fork: python
ref: 342e654b8eda24c68da6
machine: linux-aarch64
commit hash: 342e654
commit date: 2024-09-20
overall geometric mean: 1.03x faster
HPT reliability: 98.95%
HPT 99th percentile: 1.00x faster
Memory change: 0.91x
Benchmarks with tag 'apps':
Benchmark
bm-20231002-arminc-aarch64-python-0fb18b02c8ad56299d6a-3.12.0-0fb18b0
bm-20240920-arminc-aarch64-python-342e654b8eda24c68da6-3.14.0a0-342e654
2to3
308 ms
296 ms: 1.04x faster
docutils
2.98 sec
3.02 sec: 1.01x slower
tornado_http
136 ms
125 ms: 1.09x faster
Geometric mean
(ref)
1.03x faster
Benchmark hidden because not significant (1): html5lib
Benchmarks with tag 'asyncio':
Benchmark
bm-20231002-arminc-aarch64-python-0fb18b02c8ad56299d6a-3.12.0-0fb18b0
bm-20240920-arminc-aarch64-python-342e654b8eda24c68da6-3.14.0a0-342e654
async_tree_none
624 ms
424 ms: 1.47x faster
async_tree_memoization
777 ms
563 ms: 1.38x faster
async_tree_none_tg
577 ms
421 ms: 1.37x faster
async_tree_memoization_tg
740 ms
555 ms: 1.33x faster
async_tree_cpu_io_mixed
912 ms
728 ms: 1.25x faster
async_tree_io
1.41 sec
1.13 sec: 1.25x faster
async_tree_cpu_io_mixed_tg
884 ms
725 ms: 1.22x faster
async_tree_io_tg
1.40 sec
1.18 sec: 1.19x faster
Geometric mean
(ref)
1.31x faster
Benchmarks with tag 'math':
Benchmark
bm-20231002-arminc-aarch64-python-0fb18b02c8ad56299d6a-3.12.0-0fb18b0
bm-20240920-arminc-aarch64-python-342e654b8eda24c68da6-3.14.0a0-342e654
pidigits
233 ms
234 ms: 1.01x slower
float
92.1 ms
93.1 ms: 1.01x slower
nbody
105 ms
112 ms: 1.07x slower
Geometric mean
(ref)
1.03x slower
Benchmarks with tag 'regex':
Benchmark
bm-20231002-arminc-aarch64-python-0fb18b02c8ad56299d6a-3.12.0-0fb18b0
bm-20240920-arminc-aarch64-python-342e654b8eda24c68da6-3.14.0a0-342e654
regex_compile
137 ms
126 ms: 1.09x faster
regex_dna
254 ms
248 ms: 1.02x faster
regex_effbot
4.64 ms
4.93 ms: 1.06x slower
regex_v8
28.3 ms
30.6 ms: 1.08x slower
Geometric mean
(ref)
1.01x slower
Benchmarks with tag 'serialize':
Benchmark
bm-20231002-arminc-aarch64-python-0fb18b02c8ad56299d6a-3.12.0-0fb18b0
bm-20240920-arminc-aarch64-python-342e654b8eda24c68da6-3.14.0a0-342e654
xml_etree_parse
195 ms
188 ms: 1.04x faster
unpickle_pure_python
260 us
256 us: 1.01x faster
tomli_loads
2.59 sec
2.64 sec: 1.02x slower
pickle
13.4 us
13.7 us: 1.02x slower
pickle_dict
37.3 us
38.2 us: 1.02x slower
json_loads
30.7 us
31.6 us: 1.03x slower
unpickle
18.5 us
19.5 us: 1.05x slower
unpickle_list
6.17 us
6.55 us: 1.06x slower
json_dumps
12.3 ms
13.2 ms: 1.08x slower
Geometric mean
(ref)
1.02x slower
