Datasets:

Modalities:
Image
Libraries:
Datasets
tokenizers-bench / python-baseline.json
ArthurZ's picture
ArthurZ HF Staff
Upload python-baseline.json with huggingface_hub
7e3dcb8 verified
Raw
History Blame Contribute Delete
50.2 kB
{
"machine_info": {
"node": "aws-general-8-plus-use1-public-80-xv5jv-runner-cxwrr",
"processor": "x86_64",
"machine": "x86_64",
"python_compiler": "GCC 13.3.0",
"python_implementation": "CPython",
"python_implementation_version": "3.12.3",
"python_version": "3.12.3",
"python_build": [
"main",
"Mar 23 2026 19:04:32"
],
"release": "6.12.92-122.166.amzn2023.x86_64",
"system": "Linux",
"cpu": {
"python_version": "3.12.3.final.0 (64 bit)",
"cpuinfo_version": [
9,
0,
0
],
"cpuinfo_version_string": "9.0.0",
"arch": "X86_64",
"bits": 64,
"count": 64,
"arch_string_raw": "x86_64",
"vendor_id_raw": "GenuineIntel",
"brand_raw": "Intel(R) Xeon(R) Platinum 8375C CPU @ 2.90GHz",
"hz_advertised_friendly": "2.9000 GHz",
"hz_actual_friendly": "3.5018 GHz",
"hz_advertised": [
2900000000,
0
],
"hz_actual": [
3501756000,
0
],
"stepping": 6,
"model": 106,
"family": 6,
"flags": [
"3dnowprefetch",
"abm",
"adx",
"aes",
"aperfmperf",
"apic",
"arat",
"arch_capabilities",
"arch_perfmon",
"avx",
"avx2",
"avx512_bitalg",
"avx512_vbmi2",
"avx512_vnni",
"avx512_vpopcntdq",
"avx512bitalg",
"avx512bw",
"avx512cd",
"avx512dq",
"avx512f",
"avx512ifma",
"avx512vbmi",
"avx512vbmi2",
"avx512vl",
"avx512vnni",
"avx512vpopcntdq",
"bmi1",
"bmi2",
"clflush",
"clflushopt",
"clwb",
"cmov",
"constant_tsc",
"cpuid",
"cpuid_fault",
"cx16",
"cx8",
"de",
"erms",
"f16c",
"flush_l1d",
"fma",
"fpu",
"fsgsbase",
"fxsr",
"gfni",
"ht",
"hypervisor",
"ibpb",
"ibrs",
"ibrs_enhanced",
"ida",
"invpcid",
"lahf_lm",
"lm",
"mca",
"mce",
"md_clear",
"mmx",
"monitor",
"movbe",
"msr",
"mtrr",
"nonstop_tsc",
"nopl",
"nx",
"ospke",
"osxsave",
"pae",
"pat",
"pcid",
"pclmulqdq",
"pdpe1gb",
"pge",
"pku",
"pni",
"popcnt",
"pse",
"pse36",
"rdpid",
"rdrand",
"rdrnd",
"rdseed",
"rdtscp",
"rep_good",
"sep",
"sha",
"sha_ni",
"smap",
"smep",
"ss",
"ssbd",
"sse",
"sse2",
"sse4_1",
"sse4_2",
"ssse3",
"stibp",
"syscall",
"tme",
"tsc",
"tsc_adjust",
"tsc_deadline_timer",
"tsc_known_freq",
"tscdeadline",
"vaes",
"vme",
"vpclmulqdq",
"wbnoinvd",
"x2apic",
"xgetbv1",
"xsave",
"xsavec",
"xsaveopt",
"xsaves",
"xtopology"
],
"l3_cache_size": 56623104,
"l2_cache_size": 41943040,
"l1_data_cache_size": "1.5 MiB",
"l1_instruction_cache_size": 1048576,
"l2_cache_line_size": 256,
"l2_cache_associativity": 6
}
},
"commit_info": {
"id": "05741122105911e14dbe307c8f640c757fa97779",
"time": "2026-07-09T12:27:08+02:00",
"author_time": "2026-07-09T03:27:08-07:00",
"dirty": false,
"project": "tokenizers",
"branch": "main"
},
"benchmarks": [
{
"group": null,
"name": "test_encode",
"fullname": "tests/test_benchmarks.py::TestBPEGPT2::test_encode",
"params": null,
"param": null,
"extra_info": {},
"options": {
"disable_gc": false,
"timer": "perf_counter",
"min_rounds": 15,
"max_time": 1.0,
"min_time": 5e-06,
"warmup": false
},
"stats": {
"min": 2.151717867998741,
"max": 2.1813859719986795,
"mean": 2.1683452075999714,
"stddev": 0.007601198640274659,
"rounds": 15,
"median": 2.1691265770004975,
"iqr": 0.009973571498903766,
"q1": 2.1628923705006855,
"q3": 2.1728659419995893,
"iqr_outliers": 0,
"stddev_outliers": 4,
"outliers": "4;0",
"ld15iqr": 2.151717867998741,
"hd15iqr": 2.1813859719986795,
"ops": 0.4611811793136241,
"total": 32.52517811399957,
"data": [
2.178259715999957,
