Narumol Prangnawarat | 4dc64a6 | 2019-09-16 17:00:22 +0100 | [diff] [blame] | 1 | // |
| 2 | // Copyright © 2019 Arm Ltd. All rights reserved. |
| 3 | // SPDX-License-Identifier: MIT |
| 4 | // |
| 5 | |
| 6 | #include "ArgMinMax.hpp" |
| 7 | |
Matteo Martincigh | e011d20 | 2019-11-28 11:35:47 +0000 | [diff] [blame] | 8 | #include <armnnUtils/TensorUtils.hpp> |
Narumol Prangnawarat | 4dc64a6 | 2019-09-16 17:00:22 +0100 | [diff] [blame] | 9 | |
Matthew Sloyan | 171214c | 2020-09-09 09:07:37 +0100 | [diff] [blame] | 10 | #include <armnn/utility/NumericCast.hpp> |
Narumol Prangnawarat | 4dc64a6 | 2019-09-16 17:00:22 +0100 | [diff] [blame] | 11 | |
| 12 | namespace armnn |
| 13 | { |
| 14 | |
Inki Dae | d4619e2 | 2020-09-10 15:33:54 +0900 | [diff] [blame] | 15 | template <typename OUT> |
| 16 | void ArgMinMax(Decoder<float>& in, OUT* out, const TensorInfo& inputTensorInfo, |
Narumol Prangnawarat | 4dc64a6 | 2019-09-16 17:00:22 +0100 | [diff] [blame] | 17 | const TensorInfo& outputTensorInfo, ArgMinMaxFunction function, int axis) |
| 18 | { |
Jan Eilers | 8eb2560 | 2020-03-09 12:13:48 +0000 | [diff] [blame] | 19 | IgnoreUnused(outputTensorInfo); |
Derek Lamberti | 901ea11 | 2019-12-10 22:07:09 +0000 | [diff] [blame] | 20 | |
Narumol Prangnawarat | 4dc64a6 | 2019-09-16 17:00:22 +0100 | [diff] [blame] | 21 | unsigned int uAxis = armnnUtils::GetUnsignedAxis(inputTensorInfo.GetNumDimensions(), axis); |
| 22 | |
| 23 | const unsigned int outerElements = armnnUtils::GetNumElementsBetween(inputTensorInfo.GetShape(), 0, uAxis); |
| 24 | const unsigned int axisSize = inputTensorInfo.GetShape()[uAxis]; |
| 25 | const unsigned int innerElements = armnnUtils::GetNumElementsBetween(inputTensorInfo.GetShape(), |
| 26 | uAxis + 1, |
| 27 | inputTensorInfo.GetNumDimensions()); |
| 28 | |
| 29 | for (unsigned int outer = 0; outer < outerElements; ++outer) { |
| 30 | for (unsigned int inner = 0; inner < innerElements; ++inner) { |
| 31 | in[outer * axisSize * innerElements + inner]; |
| 32 | auto tmpValue = in.Get(); |
| 33 | unsigned int tmpIndex = 0; |
| 34 | for (unsigned int i = 1; i < axisSize; ++i) { |
| 35 | in[(outer * axisSize * innerElements) + (i * innerElements) + inner]; |
| 36 | const auto& value = in.Get(); |
| 37 | if ((function == armnn::ArgMinMaxFunction::Min && value < tmpValue) || |
| 38 | (function == armnn::ArgMinMaxFunction::Max && value > tmpValue)) { |
| 39 | tmpValue = value; |
| 40 | tmpIndex = i; |
| 41 | } |
| 42 | } |
Inki Dae | d4619e2 | 2020-09-10 15:33:54 +0900 | [diff] [blame] | 43 | |
| 44 | out[outer * innerElements + inner] = armnn::numeric_cast<OUT>(tmpIndex); |
Narumol Prangnawarat | 4dc64a6 | 2019-09-16 17:00:22 +0100 | [diff] [blame] | 45 | } |
| 46 | } |
| 47 | } |
| 48 | |
Inki Dae | d4619e2 | 2020-09-10 15:33:54 +0900 | [diff] [blame] | 49 | template void ArgMinMax(Decoder<float>& in, int32_t* out, const TensorInfo& inputTensorInfo, |
| 50 | const TensorInfo& outputTensorInfo, ArgMinMaxFunction function, int axis); |
| 51 | |
| 52 | template void ArgMinMax(Decoder<float>& in, int64_t* out, const TensorInfo& inputTensorInfo, |
| 53 | const TensorInfo& outputTensorInfo, ArgMinMaxFunction function, int axis); |
| 54 | |
Narumol Prangnawarat | 4dc64a6 | 2019-09-16 17:00:22 +0100 | [diff] [blame] | 55 | } //namespace armnn |