Graph Profiling

Only available on the github page: https://apn-pucky.github.io/smpl/

../combined.svg %3 3 ~:0:<method 'send' of 'generator' objects> 0.65% (0.03%) 967× 4 _callers:53:_multicall 99.56% (0.30%) 602× 4->3 0.64% 841× 551 python:152:pytest_pyfunc_call 49.19% (0.00%) 11× 4->551 49.19% 11× 926 ~:0:<built-in method builtins.next> 2.17% (0.28%) 18256× 4->926 0.37% 841× 1997 runner:163:pytest_runtest_call 97.39% (0.01%) 42× 4->1997 97.39% 42× 1663 test_fit:10:test_fit 26.36% (0.00%) 2× 551->1663 26.36% 2× 1664 test_plot:16:test_em 15.56% (0.00%) 1× 551->1664 15.56% 1× 2730 test_fit_algos:77:test_fit_algos 6.93% (0.00%) 2× 551->2730 6.93% 2× 244 __init__:2004:_setattr_cm 1.00% (0.73%) 13720× 926->244 1.00% 13720× 1991 capture:855:item_capture 0.51% (0.03%) 252× 926->1991 0.51% 252× 511 pytest_line_profiler_apn:85:runtest 34.30% (0.00%) 5× 1997->511 34.30% 5× 2004 python:1625:runtest 49.20% (0.00%) 11× 1997->2004 15.56% 1× 1897 doctest:295:runtest 47.52% (0.01%) 36× 1997->1897 47.52% 36× 14 _mathtext:2002:non_math 0.65% (0.02%) 92× 18 wrap:169:str_get_expr 1.49% (0.01%) 24× 217 sympy_parser:914:parse_expr 1.48% (0.04%) 24× 18->217 1.48% 24× 462 ~:0:<built-in method builtins.exec> 47.13% (0.04%) 122× 217->462 0.52% 24× 19 wrap:31:get_latex 1.76% (0.01%) 44× 19->18 1.29% 21× 1084 printer:371:__call__ 0.55% (0.00%) 106× 19->1084 0.40% 21× 1080 latex:2964:latex 0.55% (0.01%) 106× 1084->1080 0.55% 106× 25 text:363:_get_layout 13.52% (0.94%) 775× 1331 text:93:_get_text_metrics_with_cache 10.61% (0.16%) 1962× 25->1331 10.61% 1962× 1533 transforms:1889:__init__ 0.64% (0.26%) 4276× 25->1533 0.14% 775× 1591 transforms:800:from_bounds 1.18% (0.07%) 1862× 25->1591 0.52% 775× 559 font_manager:633:__hash__ 1.02% (0.67%) 7393× 1331->559 0.30% 1962× 560 font_manager:644:__eq__ 0.74% (0.05%) 2421× 1331->560 0.57% 1878× 1045 text:101:_get_text_metrics_with_cache_impl 8.93% (0.00%) 84× 1331->1045 8.93% 84× 1329 font_manager:894:copy 1.09% (0.08%) 3069× 1331->1329 0.67% 1962× 1532 transforms:1772:__init__ 0.55% (0.36%) 10303× 1533->1532 0.22% 4276× 1587 transforms:809:from_extents 1.27% (0.12%) 2123× 1591->1587 1.11% 1862× 59 axis:1659:grid 4.22% (0.02%) 122× 202 axis:930:set_tick_params 4.46% (0.05%) 162× 59->202 4.17% 122× 210 axis:351:_apply_params 2.32% (0.22%) 676× 202->210 2.32% 676× 371 axis:583:__get__ 3.02% (0.01%) 60× 202->371 2.00% 20× 60 _base:406:_plot_args 0.60% (0.03%) 44× 80 line_profiler:207:show_func 0.63% (0.04%) 14× 809 inspect:1101:getblock 0.50% (0.08%) 14× 80->809 0.50% 14× 94 legend:345:__init__ 7.44% (0.08%) 35× 310 legend:808:_init_legend_box 6.85% (0.08%) 35× 94->310 6.85% 35× 832 deprecation:443:wrapper 11.64% (0.11%) 1530× 310->832 1.64% 257× 1155 legend_handler:104:legend_artist 3.95% (0.03%) 222× 310->1155 3.95% 222× 114 plot:698:get_fnc_legend 1.44% (0.02%) 35× 114->19 1.17% 35× 114->1084 0.15% 85× 122 copy:66:copy 1.38% (0.58%) 10918× 287 copy:259:_reconstruct 1.31% (0.41%) 4652× 122->287 0.42% 3272× 463 ~:0:<built-in method builtins.getattr> 2.67% (0.68%) 67837× 122->463 0.11% 7034× 123 copy:128:deepcopy 1.77% (0.81%) 16384× 287->123 0.49% 828× 1288 _base:855:viewLim 1.94% (0.06%) 2412× 463->1288 1.85% 2100× 123->287 0.89% 1380× 144 ~:0:<method 'get' of 'dict' objects> 0.60% (0.46%) 85499× 123->144 0.11% 