derek.holloway
7502bf64a4
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389 lines
27 KiB
C++
389 lines
27 KiB
C++
/******************************************************************************
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Copyright (c) 2018 Advanced Micro Devices, Inc. All rights reserved.
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Permission is hereby granted, free of charge, to any person obtaining a copy
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of this software and associated documentation files (the "Software"), to deal
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in the Software without restriction, including without limitation the rights
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to use, copy, modify, merge, publish, distribute, sublicense, and/or sell
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copies of the Software, and to permit persons to whom the Software is
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furnished to do so, subject to the following conditions:
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The above copyright notice and this permission notice shall be included in
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all copies or substantial portions of the Software.
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THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
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IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
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FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
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AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
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LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM,
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OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN
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THE SOFTWARE.
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*******************************************************************************/
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#include "simple_convolution/simple_convolution.h"
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#include <assert.h>
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#include <string.h>
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#include <iostream>
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#include "util/helper_funcs.h"
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#include "util/test_assert.h"
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const uint32_t SimpleConvolution::input_data_[]{
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15, 201, 51, 89, 92, 34, 96, 66, 11, 225, 161, 96, 81, 211, 108, 124, 202, 244, 182,
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90, 215, 92, 98, 20, 44, 225, 55, 247, 202, 0, 45, 218, 202, 97, 51, 39, 131, 147,
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105, 143, 116, 11, 239, 198, 222, 92, 67, 169, 81, 250, 3, 40, 86, 101, 60, 131, 70,
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116, 123, 17, 117, 168, 236, 64, 10, 31, 103, 142, 179, 209, 29, 40, 220, 13, 239, 187,
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105, 50, 100, 186, 44, 104, 227, 131, 205, 32, 6, 20, 149, 130, 38, 10, 43, 18, 75,
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53, 50, 178, 195, 230, 132, 225, 14, 96, 238, 253, 27, 88, 48, 128, 18, 92, 232, 246,
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224, 182, 23, 231, 203, 172, 105, 241, 183, 148, 4, 2, 202, 55, 181, 142, 29, 57, 111,
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43, 153, 93, 41, 181, 181, 89, 54, 200, 182, 31, 190, 150, 213, 213, 126, 160, 130, 232,
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146, 57, 125, 151, 59, 71, 206, 240, 213, 236, 42, 68, 24, 195, 162, 65, 121, 87, 155,
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175, 31, 81, 207, 222, 232, 164, 180, 102, 69, 55, 79, 216, 112, 204, 112, 171, 19, 63,
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156, 233, 43, 198, 46, 67, 138, 208, 132, 4, 39, 32, 180, 71, 113, 131, 38, 90, 40,
