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.

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
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Gigabyte AMD Radeon RX 5500
September 26 2020
  9 Hours, 52 Minutes
2
September 26 2020
  2 Hours, 25 Minutes
3
September 26 2020
  1 Hour, 12 Minutes
4
September 26 2020
  1 Hour, 12 Minutes
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  3 Hours, 40 Minutes

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Gigabyte AMD Radeon RX 5500

Processor Notes: Scaling Governor: intel_pstate powersave - CPU Microcode: 0xc8
Security Notes: 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

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Processor: Intel Core i9-10900K @ 5.30GHz (10 Cores / 20 Threads), Motherboard: Gigabyte Z490 AORUS MASTER (F3 BIOS), Chipset: Intel Comet Lake PCH, Memory: 16GB, Disk: Samsung SSD 970 EVO 250GB, Graphics: Gigabyte AMD Radeon RX 5500/5500M / Pro 5500M 8GB (1900/875MHz), Audio: Realtek ALC1220, Monitor: DELL P2415Q, Network: Intel Device 15f3 + Intel Wi-Fi 6 AX201

OS: Ubuntu 20.04, Kernel: 5.9.0-050900rc6-generic (x86_64) 20200920, Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, Display Driver: modesetting 1.20.8, OpenGL: 4.6 Mesa 20.2.0-devel (git-ef67218 2020-07-07 focal-oibaf-ppa) (LLVM 10.0.1), OpenCL: OpenCL 1.1 Mesa 20.2.0-devel (git-c977567db6), Vulkan: 1.2.131, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 3840x2160

10900K XProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLOpenCLVulkanCompilerFile-SystemScreen ResolutionGigabyte AMD Radeon RX 5500234Intel Core i9-10900K @ 5.30GHz (10 Cores / 20 Threads)Gigabyte Z490 AORUS MASTER (F3 BIOS)Intel Comet Lake PCH16GBSamsung SSD 970 EVO 250GBGigabyte AMD Radeon RX 5500/5500M / Pro 5500M 8GB (1900/875MHz)Realtek ALC1220DELL P2415QIntel Device 15f3 + Intel Wi-Fi 6 AX201Ubuntu 20.045.9.0-050900rc6-generic (x86_64) 20200920GNOME Shell 3.36.4X Server 1.20.8modesetting 1.20.84.6 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)1.2.131GCC 9.3.0ext43840x2160OpenBenchmarking.orgProcessor Details- Scaling Governor: intel_pstate powersave - CPU Microcode: 0xc8Security 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

Gigabyte AMD Radeon RX 5500234Result OverviewPhoronix Test Suite100%101%102%104%105%Apache CouchDBTNNNCNNRealSR-NCNN

10900K Xrealsr-ncnn: 4x - Norealsr-ncnn: 4x - Yescouchdb: 100 - 1000 - 24pgbench: 1 - 1 - Read Onlypgbench: 1 - 1 - Read Only - Average Latencypgbench: 1 - 1 - Read Writepgbench: 1 - 1 - Read Write - Average Latencypgbench: 1 - 50 - Read Onlypgbench: 1 - 50 - Read Only - Average Latencypgbench: 1 - 100 - Read Onlypgbench: 1 - 100 - Read Only - Average Latencypgbench: 1 - 250 - Read Onlypgbench: 1 - 250 - Read Only - Average Latencypgbench: 1 - 50 - Read Writepgbench: 1 - 50 - Read Write - Average Latencypgbench: 100 - 1 - Read Onlypgbench: 100 - 1 - Read Only - Average Latencypgbench: 1 - 100 - Read Writepgbench: 1 - 100 - Read Write - Average Latencypgbench: 1 - 250 - Read Writepgbench: 1 - 250 - Read Write - Average Latencypgbench: 100 - 1 - Read Writepgbench: 100 - 1 - Read Write - Average Latencypgbench: 100 - 50 - Read Onlypgbench: 100 - 50 - Read Only - Average Latencypgbench: 1000 - 1 - Read Onlypgbench: 1000 - 1 - Read Only - Average Latencypgbench: 100 - 100 - Read Onlypgbench: 100 - 100 - Read Only - Average Latencypgbench: 100 - 250 - Read Onlypgbench: 100 - 250 - Read Only - Average Latencypgbench: 100 - 50 - Read Writepgbench: 100 - 50 - Read Write - Average Latencypgbench: 1000 - 1 - Read Writepgbench: 1000 - 1 - Read Write - Average Latencypgbench: 1000 - 50 - Read Onlypgbench: 1000 - 50 - Read Only - Average Latencypgbench: 100 - 100 - Read Writepgbench: 100 - 100 - Read Write - Average Latencypgbench: 100 - 250 - Read Writepgbench: 100 - 250 - Read Write - Average Latencypgbench: 1000 - 100 - Read Onlypgbench: 1000 - 100 - Read Only - Average Latencypgbench: 1000 - 250 - Read Onlypgbench: 1000 - 250 - Read Only - Average Latencypgbench: 1000 - 50 - Read Writepgbench: 1000 - 50 - Read Write - Average Latencypgbench: 1000 - 100 - Read Writepgbench: 1000 - 100 - Read Write - Average Latencypgbench: 1000 - 250 - Read Writepgbench: 1000 - 250 - Read Write - Average Latencyncnn: CPU - squeezenetncnn: CPU - mobilenetncnn: CPU-v2-v2 - mobilenet-v2ncnn: CPU-v3-v3 - mobilenet-v3ncnn: CPU - shufflenet-v2ncnn: CPU - mnasnetncnn: CPU - efficientnet-b0ncnn: CPU - blazefacencnn: CPU - googlenetncnn: CPU - vgg16ncnn: CPU - resnet18ncnn: CPU - alexnetncnn: CPU - resnet50ncnn: CPU - yolov4-tinyncnn: Vulkan GPU - squeezenetncnn: Vulkan GPU - mobilenetncnn: Vulkan GPU-v2-v2 - mobilenet-v2ncnn: Vulkan GPU-v3-v3 - mobilenet-v3ncnn: Vulkan GPU - shufflenet-v2ncnn: Vulkan GPU - mnasnetncnn: Vulkan GPU - efficientnet-b0ncnn: Vulkan GPU - blazefacencnn: Vulkan GPU - googlenetncnn: Vulkan GPU - vgg16ncnn: Vulkan GPU - resnet18ncnn: Vulkan GPU - alexnetncnn: Vulkan GPU - resnet50ncnn: Vulkan GPU - yolov4-tinytnn: CPU - MobileNet v2tnn: CPU - SqueezeNet v1.1Gigabyte AMD Radeon RX 550023415.374106.34462.992313090.0328101.2343844510.1303649730.2743451000.72586058.170279970.036882113.513847295.3095641.8493081580.163149290.0673098380.3232588640.96671257.1101486.7412662330.188885511.303920727.3312671920.3752052851.219262919.021445422.468502949.98515.1017.225.224.042.993.896.071.3114.2678.6015.6816.4427.2926.853.637.102.143.051.762.266.540.684.3718.932.015.405.5712.27276.516261.69615.433106.39265.977314080.0327801.2843818200.1313645720.2753451260.72580162.820272150.037832120.444808309.8163193.5803122050.16015.1817.295.294.093.053.916.151.3114.3578.8615.7017.2427.9427.003.67.302.143.011.762.256.530.684.4018.952.025.395.5612.28271.405253.95315.444106.38365.28215.1517.265.234.123.023.946.151.3414.5978.2215.7316.6027.2726.893.627.352.143.021.762.256.540.684.3718.952.025.405.5712.28278.845259.46115.411106.35164.03415.1517.325.294.133.043.966.211.3214.3578.2915.7116.3227.3226.863.627.892.153.021.762.266.550.684.4118.992.025.405.5712.27279.344256.642OpenBenchmarking.org

