Description: - 20212303-061238_pth_nightly_results_1.9.0a0+git8518b0e.opencv.6 - 20212303-061238_pth_nightly_results_1.9.0a0+git8518b0e.opencv.1 - 20212303-061238_pr_results_1.9.0a0+gite3a9544.opencv.6 - 20212303-061238_pr_results_1.9.0a0+gite3a9544.opencv.1 [----------------- upsample_bilinear2d channels_first contiguous -----------------] | 1.9.0a0+git8518b0e | 1.9.0a0+gite3a9544 1 threads: ------------------------------------------------------------------------ [1, 3, 320, 320] -> (256, 256) | 348.5 | 331.7 [1, 3, 320, 320] -> (512, 512) | 1254.0 | 1178.1 [32, 128, 64, 64] -> (32, 32) | 10409.4 | 10009.1 [32, 128, 64, 64] -> (128, 128) | 210175.8 | 204542.5 [1, 3, 500, 500] -> (256, 256) | 348.5 | 329.5 [1, 3, 500, 500] -> (800, 800) | 3079.8 | 2890.1 6 threads: ------------------------------------------------------------------------ [1, 3, 320, 320] -> (256, 256) | 76.4 | 73.4 [1, 3, 320, 320] -> (512, 512) | 247.1 | 232.0 [32, 128, 64, 64] -> (32, 32) | 2371.1 | 2340.5 [32, 128, 64, 64] -> (128, 128) | 62182.6 | 54089.9 [1, 3, 500, 500] -> (256, 256) | 78.2 | 75.8 [1, 3, 500, 500] -> (800, 800) | 569.0 | 541.3 Times are in microseconds (us). [-------------- upsample_bilinear2d channels_first non-contiguous ---------------] | 1.9.0a0+git8518b0e | 1.9.0a0+gite3a9544 1 threads: ----------------------------------------------------------------------- [1, 3, 320, 320] -> (256, 256) | 340.5 | 321.9 [1, 3, 320, 320] -> (512, 512) | 1256.1 | 1179.0 [1, 3, 500, 500] -> (256, 256) | 351.4 | 332.0 [1, 3, 500, 500] -> (800, 800) | 3089.1 | 2898.6 6 threads: ----------------------------------------------------------------------- [1, 3, 320, 320] -> (256, 256) | 77.2 | 75.0 [1, 3, 320, 320] -> (512, 512) | 246.6 | 232.7 [1, 3, 500, 500] -> (256, 256) | 78.6 | 75.4 [1, 3, 500, 500] -> (800, 800) | 576.3 | 539.6 Times are in microseconds (us). [------------------------ upsample_bilinear2d channels_last non-contiguous ------------------------] | 1.9.0a0+git8518b0e | 1.9.0a0+gite3a9544 | opencv 4.5.1 1 threads: ----------------------------------------------------------------------------------------- [1, 3, 320, 320] -> (256, 256) | 971.9 | 1324.6 | 99.6 [1, 3, 320, 320] -> (512, 512) | 3867.8 | 5329.9 | 271.5 [32, 128, 64, 64] -> (32, 32) | 6010.6 | 6304.3 | [32, 128, 64, 64] -> (128, 128) | 112299.9 | 116956.8 | [2, 128, 64, 46] -> (32, 32) | 110.1 | 133.2 | [2, 128, 64, 46] -> (128, 128) | 1690.1 | 1838.6 | [1, 128, 64, 46] -> (32, 32) | 55.8 | 73.4 | 185.8 [1, 128, 64, 46] -> (128, 128) | 474.5 | 684.9 | 1445.7 [1, 3, 500, 500] -> (256, 256) | 972.9 | 1343.0 | 149.5 [1, 3, 500, 500] -> (800, 800) | 9460.2 | 12925.8 | 685.1 6 threads: ----------------------------------------------------------------------------------------- [1, 3, 320, 320] -> (256, 256) | 956.6 | 260.1 | 27.1 [1, 3, 320, 320] -> (512, 512) | 3867.3 | 967.1 | 63.6 [32, 128, 64, 64] -> (32, 32) | 2489.4 | 2427.0 | [32, 128, 64, 64] -> (128, 128) | 37462.1 | 41329.8 | [2, 128, 64, 46] -> (32, 32) | 61.2 | 38.9 | [2, 128, 64, 46] -> (128, 128) | 904.2 | 652.0 | [1, 128, 64, 46] -> (32, 32) | 57.1 | 32.0 | 191.1 [1, 128, 64, 46] -> (128, 128) | 491.4 | 138.1 | 1485.8 [1, 3, 500, 500] -> (256, 256) | 977.0 | 257.8 | 36.6 [1, 3, 500, 500] -> (800, 800) | 9470.0 | 2696.0 | 142.8 Times are in microseconds (us). [------------- upsample_linear1d channels_first contiguous --------------] | 1.9.0a0+git8518b0e | 1.9.0a0+gite3a9544 1 threads: --------------------------------------------------------------- [4, 512, 320] -> [256] | 516.5 | 524.7 [4, 512, 320] -> [512] | 993.8 | 1008.0 6 threads: --------------------------------------------------------------- [4, 512, 320] -> [256] | 104.3 | 105.4 [4, 512, 320] -> [512] | 193.5 | 195.6 Times are in microseconds (us). [-------------------- upsample_trilinear3d channels_first contiguous --------------------] | 1.9.0a0+git8518b0e | 1.9.0a0+gite3a9544 1 threads: ------------------------------------------------------------------------------- [1, 3, 16, 320, 320] -> [8, 256, 256] | 5.5 | 11.5 [1, 3, 16, 320, 320] -> [32, 512, 512] | 116.3 | 213.1 6 threads: ------------------------------------------------------------------------------- [1, 3, 16, 320, 320] -> [8, 256, 256] | 1.1 | 2.1 [1, 3, 16, 320, 320] -> [32, 512, 512] | 36.1 | 47.2 Times are in milliseconds (ms). [------------------ upsample_trilinear3d channels_last non-contiguous -------------------] | 1.9.0a0+git8518b0e | 1.9.0a0+gite3a9544 1 threads: ------------------------------------------------------------------------------- [1, 3, 16, 320, 320] -> [8, 256, 256] | 13.1 | 19.9 [1, 3, 16, 320, 320] -> [32, 512, 512] | 242.3 | 349.4 6 threads: ------------------------------------------------------------------------------- [1, 3, 16, 320, 320] -> [8, 256, 256] | 13.1 | 4.4 [1, 3, 16, 320, 320] -> [32, 512, 512] | 242.4 | 87.2 Times are in milliseconds (ms). [------------------ upsample_nearest2d channels_first contiguous -----------------] | 1.9.0a0+git8518b0e | 1.9.0a0+gite3a9544 1 threads: ------------------------------------------------------------------------ [1, 3, 320, 320] -> (256, 256) | 1194.5 | 107.8 [1, 3, 320, 320] -> (512, 512) | 4813.8 | 365.5 [32, 128, 64, 64] -> (32, 32) | 26745.6 | 6280.6 [32, 128, 64, 64] -> (128, 128) | 357686.7 | 129032.9 [1, 3, 500, 500] -> (256, 256) | 1205.9 | 123.8 [1, 3, 500, 500] -> (800, 800) | 11770.3 | 879.2 6 threads: ------------------------------------------------------------------------ [1, 3, 320, 320] -> (256, 256) | 220.2 | 32.7 [1, 3, 320, 320] -> (512, 512) | 867.2 | 78.7 [32, 128, 64, 64] -> (32, 32) | 5789.6 | 2241.8 [32, 128, 64, 64] -> (128, 128) | 89125.3 | 41881.3 [1, 3, 500, 500] -> (256, 256) | 224.3 | 34.8 [1, 3, 500, 500] -> (800, 800) | 2182.8 | 176.6 Times are in microseconds (us). [--------------- upsample_nearest2d channels_first non-contiguous ---------------] | 1.9.0a0+git8518b0e | 1.9.0a0+gite3a9544 1 threads: ----------------------------------------------------------------------- [1, 3, 320, 320] -> (256, 256) | 1279.5 | 110.2 [1, 3, 320, 320] -> (512, 512) | 4908.1 | 367.1 [1, 3, 500, 500] -> (256, 256) | 1488.1 | 123.4 [1, 3, 500, 500] -> (800, 800) | 12186.4 | 879.3 6 threads: ----------------------------------------------------------------------- [1, 3, 320, 320] -> (256, 256) | 241.8 | 32.6 [1, 3, 320, 320] -> (512, 512) | 889.0 | 79.2 [1, 3, 500, 500] -> (256, 256) | 279.2 | 35.6 [1, 3, 500, 500] -> (800, 