{ "machine_info": { "node": "aws-general-8-plus-use1-public-80-fhnqf-runner-kc7kl", "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", "Jun 19 2026 12:46:00" ], "release": "6.12.103-127.188.amzn2023.x86_64", "system": "Linux", "cpu": { "python_version": "3.12.3.final.0 (64 bit)", "cpuinfo_version": [ 10, 1, 1 ], "cpuinfo_version_string": "10.1.1", "arch": "X86_64", "bits": 64, "count": 32, "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": "2.9000 GHz", "hz_advertised": [ 2900000000, 0 ], "hz_actual": [ 2899974000, 0 ], "stepping": 6, "model": 106, "family": 6, "flags": [ "3dnowprefetch", "abm", "adx", "aes", "aperfmperf", "apic", "arat", "arch_capabilities", "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", "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": 20971520, "l1_data_cache_size": 786432, "l1_instruction_cache_size": 524288, "l2_cache_line_size": 256, "l2_cache_associativity": 6 } }, "commit_info": { "id": "7eb3c7ca428681048507a6c62bcd1337d2386c23", "time": "2026-09-17T16:17:22+02:00", "author_time": "2026-09-17T16:17:22+02:00", "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, "precision": null, "confidence": null, "warmup": false }, "stats": { "min": 2.1447162900003605, "max": 2.193843351000396, "mean": 2.171099530533502, "stddev": 0.013972446530561188, "rounds": 15, "median": 2.1697110080003768, "iqr": 0.01797924200059242, "q1": 2.1643333764995987, "q3": 2.182312618500191, "iqr_outliers": 0, "stddev_outliers": 4, "outliers": "4;0", "ld15iqr": 2.1447162900003605, "hd15iqr": 2.193843351000396, "ops": 0.4605961108352647, "total": 32.56649295800253, "data": [ 2.184369057999902, 2.1752273350002724, 2.1778285560003496, 2.182959624000432, 2.1865842650004197, 2.1697110080003768, 2.166177695999977, 2.193843351000396, 2.163965680999354, 2.180371601999468, 2.16038217500045, 2.165436463000333, 2.1469959410005686, 2.1447162900003605, 2.1679239129998678 ], "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, "precision": null, "confidence": null, "warmup": false }, "stats": { "min": 0.547566325999469, "max": 0.571766832999856, "mean": 0.5544153816664523, "stddev": 0.005959844073849173, "rounds": 15, "median": 0.5530929390006349, "iqr": 0.006758741249996092, "q1": 0.5507864359992709, "q3": 0.557545177249267, "iqr_outliers": 1, "stddev_outliers": 3, "outliers": "3;1", "ld15iqr": 0.547566325999469, "hd15iqr": 0.571766832999856, "ops": 1.8037017605720407, "total": 8.316230724996785, "data": [ 0.571766832999856, 0.557589284999267, 0.551621566999529, 0.5530929390006349, 0.5484246460000577, 0.5579046570001083, 0.5505080589991849, 0.5543218820002949, 0.5520899160001136, 0.5548707979996834, 0.5574128539992671, 0.5488427999998748, 0.5582483509997473, 0.5519698119996974, 0.547566325999469 ], "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, "precision": null, "confidence": null, "warmup": false }, "stats": { "min": 0.5357817979993342, "max": 0.5674173340003108, "mean": 0.5495725306666525, "stddev": 0.00911407249304473, "rounds": 15, "median": 0.5509047549994648, "iqr": 0.00953322200052753, "q1": 0.54332419249954, "q3": 0.5528574145000675, "iqr_outliers": 2, "stddev_outliers": 4, "outliers": "4;2", "ld15iqr": 0.5357817979993342, "hd15iqr": 0.5671882059996278, "ops": 1.8195960391014483, "total": 8.243587959999786, "data": [ 0.5463783029999831, 0.5357817979993342, 0.5509047549994648, 0.5428807349999261, 0.5433934339998814, 0.5540778490003504, 0.5529373919998761, 0.5433011119994262, 0.5526174820006418, 0.5449690200002806, 0.537905074000264, 0.5524234140002591, 0.5674173340003108, 0.5514120520001597, 0.5671882059996278 ], "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, "precision": null, "confidence": null, "warmup": false }, "stats": { "min": 2.4589998070005095, "max": 