7773x Tests for a future article. 2 x AMD EPYC 7573X 32-Core testing with a AMD DAYTONA_X (RYM1009B BIOS) and ASPEED on Ubuntu 22.04 via the Phoronix Test Suite. a: Processor: AMD EPYC 7773X 64-Core @ 2.20GHz (64 Cores / 128 Threads), Motherboard: AMD DAYTONA_X (RYM1009B BIOS), Chipset: AMD Starship/Matisse, Memory: 256GB, Disk: 3841GB Micron_9300_MTFDHAL3T8TDP, Graphics: ASPEED, Monitor: VE228, Network: 2 x Mellanox MT27710 OS: Ubuntu 22.04, Kernel: 5.15.0-47-generic (x86_64), Desktop: GNOME Shell 42.4, Display Server: X Server 1.21.1.3, Vulkan: 1.2.204, Compiler: GCC 11.2.0, File-System: ext4, Screen Resolution: 1920x1080 b: Processor: AMD EPYC 7773X 64-Core @ 2.20GHz (64 Cores / 128 Threads), Motherboard: AMD DAYTONA_X (RYM1009B BIOS), Chipset: AMD Starship/Matisse, Memory: 256GB, Disk: 3841GB Micron_9300_MTFDHAL3T8TDP, Graphics: ASPEED, Monitor: VE228, Network: 2 x Mellanox MT27710 OS: Ubuntu 22.04, Kernel: 5.15.0-47-generic (x86_64), Desktop: GNOME Shell 42.4, Display Server: X Server 1.21.1.3, Vulkan: 1.2.204, Compiler: GCC 11.2.0, File-System: ext4, Screen Resolution: 1920x1080 5 a: Processor: AMD EPYC 7573X 32-Core @ 2.80GHz (32 Cores / 64 Threads), Motherboard: AMD DAYTONA_X (RYM1009B BIOS), Chipset: AMD Starship/Matisse, Memory: 256GB, Disk: 3841GB Micron_9300_MTFDHAL3T8TDP, Graphics: ASPEED, Monitor: VE228, Network: 2 x Mellanox MT27710 OS: Ubuntu 22.04, Kernel: 5.15.0-47-generic (x86_64), Desktop: GNOME Shell 42.4, Display Server: X Server 1.21.1.3, Vulkan: 1.2.204, Compiler: GCC 11.2.0, File-System: ext4, Screen Resolution: 1920x1080 5 b: Processor: AMD EPYC 7573X 32-Core @ 2.80GHz (32 Cores / 64 Threads), Motherboard: AMD DAYTONA_X (RYM1009B BIOS), Chipset: AMD Starship/Matisse, Memory: 256GB, Disk: 3841GB Micron_9300_MTFDHAL3T8TDP, Graphics: ASPEED, Monitor: VE228, Network: 2 x Mellanox MT27710 OS: Ubuntu 22.04, Kernel: 5.15.0-47-generic (x86_64), Desktop: GNOME Shell 42.4, Display Server: X Server 1.21.1.3, Vulkan: 1.2.204, Compiler: GCC 11.2.0, File-System: ext4, Screen Resolution: 1920x1080 5 2p a: Processor: 2 x AMD EPYC 7573X 32-Core @ 2.80GHz (64 Cores / 128 Threads), Motherboard: AMD DAYTONA_X (RYM1009B BIOS), Chipset: AMD Starship/Matisse, Memory: 512GB, Disk: 3841GB Micron_9300_MTFDHAL3T8TDP, Graphics: ASPEED, Monitor: VE228, Network: 2 x Mellanox MT27710 OS: Ubuntu 22.04, Kernel: 5.15.0-47-generic (x86_64), Desktop: GNOME Shell 42.4, Display Server: X Server 1.21.1.3, Vulkan: 1.2.204, Compiler: GCC 11.2.0, File-System: ext4, Screen Resolution: 1920x1080 5 2p b: Processor: 2 x AMD EPYC 7573X 32-Core @ 2.80GHz (64 Cores / 128 Threads), Motherboard: AMD DAYTONA_X (RYM1009B BIOS), Chipset: AMD Starship/Matisse, Memory: 512GB, Disk: 3841GB Micron_9300_MTFDHAL3T8TDP, Graphics: ASPEED, Monitor: VE228, Network: 2 x Mellanox MT27710 OS: Ubuntu 22.04, Kernel: 5.15.0-47-generic (x86_64), Desktop: GNOME Shell 42.4, Display Server: X Server 1.21.1.3, Vulkan: 1.2.204, Compiler: GCC 11.2.0, File-System: ext4, Screen Resolution: 1920x1080 NCNN 20220729 Target: CPU - Model: mobilenet ms < Lower Is Better b ...... 17.84 |========== 5 a .... 13.70 |======= 5 2p a . 77.77 |========================================== 5 2p b . 115.68 |============================================================== NCNN 20220729 Target: CPU - Model: mnasnet ms < Lower Is Better b ...... 11.71 |=============== 5 a .... 6.08 |======== 5 2p a . 38.49 |================================================= 5 2p b . 49.46 |=============================================================== NCNN 20220729 Target: CPU - Model: resnet50 ms < Lower Is Better b ...... 19.58 |========== 5 a .... 14.80 |======== 5 2p a . 80.81 |========================================== 5 2p b . 120.27 |============================================================== NCNN 20220729 Target: CPU - Model: googlenet ms < Lower Is Better b ...... 19.09 |=========== 5 a .... 14.11 |======== 5 2p a . 93.29 |=================================================== 5 2p b . 112.43 |============================================================== NCNN 20220729 Target: CPU - Model: efficientnet-b0 ms < Lower Is Better b ...... 15.44 |================ 5 a .... 9.03 |========= 5 2p a . 35.12 |==================================== 5 2p b . 60.79 |=============================================================== LeelaChessZero 0.28 Backend: Eigen Nodes Per Second > Higher Is Better b ...... 5142 |======================================== 5 a .... 1238 |========== 5 2p a . 8286 |================================================================ 5 2p b . 7816 |============================================================ NCNN 20220729 Target: CPU - Model: blazeface ms < Lower Is Better b ...... 8.12 |===================== 5 a .... 3.82 |========== 5 2p a . 14.65 |====================================== 5 2p b . 24.56 |=============================================================== NCNN 20220729 Target: CPU - Model: resnet18 ms < Lower Is Better b ...... 10.89 |============= 5 a .... 8.12 |========== 5 2p a . 38.94 |=============================================== 5 2p b . 51.80 |=============================================================== NCNN 20220729 Target: CPU-v2-v2 - Model: mobilenet-v2 ms < Lower Is Better b ...... 11.30 |================== 5 a .... 6.46 |=========== 5 2p a . 27.70 |============================================= 5 2p b . 38.67 |=============================================================== LeelaChessZero 0.28 Backend: BLAS Nodes Per Second > Higher Is Better b ...... 5554 |=========================================== 5 a .... 1419 |=========== 5 2p a . 8284 |================================================================ 5 2p b . 7991 |============================================================== NCNN 20220729 Target: CPU - Model: FastestDet ms < Lower Is Better b ...... 19.08 |======================= 5 a .... 9.25 |=========== 5 2p a . 40.45 |================================================ 5 2p b . 53.25 |=============================================================== NCNN 20220729 Target: CPU - Model: alexnet ms < Lower Is Better b ...... 7.13 |================ 5 a .... 5.48 |============ 5 2p a . 18.60 |========================================= 5 2p b . 28.55 |=============================================================== NCNN 20220729 Target: CPU - Model: shufflenet-v2 ms < Lower Is Better b ...... 15.60 |========================== 5 a .... 7.73 |============= 5 2p a . 33.27 |======================================================= 5 2p b . 37.89 |=============================================================== NCNN 20220729 Target: CPU - Model: regnety_400m ms < Lower Is Better b ...... 53.52 |========================== 5 a .... 26.34 |============= 5 2p a . 100.65 |================================================= 5 2p b . 128.35 |============================================================== OpenFOAM 10 Input: drivaerFastback, Medium Mesh Size - Mesh Time Seconds < Lower Is Better a ...... 25.35 |============= b ...... 120.39 |============================================================== 5 a .... 117.44 |============================================================ 5 b .... 117.60 |============================================================= 5 2p a . 99.38 |=================================================== 5 2p b . 99.93 |=================================================== NCNN 20220729 Target: CPU-v3-v3 - Model: mobilenet-v3 ms < Lower Is Better b ...... 10.29 |====================== 5 a .... 