File size: 47,721 Bytes
c683788
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
    "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 7763 64-Core Processor",
            "hz_advertised_friendly": "3.3030 GHz",
            "hz_actual_friendly": "3.3030 GHz",
            "hz_advertised": [
                3302956000,
                0
            ],
            "hz_actual": [
                3302956000,
                0
            ],
            "stepping": 1,
            "model": 1,
            "family": 25,
            "flags": [
                "3dnowext",
                "3dnowprefetch",
                "abm",
                "adx",
                "aes",
                "aperfmperf",
                "apic",
                "arat",
                "avx",
                "avx2",
                "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",
                "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"
            ],
            "l3_cache_size": 524288,
            "l2_cache_size": 1048576,
            "l1_data_cache_size": 65536,
            "l1_instruction_cache_size": 65536,
            "l2_cache_line_size": 512,
            "l2_cache_associativity": 6
        }
    },
    "commit_info": {
        "id": "be55f0c59acc3be01a649093ccd2e1b0fed15575",
        "time": "2026-04-10T12:42:06+02:00",
        "author_time": "2026-04-10T12:42:06+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": 2.399144889000013,
                "max": 2.4276360030000035,
                "mean": 2.4100243206000016,
                "stddev": 0.011054887709287649,
                "rounds": 5,
                "median": 2.407232205999975,
                "iqr": 0.014218154250002613,
                "q1": 2.402279223750007,
                "q3": 2.4164973780000096,
                "iqr_outliers": 0,
                "stddev_outliers": 1,
                "outliers": "1;0",
                "ld15iqr": 2.399144889000013,
                "hd15iqr": 2.4276360030000035,
                "ops": 0.4149335720193227,
                "total": 12.050121603000008,
                "data": [
                    2.4127845030000117,
                    2.4276360030000035,
                    2.403324002000005,
                    2.407232205999975,
                    2.399144889000013
                ],
                "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": 1.1963711570000157,
                "max": 1.2003859120000016,
                "mean": 1.1978722071999983,
                "stddev": 0.0015651964811700838,
                "rounds": 5,
                "median": 1.1973138580000011,
                "iqr": 0.0019597820000072375,
                "q1": 1.1968485334999883,
                "q3": 1.1988083154999956,
                "iqr_outliers": 0,
                "stddev_outliers": 1,
                "outliers": "1;0",
                "ld15iqr": 1.1963711570000157,
                "hd15iqr": 1.2003859120000016,
                "ops": 0.8348135919585943,
                "total": 5.989361035999991,
                "data": [
                    1.1963711570000157,
                    1.1973138580000011,
                    1.2003859120000016,
                    1.1970076589999792,
                    1.1982824499999936
                ],
                "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": 1.1920374389999893,
                "max": 1.2044539670000063,
                "mean": 1.1958607939999921,
                "stddev": 0.005128300655160725,
                "rounds": 5,
                "median": 1.193655691999993,
                "iqr": 0.006212037499999212,
                "q1": 1.1923892339999895,
                "q3": 1.1986012714999887,
                "iqr_outliers": 0,
                "stddev_outliers": 1,
                "outliers": "1;0",
                "ld15iqr": 1.1920374389999893,
                "hd15iqr": 1.2044539670000063,
                "ops": 0.8362177312086096,
                "total": 5.979303969999961,
                "data": [
                    1.193655691999993,
                    1.196650372999983,
                    1.1925064989999896,
                    1.1920374389999893,
                    1.2044539670000063
                ],
                "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": 2.5303564779999874,
                "max": 2.5572315930000116,
                "mean": 2.545850655999999,
                "stddev": 0.011751331861640417,
                "rounds": 5,
                "median": 2.5521345610000026,
                "iqr": 0.019310587250039646,
                "q1": 2.5348672082499775,
                "q3": 2.554177795500017,
                "iqr_outliers": 0,
                "stddev_outliers": 1,
                "outliers": "1;0",
                "ld15iqr": 2.5303564779999874,
                "hd15iqr": 2.5572315930000116,
                "ops": 0.39279601796092173,
                "total": 12.729253279999995,
                "data": [
                    2.5572315930000116,
                    2.553159863000019,
                    2.5303564779999874,
