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 <algorithm> |
| 12 | #include <iostream> |
| 13 | |
| 14 | namespace armnn |
| 15 | { |
| 16 | |
| 17 | template <typename T> |
| 18 | void Debug(const TensorInfo& inputInfo, |
Nattapat Chaimanowong | cfdcadf | 2018-12-06 11:54:33 +0000 | [diff] [blame] | 19 | const T* inputData, |
Nattapat Chaimanowong | 964e955 | 2019-03-26 11:03:26 +0000 | [diff] [blame] | 20 | LayerGuid guid, |
| 21 | const std::string& layerName, |
| 22 | unsigned int slotIndex) |
Nattapat Chaimanowong | cfdcadf | 2018-12-06 11:54:33 +0000 | [diff] [blame] | 23 | { |
| 24 | const unsigned int numDims = inputInfo.GetNumDimensions(); |
| 25 | const unsigned int numElements = inputInfo.GetNumElements(); |
| 26 | const TensorShape& inputShape = inputInfo.GetShape(); |
| 27 | |
Rob Hughes | 9e10c2b | 2019-07-23 15:37:19 +0100 | [diff] [blame] | 28 | std::vector<unsigned int> strides(numDims, 0); |
Nattapat Chaimanowong | cfdcadf | 2018-12-06 11:54:33 +0000 | [diff] [blame] | 29 | strides[numDims - 1] = inputShape[numDims - 1]; |
| 30 | |
| 31 | for (unsigned int i = 2; i <= numDims; i++) |
| 32 | { |
| 33 | strides[numDims - i] = strides[numDims - i + 1] * inputShape[numDims - i]; |
| 34 | } |
| 35 | |
| 36 | std::cout << "{ "; |
Nattapat Chaimanowong | 964e955 | 2019-03-26 11:03:26 +0000 | [diff] [blame] | 37 | std::cout << "\"layerGuid\": " << guid << ", "; |
| 38 | std::cout << "\"layerName\": \"" << layerName << "\", "; |
| 39 | std::cout << "\"outputSlot\": " << slotIndex << ", "; |
Nattapat Chaimanowong | cfdcadf | 2018-12-06 11:54:33 +0000 | [diff] [blame] | 40 | std::cout << "\"shape\": "; |
| 41 | |
| 42 | std::cout << "["; |
| 43 | for (unsigned int i = 0; i < numDims; i++) |
| 44 | { |
| 45 | std::cout << inputShape[i]; |
| 46 | if (i != numDims - 1) |
| 47 | { |
| 48 | std::cout << ", "; |
| 49 | } |
| 50 | } |
| 51 | std::cout << "], "; |
| 52 | |
| 53 | std::cout << "\"min\": " |
Matthew Sloyan | 24ac859 | 2020-09-23 16:57:23 +0100 | [diff] [blame] | 54 | << static_cast<float>(*std::min_element(inputData, inputData + numElements)) << ", "; |
Nattapat Chaimanowong | cfdcadf | 2018-12-06 11:54:33 +0000 | [diff] [blame] | 55 | |
| 56 | std::cout << "\"max\": " |
Matthew Sloyan | 24ac859 | 2020-09-23 16:57:23 +0100 | [diff] [blame] | 57 | << static_cast<float>(*std::max_element(inputData, inputData + numElements)) << ", "; |
Nattapat Chaimanowong | cfdcadf | 2018-12-06 11:54:33 +0000 | [diff] [blame] | 58 | |
| 59 | std::cout << "\"data\": "; |
| 60 | |
| 61 | for (unsigned int i = 0; i < numElements; i++) |
| 62 | { |
| 63 | for (unsigned int j = 0; j < numDims; j++) |
| 64 | { |
| 65 | if (i % strides[j] == 0) |
| 66 | { |
| 67 | std::cout << "[" ; |
| 68 | } |
| 69 | } |
| 70 | |
Matthew Sloyan | 24ac859 | 2020-09-23 16:57:23 +0100 | [diff] [blame] | 71 | std::cout << static_cast<float>(inputData[i]); |
Nattapat Chaimanowong | cfdcadf | 2018-12-06 11:54:33 +0000 | [diff] [blame] | 72 | |
