onednn onnx alderlake

Intel Core i9-12900K testing with a ASUS ROG STRIX Z690-E GAMING WIFI (1003 BIOS) and Gigabyte AMD Radeon RX 6800 XT 16GB on Ubuntu 21.10 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 2203319-NE-ONEDNNONN20
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A
March 31 2022
  1 Hour, 52 Minutes
B
March 31 2022
  1 Hour, 51 Minutes
C
March 31 2022
  1 Hour, 47 Minutes
D
March 31 2022
  1 Hour, 47 Minutes
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onednn onnx alderlake Intel Core i9-12900K testing with a ASUS ROG STRIX Z690-E GAMING WIFI (1003 BIOS) and Gigabyte AMD Radeon RX 6800 XT 16GB on Ubuntu 21.10 via the Phoronix Test Suite. ,,"A","B","C","D" Processor,,Intel Core i9-12900K @ 5.20GHz (16 Cores / 24 Threads),Intel Core i9-12900K @ 5.20GHz (16 Cores / 24 Threads),Intel Core i9-12900K @ 5.20GHz (16 Cores / 24 Threads),Intel Core i9-12900K @ 5.20GHz (16 Cores / 24 Threads) Motherboard,,ASUS ROG STRIX Z690-E GAMING WIFI (1003 BIOS),ASUS ROG STRIX Z690-E GAMING WIFI (1003 BIOS),ASUS ROG STRIX Z690-E GAMING WIFI (1003 BIOS),ASUS ROG STRIX Z690-E GAMING WIFI (1003 BIOS) Chipset,,Intel Device 7aa7,Intel Device 7aa7,Intel Device 7aa7,Intel Device 7aa7 Memory,,32GB,32GB,32GB,32GB Disk,,1000GB Western Digital WDS100T1X0E-00AFY0 + 2000GB,1000GB Western Digital WDS100T1X0E-00AFY0 + 2000GB,1000GB Western Digital WDS100T1X0E-00AFY0 + 2000GB,1000GB Western Digital WDS100T1X0E-00AFY0 + 2000GB Graphics,,Gigabyte AMD Radeon RX 6800 XT 16GB (2575/1000MHz),Gigabyte AMD Radeon RX 6800 XT 16GB (2575/1000MHz),Gigabyte AMD Radeon RX 6800 XT 16GB (2575/1000MHz),Gigabyte AMD Radeon RX 6800 XT 16GB (2575/1000MHz) Audio,,Intel Device 7ad0,Intel Device 7ad0,Intel Device 7ad0,Intel Device 7ad0 Monitor,,ASUS VP28U,ASUS VP28U,ASUS VP28U,ASUS VP28U 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 OS,,Ubuntu 21.10,Ubuntu 21.10,Ubuntu 21.10,Ubuntu 21.10 Kernel,,5.17.0-phx (x86_64),5.17.0-phx (x86_64),5.17.0-phx (x86_64),5.17.0-phx (x86_64) Desktop,,GNOME Shell 40.5,GNOME Shell 40.5,GNOME Shell 40.5,GNOME Shell 40.5 Display Server,,X Server 1.20.13 + Wayland,X Server 1.20.13 + Wayland,X Server 1.20.13 + Wayland,X Server 1.20.13 + Wayland OpenGL,,4.6 Mesa 22.1.0-devel (git-ae710f3 2022-03-26 impish-oibaf-ppa) (LLVM 13.0.1 DRM 3.46),4.6 Mesa 22.1.0-devel (git-ae710f3 2022-03-26 impish-oibaf-ppa) (LLVM 13.0.1 DRM 3.46),4.6 Mesa 22.1.0-devel (git-ae710f3 2022-03-26 impish-oibaf-ppa) (LLVM 13.0.1 DRM 3.46),4.6 Mesa 22.1.0-devel (git-ae710f3 2022-03-26 impish-oibaf-ppa) (LLVM 13.0.1 DRM 3.46) Vulkan,,1.3.207,1.3.207,1.3.207,1.3.207 Compiler,,GCC 11.2.0,GCC 11.2.0,GCC 11.2.0,GCC 11.2.0 File-System,,ext4,ext4,ext4,ext4 Screen Resolution,,3840x2160,3840x2160,3840x2160,3840x2160 ,,"A","B","C","D" "ONNX Runtime - Model: bertsquad-12 - Device: CPU - Executor: Parallel (Inferences/min)",HIB,925,937,933,964 "ONNX Runtime - Model: fcn-resnet101-11 - Device: CPU - Executor: Parallel (Inferences/min)",HIB,111,111,111,111 "ONNX Runtime - Model: fcn-resnet101-11 - Device: CPU - Executor: Standard (Inferences/min)",HIB,96,95,95,95 "ONNX Runtime - Model: ArcFace ResNet-100 - Device: CPU - Executor: Parallel (Inferences/min)",HIB,363,364,362,364 "ONNX Runtime - Model: GPT-2 - Device: CPU - Executor: Parallel (Inferences/min)",HIB,7989,8110,8046,8095 "ONNX Runtime - Model: GPT-2 - Device: CPU - Executor: Standard (Inferences/min)",HIB,11035,11077,11079,11123 "ONNX Runtime - Model: yolov4 - Device: CPU - Executor: Parallel (Inferences/min)",HIB,628,632,631,633 "ONNX Runtime - Model: ArcFace ResNet-100 - Device: CPU - Executor: Standard (Inferences/min)",HIB,1908,1913,1896,1893 "ONNX Runtime - Model: bertsquad-12 - Device: CPU - Executor: Standard (Inferences/min)",HIB,931,916,918,926 "ONNX Runtime - Model: yolov4 - Device: CPU - Executor: Standard (Inferences/min)",HIB,670,664,666,669 "ONNX Runtime - Model: super-resolution-10 - Device: CPU - Executor: Parallel (Inferences/min)",HIB,4518,4504,4444,4506 "ONNX Runtime - Model: super-resolution-10 - Device: CPU - Executor: Standard (Inferences/min)",HIB,5332,5349,5328,5384 "oneDNN - Harness: Deconvolution Batch shapes_1d - Data Type: f32 - Engine: CPU (ms)",LIB,8.27680,8.38411,8.21415,8.05084 "oneDNN - Harness: Recurrent Neural Network Training - Data Type: u8s8f32 - Engine: CPU (ms)",LIB,2881.96,2885.96,2882.62,2880.35 "oneDNN - Harness: Recurrent Neural Network Training - Data Type: bf16bf16bf16 - Engine: CPU (ms)",LIB,2884.94,2881.54,2879.53,2882.22 "oneDNN - Harness: Recurrent Neural Network Training - Data Type: f32 - Engine: CPU (ms)",LIB,2883.12,2875.93,2881.76,2879.92 "oneDNN - Harness: Recurrent Neural Network Inference - Data Type: u8s8f32 - Engine: CPU (ms)",LIB,1617.55,1612.80,1611.27,1614.27 "oneDNN - Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPU (ms)",LIB,1615.08,1630.53,1618.78,1616.11 "oneDNN - Harness: Recurrent Neural Network Inference - Data Type: f32 - Engine: CPU (ms)",LIB,1614.54,1611.80,1612.97,1614.78 "oneDNN - Harness: Matrix Multiply Batch Shapes Transformer - Data Type: u8s8f32 - Engine: CPU (ms)",LIB,1.033654,0.826339,0.842998,1.011141 "oneDNN - Harness: IP Shapes 1D - Data Type: u8s8f32 - Engine: CPU (ms)",LIB,1.08279,1.05578,1.05754,1.05923 "oneDNN - Harness: Matrix Multiply Batch Shapes Transformer - Data Type: f32 - Engine: CPU (ms)",LIB,1.24567,1.25510,1.28432,1.31081 "oneDNN - Harness: Deconvolution Batch shapes_1d - Data Type: u8s8f32 - Engine: CPU (ms)",LIB,1.35376,1.35332,1.34061,1.34296 "oneDNN - Harness: IP Shapes 1D - Data Type: f32 - Engine: CPU (ms)",LIB,2.63724,2.65135,2.63180,2.63287 "oneDNN - Harness: IP Shapes 3D - Data Type: f32 - Engine: CPU (ms)",LIB,3.91213,3.81887,3.88487,3.88717 "oneDNN - Harness: IP Shapes 3D - Data Type: u8s8f32 - Engine: CPU (ms)",LIB,0.882082,0.851627,0.881799,0.885057 "oneDNN - Harness: Convolution Batch Shapes Auto - Data Type: f32 - Engine: CPU (ms)",LIB,5.90865,5.90320,5.90578,5.90930 "oneDNN - Harness: Convolution Batch Shapes Auto - Data Type: u8s8f32 - Engine: CPU (ms)",LIB,6.05436,6.04615,6.05662,6.04798 "oneDNN - Harness: Deconvolution Batch shapes_3d - Data Type: f32 - Engine: CPU (ms)",LIB,5.24536,5.24601,5.24648,5.24826 "oneDNN - Harness: Deconvolution Batch shapes_3d - Data Type: u8s8f32 - Engine: CPU (ms)",LIB,2.21737,2.22008,2.22075,2.21930 "oneDNN - Harness: Convolution Batch Shapes Auto - Data Type: bf16bf16bf16 - Engine: CPU (ms)",LIB,,,, "oneDNN - Harness: Matrix Multiply Batch Shapes Transformer - Data Type: bf16bf16bf16 - Engine: CPU (ms)",LIB,,,, "oneDNN - Harness: Deconvolution Batch shapes_3d - Data Type: bf16bf16bf16 - Engine: CPU (ms)",LIB,,,, "oneDNN - Harness: Deconvolution Batch shapes_1d - Data Type: bf16bf16bf16 - Engine: CPU (ms)",LIB,,,, "oneDNN - Harness: IP Shapes 3D - Data Type: bf16bf16bf16 - Engine: CPU (ms)",LIB,,,, "oneDNN - Harness: IP Shapes 1D - Data Type: bf16bf16bf16 - Engine: CPU (ms)",LIB,,,,