res.txt

docker testing on Ubuntu 20.04.6 LTS via the Phoronix Test Suite.

HTML result view exported from: https://openbenchmarking.org/result/2402013-NE-RESTXT64559.

res.txtProcessorMotherboardMemoryDiskGraphicsAudioMonitorOSKernelDesktopDisplay ServerDisplay DriverOpenGLVulkanCompilerFile-SystemScreen ResolutionSystem Layerllvmpipe - Intel Core i7-12700HNVIDIA GeForce RTX 3050 Ti Laptop GPUIntel Core i7-12700H @ 4.60GHz (14 Cores / 20 Threads)NB02 PHxARX1_PHxAQF1 (N.1.04A03 BIOS)64GB2000GB Samsung SSD 980 PRO 2TBllvmpipeRealtek ALC256U28E590Ubuntu 20.04.6 LTS6.5.0-15-generic (x86_64)MATEX Server 1.21.1.7NVIDIA4.5 Mesa 21.2.6 (LLVM 12.0.0 256 bits)1.2.182GCC 9.4.0 + CUDA 12.0ext43840x2160dockerNVIDIA GeForce RTX 3050 Ti Laptop GPU 4GBOpenBenchmarking.orgKernel Details- Transparent Huge Pages: madviseEnvironment Details- NVM_CD_FLAGS=-qCompiler Details- --build=x86_64-linux-gnu --disable-vtable-verify --disable-werror --enable-checking=release --enable-clocale=gnu --enable-default-pie --enable-gnu-unique-object --enable-languages=c,ada,c++,go,brig,d,fortran,objc,obj-c++,gm2 --enable-libstdcxx-debug --enable-libstdcxx-time=yes --enable-multiarch --enable-multilib --enable-nls --enable-objc-gc=auto --enable-offload-targets=nvptx-none=/build/gcc-9-9QDOt0/gcc-9-9.4.0/debian/tmp-nvptx/usr,hsa --enable-plugin --enable-shared --enable-threads=posix --host=x86_64-linux-gnu --program-prefix=x86_64-linux-gnu- --target=x86_64-linux-gnu --with-abi=m64 --with-arch-32=i686 --with-default-libstdcxx-abi=new --with-gcc-major-version-only --with-multilib-list=m32,m64,mx32 --with-target-system-zlib=auto --with-tune=generic --without-cuda-driver -v Processor Details- Scaling Governor: intel_pstate powersave (EPP: balance_performance) - CPU Microcode: 0x430Vbios Version Details- llvmpipe - Intel Core i7-12700H: 94.07.52.00.8ePython Details- Python 3.8.10Security Details- gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + 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 Enhanced / Automatic IBRS IBPB: conditional RSB filling PBRSB-eIBRS: SW sequence + srbds: Not affected + tsx_async_abort: Not affected Graphics Details- NVIDIA GeForce RTX 3050 Ti Laptop GPU: BAR1 / Visible vRAM Size: 4096 MiB - vBIOS Version: 94.07.52.00.8e

res.txtvkpeak: fp32-scalarvkpeak: fp32-vec4vkpeak: fp16-scalarvkpeak: fp16-vec4vkpeak: int32-scalarvkpeak: int32-vec4vkpeak: int16-scalarvkpeak: int16-vec4realsr-ncnn: 4x - Norealsr-ncnn: 4x - Yeswaifu2x-ncnn: 2x - 3 - Nowaifu2x-ncnn: 2x - 3 - Yeshashcat: MD5hashcat: SHA1hashcat: 7-Ziphashcat: SHA-512hashcat: TrueCrypt RIPEMD160 + XTSmixbench: NVIDIA CUDA - Integermixbench: NVIDIA CUDA - Half Precisionmixbench: NVIDIA CUDA - Double Precisionmixbench: NVIDIA CUDA - Single Precisionnamd-cuda: ATPase Simulation - 327,506 Atomsbetsy: ETC1 - Highestbetsy: ETC2 RGB - Highestvkresample: 2x - Singleluxcorerender: DLSC - GPUluxcorerender: Danish Mood - GPUluxcorerender: Orange Juice - GPUluxcorerender: LuxCore Benchmark - GPUluxcorerender: Rainbow Colors and Prism - GPUviennacl: CPU BLAS - sCOPYviennacl: CPU BLAS - sAXPYviennacl: CPU BLAS - sDOTviennacl: CPU BLAS - dCOPYviennacl: CPU BLAS - dAXPYviennacl: CPU BLAS - dDOTviennacl: CPU BLAS - dGEMV-Nviennacl: CPU BLAS - dGEMV-Tviennacl: CPU BLAS - dGEMM-NNviennacl: CPU BLAS - dGEMM-NTviennacl: CPU BLAS - dGEMM-TNviennacl: CPU BLAS - dGEMM-TTncnn: 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 - FastestDetneatbench: GPUllvmpipe - Intel Core i7-12700HNVIDIA GeForce RTX 3050 Ti Laptop GPU878.311366.622030.242828.13403.31428.32789.83864.2298.217675.8515.04832.4391263100000042146333331845006015666671544333852.668650.27116.518315.170.32841197.655197.168100.0113.110.813.391.358.6238.643.945.532.940.642.132.636.114.816.016.616.924.897.996.987.027.3613.152.2321.3570.6815.0211.1836.4439.8118.4419.70268.298.893050OpenBenchmarking.org

