7742 ep 2 x AMD EPYC 7742 64-Core testing with a Supermicro H11DSi-NT v2.00 (2.1 BIOS) and ASPEED on Ubuntu 21.10 via the Phoronix Test Suite. A: Processor: 2 x AMD EPYC 7742 64-Core @ 2.25GHz (128 Cores / 256 Threads), Motherboard: Supermicro H11DSi-NT v2.00 (2.1 BIOS), Chipset: AMD Starship/Matisse, Memory: 126GB, Disk: 280GB INTEL SSDPE21D280GA, Graphics: ASPEED, Monitor: VE228, Network: 2 x Intel 10G X550T OS: Ubuntu 21.10, Kernel: 5.15.0-rc4-cluster-sched (x86_64), Desktop: GNOME Shell 40.5, Display Server: X Server, Vulkan: 1.1.182, Compiler: GCC 11.2.0, File-System: ext4, Screen Resolution: 1920x1080 B: Processor: 2 x AMD EPYC 7742 64-Core @ 2.25GHz (128 Cores / 256 Threads), Motherboard: Supermicro H11DSi-NT v2.00 (2.1 BIOS), Chipset: AMD Starship/Matisse, Memory: 126GB, Disk: 280GB INTEL SSDPE21D280GA, Graphics: ASPEED, Monitor: VE228, Network: 2 x Intel 10G X550T OS: Ubuntu 21.10, Kernel: 5.15.0-rc4-cluster-sched (x86_64), Desktop: GNOME Shell 40.5, Display Server: X Server, Vulkan: 1.1.182, Compiler: GCC 11.2.0, File-System: ext4, Screen Resolution: 1920x1080 BB: Processor: 2 x AMD EPYC 7742 64-Core @ 2.25GHz (128 Cores / 256 Threads), Motherboard: Supermicro H11DSi-NT v2.00 (2.1 BIOS), Chipset: AMD Starship/Matisse, Memory: 126GB, Disk: 280GB INTEL SSDPE21D280GA, Graphics: ASPEED, Monitor: VE228, Network: 2 x Intel 10G X550T OS: Ubuntu 21.10, Kernel: 5.15.0-rc4-cluster-sched (x86_64), Desktop: GNOME Shell 40.5, Display Server: X Server, Vulkan: 1.1.182, Compiler: GCC 11.2.0, File-System: ext4, Screen Resolution: 1920x1080 C: Processor: 2 x AMD EPYC 7742 64-Core @ 2.25GHz (128 Cores / 256 Threads), Motherboard: Supermicro H11DSi-NT v2.00 (2.1 BIOS), Chipset: AMD Starship/Matisse, Memory: 126GB, Disk: 280GB INTEL SSDPE21D280GA, Graphics: ASPEED, Monitor: VE228, Network: 2 x Intel 10G X550T OS: Ubuntu 21.10, Kernel: 5.15.0-rc4-cluster-sched (x86_64), Desktop: GNOME Shell 40.5, Display Server: X Server, Vulkan: 1.1.182, Compiler: GCC 11.2.0, File-System: ext4, Screen Resolution: 1920x1080 D: Processor: 2 x AMD EPYC 7742 64-Core @ 2.25GHz (128 Cores / 256 Threads), Motherboard: Supermicro H11DSi-NT v2.00 (2.1 BIOS), Chipset: AMD Starship/Matisse, Memory: 126GB, Disk: 280GB INTEL SSDPE21D280GA, Graphics: ASPEED, Monitor: VE228, Network: 2 x Intel 10G X550T OS: Ubuntu 21.10, Kernel: 5.15.0-rc4-cluster-sched (x86_64), Desktop: GNOME Shell 40.5, Display Server: X Server, Vulkan: 1.1.182, Compiler: GCC 11.2.0, File-System: ext4, Screen Resolution: 1920x1080 JPEG XL libjxl 0.6.1 Input: PNG - Encode Speed: 5 MP/s > Higher Is Better A .. 52.81 |================================================================== B .. 52.09 |================================================================= BB . 53.03 |=================================================================== C .. 53.34 |=================================================================== D .. 52.57 |================================================================== JPEG XL libjxl 0.6.1 Input: PNG - Encode Speed: 7 MP/s > Higher Is Better A .. 7.35 |==================================================================== B .. 7.15 |================================================================== BB . 7.12 |================================================================== C .. 7.07 |================================================================= D .. 7.01 |================================================================= JPEG XL libjxl 0.6.1 Input: PNG - Encode Speed: 8 MP/s > Higher Is Better A .. 0.70 |==================================================================== B .. 0.70 |==================================================================== BB . 0.69 |=================================================================== C .. 0.69 |=================================================================== D .. 0.69 |=================================================================== JPEG XL libjxl 0.6.1 Input: JPEG - Encode Speed: 5 MP/s > Higher Is Better A .. 59.70 |=================================================================== B .. 60.04 |=================================================================== BB . 58.80 |================================================================== C .. 59.24 |================================================================== D .. 58.46 |================================================================= JPEG XL libjxl 0.6.1 Input: JPEG - Encode Speed: 7 MP/s > Higher Is Better A .. 61.15 |=================================================================== B .. 58.55 |================================================================ BB . 58.26 |================================================================ C .. 58.40 |================================================================ D .. 60.32 |================================================================== JPEG XL libjxl 0.6.1 Input: JPEG - Encode Speed: 8 MP/s > Higher Is Better A .. 21.87 |=================================================================== B .. 21.65 |================================================================== BB . 21.43 |================================================================== C .. 21.62 |================================================================== D .. 21.74 |=================================================================== JPEG XL Decoding libjxl 0.6.1 CPU Threads: 1 MP/s > Higher Is Better A .. 43.06 |=================================================================== B .. 43.32 |=================================================================== BB . 41.55 |================================================================ C .. 43.09 |=================================================================== D .. 43.06 |=================================================================== JPEG XL Decoding libjxl 0.6.1 CPU Threads: All MP/s > Higher Is Better A .. 151.02 |================================================================ B .. 153.13 |================================================================= BB . 