NCNN Laptop

Intel Core i7-8565U testing with a Dell 0KTW76 (1.0.0 BIOS) and Intel UHD 620 3GB 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 2009248-PTS-NCNNLAPT77
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Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW76
September 24 2020
  9 Hours, 53 Minutes
2
September 24 2020
  9 Hours, 39 Minutes
3
September 24 2020
  9 Hours, 40 Minutes
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  9 Hours, 44 Minutes

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Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW76

Compiler Notes: --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,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 Notes: Scaling Governor: intel_pstate powersave - CPU Microcode: 0xd6
Security Notes: itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Not affected + mds: Mitigation of Clear buffers; SMT vulnerable + 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 Full generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + srbds: Mitigation of Microcode + tsx_async_abort: Not affected

2

3

Processor: Intel Core i7-8565U @ 4.60GHz (4 Cores / 8 Threads), Motherboard: Dell 0KTW76 (1.0.0 BIOS), Chipset: Intel Cannon Point-LP, Memory: 16GB, Disk: PC401 NVMe SK hynix 256GB, Graphics: Intel UHD 620 3GB (1150MHz), Audio: Realtek ALC3271, Network: Qualcomm Atheros QCA6174 802.11ac

OS: Ubuntu 20.04, Kernel: 5.4.0-47-generic (x86_64), Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, Display Driver: modesetting 1.20.8, OpenGL: 4.6 Mesa 20.0.4, OpenCL: OpenCL 2.1, Vulkan: 1.2.131, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 1920x1080

NCNN LaptopProcessorMotherboardChipsetMemoryDiskGraphicsAudioNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLOpenCLVulkanCompilerFile-SystemScreen ResolutionIntel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW7623Intel Core i7-8565U @ 4.60GHz (4 Cores / 8 Threads)Dell 0KTW76 (1.0.0 BIOS)Intel Cannon Point-LP16GBPC401 NVMe SK hynix 256GBIntel UHD 620 3GB (1150MHz)Realtek ALC3271Qualcomm Atheros QCA6174 802.11acUbuntu 20.045.4.0-47-generic (x86_64)GNOME Shell 3.36.4X Server 1.20.8modesetting 1.20.84.6 Mesa 20.0.4OpenCL 2.11.2.131GCC 9.3.0ext41920x1080OpenBenchmarking.orgCompiler 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,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 - CPU Microcode: 0xd6Security Details- itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Not affected + mds: Mitigation of Clear buffers; SMT vulnerable + 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 Full generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + srbds: Mitigation of Microcode + tsx_async_abort: Not affected

Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW7623Result OverviewPhoronix Test Suite100%103%106%110%113%NCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNNCNNVulkan GPU - googlenetVulkan GPU - resnet18Vulkan GPU - squeezenetVulkan GPU - vgg16Vulkan GPU - resnet50CPU - squeezenetCPU - vgg16CPU - shufflenet-v2CPU - resnet18CPU - mnasnetCPU - resnet50CPU - blazefaceCPU - mobilenetCPU-v2-v2 - mobilenet-v2CPU-v3-v3 - mobilenet-v3CPU - googlenetCPU - efficientnet-b0CPU - yolov4-tinyVulkan GPU - alexnetVulkan GPU - mnasnetVulkan GPU-v2-v2 - mobilenet-v2Vulkan GPU - efficientnet-b0Vulkan GPU - blazefaceCPU - alexnetVulkan GPU - yolov4-tinyVulkan GPU - mobilenetVulkan GPU - shufflenet-v2Vulkan GPU-v3-v3 - mobilenet-v3

NCNN Laptopncnn: 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-tinyIntel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW762363.7741.8310.939.166.819.7715.102.8587.18318.7154.9829.77181.2454.7948.32110.2140.3944.1327.2241.8779.417.2964.71310.2940.04107.31169.25153.3159.9639.6410.368.716.429.2614.402.7182.77300.2151.9929.75171.6552.3444.75109.6640.3744.1127.2541.8780.527.3257.64290.7037.44110.40158.89152.5260.3539.8910.458.696.489.2414.452.8682.87300.9051.9829.96172.0252.5344.70109.9439.7344.1027.2340.9880.607.2657.32293.3936.91111.14158.85152.39OpenBenchmarking.org