RealSR-NCNN

RealSR-NCNN is an NCNN neural network implementation of the RealSR project and accelerated using the Vulkan API. RealSR is the Real-World Super Resolution via Kernel Estimation and Noise Injection. NCNN is a high performance neural network inference framework optimized for mobile and other platforms developed by Tencent. This test profile times how long it takes to increase the resolution of a sample image by a scale of 4x with Vulkan. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: No234Gigabyte AMD Radeon RX 550048121620SE +/- 0.02, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 315.4315.4415.4115.37
OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: No234Gigabyte AMD Radeon RX 550048121620Min: 15.4 / Avg: 15.43 / Max: 15.48Min: 15.39 / Avg: 15.44 / Max: 15.55Min: 15.39 / Avg: 15.41 / Max: 15.43Min: 15.36 / Avg: 15.37 / Max: 15.41

OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: Yes234Gigabyte AMD Radeon RX 550020406080100SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3106.39106.38106.35106.34
OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: Yes234Gigabyte AMD Radeon RX 550020406080100Min: 106.37 / Avg: 106.39 / Max: 106.43Min: 106.33 / Avg: 106.38 / Max: 106.41Min: 106.34 / Avg: 106.35 / Max: 106.36Min: 106.33 / Avg: 106.34 / Max: 106.36

Apache CouchDB

OpenBenchmarking.orgSeconds, Fewer Is BetterApache CouchDB 3.1.1Bulk Size: 100 - Inserts: 1000 - Rounds: 24234Gigabyte AMD Radeon RX 55001530456075SE +/- 0.75, N = 3SE +/- 0.83, N = 3SE +/- 0.16, N = 3SE +/- 0.57, N = 365.9865.2864.0362.99
OpenBenchmarking.orgSeconds, Fewer Is BetterApache CouchDB 3.1.1Bulk Size: 100 - Inserts: 1000 - Rounds: 24234Gigabyte AMD Radeon RX 55001326395265Min: 64.52 / Avg: 65.98 / Max: 66.98Min: 64.25 / Avg: 65.28 / Max: 66.92Min: 63.73 / Avg: 64.03 / Max: 64.27Min: 61.89 / Avg: 62.99 / Max: 63.8

PostgreSQL pgbench

This is a benchmark of PostgreSQL using pgbench for facilitating the database benchmarks. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 1 - Mode: Read Only2Gigabyte AMD Radeon RX 55007K14K21K28K35KSE +/- 306.84, N = 3SE +/- 413.25, N = 33140831309
OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 1 - Mode: Read Only2Gigabyte AMD Radeon RX 55005K10K15K20K25KMin: 30842.3 / Avg: 31408.16 / Max: 31896.79Min: 30489.72 / Avg: 31309.48 / Max: 31810.51

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 1 - Mode: Read Only - Average Latency2Gigabyte AMD Radeon RX 55000.00720.01440.02160.02880.036SE +/- 0.000, N = 3SE +/- 0.001, N = 30.0320.032
OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 1 - Mode: Read Only - Average Latency2Gigabyte AMD Radeon RX 550012345Min: 0.03 / Avg: 0.03 / Max: 0.03Min: 0.03 / Avg: 0.03 / Max: 0.03

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 1 - Mode: Read Write2Gigabyte AMD Radeon RX 55002004006008001000SE +/- 9.69, N = 5SE +/- 3.58, N = 3780810
OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 1 - Mode: Read Write2Gigabyte AMD Radeon RX 5500140280420560700Min: 746.8 / Avg: 779.71 / Max: 800.2Min: 803.48 / Avg: 810.37 / Max: 815.46

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 1 - Mode: Read Write - Average Latency2Gigabyte AMD Radeon RX 55000.28890.57780.86671.15561.4445SE +/- 0.016, N = 5SE +/- 0.006, N = 31.2841.234
OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 1 - Mode: Read Write - Average Latency2Gigabyte AMD Radeon RX 5500246810Min: 1.25 / Avg: 1.28 / Max: 1.34Min: 1.23 / Avg: 1.23 / Max: 1.25

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 50 - Mode: Read Only2Gigabyte AMD Radeon RX 550080K160K240K320K400KSE +/- 1390.76, N = 3SE +/- 1053.27, N = 3381820384451
OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 50 - Mode: Read Only2Gigabyte AMD Radeon RX 550070K140K210K280K350KMin: 379060.72 / Avg: 381820.02 / Max: 383503.59Min: 382796.81 / Avg: 384450.74 / Max: 386407.53