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219, 193, 109, 18, 16, 70, 131, 220, 182, 46, 240, 245, 203, 217, 32, 146, 7, 100, 28,
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216, 233, 32, 255, 9, 213, 71, 123, 88, 110, 213, 128, 74, 150, 238, 93, 166, 52, 224,
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131, 234, 15, 115, 224, 218, 76, 1, 108, 84, 101, 137, 44, 79, 170, 44, 88, 127, 116,
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211, 216, 226, 168, 88, 45, 63, 70, 138, 230, 123, 107, 105, 101, 122, 220, 70, 84, 41,
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71, 193, 125, 173, 75, 169, 252, 245, 213, 84, 117, 73, 40, 77, 44, 209, 166, 90, 16,
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237, 229, 246, 104, 80, 95, 206, 202, 60, 20, 31, 101, 92, 225, 226, 9, 44, 140, 5,
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34, 97, 89, 151, 171, 129, 229, 216, 82, 139, 51, 99, 120, 24, 89, 225, 104, 185, 175,
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50, 246, 196, 82, 91, 32, 51, 62, 42, 96, 202, 47, 130, 44, 137, 26, 215, 10, 255,
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176, 93, 138, 227, 193, 3, 251, 27, 229, 100, 212, 149, 151, 202, 89, 233, 38, 122, 29,
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100, 164, 125, 46, 212, 0, 90, 93, 26, 50, 103, 25, 226, 197, 164, 198, 135, 168, 194,
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162, 141, 38, 119, 34, 190, 66, 124, 167, 104, 247, 197, 204, 156, 67, 251, 112, 67, 85,
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205, 93, 135, 53, 119, 106, 251, 28, 49, 130, 196, 243, 36, 82, 26, 155, 117, 216, 221,
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241, 128, 70, 233, 70, 18, 133, 137, 14, 245, 204, 99, 195, 42, 235, 248, 161, 86, 243,
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190, 135, 118, 130, 123, 154, 213, 150, 54, 74, 111, 20, 60, 240, 90, 37, 54, 109, 171,
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191, 123, 161, 140, 222, 100, 182, 202, 93, 88, 32, 80, 23, 168, 198, 153, 36, 97, 111,
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187, 151, 185, 43, 172, 245, 27, 6, 27, 82, 115, 199, 18, 239, 104, 158, 206, 205, 85,
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152, 42, 174, 185, 123, 197, 98, 65, 95, 135, 163, 206, 66, 59, 136, 109, 231, 125, 137,
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237, 153, 219, 97, 96, 237, 81, 201, 140, 31, 150, 226, 183, 192, 144, 113, 59, 86, 212,
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125, 182, 91, 33, 132, 158, 92, 12, 12, 68, 138, 149, 50, 36, 113, 147, 133, 95, 229,
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78, 235, 4, 228, 206, 188, 165, 95, 45, 225, 181, 1, 94, 107, 93, 128, 240, 251, 220,
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252, 7, 32, 135, 156, 83, 171, 14, 230, 48, 109, 203, 126, 89, 208, 99, 39, 140, 9,
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134, 185, 234, 60, 187, 73, 167, 24, 201, 152, 20, 166, 148, 27, 199, 28, 184, 26, 199,
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198, 0, 248, 52, 204, 119, 141, 157, 218, 181, 41, 227, 59, 227, 206, 119, 159, 23, 31,
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184, 224, 183, 204, 134, 76, 231, 77, 105, 160, 103, 48, 103, 104, 41, 155, 53, 160, 41,
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210, 123, 222, 252, 95, 26, 223, 45, 146, 126, 68, 177, 54, 37, 105, 3, 171, 182, 235,
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249, 31, 139, 97, 80, 243, 202, 121, 143, 0, 26, 184, 210, 149, 151, 207, 244, 177, 174,
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34, 67, 45, 102, 245, 100, 140, 95, 104, 55, 21, 83, 49, 53, 223, 147, 134, 210, 93,
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0, 97, 93, 26, 26, 48, 175, 178, 255, 164, 99, 174, 198, 167, 220, 45, 156, 64, 185,
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252, 168, 241, 18, 252, 35, 71, 219, 182, 205, 173, 19, 206, 15, 113, 232, 42, 161, 152,
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220, 160, 60, 64, 79, 3, 231, 43, 49, 132, 108, 235, 128, 21, 220, 146, 17, 255, 218,
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236, 182, 168, 154, 201, 118, 170, 58, 94, 212, 220, 246, 177, 125, 51, 241, 204, 55, 216,
