceToBatch <../operations-specifications/movement/space-to-batch-2>` -* :doc:`SpaceToDepth <../operations-specifications/movement/space-to-depth-1>` -* :doc:`Split <../operations-specifications/movement/split-1>` -* :doc:`Sqrt <../operations-specifications/arithmetic/sqrt-1>` -* :doc:`SquaredDifference <../operations-specifications/arithmetic/squared-difference-1>` -* :doc:`Squeeze <../operations-specifications/shape/squeeze-1>` -* :doc:`StridedSlice <../operations-specifications/movement/strided-slice-1>` -* :doc:`Subtract <../operations-specifications/arithmetic/subtract-1>` -* :doc:`Tan <../operations-specifications/arithmetic/tan-1>` -* :doc:`Tanh <../operations-specifications/arithmetic/tanh-1>` -* :doc:`TensorIterator <../operations-specifications/infrastructure/tensor-iterator-1>` -* :doc:`Tile <../operations-specifications/movement/tile-1>` -* :doc:`TopK <../operations-specifications/sort/top-k-3>` -* :doc:`Transpose <../operations-specifications/movement/transpose-1>` -* :doc:`Unsqueeze <../operations-specifications/shape/unsqueeze-1>` -* :doc:`VariadicSplit <../operations-specifications/movement/variadic-split-1>` +* :doc:`Abs <../operation-specs/arithmetic/abs-1>` +* :doc:`Acos <../operation-specs/arithmetic/acos-1>` +* :doc:`Add <../operation-specs/arithmetic/add-1>` +* :doc:`Asin <../operation-specs/arithmetic/asin-1>` +* :doc:`Assign <../operation-specs/infrastructure/assign-3>` +* :doc:`Atan <../operation-specs/arithmetic/atan-1>` +* :doc:`AvgPool <../operation-specs/pooling/avg-pool-1>` +* :doc:`BatchNormInference <../operation-specs/normalization/batch-norm-inference-1>` +* :doc:`BatchToSpace <../operation-specs/movement/batch-to-space-2>` +* :doc:`BinaryConvolution <../operation-specs/convolution/binary-convolution-1>` +* :doc:`Broadcast <../operation-specs/movement/broadcast-3>` +* :doc:`Bucketize <../operation-specs/condition/bucketize-3>` +* :doc:`CTCGreedyDecoder <../operation-specs/sequence/ctc-greedy-decoder-1>` +* :doc:`Ceiling <../operation-specs/arithmetic/ceiling-1>` +* :doc:`Clamp <../operation-specs/activation/clamp-1>` +* :doc:`Concat <../operation-specs/movement/concat-1>` +* :doc:`Constant <../operation-specs/infrastructure/constant-1>` +* :doc:`Convert <../operation-specs/type/convert-1>` +* :doc:`ConvertLike <../operation-specs/type/convert-like-1>` +* :doc:`Convolution <../operation-specs/convolution/convolution-1>` +* :doc:`ConvolutionBackpropData <../operation-specs/convolution/convolution-backprop-data-1>` +* :doc:`Cos <../operation-specs/arithmetic/cos-1>` +* :doc:`Cosh <../operation-specs/arithmetic/cosh-1>` +* :doc:`CumSum <../operation-specs/arithmetic/cumsum-3>` +* :doc:`DeformableConvolution <../operation-specs/convolution/deformable-convolution-1>` +* :doc:`DeformablePSROIPooling <../operation-specs/detection/deformable-psroi-pooling-1>` +* :doc:`DepthToSpace <../operation-specs/movement/depth-to-space-1>` +* :doc:`DetectionOutput <../operation-specs/detection/detectionoutput-1>` +* :doc:`Divide <../operation-specs/arithmetic/divide-1>` +* :doc:`Elu <../operation-specs/activation/elu-1>` +* :doc:`EmbeddingBagOffsetsSum <../operation-specs/sparse/embedding-bag-offsets-sum-3>` +* :doc:`EmbeddingBagPackedSum <../operation-specs/sparse/embedding-bag-packed-sum-3>` +* :doc:`EmbeddingSegmentsSum <../operation-specs/sparse/embedding-segments-sum-3>` +* :doc:`Equal <../operation-specs/comparison/equal-1>` +* :doc:`Erf <../operation-specs/arithmetic/erf-1>` +* :doc:`Exp <../operation-specs/activation/exp-1>` +* :doc:`ExtractImagePatches <../operation-specs/movement/extract-image-patches-3>` +* :doc:`FakeQuantize <../operation-specs/quantization/fake-quantize-1>` +* :doc:`Floor <../operation-specs/arithmetic/floor-1>` +* :doc:`FloorMod <../operation-specs/arithmetic/floormod-1>` +* :doc:`Gather <../operation-specs/movement/gather-1>` +* :doc:`GatherTree <../operation-specs/movement/gather-tree-1>` +* :doc:`Gelu <../operation-specs/activation/gelu-2>` +* :doc:`Greater <../operation-specs/comparison/greater-1>` +* :doc:`GreaterEqual <../operation-specs/comparison/greater-equal-1>` +* :doc:`GRN <../operation-specs/normalization/grn-1>` +* :doc:`GroupConvolution <../operation-specs/convolution/group-convolution-1>` +* :doc:`GroupConvolutionBackpropData <../operation-specs/convolution/group-convolution-backprop-data-1>` +* :doc:`GRUCell <../operation-specs/sequence/gru-cell-3>` +* :doc:`HardSigmoid <../operation-specs/activation/hard-sigmoid-1>` +* :doc:`Interpolate <../operation-specs/image/interpolate-1>` +* :doc:`Less <../operation-specs/comparison/less-1>` +* :doc:`LessEqual <../operation-specs/comparison/lessequal-1>` +* :doc:`Log <../operation-specs/arithmetic/log-1>` +* :doc:`LogicalAnd <../operation-specs/logical/logical-and-1>` +* :doc:`LogicalNot <../operation-specs/logical/logical-not-1>` +* :doc:`LogicalOr <../operation-specs/logical/logical-or-1>` +* :doc:`LogicalXor <../operation-specs/logical/logical-xor-1>` +* :doc:`LRN <../operation-specs/normalization/lrn-1>` +* :doc:`LSTMCell <../operation-specs/sequence/lstm-cell-1>` +* :doc:`LSTMSequence <../operation-specs/sequence/lstm-sequence-1>` +* :doc:`MatMul <../operation-specs/matrix/matmul-1>` +* :doc:`MaxPool <../operation-specs/pooling/max-pool-1>` +* :doc:`Maximum <../operation-specs/arithmetic/maximum-1>` +* :doc:`Minimum <../operation-specs/arithmetic/minimum-1>` +* :doc:`Mod <../operation-specs/arithmetic/mod-1>` +* :doc:`MVN <../operation-specs/normalization/mvn-1>` +* :doc:`Multiply <../operation-specs/arithmetic/multiply-1>` +* :doc:`Negative <../operation-specs/arithmetic/negative-1>` +* :doc:`NonMaxSuppression <../operation-specs/sort/non-max-suppression-3>` +* :doc:`NonZero <../operation-specs/condition/nonzero-3>` +* :doc:`NormalizeL2 <../operation-specs/normalization/normalize-l2-1>` +* :doc:`NotEqual <../operation-specs/comparison/notequal-1>` +* :doc:`OneHot <../operation-specs/sequence/one-hot-1>` +* :doc:`Pad <../operation-specs/movement/pad-1>` +* :doc:`Parameter <../operation-specs/infrastructure/parameter-1>` +* :doc:`Power <../operation-specs/arithmetic/power-1>` +* :doc:`PReLU <../operation-specs/activation/prelu-1>` +* :doc:`PriorBoxClustered <../operation-specs/detection/prior-box-clustered-1>` +* :doc:`PriorBox <../operation-specs/detection/prior-box-1>` +* :doc:`Proposal <../operation-specs/detection/proposal-1>` +* :doc:`PSROIPooling <../operation-specs/detection/psroi-pooling-1>` +* :doc:`Range <../operation-specs/generation/range-1>` +* :doc:`ReLU <../operation-specs/activation/relu-1>` +* :doc:`ReadValue <../operation-specs/infrastructure/read-value-3>` +* :doc:`ReduceLogicalAnd <../operation-specs/reduction/reduce-logical-and-1>` +* :doc:`ReduceLogicalOr <../operation-specs/reduction/reduce-logical-or-1>` +* :doc:`ReduceMax <../operation-specs/reduction/reduce-max-1>` +* :doc:`ReduceMean <../operation-specs/reduction/reduce-mean-1>` +* :doc:`ReduceMin <../operation-specs/reduction/reduce-min-1>` +* :doc:`ReduceProd <../operation-specs/reduction/reduce-prod-1>` +* :doc:`ReduceSum <../operation-specs/reduction/reduce-sum-1>` +* :doc:`RegionYolo <../operation-specs/detection/region-yolo-1>` +* :doc:`ReorgYolo <../operation-specs/detection/reorg-yolo-1>` +* :doc:`Reshape <../operation-specs/shape/reshape-1>` +* :doc:`Result <../operation-specs/infrastructure/result-1>` +* :doc:`Reverse <../operation-specs/movement/reverse-1>` +* :doc:`ReverseSequence <../operation-specs/movement/reverse-sequence-1>` +* :doc:`RNNCell <../operation-specs/sequence/rnn-cell-3>` +* :doc:`ROIAlign <../operation-specs/detection/roi-align-3>` +* :doc:`ROIPooling <../operation-specs/detection/roi-pooling-1>` +* :doc:`ScatterElementsUpdate <../operation-specs/movement/scatter-elements-update-3>` +* :doc:`ScatterUpdate <../operation-specs/movement/scatter-update-3>` +* :doc:`Select <../operation-specs/condition/select-1>` +* :doc:`Selu <../operation-specs/activation/selu-1>` +* :doc:`ShapeOf <../operation-specs/shape/shape-of-3>` +* :doc:`ShuffleChannels <../operation-specs/movement/shuffle-channels-1>` +* :doc:`Sigmoid <../operation-specs/activation/sigmoid-1>` +* :doc:`Sign <../operation-specs/arithmetic/sign-1>` +* :doc:`Sin <../operation-specs/arithmetic/sin-1>` +* :doc:`Sinh <../operation-specs/arithmetic/sinh-1>` +* :doc:`SoftMax <../operation-specs/activation/softmax-1>` +* :doc:`SpaceToBatch <../operation-specs/movement/space-to-batch-2>` +* :doc:`SpaceToDepth <../operation-specs/movement/space-to-depth-1>` +* :doc:`Split <../operation-specs/movement/split-1>` +* :doc:`Sqrt <../operation-specs/arithmetic/sqrt-1>` +* :doc:`SquaredDifference <../operation-specs/arithmetic/squared-difference-1>` +* :doc:`Squeeze <../operation-specs/shape/squeeze-1>` +* :doc:`StridedSlice <../operation-specs/movement/strided-slice-1>` +* :doc:`Subtract <../operation-specs/arithmetic/subtract-1>` +* :doc:`Tan <../operation-specs/arithmetic/tan-1>` +* :doc:`Tanh <../operation-specs/arithmetic/tanh-1>` +* :doc:`TensorIterator <../operation-specs/infrastructure/tensor-iterator-1>` +* :doc:`Tile <../operation-specs/movement/tile-1>` +* :doc:`TopK <../operation-specs/sort/top-k-3>` +* :doc:`Transpose <../operation-specs/movement/transpose-1>` +* :doc:`Unsqueeze <../operation-specs/shape/unsqueeze-1>` +* :doc:`VariadicSplit <../operation-specs/movement/variadic-split-1>` diff --git a/docs/articles_en/documentation/openvino-ir-format/operation-sets/available-opsets/opset4.rst b/docs/articles_en/documentation/openvino-ir-format/operation-sets/available-opsets/opset4.rst index 92d0b7402fe2c4..c28fc85578d14b 100644 --- a/docs/articles_en/documentation/openvino-ir-format/operation-sets/available-opsets/opset4.rst +++ b/docs/articles_en/documentation/openvino-ir-format/operation-sets/available-opsets/opset4.rst @@ -19,142 +19,142 @@ declared in ``namespace opset4``. Table of Contents ####################### -* :doc:`Abs <../operations-specifications/arithmetic/abs-1>` -* :doc:`Acos <../operations-specifications/arithmetic/acos-1>` -* :doc:`Acosh <../operations-specifications/arithmetic/acosh-3>` -* :doc:`Add <../operations-specifications/arithmetic/add-1>` -* :doc:`Asin <../operations-specifications/arithmetic/asin-1>` -* :doc:`Asinh <../operations-specifications/arithmetic/asinh-3>` -* :doc:`Assign <../operations-specifications/infrastructure/assign-3>` -* :doc:`Atan <../operations-specifications/arithmetic/atan-1>` -* :doc:`Atanh <../operations-specifications/arithmetic/atanh-3>` -* :doc:`AvgPool <../operations-specifications/pooling/avg-pool-1>` -* :doc:`BatchNormInference <../operations-specifications/normalization/batch-norm-inference-1>` -* :doc:`BatchToSpace <../operations-specifications/movement/batch-to-space-2>` -* :doc:`BinaryConvolution <../operations-specifications/convolution/binary-convolution-1>` -* :doc:`Broadcast <../operations-specifications/movement/broadcast-3>` -* :doc:`Bucketize <../operations-specifications/condition/bucketize-3>` -* :doc:`CTCGreedyDecoder <../operations-specifications/sequence/ctc-greedy-decoder-1>` -* :doc:`CTCLoss <../operations-specifications/sequence/ctc-loss-4>` -* :doc:`Ceiling <../operations-specifications/arithmetic/ceiling-1>` -* :doc:`Clamp <../operations-specifications/activation/clamp-1>` -* :doc:`Concat <../operations-specifications/movement/concat-1>` -* :doc:`Constant <../operations-specifications/infrastructure/constant-1>` -* :doc:`Convert <../operations-specifications/type/convert-1>` -* :doc:`ConvertLike <../operations-specifications/type/convert-like-1>` -* :doc:`Convolution <../operations-specifications/convolution/convolution-1>` -* :doc:`ConvolutionBackpropData <../operations-specifications/convolution/convolution-backprop-data-1>` -* :doc:`Cos <../operations-specifications/arithmetic/cos-1>` -* :doc:`Cosh <../operations-specifications/arithmetic/cosh-1>` -* :doc:`CumSum <../operations-specifications/arithmetic/cumsum-3>` -* :doc:`DeformableConvolution <../operations-specifications/convolution/deformable-convolution-1>` -* :doc:`DeformablePSROIPooling <../operations-specifications/detection/deformable-psroi-pooling-1>` -* :doc:`DepthToSpace <../operations-specifications/movement/depth-to-space-1>` -* :doc:`DetectionOutput <../operations-specifications/detection/detectionoutput-1>` -* :doc:`Divide <../operations-specifications/arithmetic/divide-1>` -* :doc:`Elu <../operations-specifications/activation/elu-1>` -* :doc:`EmbeddingBagOffsetsSum <../operations-specifications/sparse/embedding-bag-offsets-sum-3>` -* :doc:`EmbeddingBagPackedSum <../operations-specifications/sparse/embedding-bag-packed-sum-3>` -* :doc:`EmbeddingSegmentsSum <../operations-specifications/sparse/embedding-segments-sum-3>` -* :doc:`Equal <../operations-specifications/comparison/equal-1>` -* :doc:`Erf <../operations-specifications/arithmetic/erf-1>` -* :doc:`Exp <../operations-specifications/activation/exp-1>` -* :doc:`ExtractImagePatches <../operations-specifications/movement/extract-image-patches-3>` -* :doc:`FakeQuantize <../operations-specifications/quantization/fake-quantize-1>` -* :doc:`Floor <../operations-specifications/arithmetic/floor-1>` -* :doc:`FloorMod <../operations-specifications/arithmetic/floormod-1>` -* :doc:`Gather <../operations-specifications/movement/gather-1>` -* :doc:`GatherTree <../operations-specifications/movement/gather-tree-1>` -* :doc:`Gelu <../operations-specifications/activation/gelu-2>` -* :doc:`Greater <../operations-specifications/comparison/greater-1>` -* :doc:`GreaterEqual <../operations-specifications/comparison/greater-equal-1>` -* :doc:`GRN <../operations-specifications/normalization/grn-1>` -* :doc:`GroupConvolution <../operations-specifications/convolution/group-convolution-1>` -* :doc:`GroupConvolutionBackpropData <../operations-specifications/convolution/group-convolution-backprop-data-1>` -* :doc:`GRUCell <../operations-specifications/sequence/gru-cell-3>` -* :doc:`HardSigmoid <../operations-specifications/activation/hard-sigmoid-1>` -* :doc:`HSwish <../operations-specifications/activation/hswish-4>` -* :doc:`Interpolate <../operations-specifications/image/interpolate-4>` -* :doc:`Less <../operations-specifications/comparison/less-1>` -* :doc:`LessEqual <../operations-specifications/comparison/lessequal-1>` -* :doc:`Log <../operations-specifications/arithmetic/log-1>` -* :doc:`LogicalAnd <../operations-specifications/logical/logical-and-1>` -* :doc:`LogicalNot <../operations-specifications/logical/logical-not-1>` -* :doc:`LogicalOr <../operations-specifications/logical/logical-or-1>` -* :doc:`LogicalXor <../operations-specifications/logical/logical-xor-1>` -* :doc:`LRN <../operations-specifications/normalization/lrn-1>` -* :doc:`LSTMCell <../operations-specifications/sequence/lstm-cell-1>` -* :doc:`MatMul <../operations-specifications/matrix/matmul-1>` -* :doc:`MaxPool <../operations-specifications/pooling/max-pool-1>` -* :doc:`Maximum <../operations-specifications/arithmetic/maximum-1>` -* :doc:`Minimum <../operations-specifications/arithmetic/minimum-1>` -* :doc:`Mish <../operations-specifications/activation/mish-4>` -* :doc:`Mod <../operations-specifications/arithmetic/mod-1>` -* :doc:`MVN <../operations-specifications/normalization/mvn-1>` -* :doc:`Multiply <../operations-specifications/arithmetic/multiply-1>` -* :doc:`Negative <../operations-specifications/arithmetic/negative-1>` -* :doc:`NonMaxSuppression <../operations-specifications/sort/non-max-suppression-4>` -* :doc:`NonZero <../operations-specifications/condition/nonzero-3>` -* :doc:`NormalizeL2 <../operations-specifications/normalization/normalize-l2-1>` -* :doc:`NotEqual <../operations-specifications/comparison/notequal-1>` -* :doc:`OneHot <../operations-specifications/sequence/one-hot-1>` -* :doc:`Pad <../operations-specifications/movement/pad-1>` -* :doc:`Parameter <../operations-specifications/infrastructure/parameter-1>` -* :doc:`Power <../operations-specifications/arithmetic/power-1>` -* :doc:`PReLU <../operations-specifications/activation/prelu-1>` -* :doc:`PriorBoxClustered <../operations-specifications/detection/prior-box-clustered-1>` -* :doc:`PriorBox <../operations-specifications/detection/prior-box-1>` -* :doc:`Proposal <../operations-specifications/detection/proposal-4>` -* :doc:`PSROIPooling <../operations-specifications/detection/psroi-pooling-1>` -* :doc:`Range <../operations-specifications/generation/range-4>` -* :doc:`ReLU <../operations-specifications/activation/relu-1>` -* :doc:`ReadValue <../operations-specifications/infrastructure/read-value-3>` -* :doc:`ReduceL1 <../operations-specifications/reduction/reduce-l1-4>` -* :doc:`ReduceL2 <../operations-specifications/reduction/reduce-l2-4>` -* :doc:`ReduceLogicalAnd <../operations-specifications/reduction/reduce-logical-and-1>` -* :doc:`ReduceLogicalOr <../operations-specifications/reduction/reduce-logical-or-1>` -* :doc:`ReduceMax <../operations-specifications/reduction/reduce-max-1>` -* :doc:`ReduceMean <../operations-specifications/reduction/reduce-mean-1>` -* :doc:`ReduceMin <../operations-specifications/reduction/reduce-min-1>` -* :doc:`ReduceProd <../operations-specifications/reduction/reduce-prod-1>` -* :doc:`ReduceSum <../operations-specifications/reduction/reduce-sum-1>` -* :doc:`RegionYolo <../operations-specifications/detection/region-yolo-1>` -* :doc:`ReorgYolo <../operations-specifications/detection/reorg-yolo-1>` -* :doc:`Reshape <../operations-specifications/shape/reshape-1>` -* :doc:`Result <../operations-specifications/infrastructure/result-1>` -* :doc:`Reverse <../operations-specifications/movement/reverse-1>` -* :doc:`ReverseSequence <../operations-specifications/movement/reverse-sequence-1>` -* :doc:`RNNCell <../operations-specifications/sequence/rnn-cell-3>` -* :doc:`ROIAlign <../operations-specifications/detection/roi-align-3>` -* :doc:`ROIPooling <../operations-specifications/detection/roi-pooling-1>` -* :doc:`ScatterElementsUpdate <../operations-specifications/movement/scatter-elements-update-3>` -* :doc:`ScatterNDUpdate <../operations-specifications/movement/scatter-nd-update-3>` -* :doc:`ScatterUpdate <../operations-specifications/movement/scatter-update-3>` -* :doc:`Select <../operations-specifications/condition/select-1>` -* :doc:`Selu <../operations-specifications/activation/selu-1>` -* :doc:`ShapeOf <../operations-specifications/shape/shape-of-3>` -* :doc:`ShuffleChannels <../operations-specifications/movement/shuffle-channels-1>` -* :doc:`Sigmoid <../operations-specifications/activation/sigmoid-1>` -* :doc:`Sign <../operations-specifications/arithmetic/sign-1>` -* :doc:`Sin <../operations-specifications/arithmetic/sin-1>` -* :doc:`Sinh <../operations-specifications/arithmetic/sinh-1>` -* :doc:`SoftMax <../operations-specifications/activation/softmax-1>` -* :doc:`SoftPlus <../operations-specifications/activation/softplus-4>` -* :doc:`SpaceToBatch <../operations-specifications/movement/space-to-batch-2>` -* :doc:`SpaceToDepth <../operations-specifications/movement/space-to-depth-1>` -* :doc:`Split <../operations-specifications/movement/split-1>` -* :doc:`Sqrt <../operations-specifications/arithmetic/sqrt-1>` -* :doc:`SquaredDifference <../operations-specifications/arithmetic/squared-difference-1>` -* :doc:`Squeeze <../operations-specifications/shape/squeeze-1>` -* :doc:`StridedSlice <../operations-specifications/movement/strided-slice-1>` -* :doc:`Subtract <../operations-specifications/arithmetic/subtract-1>` -* :doc:`Swish <../operations-specifications/activation/swish-4>` -* :doc:`Tan <../operations-specifications/arithmetic/tan-1>` -* :doc:`Tanh <../operations-specifications/arithmetic/tanh-1>` -* :doc:`TensorIterator <../operations-specifications/infrastructure/tensor-iterator-1>` -* :doc:`Tile <../operations-specifications/movement/tile-1>` -* :doc:`TopK <../operations-specifications/sort/top-k-3>` -* :doc:`Transpose <../operations-specifications/movement/transpose-1>` -* :doc:`Unsqueeze <../operations-specifications/shape/unsqueeze-1>` -* :doc:`VariadicSplit <../operations-specifications/movement/variadic-split-1>` +* :doc:`Abs <../operation-specs/arithmetic/abs-1>` +* :doc:`Acos <../operation-specs/arithmetic/acos-1>` +* :doc:`Acosh <../operation-specs/arithmetic/acosh-3>` +* :doc:`Add <../operation-specs/arithmetic/add-1>` +* :doc:`Asin <../operation-specs/arithmetic/asin-1>` +* :doc:`Asinh <../operation-specs/arithmetic/asinh-3>` +* :doc:`Assign <../operation-specs/infrastructure/assign-3>` +* :doc:`Atan <../operation-specs/arithmetic/atan-1>` +* :doc:`Atanh <../operation-specs/arithmetic/atanh-3>` +* :doc:`AvgPool <../operation-specs/pooling/avg-pool-1>` +* :doc:`BatchNormInference <../operation-specs/normalization/batch-norm-inference-1>` +* :doc:`BatchToSpace <../operation-specs/movement/batch-to-space-2>` +* :doc:`BinaryConvolution <../operation-specs/convolution/binary-convolution-1>` +* :doc:`Broadcast <../operation-specs/movement/broadcast-3>` +* :doc:`Bucketize <../operation-specs/condition/bucketize-3>` +* :doc:`CTCGreedyDecoder <../operation-specs/sequence/ctc-greedy-decoder-1>` +* :doc:`CTCLoss <../operation-specs/sequence/ctc-loss-4>` +* :doc:`Ceiling <../operation-specs/arithmetic/ceiling-1>` +* :doc:`Clamp <../operation-specs/activation/clamp-1>` +* :doc:`Concat <../operation-specs/movement/concat-1>` +* :doc:`Constant <../operation-specs/infrastructure/constant-1>` +* :doc:`Convert <../operation-specs/type/convert-1>` +* :doc:`ConvertLike <../operation-specs/type/convert-like-1>` +* :doc:`Convolution <../operation-specs/convolution/convolution-1>` +* :doc:`ConvolutionBackpropData <../operation-specs/convolution/convolution-backprop-data-1>` +* :doc:`Cos <../operation-specs/arithmetic/cos-1>` +* :doc:`Cosh <../operation-specs/arithmetic/cosh-1>` +* :doc:`CumSum <../operation-specs/arithmetic/cumsum-3>` +* :doc:`DeformableConvolution <../operation-specs/convolution/deformable-convolution-1>` +* :doc:`DeformablePSROIPooling <../operation-specs/detection/deformable-psroi-pooling-1>` +* :doc:`DepthToSpace <../operation-specs/movement/depth-to-space-1>` +* :doc:`DetectionOutput <../operation-specs/detection/detectionoutput-1>` +* :doc:`Divide <../operation-specs/arithmetic/divide-1>` +* :doc:`Elu <../operation-specs/activation/elu-1>` +* :doc:`EmbeddingBagOffsetsSum <../operation-specs/sparse/embedding-bag-offsets-sum-3>` +* :doc:`EmbeddingBagPackedSum <../operation-specs/sparse/embedding-bag-packed-sum-3>` +* :doc:`EmbeddingSegmentsSum <../operation-specs/sparse/embedding-segments-sum-3>` +* :doc:`Equal <../operation-specs/comparison/equal-1>` +* :doc:`Erf <../operation-specs/arithmetic/erf-1>` +* :doc:`Exp <../operation-specs/activation/exp-1>` +* :doc:`ExtractImagePatches <../operation-specs/movement/extract-image-patches-3>` +* :doc:`FakeQuantize <../operation-specs/quantization/fake-quantize-1>` +* :doc:`Floor <../operation-specs/arithmetic/floor-1>` +* :doc:`FloorMod <../operation-specs/arithmetic/floormod-1>` +* :doc:`Gather <../operation-specs/movement/gather-1>` +* :doc:`GatherTree <../operation-specs/movement/gather-tree-1>` +* :doc:`Gelu <../operation-specs/activation/gelu-2>` +* :doc:`Greater <../operation-specs/comparison/greater-1>` +* :doc:`GreaterEqual <../operation-specs/comparison/greater-equal-1>` +* :doc:`GRN <../operation-specs/normalization/grn-1>` +* :doc:`GroupConvolution <../operation-specs/convolution/group-convolution-1>` +* :doc:`GroupConvolutionBackpropData <../operation-specs/convolution/group-convolution-backprop-data-1>` +* :doc:`GRUCell <../operation-specs/sequence/gru-cell-3>` +* :doc:`HardSigmoid <../operation-specs/activation/hard-sigmoid-1>` +* :doc:`HSwish <../operation-specs/activation/hswish-4>` +* :doc:`Interpolate <../operation-specs/image/interpolate-4>` +* :doc:`Less <../operation-specs/comparison/less-1>` +* :doc:`LessEqual <../operation-specs/comparison/lessequal-1>` +* :doc:`Log <../operation-specs/arithmetic/log-1>` +* :doc:`LogicalAnd <../operation-specs/logical/logical-and-1>` +* :doc:`LogicalNot <../operation-specs/logical/logical-not-1>` +* :doc:`LogicalOr <../operation-specs/logical/logical-or-1>` +* :doc:`LogicalXor <../operation-specs/logical/logical-xor-1>` +* :doc:`LRN <../operation-specs/normalization/lrn-1>` +* :doc:`LSTMCell <../operation-specs/sequence/lstm-cell-1>` +* :doc:`MatMul <../operation-specs/matrix/matmul-1>` +* :doc:`MaxPool <../operation-specs/pooling/max-pool-1>` +* :doc:`Maximum <../operation-specs/arithmetic/maximum-1>` +* :doc:`Minimum <../operation-specs/arithmetic/minimum-1>` +* :doc:`Mish <../operation-specs/activation/mish-4>` +* :doc:`Mod <../operation-specs/arithmetic/mod-1>` +* :doc:`MVN <../operation-specs/normalization/mvn-1>` +* :doc:`Multiply <../operation-specs/arithmetic/multiply-1>` +* :doc:`Negative <../operation-specs/arithmetic/negative-1>` +* :doc:`NonMaxSuppression <../operation-specs/sort/non-max-suppression-4>` +* :doc:`NonZero <../operation-specs/condition/nonzero-3>` +* :doc:`NormalizeL2 <../operation-specs/normalization/normalize-l2-1>` +* :doc:`NotEqual <../operation-specs/comparison/notequal-1>` +* :doc:`OneHot <../operation-specs/sequence/one-hot-1>` +* :doc:`Pad <../operation-specs/movement/pad-1>` +* :doc:`Parameter <../operation-specs/infrastructure/parameter-1>` +* :doc:`Power <../operation-specs/arithmetic/power-1>` +* :doc:`PReLU <../operation-specs/activation/prelu-1>` +* :doc:`PriorBoxClustered <../operation-specs/detection/prior-box-clustered-1>` +* :doc:`PriorBox <../operation-specs/detection/prior-box-1>` +* :doc:`Proposal <../operation-specs/detection/proposal-4>` +* :doc:`PSROIPooling <../operation-specs/detection/psroi-pooling-1>` +* :doc:`Range <../operation-specs/generation/range-4>` +* :doc:`ReLU <../operation-specs/activation/relu-1>` +* :doc:`ReadValue <../operation-specs/infrastructure/read-value-3>` +* :doc:`ReduceL1 <../operation-specs/reduction/reduce-l1-4>` +* :doc:`ReduceL2 <../operation-specs/reduction/reduce-l2-4>` +* :doc:`ReduceLogicalAnd <../operation-specs/reduction/reduce-logical-and-1>` +* :doc:`ReduceLogicalOr <../operation-specs/reduction/reduce-logical-or-1>` +* :doc:`ReduceMax <../operation-specs/reduction/reduce-max-1>` +* :doc:`ReduceMean <../operation-specs/reduction/reduce-mean-1>` +* :doc:`ReduceMin <../operation-specs/reduction/reduce-min-1>` +* :doc:`ReduceProd <../operation-specs/reduction/reduce-prod-1>` +* :doc:`ReduceSum <../operation-specs/reduction/reduce-sum-1>` +* :doc:`RegionYolo <../operation-specs/detection/region-yolo-1>` +* :doc:`ReorgYolo <../operation-specs/detection/reorg-yolo-1>` +* :doc:`Reshape <../operation-specs/shape/reshape-1>` +* :doc:`Result <../operation-specs/infrastructure/result-1>` +* :doc:`Reverse <../operation-specs/movement/reverse-1>` +* :doc:`ReverseSequence <../operation-specs/movement/reverse-sequence-1>` +* :doc:`RNNCell <../operation-specs/sequence/rnn-cell-3>` +* :doc:`ROIAlign <../operation-specs/detection/roi-align-3>` +* :doc:`ROIPooling <../operation-specs/detection/roi-pooling-1>` +* :doc:`ScatterElementsUpdate <../operation-specs/movement/scatter-elements-update-3>` +* :doc:`ScatterNDUpdate <../operation-specs/movement/scatter-nd-update-3>` +* :doc:`ScatterUpdate <../operation-specs/movement/scatter-update-3>` +* :doc:`Select <../operation-specs/condition/select-1>` +* :doc:`Selu <../operation-specs/activation/selu-1>` +* :doc:`ShapeOf <../operation-specs/shape/shape-of-3>` +* :doc:`ShuffleChannels <../operation-specs/movement/shuffle-channels-1>` +* :doc:`Sigmoid <../operation-specs/activation/sigmoid-1>` +* :doc:`Sign <../operation-specs/arithmetic/sign-1>` +* :doc:`Sin <../operation-specs/arithmetic/sin-1>` +* :doc:`Sinh <../operation-specs/arithmetic/sinh-1>` +* :doc:`SoftMax <../operation-specs/activation/softmax-1>` +* :doc:`SoftPlus <../operation-specs/activation/softplus-4>` +* :doc:`SpaceToBatch <../operation-specs/movement/space-to-batch-2>` +* :doc:`SpaceToDepth <../operation-specs/movement/space-to-depth-1>` +* :doc:`Split <../operation-specs/movement/split-1>` +* :doc:`Sqrt <../operation-specs/arithmetic/sqrt-1>` +* :doc:`SquaredDifference <../operation-specs/arithmetic/squared-difference-1>` +* :doc:`Squeeze <../operation-specs/shape/squeeze-1>` +* :doc:`StridedSlice <../operation-specs/movement/strided-slice-1>` +* :doc:`Subtract <../operation-specs/arithmetic/subtract-1>` +* :doc:`Swish <../operation-specs/activation/swish-4>` +* :doc:`Tan <../operation-specs/arithmetic/tan-1>` +* :doc:`Tanh <../operation-specs/arithmetic/tanh-1>` +* :doc:`TensorIterator <../operation-specs/infrastructure/tensor-iterator-1>` +* :doc:`Tile <../operation-specs/movement/tile-1>` +* :doc:`TopK <../operation-specs/sort/top-k-3>` +* :doc:`Transpose <../operation-specs/movement/transpose-1>` +* :doc:`Unsqueeze <../operation-specs/shape/unsqueeze-1>` +* :doc:`VariadicSplit <../operation-specs/movement/variadic-split-1>` diff --git a/docs/articles_en/documentation/openvino-ir-format/operation-sets/available-opsets/opset5.rst b/docs/articles_en/documentation/openvino-ir-format/operation-sets/available-opsets/opset5.rst index 5e309fa8e4eae2..e3189cc701fcf5 100644 --- a/docs/articles_en/documentation/openvino-ir-format/operation-sets/available-opsets/opset5.rst +++ b/docs/articles_en/documentation/openvino-ir-format/operation-sets/available-opsets/opset5.rst @@ -19,151 +19,151 @@ declared in ``namespace opset5``. Table of Contents ####################### -* :doc:`Abs <../operations-specifications/arithmetic/abs-1>` -* :doc:`Acos <../operations-specifications/arithmetic/acos-1>` -* :doc:`Acosh <../operations-specifications/arithmetic/acosh-3>` -* :doc:`Add <../operations-specifications/arithmetic/add-1>` -* :doc:`Asin <../operations-specifications/arithmetic/asin-1>` -* :doc:`Asinh <../operations-specifications/arithmetic/asinh-3>` -* :doc:`Assign <../operations-specifications/infrastructure/assign-3>` -* :doc:`Atan <../operations-specifications/arithmetic/atan-1>` -* :doc:`Atanh <../operations-specifications/arithmetic/atanh-3>` -* :doc:`AvgPool <../operations-specifications/pooling/avg-pool-1>` -* :doc:`BatchNormInference <../operations-specifications/normalization/batch-norm-inference-5>` -* :doc:`BatchToSpace <../operations-specifications/movement/batch-to-space-2>` -* :doc:`BinaryConvolution <../operations-specifications/convolution/binary-convolution-1>` -* :doc:`Broadcast <../operations-specifications/movement/broadcast-3>` -* :doc:`Bucketize <../operations-specifications/condition/bucketize-3>` -* :doc:`CTCGreedyDecoder <../operations-specifications/sequence/ctc-greedy-decoder-1>` -* :doc:`CTCLoss <../operations-specifications/sequence/ctc-loss-4>` -* :doc:`Ceiling <../operations-specifications/arithmetic/ceiling-1>` -* :doc:`Clamp <../operations-specifications/activation/clamp-1>` -* :doc:`Concat <../operations-specifications/movement/concat-1>` -* :doc:`Constant <../operations-specifications/infrastructure/constant-1>` -* :doc:`Convert <../operations-specifications/type/convert-1>` -* :doc:`ConvertLike <../operations-specifications/type/convert-like-1>` -* :doc:`Convolution <../operations-specifications/convolution/convolution-1>` -* :doc:`ConvolutionBackpropData <../operations-specifications/convolution/convolution-backprop-data-1>` -* :doc:`Cos <../operations-specifications/arithmetic/cos-1>` -* :doc:`Cosh <../operations-specifications/arithmetic/cosh-1>` -* :doc:`CumSum <../operations-specifications/arithmetic/cumsum-3>` -* :doc:`DeformableConvolution <../operations-specifications/convolution/deformable-convolution-1>` -* :doc:`DeformablePSROIPooling <../operations-specifications/detection/deformable-psroi-pooling-1>` -* :doc:`DepthToSpace <../operations-specifications/movement/depth-to-space-1>` -* :doc:`DetectionOutput <../operations-specifications/detection/detectionoutput-1>` -* :doc:`Divide <../operations-specifications/arithmetic/divide-1>` -* :doc:`Elu <../operations-specifications/activation/elu-1>` -* :doc:`EmbeddingBagOffsetsSum <../operations-specifications/sparse/embedding-bag-offsets-sum-3>` -* :doc:`EmbeddingBagPackedSum <../operations-specifications/sparse/embedding-bag-packed-sum-3>` -* :doc:`EmbeddingSegmentsSum <../operations-specifications/sparse/embedding-segments-sum-3>` -* :doc:`Equal <../operations-specifications/comparison/equal-1>` -* :doc:`Erf <../operations-specifications/arithmetic/erf-1>` -* :doc:`Exp <../operations-specifications/activation/exp-1>` -* :doc:`ExtractImagePatches <../operations-specifications/movement/extract-image-patches-3>` -* :doc:`FakeQuantize <../operations-specifications/quantization/fake-quantize-1>` -* :doc:`Floor <../operations-specifications/arithmetic/floor-1>` -* :doc:`FloorMod <../operations-specifications/arithmetic/floormod-1>` -* :doc:`Gather <../operations-specifications/movement/gather-1>` -* :doc:`GatherND_5 <../operations-specifications/movement/gather-nd-5>` -* :doc:`GatherTree <../operations-specifications/movement/gather-tree-1>` -* :doc:`Gelu <../operations-specifications/activation/gelu-2>` -* :doc:`Greater <../operations-specifications/comparison/greater-1>` -* :doc:`GreaterEqual <../operations-specifications/comparison/greater-equal-1>` -* :doc:`GRN <../operations-specifications/normalization/grn-1>` -* :doc:`GroupConvolution <../operations-specifications/convolution/group-convolution-1>` -* :doc:`GroupConvolutionBackpropData <../operations-specifications/convolution/group-convolution-backprop-data-1>` -* :doc:`GRUCell <../operations-specifications/sequence/gru-cell-3>` -* :doc:`GRUSequence <../operations-specifications/sequence/gru-sequence-5>` -* :doc:`HardSigmoid <../operations-specifications/activation/hard-sigmoid-1>` -* :doc:`HSigmoid <../operations-specifications/activation/hsigmoid-5>` -* :doc:`HSwish <../operations-specifications/activation/hswish-4>` -* :doc:`Interpolate <../operations-specifications/image/interpolate-4>` -* :doc:`Less <../operations-specifications/comparison/less-1>` -* :doc:`LessEqual <../operations-specifications/comparison/lessequal-1>` -* :doc:`Log <../operations-specifications/arithmetic/log-1>` -* :doc:`LogicalAnd <../operations-specifications/logical/logical-and-1>` -* :doc:`LogicalNot <../operations-specifications/logical/logical-not-1>` -* :doc:`LogicalOr <../operations-specifications/logical/logical-or-1>` -* :doc:`LogicalXor <../operations-specifications/logical/logical-xor-1>` -* :doc:`LogSoftmax <../operations-specifications/activation/log-soft-max-5>` -* :doc:`Loop <../operations-specifications/infrastructure/loop-5>` -* :doc:`LRN <../operations-specifications/normalization/lrn-1>` -* :doc:`LSTMCell <../operations-specifications/sequence/lstm-cell-1>` -* :doc:`LSTMSequence <../operations-specifications/sequence/lstm-sequence-1>` -* :doc:`MatMul <../operations-specifications/matrix/matmul-1>` -* :doc:`MaxPool <../operations-specifications/pooling/max-pool-1>` -* :doc:`Maximum <../operations-specifications/arithmetic/maximum-1>` -* :doc:`Minimum <../operations-specifications/arithmetic/minimum-1>` -* :doc:`Mish <../operations-specifications/activation/mish-4>` -* :doc:`Mod <../operations-specifications/arithmetic/mod-1>` -* :doc:`MVN <../operations-specifications/normalization/mvn-1>` -* :doc:`Multiply <../operations-specifications/arithmetic/multiply-1>` -* :doc:`Negative <../operations-specifications/arithmetic/negative-1>` -* :doc:`NonMaxSuppression <../operations-specifications/sort/no-max-suppression-5>` -* :doc:`NonZero <../operations-specifications/condition/nonzero-3>` -* :doc:`NormalizeL2 <../operations-specifications/normalization/normalize-l2-1>` -* :doc:`NotEqual <../operations-specifications/comparison/notequal-1>` -* :doc:`OneHot <../operations-specifications/sequence/one-hot-1>` -* :doc:`Pad <../operations-specifications/movement/pad-1>` -* :doc:`Parameter <../operations-specifications/infrastructure/parameter-1>` -* :doc:`Power <../operations-specifications/arithmetic/power-1>` -* :doc:`PReLU <../operations-specifications/activation/prelu-1>` -* :doc:`PriorBoxClustered <../operations-specifications/detection/prior-box-clustered-1>` -* :doc:`PriorBox <../operations-specifications/detection/prior-box-1>` -* :doc:`Proposal <../operations-specifications/detection/proposal-4>` -* :doc:`PSROIPooling <../operations-specifications/detection/psroi-pooling-1>` -* :doc:`Range <../operations-specifications/generation/range-4>` -* :doc:`ReLU <../operations-specifications/activation/relu-1>` -* :doc:`ReadValue <../operations-specifications/infrastructure/read-value-3>` -* :doc:`ReduceL1 <../operations-specifications/reduction/reduce-l1-4>` -* :doc:`ReduceL2 <../operations-specifications/reduction/reduce-l2-4>` -* :doc:`ReduceLogicalAnd <../operations-specifications/reduction/reduce-logical-and-1>` -* :doc:`ReduceLogicalOr <../operations-specifications/reduction/reduce-logical-or-1>` -* :doc:`ReduceMax <../operations-specifications/reduction/reduce-max-1>` -* :doc:`ReduceMean <../operations-specifications/reduction/reduce-mean-1>` -* :doc:`ReduceMin <../operations-specifications/reduction/reduce-min-1>` -* :doc:`ReduceProd <../operations-specifications/reduction/reduce-prod-1>` -* :doc:`ReduceSum <../operations-specifications/reduction/reduce-sum-1>` -* :doc:`RegionYolo <../operations-specifications/detection/region-yolo-1>` -* :doc:`ReorgYolo <../operations-specifications/detection/reorg-yolo-1>` -* :doc:`Reshape <../operations-specifications/shape/reshape-1>` -* :doc:`Result <../operations-specifications/infrastructure/result-1>` -* :doc:`Reverse <../operations-specifications/movement/reverse-1>` -* :doc:`ReverseSequence <../operations-specifications/movement/reverse-sequence-1>` -* :doc:`RNNCell <../operations-specifications/sequence/rnn-cell-3>` -* :doc:`RNNSequence <../operations-specifications/sequence/rnn-sequence-5>` -* :doc:`ROIAlign <../operations-specifications/detection/roi-align-3>` -* :doc:`ROIPooling <../operations-specifications/detection/roi-pooling-1>` -* :doc:`Round <../operations-specifications/arithmetic/round-5>` -* :doc:`ScatterElementsUpdate <../operations-specifications/movement/scatter-elements-update-3>` -* :doc:`ScatterNDUpdate <../operations-specifications/movement/scatter-nd-update-3>` -* :doc:`ScatterUpdate <../operations-specifications/movement/scatter-update-3>` -* :doc:`Select <../operations-specifications/condition/select-1>` -* :doc:`Selu <../operations-specifications/activation/selu-1>` -* :doc:`ShapeOf <../operations-specifications/shape/shape-of-3>` -* :doc:`ShuffleChannels <../operations-specifications/movement/shuffle-channels-1>` -* :doc:`Sigmoid <../operations-specifications/activation/sigmoid-1>` -* :doc:`Sign <../operations-specifications/arithmetic/sign-1>` -* :doc:`Sin <../operations-specifications/arithmetic/sin-1>` -* :doc:`Sinh <../operations-specifications/arithmetic/sinh-1>` -* :doc:`SoftMax <../operations-specifications/activation/softmax-1>` -* :doc:`SoftPlus <../operations-specifications/activation/softplus-4>` -* :doc:`SpaceToBatch <../operations-specifications/movement/space-to-batch-2>` -* :doc:`SpaceToDepth <../operations-specifications/movement/space-to-depth-1>` -* :doc:`Split <../operations-specifications/movement/split-1>` -* :doc:`Sqrt <../operations-specifications/arithmetic/sqrt-1>` -* :doc:`SquaredDifference <../operations-specifications/arithmetic/squared-difference-1>` -* :doc:`Squeeze <../operations-specifications/shape/squeeze-1>` -* :doc:`StridedSlice <../operations-specifications/movement/strided-slice-1>` -* :doc:`Subtract <../operations-specifications/arithmetic/subtract-1>` -* :doc:`Swish <../operations-specifications/activation/swish-4>` -* :doc:`Tan <../operations-specifications/arithmetic/tan-1>` -* :doc:`Tanh <../operations-specifications/arithmetic/tanh-1>` -* :doc:`TensorIterator <../operations-specifications/infrastructure/tensor-iterator-1>` -* :doc:`Tile <../operations-specifications/movement/tile-1>` -* :doc:`TopK <../operations-specifications/sort/top-k-3>` -* :doc:`Transpose <../operations-specifications/movement/transpose-1>` -* :doc:`Unsqueeze <../operations-specifications/shape/unsqueeze-1>` -* :doc:`VariadicSplit <../operations-specifications/movement/variadic-split-1>` +* :doc:`Abs <../operation-specs/arithmetic/abs-1>` +* :doc:`Acos <../operation-specs/arithmetic/acos-1>` +* :doc:`Acosh <../operation-specs/arithmetic/acosh-3>` +* :doc:`Add <../operation-specs/arithmetic/add-1>` +* :doc:`Asin <../operation-specs/arithmetic/asin-1>` +* :doc:`Asinh <../operation-specs/arithmetic/asinh-3>` +* :doc:`Assign <../operation-specs/infrastructure/assign-3>` +* :doc:`Atan <../operation-specs/arithmetic/atan-1>` +* :doc:`Atanh <../operation-specs/arithmetic/atanh-3>` +* :doc:`AvgPool <../operation-specs/pooling/avg-pool-1>` +* :doc:`BatchNormInference <../operation-specs/normalization/batch-norm-inference-5>` +* :doc:`BatchToSpace <../operation-specs/movement/batch-to-space-2>` +* :doc:`BinaryConvolution <../operation-specs/convolution/binary-convolution-1>` +* :doc:`Broadcast <../operation-specs/movement/broadcast-3>` +* :doc:`Bucketize <../operation-specs/condition/bucketize-3>` +* :doc:`CTCGreedyDecoder <../operation-specs/sequence/ctc-greedy-decoder-1>` +* :doc:`CTCLoss <../operation-specs/sequence/ctc-loss-4>` +* :doc:`Ceiling <../operation-specs/arithmetic/ceiling-1>` +* :doc:`Clamp <../operation-specs/activation/clamp-1>` +* :doc:`Concat <../operation-specs/movement/concat-1>` +* :doc:`Constant <../operation-specs/infrastructure/constant-1>` +* :doc:`Convert <../operation-specs/type/convert-1>` +* :doc:`ConvertLike <../operation-specs/type/convert-like-1>` +* :doc:`Convolution <../operation-specs/convolution/convolution-1>` +* :doc:`ConvolutionBackpropData <../operation-specs/convolution/convolution-backprop-data-1>` +* :doc:`Cos <../operation-specs/arithmetic/cos-1>` +* :doc:`Cosh <../operation-specs/arithmetic/cosh-1>` +* :doc:`CumSum <../operation-specs/arithmetic/cumsum-3>` +* :doc:`DeformableConvolution <../operation-specs/convolution/deformable-convolution-1>` +* :doc:`DeformablePSROIPooling <../operation-specs/detection/deformable-psroi-pooling-1>` +* :doc:`DepthToSpace <../operation-specs/movement/depth-to-space-1>` +* :doc:`DetectionOutput <../operation-specs/detection/detectionoutput-1>` +* :doc:`Divide <../operation-specs/arithmetic/divide-1>` +* :doc:`Elu <../operation-specs/activation/elu-1>` +* :doc:`EmbeddingBagOffsetsSum <../operation-specs/sparse/embedding-bag-offsets-sum-3>` +* :doc:`EmbeddingBagPackedSum <../operation-specs/sparse/embedding-bag-packed-sum-3>` +* :doc:`EmbeddingSegmentsSum <../operation-specs/sparse/embedding-segments-sum-3>` +* :doc:`Equal <../operation-specs/comparison/equal-1>` +* :doc:`Erf <../operation-specs/arithmetic/erf-1>` +* :doc:`Exp <../operation-specs/activation/exp-1>` +* :doc:`ExtractImagePatches <../operation-specs/movement/extract-image-patches-3>` +* :doc:`FakeQuantize <../operation-specs/quantization/fake-quantize-1>` +* :doc:`Floor <../operation-specs/arithmetic/floor-1>` +* :doc:`FloorMod <../operation-specs/arithmetic/floormod-1>` +* :doc:`Gather <../operation-specs/movement/gather-1>` +* :doc:`GatherND_5 <../operation-specs/movement/gather-nd-5>` +* :doc:`GatherTree <../operation-specs/movement/gather-tree-1>` +* :doc:`Gelu <../operation-specs/activation/gelu-2>` +* :doc:`Greater <../operation-specs/comparison/greater-1>` +* :doc:`GreaterEqual <../operation-specs/comparison/greater-equal-1>` +* :doc:`GRN <../operation-specs/normalization/grn-1>` +* :doc:`GroupConvolution <../operation-specs/convolution/group-convolution-1>` +* :doc:`GroupConvolutionBackpropData <../operation-specs/convolution/group-convolution-backprop-data-1>` +* :doc:`GRUCell <../operation-specs/sequence/gru-cell-3>` +* :doc:`GRUSequence <../operation-specs/sequence/gru-sequence-5>` +* :doc:`HardSigmoid <../operation-specs/activation/hard-sigmoid-1>` +* :doc:`HSigmoid <../operation-specs/activation/hsigmoid-5>` +* :doc:`HSwish <../operation-specs/activation/hswish-4>` +* :doc:`Interpolate <../operation-specs/image/interpolate-4>` +* :doc:`Less <../operation-specs/comparison/less-1>` +* :doc:`LessEqual <../operation-specs/comparison/lessequal-1>` +* :doc:`Log <../operation-specs/arithmetic/log-1>` +* :doc:`LogicalAnd <../operation-specs/logical/logical-and-1>` +* :doc:`LogicalNot <../operation-specs/logical/logical-not-1>` +* :doc:`LogicalOr <../operation-specs/logical/logical-or-1>` +* :doc:`LogicalXor <../operation-specs/logical/logical-xor-1>` +* :doc:`LogSoftmax <../operation-specs/activation/log-soft-max-5>` +* :doc:`Loop <../operation-specs/infrastructure/loop-5>` +* :doc:`LRN <../operation-specs/normalization/lrn-1>` +* :doc:`LSTMCell <../operation-specs/sequence/lstm-cell-1>` +* :doc:`LSTMSequence <../operation-specs/sequence/lstm-sequence-1>` +* :doc:`MatMul <../operation-specs/matrix/matmul-1>` +* :doc:`MaxPool <../operation-specs/pooling/max-pool-1>` +* :doc:`Maximum <../operation-specs/arithmetic/maximum-1>` +* :doc:`Minimum <../operation-specs/arithmetic/minimum-1>` +* :doc:`Mish <../operation-specs/activation/mish-4>` +* :doc:`Mod <../operation-specs/arithmetic/mod-1>` +* :doc:`MVN <../operation-specs/normalization/mvn-1>` +* :doc:`Multiply <../operation-specs/arithmetic/multiply-1>` +* :doc:`Negative <../operation-specs/arithmetic/negative-1>` +* :doc:`NonMaxSuppression <../operation-specs/sort/no-max-suppression-5>` +* :doc:`NonZero <../operation-specs/condition/nonzero-3>` +* :doc:`NormalizeL2 <../operation-specs/normalization/normalize-l2-1>` +* :doc:`NotEqual <../operation-specs/comparison/notequal-1>` +* :doc:`OneHot <../operation-specs/sequence/one-hot-1>` +* :doc:`Pad <../operation-specs/movement/pad-1>` +* :doc:`Parameter <../operation-specs/infrastructure/parameter-1>` +* :doc:`Power <../operation-specs/arithmetic/power-1>` +* :doc:`PReLU <../operation-specs/activation/prelu-1>` +* :doc:`PriorBoxClustered <../operation-specs/detection/prior-box-clustered-1>` +* :doc:`PriorBox <../operation-specs/detection/prior-box-1>` +* :doc:`Proposal <../operation-specs/detection/proposal-4>` +* :doc:`PSROIPooling <../operation-specs/detection/psroi-pooling-1>` +* :doc:`Range <../operation-specs/generation/range-4>` +* :doc:`ReLU <../operation-specs/activation/relu-1>` +* :doc:`ReadValue <../operation-specs/infrastructure/read-value-3>` +* :doc:`ReduceL1 <../operation-specs/reduction/reduce-l1-4>` +* :doc:`ReduceL2 <../operation-specs/reduction/reduce-l2-4>` +* :doc:`ReduceLogicalAnd <../operation-specs/reduction/reduce-logical-and-1>` +* :doc:`ReduceLogicalOr <../operation-specs/reduction/reduce-logical-or-1>` +* :doc:`ReduceMax <../operation-specs/reduction/reduce-max-1>` +* :doc:`ReduceMean <../operation-specs/reduction/reduce-mean-1>` +* :doc:`ReduceMin <../operation-specs/reduction/reduce-min-1>` +* :doc:`ReduceProd <../operation-specs/reduction/reduce-prod-1>` +* :doc:`ReduceSum <../operation-specs/reduction/reduce-sum-1>` +* :doc:`RegionYolo <../operation-specs/detection/region-yolo-1>` +* :doc:`ReorgYolo <../operation-specs/detection/reorg-yolo-1>` +* :doc:`Reshape <../operation-specs/shape/reshape-1>` +* :doc:`Result <../operation-specs/infrastructure/result-1>` +* :doc:`Reverse <../operation-specs/movement/reverse-1>` +* :doc:`ReverseSequence <../operation-specs/movement/reverse-sequence-1>` +* :doc:`RNNCell <../operation-specs/sequence/rnn-cell-3>` +* :doc:`RNNSequence <../operation-specs/sequence/rnn-sequence-5>` +* :doc:`ROIAlign <../operation-specs/detection/roi-align-3>` +* :doc:`ROIPooling <../operation-specs/detection/roi-pooling-1>` +* :doc:`Round <../operation-specs/arithmetic/round-5>` +* :doc:`ScatterElementsUpdate <../operation-specs/movement/scatter-elements-update-3>` +* :doc:`ScatterNDUpdate <../operation-specs/movement/scatter-nd-update-3>` +* :doc:`ScatterUpdate <../operation-specs/movement/scatter-update-3>` +* :doc:`Select <../operation-specs/condition/select-1>` +* :doc:`Selu <../operation-specs/activation/selu-1>` +* :doc:`ShapeOf <../operation-specs/shape/shape-of-3>` +* :doc:`ShuffleChannels <../operation-specs/movement/shuffle-channels-1>` +* :doc:`Sigmoid <../operation-specs/activation/sigmoid-1>` +* :doc:`Sign <../operation-specs/arithmetic/sign-1>` +* :doc:`Sin <../operation-specs/arithmetic/sin-1>` +* :doc:`Sinh <../operation-specs/arithmetic/sinh-1>` +* :doc:`SoftMax <../operation-specs/activation/softmax-1>` +* :doc:`SoftPlus <../operation-specs/activation/softplus-4>` +* :doc:`SpaceToBatch <../operation-specs/movement/space-to-batch-2>` +* :doc:`SpaceToDepth <../operation-specs/movement/space-to-depth-1>` +* :doc:`Split <../operation-specs/movement/split-1>` +* :doc:`Sqrt <../operation-specs/arithmetic/sqrt-1>` +* :doc:`SquaredDifference <../operation-specs/arithmetic/squared-difference-1>` +* :doc:`Squeeze <../operation-specs/shape/squeeze-1>` +* :doc:`StridedSlice <../operation-specs/movement/strided-slice-1>` +* :doc:`Subtract <../operation-specs/arithmetic/subtract-1>` +* :doc:`Swish <../operation-specs/activation/swish-4>` +* :doc:`Tan <../operation-specs/arithmetic/tan-1>` +* :doc:`Tanh <../operation-specs/arithmetic/tanh-1>` +* :doc:`TensorIterator <../operation-specs/infrastructure/tensor-iterator-1>` +* :doc:`Tile <../operation-specs/movement/tile-1>` +* :doc:`TopK <../operation-specs/sort/top-k-3>` +* :doc:`Transpose <../operation-specs/movement/transpose-1>` +* :doc:`Unsqueeze <../operation-specs/shape/unsqueeze-1>` +* :doc:`VariadicSplit <../operation-specs/movement/variadic-split-1>` diff --git a/docs/articles_en/documentation/openvino-ir-format/operation-sets/available-opsets/opset6.rst b/docs/articles_en/documentation/openvino-ir-format/operation-sets/available-opsets/opset6.rst index 794d9a3b2324e4..b00c2dc9553bbb 100644 --- a/docs/articles_en/documentation/openvino-ir-format/operation-sets/available-opsets/opset6.rst +++ b/docs/articles_en/documentation/openvino-ir-format/operation-sets/available-opsets/opset6.rst @@ -19,156 +19,156 @@ declared in ``namespace opset6``. Table of Contents ################### -* :doc:`Abs <../operations-specifications/arithmetic/abs-1>` -* :doc:`Acos <../operations-specifications/arithmetic/acos-1>` -* :doc:`Acosh <../operations-specifications/arithmetic/acosh-3>` -* :doc:`Add <../operations-specifications/arithmetic/add-1>` -* :doc:`Asin <../operations-specifications/arithmetic/asin-1>` -* :doc:`Asinh <../operations-specifications/arithmetic/asinh-3>` -* :doc:`Assign <../operations-specifications/infrastructure/assign-3>` -* :doc:`Atan <../operations-specifications/arithmetic/atan-1>` -* :doc:`Atanh <../operations-specifications/arithmetic/atanh-3>` -* :doc:`AvgPool <../operations-specifications/pooling/avg-pool-1>` -* :doc:`BatchNormInference <../operations-specifications/normalization/batch-norm-inference-5>` -* :doc:`BatchToSpace <../operations-specifications/movement/batch-to-space-2>` -* :doc:`BinaryConvolution <../operations-specifications/convolution/binary-convolution-1>` -* :doc:`Broadcast <../operations-specifications/movement/broadcast-3>` -* :doc:`Bucketize <../operations-specifications/condition/bucketize-3>` -* :doc:`CTCGreedyDecoder <../operations-specifications/sequence/ctc-greedy-decoder-1>` -* :doc:`CTCGreedyDecoderSeqLen <../operations-specifications/sequence/ctc-greedy-decoder-seq-len-6>` -* :doc:`CTCLoss <../operations-specifications/sequence/ctc-loss-4>` -* :doc:`Ceiling <../operations-specifications/arithmetic/ceiling-1>` -* :doc:`Clamp <../operations-specifications/activation/clamp-1>` -* :doc:`Concat <../operations-specifications/movement/concat-1>` -* :doc:`Constant <../operations-specifications/infrastructure/constant-1>` -* :doc:`Convert <../operations-specifications/type/convert-1>` -* :doc:`ConvertLike <../operations-specifications/type/convert-like-1>` -* :doc:`Convolution <../operations-specifications/convolution/convolution-1>` -* :doc:`ConvolutionBackpropData <../operations-specifications/convolution/convolution-backprop-data-1>` -* :doc:`Cos <../operations-specifications/arithmetic/cos-1>` -* :doc:`Cosh <../operations-specifications/arithmetic/cosh-1>` -* :doc:`CumSum <../operations-specifications/arithmetic/cumsum-3>` -* :doc:`DeformableConvolution <../operations-specifications/convolution/deformable-convolution-1>` -* :doc:`DeformablePSROIPooling <../operations-specifications/detection/deformable-psroi-pooling-1>` -* :doc:`DepthToSpace <../operations-specifications/movement/depth-to-space-1>` -* :doc:`DetectionOutput <../operations-specifications/detection/detectionoutput-1>` -* :doc:`Divide <../operations-specifications/arithmetic/divide-1>` -* :doc:`Elu <../operations-specifications/activation/elu-1>` -* :doc:`EmbeddingBagOffsetsSum <../operations-specifications/sparse/embedding-bag-offsets-sum-3>` -* :doc:`EmbeddingBagPackedSum <../operations-specifications/sparse/embedding-bag-packed-sum-3>` -* :doc:`EmbeddingSegmentsSum <../operations-specifications/sparse/embedding-segments-sum-3>` -* :doc:`Equal <../operations-specifications/comparison/equal-1>` -* :doc:`Erf <../operations-specifications/arithmetic/erf-1>` -* :doc:`Exp <../operations-specifications/activation/exp-1>` -* :doc:`ExperimentalDetectronDetectionOutput_6 <../operations-specifications/detection/experimental-detectron-detection-output-6>` -* :doc:`ExperimentalDetectronGenerateProposalsSingleImage_6 <../operations-specifications/detection/experimental-detectron-generate-proposals-single-image-6>` -* :doc:`ExperimentalDetectronPriorGridGenerator_6 <../operations-specifications/detection/experimental-detectron-prior-grid-generator-6>` -* :doc:`ExperimentalDetectronROIFeatureExtractor_6 <../operations-specifications/detection/experimental-detectron-roi-feature-extractor-6>` -* :doc:`ExperimentalDetectronTopKROIs_6 <../operations-specifications/sort/experimental-detectron-top-krois-6>` -* :doc:`ExtractImagePatches <../operations-specifications/movement/extract-image-patches-3>` -* :doc:`FakeQuantize <../operations-specifications/quantization/fake-quantize-1>` -* :doc:`Floor <../operations-specifications/arithmetic/floor-1>` -* :doc:`FloorMod <../operations-specifications/arithmetic/floormod-1>` -* :doc:`Gather <../operations-specifications/movement/gather-1>` -* :doc:`GatherElements <../operations-specifications/movement/gather-elements-6>` -* :doc:`GatherND_5 <../operations-specifications/movement/gather-nd-5>` -* :doc:`GatherTree <../operations-specifications/movement/gather-tree-1>` -* :doc:`Gelu <../operations-specifications/activation/gelu-2>` -* :doc:`Greater <../operations-specifications/comparison/greater-1>` -* :doc:`GreaterEqual <../operations-specifications/comparison/greater-equal-1>` -* :doc:`GRN <../operations-specifications/normalization/grn-1>` -* :doc:`GroupConvolution <../operations-specifications/convolution/group-convolution-1>` -* :doc:`GroupConvolutionBackpropData <../operations-specifications/convolution/group-convolution-backprop-data-1>` -* :doc:`GRUCell <../operations-specifications/sequence/gru-cell-3>` -* :doc:`GRUSequence <../operations-specifications/sequence/gru-sequence-5>` -* :doc:`HardSigmoid <../operations-specifications/activation/hard-sigmoid-1>` -* :doc:`HSigmoid <../operations-specifications/activation/hsigmoid-5>` -* :doc:`HSwish <../operations-specifications/activation/hswish-4>` -* :doc:`Interpolate <../operations-specifications/image/interpolate-4>` -* :doc:`Less <../operations-specifications/comparison/less-1>` -* :doc:`LessEqual <../operations-specifications/comparison/lessequal-1>` -* :doc:`Log <../operations-specifications/arithmetic/log-1>` -* :doc:`LogicalAnd <../operations-specifications/logical/logical-and-1>` -* :doc:`LogicalNot <../operations-specifications/logical/logical-not-1>` -* :doc:`LogicalOr <../operations-specifications/logical/logical-or-1>` -* :doc:`LogicalXor <../operations-specifications/logical/logical-xor-1>` -* :doc:`LogSoftmax <../operations-specifications/activation/log-soft-max-5>` -* :doc:`Loop <../operations-specifications/infrastructure/loop-5>` -* :doc:`LRN <../operations-specifications/normalization/lrn-1>` -* :doc:`LSTMCell <../operations-specifications/sequence/lstm-cell-1>` -* :doc:`LSTMSequence <../operations-specifications/sequence/lstm-sequence-1>` -* :doc:`MatMul <../operations-specifications/matrix/matmul-1>` -* :doc:`MaxPool <../operations-specifications/pooling/max-pool-1>` -* :doc:`Maximum <../operations-specifications/arithmetic/maximum-1>` -* :doc:`Minimum <../operations-specifications/arithmetic/minimum-1>` -* :doc:`Mish <../operations-specifications/activation/mish-4>` -* :doc:`Mod <../operations-specifications/arithmetic/mod-1>` -* :doc:`MVN <../operations-specifications/normalization/mvn-6>` -* :doc:`Multiply <../operations-specifications/arithmetic/multiply-1>` -* :doc:`Negative <../operations-specifications/arithmetic/negative-1>` -* :doc:`NonMaxSuppression <../operations-specifications/sort/no-max-suppression-5>` -* :doc:`NonZero <../operations-specifications/condition/nonzero-3>` -* :doc:`NormalizeL2 <../operations-specifications/normalization/normalize-l2-1>` -* :doc:`NotEqual <../operations-specifications/comparison/notequal-1>` -* :doc:`OneHot <../operations-specifications/sequence/one-hot-1>` -* :doc:`Pad <../operations-specifications/movement/pad-1>` -* :doc:`Parameter <../operations-specifications/infrastructure/parameter-1>` -* :doc:`Power <../operations-specifications/arithmetic/power-1>` -* :doc:`PReLU <../operations-specifications/activation/prelu-1>` -* :doc:`PriorBoxClustered <../operations-specifications/detection/prior-box-clustered-1>` -* :doc:`PriorBox <../operations-specifications/detection/prior-box-1>` -* :doc:`Proposal <../operations-specifications/detection/proposal-4>` -* :doc:`PSROIPooling <../operations-specifications/detection/psroi-pooling-1>` -* :doc:`Range <../operations-specifications/generation/range-4>` -* :doc:`ReLU <../operations-specifications/activation/relu-1>` -* :doc:`ReadValue <../operations-specifications/infrastructure/read-value-3>` -* :doc:`ReduceL1 <../operations-specifications/reduction/reduce-l1-4>` -* :doc:`ReduceL2 <../operations-specifications/reduction/reduce-l2-4>` -* :doc:`ReduceLogicalAnd <../operations-specifications/reduction/reduce-logical-and-1>` -* :doc:`ReduceLogicalOr <../operations-specifications/reduction/reduce-logical-or-1>` -* :doc:`ReduceMax <../operations-specifications/reduction/reduce-max-1>` -* :doc:`ReduceMean <../operations-specifications/reduction/reduce-mean-1>` -* :doc:`ReduceMin <../operations-specifications/reduction/reduce-min-1>` -* :doc:`ReduceProd <../operations-specifications/reduction/reduce-prod-1>` -* :doc:`ReduceSum <../operations-specifications/reduction/reduce-sum-1>` -* :doc:`RegionYolo <../operations-specifications/detection/region-yolo-1>` -* :doc:`ReorgYolo <../operations-specifications/detection/reorg-yolo-1>` -* :doc:`Reshape <../operations-specifications/shape/reshape-1>` -* :doc:`Result <../operations-specifications/infrastructure/result-1>` -* :doc:`ReverseSequence <../operations-specifications/movement/reverse-sequence-1>` -* :doc:`RNNCell <../operations-specifications/sequence/rnn-cell-3>` -* :doc:`RNNSequence <../operations-specifications/sequence/rnn-sequence-5>` -* :doc:`ROIAlign <../operations-specifications/detection/roi-align-3>` -* :doc:`ROIPooling <../operations-specifications/detection/roi-pooling-1>` -* :doc:`Round <../operations-specifications/arithmetic/round-5>` -* :doc:`ScatterElementsUpdate <../operations-specifications/movement/scatter-elements-update-3>` -* :doc:`ScatterNDUpdate <../operations-specifications/movement/scatter-nd-update-3>` -* :doc:`ScatterUpdate <../operations-specifications/movement/scatter-update-3>` -* :doc:`Select <../operations-specifications/condition/select-1>` -* :doc:`Selu <../operations-specifications/activation/selu-1>` -* :doc:`ShapeOf <../operations-specifications/shape/shape-of-3>` -* :doc:`ShuffleChannels <../operations-specifications/movement/shuffle-channels-1>` -* :doc:`Sigmoid <../operations-specifications/activation/sigmoid-1>` -* :doc:`Sign <../operations-specifications/arithmetic/sign-1>` -* :doc:`Sin <../operations-specifications/arithmetic/sin-1>` -* :doc:`Sinh <../operations-specifications/arithmetic/sinh-1>` -* :doc:`SoftMax <../operations-specifications/activation/softmax-1>` -* :doc:`SoftPlus <../operations-specifications/activation/softplus-4>` -* :doc:`SpaceToBatch <../operations-specifications/movement/space-to-batch-2>` -* :doc:`SpaceToDepth <../operations-specifications/movement/space-to-depth-1>` -* :doc:`Split <../operations-specifications/movement/split-1>` -* :doc:`Sqrt <../operations-specifications/arithmetic/sqrt-1>` -* :doc:`SquaredDifference <../operations-specifications/arithmetic/squared-difference-1>` -* :doc:`Squeeze <../operations-specifications/shape/squeeze-1>` -* :doc:`StridedSlice <../operations-specifications/movement/strided-slice-1>` -* :doc:`Subtract <../operations-specifications/arithmetic/subtract-1>` -* :doc:`Swish <../operations-specifications/activation/swish-4>` -* :doc:`Tan <../operations-specifications/arithmetic/tan-1>` -* :doc:`Tanh <../operations-specifications/arithmetic/tanh-1>` -* :doc:`TensorIterator <../operations-specifications/infrastructure/tensor-iterator-1>` -* :doc:`Tile <../operations-specifications/movement/tile-1>` -* :doc:`TopK <../operations-specifications/sort/top-k-3>` -* :doc:`Transpose <../operations-specifications/movement/transpose-1>` -* :doc:`Unsqueeze <../operations-specifications/shape/unsqueeze-1>` -* :doc:`VariadicSplit <../operations-specifications/movement/variadic-split-1>` +* :doc:`Abs <../operation-specs/arithmetic/abs-1>` +* :doc:`Acos <../operation-specs/arithmetic/acos-1>` +* :doc:`Acosh <../operation-specs/arithmetic/acosh-3>` +* :doc:`Add <../operation-specs/arithmetic/add-1>` +* :doc:`Asin <../operation-specs/arithmetic/asin-1>` +* :doc:`Asinh <../operation-specs/arithmetic/asinh-3>` +* :doc:`Assign <../operation-specs/infrastructure/assign-3>` +* :doc:`Atan <../operation-specs/arithmetic/atan-1>` +* :doc:`Atanh <../operation-specs/arithmetic/atanh-3>` +* :doc:`AvgPool <../operation-specs/pooling/avg-pool-1>` +* :doc:`BatchNormInference <../operation-specs/normalization/batch-norm-inference-5>` +* :doc:`BatchToSpace <../operation-specs/movement/batch-to-space-2>` +* :doc:`BinaryConvolution <../operation-specs/convolution/binary-convolution-1>` +* :doc:`Broadcast <../operation-specs/movement/broadcast-3>` +* :doc:`Bucketize <../operation-specs/condition/bucketize-3>` +* :doc:`CTCGreedyDecoder <../operation-specs/sequence/ctc-greedy-decoder-1>` +* :doc:`CTCGreedyDecoderSeqLen <../operation-specs/sequence/ctc-greedy-decoder-seq-len-6>` +* :doc:`CTCLoss <../operation-specs/sequence/ctc-loss-4>` +* :doc:`Ceiling <../operation-specs/arithmetic/ceiling-1>` +* :doc:`Clamp <../operation-specs/activation/clamp-1>` +* :doc:`Concat <../operation-specs/movement/concat-1>` +* :doc:`Constant <../operation-specs/infrastructure/constant-1>` +* :doc:`Convert <../operation-specs/type/convert-1>` +* :doc:`ConvertLike <../operation-specs/type/convert-like-1>` +* :doc:`Convolution <../operation-specs/convolution/convolution-1>` +* :doc:`ConvolutionBackpropData <../operation-specs/convolution/convolution-backprop-data-1>` +* :doc:`Cos <../operation-specs/arithmetic/cos-1>` +* :doc:`Cosh <../operation-specs/arithmetic/cosh-1>` +* :doc:`CumSum <../operation-specs/arithmetic/cumsum-3>` +* :doc:`DeformableConvolution <../operation-specs/convolution/deformable-convolution-1>` +* :doc:`DeformablePSROIPooling <../operation-specs/detection/deformable-psroi-pooling-1>` +* :doc:`DepthToSpace <../operation-specs/movement/depth-to-space-1>` +* :doc:`DetectionOutput <../operation-specs/detection/detectionoutput-1>` +* :doc:`Divide <../operation-specs/arithmetic/divide-1>` +* :doc:`Elu <../operation-specs/activation/elu-1>` +* :doc:`EmbeddingBagOffsetsSum <../operation-specs/sparse/embedding-bag-offsets-sum-3>` +* :doc:`EmbeddingBagPackedSum <../operation-specs/sparse/embedding-bag-packed-sum-3>` +* :doc:`EmbeddingSegmentsSum <../operation-specs/sparse/embedding-segments-sum-3>` +* :doc:`Equal <../operation-specs/comparison/equal-1>` +* :doc:`Erf <../operation-specs/arithmetic/erf-1>` +* :doc:`Exp <../operation-specs/activation/exp-1>` +* :doc:`ExperimentalDetectronDetectionOutput_6 <../operation-specs/detection/experimental-detectron-detection-output-6>` +* :doc:`ExperimentalDetectronGenerateProposalsSingleImage_6 <../operation-specs/detection/experimental-detectron-generate-proposals-single-image-6>` +* :doc:`ExperimentalDetectronPriorGridGenerator_6 <../operation-specs/detection/experimental-detectron-prior-grid-generator-6>` +* :doc:`ExperimentalDetectronROIFeatureExtractor_6 <../operation-specs/detection/experimental-detectron-roi-feature-extractor-6>` +* :doc:`ExperimentalDetectronTopKROIs_6 <../operation-specs/sort/experimental-detectron-top-krois-6>` +* :doc:`ExtractImagePatches <../operation-specs/movement/extract-image-patches-3>` +* :doc:`FakeQuantize <../operation-specs/quantization/fake-quantize-1>` +* :doc:`Floor <../operation-specs/arithmetic/floor-1>` +* :doc:`FloorMod <../operation-specs/arithmetic/floormod-1>` +* :doc:`Gather <../operation-specs/movement/gather-1>` +* :doc:`GatherElements <../operation-specs/movement/gather-elements-6>` +* :doc:`GatherND_5 <../operation-specs/movement/gather-nd-5>` +* :doc:`GatherTree <../operation-specs/movement/gather-tree-1>` +* :doc:`Gelu <../operation-specs/activation/gelu-2>` +* :doc:`Greater <../operation-specs/comparison/greater-1>` +* :doc:`GreaterEqual <../operation-specs/comparison/greater-equal-1>` +* :doc:`GRN <../operation-specs/normalization/grn-1>` +* :doc:`GroupConvolution <../operation-specs/convolution/group-convolution-1>` +* :doc:`GroupConvolutionBackpropData <../operation-specs/convolution/group-convolution-backprop-data-1>` +* :doc:`GRUCell <../operation-specs/sequence/gru-cell-3>` +* :doc:`GRUSequence <../operation-specs/sequence/gru-sequence-5>` +* :doc:`HardSigmoid <../operation-specs/activation/hard-sigmoid-1>` +* :doc:`HSigmoid <../operation-specs/activation/hsigmoid-5>` +* :doc:`HSwish <../operation-specs/activation/hswish-4>` +* :doc:`Interpolate <../operation-specs/image/interpolate-4>` +* :doc:`Less <../operation-specs/comparison/less-1>` +* :doc:`LessEqual <../operation-specs/comparison/lessequal-1>` +* :doc:`Log <../operation-specs/arithmetic/log-1>` +* :doc:`LogicalAnd <../operation-specs/logical/logical-and-1>` +* :doc:`LogicalNot <../operation-specs/logical/logical-not-1>` +* :doc:`LogicalOr <../operation-specs/logical/logical-or-1>` +* :doc:`LogicalXor <../operation-specs/logical/logical-xor-1>` +* :doc:`LogSoftmax <../operation-specs/activation/log-soft-max-5>` +* :doc:`Loop <../operation-specs/infrastructure/loop-5>` +* :doc:`LRN <../operation-specs/normalization/lrn-1>` +* :doc:`LSTMCell <../operation-specs/sequence/lstm-cell-1>` +* :doc:`LSTMSequence <../operation-specs/sequence/lstm-sequence-1>` +* :doc:`MatMul <../operation-specs/matrix/matmul-1>` +* :doc:`MaxPool <../operation-specs/pooling/max-pool-1>` +* :doc:`Maximum <../operation-specs/arithmetic/maximum-1>` +* :doc:`Minimum <../operation-specs/arithmetic/minimum-1>` +* :doc:`Mish <../operation-specs/activation/mish-4>` +* :doc:`Mod <../operation-specs/arithmetic/mod-1>` +* :doc:`MVN <../operation-specs/normalization/mvn-6>` +* :doc:`Multiply <../operation-specs/arithmetic/multiply-1>` +* :doc:`Negative <../operation-specs/arithmetic/negative-1>` +* :doc:`NonMaxSuppression <../operation-specs/sort/no-max-suppression-5>` +* :doc:`NonZero <../operation-specs/condition/nonzero-3>` +* :doc:`NormalizeL2 <../operation-specs/normalization/normalize-l2-1>` +* :doc:`NotEqual <../operation-specs/comparison/notequal-1>` +* :doc:`OneHot <../operation-specs/sequence/one-hot-1>` +* :doc:`Pad <../operation-specs/movement/pad-1>` +* :doc:`Parameter <../operation-specs/infrastructure/parameter-1>` +* :doc:`Power <../operation-specs/arithmetic/power-1>` +* :doc:`PReLU <../operation-specs/activation/prelu-1>` +* :doc:`PriorBoxClustered <../operation-specs/detection/prior-box-clustered-1>` +* :doc:`PriorBox <../operation-specs/detection/prior-box-1>` +* :doc:`Proposal <../operation-specs/detection/proposal-4>` +* :doc:`PSROIPooling <../operation-specs/detection/psroi-pooling-1>` +* :doc:`Range <../operation-specs/generation/range-4>` +* :doc:`ReLU <../operation-specs/activation/relu-1>` +* :doc:`ReadValue <../operation-specs/infrastructure/read-value-3>` +* :doc:`ReduceL1 <../operation-specs/reduction/reduce-l1-4>` +* :doc:`ReduceL2 <../operation-specs/reduction/reduce-l2-4>` +* :doc:`ReduceLogicalAnd <../operation-specs/reduction/reduce-logical-and-1>` +* :doc:`ReduceLogicalOr <../operation-specs/reduction/reduce-logical-or-1>` +* :doc:`ReduceMax <../operation-specs/reduction/reduce-max-1>` +* :doc:`ReduceMean <../operation-specs/reduction/reduce-mean-1>` +* :doc:`ReduceMin <../operation-specs/reduction/reduce-min-1>` +* :doc:`ReduceProd <../operation-specs/reduction/reduce-prod-1>` +* :doc:`ReduceSum <../operation-specs/reduction/reduce-sum-1>` +* :doc:`RegionYolo <../operation-specs/detection/region-yolo-1>` +* :doc:`ReorgYolo <../operation-specs/detection/reorg-yolo-1>` +* :doc:`Reshape <../operation-specs/shape/reshape-1>` +* :doc:`Result <../operation-specs/infrastructure/result-1>` +* :doc:`ReverseSequence <../operation-specs/movement/reverse-sequence-1>` +* :doc:`RNNCell <../operation-specs/sequence/rnn-cell-3>` +* :doc:`RNNSequence <../operation-specs/sequence/rnn-sequence-5>` +* :doc:`ROIAlign <../operation-specs/detection/roi-align-3>` +* :doc:`ROIPooling <../operation-specs/detection/roi-pooling-1>` +* :doc:`Round <../operation-specs/arithmetic/round-5>` +* :doc:`ScatterElementsUpdate <../operation-specs/movement/scatter-elements-update-3>` +* :doc:`ScatterNDUpdate <../operation-specs/movement/scatter-nd-update-3>` +* :doc:`ScatterUpdate <../operation-specs/movement/scatter-update-3>` +* :doc:`Select <../operation-specs/condition/select-1>` +* :doc:`Selu <../operation-specs/activation/selu-1>` +* :doc:`ShapeOf <../operation-specs/shape/shape-of-3>` +* :doc:`ShuffleChannels <../operation-specs/movement/shuffle-channels-1>` +* :doc:`Sigmoid <../operation-specs/activation/sigmoid-1>` +* :doc:`Sign <../operation-specs/arithmetic/sign-1>` +* :doc:`Sin <../operation-specs/arithmetic/sin-1>` +* :doc:`Sinh <../operation-specs/arithmetic/sinh-1>` +* :doc:`SoftMax <../operation-specs/activation/softmax-1>` +* :doc:`SoftPlus <../operation-specs/activation/softplus-4>` +* :doc:`SpaceToBatch <../operation-specs/movement/space-to-batch-2>` +* :doc:`SpaceToDepth <../operation-specs/movement/space-to-depth-1>` +* :doc:`Split <../operation-specs/movement/split-1>` +* :doc:`Sqrt <../operation-specs/arithmetic/sqrt-1>` +* :doc:`SquaredDifference <../operation-specs/arithmetic/squared-difference-1>` +* :doc:`Squeeze <../operation-specs/shape/squeeze-1>` +* :doc:`StridedSlice <../operation-specs/movement/strided-slice-1>` +* :doc:`Subtract <../operation-specs/arithmetic/subtract-1>` +* :doc:`Swish <../operation-specs/activation/swish-4>` +* :doc:`Tan <../operation-specs/arithmetic/tan-1>` +* :doc:`Tanh <../operation-specs/arithmetic/tanh-1>` +* :doc:`TensorIterator <../operation-specs/infrastructure/tensor-iterator-1>` +* :doc:`Tile <../operation-specs/movement/tile-1>` +* :doc:`TopK <../operation-specs/sort/top-k-3>` +* :doc:`Transpose <../operation-specs/movement/transpose-1>` +* :doc:`Unsqueeze <../operation-specs/shape/unsqueeze-1>` +* :doc:`VariadicSplit <../operation-specs/movement/variadic-split-1>` diff --git a/docs/articles_en/documentation/openvino-ir-format/operation-sets/available-opsets/opset7.rst b/docs/articles_en/documentation/openvino-ir-format/operation-sets/available-opsets/opset7.rst index 6ca5891324ab77..5232f8ba1d395d 100644 --- a/docs/articles_en/documentation/openvino-ir-format/operation-sets/available-opsets/opset7.rst +++ b/docs/articles_en/documentation/openvino-ir-format/operation-sets/available-opsets/opset7.rst @@ -19,160 +19,160 @@ declared in ``namespace opset7``. Table of Contents ################## -* :doc:`Abs <../operations-specifications/arithmetic/abs-1>` -* :doc:`Acos <../operations-specifications/arithmetic/acos-1>` -* :doc:`Acosh <../operations-specifications/arithmetic/acosh-3>` -* :doc:`Add <../operations-specifications/arithmetic/add-1>` -* :doc:`Asin <../operations-specifications/arithmetic/asin-1>` -* :doc:`Asinh <../operations-specifications/arithmetic/asinh-3>` -* :doc:`Assign <../operations-specifications/infrastructure/assign-3>` -* :doc:`Atan <../operations-specifications/arithmetic/atan-1>` -* :doc:`Atanh <../operations-specifications/arithmetic/atanh-3>` -* :doc:`AvgPool <../operations-specifications/pooling/avg-pool-1>` -* :doc:`BatchNormInference <../operations-specifications/normalization/batch-norm-inference-5>` -* :doc:`BatchToSpace <../operations-specifications/movement/batch-to-space-2>` -* :doc:`BinaryConvolution <../operations-specifications/convolution/binary-convolution-1>` -* :doc:`Broadcast <../operations-specifications/movement/broadcast-3>` -* :doc:`Bucketize <../operations-specifications/condition/bucketize-3>` -* :doc:`CTCGreedyDecoder <../operations-specifications/sequence/ctc-greedy-decoder-1>` -* :doc:`CTCGreedyDecoderSeqLen <../operations-specifications/sequence/ctc-greedy-decoder-seq-len-6>` -* :doc:`CTCLoss <../operations-specifications/sequence/ctc-loss-4>` -* :doc:`Ceiling <../operations-specifications/arithmetic/ceiling-1>` -* :doc:`Clamp <../operations-specifications/activation/clamp-1>` -* :doc:`Concat <../operations-specifications/movement/concat-1>` -* :doc:`Constant <../operations-specifications/infrastructure/constant-1>` -* :doc:`Convert <../operations-specifications/type/convert-1>` -* :doc:`ConvertLike <../operations-specifications/type/convert-like-1>` -* :doc:`Convolution <../operations-specifications/convolution/convolution-1>` -* :doc:`ConvolutionBackpropData <../operations-specifications/convolution/convolution-backprop-data-1>` -* :doc:`Cos <../operations-specifications/arithmetic/cos-1>` -* :doc:`Cosh <../operations-specifications/arithmetic/cosh-1>` -* :doc:`CumSum <../operations-specifications/arithmetic/cumsum-3>` -* :doc:`DeformableConvolution <../operations-specifications/convolution/deformable-convolution-1>` -* :doc:`DeformablePSROIPooling <../operations-specifications/detection/deformable-psroi-pooling-1>` -* :doc:`DepthToSpace <../operations-specifications/movement/depth-to-space-1>` -* :doc:`DetectionOutput <../operations-specifications/detection/detectionoutput-1>` -* :doc:`DFT <../operations-specifications/signals/dft-7>` -* :doc:`Divide <../operations-specifications/arithmetic/divide-1>` -* :doc:`Einsum <../operations-specifications/matrix/einsum-7>` -* :doc:`Elu <../operations-specifications/activation/elu-1>` -* :doc:`EmbeddingBagOffsetsSum <../operations-specifications/sparse/embedding-bag-offsets-sum-3>` -* :doc:`EmbeddingBagPackedSum <../operations-specifications/sparse/embedding-bag-packed-sum-3>` -* :doc:`EmbeddingSegmentsSum <../operations-specifications/sparse/embedding-segments-sum-3>` -* :doc:`Equal <../operations-specifications/comparison/equal-1>` -* :doc:`Erf <../operations-specifications/arithmetic/erf-1>` -* :doc:`Exp <../operations-specifications/activation/exp-1>` -* :doc:`ExperimentalDetectronDetectionOutput_6 <../operations-specifications/detection/experimental-detectron-detection-output-6>` -* :doc:`ExperimentalDetectronGenerateProposalsSingleImage_6 <../operations-specifications/detection/experimental-detectron-generate-proposals-single-image-6>` -* :doc:`ExperimentalDetectronPriorGridGenerator_6 <../operations-specifications/detection/experimental-detectron-prior-grid-generator-6>` -* :doc:`ExperimentalDetectronROIFeatureExtractor_6 <../operations-specifications/detection/experimental-detectron-roi-feature-extractor-6>` -* :doc:`ExperimentalDetectronTopKROIs_6 <../operations-specifications/sort/experimental-detectron-top-krois-6>` -* :doc:`ExtractImagePatches <../operations-specifications/movement/extract-image-patches-3>` -* :doc:`FakeQuantize <../operations-specifications/quantization/fake-quantize-1>` -* :doc:`Floor <../operations-specifications/arithmetic/floor-1>` -* :doc:`FloorMod <../operations-specifications/arithmetic/floormod-1>` -* :doc:`Gather <../operations-specifications/movement/gather-7>` -* :doc:`GatherElements <../operations-specifications/movement/gather-elements-6>` -* :doc:`GatherND_5 <../operations-specifications/movement/gather-nd-5>` -* :doc:`GatherTree <../operations-specifications/movement/gather-tree-1>` -* :doc:`Gelu <../operations-specifications/activation/gelu-7>` -* :doc:`Greater <../operations-specifications/comparison/greater-1>` -* :doc:`GreaterEqual <../operations-specifications/comparison/greater-equal-1>` -* :doc:`GRN <../operations-specifications/normalization/grn-1>` -* :doc:`GroupConvolution <../operations-specifications/convolution/group-convolution-1>` -* :doc:`GroupConvolutionBackpropData <../operations-specifications/convolution/group-convolution-backprop-data-1>` -* :doc:`GRUCell <../operations-specifications/sequence/gru-cell-3>` -* :doc:`GRUSequence <../operations-specifications/sequence/gru-sequence-5>` -* :doc:`HardSigmoid <../operations-specifications/activation/hard-sigmoid-1>` -* :doc:`HSigmoid <../operations-specifications/activation/hsigmoid-5>` -* :doc:`HSwish <../operations-specifications/activation/hswish-4>` -* :doc:`IDFT <../operations-specifications/signals/idft-7>` -* :doc:`Interpolate <../operations-specifications/image/interpolate-4>` -* :doc:`Less <../operations-specifications/comparison/less-1>` -* :doc:`LessEqual <../operations-specifications/comparison/lessequal-1>` -* :doc:`Log <../operations-specifications/arithmetic/log-1>` -* :doc:`LogicalAnd <../operations-specifications/logical/logical-and-1>` -* :doc:`LogicalNot <../operations-specifications/logical/logical-not-1>` -* :doc:`LogicalOr <../operations-specifications/logical/logical-or-1>` -* :doc:`LogicalXor <../operations-specifications/logical/logical-xor-1>` -* :doc:`LogSoftmax <../operations-specifications/activation/log-soft-max-5>` -* :doc:`Loop <../operations-specifications/infrastructure/loop-5>` -* :doc:`LRN <../operations-specifications/normalization/lrn-1>` -* :doc:`LSTMCell <../operations-specifications/sequence/lstm-cell-1>` -* :doc:`LSTMSequence <../operations-specifications/sequence/lstm-sequence-1>` -* :doc:`MatMul <../operations-specifications/matrix/matmul-1>` -* :doc:`MaxPool <../operations-specifications/pooling/max-pool-1>` -* :doc:`Maximum <../operations-specifications/arithmetic/maximum-1>` -* :doc:`Minimum <../operations-specifications/arithmetic/minimum-1>` -* :doc:`Mish <../operations-specifications/activation/mish-4>` -* :doc:`Mod <../operations-specifications/arithmetic/mod-1>` -* :doc:`MVN <../operations-specifications/normalization/mvn-6>` -* :doc:`Multiply <../operations-specifications/arithmetic/multiply-1>` -* :doc:`Negative <../operations-specifications/arithmetic/negative-1>` -* :doc:`NonMaxSuppression <../operations-specifications/sort/no-max-suppression-5>` -* :doc:`NonZero <../operations-specifications/condition/nonzero-3>` -* :doc:`NormalizeL2 <../operations-specifications/normalization/normalize-l2-1>` -* :doc:`NotEqual <../operations-specifications/comparison/notequal-1>` -* :doc:`OneHot <../operations-specifications/sequence/one-hot-1>` -* :doc:`Pad <../operations-specifications/movement/pad-1>` -* :doc:`Parameter <../operations-specifications/infrastructure/parameter-1>` -* :doc:`Power <../operations-specifications/arithmetic/power-1>` -* :doc:`PReLU <../operations-specifications/activation/prelu-1>` -* :doc:`PriorBoxClustered <../operations-specifications/detection/prior-box-clustered-1>` -* :doc:`PriorBox <../operations-specifications/detection/prior-box-1>` -* :doc:`Proposal <../operations-specifications/detection/proposal-4>` -* :doc:`PSROIPooling <../operations-specifications/detection/psroi-pooling-1>` -* :doc:`Range <../operations-specifications/generation/range-4>` -* :doc:`ReLU <../operations-specifications/activation/relu-1>` -* :doc:`ReadValue <../operations-specifications/infrastructure/read-value-3>` -* :doc:`ReduceL1 <../operations-specifications/reduction/reduce-l1-4>` -* :doc:`ReduceL2 <../operations-specifications/reduction/reduce-l2-4>` -* :doc:`ReduceLogicalAnd <../operations-specifications/reduction/reduce-logical-and-1>` -* :doc:`ReduceLogicalOr <../operations-specifications/reduction/reduce-logical-or-1>` -* :doc:`ReduceMax <../operations-specifications/reduction/reduce-max-1>` -* :doc:`ReduceMean <../operations-specifications/reduction/reduce-mean-1>` -* :doc:`ReduceMin <../operations-specifications/reduction/reduce-min-1>` -* :doc:`ReduceProd <../operations-specifications/reduction/reduce-prod-1>` -* :doc:`ReduceSum <../operations-specifications/reduction/reduce-sum-1>` -* :doc:`RegionYolo <../operations-specifications/detection/region-yolo-1>` -* :doc:`ReorgYolo <../operations-specifications/detection/reorg-yolo-1>` -* :doc:`Reshape <../operations-specifications/shape/reshape-1>` -* :doc:`Result <../operations-specifications/infrastructure/result-1>` -* :doc:`ReverseSequence <../operations-specifications/movement/reverse-sequence-1>` -* :doc:`RNNCell <../operations-specifications/sequence/rnn-cell-3>` -* :doc:`RNNSequence <../operations-specifications/sequence/rnn-sequence-5>` -* :doc:`ROIAlign <../operations-specifications/detection/roi-align-3>` -* :doc:`ROIPooling <../operations-specifications/detection/roi-pooling-1>` -* :doc:`Roll <../operations-specifications/movement/roll-7>` -* :doc:`Round <../operations-specifications/arithmetic/round-5>` -* :doc:`ScatterElementsUpdate <../operations-specifications/movement/scatter-elements-update-3>` -* :doc:`ScatterNDUpdate <../operations-specifications/movement/scatter-nd-update-3>` -* :doc:`ScatterUpdate <../operations-specifications/movement/scatter-update-3>` -* :doc:`Select <../operations-specifications/condition/select-1>` -* :doc:`Selu <../operations-specifications/activation/selu-1>` -* :doc:`ShapeOf <../operations-specifications/shape/shape-of-3>` -* :doc:`ShuffleChannels <../operations-specifications/movement/shuffle-channels-1>` -* :doc:`Sigmoid <../operations-specifications/activation/sigmoid-1>` -* :doc:`Sign <../operations-specifications/arithmetic/sign-1>` -* :doc:`Sin <../operations-specifications/arithmetic/sin-1>` -* :doc:`Sinh <../operations-specifications/arithmetic/sinh-1>` -* :doc:`SoftMax <../operations-specifications/activation/softmax-1>` -* :doc:`SoftPlus <../operations-specifications/activation/softplus-4>` -* :doc:`SpaceToBatch <../operations-specifications/movement/space-to-batch-2>` -* :doc:`SpaceToDepth <../operations-specifications/movement/space-to-depth-1>` -* :doc:`Split <../operations-specifications/movement/split-1>` -* :doc:`Sqrt <../operations-specifications/arithmetic/sqrt-1>` -* :doc:`SquaredDifference <../operations-specifications/arithmetic/squared-difference-1>` -* :doc:`Squeeze <../operations-specifications/shape/squeeze-1>` -* :doc:`StridedSlice <../operations-specifications/movement/strided-slice-1>` -* :doc:`Subtract <../operations-specifications/arithmetic/subtract-1>` -* :doc:`Swish <../operations-specifications/activation/swish-4>` -* :doc:`Tan <../operations-specifications/arithmetic/tan-1>` -* :doc:`Tanh <../operations-specifications/arithmetic/tanh-1>` -* :doc:`TensorIterator <../operations-specifications/infrastructure/tensor-iterator-1>` -* :doc:`Tile <../operations-specifications/movement/tile-1>` -* :doc:`TopK <../operations-specifications/sort/top-k-3>` -* :doc:`Transpose <../operations-specifications/movement/transpose-1>` -* :doc:`Unsqueeze <../operations-specifications/shape/unsqueeze-1>` -* :doc:`VariadicSplit <../operations-specifications/movement/variadic-split-1>` +* :doc:`Abs <../operation-specs/arithmetic/abs-1>` +* :doc:`Acos <../operation-specs/arithmetic/acos-1>` +* :doc:`Acosh <../operation-specs/arithmetic/acosh-3>` +* :doc:`Add <../operation-specs/arithmetic/add-1>` +* :doc:`Asin <../operation-specs/arithmetic/asin-1>` +* :doc:`Asinh <../operation-specs/arithmetic/asinh-3>` +* :doc:`Assign <../operation-specs/infrastructure/assign-3>` +* :doc:`Atan <../operation-specs/arithmetic/atan-1>` +* :doc:`Atanh <../operation-specs/arithmetic/atanh-3>` +* :doc:`AvgPool <../operation-specs/pooling/avg-pool-1>` +* :doc:`BatchNormInference <../operation-specs/normalization/batch-norm-inference-5>` +* :doc:`BatchToSpace <../operation-specs/movement/batch-to-space-2>` +* :doc:`BinaryConvolution <../operation-specs/convolution/binary-convolution-1>` +* :doc:`Broadcast <../operation-specs/movement/broadcast-3>` +* :doc:`Bucketize <../operation-specs/condition/bucketize-3>` +* :doc:`CTCGreedyDecoder <../operation-specs/sequence/ctc-greedy-decoder-1>` +* :doc:`CTCGreedyDecoderSeqLen <../operation-specs/sequence/ctc-greedy-decoder-seq-len-6>` +* :doc:`CTCLoss <../operation-specs/sequence/ctc-loss-4>` +* :doc:`Ceiling <../operation-specs/arithmetic/ceiling-1>` +* :doc:`Clamp <../operation-specs/activation/clamp-1>` +* :doc:`Concat <../operation-specs/movement/concat-1>` +* :doc:`Constant <../operation-specs/infrastructure/constant-1>` +* :doc:`Convert <../operation-specs/type/convert-1>` +* :doc:`ConvertLike <../operation-specs/type/convert-like-1>` +* :doc:`Convolution <../operation-specs/convolution/convolution-1>` +* :doc:`ConvolutionBackpropData <../operation-specs/convolution/convolution-backprop-data-1>` +* :doc:`Cos <../operation-specs/arithmetic/cos-1>` +* :doc:`Cosh <../operation-specs/arithmetic/cosh-1>` +* :doc:`CumSum <../operation-specs/arithmetic/cumsum-3>` +* :doc:`DeformableConvolution <../operation-specs/convolution/deformable-convolution-1>` +* :doc:`DeformablePSROIPooling <../operation-specs/detection/deformable-psroi-pooling-1>` +* :doc:`DepthToSpace <../operation-specs/movement/depth-to-space-1>` +* :doc:`DetectionOutput <../operation-specs/detection/detectionoutput-1>` +* :doc:`DFT <../operation-specs/signals/dft-7>` +* :doc:`Divide <../operation-specs/arithmetic/divide-1>` +* :doc:`Einsum <../operation-specs/matrix/einsum-7>` +* :doc:`Elu <../operation-specs/activation/elu-1>` +* :doc:`EmbeddingBagOffsetsSum <../operation-specs/sparse/embedding-bag-offsets-sum-3>` +* :doc:`EmbeddingBagPackedSum <../operation-specs/sparse/embedding-bag-packed-sum-3>` +* :doc:`EmbeddingSegmentsSum <../operation-specs/sparse/embedding-segments-sum-3>` +* :doc:`Equal <../operation-specs/comparison/equal-1>` +* :doc:`Erf <../operation-specs/arithmetic/erf-1>` +* :doc:`Exp <../operation-specs/activation/exp-1>` +* :doc:`ExperimentalDetectronDetectionOutput_6 <../operation-specs/detection/experimental-detectron-detection-output-6>` +* :doc:`ExperimentalDetectronGenerateProposalsSingleImage_6 <../operation-specs/detection/experimental-detectron-generate-proposals-single-image-6>` +* :doc:`ExperimentalDetectronPriorGridGenerator_6 <../operation-specs/detection/experimental-detectron-prior-grid-generator-6>` +* :doc:`ExperimentalDetectronROIFeatureExtractor_6 <../operation-specs/detection/experimental-detectron-roi-feature-extractor-6>` +* :doc:`ExperimentalDetectronTopKROIs_6 <../operation-specs/sort/experimental-detectron-top-krois-6>` +* :doc:`ExtractImagePatches <../operation-specs/movement/extract-image-patches-3>` +* :doc:`FakeQuantize <../operation-specs/quantization/fake-quantize-1>` +* :doc:`Floor <../operation-specs/arithmetic/floor-1>` +* :doc:`FloorMod <../operation-specs/arithmetic/floormod-1>` +* :doc:`Gather <../operation-specs/movement/gather-7>` +* :doc:`GatherElements <../operation-specs/movement/gather-elements-6>` +* :doc:`GatherND_5 <../operation-specs/movement/gather-nd-5>` +* :doc:`GatherTree <../operation-specs/movement/gather-tree-1>` +* :doc:`Gelu <../operation-specs/activation/gelu-7>` +* :doc:`Greater <../operation-specs/comparison/greater-1>` +* :doc:`GreaterEqual <../operation-specs/comparison/greater-equal-1>` +* :doc:`GRN <../operation-specs/normalization/grn-1>` +* :doc:`GroupConvolution <../operation-specs/convolution/group-convolution-1>` +* :doc:`GroupConvolutionBackpropData <../operation-specs/convolution/group-convolution-backprop-data-1>` +* :doc:`GRUCell <../operation-specs/sequence/gru-cell-3>` +* :doc:`GRUSequence <../operation-specs/sequence/gru-sequence-5>` +* :doc:`HardSigmoid <../operation-specs/activation/hard-sigmoid-1>` +* :doc:`HSigmoid <../operation-specs/activation/hsigmoid-5>` +* :doc:`HSwish <../operation-specs/activation/hswish-4>` +* :doc:`IDFT <../operation-specs/signals/idft-7>` +* :doc:`Interpolate <../operation-specs/image/interpolate-4>` +* :doc:`Less <../operation-specs/comparison/less-1>` +* :doc:`LessEqual <../operation-specs/comparison/lessequal-1>` +* :doc:`Log <../operation-specs/arithmetic/log-1>` +* :doc:`LogicalAnd <../operation-specs/logical/logical-and-1>` +* :doc:`LogicalNot <../operation-specs/logical/logical-not-1>` +* :doc:`LogicalOr <../operation-specs/logical/logical-or-1>` +* :doc:`LogicalXor <../operation-specs/logical/logical-xor-1>` +* :doc:`LogSoftmax <../operation-specs/activation/log-soft-max-5>` +* :doc:`Loop <../operation-specs/infrastructure/loop-5>` +* :doc:`LRN <../operation-specs/normalization/lrn-1>` +* :doc:`LSTMCell <../operation-specs/sequence/lstm-cell-1>` +* :doc:`LSTMSequence <../operation-specs/sequence/lstm-sequence-1>` +* :doc:`MatMul <../operation-specs/matrix/matmul-1>` +* :doc:`MaxPool <../operation-specs/pooling/max-pool-1>` +* :doc:`Maximum <../operation-specs/arithmetic/maximum-1>` +* :doc:`Minimum <../operation-specs/arithmetic/minimum-1>` +* :doc:`Mish <../operation-specs/activation/mish-4>` +* :doc:`Mod <../operation-specs/arithmetic/mod-1>` +* :doc:`MVN <../operation-specs/normalization/mvn-6>` +* :doc:`Multiply <../operation-specs/arithmetic/multiply-1>` +* :doc:`Negative <../operation-specs/arithmetic/negative-1>` +* :doc:`NonMaxSuppression <../operation-specs/sort/no-max-suppression-5>` +* :doc:`NonZero <../operation-specs/condition/nonzero-3>` +* :doc:`NormalizeL2 <../operation-specs/normalization/normalize-l2-1>` +* :doc:`NotEqual <../operation-specs/comparison/notequal-1>` +* :doc:`OneHot <../operation-specs/sequence/one-hot-1>` +* :doc:`Pad <../operation-specs/movement/pad-1>` +* :doc:`Parameter <../operation-specs/infrastructure/parameter-1>` +* :doc:`Power <../operation-specs/arithmetic/power-1>` +* :doc:`PReLU <../operation-specs/activation/prelu-1>` +* :doc:`PriorBoxClustered <../operation-specs/detection/prior-box-clustered-1>` +* :doc:`PriorBox <../operation-specs/detection/prior-box-1>` +* :doc:`Proposal <../operation-specs/detection/proposal-4>` +* :doc:`PSROIPooling <../operation-specs/detection/psroi-pooling-1>` +* :doc:`Range <../operation-specs/generation/range-4>` +* :doc:`ReLU <../operation-specs/activation/relu-1>` +* :doc:`ReadValue <../operation-specs/infrastructure/read-value-3>` +* :doc:`ReduceL1 <../operation-specs/reduction/reduce-l1-4>` +* :doc:`ReduceL2 <../operation-specs/reduction/reduce-l2-4>` +* :doc:`ReduceLogicalAnd <../operation-specs/reduction/reduce-logical-and-1>` +* :doc:`ReduceLogicalOr <../operation-specs/reduction/reduce-logical-or-1>` +* :doc:`ReduceMax <../operation-specs/reduction/reduce-max-1>` +* :doc:`ReduceMean <../operation-specs/reduction/reduce-mean-1>` +* :doc:`ReduceMin <../operation-specs/reduction/reduce-min-1>` +* :doc:`ReduceProd <../operation-specs/reduction/reduce-prod-1>` +* :doc:`ReduceSum <../operation-specs/reduction/reduce-sum-1>` +* :doc:`RegionYolo <../operation-specs/detection/region-yolo-1>` +* :doc:`ReorgYolo <../operation-specs/detection/reorg-yolo-1>` +* :doc:`Reshape <../operation-specs/shape/reshape-1>` +* :doc:`Result <../operation-specs/infrastructure/result-1>` +* :doc:`ReverseSequence <../operation-specs/movement/reverse-sequence-1>` +* :doc:`RNNCell <../operation-specs/sequence/rnn-cell-3>` +* :doc:`RNNSequence <../operation-specs/sequence/rnn-sequence-5>` +* :doc:`ROIAlign <../operation-specs/detection/roi-align-3>` +* :doc:`ROIPooling <../operation-specs/detection/roi-pooling-1>` +* :doc:`Roll <../operation-specs/movement/roll-7>` +* :doc:`Round <../operation-specs/arithmetic/round-5>` +* :doc:`ScatterElementsUpdate <../operation-specs/movement/scatter-elements-update-3>` +* :doc:`ScatterNDUpdate <../operation-specs/movement/scatter-nd-update-3>` +* :doc:`ScatterUpdate <../operation-specs/movement/scatter-update-3>` +* :doc:`Select <../operation-specs/condition/select-1>` +* :doc:`Selu <../operation-specs/activation/selu-1>` +* :doc:`ShapeOf <../operation-specs/shape/shape-of-3>` +* :doc:`ShuffleChannels <../operation-specs/movement/shuffle-channels-1>` +* :doc:`Sigmoid <../operation-specs/activation/sigmoid-1>` +* :doc:`Sign <../operation-specs/arithmetic/sign-1>` +* :doc:`Sin <../operation-specs/arithmetic/sin-1>` +* :doc:`Sinh <../operation-specs/arithmetic/sinh-1>` +* :doc:`SoftMax <../operation-specs/activation/softmax-1>` +* :doc:`SoftPlus <../operation-specs/activation/softplus-4>` +* :doc:`SpaceToBatch <../operation-specs/movement/space-to-batch-2>` +* :doc:`SpaceToDepth <../operation-specs/movement/space-to-depth-1>` +* :doc:`Split <../operation-specs/movement/split-1>` +* :doc:`Sqrt <../operation-specs/arithmetic/sqrt-1>` +* :doc:`SquaredDifference <../operation-specs/arithmetic/squared-difference-1>` +* :doc:`Squeeze <../operation-specs/shape/squeeze-1>` +* :doc:`StridedSlice <../operation-specs/movement/strided-slice-1>` +* :doc:`Subtract <../operation-specs/arithmetic/subtract-1>` +* :doc:`Swish <../operation-specs/activation/swish-4>` +* :doc:`Tan <../operation-specs/arithmetic/tan-1>` +* :doc:`Tanh <../operation-specs/arithmetic/tanh-1>` +* :doc:`TensorIterator <../operation-specs/infrastructure/tensor-iterator-1>` +* :doc:`Tile <../operation-specs/movement/tile-1>` +* :doc:`TopK <../operation-specs/sort/top-k-3>` +* :doc:`Transpose <../operation-specs/movement/transpose-1>` +* :doc:`Unsqueeze <../operation-specs/shape/unsqueeze-1>` +* :doc:`VariadicSplit <../operation-specs/movement/variadic-split-1>` diff --git a/docs/articles_en/documentation/openvino-ir-format/operation-sets/available-opsets/opset8.rst b/docs/articles_en/documentation/openvino-ir-format/operation-sets/available-opsets/opset8.rst index 938f1f92574173..cbf52e53a4dc95 100644 --- a/docs/articles_en/documentation/openvino-ir-format/operation-sets/available-opsets/opset8.rst +++ b/docs/articles_en/documentation/openvino-ir-format/operation-sets/available-opsets/opset8.rst @@ -19,172 +19,172 @@ declared in ``namespace opset8``. Table of Contents ################### -* :doc:`Abs <../operations-specifications/arithmetic/abs-1>` -* :doc:`Acos <../operations-specifications/arithmetic/acos-1>` -* :doc:`Acosh <../operations-specifications/arithmetic/acosh-3>` -* :doc:`AdaptiveAvgPool <../operations-specifications/pooling/adaptive-avg-pool-8>` -* :doc:`AdaptiveMaxPool <../operations-specifications/pooling/adaptive-max-pool-8>` -* :doc:`Add <../operations-specifications/arithmetic/add-1>` -* :doc:`Asin <../operations-specifications/arithmetic/asin-1>` -* :doc:`Asinh <../operations-specifications/arithmetic/asinh-3>` -* :doc:`Assign <../operations-specifications/infrastructure/assign-3>` -* :doc:`Atan <../operations-specifications/arithmetic/atan-1>` -* :doc:`Atanh <../operations-specifications/arithmetic/atanh-3>` -* :doc:`AvgPool <../operations-specifications/pooling/avg-pool-1>` -* :doc:`BatchNormInference <../operations-specifications/normalization/batch-norm-inference-5>` -* :doc:`BatchToSpace <../operations-specifications/movement/batch-to-space-2>` -* :doc:`BinaryConvolution <../operations-specifications/convolution/binary-convolution-1>` -* :doc:`Broadcast <../operations-specifications/movement/broadcast-3>` -* :doc:`Bucketize <../operations-specifications/condition/bucketize-3>` -* :doc:`CTCGreedyDecoder <../operations-specifications/sequence/ctc-greedy-decoder-1>` -* :doc:`CTCGreedyDecoderSeqLen <../operations-specifications/sequence/ctc-greedy-decoder-seq-len-6>` -* :doc:`CTCLoss <../operations-specifications/sequence/ctc-loss-4>` -* :doc:`Ceiling <../operations-specifications/arithmetic/ceiling-1>` -* :doc:`Clamp <../operations-specifications/activation/clamp-1>` -* :doc:`Concat <../operations-specifications/movement/concat-1>` -* :doc:`Constant <../operations-specifications/infrastructure/constant-1>` -* :doc:`Convert <../operations-specifications/type/convert-1>` -* :doc:`ConvertLike <../operations-specifications/type/convert-like-1>` -* :doc:`Convolution <../operations-specifications/convolution/convolution-1>` -* :doc:`ConvolutionBackpropData <../operations-specifications/convolution/convolution-backprop-data-1>` -* :doc:`Cos <../operations-specifications/arithmetic/cos-1>` -* :doc:`Cosh <../operations-specifications/arithmetic/cosh-1>` -* :doc:`CumSum <../operations-specifications/arithmetic/cumsum-3>` -* :doc:`DeformableConvolution <../operations-specifications/convolution/deformable-convolution-8>` -* :doc:`DeformablePSROIPooling <../operations-specifications/detection/deformable-psroi-pooling-1>` -* :doc:`DepthToSpace <../operations-specifications/movement/depth-to-space-1>` -* :doc:`DetectionOutput <../operations-specifications/detection/detectionoutput-8>` -* :doc:`DFT <../operations-specifications/signals/dft-7>` -* :doc:`Divide <../operations-specifications/arithmetic/divide-1>` -* :doc:`Einsum <../operations-specifications/matrix/einsum-7>` -* :doc:`Elu <../operations-specifications/activation/elu-1>` -* :doc:`EmbeddingBagOffsetsSum <../operations-specifications/sparse/embedding-bag-offsets-sum-3>` -* :doc:`EmbeddingBagPackedSum <../operations-specifications/sparse/embedding-bag-packed-sum-3>` -* :doc:`EmbeddingSegmentsSum <../operations-specifications/sparse/embedding-segments-sum-3>` -* :doc:`Equal <../operations-specifications/comparison/equal-1>` -* :doc:`Erf <../operations-specifications/arithmetic/erf-1>` -* :doc:`Exp <../operations-specifications/activation/exp-1>` -* :doc:`ExperimentalDetectronDetectionOutput_6 <../operations-specifications/detection/experimental-detectron-detection-output-6>` -* :doc:`ExperimentalDetectronGenerateProposalsSingleImage_6 <../operations-specifications/detection/experimental-detectron-generate-proposals-single-image-6>` -* :doc:`ExperimentalDetectronPriorGridGenerator_6 <../operations-specifications/detection/experimental-detectron-prior-grid-generator-6>` -* :doc:`ExperimentalDetectronROIFeatureExtractor_6 <../operations-specifications/detection/experimental-detectron-roi-feature-extractor-6>` -* :doc:`ExperimentalDetectronTopKROIs_6 <../operations-specifications/sort/experimental-detectron-top-krois-6>` -* :doc:`ExtractImagePatches <../operations-specifications/movement/extract-image-patches-3>` -* :doc:`FakeQuantize <../operations-specifications/quantization/fake-quantize-1>` -* :doc:`Floor <../operations-specifications/arithmetic/floor-1>` -* :doc:`FloorMod <../operations-specifications/arithmetic/floormod-1>` -* :doc:`Gather <../operations-specifications/movement/gather-8>` -* :doc:`GatherElements <../operations-specifications/movement/gather-elements-6>` -* :doc:`GatherND <../operations-specifications/movement/gather-nd-8>` -* :doc:`GatherTree <../operations-specifications/movement/gather-tree-1>` -* :doc:`Gelu <../operations-specifications/activation/gelu-7>` -* :doc:`Greater <../operations-specifications/comparison/greater-1>` -* :doc:`GreaterEqual <../operations-specifications/comparison/greater-equal-1>` -* :doc:`GRN <../operations-specifications/normalization/grn-1>` -* :doc:`GroupConvolution <../operations-specifications/convolution/group-convolution-1>` -* :doc:`GroupConvolutionBackpropData <../operations-specifications/convolution/group-convolution-backprop-data-1>` -* :doc:`GRUCell <../operations-specifications/sequence/gru-cell-3>` -* :doc:`GRUSequence <../operations-specifications/sequence/gru-sequence-5>` -* :doc:`HardSigmoid <../operations-specifications/activation/hard-sigmoid-1>` -* :doc:`HSigmoid <../operations-specifications/activation/hsigmoid-5>` -* :doc:`HSwish <../operations-specifications/activation/hswish-4>` -* :doc:`IDFT <../operations-specifications/signals/idft-7>` -* :doc:`I420toBGR <../operations-specifications/image/i420-to-bgr-8>` -* :doc:`I420toRGB <../operations-specifications/image/i420-to-rgb-8>` -* :doc:`If <../operations-specifications/condition/if-8>` -* :doc:`Interpolate <../operations-specifications/image/interpolate-4>` -* :doc:`Less <../operations-specifications/comparison/less-1>` -* :doc:`LessEqual <../operations-specifications/comparison/lessequal-1>` -* :doc:`Log <../operations-specifications/arithmetic/log-1>` -* :doc:`LogicalAnd <../operations-specifications/logical/logical-and-1>` -* :doc:`LogicalNot <../operations-specifications/logical/logical-not-1>` -* :doc:`LogicalOr <../operations-specifications/logical/logical-or-1>` -* :doc:`LogicalXor <../operations-specifications/logical/logical-xor-1>` -* :doc:`LogSoftmax <../operations-specifications/activation/log-soft-max-5>` -* :doc:`Loop <../operations-specifications/infrastructure/loop-5>` -* :doc:`LRN <../operations-specifications/normalization/lrn-1>` -* :doc:`LSTMCell <../operations-specifications/sequence/lstm-cell-1>` -* :doc:`LSTMSequence <../operations-specifications/sequence/lstm-sequence-1>` -* :doc:`MatMul <../operations-specifications/matrix/matmul-1>` -* :doc:`MatrixNMS <../operations-specifications/sort/matrix-non-max-suppression-8>` -* :doc:`MaxPool <../operations-specifications/pooling/max-pool-8>` -* :doc:`Maximum <../operations-specifications/arithmetic/maximum-1>` -* :doc:`Minimum <../operations-specifications/arithmetic/minimum-1>` -* :doc:`Mish <../operations-specifications/activation/mish-4>` -* :doc:`Mod <../operations-specifications/arithmetic/mod-1>` -* :doc:`MVN <../operations-specifications/normalization/mvn-6>` -* :doc:`MulticlassNMS <../operations-specifications/sort/multiclass-non-max-suppression-8>` -* :doc:`Multiply <../operations-specifications/arithmetic/multiply-1>` -* :doc:`Negative <../operations-specifications/arithmetic/negative-1>` -* :doc:`NonMaxSuppression <../operations-specifications/sort/no-max-suppression-5>` -* :doc:`NonZero <../operations-specifications/condition/nonzero-3>` -* :doc:`NormalizeL2 <../operations-specifications/normalization/normalize-l2-1>` -* :doc:`NotEqual <../operations-specifications/comparison/notequal-1>` -* :doc:`NV12toBGR <../operations-specifications/image/nv12-to-bgr-8>` -* :doc:`NV12toRGB <../operations-specifications/image/nv12-to-rgb-8>` -* :doc:`OneHot <../operations-specifications/sequence/one-hot-1>` -* :doc:`Pad <../operations-specifications/movement/pad-1>` -* :doc:`Parameter <../operations-specifications/infrastructure/parameter-1>` -* :doc:`Power <../operations-specifications/arithmetic/power-1>` -* :doc:`PReLU <../operations-specifications/activation/prelu-1>` -* :doc:`PriorBoxClustered <../operations-specifications/detection/prior-box-clustered-1>` -* :doc:`PriorBox <../operations-specifications/detection/prior-box-8>` -* :doc:`Proposal <../operations-specifications/detection/proposal-4>` -* :doc:`PSROIPooling <../operations-specifications/detection/psroi-pooling-1>` -* :doc:`RandomUniform <../operations-specifications/generation/random-uniform-8>` -* :doc:`Range <../operations-specifications/generation/range-4>` -* :doc:`ReLU <../operations-specifications/activation/relu-1>` -* :doc:`ReadValue <../operations-specifications/infrastructure/read-value-3>` -* :doc:`ReduceL1 <../operations-specifications/reduction/reduce-l1-4>` -* :doc:`ReduceL2 <../operations-specifications/reduction/reduce-l2-4>` -* :doc:`ReduceLogicalAnd <../operations-specifications/reduction/reduce-logical-and-1>` -* :doc:`ReduceLogicalOr <../operations-specifications/reduction/reduce-logical-or-1>` -* :doc:`ReduceMax <../operations-specifications/reduction/reduce-max-1>` -* :doc:`ReduceMean <../operations-specifications/reduction/reduce-mean-1>` -* :doc:`ReduceMin <../operations-specifications/reduction/reduce-min-1>` -* :doc:`ReduceProd <../operations-specifications/reduction/reduce-prod-1>` -* :doc:`ReduceSum <../operations-specifications/reduction/reduce-sum-1>` -* :doc:`RegionYolo <../operations-specifications/detection/region-yolo-1>` -* :doc:`ReorgYolo <../operations-specifications/detection/reorg-yolo-1>` -* :doc:`Reshape <../operations-specifications/shape/reshape-1>` -* :doc:`Result <../operations-specifications/infrastructure/result-1>` -* :doc:`ReverseSequence <../operations-specifications/movement/reverse-sequence-1>` -* :doc:`RNNCell <../operations-specifications/sequence/rnn-cell-3>` -* :doc:`RNNSequence <../operations-specifications/sequence/rnn-sequence-5>` -* :doc:`ROIAlign <../operations-specifications/detection/roi-align-3>` -* :doc:`ROIPooling <../operations-specifications/detection/roi-pooling-1>` -* :doc:`Roll <../operations-specifications/movement/roll-7>` -* :doc:`Round <../operations-specifications/arithmetic/round-5>` -* :doc:`ScatterElementsUpdate <../operations-specifications/movement/scatter-elements-update-3>` -* :doc:`ScatterNDUpdate <../operations-specifications/movement/scatter-nd-update-3>` -* :doc:`ScatterUpdate <../operations-specifications/movement/scatter-update-3>` -* :doc:`Select <../operations-specifications/condition/select-1>` -* :doc:`Selu <../operations-specifications/activation/selu-1>` -* :doc:`ShapeOf <../operations-specifications/shape/shape-of-3>` -* :doc:`ShuffleChannels <../operations-specifications/movement/shuffle-channels-1>` -* :doc:`Sigmoid <../operations-specifications/activation/sigmoid-1>` -* :doc:`Sign <../operations-specifications/arithmetic/sign-1>` -* :doc:`Sin <../operations-specifications/arithmetic/sin-1>` -* :doc:`Sinh <../operations-specifications/arithmetic/sinh-1>` -* :doc:`Slice <../operations-specifications/movement/slice-8>` -* :doc:`SoftMax <../operations-specifications/activation/softmax-8>` -* :doc:`SoftPlus <../operations-specifications/activation/softplus-4>` -* :doc:`SpaceToBatch <../operations-specifications/movement/space-to-batch-2>` -* :doc:`SpaceToDepth <../operations-specifications/movement/space-to-depth-1>` -* :doc:`Split <../operations-specifications/movement/split-1>` -* :doc:`Sqrt <../operations-specifications/arithmetic/sqrt-1>` -* :doc:`SquaredDifference <../operations-specifications/arithmetic/squared-difference-1>` -* :doc:`Squeeze <../operations-specifications/shape/squeeze-1>` -* :doc:`StridedSlice <../operations-specifications/movement/strided-slice-1>` -* :doc:`Subtract <../operations-specifications/arithmetic/subtract-1>` -* :doc:`Swish <../operations-specifications/activation/swish-4>` -* :doc:`Tan <../operations-specifications/arithmetic/tan-1>` -* :doc:`Tanh <../operations-specifications/arithmetic/tanh-1>` -* :doc:`TensorIterator <../operations-specifications/infrastructure/tensor-iterator-1>` -* :doc:`Tile <../operations-specifications/movement/tile-1>` -* :doc:`TopK <../operations-specifications/sort/top-k-3>` -* :doc:`Transpose <../operations-specifications/movement/transpose-1>` -* :doc:`Unsqueeze <../operations-specifications/shape/unsqueeze-1>` -* :doc:`VariadicSplit <../operations-specifications/movement/variadic-split-1>` +* :doc:`Abs <../operation-specs/arithmetic/abs-1>` +* :doc:`Acos <../operation-specs/arithmetic/acos-1>` +* :doc:`Acosh <../operation-specs/arithmetic/acosh-3>` +* :doc:`AdaptiveAvgPool <../operation-specs/pooling/adaptive-avg-pool-8>` +* :doc:`AdaptiveMaxPool <../operation-specs/pooling/adaptive-max-pool-8>` +* :doc:`Add <../operation-specs/arithmetic/add-1>` +* :doc:`Asin <../operation-specs/arithmetic/asin-1>` +* :doc:`Asinh <../operation-specs/arithmetic/asinh-3>` +* :doc:`Assign <../operation-specs/infrastructure/assign-3>` +* :doc:`Atan <../operation-specs/arithmetic/atan-1>` +* :doc:`Atanh <../operation-specs/arithmetic/atanh-3>` +* :doc:`AvgPool <../operation-specs/pooling/avg-pool-1>` +* :doc:`BatchNormInference <../operation-specs/normalization/batch-norm-inference-5>` +* :doc:`BatchToSpace <../operation-specs/movement/batch-to-space-2>` +* :doc:`BinaryConvolution <../operation-specs/convolution/binary-convolution-1>` +* :doc:`Broadcast <../operation-specs/movement/broadcast-3>` +* :doc:`Bucketize <../operation-specs/condition/bucketize-3>` +* :doc:`CTCGreedyDecoder <../operation-specs/sequence/ctc-greedy-decoder-1>` +* :doc:`CTCGreedyDecoderSeqLen <../operation-specs/sequence/ctc-greedy-decoder-seq-len-6>` +* :doc:`CTCLoss <../operation-specs/sequence/ctc-loss-4>` +* :doc:`Ceiling <../operation-specs/arithmetic/ceiling-1>` +* :doc:`Clamp <../operation-specs/activation/clamp-1>` +* :doc:`Concat <../operation-specs/movement/concat-1>` +* :doc:`Constant <../operation-specs/infrastructure/constant-1>` +* :doc:`Convert <../operation-specs/type/convert-1>` +* :doc:`ConvertLike <../operation-specs/type/convert-like-1>` +* :doc:`Convolution <../operation-specs/convolution/convolution-1>` +* :doc:`ConvolutionBackpropData <../operation-specs/convolution/convolution-backprop-data-1>` +* :doc:`Cos <../operation-specs/arithmetic/cos-1>` +* :doc:`Cosh <../operation-specs/arithmetic/cosh-1>` +* :doc:`CumSum <../operation-specs/arithmetic/cumsum-3>` +* :doc:`DeformableConvolution <../operation-specs/convolution/deformable-convolution-8>` +* :doc:`DeformablePSROIPooling <../operation-specs/detection/deformable-psroi-pooling-1>` +* :doc:`DepthToSpace <../operation-specs/movement/depth-to-space-1>` +* :doc:`DetectionOutput <../operation-specs/detection/detectionoutput-8>` +* :doc:`DFT <../operation-specs/signals/dft-7>` +* :doc:`Divide <../operation-specs/arithmetic/divide-1>` +* :doc:`Einsum <../operation-specs/matrix/einsum-7>` +* :doc:`Elu <../operation-specs/activation/elu-1>` +* :doc:`EmbeddingBagOffsetsSum <../operation-specs/sparse/embedding-bag-offsets-sum-3>` +* :doc:`EmbeddingBagPackedSum <../operation-specs/sparse/embedding-bag-packed-sum-3>` +* :doc:`EmbeddingSegmentsSum <../operation-specs/sparse/embedding-segments-sum-3>` +* :doc:`Equal <../operation-specs/comparison/equal-1>` +* :doc:`Erf <../operation-specs/arithmetic/erf-1>` +* :doc:`Exp <../operation-specs/activation/exp-1>` +* :doc:`ExperimentalDetectronDetectionOutput_6 <../operation-specs/detection/experimental-detectron-detection-output-6>` +* :doc:`ExperimentalDetectronGenerateProposalsSingleImage_6 <../operation-specs/detection/experimental-detectron-generate-proposals-single-image-6>` +* :doc:`ExperimentalDetectronPriorGridGenerator_6 <../operation-specs/detection/experimental-detectron-prior-grid-generator-6>` +* :doc:`ExperimentalDetectronROIFeatureExtractor_6 <../operation-specs/detection/experimental-detectron-roi-feature-extractor-6>` +* :doc:`ExperimentalDetectronTopKROIs_6 <../operation-specs/sort/experimental-detectron-top-krois-6>` +* :doc:`ExtractImagePatches <../operation-specs/movement/extract-image-patches-3>` +* :doc:`FakeQuantize <../operation-specs/quantization/fake-quantize-1>` +* :doc:`Floor <../operation-specs/arithmetic/floor-1>` +* :doc:`FloorMod <../operation-specs/arithmetic/floormod-1>` +* :doc:`Gather <../operation-specs/movement/gather-8>` +* :doc:`GatherElements <../operation-specs/movement/gather-elements-6>` +* :doc:`GatherND <../operation-specs/movement/gather-nd-8>` +* :doc:`GatherTree <../operation-specs/movement/gather-tree-1>` +* :doc:`Gelu <../operation-specs/activation/gelu-7>` +* :doc:`Greater <../operation-specs/comparison/greater-1>` +* :doc:`GreaterEqual <../operation-specs/comparison/greater-equal-1>` +* :doc:`GRN <../operation-specs/normalization/grn-1>` +* :doc:`GroupConvolution <../operation-specs/convolution/group-convolution-1>` +* :doc:`GroupConvolutionBackpropData <../operation-specs/convolution/group-convolution-backprop-data-1>` +* :doc:`GRUCell <../operation-specs/sequence/gru-cell-3>` +* :doc:`GRUSequence <../operation-specs/sequence/gru-sequence-5>` +* :doc:`HardSigmoid <../operation-specs/activation/hard-sigmoid-1>` +* :doc:`HSigmoid <../operation-specs/activation/hsigmoid-5>` +* :doc:`HSwish <../operation-specs/activation/hswish-4>` +* :doc:`IDFT <../operation-specs/signals/idft-7>` +* :doc:`I420toBGR <../operation-specs/image/i420-to-bgr-8>` +* :doc:`I420toRGB <../operation-specs/image/i420-to-rgb-8>` +* :doc:`If <../operation-specs/condition/if-8>` +* :doc:`Interpolate <../operation-specs/image/interpolate-4>` +* :doc:`Less <../operation-specs/comparison/less-1>` +* :doc:`LessEqual <../operation-specs/comparison/lessequal-1>` +* :doc:`Log <../operation-specs/arithmetic/log-1>` +* :doc:`LogicalAnd <../operation-specs/logical/logical-and-1>` +* :doc:`LogicalNot <../operation-specs/logical/logical-not-1>` +* :doc:`LogicalOr <../operation-specs/logical/logical-or-1>` +* :doc:`LogicalXor <../operation-specs/logical/logical-xor-1>` +* :doc:`LogSoftmax <../operation-specs/activation/log-soft-max-5>` +* :doc:`Loop <../operation-specs/infrastructure/loop-5>` +* :doc:`LRN <../operation-specs/normalization/lrn-1>` +* :doc:`LSTMCell <../operation-specs/sequence/lstm-cell-1>` +* :doc:`LSTMSequence <../operation-specs/sequence/lstm-sequence-1>` +* :doc:`MatMul <../operation-specs/matrix/matmul-1>` +* :doc:`MatrixNMS <../operation-specs/sort/matrix-non-max-suppression-8>` +* :doc:`MaxPool <../operation-specs/pooling/max-pool-8>` +* :doc:`Maximum <../operation-specs/arithmetic/maximum-1>` +* :doc:`Minimum <../operation-specs/arithmetic/minimum-1>` +* :doc:`Mish <../operation-specs/activation/mish-4>` +* :doc:`Mod <../operation-specs/arithmetic/mod-1>` +* :doc:`MVN <../operation-specs/normalization/mvn-6>` +* :doc:`MulticlassNMS <../operation-specs/sort/multiclass-non-max-suppression-8>` +* :doc:`Multiply <../operation-specs/arithmetic/multiply-1>` +* :doc:`Negative <../operation-specs/arithmetic/negative-1>` +* :doc:`NonMaxSuppression <../operation-specs/sort/no-max-suppression-5>` +* :doc:`NonZero <../operation-specs/condition/nonzero-3>` +* :doc:`NormalizeL2 <../operation-specs/normalization/normalize-l2-1>` +* :doc:`NotEqual <../operation-specs/comparison/notequal-1>` +* :doc:`NV12toBGR <../operation-specs/image/nv12-to-bgr-8>` +* :doc:`NV12toRGB <../operation-specs/image/nv12-to-rgb-8>` +* :doc:`OneHot <../operation-specs/sequence/one-hot-1>` +* :doc:`Pad <../operation-specs/movement/pad-1>` +* :doc:`Parameter <../operation-specs/infrastructure/parameter-1>` +* :doc:`Power <../operation-specs/arithmetic/power-1>` +* :doc:`PReLU <../operation-specs/activation/prelu-1>` +* :doc:`PriorBoxClustered <../operation-specs/detection/prior-box-clustered-1>` +* :doc:`PriorBox <../operation-specs/detection/prior-box-8>` +* :doc:`Proposal <../operation-specs/detection/proposal-4>` +* :doc:`PSROIPooling <../operation-specs/detection/psroi-pooling-1>` +* :doc:`RandomUniform <../operation-specs/generation/random-uniform-8>` +* :doc:`Range <../operation-specs/generation/range-4>` +* :doc:`ReLU <../operation-specs/activation/relu-1>` +* :doc:`ReadValue <../operation-specs/infrastructure/read-value-3>` +* :doc:`ReduceL1 <../operation-specs/reduction/reduce-l1-4>` +* :doc:`ReduceL2 <../operation-specs/reduction/reduce-l2-4>` +* :doc:`ReduceLogicalAnd <../operation-specs/reduction/reduce-logical-and-1>` +* :doc:`ReduceLogicalOr <../operation-specs/reduction/reduce-logical-or-1>` +* :doc:`ReduceMax <../operation-specs/reduction/reduce-max-1>` +* :doc:`ReduceMean <../operation-specs/reduction/reduce-mean-1>` +* :doc:`ReduceMin <../operation-specs/reduction/reduce-min-1>` +* :doc:`ReduceProd <../operation-specs/reduction/reduce-prod-1>` +* :doc:`ReduceSum <../operation-specs/reduction/reduce-sum-1>` +* :doc:`RegionYolo <../operation-specs/detection/region-yolo-1>` +* :doc:`ReorgYolo <../operation-specs/detection/reorg-yolo-1>` +* :doc:`Reshape <../operation-specs/shape/reshape-1>` +* :doc:`Result <../operation-specs/infrastructure/result-1>` +* :doc:`ReverseSequence <../operation-specs/movement/reverse-sequence-1>` +* :doc:`RNNCell <../operation-specs/sequence/rnn-cell-3>` +* :doc:`RNNSequence <../operation-specs/sequence/rnn-sequence-5>` +* :doc:`ROIAlign <../operation-specs/detection/roi-align-3>` +* :doc:`ROIPooling <../operation-specs/detection/roi-pooling-1>` +* :doc:`Roll <../operation-specs/movement/roll-7>` +* :doc:`Round <../operation-specs/arithmetic/round-5>` +* :doc:`ScatterElementsUpdate <../operation-specs/movement/scatter-elements-update-3>` +* :doc:`ScatterNDUpdate <../operation-specs/movement/scatter-nd-update-3>` +* :doc:`ScatterUpdate <../operation-specs/movement/scatter-update-3>` +* :doc:`Select <../operation-specs/condition/select-1>` +* :doc:`Selu <../operation-specs/activation/selu-1>` +* :doc:`ShapeOf <../operation-specs/shape/shape-of-3>` +* :doc:`ShuffleChannels <../operation-specs/movement/shuffle-channels-1>` +* :doc:`Sigmoid <../operation-specs/activation/sigmoid-1>` +* :doc:`Sign <../operation-specs/arithmetic/sign-1>` +* :doc:`Sin <../operation-specs/arithmetic/sin-1>` +* :doc:`Sinh <../operation-specs/arithmetic/sinh-1>` +* :doc:`Slice <../operation-specs/movement/slice-8>` +* :doc:`SoftMax <../operation-specs/activation/softmax-8>` +* :doc:`SoftPlus <../operation-specs/activation/softplus-4>` +* :doc:`SpaceToBatch <../operation-specs/movement/space-to-batch-2>` +* :doc:`SpaceToDepth <../operation-specs/movement/space-to-depth-1>` +* :doc:`Split <../operation-specs/movement/split-1>` +* :doc:`Sqrt <../operation-specs/arithmetic/sqrt-1>` +* :doc:`SquaredDifference <../operation-specs/arithmetic/squared-difference-1>` +* :doc:`Squeeze <../operation-specs/shape/squeeze-1>` +* :doc:`StridedSlice <../operation-specs/movement/strided-slice-1>` +* :doc:`Subtract <../operation-specs/arithmetic/subtract-1>` +* :doc:`Swish <../operation-specs/activation/swish-4>` +* :doc:`Tan <../operation-specs/arithmetic/tan-1>` +* :doc:`Tanh <../operation-specs/arithmetic/tanh-1>` +* :doc:`TensorIterator <../operation-specs/infrastructure/tensor-iterator-1>` +* :doc:`Tile <../operation-specs/movement/tile-1>` +* :doc:`TopK <../operation-specs/sort/top-k-3>` +* :doc:`Transpose <../operation-specs/movement/transpose-1>` +* :doc:`Unsqueeze <../operation-specs/shape/unsqueeze-1>` +* :doc:`VariadicSplit <../operation-specs/movement/variadic-split-1>` diff --git a/docs/articles_en/documentation/openvino-ir-format/operation-sets/available-opsets/opset9.rst b/docs/articles_en/documentation/openvino-ir-format/operation-sets/available-opsets/opset9.rst index 1210ab7088432b..70ba9a6fa10757 100644 --- a/docs/articles_en/documentation/openvino-ir-format/operation-sets/available-opsets/opset9.rst +++ b/docs/articles_en/documentation/openvino-ir-format/operation-sets/available-opsets/opset9.rst @@ -19,177 +19,177 @@ declared in ``namespace opset9``. Table of Contents ###################### -* :doc:`Abs <../operations-specifications/arithmetic/abs-1>` -* :doc:`Acos <../operations-specifications/arithmetic/acos-1>` -* :doc:`Acosh <../operations-specifications/arithmetic/acosh-3>` -* :doc:`AdaptiveAvgPool <../operations-specifications/pooling/adaptive-avg-pool-8>` -* :doc:`AdaptiveMaxPool <../operations-specifications/pooling/adaptive-max-pool-8>` -* :doc:`Add <../operations-specifications/arithmetic/add-1>` -* :doc:`Asin <../operations-specifications/arithmetic/asin-1>` -* :doc:`Asinh <../operations-specifications/arithmetic/asinh-3>` -* :doc:`Assign <../operations-specifications/infrastructure/assign-3>` -* :doc:`Atan <../operations-specifications/arithmetic/atan-1>` -* :doc:`Atanh <../operations-specifications/arithmetic/atanh-3>` -* :doc:`AvgPool <../operations-specifications/pooling/avg-pool-1>` -* :doc:`BatchNormInference <../operations-specifications/normalization/batch-norm-inference-5>` -* :doc:`BatchToSpace <../operations-specifications/movement/batch-to-space-2>` -* :doc:`BinaryConvolution <../operations-specifications/convolution/binary-convolution-1>` -* :doc:`Broadcast <../operations-specifications/movement/broadcast-3>` -* :doc:`Bucketize <../operations-specifications/condition/bucketize-3>` -* :doc:`CTCGreedyDecoder <../operations-specifications/sequence/ctc-greedy-decoder-1>` -* :doc:`CTCGreedyDecoderSeqLen <../operations-specifications/sequence/ctc-greedy-decoder-seq-len-6>` -* :doc:`CTCLoss <../operations-specifications/sequence/ctc-loss-4>` -* :doc:`Ceiling <../operations-specifications/arithmetic/ceiling-1>` -* :doc:`Clamp <../operations-specifications/activation/clamp-1>` -* :doc:`Concat <../operations-specifications/movement/concat-1>` -* :doc:`Constant <../operations-specifications/infrastructure/constant-1>` -* :doc:`Convert <../operations-specifications/type/convert-1>` -* :doc:`ConvertLike <../operations-specifications/type/convert-like-1>` -* :doc:`Convolution <../operations-specifications/convolution/convolution-1>` -* :doc:`ConvolutionBackpropData <../operations-specifications/convolution/convolution-backprop-data-1>` -* :doc:`Cos <../operations-specifications/arithmetic/cos-1>` -* :doc:`Cosh <../operations-specifications/arithmetic/cosh-1>` -* :doc:`CumSum <../operations-specifications/arithmetic/cumsum-3>` -* :doc:`DeformableConvolution <../operations-specifications/convolution/deformable-convolution-8>` -* :doc:`DeformablePSROIPooling <../operations-specifications/detection/deformable-psroi-pooling-1>` -* :doc:`DepthToSpace <../operations-specifications/movement/depth-to-space-1>` -* :doc:`DetectionOutput <../operations-specifications/detection/detectionoutput-8>` -* :doc:`DFT <../operations-specifications/signals/dft-7>` -* :doc:`Divide <../operations-specifications/arithmetic/divide-1>` -* :doc:`Einsum <../operations-specifications/matrix/einsum-7>` -* :doc:`Elu <../operations-specifications/activation/elu-1>` -* :doc:`EmbeddingBagOffsetsSum <../operations-specifications/sparse/embedding-bag-offsets-sum-3>` -* :doc:`EmbeddingBagPackedSum <../operations-specifications/sparse/embedding-bag-packed-sum-3>` -* :doc:`EmbeddingSegmentsSum <../operations-specifications/sparse/embedding-segments-sum-3>` -* :doc:`Equal <../operations-specifications/comparison/equal-1>` -* :doc:`Erf <../operations-specifications/arithmetic/erf-1>` -* :doc:`Exp <../operations-specifications/activation/exp-1>` -* :doc:`ExperimentalDetectronDetectionOutput_6 <../operations-specifications/detection/experimental-detectron-detection-output-6>` -* :doc:`ExperimentalDetectronGenerateProposalsSingleImage_6 <../operations-specifications/detection/experimental-detectron-generate-proposals-single-image-6>` -* :doc:`ExperimentalDetectronPriorGridGenerator_6 <../operations-specifications/detection/experimental-detectron-prior-grid-generator-6>` -* :doc:`ExperimentalDetectronROIFeatureExtractor_6 <../operations-specifications/detection/experimental-detectron-roi-feature-extractor-6>` -* :doc:`ExperimentalDetectronTopKROIs_6 <../operations-specifications/sort/experimental-detectron-top-krois-6>` -* :doc:`ExtractImagePatches <../operations-specifications/movement/extract-image-patches-3>` -* :doc:`Eye <../operations-specifications/generation/eye-9>` -* :doc:`FakeQuantize <../operations-specifications/quantization/fake-quantize-1>` -* :doc:`Floor <../operations-specifications/arithmetic/floor-1>` -* :doc:`FloorMod <../operations-specifications/arithmetic/floormod-1>` -* :doc:`Gather <../operations-specifications/movement/gather-8>` -* :doc:`GatherElements <../operations-specifications/movement/gather-elements-6>` -* :doc:`GatherND <../operations-specifications/movement/gather-nd-8>` -* :doc:`GatherTree <../operations-specifications/movement/gather-tree-1>` -* :doc:`Gelu <../operations-specifications/activation/gelu-7>` -* :doc:`GenerateProposals <../operations-specifications/detection/generate-proposals-9>` -* :doc:`Greater <../operations-specifications/comparison/greater-1>` -* :doc:`GreaterEqual <../operations-specifications/comparison/greater-equal-1>` -* :doc:`GridSample <../operations-specifications/image/grid-sample-9>` -* :doc:`GRN <../operations-specifications/normalization/grn-1>` -* :doc:`GroupConvolution <../operations-specifications/convolution/group-convolution-1>` -* :doc:`GroupConvolutionBackpropData <../operations-specifications/convolution/group-convolution-backprop-data-1>` -* :doc:`GRUCell <../operations-specifications/sequence/gru-cell-3>` -* :doc:`GRUSequence <../operations-specifications/sequence/gru-sequence-5>` -* :doc:`HardSigmoid <../operations-specifications/activation/hard-sigmoid-1>` -* :doc:`HSigmoid <../operations-specifications/activation/hsigmoid-5>` -* :doc:`HSwish <../operations-specifications/activation/hswish-4>` -* :doc:`IDFT <../operations-specifications/signals/idft-7>` -* :doc:`I420toBGR <../operations-specifications/image/i420-to-bgr-8>` -* :doc:`I420toRGB <../operations-specifications/image/i420-to-rgb-8>` -* :doc:`If <../operations-specifications/condition/if-8>` -* :doc:`Interpolate <../operations-specifications/image/interpolate-4>` -* :doc:`IRDFT <../operations-specifications/signals/irdft-9>` -* :doc:`Less <../operations-specifications/comparison/less-1>` -* :doc:`LessEqual <../operations-specifications/comparison/lessequal-1>` -* :doc:`Log <../operations-specifications/arithmetic/log-1>` -* :doc:`LogicalAnd <../operations-specifications/logical/logical-and-1>` -* :doc:`LogicalNot <../operations-specifications/logical/logical-not-1>` -* :doc:`LogicalOr <../operations-specifications/logical/logical-or-1>` -* :doc:`LogicalXor <../operations-specifications/logical/logical-xor-1>` -* :doc:`LogSoftmax <../operations-specifications/activation/log-soft-max-5>` -* :doc:`Loop <../operations-specifications/infrastructure/loop-5>` -* :doc:`LRN <../operations-specifications/normalization/lrn-1>` -* :doc:`LSTMCell <../operations-specifications/sequence/lstm-cell-1>` -* :doc:`LSTMSequence <../operations-specifications/sequence/lstm-sequence-1>` -* :doc:`MatMul <../operations-specifications/matrix/matmul-1>` -* :doc:`MatrixNMS <../operations-specifications/sort/matrix-non-max-suppression-8>` -* :doc:`MaxPool <../operations-specifications/pooling/max-pool-8>` -* :doc:`Maximum <../operations-specifications/arithmetic/maximum-1>` -* :doc:`Minimum <../operations-specifications/arithmetic/minimum-1>` -* :doc:`Mish <../operations-specifications/activation/mish-4>` -* :doc:`Mod <../operations-specifications/arithmetic/mod-1>` -* :doc:`MVN <../operations-specifications/normalization/mvn-6>` -* :doc:`MulticlassNMS <../operations-specifications/sort/multiclass-non-max-suppression-9>` -* :doc:`Multiply <../operations-specifications/arithmetic/multiply-1>` -* :doc:`Negative <../operations-specifications/arithmetic/negative-1>` -* :doc:`NonMaxSuppression <../operations-specifications/sort/no-max-suppression-5>` -* :doc:`NonZero <../operations-specifications/condition/nonzero-3>` -* :doc:`NormalizeL2 <../operations-specifications/normalization/normalize-l2-1>` -* :doc:`NotEqual <../operations-specifications/comparison/notequal-1>` -* :doc:`NV12toBGR <../operations-specifications/image/nv12-to-bgr-8>` -* :doc:`NV12toRGB <../operations-specifications/image/nv12-to-rgb-8>` -* :doc:`OneHot <../operations-specifications/sequence/one-hot-1>` -* :doc:`Pad <../operations-specifications/movement/pad-1>` -* :doc:`Parameter <../operations-specifications/infrastructure/parameter-1>` -* :doc:`Power <../operations-specifications/arithmetic/power-1>` -* :doc:`PReLU <../operations-specifications/activation/prelu-1>` -* :doc:`PriorBoxClustered <../operations-specifications/detection/prior-box-clustered-1>` -* :doc:`PriorBox <../operations-specifications/detection/prior-box-8>` -* :doc:`Proposal <../operations-specifications/detection/proposal-4>` -* :doc:`PSROIPooling <../operations-specifications/detection/psroi-pooling-1>` -* :doc:`RandomUniform <../operations-specifications/generation/random-uniform-8>` -* :doc:`Range <../operations-specifications/generation/range-4>` -* :doc:`RDFT <../operations-specifications/signals/rdft-9>` -* :doc:`ReLU <../operations-specifications/activation/relu-1>` -* :doc:`ReadValue <../operations-specifications/infrastructure/read-value-3>` -* :doc:`ReduceL1 <../operations-specifications/reduction/reduce-l1-4>` -* :doc:`ReduceL2 <../operations-specifications/reduction/reduce-l2-4>` -* :doc:`ReduceLogicalAnd <../operations-specifications/reduction/reduce-logical-and-1>` -* :doc:`ReduceLogicalOr <../operations-specifications/reduction/reduce-logical-or-1>` -* :doc:`ReduceMax <../operations-specifications/reduction/reduce-max-1>` -* :doc:`ReduceMean <../operations-specifications/reduction/reduce-mean-1>` -* :doc:`ReduceMin <../operations-specifications/reduction/reduce-min-1>` -* :doc:`ReduceProd <../operations-specifications/reduction/reduce-prod-1>` -* :doc:`ReduceSum <../operations-specifications/reduction/reduce-sum-1>` -* :doc:`RegionYolo <../operations-specifications/detection/region-yolo-1>` -* :doc:`ReorgYolo <../operations-specifications/detection/reorg-yolo-1>` -* :doc:`Reshape <../operations-specifications/shape/reshape-1>` -* :doc:`Result <../operations-specifications/infrastructure/result-1>` -* :doc:`ReverseSequence <../operations-specifications/movement/reverse-sequence-1>` -* :doc:`RNNCell <../operations-specifications/sequence/rnn-cell-3>` -* :doc:`RNNSequence <../operations-specifications/sequence/rnn-sequence-5>` -* :doc:`ROIAlign <../operations-specifications/detection/roi-align-9>` -* :doc:`ROIPooling <../operations-specifications/detection/roi-pooling-1>` -* :doc:`Roll <../operations-specifications/movement/roll-7>` -* :doc:`Round <../operations-specifications/arithmetic/round-5>` -* :doc:`ScatterElementsUpdate <../operations-specifications/movement/scatter-elements-update-3>` -* :doc:`ScatterNDUpdate <../operations-specifications/movement/scatter-nd-update-3>` -* :doc:`ScatterUpdate <../operations-specifications/movement/scatter-update-3>` -* :doc:`Select <../operations-specifications/condition/select-1>` -* :doc:`Selu <../operations-specifications/activation/selu-1>` -* :doc:`ShapeOf <../operations-specifications/shape/shape-of-3>` -* :doc:`ShuffleChannels <../operations-specifications/movement/shuffle-channels-1>` -* :doc:`Sigmoid <../operations-specifications/activation/sigmoid-1>` -* :doc:`Sign <../operations-specifications/arithmetic/sign-1>` -* :doc:`Sin <../operations-specifications/arithmetic/sin-1>` -* :doc:`Sinh <../operations-specifications/arithmetic/sinh-1>` -* :doc:`Slice <../operations-specifications/movement/slice-8>` -* :doc:`SoftMax <../operations-specifications/activation/softmax-8>` -* :doc:`SoftPlus <../operations-specifications/activation/softplus-4>` -* :doc:`SoftSign <../operations-specifications/activation/softsign-9>` -* :doc:`SpaceToBatch <../operations-specifications/movement/space-to-batch-2>` -* :doc:`SpaceToDepth <../operations-specifications/movement/space-to-depth-1>` -* :doc:`Split <../operations-specifications/movement/split-1>` -* :doc:`Sqrt <../operations-specifications/arithmetic/sqrt-1>` -* :doc:`SquaredDifference <../operations-specifications/arithmetic/squared-difference-1>` -* :doc:`Squeeze <../operations-specifications/shape/squeeze-1>` -* :doc:`StridedSlice <../operations-specifications/movement/strided-slice-1>` -* :doc:`Subtract <../operations-specifications/arithmetic/subtract-1>` -* :doc:`Swish <../operations-specifications/activation/swish-4>` -* :doc:`Tan <../operations-specifications/arithmetic/tan-1>` -* :doc:`Tanh <../operations-specifications/arithmetic/tanh-1>` -* :doc:`TensorIterator <../operations-specifications/infrastructure/tensor-iterator-1>` -* :doc:`Tile <../operations-specifications/movement/tile-1>` -* :doc:`TopK <../operations-specifications/sort/top-k-3>` -* :doc:`Transpose <../operations-specifications/movement/transpose-1>` -* :doc:`Unsqueeze <../operations-specifications/shape/unsqueeze-1>` -* :doc:`VariadicSplit <../operations-specifications/movement/variadic-split-1>` +* :doc:`Abs <../operation-specs/arithmetic/abs-1>` +* :doc:`Acos <../operation-specs/arithmetic/acos-1>` +* :doc:`Acosh <../operation-specs/arithmetic/acosh-3>` +* :doc:`AdaptiveAvgPool <../operation-specs/pooling/adaptive-avg-pool-8>` +* :doc:`AdaptiveMaxPool <../operation-specs/pooling/adaptive-max-pool-8>` +* :doc:`Add <../operation-specs/arithmetic/add-1>` +* :doc:`Asin <../operation-specs/arithmetic/asin-1>` +* :doc:`Asinh <../operation-specs/arithmetic/asinh-3>` +* :doc:`Assign <../operation-specs/infrastructure/assign-3>` +* :doc:`Atan <../operation-specs/arithmetic/atan-1>` +* :doc:`Atanh <../operation-specs/arithmetic/atanh-3>` +* :doc:`AvgPool <../operation-specs/pooling/avg-pool-1>` +* :doc:`BatchNormInference <../operation-specs/normalization/batch-norm-inference-5>` +* :doc:`BatchToSpace <../operation-specs/movement/batch-to-space-2>` +* :doc:`BinaryConvolution <../operation-specs/convolution/binary-convolution-1>` +* :doc:`Broadcast <../operation-specs/movement/broadcast-3>` +* :doc:`Bucketize <../operation-specs/condition/bucketize-3>` +* :doc:`CTCGreedyDecoder <../operation-specs/sequence/ctc-greedy-decoder-1>` +* :doc:`CTCGreedyDecoderSeqLen <../operation-specs/sequence/ctc-greedy-decoder-seq-len-6>` +* :doc:`CTCLoss <../operation-specs/sequence/ctc-loss-4>` +* :doc:`Ceiling <../operation-specs/arithmetic/ceiling-1>` +* :doc:`Clamp <../operation-specs/activation/clamp-1>` +* :doc:`Concat <../operation-specs/movement/concat-1>` +* :doc:`Constant <../operation-specs/infrastructure/constant-1>` +* :doc:`Convert <../operation-specs/type/convert-1>` +* :doc:`ConvertLike <../operation-specs/type/convert-like-1>` +* :doc:`Convolution <../operation-specs/convolution/convolution-1>` +* :doc:`ConvolutionBackpropData <../operation-specs/convolution/convolution-backprop-data-1>` +* :doc:`Cos <../operation-specs/arithmetic/cos-1>` +* :doc:`Cosh <../operation-specs/arithmetic/cosh-1>` +* :doc:`CumSum <../operation-specs/arithmetic/cumsum-3>` +* :doc:`DeformableConvolution <../operation-specs/convolution/deformable-convolution-8>` +* :doc:`DeformablePSROIPooling <../operation-specs/detection/deformable-psroi-pooling-1>` +* :doc:`DepthToSpace <../operation-specs/movement/depth-to-space-1>` +* :doc:`DetectionOutput <../operation-specs/detection/detectionoutput-8>` +* :doc:`DFT <../operation-specs/signals/dft-7>` +* :doc:`Divide <../operation-specs/arithmetic/divide-1>` +* :doc:`Einsum <../operation-specs/matrix/einsum-7>` +* :doc:`Elu <../operation-specs/activation/elu-1>` +* :doc:`EmbeddingBagOffsetsSum <../operation-specs/sparse/embedding-bag-offsets-sum-3>` +* :doc:`EmbeddingBagPackedSum <../operation-specs/sparse/embedding-bag-packed-sum-3>` +* :doc:`EmbeddingSegmentsSum <../operation-specs/sparse/embedding-segments-sum-3>` +* :doc:`Equal <../operation-specs/comparison/equal-1>` +* :doc:`Erf <../operation-specs/arithmetic/erf-1>` +* :doc:`Exp <../operation-specs/activation/exp-1>` +* :doc:`ExperimentalDetectronDetectionOutput_6 <../operation-specs/detection/experimental-detectron-detection-output-6>` +* :doc:`ExperimentalDetectronGenerateProposalsSingleImage_6 <../operation-specs/detection/experimental-detectron-generate-proposals-single-image-6>` +* :doc:`ExperimentalDetectronPriorGridGenerator_6 <../operation-specs/detection/experimental-detectron-prior-grid-generator-6>` +* :doc:`ExperimentalDetectronROIFeatureExtractor_6 <../operation-specs/detection/experimental-detectron-roi-feature-extractor-6>` +* :doc:`ExperimentalDetectronTopKROIs_6 <../operation-specs/sort/experimental-detectron-top-krois-6>` +* :doc:`ExtractImagePatches <../operation-specs/movement/extract-image-patches-3>` +* :doc:`Eye <../operation-specs/generation/eye-9>` +* :doc:`FakeQuantize <../operation-specs/quantization/fake-quantize-1>` +* :doc:`Floor <../operation-specs/arithmetic/floor-1>` +* :doc:`FloorMod <../operation-specs/arithmetic/floormod-1>` +* :doc:`Gather <../operation-specs/movement/gather-8>` +* :doc:`GatherElements <../operation-specs/movement/gather-elements-6>` +* :doc:`GatherND <../operation-specs/movement/gather-nd-8>` +* :doc:`GatherTree <../operation-specs/movement/gather-tree-1>` +* :doc:`Gelu <../operation-specs/activation/gelu-7>` +* :doc:`GenerateProposals <../operation-specs/detection/generate-proposals-9>` +* :doc:`Greater <../operation-specs/comparison/greater-1>` +* :doc:`GreaterEqual <../operation-specs/comparison/greater-equal-1>` +* :doc:`GridSample <../operation-specs/image/grid-sample-9>` +* :doc:`GRN <../operation-specs/normalization/grn-1>` +* :doc:`GroupConvolution <../operation-specs/convolution/group-convolution-1>` +* :doc:`GroupConvolutionBackpropData <../operation-specs/convolution/group-convolution-backprop-data-1>` +* :doc:`GRUCell <../operation-specs/sequence/gru-cell-3>` +* :doc:`GRUSequence <../operation-specs/sequence/gru-sequence-5>` +* :doc:`HardSigmoid <../operation-specs/activation/hard-sigmoid-1>` +* :doc:`HSigmoid <../operation-specs/activation/hsigmoid-5>` +* :doc:`HSwish <../operation-specs/activation/hswish-4>` +* :doc:`IDFT <../operation-specs/signals/idft-7>` +* :doc:`I420toBGR <../operation-specs/image/i420-to-bgr-8>` +* :doc:`I420toRGB <../operation-specs/image/i420-to-rgb-8>` +* :doc:`If <../operation-specs/condition/if-8>` +* :doc:`Interpolate <../operation-specs/image/interpolate-4>` +* :doc:`IRDFT <../operation-specs/signals/irdft-9>` +* :doc:`Less <../operation-specs/comparison/less-1>` +* :doc:`LessEqual <../operation-specs/comparison/lessequal-1>` +* :doc:`Log <../operation-specs/arithmetic/log-1>` +* :doc:`LogicalAnd <../operation-specs/logical/logical-and-1>` +* :doc:`LogicalNot <../operation-specs/logical/logical-not-1>` +* :doc:`LogicalOr <../operation-specs/logical/logical-or-1>` +* :doc:`LogicalXor <../operation-specs/logical/logical-xor-1>` +* :doc:`LogSoftmax <../operation-specs/activation/log-soft-max-5>` +* :doc:`Loop <../operation-specs/infrastructure/loop-5>` +* :doc:`LRN <../operation-specs/normalization/lrn-1>` +* :doc:`LSTMCell <../operation-specs/sequence/lstm-cell-1>` +* :doc:`LSTMSequence <../operation-specs/sequence/lstm-sequence-1>` +* :doc:`MatMul <../operation-specs/matrix/matmul-1>` +* :doc:`MatrixNMS <../operation-specs/sort/matrix-non-max-suppression-8>` +* :doc:`MaxPool <../operation-specs/pooling/max-pool-8>` +* :doc:`Maximum <../operation-specs/arithmetic/maximum-1>` +* :doc:`Minimum <../operation-specs/arithmetic/minimum-1>` +* :doc:`Mish <../operation-specs/activation/mish-4>` +* :doc:`Mod <../operation-specs/arithmetic/mod-1>` +* :doc:`MVN <../operation-specs/normalization/mvn-6>` +* :doc:`MulticlassNMS <../operation-specs/sort/multiclass-non-max-suppression-9>` +* :doc:`Multiply <../operation-specs/arithmetic/multiply-1>` +* :doc:`Negative <../operation-specs/arithmetic/negative-1>` +* :doc:`NonMaxSuppression <../operation-specs/sort/no-max-suppression-5>` +* :doc:`NonZero <../operation-specs/condition/nonzero-3>` +* :doc:`NormalizeL2 <../operation-specs/normalization/normalize-l2-1>` +* :doc:`NotEqual <../operation-specs/comparison/notequal-1>` +* :doc:`NV12toBGR <../operation-specs/image/nv12-to-bgr-8>` +* :doc:`NV12toRGB <../operation-specs/image/nv12-to-rgb-8>` +* :doc:`OneHot <../operation-specs/sequence/one-hot-1>` +* :doc:`Pad <../operation-specs/movement/pad-1>` +* :doc:`Parameter <../operation-specs/infrastructure/parameter-1>` +* :doc:`Power <../operation-specs/arithmetic/power-1>` +* :doc:`PReLU <../operation-specs/activation/prelu-1>` +* :doc:`PriorBoxClustered <../operation-specs/detection/prior-box-clustered-1>` +* :doc:`PriorBox <../operation-specs/detection/prior-box-8>` +* :doc:`Proposal <../operation-specs/detection/proposal-4>` +* :doc:`PSROIPooling <../operation-specs/detection/psroi-pooling-1>` +* :doc:`RandomUniform <../operation-specs/generation/random-uniform-8>` +* :doc:`Range <../operation-specs/generation/range-4>` +* :doc:`RDFT <../operation-specs/signals/rdft-9>` +* :doc:`ReLU <../operation-specs/activation/relu-1>` +* :doc:`ReadValue <../operation-specs/infrastructure/read-value-3>` +* :doc:`ReduceL1 <../operation-specs/reduction/reduce-l1-4>` +* :doc:`ReduceL2 <../operation-specs/reduction/reduce-l2-4>` +* :doc:`ReduceLogicalAnd <../operation-specs/reduction/reduce-logical-and-1>` +* :doc:`ReduceLogicalOr <../operation-specs/reduction/reduce-logical-or-1>` +* :doc:`ReduceMax <../operation-specs/reduction/reduce-max-1>` +* :doc:`ReduceMean <../operation-specs/reduction/reduce-mean-1>` +* :doc:`ReduceMin <../operation-specs/reduction/reduce-min-1>` +* :doc:`ReduceProd <../operation-specs/reduction/reduce-prod-1>` +* :doc:`ReduceSum <../operation-specs/reduction/reduce-sum-1>` +* :doc:`RegionYolo <../operation-specs/detection/region-yolo-1>` +* :doc:`ReorgYolo <../operation-specs/detection/reorg-yolo-1>` +* :doc:`Reshape <../operation-specs/shape/reshape-1>` +* :doc:`Result <../operation-specs/infrastructure/result-1>` +* :doc:`ReverseSequence <../operation-specs/movement/reverse-sequence-1>` +* :doc:`RNNCell <../operation-specs/sequence/rnn-cell-3>` +* :doc:`RNNSequence <../operation-specs/sequence/rnn-sequence-5>` +* :doc:`ROIAlign <../operation-specs/detection/roi-align-9>` +* :doc:`ROIPooling <../operation-specs/detection/roi-pooling-1>` +* :doc:`Roll <../operation-specs/movement/roll-7>` +* :doc:`Round <../operation-specs/arithmetic/round-5>` +* :doc:`ScatterElementsUpdate <../operation-specs/movement/scatter-elements-update-3>` +* :doc:`ScatterNDUpdate <../operation-specs/movement/scatter-nd-update-3>` +* :doc:`ScatterUpdate <../operation-specs/movement/scatter-update-3>` +* :doc:`Select <../operation-specs/condition/select-1>` +* :doc:`Selu <../operation-specs/activation/selu-1>` +* :doc:`ShapeOf <../operation-specs/shape/shape-of-3>` +* :doc:`ShuffleChannels <../operation-specs/movement/shuffle-channels-1>` +* :doc:`Sigmoid <../operation-specs/activation/sigmoid-1>` +* :doc:`Sign <../operation-specs/arithmetic/sign-1>` +* :doc:`Sin <../operation-specs/arithmetic/sin-1>` +* :doc:`Sinh <../operation-specs/arithmetic/sinh-1>` +* :doc:`Slice <../operation-specs/movement/slice-8>` +* :doc:`SoftMax <../operation-specs/activation/softmax-8>` +* :doc:`SoftPlus <../operation-specs/activation/softplus-4>` +* :doc:`SoftSign <../operation-specs/activation/softsign-9>` +* :doc:`SpaceToBatch <../operation-specs/movement/space-to-batch-2>` +* :doc:`SpaceToDepth <../operation-specs/movement/space-to-depth-1>` +* :doc:`Split <../operation-specs/movement/split-1>` +* :doc:`Sqrt <../operation-specs/arithmetic/sqrt-1>` +* :doc:`SquaredDifference <../operation-specs/arithmetic/squared-difference-1>` +* :doc:`Squeeze <../operation-specs/shape/squeeze-1>` +* :doc:`StridedSlice <../operation-specs/movement/strided-slice-1>` +* :doc:`Subtract <../operation-specs/arithmetic/subtract-1>` +* :doc:`Swish <../operation-specs/activation/swish-4>` +* :doc:`Tan <../operation-specs/arithmetic/tan-1>` +* :doc:`Tanh <../operation-specs/arithmetic/tanh-1>` +* :doc:`TensorIterator <../operation-specs/infrastructure/tensor-iterator-1>` +* :doc:`Tile <../operation-specs/movement/tile-1>` +* :doc:`TopK <../operation-specs/sort/top-k-3>` +* :doc:`Transpose <../operation-specs/movement/transpose-1>` +* :doc:`Unsqueeze <../operation-specs/shape/unsqueeze-1>` +* :doc:`VariadicSplit <../operation-specs/movement/variadic-split-1>` diff --git a/docs/articles_en/documentation/openvino-ir-format/operation-sets/operation-specs.rst b/docs/articles_en/documentation/openvino-ir-format/operation-sets/operation-specs.rst new file mode 100644 index 00000000000000..251fb60a45cd28 --- /dev/null +++ b/docs/articles_en/documentation/openvino-ir-format/operation-sets/operation-specs.rst @@ -0,0 +1,230 @@ +.. {#openvino_docs_operations_specifications} + +Operation Specifications +======================== + + +.. meta:: + :description: Explore the examples of operations supported in OpenVINO™ toolkit. + +.. toctree:: + :maxdepth: 1 + + Abs-1 + Acos-1 + Acosh-3 + AdaptiveAvgPool-8 + AdaptiveMaxPool-8 + Add-1 + Asin-1 + Asinh-3 + Assign-3 + Assign-6 + Atan-1 + Atanh-3 + AvgPool-1 + BatchNormInference-1 + BatchNormInference-5 + BatchToSpace-2 + BinaryConvolution-1 + BitwiseAnd-13 + BitwiseNot-13 + BitwiseOr-13 + BitwiseXor-13 + Broadcast-1 + Broadcast-3 + Bucketize-3 + CTCGreedyDecoder-1 + CTCGreedyDecoderSeqLen-6 + Ceiling-1 + Clamp-1 + Concat-1 + Constant-1 + ConvertLike-1 + Convert-1 + ConvolutionBackpropData-1 + Convolution-1 + Cos-1 + Cosh-1 + CTCLoss-4 + CumSum-3 + DeformableConvolution-1 + DeformableConvolution-8 + DeformablePSROIPooling-1 + DepthToSpace-1 + DetectionOutput-1 + DetectionOutput-8 + DFT-7 + Divide-1 + Einsum-7 + Elu-1 + EmbeddingBagOffsetsSum-3 + EmbeddingBagPackedSum-3 + EmbeddingSegmentsSum-3 + Equal-1 + Erf-1 + Exp-1 + ExperimentalDetectronDetectionOutput-6 + ExperimentalDetectronGenerateProposalsSingleImage-6 + ExperimentalDetectronPriorGridGenerator-6 + ExperimentalDetectronROIFeatureExtractor-6 + ExperimentalDetectronTopKROIs-6 + ExtractImagePatches-3 + Eye-9 + FakeConvert-13 + FakeQuantize-1 + FloorMod-1 + Floor-1 + GridSample-9 + GRN-1 + GRUCell-3 + GRUSequence-5 + GatherTree-1 + Gather-1 + Gather-7 + Gather-8 + GatherElements-6 + GatherND-5 + GatherND-8 + GELU-2 + GELU-7 + GenerateProposals-9 + GreaterEqual-1 + Greater-1 + GroupConvolutionBackpropData-1 + GroupConvolution-1 + GroupNormalization-12 + HardSigmoid-1 + HSigmoid-5 + HSwish-4 + I420toBGR-8 + I420toRGB-8 + IDFT-7 + IRDFT-9 + If-8 + Interpolate-1 + Interpolate-4 + Interpolate-11 + Inverse-14 + IsFinite-10 + IsInf-10 + IsNaN-10 + LRN-1 + LSTMCell-1 + LSTMSequence-1 + LessEqual-1 + Less-1 + Log-1 + LogicalAnd-1 + LogicalNot-1 + LogicalOr-1 + LogicalXor-1 + LogSoftmax-5 + Loop-5 + MVN-1 + MVN-6 + MatMul-1 + MatrixNms-8 + MaxPool-1 + MaxPool-8 + Maximum-1 + Minimum-1 + Mish-4 + Mod-1 + MulticlassNonMaxSuppression-8 + MulticlassNonMaxSuppression-9 + Multinomial-13 + Multiply-1 + Negative-1 + NMSRotated-13 + NonMaxSuppression-1 + NonMaxSuppression-3 + NonMaxSuppression-4 + NonMaxSuppression-5 + NonMaxSuppression-9 + NonZero-3 + NormalizeL2-1 + NotEqual-1 + NV12toBGR-8 + NV12toRGB-8 + OneHot-1 + PReLU-1 + PSROIPooling-1 + Pad-1 + Pad-12 + Parameter-1 + Power-1 + PriorBoxClustered-1 + PriorBox-1 + PriorBox-8 + Proposal-1 + Proposal-4 + RandomUniform-8 + Range-1 + Range-4 + RDFT-9 + ReadValue-3 + ReadValue-6 + ReLU-1 + ReduceL1-4 + ReduceL2-4 + ReduceLogicalAnd-1 + ReduceLogicalOr-1 + ReduceMax-1 + ReduceMean-1 + ReduceMin-1 + ReduceProd-1 + ReduceSum-1 + RegionYolo-1 + ReorgYolo-1 + Reshape-1 + Result-1 + Reverse-1 + ReverseSequence-1 + RNNCell-3 + RNNSequence-5 + ROIAlign-3 + ROIAlign-9 + ROIPooling-1 + Roll-7 + Round-5 + ScaledDotProductAttention-13 + ScatterElementsUpdate-3 + ScatterElementsUpdate-12 + ScatterNDUpdate-3 + ScatterUpdate-3 + Select-1 + Selu-1 + ShapeOf-1 + ShapeOf-3 + ShuffleChannels-1 + Sigmoid-1 + Sign-1 + Sin-1 + Sinh-1 + Slice-8 + SoftMax-1 + SoftMax-8 + SoftPlus-4 + SoftSign-9 + SpaceToBatch-2 + SpaceToDepth-1 + Split-1 + Sqrt-1 + SquaredDifference-1 + Squeeze-1 + StridedSlice-1 + Subtract-1 + Swish-4 + Tan-1 + Tanh-1 + TensorIterator-1 + Tile-1 + TopK-1 + TopK-3 + TopK-11 + Transpose-1 + Unique-10 + Unsqueeze-1 + VariadicSplit-1 + diff --git a/docs/articles_en/documentation/openvino-ir-format/operation-sets/operations-specifications/activation/clamp-1.rst 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from docs/articles_en/documentation/openvino-ir-format/operation-sets/operations-specifications/type/convert-like-1.rst rename to docs/articles_en/documentation/openvino-ir-format/operation-sets/operation-specs/type/convert-like-1.rst diff --git a/docs/articles_en/documentation/openvino-ir-format/operation-sets/operations-specifications.rst b/docs/articles_en/documentation/openvino-ir-format/operation-sets/operations-specifications.rst deleted file mode 100644 index de35994558e6ee..00000000000000 --- a/docs/articles_en/documentation/openvino-ir-format/operation-sets/operations-specifications.rst +++ /dev/null @@ -1,230 +0,0 @@ -.. {#openvino_docs_operations_specifications} - -Operation Specifications -======================== - - -.. meta:: - :description: Explore the examples of operations supported in OpenVINO™ toolkit. - -.. toctree:: - :maxdepth: 1 - - Abs-1 - Acos-1 - Acosh-3 - AdaptiveAvgPool-8 - AdaptiveMaxPool-8 - Add-1 - Asin-1 - Asinh-3 - Assign-3 - Assign-6 - Atan-1 - Atanh-3 - AvgPool-1 - BatchNormInference-1 - BatchNormInference-5 - BatchToSpace-2 - BinaryConvolution-1 - BitwiseAnd-13 - BitwiseNot-13 - BitwiseOr-13 - BitwiseXor-13 - Broadcast-1 - Broadcast-3 - Bucketize-3 - CTCGreedyDecoder-1 - CTCGreedyDecoderSeqLen-6 - Ceiling-1 - Clamp-1 - Concat-1 - Constant-1 - ConvertLike-1 - Convert-1 - ConvolutionBackpropData-1 - Convolution-1 - Cos-1 - Cosh-1 - CTCLoss-4 - CumSum-3 - DeformableConvolution-1 - DeformableConvolution-8 - DeformablePSROIPooling-1 - DepthToSpace-1 - DetectionOutput-1 - DetectionOutput-8 - DFT-7 - Divide-1 - Einsum-7 - Elu-1 - EmbeddingBagOffsetsSum-3 - EmbeddingBagPackedSum-3 - EmbeddingSegmentsSum-3 - Equal-1 - Erf-1 - Exp-1 - ExperimentalDetectronDetectionOutput-6 - ExperimentalDetectronGenerateProposalsSingleImage-6 - ExperimentalDetectronPriorGridGenerator-6 - ExperimentalDetectronROIFeatureExtractor-6 - ExperimentalDetectronTopKROIs-6 - ExtractImagePatches-3 - Eye-9 - FakeConvert-13 - FakeQuantize-1 - FloorMod-1 - Floor-1 - GridSample-9 - GRN-1 - GRUCell-3 - GRUSequence-5 - GatherTree-1 - Gather-1 - Gather-7 - Gather-8 - GatherElements-6 - GatherND-5 - GatherND-8 - GELU-2 - GELU-7 - GenerateProposals-9 - GreaterEqual-1 - Greater-1 - GroupConvolutionBackpropData-1 - GroupConvolution-1 - GroupNormalization-12 - HardSigmoid-1 - HSigmoid-5 - HSwish-4 - I420toBGR-8 - I420toRGB-8 - IDFT-7 - IRDFT-9 - If-8 - Interpolate-1 - Interpolate-4 - Interpolate-11 - Inverse-14 - IsFinite-10 - IsInf-10 - IsNaN-10 - LRN-1 - LSTMCell-1 - LSTMSequence-1 - LessEqual-1 - Less-1 - Log-1 - LogicalAnd-1 - LogicalNot-1 - LogicalOr-1 - LogicalXor-1 - LogSoftmax-5 - Loop-5 - MVN-1 - MVN-6 - MatMul-1 - MatrixNms-8 - MaxPool-1 - MaxPool-8 - Maximum-1 - Minimum-1 - Mish-4 - Mod-1 - MulticlassNonMaxSuppression-8 - MulticlassNonMaxSuppression-9 - Multinomial-13 - Multiply-1 - Negative-1 - NMSRotated-13 - NonMaxSuppression-1 - NonMaxSuppression-3 - NonMaxSuppression-4 - NonMaxSuppression-5 - NonMaxSuppression-9 - NonZero-3 - NormalizeL2-1 - NotEqual-1 - NV12toBGR-8 - NV12toRGB-8 - OneHot-1 - PReLU-1 - PSROIPooling-1 - Pad-1 - Pad-12 - Parameter-1 - Power-1 - PriorBoxClustered-1 - PriorBox-1 - PriorBox-8 - Proposal-1 - Proposal-4 - RandomUniform-8 - Range-1 - Range-4 - RDFT-9 - ReadValue-3 - ReadValue-6 - ReLU-1 - ReduceL1-4 - ReduceL2-4 - ReduceLogicalAnd-1 - ReduceLogicalOr-1 - ReduceMax-1 - ReduceMean-1 - ReduceMin-1 - ReduceProd-1 - ReduceSum-1 - RegionYolo-1 - ReorgYolo-1 - Reshape-1 - Result-1 - Reverse-1 - ReverseSequence-1 - RNNCell-3 - RNNSequence-5 - ROIAlign-3 - ROIAlign-9 - ROIPooling-1 - Roll-7 - Round-5 - ScaledDotProductAttention-13 - ScatterElementsUpdate-3 - ScatterElementsUpdate-12 - ScatterNDUpdate-3 - ScatterUpdate-3 - Select-1 - Selu-1 - ShapeOf-1 - ShapeOf-3 - ShuffleChannels-1 - Sigmoid-1 - Sign-1 - Sin-1 - Sinh-1 - Slice-8 - SoftMax-1 - SoftMax-8 - SoftPlus-4 - SoftSign-9 - SpaceToBatch-2 - SpaceToDepth-1 - Split-1 - Sqrt-1 - SquaredDifference-1 - Squeeze-1 - StridedSlice-1 - Subtract-1 - Swish-4 - Tan-1 - Tanh-1 - TensorIterator-1 - Tile-1 - TopK-1 - TopK-3 - TopK-11 - Transpose-1 - Unique-10 - Unsqueeze-1 - VariadicSplit-1 - diff --git a/docs/articles_en/openvino-workflow/running-inference/stateful-models.rst b/docs/articles_en/openvino-workflow/running-inference/stateful-models.rst index 88037b7023b03d..3b8d289438aef8 100644 --- a/docs/articles_en/openvino-workflow/running-inference/stateful-models.rst +++ b/docs/articles_en/openvino-workflow/running-inference/stateful-models.rst @@ -57,9 +57,9 @@ OpenVINO Stateful Model Representation To make a model stateful, OpenVINO replaces looped pairs of `Parameter` and `Result` with its own two operations: -* ``ReadValue`` (:doc:`see specs <../../documentation/openvino-ir-format/operation-sets/operations-specifications/infrastructure/read-value-6>`) +* ``ReadValue`` (:doc:`see specs <../../documentation/openvino-ir-format/operation-sets/operation-specs/infrastructure/read-value-6>`) reads the data from the state and returns it as output. -* ``Assign`` (:doc:`see specs <../../documentation/openvino-ir-format/operation-sets/operations-specifications/infrastructure/assign-6>`) +* ``Assign`` (:doc:`see specs <../../documentation/openvino-ir-format/operation-sets/operation-specs/infrastructure/assign-6>`) accepts the data as input and saves it in the state for the next inference call. Each pair of these operations works with **state**, which is automatically saved between diff --git a/docs/articles_en/openvino-workflow/running-inference/stateful-models/obtaining-stateful-openvino-model.rst b/docs/articles_en/openvino-workflow/running-inference/stateful-models/obtaining-stateful-openvino-model.rst index 468293018091cf..307c385ab5b555 100644 --- a/docs/articles_en/openvino-workflow/running-inference/stateful-models/obtaining-stateful-openvino-model.rst +++ b/docs/articles_en/openvino-workflow/running-inference/stateful-models/obtaining-stateful-openvino-model.rst @@ -5,8 +5,8 @@ Obtaining a Stateful OpenVINO Model If the original framework does not offer a dedicated API for working with states, the resulting OpenVINO IR model will not be stateful by default. This means it will not contain -either a state or the :doc:`Assign <../../../documentation/openvino-ir-format/operation-sets/operations-specifications/infrastructure/assign-6>` and -:doc:`ReadValue <../../../documentation/openvino-ir-format/operation-sets/operations-specifications/infrastructure/read-value-6>` operations. You can still +either a state or the :doc:`Assign <../../../documentation/openvino-ir-format/operation-sets/operation-specs/infrastructure/assign-6>` and +:doc:`ReadValue <../../../documentation/openvino-ir-format/operation-sets/operation-specs/infrastructure/read-value-6>` operations. You can still make such models stateful (:doc:`see benefits <../stateful-models>`), and you have three ways to do it: @@ -86,8 +86,8 @@ LowLatency2 Transformation ########################## The LowLatency2 transformation changes the structure of a model containing -:doc:`TensorIterator <../../../documentation/openvino-ir-format/operation-sets/operations-specifications/infrastructure/tensor-iterator-1>` -and :doc:`Loop <../../../documentation/openvino-ir-format/operation-sets/operations-specifications/infrastructure/loop-5>` by automatically detecting +:doc:`TensorIterator <../../../documentation/openvino-ir-format/operation-sets/operation-specs/infrastructure/tensor-iterator-1>` +and :doc:`Loop <../../../documentation/openvino-ir-format/operation-sets/operation-specs/infrastructure/loop-5>` by automatically detecting and replacing pairs of Parameter and Results with the Assign and ReadValue operations, as illustrated by the following example: diff --git a/src/frontends/pytorch/README.md b/src/frontends/pytorch/README.md index 50892d967521f8..07fb1fc2abf89f 100644 --- a/src/frontends/pytorch/README.md +++ b/src/frontends/pytorch/README.md @@ -264,7 +264,7 @@ and we will see `torch.randn_like` function call on that line. Some operations can be translated incorrectly. For example PyTorch allow to pass different data types in the operation while OpenVINO usually requires same types for all inputs of the operation (more information about what types -OpenVINO operation can accept can be found in [documentation](https://docs.openvino.ai/2024/documentation/openvino-ir-format/operation-sets/operations-specifications.html)). +OpenVINO operation can accept can be found in [documentation](https://docs.openvino.ai/2024/documentation/openvino-ir-format/operation-sets/operation-specs.html)). PyTorch has set rules for types alignment, to solve this issue PyTorch Frontend has `align_eltwise_input_types` helper function which aligns types of two inputs. If this function is not used when needed or if it used incorrectly that diff --git a/src/plugins/intel_cpu/docs/fake_quantize.md b/src/plugins/intel_cpu/docs/fake_quantize.md index 89e3c4dc1e2bbc..5364571a56b110 100644 --- a/src/plugins/intel_cpu/docs/fake_quantize.md +++ b/src/plugins/intel_cpu/docs/fake_quantize.md @@ -1,5 +1,5 @@ # FakeQuantize in OpenVINO -https://docs.openvino.ai/2024/documentation/openvino-ir-format/operation-sets/operations-specifications/quantization/fake-quantize-1.html +https://docs.openvino.ai/2024/documentation/openvino-ir-format/operation-sets/operation-specs/quantization/fake-quantize-1.html definition: ```