157 lines
108 KiB
C++
157 lines
108 KiB
C++
/*******************************************************************************
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* Copyright (c) 2015-2018 Skymind, Inc.
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*
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* This program and the accompanying materials are made available under the
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* terms of the Apache License, Version 2.0 which is available at
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* https://www.apache.org/licenses/LICENSE-2.0.
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*
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* Unless required by applicable law or agreed to in writing, software
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* distributed under the License is distributed on an "AS IS" BASIS, WITHOUT
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* WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the
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* License for the specific language governing permissions and limitations
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* under the License.
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*
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* SPDX-License-Identifier: Apache-2.0
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******************************************************************************/
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//
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// Created by agibsonccc on 1/15/17.
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//
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#include <helpers/ShapeUtils.h>
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#include "testinclude.h"
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#include <loops/reduce3.h>
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#include <loops/reduce_float.h>
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#include <array/ArrayOptions.h>
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class ReduceTest : public testing::Test {
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public:
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Nd4jLong shape[2] = {500,3};
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float x[1500] = {4.0f, 2.0f, 3.0f, 8.0f, 4.0f, 6.0f, 12.0f, 6.0f, 9.0f, 16.0f, 8.0f, 12.0f, 20.0f, 10.0f, 15.0f, 24.0f, 12.0f, 18.0f, 28.0f, 14.0f, 21.0f, 32.0f, 16.0f, 24.0f, 36.0f, 18.0f, 27.0f, 40.0f, 20.0f, 30.0f, 44.0f, 22.0f, 33.0f, 48.0f, 24.0f, 36.0f, 52.0f, 26.0f, 39.0f, 56.0f, 28.0f, 42.0f, 60.0f, 30.0f, 45.0f, 64.0f, 32.0f, 48.0f, 68.0f, 34.0f, 51.0f, 72.0f, 36.0f, 54.0f, 76.0f, 38.0f, 57.0f, 80.0f, 40.0f, 60.0f, 84.0f, 42.0f, 63.0f, 88.0f, 44.0f, 66.0f, 92.0f, 46.0f, 69.0f, 96.0f, 48.0f, 72.0f, 100.0f, 50.0f, 75.0f, 104.0f, 52.0f, 78.0f, 108.0f, 54.0f, 81.0f, 112.0f, 56.0f, 84.0f, 116.0f, 58.0f, 87.0f, 120.0f, 60.0f, 90.0f, 124.0f, 62.0f, 93.0f, 128.0f, 64.0f, 96.0f, 132.0f, 66.0f, 99.0f, 136.0f, 68.0f, 102.0f, 140.0f, 70.0f, 105.0f, 144.0f, 72.0f, 108.0f, 148.0f, 74.0f, 111.0f, 152.0f, 76.0f, 114.0f, 156.0f, 78.0f, 117.0f, 160.0f, 80.0f, 120.0f, 164.0f, 82.0f, 123.0f, 168.0f, 84.0f, 126.0f, 172.0f, 86.0f, 129.0f, 176.0f, 88.0f, 132.0f, 180.0f, 90.0f, 