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.
Compare your own system(s) to this result file with the
Phoronix Test Suite by running the command:
phoronix-test-suite benchmark 2009264-SYST-10900KX23 10900K X - Phoronix Test Suite 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&grs&sro&export=txt .
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 pgbench: 1 - 100 - Read Write - Average Latency pgbench: 1 - 100 - Read Write pgbench: 1 - 250 - Read Write - Average Latency pgbench: 1 - 250 - Read Write couchdb: 100 - 1000 - 24 pgbench: 1 - 1 - Read Write - Average Latency pgbench: 1 - 1 - Read Write tnn: CPU - SqueezeNet v1.1 tnn: CPU - MobileNet v2 pgbench: 100 - 1 - Read Only pgbench: 100 - 1 - Read Only - Average Latency ncnn: CPU - resnet50 ncnn: CPU - googlenet ncnn: CPU - efficientnet-b0 ncnn: CPU - blazeface ncnn: CPU-v3-v3 - mobilenet-v3 ncnn: CPU - shufflenet-v2 pgbench: 100 - 50 - Read Only - Average Latency ncnn: CPU - mnasnet ncnn: CPU-v2-v2 - mobilenet-v2 ncnn: Vulkan GPU-v3-v3 - mobilenet-v3 pgbench: 100 - 50 - Read Only ncnn: Vulkan GPU - googlenet ncnn: Vulkan GPU - squeezenet ncnn: CPU - vgg16 pgbench: 1 - 50 - Read Only - Average Latency pgbench: 1 - 50 - Read Only ncnn: CPU - mobilenet ncnn: CPU - yolov4-tiny ncnn: CPU - squeezenet ncnn: Vulkan GPU - resnet18 ncnn: Vulkan GPU-v2-v2 - mobilenet-v2 realsr-ncnn: 4x - No ncnn: Vulkan GPU - mnasnet pgbench: 1 - 100 - Read Only - Average Latency ncnn: CPU - resnet18 ncnn: Vulkan GPU - vgg16 pgbench: 1 - 1 - Read Only ncnn: Vulkan GPU - efficientnet-b0 ncnn: Vulkan GPU - alexnet ncnn: Vulkan GPU - resnet50 pgbench: 1 - 100 - Read Only ncnn: Vulkan GPU - yolov4-tiny realsr-ncnn: 4x - Yes pgbench: 1 - 250 - Read Only ncnn: Vulkan GPU - blazeface ncnn: Vulkan GPU - shufflenet-v2 pgbench: 1000 - 100 - Read Write - Average Latency pgbench: 1000 - 100 - Read Write pgbench: 1000 - 50 - Read Write - Average Latency pgbench: 1000 - 50 - Read Write pgbench: 1000 - 250 - Read Only - Average Latency pgbench: 1000 - 250 - Read Only pgbench: 1000 - 100 - Read Only - Average Latency pgbench: 1000 - 100 - Read Only pgbench: 100 - 100 - Read Write - Average Latency pgbench: 100 - 100 - Read Write pgbench: 1000 - 50 - Read Only - Average Latency pgbench: 1000 - 50 - Read Only pgbench: 1000 - 1 - Read Write - Average Latency pgbench: 1000 - 1 - Read Write pgbench: 100 - 250 - Read Only - Average Latency pgbench: 100 - 250 - Read Only pgbench: 100 - 100 - Read Only - Average Latency pgbench: 100 - 100 - Read Only pgbench: 1000 - 1 - Read Only - Average Latency pgbench: 1000 - 1 - Read Only pgbench: 1 - 250 - Read Only - Average Latency pgbench: 1 - 1 - Read Only - Average Latency ncnn: Vulkan GPU - mobilenet ncnn: CPU - alexnet pgbench: 1000 - 250 - Read Write - Average Latency pgbench: 1000 - 250 - Read Write pgbench: 100 - 250 - Read Write - Average Latency pgbench: 100 - 250 - Read Write pgbench: 100 - 50 - Read Write - Average Latency pgbench: 100 - 50 - Read Write pgbench: 100 - 1 - Read Write - Average Latency pgbench: 100 - 1 - Read Write pgbench: 1 - 50 - Read Write - Average Latency pgbench: 1 - 50 - Read Write Gigabyte AMD Radeon RX 5500 2 3 4 113.513 882 295.309 847 62.992 1.234 810 261.696 276.516 27997 0.036 27.29 14.26 6.07 1.31 4.04 2.99 0.163 3.89 5.22 3.05 308158 4.37 3.63 78.60 0.130 384451 17.22 26.85 15.10 2.01 2.14 15.374 2.26 0.274 15.68 18.93 31309 6.54 5.40 5.57 364973 12.27 106.344 345100 0.68 1.76 