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
Jump To Table - Results

View

Do Not Show Noisy Results
Do Not Show Results With Incomplete Data
Do Not Show Results With Little Change/Spread
List Notable Results

Statistics

Show Overall Harmonic Mean(s)
Show Overall Geometric Mean
Show Wins / Losses Counts (Pie Chart)
Normalize Results
Remove Outliers Before Calculating Averages

Graph Settings

Force Line Graphs Where Applicable
Convert To Scalar Where Applicable
Disable Color Branding
Prefer Vertical Bar Graphs

Multi-Way Comparison

Condense Multi-Option Tests Into Single Result Graphs

Table

Show Detailed System Result Table

Run Management

Highlight
Result
Hide
Result
Result
Identifier
Performance Per
Dollar
Date
Run
  Test
  Duration
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
Invert Hiding All Results Option
  9 Hours, 44 Minutes

Only show results where is faster than
Only show results matching title/arguments (delimit multiple options with a comma):
Do not show results matching title/arguments (delimit multiple options with a comma):

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: squeezenetIntel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW76231428425670SE +/- 0.10, N = 3SE +/- 0.18, N = 3SE +/- 0.04, N = 363.7759.9660.35MIN: 62.25 / MAX: 84.24MIN: 57.25 / MAX: 74.47MIN: 57.85 / MAX: 911. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: squeezenetIntel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW76231224364860Min: 63.58 / Avg: 63.77 / Max: 63.88Min: 59.6 / Avg: 59.96 / Max: 60.14Min: 60.28 / Avg: 60.35 / Max: 60.421. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: mobilenetIntel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW76231020304050SE +/- 0.18, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 341.8339.6439.89MIN: 39.85 / MAX: 59.73MIN: 38.52 / MAX: 57.96MIN: 38.75 / MAX: 55.851. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: mobilenetIntel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW7623918273645Min: 41.48 / Avg: 41.83 / Max: 42.04Min: 39.59 / Avg: 39.64 / Max: 39.68Min: 39.83 / Avg: 39.89 / Max: 39.941. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU-v2-v2 - Model: mobilenet-v2Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW76233691215SE +/- 0.03, N = 3SE +/- 0.00, N = 3SE +/- 0.05, N = 310.9310.3610.45MIN: 10.24 / MAX: 29.62MIN: 9.78 / MAX: 14.78MIN: 9.78 / MAX: 15.311. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU-v2-v2 - Model: mobilenet-v2Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW76233691215Min: 10.87 / Avg: 10.93 / Max: 10.96Min: 10.36 / Avg: 10.36 / Max: 10.37Min: 10.37 / Avg: 10.45 / Max: 10.551. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU-v3-v3 - Model: mobilenet-v3Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW76233691215SE +/- 0.02, N = 3SE +/- 0.06, N = 3SE +/- 0.02, N = 39.168.718.69MIN: 8.72 / MAX: 14.29MIN: 8.44 / MAX: 26.86MIN: 8.48 / MAX: 13.341. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU-v3-v3 - Model: mobilenet-v3Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW76233691215Min: 9.13 / Avg: 9.16 / Max: 9.2Min: 8.65 / Avg: 8.71 / Max: 8.82Min: 8.66 / Avg: 8.69 / Max: 8.731. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: shufflenet-v2Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW7623246810SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.02, N = 36.816.426.48MIN: 6.6 / MAX: 11.84MIN: 6.35 / MAX: 11.01MIN: 6.37 / MAX: 11.141. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: shufflenet-v2Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW76233691215Min: 6.77 / Avg: 6.81 / Max: 6.84Min: 6.4 / Avg: 6.42 / Max: 6.43Min: 6.45 / Avg: 6.48 / Max: 6.51. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: mnasnetIntel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW76233691215SE +/- 0.05, N = 3SE +/- 0.02, N = 3SE +/- 0.03, N = 39.779.269.24MIN: 9.15 / MAX: 20.81MIN: 8.87 / MAX: 21.51MIN: 8.87 / MAX: 14.111. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: mnasnetIntel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW76233691215Min: 9.68 / Avg: 9.77 / Max: 9.85Min: 9.24 / Avg: 9.26 / Max: 9.3Min: 9.18 / Avg: 9.24 / Max: 9.291. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: efficientnet-b0Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW762348121620SE +/- 0.03, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 315.1014.4014.45MIN: 14.59 / MAX: 31.7MIN: 13.87 / MAX: 32.98MIN: 13.88 / MAX: 19.621. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: efficientnet-b0Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW762348121620Min: 15.04 / Avg: 15.1 / Max: 15.13Min: 14.34 / Avg: 14.4 / Max: 14.44Min: 14.39 / Avg: 14.45 / Max: 14.481. