Nattapat Chaimanowong | cfdcadf | 2018-12-06 11:54:33 +0000 | [diff] [blame] | 1 | // |
| 2 | // Copyright © 2017 Arm Ltd. All rights reserved. |
| 3 | // SPDX-License-Identifier: MIT |
| 4 | // |
Aron Virginas-Tar | db1a283 | 2019-11-12 16:15:11 +0000 | [diff] [blame] | 5 | |
Nattapat Chaimanowong | cfdcadf | 2018-12-06 11:54:33 +0000 | [diff] [blame] | 6 | #include "Debug.hpp" |
| 7 | |
Narumol Prangnawarat | 403a185 | 2020-03-12 14:24:13 +0000 | [diff] [blame] | 8 | #include <BFloat16.hpp> |
Aron Virginas-Tar | db1a283 | 2019-11-12 16:15:11 +0000 | [diff] [blame] | 9 | #include <Half.hpp> |
| 10 | |
Nattapat Chaimanowong | cfdcadf | 2018-12-06 11:54:33 +0000 | [diff] [blame] | 11 | #include <boost/numeric/conversion/cast.hpp> |
| 12 | |
Nattapat Chaimanowong | cfdcadf | 2018-12-06 11:54:33 +0000 | [diff] [blame] | 13 | #include <algorithm> |
| 14 | #include <iostream> |
| 15 | |
| 16 | namespace armnn |
| 17 | { |
| 18 | |
| 19 | template <typename T> |
| 20 | void Debug(const TensorInfo& inputInfo, |
Nattapat Chaimanowong | cfdcadf | 2018-12-06 11:54:33 +0000 | [diff] [blame] | 21 | const T* inputData, |
Nattapat Chaimanowong | 964e955 | 2019-03-26 11:03:26 +0000 | [diff] [blame] | 22 | LayerGuid guid, |
| 23 | const std::string& layerName, |
| 24 | unsigned int slotIndex) |
Nattapat Chaimanowong | cfdcadf | 2018-12-06 11:54:33 +0000 | [diff] [blame] | 25 | { |
| 26 | const unsigned int numDims = inputInfo.GetNumDimensions(); |
| 27 | const unsigned int numElements = inputInfo.GetNumElements(); |
| 28 | const TensorShape& inputShape = inputInfo.GetShape(); |
| 29 | |
Rob Hughes | 9e10c2b | 2019-07-23 15:37:19 +0100 | [diff] [blame] | 30 | std::vector<unsigned int> strides(numDims, 0); |
Nattapat Chaimanowong | cfdcadf | 2018-12-06 11:54:33 +0000 | [diff] [blame] | 31 | strides[numDims - 1] = inputShape[numDims - 1]; |
| 32 | |
| 33 | for (unsigned int i = 2; i <= numDims; i++) |
| 34 | { |
| 35 | strides[numDims - i] = strides[numDims - i + 1] * inputShape[numDims - i]; |
| 36 | } |
| 37 | |
| 38 | std::cout << "{ "; |
Nattapat Chaimanowong | 964e955 | 2019-03-26 11:03:26 +0000 | [diff] [blame] | 39 | std::cout << "\"layerGuid\": " << guid << ", "; |
| 40 | std::cout << "\"layerName\": \"" << layerName << "\", "; |
| 41 | std::cout << "\"outputSlot\": " << slotIndex << ", "; |
Nattapat Chaimanowong | cfdcadf | 2018-12-06 11:54:33 +0000 | [diff] [blame] | 42 | std::cout << "\"shape\": "; |
| 43 | |
| 44 | std::cout << "["; |
| 45 | for (unsigned int i = 0; i < numDims; i++) |
| 46 | { |
| 47 | std::cout << inputShape[i]; |
| 48 | if (i != numDims - 1) |
| 49 | { |
| 50 | std::cout << ", "; |
| 51 | } |
| 52 | } |
| 53 | std::cout << "], "; |
| 54 | |
| 55 | std::cout << "\"min\": " |
| 56 | << boost::numeric_cast<float>(*std::min_element(inputData, inputData + numElements)) << ", "; |
| 57 | |
| 58 | std::cout << "\"max\": " |
| 59 | << boost::numeric_cast<float>(*std::max_element(inputData, inputData + numElements)) << ", "; |
| 60 | |
| 61 | std::cout << "\"data\": "; |
| 62 | |
| 63 | for (unsigned int i = 0; i < numElements; i++) |
| 64 | { |
