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Dict watchers perf

PyPerformance data for dict-watching implementation

This gist contains raw data from Pyperformance runs on three commits.

The two comparison tables are base-vs-watch and base-vs-watched. The "watched" commit is not intended to land, it's purely to test performance when module globals are watched and we have to check for a callback on every write to a module global; i.e. we are paying the cost of watching all module globals, but for no benefit.

Benchmarks were run on an idle AWS c5n.metal instance. CPython was configured with ./configure --enable-optimizations.

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10=1286 MHz","date":"2022-03-09 03:57:31.483379","duration":0.8640294979995815,"mem_max_rss":20946944,"runnable_threads":1,"uptime":42013.4871070385},"values":[0.09415475200148649,0.09423944400259643,0.0943658010000945],"warmups":[[2,0.0945520454988582]]},{"metadata":{"cpu_freq":"0-10,12-71=3000 MHz; 11=1247 MHz","date":"2022-03-09 03:57:32.407766","duration":0.8651324640013627,"mem_max_rss":21000192,"runnable_threads":1,"uptime":42014.411536216736},"values":[0.09393875299792853,0.09389612549784943,0.09388759399735136],"warmups":[[2,0.09426838299987139]]},{"metadata":{"cpu_freq":"0-45,47-71=3000 MHz; 46=1227 MHz","date":"2022-03-09 03:57:33.338942","duration":0.8656280409995816,"mem_max_rss":20963328,"runnable_threads":1,"uptime":42015.34271597862},"values":[0.09435123250295874,0.09428809850214748,0.09438364849847858],"warmups":[[2,0.0948539314995287]]},{"metadata":{"cpu_freq":"0-10,12-71=3000 MHz; 11=1250 MHz","date":"2022-03-09 03:57:34.262476","duration":0.8629808019977645,"mem_max_rss":20926464,"runnable_threads":1,"uptime":42016.26618075371},"values":[0.0938265719996707,0.09366250800303533,0.09392788800323615],"warmups":[[2,0.09455241950126947]]},{"metadata":{"cpu_freq":"0-45,47-71=3000 MHz; 46=1231 MHz","date":"2022-03-09 03:57:35.189234","duration":0.8650709969952004,"mem_max_rss":20865024,"runnable_threads":1,"uptime":42017.19298672676},"values":[0.09403064949947293,0.09389280750110629,0.09396057349658804],"warmups":[[2,0.09448218800025643]]}]},{"metadata":{"description":"Test the performance of ElementTree XML processing.","elementtree_module":"xml.etree.ElementTree (with C accelerator)","loops":2,"name":"xml_etree_process","perf_version":"2.3.1","python_cflags":"-Wsign-compare -DNDEBUG -g -fwrapv -O3 -Wall","python_compiler":"GCC 9.4.0","python_executable":"/home/carljm/cpython/venv/cpython3.11-66fe1c8780d1-compat-f6a835d45d46-bm-xml_etree/bin/python","python_implementation":"cpython","python_version":"3.11.0a5+ (64-bit) revision 46a116c1c9","runnable_threads":1,"timer":"clock_gettime(CLOCK_MONOTONIC), resolution: 1.00 ns"},"runs":[{"metadata":{"calibrate_loops":2,"cpu_freq":"0-45,47-71=3000 MHz; 46=3355 MHz","date":"2022-03-09 03:57:35.985298","duration":0.7017567090006196,"load_avg_1min":0.99,"mem_max_rss":20713472,"uptime":42017.9890127182},"warmups":[[1,0.06831965099991066],[2,0.06725409999853582],[2,0.06645549150198349],[2,0.06716031199903227],[2,0.06772688949786243]]},{"metadata":{"cpu_freq":"0-45,47-71=3000 MHz; 46=3484 MHz","date":"2022-03-09 03:57:36.648762","duration":0.6237045169982594,"load_avg_1min":0.99,"mem_max_rss":20721664,"uptime":42018.652537584305},"values":[0.0676544734997151,0.0677047634999326,0.06705151850110269],"warmups":[[2,0.0680101019970607]]},{"metadata":{"cpu_freq":"0-5,7-10,12-71=3000 MHz; 6=1200 MHz; 11=1294 MHz","date":"2022-03-09 03:57:37.322593","duration":0.6448091990023386,"load_avg_1min":0.99,"mem_max_rss":20779008,"uptime":42019.3263361454},"values":[0.0668793184995593,0.06717735450001783,0.06650130349953542],"warmups":[[2,0.0668402099981904]]},{"metadata":{"cpu_freq":"0-45,47-71=3000 MHz; 46=1230 MHz","date":"2022-03-09 03:57:38.030457","duration":0.6447123659963836,"load_avg_1min":0.99,"mem_max_rss":20774912,"uptime":42020.03420639038},"values":[0.0669451370013121,0.06702398100242135,0.06621527500101365],"warmups":[[2,0.06703239750277135]]},{"metadata":{"cpu_freq":"0-10,12-71=3000 MHz; 11=1249 MHz","date":"2022-03-09 