e52699v4titan-vulkancomputert

Intel Xeon E5-2699 v4 testing with a ASRock X99E-ITX/ac (P3.80 BIOS) and NVIDIA TITAN X 12GB on Fedora Linux 39 via the Phoronix Test Suite.

HTML result view exported from: https://openbenchmarking.org/result/2401134-NE-E52699V4T81.

e52699v4titan-vulkancomputertProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLCompilerFile-SystemScreen ResolutionNVIDIA TITAN XIntel Xeon E5-2699 v4 @ 3.60GHz (22 Cores / 44 Threads)ASRock X99E-ITX/ac (P3.80 BIOS)Intel Xeon E7 v4/Xeon64GBSamsung SSD 950 PRO 512GBNVIDIA TITAN X 12GBRealtek ALC1150DELL S2721QSIntel I218-V + Intel I211Fedora Linux 396.6.9-200.fc39.x86_64 (x86_64)GNOME Shell 45.3X Server + WaylandNVIDIA 545.29.064.6.0GCC 13.2.1 20231205btrfs3840x2160OpenBenchmarking.org- Transparent Huge Pages: madvise- --build=x86_64-redhat-linux --disable-libunwind-exceptions --enable-__cxa_atexit --enable-bootstrap --enable-cet --enable-checking=release --enable-gnu-indirect-function --enable-gnu-unique-object --enable-initfini-array --enable-languages=c,c++,fortran,objc,obj-c++,ada,go,d,m2,lto --enable-libstdcxx-backtrace --enable-link-serialization=1 --enable-multilib --enable-offload-defaulted --enable-offload-targets=nvptx-none --enable-plugin --enable-shared --enable-threads=posix --mandir=/usr/share/man --with-arch_32=i686 --with-build-config=bootstrap-lto --with-gcc-major-version-only --with-libstdcxx-zoneinfo=/usr/share/zoneinfo --with-linker-hash-style=gnu --with-tune=generic --without-cuda-driver - Scaling Governor: intel_cpufreq performance - CPU Microcode: 0xb000040- BAR1 / Visible vRAM Size: 256 MiB - vBIOS Version: 86.02.15.00.01- Python 3.12.1- SELinux + gather_data_sampling: Not affected + itlb_multihit: KVM: Mitigation of VMX disabled + l1tf: Mitigation of PTE Inversion; VMX: conditional cache flushes SMT vulnerable + mds: Mitigation of Clear buffers; SMT vulnerable + meltdown: Mitigation of PTI + mmio_stale_data: Mitigation of Clear buffers; SMT vulnerable + retbleed: Not affected + spec_rstack_overflow: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional IBRS_FW STIBP: conditional RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Mitigation of Clear buffers; SMT vulnerable