22.468 4454 19.021 2629 1.219 205285 0.375 267192 11.303 8855 0.188 266233 6.741 148 0.966 258864 0.323 309838 0.067 14929 0.725 0.032 7.10 16.44 49.985 5029 27.331 9207 7.110 7125 1.849 564 58.170 860 120.444 832 309.816 808 65.977 1.284 780 253.953 271.405 27215 0.037 27.94 14.35 6.15 1.31 4.09 3.05 0.160 3.91 5.29 3.01 312205 4.40 3.6 78.86 0.131 381820 17.29 27.00 15.18 2.02 2.14 15.433 2.25 0.275 15.70 18.95 31408 6.53 5.39 5.56 364572 12.28 106.392 345126 0.68 1.76 0.725 0.032 7.30 17.24 3.580 319 62.820 801 65.282 259.461 278.845 27.27 14.59 6.15 1.34 4.12 3.02 3.94 5.23 3.02 4.37 3.62 78.22 17.26 26.89 15.15 2.02 2.14 15.444 2.25 15.73 18.95 6.54 5.40 5.57 12.28 106.383 0.68 1.76 7.35 16.60 64.034 256.642 279.344 27.32 14.35 6.21 1.32 4.13 3.04 3.96 5.29 3.02 4.41 3.62 78.29 17.32 26.86 15.15 2.02 2.15 15.411 2.26 15.71 18.99 6.55 5.40 5.57 12.27 106.351 0.68 1.76 7.89 16.32 OpenBenchmarking.org
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: 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: 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: 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
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
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: 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
TNN Target: CPU - Model: SqueezeNet v1.1 OpenBenchmarking.org ms, Fewer Is Better TNN 0.2.3 Target: CPU - Model: SqueezeNet v1.1 2 3 4 Gigabyte AMD Radeon RX 5500 60 120 180 240 300 SE +/- 0.04, N = 3 SE +/- 2.77, N = 3 SE +/- 2.77, N = 3 SE +/- 0.09, N = 3 253.95 259.46 256.64 261.70 MIN: 253.08 / MAX: 255.16 MIN: 253.43 / MAX: 263.17 MIN: 253.06 / MAX: 263.27 MIN: 261.42 / MAX: 262.65
TNN Target: CPU - Model: MobileNet v2 OpenBenchmarking.org ms, Fewer Is Better TNN 0.2.3 Target: CPU - Model: MobileNet v2 2 3 4 Gigabyte AMD Radeon RX 5500 60 120 180 240 300 SE +/- 0.35, N = 3 SE +/- 0.43, N = 3 SE +/- 1.16, N = 3 SE +/- 0.18, N = 3 271.41 278.85 279.34 276.52 MIN: 269.89 / MAX: 274.06 MIN: 277.64 / MAX: 280.41 MIN: 277.27 / MAX: 282.47 MIN: 275.73 / MAX: 278.04
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
NCNN Target: CPU - Model: resnet50 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU - Model: resnet50 2 3 4 Gigabyte AMD Radeon RX 5500 7 14 21 28 35 SE +/- 0.29, N = 3 SE +/- 0.06, N = 3 SE +/- 0.04, N = 3 SE +/- 0.02, N = 3 27.94 27.27 27.32 27.29 MIN: 26.9 / MAX: 35.31 MIN: 26.93 / MAX: 28.63 MIN: 26.88 / MAX: 28.72 MIN: 27.05 / MAX: 37.54
NCNN Target: CPU - Model: googlenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU - Model: googlenet 2 3 4 Gigabyte AMD Radeon RX 5500 4 8 12 16 20 SE +/- 0.05, N = 3 SE +/- 0.24, N = 3 SE +/- 0.03, N = 3 SE +/- 0.00, N = 3 14.35 14.59 14.35 14.26 MIN: 13.99 / MAX: 16.43 MIN: 14.07 / MAX: 16.55 MIN: 14.06 / MAX: 25.56 MIN: 14 / MAX: 16.02
NCNN Target: CPU - Model: efficientnet-b0 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU - Model: efficientnet-b0 2 3 4 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 6.15 6.15 6.21 6.07 MIN: 6.01 / MAX: 7.93 MIN: 5.93 / MAX: 7.8 MIN: 6.02 / MAX: 7.82 MIN: 5.9 / MAX: 7.79
NCNN Target: CPU - Model: blazeface OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU - Model: blazeface 2 3 4 Gigabyte AMD Radeon RX 5500 0.3015 0.603 0.9045 1.206 1.5075 SE +/- 0.00, N = 3 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 1.31 1.34 1.32 1.31 MIN: 1.29 / MAX: 2.13 MIN: 1.3 / MAX: 10.52 MIN: 1.29 / MAX: 2.11 MIN: 1.24 / MAX: 1.37