03:57:38.745807","duration":0.6539720660002786,"load_avg_1min":1.0,"mem_max_rss":20877312,"uptime":42020.74954843521},"values":[0.06790166450082324,0.06830125550186494,0.06714458049827954],"warmups":[[2,0.06800152499999967]]},{"metadata":{"cpu_freq":"0-9,11-71=3000 MHz; 10=1298 MHz","date":"2022-03-09 03:57:39.452031","duration":0.648651276002056,"load_avg_1min":1.0,"mem_max_rss":20762624,"uptime":42021.45580101013},"values":[0.06678045550142997,0.06717787549860077,0.06633941250038333],"warmups":[[2,0.06722347400136641]]},{"metadata":{"cpu_freq":"0-10,12-71=3000 MHz; 11=1242 MHz","date":"2022-03-09 03:57:40.164620","duration":0.6469817910037818,"load_avg_1min":1.0,"mem_max_rss":20647936,"uptime":42022.168441295624},"values":[0.0669572299993888,0.06734074449923355,0.06627439149815473],"warmups":[[2,0.06708244550100062]]},{"metadata":{"cpu_freq":"0-45,47-71=3000 MHz; 46=1229 MHz","date":"2022-03-09 03:57:40.884793","duration":0.6589647090004291,"load_avg_1min":1.0,"mem_max_rss":20770816,"uptime":42022.888625621796},"values":[0.06821593800123082,0.06855451799856382,0.06785530600245693],"warmups":[[2,0.06850772999678156]]},{"metadata":{"cpu_freq":"0-10,12-71=3000 MHz; 11=1247 MHz","date":"2022-03-09 03:57:41.593673","duration":0.645780493003258,"load_avg_1min":1.0,"mem_max_rss":20897792,"uptime":42023.59743499756},"values":[0.06699594699966838,0.06723039250209695,0.06631763800032786],"warmups":[[2,0.06707126450055512]]},{"metadata":{"cpu_freq":"0-45,47-71=3000 MHz; 46=1230 MHz","date":"2022-03-09 03:57:42.304358","duration":0.650870222998492,"load_avg_1min":1.0,"mem_max_rss":20856832,"uptime":42024.3081240654},"values":[0.06744611299654935,0.06748086299921852,0.06676199150024331],"warmups":[[2,0.0674717285000952]]},{"metadata":{"cpu_freq":"0-45,47-71=3000 MHz; 46=3379 MHz","date":"2022-03-09 03:57:42.999107","duration":0.6152310570032569,"load_avg_1min":1.0,"mem_max_rss":20697088,"uptime":42025.00282096863},"values":[0.06689877949975198,0.06670057849987643,0.06581716049913666],"warmups":[[2,0.06706691599902115]]},{"metadata":{"cpu_freq":"0-10,12-71=3000 MHz; 11=1295 MHz","date":"2022-03-09 03:57:43.677672","duration":0.6492089419989497,"load_avg_1min":1.0,"mem_max_rss":20881408,"uptime":42025.68145895004},"values":[0.06733686650113668,0.06772980700043263,0.06675540050127893],"warmups":[[2,0.06747226950028562]]},{"metadata":{"cpu_freq":"0-45,47-71=3000 MHz; 46=1230 MHz","date":"2022-03-09 03:57:44.390688","duration":0.6508828919977532,"load_avg_1min":1.0,"mem_max_rss":20652032,"uptime":42026.39443254471},"values":[0.0675471854992793,0.06777483749829116,0.06679800900019472],"warmups":[[2,0.0675385214999551]]},{"metadata":{"cpu_freq":"0-46,48-71=3000 MHz; 47=1262 MHz","date":"2022-03-09 03:57:45.111182","duration":0.6563585869953386,"load_avg_1min":1.0,"mem_max_rss":20705280,"uptime":42027.11503434181},"values":[0.06860069049798767,0.06848031749905203,0.06777161849822733],"warmups":[[2,0.06835119249808486]]},{"metadata":{"cpu_freq":"0-9,11-71=3000 MHz; 10=1248 MHz","date":"2022-03-09 03:57:45.819423","duration":0.6512249020015588,"load_avg_1min":1.0,"mem_max_rss":20889600,"uptime":42027.8232755661},"values":[0.0671335535007529,0.0674563489992579,0.06697329850067035],"warmups":[[2,0.06724009399840725]]},{"metadata":{"cpu_freq":"0-47,49-71=3000 MHz; 48=1229 MHz","date":"2022-03-09 03:57:46.527013","duration":0.6416020359974937,"load_avg_1min":1.0,"mem_max_rss":20742144,"uptime":42028.53076004982},"values":[0.06677657699765405,0.06659018950085738,0.06578127350076102],"warmups":[[2,0.06681688900062]]},{"metadata":{"cpu_freq":"0-45,47-71=3000 MHz; 46=1240 MHz","date":"2022-03-09 03:57:47.241207","duration":0.6533861339994473,"load_avg_1min":1.0,"mem_max_rss":20959232,"uptime":42029.24495887756},"values":[0.06763562050036853,0.06793060799827799,0.06703614399884827],"warmups":[[2,0.06778659949850407]]},{"metadata":{"cpu_freq":"0-47,49-71=3000 MHz; 48=1231 MHz","date":"2022-03-09 03:57:47.949617","duration":0.6450661319977371,"load_avg_1min":1.0,"mem_max_rss":20783104,"uptime":42029.9533469677},"values":[0.06673028200020781,0.067152994000935,0.06630163100271602],"warmups":[[2,0.06708143850119086]]},{"metadata":{"cpu_freq":"0-9,11-71=3000 