AMD Ryzen 5 5500U testing with a LENOVO LNVNB161216 (GLCN22WW BIOS) and AMD Lucienne 2GB on Ubuntu 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 2110297-PTS-PYHPC30573
pyhpc 3.0 5500U,
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Isoneutral Mixing",
Lower Results Are Better
"A",
"B",3.429,3.449,3.443
"C",3.46,3.449,3.45
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: PyTorch - Project Size: 4194304 - Benchmark: Isoneutral Mixing",
Lower Results Are Better
"A",
"B",2.223,2.225,2.191
"C",2.141,2.23,2.231
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: Aesara - Project Size: 4194304 - Benchmark: Isoneutral Mixing",
Lower Results Are Better
"A",
"B",1.899,1.898,1.894
"C",1.896,1.899,1.898
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: PyTorch - Project Size: 4194304 - Benchmark: Equation of State",
Lower Results Are Better
"A",
"B",0.093,0.096,0.097
"C",0.093,0.101,0.1,0.093,0.095,0.093,0.106,0.093,0.093,0.1,0.093,0.093,0.095,0.093,0.093
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: JAX - Project Size: 4194304 - Benchmark: Isoneutral Mixing",
Lower Results Are Better
"A",
"B",0.985,0.983,0.993
"C",0.99,0.988,0.99
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: JAX - Project Size: 262144 - Benchmark: Isoneutral Mixing",
Lower Results Are Better
"A",
"B",0.13,0.135,0.135
"C",0.136,0.133,0.14,0.13,0.138,0.128,0.136,0.133,0.143,0.129,0.137,0.14,0.137,0.139,0.133
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: Numba - Project Size: 4194304 - Benchmark: Isoneutral Mixing",
Lower Results Are Better
"A",
"B",1.267,1.265,1.267
"C",1.264,1.264,1.265
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: PyTorch - Project Size: 262144 - Benchmark: Equation of State",
Lower Results Are Better
"A",
"B",0.005,0.005,0.006,0.005,0.005,0.005,0.005,0.005,0.005,0.005,0.005,0.005,0.006,0.005,0.005
"C",0.005,0.005,0.006,0.005,0.005,0.006,0.005,0.006,0.006,0.005,0.005,0.005,0.005,0.006,0.005
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: Numpy - Project Size: 4194304 - Benchmark: Equation of State",
Lower Results Are Better
"A",
"B",2.133,2.135,2.138
"C",2.134,2.133,2.135
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: JAX - Project Size: 65536 - Benchmark: Isoneutral Mixing",
Lower Results Are Better
"A",
"B",0.026,0.03,0.032,0.029,0.029,0.028,0.03,0.027,0.03,0.027,0.032,0.029,0.03,0.028,0.03
"C",0.028,0.026,0.029,0.028,0.027,0.029,0.026,0.026,0.027,0.032,0.027,0.031,0.03,0.029,0.028
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: TensorFlow - Project Size: 262144 - Benchmark: Equation of State",
Lower Results Are Better
"A",
"B",0.009,0.008,0.008,0.009,0.008,0.009,0.008,0.009,0.008,0.008,0.008,0.009,0.008,0.009,0.008
"C",0.008,0.008,0.008
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: Numpy - Project Size: 1048576 - Benchmark: Isoneutral Mixing",
Lower Results Are Better
"A",
"B",0.869,0.867,0.867
"C",0.873,0.869,0.871
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: PyTorch - Project Size: 65536 - Benchmark: Equation of State",
Lower Results Are Better
"A",
"B",0.002,0.002,0.002
"C",0.002,0.002,0.002
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: Aesara - Project Size: 262144 - Benchmark: Equation of State",
Lower Results Are Better
"A",
"B",0.021,0.021,0.021
"C",0.02,0.021,0.021,0.021
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: Numpy - Project Size: 262144 - Benchmark: Isoneutral Mixing",
Lower Results Are Better
"A",
"B",0.191,0.19,0.19
"C",0.19,0.19,0.19
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: TensorFlow - Project Size: 4194304 - Benchmark: Equation of State",
Lower Results Are Better
"A",
"B",0.142,0.14,0.141
"C",0.143,0.142,0.14
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: Aesara - Project Size: 1048576 - Benchmark: Isoneutral Mixing",
Lower Results Are Better
"A",
"B",0.451,0.451,0.452
"C",0.45,0.451,0.451
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: PyTorch - Project Size: 1048576 - Benchmark: Isoneutral Mixing",