135.0f, 184.0f, 92.0f, 138.0f, 188.0f, 94.0f, 141.0f, 192.0f, 96.0f, 144.0f, 196.0f, 98.0f, 147.0f, 200.0f, 100.0f, 150.0f, 204.0f, 102.0f, 153.0f, 208.0f, 104.0f, 156.0f, 212.0f, 106.0f, 159.0f, 216.0f, 108.0f, 162.0f, 220.0f, 110.0f, 165.0f, 224.0f, 112.0f, 168.0f, 228.0f, 114.0f, 171.0f, 232.0f, 116.0f, 174.0f, 236.0f, 118.0f, 177.0f, 240.0f, 120.0f, 180.0f, 244.0f, 122.0f, 183.0f, 248.0f, 124.0f, 186.0f, 252.0f, 126.0f, 189.0f, 256.0f, 128.0f, 192.0f, 260.0f, 130.0f, 195.0f, 264.0f, 132.0f, 198.0f, 268.0f, 134.0f, 201.0f, 272.0f, 136.0f, 204.0f, 276.0f, 138.0f, 207.0f, 280.0f, 140.0f, 210.0f, 284.0f, 142.0f, 213.0f, 288.0f, 144.0f, 216.0f, 292.0f, 146.0f, 219.0f, 296.0f, 148.0f, 222.0f, 300.0f, 150.0f, 225.0f, 304.0f, 152.0f, 228.0f, 308.0f, 154.0f, 231.0f, 312.0f, 156.0f, 234.0f, 316.0f, 158.0f, 237.0f, 320.0f, 160.0f, 240.0f, 324.0f, 162.0f, 243.0f, 328.0f, 164.0f, 246.0f, 332.0f, 166.0f, 249.0f, 336.0f, 168.0f, 252.0f, 340.0f, 170.0f, 255.0f, 344.0f, 172.0f, 258.0f, 348.0f, 174.0f, 261.0f, 352.0f, 176.0f, 264.0f, 356.0f, 178.0f, 267.0f, 360.0f, 180.0f, 270.0f, 364.0f, 182.0f, 273.0f, 368.0f, 184.0f, 276.0f, 372.0f, 186.0f, 279.0f, 376.0f, 188.0f, 282.0f, 380.0f, 190.0f, 285.0f, 384.0f, 192.0f, 288.0f, 388.0f, 194.0f, 291.0f, 392.0f, 196.0f, 294.0f, 396.0f, 198.0f, 297.0f, 400.0f, 200.0f, 300.0f, 404.0f, 202.0f, 303.0f, 408.0f, 204.0f, 306.0f, 412.0f, 206.0f, 309.0f, 416.0f, 208.0f, 312.0f, 420.0f, 210.0f, 315.0f, 424.0f, 212.0f, 318.0f, 428.0f, 214.0f, 321.0f, 432.0f, 216.0f, 324.0f, 436.0f, 218.0f, 327.0f, 440.0f, 220.0f, 330.0f, 444.0f, 222.0f, 333.0f, 448.0f, 224.0f, 336.0f, 452.0f, 226.0f, 339.0f, 456.0f, 228.0f, 342.0f, 460.0f, 230.0f, 345.0f, 464.0f, 232.0f, 348.0f, 468.0f, 234.0f, 351.0f, 472.0f, 236.0f, 354.0f, 476.0f, 238.0f, 357.0f, 480.0f, 240.0f, 360.0f, 484.0f, 242.0f, 363.0f, 488.0f, 244.0f, 366.0f, 492.0f, 246.0f, 369.0f, 496.0f, 248.0f, 372.0f, 500.0f, 250.0f, 375.0f, 504.0f, 252.0f, 378.0f, 508.0f, 254.0f, 381.0f, 512.0f, 256.0f, 384.0f, 516.0f, 258.0f, 387.0f, 520.0f, 260.0f, 390.0f, 524.0f, 262.0f, 393.0f, 528.0f, 264.0f, 396.0f, 532.0f, 266.0f, 399.0f, 536.0f, 268.0f, 402.0f, 540.0f, 270.0f, 405.0f, 544.0f, 272.0f, 408.0f, 548.0f, 274.0f, 411.0f, 552.0f, 276.0f, 414.0f, 556.0f, 278.0f, 417.0f, 560.0f, 280.0f, 420.0f, 564.0f, 282.0f, 423.0f, 568.0f, 284.0f, 426.0f, 572.0f, 286.0f, 429.0f, 576.0f, 288.0f, 432.0f, 580.0f, 290.0f, 435.0f, 584.0f, 292.0f, 438.0f, 588.0f, 294.0f, 441.0f, 592.0f, 296.0f, 444.0f, 596.0f, 298.0f, 447.0f, 600.0f, 300.0f, 450.0f, 604.0f, 302.0f, 453.0f, 608.0f, 304.0f, 456.0f, 612.0f, 306.0f, 459.0f, 616.0f, 308.0f, 462.0f, 620.0f, 310.0f, 465.0f, 624.0f, 312.0f, 468.0f, 628.0f, 314.0f, 471.0f, 632.0f, 316.0f, 474.0f, 636.0f, 318.0f, 477.0f, 640.0f, 320.0f, 480.0f, 644.0f, 322.0f, 483.0f, 648.0f, 324.0f, 486.0f, 652.0f, 326.0f, 489.0f, 656.0f, 328.0f, 492.0f, 660.0f, 330.0f, 495.0f, 664.0f, 332.0f, 498.0f, 668.0f, 334.0f, 501.0f, 672.0f, 336.0f, 504.0f, 676.0f, 338.0f, 507.0f, 680.0f, 340.0f, 510.0f, 684.0f, 342.0f, 513.0f, 688.0f, 344.0f, 516.0f, 692.0f, 346.0f, 519.0f, 696.0f, 348.0f, 522.0f, 700.0f, 350.0f, 525.0f, 704.0f, 352.0f, 528.0f, 708.0f, 354.0f, 531.0f, 712.0f, 356.0f, 534.0f, 716.0f, 358.0f, 537.0f, 720.0f, 360.0f, 540.0f, 724.0f, 362.0f, 543.0f, 728.0f, 364.0f, 546.0f, 732.0f, 366.0f, 549.0f, 736.0f, 368.0f, 552.0f, 740.0f, 370.0f, 555.0f, 744.0f, 372.0f, 558.0f, 748.0f, 