33872× 254 copy:227:_deepcopy_dict 1.74% (0.19%) 1104× 123->254 1.74% 276× 254->123 1.64% 7728× 143 __init__:678:_get 1.00% (0.77%) 55099× 148 axis:1565:_get_tick_label_size 0.59% (0.07%) 520× 590 font_manager:590:__init__ 0.99% (0.17%) 1251× 148->590 0.47% 520× 152 __init__:301:process 0.84% (0.51%) 8757× 248 __init__:101:check_in_list 0.60% (0.52%) 18409× 152->248 0.26% 8747× 153 __init__:890:get_siblings 0.68% (0.31%) 5269× 154 __init__:1736:normalize_kwargs 1.17% (0.61%) 4672× 166 _hooks:498:__call__ 99.65% (0.06%) 602× 2051 _manager:111:_hookexec 99.58% (0.03%) 602× 166->2051 99.58% 462× 2051->4 99.56% 462× 1412 artist:147:<lambda> 3.30% (0.10%) 4091× 210->1412 1.87% 3380× 371->371 0.97% 20× 1427 axis:1556:_get_tick 4.16% (0.01%) 85× 371->1427 3.02% 60× 1479 artist:1227:set 3.20% (0.13%) 4091× 1412->1479 3.20% 4091× 212 _tight_layout:194:get_tight_layout_figure 45.40% (0.02%) 39× 417 _tight_layout:20:_auto_adjust_subplotpars 45.18% (0.05%) 26× 212->417 45.18% 26× 1188 artist:1408:_get_tightbbox_for_layout_only 44.94% (0.01%) 78× 417->1188 44.94% 26× 213 text:221:update 0.67% (0.05%) 533× 213->154 0.18% 533× 1038 <doctest smpl.functions:1:<module> 1.32% (0.00%) 1× 462->1038 1.32% 1× 1648 <doctest smpl.functions:1:<module> 1.69% (0.00%) 1× 462->1648 1.69% 1× 1649 <doctest smpl.functions:1:<module> 2.39% (0.00%) 1× 462->1649 2.39% 1× 1650 <doctest smpl.functions:1:<module> 2.12% (0.00%) 1× 462->1650 2.12% 1× 1651 <doctest smpl.functions:1:<module> 2.55% (0.00%) 1× 462->1651 2.55% 1× 1652 <doctest smpl.functions:1:<module> 2.24% (0.00%) 1× 462->1652 2.24% 1× 1653 <doctest smpl.functions:1:<module> 1.98% (0.00%) 1× 462->1653 1.98% 1× 1654 <doctest smpl.functions:1:<module> 3.04% (0.00%) 1× 462->1654 3.04% 1× 1655 <doctest smpl.functions:1:<module> 2.31% (0.00%) 1× 462->1655 2.31% 1× 1656 <doctest smpl.functions:1:<module> 2.44% (0.00%) 1× 462->1656 2.44% 1× 1657 <doctest smpl.functions:1:<module> 2.39% (0.00%) 1× 462->1657 2.39% 1× 1658 <doctest smpl.functions:1:<module> 2.94% (0.00%) 1× 462->1658 2.94% 1× 1659 <doctest smpl.functions:1:<module> 2.66% (0.00%) 1× 462->1659 2.66% 1× 1660 <doctest smpl.functions:1:<module> 2.85% (0.00%) 1× 462->1660 2.85% 1× 1661 <doctest smpl.functions:1:<module> 2.71% (0.00%) 1× 462->1661 2.71% 1× 1662 <doctest smpl.functions:1:<module> 3.20% (0.00%) 1× 462->1662 3.20% 1× 2488 <doctest smpl.plot:1:<module> 5.01% (0.00%) 1× 462->2488 5.01% 1× 2566 <doctest smpl.stat:1:<module> 1.95% (0.00%) 1× 462->2566 1.95% 1× 233 ~:0:<method 'items' of 'dict' objects> 0.57% (0.57%) 152359× 239 axis:2128:_get_tick_boxes_siblings 5.19% (0.02%) 52× 311 axis:1269:_update_ticks 15.60% (0.40%) 260× 239->311 2.60% 52× 1184 axis:1312:_get_ticklabel_bboxes 4.75% (0.01%) 104× 239->1184 2.56% 52× 372 axis:1607:get_major_ticks 1.70% (0.02%) 260× 311->372 1.70% 260× 468 axis:2253:getter 2.13% (0.08%) 2132× 311->468 0.18% 260× 825 ticker:696:set_locs 2.71% (0.06%) 520× 311->825 1.28% 260× 941 axis:1498:get_minorticklocs 3.74% (0.13%) 260× 311->941 3.74% 260× 1140 axis:305:set_label1 0.51% (0.06%) 1960× 311->1140 0.51% 1960× 1164 axis:455:update_position 0.76% (0.09%) 997× 311->1164 0.73% 955× 1165 axis:516:update_position 0.79% (0.10%) 1048× 311->1165 0.75% 1005× 1167 axis:1494:get_majorticklocs 3.36% (0.02%) 260× 