72 lines
3.3 KiB
C++
72 lines
3.3 KiB
C++
// Copyright (C) 2018-2025 Intel Corporation
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// SPDX-License-Identifier: Apache-2.0
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//
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#pragma once
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#include "openvino/op/op.hpp"
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#include "openvino/op/util/attr_types.hpp"
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namespace ov {
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namespace op {
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namespace util {
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// clang-format off
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/// \brief Abstract base class for elementwise binary comparison operations, i.e.,
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/// operations where the same scalar binary comparison operation is applied to
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/// each corresponding pair of elements in two input tensors. Implicit
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/// broadcast of input tensors is supported through one of the AutoBroadcast
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/// modes.
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///
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/// For example, if the underlying comparison operation (determined by the subclass) is
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/// \f$\mathit{op}(x,y)\f$, the input tensors \f$[[x_0,y_0],[z_0,w_0]]\f$ and
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/// \f$[[x_1,y_1],[z_1,w_1]]\f$ will be mapped to
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/// \f$[[\mathit{op}(x_0,x_1),\mathit{op}(y_0,y_1)],[\mathit{op}(z_0,z_1),\mathit{op}(w_0,w_1)]]\f$.
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///
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/// ## Inputs
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///
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/// | | Type | Description |
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/// | ------ | --------------------------------- | ------------------------------------------------------ |
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/// | `arg0` | \f$E[d_1,\dots,d_n]~(n \geq 0)\f$ | A tensor of any shape and element type. |
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/// | `arg1` | \f$E[d_1,\dots,d_n]~(n \geq 0)\f$ | A tensor of the same shape and element type as `arg0`. |
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/// | `autob`| AutoBroadcastSpec | Auto broadcast specification. |
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///
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/// ## Output
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///
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/// | Type | Description |
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/// | ---------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------ |
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/// | \f$\texttt{bool}[d_1,\dots,d_n]\f$ | The tensor \f$T\f$, where \f$T[i_1,\dots,i_n] = \mathit{op}(\texttt{arg0}[i_1,\dots,i_n],\texttt{arg1}[i_1,\dots,i_n])\f$. This will always have the same shape as the input tensors, and the element type `bool`. |
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// clang-format on
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class OPENVINO_API BinaryElementwiseComparison : public Op {
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protected:
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/// \brief Constructs a binary elementwise comparison operation.
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BinaryElementwiseComparison(const AutoBroadcastSpec& autob);
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/// \brief Constructs a binary elementwise comparison operation.
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///
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/// \param arg0 Output that produces the first input tensor.
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/// \param arg1 Output that produces the second input tensor.
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/// \param autob AutoBroadcast mode.
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BinaryElementwiseComparison(const Output<Node>& arg0,
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const Output<Node>& arg1,
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const AutoBroadcastSpec& autob = AutoBroadcastSpec());
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public:
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OPENVINO_OP("BinaryElementwiseComparison", "util");
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void validate_and_infer_types() override;
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const AutoBroadcastSpec& get_autob() const override {
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return m_autob;
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}
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void set_autob(const AutoBroadcastSpec& autob) {
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m_autob = autob;
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}
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bool visit_attributes(AttributeVisitor& visitor) override;
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private:
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AutoBroadcastSpec m_autob;
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};
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} // namespace util
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} // namespace op
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} // namespace ov
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