AMD Ryzen Threadripper 3990X 64-Core testing with a Gigabyte TRX40 AORUS PRO WIFI (F4p BIOS) and AMD Radeon RX 5700 8GB on Pop 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 2203314-PTS-ONEDNNON39
onednn onnx threadripper
AMD Ryzen Threadripper 3990X 64-Core testing with a Gigabyte TRX40 AORUS PRO WIFI (F4p BIOS) and AMD Radeon RX 5700 8GB on Pop 21.10 via the Phoronix Test Suite.
,,"A","B","C","D"
Processor,,AMD Ryzen Threadripper 3990X 64-Core @ 2.90GHz (64 Cores / 128 Threads),AMD Ryzen Threadripper 3990X 64-Core @ 2.90GHz (64 Cores / 128 Threads),AMD Ryzen Threadripper 3990X 64-Core @ 2.90GHz (64 Cores / 128 Threads),AMD Ryzen Threadripper 3990X 64-Core @ 2.90GHz (64 Cores / 128 Threads)
Motherboard,,Gigabyte TRX40 AORUS PRO WIFI (F4p BIOS),Gigabyte TRX40 AORUS PRO WIFI (F4p BIOS),Gigabyte TRX40 AORUS PRO WIFI (F4p BIOS),Gigabyte TRX40 AORUS PRO WIFI (F4p BIOS)
Chipset,,AMD Starship/Matisse,AMD Starship/Matisse,AMD Starship/Matisse,AMD Starship/Matisse
Memory,,128GB,128GB,128GB,128GB
Disk,,Samsung SSD 970 EVO Plus 500GB,Samsung SSD 970 EVO Plus 500GB,Samsung SSD 970 EVO Plus 500GB,Samsung SSD 970 EVO Plus 500GB
Graphics,,AMD Radeon RX 5700 8GB (1750/875MHz),AMD Radeon RX 5700 8GB (1750/875MHz),AMD Radeon RX 5700 8GB (1750/875MHz),AMD Radeon RX 5700 8GB (1750/875MHz)
Audio,,AMD Navi 10 HDMI Audio,AMD Navi 10 HDMI Audio,AMD Navi 10 HDMI Audio,AMD Navi 10 HDMI Audio
Monitor,,DELL P2415Q,DELL P2415Q,DELL P2415Q,DELL P2415Q
Network,,Intel I211 + Intel Wi-Fi 6 AX200,Intel I211 + Intel Wi-Fi 6 AX200,Intel I211 + Intel Wi-Fi 6 AX200,Intel I211 + Intel Wi-Fi 6 AX200
OS,,Pop 21.10,Pop 21.10,Pop 21.10,Pop 21.10
Kernel,,5.17.0-rc1-sched-core-phx (x86_64),5.17.0-rc1-sched-core-phx (x86_64),5.17.0-rc1-sched-core-phx (x86_64),5.17.0-rc1-sched-core-phx (x86_64)
Desktop,,GNOME Shell 40.5,GNOME Shell 40.5,GNOME Shell 40.5,GNOME Shell 40.5
Display Server,,X Server,X Server,X Server,X Server
OpenGL,,4.6 Mesa 21.2.2 (LLVM 12.0.1),4.6 Mesa 21.2.2 (LLVM 12.0.1),4.6 Mesa 21.2.2 (LLVM 12.0.1),4.6 Mesa 21.2.2 (LLVM 12.0.1)
Vulkan,,1.2.182,1.2.182,1.2.182,1.2.182
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: GPT-2 - Device: CPU - Executor: Parallel (Inferences/min)",HIB,3461,3512,3529,3495
"ONNX Runtime - Model: GPT-2 - Device: CPU - Executor: Standard (Inferences/min)",HIB,4219,4710,4823,4441
"ONNX Runtime - Model: yolov4 - Device: CPU - Executor: Parallel (Inferences/min)",HIB,361,362,362,361
"ONNX Runtime - Model: yolov4 - Device: CPU - Executor: Standard (Inferences/min)",HIB,293,293,295,300
"ONNX Runtime - Model: bertsquad-12 - Device: CPU - Executor: Parallel (Inferences/min)",HIB,424,425,432,421
"ONNX Runtime - Model: bertsquad-12 - Device: CPU - Executor: Standard (Inferences/min)",HIB,531,647,646,642
"ONNX Runtime - Model: fcn-resnet101-11 - Device: CPU - Executor: Parallel (Inferences/min)",HIB,82,80,81,81
"ONNX Runtime - Model: fcn-resnet101-11 - Device: CPU - Executor: Standard (Inferences/min)",HIB,153,156,153,157
"ONNX Runtime - Model: ArcFace ResNet-100 - Device: CPU - Executor: Parallel (Inferences/min)",HIB,1088,1072,1079,1079