NCNN Target: CPU-v3-v3 - Model: mobilenet-v3 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU-v3-v3 - Model: mobilenet-v3 2 3 4 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 4.09 4.12 4.13 4.04 MIN: 4.01 / MAX: 5.79 MIN: 4.02 / MAX: 6.1 MIN: 4.04 / MAX: 5.85 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 3 4 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 3.02 3.04 2.99 MIN: 2.98 / MAX: 5.11 MIN: 2.98 / MAX: 4.61 MIN: 2.96 / MAX: 12.45 MIN: 2.81 / MAX: 4.56
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 2 Gigabyte AMD Radeon RX 5500 0.0367 0.0734 0.1101 0.1468 0.1835 SE +/- 0.001, N = 3 SE +/- 0.002, N = 4 0.160 0.163
NCNN Target: CPU - Model: mnasnet OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU - Model: mnasnet 2 3 4 Gigabyte AMD Radeon RX 5500 0.891 1.782 2.673 3.564 4.455 SE +/- 0.02, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.03, N = 3 3.91 3.94 3.96 3.89 MIN: 3.86 / MAX: 5.53 MIN: 3.9 / MAX: 5.45 MIN: 3.91 / MAX: 6.12 MIN: 3.73 / MAX: 5.4
NCNN Target: CPU-v2-v2 - Model: mobilenet-v2 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU-v2-v2 - Model: mobilenet-v2 2 3 4 Gigabyte AMD Radeon RX 5500 1.1903 2.3806 3.5709 4.7612 5.9515 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.03, N = 3 SE +/- 0.04, N = 3 5.29 5.23 5.29 5.22 MIN: 5.2 / MAX: 16.09 MIN: 5.04 / MAX: 6.83 MIN: 5.05 / MAX: 10.97 MIN: 5.01 / MAX: 6.64
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 2 3 4 Gigabyte AMD Radeon RX 5500 0.6863 1.3726 2.0589 2.7452 3.4315 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.04, N = 3 3.01 3.02 3.02 3.05 MIN: 2.97 / MAX: 4.25 MIN: 2.97 / MAX: 4.04 MIN: 2.98 / MAX: 4.1 MIN: 2.97 / MAX: 15.71
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 2 Gigabyte AMD Radeon RX 5500 70K 140K 210K 280K 350K SE +/- 1148.21, N = 3 SE +/- 4397.71, N = 4 312205 308158
NCNN Target: Vulkan GPU - Model: googlenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: googlenet 2 3 4 Gigabyte AMD Radeon RX 5500 0.9923 1.9846 2.9769 3.9692 4.9615 SE +/- 0.04, N = 3 SE +/- 0.01, N = 3 SE +/- 0.04, N = 3 SE +/- 0.01, N = 3 4.40 4.37 4.41 4.37 MIN: 4.34 / MAX: 16.92 MIN: 4.34 / MAX: 5.57 MIN: 4.35 / MAX: 15.63 MIN: 4.34 / MAX: 5.92
NCNN Target: Vulkan GPU - Model: squeezenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: squeezenet 2 3 4 Gigabyte AMD Radeon RX 5500 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 3.60 3.62 3.62 3.63 MIN: 3.58 / MAX: 3.8 MIN: 3.6 / MAX: 3.77 MIN: 3.59 / MAX: 3.8 MIN: 3.6 / MAX: 3.86
NCNN Target: CPU - Model: vgg16 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU - Model: vgg16 2 3 4 Gigabyte AMD Radeon RX 5500 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 78.22 78.29 78.60 MIN: 78.63 / MAX: 82.59 MIN: 78.01 / MAX: 79.94 MIN: 78.12 / MAX: 80.49 MIN: 78.36 / MAX: 89.55
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: 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
NCNN Target: CPU - Model: mobilenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU - Model: mobilenet 2 3 4 Gigabyte AMD Radeon RX 5500 4 8 12 16 20 SE +/- 0.06, N = 3 SE +/- 0.02, N = 3 SE +/- 0.03, N = 3 SE +/- 0.05, N = 3 17.29 17.26 17.32 17.22 MIN: 16.94 / MAX: 36.27 MIN: 17.1 / MAX: 18.13 MIN: 17.2 / MAX: 19.12 MIN: 16.85 / MAX: 18.58
