onnx runtime 1.14 amd ryzen 7900

AMD Ryzen 9 7900 12-Core testing with a Gigabyte B650M DS3H (F4h BIOS) and Gigabyte AMD Raphael 512MB on Ubuntu 22.10 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 2302113-NE-ONNXRUNTI86
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February 11 2023
  7 Hours, 15 Minutes
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February 11 2023
  55 Minutes
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February 11 2023
  55 Minutes
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onnx runtime 1.14 amd ryzen 7900 AMD Ryzen 9 7900 12-Core testing with a Gigabyte B650M DS3H (F4h BIOS) and Gigabyte AMD Raphael 512MB on Ubuntu 22.10 via the Phoronix Test Suite. ,,"a","b","c" Processor,,AMD Ryzen 9 7900 12-Core @ 3.70GHz (12 Cores / 24 Threads),AMD Ryzen 9 7900 12-Core @ 3.70GHz (12 Cores / 24 Threads),AMD Ryzen 9 7900 12-Core @ 3.70GHz (12 Cores / 24 Threads) Motherboard,,Gigabyte B650M DS3H (F4h BIOS),Gigabyte B650M DS3H (F4h BIOS),Gigabyte B650M DS3H (F4h BIOS) Chipset,,AMD Device 14d8,AMD Device 14d8,AMD Device 14d8 Memory,,32GB,32GB,32GB Disk,,1000GB Sabrent Rocket 4.0 Plus,1000GB Sabrent Rocket 4.0 Plus,1000GB Sabrent Rocket 4.0 Plus Graphics,,Gigabyte AMD Raphael 512MB (2200/2400MHz),Gigabyte AMD Raphael 512MB (2200/2400MHz),Gigabyte AMD Raphael 512MB (2200/2400MHz) Audio,,AMD Rembrandt Radeon HD Audio,AMD Rembrandt Radeon HD Audio,AMD Rembrandt Radeon HD Audio Monitor,,ASUS VP28U,ASUS VP28U,ASUS VP28U Network,,Realtek RTL8125 2.5GbE,Realtek RTL8125 2.5GbE,Realtek RTL8125 2.5GbE OS,,Ubuntu 22.10,Ubuntu 22.10,Ubuntu 22.10 Kernel,,6.2.0-060200rc5daily20230129-generic (x86_64),6.2.0-060200rc5daily20230129-generic (x86_64),6.2.0-060200rc5daily20230129-generic (x86_64) Desktop,,GNOME Shell 43.0,GNOME Shell 43.0,GNOME Shell 43.0 Display Server,,X Server 1.21.1.4 + Wayland,X Server 1.21.1.4 + Wayland,X Server 1.21.1.4 + Wayland OpenGL,,4.6 Mesa 23.0.0-devel (git-e20564c 2022-12-12 kinetic-oibaf-ppa) (LLVM 15.0.5 DRM 3.49),4.6 Mesa 23.0.0-devel (git-e20564c 2022-12-12 kinetic-oibaf-ppa) (LLVM 15.0.5 DRM 3.49),4.6 Mesa 23.0.0-devel (git-e20564c 2022-12-12 kinetic-oibaf-ppa) (LLVM 15.0.5 DRM 3.49) Vulkan,,1.3.235,1.3.235,1.3.235 Compiler,,GCC 12.2.0,GCC 12.2.0,GCC 12.2.0 File-System,,ext4,ext4,ext4 Screen Resolution,,3840x2160,3840x2160,3840x2160 ,,"a","b","c" "ONNX Runtime - Model: Faster R-CNN R-50-FPN-int8 - Device: CPU - Executor: Parallel (Inferences/sec)",HIB,46.1584,48.7839,45.5455 "ONNX Runtime - Model: fcn-resnet101-11 - Device: CPU - Executor: Parallel (Inferences/sec)",HIB,1.44749,1.42497,1.46501 "ONNX Runtime - Model: ArcFace ResNet-100 - Device: CPU - Executor: Parallel (Inferences/sec)",HIB,28.5525,28.0126,28.4802 "ONNX Runtime - Model: GPT-2 - Device: CPU - Executor: Parallel (Inferences/sec)",HIB,117.620,119.305,117.987 "ONNX Runtime - Model: bertsquad-12 - Device: CPU - Executor: Parallel (Inferences/sec)",HIB,12.7244,12.6537,12.5677 "ONNX Runtime - Model: CaffeNet 12-int8 - Device: CPU - Executor: Parallel (Inferences/sec)",HIB,747.703,756.209,747.942 "ONNX Runtime - Model: super-resolution-10 - Device: CPU - Executor: Parallel (Inferences/sec)",HIB,104.954,103.984,105.142 "ONNX Runtime - Model: ResNet50 v1-12-int8 - Device: CPU - Executor: Parallel (Inferences/sec)",HIB,342.109,343.334,339.558 "ONNX Runtime - Model: GPT-2 - Device: CPU - Executor: Standard (Inferences/sec)",HIB,139.851,140.464,140.869 "ONNX Runtime - Model: yolov4 - Device: CPU - Executor: Parallel (Inferences/sec)",HIB,7.89231,7.85662,7.88522 "ONNX Runtime - Model: Faster R-CNN R-50-FPN-int8 - Device: CPU - Executor: Standard (Inference Time Cost (ms))",LIB,17.9581,20.6953,20.7296 "ONNX Runtime - Model: Faster R-CNN R-50-FPN-int8 - Device: CPU - Executor: Standard (Inferences/sec)",HIB,56.4768,48.3156,48.2353 "ONNX Runtime - Model: Faster R-CNN R-50-FPN-int8 - Device: CPU - Executor: Parallel (Inference Time Cost (ms))",LIB,21.6724,20.4971,21.9541 "ONNX Runtime - Model: super-resolution-10 - Device: CPU - Executor: Standard (Inference Time Cost (ms))",LIB,7.57906,6.14844,8.53572 "ONNX Runtime - Model: super-resolution-10 - Device: CPU - Executor: Standard (Inferences/sec)",HIB,136.489,162.636,117.149 "ONNX Runtime - Model: super-resolution-10 - Device: CPU - Executor: Parallel (Inference Time Cost (ms))",LIB,9.52804,9.61619,9.51022 "ONNX Runtime - Model: ResNet50 v1-12-int8 - Device: CPU - Executor: Standard (Inference Time Cost (ms))",LIB,2.58475,2.57769,2.78527 "ONNX Runtime - Model: ResNet50 v1-12-int8 - Device: CPU - Executor: Standard (Inferences/sec)",HIB,388.919,387.843,358.939 "ONNX Runtime - Model: ResNet50 v1-12-int8 - Device: CPU - Executor: Parallel (Inference Time Cost (ms))",LIB,2.92224,2.91195,2.94418 "ONNX Runtime - Model: ArcFace ResNet-100 - Device: CPU - Executor: Standard (Inference Time Cost (ms))",LIB,26.0143,25.1227,28.2701 "ONNX Runtime - Model: ArcFace ResNet-100 - Device: CPU - Executor: Standard (Inferences/sec)",HIB,39.1002,39.802,35.3716 "ONNX Runtime - Model: ArcFace ResNet-100 - Device: CPU - Executor: Parallel (Inference Time Cost (ms))",LIB,35.0229,35.6974,35.1112 "ONNX Runtime - Model: fcn-resnet101-11 - Device: CPU - Executor: Standard (Inference Time Cost (ms))",LIB,417.423,393.062,382.71 "ONNX Runtime - Model: fcn-resnet101-11 - Device: CPU - Executor: Standard (Inferences/sec)",HIB,2.44468,2.54412,2.61293 "ONNX Runtime - Model: fcn-resnet101-11 - Device: CPU - Executor: Parallel (Inference Time Cost (ms))",LIB,690.920,701.765,682.589 "ONNX Runtime - Model: CaffeNet 12-int8 - Device: CPU - Executor: Standard (Inference Time Cost (ms))",LIB,1.072977,0.98564,0.984378 "ONNX Runtime - Model: CaffeNet 12-int8 - Device: CPU - Executor: Standard (Inferences/sec)",HIB,939.153,1014.19,1015.49 "ONNX Runtime - Model: CaffeNet 12-int8 - Device: CPU - Executor: Parallel (Inference Time Cost (ms))",LIB,1.33643,1.32121,1.33605 "ONNX Runtime - Model: bertsquad-12 - Device: CPU - Executor: Standard (Inference Time Cost (ms))",LIB,62.7802,54.7368,55.3673 "ONNX Runtime - Model: bertsquad-12 - Device: CPU - Executor: Standard (Inferences/sec)",HIB,16.3127,18.2687,18.0605 "ONNX Runtime - Model: bertsquad-12 - Device: CPU - Executor: Parallel (Inference Time Cost (ms))",LIB,78.6000,79.0267,79.5671 "ONNX Runtime - Model: yolov4 - Device: CPU - Executor: Standard (Inference Time Cost (ms))",LIB,103.9429,93.408,96.4742 "ONNX Runtime - Model: yolov4 - Device: CPU - Executor: Standard (Inferences/sec)",HIB,9.78495,10.7055,10.3652 "ONNX Runtime - Model: yolov4 - Device: CPU - Executor: Parallel (Inference Time Cost (ms))",LIB,126.714,127.279,126.818 "ONNX Runtime - Model: GPT-2 - Device: CPU - Executor: Standard (Inference Time Cost (ms))",LIB,7.14936,7.11735,7.09665 "ONNX Runtime - Model: GPT-2 - Device: CPU - Executor: Parallel (Inference Time Cost (ms))",LIB,8.49794,8.37831,8.47144