Lower Results Are Better
"A",
"B",0.528,0.531,0.531
"C",0.531,0.529,0.526
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: Aesara - Project Size: 262144 - Benchmark: Isoneutral Mixing",
Lower Results Are Better
"A",
"B",0.106,0.106,0.106
"C",0.106,0.106,0.106
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: PyTorch - Project Size: 262144 - Benchmark: Isoneutral Mixing",
Lower Results Are Better
"A",
"B",0.115,0.115,0.116
"C",0.117,0.116,0.116
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: JAX - Project Size: 1048576 - Benchmark: Isoneutral Mixing",
Lower Results Are Better
"A",
"B",0.275,0.276,0.273
"C",0.276,0.278,0.266
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: Aesara - Project Size: 16384 - Benchmark: Isoneutral Mixing",
Lower Results Are Better
"A",
"B",0.006,0.006,0.006
"C",0.006,0.006,0.006
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: Numba - Project Size: 262144 - Benchmark: Equation of State",
Lower Results Are Better
"A",
"B",0.016,0.016,0.016
"C",0.016,0.016,0.016
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: TensorFlow - Project Size: 65536 - Benchmark: Equation of State",
Lower Results Are Better
"A",
"B",0.004,0.004,0.004
"C",0.003,0.004,0.003,0.003,0.003,0.004,0.004,0.004,0.003,0.004,0.004,0.004,0.004,0.004,0.003
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: JAX - Project Size: 4194304 - Benchmark: Equation of State",
Lower Results Are Better
"A",
"B",0.054,0.053,0.053
"C",0.053,0.053,0.053
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: Aesara - Project Size: 16384 - Benchmark: Equation of State",
Lower Results Are Better
"A",
"B",0.001,0.001,0.001
"C",0.001,0.001,0.001
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: Numpy - Project Size: 65536 - Benchmark: Equation of State",
Lower Results Are Better
"A",
"B",0.021,0.021,0.021
"C",0.021,0.021,0.021
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: TensorFlow - Project Size: 16384 - Benchmark: Equation of State",
Lower Results Are Better
"A",
"B",0.001,0.001,0.001
"C",0.001,0.001,0.001
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: Numba - Project Size: 1048576 - Benchmark: Isoneutral Mixing",
Lower Results Are Better
"A",
"B",0.3,0.3,0.3
"C",0.3,0.3,0.3
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: Numba - Project Size: 262144 - Benchmark: Isoneutral Mixing",
Lower Results Are Better
"A",
"B",0.066,0.066,0.066
"C",0.066,0.066,0.066
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: Numpy - Project Size: 1048576 - Benchmark: Equation of State",
Lower Results Are Better
"A",
"B",0.477,0.479,0.48
"C",0.482,0.482,0.482
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: PyTorch - Project Size: 1048576 - Benchmark: Equation of State",
Lower Results Are Better
"A",
"B",0.026,0.025,0.026
"C",0.025,0.025,0.025
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: Aesara - Project Size: 4194304 - Benchmark: Equation of State",
Lower Results Are Better
"A",
"B",0.336,0.336,0.336
"C",0.336,0.336,0.336
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: Numba - Project Size: 16384 - Benchmark: Equation of State",
Lower Results Are Better
"A",
"B",0.001,0.001,0.001
"C",0.001,0.001,0.001
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: PyTorch - Project Size: 16384 - Benchmark: Equation of State",
Lower Results Are Better
"A",
"B",
"C",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: JAX - Project Size: 16384 - Benchmark: Isoneutral Mixing",
Lower Results Are Better
"A",
"B",0.003,0.003,0.003
"C",0.003,0.003,0.003
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: Aesara - Project Size: 1048576 - Benchmark: Equation of State",
Lower Results Are Better
"A",
"B",0.085,0.085,0.085
"C",0.085,0.085,0.085
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: JAX - Project Size: 16384 - Benchmark: Equation of State",
Lower Results Are Better
"A",
"B",
"C",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: Numpy - Project Size: 16384 - Benchmark: Isoneutral Mixing",
