result0 AMD Ryzen 3 3200G testing with a ASRock B450 Pro4 (P5.00 BIOS) and Gigabyte NVIDIA GeForce RTX 2080 Ti Rev. A 11GB on VoidLinux rolling via the Phoronix Test Suite.
HTML result view exported from: https://openbenchmarking.org/result/2305243-NE-RESULT02601&sor .
result0 Processor Motherboard Chipset Memory Disk Graphics Audio Network OS Kernel Display Server Display Driver Vulkan Compiler File-System Screen Resolution start AMD Ryzen 3 3200G - Gigabyte NVIDIA GeForce RTX 2080 AMD Ryzen 3 3200G @ 3.60GHz (4 Cores) ASRock B450 Pro4 (P5.00 BIOS) AMD Raven/Raven2 16GB 256GB SK hynix BC501 HFM256GDJTNG-8310A + 1000GB Seagate ST1000DM003-1SB1 + 4GB DataTraveler 2.0 Gigabyte NVIDIA GeForce RTX 2080 Ti Rev. A 11GB NVIDIA TU102 HD Audio Realtek RTL8111/8168/8411 VoidLinux rolling 6.1.28_1 (x86_64) X Server 1.21.1.8 NVIDIA 1.3.224 GCC 12.2.0 + Clang 15.0.7 + LLVM 12.0.1 ext4 1024x768 OpenBenchmarking.org Kernel Details - Transparent Huge Pages: madvise Processor Details - Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0x8108109 Python Details - Python 3.11.3 Security Details - itlb_multihit: Not affected + l1tf: Not affected + mds: Not affected + meltdown: Not affected + mmio_stale_data: Not affected + retbleed: Mitigation of untrained return thunk; SMT disabled + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of Retpolines IBPB: conditional STIBP: disabled RSB filling PBRSB-eIBRS: Not affected + srbds: Not affected + tsx_async_abort: Not affected
result0 tensorflow: CPU - 16 - VGG-16 tensorflow: CPU - 32 - VGG-16 tensorflow: CPU - 64 - VGG-16 tensorflow: CPU - 16 - AlexNet tensorflow: CPU - 32 - AlexNet 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 - 512 - GoogLeNet tensorflow: CPU - 512 - ResNet-50 start AMD Ryzen 3 3200G - Gigabyte NVIDIA GeForce RTX 2080 1.29 1.33 1.35 17.68 20.51 22.22 24.47 25.83 9.97 3.43 9.83 3.56 9.94 3.59 9.75 9.78 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 AMD Ryzen 3 3200G - Gigabyte NVIDIA GeForce RTX 2080 0.2903 0.5806 0.8709 1.1612 1.4515 SE +/- 0.01, N = 8 1.29
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 AMD Ryzen 3 3200G - Gigabyte NVIDIA GeForce RTX 2080 0.2993 0.5986 0.8979 1.1972 1.4965 SE +/- 0.01, N = 3 1.33
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 AMD Ryzen 3 3200G - Gigabyte NVIDIA GeForce RTX 2080 0.3038 0.6076 0.9114 1.2152 1.519 SE +/- 0.02, N = 3 1.35
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 AMD Ryzen 3 3200G - Gigabyte NVIDIA GeForce RTX 2080 4 8 12 16 20 SE +/- 0.03, N = 3 17.68
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 AMD Ryzen 3 3200G - Gigabyte NVIDIA GeForce RTX 2080 5 10 15 20 25 SE +/- 0.03, N = 3 20.51
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 AMD Ryzen 3 3200G - Gigabyte NVIDIA GeForce RTX 2080 5 10 15 20 25 SE +/- 0.04, N = 3 22.22
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 AMD Ryzen 3 3200G - Gigabyte NVIDIA GeForce RTX 2080 6 12 18 24 30 SE +/- 0.34, N = 3 24.47
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 AMD Ryzen 3 3200G - Gigabyte NVIDIA GeForce RTX 2080 6 12 18 24 30 SE +/- 0.31, N = 3 25.83
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 AMD Ryzen 3 3200G - Gigabyte NVIDIA GeForce RTX 2080 3 6 9 12 15 SE +/- 0.03, N = 3 9.97
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 AMD Ryzen 3 3200G - Gigabyte NVIDIA GeForce RTX 2080 0.7718 1.5436 2.3154 3.0872 3.859 SE +/- 0.06, N = 6 3.43
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 AMD Ryzen 3 3200G - Gigabyte NVIDIA GeForce RTX 2080 3 6 9 12 15 SE +/- 0.06, N = 3 9.83
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 AMD Ryzen 3 3200G - Gigabyte NVIDIA GeForce RTX 2080 0.801 1.602 2.403 3.204 4.005 SE +/- 0.00, N = 3 3.56
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 AMD Ryzen 3 3200G - Gigabyte NVIDIA GeForce RTX 2080 3 6 9 12 15 SE +/- 0.03, N = 3 9.94
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 AMD Ryzen 3 3200G - Gigabyte NVIDIA GeForce RTX 2080 0.8078 1.6156 2.4234 3.2312 4.039 SE +/- 0.00, N = 3 3.59
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 AMD Ryzen 3 3200G - Gigabyte NVIDIA GeForce RTX 2080 3 6 9 12 15 SE +/- 0.02, N = 3 9.75
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 AMD Ryzen 3 3200G - Gigabyte NVIDIA GeForce RTX 2080 3 6 9 12 15 SE +/- 0.01, N = 3 9.78
Phoronix Test Suite v10.8.5