311->1167 3.36% 260× 1575 ticker:215:format_ticks 1.89% (0.04%) 520× 311->1575 1.89% 520× 1183 axis:1316:<listcomp> 4.73% (0.04%) 104× 1184->1183 4.73% 104× 240 _base:841:_unstale_viewLim 1.88% (0.15%) 2412× 431 _base:844:<dictcomp> 1.07% (0.25%) 2412× 240->431 1.07% 2412× 1211 _base:2809:autoscale_view 0.70% (0.02%) 26× 240->1211 0.70% 26× 431->153 0.63% 4824× 401 _base:2868:handle_single_axis 0.57% (0.04%) 52× 1211->401 0.57% 52× 241 artist:1180:_update_props 3.31% (0.68%) 5985× 928 contextlib:130:__enter__ 1.07% (0.18%) 7403× 241->928 0.71% 5985× 929 contextlib:139:__exit__ 1.12% (0.23%) 7403× 241->929 0.48% 5985× 1450 artist:417:pchanged 1.00% (0.17%) 8675× 241->1450 0.13% 1275× 2121 contextlib:279:helper 0.56% (0.15%) 7403× 241->2121 0.42% 5985× 928->926 0.89% 7403× 929->926 0.89% 7403× 1450->152 0.82% 8675× 251 fromnumeric:69:_wrapreduction 2.67% (0.87%) 15559× 1830 ~:0:<method 'reduce' of 'numpy.ufunc' objects> 3.52% (3.53%) 28378× 251->1830 1.30% 15251× 255 ops:430:f_with_affine_output 10.56% (6.01%) 58383× 255->233 0.16% 58383× 574 ~:0:<built-in method builtins.isinstance> 2.46% (1.76%) 435271× 255->574 0.76% 30083× 632 ops:456:<listcomp> 1.42% (1.16%) 58383× 255->632 1.42% 58383× 648 core:386:__init__ 1.07% (0.78%) 30365× 255->648 1.06% 30060× 1011 abc:117:__instancecheck__ 0.67% (0.34%) 34922× 574->1011 0.67% 34922× 632->574 0.26% 88466× 648->574 0.10% 30365× 257 _mathtext:597:__init__ 0.99% (0.03%) 46× 258 _mathtext:698:__init__ 0.55% (0.04%) 92× 257->258 0.29% 46× 587 font_manager:1201:findfont 1.14% (0.25%) 2521× 257->587 0.17% 552× 258->587 0.35% 1104× 587->560 0.17% 543× 1335 font_manager:1257:<genexpr> 0.61% (0.23%) 15126× 587->1335 0.61% 15126× 264 core:461:error_components 1.48% (0.39%) 8014× 2508 core:435:derivatives 0.95% (0.16%) 8014× 264->2508 0.95% 8014× 269 core:283:expand 0.68% (0.42%) 4000× 2508->269 0.68% 4000× 268 line_profiler:274:show_text 0.63% (0.00%) 5× 268->80 0.63% 14× 270 axis:58:__init__ 3.14% (0.09%) 85× 270->832 2.34% 425× 832->94 7.44% 35× 592 lines:274:__init__ 2.92% (0.36%) 500× 832->592 2.92% 500× 819 patches:48:__init__ 0.51% (0.04%) 112× 832->819 0.51% 112× 1208 offsetbox:718:__init__ 1.62% (0.06%) 257× 832->1208 1.62% 257× 1361 text:132:__init__ 2.15% (0.05%) 497× 832->1361 2.15% 497× 1418 axis:655:__init__ 0.68% (0.01%) 20× 832->1418 0.68% 20× 271 _base:1262:__clear 11.35% (0.02%) 10× 271->832 0.10% 30× 770 axis:777:_set_scale 1.18% (0.02%) 140× 271->770 0.18% 20× 1192 _base:3155:grid 4.24% (0.01%) 61× 271->1192 2.32% 20× 1348 axis:867:clear 2.58% (0.05%) 120× 271->1348 0.43% 20× 1437 axis:1094:set_clip_path 7.14% (0.00%) 20× 271->1437 7.14% 20× 2851 spines:221:clear 0.86% (0.00%) 40× 271->2851 0.86% 40× 1694 scale:103:set_default_locators_and_formatters 1.13% (0.03%) 140× 770->1694 1.13% 140× 1192->59 4.22% 122× 1348->770 0.99% 120× 1347 text:185:_reset_visual_defaults 1.89% (0.17%) 737× 1348->1347 0.62% 240× 1437->371 1.03% 20× 595 artist:778:set_clip_path 6.47% (0.08%) 410× 1437->595 5.64% 20× 2851->1348 0.85% 40× 272 _base:574:__init__ 13.78% (0.02%) 10× 2855 _base:818:_init_axis 1.68% (0.01%) 10× 272->2855 1.68% 10× 2860 _base:1388:clear 11.35% (0.00%) 10× 272->2860 11.35% 10× 1440 spines:208:register_axis 0.86% (0.00%) 40× 2855->1440 0.86% 40× 2860->271 11.35% 10× 278 _base:4331:get_tightbbox 44.94% (0.04%) 26× 829 transforms:649:union 2.03% (0.08%) 338× 278->829 0.25% 26× 914 _base:2937:_update_title_position 0.58% (0.03%) 26× 278->914 0.58% 26× 1143 legend:1024:get_tightbbox 19.29% (0.00%) 24× 278->1143 19.29% 24× 278->1188 17.58% 52× 1231 artist:352:get_tightbbox 6.49% (0.02%) 130× 278->1231 6.49% 130× 1255 text:918:get_window_extent 5.74% (0.30%) 836× 278->1255 0.19% 78× 1776 <__array_function__ internals>:177:amax 1.31% (0.16%) 5723× 829->1776 0.19% 676× 1777 <__array_function__ internals>:177:amin 1.45% (0.17%) 5646× 829->1777 0.21% 676× 914->1255 0.22% 78× 1263 offsetbox:396:get_window_extent 19.29% (0.00%) 24× 1143->1263 19.29% 24× 1188->278 44.94% 26× 312 axis:1321:get_tightbbox 17.58% (0.04%) 52× 1188->312 17.58% 52× 316 spines:142:get_window_extent 9.27% (0.11%) 156× 1231->316 6.12% 104× 1233 patches:603:get_window_extent 0.75% (0.02%) 182× 1231->1233 0.35% 26× 1255->25 3.60% 594× 1255->1591 0.14% 242× 1255->928 0.18% 836× 1255->929 0.14% 836× 1516 transforms:1475:transform 1.30% (0.14%) 1360× 1255->1516 0.64% 576× 282 core:494:std_dev 2.12% (0.31%) 8014× 282->264 1.48% 8014× 945 ~:0:<built-in method builtins.sum> 6.39% (0.19%) 8537× 282->945 0.28% 8014× 1147 legend:1140:<genexpr> 5.39% (0.07%) 2075× 945->1147 5.39% 2075× 1148 legend:1144:<genexpr> 0.65% (0.04%) 2075× 945->1148 0.65% 2075× 297 doctest:1857:run 47.50% (0.00%) 36× 398 doctest:1439:run 47.49% (0.02%) 36× 297->398 47.49% 36× 452 doctest:1293:__run 46.93% (0.04%) 36× 398->452 46.93% 36× 1152 legend_handler:286:create_artists 3.59% (0.06%) 201× 1155->1152 3.59% 201× 372->1427 1.14% 25× 1399 axis:1577:_copy_tick_props 0.54% (0.00%) 25× 372->1399 0.54% 25× 468->463 2.03% 4160× 414 ticker:705:_compute_offset 0.80% (0.24%) 520× 825->414 0.80% 520× 826 ticker:744:_set_order_of_magnitude 0.63% (0.21%) 520× 825->826 0.63% 520× 827 ticker:778:_set_format 1.21% (0.37%) 520× 825->827 1.21% 520× 941->468 0.19% 260× 1775 <__array_function__ internals>:177:isclose 1.00% (0.02%) 417× 941->1775 0.68% 260× 1204 ticker:2134:__call__ 5.93% (0.07%) 520× 941->1204 2.59% 260× 1243 artist:319:stale 2.96% (1.50%) 64187× 1140->1243 0.43% 1960× 1164->1243 0.24% 997× 1165->1243 0.25% 1048× 1167->1204 3.34% 260× 1575->825 1.43% 260× 312->311 5.18% 52× 312->1184 2.19% 52× 312->829 0.41% 52× 312->1255 0.52% 52× 1199 axis:2343:_update_label_position 4.38% (0.01%) 26× 312->1199 4.38% 26× 1200 axis:2604:_update_label_position 4.42% (0.01%) 26× 312->1200 4.42% 26× 1199->239 2.56% 26× 1199->829 0.21% 26× 1199->316 1.58% 26× 1200->239 2.62% 26× 1200->829 0.22% 26× 1200->316 1.56% 26× 314 _base:2295:add_line 0.62% (0.01%) 44× 314->595 0.23% 44× 1230 patches:262:get_transform 6.25% (0.03%) 370× 595->1230 6.12% 188× 316->311 7.83% 156× 316->829 0.67% 156× 316->1233 0.40% 156× 1233->1230 0.14% 182× 822 path:603:get_extents 0.59% (0.06%) 182× 1233->822 0.59% 182× 324 runner:118:runtestprotocol 99.71% (0.02%) 42× 2002 runner:226:call_and_report 99.69% (0.04%) 126× 324->2002 99.69% 126× 2002->166 0.63% 252× 1006 runner:319:from_call 98.96% (0.03%) 126× 2002->1006 98.96% 126× 331 legend:1114:_find_best_position 7.32% (0.06%) 24× 331->1591 0.15% 210× 331->945 6.10% 372× 828 transforms:580:count_contains 5.54% (1.98%) 2075× 331->828 0.24% 186× 1615 transforms:333:min 