Intel Core i7-1065G7 testing with a Dell 06CDVY (1.0.9 BIOS) and Intel Iris Plus ICL GT2 3GB on Ubuntu 21.04 via the Phoronix Test Suite.
Compare your own system(s) to this result file with the
Phoronix Test Suite by running the command:
phoronix-test-suite benchmark 2107288-IB-ICELAKENC02
icelake ncnn cassandra,
"Apache Cassandra 4.0 - Test: Reads",
Higher Results Are Better
"1",23024,21349,25790,24619,22078,27237,25079,21170,26562,22881,22717,20610
"2",27546,22998,19949,24694,23982,22772,20285,25914,24949,20136,26398,24244
"3",26652,22827,26079,21642,26612,22774,26096,23283,20638,24760,22893,27112
"Apache Cassandra 4.0 - Test: Writes",
Higher Results Are Better
"1",29116,26874,27255,27234,27503,27185,28065,27493,28103
"2",29008,26847,27177,27133,26682,27393,27095,27381,26381,27839,26989,27157
"3",29406,28121,28709
"Apache Cassandra 4.0 - Test: Mixed 1:1",
Higher Results Are Better
"1",21823,22745,21213,22428,21149,22280,21167,21528,23083,21675,22835,20539
"2",21183,23271,21355,22399,21900,21333,22837,20844,22841,22831,20804,22993
"3",22020,23642,20891,22396,23374,21974,22467,22629,20408,21584,22616,22327
"Apache Cassandra 4.0 - Test: Mixed 1:3",
Higher Results Are Better
"1",21379,19470,22243,20622,23200,20437,19874,22189,20334,18473,21153,19815
"2",21265,22451,20466,18987,21555,20195,21823,20332,20611,23037,20656,23140
"3",20530,22239,22342,19506,22117,20281,23336,21752,19764,22109,19998,23276
"NCNN 20210720 - Target: CPU - Model: mobilenet",
Lower Results Are Better
"1",23.95,23.26,29.12,27.55,28.43,29.1,29.2,28.45,28.48,29.13,29.75,28.44,29.08,29.72,29.23
"2",28.57,28.55,29.21
"3",23.53,29.17,28.69,29.13,28.72,29.97,28.69,28.64,28.74,28.65,28.28,26.91
"NCNN 20210720 - Target: CPU-v2-v2 - Model: mobilenet-v2",
Lower Results Are Better
"1",5.66,5.82,5.79,5.76,5.66,6.21,5.65,6.6,6.67,6.68,5.89,6.69,6.64,6.72,6.53
"2",5.58,6.73,6.69
"3",5.17,5.21,7.54,7.38,7.52,7.46,7.58,7.5,7.56,7.47,7.91,7.52
"NCNN 20210720 - Target: CPU-v3-v3 - Model: mobilenet-v3",
Lower Results Are Better
"1",5.12,5.1,5.1,5,5.68,6.66,4.98,6.69,6.64,6.71,5.27,6.63,6.67,6.64
"2",4.91,6.69,6.7
"3",4.64,4.82,6.69,6.74,6.65,6.63,6.71,6.65,6.68,6.69,6.73,6.64
"NCNN 20210720 - Target: CPU - Model: shufflenet-v2",
Lower Results Are Better
"1",4.55,4.6,4.65,4.64,6.37,6.29,4.49,6.26,6.32,6.33,4.87,6.28,6.3,6.32,6.26
"2",4.47,6.37,6.34
"3",4.29,5.03,6.34,6.27,6.31,6.32,6.29,6.37,6.28,5.37,6.32,6.35
"NCNN 20210720 - Target: CPU - Model: mnasnet",
Lower Results Are Better
"1",5.11,5.15,5.15,5.12,6.85,6.9,5.01,6.87,6.93,6.93,5.42,6.92,6.9,6.9,6.88
"2",4.97,6.88,6.85
"3",4.61,5.54,6.92,7.03,6.93,6.89,6.6,6.93,6.93,5.43,7.03,6.94
"NCNN 20210720 - Target: CPU - Model: efficientnet-b0",
Lower Results Are Better
"1",8.27,8.37,8.35,8.74,11.15,11.17,9.54,9.13,11.21,8.66,11.11,11.2,11.2,11.19,11.2