2.523012448999907, "mean": 2.4809615570001067, "stddev": 0.019290566286414578, "rounds": 15, "median": 2.47606651300066, "iqr": 0.022813364250168888, "q1": 2.4679168752497844, "q3": 2.4907302394999533, "iqr_outliers": 0, "stddev_outliers": 5, "outliers": "5;0", "ld15iqr": 2.4589998070005095, "hd15iqr": 2.523012448999907, "ops": 0.40306952648196837, "total": 37.2144233550016, "data": [ 2.5095903150004233, 2.5079078220005613, 2.523012448999907, 2.471833292000156, 2.47606651300066, 2.4599248750000697, 2.4721482599998126, 2.4589998070005095, 2.479383971000061, 2.477877107000495, 2.4933220220000294, 2.462748405999264, 2.4720422210002653, 2.4666114029996606, 2.482954891999725 ], "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, "precision": null, "confidence": null, "warmup": false }, "stats": { "min": 0.6126026840001941, "max": 0.7007657880003535, "mean": 0.6364143120665783, "stddev": 0.025126636974876583, "rounds": 15, "median": 0.6315230679992965, "iqr": 0.02514011225093782, "q1": 0.619261690999565, "q3": 0.6444018032505028, "iqr_outliers": 2, "stddev_outliers": 2, "outliers": "2;2", "ld15iqr": 0.6126026840001941, "hd15iqr": 0.6826593260002483, "ops": 1.5713034434325943, "total": 9.546214680998673, "data": [ 0.6189747829994303, 0.6126026840001941, 0.6378137199999401, 0.6178772819994265, 0.6151920809998046, 0.6465978310006903, 0.6826593260002483, 0.6201224149999689, 0.6371549260002212, 0.625081348999629, 0.6315230679992965, 0.6205388250000397, 0.6466189570001006, 0.7007657880003535, 0.6326916459993299 ], "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, "precision": null, "confidence": null, "warmup": false }, "stats": { "min": 0.49419519799994305, "max": 0.5247141299996656, "mean": 0.5112239203997888, "stddev": 0.008891684489918136, "rounds": 15, "median": 0.5123198459996274, "iqr": 0.014168158750180737, "q1": 0.5056048264993933, "q3": 0.519772985249574, "iqr_outliers": 0, "stddev_outliers": 7, "outliers": "7;0", "ld15iqr": 0.49419519799994305, "hd15iqr": 0.5247141299996656, "ops": 1.9560900030225057, "total": 7.6683588059968315, "data": [ 0.516536379000172, 0.5123198459996274, 0.5055577199991603, 0.5057461460000923, 0.5075576300005196, 0.5208518539993747, 0.5084340859993972, 0.5012442890001694, 0.5138194219998695, 0.5223997029997918, 0.5127725909997025, 0.5209991980000268, 0.5247141299996656, 0.5012106139993193, 0.49419519799994305 ], "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, "precision": null, "confidence": null, "warmup": false }, "stats": { "min": 0.6091832609999983, "max": 0.6539427080006135, "mean": 0.6393447728001168, "stddev": 0.010703556152180868, "rounds": 15, "median": 0.64086721700005, "iqr": 0.008777014499401048, "q1": 0.6370119705002253, "q3": 0.6457889849996263, "iqr_outliers": 1, "stddev_outliers": 3, "outliers": "3;1", "ld15iqr": 0.6261546969999472, "hd15iqr": 0.6539427080006135, "ops": 1.5641013151954517, "total": 9.590171592001752, "data": [ 0.6091832609999983, 0.6389285259992903, 0.6482282050001231, 0.6419579180001165, 0.6458385159994577, 0.6371785380006258, 0.64086721700005, 0.6539427080006135, 0.6456403920001321, 0.638944120000815, 0.6471128800003498, 0.6369564480000918, 0.6261546969999472, 0.6453654429997187, 0.6338727230004224 ], "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, "precision": null, "confidence": null, "warmup": false }, "stats": { "min": 0.002563199999713106, "max": 0.00280668099912873, "mean": 0.0026506531420066293, "stddev": 3.679748462437725e-05, "rounds": 338, "median": 0.0026444764998814208, "iqr": 4.8038000386441126e-05, "q1": 0.002626890999636089, "q3": 0.00267492900002253, "iqr_outliers": 5, "stddev_outliers": 87, "outliers": "87;5", "ld15iqr": 0.002563199999713106, "hd15iqr": 0.0027531559999260935, "ops": 