6.19 |============== 5 2p a . 21.26 |============================================== 5 2p b . 28.88 |=============================================================== OpenCV 4.7 Test: Core ms < Lower Is Better b ...... 77061 |==================== 5 a .... 68343 |================== 5 2p b . 236445 |============================================================== OpenCV 4.7 Test: Object Detection ms < Lower Is Better b ...... 31910 |======================= 5 a .... 27739 |==================== 5 2p b . 88553 |=============================================================== NCNN 20220729 Target: CPU - Model: squeezenet_ssd ms < Lower Is Better b ...... 19.32 |================================= 5 a .... 14.85 |========================= 5 2p a . 37.17 |=============================================================== 5 2p b . 35.81 |============================================================= oneDNN 3.1 Harness: Deconvolution Batch shapes_1d - Data Type: f32 - Engine: CPU ms < Lower Is Better b ...... 6.92145 |======================================= 5 a .... 4.49565 |========================== 5 2p a . 10.52210 |============================================================ 5 2p b . 10.36850 |=========================================================== PETSc 3.19 Test: Streams MB/s > Higher Is Better b ...... 56185.75 |============================================= 5 a .... 31992.61 |========================== 5 2p b . 74130.18 |============================================================ NCNN 20220729 Target: CPU - Model: yolov4-tiny ms < Lower Is Better b ...... 23.92 |================================= 5 a .... 19.98 |=========================== 5 2p a . 38.10 |==================================================== 5 2p b . 45.89 |=============================================================== oneDNN 3.1 Harness: IP Shapes 1D - Data Type: f32 - Engine: CPU ms < Lower Is Better b ...... 1.26107 |=========================== 5 a .... 1.37996 |============================= 5 2p a . 2.67801 |========================================================= 5 2p b . 2.88451 |============================================================= OpenCV 4.7 Test: DNN - Deep Neural Network ms < Lower Is Better b ...... 39756 |============================= 5 a .... 39997 |============================= 5 2p b . 87133 |=============================================================== ASKAP 1.0 Test: tConvolve MPI - Gridding Mpix/sec > Higher Is Better b ...... 36827.5 |============================================ 5 a .... 24990.1 |============================== 5 2p a . 49980.1 |============================================================ 5 2p b . 51199.1 |============================================================= Xcompact3d Incompact3d 2021-03-11 Input: input.i3d 129 Cells Per Direction Seconds < Lower Is Better b ...... 4.43804121 |=================================================== 5 a .... 5.06756401 |========================================================== 5 2p a . 2.48654294 |============================ 5 2p b . 2.48386908 |============================ LULESH 2.0.3 z/s > Higher Is Better b ...... 22257.14 |=============================== 5 a .... 20920.49 |============================= 5 2p a . 42030.04 |=========================================================== 5 2p b . 42551.90 |============================================================ OpenCV 4.7 Test: Graph API ms < Lower Is Better b ...... 235810 |=================================== 5 a .... 206970 |=============================== 5 2p b . 419702 |============================================================== SPECFEM3D 4.0 Model: Mount St. Helens Seconds < Lower Is Better a ...... 11.678414616 |================================== b ...... 11.753321460 |================================== 5 a .... 18.862199070 |======================================================= 5 b .... 19.355553092 |======================================================== 5 2p a . 9.609453868 |============================ 5 2p b . 9.594769350 |============================ OpenVINO 2022.3 Model: Person Vehicle Bike Detection FP16 - Device: CPU FPS > Higher Is Better b ...... 1888.20 |============================================== 5 a .... 1252.05 |============================== 5 2p a . 2523.57 |============================================================= 5 2p b . 2524.05 |============================================================= OpenVINO 2022.3 Model: Vehicle Detection FP16-INT8 - Device: CPU FPS > Higher Is Better b ...... 1889.05 |============================================== 5 a .... 1244.86 |============================== 5 2p a . 2504.36 |============================================================= 5 2p b . 2498.74 |============================================================= OpenFOAM 10 Input: drivaerFastback, Medium Mesh Size - Execution Time Seconds < Lower Is Better a ...... 40.48 |====== b ...... 363.74 |===================================================== 5 a .... 428.66 |============================================================== 5 b .... 427.71 |============================================================== 5 2p a . 205.46 |============================== 5 2p b . 203.65 |============================= ASKAP 1.0 Test: Hogbom Clean OpenMP Iterations Per Second > Higher Is Better b ...... 806.45 |========================================================= 5 a .... 869.57 |============================================================== 5 2p a . 436.68 |=============================== 5 2p b . 434.78 |=============================== ASKAP 1.0 Test: tConvolve MPI - Degridding Mpix/sec > Higher Is Better b ...... 32799.5 |================================================ 5 a .... 20991.7 |=============================== 5 2p a . 41983.3 |============================================================= 5 2p b . 41983.3 |============================================================= oneDNN 3.1 Harness: IP Shapes 3D - Data Type: f32 - Engine: CPU ms < Lower Is Better b ...... 1.246180 |============================================================ 5 a .... 0.625930 |============================== 5 2p a . 0.911806 |============================================ 5 2p b . 0.917226 |============================================ OpenVINO 2022.3 Model: Weld Porosity Detection FP16-INT8 - Device: CPU FPS > Higher Is Better b ...... 2674.29 |=============================================== 5 a .... 1767.13 |=============================== 5 2p a . 3501.69 |============================================================= 5 2p b . 3504.15 |============================================================= John The Ripper 2023.03.14 Test: WPA PSK Real C/S > Higher Is Better a ...... 201388 |================================================ b ...... 202957 |================================================= 5 a .... 130848 |=============================== 5 b .... 131072 |=============================== 5 2p a . 259413 |============================================================== 5 2p b . 258457 |============================================================== John The Ripper 2023.03.14 Test: bcrypt Real C/S > Higher Is Better a ...... 86230 |============================================= b ...... 91276 |================================================ 5 a .... 60192 |=============================== 5 b .... 60152 |=============================== 5 2p a . 118502 |============================================================== 5 2p b . 