Laurent Carlier | 749294b | 2020-06-01 09:03:17 +0100 | [diff] [blame] | 1 | // |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 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 | |
| 6 | #pragma once |
| 7 | |
| 8 | #include "RefWorkloadUtils.hpp" |
Colm Donelan | 0c47974 | 2021-12-10 12:43:54 +0000 | [diff] [blame] | 9 | #include <armnn/backends/WorkloadData.hpp> |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 10 | #include <armnn/Tensor.hpp> |
Narumol Prangnawarat | ac2770a | 2020-04-01 16:51:23 +0100 | [diff] [blame] | 11 | #include <armnn/utility/Assert.hpp> |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 12 | |
| 13 | namespace armnn |
| 14 | { |
| 15 | |
| 16 | template <typename DataType> |
Finn Williams | b8181f7 | 2021-04-07 10:23:21 +0100 | [diff] [blame] | 17 | void Splitter(const SplitterQueueDescriptor& data, |
| 18 | std::vector<ITensorHandle*> inputs, |
| 19 | std::vector<ITensorHandle*> outputs) |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 20 | { |
Finn Williams | b8181f7 | 2021-04-07 10:23:21 +0100 | [diff] [blame] | 21 | const TensorInfo& inputInfo0 = GetTensorInfo(inputs[0]); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 22 | |
| 23 | for (unsigned int index = 0; index < inputInfo0.GetNumElements(); ++index) |
| 24 | { |
surmeh01 | 3537c2c | 2018-05-18 16:31:43 +0100 | [diff] [blame] | 25 | unsigned int indices[MaxNumOfTensorDimensions] = { 0 }; |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 26 | |
| 27 | unsigned int indexRemainder = index; |
| 28 | unsigned int dimensionStride = inputInfo0.GetNumElements(); |
| 29 | |
| 30 | for (unsigned int i = 0; i<inputInfo0.GetNumDimensions(); i++) |
| 31 | { |
| 32 | dimensionStride /= inputInfo0.GetShape()[i]; |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 33 | indices[i] = indexRemainder / dimensionStride; // Use integer division to round down. |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 34 | indexRemainder -= indices[i] * dimensionStride; |
| 35 | } |
| 36 | |
| 37 | for (unsigned int viewIdx = 0; viewIdx < data.m_ViewOrigins.size(); ++viewIdx) |
| 38 | { |
| 39 | SplitterQueueDescriptor::ViewOrigin const& view = data.m_ViewOrigins[viewIdx]; |
| 40 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 41 | //Split view extents are defined by the size of (the corresponding) input tensor. |
Finn Williams | b8181f7 | 2021-04-07 10:23:21 +0100 | [diff] [blame] | 42 | const TensorInfo& outputInfo = GetTensorInfo(outputs[viewIdx]); |
Narumol Prangnawarat | ac2770a | 2020-04-01 16:51:23 +0100 | [diff] [blame] | 43 | ARMNN_ASSERT(outputInfo.GetNumDimensions() == inputInfo0.GetNumDimensions()); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 44 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 45 | // Check all dimensions to see if this element is inside the given input view. |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 46 | bool insideView = true; |
| 47 | for (unsigned int i = 0; i<outputInfo.GetNumDimensions(); i++) |
| 48 | { |
| 49 | if (indices[i] < view.m_Origin[i]) |
| 50 | { |
| 51 | insideView = false; |
| 52 | } |
| 53 | if (indices[i] >= view.m_Origin[i] + outputInfo.GetShape()[i]) |
| 54 | { |
| 55 | insideView = false; |
| 56 | } |
| 57 | } |
| 58 | |
| 59 | if (insideView) |
| 60 | { |
| 61 | unsigned int outIndex = 0; |
| 62 | unsigned int dimensionStride = 1; |
| 63 | |
| 64 | for (unsigned int i = outputInfo.GetNumDimensions(); i-- > 0;) |
| 65 | { |
| 66 | outIndex += dimensionStride * (indices[i] - view.m_Origin[i]); |
| 67 | dimensionStride *= outputInfo.GetShape()[i]; |
| 68 | } |
| 69 | |
telsoa01 | c577f2c | 2018-08-31 09:22:23 +0100 | [diff] [blame] | 70 | //We are within the view, to copy input data to the output corresponding to this view. |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 71 | DataType* outputData = GetOutputTensorData<DataType>(viewIdx, data); |
Narumol Prangnawarat | ac2770a | 2020-04-01 16:51:23 +0100 | [diff] [blame] | 72 | ARMNN_ASSERT(outputData); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 73 | |
| 74 | const DataType* inputData = GetInputTensorData<DataType>(0, data); |
Narumol Prangnawarat | ac2770a | 2020-04-01 16:51:23 +0100 | [diff] [blame] | 75 | ARMNN_ASSERT(inputData); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 76 | |
| 77 | outputData[outIndex] = inputData[index]; |
| 78 | } |
| 79 | } |
| 80 | } |
| 81 | } |
| 82 | |
Finn Williams | b8181f7 | 2021-04-07 10:23:21 +0100 | [diff] [blame] | 83 | void Split(const SplitterQueueDescriptor& data, |
| 84 | std::vector<ITensorHandle*> inputs, |
| 85 | std::vector<ITensorHandle*> outputs); |
telsoa01 | 4fcda01 | 2018-03-09 14:13:49 +0000 | [diff] [blame] | 86 | } //namespace armnn |