File size: 52,815 Bytes
d92451a
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
671
672
673
674
675
676
677
678
679
680
681
682
683
684
685
686
687
688
689
690
691
692
693
694
695
696
697
698
699
700
701
702
703
704
705
706
707
708
709
710
711
712
713
714
715
716
717
718
719
720
721
722
723
724
725
726
727
728
729
730
731
732
733
734
735
736
737
738
739
740
741
742
743
744
745
746
747
748
749
750
751
752
753
754
755
756
757
758
759
760
761
762
763
764
765
766
767
768
769
770
771
772
773
774
775
776
777
778
779
780
781
782
783
784
785
786
787
788
789
790
791
792
793
794
795
796
797
798
799
800
801
802
803
804
805
806
807
808
809
810
811
812
813
814
815
816
817
818
819
820
821
822
823
824
825
826
827
828
829
830
831
832
833
834
835
836
837
838
839
840
841
842
843
844
845
846
847
848
849
850
851
852
853
854
855
856
857
858
859
860
861
862
863
864
865
866
867
868
869
870
871
872
873
874
875
876
877
878
879
880
881
882
883
884
885
886
887
888
889
890
891
892
893
894
895
896
897
898
899
900
901
902
903
904
905
906
907
908
909
910
911
912
913
914
915
916
917
918
919
920
921
922
923
924
925
926
927
928
929
930
931
932
933
934
935
936
937
938
939
940
941
942
943
944
945
946
947
948
949
950
951
952
953
954
955
956
957
958
959
960
961
962
963
964
965
966
967
968
969
970
971
972
973
974
975
976
977
978
979
980
981
982
983
984
985
986
987
988
989
990
991
992
993
994
995
996
997
998
999
1000
1001
1002
1003
1004
1005
1006
1007
1008
1009
1010
1011
1012
1013
1014
1015
1016
1017
1018
1019
1020
1021
1022
1023
1024
1025
1026
1027
1028
1029
1030
1031
1032
1033
1034
1035
1036
1037
1038
1039
1040
1041
1042
1043
1044
1045
1046
1047
1048
1049
1050
1051
1052
1053
1054
1055
1056
1057
1058
1059
1060
1061
1062
1063
1064
1065
1066
1067
1068
1069
1070
1071
1072
1073
1074
1075
1076
1077
1078
1079
1080
1081
1082
1083
1084
1085
1086
1087
1088
1089
1090
1091
1092
1093
1094
1095
1096
1097
1098
1099
1100
1101
1102
1103
1104
1105
1106
1107
1108
1109
1110
1111
1112
1113
1114
1115
1116
1117
1118
1119
1120
1121
1122
1123
1124
1125
1126
1127
1128
1129
1130
1131
1132
1133
1134
1135
1136
1137
1138
1139
1140
1141
1142
1143
1144
1145
1146
1147
1148
1149
1150
1151
1152
1153
1154
1155
1156
1157
1158
1159
1160
1161
1162
1163
1164
1165
1166
1167
1168
1169
1170
1171
1172
1173
1174
1175
1176
1177
1178
1179
1180
1181
1182
1183
1184
1185
1186
1187
1188
1189
1190
1191
1192
1193
1194
1195
1196
1197
1198
1199
1200
1201
1202
1203
1204
1205
1206
1207
1208
1209
1210
1211
1212
1213
1214
1215
1216
1217
1218
1219
1220
1221
1222
1223
1224
1225
1226
1227
1228
1229
1230
1231
1232
1233
1234
1235
1236
1237
1238
1239
1240
1241
1242
1243
1244
1245
1246
1247
1248
1249
1250
1251
1252
1253
1254
1255
1256
1257
1258
1259
1260
1261
1262
1263
1264
1265
1266
1267
1268
1269
1270
1271
1272
1273
1274
1275
1276
1277
1278
1279
1280
1281
1282
1283
1284
1285
1286
1287
1288
1289
1290
1291
1292
1293
1294
1295
1296
1297
1298
1299
1300
1301
1302
1303
1304
1305
1306
1307
1308
1309
1310
1311
1312
1313
1314
1315
1316
1317
1318
1319
1320
1321
1322
1323
1324
1325
1326
1327
1328
1329
1330
1331
1332
1333
1334
1335
1336
1337
1338
1339
1340
1341
1342
1343
1344
1345
1346
1347
1348
1349
1350
1351
1352
1353
1354
1355
1356
1357
1358
1359
1360
1361
1362
1363
1364
1365
1366
1367
1368
1369
1370
1371
1372
1373
1374
1375
1376
1377
1378
1379
1380
1381
1382
1383
1384
1385
1386
1387
1388
1389
1390
1391
1392
1393
1394
1395
1396
1397
1398
1399
1400
1401
1402
1403
1404
1405
1406
1407
1408
1409
1410
1411
1412
1413
1414
{
    "machine_info": {
        "node": "runnervm35a4x",
        "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  3 2026 12:15:18"
        ],
        "release": "6.17.0-1010-azure",
        "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": 4,
            "arch_string_raw": "x86_64",
            "vendor_id_raw": "AuthenticAMD",
            "brand_raw": "AMD EPYC 9V74 80-Core Processor",
            "hz_advertised_friendly": "3.5200 GHz",
            "hz_actual_friendly": "3.5200 GHz",
            "hz_advertised": [
                3519971000,
                0
            ],
            "hz_actual": [
                3519971000,
                0
            ],
            "stepping": 1,
            "model": 17,
            "family": 25,
            "flags": [
                "3dnowext",
                "3dnowprefetch",
                "abm",
                "adx",
                "aes",
                "aperfmperf",
                "apic",
                "arat",
                "avx",
                "avx2",
                "avx512_bf16",
                "avx512_bitalg",
                "avx512_vbmi2",
                "avx512_vnni",
                "avx512_vpopcntdq",
                "avx512bitalg",
                "avx512bw",
                "avx512cd",
                "avx512dq",
                "avx512f",
                "avx512ifma",
                "avx512vbmi",
                "avx512vbmi2",
                "avx512vl",
                "avx512vnni",
                "avx512vpopcntdq",
                "bmi1",
                "bmi2",
                "clflush",
                "clflushopt",
                "clwb",
                "clzero",
                "cmov",
                "cmp_legacy",
                "constant_tsc",
                "cpuid",
                "cr8_legacy",
                "cx16",
                "cx8",
                "de",
                "decodeassists",
                "erms",
                "extd_apicid",
                "f16c",
                "flushbyasid",
                "fma",
                "fpu",
                "fsgsbase",
                "fsrm",
                "fxsr",
                "fxsr_opt",
                "gfni",
                "ht",
                "hypervisor",
                "invpcid",
                "lahf_lm",
                "lm",
                "mca",
                "mce",
                "misalignsse",
                "mmx",
                "mmxext",
                "movbe",
                "msr",
                "mtrr",
                "nonstop_tsc",
                "nopl",
                "npt",
                "nrip_save",
                "nx",
                "osvw",
                "osxsave",
                "pae",