                    2.536370784999974,
                    2.5521345610000026
                ],
                "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": 1.2940011100000106,
                "max": 1.3103990740000313,
                "mean": 1.3009858649999955,
                "stddev": 0.006752042789367493,
                "rounds": 5,
                "median": 1.3025011379999683,
                "iqr": 0.010364795249984127,
                "q1": 1.294628126500001,
                "q3": 1.3049929217499852,
                "iqr_outliers": 0,
                "stddev_outliers": 2,
                "outliers": "2;0",
                "ld15iqr": 1.2940011100000106,
                "hd15iqr": 1.3103990740000313,
                "ops": 0.768647859214061,
                "total": 6.504929324999978,
                "data": [
                    1.3025011379999683,
                    1.3103990740000313,
                    1.2940011100000106,
                    1.2948371319999978,
                    1.3031908709999698
                ],
                "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": 1.036141099999952,
                "max": 1.04858803999997,
                "mean": 1.0433200627999781,
                "stddev": 0.005429864896740576,
                "rounds": 5,
                "median": 1.0462969019999946,
                "iqr": 0.008844703499974571,
                "q1": 1.0382591427499932,
                "q3": 1.0471038462499678,
                "iqr_outliers": 0,
                "stddev_outliers": 1,
                "outliers": "1;0",
                "ld15iqr": 1.036141099999952,
                "hd15iqr": 1.04858803999997,
                "ops": 0.9584786449100583,
                "total": 5.216600313999891,
                "data": [
                    1.038965157000007,
                    1.0462969019999946,
                    1.04858803999997,
                    1.036141099999952,
                    1.046609114999967
                ],
                "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": 1.2821829100000173,
                "max": 1.3034829839999702,
                "mean": 1.2896045055999934,
                "stddev": 0.010047629553771076,
                "rounds": 5,
                "median": 1.2826358340000183,
                "iqr": 0.01631879299998218,
                "q1": 1.2824441402499929,
                "q3": 1.298762933249975,
                "iqr_outliers": 0,
                "stddev_outliers": 1,
                "outliers": "1;0",
                "ld15iqr": 1.2821829100000173,
                "hd15iqr": 1.3034829839999702,
                "ops": 0.775431533976183,
                "total": 6.448022527999967,
                "data": [
                    1.2825312169999847,
                    1.2826358340000183,
                    1.3034829839999702,
                    1.2971895829999767,
                    1.2821829100000173
                ],
                "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": 0.0022592159999703654,
                "max": 0.0026707399999850168,
                "mean": 0.002354132630433888,
                "stddev": 7.407623457292018e-05,
                "rounds": 368,
                "median": 0.002331350499986229,
                "iqr": 8.850000000393266e-05,
                "q1": 0.002300797999993165,
                "q3": 0.0023892979999970976,
                "iqr_outliers": 13,
                "stddev_outliers": 78,
                "outliers": "78;13",
                "ld15iqr": 0.0022592159999703654,
                "hd15iqr": 0.0025236369999674935,
                "ops": 424.7849025463323,
                "total": 0.8663208079996707,
                "data": [
                    0.0024694969999927707,
                    0.002397793999989517,
                    0.002390399999967485,
                    0.0023965809999708654,
                    0.002363771000034376,
                    0.0024711899999942943,
                    0.002383245999965311,
                    0.0023511569999641324,
                    0.0023544240000319405,
                    0.0023344360000123743,
                    0.002426828000011483,
                    0.002381242000012662,
                    0.0023747609999986707,
                    0.002417379999997138,
                    0.0023366499999610824,
                    0.0023312470000291796,
                    0.002389837999999145,
                    0.0023264910000193595,
                    0.0024146640000139996,
                    0.0023236459999793624,
                    0.0023255599999743026,
                    0.002391543999976875,
                    0.0023478009999848837,
                    0.0023375220000048103,
                    0.0024017709999952785,
                    0.002356226999950195,
                    0.0023846690000368653,
                    0.0023962710000091647,
                    0.002324928000007276,
                    0.0024141040000245084,
                    0.0023544229999856725,
                    0.0023360280000019884,
                    0.0025009860000295703,