117542 |============================================================= John The Ripper 2023.03.14 Test: Blowfish Real C/S > Higher Is Better a ...... 86460 |============================================= b ...... 87360 |============================================== 5 a .... 60325 |================================ 5 b .... 60345 |================================ 5 2p a . 118579 |============================================================== 5 2p b . 117771 |============================================================== SPECFEM3D 4.0 Model: Water-layered Halfspace Seconds < Lower Is Better a ...... 28.08 |======================================= b ...... 27.47 |====================================== 5 a .... 45.71 |=============================================================== 5 b .... 44.33 |============================================================= 5 2p a . 23.94 |================================= 5 2p b . 23.27 |================================ SPECFEM3D 4.0 Model: Layered Halfspace Seconds < Lower Is Better a ...... 30.52 |======================================= b ...... 30.12 |======================================= 5 a .... 49.14 |=============================================================== 5 b .... 48.74 |============================================================== 5 2p a . 25.22 |================================ 5 2p b . 25.47 |================================= OpenVINO 2022.3 Model: Face Detection FP16-INT8 - Device: CPU FPS > Higher Is Better b ...... 27.03 |================================================= 5 a .... 17.92 |================================ 5 2p a . 34.83 |=============================================================== 5 2p b . 34.91 |=============================================================== OpenVINO 2022.3 Model: Person Detection FP32 - Device: CPU FPS > Higher Is Better b ...... 8.04 |================================================ 5 a .... 5.47 |================================ 5 2p a . 10.64 |=============================================================== 5 2p b . 10.64 |=============================================================== OpenVINO 2022.3 Model: Vehicle Detection FP16 - Device: CPU FPS > Higher Is Better b ...... 1205.11 |============================================= 5 a .... 841.49 |=============================== 5 2p a . 1632.81 |============================================================= 5 2p b . 1623.83 |============================================================= OpenVINO 2022.3 Model: Person Detection FP16 - Device: CPU FPS > Higher Is Better b ...... 8.05 |================================================ 5 a .... 5.48 |================================ 5 2p a . 10.54 |============================================================== 5 2p b . 10.63 |=============================================================== OpenVINO 2022.3 Model: Weld Porosity Detection FP16 - Device: CPU FPS > Higher Is Better b ...... 1198.45 |============================================== 5 a .... 822.19 |=============================== 5 2p a . 1594.14 |============================================================= 5 2p b . 1592.71 |============================================================= Blender 3.5 Blend File: Classroom - Compute: CPU-Only Seconds < Lower Is Better a ...... 72.45 |======================================== b ...... 72.02 |======================================= 5 a .... 113.31 |============================================================== 5 2p a . 58.55 |================================ 5 2p b . 58.57 |================================ OpenVINO 2022.3 Model: Face Detection FP16 - Device: CPU FPS > Higher Is Better b ...... 12.16 |================================================ 5 a .... 8.23 |================================= 5 2p a . 15.86 |=============================================================== 5 2p b . 15.76 |=============================================================== oneDNN 3.1 Harness: Recurrent Neural Network Inference - Data Type: f32 - Engine: CPU ms < Lower Is Better b ...... 749.62 |=================================== 5 a .... 679.65 |================================ 5 2p a . 1212.84 |========================================================= 5 2p b . 1305.96 |============================================================= Blender 3.5 Blend File: Barbershop - Compute: CPU-Only Seconds < Lower Is Better a ...... 260.83 |======================================== b ...... 259.87 |======================================= 5 a .... 408.79 |============================================================== 5 2p a . 213.60 |================================ 5 2p b . 213.46 |================================ OpenVINO 2022.3 Model: Machine Translation EN To DE FP16 - Device: CPU FPS > Higher Is Better b ...... 138.84 |================================================= 5 a .... 92.61 |================================ 5 2p a . 175.48 |============================================================== 5 2p b . 176.76 |============================================================== Blender 3.5 Blend File: Pabellon Barcelona - Compute: CPU-Only Seconds < Lower Is Better a ...... 88.76 |======================================== b ...... 88.73 |======================================== 5 a .... 136.58 |============================================================== 5 2p a . 71.64 |================================= 5 2p b . 71.73 |================================= John The Ripper 2023.03.14 Test: MD5 Real C/S > Higher Is Better a ...... 5534000 |================================================= b ...... 5543000 |================================================= 5 a .... 3621000 |================================ 5 b .... 3605000 |================================ 5 2p a . 6845000 |============================================================= 5 2p b . 6683000 |============================================================ Blender 3.5 Blend File: BMW27 - Compute: CPU-Only Seconds < Lower Is Better a ...... 27.61 |========================================= b ...... 27.60 |========================================= 5 a .... 42.52 |=============================================================== 5 2p a . 22.59 |================================= 5 2p b . 22.51 |================================= Blender 3.5 Blend File: Fishy Cat - Compute: CPU-Only Seconds < Lower Is Better a ...... 34.77 |========================================== b ...... 34.61 |========================================= 5 a .... 52.68 |=============================================================== 5 2p a . 27.96 |================================= 5 2p b . 27.90 |================================= John The Ripper 2023.03.14 Test: HMAC-SHA512 Real C/S > Higher Is Better a ...... 136796000 |=========================================================== b ...... 135165000 |========================================================== 5 a .... 96059000 |========================================= 5 b .... 94924000 |========================================= 5 2p a . 79002000 |================================== 5 2p b . 73260000 |================================ 7-Zip Compression 22.01 Test: Decompression Rating MIPS > Higher Is Better b ...... 411213 |======================================================== 5 a .... 244220 |================================= 5 2p a . 453996 |============================================================== 5 2p b . 440740 |============================================================ Pennant 1.0.1 Test: leblancbig Hydro Cycle Time - Seconds < Lower Is Better b ...... 