kubuntu-2404-nvme ARMv8 Cortex-A76 testing with a Raspberry Pi 5 Model B Rev 1.0 and V3D 7.1.7 8GB on Ubuntu 24.04 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 2410133-NE-KUBUNTU2425 ARMv8 Cortex-A76 Processor: ARMv8 Cortex-A76 @ 2.40GHz (4 Cores), Motherboard: Raspberry Pi 5 Model B Rev 1.0, Chipset: Broadcom BCM2712, Memory: 8GB, Disk: 500GB KINGSTON SNV2S500G, Graphics: V3D 7.1.7 8GB, Monitor: PA247CV, Network: Raspberry Pi RP1 PCIe 2.0 South Bridge
OS: Ubuntu 24.04, Kernel: 6.8.0-1012-raspi (aarch64), Desktop: KDE Plasma 5.27.11, Display Server: X Server 1.21.1.11, OpenGL: 3.1 Mesa 24.0.9-0ubuntu0.1, File-System: ext4, Screen Resolution: 1920x1080
Kernel Notes: Transparent Huge Pages: madviseProcessor Notes: Scaling Governor: cpufreq-dt ondemandSecurity Notes: gather_data_sampling: Not affected + itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + reg_file_data_sampling: Not affected + retbleed: Not affected + spec_rstack_overflow: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of __user pointer sanitization + spectre_v2: Mitigation of CSV2 BHB + srbds: Not affected + tsx_async_abort: Not affected
Mobile Neural Network OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 2.9.b11b7037d Model: nasnet ARMv8 Cortex-A76 7 14 21 28 35 28.91 MIN: 26.83 / MAX: 75.52 1. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -pthread -ldl
OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 2.9.b11b7037d Model: mobilenetV3 ARMv8 Cortex-A76 0.8944 1.7888 2.6832 3.5776 4.472 3.975 MIN: 3.66 / MAX: 12.57 1. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -pthread -ldl
OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 2.9.b11b7037d Model: squeezenetv1.1 ARMv8 Cortex-A76 4 8 12 16 20 14.31 MIN: 13.36 / MAX: 34.42 1. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -pthread -ldl
OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 2.9.b11b7037d Model: resnet-v2-50 ARMv8 Cortex-A76 30 60 90 120 150 122.56 MIN: 112.59 / MAX: 278.69 1. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -pthread -ldl
OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 2.9.b11b7037d Model: SqueezeNetV1.0 ARMv8 Cortex-A76 7 14 21 28 35 30.07 MIN: 28.25 / MAX: 64.53 1. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -pthread -ldl
OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 2.9.b11b7037d Model: MobileNetV2_224 ARMv8 Cortex-A76 4 8 12 16 20 14.96 MIN: 13.95 / MAX: 32.71 1. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -pthread -ldl
OpenBenchmarking.org ms, Fewer Is Better Mobile Neural Network 2.9.b11b7037d Model: mobilenet-v1-1.0 ARMv8 Cortex-A76 5 10 15 20 25 21.55 MIN: 20.1 / MAX: 44.01 1. (CXX) g++ options: -std=c++11 -O3 -fvisibility=hidden -fomit-frame-pointer -fstrict-aliasing -ffunction-sections -fdata-sections -ffast-math -fno-rtti -fno-exceptions -pthread -ldl
OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: CPU-v2-v2 - Model: mobilenet-v2 ARMv8 Cortex-A76 4 8 12 16 20 13.94 MIN: 12.76 / MAX: 75.48 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: CPU-v3-v3 - Model: mobilenet-v3 ARMv8 Cortex-A76 3 6 9 12 15 10.08 MIN: 9.01 / MAX: 81.44 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: CPU - Model: shufflenet-v2 ARMv8 Cortex-A76 0.8618 1.7236 2.5854 3.4472 4.309 3.83 MIN: 3.41 / MAX: 68.92 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: CPU - Model: mnasnet ARMv8 Cortex-A76 3 6 9 12 15 9.16 MIN: 8.33 / MAX: 41.87 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: CPU - Model: efficientnet-b0 ARMv8 Cortex-A76 4 8 12 16 20 15.99 MIN: 14.54 / MAX: 78.1 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: CPU - Model: blazeface ARMv8 Cortex-A76 0.3533 0.7066 1.0599 1.4132 1.7665 1.57 MIN: 1.5 / MAX: 8.76 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: CPU - Model: googlenet ARMv8 Cortex-A76 8 16 24 32 40 34.79 MIN: 32.19 / MAX: 113.23 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: CPU - Model: vgg16 ARMv8 Cortex-A76 40 80 120 160 200 163.14 MIN: 155.59 / MAX: 207.56 