                    0.002366064999989703,
                    0.0023981440000397924,
                    0.002378276999991158,
                    0.0023378730000445103,
                    0.0026068619999932707,
                    0.002361446000008982,
                    0.0024021019999622695,
                    0.00249456299997064,
                    0.00233336399998052,
                    0.0023621070000103828,
                    0.0023091090000093573,
                    0.0025297789999854103,
                    0.0023636700000224664,
                    0.002297177000002648,
                    0.002521483000009539,
                    0.0023445139999580533,
                    0.002393916000016816,
                    0.002348270999959823,
                    0.0023286250000182918,
                    0.0025640999999723135,
                    0.002311183000017536,
                    0.0023086680000119486,
                    0.0024539899999922454,
                    0.002402862999986155,
                    0.0023251490000006925,
                    0.002314027000011265,
                    0.0023093290000133493,
                    0.0023638310000251295,
                    0.002344464000032076,
                    0.0023347569999714324,
                    0.0025236369999674935,
                    0.002395830000011756,
                    0.0023888970000029985,
                    0.002349604000016825,
                    0.002339935999998488,
                    0.002493350999998256,
                    0.002296565999984068,
                    0.00232990800003563,
                    0.002327243000024737,
                    0.0023306489999868063,
                    0.0026707399999850168,
                    0.002339735000020937,
                    0.0022911650000310146,
                    0.002397082000015871,
                    0.00227280100000371,
                    0.0023420499999815547,
                    0.0025014759999635316,
                    0.0022904840000137483,
                    0.0023583800000324118,
                    0.0023068649999800073,
                    0.0023313309999934972,
                    0.0025684379999688645,
                    0.002297047000013208,
                    0.002314528999988852,
                    0.0023923740000100224,
                    0.002270177000013973,
                    0.0023274229999969975,
                    0.0023244980000072246,
                    0.0023313699999789605,
                    0.002509821999979067,
                    0.0023941789999639695,
                    0.002333713999973952,
                    0.002558929999963766,
                    0.0022912150000138354,
                    0.0022950530000116487,
                    0.0024040569999783656,
                    0.0023322819999975763,
                    0.0023950080000076923,
                    0.0022804149999728907,
                    0.0023421810000172627,
                    0.002316342999961307,
                    0.00236122600000499,
                    0.0023202299999525167,
                    0.0024171299999693474,
                    0.002284043000031488,
                    0.0023243269999966287,
                    0.0023217120000254,
                    0.0024541880000015226,
                    0.0023181759999602036,
                    0.0023783279999634033,
                    0.002295964999973421,
                    0.0023224629999845092,
                    0.0024949209999931554,
                    0.0023084979999907773,
                    0.00232702200003132,
                    0.002427498999963973,
                    0.002333483999962027,
                    0.0024866890000225794,
                    0.0023112530000162224,
                    0.002359081999998125,
                    0.0023955699999760327,
                    0.0023188970000092013,
                    0.0023474399999940943,
                    0.002519720000009329,
                    0.0022801750000098764,
                    0.0023095290000014757,
                    0.0022969070000158354,
                    0.002416017000030024,
                    0.002378319999991163,
                    0.002296025000021018,
                    0.002363981000030435,
                    0.0024006869999766423,
                    0.0022671510000122908,
                    0.0023242869999648974,
                    0.002538684999990437,
                    0.0023367499999835672,
                    0.0023170440000512826,
                    0.002284183000028861,
                    0.0022730919999958132,
                    0.0024883119999685732,
                    0.0022666090000029726,
                    0.002332241999965845,
                    0.002380711999990126,
                    0.0024837839999918288,
                    0.0022824490000061814,
                    0.002355213999976513,
                    0.002320240000017293,
                    0.0022809259999689857,
                    0.0023443339999857926,
                    0.002312856000003194,
                    0.0022592159999703654,