147.14 |============================================================== C .. 155.51 |================================================================== D .. 147.64 |=============================================================== rav1e 0.5 Speed: 1 Frames Per Second > Higher Is Better A .. 0.372 |=================================================================== B .. 0.372 |=================================================================== BB . 0.371 |=================================================================== C .. 0.371 |=================================================================== D .. 0.371 |=================================================================== rav1e 0.5 Speed: 5 Frames Per Second > Higher Is Better A .. 1.646 |================================================================== B .. 1.653 |================================================================== BB . 1.666 |=================================================================== C .. 1.644 |================================================================== D .. 1.658 |=================================================================== rav1e 0.5 Speed: 6 Frames Per Second > Higher Is Better A .. 2.176 |================================================================== B .. 2.198 |=================================================================== BB . 2.185 |=================================================================== C .. 2.180 |================================================================== D .. 2.171 |================================================================== rav1e 0.5 Speed: 10 Frames Per Second > Higher Is Better A .. 4.748 |=================================================================== B .. 4.670 |================================================================== BB . 4.708 |================================================================== C .. 4.619 |================================================================= D .. 4.610 |================================================================= Stargate Digital Audio Workstation 21.10.9 Sample Rate: 44100 - Buffer Size: 512 Render Ratio > Higher Is Better A .. 2.761709 |===================================================== B .. 2.759399 |===================================================== BB . 2.743255 |==================================================== C .. 3.360503 |================================================================ D .. 3.211419 |============================================================= Stargate Digital Audio Workstation 21.10.9 Sample Rate: 96000 - Buffer Size: 512 Render Ratio > Higher Is Better A .. 2.033194 |========================================== BB . 1.968436 |======================================== C .. 2.011051 |========================================= D .. 3.125304 |================================================================ Stargate Digital Audio Workstation 21.10.9 Sample Rate: 192000 - Buffer Size: 512 Render Ratio > Higher Is Better A .. 1.375502 |=============================================================== BB . 1.349265 |============================================================== C .. 1.365165 |=============================================================== D .. 1.396307 |================================================================ Stargate Digital Audio Workstation 21.10.9 Sample Rate: 44100 - Buffer Size: 1024 Render Ratio > Higher Is Better A .. 2.901815 |========================================= BB . 2.872484 |========================================= C .. 2.876094 |========================================= D .. 4.487830 |================================================================ Stargate Digital Audio Workstation 21.10.9 Sample Rate: 480000 - Buffer Size: 512 Render Ratio > Higher Is Better A .. 2.652187 |========================================= BB . 2.673665 |========================================= C .. 2.664475 |========================================= D .. 4.130945 |================================================================ Stargate Digital Audio Workstation 21.10.9 Sample Rate: 96000 - Buffer Size: 1024 Render Ratio > Higher Is Better A .. 2.109490 |============================================= BB . 2.729096 |=========================================================== C .. 2.974576 |================================================================ D .. 2.089359 |============================================= Stargate Digital Audio Workstation 21.10.9 Sample Rate: 192000 - Buffer Size: 1024 Render Ratio > Higher Is Better A .. 1.439159 |================================================================ BB . 1.434837 |================================================================ C .. 1.424212 |=============================================================== D .. 1.425348 |=============================================================== Stargate Digital Audio Workstation 21.10.9 Sample Rate: 480000 - Buffer Size: 1024 Render Ratio > Higher Is Better A .. 2.789309 |================================================================ BB . 2.773968 |================================================================ C .. 2.787997 |================================================================ D .. 2.742120 |=============================================================== Redis Memtier / Redis Benchmark Test: LPUSH and LPOP: lpop Requests Per Second > Higher Is Better A .. 919117.62 |=========================================================== BB . 931015.00 |============================================================ C .. 978294.62 |=============================================================== D .. 946614.12 |============================================================= Redis Memtier / Redis Benchmark Test: LPUSH and LPOP: lpush Requests Per Second > Higher Is Better A .. 923792.00 |============================================================= BB . 951213.94 |=============================================================== C .. 