AMD Ryzen Threadripper 3990X 64-Core testing with a Gigabyte TRX40 AORUS PRO WIFI (F4p BIOS) and AMD Radeon RX 5600 OEM/5600 XT / 5700/5700 8GB on Pop 21.04 via the Phoronix Test Suite.
Compare your own system(s) to this result file with the
Phoronix Test Suite by running the command:
phoronix-test-suite benchmark 2110307-TJ-PYHPCONNX10
pyhpc onnx
AMD Ryzen Threadripper 3990X 64-Core testing with a Gigabyte TRX40 AORUS PRO WIFI (F4p BIOS) and AMD Radeon RX 5600 OEM/5600 XT / 5700/5700 8GB on Pop 21.04 via the Phoronix Test Suite.
1:
Processor: AMD Ryzen Threadripper 3990X 64-Core @ 2.90GHz (64 Cores / 128 Threads), Motherboard: Gigabyte TRX40 AORUS PRO WIFI (F4p BIOS), Chipset: AMD Starship/Matisse, Memory: 126GB, Disk: Samsung SSD 970 EVO Plus 500GB, Graphics: AMD Radeon RX 5600 OEM/5600 XT / 5700/5700 8GB (1750/875MHz), Audio: AMD Navi 10 HDMI Audio, Monitor: DELL P2415Q, Network: Intel I211 + Intel Wi-Fi 6 AX200
OS: Pop 21.04, Kernel: 5.11.0-7620-generic (x86_64), Desktop: GNOME Shell 3.38.4, Display Server: X Server 1.20.9, OpenGL: 4.6 Mesa 21.0.1 (LLVM 11.0.1), Vulkan: 1.2.145, Compiler: GCC 10.3.0, File-System: ext4, Screen Resolution: 3840x2160
2:
Processor: AMD Ryzen Threadripper 3990X 64-Core @ 2.90GHz (64 Cores / 128 Threads), Motherboard: Gigabyte TRX40 AORUS PRO WIFI (F4p BIOS), Chipset: AMD Starship/Matisse, Memory: 126GB, Disk: Samsung SSD 970 EVO Plus 500GB, Graphics: AMD Radeon RX 5600 OEM/5600 XT / 5700/5700 8GB (1750/875MHz), Audio: AMD Navi 10 HDMI Audio, Monitor: DELL P2415Q, Network: Intel I211 + Intel Wi-Fi 6 AX200
OS: Pop 21.04, Kernel: 5.11.0-7620-generic (x86_64), Desktop: GNOME Shell 3.38.4, Display Server: X Server 1.20.9, OpenGL: 4.6 Mesa 21.0.1 (LLVM 11.0.1), Vulkan: 1.2.145, Compiler: GCC 10.3.0, File-System: ext4, Screen Resolution: 3840x2160
3:
Processor: AMD Ryzen Threadripper 3990X 64-Core @ 2.90GHz (64 Cores / 128 Threads), Motherboard: Gigabyte TRX40 AORUS PRO WIFI (F4p BIOS), Chipset: AMD Starship/Matisse, Memory: 126GB, Disk: Samsung SSD 970 EVO Plus 500GB, Graphics: AMD Radeon RX 5600 OEM/5600 XT / 5700/5700 8GB (1750/875MHz), Audio: AMD Navi 10 HDMI Audio, Monitor: DELL P2415Q, Network: Intel I211 + Intel Wi-Fi 6 AX200
OS: Pop 21.04, Kernel: 5.11.0-7620-generic (x86_64), Desktop: GNOME Shell 3.38.4, Display Server: X Server 1.20.9, OpenGL: 4.6 Mesa 21.0.1 (LLVM 11.0.1), Vulkan: 1.2.145, Compiler: GCC 10.3.0, File-System: ext4, Screen Resolution: 3840x2160
PyHPC Benchmarks 3.0
Device: CPU - Backend: TensorFlow - Project Size: 65536 - Benchmark: Equation of State
Seconds < Lower Is Better
1 . 0.004 |====================================================================
2 . 0.003 |===================================================
3 . 0.002 |==================================
PyHPC Benchmarks 3.0
Device: CPU - Backend: TensorFlow - Project Size: 262144 - Benchmark: Equation of State
Seconds < Lower Is Better
1 . 0.008 |=============================================
2 . 0.012 |====================================================================
3 . 0.008 |=============================================
PyHPC Benchmarks 3.0
Device: CPU - Backend: Numpy - Project Size: 262144 - Benchmark: Equation of State
Seconds < Lower Is Better
1 . 0.060 |==============================================================
2 . 0.064 |==================================================================
3 . 0.066 |====================================================================
PyHPC Benchmarks 3.0
Device: CPU - Backend: PyTorch - Project Size: 262144 - Benchmark: Isoneutral Mixing
Seconds < Lower Is Better
1 . 0.073 |===============================================================
2 . 0.077 |==================================================================
3 . 0.079 |====================================================================
PyHPC Benchmarks 3.0
Device: CPU - Backend: JAX - Project Size: 1048576 - Benchmark: Isoneutral Mixing
Seconds < Lower Is Better
1 . 0.165 |===============================================================
2 . 0.170 |=================================================================
3 . 0.178 |====================================================================
PyHPC Benchmarks 3.0
Device: CPU - Backend: Numba - Project Size: 262144 - Benchmark: Equation of State
Seconds < Lower Is Better
1 . 0.015 |================================================================
2 . 0.015 |================================================================
3 . 0.016 |====================================================================
PyHPC Benchmarks 3.0
Device: CPU - Backend: Numpy - Project Size: 65536 - Benchmark: Equation of State
Seconds < Lower Is Better
1 . 0.015 |================================================================