5.104078 |====================================== 5 a .... 7.974022 |============================================================ 5 2p a . 4.294731 |================================ 5 2p b . 4.418012 |================================= Embree 4.0.1 Binary: Pathtracer - Model: Crown Frames Per Second > Higher Is Better a ...... 69.11 |===================================================== 5 a .... 43.95 |================================== 5 b .... 43.98 |================================== 5 2p a . 81.45 |=============================================================== 5 2p b . 81.09 |=============================================================== Xcompact3d Incompact3d 2021-03-11 Input: input.i3d 193 Cells Per Direction Seconds < Lower Is Better b ...... 17.21 |======================================================= 5 a .... 19.63 |=============================================================== 5 2p a . 10.62 |================================== 5 2p b . 10.76 |=================================== Pennant 1.0.1 Test: sedovbig Hydro Cycle Time - Seconds < Lower Is Better b ...... 9.563610 |======================================== 5 a .... 14.001110 |=========================================================== 5 2p a . 7.656369 |================================ 5 2p b . 7.793325 |================================= Embree 4.0.1 Binary: Pathtracer ISPC - Model: Crown Frames Per Second > Higher Is Better a ...... 63.37 |====================================================== b ...... 63.36 |====================================================== 5 a .... 40.24 |=================================== 5 b .... 40.12 |================================== 5 2p a . 73.33 |=============================================================== 5 2p b . 73.26 |=============================================================== ACES DGEMM 1.0 Sustained Floating-Point Rate GFLOP/s > Higher Is Better a ...... 29.38 |========================================================== b ...... 29.05 |========================================================== 5 a .... 17.87 |=================================== 5 b .... 18.64 |===================================== 5 2p a . 31.34 |============================================================== 5 2p b . 31.76 |=============================================================== SPECFEM3D 4.0 Model: Tomographic Model Seconds < Lower Is Better a ...... 13.86 |============================================ b ...... 13.53 |=========================================== 5 a .... 19.09 |============================================================= 5 b .... 19.63 |=============================================================== 5 2p a . 11.22 |==================================== 5 2p b . 11.80 |====================================== SPECFEM3D 4.0 Model: Homogeneous Halfspace Seconds < Lower Is Better a ...... 17.21 |=========================================== b ...... 16.82 |========================================== 5 a .... 24.99 |=============================================================== 5 b .... 25.09 |=============================================================== 5 2p a . 14.49 |==================================== 5 2p b . 14.42 |==================================== oneDNN 3.1 Harness: Convolution Batch Shapes Auto - Data Type: f32 - Engine: CPU ms < Lower Is Better b ...... 0.827622 |=========================================== 5 a .... 1.146560 |============================================================ 5 2p a . 0.674336 |=================================== 5 2p b . 0.669349 |=================================== ASKAP 1.0 Test: tConvolve OpenMP - Gridding Million Grid Points Per Second > Higher Is Better b ...... 20481.2 |============================================================= 5 a .... 17750.4 |===================================================== 5 2p a . 12102.5 |==================================== 5 2p b . 12678.9 |====================================== oneDNN 3.1 Harness: Deconvolution Batch shapes_3d - Data Type: f32 - Engine: CPU ms < Lower Is Better b ...... 3.12487 |============================================================= 5 a .... 2.76234 |====================================================== 5 2p a . 1.85167 |==================================== 5 2p b . 1.89859 |===================================== Timed LLVM Compilation 16.0 Build System: Ninja Seconds < Lower Is Better a ...... 165.71 |============================================ b ...... 164.45 |============================================ 5 a .... 230.38 |============================================================== 5 b .... 231.09 |============================================================== 5 2p a . 138.72 |===================================== 5 2p b . 138.57 |===================================== GROMACS 2023 Implementation: MPI CPU - Input: water_GMX50_bare Ns Per Day > Higher Is Better a ...... 7.290 |======================================================= b ...... 7.299 |======================================================== 5 a .... 5.022 |====================================== 5 2p a . 8.285 |=============================================================== 5 2p b . 8.222 |=============================================================== Embree 4.0.1 Binary: Pathtracer ISPC - Model: Asian Dragon Obj Frames Per Second > Higher Is Better a ...... 64.51 |=============================================================== b ...... 64.64 |=============================================================== 5 a .... 39.19 |====================================== 5 b .... 39.22 |====================================== 5 2p a . 64.41 |=============================================================== 5 2p b . 64.04 |============================================================== Embree 4.0.1 Binary: Pathtracer ISPC - Model: Asian Dragon Frames Per Second > Higher Is Better a ...... 73.84 |=============================================================== b ...... 73.83 |=============================================================== 5 a .... 44.91 |====================================== 5 b .... 45.11 |====================================== 5 2p a . 73.96 |=============================================================== 5 2p b . 73.78 |=============================================================== Embree 4.0.1 Binary: Pathtracer - Model: Asian Dragon Frames Per Second > Higher Is Better a ...... 78.48 |=============================================================== 5 a .... 48.52 |======================================= 5 b .... 48.51 |======================================= 5 2p a . 76.81 |============================================================== 5 2p b . 76.63 |============================================================== Embree 4.0.1 Binary: Pathtracer - Model: Asian Dragon Obj Frames Per Second > Higher Is Better a ...... 70.52 |=============================================================== 5 a .... 43.96 |======================================= 5 b .... 44.19 |======================================= 5 2p a . 68.69 |============================================================= 5 2p b . 68.70 |============================================================= NCNN 20220729 Target: CPU - Model: vgg16 ms < Lower Is Better b ...... 24.04 |============================================= 5 a .... 21.08 |======================================== 5 2p a . 33.55 |=============================================================== 5 2p b . 