vkpeak

fp32-scalar

OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20230730fp32-scalarNVIDIA GeForce RTX 3050 Ti Laptop GPU2004006008001000SE +/- 5.94, N = 3878.31

vkpeak

fp32-vec4

OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20230730fp32-vec4NVIDIA GeForce RTX 3050 Ti Laptop GPU30060090012001500SE +/- 7.21, N = 31366.62

vkpeak

fp16-scalar

OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20230730fp16-scalarNVIDIA GeForce RTX 3050 Ti Laptop GPU400800120016002000SE +/- 10.30, N = 32030.24

vkpeak

fp16-vec4

OpenBenchmarking.orgGFLOPS, More Is Bettervkpeak 20230730fp16-vec4NVIDIA GeForce RTX 3050 Ti Laptop GPU6001200180024003000SE +/- 9.65, N = 32828.13

vkpeak

int32-scalar

OpenBenchmarking.orgGIOPS, More Is Bettervkpeak 20230730int32-scalarNVIDIA GeForce RTX 3050 Ti Laptop GPU90180270360450SE +/- 1.25, N = 3403.31

vkpeak

int32-vec4

OpenBenchmarking.orgGIOPS, More Is Bettervkpeak 20230730int32-vec4NVIDIA GeForce RTX 3050 Ti Laptop GPU90180270360450SE +/- 1.43, N = 3428.32

vkpeak

int16-scalar

OpenBenchmarking.orgGIOPS, More Is Bettervkpeak 20230730int16-scalarNVIDIA GeForce RTX 3050 Ti Laptop GPU2004006008001000SE +/- 3.86, N = 3789.83

vkpeak

int16-vec4

OpenBenchmarking.orgGIOPS, More Is Bettervkpeak 20230730int16-vec4NVIDIA GeForce RTX 3050 Ti Laptop GPU2004006008001000SE +/- 1.04, N = 3864.22

RealSR-NCNN

Scale: 4x - TAA: No

OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: NoNVIDIA GeForce RTX 3050 Ti Laptop GPU20406080100SE +/- 2.11, N = 1598.22

RealSR-NCNN

Scale: 4x - TAA: Yes

OpenBenchmarking.orgSeconds, Fewer Is BetterRealSR-NCNN 20200818Scale: 4x - TAA: YesNVIDIA GeForce RTX 3050 Ti Laptop GPU150300450600750SE +/- 0.25, N = 3675.85

Waifu2x-NCNN Vulkan

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

OpenBenchmarking.orgSeconds, Fewer Is BetterWaifu2x-NCNN Vulkan 20200818Scale: 2x - Denoise: 3 - TAA: NoNVIDIA GeForce RTX 3050 Ti Laptop GPU1.13582.27163.40744.54325.679SE +/- 0.057, N = 155.048

Waifu2x-NCNN Vulkan

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

OpenBenchmarking.orgSeconds, Fewer Is BetterWaifu2x-NCNN Vulkan 20200818Scale: 2x - Denoise: 3 - TAA: YesNVIDIA GeForce RTX 3050 Ti Laptop GPU816243240SE +/- 0.15, N = 332.44

Hashcat

Benchmark: MD5

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.2.4Benchmark: MD5NVIDIA GeForce RTX 3050 Ti Laptop GPU3000M6000M9000M12000M15000MSE +/- 38314096.62, N = 312631000000