2 . 0.016 |====================================================================
3 . 0.016 |====================================================================
PyHPC Benchmarks 3.0
Device: CPU - Backend: PyTorch - Project Size: 65536 - Benchmark: Isoneutral Mixing
Seconds < Lower Is Better
1 . 0.017 |================================================================
2 . 0.018 |====================================================================
3 . 0.017 |================================================================
PyHPC Benchmarks 3.0
Device: CPU - Backend: JAX - Project Size: 65536 - Benchmark: Isoneutral Mixing
Seconds < Lower Is Better
1 . 0.018 |================================================================
2 . 0.018 |================================================================
3 . 0.019 |====================================================================
PyHPC Benchmarks 3.0
Device: CPU - Backend: Numpy - Project Size: 262144 - Benchmark: Isoneutral Mixing
Seconds < Lower Is Better
1 . 0.130 |=================================================================
2 . 0.134 |===================================================================
3 . 0.137 |====================================================================
PyHPC Benchmarks 3.0
Device: CPU - Backend: PyTorch - Project Size: 4194304 - Benchmark: Isoneutral Mixing
Seconds < Lower Is Better
1 . 1.615 |=================================================================
2 . 1.664 |===================================================================
3 . 1.695 |====================================================================
PyHPC Benchmarks 3.0
Device: CPU - Backend: PyTorch - Project Size: 1048576 - Benchmark: Equation of State
Seconds < Lower Is Better
1 . 0.024 |=================================================================
2 . 0.025 |====================================================================
3 . 0.025 |====================================================================
PyHPC Benchmarks 3.0
Device: CPU - Backend: Aesara - Project Size: 262144 - Benchmark: Isoneutral Mixing
Seconds < Lower Is Better
1 . 0.076 |=================================================================
2 . 0.078 |===================================================================
3 . 0.079 |====================================================================
PyHPC Benchmarks 3.0
Device: CPU - Backend: Numpy - Project Size: 1048576 - Benchmark: Isoneutral Mixing
Seconds < Lower Is Better
1 . 0.610 |==================================================================
2 . 0.618 |==================================================================
3 . 0.632 |====================================================================
PyHPC Benchmarks 3.0
Device: CPU - Backend: Numpy - Project Size: 1048576 - Benchmark: Equation of State
Seconds < Lower Is Better
1 . 0.273 |==================================================================
2 . 0.282 |====================================================================
3 . 0.280 |====================================================================
ONNX Runtime 1.9.1
Model: yolov4 - Device: CPU
Inferences Per Minute > Higher Is Better
1 . 303 |======================================================================
2 . 299 |=====================================================================
3 . 295 |====================================================================
PyHPC Benchmarks 3.0
Device: CPU - Backend: Aesara - Project Size: 1048576 - Benchmark: Equation of State
Seconds < Lower Is Better
1 . 0.080 |==================================================================
2 . 0.082 |====================================================================
3 . 0.082 |====================================================================
ONNX Runtime 1.9.1
Model: super-resolution-10 - Device: CPU
Inferences Per Minute > Higher Is Better
1 . 7675 |=====================================================================
2 . 7521 |====================================================================
3 . 7498 |===================================================================
PyHPC Benchmarks 3.0
Device: CPU - Backend: PyTorch - Project Size: 1048576 - Benchmark: Isoneutral Mixing
Seconds < Lower Is Better
1 . 0.373 |===================================================================
2 . 0.380 |====================================================================
3 . 0.381 |====================================================================
PyHPC Benchmarks 3.0
Device: CPU - Backend: JAX - Project Size: 4194304 - Benchmark: Isoneutral Mixing
Seconds < Lower Is Better
1 . 0.679 |===================================================================
2 . 0.685 |===================================================================