940912.31 |============================================================== D .. 943307.25 |============================================================== Redis Memtier / Redis Benchmark Test: GET Operations Per Second > Higher Is Better A .. 445704.46 |=============================================================== BB . 228760.49 |================================ C .. 231365.68 |================================= D .. 232655.65 |================================= Redis Memtier / Redis Benchmark Test: MIX Operations Per Second > Higher Is Better A .. 367026.27 |=============================================================== BB . 235553.02 |======================================== C .. 240458.10 |========================================= D .. 236335.82 |========================================= Redis Memtier / Redis Benchmark Test: SET Operations Per Second > Higher Is Better A .. 235373.41 |=============================================================== BB . 232637.00 |============================================================== C .. 236157.32 |=============================================================== D .. 232380.28 |============================================================== Blender 2.92 Blend File: BMW27 - Compute: CPU-Only Seconds < Lower Is Better A .. 24.02 |================================================================== BB . 23.87 |================================================================= C .. 23.49 |================================================================ D .. 24.45 |=================================================================== Blender 2.92 Blend File: Classroom - Compute: CPU-Only Seconds < Lower Is Better A .. 46.37 |=================================================================== BB . 46.61 |=================================================================== C .. 46.58 |=================================================================== D .. 46.60 |=================================================================== Blender 2.92 Blend File: Fishy Cat - Compute: CPU-Only Seconds < Lower Is Better A .. 34.86 |================================================================= BB . 35.71 |=================================================================== C .. 35.66 |=================================================================== D .. 35.13 |================================================================== Blender 2.92 Blend File: Barbershop - Compute: CPU-Only Seconds < Lower Is Better A .. 78.08 |=================================================================== BB . 78.54 |=================================================================== C .. 77.81 |================================================================== D .. 78.07 |=================================================================== Blender 2.92 Blend File: Pabellon Barcelona - Compute: CPU-Only Seconds < Lower Is Better A .. 63.88 |=================================================================== BB . 63.49 |=================================================================== C .. 63.48 |=================================================================== D .. 63.60 |=================================================================== ONNX Runtime 1.9.1 Model: yolov4 - Device: CPU Inferences Per Minute > Higher Is Better A .. 212 |================================================================ BB . 228 |===================================================================== C .. 215 |================================================================= D .. 229 |===================================================================== ONNX Runtime 1.9.1 Model: fcn-resnet101-11 - Device: CPU Inferences Per Minute > Higher Is Better A .. 178 |================================================================ BB . 192 |===================================================================== C .. 186 |=================================================================== D .. 179 |================================================================ ONNX Runtime 1.9.1 Model: shufflenet-v2-10 - Device: CPU Inferences Per Minute > Higher Is Better A .. 5612 |========================================================== BB . 6563 |==================================================================== C .. 4814 |================================================== D .. 5305 |======================================================= ONNX Runtime 1.9.1 Model: super-resolution-10 - Device: CPU Inferences Per Minute > Higher Is Better A .. 4488 |============================================= BB . 5430 |======================================================= C .. 6750 |==================================================================== D .. 6766 |==================================================================== PyHPC Benchmarks 3.0 Device: CPU - Backend: JAX - Project Size: 16384 - Benchmark: Equation of State Seconds < Lower Is Better A .. 0.001 |=================================================================== BB . 0.001 |=================================================================== C .. 0.001 |=================================================================== D .. 0.001 |=================================================================== PyHPC Benchmarks 3.0 Device: CPU - Backend: JAX - Project Size: 16384 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better A .. 0.003 |=================================================================== BB . 0.003 |=================================================================== C .. 0.003 |=================================================================== D .. 0.003 |=================================================================== PyHPC Benchmarks 3.0 Device: CPU - Backend: JAX - Project Size: 65536 - Benchmark: Equation of State Seconds < Lower Is Better A .. 0.001 |=================================================================== BB . 0.001 |=================================================================== C .. 