onnx 2024

AMD Ryzen 9 7950X 16-Core testing with a ASUS ROG STRIX X670E-E GAMING WIFI (1416 BIOS) and AMD Radeon RX 7900 XT 20GB on Ubuntu 23.10 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 2402035-PTS-ONNX202487
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a
February 03
  41 Minutes
b
February 03
  41 Minutes
c
February 03
  37 Minutes
d
February 03
  4 Hours, 27 Minutes
e
February 03
  5 Hours, 6 Minutes
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onnx 2024 AMD Ryzen 9 7950X 16-Core testing with a ASUS ROG STRIX X670E-E GAMING WIFI (1416 BIOS) and AMD Radeon RX 7900 XT 20GB on Ubuntu 23.10 via the Phoronix Test Suite. ,,"a","b","c","d","e" Processor,,AMD Ryzen 9 7950X 16-Core @ 5.88GHz (16 Cores / 32 Threads),AMD Ryzen 9 7950X 16-Core @ 5.88GHz (16 Cores / 32 Threads),AMD Ryzen 9 7950X 16-Core @ 5.88GHz (16 Cores / 32 Threads),AMD Ryzen 9 7950X 16-Core @ 5.88GHz (16 Cores / 32 Threads),AMD Ryzen 9 7950X 16-Core @ 5.88GHz (16 Cores / 32 Threads) Motherboard,,ASUS ROG STRIX X670E-E GAMING WIFI (1416 BIOS),ASUS ROG STRIX X670E-E GAMING WIFI (1416 BIOS),ASUS ROG STRIX X670E-E GAMING WIFI (1416 BIOS),ASUS ROG STRIX X670E-E GAMING WIFI (1416 BIOS),ASUS ROG STRIX X670E-E GAMING WIFI (1416 BIOS) Chipset,,AMD Device 14d8,AMD Device 14d8,AMD Device 14d8,AMD Device 14d8,AMD Device 14d8 Memory,,2 x 16 GB DRAM-6000MT/s G Skill F5-6000J3038F16G,2 x 16 GB DRAM-6000MT/s G Skill F5-6000J3038F16G,2 x 16 GB DRAM-6000MT/s G Skill F5-6000J3038F16G,2 x 16 GB DRAM-6000MT/s G Skill F5-6000J3038F16G,2 x 16 GB DRAM-6000MT/s G Skill F5-6000J3038F16G Disk,,2000GB Samsung SSD 980 PRO 2TB + 4001GB Western Digital WD_BLACK SN850X 4000GB,2000GB Samsung SSD 980 PRO 2TB + 4001GB Western Digital WD_BLACK SN850X 4000GB,2000GB Samsung SSD 980 PRO 2TB + 4001GB Western Digital WD_BLACK SN850X 4000GB,2000GB Samsung SSD 980 PRO 2TB + 4001GB Western Digital WD_BLACK SN850X 4000GB,2000GB Samsung SSD 980 PRO 2TB + 4001GB Western Digital WD_BLACK SN850X 4000GB Graphics,,AMD Radeon RX 7900 XT 20GB (2025/1249MHz),AMD Radeon RX 7900 XT 20GB (2025/1249MHz),AMD Radeon RX 7900 XT 20GB (2025/1249MHz),AMD Radeon RX 7900 XT 20GB (2025/1249MHz),AMD Radeon RX 7900 XT 20GB (2025/1249MHz) Audio,,AMD Navi 31 HDMI/DP,AMD Navi 31 HDMI/DP,AMD Navi 31 HDMI/DP,AMD Navi 31 HDMI/DP,AMD Navi 31 HDMI/DP Monitor,,DELL U2723QE,DELL U2723QE,DELL U2723QE,DELL U2723QE,DELL U2723QE Network,,Intel I225-V + Intel Wi-Fi 6 AX210/AX211/AX411,Intel I225-V + Intel Wi-Fi 6 AX210/AX211/AX411,Intel I225-V + Intel Wi-Fi 6 AX210/AX211/AX411,Intel I225-V + Intel Wi-Fi 6 AX210/AX211/AX411,Intel I225-V + Intel Wi-Fi 6 AX210/AX211/AX411 OS,,Ubuntu 23.10,Ubuntu 23.10,Ubuntu 23.10,Ubuntu 23.10,Ubuntu 23.10 Kernel,,6.7.0-060700-generic (x86_64),6.7.0-060700-generic (x86_64),6.7.0-060700-generic (x86_64),6.7.0-060700-generic (x86_64),6.7.0-060700-generic (x86_64) Desktop,,GNOME Shell 45.2,GNOME Shell 45.2,GNOME Shell 45.2,GNOME Shell 45.2,GNOME Shell 45.2 Display Server,,X Server 1.21.1.7 + Wayland,X Server 1.21.1.7 + Wayland,X Server 1.21.1.7 + Wayland,X Server 1.21.1.7 + Wayland,X Server 1.21.1.7 + Wayland OpenGL,,4.6 Mesa 24.1~git2401150600.33b77e~oibaf~m (git-33b77ec 