10900K X Intel Core i9-10900K testing with a Gigabyte Z490 AORUS MASTER (F3 BIOS) and Gigabyte AMD Radeon RX 5500/5500M / Pro 5500M 8GB on Ubuntu 20.04 via the Phoronix Test Suite.
HTML result view exported from: https://openbenchmarking.org/result/2009264-SYST-10900KX23&export=pdf&grt&sor&rro .
10900K X Processor Motherboard Chipset Memory Disk Graphics Audio Monitor Network OS Kernel Desktop Display Server Display Driver OpenGL OpenCL Vulkan Compiler File-System Screen Resolution Gigabyte AMD Radeon RX 5500 2 3 4 Intel Core i9-10900K @ 5.30GHz (10 Cores / 20 Threads) Gigabyte Z490 AORUS MASTER (F3 BIOS) Intel Comet Lake PCH 16GB Samsung SSD 970 EVO 250GB Gigabyte AMD Radeon RX 5500/5500M / Pro 5500M 8GB (1900/875MHz) Realtek ALC1220 DELL P2415Q Intel Device 15f3 + Intel Wi-Fi 6 AX201 Ubuntu 20.04 5.9.0-050900rc6-generic (x86_64) 20200920 GNOME Shell 3.36.4 X Server 1.20.8 modesetting 1.20.8 4.6 Mesa 20.2.0-devel (git-ef67218 2020-07-07 focal-oibaf-ppa) (LLVM 10.0.1) OpenCL 1.1 Mesa 20.2.0-devel (git-c977567db6) 1.2.131 GCC 9.3.0 ext4 3840x2160 OpenBenchmarking.org Processor Details - Scaling Governor: intel_pstate powersave - CPU Microcode: 0xc8 Security Details - itlb_multihit: KVM: Mitigation of VMX disabled + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + srbds: Not affected + tsx_async_abort: Not affected
10900K X couchdb: 100 - 1000 - 24 ncnn: CPU - squeezenet ncnn: CPU - mobilenet ncnn: CPU-v2-v2 - mobilenet-v2 ncnn: CPU-v3-v3 - mobilenet-v3 ncnn: CPU - shufflenet-v2 ncnn: CPU - mnasnet ncnn: CPU - efficientnet-b0 ncnn: CPU - blazeface ncnn: CPU - googlenet ncnn: CPU - vgg16 ncnn: CPU - resnet18 ncnn: CPU - alexnet ncnn: CPU - resnet50 ncnn: CPU - yolov4-tiny ncnn: Vulkan GPU - squeezenet ncnn: Vulkan GPU - mobilenet ncnn: Vulkan GPU-v2-v2 - mobilenet-v2 ncnn: Vulkan GPU-v3-v3 - mobilenet-v3 ncnn: Vulkan GPU - shufflenet-v2 ncnn: Vulkan GPU - mnasnet ncnn: Vulkan GPU - efficientnet-b0 ncnn: Vulkan GPU - blazeface ncnn: Vulkan GPU - googlenet ncnn: Vulkan GPU - vgg16 ncnn: Vulkan GPU - resnet18 ncnn: Vulkan GPU - alexnet ncnn: Vulkan GPU - resnet50 ncnn: Vulkan GPU - yolov4-tiny pgbench: 1 - 1 - Read Only pgbench: 1 - 1 - Read Only - Average Latency pgbench: 1 - 1 - Read Write pgbench: 1 - 1 - Read Write - Average Latency pgbench: 1 - 50 - Read Only pgbench: 1 - 50 - Read Only - Average Latency pgbench: 1 - 100 - Read Only pgbench: 1 - 100 - Read Only - Average Latency pgbench: 1 - 250 - Read Only pgbench: 1 - 250 - Read Only - Average Latency pgbench: 1 - 50 - Read Write pgbench: 1 - 50 - Read Write - Average Latency pgbench: 100 - 1 - Read Only pgbench: 100 - 1 - Read Only - Average Latency pgbench: 1 - 100 - Read Write pgbench: 1 - 100 - Read Write - Average Latency pgbench: 1 - 250 - Read Write pgbench: 1 - 250 - Read Write - Average Latency pgbench: 100 - 1 - Read Write pgbench: 100 - 1 - Read Write - Average Latency pgbench: 100 - 50 - Read Only pgbench: 100 - 50 - Read Only - Average Latency pgbench: 1000 - 1 - Read Only pgbench: 1000 - 1 - Read Only - Average Latency pgbench: 100 - 100 - Read Only pgbench: 100 - 100 - Read Only - Average Latency pgbench: 100 - 250 - Read Only pgbench: 100 - 250 - Read Only - Average Latency pgbench: 100 - 50 - Read Write pgbench: 100 - 50 - Read Write - Average Latency pgbench: 1000 - 1 - Read Write pgbench: 1000 - 1 - Read Write - Average Latency pgbench: 1000 - 50 - Read Only pgbench: 1000 - 50 - Read Only - Average Latency pgbench: 100 - 100 - Read Write pgbench: 100 - 100 - Read Write - Average Latency pgbench: 100 - 250 - Read Write pgbench: 100 - 250 - Read Write - Average Latency pgbench: 1000 - 100 - Read Only pgbench: 1000 - 100 - Read Only - Average Latency pgbench: 1000 - 250 - Read Only pgbench: 1000 - 250 - Read Only - Average Latency pgbench: 1000 - 50 - Read Write pgbench: 1000 - 50 - Read Write - Average Latency pgbench: 