0.001 |=================================================================== D .. 0.001 |=================================================================== PyHPC Benchmarks 3.0 Device: CPU - Backend: JAX - Project Size: 65536 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better A .. 0.024 |=================================================================== BB . 0.024 |=================================================================== C .. 0.023 |================================================================ D .. 0.024 |=================================================================== PyHPC Benchmarks 3.0 Device: CPU - Backend: JAX - Project Size: 262144 - Benchmark: Equation of State Seconds < Lower Is Better A .. 0.002 |=================================================================== BB . 0.002 |=================================================================== C .. 0.002 |=================================================================== D .. 0.002 |=================================================================== PyHPC Benchmarks 3.0 Device: CPU - Backend: JAX - Project Size: 262144 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better A .. 0.122 |================================================================ BB . 0.118 |============================================================== C .. 0.128 |=================================================================== D .. 0.127 |================================================================== PyHPC Benchmarks 3.0 Device: CPU - Backend: JAX - Project Size: 1048576 - Benchmark: Equation of State Seconds < Lower Is Better A .. 0.012 |============================================================== BB . 0.013 |=================================================================== C .. 0.013 |=================================================================== D .. 0.012 |============================================================== PyHPC Benchmarks 3.0 Device: CPU - Backend: JAX - Project Size: 1048576 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better A .. 0.207 |================================================================= BB . 0.206 |================================================================= C .. 0.212 |=================================================================== D .. 0.201 |================================================================ PyHPC Benchmarks 3.0 Device: CPU - Backend: JAX - Project Size: 4194304 - Benchmark: Equation of State Seconds < Lower Is Better A .. 0.097 |================================================================ BB . 0.100 |================================================================== C .. 0.101 |=================================================================== D .. 0.101 |=================================================================== PyHPC Benchmarks 3.0 Device: CPU - Backend: JAX - Project Size: 4194304 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better A .. 0.818 |======================================================= BB . 1.003 |=================================================================== C .. 0.836 |======================================================== D .. 0.835 |======================================================== PyHPC Benchmarks 3.0 Device: CPU - Backend: Numba - Project Size: 16384 - Benchmark: Equation of State Seconds < Lower Is Better A .. 0.001 |=================================================================== BB . 0.001 |=================================================================== C .. 0.001 |=================================================================== D .. 0.001 |=================================================================== PyHPC Benchmarks 3.0 Device: CPU - Backend: Numba - Project Size: 16384 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better A .. 0.005 |=================================================================== BB . 0.005 |=================================================================== C .. 0.005 |=================================================================== D .. 0.005 |=================================================================== PyHPC Benchmarks 3.0 Device: CPU - Backend: Numba - Project Size: 65536 - Benchmark: Equation of State Seconds < Lower Is Better A .. 0.005 |=================================================================== BB . 0.005 |=================================================================== C .. 0.005 |=================================================================== D .. 0.005 |=================================================================== PyHPC Benchmarks 3.0 Device: CPU - Backend: Numba - Project Size: 65536 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better A .. 0.021 |=================================================================== BB . 0.021 |=================================================================== C .. 0.021 |=================================================================== D .. 0.021 |=================================================================== PyHPC Benchmarks 3.0 Device: CPU - Backend: Numpy - Project Size: 16384 - Benchmark: Equation of State Seconds < Lower Is Better A .. 0.003 |=================================================================== BB . 0.003 |=================================================================== C .. 0.003 |=================================================================== D .. 0.003 |=================================================================== PyHPC Benchmarks 3.0 Device: CPU - Backend: Numpy - Project Size: 16384 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better A .. 0.009 |=================================================================== BB . 0.009 |=================================================================== C .. 0.009 |=================================================================== D .. 0.009 |=================================================================== PyHPC Benchmarks 3.0 Device: CPU - Backend: Numpy - Project Size: 65536 - Benchmark: Equation of State Seconds < Lower Is Better A .. 