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TheRock/rocm-libraries/projects/hipdnn/frontend/include/hipdnn_frontend/attributes/CustomOpAttributes.hpp
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170 lines
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// Copyright © Advanced Micro Devices, Inc., or its affiliates.
// SPDX-License-Identifier: MIT
/**
* @file CustomOpAttributes.hpp
* @brief Attributes for custom (plugin-provided) operations
*
* This file defines the CustomOpAttributes class used to configure opaque
* plugin operations. Custom ops carry tensor I/O structure (UIDs for graph
* topology) and an opaque byte payload that a plugin interprets.
*/
#pragma once
#include "GraphAttributes.hpp"
#include "TensorAttributes.hpp"
#include <hipdnn_frontend/Error.hpp>
#include <hipdnn_frontend/Types.hpp>
#include <memory>
#include <string>
#include <vector>
namespace hipdnn_frontend::graph
{
/**
* @class CustomOpAttributes
* @brief Configuration attributes for a custom (plugin-provided) operation
*
* Custom ops let users coordinate directly with plugins without requiring
* hipDNN to understand the operation. hipDNN transports the tensor I/O
* topology and an opaque byte payload (`data`), and the target plugin
* interprets the payload at execution time.
*
* Unlike other attributes classes, CustomOpAttributes does not inherit from
* Attributes<> because custom ops use variable-length positional tensor
* vectors rather than named tensor maps.
*
* The `custom_op_id` identifies which plugin handles the operation, using
* dotted namespace notation: `"<plugin>.<operation>"` (e.g. `"example.rope"`).
*
* @see Graph::custom_op()
* @see CustomOpNode
*/
class CustomOpAttributes
{
public:
CustomOpAttributes() = default;
// NOLINTBEGIN(readability-identifier-naming)
std::string name;
DataType compute_data_type = DataType::NOT_SET;
/// Unique identifier for the plugin operation, using dotted namespace
/// notation: "<plugin>.<operation>" (e.g. "example.rope", "mylib.fused_add").
std::string custom_op_id;
std::vector<std::shared_ptr<TensorAttributes>> inputs;
std::vector<std::shared_ptr<TensorAttributes>> outputs;
std::vector<uint8_t> data;
// NOLINTEND(readability-identifier-naming)
// NOLINTNEXTLINE(readability-identifier-naming)
CustomOpAttributes& set_name(const std::string& nameValue)
{
name = nameValue;
return *this;
}
// NOLINTNEXTLINE(readability-identifier-naming)
const std::string& get_name() const
{
return name;
}
// NOLINTNEXTLINE(readability-identifier-naming)
CustomOpAttributes& set_compute_data_type(DataType value)
{
compute_data_type = value;
return *this;
}
// NOLINTNEXTLINE(readability-identifier-naming)
DataType get_compute_data_type() const
{
return compute_data_type;
}
// NOLINTNEXTLINE(readability-identifier-naming)
CustomOpAttributes& set_custom_op_id(const std::string& value)
{
custom_op_id = value;
return *this;
}
// NOLINTNEXTLINE(readability-identifier-naming)
const std::string& get_custom_op_id() const
{
return custom_op_id;
}
// NOLINTNEXTLINE(readability-identifier-naming)
CustomOpAttributes& set_inputs(std::vector<std::shared_ptr<TensorAttributes>> value)
{
inputs = std::move(value);
return *this;
}
// NOLINTNEXTLINE(readability-identifier-naming)
const std::vector<std::shared_ptr<TensorAttributes>>& get_inputs() const
{
return inputs;
}
// NOLINTNEXTLINE(readability-identifier-naming)
CustomOpAttributes& set_outputs(std::vector<std::shared_ptr<TensorAttributes>> value)
{
outputs = std::move(value);
return *this;
}
// NOLINTNEXTLINE(readability-identifier-naming)
const std::vector<std::shared_ptr<TensorAttributes>>& get_outputs() const
{
return outputs;
}
// NOLINTNEXTLINE(readability-identifier-naming)
CustomOpAttributes& set_data(std::vector<uint8_t> value)
{
data = std::move(value);
return *this;
}
// NOLINTNEXTLINE(readability-identifier-naming)
const std::vector<uint8_t>& get_data() const
{
return data;
}
// NOLINTNEXTLINE(readability-identifier-naming)
Error fill_from_context(const GraphAttributes& graphAttributes)
{
for(auto& tensor : inputs)
{
if(tensor)
{
tensor->fill_from_context(graphAttributes);
}
}
for(auto& tensor : outputs)
{
if(tensor)
{
tensor->fill_from_context(graphAttributes);
}
}
if(get_compute_data_type() == DataType::NOT_SET)
{
set_compute_data_type(graphAttributes.get_compute_data_type());
}
return {};
}
};
typedef CustomOpAttributes Custom_op_attributes; // NOLINT(readability-identifier-naming)
} // namespace hipdnn_frontend::graph