32.81 |============================================================== OpenVINO 2022.3 Model: Age Gender Recognition Retail 0013 FP16 - Device: CPU FPS > Higher Is Better b ...... 35737.82 |====================================================== 5 a .... 25209.62 |====================================== 5 2p a . 39455.86 |============================================================ 5 2p b . 38800.34 |=========================================================== OpenCV 4.7 Test: Stitching ms < Lower Is Better b ...... 201160 |=========================================== 5 a .... 184032 |======================================== 5 2p b . 287492 |============================================================== OpenFOAM 10 Input: drivaerFastback, Small Mesh Size - Execution Time Seconds < Lower Is Better a ...... 40.45 |================================================== b ...... 40.24 |================================================== 5 a .... 50.75 |=============================================================== 5 b .... 50.70 |=============================================================== 5 2p a . 33.00 |========================================= 5 2p b . 32.97 |========================================= ASKAP 1.0 Test: tConvolve MT - Degridding Million Grid Points Per Second > Higher Is Better b ...... 8308.33 |======================================== 5 a .... 9611.05 |============================================== 5 2p a . 12506.70 |============================================================ 5 2p b . 11068.80 |===================================================== 7-Zip Compression 22.01 Test: Compression Rating MIPS > Higher Is Better b ...... 396928 |============================================================= 5 a .... 271918 |========================================== 5 2p a . 403739 |============================================================== 5 2p b . 396844 |============================================================= OpenVINO 2022.3 Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPU FPS > Higher Is Better b ...... 38091.46 |========================================================= 5 a .... 27340.96 |========================================= 5 2p b . 40352.48 |============================================================ ASKAP 1.0 Test: tConvolve MT - Gridding Million Grid Points Per Second > Higher Is Better b ...... 5493.35 |=========================================== 5 a .... 6599.68 |==================================================== 5 2p a . 7738.59 |============================================================= 5 2p b . 7176.41 |========================================================= OpenVINO 2022.3 Model: Vehicle Detection FP16 - Device: CPU ms < Lower Is Better b ...... 26.54 |=============================================================== 5 a .... 19.00 |============================================= 5 2p a . 19.58 |============================================== 5 2p b . 19.69 |=============================================== OpenVINO 2022.3 Model: Age Gender Recognition Retail 0013 FP16-INT8 - Device: CPU ms < Lower Is Better b ...... 1.62 |================================================================ 5 a .... 1.16 |============================================== 5 2p b . 1.33 |===================================================== OpenVKL 1.3.1 Benchmark: vklBenchmark ISPC Items / Sec > Higher Is Better a ...... 470 |================================================================= b ...... 469 |================================================================= 5 a .... 340 |=============================================== 5 b .... 339 |=============================================== 5 2p a . 452 |=============================================================== 5 2p b . 452 |=============================================================== CloverLeaf Lagrangian-Eulerian Hydrodynamics Seconds < Lower Is Better b ...... 11.34 |============================================== 5 a .... 12.09 |================================================= 5 2p a . 15.67 |=============================================================== 5 2p b . 15.51 |============================================================== OpenVINO 2022.3 Model: Age Gender Recognition Retail 0013 FP16 - Device: CPU ms < Lower Is Better b ...... 1.74 |================================================================ 5 a .... 1.26 |============================================== 5 2p a . 1.37 |================================================== 5 2p b . 1.40 |=================================================== OpenVINO 2022.3 Model: Weld Porosity Detection FP16 - Device: CPU ms < Lower Is Better b ...... 26.68 |=============================================================== 5 a .... 19.45 |============================================== 5 2p a . 20.06 |=============================================== 5 2p b . 20.07 |=============================================== OpenVINO 2022.3 Model: Person Detection FP32 - Device: CPU ms < Lower Is Better b ...... 3927.00 |============================================================= 5 a .... 2886.12 |============================================= 5 2p a . 2946.97 |============================================== 5 2p b . 2952.76 |============================================== OpenVINO 2022.3 Model: Person Detection FP16 - Device: CPU ms < Lower Is Better b ...... 3911.97 |============================================================= 5 a .... 2881.04 |============================================= 5 2p a . 2975.15 |============================================== 5 2p b . 2948.39 |============================================== Timed LLVM Compilation 16.0 Build System: Unix Makefiles Seconds < Lower Is Better a ...... 246.96 |==================================================== b ...... 248.48 |==================================================== 5 a .... 290.54 |============================================================= 5 b .... 297.22 |============================================================== 5 2p a . 219.40 |============================================== 5 2p b . 221.79 |============================================== OpenVINO 2022.3 Model: Face Detection FP16 - Device: CPU ms < Lower Is Better b ...... 2608.34 |============================================================= 5 a .... 1935.60 |============================================= 5 2p a . 2013.52 |=============================================== 5 2p b . 2020.21 |=============================================== Timed FFmpeg Compilation 6.0 Time To Compile Seconds < Lower Is Better a ...... 16.93 |==================================================== b ...... 17.04 |==================================================== 5 a .... 20.38 |============================================================== 5 b .... 20.64 |=============================================================== 5 2p a . 15.46 |=============================================== 5 2p b . 15.34 |=============================================== SVT-AV1 1.5 Encoder Mode: Preset 12 - Input: Bosphorus 4K Frames Per Second > Higher Is Better a ...... 222.84 |============================================================= b ...... 214.93 |=========================================================== 5 a .... 220.81 |============================================================ 5 b .... 226.73 |============================================================== 5 2p a . 169.11 |============================================== 5 2p b . 