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,
"ONNX Runtime 1.9.1 - Model: yolov4 - Device: CPU",
Higher Results Are Better
"1",
"2",
"3",
"ONNX Runtime 1.9.1 - Model: fcn-resnet101-11 - Device: CPU",
Higher Results Are Better
"1",
"2",155.5
"3",155.5
"ONNX Runtime 1.9.1 - Model: shufflenet-v2-10 - Device: CPU",
Higher Results Are Better
"1",
"2",11483.5
"3",11578.5
"ONNX Runtime 1.9.1 - Model: super-resolution-10 - Device: CPU",
Higher Results Are Better
"1",7674.5
"2",7520.5
"3",7497.5
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: JAX - Project Size: 16384 - Benchmark: Equation of State",
Lower Results Are Better
"1",
"2",
"3",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: JAX - Project Size: 16384 - Benchmark: Isoneutral Mixing",
Lower Results Are Better
"1",
"2",
"3",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: JAX - Project Size: 65536 - Benchmark: Equation of State",
Lower Results Are Better
"1",
"2",
"3",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: JAX - Project Size: 65536 - Benchmark: Isoneutral Mixing",
Lower Results Are Better
"1",
"2",
"3",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: JAX - Project Size: 262144 - Benchmark: Equation of State",
Lower Results Are Better
"1",
"2",
"3",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: JAX - Project Size: 262144 - Benchmark: Isoneutral Mixing",
Lower Results Are Better
"1",
"2",
"3",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: JAX - Project Size: 1048576 - Benchmark: Equation of State",
Lower Results Are Better
"1",
"2",
"3",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: JAX - Project Size: 1048576 - Benchmark: Isoneutral Mixing",
Lower Results Are Better
"1",
"2",
"3",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: JAX - Project Size: 4194304 - Benchmark: Equation of State",
Lower Results Are Better
"1",
"2",
"3",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: JAX - Project Size: 4194304 - Benchmark: Isoneutral Mixing",
Lower Results Are Better
"1",
"2",
"3",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: Numba - Project Size: 16384 - Benchmark: Equation of State",
Lower Results Are Better
"1",
"2",
"3",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: Numba - Project Size: 16384 - Benchmark: Isoneutral Mixing",
Lower Results Are Better
"1",
"2",
"3",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: Numba - Project Size: 65536 - Benchmark: Equation of State",
Lower Results Are Better
"1",
"2",
"3",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: Numba - Project Size: 65536 - Benchmark: Isoneutral Mixing",
Lower Results Are Better
"1",
"2",
"3",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: Numpy - Project Size: 16384 - Benchmark: Equation of State",
Lower Results Are Better
"1",
"2",
"3",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: Numpy - Project Size: 16384 - Benchmark: Isoneutral Mixing",
Lower Results Are Better
"1",
"2",
"3",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: Numpy - Project Size: 65536 - Benchmark: Equation of State",
Lower Results Are Better
"1",
"2",
"3",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: Numpy - Project Size: 65536 - Benchmark: Isoneutral Mixing",
Lower Results Are Better
"1",
"2",
"3",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: Aesara - Project Size: 16384 - Benchmark: Equation of State",
Lower Results Are Better
"1",
"2",
"3",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: Aesara - Project Size: 16384 - Benchmark: Isoneutral Mixing",
Lower Results Are Better
"1",
"2",
"3",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: Aesara - Project Size: 65536 - Benchmark: Equation of State",
Lower Results Are Better
"1",
"2",
"3",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: Aesara - Project Size: 65536 - Benchmark: Isoneutral Mixing",
Lower Results Are Better
"1",
"2",
"3",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: Numba - Project Size: 262144 - Benchmark: Equation of State",
Lower Results Are Better
"1",
"2",
"3",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: Numba - Project Size: 262144 - Benchmark: Isoneutral Mixing",
Lower Results Are Better
"1",
"2",
"3",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: Numpy - Project Size: 262144 - Benchmark: Equation of State",
Lower Results Are Better
"1",
"2",
"3",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: Numpy - Project Size: 262144 - Benchmark: Isoneutral Mixing",
Lower Results Are Better
"1",
"2",
"3",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: Aesara - Project Size: 262144 - Benchmark: Equation of State",
Lower Results Are Better
"1",
"2",
"3",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: Aesara - Project Size: 262144 - Benchmark: Isoneutral Mixing",
Lower Results Are Better
"1",
"2",
"3",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: Numba - Project Size: 1048576 - Benchmark: Equation of State",