1000 - 100 - Read Write pgbench: 1000 - 100 - Read Write - Average Latency pgbench: 1000 - 250 - Read Write pgbench: 1000 - 250 - Read Write - Average Latency realsr-ncnn: 4x - No realsr-ncnn: 4x - Yes tnn: CPU - MobileNet v2 tnn: CPU - SqueezeNet v1.1 Gigabyte AMD Radeon RX 5500 2 3 4 62.992 15.10 17.22 5.22 4.04 2.99 3.89 6.07 1.31 14.26 78.60 15.68 16.44 27.29 26.85 3.63 7.10 2.14 3.05 1.76 2.26 6.54 0.68 4.37 18.93 2.01 5.40 5.57 12.27 31309 0.032 810 1.234 384451 0.130 364973 0.274 345100 0.725 860 58.170 27997 0.036 882 113.513 847 295.309 564 1.849 308158 0.163 14929 0.067 309838 0.323 258864 0.966 7125 7.110 148 6.741 266233 0.188 8855 11.303 9207 27.331 267192 0.375 205285 1.219 2629 19.021 4454 22.468 5029 49.985 15.374 106.344 276.516 261.696 65.977 15.18 17.29 5.29 4.09 3.05 3.91 6.15 1.31 14.35 78.86 15.70 17.24 27.94 27.00 3.6 7.30 2.14 3.01 1.76 2.25 6.53 0.68 4.40 18.95 2.02 5.39 5.56 12.28 31408 0.032 780 1.284 381820 0.131 364572 0.275 345126 0.725 801 62.820 27215 0.037 832 120.444 808 309.816 319 3.580 312205 0.160 15.433 106.392 271.405 253.953 65.282 15.15 17.26 5.23 4.12 3.02 3.94 6.15 1.34 14.59 78.22 15.73 16.60 27.27 26.89 3.62 7.35 2.14 3.02 1.76 2.25 6.54 0.68 4.37 18.95 2.02 5.40 5.57 12.28 15.444 106.383 278.845 259.461 64.034 15.15 17.32 5.29 4.13 3.04 3.96 6.21 1.32 14.35 78.29 15.71 16.32 27.32 26.86 3.62 7.89 2.15 3.02 1.76 2.26 6.55 0.68 4.41 18.99 2.02 5.40 5.57 12.27 15.411 106.351 279.344 256.642 OpenBenchmarking.org
Apache CouchDB Bulk Size: 100 - Inserts: 1000 - Rounds: 24 OpenBenchmarking.org Seconds, Fewer Is Better Apache CouchDB 3.1.1 Bulk Size: 100 - Inserts: 1000 - Rounds: 24 2 3 4 Gigabyte AMD Radeon RX 5500 15 30 45 60 75 SE +/- 0.75, N = 3 SE +/- 0.83, N = 3 SE +/- 0.16, N = 3 SE +/- 0.57, N = 3 65.98 65.28 64.03 62.99
NCNN Target: CPU - Model: squeezenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU - Model: squeezenet 2 4 3 Gigabyte AMD Radeon RX 5500 4 8 12 16 20 SE +/- 0.08, N = 3 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 15.18 15.15 15.15 15.10 MIN: 14.92 / MAX: 21.84 MIN: 14.91 / MAX: 16.08 MIN: 14.95 / MAX: 15.98 MIN: 14.91 / MAX: 17.05
NCNN Target: CPU - Model: mobilenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU - Model: mobilenet 4 2 3 Gigabyte AMD Radeon RX 5500 4 8 12 16 20 SE +/- 0.03, N = 3 SE +/- 0.06, N = 3 SE +/- 0.02, N = 3 SE +/- 0.05, N = 3 17.32 17.29 17.26 17.22 MIN: 17.2 / MAX: 19.12 MIN: 16.94 / MAX: 36.27 MIN: 17.1 / MAX: 18.13 MIN: 16.85 / MAX: 18.58
NCNN Target: CPU-v2-v2 - Model: mobilenet-v2 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU-v2-v2 - Model: mobilenet-v2 4 2 3 Gigabyte AMD Radeon RX 5500 1.1903 2.3806 3.5709 4.7612 5.9515 SE +/- 0.03, N = 3 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.04, N = 3 5.29 5.29 5.23 5.22 MIN: 5.05 / MAX: 10.97 MIN: 5.2 / MAX: 16.09 MIN: 5.04 / MAX: 6.83 MIN: 5.01 / MAX: 6.64
NCNN Target: CPU-v3-v3 - Model: mobilenet-v3 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU-v3-v3 - Model: mobilenet-v3 4 3 2 Gigabyte AMD Radeon RX 5500 0.9293 1.8586 2.7879 3.7172 4.6465 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 4.13 4.12 4.09 4.04 MIN: 4.04 / MAX: 5.85 MIN: 4.02 / MAX: 6.1 MIN: 4.01 / MAX: 5.79 MIN: 3.94 / MAX: 5.62
NCNN Target: CPU - Model: shufflenet-v2 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU - Model: shufflenet-v2 2 4 3 Gigabyte AMD Radeon RX 5500 0.6863 1.3726 2.0589 2.7452 3.4315 SE +/- 0.03, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 3.05 3.04 3.02 2.99 MIN: 2.98 / MAX: 5.11 MIN: 2.96 / MAX: 12.45 MIN: 2.98 / MAX: 4.61 MIN: 2.81 / MAX: 4.56
NCNN Target: CPU - Model: mnasnet OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU - Model: mnasnet 4 3 2 Gigabyte AMD Radeon RX 5500 0.891 1.782 2.673 3.564 4.455 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.02, N = 3 SE +/- 0.03, N = 3 3.96 3.94 3.91 3.89 MIN: 3.91 / MAX: 6.12 MIN: 3.9 / MAX: 5.45 MIN: 3.86 / MAX: 5.53 MIN: 3.73 / MAX: 5.4