Benchmark hidden because not significant (5): xml_etree_iterparse, xml_etree_generate, pickle_list, pickle_pure_python, xml_etree_process
Benchmarks with tag 'startup':
Benchmark
bm-20231002-arminc-aarch64-python-0fb18b02c8ad56299d6a-3.12.0-0fb18b0
bm-20240920-arminc-aarch64-python-342e654b8eda24c68da6-3.14.0a0-342e654
python_startup_no_site
8.37 ms
8.63 ms: 1.03x slower
python_startup
11.4 ms
13.0 ms: 1.14x slower
Geometric mean
(ref)
1.09x slower
Benchmarks with tag 'template':
Benchmark
bm-20231002-arminc-aarch64-python-0fb18b02c8ad56299d6a-3.12.0-0fb18b0
bm-20240920-arminc-aarch64-python-342e654b8eda24c68da6-3.14.0a0-342e654
genshi_xml
60.6 ms
59.4 ms: 1.02x faster
genshi_text
27.4 ms
27.1 ms: 1.01x faster
mako
12.9 ms
13.4 ms: 1.04x slower
django_template
40.7 ms
42.5 ms: 1.04x slower
Geometric mean
(ref)
1.01x slower
Benchmark
bm-20231002-arminc-aarch64-python-0fb18b02c8ad56299d6a-3.12.0-0fb18b0
bm-20240920-arminc-aarch64-python-342e654b8eda24c68da6-3.14.0a0-342e654
async_tree_none
624 ms
424 ms: 1.47x faster
async_tree_memoization
777 ms
563 ms: 1.38x faster
async_tree_none_tg
577 ms
421 ms: 1.37x faster
deepcopy
446 us
329 us: 1.35x faster
async_tree_memoization_tg
740 ms
555 ms: 1.33x faster
deepcopy_memo
49.6 us
37.8 us: 1.31x faster
async_tree_cpu_io_mixed
912 ms
728 ms: 1.25x faster
generators
43.5 ms
34.7 ms: 1.25x faster
async_tree_io
1.41 sec
1.13 sec: 1.25x faster
comprehensions
25.4 us
20.6 us: 1.23x faster
async_tree_cpu_io_mixed_tg
884 ms
725 ms: 1.22x faster
async_tree_io_tg
1.40 sec
1.18 sec: 1.19x faster
deepcopy_reduce
4.10 us
3.48 us: 1.18x faster
pathlib
24.5 ms
20.9 ms: 1.18x faster
raytrace
353 ms
305 ms: 1.16x faster
go
157 ms
138 ms: 1.14x faster
logging_simple
7.63 us
6.98 us: 1.09x faster
sympy_sum
154 ms
141 ms: 1.09x faster
logging_format
8.34 us
7.63 us: 1.09x faster
regex_compile
137 ms
126 ms: 1.09x faster
tornado_http
136 ms
125 ms: 1.09x faster
scimark_lu
146 ms
136 ms: 1.07x faster
sympy_str
280 ms
263 ms: 1.06x faster
bench_thread_pool
1.31 ms
1.24 ms: 1.06x faster
crypto_pyaes
86.6 ms
81.9 ms: 1.06x faster
dulwich_log
62.0 ms
59.1 ms: 1.05x faster
deltablue
4.12 ms
3.94 ms: 1.05x faster
sympy_integrate
21.6 ms
20.7 ms: 1.05x faster
2to3
308 ms
296 ms: 1.04x faster
xml_etree_parse
195 ms
188 ms: 1.04x faster
sqlglot_transpile
1.83 ms
1.77 ms: 1.03x faster
pycparser
1.26 sec
1.22 sec: 1.03x faster
chaos
71.4 ms
69.6 ms: 1.03x faster
regex_dna
254 ms
248 ms: 1.02x faster
mdp
3.41 sec
3.34 sec: 1.02x faster
async_generators
491 ms
481 ms: 1.02x faster
genshi_xml
60.6 ms
59.4 ms: 1.02x faster
coroutines
29.0 ms
28.5 ms: 1.02x faster
