ArthurZ HF Staff commited on
Commit
39fbaf4
·
verified ·
1 Parent(s): e5526c8

Upload history/python-output-19015d6b44aa3896626de5092e4171aed1b56d5b.json with huggingface_hub

Browse files
history/python-output-19015d6b44aa3896626de5092e4171aed1b56d5b.json ADDED
@@ -0,0 +1,1406 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "machine_info": {
3
+ "node": "runnervm35a4x",
4
+ "processor": "x86_64",
5
+ "machine": "x86_64",
6
+ "python_compiler": "GCC 13.3.0",
7
+ "python_implementation": "CPython",
8
+ "python_implementation_version": "3.12.3",
9
+ "python_version": "3.12.3",
10
+ "python_build": [
11
+ "main",
12
+ "Mar 3 2026 12:15:18"
13
+ ],
14
+ "release": "6.17.0-1010-azure",
15
+ "system": "Linux",
16
+ "cpu": {
17
+ "python_version": "3.12.3.final.0 (64 bit)",
18
+ "cpuinfo_version": [
19
+ 9,
20
+ 0,
21
+ 0
22
+ ],
23
+ "cpuinfo_version_string": "9.0.0",
24
+ "arch": "X86_64",
25
+ "bits": 64,
26
+ "count": 4,
27
+ "arch_string_raw": "x86_64",
28
+ "vendor_id_raw": "AuthenticAMD",
29
+ "brand_raw": "AMD EPYC 7763 64-Core Processor",
30
+ "hz_advertised_friendly": "3.1810 GHz",
31
+ "hz_actual_friendly": "3.1810 GHz",
32
+ "hz_advertised": [
33
+ 3181027000,
34
+ 0
35
+ ],
36
+ "hz_actual": [
37
+ 3181027000,
38
+ 0
39
+ ],
40
+ "stepping": 1,
41
+ "model": 1,
42
+ "family": 25,
43
+ "flags": [
44
+ "3dnowext",
45
+ "3dnowprefetch",
46
+ "abm",
47
+ "adx",
48
+ "aes",
49
+ "aperfmperf",
50
+ "apic",
51
+ "arat",
52
+ "avx",
53
+ "avx2",
54
+ "bmi1",
55
+ "bmi2",
56
+ "clflush",
57
+ "clflushopt",
58
+ "clwb",
59
+ "clzero",
60
+ "cmov",
61
+ "cmp_legacy",
62
+ "constant_tsc",
63
+ "cpuid",
64
+ "cr8_legacy",
65
+ "cx16",
66
+ "cx8",
67
+ "de",
68
+ "decodeassists",
69
+ "erms",
70
+ "extd_apicid",
71
+ "f16c",
72
+ "flushbyasid",
73
+ "fma",
74
+ "fpu",
75
+ "fsgsbase",
76
+ "fsrm",
77
+ "fxsr",
78
+ "fxsr_opt",
79
+ "ht",
80
+ "hypervisor",
81
+ "invpcid",
82
+ "lahf_lm",
83
+ "lm",
84
+ "mca",
85
+ "mce",
86
+ "misalignsse",
87
+ "mmx",
88
+ "mmxext",
89
+ "movbe",
90
+ "msr",
91
+ "mtrr",
92
+ "nonstop_tsc",
93
+ "nopl",
94
+ "npt",
95
+ "nrip_save",
96
+ "nx",
97
+ "osvw",
98
+ "osxsave",
99
+ "pae",
100
+ "pat",
101
+ "pausefilter",
102
+ "pcid",
103
+ "pclmulqdq",
104
+ "pdpe1gb",
105
+ "pfthreshold",
106
+ "pge",
107
+ "pni",
108
+ "popcnt",
109
+ "pse",
110
+ "pse36",
111
+ "rdpid",
112
+ "rdpru",
113
+ "rdrand",
114
+ "rdrnd",
115
+ "rdseed",
116
+ "rdtscp",
117
+ "rep_good",
118
+ "sep",
119
+ "sha",
120
+ "sha_ni",
121
+ "smap",
122
+ "smep",
123
+ "sse",
124
+ "sse2",
125
+ "sse4_1",
126
+ "sse4_2",
127
+ "sse4a",
128
+ "ssse3",
129
+ "svm",
130
+ "syscall",
131