MHz; 10=1248 MHz","date":"2022-03-09 03:57:48.659570","duration":0.6520441789980396,"load_avg_1min":1.0,"mem_max_rss":20840448,"uptime":42030.66331529617},"values":[0.06731871450028848,0.06731194749954739,0.0665270524987136],"warmups":[[2,0.06784969100044691]]},{"metadata":{"cpu_freq":"0-47,49-71=3000 MHz; 48=1228 MHz","date":"2022-03-09 03:57:49.369957","duration":0.644584544999816,"load_avg_1min":1.0,"mem_max_rss":20873216,"uptime":42031.373712301254},"values":[0.06681804999971064,0.06709959549698397,0.06617978299982497],"warmups":[[2,0.06712174150015926]]},{"metadata":{"cpu_freq":"0-9,11-71=3000 MHz; 10=1311 MHz","date":"2022-03-09 03:57:50.081206","duration":0.6521120389952557,"load_avg_1min":1.0,"mem_max_rss":20602880,"uptime":42032.084963321686},"values":[0.06761477749751066,0.06795787749797455,0.06706807299997308],"warmups":[[2,0.06748667699866928]]}]}],"metadata":{"aslr":"Full randomization","boot_time":"2022-03-08 16:17:18","cpu_config":"0-71=driver:intel_pstate, intel_pstate:turbo, governor:powersave; idle:intel_idle","cpu_count":72,"cpu_model_name":"Intel(R) Xeon(R) Platinum 8124M CPU @ 3.00GHz","hostname":"ip-172-31-41-159","performance_version":"1.0.4","platform":"Linux-5.11.0-1023-aws-x86_64-with-glibc2.31","unit":"second"},"version":"1.0"}
➜ ./python -m pyperformance compare ../base-46a116c1c9f6.json ../watched-5d51a3e8bc77.json -O table
base-46a116c1c9f6.json
======================
Performance version: 1.0.4
Report on Linux-5.11.0-1023-aws-x86_64-with-glibc2.31
Number of logical CPUs: 72
Start date: 2022-03-09 03:38:45.214429
End date: 2022-03-09 03:57:51.081206
watched-5d51a3e8bc77.json
=========================
Performance version: 1.0.4
Report on Linux-5.11.0-1023-aws-x86_64-with-glibc2.31
Number of logical CPUs: 72
Start date: 2022-03-09 05:45:32.239115
End date: 2022-03-09 06:04:39.090464
+-------------------------+------------------------+---------------------------+--------------+------------------------+
| Benchmark | base-46a116c1c9f6.json | watched-5d51a3e8bc77.json | Change | Significance |
+=========================+========================+===========================+==============+========================+
| 2to3 | 314 ms | 313 ms | 1.01x faster | Not significant |
+-------------------------+------------------------+---------------------------+--------------+------------------------+
| chameleon | 7.80 ms | 7.83 ms | 1.00x slower | Not significant |
+-------------------------+------------------------+---------------------------+--------------+------------------------+
| chaos | 84.8 ms | 86.1 ms | 1.01x slower | Not significant |
+-------------------------+------------------------+---------------------------+--------------+------------------------+
| crypto_pyaes | 95.0 ms | 95.9 ms | 1.01x slower | Not significant |
+-------------------------+------------------------+---------------------------+--------------+------------------------+
| deltablue | 4.83 ms | 4.82 ms | 1.00x faster | Not significant |
+-------------------------+------------------------+---------------------------+--------------+------------------------+
| django_template | 42.5 ms | 42.6 ms | 1.00x slower | Not significant |
+-------------------------+------------------------+---------------------------+--------------+------------------------+
| dulwich_log | 75.0 ms | 75.4 ms | 1.00x slower | Not significant |
+-------------------------+------------------------+---------------------------+--------------+------------------------+
| fannkuch | 487 ms | 483 ms | 1.01x faster | Not significant |
+-------------------------+------------------------+---------------------------+--------------+------------------------+
| float | 89.3 ms | 90.1 ms | 1.01x slower | Not significant |
+-------------------------+------------------------+---------------------------+--------------+------------------------+
| go | 165 ms | 165 ms | 1.00x faster | Not significant |
+-------------------------+------------------------+---------------------------+--------------+------------------------+