3 . 0.692 |====================================================================
PyHPC Benchmarks 3.0
Device: CPU - Backend: Numba - Project Size: 1048576 - Benchmark: Equation of State
Seconds < Lower Is Better
1 . 0.063 |===================================================================
2 . 0.064 |====================================================================
3 . 0.063 |===================================================================
PyHPC Benchmarks 3.0
Device: CPU - Backend: Numba - Project Size: 262144 - Benchmark: Isoneutral Mixing
Seconds < Lower Is Better
1 . 0.063 |===================================================================
2 . 0.064 |====================================================================
3 . 0.064 |====================================================================
PyHPC Benchmarks 3.0
Device: CPU - Backend: TensorFlow - Project Size: 4194304 - Benchmark: Equation of State
Seconds < Lower Is Better
1 . 0.139 |===================================================================
2 . 0.141 |====================================================================
3 . 0.141 |====================================================================
PyHPC Benchmarks 3.0
Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Equation of State
Seconds < Lower Is Better
1 . 1.348 |===================================================================
2 . 1.366 |====================================================================
3 . 1.364 |====================================================================
PyHPC Benchmarks 3.0
Device: CPU - Backend: Aesara - Project Size: 4194304 - Benchmark: Equation of State
Seconds < Lower Is Better
1 . 0.322 |===================================================================
2 . 0.326 |====================================================================
3 . 0.322 |===================================================================
PyHPC Benchmarks 3.0
Device: CPU - Backend: JAX - Project Size: 262144 - Benchmark: Isoneutral Mixing
Seconds < Lower Is Better
1 . 0.083 |====================================================================
2 . 0.082 |===================================================================
3 . 0.082 |===================================================================
PyHPC Benchmarks 3.0
Device: CPU - Backend: PyTorch - Project Size: 4194304 - Benchmark: Equation of State
Seconds < Lower Is Better
1 . 0.091 |===================================================================
2 . 0.092 |====================================================================
3 . 0.092 |====================================================================
PyHPC Benchmarks 3.0
Device: CPU - Backend: Aesara - Project Size: 1048576 - Benchmark: Isoneutral Mixing
Seconds < Lower Is Better
1 . 0.370 |===================================================================
2 . 0.373 |====================================================================
3 . 0.374 |====================================================================
PyHPC Benchmarks 3.0
Device: CPU - Backend: Numba - Project Size: 1048576 - Benchmark: Isoneutral Mixing
Seconds < Lower Is Better
1 . 0.290 |===================================================================
2 . 0.293 |====================================================================
3 . 0.293 |====================================================================
ONNX Runtime 1.9.1
Model: shufflenet-v2-10 - Device: CPU
Inferences Per Minute > Higher Is Better
1 . 11492 |===================================================================
2 . 11484 |===================================================================
3 . 11579 |====================================================================
PyHPC Benchmarks 3.0
Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Isoneutral Mixing
Seconds < Lower Is Better
1 . 2.496 |====================================================================
2 . 2.509 |====================================================================
3 . 2.514 |====================================================================
PyHPC Benchmarks 3.0
Device: CPU - Backend: Numba - Project Size: 4194304 - Benchmark: Isoneutral Mixing
Seconds < Lower Is Better
1 . 1.213 |====================================================================
2 . 1.216 |====================================================================
3 . 1.219 |====================================================================
PyHPC Benchmarks 3.0
Device: CPU - Backend: Numba - Project Size: 4194304 - Benchmark: Equation of State
Seconds < Lower Is Better
1 . 0.252 |====================================================================
2 . 0.252 |====================================================================