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 50 - Mode: Read Only - Average Latency2Gigabyte AMD Radeon RX 55000.02950.0590.08850.1180.1475SE +/- 0.001, N = 3SE +/- 0.001, N = 30.1310.130
OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 50 - Mode: Read Only - Average Latency2Gigabyte AMD Radeon RX 550012345Min: 0.13 / Avg: 0.13 / Max: 0.13Min: 0.13 / Avg: 0.13 / Max: 0.13

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 100 - Mode: Read Only2Gigabyte AMD Radeon RX 550080K160K240K320K400KSE +/- 834.94, N = 3SE +/- 2611.57, N = 3364572364973
OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 100 - Mode: Read Only2Gigabyte AMD Radeon RX 550060K120K180K240K300KMin: 363119.62 / Avg: 364572.29 / Max: 366011.83Min: 360701.53 / Avg: 364972.76 / Max: 369711.91

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 100 - Mode: Read Only - Average Latency2Gigabyte AMD Radeon RX 55000.06190.12380.18570.24760.3095SE +/- 0.001, N = 3SE +/- 0.002, N = 30.2750.274
OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 100 - Mode: Read Only - Average Latency2Gigabyte AMD Radeon RX 550012345Min: 0.27 / Avg: 0.27 / Max: 0.28Min: 0.27 / Avg: 0.27 / Max: 0.28

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 250 - Mode: Read Only2Gigabyte AMD Radeon RX 550070K140K210K280K350KSE +/- 3722.01, N = 3SE +/- 2450.51, N = 3345126345100
OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 250 - Mode: Read Only2Gigabyte AMD Radeon RX 550060K120K180K240K300KMin: 338880.38 / Avg: 345125.72 / Max: 351756.51Min: 342043.67 / Avg: 345099.97 / Max: 349946.14

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 250 - Mode: Read Only - Average Latency2Gigabyte AMD Radeon RX 55000.16310.32620.48930.65240.8155SE +/- 0.008, N = 3SE +/- 0.005, N = 30.7250.725
OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 250 - Mode: Read Only - Average Latency2Gigabyte AMD Radeon RX 5500246810Min: 0.71 / Avg: 0.73 / Max: 0.74Min: 0.72 / Avg: 0.73 / Max: 0.73

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 50 - Mode: Read Write2Gigabyte AMD Radeon RX 55002004006008001000SE +/- 15.15, N = 15SE +/- 12.20, N = 4801860
OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 50 - Mode: Read Write2Gigabyte AMD Radeon RX 5500150300450600750Min: 619.76 / Avg: 800.85 / Max: 844.37Min: 825.87 / Avg: 860.22 / Max: 883.53

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 50 - Mode: Read Write - Average Latency2Gigabyte AMD Radeon RX 55001428425670SE +/- 1.42, N = 15SE +/- 0.84, N = 462.8258.17
OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 50 - Mode: Read Write - Average Latency2Gigabyte AMD Radeon RX 55001224364860Min: 59.23 / Avg: 62.82 / Max: 80.7Min: 56.6 / Avg: 58.17 / Max: 60.56

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 1 - Mode: Read Only2Gigabyte AMD Radeon RX 55006K12K18K24K30KSE +/- 275.48, N = 3SE +/- 187.80, N = 32721527997
OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 1 - Mode: Read Only2Gigabyte AMD Radeon RX 55005K10K15K20K25KMin: 26731.04 / Avg: 27215.36 / Max: 27685.01Min: 27625.29 / Avg: 27996.64 / Max: 28231.12

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 1 - Mode: Read Only - Average Latency2Gigabyte AMD Radeon RX 55000.00830.01660.02490.03320.0415SE +/- 0.000, N = 3SE +/- 0.000, N = 30.0370.036
OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 1 - Mode: Read Only - Average Latency2Gigabyte AMD Radeon RX 550012345Min: 0.04 / Avg: 0.04 / Max: 0.04Min: 0.04 / Avg: 0.04 / Max: 0.04

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 100 - Mode: Read Write2Gigabyte AMD Radeon RX 55002004006008001000SE +/- 7.49, N = 15SE +/- 1.35, N = 3832882
OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 100 - Mode: Read Write2Gigabyte AMD Radeon RX 5500150300450600750Min: 754.22 / Avg: 831.9 / Max: 850.25Min: 878.92 / Avg: 881.55 / Max: 883.37

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 100 - Mode: Read Write - Average Latency2Gigabyte AMD Radeon RX 5500306090120150SE +/- 1.16, N = 15SE +/- 0.18, N = 3120.44113.51
OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 100 - Mode: Read Write - Average Latency2Gigabyte AMD Radeon RX 550020406080100Min: 117.69 / Avg: 120.44 / Max: 132.74Min: 113.28 / Avg: 113.51 / Max: 113.86

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 250 - Mode: Read Write2Gigabyte AMD Radeon RX 55002004006008001000SE +/- 6.38, N = 14SE +/- 1.75, N = 3808847
OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 250 - Mode: Read Write2Gigabyte AMD Radeon RX 5500150300450600750Min: 744.36 / Avg: 808.16 / Max: 832.41Min: 843.81 / Avg: 847.15 / Max: 849.71

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 250 - Mode: Read Write - Average Latency2Gigabyte AMD Radeon RX 550070140210280350SE +/- 2.58, N = 14SE +/- 0.62, N = 3309.82295.31
OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1 - Clients: 250 - Mode: Read Write - Average Latency2Gigabyte AMD Radeon RX 550060120180240300Min: 300.5 / Avg: 309.82 / Max: 336.1Min: 294.41 / Avg: 295.31 / Max: 296.49

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 1 - Mode: Read Write2Gigabyte AMD Radeon RX 5500120240360480600SE +/- 31.83, N = 12SE +/- 28.06, N = 14319564
OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 1 - Mode: Read Write2Gigabyte AMD Radeon RX 5500100200300400500Min: 146.59 / Avg: 318.66 / Max: 494.28Min: 336.09 / Avg: 563.82 / Max: 667.24

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 1 - Mode: Read Write - Average Latency2Gigabyte AMD Radeon RX 55000.80551.6112.41653.2224.0275SE +/- 0.431, N = 12SE +/- 0.118, N = 143.5801.849
OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 1 - Mode: Read Write - Average Latency2Gigabyte AMD Radeon RX 5500246810Min: 2.02 / Avg: 3.58 / Max: 6.82Min: 1.5 / Avg: 1.85 / Max: 2.98