Lower Results Are Better
"1",
"2",
"3",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: Numba - Project Size: 1048576 - Benchmark: Isoneutral Mixing",
Lower Results Are Better
"1",
"2",
"3",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: Numba - Project Size: 4194304 - Benchmark: Equation of State",
Lower Results Are Better
"1",
"2",
"3",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: Numba - Project Size: 4194304 - Benchmark: Isoneutral Mixing",
Lower Results Are Better
"1",
"2",
"3",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: Numpy - Project Size: 1048576 - Benchmark: Equation of State",
Lower Results Are Better
"1",
"2",
"3",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: Numpy - Project Size: 1048576 - Benchmark: Isoneutral Mixing",
Lower Results Are Better
"1",
"2",
"3",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Equation of State",
Lower Results Are Better
"1",
"2",
"3",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Isoneutral Mixing",
Lower Results Are Better
"1",
"2",
"3",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: PyTorch - Project Size: 16384 - Benchmark: Equation of State",
Lower Results Are Better
"1",
"2",
"3",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: PyTorch - Project Size: 16384 - Benchmark: Isoneutral Mixing",
Lower Results Are Better
"1",
"2",
"3",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: PyTorch - Project Size: 65536 - Benchmark: Equation of State",
Lower Results Are Better
"1",
"2",
"3",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: PyTorch - Project Size: 65536 - Benchmark: Isoneutral Mixing",
Lower Results Are Better
"1",
"2",
"3",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: Aesara - Project Size: 1048576 - Benchmark: Equation of State",
Lower Results Are Better
"1",
"2",
"3",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: Aesara - Project Size: 1048576 - Benchmark: Isoneutral Mixing",
Lower Results Are Better
"1",
"2",
"3",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: Aesara - Project Size: 4194304 - Benchmark: Equation of State",
Lower Results Are Better
"1",
"2",
"3",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: Aesara - Project Size: 4194304 - Benchmark: Isoneutral Mixing",
Lower Results Are Better
"1",
"2",
"3",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: PyTorch - Project Size: 262144 - Benchmark: Equation of State",
Lower Results Are Better
"1",
"2",
"3",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: PyTorch - Project Size: 262144 - Benchmark: Isoneutral Mixing",
Lower Results Are Better
"1",
"2",
"3",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: PyTorch - Project Size: 1048576 - Benchmark: Equation of State",
Lower Results Are Better
"1",
"2",
"3",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: PyTorch - Project Size: 1048576 - Benchmark: Isoneutral Mixing",
Lower Results Are Better
"1",
"2",
"3",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: PyTorch - Project Size: 4194304 - Benchmark: Equation of State",
Lower Results Are Better
"1",
"2",
"3",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: PyTorch - Project Size: 4194304 - Benchmark: Isoneutral Mixing",
Lower Results Are Better
"1",
"2",
"3",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: TensorFlow - Project Size: 16384 - Benchmark: Equation of State",
Lower Results Are Better
"1",
"2",
"3",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: TensorFlow - Project Size: 16384 - Benchmark: Isoneutral Mixing",
Lower Results Are Better
"1",
"2",
"3",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: TensorFlow - Project Size: 65536 - Benchmark: Equation of State",
Lower Results Are Better
"1",
"2",
"3",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: TensorFlow - Project Size: 65536 - Benchmark: Isoneutral Mixing",
Lower Results Are Better
"1",
"2",
"3",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: TensorFlow - Project Size: 262144 - Benchmark: Equation of State",
Lower Results Are Better
"1",
"2",
"3",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: TensorFlow - Project Size: 262144 - Benchmark: Isoneutral Mixing",
Lower Results Are Better
"1",
"2",
"3",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: TensorFlow - Project Size: 1048576 - Benchmark: Equation of State",
Lower Results Are Better
"1",
"2",
"3",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: TensorFlow - Project Size: 1048576 - Benchmark: Isoneutral Mixing",
Lower Results Are Better
"1",
"2",
"3",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: TensorFlow - Project Size: 4194304 - Benchmark: Equation of State",
Lower Results Are Better
"1",
"2",
"3",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: TensorFlow - Project Size: 4194304 - Benchmark: Isoneutral Mixing",
Lower Results Are Better
"1",
"2",
"3",