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248, 104, 92, 100, 83, 221, 121, 48, 111, 138, 47, 73, 119, 230, 241, 17, 175, 103, 187,
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234, 198, 144, 199, 188, 65, 68, 240, 51, 17, 39, 11, 9, 143, 104, 109, 227, 70, 231,
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19, 181, 113, 66, 255, 233, 41, 241, 250, 217, 89, 182, 196, 31, 71, 139, 220, 137, 208,
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204, 188, 225, 243, 200, 234, 131, 48, 88, 102, 119, 63, 121, 44, 177, 188, 44, 154, 229,
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29, 149, 190, 118, 76, 130, 150, 147, 14, 114, 28, 222, 62, 217, 191, 50, 161, 170, 181,
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210, 2, 28, 73, 66, 149, 117, 243, 81, 162, 141, 55, 191, 35, 245, 54, 111, 120, 204,
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2, 134, 62, 31, 100, 125, 248, 36, 175, 153, 206, 101, 107, 209, 129, 181, 19, 22, 43,
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7, 104, 205, 149, 159, 140, 184, 149, 195, 39, 14, 143, 42, 148, 205, 73, 249, 74, 66,
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30, 250, 219, 237, 96, 71, 190, 225, 253, 210, 248, 40, 218, 96, 245, 111, 0, 130, 39,
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150, 69, 79, 165, 212, 122, 57, 162, 195, 51, 237, 6, 82, 231, 225, 63, 71, 41, 253,
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41, 38, 208, 33, 78, 170, 130, 68, 26, 131, 198, 66, 26, 12, 145, 191, 224, 11, 249,
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130, 207, 44, 112, 213, 126, 88, 183, 190, 160, 225, 187, 201, 8, 140, 235, 87, 55, 109,
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155, 81, 241, 98, 147, 11, 110, 37, 202, 79, 49, 195, 210, 0, 240, 66, 214, 110, 154,
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142, 44, 58, 111, 232, 4, 119, 117, 239, 207, 172, 93, 106, 254, 78, 205, 145, 89, 59,
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183, 35, 138, 232, 230, 92, 233, 214, 159, 191, 69, 58, 78, 114, 116, 189, 91, 121, 53,
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208, 104, 4, 125, 198, 111, 123, 20, 60, 13, 109, 120, 196, 145, 3, 172, 119, 95, 150,
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78, 255, 85, 147, 57, 163, 6, 174, 97, 97, 39, 151, 50, 144, 155, 175, 86, 11, 43,
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107, 71, 56, 216, 191, 253, 105, 194, 170, 225, 34, 64, 47, 34, 150, 195, 91, 58, 201,
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10, 155, 43, 49, 50, 93, 194, 206, 13, 25, 217, 56, 132, 33, 112, 92, 225, 109, 198,
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164, 23, 167, 199, 88, 215, 234, 238, 155, 69, 40, 100, 80, 196, 144, 129, 246, 237, 68,
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197, 250, 93, 159, 51, 225, 193, 163, 62, 163, 17, 4, 71, 41, 172, 15, 130, 132, 249,
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112, 31, 63, 152, 132, 143, 92, 20, 17, 83, 1, 86, 25, 252, 179, 185, 47, 149, 122,
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211, 211, 29, 229, 216, 101, 15, 133, 117, 145, 9, 111, 1, 40, 175, 154, 173, 62, 247,
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193, 80, 75, 194, 166, 100, 191, 90, 29, 239, 239, 152, 194, 195, 182, 168, 156, 27, 183,
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33, 145, 73, 43, 0, 75, 83, 175, 229, 0, 238, 221, 194, 63, 40, 133, 230, 140, 68,
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64, 170, 51, 48, 66, 246, 243, 248, 159, 144, 20, 87, 177, 165, 160, 220, 166, 235, 48,
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86, 209, 49, 68, 174, 243, 132, 214, 120, 106, 99, 189, 170, 13, 241, 219, 80, 232, 207,
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72, 135, 95, 92, 223, 16, 2, 127, 237, 169, 107, 29, 255, 61, 79, 68, 236, 67, 200,
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194, 188, 50, 38, 121, 221, 52, 107, 184, 132, 84, 136, 204, 219, 231, 41, 186, 248, 44,
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58, 229, 213, 166, 3, 212, 227, 82, 25, 207, 150, 225, 146, 82, 20, 185, 204, 242, 237,
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55, 170, 113, 139, 50, 62, 103, 26, 103, 34, 18, 148, 93, 247, 105, 3, 251, 62, 231,