0.018 |=================================================================== BB . 0.018 |=================================================================== C .. 0.018 |=================================================================== D .. 0.018 |=================================================================== PyHPC Benchmarks 3.0 Device: CPU - Backend: Numpy - Project Size: 65536 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better A .. 0.039 |================================================================= BB . 0.040 |=================================================================== C .. 0.040 |=================================================================== D .. 0.040 |=================================================================== PyHPC Benchmarks 3.0 Device: CPU - Backend: Aesara - Project Size: 16384 - Benchmark: Equation of State Seconds < Lower Is Better A .. 0.002 |=================================================================== BB . 0.002 |=================================================================== C .. 0.002 |=================================================================== D .. 0.002 |=================================================================== PyHPC Benchmarks 3.0 Device: CPU - Backend: Aesara - Project Size: 16384 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better A .. 0.006 |=================================================================== BB . 0.006 |=================================================================== C .. 0.006 |=================================================================== D .. 0.006 |=================================================================== PyHPC Benchmarks 3.0 Device: CPU - Backend: Aesara - Project Size: 65536 - Benchmark: Equation of State Seconds < Lower Is Better A .. 0.007 |=================================================================== BB . 0.007 |=================================================================== C .. 0.007 |=================================================================== D .. 0.007 |=================================================================== PyHPC Benchmarks 3.0 Device: CPU - Backend: Aesara - Project Size: 65536 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better A .. 0.024 |================================================================ BB . 0.024 |================================================================ C .. 0.025 |=================================================================== D .. 0.024 |================================================================ PyHPC Benchmarks 3.0 Device: CPU - Backend: Numba - Project Size: 262144 - Benchmark: Equation of State Seconds < Lower Is Better A .. 0.019 |=================================================================== BB . 0.019 |=================================================================== C .. 0.019 |=================================================================== D .. 0.019 |=================================================================== PyHPC Benchmarks 3.0 Device: CPU - Backend: Numba - Project Size: 262144 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better A .. 0.079 |================================================================== BB . 0.079 |================================================================== C .. 0.080 |=================================================================== D .. 0.079 |================================================================== PyHPC Benchmarks 3.0 Device: CPU - Backend: Numpy - Project Size: 262144 - Benchmark: Equation of State Seconds < Lower Is Better A .. 0.070 |=============================================================== BB . 0.072 |================================================================= C .. 0.074 |=================================================================== D .. 0.071 |================================================================ PyHPC Benchmarks 3.0 Device: CPU - Backend: Numpy - Project Size: 262144 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better A .. 0.156 |================================================================== BB . 0.159 |=================================================================== C .. 0.159 |=================================================================== D .. 0.158 |=================================================================== PyHPC Benchmarks 3.0 Device: CPU - Backend: Aesara - Project Size: 262144 - Benchmark: Equation of State Seconds < Lower Is Better A .. 0.024 |=================================================================== BB . 0.024 |=================================================================== C .. 0.024 |=================================================================== D .. 0.024 |=================================================================== PyHPC Benchmarks 3.0 Device: CPU - Backend: Aesara - Project Size: 262144 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better A .. 0.092 |=================================================================== BB . 0.092 |=================================================================== C .. 0.092 |=================================================================== D .. 0.092 |=================================================================== PyHPC Benchmarks 3.0 Device: CPU - Backend: Numba - Project Size: 1048576 - Benchmark: Equation of State Seconds < Lower Is Better A .. 0.078 |================================================================== BB . 0.079 |=================================================================== C .. 0.078 |================================================================== D .. 0.078 |================================================================== PyHPC Benchmarks 3.0 Device: CPU - Backend: Numba - Project Size: 1048576 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better A .. 0.360 |================================================================= BB . 