3 . 0.253 |====================================================================
PyHPC Benchmarks 3.0
Device: CPU - Backend: Aesara - Project Size: 4194304 - Benchmark: Isoneutral Mixing
Seconds < Lower Is Better
1 . 1.531 |====================================================================
2 . 1.532 |====================================================================
3 . 1.533 |====================================================================
PyHPC Benchmarks 3.0
Device: CPU - Backend: TensorFlow - Project Size: 1048576 - Benchmark: Equation of State
Seconds < Lower Is Better
1 . 0.03 |=====================================================================
2 . 0.03 |=====================================================================
3 . 0.03 |=====================================================================
PyHPC Benchmarks 3.0
Device: CPU - Backend: TensorFlow - Project Size: 16384 - Benchmark: Equation of State
Seconds < Lower Is Better
1 . 0.001 |====================================================================
2 . 0.001 |====================================================================
3 . 0.001 |====================================================================
PyHPC Benchmarks 3.0
Device: CPU - Backend: PyTorch - Project Size: 262144 - Benchmark: Equation of State
Seconds < Lower Is Better
1 . 0.005 |====================================================================
2 . 0.005 |====================================================================
3 . 0.005 |====================================================================
PyHPC Benchmarks 3.0
Device: CPU - Backend: PyTorch - Project Size: 65536 - Benchmark: Equation of State
Seconds < Lower Is Better
1 . 0.002 |====================================================================
2 . 0.002 |====================================================================
3 . 0.002 |====================================================================
PyHPC Benchmarks 3.0
Device: CPU - Backend: PyTorch - Project Size: 16384 - Benchmark: Isoneutral Mixing
Seconds < Lower Is Better
1 . 0.005 |====================================================================
2 . 0.005 |====================================================================
3 . 0.005 |====================================================================
PyHPC Benchmarks 3.0
Device: CPU - Backend: Aesara - Project Size: 262144 - Benchmark: Equation of State
Seconds < Lower Is Better
1 . 0.02 |=====================================================================
2 . 0.02 |=====================================================================
3 . 0.02 |=====================================================================
PyHPC Benchmarks 3.0
Device: CPU - Backend: Aesara - Project Size: 65536 - Benchmark: Isoneutral Mixing
Seconds < Lower Is Better
1 . 0.02 |=====================================================================
2 . 0.02 |=====================================================================
3 . 0.02 |=====================================================================
PyHPC Benchmarks 3.0
Device: CPU - Backend: Aesara - Project Size: 65536 - Benchmark: Equation of State
Seconds < Lower Is Better
1 . 0.005 |====================================================================
2 . 0.005 |====================================================================
3 . 0.005 |====================================================================
PyHPC Benchmarks 3.0
Device: CPU - Backend: Aesara - Project Size: 16384 - Benchmark: Isoneutral Mixing
Seconds < Lower Is Better
1 . 0.005 |====================================================================
2 . 0.005 |====================================================================
3 . 0.005 |====================================================================
PyHPC Benchmarks 3.0
Device: CPU - Backend: Aesara - Project Size: 16384 - Benchmark: Equation of State
Seconds < Lower Is Better
1 . 0.001 |====================================================================
2 . 0.001 |====================================================================
3 . 0.001 |====================================================================
PyHPC Benchmarks 3.0
Device: CPU - Backend: Numpy - Project Size: 65536 - Benchmark: Isoneutral Mixing
Seconds < Lower Is Better
1 . 0.032 |====================================================================
2 . 0.032 |====================================================================
3 . 0.032 |====================================================================
PyHPC Benchmarks 3.0
Device: CPU - Backend: Numpy - Project Size: 16384 - Benchmark: Isoneutral Mixing
Seconds < Lower Is Better
1 . 0.007 |====================================================================
2 . 0.007 |====================================================================