800) | 2226.5 | 174.3 Times are in microseconds (us). [------------------------ upsample_nearest2d channels_last non-contiguous -------------------------] | 1.9.0a0+git8518b0e | 1.9.0a0+gite3a9544 | opencv 4.5.1 1 threads: ----------------------------------------------------------------------------------------- [1, 3, 320, 320] -> (256, 256) | 752.1 | 487.2 | 75.5 [1, 3, 320, 320] -> (512, 512) | 2992.6 | 1880.0 | 251.4 [32, 128, 64, 64] -> (32, 32) | 3458.6 | 3466.5 | [32, 128, 64, 64] -> (128, 128) | 102350.7 | 103919.4 | [2, 128, 64, 46] -> (32, 32) | 75.2 | 85.2 | [2, 128, 64, 46] -> (128, 128) | 1637.0 | 1690.4 | [1, 128, 64, 46] -> (32, 32) | 39.6 | 47.2 | 37.6 [1, 128, 64, 46] -> (128, 128) | 426.3 | 449.0 | 412.4 [1, 3, 500, 500] -> (256, 256) | 757.5 | 495.5 | 85.0 [1, 3, 500, 500] -> (800, 800) | 7281.4 | 4532.6 | 622.8 6 threads: ----------------------------------------------------------------------------------------- [1, 3, 320, 320] -> (256, 256) | 139.3 | 104.1 | 75.7 [1, 3, 320, 320] -> (512, 512) | 535.5 | 361.2 | 73.0 [32, 128, 64, 64] -> (32, 32) | 1518.6 | 1458.2 | [32, 128, 64, 64] -> (128, 128) | 37117.7 | 40142.4 | [2, 128, 64, 46] -> (32, 32) | 17.6 | 26.6 | [2, 128, 64, 46] -> (128, 128) | 537.6 | 629.4 | [1, 128, 64, 46] -> (32, 32) | 13.7 | 22.1 | 38.8 [1, 128, 64, 46] -> (128, 128) | 83.6 | 94.5 | 420.2 [1, 3, 500, 500] -> (256, 256) | 140.8 | 104.9 | 87.8 [1, 3, 500, 500] -> (800, 800) | 1317.8 | 853.8 | 139.7 Times are in microseconds (us). [------------- upsample_nearest1d channels_first contiguous -------------] | 1.9.0a0+git8518b0e | 1.9.0a0+gite3a9544 1 threads: --------------------------------------------------------------- [4, 512, 320] -> [256] | 1594.3 | 247.4 [4, 512, 320] -> [512] | 3222.6 | 440.4 6 threads: --------------------------------------------------------------- [4, 512, 320] -> [256] | 294.4 | 53.7 [4, 512, 320] -> [512] | 575.0 | 88.5 Times are in microseconds (us). [--------------------- upsample_nearest3d channels_first contiguous ---------------------] | 1.9.0a0+git8518b0e | 1.9.0a0+gite3a9544 1 threads: ------------------------------------------------------------------------------- [1, 3, 16, 320, 320] -> [8, 256, 256] | 14952.7 | 1005.7 [1, 3, 16, 320, 320] -> [32, 512, 512] | 224955.6 | 46228.0 6 threads: ------------------------------------------------------------------------------- [1, 3, 16, 320, 320] -> [8, 256, 256] | 2887.2 | 206.2 [1, 3, 16, 320, 320] -> [32, 512, 512] | 56872.0 | 13566.3 Times are in microseconds (us). [------------------- upsample_nearest3d channels_last non-contiguous --------------------] | 1.9.0a0+git8518b0e | 1.9.0a0+gite3a9544 1 threads: ------------------------------------------------------------------------------- [1, 3, 16, 320, 320] -> [8, 256, 256] | 7772.3 | 4770.9 [1, 3, 16, 320, 320] -> [32, 512, 512] | 144655.1 | 108605.0 6 threads: ------------------------------------------------------------------------------- [1, 3, 16, 320, 320] -> [8, 256, 256] | 1401.9 | 877.7 [1, 3, 16, 320, 320] -> [32, 512, 512] | 35939.6 | 28621.5 Times are in microseconds (us). [------------------ upsample_bicubic2d channels_first contiguous -----------------] | 1.9.0a0+git8518b0e | 1.9.0a0+gite3a9544 