2.1688262249990657,
2.1712941369987675,
2.170084190000125,
2.1692136990004656,
2.173389876999863,
2.1813859719986795,
2.1756705710013193,
2.162305063000531,
2.1691265770004975,
2.168242296000244,
2.151717867998741,
2.163655413000015,
2.1593684870003926,
2.162638023000909
],
"iterations": 1
}
},
{
"group": null,
"name": "test_encode_batch",
"fullname": "tests/test_benchmarks.py::TestBPEGPT2::test_encode_batch",
"params": null,
"param": null,
"extra_info": {},
"options": {
"disable_gc": false,
"timer": "perf_counter",
"min_rounds": 15,
"max_time": 1.0,
"min_time": 5e-06,
"warmup": false
},
"stats": {
"min": 0.5133989650003059,
"max": 0.5248492390001047,
"mean": 0.5208690989333263,
"stddev": 0.0028126627824074236,
"rounds": 15,
"median": 0.5212722850010323,
"iqr": 0.003353970499119896,
"q1": 0.5194888872497359,
"q3": 0.5228428577488557,
"iqr_outliers": 1,
"stddev_outliers": 4,
"outliers": "4;1",
"ld15iqr": 0.5176744399996096,
"hd15iqr": 0.5248492390001047,
"ops": 1.919868162745444,
"total": 7.813036483999895,
"data": [
0.5194891669998469,
0.5230375889987045,
0.5212211399993976,
0.5231078600008914,
0.5133989650003059,
0.5194887939996988,
0.5222586639993096,
0.5248492390001047,
0.5236987090011098,
0.5221603690006305,
0.520665863999966,
0.5212722850010323,
0.5176744399996096,
0.5215656300006231,
0.5191477689986641
],
"iterations": 1
}
},
{
"group": null,
"name": "test_encode_batch_multithreaded",
"fullname": "tests/test_benchmarks.py::TestBPEGPT2::test_encode_batch_multithreaded",
"params": null,
"param": null,
"extra_info": {},
"options": {
"disable_gc": false,
"timer": "perf_counter",
"min_rounds": 15,
"max_time": 1.0,
"min_time": 5e-06,
"warmup": false
},
"stats": {
"min": 0.5078439659992,
"max": 0.5401352949993452,
"mean": 0.5204826962667236,
"stddev": 0.006540527503500792,
"rounds": 15,
"median": 0.5190326690008078,
"iqr": 0.0039907622499413264,
"q1": 0.5183711609997772,
"q3": 0.5223619232497185,
"iqr_outliers": 2,
"stddev_outliers": 2,
"outliers": "2;2",
"ld15iqr": 0.5174220600001718,
"hd15iqr": 0.5401352949993452,
"ops": 1.921293459269097,
"total": 7.807240444000854,
"data": [
0.5199153930007014,
0.5190326690008078,
0.5078439659992,
0.5186936919999425,
0.518780444001095,
0.5401352949993452,
0.5229075589995773,
0.5184821220009326,
0.5174220600001718,
0.5207250160001422,
0.5183341739993921,
0.518188549000115,
0.5203138919987396,
0.5234222960007173,
0.5230433169999742
],
"iterations": 1
}
},
{
"group": null,
"name": "test_encode",
"fullname": "tests/test_benchmarks.py::TestLlama3::test_encode",
"params": null,
"param": null,
"extra_info": {},
"options": {
"disable_gc": false,
"timer": "perf_counter",
"min_rounds": 15,
"max_time": 1.0,
"min_time": 5e-06,
"warmup": false
},
"stats": {
"min": 2.4186401039987686,
"max": 2.460849535000307,
"mean": 2.440322533533375,
"stddev": 0.013625152726236676,
"rounds": 15,
"median": 2.44074625400026,
"iqr": 0.026518519749970437,
"q1": 2.4260982675000378,
"q3": 2.452616787250008,
"iqr_outliers": 0,
"stddev_outliers": 7,
"outliers": "7;0",
"ld15iqr": 2.4186401039987686,
"hd15iqr": 2.460849535000307,
"ops": 0.40978189819527133,
"total": 36.60483800300062,
"data": [
2.456811600000947,
2.4431016279995674,
2.4186401039987686,
2.423034148001534,
2.430251922000025,
2.455655278999984,
2.460849535000307,
2.44074625400026,
2.424713716000042,
2.451672144999975,
2.4405721969997103,
2.442576253999505,
2.424394255000152,
2.4529316680000193,
2.438887297999827
],
"iterations": 1
}
},
{
"group": null,