e52699v4titan-vulkancomputertvkpeak: fp32-scalarvkpeak: fp32-vec4vkpeak: fp64-scalarvkpeak: fp64-vec4vkpeak: int32-scalarvkpeak: int32-vec4realsr-ncnn: 4x - Norealsr-ncnn: 4x - Yeswaifu2x-ncnn: 2x - 3 - Nowaifu2x-ncnn: 2x - 3 - Yesvkresample: 2x - Doublevkresample: 2x - Singlequake2rtx: 1920 x 1080 - Low - On - VK_KHR_ray_queryquake2rtx: 1920 x 1080 - Off - On - VK_KHR_ray_queryquake2rtx: 1920 x 1080 - High - On - VK_KHR_ray_queryquake2rtx: 1920 x 1080 - Low - Off - VK_KHR_ray_queryquake2rtx: 1920 x 1080 - Low - On - VK_NV_ray_tracingquake2rtx: 1920 x 1080 - Off - Off - VK_KHR_ray_queryquake2rtx: 1920 x 1080 - Off - On - VK_NV_ray_tracingquake2rtx: 1920 x 1080 - High - Off - VK_KHR_ray_queryquake2rtx: 1920 x 1080 - High - On - VK_NV_ray_tracingquake2rtx: 1920 x 1080 - Low - Off - VK_NV_ray_tracingquake2rtx: 1920 x 1080 - Off - Off - VK_NV_ray_tracingquake2rtx: 1920 x 1080 - High - Off - VK_NV_ray_tracingquake2rtx: 1920 x 1080 - Medium - On - VK_KHR_ray_queryquake2rtx: 1920 x 1080 - Medium - Off - VK_KHR_ray_queryquake2rtx: 1920 x 1080 - Medium - On - VK_NV_ray_tracingquake2rtx: 1920 x 1080 - Medium - Off - VK_NV_ray_tracingquake2rtx: 1920 x 1080 - Low - On - VK_KHR_ray_tracing_pipelinequake2rtx: 1920 x 1080 - Off - On - VK_KHR_ray_tracing_pipelinequake2rtx: 1920 x 1080 - High - On - VK_KHR_ray_tracing_pipelinequake2rtx: 1920 x 1080 - Low - Off - VK_KHR_ray_tracing_pipelinequake2rtx: 1920 x 1080 - Off - Off - VK_KHR_ray_tracing_pipelinequake2rtx: 1920 x 1080 - High - Off - VK_KHR_ray_tracing_pipelinequake2rtx: 1920 x 1080 - Medium - On - VK_KHR_ray_tracing_pipelinequake2rtx: 1920 x 1080 - Medium - Off - VK_KHR_ray_tracing_pipelinegeexlab-rt: 3840 x 2160ncnn: 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-tinyncnn: Vulkan GPU - squeezenet_ssdncnn: Vulkan GPU - regnety_400mncnn: Vulkan GPU - vision_transformerncnn: Vulkan GPU - FastestDetNVIDIA TITAN X12431.1412366.04394.89395.544174.783863.8714.79286.6642.1346.060500.00223.40712.09433321.3371946.95777713.57647912.01879225.70555921.2984477.8391506.95380213.56477625.6909117.8470718.3770789.6472788.3684599.65187612.04466021.1956886.93877613.53322025.6444507.7930428.3286859.6293827.626.7814.3212.4012.8311.0417.924.7624.9274.9816.7315.2045.0046.5136.0145.81163.3615.09OpenBenchmarking.org

vkpeak

fp32-scalar

OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20230730fp32-scalarNVIDIA TITAN X3K6K9K12K15KSE +/- 163.63, N = 312431.14

vkpeak

fp32-vec4

OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20230730fp32-vec4NVIDIA TITAN X3K6K9K12K15KSE +/- 145.85, N = 312366.04

vkpeak

fp64-scalar

OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20230730fp64-scalarNVIDIA TITAN X90180270360450SE +/- 3.38, N = 3394.89

vkpeak

fp64-vec4

OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20230730fp64-vec4NVIDIA TITAN X90180270360450SE +/- 2.78, N = 3395.54

vkpeak

int32-scalar

OpenBenchmarking.orgGIOPS, More Is Bettervkpeak 20230730int32-scalarNVIDIA TITAN X9001800270036004500SE +/- 19.62, N = 34174.78

vkpeak

int32-vec4

OpenBenchmarking.orgGIOPS, More Is Bettervkpeak 20230730int32-vec4NVIDIA TITAN X8001600240032004000SE +/- 9.29, N = 33863.87

RealSR-NCNN

Scale: 4x - TAA: No

OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: NoNVIDIA TITAN X48121620SE +/- 0.16, N = 314.79

RealSR-NCNN

Scale: 4x - TAA: Yes

OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: YesNVIDIA TITAN X20406080100SE +/- 0.15, N = 386.66

Waifu2x-NCNN Vulkan

Scale: 2x - Denoise: 3 - TAA: No

OpenBenchmarking.orgSeconds, Fewer Is BetterWaifu2x-NCNN Vulkan 20200818Scale: 2x - Denoise: 3 - TAA: NoNVIDIA TITAN X0.48020.96041.44061.92082.401SE +/- 0.006, N = 32.134