"2",8.14,11.21,11.19
"3",7.55,11.28,11.22,11.45,9.98,11.16,8.93,11.16,11.18,8.91,11.39,11.19
"NCNN 20210720 - Target: CPU - Model: blazeface",
Lower Results Are Better
"1",1.88,1.91,1.87,2.41,2.46,2.41,2.42,2.42,2.42,2.47,2.44,2.44,2.5,2.42,2.42
"2",1.79,2.5,2.47
"3",1.72,2.5,2.5,2.55,2.45,2.52,2.46,2.51,2.47,2.47,2.53,2.5
"NCNN 20210720 - Target: CPU - Model: googlenet",
Lower Results Are Better
"1",17.13,19.03,18.9,19.95,24.13,22.03,24.1,24.11,24.17,24.12,24.1,24.24,24.14,24.19,24.12
"2",16.73,24.18,24.17
"3",16.05,24.28,24.27,25.19,24.24,24.2,24.31,20.49,24.05,24.29,25.21,24.2
"NCNN 20210720 - Target: CPU - Model: vgg16",
Lower Results Are Better
"1",61.92,65.15,65.14,72.76,73.1,75.57,75.41,75.21,75.81,75.51,75.2,75.44,75.5,75.35,75.64
"2",63.34,75.62,75.63
"3",64.32,75.88,74.47,75.95,73.93,72.38,75.63,76.1,75.64,75.83,76.09,73.31
"NCNN 20210720 - Target: CPU - Model: resnet18",
Lower Results Are Better
"1",16.72,19.01,18.71,20.52,22.19,18.63,23.28,18.46,23.36,23.23,23.23,23.39,23.26,23.24,23.3
"2",16.61,23.48,23.48
"3",15.82,23.51,23.46,19.41,21.5,23.42,23.35,18.56,21.88,23.34,23.35,23.34
"NCNN 20210720 - Target: CPU - Model: alexnet",
Lower Results Are Better
"1",15.57,17.08,17.22,20.23,19.22,18.74,20.12,17.07,20.09,20.51,20.09,20.21,20.17,20.12,20.42
"2",15.32,20.16,20.13
"3",15.23,20.22,16.95,19.7,20.2,20.23,20.26,17.62,17.96,18.89,20.58,20.2
"NCNN 20210720 - Target: CPU - Model: resnet50",
Lower Results Are Better
"1",35.55,37,44.68,44.67,44.45,44.56,44.52,44.62,44.58,44.68,44.54,44.54,44.64,44.57,44.53
"2",36.23,44.65,44.76
"3",36.16,44.94,44.97,44.97,40.17,36.38,44.83,45.07,44.88,44.82,44.76,41.92
"NCNN 20210720 - Target: CPU - Model: yolov4-tiny",
Lower Results Are Better
"1",33.66,33.27,41.37,35.19,38.04,38.83,41.47,40.99,41.04,41.32,41.82,41.08,41.65,41.89,41.33
"2",41.8,41.16,41.77
"3",33.49,41.88,41.41,40.18,41.38,42.24,41.47,41.55,41.65,41.49,41.93,41.47
"NCNN 20210720 - Target: CPU - Model: squeezenet_ssd",
Lower Results Are Better
"1",31.23,30.23,37.02,37.21,36.71,36.92,36.86,36.77,36.7,36.95,37.4,33.3,36.96,36.74,36.94
"2",31.48,36.87,37.35
"3",30.01,37,37.06,37.05,37.14,37.67,37.03,37.01,36.95,33.74,37.11,37.12
"NCNN 20210720 - Target: CPU - Model: regnety_400m",
Lower Results Are Better
"1",11.23,11.51,11.2,13.65,12.73,13.79,13.83,13.76,13.81,13.79,13.65,13.74,13.78,13.84,13.7
"2",10.82,13.81,13.75
"3",9.94,13.86,13.88,13.76,13.86,13.82,13.9,13.85,13.79,13.97,13.76,13.83
"NCNN 20210720 - Target: Vulkan GPU - Model: mobilenet",
Lower Results Are Better
"1",20.01,22.75,21.41,22.13,22.62,21.79,20.18,22.06,21.08,21.55,21.71,20.1
"2",21.76,21.12,21.24
"3",22.32,21.02,21.05,21.54,21.65
"NCNN 20210720 - Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2",
Lower Results Are Better
"1",13,13.56,14.15,11.91,12.05,11.83,12.06,12.9,11.94,12.66,11.84,11.87