NCNN

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: squeezenet23Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW761428425670SE +/- 0.18, N = 3SE +/- 0.04, N = 3SE +/- 0.10, N = 359.9660.3563.77MIN: 57.25 / MAX: 74.47MIN: 57.85 / MAX: 91MIN: 62.25 / MAX: 84.241. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: squeezenet23Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW761224364860Min: 59.6 / Avg: 59.96 / Max: 60.14Min: 60.28 / Avg: 60.35 / Max: 60.42Min: 63.58 / Avg: 63.77 / Max: 63.881. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: mobilenet23Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW761020304050SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.18, N = 339.6439.8941.83MIN: 38.52 / MAX: 57.96MIN: 38.75 / MAX: 55.85MIN: 39.85 / MAX: 59.731. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: mobilenet23Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW76918273645Min: 39.59 / Avg: 39.64 / Max: 39.68Min: 39.83 / Avg: 39.89 / Max: 39.94Min: 41.48 / Avg: 41.83 / Max: 42.041. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU-v2-v2 - Model: mobilenet-v223Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW763691215SE +/- 0.00, N = 3SE +/- 0.05, N = 3SE +/- 0.03, N = 310.3610.4510.93MIN: 9.78 / MAX: 14.78MIN: 9.78 / MAX: 15.31MIN: 10.24 / MAX: 29.621. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU-v2-v2 - Model: mobilenet-v223Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW763691215Min: 10.36 / Avg: 10.36 / Max: 10.37Min: 10.37 / Avg: 10.45 / Max: 10.55Min: 10.87 / Avg: 10.93 / Max: 10.961. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU-v3-v3 - Model: mobilenet-v332Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW763691215SE +/- 0.02, N = 3SE +/- 0.06, N = 3SE +/- 0.02, N = 38.698.719.16MIN: 8.48 / MAX: 13.34MIN: 8.44 / MAX: 26.86MIN: 8.72 / MAX: 14.291. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU-v3-v3 - Model: mobilenet-v332Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW763691215Min: 8.66 / Avg: 8.69 / Max: 8.73Min: 8.65 / Avg: 8.71 / Max: 8.82Min: 9.13 / Avg: 9.16 / Max: 9.21. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: shufflenet-v223Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW76246810SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.02, N = 36.426.486.81MIN: 6.35 / MAX: 11.01MIN: 6.37 / MAX: 11.14MIN: 6.6 / MAX: 11.841. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: shufflenet-v223Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW763691215Min: 6.4 / Avg: 6.42 / Max: 6.43Min: 6.45 / Avg: 6.48 / Max: 6.5Min: 6.77 / Avg: 6.81 / Max: 6.841. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: mnasnet32Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW763691215SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 39.249.269.77MIN: 8.87 / MAX: 14.11MIN: 8.87 / MAX: 21.51MIN: 9.15 / MAX: 20.811. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: mnasnet32Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW763691215Min: 9.18 / Avg: 9.24 / Max: 9.29Min: 9.24 / Avg: 9.26 / Max: 9.3Min: 9.68 / Avg: 9.77 / Max: 9.851. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: efficientnet-b023Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW7648121620SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 314.4014.4515.10MIN: 13.87 / MAX: 32.98MIN: 13.88 / MAX: 19.62MIN: 14.59 / MAX: 31.71. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: efficientnet-b023Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW7648121620Min: 14.34 / Avg: 14.4 / Max: 14.44Min: 14.39 / Avg: 14.45 / Max: 14.48Min: 15.04 / Avg: 15.1 / Max: 15.131. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: blazeface2Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW7630.64351.2871.93052.5743.2175SE +/- 0.01, N = 3SE +/- 0.02, N = 3SE +/- 0.05, N = 32.712.852.86MIN: 2.53 / MAX: 6.03MIN: 2.57 / MAX: 7.33MIN: 2.55 / MAX: 20.451. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: blazeface2Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW763246810Min: 2.69 / Avg: 2.71 / Max: 2.73Min: 2.82 / Avg: 2.85 / Max: 2.88Min: 2.77 / Avg: 2.86 / Max: 2.911. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: googlenet23Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW7620406080100SE +/- 0.05, N = 3SE +/- 0.09, N = 3SE +/- 0.04, N = 382.7782.8787.18MIN: 79.66 / MAX: 101.28MIN: 79.91 / MAX: 100.78MIN: 83.44 / MAX: 105.081. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: googlenet23Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW7620406080100Min: 82.71 / Avg: 82.77 / Max: 82.87Min: 82.7 / Avg: 82.87 / Max: 83.01Min: 87.13 / Avg: 87.18 / Max: 87.261. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: vgg1623Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW7670140210280350SE +/- 0.26, N = 3SE +/- 0.53, N = 3SE +/- 0.85, N = 3300.21300.90318.71MIN: 214.03 / MAX: 328.86MIN: 214.06 / MAX: 327.47MIN: 250.09 / MAX: 417.941. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: vgg1623Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW7660120180240300Min: 299.69 / Avg: 300.21 / Max: 300.52Min: 299.85 / Avg: 300.9 / Max: 301.44Min: 317.02 / Avg: 318.71 / Max: 319.611. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: resnet1832Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW761224364860SE +/- 0.09, N = 3SE +/- 0.12, N = 3SE +/- 0.21, N = 351.9851.9954.98MIN: 50.67 / MAX: 68.99MIN: 50.43 / MAX: 72.64MIN: 52.75 / MAX: 102.391. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: resnet1832Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW761122334455Min: 51.87 / Avg: 51.98 / Max: 52.17Min: 51.87 / Avg: 51.99 / Max: 52.23Min: 54.59 / Avg: 54.98 / Max: 55.291. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: alexnet2Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW763714212835SE +/- 0.19, N = 3SE +/- 0.13, N = 3SE +/- 0.05, N = 329.7529.7729.96MIN: 27.51 / MAX: 44.47MIN: 27.99 / MAX: 39.96MIN: 25.69 / MAX: 52.11. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: alexnet2Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW763714212835Min: 29.37 / Avg: 29.75 / Max: 29.94Min: 29.5 / Avg: 29.77 / Max: 29.91Min: 29.89 / Avg: 29.96 / Max: 30.051. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: resnet5023Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW764080120160200SE +/- 0.06, N = 3SE +/- 0.10, N = 3SE +/- 0.37, N = 3171.65172.02181.24MIN: 167.34 / MAX: 191.12MIN: 168.04 / MAX: 198.49MIN: 174.72 / MAX: 203.171. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: resnet5023Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW76306090120150Min: 171.54 / Avg: 171.65 / Max: 171.71Min: 171.85 / Avg: 172.02 / Max: 172.18Min: 180.51 / Avg: 181.24 / Max: 181.621. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: yolov4-tiny23Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW761224364860SE +/- 0.09, N = 3SE +/- 0.05, N = 3SE +/- 0.25, N = 352.3452.5354.79MIN: 50.61 / MAX: 58.42MIN: 50.99 / MAX: 70.35MIN: 53.4 / MAX: 72.11. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: yolov4-tiny23Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW761122334455Min: 52.15 / Avg: 52.34 / Max: 52.44Min: 52.45 / Avg: 52.53 / Max: 52.61Min: 54.31 / Avg: 54.79 / Max: 55.151. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: squeezenet32Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW761122334455SE +/- 0.23, N = 3SE +/- 0.12, N = 3SE +/- 0.07, N = 344.7044.7548.32MIN: 38.73 / MAX: 72.88MIN: 38.86 / MAX: 75.98MIN: 38.42 / MAX: 70.081. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: squeezenet32Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW761020304050Min: 44.36 / Avg: 44.7 / Max: 45.14Min: 44.53 / Avg: 44.75 / Max: 44.93Min: 48.18 / Avg: 48.32 / Max: 48.391. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: mobilenet23Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW7620406080100SE +/- 0.07, N = 3SE +/- 0.19, N = 3SE +/- 0.05, N = 3109.66109.94110.21MIN: 92.15 / MAX: 122.04MIN: 89.84 / MAX: 141.11MIN: 104.36 / MAX: 166.371. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: mobilenet23Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW7620406080100Min: 109.57 / Avg: 109.66 / Max: 109.8Min: 109.72 / Avg: 109.94 / Max: 110.31Min: 110.12 / Avg: 110.21 / Max: 110.291. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU-v2-v2 - Model: mobilenet-v232Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW76918273645SE +/- 0.65, N = 3SE +/- 0.01, N = 3SE +/- 0.08, N = 339.7340.3740.39MIN: 11.8 / MAX: 41.17MIN: 38.25 / MAX: 41.29MIN: 37.9 / MAX: 41.911. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU-v2-v2 - Model: mobilenet-v232Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW76816243240Min: 38.44 / Avg: 39.73 / Max: 40.42Min: 40.35 / Avg: 40.37 / Max: 40.38Min: 40.26 / Avg: 40.39 / Max: 40.541. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU-v3-v3 - Model: mobilenet-v332Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW761020304050SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.04, N = 344.1044.1144.13MIN: 41.73 / MAX: 44.97MIN: 41.5 / MAX: 44.94MIN: 37.05 / MAX: 45.321. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU-v3-v3 - Model: mobilenet-v332Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW76918273645Min: 44.1 / Avg: 44.1 / Max: 44.11Min: 44.1 / Avg: 44.11 / Max: 44.12Min: 44.08 / Avg: 44.13 / Max: 44.211. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: shufflenet-v2Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW7632612182430SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 327.2227.2327.25MIN: 25.28 / MAX: 28.14MIN: 25.24 / MAX: 27.65MIN: 24.48 / MAX: 28.551. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: shufflenet-v2Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW7632612182430Min: 27.21 / Avg: 27.22 / Max: 27.23Min: 27.22 / Avg: 27.23 / Max: 27.24Min: 27.24 / Avg: 27.25 / Max: 27.261. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: mnasnet3Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW7621020304050SE +/- 0.91, N = 3SE +/- 0.03, N = 3SE +/- 0.02, N = 340.9841.8741.87MIN: 12.2 / MAX: 42.87MIN: 39.48 / MAX: 42.65MIN: 35.34 / MAX: 42.71. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: mnasnet3Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW762918273645Min: 39.17 / Avg: 40.98 / Max: 41.92Min: 41.83 / Avg: 41.87 / Max: 41.92Min: 41.83 / Avg: 41.87 / Max: 41.891. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: efficientnet-b0Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW762320406080100SE +/- 1.16, N = 3SE +/- 0.06, N = 3SE +/- 0.04, N = 379.4180.5280.60MIN: 25.07 / MAX: 82.28MIN: 37.32 / MAX: 82.28MIN: 74.2 / MAX: 82.111. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: efficientnet-b0Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW76231530456075Min: 77.1 / Avg: 79.41 / Max: 80.58Min: 80.4 / Avg: 80.52 / Max: 80.6Min: 80.53 / Avg: 80.6 / Max: 80.651. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: blazeface3Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW762246810SE +/- 0.04, N = 3SE +/- 0.00, N = 3SE +/- 0.02, N = 37.267.297.32MIN: 6.93 / MAX: 16.13MIN: 6.94 / MAX: 7.9MIN: 7 / MAX: 14.921. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: blazeface3Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW7623691215Min: 7.21 / Avg: 7.26 / Max: 7.33Min: 7.28 / Avg: 7.29 / Max: 7.29Min: 7.28 / Avg: 7.32 / Max: 7.351. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: googlenet32Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW761428425670SE +/- 0.22, N = 3SE +/- 0.26, N = 3SE +/- 1.77, N = 357.3257.6464.71MIN: 53.4 / MAX: 87.15MIN: 53.44 / MAX: 88.21MIN: 53.65 / MAX: 702.891. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: googlenet32Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW761326395265Min: 57.09 / Avg: 57.32 / Max: 57.76Min: 57.13 / Avg: 57.64 / Max: 57.95Min: 62.68 / Avg: 64.71 / Max: 68.251. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: vgg1623Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW7670140210280350SE +/- 1.00, N = 3SE +/- 0.49, N = 3SE +/- 1.14, N = 3290.70293.39310.29MIN: 206.96 / MAX: 321.26MIN: 208.62 / MAX: 351.9MIN: 209.24 / MAX: 335.011. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: vgg1623Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW7660120180240300Min: 289.09 / Avg: 290.7 / Max: 292.52Min: 292.43 / Avg: 293.39 / Max: 294.08Min: 308.88 / Avg: 310.29 / Max: 312.541. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: resnet1832Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW76918273645SE +/- 0.18, N = 3SE +/- 0.22, N = 3SE +/- 0.28, N = 336.9137.4440.04MIN: 31.01 / MAX: 77.77MIN: 31.04 / MAX: 57.83MIN: 31.42 / MAX: 73.091. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: resnet1832Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW76816243240Min: 36.71 / Avg: 36.91 / Max: 37.26Min: 37 / Avg: 37.44 / Max: 37.73Min: 39.75 / Avg: 40.04 / Max: 40.61. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: alexnetIntel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW762320406080100SE +/- 2.00, N = 3SE +/- 0.35, N = 3SE +/- 0.49, N = 3107.31110.40111.14MIN: 47.26 / MAX: 125.65MIN: 69.1 / MAX: 127.26MIN: 72.5 / MAX: 117.71. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: alexnetIntel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW762320406080100Min: 104.14 / Avg: 107.31 / Max: 111Min: 109.99 / Avg: 110.4 / Max: 111.09Min: 110.22 / Avg: 111.14 / Max: 111.891. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: resnet5032Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW764080120160200SE +/- 0.14, N = 3SE +/- 0.17, N = 3SE +/- 0.40, N = 3158.85158.89169.25MIN: 108.05 / MAX: 188.72MIN: 107.75 / MAX: 189.15MIN: 108.48 / MAX: 255.781. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: resnet5032Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW76306090120150Min: 158.69 / Avg: 158.85 / Max: 159.13Min: 158.57 / Avg: 158.89 / Max: 159.14Min: 168.56 / Avg: 169.25 / Max: 169.931. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: yolov4-tiny32Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW76306090120150SE +/- 0.04, N = 3SE +/- 0.30, N = 3SE +/- 0.50, N = 3152.39152.52153.31MIN: 96.27 / MAX: 176.12MIN: 89.11 / MAX: 194.2MIN: 118.91 / MAX: 173.011. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: yolov4-tiny32Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW76306090120150Min: 152.33 / Avg: 152.39 / Max: 152.46Min: 152.07 / Avg: 152.52 / Max: 153.09Min: 152.76 / Avg: 153.31 / Max: 154.31. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW76