Hashcat

Benchmark: SHA1

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.2.4Benchmark: SHA1NVIDIA GeForce RTX 3050 Ti Laptop GPU900M1800M2700M3600M4500MSE +/- 5139498.46, N = 34214633333

Hashcat

Benchmark: 7-Zip

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.2.4Benchmark: 7-ZipNVIDIA GeForce RTX 3050 Ti Laptop GPU40K80K120K160K200KSE +/- 208.17, N = 3184500

Hashcat

Benchmark: SHA-512

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.2.4Benchmark: SHA-512NVIDIA GeForce RTX 3050 Ti Laptop GPU130M260M390M520M650MSE +/- 466666.67, N = 3601566667

Hashcat

Benchmark: TrueCrypt RIPEMD160 + XTS

OpenBenchmarking.orgH/s, More Is BetterHashcat 6.2.4Benchmark: TrueCrypt RIPEMD160 + XTSNVIDIA GeForce RTX 3050 Ti Laptop GPU30K60K90K120K150KSE +/- 260.34, N = 3154433

Mixbench

Backend: NVIDIA CUDA - Benchmark: Integer

OpenBenchmarking.orgGIOPS, More Is BetterMixbench 2020-06-23Backend: NVIDIA CUDA - Benchmark: IntegerNVIDIA GeForce RTX 3050 Ti Laptop GPU8001600240032004000SE +/- 0.25, N = 33852.661. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

Mixbench

Backend: NVIDIA CUDA - Benchmark: Half Precision

OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2020-06-23Backend: NVIDIA CUDA - Benchmark: Half PrecisionNVIDIA GeForce RTX 3050 Ti Laptop GPU2K4K6K8K10KSE +/- 5.11, N = 38650.271. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

Mixbench

Backend: NVIDIA CUDA - Benchmark: Double Precision

OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2020-06-23Backend: NVIDIA CUDA - Benchmark: Double PrecisionNVIDIA GeForce RTX 3050 Ti Laptop GPU306090120150SE +/- 0.08, N = 3116.511. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

Mixbench

Backend: NVIDIA CUDA - Benchmark: Single Precision

OpenBenchmarking.orgGFLOPS, More Is BetterMixbench 2020-06-23Backend: NVIDIA CUDA - Benchmark: Single PrecisionNVIDIA GeForce RTX 3050 Ti Laptop GPU2K4K6K8K10KSE +/- 2.87, N = 38315.171. (CXX) g++ options: -lm -lstdc++ -lOpenCL -lrt -O2

NAMD CUDA

ATPase Simulation - 327,506 Atoms

OpenBenchmarking.orgdays/ns, Fewer Is BetterNAMD CUDA 2.14ATPase Simulation - 327,506 AtomsNVIDIA GeForce RTX 3050 Ti Laptop GPU0.07390.14780.22170.29560.3695SE +/- 0.00314, N = 30.32841

Betsy GPU Compressor

Codec: ETC1 - Quality: Highest

OpenBenchmarking.orgSeconds, Fewer Is BetterBetsy GPU Compressor 1.1 BetaCodec: ETC1 - Quality: HighestNVIDIA GeForce RTX 3050 Ti Laptop GPU4080120160200SE +/- 0.95, N = 3197.66

Betsy GPU Compressor

Codec: ETC2 RGB - Quality: Highest

OpenBenchmarking.orgSeconds, Fewer Is BetterBetsy GPU Compressor 1.1 BetaCodec: ETC2 RGB - Quality: HighestNVIDIA GeForce RTX 3050 Ti Laptop GPU4080120160200SE +/- 0.28, N = 3197.17

VkResample

Upscale: 2x - Precision: Single

OpenBenchmarking.orgms, Fewer Is BetterVkResample 1.0Upscale: 2x - Precision: SingleNVIDIA GeForce RTX 3050 Ti Laptop GPU20406080100SE +/- 0.00, N = 3100.011. (CXX) g++ options: -O3 -pthread

LuxCoreRender

Scene: DLSC - Acceleration: GPU

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.6Scene: DLSC - Acceleration: GPUNVIDIA GeForce RTX 3050 Ti Laptop GPU0.69981.39962.09942.79923.499SE +/- 0.03, N = 33.11MIN: 2.66 / MAX: 3.31