176.11 |================================================ OpenVINO 2022.3 Model: Person Vehicle Bike Detection FP16 - Device: CPU ms < Lower Is Better b ...... 16.93 |=============================================================== 5 a .... 12.77 |================================================ 5 2p a . 12.66 |=============================================== 5 2p b . 12.66 |=============================================== OpenVINO 2022.3 Model: Machine Translation EN To DE FP16 - Device: CPU ms < Lower Is Better b ...... 230.27 |============================================================== 5 a .... 172.53 |============================================== 5 2p a . 182.10 |================================================= 5 2p b . 180.91 |================================================= OpenVINO 2022.3 Model: Vehicle Detection FP16-INT8 - Device: CPU ms < Lower Is Better b ...... 16.93 |=============================================================== 5 a .... 12.84 |================================================ 5 2p a . 12.76 |=============================================== 5 2p b . 12.79 |================================================ OpenVINO 2022.3 Model: Face Detection FP16-INT8 - Device: CPU ms < Lower Is Better b ...... 1175.01 |============================================================= 5 a .... 886.41 |============================================== 5 2p a . 914.24 |=============================================== 5 2p b . 912.42 |=============================================== OpenVINO 2022.3 Model: Weld Porosity Detection FP16-INT8 - Device: CPU ms < Lower Is Better b ...... 23.92 |=============================================================== 5 a .... 18.10 |================================================ 5 2p a . 18.26 |================================================ 5 2p b . 18.25 |================================================ VVenC 1.8 Video Input: Bosphorus 1080p - Video Preset: Faster Frames Per Second > Higher Is Better a ...... 30.01 |=========================================================== b ...... 30.11 |============================================================ 5 a .... 31.84 |=============================================================== 5 b .... 31.80 |=============================================================== 5 2p a . 24.49 |================================================ 5 2p b . 24.27 |================================================ VVenC 1.8 Video Input: Bosphorus 4K - Video Preset: Faster Frames Per Second > Higher Is Better a ...... 11.367 |=========================================================== b ...... 11.364 |=========================================================== 5 a .... 11.961 |============================================================== 5 b .... 12.020 |============================================================== 5 2p a . 9.574 |================================================= 5 2p b . 9.906 |=================================================== ASKAP 1.0 Test: tConvolve OpenMP - Degridding Million Grid Points Per Second > Higher Is Better b ...... 19018.3 |============================================================= 5 a .... 19018.3 |============================================================= 5 2p a . 16641.0 |===================================================== 5 2p b . 15662.1 |================================================== FFmpeg 6.0 Encoder: libx265 - Scenario: Live FPS > Higher Is Better a ...... 105.78 |=========================================================== b ...... 106.98 |============================================================ 5 a .... 110.49 |============================================================== 5 b .... 110.29 |============================================================== 5 2p a . 92.52 |==================================================== 5 2p b . 107.29 |============================================================ FFmpeg 6.0 Encoder: libx265 - Scenario: Live Seconds < Lower Is Better a ...... 47.74 |======================================================= b ...... 47.21 |====================================================== 5 a .... 45.71 |===================================================== 5 b .... 45.79 |===================================================== 5 2p a . 54.58 |=============================================================== 5 2p b . 47.07 |====================================================== SVT-AV1 1.5 Encoder Mode: Preset 13 - Input: Bosphorus 4K Frames Per Second > Higher Is Better a ...... 195.92 |============================================================= b ...... 198.14 |============================================================== 5 a .... 199.69 |============================================================== 5 b .... 196.06 |============================================================= 5 2p a . 169.66 |===================================================== 5 2p b . 172.57 |====================================================== oneDNN 3.1 Harness: Recurrent Neural Network Training - Data Type: f32 - Engine: CPU ms < Lower Is Better b ...... 1183.63 |==================================================== 5 a .... 1182.61 |==================================================== 5 2p a . 1390.36 |============================================================= 5 2p b . 1385.33 |============================================================= SVT-AV1 1.5 Encoder Mode: Preset 8 - Input: Bosphorus 4K Frames Per Second > Higher Is Better a ...... 73.44 |=============================================================== b ...... 67.55 |========================================================== 5 a .... 65.34 |======================================================== 5 b .... 70.86 |============================================================= 5 2p a . 62.84 |====================================================== 5 2p b . 69.54 |============================================================ VVenC 1.8 Video Input: Bosphorus 1080p - Video Preset: Fast Frames Per Second > Higher Is Better a ...... 16.55 |============================================================ b ...... 16.37 |============================================================ 5 a .... 16.85 |============================================================== 5 b .... 17.25 |=============================================================== 5 2p a . 14.81 |====================================================== 5 2p b . 15.04 |======================================================= SVT-AV1 1.5 Encoder Mode: Preset 12 - Input: Bosphorus 1080p Frames Per Second > Higher Is Better a ...... 604.84 |============================================================ b ...... 601.98 |=========================================================== 5 a .... 629.30 |============================================================== 5 b .... 622.73 |============================================================= 5 2p a . 540.73 |===================================================== 5 2p b . 565.06 |======================================================== VVenC 1.8 Video Input: Bosphorus 4K - Video Preset: Fast Frames Per Second > Higher Is Better a ...... 6.286 |============================================================== b ...... 6.128 |============================================================ 5 a .... 6.406 |=============================================================== 5 b .... 6.390 |=============================================================== 5 2p a . 5.548 |======================================================= 5 2p b . 