3 . 0.007 |====================================================================
PyHPC Benchmarks 3.0
Device: CPU - Backend: Numpy - Project Size: 16384 - Benchmark: Equation of State
Seconds < Lower Is Better
1 . 0.003 |====================================================================
2 . 0.003 |====================================================================
3 . 0.003 |====================================================================
PyHPC Benchmarks 3.0
Device: CPU - Backend: Numba - Project Size: 65536 - Benchmark: Isoneutral Mixing
Seconds < Lower Is Better
1 . 0.017 |====================================================================
2 . 0.017 |====================================================================
3 . 0.017 |====================================================================
PyHPC Benchmarks 3.0
Device: CPU - Backend: Numba - Project Size: 65536 - Benchmark: Equation of State
Seconds < Lower Is Better
1 . 0.004 |====================================================================
2 . 0.004 |====================================================================
3 . 0.004 |====================================================================
PyHPC Benchmarks 3.0
Device: CPU - Backend: Numba - Project Size: 16384 - Benchmark: Isoneutral Mixing
Seconds < Lower Is Better
1 . 0.004 |====================================================================
2 . 0.004 |====================================================================
3 . 0.004 |====================================================================
PyHPC Benchmarks 3.0
Device: CPU - Backend: Numba - Project Size: 16384 - Benchmark: Equation of State
Seconds < Lower Is Better
1 . 0.001 |====================================================================
2 . 0.001 |====================================================================
3 . 0.001 |====================================================================
PyHPC Benchmarks 3.0
Device: CPU - Backend: JAX - Project Size: 4194304 - Benchmark: Equation of State
Seconds < Lower Is Better
1 . 0.063 |====================================================================
2 . 0.063 |====================================================================
3 . 0.063 |====================================================================
PyHPC Benchmarks 3.0
Device: CPU - Backend: JAX - Project Size: 1048576 - Benchmark: Equation of State
Seconds < Lower Is Better
1 . 0.024 |====================================================================
2 . 0.024 |====================================================================
3 . 0.024 |====================================================================
PyHPC Benchmarks 3.0
Device: CPU - Backend: JAX - Project Size: 262144 - Benchmark: Equation of State
Seconds < Lower Is Better
1 . 0.001 |====================================================================
2 . 0.001 |====================================================================
3 . 0.001 |====================================================================
PyHPC Benchmarks 3.0
Device: CPU - Backend: JAX - Project Size: 65536 - Benchmark: Equation of State
Seconds < Lower Is Better
1 . 0.001 |====================================================================
2 . 0.001 |====================================================================
3 . 0.001 |====================================================================
PyHPC Benchmarks 3.0
Device: CPU - Backend: JAX - Project Size: 16384 - Benchmark: Isoneutral Mixing
Seconds < Lower Is Better
1 . 0.003 |====================================================================
2 . 0.003 |====================================================================
3 . 0.003 |====================================================================
ONNX Runtime 1.9.1
Model: fcn-resnet101-11 - Device: CPU
Inferences Per Minute > Higher Is Better
1 . 156 |======================================================================
2 . 156 |======================================================================
3 . 156 |======================================================================
PyHPC Benchmarks 3.0
Device: CPU - Backend: TensorFlow - Project Size: 4194304 - Benchmark: Isoneutral Mixing
Seconds < Lower Is Better
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: 262144 - Benchmark: Isoneutral Mixing
Seconds < Lower Is Better
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: 16384 - Benchmark: Isoneutral Mixing
Seconds < Lower Is Better
PyHPC Benchmarks 3.0
Device: CPU - Backend: PyTorch - Project Size: 16384 - Benchmark: Equation of State
Seconds < Lower Is Better
PyHPC Benchmarks 3.0
Device: CPU - Backend: JAX - Project Size: 16384 - Benchmark: Equation of State
Seconds < Lower Is Better