MinervaTensorFlow 2 x Intel Xeon Silver 4314 testing with a Intel M20NTP2SB (SE5C620.86B.0021.D02.2204261106 BIOS) and ASPEED on Ubuntu 22.04 via the Phoronix Test Suite.
HTML result view exported from: https://openbenchmarking.org/result/2305028-NE-MINERVATE09&gru .
MinervaTensorFlow Processor Motherboard Chipset Memory Disk Graphics Monitor Network OS Kernel Compiler File-System Screen Resolution MinervaTFRunAbril 2 x Intel Xeon Silver 4314 @ 3.40GHz (32 Cores / 64 Threads) Intel M20NTP2SB (SE5C620.86B.0021.D02.2204261106 BIOS) Intel Device 0998 128GB 2 x 1920GB KINGSTON SEDC1500M1920G + 2 x 6001GB Western Digital WD6003FFBX-6 ASPEED Smart Cable 2 x Intel I210 Ubuntu 22.04 5.15.0-70-generic (x86_64) GCC 11.3.0 ext4 1024x768 OpenBenchmarking.org - Transparent Huge Pages: madvise - Scaling Governor: intel_pstate powersave (EPP: balance_performance) - CPU Microcode: 0xd000389 - Python 3.10.6 - itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Mitigation of Clear buffers; SMT vulnerable + retbleed: 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 PBRSB-eIBRS: SW sequence + srbds: Not affected + tsx_async_abort: Not affected
MinervaTensorFlow tensorflow: CPU - 16 - VGG-16 tensorflow: CPU - 32 - VGG-16 tensorflow: CPU - 64 - VGG-16 tensorflow: CPU - 16 - AlexNet tensorflow: CPU - 256 - VGG-16 tensorflow: CPU - 32 - AlexNet tensorflow: CPU - 512 - VGG-16 tensorflow: CPU - 64 - AlexNet tensorflow: CPU - 256 - AlexNet tensorflow: CPU - 512 - AlexNet tensorflow: CPU - 16 - GoogLeNet tensorflow: CPU - 16 - ResNet-50 tensorflow: CPU - 32 - GoogLeNet tensorflow: CPU - 32 - ResNet-50 tensorflow: CPU - 64 - GoogLeNet tensorflow: CPU - 64 - ResNet-50 tensorflow: CPU - 256 - GoogLeNet tensorflow: CPU - 256 - ResNet-50 tensorflow: CPU - 512 - GoogLeNet tensorflow: CPU - 512 - ResNet-50 MinervaTFRunAbril 9.94 11.49 12.72 97.03 15.87 118.45 18.08 147.59 230.57 259.35 49.97 14.57 62.15 17.38 78.05 20.50 99.24 25.44 101.69 25.82 OpenBenchmarking.org
TensorFlow Device: CPU - Batch Size: 16 - Model: VGG-16 OpenBenchmarking.org images/sec, More Is Better TensorFlow 2.12 Device: CPU - Batch Size: 16 - Model: VGG-16 MinervaTFRunAbril 3 6 9 12 15 SE +/- 0.02, N = 3 9.94
TensorFlow Device: CPU - Batch Size: 32 - Model: VGG-16 OpenBenchmarking.org images/sec, More Is Better TensorFlow 2.12 Device: CPU - Batch Size: 32 - Model: VGG-16 MinervaTFRunAbril 3 6 9 12 15 SE +/- 0.08, N = 3 11.49
TensorFlow Device: CPU - Batch Size: 64 - Model: VGG-16 OpenBenchmarking.org images/sec, More Is Better TensorFlow 2.12 Device: CPU - Batch Size: 64 - Model: VGG-16 MinervaTFRunAbril 3 6 9 12 15 SE +/- 0.04, N = 3 12.72
TensorFlow Device: CPU - Batch Size: 16 - Model: AlexNet OpenBenchmarking.org images/sec, More Is Better TensorFlow 2.12 Device: CPU - Batch Size: 16 - Model: AlexNet MinervaTFRunAbril 20 40 60 80 100 SE +/- 0.72, N = 3 97.03
TensorFlow Device: CPU - Batch Size: 256 - Model: VGG-16 OpenBenchmarking.org images/sec, More Is Better TensorFlow 2.12 Device: CPU - Batch Size: 256 - Model: VGG-16 MinervaTFRunAbril 4 8 12 16 20 SE +/- 0.04, N = 3 15.87
TensorFlow Device: CPU - Batch Size: 32 - Model: AlexNet OpenBenchmarking.org images/sec, More Is Better TensorFlow 2.12 Device: CPU - Batch Size: 32 - Model: AlexNet MinervaTFRunAbril 30 60 90 120 150 SE +/- 0.28, N = 3 118.45