"name": "test_encode_batch",
"fullname": "tests/test_benchmarks.py::TestLlama3::test_encode_batch",
"params": null,
"param": null,
"extra_info": {},
"options": {
"disable_gc": false,
"timer": "perf_counter",
"min_rounds": 15,
"max_time": 1.0,
"min_time": 5e-06,
"warmup": false
},
"stats": {
"min": 0.5836659629985661,
"max": 0.6186255759985215,
"mean": 0.5987464498664242,
"stddev": 0.010155112806672494,
"rounds": 15,
"median": 0.597055532000013,
"iqr": 0.014596842001083132,
"q1": 0.5899605422496279,
"q3": 0.604557384250711,
"iqr_outliers": 0,
"stddev_outliers": 5,
"outliers": "5;0",
"ld15iqr": 0.5836659629985661,
"hd15iqr": 0.6186255759985215,
"ops": 1.6701560405461984,
"total": 8.981196747996364,
"data": [
0.6186255759985215,
0.6118737600008899,
0.5934323410001525,
0.588803275999453,
0.6120923739999853,
0.5868305669991969,
0.597055532000013,
0.5940081779990578,
0.5836659629985661,
0.5966043200005515,
0.5887052829984896,
0.604624801000682,
0.604355134000798,
0.5998624010007916,
0.6006572419992153
],
"iterations": 1
}
},
{
"group": null,
"name": "test_encode_fast",
"fullname": "tests/test_benchmarks.py::TestLlama3::test_encode_fast",
"params": null,
"param": null,
"extra_info": {},
"options": {
"disable_gc": false,
"timer": "perf_counter",
"min_rounds": 15,
"max_time": 1.0,
"min_time": 5e-06,
"warmup": false
},
"stats": {
"min": 0.4728207010011829,
"max": 0.5057579319982324,
"mean": 0.48403190306671606,
"stddev": 0.009157250136331967,
"rounds": 15,
"median": 0.48198779999984254,
"iqr": 0.01349291175029066,
"q1": 0.4776443880000443,
"q3": 0.49113729975033493,
"iqr_outliers": 0,
"stddev_outliers": 5,
"outliers": "5;0",
"ld15iqr": 0.4728207010011829,
"hd15iqr": 0.5057579319982324,
"ops": 2.0659795225567312,
"total": 7.260478546000741,
"data": [
0.4834226700004365,
0.4926601160004793,
0.48583795400008967,
0.47756592400037334,
0.47747875900131476,
0.48198779999984254,
0.4781642629986891,
0.4784418019989971,
0.47394845800045005,
0.49404594900079246,
0.48656885099990177,
0.5057579319982324,
0.4728207010011829,
0.47787977999905706,
0.4938975870009017
],
"iterations": 1
}
},
{
"group": null,
"name": "test_encode_batch_multithreaded",
"fullname": "tests/test_benchmarks.py::TestLlama3::test_encode_batch_multithreaded",
"params": null,
"param": null,
"extra_info": {},
"options": {
"disable_gc": false,
"timer": "perf_counter",
"min_rounds": 15,
"max_time": 1.0,
"min_time": 5e-06,
"warmup": false
},
"stats": {
"min": 0.5787280770000507,
"max": 0.6260703539992392,
"mean": 0.6092529469335811,
"stddev": 0.013920124699319279,
"rounds": 15,
"median": 0.6102243010009261,
"iqr": 0.009607983249679819,
"q1": 0.6082654215006187,
"q3": 0.6178734047502985,
"iqr_outliers": 2,
"stddev_outliers": 5,
"outliers": "5;2",
"ld15iqr": 0.6003757259986742,
"hd15iqr": 0.6260703539992392,
"ops": 1.6413543915266724,
"total": 9.138794204003716,
"data": [
0.624115859000085,
0.5809581940011412,
0.6084541529999115,
0.6097967810001137,
0.6188246199999412,
0.6249720100004197,
0.6260703539992392,
0.6150197590013704,
0.6088398530009727,
0.6103049169996666,
0.5787280770000507,
0.6139070890003495,
0.6082025110008544,
0.6003757259986742,
0.6102243010009261
],
"iterations": 1
}
},
{
"group": null,
"name": "test_decode_batch",
"fullname": "tests/test_benchmarks.py::TestLlama3::test_decode_batch",
"params": null,
"param": null,
"extra_info": {},
"options": {
"disable_gc": false,
"timer": "perf_counter",
"min_rounds": 15,
"max_time": 1.0,
"min_time": 5e-06,
