telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 1 | // |
| 2 | // Copyright © 2017 Arm Ltd. All rights reserved. |
David Beck | ecb56cd | 2018-09-05 12:52:57 +0100 | [diff] [blame] | 3 | // SPDX-License-Identifier: MIT |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 4 | // |
| 5 | |
Matteo Martincigh | e011d20 | 2019-11-28 11:35:47 +0000 | [diff] [blame] | 6 | #include <armnn/Tensor.hpp> |
| 7 | |
| 8 | #include <armnnUtils/Permute.hpp> |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 9 | |
arovir01 | 616e775 | 2018-10-01 17:08:59 +0100 | [diff] [blame] | 10 | #include "Half.hpp" |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 11 | |
| 12 | #include <cassert> |
Matteo Martincigh | 747ef82 | 2018-12-18 09:26:39 +0000 | [diff] [blame] | 13 | #include <cstring> |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 14 | |
| 15 | namespace |
| 16 | { |
| 17 | |
| 18 | class PermuteLoop |
| 19 | { |
| 20 | public: |
| 21 | using size_type = unsigned int; |
| 22 | |
| 23 | PermuteLoop(const armnn::TensorShape& dstShape, const armnn::PermutationVector& mappings) |
| 24 | : m_DstShape(dstShape) |
| 25 | { |
| 26 | assert(dstShape.GetNumDimensions() == mappings.GetSize()); |
| 27 | |
| 28 | const size_type numDims = dstShape.GetNumDimensions(); |
| 29 | |
| 30 | size_type srcStride = 1U; |
| 31 | size_type dstStride = 1U; |
| 32 | |
| 33 | for (size_type i = numDims - 1U, k = 0U; k < numDims; ++k, --i) |
| 34 | { |
| 35 | m_SrcStrides[mappings[i]] = srcStride; |
| 36 | m_DstStrides[i] = dstStride; |
| 37 | |
| 38 | srcStride *= dstShape[mappings[i]]; |
| 39 | dstStride *= dstShape[i]; |
| 40 | } |
| 41 | } |
| 42 | |
Matteo Martincigh | 747ef82 | 2018-12-18 09:26:39 +0000 | [diff] [blame] | 43 | void Unroll(const void* srcData, void* dstData, size_t dataTypeSize) |
| 44 | { |
| 45 | assert(srcData); |
| 46 | assert(dstData); |
| 47 | assert(dataTypeSize > 0); |
| 48 | |
| 49 | const unsigned char* srcDataPtr = reinterpret_cast<const unsigned char*>(srcData); |
| 50 | unsigned char* dstDataPtr = reinterpret_cast<unsigned char*>(dstData); |
| 51 | |
| 52 | const unsigned char* const srcEndPtr = srcDataPtr + m_DstShape.GetNumElements() * dataTypeSize; |
| 53 | unsigned char* const dstEndPtr = dstDataPtr + m_DstShape.GetNumElements() * dataTypeSize; |
| 54 | |
| 55 | Unroll(0, srcDataPtr, dstDataPtr, srcEndPtr, dstEndPtr, dataTypeSize); |
| 56 | } |
| 57 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 58 | private: |
Matteo Martincigh | 747ef82 | 2018-12-18 09:26:39 +0000 | [diff] [blame] | 59 | void Unroll(size_type dimension, |
| 60 | const unsigned char* srcData, unsigned char* dstData, |
| 61 | const unsigned char* srcEnd, unsigned char* dstEnd, |
| 62 | size_t dataTypeSize) |
| 63 | { |
| 64 | assert(srcData); |
| 65 | assert(dstData); |
| 66 | assert(srcEnd); |
| 67 | assert(dstEnd); |
| 68 | assert(srcData < srcEnd); |
| 69 | assert(dstData < dstEnd); |
| 70 | assert(dataTypeSize > 0); |
| 71 | |
| 72 | if (dimension >= m_DstShape.GetNumDimensions()) |
| 73 | { |
| 74 | ::memcpy(dstData, srcData, dataTypeSize); |
| 75 | } |
| 76 | else |
| 77 | { |
| 78 | for (size_type i = 0; i < m_DstShape[dimension]; i++) |
| 79 | { |
| 80 | Unroll(dimension + 1, srcData, dstData, srcEnd, dstEnd, dataTypeSize); |
| 81 | |
| 82 | srcData += m_SrcStrides[dimension] * dataTypeSize; |
| 83 | dstData += m_DstStrides[dimension] * dataTypeSize; |
| 84 | } |
| 85 | } |
| 86 | } |
| 87 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 88 | armnn::TensorShape m_DstShape; |
| 89 | std::array<size_type, armnn::MaxNumOfTensorDimensions> m_SrcStrides; |
| 90 | std::array<size_type, armnn::MaxNumOfTensorDimensions> m_DstStrides; |
| 91 | }; |
| 92 | |
| 93 | } // namespace |
| 94 | |
| 95 | namespace armnnUtils |
| 96 | { |
| 97 | |
| 98 | armnn::TensorShape Permuted(const armnn::TensorShape& srcShape, const armnn::PermutationVector& mappings) |
| 99 | { |
| 100 | assert(srcShape.GetNumDimensions() == mappings.GetSize()); |
| 101 | |
| 102 | const unsigned int numDims = mappings.GetSize(); |
| 103 | unsigned int outDims[armnn::MaxNumOfTensorDimensions]; |
| 104 | |
| 105 | for (unsigned int i = 0U; i < numDims; ++i) |
| 106 | { |
| 107 | outDims[mappings[i]] = srcShape[i]; |
| 108 | } |
| 109 | |
| 110 | armnn::TensorShape permutedShape(numDims, outDims); |
| 111 | return permutedShape; |
| 112 | } |
| 113 | |
| 114 | armnn::TensorInfo Permuted(const armnn::TensorInfo& info, const armnn::PermutationVector& mappings) |
| 115 | { |
| 116 | armnn::TensorInfo outInfo(info); |
| 117 | outInfo.SetShape(Permuted(info.GetShape(), mappings)); |
| 118 | return outInfo; |
| 119 | } |
| 120 | |
Matteo Martincigh | 747ef82 | 2018-12-18 09:26:39 +0000 | [diff] [blame] | 121 | void Permute(const armnn::TensorShape& dstShape, const armnn::PermutationVector& mappings, |
| 122 | const void* src, void* dst, size_t dataTypeSize) |
| 123 | { |
| 124 | PermuteLoop(dstShape, mappings).Unroll(src, dst, dataTypeSize); |
| 125 | } |
| 126 | |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 127 | } // namespace armnnUtils |