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77, 87, 182, 227, 57, 73, 54, 77, 2, 2, 63, 239, 57, 234, 97, 197, 29, 159, 44,
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55, 7, 79, 74, 155, 172, 66, 5, 175, 61, 67, 150, 139, 155, 77, 111, 212, 151, 165,
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34, 153, 167, 98, 137, 225, 77, 234, 166, 107, 138, 211, 163, 145, 34, 237, 45, 206, 47,
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50, 126, 108, 117, 21, 248, 17, 98, 103, 230, 249, 12, 9, 147, 179, 107, 29, 149, 185,
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7, 59, 37, 146, 14, 200, 35, 49, 182, 80, 0, 230, 130, 126, 83, 248, 148, 75, 9,
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247, 178, 240, 240, 190, 249, 132, 114, 101, 161, 7, 30, 169, 67, 68, 59, 82, 12, 95,
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131, 195, 176, 131, 169, 51, 2, 252, 44, 150, 72, 54, 141, 250, 38, 126, 185, 31, 3,
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44, 132, 165, 52, 163, 78, 120, 231, 138, 202, 244, 234, 77, 183, 155, 209, 97, 207, 212,
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94, 251, 107, 166, 49, 249, 161, 88, 120, 91, 120, 123, 135, 253, 33, 188, 160, 112, 52,
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136, 250, 254, 125, 229, 76, 53, 128, 30, 150, 79, 243, 244, 75, 95, 155, 125, 88, 60,
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213, 209, 152, 78, 77, 32, 75, 110, 220, 236, 222, 17, 117, 217, 15, 242, 190, 92, 39,
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63, 123, 190, 143, 111, 178, 219, 206, 78, 88, 38, 138, 46, 247, 34, 124, 69, 66, 199,
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179, 31, 179, 145, 48, 41, 106, 64, 27, 41, 157, 67, 105, 24, 1, 249, 135, 179, 212,
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86, 1, 44, 124, 140, 91, 116, 175, 215, 185, 242, 159, 108, 17, 83, 254, 66, 124, 105,
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131, 151, 146, 32, 218, 252, 57, 219, 245, 193, 143, 201, 23, 145, 246, 148, 30, 82, 8,
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206, 41, 194, 192, 201, 47, 210, 28, 46, 20, 152, 151, 151, 48, 42, 184, 11, 38, 241,
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231, 28, 179, 119, 230, 202, 8, 220, 94, 39, 46, 103, 245, 88, 42, 181, 33, 90, 136,
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62, 136, 156, 214, 31, 52, 7, 74, 237, 19, 113, 223, 250, 141, 146, 113, 115, 92, 122,
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80, 187, 161, 126, 35, 150, 215, 78, 76, 249, 168, 212, 55, 48, 113, 14, 80, 166, 21,
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154, 147, 40, 12, 114, 35, 153, 5, 148, 12, 98, 15, 92, 29, 176, 219, 65, 71, 179,
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143, 147, 172, 56, 104, 227, 104, 218, 241, 185, 128, 7, 84, 20, 47, 96, 135, 82, 249,
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140, 231, 6, 238, 246, 99, 12, 167, 63, 77, 238, 242, 221, 130, 158, 21, 235, 129, 126,
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197, 114, 56, 69, 121, 140, 90, 169, 237, 225, 252, 231, 109, 228, 237, 91, 219, 81, 104,
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130, 144, 181, 113, 130, 147, 244, 32, 169, 223, 162, 39, 164, 21, 95, 234, 143, 236, 68,
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57, 217, 37, 53, 192, 147, 25, 174, 239, 245, 0, 87, 119, 144, 13, 232, 19, 160, 220,
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51, 73, 188, 214, 113, 96, 235, 209, 75, 122, 190, 144, 179, 151, 181, 233, 88, 73, 3,
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7, 56, 248, 7, 143, 112, 152, 156, 89, 171, 61, 53, 223, 135, 242, 181, 248, 83, 161,
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202, 158, 28, 136, 46, 208, 32, 228, 186, 121, 45, 189, 128, 102, 182, 136, 246, 38, 32,
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147, 127, 204, 208, 181, 171, 87, 167, 97, 80, 250, 2, 26, 153, 31, 163, 200, 239, 195,
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172, 169, 60, 218, 103, 188, 65, 30, 69, 55, 68, 102, 202, 196, 50, 154, 121, 221, 242,
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33, 63, 67, 28, 66, 93, 181, 97, 0, 126, 81, 196, 43, 251, 0, 5, 98, 189, 70,