                "pat",
                "pausefilter",
                "pcid",
                "pclmulqdq",
                "pdpe1gb",
                "pfthreshold",
                "pge",
                "pni",
                "popcnt",
                "pse",
                "pse36",
                "rdpid",
                "rdpru",
                "rdrand",
                "rdrnd",
                "rdseed",
                "rdtscp",
                "rep_good",
                "sep",
                "sha",
                "sha_ni",
                "smap",
                "smep",
                "sse",
                "sse2",
                "sse4_1",
                "sse4_2",
                "sse4a",
                "ssse3",
                "svm",
                "syscall",
                "topoext",
                "tsc",
                "tsc_known_freq",
                "tsc_reliable",
                "tsc_scale",
                "umip",
                "user_shstk",
                "v_vmsave_vmload",
                "vaes",
                "vmcb_clean",
                "vme",
                "vmmcall",
                "vpclmulqdq",
                "xgetbv1",
                "xsave",
                "xsavec",
                "xsaveerptr",
                "xsaveopt",
                "xsaves",
                "xtopology"
            ],
            "l3_cache_size": 1048576,
            "l2_cache_size": 2097152,
            "l1_data_cache_size": 65536,
            "l1_instruction_cache_size": 65536,
            "l2_cache_line_size": 1024,
            "l2_cache_associativity": 6
        }
    },
    "commit_info": {
        "id": "d863e6e514b1cb022d89e340da4499ae6a7407f5",
        "time": "2026-04-10T16:52:34+02:00",
        "author_time": "2026-04-10T16:52:34+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": 5,
                "max_time": 1.0,
                "min_time": 5e-06,
                "warmup": false
            },
            "stats": {
                "min": 1.9341595780000063,
                "max": 1.987323186999987,
                "mean": 1.9642251234000014,
                "stddev": 0.023151797522287267,
                "rounds": 5,
                "median": 1.9662634410000095,
                "iqr": 0.04115746050000624,
                "q1": 1.9446238944999976,
                "q3": 1.9857813550000039,
                "iqr_outliers": 0,
                "stddev_outliers": 1,
                "outliers": "1;0",
                "ld15iqr": 1.9341595780000063,
                "hd15iqr": 1.987323186999987,
                "ops": 0.5091066131304933,
                "total": 9.821125617000007,
                "data": [
                    1.9852674110000095,
                    1.9341595780000063,
                    1.9481119999999947,
                    1.987323186999987,
                    1.9662634410000095
                ],
                "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": 5,
                "max_time": 1.0,
                "min_time": 5e-06,
                "warmup": false
            },
            "stats": {
                "min": 0.9286230119999885,
                "max": 0.9463014640000011,
                "mean": 0.9334259437999975,
                "stddev": 0.007277304111318523,
                "rounds": 5,
                "median": 0.9307951149999951,
                "iqr": 0.005611057000006525,
                "q1": 0.9295888289999965,
                "q3": 0.935199886000003,
                "iqr_outliers": 1,
                "stddev_outliers": 1,
                "outliers": "1;1",
                "ld15iqr": 0.9286230119999885,
                "hd15iqr": 0.9463014640000011,
                "ops": 1.0713222689407775,
                "total": 4.667129718999988,
                "data": [
                    0.9307951149999951,
                    0.9286230119999885,
                    0.9314993600000037,
                    0.9463014640000011,
                    0.9299107679999992
                ],
                "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": 5,
                "max_time": 1.0,
                "min_time": 5e-06,
                "warmup": false
            },
            "stats": {
                "min": 0.9245054350000004,
                "max": 0.9337501239999995,
                "mean": 0.9281632286000019,
                "stddev": 0.0034514150589872077,
                "rounds": 5,
                "median": 0.9273654910000033,
                "iqr": 0.003726202499997555,
                "q1": 0.9261170035000035,
                "q3": 0.929843206000001,
                "iqr_outliers": 0,
                "stddev_outliers": 2,
                "outliers": "2;0",
                "ld15iqr": 0.9245054350000004,
                "hd15iqr": 0.9337501239999995,
                "ops": 1.077396700479455,
                "total": 4.640816143000009,
                "data": [
                    0.9273654910000033,
                    0.9285409000000016,
                    0.9245054350000004,
                    0.9337501239999995,
                    0.9266541930000045
                ],
                "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": 5,
                "max_time": 1.0,
                "min_time": 5e-06,
                "warmup": false
            },
            "stats": {
                "min": 2.2175341440000125,
                "max": 2.2756004090000204,
                "mean": 2.240548747800014,
                "stddev": 0.0266056697046752,
                "rounds": 5,
                "median": 2.226138564000024,
                "iqr": 0.045669772250011675,
                "q1": 2.220108416250003,
                "q3": 2.265778188500015,
                "iqr_outliers": 0,
                "stddev_outliers": 1,
                "outliers": "1;0",
                "ld15iqr": 2.2175341440000125,
                "hd15iqr": 2.2756004090000204,
                "ops": 0.4463192336171646,
                "total": 11.20274373900007,
                "data": [
                    2.220966507,
                    2.2175341440000125,
                    2.226138564000024,
                    2.2756004090000204,