377.2655064339983, "total": 0.8959207619982408, "data": [ 0.0027691370005413773, 0.00280668099912873, 0.0027390870000090217, 0.002676068000255327, 0.0027531559999260935, 0.0027377059996069875, 0.002692887999728555, 0.0026594040000418318, 0.002686953999727848, 0.002715671999794722, 0.002681798999219609, 0.0026897039997493266, 0.002675126000212913, 0.002634798000144656, 0.0026511390005907742, 0.0026141350008401787, 0.002664306999577093, 0.0026756980005302466, 0.0026355280006100656, 0.0027312620004522614, 0.002661827999872912, 0.0026362660000813776, 0.0026615819997459766, 0.0026191489996563178, 0.002618151000206126, 0.0026346690001446404, 0.002654063999216305, 0.0026768220004669274, 0.0026156629992328817, 0.002631866999763588, 0.002719634999266418, 0.002630427999974927, 0.0026512009999350994, 0.0026286100001016166, 0.002664984999682929, 0.0026876420006374246, 0.0026588029995764373, 0.002668782000000647, 0.002649728000506002, 0.0026757790001283865, 0.002630832999784616, 0.0026104890002898173, 0.0026280969996150816, 0.002635186000588874, 0.0026679759994294727, 0.0026373709997642436, 0.0027164389994140947, 0.0026058570001623593, 0.002636342999721819, 0.0026607879999573925, 0.002664560000084748, 0.002661417999661353, 0.0026261569992129807, 0.0027250990005995845, 0.002652148000379384, 0.0026671130008253385, 0.002638661000673892, 0.002676691000488063, 0.002695215000130702, 0.002635993000694725, 0.0026457539997863933, 0.0026571899998089066, 0.002672573000381817, 0.0026422860000820947, 0.0026316980001865886, 0.0026399460002721753, 0.00264446900018811, 0.00270427500072401, 0.0026166349998675287, 0.0026349939998908667, 0.002676058000361081, 0.0026160100005654385, 0.0026187069997831713, 0.0026233069993395475, 0.0025963540001612273, 0.002630167999996047, 0.002677952999874833, 0.002635180999277509, 0.0026215039997623535, 0.0026310269995519775, 0.002619988000333251, 0.0025963640000554733, 0.0025709370002005016, 0.0026105589995495393, 0.0026312379995943047, 0.0026695930000641965, 0.0026295380002920865, 0.0026216090000161785, 0.0025944109993361053, 0.002570982999714033, 0.0026421789998494205, 0.002636445999996795, 0.002587162000054377, 0.002626890999636089, 0.002611975000036182, 0.0025928660006684368, 0.0026414159992782515, 0.002643570999680378, 0.0026255840002704645, 0.0026353249995736405, 0.0026219009996566456, 0.0026612390001901076, 0.0026038860005428432, 0.002620236999973713, 0.0026284320001650485, 0.002596026999526657, 0.0026457019994268194, 0.002678806999938388, 0.0026768440002342686, 0.002675445999557269, 0.0025938240005416446, 0.0026465629998710938, 0.0025993369999923743, 0.0026277209999534534, 0.002584346000730875, 0.0026025099996331846, 0.002563199999713106, 0.0025894390000757994, 0.002633643000081065, 0.0026331560002290644, 0.002651533000062045, 0.0026124120004169527, 0.002649301000019477, 0.0026060610007334617, 0.0025797899997996865, 0.002638984000441269, 0.0026736710005934583, 0.002614543000163394, 0.0027132900004289695, 0.0026507769998715958, 0.002610067000205163, 0.0026107779995072633, 0.002643445999638061, 0.002638533999743231, 0.0026159839999309042, 0.0026393950001875055, 0.0027065300000685966, 0.0026153170001634862, 0.0025936009997167275, 0.0026344010002503637, 0.0026812420001078863, 0.0026326360002713045, 0.0025992350001615705, 0.002608130000226083, 0.002651146000061999, 0.0026084929995704442, 0.0026126720003958326, 0.0025959690001400304, 0.0026192710001851083, 0.0026420179992783233, 0.00266535999980988, 0.002608022999993409, 0.002639410000483622, 0.002660816000570776, 0.0026389160002509016, 0.0026680900000428664, 0.002601442000013776, 0.002618743999846629, 0.002625973999784037, 0.002649037000082899, 0.0027053280000473023, 0.0026543550002315897, 0.0026466539993634797, 0.0026466480003364268, 