+ "topoext",
132
+ "tsc",
133
+ "tsc_known_freq",
134
+ "tsc_reliable",
135
+ "tsc_scale",
136
+ "umip",
137
+ "user_shstk",
138
+ "v_vmsave_vmload",
139
+ "vaes",
140
+ "vmcb_clean",
141
+ "vme",
142
+ "vmmcall",
143
+ "vpclmulqdq",
144
+ "xgetbv1",
145
+ "xsave",
146
+ "xsavec",
147
+ "xsaveerptr",
148
+ "xsaveopt",
149
+ "xsaves"
150
+ ],
151
+ "l3_cache_size": 524288,
152
+ "l2_cache_size": 1048576,
153
+ "l1_data_cache_size": 65536,
154
+ "l1_instruction_cache_size": 65536,
155
+ "l2_cache_line_size": 512,
156
+ "l2_cache_associativity": 6
157
+ }
158
+ },
159
+ "commit_info": {
160
+ "id": "19015d6b44aa3896626de5092e4171aed1b56d5b",
161
+ "time": "2026-04-10T17:23:59+02:00",
162
+ "author_time": "2026-04-10T17:23:59+02:00",
163
+ "dirty": false,
164
+ "project": "tokenizers",
165
+ "branch": "main"
166
+ },
167
+ "benchmarks": [
168
+ {
169
+ "group": null,
170
+ "name": "test_encode",
171
+ "fullname": "tests/test_benchmarks.py::TestBPEGPT2::test_encode",
172
+ "params": null,
173
+ "param": null,
174
+ "extra_info": {},
175
+ "options": {
176
+ "disable_gc": false,
177
+ "timer": "perf_counter",
178
+ "min_rounds": 15,
179
+ "max_time": 1.0,
180
+ "min_time": 5e-06,
181
+ "warmup": false
182
+ },
183
+ "stats": {
184
+ "min": 2.3743953039999894,
185
+ "max": 2.447325484000004,
186
+ "mean": 2.399734146799996,
187
+ "stddev": 0.02037925146561543,
188
+ "rounds": 15,
189
+ "median": 2.3964080369999863,
190
+ "iqr": 0.03223365874999118,
191
+ "q1": 2.3838512302499986,
192
+ "q3": 2.4160848889999897,
193
+ "iqr_outliers": 0,
194
+ "stddev_outliers": 4,
195
+ "outliers": "4;0",
196
+ "ld15iqr": 2.3743953039999894,
197
+ "hd15iqr": 2.447325484000004,
198
+ "ops": 0.41671282684937516,
199
+ "total": 35.996012201999946,
200
+ "data": [
201
+ 2.4196846739999955,
202
+ 2.421628650999992,
203
+ 2.4170857349999864,
204
+ 2.380609523000004,
205
+ 2.3844419790000018,
206
+ 2.400617311000005,
207
+ 2.3984708100000063,
208
+ 2.3743953039999894,
209
+ 2.447325484000004,
210
+ 2.376898438999987,
211
+ 2.3836543139999975,
212
+ 2.3908467969999947,
213
+ 2.413082351,
214
+ 2.3964080369999863,
215
+ 2.3908627929999966
216
+ ],
217
+ "iterations": 1
218
+ }
219
+ },
220
+ {
221
+ "group": null,
222
+ "name": "test_encode_batch",
223
+ "fullname": "tests/test_benchmarks.py::TestBPEGPT2::test_encode_batch",
224
+ "params": null,
225
+ "param": null,
226
+ "extra_info": {},
227
+ "options": {
228
+ "disable_gc": false,
229
+ "timer": "perf_counter",
230
+ "min_rounds": 15,
231
+ "max_time": 1.0,
232
+ "min_time": 5e-06,
233
+ "warmup": false
234
+ },
235
+ "stats": {
236
+ "min": 1.1872947520000139,
