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Results vs. 3.10.4

  • fork: brandtbucher
  • ref: no_cold_exits
  • machine: linux-x86_64
  • commit hash: f837cc6
  • commit date: 2024-06-10
  • overall geometric mean: 1.28x faster
  • HPT reliability: 100.00%
  • HPT 99th percentile: 1.19x faster
  • Memory change: 1.20x

Benchmarks with tag 'apps':

Benchmark bm-20220323-pythonperf2-x86_64-python-v3.10.4-3.10.4-9d38120 bm-20240610-pythonperf2-x86_64-brandtbucher-no_cold_exits-3.14.0a0-f837cc6
2to3 350 ms 304 ms: 1.15x faster
docutils 3.41 sec 3.09 sec: 1.10x faster
html5lib 94.6 ms 73.3 ms: 1.29x faster
tornado_http 157 ms 122 ms: 1.28x faster
Geometric mean (ref) 1.21x faster

Benchmarks with tag 'asyncio':

Benchmark bm-20220323-pythonperf2-x86_64-python-v3.10.4-3.10.4-9d38120 bm-20240610-pythonperf2-x86_64-brandtbucher-no_cold_exits-3.14.0a0-f837cc6
async_tree_none 692 ms 377 ms: 1.84x faster
async_tree_io 1.60 sec 886 ms: 1.80x faster
async_tree_memoization 819 ms 476 ms: 1.72x faster
async_tree_cpu_io_mixed 936 ms 620 ms: 1.51x faster
Geometric mean (ref) 1.71x faster

Benchmarks with tag 'math':

Benchmark bm-20220323-pythonperf2-x86_64-python-v3.10.4-3.10.4-9d38120 bm-20240610-pythonperf2-x86_64-brandtbucher-no_cold_exits-3.14.0a0-f837cc6
nbody 134 ms 84.1 ms: 1.59x faster
float 111 ms 75.5 ms: 1.47x faster
pidigits 271 ms 250 ms: 1.08x faster
Geometric mean (ref) 1.37x faster

Benchmarks with tag 'regex':

Benchmark bm-20220323-pythonperf2-x86_64-python-v3.10.4-3.10.4-9d38120 bm-20240610-pythonperf2-x86_64-brandtbucher-no_cold_exits-3.14.0a0-f837cc6
regex_compile 190 ms 136 ms: 1.40x faster
regex_dna 261 ms 239 ms: 1.09x faster
regex_v8 27.2 ms 26.5 ms: 1.02x faster
regex_effbot 3.09 ms 3.49 ms: 1.13x slower
Geometric mean (ref) 1.09x faster

Benchmarks with tag 'serialize':

Benchmark bm-20220323-pythonperf2-x86_64-python-v3.10.4-3.10.4-9d38120 bm-20240610-pythonperf2-x86_64-brandtbucher-no_cold_exits-3.14.0a0-f837cc6
pickle_pure_python 455 us 315 us: 1.45x faster
unpickle_pure_python 312 us 217 us: 1.44x faster
tomli_loads 2.92 sec 2.10 sec: 1.38x faster
json_dumps 14.5 ms 10.7 ms: 1.35x faster
xml_etree_process 75.9 ms 58.6 ms: 1.30x faster
json_loads 30.3 us 25.0 us: 1.21x faster
xml_etree_generate 92.3 ms 81.8 ms: 1.13x faster
xml_etree_parse 160 ms 143 ms: 1.12x faster
xml_etree_iterparse 110 ms 99.0 ms: 1.12x faster
pickle_dict 29.5 us 31.1 us: 1.05x slower
unpickle_list 4.65 us 4.93 us: 1.06x slower
pickle 9.89 us 10.5 us: 1.06x slower
pickle_list 4.12 us 4.48 us: 1.09x slower
unpickle 13.5 us 16.0 us: 1.18x slower
Geometric mean (ref) 1.13x faster

Benchmarks with tag 'startup':