"warmup": false
},
"stats": {
"min": 0.0027704679996531922,
"max": 0.003020718999323435,
"mean": 0.002833564374503777,
"stddev": 2.8019235495748408e-05,
"rounds": 331,
"median": 0.0028313999991951277,
"iqr": 2.6314000479032984e-05,
"q1": 0.0028191674996378424,
"q3": 0.0028454815001168754,
"iqr_outliers": 14,
"stddev_outliers": 81,
"outliers": "81;14",
"ld15iqr": 0.002780422000796534,
"hd15iqr": 0.0028855429991381243,
"ops": 352.91239860224573,
"total": 0.9379098079607502,
"data": [
0.0029703050004172837,
0.0028989070015086327,
0.002899008999520447,
0.0029104310015100054,
0.0028527799986477476,
0.0028942789995198837,
0.0028855429991381243,
0.002862173998437356,
0.002864394999051001,
0.0027829129994643154,
0.002822163000018918,
0.0028124500004196307,
0.0028479690008680336,
0.003020718999323435,
0.0029665340007341,
0.002903172000515042,
0.002867683999284054,
0.0028740859997924417,
0.0028763139998773113,
0.0028827180012740428,
0.0028585519994521746,
0.0028622339996218216,
0.002839793000021018,
0.002872326000215253,
0.0028346060007606866,
0.0028478330004872987,
0.002864894999220269,
0.0028661729993473273,
0.0028542429990920937,
0.0028540129987959517,
0.002874135998354177,
0.0028504490001068916,
0.00286398899879714,
0.0028257539997866843,
0.002840466999259661,
0.0028604550007003127,
0.0028316789994278224,
0.0028460989997256547,
0.0028273079988139216,
0.0028836750007030787,
0.0028426480002963217,
0.0028582230006577447,
0.002878940000300645,
0.0028415019987733103,
0.0028661190008278936,
0.002878441000575549,
0.002834516000802978,
0.0028407059999153716,
0.002864097999918158,
0.0028593280003406107,
0.0028770799999620067,
0.00282776999847556,
0.002873050998459803,
0.0028654429988819174,
0.0028603859991562786,
0.002877188000638853,
0.0028556709985423367,
0.0028502049990493106,
0.002833894999639597,
0.00287081700116687,
0.002839069999026833,
0.002850797000064631,
0.002856294000594062,
0.002847232000931399,
0.0028654889993049437,
0.002841430999978911,
0.0028441659997042734,
0.0028428429995983606,
0.0028538779988593888,
0.0028372179986035917,
0.0028689489990938455,
0.002844204000211903,
0.0028263730000617215,
0.0028430669990484603,
0.002842141000655829,
0.0028376259997457964,
0.002845099999831291,
0.0028455070005293237,
0.002829957000358263,
0.002829261999067967,
0.002861646000383189,
0.0028538500009744894,
0.0027992079994874075,
0.0028357840001262957,
0.002826714000548236,
0.0027895490002265433,
0.0028454049988795305,
0.0028115779987274436,
0.002849960999810719,
0.0028403369997249683,
0.0028313629991316702,
0.0028321240006334847,
0.0028401929994288366,
0.0028304309998929966,
0.002818562999891583,
0.0027996210010314826,
0.00278994799919019,
0.0028131990002293605,
0.0027869170007761568,
0.0028137629997218028,
0.00282510800025193,
0.0028265569999348372,
0.0028429060002963524,
0.0028258069996809354,
0.0028184380007587606,
0.0028308260007179342,
0.002862872999685351,
0.002840260000084527,
0.0028267489997233497,
0.002838023001459078,
0.002845254999556346,
0.002793165000184672,
0.002838499000063166,
0.002844637998350663,
0.0028297400003793882,
0.002849575999789522,
0.0028067589992133435,
0.0028433909992600093,
0.0028203109995956765,
0.0028384389988787007,
0.0028386039994074963,
0.00278611199973966,
0.002831458999935421,
0.0028661590004048776,
0.0027890149995073443,
0.0028251839994481998,
0.002826516998538864,
0.002848701000402798,
0.0027903850004804553,
0.0028399439997883746,
0.002843217998815817,
0.002830299999914132,