| hexiom | 7.95 ms | 7.88 ms | 1.01x faster | Not significant |
+-------------------------+------------------------+---------------------------+--------------+------------------------+
| html5lib | 71.7 ms | 70.2 ms | 1.02x faster | Significant (t=2.90) |
+-------------------------+------------------------+---------------------------+--------------+------------------------+
| json_dumps | 14.1 ms | 14.2 ms | 1.00x slower | Not significant |
+-------------------------+------------------------+---------------------------+--------------+------------------------+
| json_loads | 27.1 us | 27.2 us | 1.01x slower | Not significant |
+-------------------------+------------------------+---------------------------+--------------+------------------------+
| logging_format | 7.25 us | 7.07 us | 1.02x faster | Significant (t=10.03) |
+-------------------------+------------------------+---------------------------+--------------+------------------------+
| logging_silent | 125 ns | 127 ns | 1.02x slower | Not significant |
+-------------------------+------------------------+---------------------------+--------------+------------------------+
| logging_simple | 6.62 us | 6.47 us | 1.02x faster | Significant (t=11.73) |
+-------------------------+------------------------+---------------------------+--------------+------------------------+
| mako | 12.3 ms | 12.6 ms | 1.02x slower | Significant (t=-14.15) |
+-------------------------+------------------------+---------------------------+--------------+------------------------+
| meteor_contest | 117 ms | 118 ms | 1.00x slower | Not significant |
+-------------------------+------------------------+---------------------------+--------------+------------------------+
| nbody | 104 ms | 106 ms | 1.02x slower | Not significant |
+-------------------------+------------------------+---------------------------+--------------+------------------------+
| nqueens | 101 ms | 100 ms | 1.00x faster | Not significant |
+-------------------------+------------------------+---------------------------+--------------+------------------------+
| pathlib | 21.9 ms | 22.7 ms | 1.04x slower | Significant (t=-14.61) |
+-------------------------+------------------------+---------------------------+--------------+------------------------+
| pickle | 10.3 us | 10.3 us | 1.00x slower | Not significant |
+-------------------------+------------------------+---------------------------+--------------+------------------------+
| pickle_dict | 31.7 us | 30.9 us | 1.02x faster | Significant (t=2.92) |
+-------------------------+------------------------+---------------------------+--------------+------------------------+
| pickle_list | 4.61 us | 4.58 us | 1.01x faster | Not significant |
+-------------------------+------------------------+---------------------------+--------------+------------------------+
| pickle_pure_python | 371 us | 369 us | 1.01x faster | Not significant |
+-------------------------+------------------------+---------------------------+--------------+------------------------+
| pidigits | 212 ms | 204 ms | 1.04x faster | Significant (t=109.91) |
+-------------------------+------------------------+---------------------------+--------------+------------------------+
| pyflate | 526 ms | 520 ms | 1.01x faster | Not significant |
+-------------------------+------------------------+---------------------------+--------------+------------------------+
| python_startup | 20.3 ms | 20.2 ms | 1.00x faster | Not significant |
+-------------------------+------------------------+---------------------------+--------------+------------------------+
| python_startup_no_site | 17.1 ms | 17.1 ms | 1.00x faster | Not significant |
+-------------------------+------------------------+---------------------------+--------------+------------------------+
| raytrace | 375 ms | 368 ms | 1.02x faster | Not significant |
+-------------------------+------------------------+---------------------------+--------------+------------------------+
| regex_compile | 159 ms | 159 ms | 1.00x slower | Not significant |
+-------------------------+------------------------+---------------------------+--------------+------------------------+