0.0026273980001860764, 0.0026505010000619222, 0.002676932000213128, 0.002697995000744413, 0.0026141090002056444, 0.002585743000054208, 0.0026360490001025028, 0.0026906209996013786, 0.0027077579998149304, 0.0026998599996659323, 0.002666028999556147, 0.002774534000309359, 0.0026408229996377486, 0.0026609149999785586, 0.00269668599958095, 0.0026257520003127865, 0.002627305999340024, 0.0026314390006518806, 0.002622899000016332, 0.002641652999955113, 0.002624953000122332, 0.002614001000438293, 0.002611945999888121, 0.002637143999891123, 0.0026159180006288807, 0.0026465349992577103, 0.0026511320002100547, 0.0026332289999118075, 0.0025988830002461327, 0.002650660999279353, 0.0026519020002524485, 0.002590510000118229, 0.0026038660007543513, 0.0026693260006140918, 0.0026332190000175615, 0.0026828159998331103, 0.002698680000321474, 0.002713243000471266, 0.002634632000081183, 0.002629456999784452, 0.0027031159997932264, 0.002682858000298438, 0.002631784999721276, 0.002662545999555732, 0.0026789820003614295, 0.002687435000552796, 0.002659935999872687, 0.0026620500002536573, 0.002675794000424503, 0.002636363999954483, 0.0026521199997660005, 0.0026722409993453766, 0.002661804999661399, 0.002676709999832383, 0.002649119999659888, 0.0026556989996606717, 0.002666499999577354, 0.002627662999657332, 0.002676097999938065, 0.0026754470000014408, 0.0027034159993490903, 0.0026534580001680297, 0.002645866999955615, 0.0026383320000604726, 0.002678224000192131, 0.0026567439999780618, 0.002645009999469039, 0.0026765909997266135, 0.0026326419992983574, 0.002623233000122127, 0.00262987600035558, 0.002641825999489811, 0.002654720999998972, 0.0026686050005082507, 0.0026398859999972046, 0.002641275999849313, 0.002633182999488781, 0.0026150149997192784, 0.0027126699997097603, 0.002618675000121584, 0.0026108629999725963, 0.002654084999448969, 0.002652325000781275, 0.0026345770002080826, 0.0027060900001742993, 0.002607800999612664, 0.0026336789997003507, 0.0026193869998678565, 0.0026185350006926456, 0.0026301420002710074, 0.0026742979998743976, 0.00262180299978354, 0.002648523999596364, 0.002623135999783699, 0.0026826250004887697, 0.0026823380003406783, 0.002635132000250451, 0.0026777189996209927, 0.0026383499998701154, 0.002630124999996042, 0.002614533000269148, 0.0027015639998353436, 0.002615958999740542, 0.002635091000229295, 0.0026502239998080768, 0.002647305000209599, 0.002694134000194026, 0.002699659999962023, 0.0026411160006318823, 0.002673031000085757, 0.00264546599919413, 0.002629781999530678, 0.0026642760003596777, 0.002684451999812154, 0.0026179039996350184, 0.0026109359996553394, 0.0026465740002095117, 0.0026346779995947145, 0.0026556040002105874, 0.002638120000483468, 0.0026267310004186584, 0.0026275350001014885, 0.002632775999700243, 0.0026386509998701513, 0.002637749999848893, 0.0027051229999415227, 0.0027119959995616227, 0.002734112999860372, 0.002667144999577431, 0.0026253719997839653, 0.0026206700003967853, 0.0026852169994526776, 0.002659200000380224, 0.002636466999319964, 0.0027002500000889995, 0.002798045999952592, 0.002728223000303842, 0.002693002999876626, 0.002669141000296804, 0.0026802550000866177, 0.002683714000340842, 0.0026747270003397716, 0.002710036999815202, 0.002676818000509229, 0.0026604360000419547, 0.0026240289998895605, 0.0026377029998911894, 0.0026785960008055554, 0.002668189999894821, 0.00264391299970157, 0.0026772249993882724, 0.002619488000163983, 0.002653050999469997, 0.002651572000104352, 0.002649468000527122, 0.0027018020000468823, 0.0027335160002621706, 0.002740466000432207, 0.002633525999954145, 0.0026444839995747316, 0.002624722000291513, 0.00267492900002253, 0.0026569700003165053, 0.002714170999752241, 0.0026868989998547477, 0.0026940440002363175, 0.0026459649998287205, 