0.002803253000820405,
0.002845725999577553,
0.0028406230012478773,
0.0028385289988364093,
0.002807113000017125,
0.00282923499980825,
0.002860709000742645,
0.0028286659999139374,
0.002820543999405345,
0.0028635700000450015,
0.0028464899987739045,
0.0028431350001483224,
0.002821705000314978,
0.002836820000084117,
0.0028060040003765607,
0.0028135619995737216,
0.0028398790000210283,
0.0027986559998680605,
0.0028040069992130157,
0.002853306001270539,
0.0028347879997454584,
0.002846930001396686,
0.0028222059991094284,
0.002850820001185639,
0.002792840999973123,
0.0028319739994913107,
0.002822641999955522,
0.002820401999997557,
0.0028249250008229865,
0.002824320999934571,
0.0028436249995138496,
0.0028294479998294264,
0.002835732999301399,
0.002910927998527768,
0.0028385160003381316,
0.00284969899985299,
0.002822536998792202,
0.0027910099997825455,
0.0028058349998900667,
0.002849524000339443,
0.002858682999431039,
0.00282314700052666,
0.002842910000254051,
0.0028397879996191477,
0.002839283000866999,
0.0028282459988986375,
0.0028247859991097357,
0.0028313020011410117,
0.0028405660013959277,
0.0028349229996820213,
0.002787211000395473,
0.002854635000403505,
0.0028170910009066574,
0.002834585999153205,
0.0028215399997861823,
0.0028385539990267716,
0.0028304060015216237,
0.002858542999092606,
0.002838473001247621,
0.002812319000440766,
0.002818220000335714,
0.0028243899996596156,
0.002829688000929309,
0.002825535000738455,
0.0027981780003756285,
0.0028408939997461857,
0.002834373000951018,
0.002832395999575965,
0.002820427998813102,
0.0028434790001483634,
0.0028177329986647237,
0.0028284510008234065,
0.0028300070007389877,
0.002831689000231563,
0.0028396899997460423,
0.0028190779994474724,
0.0028007540004182374,
0.002830466999512282,
0.002818044000377995,
0.0028605240004253574,
0.002825252000548062,
0.002823282000463223,
0.0028049739994457923,
0.0028461659985623555,
0.002807613000186393,
0.002772993000689894,
0.0027987390003545443,
0.0028088349990866845,
0.002825249999659718,
0.0028081300006306265,
0.0028357089995552087,
0.002780422000796534,
0.0028046240004186984,
0.0027790819985966664,
0.002841152001565206,
0.0028313999991951277,
0.0028287069999350933,
0.0028021269990858855,
0.0028577309985848842,
0.00282856699959666,
0.0028008119988953695,
0.0028026059990224894,
0.002805278998494032,
0.0028416109998943284,
0.0028064420002920087,
0.0028312230006122263,
0.0028210309992573457,
0.0028211070002726046,
0.0028022870010318,
0.0027704679996531922,
0.0028063829995517153,
0.00279066400071315,
0.0028138550005678553,
0.0027921139990212396,
0.0028212760007590987,
0.00282919199889875,
0.002814362000208348,
0.0027836009994643973,
0.002831422998497146,
0.0028104030006943503,
0.002819622000970412,
0.0028059489995939657,
0.002834662000168464,
0.002826558000379009,
0.002848396999979741,
0.0027784209996752907,
0.002786103999824263,
0.0028525460002128966,
0.0028242980006325524,
0.002830533998348983,
0.0028252890006115194,
0.0028479560005507665,
0.002787199000522378,
0.0028431409991753753,
0.0028278729987505358,
0.0028215000002091983,
0.0028308229993854184,
0.0028519239986053435,
0.0028427300003386335,
0.0028427090001059696,
0.0027869789992109872,
0.002801073000227916,
0.0028159430003142916,
0.0028338510001049144,
0.002829342000040924,
0.0028237079986865865,
0.0028081079999537906,
0.002808875000482658,
0.0028224159996170783,
0.002838153999618953,
0.0028280049991735723,
0.0028330550012469757,
0.0028128509984526318,
0.002831153999068192,