| regex_dna | 231 ms | 231 ms | 1.00x faster | Not significant |
+-------------------------+------------------------+---------------------------+--------------+------------------------+
| regex_effbot | 3.68 ms | 3.84 ms | 1.04x slower | Significant (t=-30.77) |
+-------------------------+------------------------+---------------------------+--------------+------------------------+
| regex_v8 | 27.1 ms | 27.2 ms | 1.01x slower | Not significant |
+-------------------------+------------------------+---------------------------+--------------+------------------------+
| richards | 57.2 ms | 57.0 ms | 1.00x faster | Not significant |
+-------------------------+------------------------+---------------------------+--------------+------------------------+
| scimark_fft | 414 ms | 423 ms | 1.02x slower | Significant (t=-10.96) |
+-------------------------+------------------------+---------------------------+--------------+------------------------+
| scimark_lu | 139 ms | 140 ms | 1.01x slower | Not significant |
+-------------------------+------------------------+---------------------------+--------------+------------------------+
| scimark_monte_carlo | 81.4 ms | 81.1 ms | 1.00x faster | Not significant |
+-------------------------+------------------------+---------------------------+--------------+------------------------+
| scimark_sor | 149 ms | 147 ms | 1.01x faster | Not significant |
+-------------------------+------------------------+---------------------------+--------------+------------------------+
| scimark_sparse_mat_mult | 5.52 ms | 5.65 ms | 1.02x slower | Significant (t=-10.38) |
+-------------------------+------------------------+---------------------------+--------------+------------------------+
| spectral_norm | 133 ms | 136 ms | 1.02x slower | Significant (t=-10.64) |
+-------------------------+------------------------+---------------------------+--------------+------------------------+
| sqlite_synth | 2.76 us | 2.76 us | 1.00x slower | Not significant |
+-------------------------+------------------------+---------------------------+--------------+------------------------+
| sympy_expand | 564 ms | 563 ms | 1.00x faster | Not significant |
+-------------------------+------------------------+---------------------------+--------------+------------------------+
| sympy_integrate | 23.2 ms | 23.3 ms | 1.00x slower | Not significant |
+-------------------------+------------------------+---------------------------+--------------+------------------------+
| sympy_str | 334 ms | 334 ms | 1.00x faster | Not significant |
+-------------------------+------------------------+---------------------------+--------------+------------------------+
| sympy_sum | 182 ms | 182 ms | 1.00x slower | Not significant |
+-------------------------+------------------------+---------------------------+--------------+------------------------+
| telco | 7.51 ms | 7.52 ms | 1.00x slower | Not significant |
+-------------------------+------------------------+---------------------------+--------------+------------------------+
| tornado_http | 155 ms | 156 ms | 1.00x slower | Not significant |
+-------------------------+------------------------+---------------------------+--------------+------------------------+
| unpack_sequence | 171 ns | 171 ns | 1.00x faster | Not significant |
+-------------------------+------------------------+---------------------------+--------------+------------------------+
| unpickle | 14.9 us | 14.7 us | 1.01x faster | Not significant |
+-------------------------+------------------------+---------------------------+--------------+------------------------+
| unpickle_list | 5.63 us | 5.74 us | 1.02x slower | Significant (t=-11.09) |
+-------------------------+------------------------+---------------------------+--------------+------------------------+
| unpickle_pure_python | 294 us | 297 us | 1.01x slower | Not significant |
+-------------------------+------------------------+---------------------------+--------------+------------------------+
| xml_etree_generate | 94.3 ms | 95.9 ms | 1.02x slower | Not significant |