237
+ "max": 1.220464824000004,
238
+ "mean": 1.195559536600005,
239
+ "stddev": 0.008600092341844862,
240
+ "rounds": 15,
241
+ "median": 1.1928475380000236,
242
+ "iqr": 0.0026932494999982737,
243
+ "q1": 1.191154104000006,
244
+ "q3": 1.1938473535000043,
245
+ "iqr_outliers": 3,
246
+ "stddev_outliers": 2,
247
+ "outliers": "2;3",
248
+ "ld15iqr": 1.1872947520000139,
249
+ "hd15iqr": 1.2022247040000025,
250
+ "ops": 0.8364284415679144,
251
+ "total": 17.933393049000074,
252
+ "data": [
253
+ 1.2022247040000025,
254
+ 1.1927999970000087,
255
+ 1.2082871620000049,
256
+ 1.1936375649999889,
257
+ 1.1924817670000039,
258
+ 1.1905207960000155,
259
+ 1.1938640850000013,
260
+ 1.1892151849999948,
261
+ 1.1937971590000132,
262
+ 1.1928475380000236,
263
+ 1.1908378900000116,
264
+ 1.192102745999989,
265
+ 1.1872947520000139,
266
+ 1.1930168789999982,
267
+ 1.220464824000004
268
+ ],
269
+ "iterations": 1
270
+ }
271
+ },
272
+ {
273
+ "group": null,
274
+ "name": "test_encode_batch_multithreaded",
275
+ "fullname": "tests/test_benchmarks.py::TestBPEGPT2::test_encode_batch_multithreaded",
276
+ "params": null,
277
+ "param": null,
278
+ "extra_info": {},
279
+ "options": {
280
+ "disable_gc": false,
281
+ "timer": "perf_counter",
282
+ "min_rounds": 15,
283
+ "max_time": 1.0,
284
+ "min_time": 5e-06,
285
+ "warmup": false
286
+ },
287
+ "stats": {
288
+ "min": 1.1857173220000163,
289
+ "max": 1.2005918950000023,
290
+ "mean": 1.1897761519333396,
291
+ "stddev": 0.003901480358845381,
292
+ "rounds": 15,
293
+ "median": 1.1882418550000011,
294
+ "iqr": 0.002183606000002669,
295
+ "q1": 1.18781805375,
296
+ "q3": 1.1900016597500027,
297
+ "iqr_outliers": 3,
298
+ "stddev_outliers": 4,
299
+ "outliers": "4;3",
300
+ "ld15iqr": 1.1857173220000163,
301
+ "hd15iqr": 1.1933928880000053,
302
+ "ops": 0.8404942378236774,
303
+ "total": 17.846642279000093,
304
+ "data": [
305
+ 1.1887450920000049,
306
+ 1.188046073999999,
307
+ 1.2005918950000023,
308
+ 1.1951832840000236,
309
+ 1.1873860180000122,
310
+ 1.1877420470000004,
311
+ 1.1899629800000184,
312
+ 1.189505865000001,
313
+ 1.1900145529999975,
314
+ 1.188152625000015,
315
+ 1.1882418550000011,
316
+ 1.1857173220000163,
317
+ 1.1858331569999905,
318
+ 1.1933928880000053,
319
+ 1.188126624000006
320
+ ],
321
+ "iterations": 1
322
+ }
323
+ },
324
+ {
325
+ "group": null,
326
+ "name": "test_encode",
327
+ "fullname": "tests/test_benchmarks.py::TestLlama3::test_encode",
328
+ "params": null,
329
+ "param": null,
330
+ "extra_info": {},
331
+ "options": {
332
+ "disable_gc": false,
333
+ "timer": "perf_counter",
334
+ "min_rounds": 15,
335
+ "max_time": 1.0,