                    2.262504115000013
                ],
                "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": 5,
                "max_time": 1.0,
                "min_time": 5e-06,
                "warmup": false
            },
            "stats": {
                "min": 1.0260150489999944,
                "max": 1.0557145649999882,
                "mean": 1.0362695645999964,
                "stddev": 0.012958947879767209,
                "rounds": 5,
                "median": 1.0287370739999915,
                "iqr": 0.019535059249982112,
                "q1": 1.0270290977500096,
                "q3": 1.0465641569999917,
                "iqr_outliers": 0,
                "stddev_outliers": 1,
                "outliers": "1;0",
                "ld15iqr": 1.0260150489999944,
                "hd15iqr": 1.0557145649999882,
                "ops": 0.9649998747053847,
                "total": 5.181347822999982,
                "data": [
                    1.0260150489999944,
                    1.0287370739999915,
                    1.0557145649999882,
                    1.043514020999993,
                    1.0273671140000147
                ],
                "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": 5,
                "max_time": 1.0,
                "min_time": 5e-06,
                "warmup": false
            },
            "stats": {
                "min": 0.8028330710000091,
                "max": 0.8208967289999975,
                "mean": 0.8105113815999971,
                "stddev": 0.007422064489227229,
                "rounds": 5,
                "median": 0.8071900549999782,
                "iqr": 0.011415619749996608,
                "q1": 0.8053723100000028,
                "q3": 0.8167879297499994,
                "iqr_outliers": 0,
                "stddev_outliers": 2,
                "outliers": "2;0",
                "ld15iqr": 0.8028330710000091,
                "hd15iqr": 0.8208967289999975,
                "ops": 1.2337889666964839,
                "total": 4.0525569079999855,
                "data": [
                    0.8071900549999782,
                    0.8028330710000091,
                    0.81541833,
                    0.8208967289999975,
                    0.8062187230000006
                ],
                "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": 5,
                "max_time": 1.0,
                "min_time": 5e-06,
                "warmup": false
            },
            "stats": {
                "min": 0.9954138720000003,
                "max": 1.0058695079999893,
                "mean": 0.9985573200000033,
                "stddev": 0.0042612596209100195,
                "rounds": 5,
                "median": 0.997264524000002,
                "iqr": 0.004591727999986972,
                "q1": 0.9957040695000146,
                "q3": 1.0002957975000015,
                "iqr_outliers": 0,
                "stddev_outliers": 1,
                "outliers": "1;0",
                "ld15iqr": 0.9954138720000003,
                "hd15iqr": 1.0058695079999893,
                "ops": 1.001444764332604,
                "total": 4.9927866000000165,
                "data": [
                    0.9954138720000003,
                    1.0058695079999893,
                    0.997264524000002,
                    0.9958008020000193,
                    0.9984378940000056
                ],
                "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": 5,
                "max_time": 1.0,
                "min_time": 5e-06,
                "warmup": false
            },
            "stats": {
                "min": 0.0018191499999886673,
                "max": 0.0023602779999976065,
                "mean": 0.0019135809649126912,
                "stddev": 7.931467602328383e-05,
                "rounds": 456,
                "median": 0.0018800220000088075,
                "iqr": 8.398200002091016e-05,
                "q1": 0.0018588599999844746,
                "q3": 0.0019428420000053848,
                "iqr_outliers": 11,
                "stddev_outliers": 100,
                "outliers": "100;11",
                "ld15iqr": 0.0018191499999886673,
                "hd15iqr": 0.0020728530000155843,
                "ops": 522.5804490826057,
                "total": 0.8725929200001872,
                "data": [
                    0.0019162060000041947,
                    0.0018939930000101413,
                    0.0019059010000148646,
                    0.0019074029999899267,
                    0.0019118800000228475,
                    0.0019121610000070177,
                    0.0019918909999887546,
                    0.001973784000000478,
                    0.0018866220000006706,
                    0.0019123010000043905,
                    0.0018683649999786667,
                    0.0018922309999993558,
                    0.0018904479999832802,
                    0.0018668320000188032,
                    0.00185106799997925,
                    0.0018534019999947304,
                    0.001908025000005864,
                    0.001885200000003806,
                    0.0018789799999865409,
                    0.0018421149999880981,
                    0.0018485939999948187,
                    0.0018960859999879176,
                    0.001836136000008537,
                    0.001852669999976797,
                    0.0019302379999999175,
                    0.0018849599999839484,
                    0.0018913199999985864,
                    0.0018291650000037407,
                    0.001878729999987172,
                    0.0019187309999892932,
                    0.0018478329999993548,
                    0.0019635880000237194,
                    0.001874763999978768,
                    0.0018733919999931459,
                    0.0018786899999838624,
                    0.001849805999995624,
                    0.0018792499999733536,
                    0.001856787000008353,
                    0.0018534610000244811,
                    0.0018812239999874691,
                    0.0018862510000019483,
                    0.0018701770000006945,
                    0.0018610739999758152,