0.372 |=================================================================== C .. 0.362 |================================================================= D .. 0.362 |================================================================= PyHPC Benchmarks 3.0 Device: CPU - Backend: Numba - Project Size: 4194304 - Benchmark: Equation of State Seconds < Lower Is Better A .. 0.313 |=================================================================== BB . 0.312 |=================================================================== C .. 0.313 |=================================================================== D .. 0.313 |=================================================================== PyHPC Benchmarks 3.0 Device: CPU - Backend: Numba - Project Size: 4194304 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better A .. 1.518 |================================================================ BB . 1.583 |=================================================================== C .. 1.526 |================================================================= D .. 1.528 |================================================================= PyHPC Benchmarks 3.0 Device: CPU - Backend: Numpy - Project Size: 1048576 - Benchmark: Equation of State Seconds < Lower Is Better A .. 0.307 |================================================================= BB . 0.315 |=================================================================== C .. 0.311 |================================================================== D .. 0.305 |================================================================= PyHPC Benchmarks 3.0 Device: CPU - Backend: Numpy - Project Size: 1048576 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better A .. 0.731 |================================================================= BB . 0.751 |=================================================================== C .. 0.733 |================================================================= D .. 0.730 |================================================================= PyHPC Benchmarks 3.0 Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Equation of State Seconds < Lower Is Better A .. 1.570 |================================================================== BB . 1.604 |=================================================================== C .. 1.587 |================================================================== D .. 1.574 |================================================================== PyHPC Benchmarks 3.0 Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better A .. 3.004 |================================================================= BB . 3.075 |=================================================================== C .. 3.002 |================================================================= D .. 3.001 |================================================================= PyHPC Benchmarks 3.0 Device: CPU - Backend: PyTorch - Project Size: 16384 - Benchmark: Equation of State Seconds < Lower Is Better A .. 0.001 |=================================================================== BB . 0.001 |=================================================================== C .. 0.001 |=================================================================== D .. 0.001 |=================================================================== PyHPC Benchmarks 3.0 Device: CPU - Backend: PyTorch - Project Size: 16384 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better A .. 0.006 |=================================================================== BB . 0.006 |=================================================================== C .. 0.006 |=================================================================== D .. 0.006 |=================================================================== PyHPC Benchmarks 3.0 Device: CPU - Backend: PyTorch - Project Size: 65536 - Benchmark: Equation of State Seconds < Lower Is Better A .. 0.002 |=================================================================== BB . 0.002 |=================================================================== C .. 0.002 |=================================================================== D .. 0.002 |=================================================================== PyHPC Benchmarks 3.0 Device: CPU - Backend: PyTorch - Project Size: 65536 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better A .. 0.022 |=================================================================== BB . 0.022 |=================================================================== C .. 0.022 |=================================================================== D .. 0.022 |=================================================================== PyHPC Benchmarks 3.0 Device: CPU - Backend: Aesara - Project Size: 1048576 - Benchmark: Equation of State Seconds < Lower Is Better A .. 0.100 |================================================================== BB . 0.100 |================================================================== C .. 0.100 |================================================================== D .. 0.102 |=================================================================== PyHPC Benchmarks 3.0 Device: CPU - Backend: Aesara - Project Size: 1048576 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better A .. 0.439 |=================================================================== BB . 0.441 |=================================================================== C .. 0.438 |=================================================================== D .. 0.439 |=================================================================== PyHPC Benchmarks 3.0 Device: CPU - Backend: Aesara - Project Size: 4194304 - Benchmark: Equation of State Seconds < Lower Is Better A .. 0.396 |=================================================================== BB . 0.396 |=================================================================== C .. 0.397 |=================================================================== D .. 