State of the art of arm compute - Q2 2025 - PyPerf
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|
mean |
|
mean |
std |
provider_name |
Amazon Web Services |
Google Cloud |
Microsoft Azure |
Oracle Cloud |
Amazon Web Services |
Google Cloud |
Microsoft Azure |
Oracle Cloud |
flavor_name |
m8g.2xlarge |
c4a-standard-8 Google Axion |
Standard_D8ps_v6 |
VM.Standard.A1.Flex.8-32 |
m8g.2xlarge |
c4a-standard-8 Google Axion |
Standard_D8ps_v6 |
VM.Standard.A1.Flex.8-32 |
name |
|
|
|
|
|
|
|
|
2to3 |
0.281 |
0.252 |
0.302 |
0.434 |
0.003 |
0.002 |
0.003 |
0.005 |
async_generators |
0.311 |
0.277 |
0.336 |
0.504 |
0.004 |
0.002 |
0.002 |
0.003 |
async_tree_cpu_io_mixed |
0.763 |
0.618 |
0.748 |
1.408 |
0.008 |
0.013 |
0.023 |
0.026 |
async_tree_eager |
0.566 |
0.470 |
0.556 |
1.098 |
0.005 |
0.010 |
0.020 |
0.021 |
async_tree_eager_cpu_io_mixed |
0.769 |
0.628 |
0.764 |
1.415 |
0.007 |
0.011 |
0.032 |
0.028 |
async_tree_eager_io |
1.234 |
1.067 |
1.305 |
2.557 |
0.014 |
0.020 |
0.061 |
0.058 |
async_tree_eager_memoization |
0.695 |
0.544 |
0.662 |
1.341 |
0.008 |
0.015 |
0.027 |
0.030 |
async_tree_io |
1.234 |
1.063 |
1.282 |
2.545 |
0.012 |
0.024 |
0.053 |
0.048 |
async_tree_memoization |
0.690 |
0.535 |
0.661 |
1.329 |
0.010 |
0.011 |
0.020 |
0.025 |
async_tree_none |
0.561 |
0.460 |
0.555 |
1.087 |
0.007 |
0.010 |
0.021 |
0.021 |
asyncio_tcp |
0.558 |
0.403 |
0.614 |
1.062 |
0.027 |
0.014 |
0.024 |
0.036 |
asyncio_tcp_ssl |
2.042 |
2.053 |
2.347 |
3.421 |
0.242 |
0.079 |
0.052 |
0.112 |
asyncio_websockets |
0.614 |
0.568 |
0.535 |
0.678 |
0.001 |
0.001 |
0.001 |
0.001 |
bench_mp_pool |
0.010 |
0.008 |
0.009 |
0.014 |
0.000 |
0.000 |
0.000 |
0.001 |
bench_thread_pool |
0.001 |
0.001 |
0.001 |
0.002 |
0.000 |
0.000 |
0.000 |
0.000 |
chameleon |
0.008 |
0.007 |
0.008 |
0.011 |
0.000 |
0.000 |
0.000 |
0.000 |
chaos |
0.087 |
0.081 |
0.090 |
0.121 |
0.000 |
0.000 |
0.000 |
0.000 |
coroutines |
0.025 |
0.024 |
0.029 |
0.039 |
0.000 |
0.000 |
0.000 |
0.000 |
coverage |
0.050 |
0.046 |
0.057 |
0.080 |
0.000 |
0.000 |
0.000 |
0.000 |
create_gc_cycles |
0.001 |
0.001 |
0.001 |
0.002 |
0.000 |
0.000 |
0.000 |
0.000 |
crypto_pyaes |
0.090 |
0.084 |
0.100 |
0.132 |
0.000 |
0.000 |
0.000 |
0.000 |
dask |
0.384 |
0.324 |
0.499 |
0.647 |
0.019 |
0.002 |
0.010 |
0.009 |
deltablue |
0.006 |
0.006 |
0.007 |
0.009 |
0.000 |
0.000 |
0.000 |
0.000 |
django_template |
0.038 |
0.035 |
0.040 |
0.054 |
0.000 |
0.000 |
0.000 |
0.000 |
docutils |
2.617 |
2.154 |
2.726 |
4.084 |
0.068 |
0.022 |
0.037 |
0.077 |
fannkuch |
0.377 |
0.351 |
0.424 |
0.541 |
0.001 |
0.000 |
0.000 |
0.001 |
float |
0.092 |
0.085 |
0.100 |
0.143 |
0.000 |
0.000 |
0.001 |
0.001 |
gc_traversal |
0.003 |
0.003 |
0.003 |
0.004 |
0.000 |
0.000 |
0.000 |
0.000 |
generators |
0.044 |
0.039 |
0.049 |
0.073 |
0.000 |
0.000 |
0.001 |
0.000 |
genshi_text |
0.025 |
0.023 |
0.026 |
0.036 |
0.000 |
0.000 |
0.000 |
0.000 |
genshi_xml |
0.048 |
0.045 |
0.052 |
0.073 |
0.000 |
0.000 |
0.000 |
0.000 |
go |
0.199 |
0.187 |
0.206 |
0.277 |
0.000 |
0.000 |
0.000 |
0.001 |
hexiom |
0.008 |
0.007 |
0.008 |
0.011 |
0.000 |
0.000 |
0.000 |
0.000 |
html5lib |
0.057 |
0.053 |
0.059 |
0.085 |
0.000 |
0.000 |
0.000 |
0.000 |
json_dumps |
0.011 |
0.010 |
