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OpenVINO with GPU

Intel Core i7-1065G7 testing with a Dell 06CDVY (1.0.9 BIOS) and Intel Iris Plus G7 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 2010089-PTS-OPENVINO10
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Intel Core i7-1065G7 - Intel Iris Plus G7 3GB - Dell
October 08 2020
  1 Hour, 11 Minutes
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October 08 2020
  1 Hour, 6 Minutes
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October 08 2020
  1 Hour, 11 Minutes
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OpenVINO with GPUProcessorMotherboardChipsetMemoryDiskGraphicsAudioNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLOpenCLVulkanCompilerFile-SystemScreen ResolutionIntel Core i7-1065G7 - Intel Iris Plus G7 3GB - Dell23Intel Core i7-1065G7 @ 3.90GHz (4 Cores / 8 Threads)Dell 06CDVY (1.0.9 BIOS)Intel Device 34ef16GBKBG40ZPZ512G NVMe TOSHIBA 512GBIntel Iris Plus G7 3GB (1100MHz)Realtek ALC289Intel Killer Wi-Fi 6 AX1650i 160MHzUbuntu 20.045.9.0-050900rc7daily20201003-generic (x86_64) 20201002GNOME Shell 3.36.4X Server 1.20.8modesetting 1.20.84.6 Mesa 20.3.0-devel (git-81cd4c8 2020-10-03 focal-oibaf-ppa)OpenCL 2.11.2.145GCC 9.3.0ext41920x1200OpenBenchmarking.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=/build/gcc-9-HskZEa/gcc-9-9.3.0/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 - CPU Microcode: 0x78Python Details- Python 2.7.18 + Python 3.8.5Security Details- itlb_multihit: KVM: Mitigation of VMX disabled + l1tf: Not affected + mds: Not affected + meltdown: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl and seccomp + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Enhanced IBRS IBPB: conditional RSB filling + srbds: Not affected + tsx_async_abort: Not affected

Intel Core i7-1065G7 - Intel Iris Plus G7 3GB - Dell23Result OverviewPhoronix Test Suite 10.2.0100%101%101%102%102%OpenVINOOpenVINOOpenVINOOpenVINOOpenVINOOpenVINOOpenVINOOpenVINOOpenVINOOpenVINOOpenVINOOpenVINOOpenVINOOpenVINOOpenVINOOpenVINOA.G.R.R.0.F - Intel GPUA.G.R.R.0.F - Intel GPUF.D.0.F - CPUA.G.R.R.0.F - Intel GPUP.D.0.F - CPUA.G.R.R.0.F - CPUA.G.R.R.0.F - CPUA.G.R.R.0.F - CPUA.G.R.R.0.F - Intel GPUP.D.0.F - CPUF.D.0.F - CPUF.D.0.F - CPUF.D.0.F - CPUP.D.0.F - CPUP.D.0.F - CPUA.G.R.R.0.F - CPU

OpenVINO with GPUopenvino: Face Detection 0106 FP16 - CPUopenvino: Face Detection 0106 FP16 - CPUopenvino: Face Detection 0106 FP32 - CPUopenvino: Face Detection 0106 FP32 - CPUopenvino: Person Detection 0106 FP16 - CPUopenvino: Person Detection 0106 FP16 - CPUopenvino: Person Detection 0106 FP32 - CPUopenvino: Person Detection 0106 FP32 - CPUopenvino: Age Gender Recognition Retail 0013 FP16 - CPUopenvino: Age Gender Recognition Retail 0013 FP16 - CPUopenvino: Age Gender Recognition Retail 0013 FP32 - CPUopenvino: Age Gender Recognition Retail 0013 FP32 - CPUopenvino: Age Gender Recognition Retail 0013 FP16 - Intel GPUopenvino: Age Gender Recognition Retail 0013 FP16 - Intel GPUopenvino: Age Gender Recognition Retail 0013 FP32 - Intel GPUopenvino: Age Gender Recognition Retail 0013 FP32 - Intel GPUIntel Core i7-1065G7 - Intel Iris Plus G7 3GB - Dell230.676113.340.656196.940.409877.450.410031.892163.031.882122.211.931829.432.161549.202.540.676110.720.666189.580.409914.410.4010022.602173.601.882131.911.931827.302.161542.752.540.676111.590.666190.410.409935.650.4010035.852172.821.892132.781.931793.932.201553.882.53OpenBenchmarking.org