0.64% (0.07%) 2041× 828->1615 0.64% 2041× 1616 transforms:338:max 0.59% (0.07%) 2041× 828->1616 0.59% 2041× 1717 ~:0:<method 'all' of 'numpy.ndarray' objects> 1.35% (0.05%) 2120× 828->1717 1.34% 2041× 348 fit:312:_fit_curvefit 0.95% (0.01%) 21× 444 _minpack_py:533:curve_fit 0.84% (0.02%) 21× 348->444 0.84% 21× 706 _minpack_py:279:leastsq 0.75% (0.02%) 21× 444->706 0.75% 21× 1413 axis:416:__init__ 2.06% (0.02%) 42× 1427->1413 2.06% 42× 1414 axis:477:__init__ 2.09% (0.02%) 43× 1427->1414 2.09% 43× 1398 lines:1334:update_from 2.04% (0.04%) 276× 1399->1398 0.49% 75× 452->462 46.75% 98× 407 numeric:2359:within_tol 0.56% (0.20%) 417× 414->468 0.37% 520× 440 offsetbox:298:get_offset 7.34% (0.00%) 24× 1117 legend:691:_findoffset 7.33% (0.01%) 24× 440->1117 7.33% 24× 1117->331 7.32% 24× 2491 ~:0:<built-in method scipy.optimize._minpack._lmdif> 0.60% (0.02%) 21× 706->2491 0.60% 21× 1055 plot:495:function 57.52% (0.04%) 30× 1038->1055 1.32% 1× 1648->1055 1.69% 1× 1649->1055 2.39% 1× 1650->1055 2.12% 1× 1651->1055 2.55% 1× 1652->1055 2.24% 1× 1653->1055 1.98% 1× 1654->1055 3.04% 1× 1655->1055 2.31% 1× 1656->1055 2.44% 1× 1657->1055 2.39% 1× 1658->1055 2.94% 1× 1659->1055 2.66% 1× 1660->1055 2.85% 1× 1661->1055 2.71% 1× 1662->1055 3.20% 1× 712 plot:241:fit 28.14% (0.03%) 5× 2488->712 5.01% 1× 1874 stat:492:is_monotone 1.99% (0.00%) 3× 2566->1874 1.95% 1× 1288->240 1.88% 2256× 464 printer:294:_print 0.52% (0.04%) 303× 465 layout_engine:164:execute 45.87% (0.01%) 39× 465->212 45.40% 39× 473 markers:327:_set_marker 2.25% (0.14%) 946× 473->123 1.77% 276× 477 transforms:1780:__eq__ 0.69% (0.16%) 1228× 1790 <__array_function__ internals>:177:all 0.75% (0.08%) 2297× 477->1790 0.43% 1228× 1675 ~:0:<built-in method numpy.core._multiarray_umath.implement_array_function> 8.08% (1.02%) 32788× 1790->1675 0.65% 2297× 479 fromnumeric:38:_wrapit 1.01% (0.29%) 3080× 480 fromnumeric:51:_wrapfunc 1.58% (0.26%) 5534× 480->479 1.01% 3080× 509 _odrpack:1074:run 0.86% (0.01%) 16× 2777 ~:0:<built-in method _odrpack.odr> 0.84% (0.05%) 16× 509->2777 0.84% 16× 2504 fit:343:<lambda> 0.82% (0.04%) 574× 2777->2504 0.79% 558× 998 pytest_line_profiler_apn:12:get_stats 0.65% (0.00%) 5× 511->998 0.65% 5× 511->2004 14.12% 5× 2807 line_profiler:167:runcall 19.53% (0.00%) 5× 511->2807 19.53% 5× 2806 line_profiler:144:print_stats 0.65% (0.02%) 5× 998->2806 0.65% 5× 2004->166 49.20% 11× 2807->2004 19.52% 5× 1663->712 23.13% 4× 1663->1055 3.13% 2× 1664->1055 15.55% 12× 2729 test_fit_algos:71:_test_fit_algos 6.93% (0.00%) 2× 2730->2729 6.93% 2× 557 ~:0:<built-in method builtins.hash> 0.72% (0.13%) 13153× 557->559 0.62% 4842× 560->557 0.69% 4842× 570 transforms:194:set_children 5.89% (5.86%) 2665× 582 figure:3511:tight_layout 45.92% (0.01%) 39× 582->465 45.87% 39× 583 _base:241:__call__ 0.64% (0.01%) 88× 583->60 0.60% 44× 1687 __init__:729:__getitem__ 2.07% (1.07%) 55099× 1335->1687 0.39% 12605× 1271 artist:180:__init__ 1.05% (0.51%) 2075× 592->1271 0.25% 500× 1378 markers:228:__init__ 2.46% (0.06%) 946× 592->1378 0.40% 500× 1478 artist:1216:_internal_update 2.99% (0.10%) 5452× 592->1478 0.46% 500× 592->1687 0.12% 4028× 1271->1687 0.19% 4150× 1378->473 2.25% 946× 1478->241 2.89% 5452× 1687->143 1.00% 55099× 600 transforms:1343:__add__ 6.18% (0.05%) 1847× 1230->600 5.62% 