0.011 |
0.017 |
0.000 |
0.000 |
0.000 |
0.000 |
mako |
0.013 |
0.012 |
0.013 |
0.019 |
0.000 |
0.000 |
0.000 |
0.000 |
mdp |
2.583 |
2.335 |
2.742 |
4.580 |
0.012 |
0.007 |
0.042 |
0.012 |
meteor_contest |
0.092 |
0.086 |
0.094 |
0.127 |
0.000 |
0.000 |
0.000 |
0.001 |
nbody |
0.126 |
0.107 |
0.123 |
0.164 |
0.000 |
0.000 |
0.000 |
0.000 |
nqueens |
0.087 |
0.082 |
0.089 |
0.120 |
0.000 |
0.000 |
0.000 |
0.000 |
pathlib |
0.017 |
0.015 |
0.017 |
0.027 |
0.000 |
0.000 |
0.000 |
0.000 |
pickle_pure_python |
0.000 |
0.000 |
0.000 |
0.001 |
0.000 |
0.000 |
0.000 |
0.000 |
pidigits |
0.210 |
0.196 |
0.177 |
0.240 |
0.000 |
0.000 |
0.000 |
0.000 |
pprint_pformat |
1.649 |
1.542 |
1.776 |
2.407 |
0.003 |
0.004 |
0.004 |
0.009 |
pprint_safe_repr |
0.802 |
0.746 |
0.866 |
1.175 |
0.003 |
0.002 |
0.001 |
0.003 |
pyflate |
0.614 |
0.541 |
0.629 |
0.867 |
0.002 |
0.002 |
0.014 |
0.003 |
python_startup |
0.008 |
0.007 |
0.009 |
0.012 |
0.000 |
0.000 |
0.000 |
0.000 |
python_startup_no_site |
0.005 |
0.005 |
0.006 |
0.008 |
0.000 |
0.000 |
0.000 |
0.000 |
raytrace |
0.412 |
0.385 |
0.435 |
0.589 |
0.001 |
0.001 |
0.000 |
0.001 |
regex_compile |
0.127 |
0.118 |
0.131 |
0.180 |
0.000 |
0.000 |
0.000 |
0.001 |
regex_dna |
0.144 |
0.136 |
0.145 |
0.217 |
0.000 |
0.001 |
0.000 |
0.000 |
regex_effbot |
0.003 |
0.002 |
0.003 |
0.004 |
0.000 |
0.000 |
0.000 |
0.000 |
regex_v8 |
0.020 |
0.019 |
0.021 |
0.031 |
0.000 |
0.000 |
0.000 |
0.000 |
richards |
0.067 |
0.063 |
0.070 |
0.095 |
0.000 |
0.000 |
0.000 |
0.000 |
richards_super |
0.081 |
0.076 |
0.085 |
0.114 |
0.000 |
0.000 |
0.000 |
0.000 |
scimark_fft |
0.303 |
0.277 |
0.341 |
0.455 |
0.000 |
0.000 |
0.000 |
0.001 |
scimark_lu |
0.146 |
0.136 |
0.159 |
0.216 |
0.001 |
0.001 |
0.000 |
0.001 |
scimark_monte_carlo |
0.087 |
0.081 |
0.094 |
0.125 |
0.000 |
0.000 |
0.000 |
0.000 |
scimark_sor |
0.169 |
0.158 |
0.187 |
0.250 |
0.000 |
0.000 |
0.000 |
0.001 |
scimark_sparse_mat_mult |
0.004 |
0.004 |
0.005 |
0.007 |
0.000 |
0.000 |
0.000 |
0.000 |
spectral_norm |
0.125 |
0.113 |
0.140 |
0.185 |
0.000 |
0.000 |
0.000 |
0.000 |
sqlalchemy_declarative |
0.117 |
0.110 |
0.170 |
0.218 |
0.002 |
0.001 |
0.003 |
0.002 |
sqlalchemy_imperative |
0.011 |
0.010 |
0.017 |
0.022 |
0.000 |
0.000 |
0.000 |
0.000 |
sympy_expand |
0.386 |
0.356 |
0.411 |
0.564 |
0.001 |
0.000 |
0.002 |
0.002 |
sympy_integrate |
0.019 |
0.017 |
0.022 |
0.028 |
0.000 |
0.000 |
0.000 |
0.000 |
sympy_str |
0.229 |
0.211 |
0.254 |
0.345 |
0.001 |
0.000 |
0.002 |
0.001 |
sympy_sum |
0.121 |
0.111 |
0.155 |
0.203 |
0.000 |
0.000 |
0.002 |
0.001 |
telco |
0.006 |
0.005 |
0.006 |
0.009 |
0.000 |
0.000 |
0.000 |
0.000 |
tomli_loads |
2.354 |
2.112 |
2.406 |
3.405 |
0.004 |
0.003 |
0.007 |
0.011 |
tornado_http |
0.107 |
0.093 |
0.157 |
0.195 |
0.004 |
0.000 |
0.002 |
0.003 |
typing_runtime_protocols |
0.000 |
0.000 |
0.000 |
0.001 |
0.000 |
0.000 |
0.000 |
0.000 |
xml_etree_generate |
0.081 |
0.075 |
0.086 |
0.122 |
0.000 |
0.000 |
0.000 |
0.001 |
xml_etree_iterparse |
0.105 |
0.095 |
0.111 |
0.171 |
0.002 |
0.000 |
0.001 |
0.005 |
xml_etree_parse |
0.146 |
0.132 |
0.153 |
0.230 |
0.002 |
0.000 |
0.001 |
0.003 |
xml_etree_process |
0.067 |
0.061 |
0.070 |
0.101 |
0.000 |
0.000 |
0.000 |
0.001 |