"ONNX Runtime - Model: ArcFace ResNet-100 - Device: CPU - Executor: Standard (Inferences/min)",HIB,995,1010,1017,991
"ONNX Runtime - Model: super-resolution-10 - Device: CPU - Executor: Parallel (Inferences/min)",HIB,3815,3780,3784,3731
"ONNX Runtime - Model: super-resolution-10 - Device: CPU - Executor: Standard (Inferences/min)",HIB,7323,6401,7560,7375
"oneDNN - Harness: IP Shapes 1D - Data Type: f32 - Engine: CPU (ms)",LIB,2.00953,1.96420,1.99383,1.91681
"oneDNN - Harness: IP Shapes 3D - Data Type: f32 - Engine: CPU (ms)",LIB,5.54387,6.27072,6.28663,6.40806
"oneDNN - Harness: IP Shapes 1D - Data Type: u8s8f32 - Engine: CPU (ms)",LIB,2.18433,2.35161,2.37403,2.42176
"oneDNN - Harness: IP Shapes 3D - Data Type: u8s8f32 - Engine: CPU (ms)",LIB,1.13774,1.11774,1.11927,1.10705
"oneDNN - Harness: IP Shapes 1D - Data Type: bf16bf16bf16 - Engine: CPU (ms)",LIB,,,,
"oneDNN - Harness: IP Shapes 3D - Data Type: bf16bf16bf16 - Engine: CPU (ms)",LIB,,,,
"oneDNN - Harness: Convolution Batch Shapes Auto - Data Type: f32 - Engine: CPU (ms)",LIB,0.941266,0.910056,0.904110,0.928404
"oneDNN - Harness: Deconvolution Batch shapes_1d - Data Type: f32 - Engine: CPU (ms)",LIB,6.68005,6.82166,6.85039,6.90607
"oneDNN - Harness: Deconvolution Batch shapes_3d - Data Type: f32 - Engine: CPU (ms)",LIB,2.10617,2.11025,2.11212,2.11146
"oneDNN - Harness: Convolution Batch Shapes Auto - Data Type: u8s8f32 - Engine: CPU (ms)",LIB,6.39430,6.43330,6.44689,6.44330
"oneDNN - Harness: Deconvolution Batch shapes_1d - Data Type: u8s8f32 - Engine: CPU (ms)",LIB,1.52619,1.49871,1.56000,1.45511
"oneDNN - Harness: Deconvolution Batch shapes_3d - Data Type: u8s8f32 - Engine: CPU (ms)",LIB,0.979135,0.992713,0.987020,0.984819
"oneDNN - Harness: Recurrent Neural Network Training - Data Type: f32 - Engine: CPU (ms)",LIB,4959.96,5003.99,4964.59,4882.28
"oneDNN - Harness: Recurrent Neural Network Inference - Data Type: f32 - Engine: CPU (ms)",LIB,1260.20,1251.24,1221.12,1211.44
"oneDNN - Harness: Recurrent Neural Network Training - Data Type: u8s8f32 - Engine: CPU (ms)",LIB,4954.34,5034.83,5003.38,4950.97
"oneDNN - Harness: Convolution Batch Shapes Auto - Data Type: bf16bf16bf16 - Engine: CPU (ms)",LIB,,,,
"oneDNN - Harness: Deconvolution Batch shapes_1d - Data Type: bf16bf16bf16 - Engine: CPU (ms)",LIB,,,,
"oneDNN - Harness: Deconvolution Batch shapes_3d - Data Type: bf16bf16bf16 - Engine: CPU (ms)",LIB,,,,
"oneDNN - Harness: Recurrent Neural Network Inference - Data Type: u8s8f32 - Engine: CPU (ms)",LIB,1236.75,1246.07,1238.60,1223.53
"oneDNN - Harness: Matrix Multiply Batch Shapes Transformer - Data Type: f32 - Engine: CPU (ms)",LIB,7.59165,6.93013,7.57941,7.04981
"oneDNN - Harness: Recurrent Neural Network Training - Data Type: bf16bf16bf16 - Engine: CPU (ms)",LIB,5028.06,4997.82,5011.49,4884.90
"oneDNN - Harness: Recurrent Neural Network Inference - Data Type: bf16bf16bf16 - Engine: CPU (ms)",LIB,1208.523,1242.44,1250.99,1254.39
"oneDNN - Harness: Matrix Multiply Batch Shapes Transformer - Data Type: u8s8f32 - Engine: CPU (ms)",LIB,11.6037,11.3449,11.9035,11.75215
"oneDNN - Harness: Matrix Multiply Batch Shapes Transformer - Data Type: bf16bf16bf16 - Engine: CPU (ms)",LIB,,,,