2024-10-17-pytorch

AMD Ryzen Threadripper 3960X 24-Core testing with a ASUS ROG ZENITH II EXTREME ALPHA (0902 BIOS) and AMD Radeon RX 6900 XT 16GB on Fedora Linux 40 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 2410178-ENB-2024101780
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Result
Identifier
Performance Per
Dollar
Date
Run
  Test
  Duration
AMD Ryzen Threadripper 3960X 24-Core - AMD Radeon RX
October 17
  3 Hours, 25 Minutes
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AMD Ryzen Threadripper 3960X 24-Core - AMD Radeon RX

Processor: AMD Ryzen Threadripper 3960X 24-Core @ 3.80GHz (24 Cores / 48 Threads), Motherboard: ASUS ROG ZENITH II EXTREME ALPHA (0902 BIOS), Chipset: AMD Starship/Matisse, Memory: 128GB, Disk: 2 x 2000GB Sabrent Rocket Q, Graphics: AMD Radeon RX 6900 XT 16GB, Audio: AMD Navi 21/23, Monitor: MPCP28UHD + MP Monitor, Network: Aquantia AQtion AQC107 NBase-T/IEEE + Intel I211 + Intel Wi-Fi 6 AX200

OS: Fedora Linux 40, Kernel: 6.11.3-200.fc40.x86_64 (x86_64), Desktop: GNOME Shell 46.5, Display Server: X Server 1.20.14 + Wayland, OpenGL: 4.6 Mesa 24.1.7 (LLVM 18.1.6 DRM 3.59), OpenCL: OpenCL 2.1 AMD-APP (3614.0) + OpenCL 3.0 PoCL 5.0 Linux RELOC SPIR LLVM 17.0.6 SLEEF DISTRO POCL_DEBUG, Compiler: GCC 14.2.1 20240912 + Clang 18.1.8 + LLVM 18.1.8, File-System: btrfs, Screen Resolution: 7680x2160

Kernel Notes: Transparent Huge Pages: madvise
Processor Notes: Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0x830107c
Python Notes: Python 3.12.6
Security 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: Mitigation of untrained return thunk; SMT enabled with STIBP protection + spec_rstack_overflow: Mitigation of Safe RET + 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: always-on; RSB filling; PBRSB-eIBRS: Not affected; BHI: Not affected + srbds: Not affected + tsx_async_abort: Not affected

2024-10-17-pytorchOpenBenchmarking.orgPhoronix Test SuiteAMD Ryzen Threadripper 3960X 24-Core @ 3.80GHz (24 Cores / 48 Threads)ASUS ROG ZENITH II EXTREME ALPHA (0902 BIOS)AMD Starship/Matisse128GB2 x 2000GB Sabrent Rocket QAMD Radeon RX 6900 XT 16GBAMD Navi 21/23MPCP28UHD + MP MonitorAquantia AQtion AQC107 NBase-T/IEEE + Intel I211 + Intel Wi-Fi 6 AX200Fedora Linux 406.11.3-200.fc40.x86_64 (x86_64)GNOME Shell 46.5X Server 1.20.14 + Wayland4.6 Mesa 24.1.7 (LLVM 18.1.6 DRM 3.59)OpenCL 2.1 AMD-APP (3614.0) + OpenCL 3.0 PoCL 5.0 Linux RELOC SPIR LLVM 17.0.6 SLEEF DISTRO POCL_DEBUGGCC 14.2.1 20240912 + Clang 18.1.8 + LLVM 18.1.8btrfs7680x2160ProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerOpenGLOpenCLCompilerFile-SystemScreen Resolution2024-10-17-pytorch BenchmarksSystem Logs- Transparent Huge Pages: madvise- Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0x830107c- Python 3.12.6- 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: Mitigation of untrained return thunk; SMT enabled with STIBP protection + spec_rstack_overflow: Mitigation of Safe RET + 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: always-on; RSB filling; PBRSB-eIBRS: Not affected; BHI: Not affected + srbds: Not affected + tsx_async_abort: Not affected