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 50 - Mode: Read Only2Gigabyte AMD Radeon RX 550070K140K210K280K350KSE +/- 1148.21, N = 3SE +/- 4397.71, N = 4312205308158
OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 50 - Mode: Read Only2Gigabyte AMD Radeon RX 550050K100K150K200K250KMin: 310429.67 / Avg: 312205.14 / Max: 314354.2Min: 303044.67 / Avg: 308157.81 / Max: 321303.96

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 50 - Mode: Read Only - Average Latency2Gigabyte AMD Radeon RX 55000.03670.07340.11010.14680.1835SE +/- 0.001, N = 3SE +/- 0.002, N = 40.1600.163
OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 50 - Mode: Read Only - Average Latency2Gigabyte AMD Radeon RX 550012345Min: 0.16 / Avg: 0.16 / Max: 0.16Min: 0.16 / Avg: 0.16 / Max: 0.17

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1000 - Clients: 1 - Mode: Read OnlyGigabyte AMD Radeon RX 55003K6K9K12K15KSE +/- 250.69, N = 914929

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1000 - Clients: 1 - Mode: Read Only - Average LatencyGigabyte AMD Radeon RX 55000.01510.03020.04530.06040.0755SE +/- 0.001, N = 90.067

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 100 - Mode: Read OnlyGigabyte AMD Radeon RX 550070K140K210K280K350KSE +/- 349.54, N = 3309838

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 100 - Mode: Read Only - Average LatencyGigabyte AMD Radeon RX 55000.07270.14540.21810.29080.3635SE +/- 0.000, N = 30.323

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 250 - Mode: Read OnlyGigabyte AMD Radeon RX 550060K120K180K240K300KSE +/- 747.81, N = 3258864

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 250 - Mode: Read Only - Average LatencyGigabyte AMD Radeon RX 55000.21740.43480.65220.86961.087SE +/- 0.003, N = 30.966

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 50 - Mode: Read WriteGigabyte AMD Radeon RX 550015003000450060007500SE +/- 193.95, N = 157125

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 50 - Mode: Read Write - Average LatencyGigabyte AMD Radeon RX 5500246810SE +/- 0.241, N = 157.110

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1000 - Clients: 1 - Mode: Read WriteGigabyte AMD Radeon RX 5500306090120150SE +/- 2.04, N = 3148

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1000 - Clients: 1 - Mode: Read Write - Average LatencyGigabyte AMD Radeon RX 5500246810SE +/- 0.094, N = 36.741

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1000 - Clients: 50 - Mode: Read OnlyGigabyte AMD Radeon RX 550060K120K180K240K300KSE +/- 4842.49, N = 9266233

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1000 - Clients: 50 - Mode: Read Only - Average LatencyGigabyte AMD Radeon RX 55000.04230.08460.12690.16920.2115SE +/- 0.004, N = 90.188

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 100 - Mode: Read WriteGigabyte AMD Radeon RX 55002K4K6K8K10KSE +/- 95.61, N = 38855

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 100 - Mode: Read Write - Average LatencyGigabyte AMD Radeon RX 55003691215SE +/- 0.12, N = 311.30

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 250 - Mode: Read WriteGigabyte AMD Radeon RX 55002K4K6K8K10KSE +/- 190.64, N = 159207

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 100 - Clients: 250 - Mode: Read Write - Average LatencyGigabyte AMD Radeon RX 5500612182430SE +/- 0.56, N = 1527.33

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1000 - Clients: 100 - Mode: Read OnlyGigabyte AMD Radeon RX 550060K120K180K240K300KSE +/- 369.47, N = 3267192

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1000 - Clients: 100 - Mode: Read Only - Average LatencyGigabyte AMD Radeon RX 55000.08440.16880.25320.33760.422SE +/- 0.001, N = 30.375

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1000 - Clients: 250 - Mode: Read OnlyGigabyte AMD Radeon RX 550040K80K120K160K200KSE +/- 812.72, N = 3205285

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1000 - Clients: 250 - Mode: Read Only - Average LatencyGigabyte AMD Radeon RX 55000.27430.54860.82291.09721.3715SE +/- 0.005, N = 31.219

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1000 - Clients: 50 - Mode: Read WriteGigabyte AMD Radeon RX 55006001200180024003000SE +/- 10.88, N = 32629

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1000 - Clients: 50 - Mode: Read Write - Average LatencyGigabyte AMD Radeon RX 5500510152025SE +/- 0.08, N = 319.02

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1000 - Clients: 100 - Mode: Read WriteGigabyte AMD Radeon RX 550010002000300040005000SE +/- 41.87, N = 34454

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1000 - Clients: 100 - Mode: Read Write - Average LatencyGigabyte AMD Radeon RX 5500510152025SE +/- 0.21, N = 322.47

OpenBenchmarking.orgTPS, More Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1000 - Clients: 250 - Mode: Read WriteGigabyte AMD Radeon RX 550011002200330044005500SE +/- 122.40, N = 95029

OpenBenchmarking.orgms, Fewer Is BetterPostgreSQL pgbench 13.0Scaling Factor: 1000 - Clients: 250 - Mode: Read Write - Average LatencyGigabyte AMD Radeon RX 55001122334455SE +/- 1.25, N = 949.99

NCNN

NCNN is a high performance neural network inference framework optimized for mobile and other platforms developed by Tencent. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: squeezenet234Gigabyte AMD Radeon RX 550048121620SE +/- 0.08, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 315.1815.1515.1515.10MIN: 14.92 / MAX: 21.84MIN: 14.95 / MAX: 15.98MIN: 14.91 / MAX: 16.08MIN: 14.91 / MAX: 17.05
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: squeezenet234Gigabyte AMD Radeon RX 550048121620Min: 15.05 / Avg: 15.18 / Max: 15.33Min: 15.14 / Avg: 15.15 / Max: 15.17Min: 15.12 / Avg: 15.15 / Max: 15.17Min: 15.08 / Avg: 15.1 / Max: 15.13