Waifu2x-NCNN Vulkan

Scale: 2x - Denoise: 3 - TAA: Yes

OpenBenchmarking.orgSeconds, Fewer Is BetterWaifu2x-NCNN Vulkan 20200818Scale: 2x - Denoise: 3 - TAA: YesNVIDIA TITAN X246810SE +/- 0.012, N = 36.060

VkResample

Upscale: 2x - Precision: Double

OpenBenchmarking.orgms, Fewer Is BetterVkResample 1.0Upscale: 2x - Precision: DoubleNVIDIA TITAN X110220330440550SE +/- 0.00, N = 3500.001. (CXX) g++ options: -O3

VkResample

Upscale: 2x - Precision: Single

OpenBenchmarking.orgms, Fewer Is BetterVkResample 1.0Upscale: 2x - Precision: SingleNVIDIA TITAN X612182430SE +/- 0.02, N = 323.411. (CXX) g++ options: -O3

Quake II RTX

Resolution: 1920 x 1080 - Global Illumination: Low - Denoiser: On - Ray Tracing API: VK_KHR_ray_query

OpenBenchmarking.orgFrames Per Second, More Is BetterQuake II RTX 1.6Resolution: 1920 x 1080 - Global Illumination: Low - Denoiser: On - Ray Tracing API: VK_KHR_ray_queryNVIDIA TITAN X3691215SE +/- 0.10, N = 312.09

Quake II RTX

Resolution: 1920 x 1080 - Global Illumination: Off - Denoiser: On - Ray Tracing API: VK_KHR_ray_query

OpenBenchmarking.orgFrames Per Second, More Is BetterQuake II RTX 1.6Resolution: 1920 x 1080 - Global Illumination: Off - Denoiser: On - Ray Tracing API: VK_KHR_ray_queryNVIDIA TITAN X510152025SE +/- 0.10, N = 321.34

Quake II RTX

Resolution: 1920 x 1080 - Global Illumination: High - Denoiser: On - Ray Tracing API: VK_KHR_ray_query

OpenBenchmarking.orgFrames Per Second, More Is BetterQuake II RTX 1.6Resolution: 1920 x 1080 - Global Illumination: High - Denoiser: On - Ray Tracing API: VK_KHR_ray_queryNVIDIA TITAN X246810SE +/- 0.011026, N = 36.957777

Quake II RTX

Resolution: 1920 x 1080 - Global Illumination: Low - Denoiser: Off - Ray Tracing API: VK_KHR_ray_query

OpenBenchmarking.orgFrames Per Second, More Is BetterQuake II RTX 1.6Resolution: 1920 x 1080 - Global Illumination: Low - Denoiser: Off - Ray Tracing API: VK_KHR_ray_queryNVIDIA TITAN X3691215SE +/- 0.03, N = 313.58

Quake II RTX

Resolution: 1920 x 1080 - Global Illumination: Low - Denoiser: On - Ray Tracing API: VK_NV_ray_tracing

OpenBenchmarking.orgFrames Per Second, More Is BetterQuake II RTX 1.6Resolution: 1920 x 1080 - Global Illumination: Low - Denoiser: On - Ray Tracing API: VK_NV_ray_tracingNVIDIA TITAN X3691215SE +/- 0.04, N = 312.02

Quake II RTX

Resolution: 1920 x 1080 - Global Illumination: Off - Denoiser: Off - Ray Tracing API: VK_KHR_ray_query

OpenBenchmarking.orgFrames Per Second, More Is BetterQuake II RTX 1.6Resolution: 1920 x 1080 - Global Illumination: Off - Denoiser: Off - Ray Tracing API: VK_KHR_ray_queryNVIDIA TITAN X612182430SE +/- 0.04, N = 325.71

Quake II RTX

Resolution: 1920 x 1080 - Global Illumination: Off - Denoiser: On - Ray Tracing API: VK_NV_ray_tracing