370× 1309 patches:742:get_patch_transform 0.57% (0.06%) 214× 1230->1309 0.57% 214× 605 transforms:2511:composite_transform_factory 6.12% (0.08%) 1847× 600->605 6.12% 1847× 1525 transforms:2355:__init__ 5.86% (0.12%) 1212× 605->1525 5.86% 1212× 601 transforms:1421:__sub__ 0.97% (0.11%) 520× 601->477 0.55% 1040× 601->600 0.20% 520× 602 transforms:1851:transform_affine 0.50% (0.16%) 3495× 1525->570 5.71% 1212× 610 plot:445:__function 11.73% (0.08%) 35× 1072 wrap:91:<lambda> 1.46% (0.00%) 60× 610->1072 1.46% 60× 1409 plot:436:plt_plt 1.05% (0.00%) 35× 610->1409 1.05% 35× 2246 core:86:nominal_values 2.92% (0.11%) 2772× 610->2246 0.31% 13× 2247 core:103:std_devs 2.43% (0.01%) 155× 610->2247 2.35% 8× 2515 plot:796:fitted 8.50% (0.00%) 19× 610->2515 6.24% 14× 1122 pyplot:2810:plot 1.33% (0.01%) 44× 1409->1122 1.05% 35× 2238 function_base:2301:__call__ 8.49% (0.23%) 5018× 2246->2238 2.77% 2772× 2247->2238 2.42% 155× 636 core:776:_parseNoCache 7.18% (0.94%) 9846× 2212 core:287:wrapper 6.84% (0.03%) 662× 636->2212 6.84% 184× 2220 core:4108:parseImpl 5.87% (0.20%) 902× 636->2220 5.87% 132× 2222 core:5200:parseImpl 5.93% (0.05%) 902× 636->2222 5.93% 132× 2223 core:4779:parseImpl 6.50% (0.04%) 353× 636->2223 6.01% 46× 2224 core:4889:parseImpl 6.50% (0.00%) 88× 636->2224 6.50% 46× 2225 core:4956:parseImpl 4.05% (0.03%) 429× 636->2225 4.05% 186× 2226 core:3861:parseImpl 7.10% (0.19%) 3127× 636->2226 7.10% 46× 2212->14 0.65% 92× 2213 _mathtext:1994:math_string 6.12% (0.00%) 46× 2212->2213 6.12% 46× 637 core:909:_parseCache 7.22% (1.21%) 10200× 2220->637 5.83% 622× 2221 core:4373:parseImpl 5.93% (0.03%) 902× 2222->2221 5.93% 132× 2223->637 6.49% 92× 2224->2223 6.50% 46× 2225->637 4.04% 186× 2226->637 7.09% 138× 637->636 7.18% 46× 844 util:111:set_ 0.63% (0.41%) 9846× 637->844 0.63% 9846× 710 core:855:nominal_value 1.28% (0.96%) 107016× 710->574 0.27% 107016× 711 core:871:std_dev 2.31% (0.16%) 8799× 711->282 2.12% 8008× 1665 plot:327:_fit_impl 28.10% (0.01%) 5× 712->1665 28.10% 5× 1056 plot:808:init_plot 5.11% (0.01%) 35× 1665->1056 3.49% 5× 1057 plot:841:save_plot 55.35% (0.01%) 39× 1665->1057 3.32% 5× 1066 plot:789:plt_fit 11.89% (0.01%) 5× 1665->1066 11.89% 5× 1077 plot:534:plt_residue 9.20% (0.00%) 4× 1665->1077 9.20% 4× 1696 ticker:427:__init__ 0.53% (0.02%) 140× 1694->1696 0.53% 140× 773 figure:529:add_axes 12.30% (0.00%) 8× 773->272 12.28% 8× 812 _axes:197:legend 7.52% (0.01%) 35× 812->832 7.44% 35× 815 offsetbox:796:get_bbox 10.92% (0.08%) 181× 815->25 9.91% 181× 815->1591 0.11% 181× 1043 backend_agg:221:get_text_width_height_descent 9.65% (0.05%) 265× 815->1043 0.73% 181× 1332 mathtext:210:parse 8.74% (0.01%) 46× 1043->1332 8.74% 46× 1520 transforms:1596:transform_path 0.59% (0.01%) 388× 822->1520 0.24% 182× 1521 transforms:1605:transform_path_affine 0.51% (0.02%) 388× 1520->1521 0.51% 388× 826->468 0.31% 520× 1615->1777 0.56% 2041× 1616->1776 0.50% 2041× 1835 _methods:61:_all 1.33% (0.04%) 2428× 1717->1835 1.30% 2120× 1776->1675 1.12% 5723× 1777->1675 1.24% 5646× 1208->832 1.01% 257× 1208->600 0.11% 257× 1272 offsetbox:217:__init__ 0.99% (0.06%) 806× 1208->1272 0.30% 257× 1361->213 0.62% 497× 1361->1271 0.21% 497× 1361->1347 1.27% 497× 1418->832 0.19% 40× 1418->1348 0.44% 20× 886 stat:450:get_domain 2.01% (0.11%) 78× 886->2246 1.39% 