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: mobilenet234Gigabyte AMD Radeon RX 550048121620SE +/- 0.06, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 317.2917.2617.3217.22MIN: 16.94 / MAX: 36.27MIN: 17.1 / MAX: 18.13MIN: 17.2 / MAX: 19.12MIN: 16.85 / MAX: 18.58
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: mobilenet234Gigabyte AMD Radeon RX 550048121620Min: 17.18 / Avg: 17.29 / Max: 17.39Min: 17.24 / Avg: 17.26 / Max: 17.3Min: 17.29 / Avg: 17.32 / Max: 17.37Min: 17.14 / Avg: 17.22 / Max: 17.31

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU-v2-v2 - Model: mobilenet-v2234Gigabyte AMD Radeon RX 55001.19032.38063.57094.76125.9515SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.04, N = 35.295.235.295.22MIN: 5.2 / MAX: 16.09MIN: 5.04 / MAX: 6.83MIN: 5.05 / MAX: 10.97MIN: 5.01 / MAX: 6.64
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU-v2-v2 - Model: mobilenet-v2234Gigabyte AMD Radeon RX 5500246810Min: 5.26 / Avg: 5.29 / Max: 5.33Min: 5.22 / Avg: 5.23 / Max: 5.24Min: 5.24 / Avg: 5.29 / Max: 5.34Min: 5.14 / Avg: 5.22 / Max: 5.27

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU-v3-v3 - Model: mobilenet-v3234Gigabyte AMD Radeon RX 55000.92931.85862.78793.71724.6465SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 34.094.124.134.04MIN: 4.01 / MAX: 5.79MIN: 4.02 / MAX: 6.1MIN: 4.04 / MAX: 5.85MIN: 3.94 / MAX: 5.62
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU-v3-v3 - Model: mobilenet-v3234Gigabyte AMD Radeon RX 5500246810Min: 4.08 / Avg: 4.09 / Max: 4.1Min: 4.11 / Avg: 4.12 / Max: 4.13Min: 4.12 / Avg: 4.13 / Max: 4.15Min: 4.02 / Avg: 4.04 / Max: 4.06

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: shufflenet-v2234Gigabyte AMD Radeon RX 55000.68631.37262.05892.74523.4315SE +/- 0.03, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 33.053.023.042.99MIN: 2.98 / MAX: 5.11MIN: 2.98 / MAX: 4.61MIN: 2.96 / MAX: 12.45MIN: 2.81 / MAX: 4.56
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: shufflenet-v2234Gigabyte AMD Radeon RX 5500246810Min: 3.01 / Avg: 3.05 / Max: 3.11Min: 3 / Avg: 3.02 / Max: 3.04Min: 3.02 / Avg: 3.04 / Max: 3.05Min: 2.95 / Avg: 2.99 / Max: 3.02

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: mnasnet234Gigabyte AMD Radeon RX 55000.8911.7822.6733.5644.455SE +/- 0.02, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.03, N = 33.913.943.963.89MIN: 3.86 / MAX: 5.53MIN: 3.9 / MAX: 5.45MIN: 3.91 / MAX: 6.12MIN: 3.73 / MAX: 5.4
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: mnasnet234Gigabyte AMD Radeon RX 5500246810Min: 3.88 / Avg: 3.91 / Max: 3.93Min: 3.94 / Avg: 3.94 / Max: 3.94Min: 3.95 / Avg: 3.96 / Max: 3.96Min: 3.82 / Avg: 3.89 / Max: 3.93

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: efficientnet-b0234Gigabyte AMD Radeon RX 5500246810SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 36.156.156.216.07MIN: 6.01 / MAX: 7.93MIN: 5.93 / MAX: 7.8MIN: 6.02 / MAX: 7.82MIN: 5.9 / MAX: 7.79
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: efficientnet-b0234Gigabyte AMD Radeon RX 5500246810Min: 6.1 / Avg: 6.15 / Max: 6.2Min: 6.1 / Avg: 6.15 / Max: 6.24Min: 6.16 / Avg: 6.21 / Max: 6.26Min: 5.99 / Avg: 6.07 / Max: 6.15

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: blazeface234Gigabyte AMD Radeon RX 55000.30150.6030.90451.2061.5075SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 31.311.341.321.31MIN: 1.29 / MAX: 2.13MIN: 1.3 / MAX: 10.52MIN: 1.29 / MAX: 2.11MIN: 1.24 / MAX: 1.37
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: blazeface234Gigabyte AMD Radeon RX 5500246810Min: 1.31 / Avg: 1.31 / Max: 1.32Min: 1.32 / Avg: 1.34 / Max: 1.37Min: 1.31 / Avg: 1.32 / Max: 1.33Min: 1.27 / Avg: 1.31 / Max: 1.34

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: googlenet234Gigabyte AMD Radeon RX 550048121620SE +/- 0.05, N = 3SE +/- 0.24, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 314.3514.5914.3514.26MIN: 13.99 / MAX: 16.43MIN: 14.07 / MAX: 16.55MIN: 14.06 / MAX: 25.56MIN: 14 / MAX: 16.02
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: googlenet234Gigabyte AMD Radeon RX 550048121620Min: 14.29 / Avg: 14.35 / Max: 14.45Min: 14.34 / Avg: 14.59 / Max: 15.06Min: 14.29 / Avg: 14.35 / Max: 14.4Min: 14.26 / Avg: 14.26 / Max: 14.27

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: vgg16234Gigabyte AMD Radeon RX 550020406080100SE +/- 0.07, N = 3SE +/- 0.04, N = 3SE +/- 0.05, N = 3SE +/- 0.04, N = 378.8678.2278.2978.60MIN: 78.63 / MAX: 82.59MIN: 78.01 / MAX: 79.94MIN: 78.12 / MAX: 80.49MIN: 78.36 / MAX: 89.55
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: vgg16234Gigabyte AMD Radeon RX 55001530456075Min: 78.77 / Avg: 78.86 / Max: 78.99Min: 78.16 / Avg: 78.22 / Max: 78.3Min: 78.24 / Avg: 78.29 / Max: 78.38Min: 78.54 / Avg: 78.6 / Max: 78.67