Benchmark bm-20220323-pythonperf2-x86_64-python-v3.10.4-3.10.4-9d38120 bm-20240610-pythonperf2-x86_64-brandtbucher-no_cold_exits-3.14.0a0-f837cc6
python_startup 11.5 ms 13.2 ms: 1.15x slower
python_startup_no_site 7.33 ms 8.86 ms: 1.21x slower
Geometric mean (ref) 1.18x slower

Benchmarks with tag 'template':

Benchmark bm-20220323-pythonperf2-x86_64-python-v3.10.4-3.10.4-9d38120 bm-20240610-pythonperf2-x86_64-brandtbucher-no_cold_exits-3.14.0a0-f837cc6
mako 14.7 ms 9.15 ms: 1.61x faster
django_template 50.2 ms 41.0 ms: 1.22x faster
genshi_text 31.4 ms 28.1 ms: 1.12x faster
genshi_xml 63.3 ms 64.9 ms: 1.03x slower
Geometric mean (ref) 1.21x faster

All benchmarks:

Benchmark bm-20220323-pythonperf2-x86_64-python-v3.10.4-3.10.4-9d38120 bm-20240610-pythonperf2-x86_64-brandtbucher-no_cold_exits-3.14.0a0-f837cc6
typing_runtime_protocols 537 us 187 us: 2.87x faster
asyncio_tcp 779 ms 381 ms: 2.05x faster
deltablue 7.50 ms 3.74 ms: 2.01x faster
asyncio_tcp_ssl 3.10 sec 1.58 sec: 1.96x faster
async_tree_none 692 ms 377 ms: 1.84x faster
async_tree_io 1.60 sec 886 ms: 1.80x faster
richards_super 90.6 ms 51.3 ms: 1.77x faster
richards 75.1 ms 43.2 ms: 1.74x faster
async_tree_memoization 819 ms 476 ms: 1.72x faster
raytrace 489 ms 286 ms: 1.71x faster
crypto_pyaes 119 ms 70.5 ms: 1.69x faster
spectral_norm 139 ms 83.0 ms: 1.68x faster
chaos 109 ms 65.7 ms: 1.65x faster
generators 57.3 ms 34.8 ms: 1.65x faster
logging_silent 167 ns 102 ns: 1.64x faster
go 262 ms 161 ms: 1.62x faster
pyflate 733 ms 453 ms: 1.62x faster
mako 14.7 ms 9.15 ms: 1.61x faster
scimark_monte_carlo 107 ms 67.3 ms: 1.60x faster
nbody 134 ms 84.1 ms: 1.59x faster
sqlglot_parse 2.24 ms 1.42 ms: 1.58x faster
async_tree_cpu_io_mixed 936 ms 620 ms: 1.51x faster
pylint 566 ms 377 ms: 1.50x faster
comprehensions 26.7 us 18.1 us: 1.48x faster
sqlglot_transpile 2.68 ms 1.82 ms: 1.47x faster
float 111 ms 75.5 ms: 1.47x faster
pickle_pure_python 455 us 315 us: 1.45x faster
unpickle_pure_python 312 us 217 us: 1.44x faster
fannkuch 483 ms 336 ms: 1.44x faster
scimark_lu 167 ms 117 ms: 1.43x faster
hexiom 9.42 ms 6.68 ms: 1.41x faster
regex_compile 190 ms 136 ms: 1.40x faster
logging_simple 8.88 us 6.39 us: 1.39x faster
coroutines 30.3 ms 21.9 ms: 1.39x faster
tomli_loads 2.92 sec 2.10 sec: 1.38x faster
logging_format 9.64 us 7.02 us: 1.37x faster
deepcopy_memo 49.8 us 36.5 us: 1.36x faster
json_dumps 14.5 ms 10.7 ms: 1.35x faster
pprint_pformat 2.15 sec 1.61 sec: 1.34x faster
bench_mp_pool 6.37 ms 4.77 ms: 1.33x faster
pprint_safe_repr 1.05 sec 787 ms: 1.33x faster
scimark_sor 180 ms 137 ms: 1.32x faster
pathlib 21.4 ms 16.2 ms: 1.32x faster
pycparser 1.67 sec 1.28 sec: 1.30x faster
xml_etree_process 75.9 ms 58.6 ms: 1.30x faster
