fork: python
ref: 6e06e01881dcffbeef5b
machine: linux-aarch64
commit hash: 6e06e01
commit date: 2024-09-12
overall geometric mean: 1.03x faster
HPT reliability: 89.52%
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-20240912-arminc-aarch64-python-6e06e01881dcffbeef5b-3.14.0a0-6e06e01
2to3
308 ms
297 ms: 1.04x faster
docutils
2.98 sec
3.05 sec: 1.02x slower
tornado_http
136 ms
129 ms: 1.05x faster
Geometric mean
(ref)
1.01x faster
Benchmark hidden because not significant (1): html5lib
Benchmarks with tag 'asyncio':
Benchmark
bm-20231002-arminc-aarch64-python-0fb18b02c8ad56299d6a-3.12.0-0fb18b0
bm-20240912-arminc-aarch64-python-6e06e01881dcffbeef5b-3.14.0a0-6e06e01
async_tree_none
624 ms
421 ms: 1.48x faster
async_tree_none_tg
577 ms
416 ms: 1.39x faster
async_tree_memoization
777 ms
562 ms: 1.38x faster
async_tree_memoization_tg
740 ms
553 ms: 1.34x faster
async_tree_cpu_io_mixed
912 ms
720 ms: 1.27x faster
async_tree_io
1.41 sec
1.14 sec: 1.24x faster
async_tree_cpu_io_mixed_tg
884 ms
718 ms: 1.23x 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-20240912-arminc-aarch64-python-6e06e01881dcffbeef5b-3.14.0a0-6e06e01
pidigits
233 ms
234 ms: 1.01x slower
float
92.1 ms
92.9 ms: 1.01x slower
nbody
105 ms
110 ms: 1.06x slower
Geometric mean
(ref)
1.02x slower
Benchmarks with tag 'regex':
Benchmark
bm-20231002-arminc-aarch64-python-0fb18b02c8ad56299d6a-3.12.0-0fb18b0
bm-20240912-arminc-aarch64-python-6e06e01881dcffbeef5b-3.14.0a0-6e06e01
regex_compile
137 ms
127 ms: 1.08x faster
regex_effbot
4.64 ms
4.95 ms: 1.07x slower
regex_v8
28.3 ms
30.5 ms: 1.08x slower
Geometric mean
(ref)
1.02x slower
Benchmark hidden because not significant (1): regex_dna
Benchmarks with tag 'serialize':
Benchmark
bm-20231002-arminc-aarch64-python-0fb18b02c8ad56299d6a-3.12.0-0fb18b0
bm-20240912-arminc-aarch64-python-6e06e01881dcffbeef5b-3.14.0a0-6e06e01
unpickle_pure_python
260 us
253 us: 1.03x faster
xml_etree_parse
195 ms
191 ms: 1.02x faster
pickle_list
5.25 us
5.20 us: 1.01x faster
pickle_dict
37.3 us
38.0 us: 1.02x slower
pickle
13.4 us
13.7 us: 1.02x slower
pickle_pure_python
365 us
373 us: 1.02x slower
tomli_loads
2.59 sec
2.65 sec: 1.02x slower
json_loads
30.7 us
31.7 us: 1.03x slower
xml_etree_process
79.0 ms
81.6 ms: 1.03x slower
unpickle_list
6.17 us
6.40 us: 1.04x slower
unpickle
18.5 us
19.5 us: 1.06x slower
json_dumps
12.3 ms
13.4 ms: 1.09x slower
Geometric mean
(ref)
1.02x slower
Benchmark hidden because not significant (2): xml_etree_iterparse, xml_etree_generate
Benchmarks with tag 'startup':
Benchmark
bm-20231002-arminc-aarch64-python-0fb18b02c8ad56299d6a-3.12.0-0fb18b0
bm-20240912-arminc-aarch64-python-6e06e01881dcffbeef5b-3.14.0a0-6e06e01
python_startup_no_site
8.37 ms
8.69 ms: 1.04x slower
python_startup
11.4 ms
13.1 ms: 1.15x slower
Geometric mean
(ref)
1.09x slower
Benchmarks with tag 'template':
Benchmark
bm-20231002-arminc-aarch64-python-0fb18b02c8ad56299d6a-3.12.0-0fb18b0
bm-20240912-arminc-aarch64-python-6e06e01881dcffbeef5b-3.14.0a0-6e06e01
django_template
40.7 ms
42.3 ms: 1.04x slower
mako
12.9 ms
13.5 ms: 1.04x slower
Geometric mean
(ref)
1.02x slower
Benchmark hidden because not significant (2): genshi_xml, genshi_text
Benchmark
bm-20231002-arminc-aarch64-python-0fb18b02c8ad56299d6a-3.12.0-0fb18b0
bm-20240912-arminc-aarch64-python-6e06e01881dcffbeef5b-3.14.0a0-6e06e01
async_tree_none
624 ms
421 ms: 1.48x faster
async_tree_none_tg
577 ms
416 ms: 1.39x faster
async_tree_memoization
777 ms
562 ms: 1.38x faster
async_tree_memoization_tg
740 ms
553 ms: 1.34x faster
deepcopy
446 us
337 us: 1.32x faster
deepcopy_memo
49.6 us
37.5 us: 1.32x faster
async_tree_cpu_io_mixed
912 ms
720 ms: 1.27x faster
generators
43.5 ms