78× 886->886 1.92% 1× 886->1775 0.30% 153× 1775->1675 0.97% 417× 903 figure:643:add_subplot 1.50% (0.00%) 2× 903->272 1.49% 2× 916 ticker:2074:_raw_ticks 4.43% (0.56%) 520× 1189 axis:2523:get_tick_space 1.38% (0.10%) 260× 916->1189 1.38% 260× 1190 axis:2782:get_tick_space 1.33% (0.10%) 260× 916->1190 1.33% 260× 1788 <__array_function__ internals>:177:clip 0.66% (0.03%) 624× 916->1788 0.60% 520× 1189->148 0.29% 260× 1189->601 0.50% 260× 1517 transforms:474:transformed 0.71% (0.13%) 520× 1189->1517 0.36% 260× 1190->148 0.29% 260× 1190->601 0.47% 260× 1190->1517 0.35% 260× 1788->1675 0.63% 624× 1204->468 1.07% 520× 1568 ticker:2138:tick_values 4.79% (0.06%) 520× 1204->1568 4.79% 520× 1147->828 5.30% 1889× 1502 path:653:intersects_bbox 0.61% (0.10%) 1889× 1148->1502 0.61% 1889× 2806->268 0.63% 5× 2013 runner:242:<lambda> 98.92% (0.01%) 126× 1006->2013 98.92% 126× 2013->166 98.91% 126× 1055->114 1.38% 30× 1055->1056 1.62% 30× 1055->1057 51.93% 30× 1647 plot:410:_function 2.41% (0.01%) 30× 1055->1647 2.41% 30× 1044 mathtext:228:_parse_cached 8.72% (0.02%) 46× 1332->1044 8.72% 46× 1044->257 0.99% 46× 2204 _mathtext:1957:parse 7.28% (0.01%) 46× 1044->2204 7.28% 46× 2151 core:1076:parse_string 7.23% (0.01%) 92× 2204->2151 7.23% 46× 1045->1043 8.92% 84× 1050 offsetbox:474:_get_bbox_and_child_offsets 11.92% (0.03%) 48× 1261 offsetbox:485:<listcomp> 11.85% (0.01%) 48× 1050->1261 11.85% 24× 1237 offsetbox:365:get_bbox 11.92% (0.02%) 253× 1261->1237 11.85% 24× 1051 offsetbox:506:_get_bbox_and_child_offsets 11.85% (0.14%) 205× 1051->1591 0.12% 205× 1207 offsetbox:512:<listcomp> 11.78% (0.02%) 205× 1051->1207 11.78% 24× 1207->815 10.92% 181× 1207->1237 11.78% 24× 1056->773 3.38% 4× 1405 pyplot:3089:xlabel 1.59% (0.00%) 18× 1056->1405 1.59% 18× 1123 pyplot:2708:legend 7.54% (0.00%) 35× 1057->1123 7.54% 35× 1213 pyplot:2614:grid 1.93% (0.00%) 41× 1057->1213 1.87% 39× 1259 pyplot:2347:tight_layout 45.93% (0.00%) 39× 1057->1259 45.93% 39× 1647->610 2.40% 30× 1249 pyplot:2307:gca 1.59% (0.01%) 160× 1405->1249 1.55% 18× 1123->812 7.52% 35× 1213->1192 1.92% 41× 1259->582 45.92% 39× 1059 fit:195:_wrapped_func 3.86% (0.31%) 2459× 1059->2246 1.09% 2459× 1064 plot:719:plt_fit_or_interpolate 11.66% (0.02%) 5× 1064->610 9.33% 5× 1064->2515 2.26% 5× 1066->1064 11.66% 5× 1077->773 8.92% 4× 1077->1057 0.10% 4× 1078 fit:130:fit 6.94% (0.03%) 53× 1078->348 0.95% 21× 2145 fit:273:_fit_minuit_leastsquares 4.57% (0.01%) 16× 1078->2145 4.57% 16× 2507 fit:342:_fit_odr 0.98% (0.01%) 16× 1078->2507 0.98% 16× 2737 minuit:747:migrad 3.85% (0.01%) 16× 2145->2737 3.85% 16× 2507->509 0.86% 16× 1114 legend_handler:87:update_prop 2.03% (0.02%) 222× 1114->595 0.12% 222× 1150 legend_handler:78:_update_prop 1.56% (0.01%) 201× 1114->1150 1.56% 201× 1151 legend_handler:84:_default_update_prop 1.55% (0.01%) 201× 1150->1151 1.55% 201× 1121 _axes:1443:plot 1.31% (0.01%) 44× 1121->314 0.62% 44× 1121->583 0.64% 88× 1122->1121 1.31% 44× 1242 figure:68:_stale_figure_callback 0.98% (0.15%) 7855× 1243->1242 0.98% 7855× 1411 artist:103:_stale_axes_callback 1.67% (0.30%) 9270× 1243->1411 1.67% 9270× 1491 pyplot:872:_auto_draw_if_interactive 0.56% (0.14%) 7872× 1243->1491 0.56% 7872× 1263->1237 11.92% 24× 1269 offsetbox:54:get_offset 7.35% (0.00%) 24× 1263->1269 7.35% 24× 1151->1398 