"2",12.28,11.75,12.82
"3",12.94,12.8,13.31,12.51,14.18
"NCNN 20210720 - Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3",
Lower Results Are Better
"1",15.91,15.56,15.42,15.45,15.47,15.24,15.43,15.5,15.28,15.5,15.31,15.31
"2",15.31,15.41,15.29
"3",15.73,15.56,15.54,15.61,15.4
"NCNN 20210720 - Target: Vulkan GPU - Model: shufflenet-v2",
Lower Results Are Better
"1",14.82,13.85,13.4,14.24,13.12,14.19,14.39,14.31,13.94,12.19,14.22,12.12
"2",14.57,14.72,12.24
"3",13.97,13.38,14.18,13.78,14.27
"NCNN 20210720 - Target: Vulkan GPU - Model: mnasnet",
Lower Results Are Better
"1",12.59,13.11,13.53,12.79,12.98,13.45,12.95,13.07,11.4,13.17,12.97,12.47
"2",13.53,13.38,12.43
"3",13.84,14.5,13.85,12.33,13.26
"NCNN 20210720 - Target: Vulkan GPU - Model: efficientnet-b0",
Lower Results Are Better
"1",16.74,17.16,16.73,16.71,16.67,16.52,16.63,16.76,16.54,16.56,16.63,16.7
"2",16.73,16.6,16.66
"3",16.72,16.6,16.69,16.58,16.66
"NCNN 20210720 - Target: Vulkan GPU - Model: blazeface",
Lower Results Are Better
"1",4.48,4.71,4.02,4.56,3.82,4.84,4.88,4.15,4.48,4.7,4.47,4.63
"2",4.5,4.35,4.25
"3",4.6,4.34,4.87,4.82,4.59
"NCNN 20210720 - Target: Vulkan GPU - Model: googlenet",
Lower Results Are Better
"1",16.92,16.88,16.96,16.9,16.98,17.38,16.86,16.88,16.83,16.88,16.84,16.94
"2",18.06,16.82,16.85
"3",16.86,16.75,16.82,16.84,16.78
"NCNN 20210720 - Target: Vulkan GPU - Model: vgg16",
Lower Results Are Better
"1",79.43,79.42,79.38,79.68,79.46,79.51,79.39,79.44,79.39,79.39,79.39,79.35
"2",79.84,79.5,79.47
"3",79.67,79.75,79.39,79.39,79.58
"NCNN 20210720 - Target: Vulkan GPU - Model: resnet18",
Lower Results Are Better
"1",15.68,15.69,15.61,15.8,15.64,15.65,15.64,15.63,15.7,15.62,15.66,15.68
"2",15.75,15.68,15.66
"3",15.56,15.6,15.76,15.67,15.74
"NCNN 20210720 - Target: Vulkan GPU - Model: alexnet",
Lower Results Are Better
"1",16.28,16.2,16.2,16.29,16.26,16.32,16.25,16.2,16.32,16.27,16.31,16.35
"2",16.26,16.39,16.26
"3",16.29,16.32,16.35,16.33,16.31
"NCNN 20210720 - Target: Vulkan GPU - Model: resnet50",
Lower Results Are Better
"1",32.69,32.63,32.67,32.55,32.63,32.64,32.59,32.57,32.64,32.63,32.61,32.64
"2",32.79,32.62,32.65
"3",32.84,32.64,32.62,32.62,32.65
"NCNN 20210720 - Target: Vulkan GPU - Model: yolov4-tiny",
Lower Results Are Better
"1",40.64,39.36,40.54,41.79,40.01,40.96,39,38.37,40.09,39.52,39.27,38.23
"2",40.5,41.33,39.98
"3",40.5,37.74,36.08,40.58,39.33
"NCNN 20210720 - Target: Vulkan GPU - Model: squeezenet_ssd",
Lower Results Are Better
"1",21.54,21.47,21.48,21.44,21.46,21.51,21.48,21.56,21.45,21.54,21.41,21.46
"2",21.49,21.48,21.46
"3",20.34,20.43,20.36,20.47,20.43
"NCNN 20210720 - Target: Vulkan GPU - Model: regnety_400m",
Lower Results Are Better
"1",16.43,16.31,16.35,15.65,16.38,15.56,15.27,16.38,16.35,15.61,15.72
"2",16.42,15.52,16.36
"3",16.37,16.38,16.41,16.35,16.43