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246 lines
8.1 KiB
C++
246 lines
8.1 KiB
C++
/*******************************************************************************
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*
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* MIT License
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*
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* Copyright (C) 2021-2025 Advanced Micro Devices, Inc. All rights reserved.
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*
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* Permission is hereby granted, free of charge, to any person obtaining a copy
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* of this software and associated documentation files (the "Software"), to deal
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* in the Software without restriction, including without limitation the rights
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* to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
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* copies of the Software, and to permit persons to whom the Software is
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* furnished to do so, subject to the following conditions:
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*
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* The above copyright notice and this permission notice shall be included in
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* all copies or substantial portions of the Software.
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*
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* THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
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* IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
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* FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
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* AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
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* LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
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* OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE
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* SOFTWARE.
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*
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*******************************************************************************/
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#ifndef HIPTENSOR_PERMUTATION_RESOURCE_IMPL_HPP
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#define HIPTENSOR_PERMUTATION_RESOURCE_IMPL_HPP
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#include "elementwise_resource.hpp"
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#include "data_types.hpp"
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#include "utils.hpp"
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namespace hiptensor
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{
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ElementwiseResource::ElementwiseResource()
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: HipResource()
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, mDeviceInput1(Base::allocDevice(0))
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, mDeviceInput2(Base::allocDevice(0))
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, mDeviceInput3(Base::allocDevice(0))
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, mDeviceOutput(Base::allocDevice(0))
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, mHostInput1(Base::allocHost(0))
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, mHostInput2(Base::allocHost(0))
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, mHostInput3(Base::allocHost(0))
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, mHostOutput(Base::allocHost(0))
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, mCurrentMatrixElement(0)
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, mOpType(ElementwiseOp::PERMUTATION)
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, mCurrentDataType(HIPTENSOR_R_32F)
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, mCurrentAllocByte(0)
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{
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}
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ElementwiseResource::ElementwiseResource(ElementwiseResource&& rhs)
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: HipResource()
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, mDeviceInput1(std::move(rhs.mDeviceInput1))
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, mDeviceInput2(std::move(rhs.mDeviceInput2))
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, mDeviceInput3(std::move(rhs.mDeviceInput3))
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, mDeviceOutput(std::move(rhs.mDeviceOutput))
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, mHostInput1(std::move(rhs.mHostInput1))
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, mHostInput2(std::move(rhs.mHostInput2))
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, mHostInput3(std::move(rhs.mHostInput3))
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, mHostOutput(std::move(rhs.mHostOutput))
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, mCurrentMatrixElement(rhs.mCurrentMatrixElement)
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, mOpType(rhs.mOpType)
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, mCurrentDataType(rhs.mCurrentDataType)
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, mCurrentAllocByte(rhs.mCurrentAllocByte)
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{
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}
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// suppose that all input and output data types are same.
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void ElementwiseResource::setupStorage(ProblemDims const& dimSizes,
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hiptensorDataType_t dataType,
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ElementwiseOp opType)
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{
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mOpType = opType;
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auto requiredElementCount = getProduct(dimSizes);
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auto requiredMemorySize = requiredElementCount * hiptensorDataTypeSize(dataType);
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bool needFillData = false;
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if(requiredMemorySize > mCurrentAllocByte)
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{
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switch(mOpType)
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{
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case ElementwiseOp::TRINARY_OP:
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Base::reallocDeviceHostPair(mDeviceInput3, mHostInput3, requiredMemorySize);
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// no break;
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case ElementwiseOp::BINARY_OP:
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Base::reallocDeviceHostPair(mDeviceInput2, mHostInput2, requiredMemorySize);
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// no break;
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case ElementwiseOp::PERMUTATION:
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Base::reallocDeviceHostPair(mDeviceInput1, mHostInput1, requiredMemorySize);
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break;
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default:
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break;
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}
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Base::reallocDeviceHostPair(mDeviceOutput, mHostOutput, requiredMemorySize);
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Base::reallocDeviceHostPair(mDeviceReference, mHostReference, requiredMemorySize);
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mCurrentAllocByte = requiredMemorySize;
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needFillData = true;
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}
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if(mCurrentDataType != dataType || mCurrentMatrixElement < requiredElementCount)
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{
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needFillData = true;
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}
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mCurrentMatrixElement = requiredElementCount;
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mCurrentDataType = dataType;
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if(needFillData)
