onnx 119

AMD Ryzen Threadripper 7980X 64-Cores testing with a System76 Thelio Major (FA Z5 BIOS) and AMD Radeon Pro W7900 on Ubuntu 24.10 via the Phoronix Test Suite.

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a
August 21
  5 Hours, 1 Minute
b
August 21
  6 Hours, 11 Minutes
c
August 22
  1 Hour, 12 Minutes
d
August 22
  1 Hour, 12 Minutes
e
August 22
  1 Hour, 12 Minutes
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  2 Hours, 58 Minutes

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onnx 119 AMD Ryzen Threadripper 7980X 64-Cores testing with a System76 Thelio Major (FA Z5 BIOS) and AMD Radeon Pro W7900 on Ubuntu 24.10 via the Phoronix Test Suite. ,,"a","b","c","d","e" Processor,,AMD Ryzen Threadripper 7980X 64-Cores @ 7.79GHz (64 Cores / 128 Threads),AMD Ryzen Threadripper 7980X 64-Cores @ 7.79GHz (64 Cores / 128 Threads),AMD Ryzen Threadripper 7980X 64-Cores @ 7.79GHz (64 Cores / 128 Threads),AMD Ryzen Threadripper 7980X 64-Cores @ 7.79GHz (64 Cores / 128 Threads),AMD Ryzen Threadripper 7980X 64-Cores @ 7.79GHz (64 Cores / 128 Threads) Motherboard,,System76 Thelio Major (FA Z5 BIOS),System76 Thelio Major (FA Z5 BIOS),System76 Thelio Major (FA Z5 BIOS),System76 Thelio Major (FA Z5 BIOS),System76 Thelio Major (FA Z5 BIOS) Chipset,,AMD Device 14a4,AMD Device 14a4,AMD Device 14a4,AMD Device 14a4,AMD Device 14a4 Memory,,4 x 32GB DDR5-4800MT/s Micron MTC20F1045S1RC48BA2,4 x 32GB DDR5-4800MT/s Micron MTC20F1045S1RC48BA2,4 x 32GB DDR5-4800MT/s Micron MTC20F1045S1RC48BA2,4 x 32GB DDR5-4800MT/s Micron MTC20F1045S1RC48BA2,4 x 32GB DDR5-4800MT/s Micron MTC20F1045S1RC48BA2 Disk,,1000GB CT1000T700SSD5,1000GB CT1000T700SSD5,1000GB CT1000T700SSD5,1000GB CT1000T700SSD5,1000GB CT1000T700SSD5 Graphics,,AMD Radeon Pro W7900,AMD Radeon Pro W7900,AMD Radeon Pro W7900,AMD Radeon Pro W7900,AMD Radeon Pro W7900 Audio,,AMD Device 14cc,AMD Device 14cc,AMD Device 14cc,AMD Device 14cc,AMD Device 14cc Monitor,,DELL P2415Q,DELL P2415Q,DELL P2415Q,DELL P2415Q,DELL P2415Q Network,,Aquantia AQC113C NBase-T/IEEE + Realtek RTL8125 2.5GbE + Intel Wi-Fi 6E,Aquantia AQC113C NBase-T/IEEE + Realtek RTL8125 2.5GbE + Intel Wi-Fi 6E,Aquantia AQC113C NBase-T/IEEE + Realtek RTL8125 2.5GbE + Intel Wi-Fi 6E,Aquantia AQC113C NBase-T/IEEE + Realtek RTL8125 2.5GbE + Intel Wi-Fi 6E,Aquantia AQC113C NBase-T/IEEE + Realtek RTL8125 2.5GbE + Intel Wi-Fi 6E OS,,Ubuntu 24.10,Ubuntu 24.10,Ubuntu 24.10,Ubuntu 24.10,Ubuntu 24.10 Kernel,,6.8.0-31-generic (x86_64),6.8.0-31-generic (x86_64),6.8.0-31-generic (x86_64),6.8.0-31-generic (x86_64),6.8.0-31-generic (x86_64) Desktop,,GNOME Shell,GNOME Shell,GNOME Shell,GNOME Shell,GNOME Shell Display Server,,X Server + Wayland,X Server + Wayland,X Server + Wayland,X Server + Wayland,X Server + Wayland OpenGL,,4.6 Mesa 24.0.9-0ubuntu2 (LLVM 