                    0.0025069459999826904,
                    0.002292949000036515,
                    0.0022735630000170204,
                    0.0024372370000378396,
                    0.0022665400000505542,
                    0.0022748349999801576,
                    0.002330258999961643,
                    0.002314669000043068,
                    0.0023197579999987283,
                    0.002394938000009006,
                    0.0023084680000238222,
                    0.0022780310000030113,
                    0.0023172439999825656,
                    0.00227847200000042,
                    0.002289903000018967,
                    0.002561989000014364,
                    0.002290694999999232,
                    0.0023151999999981854,
                    0.0023193879999894307,
                    0.002315420999991602,
                    0.0022801350000349885,
                    0.0025094910000120763,
                    0.0023053929999719003,
                    0.0023152199999572076,
                    0.002491426999995383,
                    0.0023164020000194796,
                    0.0023278539999864734,
                    0.002288391000035972,
                    0.0023301769999761746,
                    0.0024880519999896933,
                    0.0023006029999805833,
                    0.002281528000025901,
                    0.002323184999966088,
                    0.0024622739999813348,
                    0.002296075000003839,
                    0.002353981999988264,
                    0.0023131060000309844,
                    0.002314087999991443,
                    0.0023367399999756344,
                    0.002262893000022359,
                    0.002286577000006673,
                    0.00241298199995299,
                    0.002285675999985415,
                    0.002274043999989317,
                    0.0022762079999552043,
                    0.0025191610000092624,
                    0.0022726419999798964,
                    0.002322644000003038,
                    0.0022692449999794917,
                    0.002263724000044931,
                    0.0023274920000062593,
                    0.002319177000003947,
                    0.0022823689999995622,
                    0.0023123049999753675,
                    0.002362999000013133,
                    0.002290925000011157,
                    0.0022719689999917136,
                    0.0025267120000194154,
                    0.0023332740000228114,
                    0.0022999020000042947,
                    0.0023721459999705985,
                    0.0023219929999527267,
                    0.0023310700000251927,
                    0.00245887699998093,
                    0.0023097399999869594,
                    0.0023373910000259457,
                    0.002281878000019333,
                    0.0022877890000359002,
                    0.0023896989999911966,
                    0.0022836009999878115,
                    0.0023232049999819537,
                    0.00241381400002183,
                    0.0023350270000150886,
                    0.002300292999962039,
                    0.0023376510000048256,
                    0.0024237119999952483,
                    0.002283530999989125,
                    0.0023323809999737932,
                    0.0022825689999876886,
                    0.0022819590000153767,
                    0.0025131269999860706,
                    0.002291695999986132,
                    0.002277691000017512,
                    0.002342290999990837,
                    0.0022913459999927,
                    0.0022923180000020693,
                    0.002501115999962167,
                    0.0023083680000013374,
                    0.002318425999987994,
                    0.0022966060000157995,
                    0.0023283149999997477,
                    0.002297306999992088,
                    0.0024961660000144548,
                    0.002340146999983972,
                    0.0022974470000463043,
                    0.002308757000037076,
                    0.0023499239999864585,
                    0.002327662999960012,
                    0.0023455269999885786,
                    0.002285954999990736,
                    0.002301766000016414,
                    0.0023088480000410527,
                    0.002291224999964925,
                    0.002278381999985868,
                    0.0024947539999971013,
                    0.0022983790000239424,
                    0.002329136000014387,
                    0.0023168430000168883,
                    0.002335517999995318,
                    0.002297275999978865,
                    0.0025417610000317836,
                    0.002294140999993033,
                    0.0023440340000320248,
                    0.0023791589999859752,
                    0.0022750960000053055,
                    0.0022841319999997722,
                    0.0023126230000229953,
                    0.0022911149999913505,
                    0.0023122850000163453,
                    0.0024505910000129916,
                    0.0023342750000097112,
