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.

Compare your own system(s) to this result file with the Phoronix Test Suite by running the command: phoronix-test-suite benchmark 2209302-NE-XOAMSRVTE91
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xoamsrvtensorflow-lite
September 29 2022
  49 Minutes
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xoamsrvtensorflow-lite

Processor: 2 x Intel Xeon Gold 6242R @ 4.10GHz (40 Cores / 80 Threads), Motherboard: Supermicro X11DPH-T v1.10 (3.4 BIOS), Chipset: Intel Sky Lake-E DMI3 Registers, Memory: 640GB, Disk: 800GB Micron_7300_MTFDHBA800TDG + 2 x 3201GB SAMSUNG MZPLJ3T2HBJR-00007, Graphics: llvmpipe, Audio: NVIDIA Device 1aef, Monitor: LC27RG50, Network: 2 x Intel X722 for 10GBASE-T

OS: Ubuntu 20.04, Kernel: 5.15.0-46-generic (x86_64), Desktop: GNOME Shell 3.36.9, Display Server: X Server 1.20.11, Display Driver: NVIDIA, OpenGL: 4.5 Mesa 21.2.6 (LLVM 12.0.0 256 bits), OpenCL: OpenCL 3.0 CUDA 11.7.101, Vulkan: 1.3.205, Compiler: GCC 9.4.0 + CUDA 11.7, File-System: ext4, Screen Resolution: 1920x1080

Kernel Notes: Transparent Huge Pages: madvise
Processor Notes: Scaling Governor: intel_cpufreq ondemand - CPU Microcode: 0x5003302
Security Notes: 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-liteOpenBenchmarking.orgPhoronix Test Suite2 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 11.7ext41920x1080ProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerDisplay DriverOpenGLOpenCLVulkanCompilerFile-SystemScreen ResolutionXoamsrvtensorflow-lite BenchmarksSystem Logs- 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

This is a benchmark of the TensorFlow Lite implementation focused on TensorFlow machine learning for mobile, IoT, edge, and other cases. The current Linux support is limited to running on CPUs. This test profile is measuring the average inference time. Learn more via the OpenBenchmarking.org test page.

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

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

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

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

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

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

xoamsrvtensorflow-lite

Processor: 2 x Intel Xeon Gold 6242R @ 4.10GHz (40 Cores / 80 Threads), Motherboard: Supermicro X11DPH-T v1.10 (3.4 BIOS), Chipset: Intel Sky Lake-E DMI3 Registers, Memory: 640GB, Disk: 800GB Micron_7300_MTFDHBA800TDG + 2 x 3201GB SAMSUNG MZPLJ3T2HBJR-00007, Graphics: llvmpipe, Audio: NVIDIA Device 1aef, Monitor: LC27RG50, Network: 2 x Intel X722 for 10GBASE-T

OS: Ubuntu 20.04, Kernel: 5.15.0-46-generic (x86_64), Desktop: GNOME Shell 3.36.9, Display Server: X Server 1.20.11, Display Driver: NVIDIA, OpenGL: 4.5 Mesa 21.2.6 (LLVM 12.0.0 256 bits), OpenCL: OpenCL 3.0 CUDA 11.7.101, Vulkan: 1.3.205, Compiler: GCC 9.4.0 + CUDA 11.7, File-System: ext4, Screen Resolution: 1920x1080

Kernel Notes: Transparent Huge Pages: madvise
Processor Notes: Scaling Governor: intel_cpufreq ondemand - CPU Microcode: 0x5003302
Security Notes: 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

Testing initiated at 29 September 2022 12:01 by user tmnuser1.