374.0f, 561.0f, 752.0f, 376.0f, 564.0f, 756.0f, 378.0f, 567.0f, 760.0f, 380.0f, 570.0f, 764.0f, 382.0f, 573.0f, 768.0f, 384.0f, 576.0f, 772.0f, 386.0f, 579.0f, 776.0f, 388.0f, 582.0f, 780.0f, 390.0f, 585.0f, 784.0f, 392.0f, 588.0f, 788.0f, 394.0f, 591.0f, 792.0f, 396.0f, 594.0f, 796.0f, 398.0f, 597.0f, 800.0f, 400.0f, 600.0f, 804.0f, 402.0f, 603.0f, 808.0f, 404.0f, 606.0f, 812.0f, 406.0f, 609.0f, 816.0f, 408.0f, 612.0f, 820.0f, 410.0f, 615.0f, 824.0f, 412.0f, 618.0f, 828.0f, 414.0f, 621.0f, 832.0f, 416.0f, 624.0f, 836.0f, 418.0f, 627.0f, 840.0f, 420.0f, 630.0f, 844.0f, 422.0f, 633.0f, 848.0f, 424.0f, 636.0f, 852.0f, 426.0f, 639.0f, 856.0f, 428.0f, 642.0f, 860.0f, 430.0f, 645.0f, 864.0f, 432.0f, 648.0f, 868.0f, 434.0f, 651.0f, 872.0f, 436.0f, 654.0f, 876.0f, 438.0f, 657.0f, 880.0f, 440.0f, 660.0f, 884.0f, 442.0f, 663.0f, 888.0f, 444.0f, 666.0f, 892.0f, 446.0f, 669.0f, 896.0f, 448.0f, 672.0f, 900.0f, 450.0f, 675.0f, 904.0f, 452.0f, 678.0f, 908.0f, 454.0f, 681.0f, 912.0f, 456.0f, 684.0f, 916.0f, 458.0f, 687.0f, 920.0f, 460.0f, 690.0f, 924.0f, 462.0f, 693.0f, 928.0f, 464.0f, 696.0f, 932.0f, 466.0f, 699.0f, 936.0f, 468.0f, 702.0f, 940.0f, 470.0f, 705.0f, 944.0f, 472.0f, 708.0f, 948.0f, 474.0f, 711.0f, 952.0f, 476.0f, 714.0f, 956.0f, 478.0f, 717.0f, 960.0f, 480.0f, 720.0f, 964.0f, 482.0f, 723.0f, 968.0f, 484.0f, 726.0f, 972.0f, 486.0f, 729.0f, 976.0f, 488.0f, 732.0f, 980.0f, 490.0f, 735.0f, 984.0f, 492.0f, 738.0f, 988.0f, 494.0f, 741.0f, 992.0f, 496.0f, 744.0f, 996.0f, 498.0f, 747.0f, 1000.0f, 500.0f, 750.0f, 1004.0f, 502.0f, 753.0f, 1008.0f, 504.0f, 756.0f, 1012.0f, 506.0f, 759.0f, 1016.0f, 508.0f, 762.0f, 1020.0f, 510.0f, 765.0f, 1024.0f, 512.0f, 768.0f, 1028.0f, 514.0f, 771.0f, 1032.0f, 516.0f, 774.0f, 1036.0f, 518.0f, 777.0f, 1040.0f, 520.0f, 780.0f, 1044.0f, 522.0f, 783.0f, 1048.0f, 524.0f, 786.0f, 1052.0f, 526.0f, 789.0f, 1056.0f, 528.0f, 792.0f, 1060.0f, 530.0f, 795.0f, 1064.0f, 532.0f, 798.0f, 1068.0f, 534.0f, 801.0f, 1072.0f, 536.0f, 804.0f, 1076.0f, 538.0f, 807.0f, 1080.0f, 540.0f, 810.0f, 1084.0f, 542.0f, 813.0f, 1088.0f, 544.0f, 816.0f, 1092.0f, 546.0f, 819.0f, 1096.0f, 548.0f, 822.0f, 1100.0f, 550.0f, 825.0f, 1104.0f, 552.0f, 828.0f, 1108.0f, 554.0f, 831.0f, 1112.0f, 556.0f, 834.0f, 1116.0f, 558.0f, 837.0f, 1120.0f, 560.0f, 840.0f, 1124.0f, 562.0f, 843.0f, 1128.0f, 564.0f, 846.0f, 1132.0f, 566.0f, 849.0f, 1136.0f, 568.0f, 852.0f, 1140.0f, 570.0f, 855.0f, 1144.0f, 572.0f, 858.0f, 1148.0f, 574.0f, 861.0f, 1152.0f, 576.0f, 864.0f, 1156.0f, 578.0f, 867.0f, 1160.0f, 580.0f, 870.0f, 1164.0f, 582.0f, 873.0f, 1168.0f, 584.0f, 876.0f, 1172.0f, 586.0f, 879.0f, 1176.0f, 588.0f, 882.0f, 1180.0f, 590.0f, 885.0f, 1184.0f, 592.0f, 888.0f, 1188.0f, 594.0f, 891.0f, 1192.0f, 596.0f, 894.0f, 1196.0f, 598.0f, 897.0f, 1200.0f, 600.0f, 900.0f, 1204.0f, 602.0f, 903.0f, 1208.0f, 604.0f, 906.0f, 1212.0f, 606.0f, 909.0f, 1216.0f, 608.0f, 912.0f, 1220.0f, 610.0f, 915.0f, 1224.0f, 612.0f, 918.0f, 1228.0f, 614.0f, 921.0f, 1232.0f, 616.0f, 924.0f, 1236.0f, 618.0f, 927.0f, 1240.0f, 620.0f, 930.0f, 1244.0f, 622.0f, 933.0f, 1248.0f, 624.0f, 936.0f, 1252.0f, 626.0f, 939.0f, 1256.0f, 628.0f, 942.0f, 1260.0f, 630.0f, 945.0f, 1264.0f, 632.0f, 948.0f, 1268.0f, 634.0f, 951.0f, 1272.0f, 636.0f, 954.0f, 1276.0f, 638.0f, 957.0f, 1280.0f, 640.0f, 960.0f, 1284.0f, 642.0f, 963.0f, 1288.0f, 644.0f, 966.0f, 1292.0f, 646.0f, 969.0f, 1296.0f, 648.0f, 972.0f, 1300.0f, 650.0f, 975.0f, 