unpickle_pure_python
260 us
256 us: 1.01x faster
scimark_monte_carlo
85.1 ms
83.9 ms: 1.01x faster
genshi_text
27.4 ms
27.1 ms: 1.01x faster
sqlglot_optimize
61.3 ms
61.7 ms: 1.01x slower
pprint_pformat
1.88 sec
1.89 sec: 1.01x slower
pidigits
233 ms
234 ms: 1.01x slower
pyflate
559 ms
564 ms: 1.01x slower
float
92.1 ms
93.1 ms: 1.01x slower
docutils
2.98 sec
3.02 sec: 1.01x slower
sympy_expand
454 ms
459 ms: 1.01x slower
bench_mp_pool
7.05 ms
7.14 ms: 1.01x slower
tomli_loads
2.59 sec
2.64 sec: 1.02x slower
pickle
13.4 us
13.7 us: 1.02x slower
pickle_dict
37.3 us
38.2 us: 1.02x slower
richards_super
58.5 ms
59.9 ms: 1.02x slower
hexiom
6.98 ms
7.19 ms: 1.03x slower
json_loads
30.7 us
31.6 us: 1.03x slower
python_startup_no_site
8.37 ms
8.63 ms: 1.03x slower
scimark_sparse_mat_mult
6.19 ms
6.41 ms: 1.04x slower
fannkuch
443 ms
460 ms: 1.04x slower
mako
12.9 ms
13.4 ms: 1.04x slower
richards
50.9 ms
53.0 ms: 1.04x slower
logging_silent
127 ns
132 ns: 1.04x slower
django_template
40.7 ms
42.5 ms: 1.04x slower
scimark_sor
150 ms
157 ms: 1.05x slower
scimark_fft
418 ms
441 ms: 1.05x slower
unpickle
18.5 us
19.5 us: 1.05x slower
sqlite_synth
3.77 us
4.00 us: 1.06x slower
unpickle_list
6.17 us
6.55 us: 1.06x slower
regex_effbot
4.64 ms
4.93 ms: 1.06x slower
nbody
105 ms
112 ms: 1.07x slower
spectral_norm
131 ms
140 ms: 1.07x slower
json_dumps
12.3 ms
13.2 ms: 1.08x slower
typing_runtime_protocols
181 us
195 us: 1.08x slower
regex_v8
28.3 ms
30.6 ms: 1.08x slower
coverage
87.3 ms
99.1 ms: 1.14x slower
python_startup
11.4 ms
13.0 ms: 1.14x slower
gc_traversal
4.40 ms
5.12 ms: 1.16x slower
create_gc_cycles
1.92 ms
2.28 ms: 1.19x slower
telco
8.51 ms
10.5 ms: 1.23x slower
Geometric mean
(ref)
1.03x faster
Benchmark hidden because not significant (17): asyncio_tcp, sqlglot_parse, html5lib, nqueens, xml_etree_iterparse, thrift, json, xml_etree_generate, pickle_list, meteor_contest, asyncio_websockets, asyncio_tcp_ssl, pickle_pure_python, pprint_safe_repr, sqlglot_normalize, pylint, xml_etree_process
Ignored benchmarks (7) of results/bm-20231002-3.12.0-0fb18b0/bm-20231002-arminc-aarch64-python-0fb18b02c8ad56299d6a-3.12.0-0fb18b0.json: aiohttp, chameleon, dask, gunicorn, mypy2, sqlalchemy_declarative, sqlalchemy_imperative
Ignored benchmarks (2) of results/bm-20240920-3.14.0a0-342e654/bm-20240920-arminc-aarch64-python-342e654b8eda24c68da6-3.14.0a0-342e654.json: bpe_tokeniser, unpack_sequence
Reliability score: 98.95% likely to be faster
90% likely to have a speedup of 1.00x
95% likely to have a speedup of 1.00x
99% likely to have a speedup of 1.00x