ryzen 5950x pytorch

AMD Ryzen 9 5950X 16-Core testing with a MSI B550 GAMING GEN3 (MS-7B86) v5.0 (P.91 BIOS) and XFX AMD Radeon RX 6750 XT 12GB on Ubuntu 24.04 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 2501273-NE-RYZEN595083
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Result
Identifier
Performance Per
Dollar
Date
Run
  Test
  Duration
AMD Ryzen 9 5950X 16-Core - XFX AMD Radeon RX 6750 XT
December 05 2024
  2 Hours, 7 Minutes
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AMD Ryzen 9 5950X 16-Core - XFX AMD Radeon RX 6750 XT

Processor: AMD Ryzen 9 5950X 16-Core @ 3.40GHz (16 Cores / 32 Threads), Motherboard: MSI B550 GAMING GEN3 (MS-7B86) v5.0 (P.91 BIOS), Chipset: AMD Starship/Matisse, Memory: 16 + 8 + 16 + 8 DDR4-3600MT/s, Disk: 2000GB CT2000P3PSSD8, Graphics: XFX AMD Radeon RX 6750 XT 12GB, Audio: AMD Navi 21/23, Monitor: XV271U M3, Network: Realtek RTL8111/8168/8211/8411 + Intel Wi-Fi 6 AX200

OS: Ubuntu 24.04, Kernel: 6.8.0-49-generic (x86_64), Desktop: GNOME Shell 46.0, Display Server: X Server + Wayland, OpenGL: 4.6 Mesa 24.2.0-devel (LLVM 18.1.7 DRM 3.58), OpenCL: OpenCL 2.1 AMD-APP (3625.0), Compiler: GCC 13.2.0, File-System: ext4, Screen Resolution: 2560x1440

Kernel Notes: Transparent Huge Pages: madvise
Processor Notes: Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0xa201210
Python Notes: Python 3.12.3
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: Not affected + 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; IBRS_FW; STIBP: always-on; RSB filling; PBRSB-eIBRS: Not affected; BHI: Not affected + srbds: Not affected + tsx_async_abort: Not affected

ryzen 5950x pytorchOpenBenchmarking.orgPhoronix Test SuiteAMD Ryzen 9 5950X 16-Core @ 3.40GHz (16 Cores / 32 Threads)MSI B550 GAMING GEN3 (MS-7B86) v5.0 (P.91 BIOS)AMD Starship/Matisse16 + 8 + 16 + 8 DDR4-3600MT/s2000GB CT2000P3PSSD8XFX AMD Radeon RX 6750 XT 12GBAMD Navi 21/23XV271U M3Realtek RTL8111/8168/8211/8411 + Intel Wi-Fi 6 AX200Ubuntu 24.046.8.0-49-generic (x86_64)GNOME Shell 46.0X Server + Wayland4.6 Mesa 24.2.0-devel (LLVM 18.1.7 DRM 3.58)OpenCL 2.1 AMD-APP (3625.0)GCC 13.2.0ext42560x1440ProcessorMotherboardChipsetMemoryDiskGraphicsAudioMonitorNetworkOSKernelDesktopDisplay ServerOpenGLOpenCLCompilerFile-SystemScreen ResolutionRyzen 5950x Pytorch BenchmarksSystem Logs- Transparent Huge Pages: madvise- Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0xa201210 - Python 3.12.3- 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: Not affected + 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; IBRS_FW; STIBP: always-on; RSB filling; PBRSB-eIBRS: Not affected; BHI: Not affected + srbds: Not affected + tsx_async_abort: Not affected

ryzen 5950x pytorchpytorch: CPU - 512 - Efficientnet_v2_lpytorch: CPU - 256 - Efficientnet_v2_lpytorch: CPU - 64 - Efficientnet_v2_lpytorch: CPU - 32 - Efficientnet_v2_lpytorch: CPU - 16 - Efficientnet_v2_lpytorch: CPU - 1 - Efficientnet_v2_lpytorch: CPU - 512 - ResNet-152pytorch: CPU - 256 - ResNet-152pytorch: CPU - 64 - ResNet-152pytorch: CPU - 512 - ResNet-50pytorch: CPU - 32 - ResNet-152pytorch: CPU - 256 - ResNet-50pytorch: CPU - 16 - ResNet-152pytorch: CPU - 64 - ResNet-50pytorch: CPU - 32 - ResNet-50pytorch: CPU - 16 - ResNet-50pytorch: CPU - 1 - ResNet-152pytorch: CPU - 1 - ResNet-50AMD Ryzen 9 5950X 16-Core - XFX AMD Radeon RX 6750 XT7.747.757.747.857.8410.7713.2413.1813.1533.6613.1534.1313.0733.6933.4433.4717.5243.31OpenBenchmarking.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: 512 - Model: Efficientnet_v2_lAMD Ryzen 9 5950X 16-Core - XFX AMD Radeon RX 6750 XT246810SE +/- 0.03, N = 37.74MIN: 7.28 / MAX: 7.86

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.2.1Device: CPU - Batch Size: 256 - Model: Efficientnet_v2_lAMD Ryzen 9 5950X 16-Core - XFX AMD Radeon RX 6750 XT246810SE +/- 0.01, N = 37.75MIN: 7.31 / MAX: 7.83

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.2.1Device: CPU - Batch Size: 64 - Model: Efficientnet_v2_lAMD Ryzen 9 5950X 16-Core - XFX AMD Radeon RX 6750 XT246810SE +/- 0.03, N = 37.74MIN: 7.32 / MAX: 7.85