NCNN Target: CPU - Model: efficientnet-b0 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU - Model: efficientnet-b0 4 3 2 Gigabyte AMD Radeon RX 5500 2 4 6 8 10 SE +/- 0.03, N = 3 SE +/- 0.05, N = 3 SE +/- 0.03, N = 3 SE +/- 0.05, N = 3 6.21 6.15 6.15 6.07 MIN: 6.02 / MAX: 7.82 MIN: 5.93 / MAX: 7.8 MIN: 6.01 / MAX: 7.93 MIN: 5.9 / MAX: 7.79
NCNN Target: CPU - Model: blazeface OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU - Model: blazeface 3 4 2 Gigabyte AMD Radeon RX 5500 0.3015 0.603 0.9045 1.206 1.5075 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.02, N = 3 1.34 1.32 1.31 1.31 MIN: 1.3 / MAX: 10.52 MIN: 1.29 / MAX: 2.11 MIN: 1.29 / MAX: 2.13 MIN: 1.24 / MAX: 1.37
NCNN Target: CPU - Model: googlenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU - Model: googlenet 3 4 2 Gigabyte AMD Radeon RX 5500 4 8 12 16 20 SE +/- 0.24, N = 3 SE +/- 0.03, N = 3 SE +/- 0.05, N = 3 SE +/- 0.00, N = 3 14.59 14.35 14.35 14.26 MIN: 14.07 / MAX: 16.55 MIN: 14.06 / MAX: 25.56 MIN: 13.99 / MAX: 16.43 MIN: 14 / MAX: 16.02
NCNN Target: CPU - Model: vgg16 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU - Model: vgg16 2 Gigabyte AMD Radeon RX 5500 4 3 20 40 60 80 100 SE +/- 0.07, N = 3 SE +/- 0.04, N = 3 SE +/- 0.05, N = 3 SE +/- 0.04, N = 3 78.86 78.60 78.29 78.22 MIN: 78.63 / MAX: 82.59 MIN: 78.36 / MAX: 89.55 MIN: 78.12 / MAX: 80.49 MIN: 78.01 / MAX: 79.94
NCNN Target: CPU - Model: resnet18 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU - Model: resnet18 3 4 2 Gigabyte AMD Radeon RX 5500 4 8 12 16 20 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 15.73 15.71 15.70 15.68 MIN: 15.54 / MAX: 15.84 MIN: 15.52 / MAX: 17.23 MIN: 15.54 / MAX: 17.16 MIN: 15.51 / MAX: 16.34
NCNN Target: CPU - Model: alexnet OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU - Model: alexnet 2 3 Gigabyte AMD Radeon RX 5500 4 4 8 12 16 20 SE +/- 0.83, N = 3 SE +/- 0.02, N = 3 SE +/- 0.00, N = 3 SE +/- 0.03, N = 3 17.24 16.60 16.44 16.32 MIN: 16.32 / MAX: 356.99 MIN: 16.5 / MAX: 25.71 MIN: 16.34 / MAX: 17.16 MIN: 16.19 / MAX: 25.02
NCNN Target: CPU - Model: resnet50 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU - Model: resnet50 2 4 Gigabyte AMD Radeon RX 5500 3 7 14 21 28 35 SE +/- 0.29, N = 3 SE +/- 0.04, N = 3 SE +/- 0.02, N = 3 SE +/- 0.06, N = 3 27.94 27.32 27.29 27.27 MIN: 26.9 / MAX: 35.31 MIN: 26.88 / MAX: 28.72 MIN: 27.05 / MAX: 37.54 MIN: 26.93 / MAX: 28.63
NCNN Target: CPU - Model: yolov4-tiny OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU - Model: yolov4-tiny 2 3 4 Gigabyte AMD Radeon RX 5500 6 12 18 24 30 SE +/- 0.14, N = 3 SE +/- 0.05, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 27.00 26.89 26.86 26.85 MIN: 26.63 / MAX: 37.71 MIN: 26.6 / MAX: 28.64 MIN: 26.6 / MAX: 29.69 MIN: 26.58 / MAX: 37.49
NCNN Target: Vulkan GPU - Model: squeezenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: squeezenet Gigabyte AMD Radeon RX 5500 4 3 2 0.8168 1.6336 2.4504 3.2672 4.084 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 3.63 3.62 3.62 3.60 MIN: 3.6 / MAX: 3.86 MIN: 3.59 / MAX: 3.8 MIN: 3.6 / MAX: 3.77 MIN: 3.58 / MAX: 3.8
NCNN Target: Vulkan GPU - Model: mobilenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: mobilenet 4 3 2 Gigabyte AMD Radeon RX 5500 2 4 6 8 10 SE +/- 0.75, N = 3 SE +/- 0.02, N = 3 SE +/- 0.29, N = 3 SE +/- 0.21, N = 3 7.89 7.35 7.30 7.10 MIN: 5.96 / MAX: 9.94 MIN: 5.88 / MAX: 9.36 MIN: 5.83 / MAX: 12.6 MIN: 5.97 / MAX: 9.21
NCNN Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2 4 3 2 Gigabyte AMD Radeon RX 5500 0.4838 0.9676 1.4514 1.9352 2.419 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 2.15 2.14 2.14 2.14 MIN: 2.12 / MAX: 3.14 MIN: 2.11 / MAX: 3.14 MIN: 2.11 / MAX: 3.16 MIN: 2.11 / MAX: 3.01
