fork: nascheme
ref: gh_115999_specialize
machine: linux-x86_64
commit hash: 9015a3f
commit date: 2024-12-18
overall geometric mean: 1.043x faster
HPT reliability: 100.00%
HPT 99th percentile: 1.01x faster
Memory change: 1.09x
Benchmarks with tag 'apps':
Benchmark
bm-20240906-vultr-x86_64-python-v3.13.0rc2-3.13.0rc2-ec61006
bm-20241218-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a3+-9015a3f
2to3
260 ms
256 ms: 1.01x faster
docutils
2.62 sec
2.55 sec: 1.03x faster
Geometric mean
(ref)
1.02x faster
Benchmarks with tag 'asyncio':
Benchmark
bm-20240906-vultr-x86_64-python-v3.13.0rc2-3.13.0rc2-ec61006
bm-20241218-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a3+-9015a3f
async_tree_io_tg
913 ms
611 ms: 1.50x faster
async_tree_io
876 ms
630 ms: 1.39x faster
async_tree_memoization
461 ms
335 ms: 1.38x faster
async_tree_memoization_tg
414 ms
307 ms: 1.35x faster
async_tree_none_tg
336 ms
256 ms: 1.31x faster
async_tree_none
354 ms
277 ms: 1.27x faster
async_tree_cpu_io_mixed
666 ms
602 ms: 1.11x faster
async_tree_cpu_io_mixed_tg
638 ms
581 ms: 1.10x faster
async_generators
377 ms
352 ms: 1.07x faster
coroutines
23.6 ms
22.2 ms: 1.06x faster
asyncio_websockets
520 ms
523 ms: 1.00x slower
Geometric mean
(ref)
1.22x faster
Benchmarks with tag 'math':
Benchmark
bm-20240906-vultr-x86_64-python-v3.13.0rc2-3.13.0rc2-ec61006
bm-20241218-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a3+-9015a3f
float
77.5 ms
76.5 ms: 1.01x faster
pidigits
217 ms
222 ms: 1.03x slower
nbody
85.1 ms
89.1 ms: 1.05x slower
Geometric mean
(ref)
1.02x slower
Benchmarks with tag 'regex':
Benchmark
bm-20240906-vultr-x86_64-python-v3.13.0rc2-3.13.0rc2-ec61006
bm-20241218-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a3+-9015a3f
regex_effbot
3.08 ms
2.73 ms: 1.13x faster
regex_dna
180 ms
169 ms: 1.07x faster
regex_compile
132 ms
127 ms: 1.04x faster
regex_v8
22.7 ms
23.2 ms: 1.02x slower
Geometric mean
(ref)
1.05x faster
Benchmarks with tag 'serialize':
Benchmark
bm-20240906-vultr-x86_64-python-v3.13.0rc2-3.13.0rc2-ec61006
bm-20241218-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a3+-9015a3f
xml_etree_parse
136 ms
128 ms: 1.06x faster
xml_etree_iterparse
94.9 ms
90.1 ms: 1.05x faster
json_loads
27.0 us
26.0 us: 1.04x faster
xml_etree_process
59.3 ms
57.8 ms: 1.03x faster
xml_etree_generate
85.4 ms
83.2 ms: 1.03x faster
tomli_loads
2.01 sec
1.96 sec: 1.02x faster
unpickle_pure_python
210 us
212 us: 1.01x slower
json_dumps
10.5 ms
11.3 ms: 1.07x slower
pickle_pure_python
294 us
317 us: 1.08x slower
Geometric mean
(ref)
1.01x faster
Benchmarks with tag 'startup':
Benchmark
bm-20240906-vultr-x86_64-python-v3.13.0rc2-3.13.0rc2-ec61006
bm-20241218-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a3+-9015a3f
python_startup_no_site
7.39 ms
7.49 ms: 1.01x slower
python_startup
11.0 ms
14.6 ms: 1.33x slower
Geometric mean
(ref)
1.16x slower
Benchmarks with tag 'template':
Benchmark
bm-20240906-vultr-x86_64-python-v3.13.0rc2-3.13.0rc2-ec61006
bm-20241218-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a3+-9015a3f
genshi_text
21.5 ms
21.4 ms: 1.01x faster
genshi_xml
48.8 ms
49.3 ms: 1.01x slower
mako
11.3 ms
11.5 ms: 1.01x slower
django_template
34.1 ms
34.9 ms: 1.02x slower
Geometric mean
(ref)
1.01x slower
Benchmark
bm-20240906-vultr-x86_64-python-v3.13.0rc2-3.13.0rc2-ec61006
bm-20241218-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a3+-9015a3f
async_tree_io_tg
913 ms
611 ms: 1.50x faster
deepcopy
355 us
254 us: 1.40x faster
async_tree_io
876 ms
630 ms: 1.39x faster
async_tree_memoization
461 ms
335 ms: 1.38x faster
async_tree_memoization_tg
414 ms
307 ms: 1.35x faster
deepcopy_memo
39.1 us
29.3 us: 1.33x faster
async_tree_none_tg
336 ms
256 ms: 1.31x faster
async_tree_none
354 ms
277 ms: 1.27x faster
deepcopy_reduce
3.11 us
2.54 us: 1.23x faster
go
141 ms
116 ms: 1.21x faster
pylint
317 ms
280 ms: 1.13x faster
regex_effbot
3.08 ms
2.73 ms: 1.13x faster