2024-10-17-pytorchpytorch: CPU - 32 - Efficientnet_v2_lpytorch: CPU - 16 - Efficientnet_v2_lpytorch: CPU - 64 - Efficientnet_v2_lpytorch: CPU - 512 - Efficientnet_v2_lpytorch: CPU - 256 - Efficientnet_v2_lpytorch: CPU - 512 - ResNet-152pytorch: CPU - 256 - ResNet-152pytorch: CPU - 64 - ResNet-152pytorch: CPU - 32 - ResNet-152pytorch: CPU - 16 - ResNet-152pytorch: CPU - 1 - Efficientnet_v2_lpytorch: CPU - 1 - ResNet-152pytorch: CPU - 512 - ResNet-50pytorch: CPU - 256 - ResNet-50pytorch: CPU - 64 - ResNet-50pytorch: CPU - 32 - ResNet-50pytorch: CPU - 16 - ResNet-50pytorch: CPU - 1 - ResNet-50AMD Ryzen Threadripper 3960X 24-Core - AMD Radeon RX4.594.624.604.644.658.718.798.838.808.956.0211.9621.6921.9722.0622.4423.0630.08OpenBenchmarking.org

PyTorch

This is a benchmark of PyTorch making use of pytorch-benchmark [https://github.com/LukasHedegaard/pytorch-benchmark]. Learn more via the OpenBenchmarking.org test page.

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.2.1Device: CPU - Batch Size: 32 - Model: Efficientnet_v2_lAMD Ryzen Threadripper 3960X 24-Core - AMD Radeon RX1.03282.06563.09844.13125.164SE +/- 0.01, N = 34.59MIN: 4.4 / MAX: 4.69

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.2.1Device: CPU - Batch Size: 16 - Model: Efficientnet_v2_lAMD Ryzen Threadripper 3960X 24-Core - AMD Radeon RX1.03952.0793.11854.1585.1975SE +/- 0.00, N = 34.62MIN: 4.27 / MAX: 4.71

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.2.1Device: CPU - Batch Size: 64 - Model: Efficientnet_v2_lAMD Ryzen Threadripper 3960X 24-Core - AMD Radeon RX1.0352.073.1054.145.175SE +/- 0.03, N = 34.60MIN: 4.34 / MAX: 4.73

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.2.1Device: CPU - Batch Size: 512 - Model: Efficientnet_v2_lAMD Ryzen Threadripper 3960X 24-Core - AMD Radeon RX1.0442.0883.1324.1765.22SE +/- 0.01, N = 34.64MIN: 4.09 / MAX: 4.75

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.2.1Device: CPU - Batch Size: 256 - Model: Efficientnet_v2_lAMD Ryzen Threadripper 3960X 24-Core - AMD Radeon RX1.04632.09263.13894.18525.2315SE +/- 0.03, N = 34.65MIN: 4.46 / MAX: 4.78

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.2.1Device: CPU - Batch Size: 512 - Model: ResNet-152AMD Ryzen Threadripper 3960X 24-Core - AMD Radeon RX246810SE +/- 0.03, N = 38.71MIN: 8.21 / MAX: 8.86

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.2.1Device: CPU - Batch Size: 256 - Model: ResNet-152AMD Ryzen Threadripper 3960X 24-Core - AMD Radeon RX246810SE +/- 0.03, N = 38.79MIN: 7.68 / MAX: 8.99

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.2.1Device: CPU - Batch Size: 64 - Model: ResNet-152AMD Ryzen Threadripper 3960X 24-Core - AMD Radeon RX246810SE +/- 0.05, N = 38.83MIN: 8.42 / MAX: 9.04

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.2.1Device: CPU - Batch Size: 32 - Model: ResNet-152AMD Ryzen Threadripper 3960X 24-Core - AMD Radeon RX246810SE +/- 0.03, N = 38.80MIN: 8.03 / MAX: 9.02

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.2.1Device: CPU - Batch Size: 16 - Model: ResNet-152AMD Ryzen Threadripper 3960X 24-Core - AMD Radeon RX3691215SE +/- 0.04, N = 38.95MIN: 8.14 / MAX: 9.16