336
+ "min_time": 5e-06,
337
+ "warmup": false
338
+ },
339
+ "stats": {
340
+ "min": 2.533154805999999,
341
+ "max": 2.549138782,
342
+ "mean": 2.5429743055333387,
343
+ "stddev": 0.004568508655171963,
344
+ "rounds": 15,
345
+ "median": 2.5438257410000062,
346
+ "iqr": 0.006412658750008404,
347
+ "q1": 2.540088286999996,
348
+ "q3": 2.5465009457500045,
349
+ "iqr_outliers": 0,
350
+ "stddev_outliers": 5,
351
+ "outliers": "5;0",
352
+ "ld15iqr": 2.533154805999999,
353
+ "hd15iqr": 2.549138782,
354
+ "ops": 0.39324030833660734,
355
+ "total": 38.14461458300008,
356
+ "data": [
357
+ 2.533154805999999,
358
+ 2.539688979999994,
359
+ 2.543068144000017,
360
+ 2.5358927640000104,
361
+ 2.5478527789999816,
362
+ 2.5477421600000127,
363
+ 2.539297569000013,
364
+ 2.5438335790000224,
365
+ 2.5453518250000116,
366
+ 2.5415096549999987,
367
+ 2.5464554950000036,
368
+ 2.549138782,
369
+ 2.546516096000005,
370
+ 2.5412862080000025,
371
+ 2.5438257410000062
372
+ ],
373
+ "iterations": 1
374
+ }
375
+ },
376
+ {
377
+ "group": null,
378
+ "name": "test_encode_batch",
379
+ "fullname": "tests/test_benchmarks.py::TestLlama3::test_encode_batch",
380
+ "params": null,
381
+ "param": null,
382
+ "extra_info": {},
383
+ "options": {
384
+ "disable_gc": false,
385
+ "timer": "perf_counter",
386
+ "min_rounds": 15,
387
+ "max_time": 1.0,
388
+ "min_time": 5e-06,
389
+ "warmup": false
390
+ },
391
+ "stats": {
392
+ "min": 1.28306665300002,
393
+ "max": 1.3166877820000025,
394
+ "mean": 1.2923458328666642,
395
+ "stddev": 0.01051226339320737,
396
+ "rounds": 15,
397
+ "median": 1.289309621000001,
398
+ "iqr": 0.008746781000020576,
399
+ "q1": 1.2852598922499823,
400
+ "q3": 1.2940066732500028,
401
+ "iqr_outliers": 2,
402
+ "stddev_outliers": 3,
403
+ "outliers": "3;2",
404
+ "ld15iqr": 1.28306665300002,
405
+ "hd15iqr": 1.312979456999983,
406
+ "ops": 0.7737866866346553,
407
+ "total": 19.38518749299996,
408
+ "data": [
409
+ 1.2858522939999943,
410
+ 1.28306665300002,
411
+ 1.2888467979999803,
412
+ 1.2837364620000074,
413
+ 1.289309621000001,
414
+ 1.2894894060000013,
415
+ 1.286554740000014,
416
+ 1.2926354970000205,
417
+ 1.3166877820000025,
418
+ 1.2850624249999782,
419
+ 1.290060244999978,
420
+ 1.2832485149999968,
421
+ 1.312979456999983,
422
+ 1.294463731999997,
423
+ 1.3031938659999867
424
+ ],
425
+ "iterations": 1
426
+ }
427
+ },
428
+ {
429
+ "group": null,
430
+ "name": "test_encode_fast",
431
+ "fullname": "tests/test_benchmarks.py::TestLlama3::test_encode_fast",
432
+ "params": null,
433
+ "param": null,
434
+ "extra_info": {},
435
+ "options": {
436
+ "disable_gc": false,
437