0.002836118999766768,
0.0028276230004848912,
0.0028181840007164283,
0.0028003349998471094,
0.0028377319995342987,
0.002813375998812262,
0.002829242999723647,
0.0028333159989415435,
0.002840051000021049,
0.0028194360002089525,
0.002792823001072975,
0.0028233810007805005,
0.002826472000378999,
0.002832520000083605,
0.002835274999597459,
0.0028212149991304614,
0.0028195180002512643,
0.002827670999977272,
0.002822308999384404,
0.002819713999997475,
0.0028144989992142655,
0.0028491470002336428,
0.002814650999425794,
0.0028293649993429426,
0.0028182819987705443,
0.002833310998539673,
0.0028275260010559577,
0.0028035600007569883,
0.0028103399999963585,
0.0028443020000850083,
0.0028185169994685566,
0.002847970999937388,
0.0028266629997233395,
0.0028032049995090347,
0.002811199999996461,
0.002837137000824441,
0.0028420349990483373,
0.002814089999446878,
0.002832510999724036,
0.0028519480001705233,
0.0028144679999968503,
0.002791168999465299,
0.0028508270006568637,
0.0028249880015209783,
0.0028289669990044786
],
"iterations": 1
}
},
{
"group": null,
"name": "test_async_encode_batch",
"fullname": "tests/test_benchmarks.py::TestAsync::test_async_encode_batch",
"params": null,
"param": null,
"extra_info": {},
"options": {
"disable_gc": false,
"timer": "perf_counter",
"min_rounds": 15,
"max_time": 1.0,
"min_time": 5e-06,
"warmup": false
},
"stats": {
"min": 0.5696000759999151,
"max": 0.6141926009986491,
"mean": 0.5926955746004144,
"stddev": 0.01414783833977174,
"rounds": 15,
"median": 0.5914200780007377,
"iqr": 0.020706175500436075,
"q1": 0.5831184465005208,
"q3": 0.6038246220009569,
"iqr_outliers": 0,
"stddev_outliers": 5,
"outliers": "5;0",
"ld15iqr": 0.5696000759999151,
"hd15iqr": 0.6141926009986491,
"ops": 1.6872067935958244,
"total": 8.890433619006217,
"data": [
0.6055309690000286,
0.5987004920007166,
0.5914200780007377,
0.6138599120004073,
0.6053594510012772,
0.5913370849993953,
0.5821854730002087,
0.5773159039999882,
0.5707911340014107,
0.585917367001457,
0.6141926009986491,
0.5696000759999151,
0.59877691300062,
0.5992201349999959,
0.5862260290014092
],
"iterations": 1
}
},
{
"group": null,
"name": "test_async_encode_batch_fast",
"fullname": "tests/test_benchmarks.py::TestAsync::test_async_encode_batch_fast",
"params": null,
"param": null,
"extra_info": {},
"options": {
"disable_gc": false,
"timer": "perf_counter",
"min_rounds": 15,
"max_time": 1.0,
"min_time": 5e-06,
"warmup": false
},
"stats": {
"min": 0.46811882899964985,
"max": 0.5144453900011285,
"mean": 0.4817861131999962,
"stddev": 0.011903858175213172,
"rounds": 15,
"median": 0.4804404679998697,
"iqr": 0.009022864000598929,
"q1": 0.4743770322497767,
"q3": 0.4833998962503756,
"iqr_outliers": 2,
"stddev_outliers": 3,
"outliers": "3;2",
"ld15iqr": 0.46811882899964985,
"hd15iqr": 0.5009773999991012,
"ops": 2.0756098455350993,
"total": 7.226791697999943,
"data": [
0.473807301999841,
0.4782368979995226,
0.4806150169988541,
0.48647181000160344,
0.4731132369997795,
0.4842840900000738,
0.5009773999991012,
0.4760862229995837,
0.4787174680004682,
0.4805516289998195,
0.5144453900011285,
0.4804404679998697,
0.4807473150012811,
0.47017862199936644,
0.46811882899964985
],
"iterations": 1
}
},
{
"group": null,
"name": "test_from_file_roberta",
"fullname": "tests/test_benchmarks.py::TestSerialization::test_from_file_roberta",
"params": null,
"param": null,
"extra_info": {},
"options": {
"disable_gc": false,
"timer": "perf_counter",
"min_rounds": 15,
"max_time": 1.0,
"min_time": 5e-06,