NCNN Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3 Gigabyte AMD Radeon RX 5500 4 3 2 0.6863 1.3726 2.0589 2.7452 3.4315 SE +/- 0.04, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 3.05 3.02 3.02 3.01 MIN: 2.97 / MAX: 15.71 MIN: 2.98 / MAX: 4.1 MIN: 2.97 / MAX: 4.04 MIN: 2.97 / MAX: 4.25
NCNN Target: Vulkan GPU - Model: shufflenet-v2 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: shufflenet-v2 4 3 2 Gigabyte AMD Radeon RX 5500 0.396 0.792 1.188 1.584 1.98 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 1.76 1.76 1.76 1.76 MIN: 1.75 / MAX: 1.95 MIN: 1.74 / MAX: 1.91 MIN: 1.74 / MAX: 2.63 MIN: 1.74 / MAX: 1.94
NCNN Target: Vulkan GPU - Model: mnasnet OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: mnasnet 4 Gigabyte AMD Radeon RX 5500 3 2 0.5085 1.017 1.5255 2.034 2.5425 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 2.26 2.26 2.25 2.25 MIN: 2.22 / MAX: 2.42 MIN: 2.21 / MAX: 2.84 MIN: 2.21 / MAX: 3.25 MIN: 2.21 / MAX: 3.65
NCNN Target: Vulkan GPU - Model: efficientnet-b0 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: efficientnet-b0 4 3 Gigabyte AMD Radeon RX 5500 2 2 4 6 8 10 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 6.55 6.54 6.54 6.53 MIN: 6.48 / MAX: 8.21 MIN: 6.47 / MAX: 8.12 MIN: 6.46 / MAX: 7.55 MIN: 6.47 / MAX: 6.88
NCNN Target: Vulkan GPU - Model: blazeface OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: blazeface 4 3 2 Gigabyte AMD Radeon RX 5500 0.153 0.306 0.459 0.612 0.765 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 0.68 0.68 0.68 0.68 MIN: 0.67 / MAX: 0.82 MIN: 0.67 / MAX: 0.83 MIN: 0.67 / MAX: 1.45 MIN: 0.66 / MAX: 1.44
NCNN Target: Vulkan GPU - Model: googlenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: googlenet 4 2 3 Gigabyte AMD Radeon RX 5500 0.9923 1.9846 2.9769 3.9692 4.9615 SE +/- 0.04, N = 3 SE +/- 0.04, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 4.41 4.40 4.37 4.37 MIN: 4.35 / MAX: 15.63 MIN: 4.34 / MAX: 16.92 MIN: 4.34 / MAX: 5.57 MIN: 4.34 / MAX: 5.92
NCNN Target: Vulkan GPU - Model: vgg16 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: vgg16 4 3 2 Gigabyte AMD Radeon RX 5500 5 10 15 20 25 SE +/- 0.05, N = 3 SE +/- 0.03, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 18.99 18.95 18.95 18.93 MIN: 18.34 / MAX: 32.44 MIN: 18.32 / MAX: 25.61 MIN: 18.37 / MAX: 19.91 MIN: 18.29 / MAX: 19.87
NCNN Target: Vulkan GPU - Model: resnet18 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: resnet18 4 3 2 Gigabyte AMD Radeon RX 5500 0.4545 0.909 1.3635 1.818 2.2725 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 2.02 2.02 2.02 2.01 MIN: 1.97 / MAX: 2.24 MIN: 1.98 / MAX: 2.23 MIN: 1.97 / MAX: 3.01 MIN: 1.97 / MAX: 2.42
NCNN Target: Vulkan GPU - Model: alexnet OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: alexnet 4 3 Gigabyte AMD Radeon RX 5500 2 1.215 2.43 3.645 4.86 6.075 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 5.40 5.40 5.40 5.39 MIN: 5.16 / MAX: 5.75 MIN: 5.12 / MAX: 5.77 MIN: 5.11 / MAX: 6.98 MIN: 5.13 / MAX: 5.76
NCNN Target: Vulkan GPU - Model: resnet50 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: resnet50 4 3 Gigabyte AMD Radeon RX 5500 2 1.2533 2.5066 3.7599 5.0132 6.2665 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 5.57 5.57 5.57 5.56 MIN: 5.51 / MAX: 8.46 MIN: 5.51 / MAX: 5.75 MIN: 5.51 / MAX: 7.36 MIN: 5.5 / MAX: 5.76
NCNN Target: Vulkan GPU - Model: yolov4-tiny OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: yolov4-tiny 3 2 4 Gigabyte AMD Radeon RX 5500 3 6 9 12 15 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 12.28 12.28 12.27 12.27 MIN: 12.18 / MAX: 13 MIN: 12.17 / MAX: 19.68 MIN: 12.17 / MAX: 12.95 MIN: 12.16 / MAX: 12.53
PostgreSQL pgbench Scaling Factor: 1 - Clients: 1 - Mode: Read Only OpenBenchmarking.org TPS, More Is Better PostgreSQL pgbench 13.0 Scaling Factor: 1 - Clients: 1 - Mode: Read Only Gigabyte AMD Radeon RX 5500 2 7K 14K 21K 28K 35K SE +/- 413.25, N = 3 SE +/- 306.84, N = 3 31309 31408