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128, 3, 126, 197, 105, 72, 137, 155, 227, 3, 121, 214, 36, 184, 25, 65, 250, 118, 247,
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91, 119, 117, 173, 60, 160, 168, 60, 166, 10, 250, 237, 139, 253, 107, 80, 102, 180, 217,
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2, 151, 221, 123, 109, 1, 52, 134, 66, 46, 253, 57, 138, 117, 175, 55, 178, 79, 223,
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239, 245, 234, 233, 226, 117, 231, 78, 198, 78, 2, 159, 80, 154, 124, 204, 7, 126, 0,
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142, 193, 47, 140, 251, 185, 2, 170, 241, 180, 249, 208, 163, 239, 186, 141, 210, 48, 116,
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32, 246, 195, 34, 150, 19, 188, 19, 224, 196, 146, 224, 83, 83, 15, 224, 78, 201, 226,
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249, 186, 151, 243, 139, 58, 226, 70, 199, 181, 118, 60, 213, 109, 255, 248, 3, 19, 181,
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23, 243, 122, 169, 212, 205, 252, 228, 173, 75, 173, 144, 68, 104, 39, 55, 243, 98, 26,
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57, 41, 207, 175, 102, 165, 29, 102, 158, 32, 121, 83, 56, 109, 205, 225, 66, 155, 222,
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38, 73, 42, 212, 218, 110, 60, 1, 166, 48, 99, 193, 105, 141, 145, 25, 244, 54, 54,
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90, 213, 87, 212, 40, 143, 66, 246, 112, 132, 146, 79, 171, 220, 121, 128, 182, 232, 189,
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184, 143, 237, 27, 80, 86, 169, 226, 112, 158, 25, 166, 248, 238, 253, 204, 23, 141, 15,
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13, 254, 147, 160, 77, 63, 124, 199, 191, 50, 175, 124, 234, 62, 105, 6, 143, 192, 176,
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113, 48, 78, 139, 215, 71, 121, 213, 20, 144, 98, 35, 158, 96, 183, 62, 174, 246, 187,
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117, 182, 237, 37, 50, 216, 99, 156, 223, 243, 93, 143, 101, 142, 222, 240, 101, 37, 106,
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58, 57, 250, 157, 93, 153, 254, 20, 216, 172, 10, 147, 34, 192, 129, 71, 243, 90, 171,
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144, 57, 159, 238, 201, 4, 124, 167, 244, 225, 205, 95, 28, 7, 89, 185, 100, 243, 184,
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121, 203, 100, 131, 95, 135, 68, 224, 207, 56, 58, 122, 201, 115, 25, 183, 61, 30, 51,
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229, 18, 21, 178, 113, 49, 186, 203, 235, 31, 191, 163, 152, 138, 8, 28, 233, 143, 97,
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202, 95, 153, 4, 217, 98, 120, 243, 26, 182, 17, 77, 155, 36, 99, 78, 150, 149, 8,
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98, 128, 39, 33, 36, 192, 172, 45, 220, 149, 189, 61, 96, 28, 215, 100, 246, 58, 221,
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233, 84, 147, 251, 162, 47, 31, 5, 125, 181, 154, 134, 23, 27, 174, 57, 64, 110, 229,
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109, 75, 123, 43, 136, 219, 71, 95, 64, 61, 154, 29, 39, 238, 177, 34, 145, 225, 65,
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150, 94, 247, 49, 229, 15, 77, 147, 72, 141, 2, 45, 251, 77, 169, 38, 213, 132, 110,
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53, 196, 172, 207, 226, 212, 190, 148, 246, 79, 117, 56, 230, 212, 48, 23, 185, 63, 100,
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76, 136, 242, 78, 181, 237, 156, 95, 20, 113, 227, 131, 167, 168, 47, 119, 139, 3, 53,
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31, 250, 133, 149, 50, 107, 105, 99, 130, 34, 162, 231, 111, 42, 217, 190, 224, 199, 90,
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63, 220, 204, 35, 95, 115, 203, 143, 234, 86, 147, 32, 118, 141, 165, 11, 192, 16, 117,
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35, 147, 152, 198, 123, 7, 240, 84, 198, 209, 28, 33, 17, 248, 237, 52, 88, 97, 255,
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231, 76, 86, 122, 109, 204, 8, 18, 216, 201, 35, 77, 237, 183, 229, 179, 50, 237, 164,
