Pytorch

2 x Intel Xeon Gold 6138 testing with a GIGABYTE V4288 MD61-SC2-00 v01000100 (R22 BIOS) and ASPEED on Debian 12 via the Phoronix Test Suite.

HTML result view exported from: https://openbenchmarking.org/result/2412265-ATTA-PYTORCH23.

PytorchProcessorMotherboardChipsetMemoryDiskGraphicsMonitorNetworkOSKernelCompilerFile-SystemScreen Resolution2 x Intel Xeon Gold 6138 - ASPEED - GIGABYTE V42882 x Intel Xeon Gold 6138 (40 Cores / 80 Threads)GIGABYTE V4288 MD61-SC2-00 v01000100 (R22 BIOS)Intel Sky Lake-E DMI3 Registers16 + 16 + 32 + 32 + 32 + 32 + 32 DDR4-2666MT/s1000GB Western Digital WD10EZEX-21M + 1000GB Seagate ST1000DM003-1SB1ASPEEDS22F3502 x Intel X722 for 1GbE + 2 x QLogic FastLinQ QL41000 10/25/40/50GbEDebian 126.1.0-26-amd64 (x86_64)GCC 12.2.0ext41920x1080OpenBenchmarking.org- Transparent Huge Pages: always- CPU Microcode: 0x2007006- Python 3.11.2- gather_data_sampling: Mitigation of Microcode + itlb_multihit: KVM: Mitigation of VMX disabled + l1tf: Mitigation of PTE Inversion; VMX: conditional cache flushes SMT vulnerable + mds: Mitigation of Clear buffers; SMT vulnerable + meltdown: Mitigation of PTI + mmio_stale_data: Mitigation of Clear buffers; SMT vulnerable + reg_file_data_sampling: Not affected + retbleed: Mitigation of IBRS + spec_rstack_overflow: Not affected + spec_store_bypass: Mitigation of SSB disabled via prctl + spectre_v1: Mitigation of usercopy/swapgs barriers and __user pointer sanitization + spectre_v2: Mitigation of IBRS; IBPB: conditional; STIBP: conditional; RSB filling; PBRSB-eIBRS: Not affected; BHI: Not affected + srbds: Not affected + tsx_async_abort: Mitigation of Clear buffers; SMT vulnerable

Pytorchpytorch: CPU - 1 - ResNet-50pytorch: CPU - 1 - ResNet-152pytorch: CPU - 1 - Efficientnet_v2_l2 x Intel Xeon Gold 6138 - ASPEED - GIGABYTE V428826.2610.905.54OpenBenchmarking.org

PyTorch

Device: CPU - Batch Size: 1 - Model: ResNet-50

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.2.1Device: CPU - Batch Size: 1 - Model: ResNet-502 x Intel Xeon Gold 6138 - ASPEED - GIGABYTE V4288612182430SE +/- 1.17, N = 226.26MIN: 16.44 / MAX: 30.39

PyTorch

Device: CPU - Batch Size: 1 - Model: ResNet-152

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.2.1Device: CPU - Batch Size: 1 - Model: ResNet-1522 x Intel Xeon Gold 6138 - ASPEED - GIGABYTE V42883691215SE +/- 0.13, N = 210.90MIN: 7.45 / MAX: 11.55

PyTorch

Device: CPU - Batch Size: 1 - Model: Efficientnet_v2_l

OpenBenchmarking.orgbatches/sec, More Is BetterPyTorch 2.2.1Device: CPU - Batch Size: 1 - Model: Efficientnet_v2_l2 x Intel Xeon Gold 6138 - ASPEED - GIGABYTE V42881.24652.4933.73954.9866.2325SE +/- 0.06, N = 25.54MIN: 4.42 / MAX: 6.38

Phoronix Test Suite v10.8.5