| 73 | for (unsigned int j = 0; j < numDims; j++) |
| 74 | { |
| 75 | if ((i+1) % strides[j] == 0) |
| 76 | { |
| 77 | std::cout << "]" ; |
| 78 | } |
| 79 | } |
| 80 | |
| 81 | if (i != numElements - 1) |
| 82 | { |
| 83 | std::cout << ", "; |
| 84 | } |
| 85 | } |
| 86 | |
| 87 | std::cout << " }" << std::endl; |
Nattapat Chaimanowong | cfdcadf | 2018-12-06 11:54:33 +0000 | [diff] [blame] | 88 | } |
| 89 | |
Narumol Prangnawarat | 403a185 | 2020-03-12 14:24:13 +0000 | [diff] [blame] | 90 | template void Debug<BFloat16>(const TensorInfo& inputInfo, |
| 91 | const BFloat16* inputData, |
| 92 | LayerGuid guid, |
| 93 | const std::string& layerName, |
| 94 | unsigned int slotIndex); |
| 95 | |
Aron Virginas-Tar | db1a283 | 2019-11-12 16:15:11 +0000 | [diff] [blame] | 96 | template void Debug<Half>(const TensorInfo& inputInfo, |
| 97 | const Half* inputData, |
| 98 | LayerGuid guid, |
| 99 | const std::string& layerName, |
| 100 | unsigned int slotIndex); |
| 101 | |
Nattapat Chaimanowong | cfdcadf | 2018-12-06 11:54:33 +0000 | [diff] [blame] | 102 | template void Debug<float>(const TensorInfo& inputInfo, |
Nattapat Chaimanowong | cfdcadf | 2018-12-06 11:54:33 +0000 | [diff] [blame] | 103 | const float* inputData, |
Nattapat Chaimanowong | 964e955 | 2019-03-26 11:03:26 +0000 | [diff] [blame] | 104 | LayerGuid guid, |
| 105 | const std::string& layerName, |
| 106 | unsigned int slotIndex); |
Nattapat Chaimanowong | cfdcadf | 2018-12-06 11:54:33 +0000 | [diff] [blame] | 107 | |
| 108 | template void Debug<uint8_t>(const TensorInfo& inputInfo, |
Nattapat Chaimanowong | cfdcadf | 2018-12-06 11:54:33 +0000 | [diff] [blame] | 109 | const uint8_t* inputData, |
Nattapat Chaimanowong | 964e955 | 2019-03-26 11:03:26 +0000 | [diff] [blame] | 110 | LayerGuid guid, |
| 111 | const std::string& layerName, |
| 112 | unsigned int slotIndex); |
| 113 | |
Keith Davis | 5204aa8 | 2020-01-27 15:24:59 +0000 | [diff] [blame] | 114 | template void Debug<int8_t>(const TensorInfo& inputInfo, |
| 115 | const int8_t* inputData, |
| 116 | LayerGuid guid, |
| 117 | const std::string& layerName, |
| 118 | unsigned int slotIndex); |
| 119 | |
Narumol Prangnawarat | 47cfee9 | 2019-07-04 10:29:00 +0100 | [diff] [blame] | 120 | template void Debug<int16_t>(const TensorInfo& inputInfo, |
| 121 | const int16_t* inputData, |
| 122 | LayerGuid guid, |
| 123 | const std::string& layerName, |
| 124 | unsigned int slotIndex); |
Aron Virginas-Tar | db1a283 | 2019-11-12 16:15:11 +0000 | [diff] [blame] | 125 | |
Narumol Prangnawarat | d2d917d | 2020-01-09 10:16:39 +0000 | [diff] [blame] | 126 | template void Debug<int32_t>(const TensorInfo& inputInfo, |
| 127 | const int32_t* inputData, |
| 128 | LayerGuid guid, |
| 129 | const std::string& layerName, |
| 130 | unsigned int slotIndex); |
| 131 | |
Matteo Martincigh | 4912402 | 2019-01-11 13:25:59 +0000 | [diff] [blame] | 132 | } // namespace armnn |