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: resnet18234Gigabyte AMD Radeon RX 550048121620SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 315.7015.7315.7115.68MIN: 15.54 / MAX: 17.16MIN: 15.54 / MAX: 15.84MIN: 15.52 / MAX: 17.23MIN: 15.51 / MAX: 16.34
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: resnet18234Gigabyte AMD Radeon RX 550048121620Min: 15.68 / Avg: 15.7 / Max: 15.73Min: 15.7 / Avg: 15.73 / Max: 15.75Min: 15.7 / Avg: 15.71 / Max: 15.72Min: 15.65 / Avg: 15.68 / Max: 15.7

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: alexnet234Gigabyte AMD Radeon RX 550048121620SE +/- 0.83, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 3SE +/- 0.00, N = 317.2416.6016.3216.44MIN: 16.32 / MAX: 356.99MIN: 16.5 / MAX: 25.71MIN: 16.19 / MAX: 25.02MIN: 16.34 / MAX: 17.16
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: alexnet234Gigabyte AMD Radeon RX 550048121620Min: 16.4 / Avg: 17.24 / Max: 18.9Min: 16.57 / Avg: 16.6 / Max: 16.63Min: 16.28 / Avg: 16.32 / Max: 16.37Min: 16.43 / Avg: 16.44 / Max: 16.44

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: resnet50234Gigabyte AMD Radeon RX 5500714212835SE +/- 0.29, N = 3SE +/- 0.06, N = 3SE +/- 0.04, N = 3SE +/- 0.02, N = 327.9427.2727.3227.29MIN: 26.9 / MAX: 35.31MIN: 26.93 / MAX: 28.63MIN: 26.88 / MAX: 28.72MIN: 27.05 / MAX: 37.54
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: resnet50234Gigabyte AMD Radeon RX 5500612182430Min: 27.36 / Avg: 27.94 / Max: 28.25Min: 27.15 / Avg: 27.27 / Max: 27.34Min: 27.24 / Avg: 27.32 / Max: 27.38Min: 27.27 / Avg: 27.29 / Max: 27.33

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: yolov4-tiny234Gigabyte AMD Radeon RX 5500612182430SE +/- 0.14, N = 3SE +/- 0.05, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 327.0026.8926.8626.85MIN: 26.63 / MAX: 37.71MIN: 26.6 / MAX: 28.64MIN: 26.6 / MAX: 29.69MIN: 26.58 / MAX: 37.49
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: yolov4-tiny234Gigabyte AMD Radeon RX 5500612182430Min: 26.79 / Avg: 27 / Max: 27.26Min: 26.82 / Avg: 26.89 / Max: 27Min: 26.86 / Avg: 26.86 / Max: 26.87Min: 26.83 / Avg: 26.85 / Max: 26.86

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: squeezenet234Gigabyte AMD Radeon RX 55000.81681.63362.45043.26724.084SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 33.603.623.623.63MIN: 3.58 / MAX: 3.8MIN: 3.6 / MAX: 3.77MIN: 3.59 / MAX: 3.8MIN: 3.6 / MAX: 3.86
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: squeezenet234Gigabyte AMD Radeon RX 5500246810Min: 3.6 / Avg: 3.6 / Max: 3.6Min: 3.61 / Avg: 3.62 / Max: 3.62Min: 3.61 / Avg: 3.62 / Max: 3.62Min: 3.63 / Avg: 3.63 / Max: 3.63

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: mobilenet234Gigabyte AMD Radeon RX 5500246810SE +/- 0.29, N = 3SE +/- 0.02, N = 3SE +/- 0.75, N = 3SE +/- 0.21, N = 37.307.357.897.10MIN: 5.83 / MAX: 12.6MIN: 5.88 / MAX: 9.36MIN: 5.96 / MAX: 9.94MIN: 5.97 / MAX: 9.21
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: mobilenet234Gigabyte AMD Radeon RX 55003691215Min: 6.87 / Avg: 7.3 / Max: 7.86Min: 7.32 / Avg: 7.35 / Max: 7.38Min: 6.84 / Avg: 7.89 / Max: 9.35Min: 6.87 / Avg: 7.1 / Max: 7.53

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2234Gigabyte AMD Radeon RX 55000.48380.96761.45141.93522.419SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 32.142.142.152.14MIN: 2.11 / MAX: 3.16MIN: 2.11 / MAX: 3.14MIN: 2.12 / MAX: 3.14MIN: 2.11 / MAX: 3.01
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2234Gigabyte AMD Radeon RX 5500246810Min: 2.14 / Avg: 2.14 / Max: 2.14Min: 2.14 / Avg: 2.14 / Max: 2.14Min: 2.15 / Avg: 2.15 / Max: 2.16Min: 2.14 / Avg: 2.14 / Max: 2.14

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3234Gigabyte AMD Radeon RX 55000.68631.37262.05892.74523.4315SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.04, N = 33.013.023.023.05MIN: 2.97 / MAX: 4.25MIN: 2.97 / MAX: 4.04MIN: 2.98 / MAX: 4.1MIN: 2.97 / MAX: 15.71
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3234Gigabyte AMD Radeon RX 5500246810Min: 3.01 / Avg: 3.01 / Max: 3.02Min: 3.01 / Avg: 3.02 / Max: 3.02Min: 3.02 / Avg: 3.02 / Max: 3.03Min: 3.01 / Avg: 3.05 / Max: 3.14

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: shufflenet-v2234Gigabyte AMD Radeon RX 55000.3960.7921.1881.5841.98SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 31.761.761.761.76MIN: 1.74 / MAX: 2.63MIN: 1.74 / MAX: 1.91MIN: 1.75 / MAX: 1.95MIN: 1.74 / MAX: 1.94
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: shufflenet-v2234Gigabyte AMD Radeon RX 5500246810Min: 1.76 / Avg: 1.76 / Max: 1.76Min: 1.75 / Avg: 1.76 / Max: 1.76Min: 1.76 / Avg: 1.76 / Max: 1.77Min: 1.75 / Avg: 1.76 / Max: 1.77

