Intel Core i7-13700K testing with a ASUS PRIME Z790-P WIFI (1010 BIOS) and NVIDIA GeForce RTX 3090 24GB on Ubuntu 22.04 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 2402267-NE-240225PYT25
240225pytorch,
"PyTorch 2.1 - Device: CPU - Batch Size: 16 - Model: ResNet-50",
Higher Results Are Better
"240225pytorch",30.371219301197,34.811391348187,34.848145019063,35.304196514262,35.072727671518,35.16471985131,35.660769495682,35.032690255038,34.576670498846,34.584951476713,33.467920844239,34.490089919309,34.077082370788,35.194609978744
"PyTorch 2.1 - Device: CPU - Batch Size: 32 - Model: ResNet-50",
Higher Results Are Better
"240225pytorch",33.23831354478,35.123181544366,33.723506439109,35.188899280544,35.081898185202,30.850163651584,30.589970606683,34.430602966383,33.813557857663,34.731206807747,34.626545266952,32.025305098793
"PyTorch 2.1 - Device: CPU - Batch Size: 64 - Model: ResNet-50",
Higher Results Are Better
"240225pytorch",31.760247722775,30.89743959209,35.220487760048,33.886063150542,32.501952981271,34.672110642044,30.706072555127,35.195172239034,34.929239740043,34.392396379606,33.243291410622,35.071944629694,30.931486873895,30.545404784412,35.234432142942
"PyTorch 2.1 - Device: CPU - Batch Size: 256 - Model: ResNet-50",
Higher Results Are Better
"240225pytorch",35.345592802891,33.895615965067,30.812228037449,34.983348053693,34.96077436,30.761607822737,34.577106677884,30.726076142219,35.241641628972,35.215747624173,33.460783467882,35.460082348674,35.575089939588,34.883938906893,35.241862295026
"PyTorch 2.1 - Device: NVIDIA CUDA GPU - Batch Size: 16 - Model: ResNet-50",
Higher Results Are Better
"240225pytorch",436.34724878736,436.82355121733,435.2597950359
"PyTorch 2.1 - Device: NVIDIA CUDA GPU - Batch Size: 32 - Model: ResNet-50",
Higher Results Are Better
"240225pytorch",437.54322479313,436.42688942074,436.44060514344
"PyTorch 2.1 - Device: NVIDIA CUDA GPU - Batch Size: 64 - Model: ResNet-50",
Higher Results Are Better
"240225pytorch",413.88279221153,435.59709482759,436.56921081551,435.88281524688,434.07185208474
"PyTorch 2.1 - Device: NVIDIA CUDA GPU - Batch Size: 256 - Model: ResNet-50",
Higher Results Are Better
"240225pytorch",435.8687550448,436.43896270113,436.06441794559