+-------------------------+------------------------+---------------------------+--------------+------------------------+
| xml_etree_iterparse | 113 ms | 114 ms | 1.01x slower | Not significant |
+-------------------------+------------------------+---------------------------+--------------+------------------------+
| xml_etree_parse | 158 ms | 159 ms | 1.01x slower | Not significant |
+-------------------------+------------------------+---------------------------+--------------+------------------------+
| xml_etree_process | 67.2 ms | 68.3 ms | 1.02x slower | Not significant |
+-------------------------+------------------------+---------------------------+--------------+------------------------+
➜ ./python -m pyperformance compare ../base-46a116c1c9f6.json ../watch-32f067fa4767.json -O table
base-46a116c1c9f6.json
======================
Performance version: 1.0.4
Report on Linux-5.11.0-1023-aws-x86_64-with-glibc2.31
Number of logical CPUs: 72
Start date: 2022-03-09 03:38:45.214429
End date: 2022-03-09 03:57:51.081206
watch-32f067fa4767.json
=======================
Performance version: 1.0.4
Report on Linux-5.11.0-1023-aws-x86_64-with-glibc2.31
Number of logical CPUs: 72
Start date: 2022-03-09 00:24:40.878422
End date: 2022-03-09 00:43:46.515333
+-------------------------+------------------------+-------------------------+--------------+------------------------+
| Benchmark | base-46a116c1c9f6.json | watch-32f067fa4767.json | Change | Significance |
+=========================+========================+=========================+==============+========================+
| 2to3 | 314 ms | 313 ms | 1.00x faster | Not significant |
+-------------------------+------------------------+-------------------------+--------------+------------------------+
| chameleon | 7.80 ms | 7.78 ms | 1.00x faster | Not significant |
+-------------------------+------------------------+-------------------------+--------------+------------------------+
| chaos | 84.8 ms | 86.1 ms | 1.01x slower | Not significant |
+-------------------------+------------------------+-------------------------+--------------+------------------------+
| crypto_pyaes | 95.0 ms | 95.3 ms | 1.00x slower | Not significant |
+-------------------------+------------------------+-------------------------+--------------+------------------------+
| deltablue | 4.83 ms | 4.80 ms | 1.01x faster | Not significant |
+-------------------------+------------------------+-------------------------+--------------+------------------------+
| django_template | 42.5 ms | 42.8 ms | 1.01x slower | Not significant |
+-------------------------+------------------------+-------------------------+--------------+------------------------+
| dulwich_log | 75.0 ms | 74.9 ms | 1.00x faster | Not significant |
+-------------------------+------------------------+-------------------------+--------------+------------------------+
| fannkuch | 487 ms | 484 ms | 1.01x faster | Not significant |
+-------------------------+------------------------+-------------------------+--------------+------------------------+
| float | 89.3 ms | 88.7 ms | 1.01x faster | Not significant |
+-------------------------+------------------------+-------------------------+--------------+------------------------+
| go | 165 ms | 162 ms | 1.02x faster | Not significant |
+-------------------------+------------------------+-------------------------+--------------+------------------------+
| hexiom | 7.95 ms | 7.85 ms | 1.01x faster | Not significant |
+-------------------------+------------------------+-------------------------+--------------+------------------------+
| html5lib | 71.7 ms | 70.2 ms | 1.02x faster | Significant (t=2.86) |
+-------------------------+------------------------+-------------------------+--------------+------------------------+
| json_dumps | 14.1 ms | 14.4 ms | 1.02x slower | Not significant |
+-------------------------+------------------------+-------------------------+--------------+------------------------+
| json_loads | 27.1 us | 27.3 us | 1.01x slower | Not significant |