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: CPU - Model: squeezenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU - Model: squeezenet 2 3 4 Gigabyte AMD Radeon RX 5500 4 8 12 16 20 SE +/- 0.08, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.02, N = 3 15.18 15.15 15.15 15.10 MIN: 14.92 / MAX: 21.84 MIN: 14.95 / MAX: 15.98 MIN: 14.91 / MAX: 16.08 MIN: 14.91 / MAX: 17.05
NCNN Target: Vulkan GPU - Model: resnet18 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: resnet18 2 3 4 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: 3.01 MIN: 1.98 / MAX: 2.23 MIN: 1.97 / MAX: 2.24 MIN: 1.97 / MAX: 2.42
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 2 3 4 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 2.14 2.14 2.15 2.14 MIN: 2.11 / MAX: 3.16 MIN: 2.11 / MAX: 3.14 MIN: 2.12 / MAX: 3.14 MIN: 2.11 / MAX: 3.01
RealSR-NCNN Scale: 4x - TAA: No OpenBenchmarking.org Seconds, Fewer Is Better RealSR-NCNN 20200818 Scale: 4x - TAA: No 2 3 4 Gigabyte AMD Radeon RX 5500 4 8 12 16 20 SE +/- 0.02, N = 3 SE +/- 0.05, N = 3 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 15.43 15.44 15.41 15.37
NCNN Target: Vulkan GPU - Model: mnasnet OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: mnasnet 2 3 4 Gigabyte AMD Radeon RX 5500 0.5085 1.017 1.5255 2.034 2.5425 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 2.25 2.25 2.26 2.26 MIN: 2.21 / MAX: 3.65 MIN: 2.21 / MAX: 3.25 MIN: 2.22 / MAX: 2.42 MIN: 2.21 / MAX: 2.84
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
NCNN Target: CPU - Model: resnet18 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU - Model: resnet18 2 3 4 Gigabyte AMD Radeon RX 5500 4 8 12 16 20 SE +/- 0.01, N = 3 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 15.70 15.73 15.71 15.68 MIN: 15.54 / MAX: 17.16 MIN: 15.54 / MAX: 15.84 MIN: 15.52 / MAX: 17.23 MIN: 15.51 / MAX: 16.34
NCNN Target: Vulkan GPU - Model: vgg16 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: vgg16 2 3 4 Gigabyte AMD Radeon RX 5500 5 10 15 20 25 SE +/- 0.01, N = 3 SE +/- 0.03, N = 3 SE +/- 0.05, N = 3 SE +/- 0.01, N = 3 18.95 18.95 18.99 18.93 MIN: 18.37 / MAX: 19.91 MIN: 18.32 / MAX: 25.61 MIN: 18.34 / MAX: 32.44 MIN: 18.29 / MAX: 19.87
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 2 Gigabyte AMD Radeon RX 5500 7K 14K 21K 28K 35K SE +/- 306.84, N = 3 SE +/- 413.25, N = 3 31408 31309
NCNN Target: Vulkan GPU - Model: efficientnet-b0 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: efficientnet-b0 2 3 4 Gigabyte AMD Radeon RX 5500 2 4 6 8 10 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 6.53 6.54 6.55 6.54 MIN: 6.47 / MAX: 6.88 MIN: 6.47 / MAX: 8.12 MIN: 6.48 / MAX: 8.21 MIN: 6.46 / MAX: 7.55
NCNN Target: Vulkan GPU - Model: alexnet OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: alexnet 2 3 4 Gigabyte AMD Radeon RX 5500 1.215 2.43 3.645 4.86 6.075 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 5.39 5.40 5.40 5.40 MIN: 5.13 / MAX: 5.76 MIN: 5.12 / MAX: 5.77 MIN: 5.16 / MAX: 5.75 MIN: 5.11 / MAX: 6.98
NCNN Target: Vulkan GPU - Model: resnet50 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: resnet50 2 3 4 Gigabyte AMD Radeon RX 5500 1.2533 2.5066 3.7599 5.0132 6.2665 SE +/- 0.00, N = 3 SE +/- 0.00, N = 3 SE +/- 0.01, N = 3 SE +/- 0.00, N = 3 5.56 5.57 5.57 5.57 MIN: 5.5 / MAX: 5.76 MIN: 5.51 / MAX: 5.75 MIN: 5.51 / MAX: 8.46 MIN: 5.51 / MAX: 7.36
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