0.00264102399978583, 0.002629771999636432, 0.002695091000532557, 0.0026571989992589806, 0.0026219809997201082, 0.0026661900001272443, 0.0026755179997053347 ], "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, "precision": null, "confidence": null, "warmup": false }, "stats": { "min": 0.6010486310005945, "max": 0.6419070729998566, "mean": 0.6237502924666842, "stddev": 0.012853916587938621, "rounds": 15, "median": 0.6249504190000152, "iqr": 0.020776395749635412, "q1": 0.6142778345001716, "q3": 0.635054230249807, "iqr_outliers": 0, "stddev_outliers": 5, "outliers": "5;0", "ld15iqr": 0.6010486310005945, "hd15iqr": 0.6419070729998566, "ops": 1.6032056611074248, "total": 9.356254387000263, "data": [ 0.621127544999581, 0.6010486310005945, 0.6067421339994326, 0.6249504190000152, 0.6214805179997711, 0.635235740999633, 0.6363638729999366, 0.6392252770001505, 0.6180396319996362, 0.6057858060003127, 0.6419070729998566, 0.630038472000706, 0.6130239020003501, 0.6267756659999577, 0.6345096980003291 ], "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, "precision": null, "confidence": null, "warmup": false }, "stats": { "min": 0.48674205700081075, "max": 0.5256206259991814, "mean": 0.500362036200022, "stddev": 0.00958385467999458, "rounds": 15, "median": 0.5006001649999234, "iqr": 0.011941705000253933, "q1": 0.49357858899998064, "q3": 0.5055202940002346, "iqr_outliers": 1, "stddev_outliers": 3, "outliers": "3;1", "ld15iqr": 0.48674205700081075, "hd15iqr": 0.5256206259991814, "ops": 1.9985529030029079, "total": 7.50543054300033, "data": [ 0.49337786700016295, 0.5006001649999234, 0.5021931519995633, 0.4963080469997294, 0.48674205700081075, 0.5071136670003398, 0.5071043080006348, 0.5256206259991814, 0.4979718060003506, 0.4939205139999103, 0.5025436109999646, 0.4934646140000041, 0.48793110699989484, 0.50476791499932, 0.5057710870005394 ], "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, "precision": null, "confidence": null, "warmup": false }, "stats": { "min": 0.06171260900009656, "max": 0.066136529000687, "mean": 0.06281315619993014, "stddev": 0.001390412438743819, "rounds": 15, "median": 0.06216036299974803, "iqr": 0.0018313050004508113, "q1": 0.06194763524968039, "q3": 0.0637789402501312, "iqr_outliers": 0, "stddev_outliers": 3, "outliers": "3;0", "ld15iqr": 0.06171260900009656, "hd15iqr": 0.066136529000687, "ops": 15.920231691861906, "total": 0.9421973429989521, "data": [ 0.06273629400038772, 0.06219155500002671, 0.06201092199989944, 0.066136529000687, 0.0641264890000457, 0.062302634999468864, 0.06196891999934451, 0.06216036299974803, 0.06177200999991328, 0.06185923799966986, 0.06194718299957458, 0.06171260900009656, 0.061948991999997816, 0.06425955699978658, 0.06506404700030544 ], "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, "precision": null, "confidence": null, "warmup": false }, "stats": { "min": 0.3968486439998742, "max": 0.4316783040003429, "mean": 0.41384895206647343, "stddev": 0.01064415571394851, "rounds": 15, "median": 0.4142806769996241, "iqr": 0.00961544274946391, "q1": 0.4090400259999569, "q3": 0.41865546874942083, "iqr_outliers": 0, "stddev_outliers": 6, "outliers": "6;0", "ld15iqr": 0.3968486439998742, "hd15iqr": 0.4316783040003429, "ops": 2.4163405392394894, "total": 6.2077342809971015, "data": [ 0.41909657299947867, 0.4316783040003429, 0.4152881299996807, 0.41328262299975904, 0.4123197519993482, 0.4079467840001598, 0.39826085599997896, 0.4142806769996241, 0.3968486439998742, 0.41261745100018743, 0.3981967679992522, 0.41431967000062286, 0.4271153379995667, 0.42915055499997834, 0.41733215599924733 ], "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, "precision": null, "confidence": null, "warmup": false }, "stats": { "min": 0.04531806099930691, "max": 