1304.0f, 652.0f, 978.0f, 1308.0f, 654.0f, 981.0f, 1312.0f, 656.0f, 984.0f, 1316.0f, 658.0f, 987.0f, 1320.0f, 660.0f, 990.0f, 1324.0f, 662.0f, 993.0f, 1328.0f, 664.0f, 996.0f, 1332.0f, 666.0f, 999.0f, 1336.0f, 668.0f, 1002.0f, 1340.0f, 670.0f, 1005.0f, 1344.0f, 672.0f, 1008.0f, 1348.0f, 674.0f, 1011.0f, 1352.0f, 676.0f, 1014.0f, 1356.0f, 678.0f, 1017.0f, 1360.0f, 680.0f, 1020.0f, 1364.0f, 682.0f, 1023.0f, 1368.0f, 684.0f, 1026.0f, 1372.0f, 686.0f, 1029.0f, 1376.0f, 688.0f, 1032.0f, 1380.0f, 690.0f, 1035.0f, 1384.0f, 692.0f, 1038.0f, 1388.0f, 694.0f, 1041.0f, 1392.0f, 696.0f, 1044.0f, 1396.0f, 698.0f, 1047.0f, 1400.0f, 700.0f, 1050.0f, 1404.0f, 702.0f, 1053.0f, 1408.0f, 704.0f, 1056.0f, 1412.0f, 706.0f, 1059.0f, 1416.0f, 708.0f, 1062.0f, 1420.0f, 710.0f, 1065.0f, 1424.0f, 712.0f, 1068.0f, 1428.0f, 714.0f, 1071.0f, 1432.0f, 716.0f, 1074.0f, 1436.0f, 718.0f, 1077.0f, 1440.0f, 720.0f, 1080.0f, 1444.0f, 722.0f, 1083.0f, 1448.0f, 724.0f, 1086.0f, 1452.0f, 726.0f, 1089.0f, 1456.0f, 728.0f, 1092.0f, 1460.0f, 730.0f, 1095.0f, 1464.0f, 732.0f, 1098.0f, 1468.0f, 734.0f, 1101.0f, 1472.0f, 736.0f, 1104.0f, 1476.0f, 738.0f, 1107.0f, 1480.0f, 740.0f, 1110.0f, 1484.0f, 742.0f, 1113.0f, 1488.0f, 744.0f, 1116.0f, 1492.0f, 746.0f, 1119.0f, 1496.0f, 748.0f, 1122.0f, 1500.0f, 750.0f, 1125.0f, 1504.0f, 752.0f, 1128.0f, 1508.0f, 754.0f, 1131.0f, 1512.0f, 756.0f, 1134.0f, 1516.0f, 758.0f, 1137.0f, 1520.0f, 760.0f, 1140.0f, 1524.0f, 762.0f, 1143.0f, 1528.0f, 764.0f, 1146.0f, 1532.0f, 766.0f, 1149.0f, 1536.0f, 768.0f, 1152.0f, 1540.0f, 770.0f, 1155.0f, 1544.0f, 772.0f, 1158.0f, 1548.0f, 774.0f, 1161.0f, 1552.0f, 776.0f, 1164.0f, 1556.0f, 778.0f, 1167.0f, 1560.0f, 780.0f, 1170.0f, 1564.0f, 782.0f, 1173.0f, 1568.0f, 784.0f, 1176.0f, 1572.0f, 786.0f, 1179.0f, 1576.0f, 788.0f, 1182.0f, 1580.0f, 790.0f, 1185.0f, 1584.0f, 792.0f, 1188.0f, 1588.0f, 794.0f, 1191.0f, 1592.0f, 796.0f, 1194.0f, 1596.0f, 798.0f, 1197.0f, 1600.0f, 800.0f, 1200.0f, 1604.0f, 802.0f, 1203.0f, 1608.0f, 804.0f, 1206.0f, 1612.0f, 806.0f, 1209.0f, 1616.0f, 808.0f, 1212.0f, 1620.0f, 810.0f, 1215.0f, 1624.0f, 812.0f, 1218.0f, 1628.0f, 814.0f, 1221.0f, 1632.0f, 816.0f, 1224.0f, 1636.0f, 818.0f, 1227.0f, 1640.0f, 820.0f, 1230.0f, 1644.0f, 822.0f, 1233.0f, 1648.0f, 824.0f, 1236.0f, 1652.0f, 826.0f, 1239.0f, 1656.0f, 828.0f, 1242.0f, 1660.0f, 830.0f, 1245.0f, 1664.0f, 832.0f, 1248.0f, 1668.0f, 834.0f, 1251.0f, 1672.0f, 836.0f, 1254.0f, 1676.0f, 838.0f, 1257.0f, 1680.0f, 840.0f, 1260.0f, 1684.0f, 842.0f, 1263.0f, 1688.0f, 844.0f, 1266.0f, 1692.0f, 846.0f, 1269.0f, 1696.0f, 848.0f, 1272.0f, 1700.0f, 850.0f, 1275.0f, 1704.0f, 852.0f, 1278.0f, 1708.0f, 854.0f, 1281.0f, 1712.0f, 856.0f, 1284.0f, 1716.0f, 858.0f, 1287.0f, 1720.0f, 860.0f, 1290.0f, 1724.0f, 862.0f, 1293.0f, 1728.0f, 864.0f, 1296.0f, 1732.0f, 866.0f, 1299.0f, 1736.0f, 868.0f, 1302.0f, 1740.0f, 870.0f, 1305.0f, 1744.0f, 872.0f, 1308.0f, 1748.0f, 874.0f, 1311.0f, 1752.0f, 876.0f, 1314.0f, 1756.0f, 878.0f, 1317.0f, 1760.0f, 880.0f, 1320.0f, 1764.0f, 882.0f, 1323.0f, 1768.0f, 884.0f, 1326.0f, 1772.0f, 886.0f, 1329.0f, 1776.0f, 888.0f, 1332.0f, 1780.0f, 890.0f, 1335.0f, 1784.0f, 892.0f, 1338.0f, 1788.0f, 894.0f, 1341.0f, 1792.0f, 896.0f, 1344.0f, 1796.0f, 898.0f, 1347.0f, 1800.0f, 900.0f, 1350.0f, 1804.0f, 902.0f, 1353.0f, 1808.0f, 904.0f, 1356.0f, 1812.0f, 906.0f, 1359.0f, 1816.0f, 908.0f, 1362.0f, 1820.0f, 910.0f, 1365.0f, 1824.0f, 912.0f, 1368.0f, 