17.0.6 DRM 3.57),4.6 Mesa 24.0.9-0ubuntu2 (LLVM 17.0.6 DRM 3.57),4.6 Mesa 24.0.9-0ubuntu2 (LLVM 17.0.6 DRM 3.57),4.6 Mesa 24.0.9-0ubuntu2 (LLVM 17.0.6 DRM 3.57),4.6 Mesa 24.0.9-0ubuntu2 (LLVM 17.0.6 DRM 3.57) Compiler,,GCC 14.2.0,GCC 14.2.0,GCC 14.2.0,GCC 14.2.0,GCC 14.2.0 File-System,,ext4,ext4,ext4,ext4,ext4 Screen Resolution,,1920x1200,1920x1200,1920x1200,1920x1200,1920x1200 ,,"a","b","c","d","e" "SVT-AV1 - Encoder Mode: Preset 3 - Input: Beauty 4K 10-bit (FPS)",HIB,1.864,1.857,1.867,1.874,1.867 "ONNX Runtime - Model: fcn-resnet101-11 - Device: CPU - Executor: Parallel (Inference Time Cost (ms))",LIB,908.296,913.539,913.494,873.467,889.231 "ONNX Runtime - Model: fcn-resnet101-11 - Device: CPU - Executor: Parallel (Inferences/sec)",HIB,1.10358,1.09825,1.09469,1.14486,1.12456 "ONNX Runtime - Model: fcn-resnet101-11 - Device: CPU - Executor: Standard (Inference Time Cost (ms))",LIB,257.990,252.335,291.444,288.124,276.923 "ONNX Runtime - Model: fcn-resnet101-11 - Device: CPU - Executor: Standard (Inferences/sec)",HIB,3.92686,4.00404,3.43115,3.47069,3.61108 "SVT-AV1 - Encoder Mode: Preset 3 - Input: Bosphorus 4K (FPS)",HIB,13.398,13.350,13.53,13.381,13.413 "SVT-AV1 - Encoder Mode: Preset 5 - Input: Beauty 4K 10-bit (FPS)",HIB,7.775,7.801,7.811,7.809,7.765 "ONNX Runtime - Model: ZFNet-512 - Device: CPU - Executor: Standard (Inference Time Cost (ms))",LIB,12.2268,12.2939,12.1186,12.2426,12.7923 "ONNX Runtime - Model: ZFNet-512 - Device: CPU - Executor: Standard (Inferences/sec)",HIB,81.7752,81.4158,82.4953,81.6673,78.1552 "ONNX Runtime - Model: yolov4 - Device: CPU - Executor: Parallel (Inference Time Cost (ms))",LIB,189.677,195.128,188.5,199.707,195.366 "ONNX Runtime - Model: yolov4 - Device: CPU - Executor: Parallel (Inferences/sec)",HIB,5.27246,5.12789,5.30486,5.00717,5.11842 "ONNX Runtime - Model: bertsquad-12 - Device: CPU - Executor: Standard (Inference Time Cost (ms))",LIB,78.9209,78.5721,75.8716,76.9365,78.4717 "ONNX Runtime - Model: bertsquad-12 - Device: CPU - Executor: Standard (Inferences/sec)",HIB,12.6730,12.7377,13.1796,12.9971,12.7428 "ONNX Runtime - Model: Faster R-CNN R-50-FPN-int8 - Device: CPU - Executor: Parallel (Inference Time Cost (ms))",LIB,34.8288,34.6450,36.1605,36.2111,36.0242 "ONNX Runtime - Model: Faster R-CNN R-50-FPN-int8 - Device: CPU - Executor: Parallel (Inferences/sec)",HIB,28.7259,28.8766,27.6526,27.6139,27.7572 "ONNX Runtime - Model: CaffeNet 12-int8 - Device: CPU - Executor: Parallel (Inference Time Cost (ms))",LIB,4.88925,4.99490,5.61236,4.69742,4.74627 "ONNX Runtime - Model: CaffeNet 12-int8 - Device: CPU - Executor: Parallel (Inferences/sec)",HIB,204.479,200.840,178.126,212.81,210.622 "ONNX Runtime - Model: bertsquad-12 - Device: CPU - Executor: Parallel (Inference Time Cost (ms))",LIB,147.814,145.784,144.559,140.724,142.422 "ONNX Runtime - Model: bertsquad-12 - Device: CPU - Executor: Parallel (Inferences/sec)",HIB,6.76854,6.86262,6.9174,7.10593,7.02121 "SVT-AV1 - Encoder Mode: Preset 8 - Input: Beauty 4K 10-bit (FPS)",HIB,10.844,10.827,10.852,10.873,10.965 "SVT-AV1 - Encoder Mode: Preset 3 - Input: Bosphorus 1080p (FPS)",HIB,36.605,36.553,36.664,36.707,36.456 "ONNX Runtime - Model: super-resolution-10 - Device: CPU - Executor: Standard (Inference Time Cost (ms))",LIB,9.94497,9.93654,9.91284,9.52165,10.0592 "ONNX Runtime - Model: super-resolution-10 - Device: CPU - Executor: Standard (Inferences/sec)",HIB,100.5927,100.6830,100.876,105.021,99.4083 "ONNX Runtime - Model: yolov4 - Device: CPU - Executor: Standard (Inference Time Cost (ms))",LIB,114.152,114.827,110.418,113.726,110.033 "ONNX Runtime - Model: yolov4 - Device: CPU - Executor: Standard (Inferences/sec)",HIB,8.76007,8.71251,9.05619,8.79279,9.08788 "SVT-AV1 - Encoder Mode: Preset 13 - Input: Beauty 4K 10-bit (FPS)",HIB,19.520,19.417,19.396,19.442,19.441 "ONNX Runtime - Model: ResNet101_DUC_HDC-12 - Device: CPU - Executor: Parallel (Inference Time Cost (ms))",LIB,621.226,625.060,617.6,630.805,621.076 "ONNX Runtime - Model: ResNet101_DUC_HDC-12 - Device: CPU - Executor: Parallel (Inferences/sec)",HIB,1.60987,1.59999,1.61916,1.58526,1.6101 "ONNX Runtime - Model: ResNet101_DUC_HDC-12 - Device: CPU - Executor: Standard (Inference Time Cost (ms))",LIB,372.789,370.177,371.599,374.577,371.175 "ONNX Runtime - Model: ResNet101_DUC_HDC-12 - Device: CPU - Executor: Standard (Inferences/sec)",HIB,2.68248,2.70145,2.69105,2.66966,2.69413 "ONNX Runtime - Model: GPT-2 - Device: CPU - Executor: Parallel (Inference Time Cost (ms))",LIB,6.21628,6.18911,6.15989,6.17185,6.15756 "ONNX Runtime - Model: GPT-2 - Device: CPU - Executor: Parallel (Inferences/sec)",HIB,160.706,161.407,162.175,161.862,162.245 "ONNX Runtime - Model: ZFNet-512 - Device: CPU - Executor: Parallel (Inference Time Cost (ms))",LIB,18.7297,18.3266,19.7054,18.4128,18.3751 "ONNX Runtime - Model: ZFNet-512 - Device: CPU - Executor: Parallel (Inferences/sec)",HIB,53.4068,54.5779,50.7421,54.304,54.4155 "ONNX Runtime - Model: GPT-2 - Device: CPU - Executor: Standard (Inference Time Cost (ms))",LIB,9.51832,9.45128,9.46853,9.50891,9.28112 "ONNX Runtime - Model: GPT-2 - Device: CPU - Executor: Standard (Inferences/sec)",HIB,105.039,105.791,105.59,105.146,107.723 "ONNX Runtime - Model: T5 Encoder - Device: CPU - Executor: Parallel (Inference Time Cost (ms))",LIB,2.97938,2.94936,2.9469,2.97608,2.95124 "ONNX Runtime - Model: T5 Encoder - Device: CPU - Executor: Parallel (Inferences/sec)",HIB,335.503,338.928,339.175,335.859,338.703 "ONNX Runtime - Model: T5 Encoder - Device: CPU - Executor: Standard (Inference Time Cost (ms))",LIB,7.09442,7.03694,7.08004,7.23734,7.21415 "ONNX Runtime - Model: T5 Encoder - Device: CPU - Executor: Standard (Inferences/sec)",HIB,140.958,142.114,141.231,138.164,138.605 "ONNX Runtime - Model: ArcFace ResNet-100 - Device: CPU - Executor: Parallel (Inference Time Cost (ms))",LIB,79.3400,80.1594,80.7021,79.2916,77.8483 "ONNX Runtime - Model: ArcFace ResNet-100 - Device: CPU - Executor: Parallel (Inferences/sec)",HIB,12.6039,12.4756,12.3908,12.6112,12.845 "ONNX Runtime - Model: ArcFace ResNet-100 - Device: CPU - Executor: Standard (Inference Time Cost (ms))",LIB,26.0803,27.0582,25.7836,25.5012,27.2604 "ONNX Runtime - Model: ArcFace ResNet-100 - Device: CPU - Executor: Standard (Inferences/sec)",HIB,38.3476,36.9658,38.7816,39.2101,36.68 "ONNX Runtime - Model: Faster R-CNN R-50-FPN-int8 - Device: CPU - Executor: Standard (Inference Time Cost (ms))",LIB,22.4415,22.4918,22.7032,22.0783,22.668 "ONNX Runtime - Model: Faster R-CNN R-50-FPN-int8 - Device: CPU - Executor: Standard (Inferences/sec)",HIB,44.5600,44.4566,44.0419,45.2883,44.1099 "ONNX Runtime - Model: CaffeNet 12-int8 - Device: CPU - Executor: Standard (Inference Time Cost (ms))",LIB,2.19841,2.17339,2.26126,2.38355,2.27019 "ONNX Runtime - Model: CaffeNet 12-int8 - Device: CPU - Executor: Standard (Inferences/sec)",HIB,454.723,460.016,442.117,419.421,440.354 "ONNX Runtime - Model: ResNet50 v1-12-int8 - Device: CPU - Executor: Parallel (Inference Time Cost (ms))",LIB,13.4748,13.4482,13.6746,13.6088,13.4522 "ONNX Runtime - Model: ResNet50 v1-12-int8 - Device: CPU - Executor: Parallel (Inferences/sec)",HIB,74.2061,74.3624,73.1208,73.4749,74.3302 "ONNX Runtime - Model: ResNet50 v1-12-int8 - Device: CPU - Executor: Standard (Inference Time Cost (ms))",LIB,4.97187,4.96437,5.14489,4.90503,4.93285 "ONNX Runtime - Model: ResNet50 v1-12-int8 - Device: CPU - Executor: Standard (Inferences/sec)",HIB,201.103,201.424,194.343,203.835,202.692 "ONNX Runtime - Model: super-resolution-10 - Device: CPU - Executor: Parallel (Inference Time Cost (ms))",LIB,7.61417,7.66242,7.6459,7.5618,7.61659 "ONNX Runtime - Model: super-resolution-10 - Device: CPU - Executor: Parallel (Inferences/sec)",HIB,131.313,130.489,130.766,132.221,131.269 "SVT-AV1 - Encoder Mode: Preset 5 - Input: Bosphorus 4K (FPS)",HIB,45.614,45.343,45.662,45.165,45.41 "SVT-AV1 - Encoder Mode: Preset 5 - Input: Bosphorus 1080p (FPS)",HIB,119.221,119.229,119.768,118.798,119.923 "SVT-AV1 - Encoder Mode: Preset 8 - Input: Bosphorus 4K (FPS)",HIB,96.210,96.423,96.06,97.046,96.775 "SVT-AV1 - Encoder Mode: Preset 13 - Input: Bosphorus 4K (FPS)",HIB,231.111,233.248,232.396,228.834,228.97 "SVT-AV1 - Encoder Mode: Preset 8 - Input: Bosphorus 1080p (FPS)",HIB,271.676,269.879,266.006,269.428,268.76 "SVT-AV1 - Encoder Mode: Preset 13 - Input: Bosphorus 1080p (FPS)",HIB,740.001,740.790,764.003,783.122,749.257