PostgreSQL pgbench Scaling Factor: 1 - Clients: 1 - Mode: Read Only - Average Latency OpenBenchmarking.org ms, Fewer Is Better PostgreSQL pgbench 13.0 Scaling Factor: 1 - Clients: 1 - Mode: Read Only - Average Latency 2 Gigabyte AMD Radeon RX 5500 0.0072 0.0144 0.0216 0.0288 0.036 SE +/- 0.000, N = 3 SE +/- 0.001, N = 3 0.032 0.032
PostgreSQL pgbench Scaling Factor: 1 - Clients: 1 - Mode: Read Write OpenBenchmarking.org TPS, More Is Better PostgreSQL pgbench 13.0 Scaling Factor: 1 - Clients: 1 - Mode: Read Write 2 Gigabyte AMD Radeon RX 5500 200 400 600 800 1000 SE +/- 9.69, N = 5 SE +/- 3.58, N = 3 780 810
PostgreSQL pgbench Scaling Factor: 1 - Clients: 1 - Mode: Read Write - Average Latency OpenBenchmarking.org ms, Fewer Is Better PostgreSQL pgbench 13.0 Scaling Factor: 1 - Clients: 1 - Mode: Read Write - Average Latency 2 Gigabyte AMD Radeon RX 5500 0.2889 0.5778 0.8667 1.1556 1.4445 SE +/- 0.016, N = 5 SE +/- 0.006, N = 3 1.284 1.234
PostgreSQL pgbench Scaling Factor: 1 - Clients: 50 - Mode: Read Only OpenBenchmarking.org TPS, More Is Better PostgreSQL pgbench 13.0 Scaling Factor: 1 - Clients: 50 - Mode: Read Only 2 Gigabyte AMD Radeon RX 5500 80K 160K 240K 320K 400K SE +/- 1390.76, N = 3 SE +/- 1053.27, N = 3 381820 384451
PostgreSQL pgbench Scaling Factor: 1 - Clients: 50 - Mode: Read Only - Average Latency OpenBenchmarking.org ms, Fewer Is Better PostgreSQL pgbench 13.0 Scaling Factor: 1 - Clients: 50 - Mode: Read Only - Average Latency 2 Gigabyte AMD Radeon RX 5500 0.0295 0.059 0.0885 0.118 0.1475 SE +/- 0.001, N = 3 SE +/- 0.001, N = 3 0.131 0.130
PostgreSQL pgbench Scaling Factor: 1 - Clients: 100 - Mode: Read Only OpenBenchmarking.org TPS, More Is Better PostgreSQL pgbench 13.0 Scaling Factor: 1 - Clients: 100 - Mode: Read Only 2 Gigabyte AMD Radeon RX 5500 80K 160K 240K 320K 400K SE +/- 834.94, N = 3 SE +/- 2611.57, N = 3 364572 364973
PostgreSQL pgbench Scaling Factor: 1 - Clients: 100 - Mode: Read Only - Average Latency OpenBenchmarking.org ms, Fewer Is Better PostgreSQL pgbench 13.0 Scaling Factor: 1 - Clients: 100 - Mode: Read Only - Average Latency 2 Gigabyte AMD Radeon RX 5500 0.0619 0.1238 0.1857 0.2476 0.3095 SE +/- 0.001, N = 3 SE +/- 0.002, N = 3 0.275 0.274
PostgreSQL pgbench Scaling Factor: 1 - Clients: 250 - Mode: Read Only OpenBenchmarking.org TPS, More Is Better PostgreSQL pgbench 13.0 Scaling Factor: 1 - Clients: 250 - Mode: Read Only Gigabyte AMD Radeon RX 5500 2 70K 140K 210K 280K 350K SE +/- 2450.51, N = 3 SE +/- 3722.01, N = 3 345100 345126
PostgreSQL pgbench Scaling Factor: 1 - Clients: 250 - Mode: Read Only - Average Latency OpenBenchmarking.org ms, Fewer Is Better PostgreSQL pgbench 13.0 Scaling Factor: 1 - Clients: 250 - Mode: Read Only - Average Latency 2 Gigabyte AMD Radeon RX 5500 0.1631 0.3262 0.4893 0.6524 0.8155 SE +/- 0.008, N = 3 SE +/- 0.005, N = 3 0.725 0.725
PostgreSQL pgbench Scaling Factor: 1 - Clients: 50 - Mode: Read Write OpenBenchmarking.org TPS, More Is Better PostgreSQL pgbench 13.0 Scaling Factor: 1 - Clients: 50 - Mode: Read Write 2 Gigabyte AMD Radeon RX 5500 200 400 600 800 1000 SE +/- 15.15, N = 15 SE +/- 12.20, N = 4 801 860
PostgreSQL pgbench Scaling Factor: 1 - Clients: 50 - Mode: Read Write - Average Latency OpenBenchmarking.org ms, Fewer Is Better PostgreSQL pgbench 13.0 Scaling Factor: 1 - Clients: 50 - Mode: Read Write - Average Latency 2 Gigabyte AMD Radeon RX 5500 14 28 42 56 70 SE +/- 1.42, N = 15 SE +/- 0.84, N = 4 62.82 58.17
PostgreSQL pgbench Scaling Factor: 100 - Clients: 1 - Mode: Read Only OpenBenchmarking.org TPS, More Is Better PostgreSQL pgbench 13.0 Scaling Factor: 100 - Clients: 1 - Mode: Read Only 2 Gigabyte AMD Radeon RX 5500 6K 12K 18K 24K 30K SE +/- 275.48, N = 3 SE +/- 187.80, N = 3 27215 27997