2024-01-15 mantic-oibaf-ppa) (LLVM 16.0.6 DRM 3.56),4.6 Mesa 24.1~git2401150600.33b77e~oibaf~m (git-33b77ec 2024-01-15 mantic-oibaf-ppa) (LLVM 16.0.6 DRM 3.56),4.6 Mesa 24.1~git2401150600.33b77e~oibaf~m (git-33b77ec 2024-01-15 mantic-oibaf-ppa) (LLVM 16.0.6 DRM 3.56),4.6 Mesa 24.1~git2401150600.33b77e~oibaf~m (git-33b77ec 2024-01-15 mantic-oibaf-ppa) (LLVM 16.0.6 DRM 3.56),4.6 Mesa 24.1~git2401150600.33b77e~oibaf~m (git-33b77ec 2024-01-15 mantic-oibaf-ppa) (LLVM 16.0.6 DRM 3.56) Compiler,,GCC 13.2.0 + LLVM 16.0.6,GCC 13.2.0 + LLVM 16.0.6,GCC 13.2.0 + LLVM 16.0.6,GCC 13.2.0 + LLVM 16.0.6,GCC 13.2.0 + LLVM 16.0.6 File-System,,ext4,ext4,ext4,ext4,ext4 Screen Resolution,,3840x2160,3840x2160,3840x2160,3840x2160,3840x2160 ,,"a","b","c","d","e" "ONNX Runtime - Model: GPT-2 - Device: CPU - Executor: Parallel (Inferences/sec)",HIB,138.591,139.978,140.497,139.621,140.666 "ONNX Runtime - Model: GPT-2 - Device: CPU - Executor: Standard (Inferences/sec)",HIB,162.765,159.018,163.099,158.345,161.009 "ONNX Runtime - Model: yolov4 - Device: CPU - Executor: Parallel (Inferences/sec)",HIB,12.0713,11.76,12.1896,11.8377,11.7858 "ONNX Runtime - Model: yolov4 - Device: CPU - Executor: Standard (Inferences/sec)",HIB,13.1265,10.862,13.2437,13.0096,11.9183 "ONNX Runtime - Model: T5 Encoder - Device: CPU - Executor: Parallel (Inferences/sec)",HIB,182.744,181.895,182.59,184.529,182.748 "ONNX Runtime - Model: T5 Encoder - Device: CPU - Executor: Standard (Inferences/sec)",HIB,194.397,195.094,175.7,193.584,191.073 "ONNX Runtime - Model: bertsquad-12 - Device: CPU - Executor: Parallel (Inferences/sec)",HIB,15.3613,16.4348,16.1458,15.5979,15.7559 "ONNX Runtime - Model: bertsquad-12 - Device: CPU - Executor: Standard (Inferences/sec)",HIB,20.9365,15.5174,20.9808,20.8843,18.3880 "ONNX Runtime - Model: CaffeNet 12-int8 - Device: CPU - Executor: Parallel (Inferences/sec)",HIB,909.7,903.541,887.446,894.706,892.467 "ONNX Runtime - Model: CaffeNet 12-int8 - Device: CPU - Executor: Standard (Inferences/sec)",HIB,1207.09,1126.85,973.694,1012.625,1206.81 "ONNX Runtime - Model: fcn-resnet101-11 - Device: CPU - Executor: Parallel (Inferences/sec)",HIB,1.87559,1.82346,1.90846,1.86086,1.84548 "ONNX Runtime - Model: fcn-resnet101-11 - Device: CPU - Executor: Standard (Inferences/sec)",HIB,3.24523,3.29562,3.31084,3.28368,2.47468 "ONNX Runtime - Model: ArcFace ResNet-100 - Device: CPU - Executor: Parallel (Inferences/sec)",HIB,36.9262,36.6296,36.7446,36.1231,36.8815 "ONNX Runtime - Model: ArcFace ResNet-100 - Device: CPU - Executor: Standard (Inferences/sec)",HIB,46.8456,46.8603,47.0498,45.1120,45.2489 "ONNX Runtime - Model: ResNet50 v1-12-int8 - Device: CPU - Executor: Parallel (Inferences/sec)",HIB,382.831,380.349,376.531,375.294,372.404 "ONNX Runtime - Model: ResNet50 v1-12-int8 - Device: CPU - Executor: Standard (Inferences/sec)",HIB,469.555,470.276,387.272,456.821,413.531 "ONNX Runtime - Model: super-resolution-10 - Device: CPU - Executor: Parallel (Inferences/sec)",HIB,129.14,129.638,128.391,128.833,128.977 "ONNX Runtime - Model: super-resolution-10 - Device: CPU - Executor: Standard (Inferences/sec)",HIB,207.196,207.43,200.636,192.925,165.760 "ONNX Runtime - Model: Faster R-CNN R-50-FPN-int8 - Device: CPU - Executor: Parallel (Inferences/sec)",HIB,47.9216,47.6597,,48.4158,47.9037 "ONNX Runtime - Model: Faster R-CNN R-50-FPN-int8 - Device: CPU - Executor: Standard (Inferences/sec)",HIB,65.778,65.4763,,61.4089,60.9887 "ONNX Runtime - Model: GPT-2 - Device: CPU - Executor: Parallel (Inference Time Cost (ms))",LIB,7.21183,7.13996,7.1134,7.15826,7.10485 "ONNX Runtime - Model: GPT-2 - Device: CPU - Executor: Standard (Inference Time Cost (ms))",LIB,6.14139,6.28555,6.12878,6.32885,6.21146 "ONNX Runtime - Model: yolov4 - Device: CPU - Executor: Parallel (Inference Time Cost (ms))",LIB,82.8393,85.0315,82.0351,84.4855,84.8671 "ONNX Runtime - Model: yolov4 - Device: CPU - Executor: Standard (Inference Time Cost (ms))",LIB,76.1794,92.0615,75.5056,76.8741,84.7111 "ONNX Runtime - Model: T5 Encoder - Device: CPU - Executor: Parallel (Inference Time Cost (ms))",LIB,5.47142,5.49686,5.47609,5.41860,5.47131 "ONNX Runtime - Model: T5 Encoder - Device: CPU - Executor: Standard (Inference Time Cost (ms))",LIB,5.14336,5.12505,5.68968,5.16511,5.23397 "ONNX Runtime - Model: bertsquad-12 - Device: CPU - Executor: Parallel (Inference Time Cost (ms))",LIB,65.0969,60.845,61.9341,64.1141,63.4679 "ONNX Runtime - Model: bertsquad-12 - Device: CPU - Executor: Standard (Inference Time Cost (ms))",LIB,47.7613,64.4411,47.6607,47.8807,55.5537 "ONNX Runtime - Model: CaffeNet 12-int8 - Device: CPU - Executor: Parallel (Inference Time Cost (ms))",LIB,1.09815,1.10576,1.1258,1.11678,1.11950 "ONNX Runtime - Model: CaffeNet 12-int8 - Device: CPU - Executor: Standard (Inference Time Cost (ms))",LIB,0.828027,0.887052,1.02652,0.995978,0.828290 "ONNX Runtime - Model: fcn-resnet101-11 - Device: CPU - Executor: Parallel (Inference Time Cost (ms))",LIB,533.163,548.407,523.98,537.387,542.057 "ONNX Runtime - Model: fcn-resnet101-11 - Device: CPU - Executor: Standard (Inference Time Cost (ms))",LIB,308.143,303.431,302.036,304.535,423.305 "ONNX Runtime - Model: ArcFace ResNet-100 - Device: CPU - Executor: Parallel (Inference Time Cost (ms))",LIB,27.0802,27.2993,27.2137,27.6822,27.1137 "ONNX Runtime - Model: ArcFace ResNet-100 - Device: CPU - Executor: Standard (Inference Time Cost (ms))",LIB,21.3455,21.3386,21.2529,22.2643,22.2438 "ONNX Runtime - Model: ResNet50 v1-12-int8 - Device: CPU - Executor: Parallel (Inference Time Cost (ms))",LIB,2.61147,2.62849,2.65494,2.66409,2.68514 "ONNX Runtime - Model: ResNet50 v1-12-int8 - Device: CPU - Executor: Standard (Inference Time Cost (ms))",LIB,2.12926,2.12591,2.58167,2.19267,2.43146 "ONNX Runtime - Model: super-resolution-10 - Device: CPU - Executor: Parallel (Inference Time Cost (ms))",LIB,7.74287,7.71312,7.78802,7.76130,7.75298 "ONNX Runtime - Model: super-resolution-10 - Device: CPU - Executor: Standard (Inference Time Cost (ms))",LIB,4.82607,4.82062,4.98387,5.33607,6.27994 "ONNX Runtime - Model: Faster R-CNN R-50-FPN-int8 - Device: CPU - Executor: Parallel (Inference Time Cost (ms))",LIB,20.8658,20.9805,,20.6537,20.8741 "ONNX Runtime - Model: Faster R-CNN R-50-FPN-int8 - Device: CPU - Executor: Standard (Inference Time Cost (ms))",LIB,15.2012,15.2712,,16.4681,16.5767