Compiler Notes: --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,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 Notes: Scaling Governor: intel_pstate powersave - CPU Microcode: 0xd6
Security Notes: itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Not affected + mds: Mitigation of Clear buffers; SMT vulnerable + 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 Full generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + srbds: Mitigation of Microcode + tsx_async_abort: Not affected

Testing initiated at 24 September 2020 12:57 by user pts.

2

Compiler Notes: --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,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 Notes: Scaling Governor: intel_pstate powersave - CPU Microcode: 0xd6
Security Notes: itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Not affected + mds: Mitigation of Clear buffers; SMT vulnerable + 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 Full generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + srbds: Mitigation of Microcode + tsx_async_abort: Not affected

Testing initiated at 24 September 2020 13:42 by user pts.

3

Processor: Intel Core i7-8565U @ 4.60GHz (4 Cores / 8 Threads), Motherboard: Dell 0KTW76 (1.0.0 BIOS), Chipset: Intel Cannon Point-LP, Memory: 16GB, Disk: PC401 NVMe SK hynix 256GB, Graphics: Intel UHD 620 3GB (1150MHz), Audio: Realtek ALC3271, Network: Qualcomm Atheros QCA6174 802.11ac

OS: Ubuntu 20.04, Kernel: 5.4.0-47-generic (x86_64), Desktop: GNOME Shell 3.36.4, Display Server: X Server 1.20.8, Display Driver: modesetting 1.20.8, OpenGL: 4.6 Mesa 20.0.4, OpenCL: OpenCL 2.1, Vulkan: 1.2.131, Compiler: GCC 9.3.0, File-System: ext4, Screen Resolution: 1920x1080

Compiler Notes: --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,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 Notes: Scaling Governor: intel_pstate powersave - CPU Microcode: 0xd6
Security Notes: itlb_multihit: KVM: Mitigation of Split huge pages + l1tf: Not affected + mds: Mitigation of Clear buffers; SMT vulnerable + 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 Full generic retpoline IBPB: conditional IBRS_FW STIBP: conditional RSB filling + srbds: Mitigation of Microcode + tsx_async_abort: Not affected

Testing initiated at 24 September 2020 14:30 by user pts.