| 65 | for (unsigned int j = 0; j < numDims; j++) |
| 66 | { |
| 67 | if (i % strides[j] == 0) |
| 68 | { |
| 69 | std::cout << "[" ; |
| 70 | } |
| 71 | } |
| 72 | |
| 73 | std::cout << boost::numeric_cast<float>(inputData[i]); |
| 74 | |
| 75 | for (unsigned int j = 0; j < numDims; j++) |
| 76 | { |
| 77 | if ((i+1) % strides[j] == 0) |
| 78 | { |
| 79 | std::cout << "]" ; |
| 80 | } |
| 81 | } |
| 82 | |
| 83 | if (i != numElements - 1) |
| 84 | { |
| 85 | std::cout << ", "; |
| 86 | } |
| 87 | } |
| 88 | |
| 89 | std::cout << " }" << std::endl; |
Nattapat Chaimanowong | cfdcadf | 2018-12-06 11:54:33 +0000 | [diff] [blame] | 90 | } |
| 91 | |
Narumol Prangnawarat | 403a185 | 2020-03-12 14:24:13 +0000 | [diff] [blame] | 92 | template void Debug<BFloat16>(const TensorInfo& inputInfo, |
| 93 | const BFloat16* inputData, |
| 94 | LayerGuid guid, |
| 95 | const std::string& layerName, |
| 96 | unsigned int slotIndex); |
| 97 | |
Aron Virginas-Tar | db1a283 | 2019-11-12 16:15:11 +0000 | [diff] [blame] | 98 | template void Debug<Half>(const TensorInfo& inputInfo, |
| 99 | const Half* inputData, |
| 100 | LayerGuid guid, |
| 101 | const std::string& layerName, |
| 102 | unsigned int slotIndex); |
| 103 | |
Nattapat Chaimanowong | cfdcadf | 2018-12-06 11:54:33 +0000 | [diff] [blame] | 104 | template void Debug<float>(const TensorInfo& inputInfo, |
Nattapat Chaimanowong | cfdcadf | 2018-12-06 11:54:33 +0000 | [diff] [blame] | 105 | const float* inputData, |
Nattapat Chaimanowong | 964e955 | 2019-03-26 11:03:26 +0000 | [diff] [blame] | 106 | LayerGuid guid, |
| 107 | const std::string& layerName, |
| 108 | unsigned int slotIndex); |
Nattapat Chaimanowong | cfdcadf | 2018-12-06 11:54:33 +0000 | [diff] [blame] | 109 | |
| 110 | template void Debug<uint8_t>(const TensorInfo& inputInfo, |
Nattapat Chaimanowong | cfdcadf | 2018-12-06 11:54:33 +0000 | [diff] [blame] | 111 | const uint8_t* inputData, |
Nattapat Chaimanowong | 964e955 | 2019-03-26 11:03:26 +0000 | [diff] [blame] | 112 | LayerGuid guid, |
| 113 | const std::string& layerName, |
| 114 | unsigned int slotIndex); |
| 115 | |
Keith Davis | 5204aa8 | 2020-01-27 15:24:59 +0000 | [diff] [blame] | 116 | template void Debug<int8_t>(const TensorInfo& inputInfo, |
| 117 | const int8_t* inputData, |
| 118 | LayerGuid guid, |
| 119 | const std::string& layerName, |
| 120 | unsigned int slotIndex); |
| 121 | |
Narumol Prangnawarat | 47cfee9 | 2019-07-04 10:29:00 +0100 | [diff] [blame] | 122 | template void Debug<int16_t>(const TensorInfo& inputInfo, |
| 123 | const int16_t* inputData, |
| 124 | LayerGuid guid, |
| 125 | const std::string& layerName, |
| 126 | unsigned int slotIndex); |
Aron Virginas-Tar | db1a283 | 2019-11-12 16:15:11 +0000 | [diff] [blame] | 127 | |
Narumol Prangnawarat | d2d917d | 2020-01-09 10:16:39 +0000 | [diff] [blame] | 128 | template void Debug<int32_t>(const TensorInfo& inputInfo, |
| 129 | const int32_t* inputData, |
| 130 | LayerGuid guid, |
| 131 | const std::string& layerName, |
| 132 | unsigned int slotIndex); |
| 133 | |
Matteo Martincigh | 4912402 | 2019-01-11 13:25:59 +0000 | [diff] [blame] | 134 | } // namespace armnn |