PostgreSQL pgbench Scaling Factor: 100 - Clients: 1 - Mode: Read Only - Average Latency OpenBenchmarking.org ms, Fewer Is Better PostgreSQL pgbench 13.0 Scaling Factor: 100 - Clients: 1 - Mode: Read Only - Average Latency 2 Gigabyte AMD Radeon RX 5500 0.0083 0.0166 0.0249 0.0332 0.0415 SE +/- 0.000, N = 3 SE +/- 0.000, N = 3 0.037 0.036
PostgreSQL pgbench Scaling Factor: 1 - Clients: 100 - Mode: Read Write OpenBenchmarking.org TPS, More Is Better PostgreSQL pgbench 13.0 Scaling Factor: 1 - Clients: 100 - Mode: Read Write 2 Gigabyte AMD Radeon RX 5500 200 400 600 800 1000 SE +/- 7.49, N = 15 SE +/- 1.35, N = 3 832 882
PostgreSQL pgbench Scaling Factor: 1 - Clients: 100 - Mode: Read Write - Average Latency OpenBenchmarking.org ms, Fewer Is Better PostgreSQL pgbench 13.0 Scaling Factor: 1 - Clients: 100 - Mode: Read Write - Average Latency 2 Gigabyte AMD Radeon RX 5500 30 60 90 120 150 SE +/- 1.16, N = 15 SE +/- 0.18, N = 3 120.44 113.51
PostgreSQL pgbench Scaling Factor: 1 - Clients: 250 - Mode: Read Write OpenBenchmarking.org TPS, More Is Better PostgreSQL pgbench 13.0 Scaling Factor: 1 - Clients: 250 - Mode: Read Write 2 Gigabyte AMD Radeon RX 5500 200 400 600 800 1000 SE +/- 6.38, N = 14 SE +/- 1.75, N = 3 808 847
PostgreSQL pgbench Scaling Factor: 1 - Clients: 250 - Mode: Read Write - Average Latency OpenBenchmarking.org ms, Fewer Is Better PostgreSQL pgbench 13.0 Scaling Factor: 1 - Clients: 250 - Mode: Read Write - Average Latency 2 Gigabyte AMD Radeon RX 5500 70 140 210 280 350 SE +/- 2.58, N = 14 SE +/- 0.62, N = 3 309.82 295.31
PostgreSQL pgbench Scaling Factor: 100 - Clients: 1 - Mode: Read Write OpenBenchmarking.org TPS, More Is Better PostgreSQL pgbench 13.0 Scaling Factor: 100 - Clients: 1 - Mode: Read Write 2 Gigabyte AMD Radeon RX 5500 120 240 360 480 600 SE +/- 31.83, N = 12 SE +/- 28.06, N = 14 319 564
PostgreSQL pgbench Scaling Factor: 100 - Clients: 1 - Mode: Read Write - Average Latency OpenBenchmarking.org ms, Fewer Is Better PostgreSQL pgbench 13.0 Scaling Factor: 100 - Clients: 1 - Mode: Read Write - Average Latency 2 Gigabyte AMD Radeon RX 5500 0.8055 1.611 2.4165 3.222 4.0275 SE +/- 0.431, N = 12 SE +/- 0.118, N = 14 3.580 1.849
PostgreSQL pgbench Scaling Factor: 100 - Clients: 50 - Mode: Read Only OpenBenchmarking.org TPS, More Is Better PostgreSQL pgbench 13.0 Scaling Factor: 100 - Clients: 50 - Mode: Read Only Gigabyte AMD Radeon RX 5500 2 70K 140K 210K 280K 350K SE +/- 4397.71, N = 4 SE +/- 1148.21, N = 3 308158 312205
PostgreSQL pgbench Scaling Factor: 100 - Clients: 50 - Mode: Read Only - Average Latency OpenBenchmarking.org ms, Fewer Is Better PostgreSQL pgbench 13.0 Scaling Factor: 100 - Clients: 50 - Mode: Read Only - Average Latency Gigabyte AMD Radeon RX 5500 2 0.0367 0.0734 0.1101 0.1468 0.1835 SE +/- 0.002, N = 4 SE +/- 0.001, N = 3 0.163 0.160
PostgreSQL pgbench Scaling Factor: 1000 - Clients: 1 - Mode: Read Only OpenBenchmarking.org TPS, More Is Better PostgreSQL pgbench 13.0 Scaling Factor: 1000 - Clients: 1 - Mode: Read Only Gigabyte AMD Radeon RX 5500 3K 6K 9K 12K 15K SE +/- 250.69, N = 9 14929
PostgreSQL pgbench Scaling Factor: 1000 - Clients: 1 - Mode: Read Only - Average Latency OpenBenchmarking.org ms, Fewer Is Better PostgreSQL pgbench 13.0 Scaling Factor: 1000 - Clients: 1 - Mode: Read Only - Average Latency Gigabyte AMD Radeon RX 5500 0.0151 0.0302 0.0453 0.0604 0.0755 SE +/- 0.001, N = 9 0.067
PostgreSQL pgbench Scaling Factor: 100 - Clients: 100 - Mode: Read Only OpenBenchmarking.org TPS, More Is Better PostgreSQL pgbench 13.0 Scaling Factor: 100 - Clients: 100 - Mode: Read Only Gigabyte AMD Radeon RX 5500 70K 140K 210K 280K 350K SE +/- 349.54, N = 3 309838
PostgreSQL pgbench Scaling Factor: 100 - Clients: 100 - Mode: Read Only - Average Latency OpenBenchmarking.org ms, Fewer Is Better PostgreSQL pgbench 13.0 Scaling Factor: 100 - Clients: 100 - Mode: Read Only - Average Latency Gigabyte AMD Radeon RX 5500 0.0727 0.1454 0.2181 0.2908 0.3635 SE +/- 0.000, N = 3 0.323