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: mnasnet234Gigabyte AMD Radeon RX 55000.50851.0171.52552.0342.5425SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 32.252.252.262.26MIN: 2.21 / MAX: 3.65MIN: 2.21 / MAX: 3.25MIN: 2.22 / MAX: 2.42MIN: 2.21 / MAX: 2.84
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: mnasnet234Gigabyte AMD Radeon RX 5500246810Min: 2.25 / Avg: 2.25 / Max: 2.26Min: 2.25 / Avg: 2.25 / Max: 2.25Min: 2.25 / Avg: 2.26 / Max: 2.26Min: 2.25 / Avg: 2.26 / Max: 2.27

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: efficientnet-b0234Gigabyte AMD Radeon RX 5500246810SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 36.536.546.556.54MIN: 6.47 / MAX: 6.88MIN: 6.47 / MAX: 8.12MIN: 6.48 / MAX: 8.21MIN: 6.46 / MAX: 7.55
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: efficientnet-b0234Gigabyte AMD Radeon RX 55003691215Min: 6.53 / Avg: 6.53 / Max: 6.53Min: 6.53 / Avg: 6.54 / Max: 6.55Min: 6.54 / Avg: 6.55 / Max: 6.55Min: 6.53 / Avg: 6.54 / Max: 6.55

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: blazeface234Gigabyte AMD Radeon RX 55000.1530.3060.4590.6120.765SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 30.680.680.680.68MIN: 0.67 / MAX: 1.45MIN: 0.67 / MAX: 0.83MIN: 0.67 / MAX: 0.82MIN: 0.66 / MAX: 1.44
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: blazeface234Gigabyte AMD Radeon RX 5500246810Min: 0.68 / Avg: 0.68 / Max: 0.68Min: 0.68 / Avg: 0.68 / Max: 0.69Min: 0.68 / Avg: 0.68 / Max: 0.69Min: 0.67 / Avg: 0.68 / Max: 0.69

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: googlenet234Gigabyte AMD Radeon RX 55000.99231.98462.97693.96924.9615SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 3SE +/- 0.01, N = 34.404.374.414.37MIN: 4.34 / MAX: 16.92MIN: 4.34 / MAX: 5.57MIN: 4.35 / MAX: 15.63MIN: 4.34 / MAX: 5.92
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: googlenet234Gigabyte AMD Radeon RX 5500246810Min: 4.36 / Avg: 4.4 / Max: 4.49Min: 4.36 / Avg: 4.37 / Max: 4.38Min: 4.37 / Avg: 4.41 / Max: 4.49Min: 4.35 / Avg: 4.37 / Max: 4.39

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: vgg16234Gigabyte AMD Radeon RX 5500510152025SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.05, N = 3SE +/- 0.01, N = 318.9518.9518.9918.93MIN: 18.37 / MAX: 19.91MIN: 18.32 / MAX: 25.61MIN: 18.34 / MAX: 32.44MIN: 18.29 / MAX: 19.87
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: vgg16234Gigabyte AMD Radeon RX 5500510152025Min: 18.93 / Avg: 18.95 / Max: 18.97Min: 18.9 / Avg: 18.95 / Max: 18.99Min: 18.93 / Avg: 18.99 / Max: 19.09Min: 18.91 / Avg: 18.93 / Max: 18.95

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: resnet18234Gigabyte AMD Radeon RX 55000.45450.9091.36351.8182.2725SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 32.022.022.022.01MIN: 1.97 / MAX: 3.01MIN: 1.98 / MAX: 2.23MIN: 1.97 / MAX: 2.24MIN: 1.97 / MAX: 2.42
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: resnet18234Gigabyte AMD Radeon RX 5500246810Min: 2.01 / Avg: 2.02 / Max: 2.02Min: 2.01 / Avg: 2.02 / Max: 2.03Min: 2.02 / Avg: 2.02 / Max: 2.02Min: 2 / Avg: 2.01 / Max: 2.03

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: alexnet234Gigabyte AMD Radeon RX 55001.2152.433.6454.866.075SE +/- 0.01, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 35.395.405.405.40MIN: 5.13 / MAX: 5.76MIN: 5.12 / MAX: 5.77MIN: 5.16 / MAX: 5.75MIN: 5.11 / MAX: 6.98
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: alexnet234Gigabyte AMD Radeon RX 5500246810Min: 5.38 / Avg: 5.39 / Max: 5.4Min: 5.39 / Avg: 5.4 / Max: 5.4Min: 5.39 / Avg: 5.4 / Max: 5.4Min: 5.39 / Avg: 5.4 / Max: 5.41

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: resnet50234Gigabyte AMD Radeon RX 55001.25332.50663.75995.01326.2665SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 35.565.575.575.57MIN: 5.5 / MAX: 5.76MIN: 5.51 / MAX: 5.75MIN: 5.51 / MAX: 8.46MIN: 5.51 / MAX: 7.36
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: resnet50234Gigabyte AMD Radeon RX 5500246810Min: 5.55 / Avg: 5.56 / Max: 5.56Min: 5.57 / Avg: 5.57 / Max: 5.57Min: 5.56 / Avg: 5.57 / Max: 5.58Min: 5.57 / Avg: 5.57 / Max: 5.58

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: yolov4-tiny234Gigabyte AMD Radeon RX 55003691215SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 312.2812.2812.2712.27MIN: 12.17 / MAX: 19.68MIN: 12.18 / MAX: 13MIN: 12.17 / MAX: 12.95MIN: 12.16 / MAX: 12.53
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: yolov4-tiny234Gigabyte AMD Radeon RX 550048121620Min: 12.26 / Avg: 12.28 / Max: 12.31Min: 12.27 / Avg: 12.28 / Max: 12.29Min: 12.26 / Avg: 12.27 / Max: 12.28Min: 12.26 / Avg: 12.27 / Max: 12.28

TNN

TNN is an open-source deep learning reasoning framework developed by Tencent. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: MobileNet v2234Gigabyte AMD Radeon RX 550060120180240300SE +/- 0.35, N = 3SE +/- 0.43, N = 3SE +/- 1.16, N = 3SE +/- 0.18, N = 3271.41278.85279.34276.52MIN: 269.89 / MAX: 274.06MIN: 277.64 / MAX: 280.41MIN: 277.27 / MAX: 282.47MIN: 275.73 / MAX: 278.04
OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: MobileNet v2234Gigabyte AMD Radeon RX 550050100150200250Min: 270.71 / Avg: 271.41 / Max: 271.8Min: 278.05 / Avg: 278.85 / Max: 279.51Min: 277.55 / Avg: 279.34 / Max: 281.5Min: 276.24 / Avg: 276.52 / Max: 276.85

OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: SqueezeNet v1.1234Gigabyte AMD Radeon RX 550060120180240300SE +/- 0.04, N = 3SE +/- 2.77, N = 3SE +/- 2.77, N = 3SE +/- 0.09, N = 3253.95259.46256.64261.70MIN: 253.08 / MAX: 255.16MIN: 253.43 / MAX: 263.17MIN: 253.06 / MAX: 263.27MIN: 261.42 / MAX: 262.65
OpenBenchmarking.orgms, Fewer Is BetterTNN 0.2.3Target: CPU - Model: SqueezeNet v1.1234Gigabyte AMD Radeon RX 550050100150200250Min: 253.87 / Avg: 253.95 / Max: 254.01Min: 253.92 / Avg: 259.46 / Max: 262.24Min: 253.73 / Avg: 256.64 / Max: 262.17Min: 261.53 / Avg: 261.7 / Max: 261.81

81 Results Shown

RealSR-NCNN:
  4x - No
  4x - Yes
Apache CouchDB
PostgreSQL pgbench:
  1 - 1 - Read Only
  1 - 1 - Read Only - Average Latency
  1 - 1 - Read Write
  1 - 1 - Read Write - Average Latency
  1 - 50 - Read Only
  1 - 50 - Read Only - Average Latency
  1 - 100 - Read Only
  1 - 100 - Read Only - Average Latency
  1 - 250 - Read Only
  1 - 250 - Read Only - Average Latency
  1 - 50 - Read Write
  1 - 50 - Read Write - Average Latency
  100 - 1 - Read Only
  100 - 1 - Read Only - Average Latency
  1 - 100 - Read Write
  1 - 100 - Read Write - Average Latency
  1 - 250 - Read Write
  1 - 250 - Read Write - Average Latency
  100 - 1 - Read Write
  100 - 1 - Read Write - Average Latency
  100 - 50 - Read Only
  100 - 50 - Read Only - Average Latency
  1000 - 1 - Read Only
  1000 - 1 - Read Only - Average Latency
  100 - 100 - Read Only
  100 - 100 - Read Only - Average Latency
  100 - 250 - Read Only
  100 - 250 - Read Only - Average Latency
  100 - 50 - Read Write
  100 - 50 - Read Write - Average Latency
  1000 - 1 - Read Write
  1000 - 1 - Read Write - Average Latency
  1000 - 50 - Read Only
  1000 - 50 - Read Only - Average Latency
  100 - 100 - Read Write
  100 - 100 - Read Write - Average Latency
  100 - 250 - Read Write
  100 - 250 - Read Write - Average Latency
  1000 - 100 - Read Only
  1000 - 100 - Read Only - Average Latency
  1000 - 250 - Read Only
  1000 - 250 - Read Only - Average Latency
  1000 - 50 - Read Write
  1000 - 50 - Read Write - Average Latency
  1000 - 100 - Read Write
  1000 - 100 - Read Write - Average Latency
  1000 - 250 - Read Write
  1000 - 250 - Read Write - Average Latency
NCNN:
  CPU - squeezenet
  CPU - mobilenet
  CPU-v2-v2 - mobilenet-v2
  CPU-v3-v3 - mobilenet-v3
  CPU - shufflenet-v2
  CPU - mnasnet
  CPU - efficientnet-b0
  CPU - blazeface
  CPU - googlenet
  CPU - vgg16
  CPU - resnet18
  CPU - alexnet
  CPU - resnet50
  CPU - yolov4-tiny
  Vulkan GPU - squeezenet
  Vulkan GPU - mobilenet
  Vulkan GPU-v2-v2 - mobilenet-v2
  Vulkan GPU-v3-v3 - mobilenet-v3
  Vulkan GPU - shufflenet-v2
  Vulkan GPU - mnasnet
  Vulkan GPU - efficientnet-b0
  Vulkan GPU - blazeface
  Vulkan GPU - googlenet
  Vulkan GPU - vgg16
  Vulkan GPU - resnet18
  Vulkan GPU - alexnet
  Vulkan GPU - resnet50
  Vulkan GPU - yolov4-tiny
TNN:
  CPU - MobileNet v2
  CPU - SqueezeNet v1.1

Gigabyte AMD Radeon RX 5500

Processor Notes: Scaling Governor: intel_pstate powersave - CPU Microcode: 0xc8
Security Notes: 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

Testing initiated at 26 September 2020 12:15 by user system.

2

Processor Notes: Scaling Governor: intel_pstate powersave - CPU Microcode: 0xc8
Security Notes: 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

Testing initiated at 26 September 2020 20:26 by user system.

3

Processor Notes: Scaling Governor: intel_pstate powersave - CPU Microcode: 0xc8
Security Notes: 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

Testing initiated at 26 September 2020 21:41 by user system.

4

Processor: Intel Core i9-10900K @ 5.30GHz (10 Cores / 20 Threads), Motherboard: Gigabyte Z490 AORUS MASTER (F3 BIOS), Chipset: Intel Comet Lake PCH, Memory: 16GB, Disk: Samsung SSD 970 EVO 250GB, Graphics: Gigabyte AMD Radeon RX 5500/5500M / Pro 5500M 8GB (1900/875MHz), Audio: Realtek ALC1220, Monitor: DELL P2415Q, Network: Intel Device 15f3 + Intel Wi-Fi 6 AX201

OS: Ubuntu 20.04, Kernel: 5.9.0-050900rc6-generic (x86_64) 20200920, Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, Display Driver: modesetting 1.20.8, OpenGL: 4.6 Mesa 20.2.0-devel (git-ef67218 2020-07-07 focal-oibaf-ppa) (LLVM 10.0.1), OpenCL: OpenCL 1.1 Mesa 20.2.0-devel (git-c977567db6), Vulkan: 1.2.131, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 3840x2160

Processor Notes: Scaling Governor: intel_pstate powersave - CPU Microcode: 0xc8
Security Notes: 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

Testing initiated at 26 September 2020 22:22 by user system.