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TheRock/rocm-libraries/projects/hipdnn/frontend/include/hipdnn_frontend/detail/GraphExecution.hpp
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Flatten subprojects into a single base monorepo
2026-09-02 16:34:47 -07:00

122 lines
4.4 KiB
C++

// Copyright © Advanced Micro Devices, Inc., or its affiliates.
// SPDX-License-Identifier: MIT
#pragma once
#include <hipdnn_frontend/Error.hpp>
#include <hipdnn_frontend/Utilities.hpp>
#include <hipdnn_frontend/attributes/TensorAttributes.hpp>
#include <hipdnn_frontend/detail/BackendWrapper.hpp>
#include <hipdnn_frontend/detail/CreateBackendDescriptor.hpp>
#include <hipdnn_frontend/detail/ScopedHipdnnBackendDescriptor.hpp>
#include <hipdnn_frontend/detail/VariantPackHelpers.hpp>
#include <hipdnn_data_sdk/utilities/EngineNames.hpp>
#include <cstdint>
#include <memory>
#include <sstream>
#include <stdexcept>
#include <string>
#include <unordered_map>
namespace hipdnn_frontend::detail
{
// Convert a tensor-attribute keyed lookup into a UID-keyed variant pack.
// Each entry's tensor must be non-null and carry a valid uid. Returns
// ErrorCode::OK on success; ErrorCode::INVALID_VALUE if any tensor is null or
// lacks a valid uid (variantPack is left partially filled).
inline Error tensorLookupToVariantPack(
const std::unordered_map<std::shared_ptr<graph::TensorAttributes>, void*>& tensorLookup,
std::unordered_map<int64_t, void*>& variantPack)
{
for(const auto& [tensor, ptr] : tensorLookup)
{
if(tensor && tensor->has_uid())
{
variantPack[tensor->get_uid()] = ptr;
}
else
{
return {ErrorCode::INVALID_VALUE,
"Tensor in tensor lookup is null or does not have a valid uid."};
}
}
return {ErrorCode::OK, ""};
}
// Resolve a backend engine ID to its human-readable name.
// Falls back to a hex string (e.g., "0x1A2B") for unknown engines.
inline std::string resolveEngineName(int64_t engineId)
{
try
{
return std::string(hipdnn_data_sdk::utilities::getEngineNameFromId(engineId));
}
catch(const std::out_of_range&)
{
std::ostringstream oss;
oss << "0x" << std::hex << engineId;
return oss.str();
}
}
// Execute a graph using a specific execution plan descriptor and a
// pre-built variant pack descriptor. Used by autotune() for warmup and
// timed iterations; the variant pack descriptor is built once by the caller
// and reused so its construction stays out of any timed window.
inline Error executeWithPlan(hipdnnHandle_t handle,
ScopedHipdnnBackendDescriptor& execPlan,
ScopedHipdnnBackendDescriptor& variantPackDesc)
{
HIPDNN_RETURN_ON_BACKEND_FAILURE(
hipdnnBackend()->backendExecute(handle, execPlan.get(), variantPackDesc.get()),
"Execute failed.");
return {ErrorCode::OK, ""};
}
// Query the backend for an engine's workspace size estimate.
// Returns 0 if the query fails at any step (non-fatal — workspace will
// be determined accurately at plan compilation time).
inline int64_t queryEngineWorkspaceSize(hipdnnBackendDescriptor_t graphDesc, int64_t engineId)
{
detail::ScopedHipdnnBackendDescriptor engineDesc;
auto createErr
= hipdnn_frontend::detail::createEngineDescriptorForGraph(engineDesc, graphDesc, engineId);
if(createErr.is_bad())
{
return 0;
}
auto engineConfigDesc = std::make_unique<detail::ScopedHipdnnBackendDescriptor>(
HIPDNN_BACKEND_ENGINECFG_DESCRIPTOR);
auto setStatus
= detail::hipdnnBackend()->backendSetAttribute(engineConfigDesc->get(),
HIPDNN_ATTR_ENGINECFG_ENGINE,
HIPDNN_TYPE_BACKEND_DESCRIPTOR,
1,
static_cast<const void*>(&engineDesc.get()));
if(setStatus != HIPDNN_STATUS_SUCCESS)
{
return 0;
}
auto finStatus = detail::hipdnnBackend()->backendFinalize(engineConfigDesc->get());
if(finStatus != HIPDNN_STATUS_SUCCESS)
{
return 0;
}
int64_t wsSize = 0;
detail::hipdnnBackend()->backendGetAttribute(engineConfigDesc->get(),
HIPDNN_ATTR_ENGINECFG_WORKSPACE_SIZE,
HIPDNN_TYPE_INT64,
1,
nullptr,
&wsSize);
return wsSize;
}
} // namespace hipdnn_frontend::detail