PostgreSQL pgbench Scaling Factor: 100 - Clients: 250 - Mode: Read Only OpenBenchmarking.org TPS, More Is Better PostgreSQL pgbench 13.0 Scaling Factor: 100 - Clients: 250 - Mode: Read Only Gigabyte AMD Radeon RX 5500 60K 120K 180K 240K 300K SE +/- 747.81, N = 3 258864
PostgreSQL pgbench Scaling Factor: 100 - Clients: 250 - Mode: Read Only - Average Latency OpenBenchmarking.org ms, Fewer Is Better PostgreSQL pgbench 13.0 Scaling Factor: 100 - Clients: 250 - Mode: Read Only - Average Latency Gigabyte AMD Radeon RX 5500 0.2174 0.4348 0.6522 0.8696 1.087 SE +/- 0.003, N = 3 0.966
PostgreSQL pgbench Scaling Factor: 100 - Clients: 50 - Mode: Read Write OpenBenchmarking.org TPS, More Is Better PostgreSQL pgbench 13.0 Scaling Factor: 100 - Clients: 50 - Mode: Read Write Gigabyte AMD Radeon RX 5500 1500 3000 4500 6000 7500 SE +/- 193.95, N = 15 7125
PostgreSQL pgbench Scaling Factor: 100 - Clients: 50 - Mode: Read Write - Average Latency OpenBenchmarking.org ms, Fewer Is Better PostgreSQL pgbench 13.0 Scaling Factor: 100 - Clients: 50 - Mode: Read Write - Average Latency Gigabyte AMD Radeon RX 5500 2 4 6 8 10 SE +/- 0.241, N = 15 7.110
PostgreSQL pgbench Scaling Factor: 1000 - Clients: 1 - Mode: Read Write OpenBenchmarking.org TPS, More Is Better PostgreSQL pgbench 13.0 Scaling Factor: 1000 - Clients: 1 - Mode: Read Write Gigabyte AMD Radeon RX 5500 30 60 90 120 150 SE +/- 2.04, N = 3 148
PostgreSQL pgbench Scaling Factor: 1000 - Clients: 1 - Mode: Read Write - Average Latency OpenBenchmarking.org ms, Fewer Is Better PostgreSQL pgbench 13.0 Scaling Factor: 1000 - Clients: 1 - Mode: Read Write - Average Latency Gigabyte AMD Radeon RX 5500 2 4 6 8 10 SE +/- 0.094, N = 3 6.741
PostgreSQL pgbench Scaling Factor: 1000 - Clients: 50 - Mode: Read Only OpenBenchmarking.org TPS, More Is Better PostgreSQL pgbench 13.0 Scaling Factor: 1000 - Clients: 50 - Mode: Read Only Gigabyte AMD Radeon RX 5500 60K 120K 180K 240K 300K SE +/- 4842.49, N = 9 266233
PostgreSQL pgbench Scaling Factor: 1000 - Clients: 50 - Mode: Read Only - Average Latency OpenBenchmarking.org ms, Fewer Is Better PostgreSQL pgbench 13.0 Scaling Factor: 1000 - Clients: 50 - Mode: Read Only - Average Latency Gigabyte AMD Radeon RX 5500 0.0423 0.0846 0.1269 0.1692 0.2115 SE +/- 0.004, N = 9 0.188
PostgreSQL pgbench Scaling Factor: 100 - Clients: 100 - Mode: Read Write OpenBenchmarking.org TPS, More Is Better PostgreSQL pgbench 13.0 Scaling Factor: 100 - Clients: 100 - Mode: Read Write Gigabyte AMD Radeon RX 5500 2K 4K 6K 8K 10K SE +/- 95.61, N = 3 8855
PostgreSQL pgbench Scaling Factor: 100 - Clients: 100 - Mode: Read Write - Average Latency OpenBenchmarking.org ms, Fewer Is Better PostgreSQL pgbench 13.0 Scaling Factor: 100 - Clients: 100 - Mode: Read Write - Average Latency Gigabyte AMD Radeon RX 5500 3 6 9 12 15 SE +/- 0.12, N = 3 11.30
PostgreSQL pgbench Scaling Factor: 100 - Clients: 250 - Mode: Read Write OpenBenchmarking.org TPS, More Is Better PostgreSQL pgbench 13.0 Scaling Factor: 100 - Clients: 250 - Mode: Read Write Gigabyte AMD Radeon RX 5500 2K 4K 6K 8K 10K SE +/- 190.64, N = 15 9207
PostgreSQL pgbench Scaling Factor: 100 - Clients: 250 - Mode: Read Write - Average Latency OpenBenchmarking.org ms, Fewer Is Better PostgreSQL pgbench 13.0 Scaling Factor: 100 - Clients: 250 - Mode: Read Write - Average Latency Gigabyte AMD Radeon RX 5500 6 12 18 24 30 SE +/- 0.56, N = 15 27.33
PostgreSQL pgbench Scaling Factor: 1000 - Clients: 100 - Mode: Read Only OpenBenchmarking.org TPS, More Is Better PostgreSQL pgbench 13.0 Scaling Factor: 1000 - Clients: 100 - Mode: Read Only Gigabyte AMD Radeon RX 5500 60K 120K 180K 240K 300K SE +/- 369.47, N = 3 267192