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135, 179, 118, 164, 213, 135, 157, 195, 187, 245, 36, 187, 220, 113, 18, 87, 222, 222, 96,
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241, 183, 42, 21, 4, 23, 205, 233, 203, 0, 214, 112, 136, 138, 230, 44, 95, 110, 201,
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34, 41, 191, 71, 229, 155, 185, 247, 243, 151, 214, 84, 137, 141, 126, 159, 146, 149, 108,
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124, 97, 109, 82, 209, 245, 221, 183, 34, 60, 37, 236, 95, 79, 171, 167, 53, 71, 96,
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45, 58, 248, 3, 142, 129, 145, 12, 33, 36, 162, 142, 160, 3, 251, 243, 213, 240, 208,
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141, 19, 13, 178, 255, 109, 2, 170, 20, 55, 241, 116, 101, 44, 108, 105, 186, 238, 251,
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199, 15, 31, 106, 157, 191, 110, 152, 178, 67, 137, 131, 208, 156, 144, 131, 155, 253, 134,
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70, 18, 190, 55, 134, 35, 99, 243, 140, 30, 225, 135, 230, 240, 166, 81, 142, 102, 191,
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39, 25, 3, 177, 156, 211, 77, 45, 87, 233, 43, 221, 48, 61, 155, 103, 195, 191, 203,
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182, 75, 233, 152, 211, 208, 136, 121, 33, 23, 224, 224, 62, 249, 227, 239, 149, 183, 61,
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195, 15, 39, 238, 236, 87, 43, 136, 191, 239, 71, 138, 166, 147, 116, 62, 102, 68, 199,
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224, 101, 223, 193, 70, 29, 186, 42, 13, 80, 225, 75, 19, 241, 115, 1, 221, 202, 45,
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102, 137, 29, 174, 20, 195, 66, 136, 2, 168, 205, 201, 137, 50, 168, 74, 121, 198, 4,
|
|
163, 212, 85, 133, 31, 105, 118, 146, 106, 84, 93, 152, 187, 231, 181, 105, 251, 121, 171,
|
|
132, 123, 84, 81, 69, 221, 132, 238, 40, 253, 181, 45, 161, 137, 130, 39, 169, 235, 158,
|
|
59, 86, 242, 153, 239, 173, 128, 165, 23, 123, 30, 195, 0, 154, 23, 81, 224, 245, 214,
|
|
206, 30, 212, 131, 75, 117, 12, 206, 157, 181, 186, 59, 241, 17, 45, 138, 0, 219, 11,
|
|
165, 243, 135, 196, 182, 135, 95, 205, 217, 63, 195, 175, 14, 225, 131, 145, 45, 249, 158,
|
|
251, 150, 84, 182, 209, 70, 199, 255, 209, 199, 219, 220, 109, 206, 99, 50, 132, 234, 146,
|
|
82, 195, 209, 22, 114, 223, 247, 246, 113, 37, 239, 16, 33, 134, 100, 215, 88, 170, 158,
|
|
87, 123, 102, 50, 88, 211, 1, 187, 6, 134, 165, 152, 216, 105, 106, 239, 220, 74, 231,
|
|
210, 187, 12, 194, 204, 45, 72, 49, 4, 160, 219, 162, 248, 87, 8, 43, 176, 220, 44,
|
|
107, 227, 178, 17, 124, 139, 122, 230, 122, 87, 48, 97, 42, 236, 110, 236, 185, 155, 53,
|
|
234, 159, 214, 198, 66, 206, 30, 75, 249, 206, 40, 38, 57, 11, 217, 74, 136, 100, 197,
|
|
110, 223, 29, 159, 65, 71, 140, 175, 51, 69, 74, 105, 48, 234, 63, 246, 45, 13, 20,
|
|
121, 7, 226, 161, 46, 28, 173, 7, 103, 53, 108, 45, 164, 76, 74, 68, 141, 145, 208,
|
|
61, 197, 22, 136, 46, 70, 115, 110, 60, 161, 124, 81, 26, 132, 51, 188, 178, 79, 106,
|
|
186, 183, 160, 39, 228, 68, 115, 46, 136, 1, 192, 89, 62, 133, 112, 198, 180, 182, 58,
|
|
34, 243, 219, 158, 69, 245, 34, 120, 178, 213, 200, 28, 143, 128, 188, 182, 100, 1, 41,
|
|
146, 137, 43, 82, 227, 105, 216, 83, 48, 140, 10, 106, 175, 254, 70, 77, 67, 59, 112,
|
|
188, 237, 69, 133, 10, 212, 5, 198, 138, 105, 199, 180, 252, 81, 223, 79, 53, 73, 39,
|
|
137, 121, 180, 148, 228, 99, 146, 42, 177, 214, 102, 33, 147, 84, 102, 25, 94, 59, 31,
|
|
37, 197, 137, 237, 122, 133, 63, 90, 213, 116, 163, 253, 253, 29, 177, 145, 2, 21, 36,
|
|
45, 198, 251, 147, 231, 143, 232, 78, 168, 71, 137, 199, 108, 79, 80, 90, 201, 214, 153,
|
|
35, 172, 13, 199, 169, 11, 228, 91, 157, 231, 112, 193, 20, 54, 189, 167, 30, 77, 144,
|
|
108, 245, 215, 246, 189, 68, 69, 14, 158, 14, 228, 55, 50, 145, 69, 249, 58, 80, 222,
|
|
149, 237, 198, 5, 175, 218, 60, 109, 130, 91, 186, 18, 200, 175, 234, 190, 109, 46, 3,
|
|
123, 204, 18, 96, 4, 68, 241, 73, 62, 44, 154, 29, 193, 136, 227, 199, 55, 189, 4,
|
|
164, 64, 95, 95, 82, 39, 15, 60, 230, 124, 107, 233, 248, 55, 251, 89, 60, 63, 75,
|
|
134, 126, 119, 32, 156, 57, 168, 127, 0, 224, 61, 5, 133, 125, 100, 228, 208, 140, 243,
|
|
12, 114, 111, 119, 92, 104, 175, 87, 193, 236, 151, 13, 114, 21, 132, 146, 177, 189, 59,