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.2.1Device: CPU - Batch Size: 32 - Model: Efficientnet_v2_lAMD Ryzen 9 5950X 16-Core - XFX AMD Radeon RX 6750 XT246810SE +/- 0.07, N = 37.85MIN: 7.4 / MAX: 8.04

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.2.1Device: CPU - Batch Size: 16 - Model: Efficientnet_v2_lAMD Ryzen 9 5950X 16-Core - XFX AMD Radeon RX 6750 XT246810SE +/- 0.06, N = 37.84MIN: 7.4 / MAX: 8.03

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.2.1Device: CPU - Batch Size: 1 - Model: Efficientnet_v2_lAMD Ryzen 9 5950X 16-Core - XFX AMD Radeon RX 6750 XT3691215SE +/- 0.01, N = 310.77MIN: 10.22 / MAX: 10.88

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.2.1Device: CPU - Batch Size: 512 - Model: ResNet-152AMD Ryzen 9 5950X 16-Core - XFX AMD Radeon RX 6750 XT3691215SE +/- 0.14, N = 313.24MIN: 10.7 / MAX: 13.64

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.2.1Device: CPU - Batch Size: 256 - Model: ResNet-152AMD Ryzen 9 5950X 16-Core - XFX AMD Radeon RX 6750 XT3691215SE +/- 0.04, N = 313.18MIN: 12.08 / MAX: 13.34

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.2.1Device: CPU - Batch Size: 64 - Model: ResNet-152AMD Ryzen 9 5950X 16-Core - XFX AMD Radeon RX 6750 XT3691215SE +/- 0.04, N = 313.15MIN: 12.16 / MAX: 13.34

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.2.1Device: CPU - Batch Size: 512 - Model: ResNet-50AMD Ryzen 9 5950X 16-Core - XFX AMD Radeon RX 6750 XT816243240SE +/- 0.08, N = 333.66MIN: 30.95 / MAX: 34.3

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.2.1Device: CPU - Batch Size: 32 - Model: ResNet-152AMD Ryzen 9 5950X 16-Core - XFX AMD Radeon RX 6750 XT3691215SE +/- 0.05, N = 313.15MIN: 12.1 / MAX: 13.38

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.2.1Device: CPU - Batch Size: 256 - Model: ResNet-50AMD Ryzen 9 5950X 16-Core - XFX AMD Radeon RX 6750 XT816243240SE +/- 0.17, N = 334.13MIN: 31.25 / MAX: 34.8

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.2.1Device: CPU - Batch Size: 16 - Model: ResNet-152AMD Ryzen 9 5950X 16-Core - XFX AMD Radeon RX 6750 XT3691215SE +/- 0.06, N = 313.07MIN: 12.02 / MAX: 13.33

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.2.1Device: CPU - Batch Size: 64 - Model: ResNet-50AMD Ryzen 9 5950X 16-Core - XFX AMD Radeon RX 6750 XT816243240SE +/- 0.35, N = 333.69MIN: 28.74 / MAX: 34.58

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.2.1Device: CPU - Batch Size: 32 - Model: ResNet-50AMD Ryzen 9 5950X 16-Core - XFX AMD Radeon RX 6750 XT816243240SE +/- 0.06, N = 333.44MIN: 31.16 / MAX: 34.01

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.2.1Device: CPU - Batch Size: 16 - Model: ResNet-50AMD Ryzen 9 5950X 16-Core - XFX AMD Radeon RX 6750 XT816243240SE +/- 0.15, N = 333.47MIN: 30.88 / MAX: 34.14

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.2.1Device: CPU - Batch Size: 1 - Model: ResNet-152AMD Ryzen 9 5950X 16-Core - XFX AMD Radeon RX 6750 XT48121620SE +/- 0.18, N = 517.52MIN: 16.26 / MAX: 18.39

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.2.1Device: CPU - Batch Size: 1 - Model: ResNet-50AMD Ryzen 9 5950X 16-Core - XFX AMD Radeon RX 6750 XT1020304050SE +/- 0.05, N = 343.31MIN: 35.95 / MAX: 44.48

AMD Ryzen 9 5950X 16-Core - XFX AMD Radeon RX 6750 XT

Processor: AMD Ryzen 9 5950X 16-Core @ 3.40GHz (16 Cores / 32 Threads), Motherboard: MSI B550 GAMING GEN3 (MS-7B86) v5.0 (P.91 BIOS), Chipset: AMD Starship/Matisse, Memory: 16 + 8 + 16 + 8 DDR4-3600MT/s, Disk: 2000GB CT2000P3PSSD8, Graphics: XFX AMD Radeon RX 6750 XT 12GB, Audio: AMD Navi 21/23, Monitor: XV271U M3, Network: Realtek RTL8111/8168/8211/8411 + Intel Wi-Fi 6 AX200

OS: Ubuntu 24.04, Kernel: 6.8.0-49-generic (x86_64), Desktop: GNOME Shell 46.0, Display Server: X Server + Wayland, OpenGL: 4.6 Mesa 24.2.0-devel (LLVM 18.1.7 DRM 3.58), OpenCL: OpenCL 2.1 AMD-APP (3625.0), Compiler: GCC 13.2.0, File-System: ext4, Screen Resolution: 2560x1440

Kernel Notes: Transparent Huge Pages: madvise
Processor Notes: Scaling Governor: acpi-cpufreq schedutil (Boost: Enabled) - CPU Microcode: 0xa201210
Python Notes: Python 3.12.3
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: Not affected + 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; IBRS_FW; STIBP: always-on; RSB filling; PBRSB-eIBRS: Not affected; BHI: Not affected + srbds: Not affected + tsx_async_abort: Not affected

Testing initiated at 5 December 2024 04:02 by user devin.