Lower Results Are Better
"A",
"B",0.009,0.009,0.009
"C",0.009,0.009,0.009
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: Numpy - Project Size: 262144 - Benchmark: Equation of State",
Lower Results Are Better
"A",
"B",0.103,0.104,0.103
"C",0.104,0.103,0.104
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: PyTorch - Project Size: 16384 - Benchmark: Isoneutral Mixing",
Lower Results Are Better
"A",
"B",0.006,0.006,0.006
"C",0.006,0.006,0.006
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: JAX - Project Size: 262144 - Benchmark: Equation of State",
Lower Results Are Better
"A",
"B",0.005,0.005,0.005
"C",0.005,0.005,0.005
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: Numba - Project Size: 4194304 - Benchmark: Equation of State",
Lower Results Are Better
"A",
"B",0.267,0.266,0.264
"C",0.265,0.265,0.265
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: Numba - Project Size: 1048576 - Benchmark: Equation of State",
Lower Results Are Better
"A",
"B",0.067,0.066,0.066
"C",0.066,0.066,0.067
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: Aesara - Project Size: 65536 - Benchmark: Isoneutral Mixing",
Lower Results Are Better
"A",
"B",0.024,0.024,0.024
"C",0.024,0.024,0.024
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: Numba - Project Size: 16384 - Benchmark: Isoneutral Mixing",
Lower Results Are Better
"A",
"B",0.004,0.004,0.004
"C",0.004,0.004,0.004
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: JAX - Project Size: 65536 - Benchmark: Equation of State",
Lower Results Are Better
"A",
"B",0.002,0.002,0.002
"C",0.002,0.002,0.002
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: Aesara - Project Size: 65536 - Benchmark: Equation of State",
Lower Results Are Better
"A",
"B",0.006,0.006,0.006
"C",0.006,0.006,0.006
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: TensorFlow - Project Size: 1048576 - Benchmark: Equation of State",
Lower Results Are Better
"A",
"B",0.033,0.033,0.033
"C",0.033,0.033,0.033
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: Numpy - Project Size: 65536 - Benchmark: Isoneutral Mixing",
Lower Results Are Better
"A",
"B",0.044,0.044,0.044
"C",0.044,0.044,0.044
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: PyTorch - Project Size: 65536 - Benchmark: Isoneutral Mixing",
Lower Results Are Better
"A",
"B",0.026,0.026,0.026
"C",0.026,0.026,0.026
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: Numba - Project Size: 65536 - Benchmark: Equation of State",
Lower Results Are Better
"A",
"B",0.004,0.004,0.004
"C",0.004,0.004,0.004
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: JAX - Project Size: 1048576 - Benchmark: Equation of State",
Lower Results Are Better
"A",
"B",0.021,0.021,0.021
"C",0.021,0.021,0.021
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: Numba - Project Size: 65536 - Benchmark: Isoneutral Mixing",
Lower Results Are Better
"A",
"B",0.018,0.018,0.018
"C",0.018,0.018,0.018
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: Numpy - Project Size: 16384 - Benchmark: Equation of State",
Lower Results Are Better
"A",
"B",0.004,0.004,0.004
"C",0.004,0.004,0.004
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: TensorFlow - Project Size: 16384 - Benchmark: Isoneutral Mixing",
Lower Results Are Better
"A",
"B",
"C",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: TensorFlow - Project Size: 4194304 - Benchmark: Isoneutral Mixing",
Lower Results Are Better
"A",
"B",
"C",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: TensorFlow - Project Size: 1048576 - Benchmark: Isoneutral Mixing",
Lower Results Are Better
"A",
"B",
"C",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: TensorFlow - Project Size: 262144 - Benchmark: Isoneutral Mixing",
Lower Results Are Better
"A",
"B",
"C",
"PyHPC Benchmarks 3.0 - Device: CPU - Backend: TensorFlow - Project Size: 65536 - Benchmark: Isoneutral Mixing",
Lower Results Are Better
"A",
"B",
"C",