+-------------------------+------------------------+-------------------------+--------------+------------------------+
| logging_format | 7.25 us | 7.17 us | 1.01x faster | Not significant |
+-------------------------+------------------------+-------------------------+--------------+------------------------+
| logging_silent | 125 ns | 126 ns | 1.00x slower | Not significant |
+-------------------------+------------------------+-------------------------+--------------+------------------------+
| logging_simple | 6.62 us | 6.61 us | 1.00x faster | Not significant |
+-------------------------+------------------------+-------------------------+--------------+------------------------+
| mako | 12.3 ms | 12.4 ms | 1.01x slower | Not significant |
+-------------------------+------------------------+-------------------------+--------------+------------------------+
| meteor_contest | 117 ms | 118 ms | 1.00x slower | Not significant |
+-------------------------+------------------------+-------------------------+--------------+------------------------+
| nbody | 104 ms | 103 ms | 1.01x faster | Not significant |
+-------------------------+------------------------+-------------------------+--------------+------------------------+
| nqueens | 101 ms | 101 ms | 1.01x slower | Not significant |
+-------------------------+------------------------+-------------------------+--------------+------------------------+
| pathlib | 21.9 ms | 22.1 ms | 1.01x slower | Not significant |
+-------------------------+------------------------+-------------------------+--------------+------------------------+
| pickle | 10.3 us | 10.4 us | 1.02x slower | Not significant |
+-------------------------+------------------------+-------------------------+--------------+------------------------+
| pickle_dict | 31.7 us | 32.7 us | 1.03x slower | Significant (t=-4.14) |
+-------------------------+------------------------+-------------------------+--------------+------------------------+
| pickle_list | 4.61 us | 4.72 us | 1.02x slower | Significant (t=-13.09) |
+-------------------------+------------------------+-------------------------+--------------+------------------------+
| pickle_pure_python | 371 us | 370 us | 1.00x faster | Not significant |
+-------------------------+------------------------+-------------------------+--------------+------------------------+
| pidigits | 212 ms | 212 ms | 1.00x slower | Not significant |
+-------------------------+------------------------+-------------------------+--------------+------------------------+
| pyflate | 526 ms | 523 ms | 1.01x faster | Not significant |
+-------------------------+------------------------+-------------------------+--------------+------------------------+
| python_startup | 20.3 ms | 20.2 ms | 1.00x faster | Not significant |
+-------------------------+------------------------+-------------------------+--------------+------------------------+
| python_startup_no_site | 17.1 ms | 17.1 ms | 1.00x faster | Not significant |
+-------------------------+------------------------+-------------------------+--------------+------------------------+
| raytrace | 375 ms | 372 ms | 1.01x faster | Not significant |
+-------------------------+------------------------+-------------------------+--------------+------------------------+
| regex_compile | 159 ms | 158 ms | 1.01x faster | Not significant |
+-------------------------+------------------------+-------------------------+--------------+------------------------+
| regex_dna | 231 ms | 232 ms | 1.00x slower | Not significant |
+-------------------------+------------------------+-------------------------+--------------+------------------------+
| regex_effbot | 3.68 ms | 3.79 ms | 1.03x slower | Significant (t=-22.17) |
+-------------------------+------------------------+-------------------------+--------------+------------------------+
| regex_v8 | 27.1 ms | 26.6 ms | 1.02x faster | Not significant |
+-------------------------+------------------------+-------------------------+--------------+------------------------+
| richards | 57.2 ms | 56.5 ms | 1.01x faster | Not significant |