34.9 ms: 1.25x faster
async_tree_io
1.41 sec
1.14 sec: 1.24x faster
comprehensions
25.4 us
20.5 us: 1.24x faster
async_tree_cpu_io_mixed_tg
884 ms
718 ms: 1.23x faster
async_tree_io_tg
1.40 sec
1.18 sec: 1.19x faster
raytrace
353 ms
301 ms: 1.17x faster
pathlib
24.5 ms
21.1 ms: 1.16x faster
deepcopy_reduce
4.10 us
3.57 us: 1.15x faster
go
157 ms
139 ms: 1.13x faster
sympy_sum
154 ms
142 ms: 1.09x faster
regex_compile
137 ms
127 ms: 1.08x faster
scimark_lu
146 ms
135 ms: 1.08x faster
deltablue
4.12 ms
3.87 ms: 1.06x faster
logging_simple
7.63 us
7.18 us: 1.06x faster
bench_thread_pool
1.31 ms
1.23 ms: 1.06x faster
sympy_str
280 ms
263 ms: 1.06x faster
crypto_pyaes
86.6 ms
81.9 ms: 1.06x faster
logging_format
8.34 us
7.90 us: 1.06x faster
tornado_http
136 ms
129 ms: 1.05x faster
sqlglot_transpile
1.83 ms
1.75 ms: 1.05x faster
dulwich_log
62.0 ms
59.2 ms: 1.05x faster
chaos
71.4 ms
68.4 ms: 1.04x faster
sympy_integrate
21.6 ms
20.7 ms: 1.04x faster
2to3
308 ms
297 ms: 1.04x faster
scimark_monte_carlo
85.1 ms
82.1 ms: 1.04x faster
unpickle_pure_python
260 us
253 us: 1.03x faster
async_generators
491 ms
479 ms: 1.02x faster
xml_etree_parse
195 ms
191 ms: 1.02x faster
pycparser
1.26 sec
1.23 sec: 1.02x faster
mdp
3.41 sec
3.37 sec: 1.01x faster
pickle_list
5.25 us
5.20 us: 1.01x faster
nqueens
99.2 ms
98.4 ms: 1.01x faster
thrift
937 us
931 us: 1.01x faster
sqlglot_normalize
126 ms
127 ms: 1.01x slower
pidigits
233 ms
234 ms: 1.01x slower
json
5.54 ms
5.59 ms: 1.01x slower
float
92.1 ms
92.9 ms: 1.01x slower
sqlite_synth
3.77 us
3.81 us: 1.01x slower
pprint_safe_repr
916 ms
926 ms: 1.01x slower
asyncio_tcp_ssl
2.19 sec
2.21 sec: 1.01x slower
pprint_pformat
1.88 sec
1.91 sec: 1.01x slower
pickle_dict
37.3 us
38.0 us: 1.02x slower
sqlglot_optimize
61.3 ms
62.4 ms: 1.02x slower
sympy_expand
454 ms
462 ms: 1.02x slower
pickle
13.4 us
13.7 us: 1.02x slower
pickle_pure_python
365 us
373 us: 1.02x slower
docutils
2.98 sec
3.05 sec: 1.02x slower
tomli_loads
2.59 sec
2.65 sec: 1.02x slower
hexiom
6.98 ms
7.17 ms: 1.03x slower
richards_super
58.5 ms
60.1 ms: 1.03x slower
json_loads
30.7 us
31.7 us: 1.03x slower
xml_etree_process
79.0 ms
81.6 ms: 1.03x slower
pyflate
559 ms
580 ms: 1.04x slower
unpickle_list
6.17 us
6.40 us: 1.04x slower
richards
50.9 ms
52.8 ms: 1.04x slower
python_startup_no_site
8.37 ms
8.69 ms: 1.04x slower
django_template
40.7 ms
42.3 ms: 1.04x slower
fannkuch
443 ms
462 ms: 1.04x slower
mako
12.9 ms
13.5 ms: 1.04x slower
scimark_sparse_mat_mult
6.19 ms
6.47 ms: 1.05x slower
logging_silent
127 ns
133 ns: 1.05x slower
scimark_sor
150 ms
157 ms: 1.05x slower
nbody
105 ms
110 ms: 1.06x slower
unpickle
18.5 us
19.5 us: 1.06x slower
typing_runtime_protocols
181 us
192 us: 1.06x slower
scimark_fft
418 ms
445 ms: 1.06x slower
regex_effbot
4.64 ms
4.95 ms: 1.07x slower
spectral_norm
131 ms
140 ms: 1.07x slower
regex_v8
28.3 ms
30.5 ms: 1.08x slower
json_dumps
12.3 ms
13.4 ms: 1.09x slower
coverage
87.3 ms
97.6 ms: 1.12x slower
python_startup
11.4 ms
13.1 ms: 1.15x slower
gc_traversal
4.40 ms
5.09 ms: 1.16x slower
create_gc_cycles
1.92 ms
2.27 ms: 1.18x slower
telco
8.51 ms
10.2 ms: 1.20x slower
Geometric mean
(ref)
1.03x faster
Benchmark hidden because not significant (13): sqlglot_parse, xml_etree_iterparse, coroutines, genshi_xml, genshi_text, meteor_contest, asyncio_tcp, xml_etree_generate, regex_dna, asyncio_websockets, bench_mp_pool, html5lib, pylint
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-20240912-3.14.0a0-6e06e01/bm-20240912-arminc-aarch64-python-6e06e01881dcffbeef5b-3.14.0a0-6e06e01.json: bpe_tokeniser, unpack_sequence
Reliability score: 89.52% 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