1.55% 201× 1398->1378 1.90% 276× 1152->832 1.16% 201× 1152->1114 1.95% 201× 1183->1255 4.68% 576× 1517->1516 0.42% 520× 1585 transforms:754:__init__ 1.17% (0.58%) 5462× 1517->1585 0.12% 520× 1568->916 4.43% 520× 1237->1050 11.92% 24× 1237->1051 11.85% 24× 1272->1271 0.45% 806× 1272->1478 0.32% 806× 1242->1243 0.83% 7855× 1411->1243 1.28% 9270× 1246 figure:1649:gca 1.52% (0.01%) 160× 1246->903 1.50% 2× 1249->1246 1.52% 160× 1542 transforms:2421:transform_affine 0.97% (0.06%) 1360× 1516->1542 0.97% 1360× 1269->440 7.34% 24× 1329->122 1.01% 3069× 1330 text:1307:set_fontproperties 0.74% (0.05%) 772× 1330->1329 0.30% 772× 1347->1330 0.72% 737× 1479->154 0.97% 4091× 1479->1478 2.11% 4091× 1413->1412 0.35% 210× 1413->270 1.56% 42× 1414->1412 0.36% 215× 1414->270 1.58% 43× 1440->1348 0.86% 40× 1486 _mathtext:303:_get_info 0.84% (0.11%) 507× 1546 transforms:2444:get_affine 0.94% (0.24%) 2088× 1542->1546 0.76% 1360× 1521->1546 0.17% 232× 1546->1533 0.28% 2088× 1546->1546 0.21% 418× 1587->1585 0.42% 2123× 1784 <__array_function__ internals>:177:reshape 0.73% (0.08%) 2165× 1587->1784 0.73% 2123× 1784->1675 0.63% 2165× 1765 numeric:2278:isclose 0.95% (0.09%) 417× 1675->1765 0.95% 417× 1841 fromnumeric:198:reshape 0.58% (0.06%) 2165× 1675->1841 0.58% 2165× 1844 fromnumeric:2111:clip 0.61% (0.03%) 624× 1675->1844 0.61% 624× 1852 fromnumeric:2432:all 0.59% (0.10%) 2297× 1675->1852 0.59% 2297× 1853 fromnumeric:2703:amax 1.02% (0.19%) 5723× 1675->1853 1.02% 5723× 1854 fromnumeric:2829:amin 1.14% (0.20%) 5646× 1675->1854 1.14% 5646× 1765->407 0.56% 417× 1765->1790 0.25% 834× 1841->480 0.52% 2165× 1844->480 0.58% 624× 1852->251 0.49% 2297× 1853->251 0.84% 5723× 1854->251 0.95% 5646× 1835->1830 1.28% 2428× 1764 ~:0:<built-in method numpy.asanyarray> 0.55% (0.56%) 22452× 1767 function_base:2400:_vectorize_call 8.26% (1.45%) 5018× 1767->255 2.39% 28300× 1767->710 1.28% 107016× 1767->711 2.31% 8799× 1767->1764 0.22% 5018× 1827 _ufunc_config:33:seterr 0.74% (0.34%) 4922× 1874->886 1.98% 2× 1897->297 47.50% 36× 2003 runner:110:pytest_runtest_protocol 100.00% (0.01%) 42× 2003->166 0.11% 84× 2003->324 99.71% 42× 2757 minuit:2924:_robust_low_level_fit 3.80% (0.18%) 16× 2737->2757 3.80% 16× 2151->637 7.22% 46× 2162 functions:29:line 6.32% (0.27%) 38× 2162->255 6.05% 22037× 2163 functions:23:linear 2.23% (0.13%) 398× 2163->255 2.11% 8022× 2169 _mathtext:182:get_metrics 0.80% (0.03%) 609× 2169->1486 0.78% 463× 2170 _mathtext:1007:_update_metrics 0.80% (0.03%) 534× 2170->2169 0.77% 534× 2180 _mathtext:992:__init__ 0.86% (0.04%) 536× 2180->2170 0.80% 534× 2213->2151 6.12% 46× 2221->637 5.92% 132× 2238->1767 8.26% 5018× 2240 functions:81:exponential 2.51% (0.46%) 2052× 2240->2238 2.05% 2052× 2499 test_fit_algos:11:_test_fit_linear 1.09% (0.01%) 24× 2499->1078 1.07% 24× 2500 test_fit_algos:30:_test_fit_exponential 5.73% (0.01%) 24× 2500->1078 5.71% 24× 2502 cost:2275:_pred 2.74% (0.13%) 1492× 2502->1059 2.51% 1492× 2504->1059 0.78% 574× 2529 cost:230:chi2 0.94% (0.10%) 1492× 2614 test_fit_algos:50:_test_fit 6.93% (0.01%) 6× 2614->2499 1.09% 24× 2614->2500 5.73% 24× 2729->2614 6.93% 6× 2745 cost:617:__call__ 3.92% (0.06%) 1492× 2757->2745 3.62% 1372× 2744 cost:2287:_value 3.84% (0.16%) 1492× 2744->2502 2.74% 1492× 2744->2529 0.94% 1492× 2745->2744 3.84% 1492×