OpenBenchmarking.orgFrames Per Second, More Is BetterQuake II RTX 1.6Resolution: 1920 x 1080 - Global Illumination: Off - Denoiser: On - Ray Tracing API: VK_NV_ray_tracingNVIDIA TITAN X510152025SE +/- 0.18, N = 321.30

Quake II RTX

Resolution: 1920 x 1080 - Global Illumination: High - Denoiser: Off - Ray Tracing API: VK_KHR_ray_query

OpenBenchmarking.orgFrames Per Second, More Is BetterQuake II RTX 1.6Resolution: 1920 x 1080 - Global Illumination: High - Denoiser: Off - Ray Tracing API: VK_KHR_ray_queryNVIDIA TITAN X246810SE +/- 0.009816, N = 37.839150

Quake II RTX

Resolution: 1920 x 1080 - Global Illumination: High - Denoiser: On - Ray Tracing API: VK_NV_ray_tracing

OpenBenchmarking.orgFrames Per Second, More Is BetterQuake II RTX 1.6Resolution: 1920 x 1080 - Global Illumination: High - Denoiser: On - Ray Tracing API: VK_NV_ray_tracingNVIDIA TITAN X246810SE +/- 0.012755, N = 36.953802

Quake II RTX

Resolution: 1920 x 1080 - Global Illumination: Low - Denoiser: Off - Ray Tracing API: VK_NV_ray_tracing

OpenBenchmarking.orgFrames Per Second, More Is BetterQuake II RTX 1.6Resolution: 1920 x 1080 - Global Illumination: Low - Denoiser: Off - Ray Tracing API: VK_NV_ray_tracingNVIDIA TITAN X3691215SE +/- 0.02, N = 313.56

Quake II RTX

Resolution: 1920 x 1080 - Global Illumination: Off - Denoiser: Off - Ray Tracing API: VK_NV_ray_tracing

OpenBenchmarking.orgFrames Per Second, More Is BetterQuake II RTX 1.6Resolution: 1920 x 1080 - Global Illumination: Off - Denoiser: Off - Ray Tracing API: VK_NV_ray_tracingNVIDIA TITAN X612182430SE +/- 0.04, N = 325.69

Quake II RTX

Resolution: 1920 x 1080 - Global Illumination: High - Denoiser: Off - Ray Tracing API: VK_NV_ray_tracing

OpenBenchmarking.orgFrames Per Second, More Is BetterQuake II RTX 1.6Resolution: 1920 x 1080 - Global Illumination: High - Denoiser: Off - Ray Tracing API: VK_NV_ray_tracingNVIDIA TITAN X246810SE +/- 0.008057, N = 37.847071

Quake II RTX

Resolution: 1920 x 1080 - Global Illumination: Medium - Denoiser: On - Ray Tracing API: VK_KHR_ray_query

OpenBenchmarking.orgFrames Per Second, More Is BetterQuake II RTX 1.6Resolution: 1920 x 1080 - Global Illumination: Medium - Denoiser: On - Ray Tracing API: VK_KHR_ray_queryNVIDIA TITAN X246810SE +/- 0.018570, N = 38.377078

Quake II RTX

Resolution: 1920 x 1080 - Global Illumination: Medium - Denoiser: Off - Ray Tracing API: VK_KHR_ray_query

OpenBenchmarking.orgFrames Per Second, More Is BetterQuake II RTX 1.6Resolution: 1920 x 1080 - Global Illumination: Medium - Denoiser: Off - Ray Tracing API: VK_KHR_ray_queryNVIDIA TITAN X3691215SE +/- 0.014267, N = 39.647278

Quake II RTX

Resolution: 1920 x 1080 - Global Illumination: Medium - Denoiser: On - Ray Tracing API: VK_NV_ray_tracing