                    0.0018454400000109672,
                    0.0018514679999839245,
                    0.0018584099999827686,
                    0.0018650289999868619,
                    0.0018658909999942352,
                    0.0019256810000172209,
                    0.001862264999999752,
                    0.0019072730000004867,
                    0.0018924110000000383,
                    0.0018435660000193366,
                    0.0018842990000109694,
                    0.001871149000010064,
                    0.0018626259999905415,
                    0.0020375399999750243,
                    0.001930598999990707,
                    0.0018635070000243559,
                    0.0020312499999874944,
                    0.001945100000000366,
                    0.0018543330000113656,
                    0.0018469510000045375,
                    0.0018434460000094077,
                    0.0018598620000034316,
                    0.0018430570000020907,
                    0.0018368659999907777,
                    0.0020386109999890323,
                    0.001928405000001021,
                    0.0018574579999892649,
                    0.0018304069999999228,
                    0.0018336809999937032,
                    0.0018648489999861795,
                    0.0018772370000021965,
                    0.0020469850000210954,
                    0.0020251709999854484,
                    0.001874873999980764,
                    0.0018446390000121937,
                    0.001887924000016028,
                    0.0018448289999923873,
                    0.0018607430000088243,
                    0.0018451500000082888,
                    0.0018781889999957002,
                    0.0018660610000154065,
                    0.002233726000014258,
                    0.0018802220000111447,
                    0.001826139999991483,
                    0.0020313710000152696,
                    0.0019311990000119295,
                    0.0018534920000092825,
                    0.0018736979999971481,
                    0.0018796210000004976,
                    0.0018714490000206752,
                    0.001905029999988983,
                    0.001867703000016263,
                    0.0019006240000010166,
                    0.0020283860000063214,
                    0.0020034380000026886,
                    0.001864808000021867,
                    0.0018524900000045363,
                    0.0018693960000177867,
                    0.002011149999987083,
                    0.0021837509999897975,
                    0.0021057630000029803,
                    0.0018988809999882506,
                    0.0018680940000024293,
                    0.0018792600000097082,
                    0.0018802230000005693,
                    0.001901314999997794,
                    0.0018586599999821374,
                    0.001873973000016349,
                    0.0018386400000167669,
                    0.0020462230000077852,
                    0.002042386999988821,
                    0.0020332839999923635,
                    0.001863556999978755,
                    0.0018760960000179239,
                    0.002047835000013265,
                    0.0019255710000152249,
                    0.0018692050000197469,
                    0.0018683950000024652,
                    0.0018350739999846155,
                    0.001841092999995908,
                    0.0018557349999923645,
                    0.001919702000009238,
                    0.002053102999980183,
                    0.0020369490000007318,
                    0.0019144840000251406,
                    0.0018726910000168573,
                    0.002047825999994757,
                    0.001977398999997604,
                    0.0018594299999961095,
                    0.0018909779999773946,
                    0.0018579679999959353,
                    0.0018544929999961823,
                    0.0018932620000100542,
                    0.001887422999999444,
                    0.0018711090000067543,
                    0.002033874000005653,
                    0.002015335999999479,
                    0.0019604339999830245,
                    0.0018444979999969746,
                    0.00206494099998622,
                    0.0019196920000013051,
                    0.0018555750000075477,
                    0.0018816040000046996,
                    0.0020307939999781865,
                    0.0018778790000055778,
                    0.0018745840000065073,
                    0.0018830470000068544,
                    0.0018604029999949034,
                    0.001862025000008316,
                    0.0018483439999954498,
                    0.0018360560000019177,
                    0.0018622750000076849,
                    0.001844056999999566,
                    0.0018650689999901715,
                    0.0018455900000162728,
                    0.0018453200000010384,
                    0.001862245000012308,
                    0.0018739019999998163,
                    0.0018954949999852033,
                    0.0020104489999823727,
                    0.001903136999999333,
                    0.001851148000014291,
                    0.0018577379999840105,
                    0.00187912100000176,
                    0.0018916890000184594,
                    0.0018674229999930958,
                    0.0018652100000053906,
                    0.0020563279999805673,
                    0.0019362569999827883,
                    0.0018618340000102762,
                    0.002054215000015347,
                    0.001954705000002832,
                    0.0018874129999915112,
                    0.0018384290000028614,
                    0.001844218000002229,
                    0.0018425949999993918,
                    0.0019311100000152237,
                    0.0018352749999905882,
                    0.0018667820000075608,
                    0.0018929510000020855,
                    0.0020329730000128166,
                    0.001942466000002696,
                    0.0018534010000053058,
                    0.0018571669999971618,
                    0.0018519200000071123,
                    0.0018549840000048334,