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{
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switch(mOpType)
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{
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case ElementwiseOp::TRINARY_OP:
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fillRandToInput3();
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// no break;
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case ElementwiseOp::BINARY_OP:
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fillRandToInput2();
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// no break;
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case ElementwiseOp::PERMUTATION:
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fillRandToInput1();
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break;
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default:
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break;
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}
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}
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}
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void ElementwiseResource::reset()
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{
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Base::reallocDeviceHostPair(mDeviceInput1, mHostInput1, 0);
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Base::reallocDeviceHostPair(mDeviceInput2, mHostInput2, 0);
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Base::reallocDeviceHostPair(mDeviceInput3, mHostInput3, 0);
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Base::reallocDeviceHostPair(mDeviceOutput, mHostOutput, 0);
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Base::reallocDeviceHostPair(mDeviceReference, mHostReference, 0);
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mCurrentMatrixElement = 0;
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mOpType = ElementwiseOp::PERMUTATION;
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mCurrentDataType = HIPTENSOR_R_32F;
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mCurrentAllocByte = 0;
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}
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void ElementwiseResource::fillRandToInput(HostPtrT& hostPtr, DevicePtrT& devicePtr)
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{
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uint32_t seed = static_cast<uint32_t>(256);
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if(mCurrentDataType == HIPTENSOR_R_64F)
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{
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fillLaunchKernel<double>((double*)devicePtr.get(), mCurrentMatrixElement, seed);
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}
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else if(mCurrentDataType == HIPTENSOR_R_32F)
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{
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fillLaunchKernel<float>((float*)devicePtr.get(), mCurrentMatrixElement, seed);
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}
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else
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{
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fillLaunchKernel<_Float16>((_Float16*)devicePtr.get(), mCurrentMatrixElement, seed);
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}
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Base::copyData(hostPtr, devicePtr, getCurrentMatrixMemorySize());
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}
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void ElementwiseResource::fillRandToInput1()
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{
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fillRandToInput(hostInput1(), deviceInput1());
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}
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void ElementwiseResource::fillRandToInput2()
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{
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fillRandToInput(hostInput2(), deviceInput2());
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}
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void ElementwiseResource::fillRandToInput3()
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{
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fillRandToInput(hostInput3(), deviceInput3());
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}
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void ElementwiseResource::copyOutputToHost()
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{
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Base::copyData(hostOutput(), deviceOutput(), getCurrentMatrixMemorySize());
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}
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void ElementwiseResource::copyReferenceToDevice()
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{
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Base::copyData(deviceReference(), hostReference(), getCurrentMatrixMemorySize());
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}
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size_t ElementwiseResource::getCurrentMatrixElement() const
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{
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return mCurrentMatrixElement;
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}
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size_t ElementwiseResource::getCurrentMatrixMemorySize() const
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{
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return mCurrentMatrixElement * hiptensorDataTypeSize(mCurrentDataType);
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}
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auto ElementwiseResource::hostInput1() -> HostPtrT&
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{
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return mHostInput1;
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}
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auto ElementwiseResource::hostInput2() -> HostPtrT&
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{
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return mHostInput2;
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}
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auto ElementwiseResource::hostInput3() -> HostPtrT&
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{
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return mHostInput3;
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}
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auto ElementwiseResource::hostOutput() -> HostPtrT&
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{
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return mHostOutput;
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}
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auto ElementwiseResource::hostReference() -> HostPtrT&
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{
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return mHostReference;
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}
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auto ElementwiseResource::deviceInput1() -> DevicePtrT&
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{
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return mDeviceInput1;
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}
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auto ElementwiseResource::deviceInput2() -> DevicePtrT&
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{
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return mDeviceInput2;
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}
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auto ElementwiseResource::deviceInput3() -> DevicePtrT&
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{
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return mDeviceInput3;
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}
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auto ElementwiseResource::deviceOutput() -> DevicePtrT&
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{
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return mDeviceOutput;
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}
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auto ElementwiseResource::deviceReference() -> DevicePtrT&
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{
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return mDeviceReference;
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}
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} // namespace hiptensor
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#endif // HIPTENSOR_PERMUTATION_RESOURCE_IMPL_HPP
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