|
|
49, 190, 27, 110, 195, 160, 236, 40, 132, 188, 181, 120, 201, 40, 232, 65, 132, 80, 241,
|
|
220, 18, 221, 115, 31, 79, 137, 164, 226, 58, 98, 29, 108, 32, 57, 219, 228, 218, 199,
|
|
13, 95, 132, 195, 215, 77, 235, 191, 143, 112, 16, 128, 76, 35, 93, 191, 66, 173, 73,
|
|
231, 143, 132, 73, 173, 240, 106, 231, 203, 78, 193, 147, 92, 33, 23, 31, 248, 100, 11,
|
|
184, 243, 123, 201, 115, 200, 236, 209, 135, 47, 126, 209, 22, 14, 85, 95, 188, 69, 202,
|
|
163, 17, 24, 101, 164, 117, 134, 187, 148, 127, 31, 159, 55, 19, 27, 1, 135, 227, 237,
|
|
89, 107, 28, 216, 60, 51, 230, 145, 147, 163, 215, 93, 70, 232, 118, 172, 140, 235, 50,
|
|
71, 128, 177, 103, 32, 233, 123, 60, 234, 2, 31, 216, 91, 139, 244, 52, 200, 40, 26,
|
|
90, 188, 189, 49, 25, 4, 25, 144, 176, 166, 124, 227, 237, 252, 148, 85, 29, 125, 208,
|
|
89, 104, 210, 121, 64, 46, 4, 53, 99, 204, 93, 125, 38, 25, 59, 88, 51, 64, 113,
|
|
195, 241, 23, 64, 212, 5, 60, 104, 90, 90, 230, 42, 179, 78, 253, 44, 143, 44, 49,
|
|
196, 143, 254, 34, 13, 36, 60, 73, 125, 112, 137, 239, 52, 122, 7, 116, 79, 12, 177,
|
|
183, 103, 11, 158, 146, 190, 237, 143, 235, 124, 188, 28, 65, 76, 26, 100, 89, 63, 160,
|
|
163, 188, 17, 44, 172, 69, 167, 179, 185, 246, 191, 107, 174, 38, 118, 76, 184, 53, 58,
|
|
72, 32, 182, 5, 61, 248, 81, 88, 92, 170, 152, 253, 77, 84, 14, 122, 1, 83, 34,
|
|
180, 13, 25, 115, 120, 199, 154, 238, 20, 83, 36, 79, 155, 68, 5, 160, 130, 254, 242,
|
|
218, 90, 156, 114, 87, 234, 199, 101, 101, 200, 185, 135, 124, 198, 160, 240, 62, 104, 138,
|
|
45, 125, 222, 81, 204, 122, 150, 210, 26, 24, 208, 12, 242, 42, 169, 101, 130, 148, 44,
|
|
232, 249, 245, 161, 128, 113, 103, 33, 98, 166, 137, 236, 212, 7, 202, 38, 211, 69, 188,
|
|
165, 95, 212, 118, 108, 199, 161, 22, 45, 35, 170, 90, 11, 163, 79, 173, 36, 193, 20,
|
|
69, 35, 187, 207, 16, 144, 214, 219, 182, 170, 32, 114, 79, 128, 71, 198, 237, 15, 103,
|
|
4, 60, 139, 175, 150, 151, 82, 230, 68, 119, 168, 89, 188, 204, 20, 140, 220, 165, 98,
|
|
184, 91, 12, 217, 205, 92, 90, 20, 35, 71, 36, 138, 76, 96, 22, 251, 247, 173, 78,
|
|
222, 241, 197, 134, 75, 130, 83, 96, 14, 47, 5, 113, 232, 96, 126, 193, 45, 218, 28,
|
|
66, 253, 99, 103, 136, 176, 200, 158, 171, 191, 76, 249, 158, 62, 190, 37, 137, 65, 120,
|
|
233, 80, 168, 238, 193, 145, 79, 63, 82, 125, 26, 111, 191, 24, 210, 39, 161, 131, 239,
|
|
64, 46, 175, 140, 39, 77, 202, 230, 115, 84, 40, 235, 62, 120, 148, 45, 57, 37, 124,
|
|
121, 120, 249, 148, 231, 185, 172, 186, 224, 77, 61, 207, 141, 107, 126, 26, 147, 204, 229,
|
|
121, 63, 58, 161, 43, 120, 25, 191, 165, 83, 228, 34, 205, 92, 27, 97, 67, 213, 13,
|
|
253, 182, 91, 59, 133, 233, 166, 4, 4, 57, 209, 233, 179, 16, 35, 85, 59, 155, 111,
|
|
250, 65, 194, 223, 99, 144, 59, 127, 241, 127, 85, 255, 125, 11, 90, 184, 145, 68, 95,
|
|
150, 72, 153, 103, 49, 76, 120, 85, 161, 179, 241, 16, 174, 51, 211, 142, 150, 99, 201,
|
|
22, 85, 73, 108, 84, 199, 120, 175, 128, 9, 243, 223, 160, 59, 120, 8, 109, 197, 128,
|
|
194, 103, 52, 180, 119, 227, 231, 75, 113, 126, 175, 59, 148, 4, 132, 1, 89, 75, 121,
|
|
8, 204, 131, 251, 171, 36, 55, 36, 44, 165, 233, 172, 103, 80, 224, 28, 200, 195, 3,
|
|
20, 53, 129, 195, 112, 22, 200, 244, 23, 34, 64, 145, 42, 12, 20, 38, 184, 56, 94,
|
|
220, 101, 3, 198, 17, 107, 22, 242, 135, 222, 182, 138, 243, 235, 11, 182, 91, 34, 127,
|
|
80, 58, 161, 145, 203, 204, 158, 224, 242, 86, 24, 81, 51, 126, 84, 249, 143, 191, 15,
|
|
130, 70, 238, 57, 209, 225, 36, 221, 152, 128, 255, 24, 208, 57, 186, 97, 4, 134, 255,
|
|
229, 121, 86, 254, 202, 137, 124, 31, 130, 12, 222, 146, 142, 37, 129, 199, 247, 98, 236,
|
|
212, 251, 108, 211, 20, 60, 13, 206, 158, 18, 84};
|
|
|
|
SimpleConvolution::SimpleConvolution() {
|
|
width_ = 64;
|
|
height_ = 64;
|
|
mask_width_ = 3;
|
|
mask_height_ = mask_width_;
|
|
randomize_seed_ = 0;
|
|
|
|
if (!IsPowerOf2(width_)) {
|
|
width_ = RoundToPowerOf2(width_);
|
|
}
|
|
|
|
if (!IsPowerOf2(height_)) {
|
|
height_ = RoundToPowerOf2(height_);
|
|
}
|
|
|
|
if (!(mask_width_ % 2)) {
|
|
mask_width_++;
|
|
}
|
|
|
|
if (!(mask_height_ % 2)) {
|
|
mask_height_++;
|
|
}
|
|
|
|
if (width_ * height_ < 256) {
|
|
width_ = 64;
|
|
height_ = 64;
|
|
}
|
|
|
|
const uint32_t input_size_bytes = width_ * height_ * sizeof(uint32_t);
|