                    0.002371214999982385,
                    0.002454729000021416,
                    0.0022764089999895987,
                    0.0023462380000296434,
                    0.0022886610000227847,
                    0.0023116030000096544,
                    0.0025014179999516273,
                    0.0022803159999966738,
                    0.002275295999993432,
                    0.0023501850000116065,
                    0.0022904240000229947,
                    0.002281616999994185,
                    0.002394057000003613,
                    0.002320881000002828,
                    0.002268332999960876,
                    0.0023905300000137686,
                    0.0022997210000426094,
                    0.0022907439999926282,
                    0.0025062750000302003,
                    0.002334896999968805,
                    0.002295081999989179,
                    0.002357920000008562,
                    0.002297446999989461,
                    0.002308346999996047,
                    0.002424062999978105,
                    0.0023044600000048376,
                    0.0022917869999901086,
                    0.002377195999997639,
                    0.002314769999998134,
                    0.0023394550000261916,
                    0.0024991720000002715,
                    0.0023507260000315,
                    0.0023555550000082803,
                    0.0023811610000166183,
                    0.002291646000003311,
                    0.002395238000019617,
                    0.0023442439999712406,
                    0.0023055929999600266,
                    0.0025385349999851314,
                    0.0022869869999908587,
                    0.0023134460000164836,
                    0.0024302940000211493,
                    0.002306344000032823,
                    0.002296674999968218,
                    0.002476268999998865,
                    0.0023633200000290344,
                    0.0023101300000121228,
                    0.002289612000026864,
                    0.002287018000004082,
                    0.0025076470000158224,
                    0.0022815570000034313,
                    0.0023443140000267704,
                    0.0023316709999789964,
                    0.0023435630000108176,
                    0.002328194999961397,
                    0.0023433929999896463,
                    0.002336679999984881,
                    0.0022840920000248843,
                    0.002321311000002879,
                    0.002303437999955804,
                    0.002295103000051313,
                    0.0023271619999718496,
                    0.002340567999965515,
                    0.0023049910000167984,
                    0.0025100219999671936,
                    0.0023393550000037067,
                    0.0023009930000057466,
                    0.0024895949999859113,
                    0.0023203499999908672,
                    0.002306244000010338,
                    0.0023359889999596817,
                    0.0024120799999991505,
                    0.0025362509999808935,
                    0.0022960340000395263,
                    0.002333013999987088,
                    0.0025001539999607303,
                    0.002317113000003701,
                    0.0023372210000047744,
                    0.0024311760000159666,
                    0.002366055000038614,
                    0.0025113260000466653,
                    0.00228452300001436,
                    0.002397363000000041,
                    0.002397129000030418,
                    0.0023433619999764232,
                    0.0023102409999751217,
                    0.002328654999985247,
                    0.0023279339999930926,
                    0.0025093529999935527,
                    0.0023501850000116065,
                    0.002321731999984422,
                    0.00234848200000215,
                    0.0023445850000030077
                ],
                "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": 1.297161501000005,
                "max": 1.3172292940000148,
                "mean": 1.3052188266000144,
                "stddev": 0.008952612482143137,
                "rounds": 5,
                "median": 1.2999143040000263,
                "iqr": 0.014643523749967358,
                "q1": 1.2988979752500285,
                "q3": 1.3135414989999958,
                "iqr_outliers": 0,
                "stddev_outliers": 1,
                "outliers": "1;0",
                "ld15iqr": 1.297161501000005,
                "hd15iqr": 1.3172292940000148,
                "ops": 0.766155053559039,
                "total": 6.526094133000072,
                "data": [
                    1.3123122339999895,
                    1.2999143040000263,
                    1.297161501000005,
                    1.3172292940000148,
                    1.2994768000000363
                ],
                "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": 1.041712336000046,
                "max": 1.084037507000005,
                "mean": 1.0546371004000092,