1 threads: ------------------------------------------------------------------------ [1, 3, 320, 320] -> (256, 256) | 6038.7 | 2340.4 [1, 3, 320, 320] -> (512, 512) | 24040.6 | 9205.9 [32, 128, 64, 64] -> (32, 32) | 471016.3 | 52059.1 [32, 128, 64, 64] -> (128, 128) | 7705594.5 | 884743.9 [1, 3, 500, 500] -> (256, 256) | 6061.5 | 2361.9 [1, 3, 500, 500] -> (800, 800) | 58940.7 | 22401.8 6 threads: ------------------------------------------------------------------------ [1, 3, 320, 320] -> (256, 256) | 6594.3 | 466.5 [1, 3, 320, 320] -> (512, 512) | 25361.5 | 1729.1 [32, 128, 64, 64] -> (32, 32) | 487783.5 | 11550.0 [32, 128, 64, 64] -> (128, 128) | 7963636.6 | 196017.3 [1, 3, 500, 500] -> (256, 256) | 6443.8 | 464.1 [1, 3, 500, 500] -> (800, 800) | 61891.9 | 4257.2 Times are in microseconds (us). [--------------- upsample_bicubic2d channels_first non-contiguous ---------------] | 1.9.0a0+git8518b0e | 1.9.0a0+gite3a9544 1 threads: ----------------------------------------------------------------------- [1, 3, 320, 320] -> (256, 256) | 6116.7 | 2357.0 [1, 3, 320, 320] -> (512, 512) | 24182.0 | 9213.9 [1, 3, 500, 500] -> (256, 256) | 6349.6 | 2358.5 [1, 3, 500, 500] -> (800, 800) | 59365.2 | 22431.2 6 threads: ----------------------------------------------------------------------- [1, 3, 320, 320] -> (256, 256) | 7155.1 | 464.6 [1, 3, 320, 320] -> (512, 512) | 24566.8 | 1712.4 [1, 3, 500, 500] -> (256, 256) | 7217.5 | 466.6 [1, 3, 500, 500] -> (800, 800) | 59880.2 | 4148.8 Times are in microseconds (us). [------------------------ upsample_bicubic2d channels_last non-contiguous -------------------------] | 1.9.0a0+git8518b0e | 1.9.0a0+gite3a9544 | opencv 4.5.1 1 threads: ----------------------------------------------------------------------------------------- [1, 3, 320, 320] -> (256, 256) | 6184.3 | 2360.0 | 215.0 [1, 3, 320, 320] -> (512, 512) | 24499.7 | 9231.1 | 510.7 [32, 128, 64, 64] -> (32, 32) | 548304.5 | 93517.8 | [32, 128, 64, 64] -> (128, 128) | 7810958.3 | 1086334.6 | [2, 128, 64, 46] -> (32, 32) | 10883.4 | 5594.9 | [2, 128, 64, 46] -> (128, 128) | 153253.2 | 57071.2 | [1, 128, 64, 46] -> (32, 32) | 4519.4 | 2826.5 | 619.7 [1, 128, 64, 46] -> (128, 128) | 61339.7 | 28470.7 | 3654.5 [1, 3, 500, 500] -> (256, 256) | 6444.8 | 2389.9 | 292.9 [1, 3, 500, 500] -> (800, 800) | 59448.0 | 22479.1 | 1316.9 6 threads: ----------------------------------------------------------------------------------------- [1, 3, 320, 320] -> (256, 256) | 6370.1 | 464.9 | 61.3 [1, 3, 320, 320] -> (512, 512) | 25365.6 | 1767.5 | 145.7 [32, 128, 64, 64] -> (32, 32) | 502888.7 | 22016.3 | [32, 128, 64, 64] -> (128, 128) | 8072918.9 | 234567.0 | [2, 128, 64, 46] -> (32, 32) | 11171.4 | 1049.5 | [2, 128, 64, 46] -> (128, 128) | 152612.5 | 11264.8 | [1, 128, 64, 46] -> (32, 32) | 4359.3 | 791.4 | 651.1 [1, 128, 64, 46] -> (128, 128) | 61346.5 | 7563.9 | 3765.2 [1, 3, 500, 500] -> (256, 256) | 6644.4 | 469.7 | 77.4 [1, 3, 500, 500] -> (800, 800) | 59947.2 | 4154.3 | 313.2 Times are in microseconds (us). Intermediate benchmark sources: - results/20212303-061238_pth_nightly_results_1.9.0a0+git8518b0e.log.save.opencv - results/20212303-061238_pr_results_1.9.0a0+gite3a9544.log.save.opencv