1828.0f, 914.0f, 1371.0f, 1832.0f, 916.0f, 1374.0f, 1836.0f, 918.0f, 1377.0f, 1840.0f, 920.0f, 1380.0f, 1844.0f, 922.0f, 1383.0f, 1848.0f, 924.0f, 1386.0f, 1852.0f, 926.0f, 1389.0f, 1856.0f, 928.0f, 1392.0f, 1860.0f, 930.0f, 1395.0f, 1864.0f, 932.0f, 1398.0f, 1868.0f, 934.0f, 1401.0f, 1872.0f, 936.0f, 1404.0f, 1876.0f, 938.0f, 1407.0f, 1880.0f, 940.0f, 1410.0f, 1884.0f, 942.0f, 1413.0f, 1888.0f, 944.0f, 1416.0f, 1892.0f, 946.0f, 1419.0f, 1896.0f, 948.0f, 1422.0f, 1900.0f, 950.0f, 1425.0f, 1904.0f, 952.0f, 1428.0f, 1908.0f, 954.0f, 1431.0f, 1912.0f, 956.0f, 1434.0f, 1916.0f, 958.0f, 1437.0f, 1920.0f, 960.0f, 1440.0f, 1924.0f, 962.0f, 1443.0f, 1928.0f, 964.0f, 1446.0f, 1932.0f, 966.0f, 1449.0f, 1936.0f, 968.0f, 1452.0f, 1940.0f, 970.0f, 1455.0f, 1944.0f, 972.0f, 1458.0f, 1948.0f, 974.0f, 1461.0f, 1952.0f, 976.0f, 1464.0f, 1956.0f, 978.0f, 1467.0f, 1960.0f, 980.0f, 1470.0f, 1964.0f, 982.0f, 1473.0f, 1968.0f, 984.0f, 1476.0f, 1972.0f, 986.0f, 1479.0f, 1976.0f, 988.0f, 1482.0f, 1980.0f, 990.0f, 1485.0f, 1984.0f, 992.0f, 1488.0f, 1988.0f, 994.0f, 1491.0f, 1992.0f, 996.0f, 1494.0f, 1996.0f, 998.0f, 1497.0f, 2000.0f, 1000.0f, 1500.0f};
|
|
float result[1500] = {0.f};
|
|
int dimension[1] = {0};
|
|
std::vector<int> dim = {0};
|
|
int dimensionLength = 1;
|
|
float theoreticalMin[3] = {4.f, 2.f, 3.f};
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|
float theoreticalMax[3] = {2000.00f, 1000.00f, 1500.00f};
|
|
float theoreticalRange[3] = {1996.00f, 998.00f, 1497.00f};
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|
};
|
|
|
|
class StdTest : public testing::Test {
|
|
public:
|
|
Nd4jLong examplesShape[4] = {10,5,10,15};
|
|
int dimensionsForStd[3] = {0,2,3};
|
|
std::vector<int> dimsForStd = {0,2,3};
|
|
int dimensionLength = 3;
|
|
//standard deviation
|
|
int opNum = 1;
|
|
float x[7500] ={0.5786382f, 0.16236664f, 0.069020785f, 0.9840061f, 0.941816f, 0.76720303f, 0.7794372f, 0.46979624f, 0.73381734f, 0.9957244f, 0.6167372f, 0.53088397f, 0.28015637f, 0.826945f, 0.83352476f, 0.66504276f, 0.5793391f, 0.47484478f, 0.7076381f, 0.49456358f, 0.62396896f, 0.53332835f, 0.6388812f, 0.68836075f, 0.26663998f, 0.0014623206f, 0.19409843f, 0.56639415f, 0.98213744f, 0.68497056f, 0.867037f, 0.76840234f, 0.318186f, 0.28759065f, 0.11965875f, 0.53291357f, 0.53767395f, 0.55705845f, 0.7467155f, 0.1575149f, 0.18076386f, 0.8174763f, 0.22883898f, 0.5071535f, 0.86735153f, 0.9635827f, 0.24558435f, 0.15767147f, 0.458882f, 0.71102697f, 0.21914826f, 0.16241662f, 0.27248728f, 0.89015275f, 0.71070856f, 0.55088985f, 0.98992974f, 0.70927286f, 0.9261268f, 0.50781846f, 0.62151235f, 0.4590896f, 0.7487442f, 0.21744072f, 0.2636398f, 0.084352165f, 0.46951914f, 0.383644f, 0.6749645f, 0.24111961f, 0.83259743f, 0.05546627f, 0.4790621f, 0.68884027f, 0.90992177f, 0.23907907f, 0.5342047f, 0.221003f, 0.29615387f, 0.43343517f, 0.16554528f, 0.73144174f, 0.52923626f, 0.10688303f, 0.78197056f, 0.39259177f, 0.43832788f, 0.052234255f, 0.5795483f, 0.97033966f, 0.7392455f, 0.086584255f, 0.9092887f, 0.9402065f, 0.9126419f, 0.44749174f, 0.20514569f, 0.8749829f, 0.30917913f, 0.10170506f, 0.37034252f, 0.7427814f, 0.5497875f, 0.3116048f, 0.12112484f, 0.07918618f, 0.6003074f, 0.6188079f, 0.6292188f, 0.26580265f, 0.42029652f, 0.9863358f, 0.41489154f, 0.23757206f, 0.30395788f, 0.75231904f, 0.76751274f, 0.6324773f, 0.3231405f, 0.5016677f, 0.86029065f, 0.575702f, 0.7473972f, 0.118974194f, 