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: blazefaceIntel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW76230.64351.2871.93052.5743.2175SE +/- 0.02, N = 3SE +/- 0.01, N = 3SE +/- 0.05, N = 32.852.712.86MIN: 2.57 / MAX: 7.33MIN: 2.53 / MAX: 6.03MIN: 2.55 / MAX: 20.451. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: blazefaceIntel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW7623246810Min: 2.82 / Avg: 2.85 / Max: 2.88Min: 2.69 / Avg: 2.71 / Max: 2.73Min: 2.77 / Avg: 2.86 / Max: 2.911. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: googlenetIntel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW762320406080100SE +/- 0.04, N = 3SE +/- 0.05, N = 3SE +/- 0.09, N = 387.1882.7782.87MIN: 83.44 / MAX: 105.08MIN: 79.66 / MAX: 101.28MIN: 79.91 / MAX: 100.781. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: googlenetIntel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW762320406080100Min: 87.13 / Avg: 87.18 / Max: 87.26Min: 82.71 / Avg: 82.77 / Max: 82.87Min: 82.7 / Avg: 82.87 / Max: 83.011. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: vgg16Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW762370140210280350SE +/- 0.85, N = 3SE +/- 0.26, N = 3SE +/- 0.53, N = 3318.71300.21300.90MIN: 250.09 / MAX: 417.94MIN: 214.03 / MAX: 328.86MIN: 214.06 / MAX: 327.471. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: vgg16Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW762360120180240300Min: 317.02 / Avg: 318.71 / Max: 319.61Min: 299.69 / Avg: 300.21 / Max: 300.52Min: 299.85 / Avg: 300.9 / Max: 301.441. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: resnet18Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW76231224364860SE +/- 0.21, N = 3SE +/- 0.12, N = 3SE +/- 0.09, N = 354.9851.9951.98MIN: 52.75 / MAX: 102.39MIN: 50.43 / MAX: 72.64MIN: 50.67 / MAX: 68.991. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: resnet18Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW76231122334455Min: 54.59 / Avg: 54.98 / Max: 55.29Min: 51.87 / Avg: 51.99 / Max: 52.23Min: 51.87 / Avg: 51.98 / Max: 52.171. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: alexnetIntel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW7623714212835SE +/- 0.13, N = 3SE +/- 0.19, N = 3SE +/- 0.05, N = 329.7729.7529.96MIN: 27.99 / MAX: 39.96MIN: 27.51 / MAX: 44.47MIN: 25.69 / MAX: 52.11. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: alexnetIntel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW7623714212835Min: 29.5 / Avg: 29.77 / Max: 29.91Min: 29.37 / Avg: 29.75 / Max: 29.94Min: 29.89 / Avg: 29.96 / Max: 30.051. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: resnet50Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW76234080120160200SE +/- 0.37, N = 3SE +/- 0.06, N = 3SE +/- 0.10, N = 3181.24171.65172.02MIN: 174.72 / MAX: 203.17MIN: 167.34 / MAX: 191.12MIN: 168.04 / MAX: 198.491. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: resnet50Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW7623306090120150Min: 180.51 / Avg: 181.24 / Max: 181.62Min: 171.54 / Avg: 171.65 / Max: 171.71Min: 171.85 / Avg: 172.02 / Max: 172.181. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: yolov4-tinyIntel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW76231224364860SE +/- 0.25, N = 3SE +/- 0.09, N = 3SE +/- 0.05, N = 354.7952.3452.53MIN: 53.4 / MAX: 72.1MIN: 50.61 / MAX: 58.42MIN: 50.99 / MAX: 70.351. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: CPU - Model: yolov4-tinyIntel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW76231122334455Min: 54.31 / Avg: 54.79 / Max: 55.15Min: 52.15 / Avg: 52.34 / Max: 52.44Min: 52.45 / Avg: 52.53 / Max: 52.611. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: squeezenetIntel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW76231122334455SE +/- 0.07, N = 3SE +/- 0.12, N = 3SE +/- 0.23, N = 348.3244.7544.70MIN: 38.42 / MAX: 70.08MIN: 38.86 / MAX: 75.98MIN: 38.73 / MAX: 72.881. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: squeezenetIntel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW76231020304050Min: 48.18 / Avg: 48.32 / Max: 48.39Min: 44.53 / Avg: 44.75 / Max: 44.93Min: 44.36 / Avg: 44.7 / Max: 45.141. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: mobilenetIntel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW762320406080100SE +/- 0.05, N = 3SE +/- 0.07, N = 3SE +/- 0.19, N = 3110.21109.66109.94MIN: 104.36 / MAX: 166.37MIN: 92.15 / MAX: 122.04MIN: 89.84 / MAX: 141.111. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: mobilenetIntel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW762320406080100Min: 110.12 / Avg: 110.21 / Max: 110.29Min: 109.57 / Avg: 109.66 / Max: 109.8Min: 109.72 / Avg: 109.94 / Max: 110.311. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW7623918273645SE +/- 0.08, N = 3SE +/- 0.01, N = 3SE +/- 0.65, N = 340.3940.3739.73MIN: 37.9 / MAX: 41.91MIN: 38.25 / MAX: 41.29MIN: 11.8 / MAX: 41.171. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW7623816243240Min: 40.26 / Avg: 40.39 / Max: 40.54Min: 40.35 / Avg: 40.37 / Max: 40.38Min: 38.44 / Avg: 39.73 / Max: 40.421. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW76231020304050SE +/- 0.04, N = 3SE +/- 0.01, N = 3SE +/- 0.00, N = 344.1344.1144.10MIN: 37.05 / MAX: 45.32MIN: 41.5 / MAX: 44.94MIN: 41.73 / MAX: 44.971. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW7623918273645Min: 44.08 / Avg: 44.13 / Max: 44.21Min: 44.1 / Avg: 44.11 / Max: 44.12Min: 44.1 / Avg: 44.1 / Max: 44.111. (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 0KTW7623612182430SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 327.2227.2527.23MIN: 25.28 / MAX: 28.14MIN: 24.48 / MAX: 28.55MIN: 25.24 / MAX: 27.651. (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 0KTW7623612182430Min: 27.21 / Avg: 27.22 / Max: 27.23Min: 27.24 / Avg: 27.25 / Max: 27.26Min: 27.22 / Avg: 27.23 / Max: 27.241. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: mnasnetIntel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW76231020304050SE +/- 0.03, N = 3SE +/- 0.02, N = 3SE +/- 0.91, N = 341.8741.8740.98MIN: 39.48 / MAX: 42.65MIN: 35.34 / MAX: 42.7MIN: 12.2 / MAX: 42.871. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: mnasnetIntel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW7623918273645Min: 41.83 / Avg: 41.87 / Max: 41.92Min: 41.83 / Avg: 41.87 / Max: 41.89Min: 39.17 / Avg: 40.98 / Max: 41.921. (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: blazefaceIntel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW7623246810SE +/- 0.00, N = 3SE +/- 0.02, N = 3SE +/- 0.04, N = 37.297.327.26MIN: 6.94 / MAX: 7.9MIN: 7 / MAX: 14.92MIN: 6.93 / MAX: 16.131. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: blazefaceIntel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW76233691215Min: 7.28 / Avg: 7.29 / Max: 7.29Min: 7.28 / Avg: 7.32 / Max: 7.35Min: 7.21 / Avg: 7.26 / Max: 7.331. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: googlenetIntel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW76231428425670SE +/- 1.77, N = 3SE +/- 0.26, N = 3SE +/- 0.22, N = 364.7157.6457.32MIN: 53.65 / MAX: 702.89MIN: 53.44 / MAX: 88.21MIN: 53.4 / MAX: 87.151. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: googlenetIntel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW76231326395265Min: 62.68 / Avg: 64.71 / Max: 68.25Min: 57.13 / Avg: 57.64 / Max: 57.95Min: 57.09 / Avg: 57.32 / Max: 57.761. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: vgg16Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW762370140210280350SE +/- 1.14, N = 3SE +/- 1.00, N = 3SE +/- 0.49, N = 3310.29290.70293.39MIN: 209.24 / MAX: 335.01MIN: 206.96 / MAX: 321.26MIN: 208.62 / MAX: 351.91. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: vgg16Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW762360120180240300Min: 308.88 / Avg: 310.29 / Max: 312.54Min: 289.09 / Avg: 290.7 / Max: 292.52Min: 292.43 / Avg: 293.39 / Max: 294.081. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: resnet18Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW7623918273645SE +/- 0.28, N = 3SE +/- 0.22, N = 3SE +/- 0.18, N = 340.0437.4436.91MIN: 31.42 / MAX: 73.09MIN: 31.04 / MAX: 57.83MIN: 31.01 / MAX: 77.771. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: resnet18Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW7623816243240Min: 39.75 / Avg: 40.04 / Max: 40.6Min: 37 / Avg: 37.44 / Max: 37.73Min: 36.71 / Avg: 36.91 / Max: 37.261. (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: resnet50Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW76234080120160200SE +/- 0.40, N = 3SE +/- 0.17, N = 3SE +/- 0.14, N = 3169.25158.89158.85MIN: 108.48 / MAX: 255.78MIN: 107.75 / MAX: 189.15MIN: 108.05 / MAX: 188.721. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: resnet50Intel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW7623306090120150Min: 168.56 / Avg: 169.25 / Max: 169.93Min: 158.57 / Avg: 158.89 / Max: 159.14Min: 158.69 / Avg: 158.85 / Max: 159.131. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread

OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: yolov4-tinyIntel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW7623306090120150SE +/- 0.50, N = 3SE +/- 0.30, N = 3SE +/- 0.04, N = 3153.31152.52152.39MIN: 118.91 / MAX: 173.01MIN: 89.11 / MAX: 194.2MIN: 96.27 / MAX: 176.121. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.orgms, Fewer Is BetterNCNN 20200916Target: Vulkan GPU - Model: yolov4-tinyIntel Core i7-8565U - Intel UHD 620 3GB - Dell 0KTW7623306090120150Min: 152.76 / Avg: 153.31 / Max: 154.3Min: 152.07 / Avg: 152.52 / Max: 153.09Min: 152.33 / Avg: 152.39 / Max: 152.461. (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.