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.2.1Device: CPU - Batch Size: 1 - Model: Efficientnet_v2_lAMD Ryzen Threadripper 3960X 24-Core - AMD Radeon RX246810SE +/- 0.06, N = 36.02MIN: 5.63 / MAX: 6.26

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.2.1Device: CPU - Batch Size: 1 - Model: ResNet-152AMD Ryzen Threadripper 3960X 24-Core - AMD Radeon RX3691215SE +/- 0.01, N = 311.96MIN: 11.32 / MAX: 12.19

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.2.1Device: CPU - Batch Size: 512 - Model: ResNet-50AMD Ryzen Threadripper 3960X 24-Core - AMD Radeon RX510152025SE +/- 0.14, N = 321.69MIN: 19.79 / MAX: 22.43

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.2.1Device: CPU - Batch Size: 256 - Model: ResNet-50AMD Ryzen Threadripper 3960X 24-Core - AMD Radeon RX510152025SE +/- 0.13, N = 321.97MIN: 20.5 / MAX: 22.73

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.2.1Device: CPU - Batch Size: 64 - Model: ResNet-50AMD Ryzen Threadripper 3960X 24-Core - AMD Radeon RX510152025SE +/- 0.25, N = 322.06MIN: 21.02 / MAX: 22.92

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.2.1Device: CPU - Batch Size: 32 - Model: ResNet-50AMD Ryzen Threadripper 3960X 24-Core - AMD Radeon RX510152025SE +/- 0.03, N = 322.44MIN: 21.03 / MAX: 22.92

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.2.1Device: CPU - Batch Size: 16 - Model: ResNet-50AMD Ryzen Threadripper 3960X 24-Core - AMD Radeon RX612182430SE +/- 0.17, N = 323.06MIN: 22.01 / MAX: 23.78

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.2.1Device: CPU - Batch Size: 1 - Model: ResNet-50AMD Ryzen Threadripper 3960X 24-Core - AMD Radeon RX714212835SE +/- 0.08, N = 330.08MIN: 26.37 / MAX: 30.64

AMD Ryzen Threadripper 3960X 24-Core - AMD Radeon RX

Processor: AMD Ryzen Threadripper 3960X 24-Core @ 3.80GHz (24 Cores / 48 Threads), Motherboard: ASUS ROG ZENITH II EXTREME ALPHA (0902 BIOS), Chipset: AMD Starship/Matisse, Memory: 128GB, Disk: 2 x 2000GB Sabrent Rocket Q, Graphics: AMD Radeon RX 6900 XT 16GB, Audio: AMD Navi 21/23, Monitor: MPCP28UHD + MP Monitor, Network: Aquantia AQtion AQC107 NBase-T/IEEE + Intel I211 + Intel Wi-Fi 6 AX200

OS: Fedora Linux 40, Kernel: 6.11.3-200.fc40.x86_64 (x86_64), Desktop: GNOME Shell 46.5, Display Server: X Server 1.20.14 + Wayland, OpenGL: 4.6 Mesa 24.1.7 (LLVM 18.1.6 DRM 3.59), OpenCL: OpenCL 2.1 AMD-APP (3614.0) + OpenCL 3.0 PoCL 5.0 Linux RELOC SPIR LLVM 17.0.6 SLEEF DISTRO POCL_DEBUG, Compiler: GCC 14.2.1 20240912 + Clang 18.1.8 + LLVM 18.1.8, File-System: btrfs, Screen Resolution: 7680x2160

Kernel Notes: Transparent Huge Pages: madvise
Processor Notes: Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0x830107c
Python Notes: Python 3.12.6
Security 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: Mitigation of untrained return thunk; SMT enabled with STIBP protection + spec_rstack_overflow: Mitigation of Safe RET + 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: always-on; RSB filling; PBRSB-eIBRS: Not affected; BHI: Not affected + srbds: Not affected + tsx_async_abort: Not affected

Testing initiated at 17 October 2024 18:38 by user enb.