                    0.0020452719999752844,
                    0.001995225999991135,
                    0.0018342220000135967,
                    0.0018575680000196826,
                    0.002048317000003408,
                    0.0019414749999953074,
                    0.0018750740000257338,
                    0.002038061000007474,
                    0.0019429369999954815,
                    0.0018638280000118357,
                    0.0018710079999948448,
                    0.001848203999998077,
                    0.0018485450000014225,
                    0.002029758000020365,
                    0.0020206339999901957,
                    0.0019122310000057041,
                    0.0018448989999910737,
                    0.0019354759999998805,
                    0.0018629660000044623,
                    0.002035207000005812,
                    0.0019892570000195064,
                    0.0018509779999931197,
                    0.001868483999999171,
                    0.0018645689999914339,
                    0.0018272119999949155,
                    0.0018558659999996507,
                    0.002061236000002964,
                    0.0018394900000089365,
                    0.001995516999983238,
                    0.0019353649999800382,
                    0.0018474129999788147,
                    0.002025281000015866,
                    0.001946662999984028,
                    0.0018700869999861425,
                    0.0018875739999941743,
                    0.0018573579999952017,
                    0.0018693359999986114,
                    0.0018336819999831278,
                    0.0018888150000009318,
                    0.001856185999997706,
                    0.0018381790000034925,
                    0.0018467110000131015,
                    0.0018833670000049096,
                    0.0018616940000129034,
                    0.0018250480000006064,
                    0.002048035999990816,
                    0.0019435879999889494,
                    0.0018793309999978192,
                    0.002025863000000072,
                    0.001984529999987217,
                    0.0018901269999958004,
                    0.0018477940000138915,
                    0.0018727909999824988,
                    0.001856936999985237,
                    0.001882295000001477,
                    0.0018684049999819763,
                    0.0018570980000163217,
                    0.0020398230000182593,
                    0.001939862000000403,
                    0.0018532519999894248,
                    0.0020323520000147255,
                    0.0019389210000042567,
                    0.0018432359999849268,
                    0.0022128950000137593,
                    0.0020653619999961847,
                    0.002186925999978939,
                    0.002189329999993106,
                    0.0018550039999922774,
                    0.001853371000009929,
                    0.0018624649999878784,
                    0.0020522720000144545,
                    0.0019501779999870905,
                    0.001871748999974443,
                    0.001897439000003942,
                    0.001886361999993369,
                    0.0018346930000063821,
                    0.0018723299999976462,
                    0.0018376579999994647,
                    0.0018796509999958744,
                    0.0019229069999937565,
                    0.0021341770000162796,
                    0.00195448499999884,
                    0.0019106780000015533,
                    0.0020728530000155843,
                    0.0019331629999896904,
                    0.0018653799999981402,
                    0.0019231270000261702,
                    0.0018825860000220018,
                    0.0018554850000214174,
                    0.00189077800001769,
                    0.0018581079999933081,
                    0.0018864410000105636,
                    0.0020299179999767603,
                    0.00202109500000347,
                    0.0019183789999885903,
                    0.002049728000002915,
                    0.0020194230000072366,
                    0.0018547440000133975,
                    0.001895915999995168,
                    0.0019219950000035624,
                    0.0020530639999947198,
                    0.0019466530000045168,
                    0.0018759060000093086,
                    0.00204677400000719,
                    0.001953993999990189,
                    0.00191699799998446,
                    0.0019041879999974753,
                    0.0018369569999947544,
                    0.0018607529999883354,
                    0.0018617749999805255,
                    0.0019053400000075271,
                    0.0018967370000098072,
                    0.002078942999986566,
                    0.001942747000015288,
                    0.001874904999993987,
                    0.0018805020000058903,
                    0.0018708780000054048,
                    0.0018798220000064703,
                    0.0018545240000094054,
                    0.0018431560000067293,
                    0.0018542830000001231,
                    0.0020626080000170077,
                    0.002041545999986738,
                    0.001854422999997496,
                    0.0018817240000146285,
                    0.0018887450000022454,
                    0.0018700369999749,
                    0.0018629360000090855,
                    0.0018633469999826957,
                    0.001891309000001229,
                    0.0023602779999976065,
                    0.002027815000019473,
                    0.0020259329999987585,
                    0.0018763669999941612,
                    0.001882596000001513,
                    0.0018468210000150975,
                    0.001875474999991411,
                    0.00191584600000283,
                    0.001843256999990217,
                    0.0018690660000117987,
                    0.001849957000018776,
                    0.00186441900001455,
                    0.0019070429999885619,
                    0.001881803999992826,
                    0.001837738000006084,
                    0.0018891759999917213,