5.768 |========================================================= NCNN 20220729 Target: CPU - Model: vision_transformer ms < Lower Is Better b ...... 133.39 |========================================================= 5 a .... 126.26 |====================================================== 5 2p a . 144.31 |============================================================= 5 2p b . 145.49 |============================================================== Zstd Compression 1.5.4 Compression Level: 3, Long Mode - Compression Speed MB/s > Higher Is Better b ...... 752.6 |======================================================== 5 a .... 854.2 |=============================================================== 5 2p a . 808.5 |============================================================ 5 2p b . 741.5 |======================================================= OpenFOAM 10 Input: drivaerFastback, Small Mesh Size - Mesh Time Seconds < Lower Is Better a ...... 24.73 |============================================================= b ...... 25.60 |=============================================================== 5 a .... 22.34 |======================================================= 5 b .... 22.71 |======================================================== 5 2p a . 22.56 |======================================================== 5 2p b . 23.34 |========================================================= Zstd Compression 1.5.4 Compression Level: 8, Long Mode - Compression Speed MB/s > Higher Is Better b ...... 744.5 |=========================================================== 5 a .... 792.1 |=============================================================== 5 2p a . 702.8 |======================================================== 5 2p b . 702.2 |======================================================== SVT-AV1 1.5 Encoder Mode: Preset 13 - Input: Bosphorus 1080p Frames Per Second > Higher Is Better a ...... 552.24 |============================================================ b ...... 549.83 |============================================================ 5 a .... 571.08 |============================================================== 5 b .... 560.57 |============================================================= 5 2p a . 525.15 |========================================================= 5 2p b . 546.03 |=========================================================== Zstd Compression 1.5.4 Compression Level: 8 - Compression Speed MB/s > Higher Is Better b ...... 988.5 |========================================================= 5 a .... 1067.8 |============================================================== 5 2p a . 1024.0 |=========================================================== 5 2p b . 1013.4 |=========================================================== FFmpeg 6.0 Encoder: libx265 - Scenario: Video On Demand Seconds < Lower Is Better a ...... 173.47 |============================================================== b ...... 172.53 |============================================================== 5 a .... 161.54 |========================================================== 5 2p a . 168.46 |============================================================ 5 2p b . 173.05 |============================================================== FFmpeg 6.0 Encoder: libx265 - Scenario: Video On Demand FPS > Higher Is Better a ...... 43.67 |=========================================================== b ...... 43.90 |=========================================================== 5 a .... 46.89 |=============================================================== 5 2p a . 44.97 |============================================================ 5 2p b . 43.77 |=========================================================== FFmpeg 6.0 Encoder: libx265 - Scenario: Platform FPS > Higher Is Better a ...... 43.73 |=========================================================== b ...... 43.90 |=========================================================== 5 a .... 46.70 |=============================================================== 5 2p a . 44.31 |============================================================ 5 2p b . 43.64 |=========================================================== FFmpeg 6.0 Encoder: libx265 - Scenario: Platform Seconds < Lower Is Better a ...... 173.23 |============================================================== b ...... 172.57 |============================================================== 5 a .... 162.19 |========================================================== 5 2p a . 170.94 |============================================================= 5 2p b . 173.56 |============================================================== Zstd Compression 1.5.4 Compression Level: 12 - Compression Speed MB/s > Higher Is Better b ...... 270.8 |=========================================================== 5 a .... 289.1 |=============================================================== 5 2p a . 283.6 |============================================================== 5 2p b . 282.8 |============================================================== ClickHouse 22.12.3.5 100M Rows Hits Dataset, Second Run Queries Per Minute, Geo Mean > Higher Is Better b ...... 439.07 |========================================================== 5 a .... 457.81 |============================================================= 5 2p a . 463.68 |============================================================= 5 2p b . 467.46 |============================================================== FFmpeg 6.0 Encoder: libx265 - Scenario: Upload FPS > Higher Is Better a ...... 21.59 |=========================================================== b ...... 21.62 |=========================================================== 5 a .... 22.95 |=============================================================== 5 b .... 22.93 |=============================================================== 5 2p a . 22.38 |============================================================= 5 2p b . 22.10 |============================================================= FFmpeg 6.0 Encoder: libx265 - Scenario: Upload Seconds < Lower Is Better a ...... 116.93 |============================================================== b ...... 116.81 |============================================================== 5 a .... 110.01 |========================================================== 5 b .... 110.14 |========================================================== 5 2p a . 112.82 |============================================================ 5 2p b . 114.26 |============================================================= QuantLib 1.30 MFLOPS > Higher Is Better a ...... 2746.5 |============================================================ b ...... 2692.4 |=========================================================== 5 a .... 2756.9 |============================================================ 5 b .... 2820.4 |============================================================= 5 2p a . 2760.9 |============================================================ 5 2p b . 2850.8 |============================================================== SVT-AV1 1.5 Encoder Mode: Preset 4 - Input: Bosphorus 1080p Frames Per Second > Higher Is Better a ...... 10.30 |============================================================ b ...... 10.23 |============================================================ 5 a .... 10.76 |=============================================================== 5 b .... 10.83 |=============================================================== 5 2p a . 10.41 |============================================================= 5 2p b . 