OpenVINO

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2021.1Model: Face Detection 0106 FP16 - Device: CPUIntel Core i7-1065G7 - Intel Iris Plus G7 3GB - Dell230.15080.30160.45240.60320.754SE +/- 0.01, N = 5SE +/- 0.01, N = 7SE +/- 0.01, N = 90.670.670.671. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -pie -pthread -lpthread
OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2021.1Model: Face Detection 0106 FP16 - Device: CPUIntel Core i7-1065G7 - Intel Iris Plus G7 3GB - Dell23246810Min: 0.65 / Avg: 0.67 / Max: 0.7Min: 0.66 / Avg: 0.67 / Max: 0.71Min: 0.66 / Avg: 0.67 / Max: 0.721. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -pie -pthread -lpthread

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2021.1Model: Face Detection 0106 FP16 - Device: CPUIntel Core i7-1065G7 - Intel Iris Plus G7 3GB - Dell2313002600390052006500SE +/- 4.03, N = 5SE +/- 3.85, N = 7SE +/- 2.42, N = 96113.346110.726111.591. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -pie -pthread -lpthread
OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2021.1Model: Face Detection 0106 FP16 - Device: CPUIntel Core i7-1065G7 - Intel Iris Plus G7 3GB - Dell2311002200330044005500Min: 6102.15 / Avg: 6113.34 / Max: 6124.79Min: 6097.01 / Avg: 6110.72 / Max: 6130.06Min: 6095.87 / Avg: 6111.59 / Max: 6120.911. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -pie -pthread -lpthread

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2021.1Model: Face Detection 0106 FP32 - Device: CPUIntel Core i7-1065G7 - Intel Iris Plus G7 3GB - Dell230.14850.2970.44550.5940.7425SE +/- 0.00, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 30.650.660.661. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -pie -pthread -lpthread
OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2021.1Model: Face Detection 0106 FP32 - Device: CPUIntel Core i7-1065G7 - Intel Iris Plus G7 3GB - Dell23246810Min: 0.65 / Avg: 0.65 / Max: 0.66Min: 0.65 / Avg: 0.66 / Max: 0.67Min: 0.65 / Avg: 0.66 / Max: 0.671. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -pie -pthread -lpthread

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2021.1Model: Face Detection 0106 FP32 - Device: CPUIntel Core i7-1065G7 - Intel Iris Plus G7 3GB - Dell2313002600390052006500SE +/- 0.26, N = 3SE +/- 2.85, N = 3SE +/- 1.24, N = 36196.946189.586190.411. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -pie -pthread -lpthread
OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2021.1Model: Face Detection 0106 FP32 - Device: CPUIntel Core i7-1065G7 - Intel Iris Plus G7 3GB - Dell2311002200330044005500Min: 6196.51 / Avg: 6196.94 / Max: 6197.42Min: 6185.81 / Avg: 6189.58 / Max: 6195.16Min: 6188.82 / Avg: 6190.41 / Max: 6192.861. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -pie -pthread -lpthread

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2021.1Model: Person Detection 0106 FP16 - Device: CPUIntel Core i7-1065G7 - Intel Iris Plus G7 3GB - Dell230.090.180.270.360.45SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 30.400.400.401. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -pie -pthread -lpthread
OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2021.1Model: Person Detection 0106 FP16 - Device: CPUIntel Core i7-1065G7 - Intel Iris Plus G7 3GB - Dell2312345Min: 0.4 / Avg: 0.4 / Max: 0.41Min: 0.4 / Avg: 0.4 / Max: 0.41Min: 0.4 / Avg: 0.4 / Max: 0.411. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -pie -pthread -lpthread

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2021.1Model: Person Detection 0106 FP16 - Device: CPUIntel Core i7-1065G7 - Intel Iris Plus G7 3GB - Dell232K4K6K8K10KSE +/- 26.28, N = 3SE +/- 12.40, N = 3SE +/- 8.65, N = 39877.459914.419935.651. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -pie -pthread -lpthread
OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2021.1Model: Person Detection 0106 FP16 - Device: CPUIntel Core i7-1065G7 - Intel Iris Plus G7 3GB - Dell232K4K6K8K10KMin: 9849.53 / Avg: 9877.45 / Max: 9929.97Min: 9897.2 / Avg: 9914.41 / Max: 9938.48Min: 9919.83 / Avg: 9935.65 / Max: 9949.631. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -pie -pthread -lpthread