|
const uint32_t mask_size_bytes = mask_width_ * mask_height_ * sizeof(float);
|
|
|
|
SetInDescr(KERNARG_BUF_ID, KERNARG_DES_ID, sizeof(kernel_args_t));
|
|
SetInDescr(INPUT_BUF_ID, SYS_DES_ID, input_size_bytes);
|
|
SetInDescr(MASK_BUF_ID, SYS_DES_ID, mask_size_bytes);
|
|
SetOutDescr(LOCAL_BUF_ID, LOCAL_DES_ID, input_size_bytes);
|
|
SetHostDescr(REFOUT_BUF_ID, REFOUT_DES_ID, input_size_bytes);
|
|
|
|
if (!randomize_seed_) TEST_ASSERT(sizeof(input_data_) <= input_size_bytes);
|
|
}
|
|
|
|
void SimpleConvolution::Init() {
|
|
std::clog << "SimpleConvolution::init :" << std::endl;
|
|
|
|
mem_descr_t kernarg_des = GetDescr(KERNARG_BUF_ID);
|
|
mem_descr_t input_des = GetDescr(INPUT_BUF_ID);
|
|
mem_descr_t mask_des = GetDescr(MASK_BUF_ID);
|
|
mem_descr_t output_des = GetDescr(LOCAL_BUF_ID);
|
|
#if 0
|
|
printf("kernarg_des %p 0x%x\n", kernarg_des.ptr, kernarg_des.size);
|
|
printf("input_des %p 0x%x\n", input_des.ptr, input_des.size);
|
|
printf("mask_des %p 0x%x\n", mask_des.ptr, mask_des.size);
|
|
printf("output_des %p 0x%x\n", output_des.ptr, output_des.size);
|
|
#endif
|
|
uint32_t* input = reinterpret_cast<uint32_t*>(input_des.ptr);
|
|
uint32_t* output_local = reinterpret_cast<uint32_t*>(output_des.ptr);
|
|
float* mask = reinterpret_cast<float*>(mask_des.ptr);
|
|
kernel_args_t* kernel_args = reinterpret_cast<kernel_args_t*>(kernarg_des.ptr);
|
|
|
|
if (randomize_seed_) {
|
|
// random initialisation of input
|
|
FillRandom<uint32_t>(input, width_, height_, 0, 255, randomize_seed_);
|
|
} else {
|
|
// initialization with preset values
|
|
memcpy(input, input_data_, width_ * height_ * sizeof(uint32_t));
|
|
}
|
|
|
|
// Fill a blurr filter or some other filter of your choice
|
|
const float val = 1.0f / (mask_width_ * 2.0f - 1.0f);
|
|
for (uint32_t i = 0; i < (mask_width_ * mask_height_); i++) {
|
|
mask[i] = 0;
|
|
}
|
|
for (uint32_t i = 0; i < mask_width_; i++) {
|
|
uint32_t y = mask_height_ / 2;
|
|
mask[y * mask_width_ + i] = val;
|
|
}
|
|
for (uint32_t i = 0; i < mask_height_; i++) {
|
|
uint32_t x = mask_width_ / 2;
|
|
mask[i * mask_width_ + x] = val;
|
|
}
|
|
|
|
// Print the INPUT array.
|
|
std::clog << std::dec;
|
|
PrintArray<uint32_t>("> Input[0]", input, width_, 1);
|
|
PrintArray<float>("> Mask", mask, mask_width_, mask_height_);
|
|
|
|
// Fill the kernel args
|
|
kernel_args->arg1 = output_local;
|
|
kernel_args->arg2 = input;
|
|
kernel_args->arg3 = mask;
|
|
kernel_args->arg4 = width_;
|
|
kernel_args->arg41 = height_;
|
|
kernel_args->arg5 = mask_width_;
|
|
kernel_args->arg51 = mask_height_;
|
|
|
|
// Calculate the reference output
|
|
ReferenceImplementation(reinterpret_cast<uint32_t*>(GetRefOut()), input, mask, width_, height_,
|
|
mask_width_, mask_height_);
|
|
}
|
|
|
|
void SimpleConvolution::PrintOutput(const void* ptr) const {
|
|
PrintArray<uint32_t>("> Output[0]", reinterpret_cast<const uint32_t*>(ptr), width_, 1);
|
|
}
|
|
|
|
bool SimpleConvolution::ReferenceImplementation(uint32_t* output, const uint32_t* input,
|
|
const float* mask, const uint32_t width,
|
|
const uint32_t height, const uint32_t mask_width,
|
|
const uint32_t mask_height) {
|
|
const uint32_t vstep = (mask_width - 1) / 2;
|
|
const uint32_t hstep = (mask_height - 1) / 2;
|
|
|
|
// for each pixel in the input
|
|
for (uint32_t x = 0; x < width; x++) {
|
|
for (uint32_t y = 0; y < height; y++) {
|
|
// find the left, right, top and bottom indices such that
|
|
// the indices do not go beyond image boundaires
|
|
const uint32_t left = (x < vstep) ? 0 : (x - vstep);
|
|
const uint32_t right = ((x + vstep) >= width) ? width - 1 : (x + vstep);
|
|
const uint32_t top = (y < hstep) ? 0 : (y - hstep);
|
|
const uint32_t bottom = ((y + hstep) >= height) ? height - 1 : (y + hstep);
|
|
|
|
// initializing wighted sum value
|
|
float sum_fx = 0;
|
|
for (uint32_t i = left; i <= right; ++i) {
|
|
for (uint32_t j = top; j <= bottom; ++j) {
|
|
// performing wighted sum within the mask boundaries
|
|
uint32_t mask_idx = (j - (y - hstep)) * mask_width + (i - (x - vstep));
|
|
uint32_t index = j * width + i;
|
|
|
|
// to round to the nearest integer
|
|
sum_fx += ((float)input[index] * mask[mask_idx]);
|
|
}
|
|
}
|
|
sum_fx += 0.5f;
|
|
output[y * width + x] = uint32_t(sum_fx);
|
|
}
|
|
}
|
|
|
|
return true;
|
|
}
|