                    0.0018688850000216917,
                    0.002040865000026315,
                    0.0019353959999932613,
                    0.0018535220000046593,
                    0.0018948550000175146,
                    0.0018488850000153434,
                    0.0018476230000032956,
                    0.0018460100000083912,
                    0.0018447880000280747,
                    0.0020603449999896384,
                    0.0019850900000051297,
                    0.0020550870000022314,
                    0.001999191999999539,
                    0.0018872329999908288,
                    0.0018526909999820873,
                    0.0020468639999933202,
                    0.0019344240000123136,
                    0.0018530309999960082,
                    0.0020183309999879384,
                    0.0019483049999848845,
                    0.0018652589999987867,
                    0.00185764799999788,
                    0.0018451489999904425,
                    0.001859550999995463,
                    0.0018708379999736735,
                    0.001840342000008377,
                    0.0020324619999883,
                    0.0019887169999890375,
                    0.0018599619999974948,
                    0.002021334999994906,
                    0.0019465420000130962,
                    0.0018597019999901931,
                    0.0018583899999953246,
                    0.0018536919999974089,
                    0.0018956450000189307,
                    0.0018414439999787646,
                    0.0018624350000209233,
                    0.0018937529999902836,
                    0.0018942830000128197,
                    0.0018741629999965426,
                    0.0018598910000093838,
                    0.0018641780000052677,
                    0.0018804430000045613,
                    0.0018755959999907645,
                    0.0021178620000057435,
                    0.0018910189999985505,
                    0.00206352900002571,
                    0.0020292369999879156,
                    0.001874523999987332,
                    0.0018593409999994037,
                    0.0020374700000047596,
                    0.00203229199999555,
                    0.001882074999997485,
                    0.0020570500000189895,
                    0.0019536829999822203,
                    0.0018752839999933713,
                    0.0018767370000034589,
                    0.00185594600000627,
                    0.0018763960000001134,
                    0.0018948340000122244,
                    0.001871398999981011,
                    0.00204779599999938,
                    0.0018906679999872722,
                    0.0018816440000080092,
                    0.002059352999992825,
                    0.0020053309999923385,
                    0.0019098170000120263,
                    0.0019245590000025459,
                    0.0018754550000039671,
                    0.002044741000020167,
                    0.0019727920000036647,
                    0.0018735029999845665,
                    0.0018601620000140429,
                    0.0019008939999878294,
                    0.0018634969999880013,
                    0.0018743029999939154,
                    0.002037601000012046,
                    0.0020174200000155906,
                    0.0019233680000070308,
                    0.0018191499999886673,
                    0.001935115000009091,
                    0.0018725399999937054,
                    0.0020236390000150095,
                    0.0019945850000056,
                    0.0018399710000096547,
                    0.0018565560000070036,
                    0.0018599310000126934,
                    0.0018590599999868118,
                    0.0018922810000105983,
                    0.002061116000021457,
                    0.001997829999993428,
                    0.0018315880000159268,
                    0.0018824160000008305,
                    0.0019437280000147439,
                    0.0018649589999881755,
                    0.0018668419999983143,
                    0.001857667999985324,
                    0.0018640880000191373,
                    0.0018741529999886097,
                    0.0018990110000061122,
                    0.0018451290000029985,
                    0.002044301000012183,
                    0.0019338029999858009,
                    0.0018553550000035557,
                    0.0019259209999802351,
                    0.0018558760000075836,
                    0.001873753000012357,
                    0.0018580880000058642,
                    0.001869835999997349,
                    0.0020446110000023054,
                    0.002018031000005749,
                    0.001927894000004926,
                    0.0018894659999943997,
                    0.0020514210000044386,
                    0.001981986000004099,
                    0.001871789999995599,
                    0.002059113000001389,
                    0.0019303480000019135,
                    0.0018562970000175483,
                    0.002061795999992455,
                    0.0019060019999983524
                ],
                "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": 5,
                "max_time": 1.0,
                "min_time": 5e-06,
                "warmup": false
            },
            "stats": {
                "min": 1.0096884740000007,
                "max": 1.0223744110000155,
                "mean": 1.0180993107999996,
                "stddev": 0.00496964599231349,
                "rounds": 5,
                "median": 1.020287556999989,
                "iqr": 0.005034773749997612,
                "q1": 1.0157952657500005,
                "q3": 1.020830039499998,
                "iqr_outliers": 0,
                "stddev_outliers": 1,
                "outliers": "1;0",
                "ld15iqr": 1.0096884740000007,
                "hd15iqr": 1.0223744110000155,
                "ops": 0.9822224505919982,
                "total": 5.090496553999998,
                "data": [
                    1.0203152489999923,
                    1.020287556999989,
                    1.0096884740000007,