                "stddev": 0.018013637677394303,
                "rounds": 5,
                "median": 1.0446015919999923,
                "iqr": 0.02335694499997487,
                "q1": 1.0426030330000202,
                "q3": 1.065959977999995,
                "iqr_outliers": 0,
                "stddev_outliers": 1,
                "outliers": "1;0",
                "ld15iqr": 1.041712336000046,
                "hd15iqr": 1.084037507000005,
                "ops": 0.9481934587932794,
                "total": 5.273185502000047,
                "data": [
                    1.041712336000046,
                    1.0428999320000116,
                    1.0446015919999923,
                    1.084037507000005,
                    1.0599341349999918
                ],
                "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": 0.0722714619999465,
                "max": 0.08030559799999537,
                "mean": 0.07612297030768699,
                "stddev": 0.0022032579520160833,
                "rounds": 13,
                "median": 0.07572066400001631,
                "iqr": 0.002367326499978617,
                "q1": 0.07468714725000325,
                "q3": 0.07705447374998187,
                "iqr_outliers": 0,
                "stddev_outliers": 3,
                "outliers": "3;0",
                "ld15iqr": 0.0722714619999465,
                "hd15iqr": 0.08030559799999537,
                "ops": 13.136639255641589,
                "total": 0.9895986139999309,
                "data": [
                    0.07694787200000519,
                    0.0744267910000076,
                    0.0798864899999785,
                    0.07443277199996601,
                    0.07561189199998353,
                    0.07514984100004085,
                    0.07698201799996696,
                    0.08030559799999537,
                    0.07572066400001631,
                    0.0722714619999465,
                    0.07477193900001566,
                    0.07581943399998181,
                    0.0772718410000266
                ],
                "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": 0.3971298280000042,
                "max": 0.4173672900000156,
                "mean": 0.4086842132000129,
                "stddev": 0.008804224762159123,
                "rounds": 5,
                "median": 0.4105537469999945,
                "iqr": 0.015514318249984171,
                "q1": 0.4009438060000292,
                "q3": 0.4164581242500134,
                "iqr_outliers": 0,
                "stddev_outliers": 1,
                "outliers": "1;0",
                "ld15iqr": 0.3971298280000042,
                "hd15iqr": 0.4173672900000156,
                "ops": 2.4468769962264068,
                "total": 2.0434210660000645,
                "data": [
                    0.4105537469999945,
                    0.41615506900001265,
                    0.4173672900000156,
                    0.40221513200003756,
                    0.3971298280000042
                ],
                "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": 0.04411667900001248,
                "max": 0.0466544519999843,
                "mean": 0.04539259450000562,
                "stddev": 0.0006522085769707009,
                "rounds": 24,
                "median": 0.04536863400002744,
                "iqr": 0.0010247980000315238,
                "q1": 0.04486826449999626,
                "q3": 0.04589306250002778,
                "iqr_outliers": 0,
                "stddev_outliers": 9,
                "outliers": "9;0",
                "ld15iqr": 0.04411667900001248,
                "hd15iqr": 0.0466544519999843,
                "ops": 22.03002518395101,
                "total": 1.0894222680001349,
                "data": [
                    0.04538149800004021,
                    0.04480727099996784,
                    0.04411667900001248,
                    0.04521019899999601,
                    0.04609267899996894,
                    0.044386970999994446,
                    0.045562313000004906,
                    0.04562620199999401,
                    0.04618665100002772,
                    0.0453447889999552,
                    0.04526810699996986,
                    0.04535577000001467,
                    0.04521450800001503,
                    0.04573211900003571,
                    0.04588832900003581,
                    0.0466544519999843,
                    0.04448777800001835,
                    0.04589779600001975,
                    0.044929258000024674,
                    0.046297749000018484,
                    0.044792555000015,
                    0.04463565200001085,
                    0.046111574000008204,
                    0.045441369000002396
                ],
                "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": 0.10370766500000173,
                "max": 0.12409819200001948,
                "mean": 0.1071647932000019,
                "stddev": 0.006145589261836159,
                "rounds": 10,
                "median": 0.10510695400000714,
                "iqr": 0.0027011360000415152,