0.115586124f, 0.62481487f, 0.91101325f, 0.6137756f, 0.71462154f, 0.995567f, 0.93439484f, 0.37260458f, 0.6033152f, 0.3444346f, 0.91579247f, 0.7452442f, 0.97466874f, 0.6299154f, 0.35426098f, 0.50121397f, 0.14155711f, 0.78726757f, 0.028531995f, 0.8435531f, 0.6444501f, 0.8826095f, 0.25354537f, 0.5547923f, 0.99555415f, 0.8430975f, 246.29712f, 253.4231f, 282.26755f, 215.6161f, 251.57019f, 239.20515f, 296.2021f, 234.32518f, 278.9852f, 235.4248f, 238.70155f, 256.9956f, 212.62695f, 288.38763f, 231.21237f, 284.80396f, 261.86835f, 223.92522f, 205.86221f, 234.742f, 262.11407f, 298.1942f, 242.60652f, 238.83704f, 251.6588f, 267.23315f, 294.4865f, 223.47488f, 259.24976f, 251.82695f, 265.01166f, 234.65732f, 265.1853f, 202.15352f, 244.42313f, 253.90427f, 212.09233f, 227.62961f, 237.77951f, 261.36838f, 234.32147f, 240.81522f, 273.62595f, 221.19333f, 284.11353f, 216.00859f, 284.36948f, 243.90376f, 282.61584f, 256.97165f, 275.08722f, 253.8055f, 265.1405f, 298.87567f, 223.393f, 288.02148f, 287.26102f, 276.36237f, 290.52777f, 299.57062f, 224.73566f, 290.82623f, 231.3513f, 238.51828f, 230.74028f, 224.97539f, 290.11844f, 238.00816f, 290.39606f, 291.32538f, 272.94766f, 211.88446f, 291.66742f, 210.34077f, 285.62628f, 246.31918f, 283.68738f, 282.34418f, 223.43613f, 245.08679f, 235.22693f, 246.01146f, 224.03375f, 280.5359f, 226.01413f, 262.18884f, 237.87335f, 238.89404f, 259.04294f, 202.59842f, 294.69302f, 209.01956f, 244.75763f, 264.3232f, 293.4627f, 287.69165f, 236.79088f, 282.37012f, 222.24211f, 293.5885f, 249.6388f, 273.91916f, 215.40356f, 255.45584f, 268.4702f, 275.81577f, 259.25064f, 224.95108f, 250.37906f, 267.89093f, 256.31766f, 227.89124f, 204.10915f, 263.38596f, 213.62708f, 218.84116f, 289.00494f, 216.93646f, 200.29439f, 284.1103f, 216.20671f, 260.57642f, 248.57745f, 241.73776f, 244.7205f, 286.86218f, 206.42664f, 204.06395f, 216.60626f, 224.02377f, 219.4697f, 287.2509f, 246.91132f, 289.83777f, 292.73767f, 202.73048f, 206.4165f, 294.0605f, 276.23276f, 288.51318f, 279.45175f, 253.69833f, 281.3311f, 249.44318f, 287.76288f, 262.2878f, 238.2247f, 203.41438f, 208.8359f, 274.0062f, -9.999092f, -9.99934f, -9.999794f, -9.999654f, -9.999987f, -9.999574f, -9.99965f, -9.999892f, -9.999203f, -9.999798f, -9.999658f, -9.999974f, -9.999982f, -9.999003f, -9.999369f, -9.999311f, -9.999708f, -9.999327f, -9.999302f, -9.999419f, -9.999553f, -9.9991665f, -9.999842f, -9.9991665f, -9.999702f, -9.999081f, -9.9993725f, -9.999735f, -9.999399f, -9.999073f, -9.999045f, -9.999458f, -9.99971f, -9.999414f, -9.999165f, -9.999782f, -9.999417f, -9.999513f, -9.999398f, -9.999933f, -9.999367f, -9.999933f, -9.999302f, -9.999572f, -9.999926f, -9.999371f, -9.999746f, -9.999628f, -9.9995165f, -9.999816f, -9.9998255f, -9.999983f, -9.999482f, -9.99976f, -9.999302f, -9.999825f, -9.999026f, -9.999029f, -9.999147f, -9.9995f, -9.999214f, -9.999216f, -9.999818f, -9.999334f, -9.999354f, -9.999414f, -9.999564f, -9.99962f, -9.999615f, -9.999496f, -9.999803f, -9.999454f, -9.999789f, -9.999615f, -9.999473f, -9.999701f, -9.999164f, -9.999112f, -9.9991865f, -9.999779f, -9.999639f, -9.999739f, -9.999949f, -9.999005f, -9.999157f, -9.999394f, -9.999148f, -9.999729f, -9.999721f, -9.999721f, -9.999678f, -9.999215f, -9.99921f, -9.999848f, -9.999702f, -9.999167f, -9.999995f, -9.999203f, -9.999381f, -9.999537f, -9.999643f, -9.999887f, -9.999234f, -9.999761f, -9.999863f, -9.9999275f, -9.99965f, -9.999459f, -9.999674f, -9.999408f, -9.999761f, -9.999802f, -9.999465f, -9.999648f, -9.999447f, -9.999051f, -9.999212f, -9.999952f, -9.999188f, -9.999153f, -9.999513f, -9.999785f, -9.999538f, -9.999458f, -9.999802f, -9.999176f, -9.999821f, -9.999529f, -9.999089f, -9.999206f, -9.999853f, -9.999218f, -9.999763f, -9.999283f, -9.999687f, -9.999333f, -9.9996195f, -9.999563f, -9.99978f, -9.999214f, -9.999417f, -9.999161f, -9.999615f, -9.999529f, -9.999715f, -9.99965f, -9.999793f, -9.999159f, -9.999804f, -9.999826f, 