spectral_norm
111 ms
99.0 ms: 1.12x faster
scimark_fft
349 ms
311 ms: 1.12x faster
scimark_sparse_mat_mult
4.71 ms
4.22 ms: 1.12x faster
async_tree_cpu_io_mixed
666 ms
602 ms: 1.11x faster
async_tree_cpu_io_mixed_tg
638 ms
581 ms: 1.10x faster
telco
7.82 ms
7.16 ms: 1.09x faster
generators
28.8 ms
26.8 ms: 1.08x faster
async_generators
377 ms
352 ms: 1.07x faster
regex_dna
180 ms
169 ms: 1.07x faster
pyflate
449 ms
420 ms: 1.07x faster
xml_etree_parse
136 ms
128 ms: 1.06x faster
coroutines
23.6 ms
22.2 ms: 1.06x faster
scimark_sor
134 ms
128 ms: 1.05x faster
xml_etree_iterparse
94.9 ms
90.1 ms: 1.05x faster
pathlib
19.2 ms
18.2 ms: 1.05x faster
bpe_tokeniser
4.45 sec
4.25 sec: 1.05x faster
scimark_monte_carlo
65.4 ms
62.5 ms: 1.05x faster
coverage
83.0 ms
79.4 ms: 1.05x faster
regex_compile
132 ms
127 ms: 1.04x faster
thrift
778 us
746 us: 1.04x faster
richards
45.2 ms
43.5 ms: 1.04x faster
pprint_safe_repr
738 ms
710 ms: 1.04x faster
hexiom
5.99 ms
5.77 ms: 1.04x faster
json_loads
27.0 us
26.0 us: 1.04x faster
json
4.93 ms
4.75 ms: 1.04x faster
richards_super
51.6 ms
49.9 ms: 1.04x faster
meteor_contest
102 ms
98.2 ms: 1.03x faster
xml_etree_process
59.3 ms
57.8 ms: 1.03x faster
xml_etree_generate
85.4 ms
83.2 ms: 1.03x faster
docutils
2.62 sec
2.55 sec: 1.03x faster
sqlglot_normalize
106 ms
103 ms: 1.03x faster
tomli_loads
2.01 sec
1.96 sec: 1.02x faster
crypto_pyaes
67.9 ms
66.4 ms: 1.02x faster
pprint_pformat
1.50 sec
1.46 sec: 1.02x faster
sympy_sum
156 ms
152 ms: 1.02x faster
scimark_lu
113 ms
110 ms: 1.02x faster
2to3
260 ms
256 ms: 1.01x faster
float
77.5 ms
76.5 ms: 1.01x faster
sqlglot_optimize
52.7 ms
52.1 ms: 1.01x faster
nqueens
78.6 ms
77.7 ms: 1.01x faster
typing_runtime_protocols
155 us
153 us: 1.01x faster
genshi_text
21.5 ms
21.4 ms: 1.01x faster
fannkuch
370 ms
371 ms: 1.00x slower
asyncio_websockets
520 ms
523 ms: 1.00x slower
pycparser
1.12 sec
1.12 sec: 1.00x slower
dulwich_log
74.8 ms
75.2 ms: 1.00x slower
logging_simple
6.16 us
6.20 us: 1.01x slower
sqlglot_transpile
1.56 ms
1.57 ms: 1.01x slower
logging_silent
103 ns
103 ns: 1.01x slower
logging_format
6.84 us
6.90 us: 1.01x slower
unpickle_pure_python
210 us
212 us: 1.01x slower
genshi_xml
48.8 ms
49.3 ms: 1.01x slower
sqlglot_parse
1.25 ms
1.26 ms: 1.01x slower
python_startup_no_site
7.39 ms
7.49 ms: 1.01x slower
mako
11.3 ms
11.5 ms: 1.01x slower
raytrace
253 ms
256 ms: 1.02x slower
django_template
34.1 ms
34.9 ms: 1.02x slower
regex_v8
22.7 ms
23.2 ms: 1.02x slower
pidigits
217 ms
222 ms: 1.03x slower
mdp
2.36 sec
2.44 sec: 1.04x slower
comprehensions
16.5 us
17.1 us: 1.04x slower
nbody
85.1 ms
89.1 ms: 1.05x slower
json_dumps
10.5 ms
11.3 ms: 1.07x slower
pickle_pure_python
294 us
317 us: 1.08x slower
bench_thread_pool
919 us
1.03 ms: 1.13x slower
python_startup
11.0 ms
14.6 ms: 1.33x slower
gc_traversal
3.14 ms
4.19 ms: 1.33x slower
create_gc_cycles
1.34 ms
1.83 ms: 1.37x slower
bench_mp_pool
11.0 ms
88.5 ms: 8.05x slower
Geometric mean
(ref)
1.02x faster
Benchmark hidden because not significant (6): sympy_str, chaos, sympy_integrate, sqlite_synth, sympy_expand, deltablue
Ignored benchmarks (15) of results/bm-20240906-3.13.0rc2-ec61006/bm-20240906-vultr-x86_64-python-v3.13.0rc2-3.13.0rc2-ec61006.json: aiohttp, asyncio_tcp, asyncio_tcp_ssl, chameleon, dask, flaskblogging, gunicorn, html5lib, pickle, pickle_dict, pickle_list, tornado_http, unpack_sequence, unpickle, unpickle_list
Ignored benchmarks (8) of results/bm-20241218-3.14.0a3+-9015a3f/bm-20241218-vultr-x86_64-nascheme-gh_115999_specialize-3.14.0a3+-9015a3f.json: connected_components, k_core, many_optionals, shortest_path, sphinx, sqlalchemy_declarative, sqlalchemy_imperative, subparsers
Geometric mean (including insignificant results): 1.043x faster
Reliability score: 100.00% likely to be faster
90% likely to have a speedup of 1.02x
95% likely to have a speedup of 1.02x
99% likely to have a speedup of 1.01x