LuxCoreRender

Scene: Danish Mood - Acceleration: GPU

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.6Scene: Danish Mood - Acceleration: GPUNVIDIA GeForce RTX 3050 Ti Laptop GPU0.18230.36460.54690.72920.9115SE +/- 0.02, N = 150.81MIN: 0.14 / MAX: 1.45

LuxCoreRender

Scene: Orange Juice - Acceleration: GPU

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.6Scene: Orange Juice - Acceleration: GPUNVIDIA GeForce RTX 3050 Ti Laptop GPU0.76281.52562.28843.05123.814SE +/- 0.01, N = 33.39MIN: 1.88 / MAX: 3.71

LuxCoreRender

Scene: LuxCore Benchmark - Acceleration: GPU

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.6Scene: LuxCore Benchmark - Acceleration: GPUNVIDIA GeForce RTX 3050 Ti Laptop GPU0.30380.60760.91141.21521.519SE +/- 0.02, N = 31.35MIN: 0.2 / MAX: 2.03

LuxCoreRender

Scene: Rainbow Colors and Prism - Acceleration: GPU

OpenBenchmarking.orgM samples/sec, More Is BetterLuxCoreRender 2.6Scene: Rainbow Colors and Prism - Acceleration: GPUNVIDIA GeForce RTX 3050 Ti Laptop GPU246810SE +/- 0.01, N = 38.62MIN: 7.86 / MAX: 9.05

ViennaCL

Test: CPU BLAS - sCOPY

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - sCOPYNVIDIA GeForce RTX 3050 Ti Laptop GPU918273645SE +/- 0.07, N = 338.61. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

ViennaCL

Test: CPU BLAS - sAXPY

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - sAXPYNVIDIA GeForce RTX 3050 Ti Laptop GPU1020304050SE +/- 0.19, N = 343.91. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

ViennaCL

Test: CPU BLAS - sDOT

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - sDOTNVIDIA GeForce RTX 3050 Ti Laptop GPU1020304050SE +/- 0.09, N = 345.51. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

ViennaCL

Test: CPU BLAS - dCOPY

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - dCOPYNVIDIA GeForce RTX 3050 Ti Laptop GPU816243240SE +/- 0.03, N = 332.91. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

ViennaCL

Test: CPU BLAS - dAXPY

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - dAXPYNVIDIA GeForce RTX 3050 Ti Laptop GPU918273645SE +/- 0.03, N = 340.61. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

ViennaCL

Test: CPU BLAS - dDOT

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - dDOTNVIDIA GeForce RTX 3050 Ti Laptop GPU1020304050SE +/- 0.13, N = 342.11. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

ViennaCL

Test: CPU BLAS - dGEMV-N

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - dGEMV-NNVIDIA GeForce RTX 3050 Ti Laptop GPU816243240SE +/- 0.42, N = 332.61. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

ViennaCL

Test: CPU BLAS - dGEMV-T

OpenBenchmarking.orgGB/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - dGEMV-TNVIDIA GeForce RTX 3050 Ti Laptop GPU816243240SE +/- 0.03, N = 336.11. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

ViennaCL

Test: CPU BLAS - dGEMM-NN

OpenBenchmarking.orgGFLOPs/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - dGEMM-NNNVIDIA GeForce RTX 3050 Ti Laptop GPU48121620SE +/- 0.15, N = 314.81. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

ViennaCL

Test: CPU BLAS - dGEMM-NT

OpenBenchmarking.orgGFLOPs/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - dGEMM-NTNVIDIA GeForce RTX 3050 Ti Laptop GPU48121620SE +/- 0.15, N = 316.01. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

ViennaCL

Test: CPU BLAS - dGEMM-TN

OpenBenchmarking.orgGFLOPs/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - dGEMM-TNNVIDIA GeForce RTX 3050 Ti Laptop GPU48121620SE +/- 0.03, N = 316.61. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

ViennaCL

Test: CPU BLAS - dGEMM-TT

OpenBenchmarking.orgGFLOPs/s, More Is BetterViennaCL 1.7.1Test: CPU BLAS - dGEMM-TTNVIDIA GeForce RTX 3050 Ti Laptop GPU48121620SE +/- 0.07, N = 316.91. (CXX) g++ options: -fopenmp -O3 -rdynamic -lOpenCL