0.25581473f, 0.011998488f, 0.19125576f, 0.26596868f, 0.21618238f, 0.7962773f, 0.8030581f, 0.7543603f, 0.37575766f, 0.764879f, 0.10974313f, 0.06437898f, 0.26072952f, 0.30300763f, 0.029973997f, 0.025493756f, 0.21206349f, 0.7668091f, 0.53181326f, 0.36343664f, 0.5012292f, 0.17466855f, 0.188394f, 0.73864985f, 0.4810524f, 0.42596745f, 0.17328279f, 0.2649388f, 0.5691122f, 0.6979966f, 0.40108117f, 0.680846f, 0.8891427f, 0.36562127f, 0.5258834f, 0.02162829f, 0.34679192f, 0.51932955f, 0.5934363f, 0.8976068f, 0.17759448f, 0.84487504f, 0.08563967f, 0.8079017f, 0.53375924f, 0.5292685f, 0.7386051f, 0.84675163f, 0.52025354f, 0.402771f, 0.25339442f, 0.020660425f, 0.8532977f, 0.26857603f, 0.08696012f, 0.30953142f, 0.05712433f, 0.52134746f, 0.668039f, 0.8811842f, 0.84066904f, 0.5784957f, 0.13710192f, 0.25812075f, 0.12778813f, 0.6114538f, 0.68826395f, 0.6296169f, 0.050615292f, 0.60265064f, 0.59383374f, 0.50250226f, 0.5533876f, 0.80024f, 0.15964289f, 0.44098398f, 0.3639451f, 0.9836441f, 0.59009975f, 0.42786047f, 0.66358715f, 0.77674544f, 0.96205765f, 0.30722687f, 0.07275952f, 0.8073388f, 0.8589582f, 0.1655514f, 0.942791f, 0.7421209f, 0.33589354f, 0.031047517f, 0.2333922f, 0.32696965f, 0.06680667f, 0.43655157f, 0.60084665f, 0.924222f, 0.5181169f, 0.8633322f, 0.07042168f, 0.3576994f, 0.23789743f, 0.98523647f, 0.35718223f, 0.09434685f, 0.7895948f, 0.6365413f, 0.7331945f, 0.8172492f, 0.2427676f, 0.23792028f, 0.7375947f, 0.72343403f, 0.47277793f, 0.53527576f, 0.30485073f, 0.64892334f, 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0.8760627f, 0.9832404f, 0.8160704f, 0.35087004f, 0.99301636f, 0.58498734f, 0.31982517f, 0.28746068f, 0.10150419f, 0.64765805f, 0.93925524f, 0.6288832f, 0.5287214f, 0.6787367f, 0.7280878f, 0.8089835f, 0.45152652f, 0.28626585f, 0.37735057f, 0.84606636f, 0.17912877f, 0.1262947f, 0.93639624f, 0.74632484f, 0.10586514f, 0.2034781f, 0.3999192f, 0.6237884f, 0.58933526f, 0.11924875f, 0.16451561f, 0.5822025f, 0.3976624f, 0.9056206f, 0.66830647f, 0.801052f, 0.6321766f, 0.47481045f, 0.6505067f, 0.5119758f, 0.8057609f, 0.059799645f, 0.014172987f, 0.637021f, 0.878043f, 0.19765095f, 0.7158634f, 0.6288858f, 0.41249686f, 0.2579455f, 0.32608235f, 0.153792f, 0.030521471f, 0.5082303f, 0.33682522f, 0.5155604f, 0.8285316f, 0.7492474f, 0.56472075f, 0.7964325f, 0.8807934f, 0.21563967f, 0.67301345f, 0.32791767f, 0.47523862f};
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};
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class EuclideanDistanceTest : public testing::Test {
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public:
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float x[16] = {1.f, 2.f, 3.f, 4.f, 5.f, 6.f, 7.f, 8.f, 1.f, 2.f, 3.f, 4.f, 5.f, 6.f, 7.f, 8.f};
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float y[16] = {2.f, 3.f, 4.f, 5.f, 6.f, 7.f, 8.f, 9.f, 2.f, 3.f, 4.f, 5.f, 6.f, 7.f, 8.f, 9.f};
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float result[9] = {0.f};