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2021.1Model: Person Detection 0106 FP32 - Device: CPUIntel Core i7-1065G7 - Intel Iris Plus G7 3GB - Dell230.090.180.270.360.45SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 30.400.400.401. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -pie -pthread -lpthread
OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2021.1Model: Person Detection 0106 FP32 - Device: CPUIntel Core i7-1065G7 - Intel Iris Plus G7 3GB - Dell2312345Min: 0.4 / Avg: 0.4 / Max: 0.4Min: 0.4 / Avg: 0.4 / Max: 0.41Min: 0.4 / Avg: 0.4 / Max: 0.411. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -pie -pthread -lpthread

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2021.1Model: Person Detection 0106 FP32 - Device: CPUIntel Core i7-1065G7 - Intel Iris Plus G7 3GB - Dell232K4K6K8K10KSE +/- 12.97, N = 3SE +/- 27.80, N = 3SE +/- 11.21, N = 310031.8910022.6010035.851. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -pie -pthread -lpthread
OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2021.1Model: Person Detection 0106 FP32 - Device: CPUIntel Core i7-1065G7 - Intel Iris Plus G7 3GB - Dell232K4K6K8K10KMin: 10017.29 / Avg: 10031.89 / Max: 10057.75Min: 9969.2 / Avg: 10022.6 / Max: 10062.69Min: 10015.99 / Avg: 10035.85 / Max: 10054.81. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -pie -pthread -lpthread

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2021.1Model: Age Gender Recognition Retail 0013 FP16 - Device: CPUIntel Core i7-1065G7 - Intel Iris Plus G7 3GB - Dell235001000150020002500SE +/- 22.85, N = 8SE +/- 32.76, N = 3SE +/- 32.85, N = 32163.032173.602172.821. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -pie -pthread -lpthread
OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2021.1Model: Age Gender Recognition Retail 0013 FP16 - Device: CPUIntel Core i7-1065G7 - Intel Iris Plus G7 3GB - Dell23400800120016002000Min: 2134.41 / Avg: 2163.03 / Max: 2322.72Min: 2138.37 / Avg: 2173.6 / Max: 2239.06Min: 2137.25 / Avg: 2172.82 / Max: 2238.441. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -pie -pthread -lpthread

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2021.1Model: Age Gender Recognition Retail 0013 FP16 - Device: CPUIntel Core i7-1065G7 - Intel Iris Plus G7 3GB - Dell230.42530.85061.27591.70122.1265SE +/- 0.01, N = 8SE +/- 0.01, N = 3SE +/- 0.01, N = 31.881.881.891. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -pie -pthread -lpthread
OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2021.1Model: Age Gender Recognition Retail 0013 FP16 - Device: CPUIntel Core i7-1065G7 - Intel Iris Plus G7 3GB - Dell23246810Min: 1.85 / Avg: 1.88 / Max: 1.9Min: 1.86 / Avg: 1.88 / Max: 1.89Min: 1.87 / Avg: 1.89 / Max: 1.91. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -pie -pthread -lpthread

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2021.1Model: Age Gender Recognition Retail 0013 FP32 - Device: CPUIntel Core i7-1065G7 - Intel Iris Plus G7 3GB - Dell235001000150020002500SE +/- 17.00, N = 3SE +/- 28.16, N = 3SE +/- 32.34, N = 32122.212131.912132.781. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -pie -pthread -lpthread
OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2021.1Model: Age Gender Recognition Retail 0013 FP32 - Device: CPUIntel Core i7-1065G7 - Intel Iris Plus G7 3GB - Dell23400800120016002000Min: 2102.89 / Avg: 2122.21 / Max: 2156.09Min: 2102.83 / Avg: 2131.91 / Max: 2188.22Min: 2097.03 / Avg: 2132.78 / Max: 2197.341. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -pie -pthread -lpthread