OpenBenchmarking.orgFrames Per Second, More Is BetterQuake II RTX 1.6Resolution: 1920 x 1080 - Global Illumination: Medium - Denoiser: On - Ray Tracing API: VK_NV_ray_tracingNVIDIA TITAN X246810SE +/- 0.015196, N = 38.368459

Quake II RTX

Resolution: 1920 x 1080 - Global Illumination: Medium - Denoiser: Off - Ray Tracing API: VK_NV_ray_tracing

OpenBenchmarking.orgFrames Per Second, More Is BetterQuake II RTX 1.6Resolution: 1920 x 1080 - Global Illumination: Medium - Denoiser: Off - Ray Tracing API: VK_NV_ray_tracingNVIDIA TITAN X3691215SE +/- 0.017843, N = 39.651876

Quake II RTX

Resolution: 1920 x 1080 - Global Illumination: Low - Denoiser: On - Ray Tracing API: VK_KHR_ray_tracing_pipeline

OpenBenchmarking.orgFrames Per Second, More Is BetterQuake II RTX 1.6Resolution: 1920 x 1080 - Global Illumination: Low - Denoiser: On - Ray Tracing API: VK_KHR_ray_tracing_pipelineNVIDIA TITAN X3691215SE +/- 0.07, N = 312.04

Quake II RTX

Resolution: 1920 x 1080 - Global Illumination: Off - Denoiser: On - Ray Tracing API: VK_KHR_ray_tracing_pipeline

OpenBenchmarking.orgFrames Per Second, More Is BetterQuake II RTX 1.6Resolution: 1920 x 1080 - Global Illumination: Off - Denoiser: On - Ray Tracing API: VK_KHR_ray_tracing_pipelineNVIDIA TITAN X510152025SE +/- 0.14, N = 321.20

Quake II RTX

Resolution: 1920 x 1080 - Global Illumination: High - Denoiser: On - Ray Tracing API: VK_KHR_ray_tracing_pipeline

OpenBenchmarking.orgFrames Per Second, More Is BetterQuake II RTX 1.6Resolution: 1920 x 1080 - Global Illumination: High - Denoiser: On - Ray Tracing API: VK_KHR_ray_tracing_pipelineNVIDIA TITAN X246810SE +/- 0.014367, N = 36.938776

Quake II RTX

Resolution: 1920 x 1080 - Global Illumination: Low - Denoiser: Off - Ray Tracing API: VK_KHR_ray_tracing_pipeline

OpenBenchmarking.orgFrames Per Second, More Is BetterQuake II RTX 1.6Resolution: 1920 x 1080 - Global Illumination: Low - Denoiser: Off - Ray Tracing API: VK_KHR_ray_tracing_pipelineNVIDIA TITAN X3691215SE +/- 0.03, N = 313.53

Quake II RTX

Resolution: 1920 x 1080 - Global Illumination: Off - Denoiser: Off - Ray Tracing API: VK_KHR_ray_tracing_pipeline

OpenBenchmarking.orgFrames Per Second, More Is BetterQuake II RTX 1.6Resolution: 1920 x 1080 - Global Illumination: Off - Denoiser: Off - Ray Tracing API: VK_KHR_ray_tracing_pipelineNVIDIA TITAN X612182430SE +/- 0.06, N = 325.64

Quake II RTX

Resolution: 1920 x 1080 - Global Illumination: High - Denoiser: Off - Ray Tracing API: VK_KHR_ray_tracing_pipeline

OpenBenchmarking.orgFrames Per Second, More Is BetterQuake II RTX 1.6Resolution: 1920 x 1080 - Global Illumination: High - Denoiser: Off - Ray Tracing API: VK_KHR_ray_tracing_pipelineNVIDIA TITAN X246810SE +/- 0.001473, N = 37.793042

Quake II RTX

Resolution: 1920 x 1080 - Global Illumination: Medium - Denoiser: On - Ray Tracing API: VK_KHR_ray_tracing_pipeline