10.50 |============================================================= SVT-AV1 1.5 Encoder Mode: Preset 8 - Input: Bosphorus 1080p Frames Per Second > Higher Is Better a ...... 109.98 |============================================================== b ...... 109.71 |============================================================== 5 a .... 107.38 |============================================================= 5 b .... 108.36 |============================================================= 5 2p a . 107.10 |============================================================ 5 2p b . 104.17 |=========================================================== ClickHouse 22.12.3.5 100M Rows Hits Dataset, Third Run Queries Per Minute, Geo Mean > Higher Is Better b ...... 437.35 |=========================================================== 5 a .... 456.30 |============================================================= 5 2p a . 461.53 |============================================================== 5 2p b . 448.03 |============================================================ Zstd Compression 1.5.4 Compression Level: 3, Long Mode - Decompression Speed MB/s > Higher Is Better b ...... 1300.8 |=========================================================== 5 a .... 1361.5 |============================================================== 5 2p a . 1332.3 |============================================================= 5 2p b . 1336.5 |============================================================= ClickHouse 22.12.3.5 100M Rows Hits Dataset, First Run / Cold Cache Queries Per Minute, Geo Mean > Higher Is Better b ...... 428.51 |============================================================ 5 a .... 437.20 |============================================================= 5 2p a . 445.18 |============================================================== 5 2p b . 440.56 |============================================================= Zstd Compression 1.5.4 Compression Level: 3 - Decompression Speed MB/s > Higher Is Better b ...... 1277.3 |============================================================ 5 a .... 1326.5 |============================================================== 5 2p a . 1306.7 |============================================================= 5 2p b . 1309.5 |============================================================= Zstd Compression 1.5.4 Compression Level: 8 - Decompression Speed MB/s > Higher Is Better b ...... 1390.0 |============================================================ 5 a .... 1438.8 |============================================================== 5 2p a . 1437.5 |============================================================== 5 2p b . 1441.1 |============================================================== Zstd Compression 1.5.4 Compression Level: 12 - Decompression Speed MB/s > Higher Is Better b ...... 1445.9 |============================================================ 5 a .... 1478.1 |============================================================= 5 2p a . 1482.7 |============================================================= 5 2p b . 1498.9 |============================================================== Zstd Compression 1.5.4 Compression Level: 19 - Compression Speed MB/s > Higher Is Better b ...... 17.6 |============================================================== 5 a .... 18.2 |================================================================ 5 2p a . 18.0 |=============================================================== 5 2p b . 18.0 |=============================================================== Zstd Compression 1.5.4 Compression Level: 19, Long Mode - Decompression Speed MB/s > Higher Is Better b ...... 1190.8 |============================================================ 5 a .... 1229.1 |============================================================== 5 2p a . 1222.9 |============================================================== 5 2p b . 1227.1 |============================================================== Google Draco 1.5.6 Model: Lion ms < Lower Is Better a ...... 4867 |================================================================ b ...... 4885 |================================================================ 5 a .... 4760 |============================================================== 5 2p a . 4734 |============================================================== 5 2p b . 4818 |=============================================================== Zstd Compression 1.5.4 Compression Level: 19 - Decompression Speed MB/s > Higher Is Better b ...... 1276.8 |============================================================ 5 a .... 1304.2 |============================================================= 5 2p a . 1315.6 |============================================================== 5 2p b . 1312.0 |============================================================== Zstd Compression 1.5.4 Compression Level: 3 - Compression Speed MB/s > Higher Is Better b ...... 2819.0 |============================================================= 5 a .... 2856.6 |============================================================== 5 2p a . 2783.7 |============================================================ 5 2p b . 2775.9 |============================================================ Zstd Compression 1.5.4 Compression Level: 19, Long Mode - Compression Speed MB/s > Higher Is Better b ...... 9.30 |============================================================== 5 a .... 9.54 |================================================================ 5 2p a . 9.57 |================================================================ 5 2p b . 9.50 |================================================================ Google Draco 1.5.6 Model: Church Facade ms < Lower Is Better a ...... 5793 |================================================================ b ...... 5833 |================================================================ 5 a .... 5718 |=============================================================== 5 2p a . 5682 |============================================================== 5 2p b . 5729 |=============================================================== SVT-AV1 1.5 Encoder Mode: Preset 4 - Input: Bosphorus 4K Frames Per Second > Higher Is Better a ...... 4.863 |=============================================================== b ...... 4.826 |=============================================================== 5 a .... 4.743 |============================================================= 5 b .... 4.760 |============================================================== 5 2p a . 4.784 |============================================================== 5 2p b . 4.842 |=============================================================== Zstd Compression 1.5.4 Compression Level: 8, Long Mode - Decompression Speed MB/s > Higher Is Better b ...... 1434.2 |============================================================= 5 a .... 1460.1 |============================================================== 5 2p a . 1454.7 |============================================================== 5 2p b . 1445.1 |============================================================= eSpeak-NG Speech Engine 20200907 Text-To-Speech Synthesis Seconds < Lower Is Better b ...... 28.16 |=============================================================== 5 a .... 27.83 |============================================================== 5 2p a . 27.87 |============================================================== 5 2p b . 28.14 |===============================================================