0.04827866699997685, "mean": 0.046072308666615366, "stddev": 0.0008006005234373548, "rounds": 21, "median": 0.04588051800055837, "iqr": 0.0006800502496844274, "q1": 0.04556433375000779, "q3": 0.04624438399969222, "iqr_outliers": 2, "stddev_outliers": 2, "outliers": "2;2", "ld15iqr": 0.04531806099930691, "hd15iqr": 0.04808295000020735, "ops": 21.70501172919546, "total": 0.9675184819989227, "data": [ 0.04582959100025619, 0.046107287000268116, 0.04680471000028774, 0.046164212999428855, 0.04808295000020735, 0.04827866699997685, 0.04534014000000752, 0.04557247799948527, 0.04533902599996509, 0.04531806099930691, 0.046414115000516176, 0.04597999199995684, 0.04622709999966901, 0.04588636199969187, 0.04561777599974448, 0.04553413800022099, 0.04555827599961049, 0.04572049299986247, 0.04588051800055837, 0.04629623599976185, 0.045566353000140225 ], "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, "precision": null, "confidence": null, "warmup": false }, "stats": { "min": 0.0989556980002817, "max": 0.10134474599999521, "mean": 0.09980949293318796, "stddev": 0.0006626051903714393, "rounds": 15, "median": 0.09965982700032328, "iqr": 0.0009323137505816703, "q1": 0.09930670374956208, "q3": 0.10023901750014375, "iqr_outliers": 0, "stddev_outliers": 4, "outliers": "4;0", "ld15iqr": 0.0989556980002817, "hd15iqr": 0.10134474599999521, "ops": 10.0190870688963, "total": 1.4971423939978195, "data": [ 0.09942948699972476, 0.10029561700048362, 0.09953666999990674, 0.09910329199919943, 0.0989556980002817, 0.10040930700051831, 0.10134474599999521, 0.09921017399938137, 0.09979773899976863, 0.10006921899912413, 0.10070037099922047, 0.09965982700032328, 0.09928963399943314, 0.0999827000005098, 0.0993579129999489 ], "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, "precision": null, "confidence": null, "warmup": false }, "stats": { "min": 0.3954678190002596, "max": 0.4246909260000393, "mean": 0.4012107596667799, "stddev": 0.0069146326817034025, "rounds": 15, "median": 0.39949341400006233, "iqr": 0.003982213499739373, "q1": 0.3978854240003784, "q3": 0.4018676375001178, "iqr_outliers": 1, "stddev_outliers": 1, "outliers": "1;1", "ld15iqr": 0.3954678190002596, "hd15iqr": 0.4246909260000393, "ops": 2.4924555882562482, "total": 6.018161395001698, "data": [ 0.4045020890007436, 0.39949341400006233, 0.40246449200003553, 0.39974550300030387, 0.3954678190002596, 0.3985136080000302, 0.3976697959997182, 0.39887197999996715, 0.39966224799991323, 0.4000770740003645, 0.3978302140003507, 0.3980510540004616, 0.3977017289998912, 0.40341944899955706, 0.4246909260000393 ], "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, "precision": null, "confidence": null, "warmup": false }, "stats": { "min": 0.027513766000083706, "max": 0.03239751399996749, "mean": 0.02857560141664332, "stddev": 0.0011502037376544365, "rounds": 24, "median": 0.028214429499712423, "iqr": 0.0015004589995442075, "q1": 0.027745462000439147, "q3": 0.029245920999983355, "iqr_outliers": 1, "stddev_outliers": 3, "outliers": "3;1", "ld15iqr": 0.027513766000083706, "hd15iqr": 0.03239751399996749, "ops": 34.99488901106974, "total": 0.6858144339994396, "data": [ 0.028474146999542427, 0.02821803099959652, 0.028210827999828325, 0.02937904700047511, 0.030277896000370674, 0.03239751399996749, 0.029720620999796665, 0.028587537999555934, 0.029112794999491598, 0.028422708000107377, 0.027928231000259984, 0.027513766000083706, 0.027657822000037413, 0.02764627000033215, 0.028052255000147852, 0.02763557500020397, 0.027879870000106166, 0.027838013999826217, 0.02979937100008101, 0.029630634999193717, 0.02829330900021887, 0.02764726699933817, 0.02765910700054519, 0.027831817000333103 ], "iterations": 1 } } ], "datetime": "2026-09-17T14:21:11.832894+00:00", "version": "5.3.0" }