TensorFlow Device: CPU - Batch Size: 512 - Model: VGG-16 OpenBenchmarking.org images/sec, More Is Better TensorFlow 2.12 Device: CPU - Batch Size: 512 - Model: VGG-16 MinervaTFRunAbril 4 8 12 16 20 SE +/- 0.04, N = 3 18.08
TensorFlow Device: CPU - Batch Size: 64 - Model: AlexNet OpenBenchmarking.org images/sec, More Is Better TensorFlow 2.12 Device: CPU - Batch Size: 64 - Model: AlexNet MinervaTFRunAbril 30 60 90 120 150 SE +/- 0.75, N = 3 147.59
TensorFlow Device: CPU - Batch Size: 256 - Model: AlexNet OpenBenchmarking.org images/sec, More Is Better TensorFlow 2.12 Device: CPU - Batch Size: 256 - Model: AlexNet MinervaTFRunAbril 50 100 150 200 250 SE +/- 0.09, N = 3 230.57
TensorFlow Device: CPU - Batch Size: 512 - Model: AlexNet OpenBenchmarking.org images/sec, More Is Better TensorFlow 2.12 Device: CPU - Batch Size: 512 - Model: AlexNet MinervaTFRunAbril 60 120 180 240 300 SE +/- 0.82, N = 3 259.35
TensorFlow Device: CPU - Batch Size: 16 - Model: GoogLeNet OpenBenchmarking.org images/sec, More Is Better TensorFlow 2.12 Device: CPU - Batch Size: 16 - Model: GoogLeNet MinervaTFRunAbril 11 22 33 44 55 SE +/- 0.14, N = 3 49.97
TensorFlow Device: CPU - Batch Size: 16 - Model: ResNet-50 OpenBenchmarking.org images/sec, More Is Better TensorFlow 2.12 Device: CPU - Batch Size: 16 - Model: ResNet-50 MinervaTFRunAbril 4 8 12 16 20 SE +/- 0.06, N = 3 14.57
TensorFlow Device: CPU - Batch Size: 32 - Model: GoogLeNet OpenBenchmarking.org images/sec, More Is Better TensorFlow 2.12 Device: CPU - Batch Size: 32 - Model: GoogLeNet MinervaTFRunAbril 14 28 42 56 70 SE +/- 0.12, N = 3 62.15
TensorFlow Device: CPU - Batch Size: 32 - Model: ResNet-50 OpenBenchmarking.org images/sec, More Is Better TensorFlow 2.12 Device: CPU - Batch Size: 32 - Model: ResNet-50 MinervaTFRunAbril 4 8 12 16 20 SE +/- 0.06, N = 3 17.38
TensorFlow Device: CPU - Batch Size: 64 - Model: GoogLeNet OpenBenchmarking.org images/sec, More Is Better TensorFlow 2.12 Device: CPU - Batch Size: 64 - Model: GoogLeNet MinervaTFRunAbril 20 40 60 80 100 SE +/- 0.09, N = 3 78.05
TensorFlow Device: CPU - Batch Size: 64 - Model: ResNet-50 OpenBenchmarking.org images/sec, More Is Better TensorFlow 2.12 Device: CPU - Batch Size: 64 - Model: ResNet-50 MinervaTFRunAbril 5 10 15 20 25 SE +/- 0.05, N = 3 20.50
TensorFlow Device: CPU - Batch Size: 256 - Model: GoogLeNet OpenBenchmarking.org images/sec, More Is Better TensorFlow 2.12 Device: CPU - Batch Size: 256 - Model: GoogLeNet MinervaTFRunAbril 20 40 60 80 100 SE +/- 0.64, N = 3 99.24
TensorFlow Device: CPU - Batch Size: 256 - Model: ResNet-50 OpenBenchmarking.org images/sec, More Is Better TensorFlow 2.12 Device: CPU - Batch Size: 256 - Model: ResNet-50 MinervaTFRunAbril 6 12 18 24 30 SE +/- 0.11, N = 3 25.44
TensorFlow Device: CPU - Batch Size: 512 - Model: GoogLeNet OpenBenchmarking.org images/sec, More Is Better TensorFlow 2.12 Device: CPU - Batch Size: 512 - Model: GoogLeNet MinervaTFRunAbril 20 40 60 80 100 SE +/- 1.31, N = 3 101.69
TensorFlow Device: CPU - Batch Size: 512 - Model: ResNet-50 OpenBenchmarking.org images/sec, More Is Better TensorFlow 2.12 Device: CPU - Batch Size: 512 - Model: ResNet-50 MinervaTFRunAbril 6 12 18 24 30 SE +/- 0.31, N = 3 25.82
Phoronix Test Suite v10.8.5