+-------------------------+------------------------+-------------------------+--------------+------------------------+
| scimark_fft | 414 ms | 414 ms | 1.00x slower | Not significant |
+-------------------------+------------------------+-------------------------+--------------+------------------------+
| scimark_lu | 139 ms | 136 ms | 1.02x faster | Significant (t=12.08) |
+-------------------------+------------------------+-------------------------+--------------+------------------------+
| scimark_monte_carlo | 81.4 ms | 80.9 ms | 1.01x faster | Not significant |
+-------------------------+------------------------+-------------------------+--------------+------------------------+
| scimark_sor | 149 ms | 149 ms | 1.00x slower | Not significant |
+-------------------------+------------------------+-------------------------+--------------+------------------------+
| scimark_sparse_mat_mult | 5.52 ms | 5.61 ms | 1.02x slower | Not significant |
+-------------------------+------------------------+-------------------------+--------------+------------------------+
| spectral_norm | 133 ms | 135 ms | 1.01x slower | Not significant |
+-------------------------+------------------------+-------------------------+--------------+------------------------+
| sqlite_synth | 2.76 us | 2.76 us | 1.00x faster | Not significant |
+-------------------------+------------------------+-------------------------+--------------+------------------------+
| sympy_expand | 564 ms | 564 ms | 1.00x slower | Not significant |
+-------------------------+------------------------+-------------------------+--------------+------------------------+
| sympy_integrate | 23.2 ms | 23.3 ms | 1.00x slower | Not significant |
+-------------------------+------------------------+-------------------------+--------------+------------------------+
| sympy_str | 334 ms | 334 ms | 1.00x faster | Not significant |
+-------------------------+------------------------+-------------------------+--------------+------------------------+
| sympy_sum | 182 ms | 182 ms | 1.00x slower | Not significant |
+-------------------------+------------------------+-------------------------+--------------+------------------------+
| telco | 7.51 ms | 7.43 ms | 1.01x faster | Not significant |
+-------------------------+------------------------+-------------------------+--------------+------------------------+
| tornado_http | 155 ms | 156 ms | 1.00x slower | Not significant |
+-------------------------+------------------------+-------------------------+--------------+------------------------+
| unpack_sequence | 171 ns | 162 ns | 1.06x faster | Significant (t=11.78) |
+-------------------------+------------------------+-------------------------+--------------+------------------------+
| unpickle | 14.9 us | 14.8 us | 1.01x faster | Not significant |
+-------------------------+------------------------+-------------------------+--------------+------------------------+
| unpickle_list | 5.63 us | 5.60 us | 1.01x faster | Not significant |
+-------------------------+------------------------+-------------------------+--------------+------------------------+
| unpickle_pure_python | 294 us | 292 us | 1.01x faster | Not significant |
+-------------------------+------------------------+-------------------------+--------------+------------------------+
| xml_etree_generate | 94.3 ms | 95.1 ms | 1.01x slower | Not significant |
+-------------------------+------------------------+-------------------------+--------------+------------------------+
| xml_etree_iterparse | 113 ms | 113 ms | 1.00x slower | Not significant |
+-------------------------+------------------------+-------------------------+--------------+------------------------+
| xml_etree_parse | 158 ms | 157 ms | 1.01x faster | Not significant |
+-------------------------+------------------------+-------------------------+--------------+------------------------+
| xml_etree_process | 67.2 ms | 67.4 ms | 1.00x slower | Not significant |
+-------------------------+------------------------+-------------------------+--------------+------------------------+
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