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: CPU - Model: resnet18 ARMv8 Cortex-A76 6 12 18 24 30 24.95 MIN: 23.29 / MAX: 74.28 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: CPU - Model: alexnet ARMv8 Cortex-A76 6 12 18 24 30 25.69 MIN: 24.31 / MAX: 55.13 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: CPU - Model: resnet50 ARMv8 Cortex-A76 13 26 39 52 65 57.94 MIN: 53.77 / MAX: 115 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: CPUv2-yolov3v2-yolov3 - Model: mobilenetv2-yolov3 ARMv8 Cortex-A76 11 22 33 44 55 48.66 MIN: 45.43 / MAX: 106.55 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: CPU - Model: yolov4-tiny ARMv8 Cortex-A76 13 26 39 52 65 57.21 MIN: 54.26 / MAX: 106.97 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: CPU - Model: squeezenet_ssd ARMv8 Cortex-A76 10 20 30 40 50 43.11 MIN: 39.81 / MAX: 109.11 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: CPU - Model: regnety_400m ARMv8 Cortex-A76 3 6 9 12 15 12.82 MIN: 11.59 / MAX: 75.68 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: CPU - Model: vision_transformer ARMv8 Cortex-A76 140 280 420 560 700 627.86 MIN: 594.98 / MAX: 660.35 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: Vulkan GPU - Model: mobilenet ARMv8 Cortex-A76 11 22 33 44 55 48.83 MIN: 45.66 / MAX: 115.75 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: Vulkan GPU-v2-v2 - Model: mobilenet-v2 ARMv8 Cortex-A76 4 8 12 16 20 14.12 MIN: 12.74 / MAX: 76.44 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: Vulkan GPU-v3-v3 - Model: mobilenet-v3 ARMv8 Cortex-A76 3 6 9 12 15 9.76 MIN: 8.95 / MAX: 77.1 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: Vulkan GPU - Model: shufflenet-v2 ARMv8 Cortex-A76 0.8933 1.7866 2.6799 3.5732 4.4665 3.97 MIN: 3.46 / MAX: 65.74 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: Vulkan GPU - Model: mnasnet ARMv8 Cortex-A76 3 6 9 12 15 9.13 MIN: 8.28 / MAX: 66.07 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: Vulkan GPU - Model: efficientnet-b0 ARMv8 Cortex-A76 4 8 12 16 20 16.06 MIN: 14.54 / MAX: 81.05 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: Vulkan GPU - Model: blazeface ARMv8 Cortex-A76 0.4275 0.855 1.2825 1.71 2.1375 1.9 MIN: 1.52 / MAX: 40.05 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: Vulkan GPU - Model: googlenet ARMv8 Cortex-A76 8 16 24 32 40 34.49 MIN: 32.05 / MAX: 115.75 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: Vulkan GPU - Model: vgg16 ARMv8 Cortex-A76 40 80 120 160 200 163.32 MIN: 155.28 / MAX: 202.59 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: Vulkan GPU - Model: resnet18 ARMv8 Cortex-A76 6 12 18 24 30 25.01 MIN: 23.31 / MAX: 70.28 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: Vulkan GPU - Model: alexnet ARMv8 Cortex-A76 6 12 18 24 30 25.89 MIN: 24.36 / MAX: 55.56 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: Vulkan GPU - Model: resnet50 ARMv8 Cortex-A76 13 26 39 52 65 58.31 MIN: 53.92 / MAX: 113.75 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: Vulkan GPUv2-yolov3v2-yolov3 - Model: mobilenetv2-yolov3 ARMv8 Cortex-A76 11 22 33 44 55 48.83 MIN: 45.66 / MAX: 115.75 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: Vulkan GPU - Model: yolov4-tiny ARMv8 Cortex-A76 13 26 39 52 65 57.05 MIN: 54.01 / MAX: 101.26 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: Vulkan GPU - Model: squeezenet_ssd ARMv8 Cortex-A76 10 20 30 40 50 42.51 MIN: 39.68 / MAX: 110.68 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: Vulkan GPU - Model: regnety_400m ARMv8 Cortex-A76 3 6 9 12 15 12.86 MIN: 11.6 / MAX: 77.32 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
OpenBenchmarking.org ms, Fewer Is Better NCNN 20230517 Target: Vulkan GPU - Model: vision_transformer ARMv8 Cortex-A76 140 280 420 560 700 629.58 MIN: 585.91 / MAX: 719.32 1. (CXX) g++ options: -O3 -rdynamic -lgomp -lpthread
Test: Graph API
ARMv8 Cortex-A76: The test quit with a non-zero exit status. E: AbsExact error: G-API output and reference output matrixes are not bitexact equal.