PostgreSQL pgbench Scaling Factor: 1000 - Clients: 100 - Mode: Read Only - Average Latency OpenBenchmarking.org ms, Fewer Is Better PostgreSQL pgbench 13.0 Scaling Factor: 1000 - Clients: 100 - Mode: Read Only - Average Latency Gigabyte AMD Radeon RX 5500 0.0844 0.1688 0.2532 0.3376 0.422 SE +/- 0.001, N = 3 0.375
PostgreSQL pgbench Scaling Factor: 1000 - Clients: 250 - Mode: Read Only OpenBenchmarking.org TPS, More Is Better PostgreSQL pgbench 13.0 Scaling Factor: 1000 - Clients: 250 - Mode: Read Only Gigabyte AMD Radeon RX 5500 40K 80K 120K 160K 200K SE +/- 812.72, N = 3 205285
PostgreSQL pgbench Scaling Factor: 1000 - Clients: 250 - Mode: Read Only - Average Latency OpenBenchmarking.org ms, Fewer Is Better PostgreSQL pgbench 13.0 Scaling Factor: 1000 - Clients: 250 - Mode: Read Only - Average Latency Gigabyte AMD Radeon RX 5500 0.2743 0.5486 0.8229 1.0972 1.3715 SE +/- 0.005, N = 3 1.219
PostgreSQL pgbench Scaling Factor: 1000 - Clients: 50 - Mode: Read Write OpenBenchmarking.org TPS, More Is Better PostgreSQL pgbench 13.0 Scaling Factor: 1000 - Clients: 50 - Mode: Read Write Gigabyte AMD Radeon RX 5500 600 1200 1800 2400 3000 SE +/- 10.88, N = 3 2629
PostgreSQL pgbench Scaling Factor: 1000 - Clients: 50 - Mode: Read Write - Average Latency OpenBenchmarking.org ms, Fewer Is Better PostgreSQL pgbench 13.0 Scaling Factor: 1000 - Clients: 50 - Mode: Read Write - Average Latency Gigabyte AMD Radeon RX 5500 5 10 15 20 25 SE +/- 0.08, N = 3 19.02
PostgreSQL pgbench Scaling Factor: 1000 - Clients: 100 - Mode: Read Write OpenBenchmarking.org TPS, More Is Better PostgreSQL pgbench 13.0 Scaling Factor: 1000 - Clients: 100 - Mode: Read Write Gigabyte AMD Radeon RX 5500 1000 2000 3000 4000 5000 SE +/- 41.87, N = 3 4454
PostgreSQL pgbench Scaling Factor: 1000 - Clients: 100 - Mode: Read Write - Average Latency OpenBenchmarking.org ms, Fewer Is Better PostgreSQL pgbench 13.0 Scaling Factor: 1000 - Clients: 100 - Mode: Read Write - Average Latency Gigabyte AMD Radeon RX 5500 5 10 15 20 25 SE +/- 0.21, N = 3 22.47
PostgreSQL pgbench Scaling Factor: 1000 - Clients: 250 - Mode: Read Write OpenBenchmarking.org TPS, More Is Better PostgreSQL pgbench 13.0 Scaling Factor: 1000 - Clients: 250 - Mode: Read Write Gigabyte AMD Radeon RX 5500 1100 2200 3300 4400 5500 SE +/- 122.40, N = 9 5029
PostgreSQL pgbench Scaling Factor: 1000 - Clients: 250 - Mode: Read Write - Average Latency OpenBenchmarking.org ms, Fewer Is Better PostgreSQL pgbench 13.0 Scaling Factor: 1000 - Clients: 250 - Mode: Read Write - Average Latency Gigabyte AMD Radeon RX 5500 11 22 33 44 55 SE +/- 1.25, N = 9 49.99
RealSR-NCNN Scale: 4x - TAA: No OpenBenchmarking.org Seconds, Fewer Is Better RealSR-NCNN 20200818 Scale: 4x - TAA: No 3 2 4 Gigabyte AMD Radeon RX 5500 4 8 12 16 20 SE +/- 0.05, N = 3 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 15.44 15.43 15.41 15.37
RealSR-NCNN Scale: 4x - TAA: Yes OpenBenchmarking.org Seconds, Fewer Is Better RealSR-NCNN 20200818 Scale: 4x - TAA: Yes 2 3 4 Gigabyte AMD Radeon RX 5500 20 40 60 80 100 SE +/- 0.02, N = 3 SE +/- 0.03, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 106.39 106.38 106.35 106.34
TNN Target: CPU - Model: MobileNet v2 OpenBenchmarking.org ms, Fewer Is Better TNN 0.2.3 Target: CPU - Model: MobileNet v2 4 3 Gigabyte AMD Radeon RX 5500 2 60 120 180 240 300 SE +/- 1.16, N = 3 SE +/- 0.43, N = 3 SE +/- 0.18, N = 3 SE +/- 0.35, N = 3 279.34 278.85 276.52 271.41 MIN: 277.27 / MAX: 282.47 MIN: 277.64 / MAX: 280.41 MIN: 275.73 / MAX: 278.04 MIN: 269.89 / MAX: 274.06
TNN Target: CPU - Model: SqueezeNet v1.1 OpenBenchmarking.org ms, Fewer Is Better TNN 0.2.3 Target: CPU - Model: SqueezeNet v1.1 Gigabyte AMD Radeon RX 5500 3 4 2 60 120 180 240 300 SE +/- 0.09, N = 3 SE +/- 2.77, N = 3 SE +/- 2.77, N = 3 SE +/- 0.04, N = 3 261.70 259.46 256.64 253.95 MIN: 261.42 / MAX: 262.65 MIN: 253.43 / MAX: 263.17 MIN: 253.06 / MAX: 263.27 MIN: 253.08 / MAX: 255.16
Phoronix Test Suite v10.8.5