"warmup": false
},
"stats": {
"min": 0.06424311100090563,
"max": 0.0691644720009208,
"mean": 0.06542053073329347,
"stddev": 0.001407210697916529,
"rounds": 15,
"median": 0.06472571800077276,
"iqr": 0.0019062270012000226,
"q1": 0.0644410757490732,
"q3": 0.06634730275027323,
"iqr_outliers": 0,
"stddev_outliers": 2,
"outliers": "2;0",
"ld15iqr": 0.06424311100090563,
"hd15iqr": 0.0691644720009208,
"ops": 15.285721298666955,
"total": 0.981307960999402,
"data": [
0.0691644720009208,
0.06649669400030689,
0.06504281100023945,
0.06456758199965407,
0.06719693999912124,
0.06589912900017225,
0.06505997400017804,
0.0644517820001056,
0.06443750699872908,
0.06468631000097957,
0.06425723799839034,
0.06665038800019829,
0.06472571800077276,
0.06442830499872798,
0.06424311100090563
],
"iterations": 1
}
},
{
"group": null,
"name": "test_from_file_llama3",
"fullname": "tests/test_benchmarks.py::TestSerialization::test_from_file_llama3",
"params": null,
"param": null,
"extra_info": {},
"options": {
"disable_gc": false,
"timer": "perf_counter",
"min_rounds": 15,
"max_time": 1.0,
"min_time": 5e-06,
"warmup": false
},
"stats": {
"min": 0.4002676279997104,
"max": 0.43101524700068694,
"mean": 0.4155780311996447,
"stddev": 0.0074803701842217005,
"rounds": 15,
"median": 0.4158930909998162,
"iqr": 0.0035391804999562737,
"q1": 0.41445157424914214,
"q3": 0.4179907547490984,
"iqr_outliers": 4,
"stddev_outliers": 4,
"outliers": "4;4",
"ld15iqr": 0.41332632599915087,
"hd15iqr": 0.42332190399974934,
"ops": 2.406286966405107,
"total": 6.233670467994671,
"data": [
0.43101524700068694,
0.4173249279992888,
0.4155840169987641,
0.4002676279997104,
0.41725739799949224,
0.41332632599915087,
0.41821269699903496,
0.40088056400054484,
0.4143598689988721,
0.42332190399974934,
0.41928484900017793,
0.4164166110003862,
0.4147266899999522,
0.4158930909998162,
0.4157986489990435
],
"iterations": 1
}
},
{
"group": null,
"name": "test_from_file_albert",
"fullname": "tests/test_benchmarks.py::TestSerialization::test_from_file_albert",
"params": null,
"param": null,
"extra_info": {},
"options": {
"disable_gc": false,
"timer": "perf_counter",
"min_rounds": 15,
"max_time": 1.0,
"min_time": 5e-06,
"warmup": false
},
"stats": {
"min": 0.042816752998987795,
"max": 0.04644662799910293,
"mean": 0.04393770266653432,
"stddev": 0.001114269642450891,
"rounds": 21,
"median": 0.043586276999121765,
"iqr": 0.001437785748294118,
"q1": 0.043022658750942355,
"q3": 0.04446044449923647,
"iqr_outliers": 0,
"stddev_outliers": 5,
"outliers": "5;0",
"ld15iqr": 0.042816752998987795,
"hd15iqr": 0.04644662799910293,
"ops": 22.759496726297026,
"total": 0.9226917559972208,
"data": [
0.044295253999734996,
0.043555024998568115,
0.043288094999297755,
0.043369074001020635,
0.04615190900040034,
0.04644662799910293,
0.044471605999206076,
0.04608357700089982,
0.044456723999246606,
0.043599139999059844,
0.043586276999121765,
0.04438627899980929,
0.04448200499973609,
0.043741192001107265,
0.04320022600040829,
0.04300747500019497,
0.042816752998987795,
0.04302772000119148,
0.0429260319997411,
0.042978266001227894,
0.04282249899915769
],
"iterations": 1
}
},
{
"group": null,
"name": "test_to_str_llama3",
"fullname": "tests/test_benchmarks.py::TestSerialization::test_to_str_llama3",
"params": null,
"param": null,
"extra_info": {},
"options": {
"disable_gc": false,
"timer": "perf_counter",
"min_rounds": 15,
"max_time": 1.0,
"min_time": 5e-06,
"warmup": false
},
"stats": {
"min": 0.096432950000235,