NCNN

Target: Vulkan GPU - Model: mobilenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: mobilenetNVIDIA GeForce RTX 3050 Ti Laptop GPU612182430SE +/- 0.95, N = 1024.89MIN: 21.71 / MAX: 331.41. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

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

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2NVIDIA GeForce RTX 3050 Ti Laptop GPU246810SE +/- 0.38, N = 107.99MIN: 6.13 / MAX: 394.51. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

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

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3NVIDIA GeForce RTX 3050 Ti Laptop GPU246810SE +/- 0.29, N = 106.98MIN: 5.59 / MAX: 143.311. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

Target: Vulkan GPU - Model: shufflenet-v2

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: shufflenet-v2NVIDIA GeForce RTX 3050 Ti Laptop GPU246810SE +/- 0.80, N = 107.02MIN: 5.43 / MAX: 773.111. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

Target: Vulkan GPU - Model: mnasnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: mnasnetNVIDIA GeForce RTX 3050 Ti Laptop GPU246810SE +/- 0.24, N = 107.36MIN: 6.19 / MAX: 23.341. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

Target: Vulkan GPU - Model: efficientnet-b0

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: efficientnet-b0NVIDIA GeForce RTX 3050 Ti Laptop GPU3691215SE +/- 0.34, N = 1013.15MIN: 10.56 / MAX: 559.331. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

Target: Vulkan GPU - Model: blazeface

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: blazefaceNVIDIA GeForce RTX 3050 Ti Laptop GPU0.50181.00361.50542.00722.509SE +/- 0.08, N = 102.23MIN: 1.85 / MAX: 7.291. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

Target: Vulkan GPU - Model: googlenet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: googlenetNVIDIA GeForce RTX 3050 Ti Laptop GPU510152025SE +/- 0.65, N = 1021.35MIN: 16.37 / MAX: 528.281. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

Target: Vulkan GPU - Model: vgg16

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: vgg16NVIDIA GeForce RTX 3050 Ti Laptop GPU1632486480SE +/- 1.25, N = 1070.68MIN: 59.16 / MAX: 442.081. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

Target: Vulkan GPU - Model: resnet18

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: resnet18NVIDIA GeForce RTX 3050 Ti Laptop GPU48121620SE +/- 0.21, N = 1015.02MIN: 13.79 / MAX: 29.481. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

Target: Vulkan GPU - Model: alexnet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: alexnetNVIDIA GeForce RTX 3050 Ti Laptop GPU3691215SE +/- 0.21, N = 1011.18MIN: 9.87 / MAX: 36.031. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

Target: Vulkan GPU - Model: resnet50

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: resnet50NVIDIA GeForce RTX 3050 Ti Laptop GPU816243240SE +/- 0.96, N = 1036.44MIN: 28.52 / MAX: 1816.91. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

Target: Vulkan GPU - Model: yolov4-tiny

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: yolov4-tinyNVIDIA GeForce RTX 3050 Ti Laptop GPU918273645SE +/- 1.43, N = 1039.81MIN: 33.93 / MAX: 517.471. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

Target: Vulkan GPU - Model: squeezenet_ssd

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: squeezenet_ssdNVIDIA GeForce RTX 3050 Ti Laptop GPU510152025SE +/- 1.02, N = 1018.44MIN: 14.2 / MAX: 594.791. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

Target: Vulkan GPU - Model: regnety_400m

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: regnety_400mNVIDIA GeForce RTX 3050 Ti Laptop GPU510152025SE +/- 1.50, N = 1019.70MIN: 16.31 / MAX: 520.411. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

Target: Vulkan GPU - Model: vision_transformer

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: vision_transformerNVIDIA GeForce RTX 3050 Ti Laptop GPU60120180240300SE +/- 6.43, N = 10268.29MIN: 230.75 / MAX: 1627.551. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NCNN

Target: Vulkan GPU - Model: FastestDet

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20230517Target: Vulkan GPU - Model: FastestDetNVIDIA GeForce RTX 3050 Ti Laptop GPU246810SE +/- 1.06, N = 108.89MIN: 6.69 / MAX: 1023.581. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread -pthread

NeatBench

Acceleration: GPU

OpenBenchmarking.orgFPS, More Is BetterNeatBench 5Acceleration: GPUNVIDIA GeForce RTX 3050 Ti Laptop GPU70014002100280035003050

Phoronix Test Suite v10.8.4