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2021.1Model: Age Gender Recognition Retail 0013 FP32 - Device: CPUIntel Core i7-1065G7 - Intel Iris Plus G7 3GB - Dell230.43430.86861.30291.73722.1715SE +/- 0.00, N = 3SE +/- 0.00, N = 3SE +/- 0.00, N = 31.931.931.931. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -pie -pthread -lpthread
OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2021.1Model: Age Gender Recognition Retail 0013 FP32 - Device: CPUIntel Core i7-1065G7 - Intel Iris Plus G7 3GB - Dell23246810Min: 1.92 / Avg: 1.93 / Max: 1.93Min: 1.92 / Avg: 1.93 / Max: 1.93Min: 1.92 / Avg: 1.93 / Max: 1.931. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -pie -pthread -lpthread

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2021.1Model: Age Gender Recognition Retail 0013 FP16 - Device: Intel GPUIntel Core i7-1065G7 - Intel Iris Plus G7 3GB - Dell23400800120016002000SE +/- 5.52, N = 3SE +/- 15.21, N = 3SE +/- 24.35, N = 31829.431827.301793.931. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -pie -pthread -lpthread
OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2021.1Model: Age Gender Recognition Retail 0013 FP16 - Device: Intel GPUIntel Core i7-1065G7 - Intel Iris Plus G7 3GB - Dell2330060090012001500Min: 1821.93 / Avg: 1829.43 / Max: 1840.19Min: 1798.11 / Avg: 1827.3 / Max: 1849.33Min: 1745.55 / Avg: 1793.93 / Max: 18231. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -pie -pthread -lpthread

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2021.1Model: Age Gender Recognition Retail 0013 FP16 - Device: Intel GPUIntel Core i7-1065G7 - Intel Iris Plus G7 3GB - Dell230.4950.991.4851.982.475SE +/- 0.01, N = 3SE +/- 0.03, N = 3SE +/- 0.03, N = 32.162.162.201. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -pie -pthread -lpthread
OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2021.1Model: Age Gender Recognition Retail 0013 FP16 - Device: Intel GPUIntel Core i7-1065G7 - Intel Iris Plus G7 3GB - Dell23246810Min: 2.14 / Avg: 2.16 / Max: 2.17Min: 2.12 / Avg: 2.16 / Max: 2.21Min: 2.17 / Avg: 2.2 / Max: 2.261. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -pie -pthread -lpthread

OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2021.1Model: Age Gender Recognition Retail 0013 FP32 - Device: Intel GPUIntel Core i7-1065G7 - Intel Iris Plus G7 3GB - Dell2330060090012001500SE +/- 8.52, N = 3SE +/- 7.43, N = 3SE +/- 11.22, N = 31549.201542.751553.881. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -pie -pthread -lpthread
OpenBenchmarking.orgFPS, More Is BetterOpenVINO 2021.1Model: Age Gender Recognition Retail 0013 FP32 - Device: Intel GPUIntel Core i7-1065G7 - Intel Iris Plus G7 3GB - Dell2330060090012001500Min: 1533.31 / Avg: 1549.2 / Max: 1562.47Min: 1528.91 / Avg: 1542.75 / Max: 1554.33Min: 1532.97 / Avg: 1553.88 / Max: 1571.41. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -pie -pthread -lpthread

OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2021.1Model: Age Gender Recognition Retail 0013 FP32 - Device: Intel GPUIntel Core i7-1065G7 - Intel Iris Plus G7 3GB - Dell230.57151.1431.71452.2862.8575SE +/- 0.01, N = 3SE +/- 0.01, N = 3SE +/- 0.01, N = 32.542.542.531. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -pie -pthread -lpthread
OpenBenchmarking.orgms, Fewer Is BetterOpenVINO 2021.1Model: Age Gender Recognition Retail 0013 FP32 - Device: Intel GPUIntel Core i7-1065G7 - Intel Iris Plus G7 3GB - Dell23246810Min: 2.53 / Avg: 2.54 / Max: 2.56Min: 2.52 / Avg: 2.54 / Max: 2.56Min: 2.52 / Avg: 2.53 / Max: 2.561. (CXX) g++ options: -fsigned-char -ffunction-sections -fdata-sections -O3 -pie -pthread -lpthread


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