xoamsrvtensorflow-lite

2 x Intel Xeon Gold 6242R testing with a Supermicro X11DPH-T v1.10 (3.4 BIOS) and llvmpipe on Ubuntu 20.04 via the Phoronix Test Suite.

HTML result view exported from: https://openbenchmarking.org/result/2209302-NE-XOAMSRVTE91.

xoamsrvtensorflow-liteProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLOpenCLVulkanCompilerFile-SystemScreen Resolutionxoamsrvtensorflow-lite2 x Intel Xeon Gold 6242R @ 4.10GHz (40 Cores / 80 Threads)Supermicro X11DPH-T v1.10 (3.4 BIOS)Intel Sky Lake-E DMI3 Registers640GB800GB Micron_7300_MTFDHBA800TDG + 2 x 3201GB SAMSUNG MZPLJ3T2HBJR-00007llvmpipeNVIDIA Device 1aefLC27RG502 x Intel X722 for 10GBASE-TUbuntu 20.045.15.0-46-generic (x86_64)GNOME Shell 3.36.9X Server 1.20.11NVIDIA4.5 Mesa 21.2.6 (LLVM 12.0.0 256 bits)OpenCL 3.0 CUDA 11.7.1011.3.205GCC 9.4.0 + CUDA 11.7ext41920x1080OpenBenchmarking.org- Transparent Huge Pages: madvise- Scaling Governor: intel_cpufreq ondemand - CPU Microcode: 0x5003302- itlb_multihit: KVM: Mitigation of VMX disabled + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Mitigation of Clear buffers; SMT vulnerable + retbleed: Mitigation of Enhanced IBRS + 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: Mitigation of TSX disabled

xoamsrvtensorflow-litetensorflow-lite: SqueezeNettensorflow-lite: Inception V4tensorflow-lite: NASNet Mobiletensorflow-lite: Mobilenet Floattensorflow-lite: Mobilenet Quanttensorflow-lite: Inception ResNet V2xoamsrvtensorflow-lite3915.0029193.543892.42426.423873.6339319.9OpenBenchmarking.org

TensorFlow Lite

Model: SqueezeNet

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2022-05-18Model: SqueezeNetxoamsrvtensorflow-lite8001600240032004000SE +/- 40.42, N = 53915.00

TensorFlow Lite

Model: Inception V4

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2022-05-18Model: Inception V4xoamsrvtensorflow-lite6K12K18K24K30KSE +/- 266.50, N = 729193.5

TensorFlow Lite

Model: NASNet Mobile

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2022-05-18Model: NASNet Mobilexoamsrvtensorflow-lite9K18K27K36K45KSE +/- 582.21, N = 1543892.4

TensorFlow Lite

Model: Mobilenet Float

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2022-05-18Model: Mobilenet Floatxoamsrvtensorflow-lite5001000150020002500SE +/- 14.42, N = 32426.42

TensorFlow Lite

Model: Mobilenet Quant

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2022-05-18Model: Mobilenet Quantxoamsrvtensorflow-lite8001600240032004000SE +/- 12.29, N = 33873.63

TensorFlow Lite

Model: Inception ResNet V2

OpenBenchmarking.orgMicroseconds, Fewer Is BetterTensorFlow Lite 2022-05-18Model: Inception ResNet V2xoamsrvtensorflow-lite8K16K24K32K40KSE +/- 331.74, N = 1539319.9

Phoronix Test Suite v10.8.4