thrift 1.18 ms 910 us: 1.29x faster
html5lib 94.6 ms 73.3 ms: 1.29x faster
tornado_http 157 ms 122 ms: 1.28x faster
dulwich_log 81.1 ms 65.4 ms: 1.24x faster
scimark_fft 361 ms 293 ms: 1.23x faster
scimark_sparse_mat_mult 5.08 ms 4.13 ms: 1.23x faster
django_template 50.2 ms 41.0 ms: 1.22x faster
json_loads 30.3 us 25.0 us: 1.21x faster
nqueens 115 ms 94.9 ms: 1.21x faster
bench_thread_pool 1.14 ms 965 us: 1.18x faster
sympy_sum 193 ms 164 ms: 1.18x faster
dask 472 ms 401 ms: 1.18x faster
mdp 3.01 sec 2.56 sec: 1.18x faster
sympy_str 360 ms 310 ms: 1.16x faster
2to3 350 ms 304 ms: 1.15x faster
deepcopy 468 us 408 us: 1.15x faster
sympy_expand 600 ms 525 ms: 1.14x faster
xml_etree_generate 92.3 ms 81.8 ms: 1.13x faster
xml_etree_parse 160 ms 143 ms: 1.12x faster
genshi_text 31.4 ms 28.1 ms: 1.12x faster
xml_etree_iterparse 110 ms 99.0 ms: 1.12x faster
sympy_integrate 28.2 ms 25.4 ms: 1.11x faster
sqlglot_normalize 144 ms 130 ms: 1.11x faster
docutils 3.41 sec 3.09 sec: 1.10x faster
deepcopy_reduce 4.01 us 3.64 us: 1.10x faster
json 5.86 ms 5.34 ms: 1.10x faster
sqlglot_optimize 70.1 ms 64.0 ms: 1.10x faster
regex_dna 261 ms 239 ms: 1.09x faster
pidigits 271 ms 250 ms: 1.08x faster
meteor_contest 138 ms 128 ms: 1.08x faster
sqlite_synth 2.99 us 2.77 us: 1.08x faster
async_generators 421 ms 391 ms: 1.08x faster
regex_v8 27.2 ms 26.5 ms: 1.02x faster
genshi_xml 63.3 ms 64.9 ms: 1.03x slower
pickle_dict 29.5 us 31.1 us: 1.05x slower
unpickle_list 4.65 us 4.93 us: 1.06x slower
pickle 9.89 us 10.5 us: 1.06x slower
pickle_list 4.12 us 4.48 us: 1.09x slower
create_gc_cycles 1.76 ms 1.97 ms: 1.12x slower
regex_effbot 3.09 ms 3.49 ms: 1.13x slower
telco 7.23 ms 8.23 ms: 1.14x slower
python_startup 11.5 ms 13.2 ms: 1.15x slower
unpickle 13.5 us 16.0 us: 1.18x slower
python_startup_no_site 7.33 ms 8.86 ms: 1.21x slower
coverage 63.3 ms 79.6 ms: 1.26x slower
gc_traversal 3.42 ms 4.88 ms: 1.43x slower
Geometric mean (ref) 1.28x faster

Benchmark hidden because not significant (1): asyncio_websockets Ignored benchmarks (8) of results/bm-20220323-3.10.4-9d38120/bm-20220323-pythonperf2-x86_64-python-v3.10.4-3.10.4-9d38120.json: aiohttp, chameleon, flaskblogging, gunicorn, mypy2, sqlalchemy_declarative, sqlalchemy_imperative, unpack_sequence Ignored benchmarks (4) of results/bm-20240610-3.14.0a0-f837cc6-JIT/bm-20240610-pythonperf2-x86_64-brandtbucher-no_cold_exits-3.14.0a0-f837cc6.json: async_tree_cpu_io_mixed_tg, async_tree_io_tg, async_tree_memoization_tg, async_tree_none_tg

HPT report

  • Reliability score: 100.00% likely to be faster
  • 90% likely to have a speedup of 1.24x
  • 95% likely to have a speedup of 1.23x
  • 99% likely to have a speedup of 1.19x

Memory

  • memory change: 1.20x