                "q1": 0.1040145949999669,
                "q3": 0.10671573100000842,
                "iqr_outliers": 1,
                "stddev_outliers": 1,
                "outliers": "1;1",
                "ld15iqr": 0.10370766500000173,
                "hd15iqr": 0.12409819200001948,
                "ops": 9.331422850167758,
                "total": 1.071647932000019,
                "data": [
                    0.10370766500000173,
                    0.1051323410000009,
                    0.10671573100000842,
                    0.10448981799999046,
                    0.1040145949999669,
                    0.10508156700001337,
                    0.12409819200001948,
                    0.10867987900002163,
                    0.10372631899997486,
                    0.1060018250000212
                ],
                "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": 0.3846184820000076,
                "max": 0.3959857929999657,
                "mean": 0.3889940501999945,
                "stddev": 0.004400992058204585,
                "rounds": 5,
                "median": 0.3889647240000045,
                "iqr": 0.005461058750015013,
                "q1": 0.38562047449998715,
                "q3": 0.39108153325000217,
                "iqr_outliers": 0,
                "stddev_outliers": 1,
                "outliers": "1;0",
                "ld15iqr": 0.3846184820000076,
                "hd15iqr": 0.3959857929999657,
                "ops": 2.570733407068482,
                "total": 1.9449702509999724,
                "data": [
                    0.3959857929999657,
                    0.3894467800000143,
                    0.3889647240000045,
                    0.3846184820000076,
                    0.38595447199998034
                ],
                "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": 0.01531278499999189,
                "max": 0.019977896000000328,
                "mean": 0.01623557043103476,
                "stddev": 0.000981161321670118,
                "rounds": 58,
                "median": 0.015823665499993922,
                "iqr": 0.0007755040000461122,
                "q1": 0.015703570999960448,
                "q3": 0.01647907500000656,
                "iqr_outliers": 5,
                "stddev_outliers": 10,
                "outliers": "10;5",
                "ld15iqr": 0.01531278499999189,
                "hd15iqr": 0.017927030000009836,
                "ops": 61.5931546259977,
                "total": 0.941663085000016,
                "data": [
                    0.01573025099997949,
                    0.015964363999955822,
                    0.015984806000005847,
                    0.015710828000010224,
                    0.015853803000027256,
                    0.0163626980000231,
                    0.017614368000010927,
                    0.01588631199996371,
                    0.015728648999981942,
                    0.015784762999999202,
                    0.015621738999982426,
                    0.017226377000042703,
                    0.01729869799999051,
                    0.01576949500002911,
                    0.017228240000008554,
                    0.015717427000026873,
                    0.015712136999979975,
                    0.015621980000048552,
                    0.016795894999972916,
                    0.01724317000002884,
                    0.016757081000037033,
                    0.015608836000012616,
                    0.015927508999993734,
                    0.016053252999995493,
                    0.01583371399999578,
                    0.015784682999992583,
                    0.018928205000008802,
                    0.015504750999980388,
                    0.01587702500000887,
                    0.01583976500000972,
                    0.016542123000022002,
                    0.015658007000013185,
                    0.017932411000003867,
                    0.015645473000006405,
                    0.015830278000009912,
                    0.01580907799996112,
                    0.015778622000027553,
                    0.015806081999983235,
                    0.016035057999999935,
                    0.015703570999960448,
                    0.0159895609999694,
                    0.01647907500000656,
                    0.016892200000029334,
                    0.0159156869999606,
                    0.015817052999977932,
                    0.019286329999999907,
                    0.019977896000000328,
                    0.01555786099999068,
                    0.01574916600003462,
                    0.015600890999962758,
                    0.015672002000030716,
                    0.015489263000006304,
                    0.017927030000009836,
                    0.015671311000005517,
                    0.015510841999969216,
                    0.01531278499999189,
                    0.015365141999950538,
                    0.01573746500002926
                ],
                "iterations": 1
            }
        }
    ],
    "datetime": "2026-04-10T10:45:10.882918+00:00",
    "version": "5.2.3"
}