                    1.0223744110000155,
                    1.0178308630000004
                ],
                "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": 5,
                "max_time": 1.0,
                "min_time": 5e-06,
                "warmup": false
            },
            "stats": {
                "min": 0.7961572799999885,
                "max": 0.8081575589999943,
                "mean": 0.8021219315999986,
                "stddev": 0.004417123827647409,
                "rounds": 5,
                "median": 0.8030124020000073,
                "iqr": 0.005319726000038827,
                "q1": 0.7991103982499794,
                "q3": 0.8044301242500183,
                "iqr_outliers": 0,
                "stddev_outliers": 2,
                "outliers": "2;0",
                "ld15iqr": 0.7961572799999885,
                "hd15iqr": 0.8081575589999943,
                "ops": 1.2466932527393841,
                "total": 4.010609657999993,
                "data": [
                    0.7961572799999885,
                    0.8031876460000262,
                    0.8030124020000073,
                    0.8081575589999943,
                    0.8000947709999764
                ],
                "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": 5,
                "max_time": 1.0,
                "min_time": 5e-06,
                "warmup": false
            },
            "stats": {
                "min": 0.06320880399999851,
                "max": 0.06951504599999225,
                "mean": 0.06544759053333754,
                "stddev": 0.0020329813759023554,
                "rounds": 15,
                "median": 0.06476812100001439,
                "iqr": 0.0026283797500212813,
                "q1": 0.06396750349999536,
                "q3": 0.06659588325001664,
                "iqr_outliers": 0,
                "stddev_outliers": 5,
                "outliers": "5;0",
                "ld15iqr": 0.06320880399999851,
                "hd15iqr": 0.06951504599999225,
                "ops": 15.279401301880203,
                "total": 0.981713858000063,
                "data": [
                    0.06507995200001915,
                    0.06399896899998225,
                    0.06476812100001439,
                    0.06320880399999851,
                    0.06681931100001748,
                    0.06391822599999841,
                    0.06418237500000146,
                    0.06437139100000877,
                    0.06333623599999783,
                    0.06395701499999973,
                    0.06890019600001551,
                    0.06592560000001413,
                    0.06549211600000149,
                    0.06951504599999225,
                    0.0682405000000017
                ],
                "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": 5,
                "max_time": 1.0,
                "min_time": 5e-06,
                "warmup": false
            },
            "stats": {
                "min": 0.34104188100002375,
                "max": 0.3626879340000073,
                "mean": 0.3484051050000062,
                "stddev": 0.008483708745715723,
                "rounds": 5,
                "median": 0.3456180999999958,
                "iqr": 0.009289875749992405,
                "q1": 0.3430753927500092,
                "q3": 0.3523652685000016,
                "iqr_outliers": 0,
                "stddev_outliers": 1,
                "outliers": "1;0",
                "ld15iqr": 0.34104188100002375,
                "hd15iqr": 0.3626879340000073,
                "ops": 2.8702220077974525,
                "total": 1.742025525000031,
                "data": [
                    0.3489243799999997,
                    0.34104188100002375,
                    0.34375323000000435,
                    0.3626879340000073,
                    0.3456180999999958
                ],
                "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": 5,
                "max_time": 1.0,
                "min_time": 5e-06,
                "warmup": false
            },
            "stats": {
                "min": 0.04156083899999885,
                "max": 0.05017277199999626,
                "mean": 0.04506689155999652,
                "stddev": 0.0028549083059081597,
                "rounds": 25,
                "median": 0.04515701700000818,
                "iqr": 0.005202037500005474,
                "q1": 0.04220680299999202,
                "q3": 0.047408840499997495,
                "iqr_outliers": 0,
                "stddev_outliers": 11,
                "outliers": "11;0",
                "ld15iqr": 0.04156083899999885,
                "hd15iqr": 0.05017277199999626,
                "ops": 22.189238382876326,
                "total": 1.126672288999913,
                "data": [
                    0.04156083899999885,
                    0.041956427999991774,
                    0.04223820299998238,
                    0.041866712000000916,
                    0.04182081199999743,
                    0.04159368899999549,
                    0.042585518999999294,
                    0.042112603000020954,
                    0.04250388500000213,
                    0.04515701700000818,
                    0.04403863699999988,
                    0.04419329999998922,
                    0.048233809999999266,
                    0.0434809029999883,
                    0.046100243999973145,
                    0.046421570000006795,
                    0.045605195999996795,
                    0.04932757399998877,
                    0.05007351199998311,
                    0.05017277199999626,
                    0.04772632299997781,
                    0.04820812200000546,
                    0.04730301300000406,
                    0.04615677900000037,
                    0.04623482700000636
                ],
                "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": 5,
                "max_time": 1.0,
                "min_time": 5e-06,
                "warmup": false
            },
            "stats": {
                "min": 0.09286040499998194,
                "max": 0.1142450940000117,
                "mean": 0.10283158299999968,