NCNN Target: Vulkan GPU - Model: yolov4-tiny OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: yolov4-tiny 2 3 4 Gigabyte AMD Radeon RX 5500 3 6 9 12 15 SE +/- 0.02, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 SE +/- 0.01, N = 3 12.28 12.28 12.27 12.27 MIN: 12.17 / MAX: 19.68 MIN: 12.18 / MAX: 13 MIN: 12.17 / MAX: 12.95 MIN: 12.16 / MAX: 12.53
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
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 2 Gigabyte AMD Radeon RX 5500 70K 140K 210K 280K 350K SE +/- 3722.01, N = 3 SE +/- 2450.51, N = 3 345126 345100
NCNN Target: Vulkan GPU - Model: blazeface OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: blazeface 2 3 4 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: 1.45 MIN: 0.67 / MAX: 0.83 MIN: 0.67 / MAX: 0.82 MIN: 0.66 / MAX: 1.44
NCNN Target: Vulkan GPU - Model: shufflenet-v2 OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: shufflenet-v2 2 3 4 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: 1.74 / MAX: 2.63 MIN: 1.74 / MAX: 1.91 MIN: 1.75 / MAX: 1.95 MIN: 1.74 / MAX: 1.94
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: 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: 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: 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: 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: 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: 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: 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: 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: 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: 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: 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: 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: 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: 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: 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: 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: 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: 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: 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: 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: 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
NCNN Target: Vulkan GPU - Model: mobilenet OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: Vulkan GPU - Model: mobilenet 2 3 4 Gigabyte AMD Radeon RX 5500 2 4 6 8 10 SE +/- 0.29, N = 3 SE +/- 0.02, N = 3 SE +/- 0.75, N = 3 SE +/- 0.21, N = 3 7.30 7.35 7.89 7.10 MIN: 5.83 / MAX: 12.6 MIN: 5.88 / MAX: 9.36 MIN: 5.96 / MAX: 9.94 MIN: 5.97 / MAX: 9.21
NCNN Target: CPU - Model: alexnet OpenBenchmarking.org ms, Fewer Is Better NCNN 20200916 Target: CPU - Model: alexnet 2 3 4 Gigabyte AMD Radeon RX 5500 4 8 12 16 20 SE +/- 0.83, N = 3 SE +/- 0.02, N = 3 SE +/- 0.03, N = 3 SE +/- 0.00, N = 3 17.24 16.60 16.32 16.44 MIN: 16.32 / MAX: 356.99 MIN: 16.5 / MAX: 25.71 MIN: 16.19 / MAX: 25.02 MIN: 16.34 / MAX: 17.16
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
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: 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: 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: 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: 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: 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: 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: 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: 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
Phoronix Test Suite v10.8.4