"max": 0.10044800600007875,
"mean": 0.09791170679988379,
"stddev": 0.0011932983233488945,
"rounds": 15,
"median": 0.09739387800073018,
"iqr": 0.0015609285001119133,
"q1": 0.09715390150040548,
"q3": 0.0987148300005174,
"iqr_outliers": 0,
"stddev_outliers": 4,
"outliers": "4;0",
"ld15iqr": 0.096432950000235,
"hd15iqr": 0.10044800600007875,
"ops": 10.213283300676634,
"total": 1.4686756019982568,
"data": [
0.09731521899993822,
0.09726718599995365,
0.09718056099882233,
0.09744648199921357,
0.09783308099940768,
0.09687849999863829,
0.09703902000001108,
0.09806905900040874,
0.096432950000235,
0.09893008700055361,
0.09958032099893899,
0.09971623700039345,
0.10044800600007875,
0.09739387800073018,
0.0971450150009332
],
"iterations": 1
}
},
{
"group": null,
"name": "test_from_str_llama3",
"fullname": "tests/test_benchmarks.py::TestSerialization::test_from_str_llama3",
"params": null,
"param": null,
"extra_info": {},
"options": {
"disable_gc": false,
"timer": "perf_counter",
"min_rounds": 15,
"max_time": 1.0,
"min_time": 5e-06,
"warmup": false
},
"stats": {
"min": 0.39700017999894044,
"max": 0.41379412400056026,
"mean": 0.40079114080011397,
"stddev": 0.0039158186239089,
"rounds": 15,
"median": 0.3998083680016862,
"iqr": 0.002970129749883199,
"q1": 0.39855236325001897,
"q3": 0.40152249299990217,
"iqr_outliers": 1,
"stddev_outliers": 1,
"outliers": "1;1",
"ld15iqr": 0.39700017999894044,
"hd15iqr": 0.41379412400056026,
"ops": 2.495065130440916,
"total": 6.01186711200171,
"data": [
0.39700017999894044,
0.40195749099984823,
0.4015706879999925,
0.3994406980000349,
0.39916965900010837,
0.39834659799998917,
0.39833963999990374,
0.40137790799963113,
0.40131990800000494,
0.41379412400056026,
0.3996680300006119,
0.3998083680016862,
0.39781930199933413,
0.4018004760000622,
0.40045404200100165
],
"iterations": 1
}
},
{
"group": null,
"name": "test_train_bpe_small",
"fullname": "tests/test_benchmarks.py::TestTraining::test_train_bpe_small",
"params": null,
"param": null,
"extra_info": {},
"options": {
"disable_gc": false,
"timer": "perf_counter",
"min_rounds": 15,
"max_time": 1.0,
"min_time": 5e-06,
"warmup": false
},
"stats": {
"min": 0.013018360999922152,
"max": 0.014631775999077945,
"mean": 0.01330686791642519,
"stddev": 0.0002965801340036608,
"rounds": 36,
"median": 0.013250916999822948,
"iqr": 0.0002642774998093955,
"q1": 0.013140969999767549,
"q3": 0.013405247499576944,
"iqr_outliers": 2,
"stddev_outliers": 2,
"outliers": "2;2",
"ld15iqr": 0.013018360999922152,
"hd15iqr": 0.014035824999155011,
"ops": 75.14916404675971,
"total": 0.4790472449913068,
"data": [
0.013428991000182577,
0.013232089000666747,
0.01330547299949103,
0.013184774999899673,
0.013134908000210999,
0.01340680099929159,
0.014631775999077945,
0.013441904999126564,
0.013381218001086381,
0.013442989000395755,
0.01347933899887721,
0.01326974499897915,
0.014035824999155011,
0.013501737999831676,
0.013316601000042283,
0.013412469999821042,
0.013384849000431132,
0.013292884999827947,
0.013403693999862298,
0.013316242999280803,
0.013155039998309803,
0.013096913999106619,
0.013158317999113933,
0.013060286999461823,
0.013094912001179182,
0.013270601999465725,
0.013182491999032209,
0.013103582999974606,
0.013018360999922152,
0.013063786000202526,
0.0131470319993241,
0.013155964999896241,
0.013154646001567016,
0.013070814000457176,
0.013225221999164205,
0.013084956999591668
],
"iterations": 1
}
}
],
"datetime": "2026-07-09T10:31:07.761060+00:00",
"version": "5.2.3"
}