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|
Nd4jLong shapeBuffer[12] = {4,2,2,2,2,8,4,2,1,0,1,99};
|
|
int dimensionLength = 3;
|
|
int dimension[3] = {1,2,3};
|
|
float extraVals[2] = {0.f, 0.f};
|
|
int opNum = 1;
|
|
|
|
std::vector<int> dim = {1, 2, 3};
|
|
};
|
|
|
|
#ifndef __CUDABLAS__
|
|
TEST_F(EuclideanDistanceTest,Test1) {
|
|
//int *tadShapeBuffer = shape::computeResultShape(shapeBuffer,dimension,dimensionLength);
|
|
sd::ArrayOptions::setDataType(shapeBuffer, sd::DataType::FLOAT32);
|
|
auto tadShapeBuffer = sd::ShapeUtils::evalReduceShapeInfo('c', dim, shapeBuffer, false, true, nullptr);
|
|
//shape::printShapeInfoLinear("tadShape", tadShapeBuffer);
|
|
functions::reduce3::Reduce3<float, float>::exec(opNum,
|
|
x,
|
|
shapeBuffer,
|
|
extraVals,
|
|
y,
|
|
shapeBuffer,
|
|
result,
|
|
tadShapeBuffer,
|
|
dimension,
|
|
dimensionLength, 0, 2);
|
|
|
|
ASSERT_EQ(result[1],result[0]);
|
|
}
|
|
|
|
|
|
TEST_F(StdTest,MultiDimTest) {
|
|
auto xShapeInfo = shape::shapeBuffer(4, sd::DataType::FLOAT32, examplesShape);
|
|
//int *resultShapeInfo = shape::computeResultShape(xShapeInfo,dimensionsForStd,dimensionLength);
|
|
auto resultShapeInfo = sd::ShapeUtils::evalReduceShapeInfo('c', dimsForStd, xShapeInfo, false, true, nullptr);
|
|
int resultLengthAssertion = 5;
|
|
ASSERT_EQ(resultLengthAssertion,shape::length(resultShapeInfo));
|
|
shape::TAD *tad = new shape::TAD;
|
|
tad->init(xShapeInfo,dimensionsForStd,dimensionLength);
|
|
float none[1] = {0.f};
|
|
tad->createTadOnlyShapeInfo();
|
|
tad->createOffsets();
|
|
int tadElementWiseStride = shape::elementWiseStride(tad->tadOnlyShapeInfo);
|
|
ASSERT_EQ(0,tadElementWiseStride);
|
|
float *result = new float[shape::length(resultShapeInfo)];
|
|
functions::reduce::ReduceFloatFunction<float,float>::exec(
|
|
opNum,
|
|
x,
|
|
xShapeInfo,
|
|
none,
|
|
result,
|
|
resultShapeInfo,
|
|
dimensionsForStd,
|
|
dimensionLength,
|
|
tad->tadOnlyShapeInfo,
|
|
tad->tadOffsets, 0, shape::length(resultShapeInfo));
|
|
|
|
// for(int i = 0; i < shape::length(resultShapeInfo); i++)
|
|
// printf("%f\n",result[i]);
|
|
|
|
delete[] result;
|
|
delete tad;
|
|
delete[] xShapeInfo;
|
|
}
|
|
|
|
|
|
|
|
|
|
|
|
TEST_F(ReduceTest,MatrixTest) {
|
|
int opNum = 4;
|
|
auto xShapeInfo = sd::ShapeBuilders::createShapeInfo(sd::DataType::FLOAT32, 'c', 2, shape);
|
|
//int *resultShapeInfo = shape::computeResultShape(xShapeInfo,dimension,dimensionLength);
|
|
auto resultShapeInfo = sd::ShapeUtils::evalReduceShapeInfo('c', dim, xShapeInfo, false, true, nullptr);
|
|
int resultLengthAssertion = 3;
|
|
ASSERT_EQ(resultLengthAssertion,shape::length(resultShapeInfo));
|
|
shape::TAD *tad = new shape::TAD;
|
|
tad->init(xShapeInfo,dimension,dimensionLength);
|
|
float none[1] = {0.f};
|
|
tad->createTadOnlyShapeInfo();
|
|
tad->createOffsets();
|
|
auto tadElementWiseStride = shape::elementWiseStride(tad->tadOnlyShapeInfo);
|
|
ASSERT_EQ(3,tadElementWiseStride);
|
|
functions::reduce::ReduceFloatFunction<float,float>::exec(
|
|
opNum,
|
|
x,
|
|
xShapeInfo,
|
|
none,
|
|
result,
|
|
resultShapeInfo,
|
|
dimension,
|
|
dimensionLength,
|
|
tad->tadOnlyShapeInfo,
|
|
tad->tadOffsets, 0, tad->numTads);
|
|
|
|
// for(int i = 0; i < shape::length(resultShapeInfo); i++)
|
|
// printf("%f\n",result[i]);
|
|
|
|
delete tad;
|
|
delete[] xShapeInfo;
|
|
}
|
|
|
|
#endif |