                "stddev": 0.00608973141864752,
                "rounds": 10,
                "median": 0.10325755350001486,
                "iqr": 0.004524543000002268,
                "q1": 0.10135197599998946,
                "q3": 0.10587651899999173,
                "iqr_outliers": 2,
                "stddev_outliers": 3,
                "outliers": "3;2",
                "ld15iqr": 0.09457427700002086,
                "hd15iqr": 0.1142450940000117,
                "ops": 9.724638781453,
                "total": 1.0283158299999968,
                "data": [
                    0.10587651899999173,
                    0.10135197599998946,
                    0.1013525679999816,
                    0.10272941000002334,
                    0.10719308899999191,
                    0.09457427700002086,
                    0.1037856970000064,
                    0.10434679499999788,
                    0.09286040499998194,
                    0.1142450940000117
                ],
                "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": 5,
                "max_time": 1.0,
                "min_time": 5e-06,
                "warmup": false
            },
            "stats": {
                "min": 0.33326697699999386,
                "max": 0.35057964399999264,
                "mean": 0.33925745639999716,
                "stddev": 0.006798840747666675,
                "rounds": 5,
                "median": 0.33773432800001046,
                "iqr": 0.0078851925000194,
                "q1": 0.33455310624998447,
                "q3": 0.34243829875000387,
                "iqr_outliers": 0,
                "stddev_outliers": 1,
                "outliers": "1;0",
                "ld15iqr": 0.33326697699999386,
                "hd15iqr": 0.35057964399999264,
                "ops": 2.94761391720441,
                "total": 1.696287281999986,
                "data": [
                    0.35057964399999264,
                    0.33773432800001046,
                    0.3397245170000076,
                    0.33326697699999386,
                    0.33498181599998134
                ],
                "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": 5,
                "max_time": 1.0,
                "min_time": 5e-06,
                "warmup": false
            },
            "stats": {
                "min": 0.012561816000015824,
                "max": 0.015023939000002429,
                "mean": 0.013218659541666887,
                "stddev": 0.0005903398224914475,
                "rounds": 72,
                "median": 0.012997562000009566,
                "iqr": 0.0003901400000074773,
                "q1": 0.012908360499992,
                "q3": 0.013298500499999477,
                "iqr_outliers": 9,
                "stddev_outliers": 11,
                "outliers": "11;9",
                "ld15iqr": 0.012561816000015824,
                "hd15iqr": 0.014321937999994816,
                "ops": 75.6506358945,
                "total": 0.9517434870000159,
                "data": [
                    0.01334670399998572,
                    0.012997169000016129,
                    0.012942132000006268,
                    0.012953558000020848,
                    0.013359307000001763,
                    0.013155648999997993,
                    0.013092779000004384,
                    0.012948772000015651,
                    0.01292870099999277,
                    0.013174412999973129,
                    0.012956664000000728,
                    0.012997955000003003,
                    0.013066549999990684,
                    0.013613486999986435,
                    0.012637630999989824,
                    0.012876971999986608,
                    0.01279619100000673,
                    0.012821088000009695,
                    0.013027028999999857,
                    0.013020038999997041,
                    0.012905716000005896,
                    0.012721267000017633,
                    0.012746796000016047,
                    0.013299901999999975,
                    0.012911004999978104,
                    0.012962861999994857,
                    0.013121842999993305,
                    0.012725453999991032,
                    0.012978275999984135,
                    0.012912956999997505,
                    0.012846816999996236,
                    0.01284046699998953,
                    0.012783402000025035,
                    0.013076675000007754,
                    0.01292733899998666,
                    0.012838084000009076,
                    0.01329709899999898,
                    0.012923792999998795,
                    0.012868240000017295,
                    0.01465531200000214,
                    0.014525716000008515,
                    0.014539747000014813,
                    0.013876925000005258,
                    0.013158658999998352,
                    0.01303675399998383,
                    0.014386285000000498,
                    0.013401074999990215,
                    0.013337599000010414,
                    0.012797983000012891,
                    0.012934610000002067,
                    0.014837167000024465,
                    0.015023939000002429,
                    0.012984674999984236,
                    0.012919377000002896,
                    0.012966177000009793,
                    0.0127400560000126,
                    0.012561816000015824,
                    0.012771614000001819,
                    0.012937354000001733,
                    0.012972267000009197,
                    0.014865220000018553,
                    0.013301595000001498,
                    0.01267497799997841,
                    0.013203946999993832,
                    0.013419592999980523,
                    0.013124946999994336,
                    0.013156144999982189,
                    0.013145268999977588,
                    0.014637565000015229,
                    0.014321937999994816,
                    0.013076493999989225,
                    0.013049905000002582
                ],
                "iterations": 1
            }
        }
    ],
    "datetime": "2026-04-10T14:55:14.552200+00:00",
    "version": "5.2.3"
}