0.396 |=================================================================== PyHPC Benchmarks 3.0 Device: CPU - Backend: Aesara - Project Size: 4194304 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better A .. 1.844 |=================================================================== BB . 1.855 |=================================================================== C .. 1.843 |=================================================================== D .. 1.847 |=================================================================== PyHPC Benchmarks 3.0 Device: CPU - Backend: PyTorch - Project Size: 262144 - Benchmark: Equation of State Seconds < Lower Is Better A .. 0.007 |=================================================================== BB . 0.006 |========================================================= C .. 0.006 |========================================================= D .. 0.007 |=================================================================== PyHPC Benchmarks 3.0 Device: CPU - Backend: PyTorch - Project Size: 262144 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better A .. 0.087 |================================================================= BB . 0.089 |=================================================================== C .. 0.088 |================================================================== D .. 0.088 |================================================================== PyHPC Benchmarks 3.0 Device: CPU - Backend: PyTorch - Project Size: 1048576 - Benchmark: Equation of State Seconds < Lower Is Better A .. 0.029 |=================================================================== BB . 0.028 |================================================================= C .. 0.028 |================================================================= D .. 0.029 |=================================================================== PyHPC Benchmarks 3.0 Device: CPU - Backend: PyTorch - Project Size: 1048576 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better A .. 0.456 |=================================================================== BB . 0.453 |=================================================================== C .. 0.454 |=================================================================== D .. 0.455 |=================================================================== PyHPC Benchmarks 3.0 Device: CPU - Backend: PyTorch - Project Size: 4194304 - Benchmark: Equation of State Seconds < Lower Is Better A .. 0.115 |=================================================================== BB . 0.115 |=================================================================== C .. 0.115 |=================================================================== D .. 0.115 |=================================================================== PyHPC Benchmarks 3.0 Device: CPU - Backend: PyTorch - Project Size: 4194304 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better A .. 2.014 |=================================================================== BB . 1.989 |================================================================== C .. 2.014 |=================================================================== D .. 1.971 |================================================================== PyHPC Benchmarks 3.0 Device: CPU - Backend: TensorFlow - Project Size: 16384 - Benchmark: Equation of State Seconds < Lower Is Better A .. 0.002 |=================================================================== BB . 0.002 |=================================================================== C .. 0.002 |=================================================================== D .. 0.002 |=================================================================== PyHPC Benchmarks 3.0 Device: CPU - Backend: TensorFlow - Project Size: 16384 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: TensorFlow - Project Size: 65536 - Benchmark: Equation of State Seconds < Lower Is Better A .. 0.005 |======================================================== BB . 0.006 |=================================================================== C .. 0.006 |=================================================================== D .. 0.005 |======================================================== PyHPC Benchmarks 3.0 Device: CPU - Backend: TensorFlow - Project Size: 65536 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: TensorFlow - Project Size: 262144 - Benchmark: Equation of State Seconds < Lower Is Better A .. 0.017 |=================================================================== BB . 0.017 |=================================================================== C .. 0.016 |=============================================================== D .. 0.017 |=================================================================== PyHPC Benchmarks 3.0 Device: CPU - Backend: TensorFlow - Project Size: 262144 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: TensorFlow - Project Size: 1048576 - Benchmark: Equation of State Seconds < Lower Is Better A .. 0.036 |============================================================ BB . 0.040 |=================================================================== C .. 0.036 |============================================================ D .. 0.037 |============================================================== PyHPC Benchmarks 3.0 Device: CPU - Backend: TensorFlow - Project Size: 1048576 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better PyHPC Benchmarks 3.0 Device: CPU - Backend: TensorFlow - Project Size: 4194304 - Benchmark: Equation of State Seconds < Lower Is Better A .. 0.167 |================================================================= BB . 0.172 |=================================================================== C .. 0.169 |================================================================== D .. 0.170 |================================================================== PyHPC Benchmarks 3.0 Device: CPU - Backend: TensorFlow - Project Size: 4194304 - Benchmark: Isoneutral Mixing Seconds < Lower Is Better