OpenBenchmarking.orgFrames Per Second, More Is BetterQuake II RTX 1.6Resolution: 1920 x 1080 - Global Illumination: Medium - Denoiser: On - Ray Tracing API: VK_KHR_ray_tracing_pipelineNVIDIA TITAN X246810SE +/- 0.018468, N = 38.328685

Quake II RTX

Resolution: 1920 x 1080 - Global Illumination: Medium - Denoiser: Off - Ray Tracing API: VK_KHR_ray_tracing_pipeline

OpenBenchmarking.orgFrames Per Second, More Is BetterQuake II RTX 1.6Resolution: 1920 x 1080 - Global Illumination: Medium - Denoiser: Off - Ray Tracing API: VK_KHR_ray_tracing_pipelineNVIDIA TITAN X3691215SE +/- 0.016689, N = 39.629382

GeeXLab Vulkan Ray-Tracing Demo

Resolution: 3840 x 2160

OpenBenchmarking.orgFPS, More Is BetterGeeXLab Vulkan Ray-Tracing Demo 2021.2.18.0Resolution: 3840 x 2160NVIDIA TITAN X246810SE +/- 0.03, N = 37.6

NCNN

Target: Vulkan GPU - Model: mobilenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: mobilenetNVIDIA TITAN X612182430SE +/- 0.29, N = 326.78MIN: 14 / MAX: 69.161. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2NVIDIA TITAN X48121620SE +/- 2.54, N = 314.32MIN: 5.09 / MAX: 89.061. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3NVIDIA TITAN X3691215SE +/- 1.76, N = 312.40MIN: 4.9 / MAX: 78.871. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: shufflenet-v2

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: shufflenet-v2NVIDIA TITAN X3691215SE +/- 1.34, N = 312.83MIN: 5.55 / MAX: 75.691. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: mnasnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: mnasnetNVIDIA TITAN X3691215SE +/- 1.19, N = 311.04MIN: 4.7 / MAX: 72.011. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: efficientnet-b0

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: efficientnet-b0NVIDIA TITAN X48121620SE +/- 1.81, N = 317.92MIN: 7.51 / MAX: 77.691. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: blazeface

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: blazefaceNVIDIA TITAN X1.0712.1423.2134.2845.355SE +/- 0.22, N = 34.76MIN: 2.28 / MAX: 61.021. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: googlenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: googlenetNVIDIA TITAN X612182430SE +/- 0.41, N = 324.92MIN: 12.85 / MAX: 77.811. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: vgg16

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: vgg16NVIDIA TITAN X20406080100SE +/- 2.06, N = 374.98MIN: 34.79 / MAX: 123.011. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: resnet18

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: resnet18NVIDIA TITAN X48121620SE +/- 0.66, N = 316.73MIN: 9.62 / MAX: 65.321. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: alexnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: alexnetNVIDIA TITAN X48121620SE +/- 0.78, N = 315.20MIN: 8.47 / MAX: 64.261. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: resnet50

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: resnet50NVIDIA TITAN X1020304050SE +/- 0.29, N = 345.00MIN: 17.25 / MAX: 90.941. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: yolov4-tiny

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: yolov4-tinyNVIDIA TITAN X1122334455SE +/- 0.34, N = 346.51MIN: 24.23 / MAX: 82.261. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: squeezenet_ssd

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: squeezenet_ssdNVIDIA TITAN X816243240SE +/- 0.58, N = 336.01MIN: 13.42 / MAX: 91.351. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: regnety_400m

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: regnety_400mNVIDIA TITAN X1020304050SE +/- 3.15, N = 345.81MIN: 21.16 / MAX: 92.721. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: vision_transformer

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: vision_transformerNVIDIA TITAN X4080120160200SE +/- 0.85, N = 3163.36MIN: 122.9 / MAX: 226.441. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

NCNN

Target: Vulkan GPU - Model: FastestDet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: FastestDetNVIDIA TITAN X48121620SE +/- 0.09, N = 315.09MIN: 6.81 / MAX: 72.161. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Phoronix Test Suite v10.8.4