+ "timer": "perf_counter",
438
+ "min_rounds": 15,
439
+ "max_time": 1.0,
440
+ "min_time": 5e-06,
441
+ "warmup": false
442
+ },
443
+ "stats": {
444
+ "min": 1.0221910289999983,
445
+ "max": 1.0419216869999843,
446
+ "mean": 1.0323991828000014,
447
+ "stddev": 0.006403597278179463,
448
+ "rounds": 15,
449
+ "median": 1.0320369290000144,
450
+ "iqr": 0.010368877500020801,
451
+ "q1": 1.02739206199999,
452
+ "q3": 1.0377609395000107,
453
+ "iqr_outliers": 0,
454
+ "stddev_outliers": 6,
455
+ "outliers": "6;0",
456
+ "ld15iqr": 1.0221910289999983,
457
+ "hd15iqr": 1.0419216869999843,
458
+ "ops": 0.9686175819007038,
459
+ "total": 15.48598774200002,
460
+ "data": [
461
+ 1.0247263159999989,
462
+ 1.0338999150000063,
463
+ 1.027719281000003,
464
+ 1.0372877720000133,
465
+ 1.0320369290000144,
466
+ 1.0419216869999843,
467
+ 1.0308520090000002,
468
+ 1.0354535079999891,
469
+ 1.0301990430000103,
470
+ 1.0398802990000036,
471
+ 1.0272829889999855,
472
+ 1.0379186620000098,
473
+ 1.0407636639999964,
474
+ 1.0238546390000067,
475
+ 1.0221910289999983
476
+ ],
477
+ "iterations": 1
478
+ }
479
+ },
480
+ {
481
+ "group": null,
482
+ "name": "test_encode_batch_multithreaded",
483
+ "fullname": "tests/test_benchmarks.py::TestLlama3::test_encode_batch_multithreaded",
484
+ "params": null,
485
+ "param": null,
486
+ "extra_info": {},
487
+ "options": {
488
+ "disable_gc": false,
489
+ "timer": "perf_counter",
490
+ "min_rounds": 15,
491
+ "max_time": 1.0,
492
+ "min_time": 5e-06,
493
+ "warmup": false
494
+ },
495
+ "stats": {
496
+ "min": 1.2708000290000427,
497
+ "max": 1.3028170999999702,
498
+ "mean": 1.2755628434666695,
499
+ "stddev": 0.00788441931785915,
500
+ "rounds": 15,
501
+ "median": 1.2744114540000169,
502
+ "iqr": 0.0041103052499948944,
503
+ "q1": 1.2715738145000017,
504
+ "q3": 1.2756841197499966,
505
+ "iqr_outliers": 1,
506
+ "stddev_outliers": 1,
507
+ "outliers": "1;1",
508
+ "ld15iqr": 1.2708000290000427,
509
+ "hd15iqr": 1.3028170999999702,
510
+ "ops": 0.7839676462213679,
511
+ "total": 19.133442652000042,
512
+ "data": [
513
+ 1.2780530819999854,
514
+ 1.271886056000028,
515
+ 1.2744114540000169,
516
+ 1.2746838279999793,
517
+ 1.2751518260000125,
518
+ 1.2722241829999916,
519
+ 1.2720608330000118,
520
+ 1.2748675119999575,
521
+ 1.2708000290000427,
522
+ 1.2708383630000526,
523
+ 1.3028170999999702,
524
+ 1.2713452860000416,
525
+ 1.271469733999993,
526
+ 1.2758615509999913,
527
+ 1.2769718149999676
528
+ ],
529
+ "iterations": 1
530
+ }
531
+ },
532
+ {
533
+ "group": null,
534
+ "name": "test_decode_batch",
535
+ "fullname": "tests/test_benchmarks.py::TestLlama3::test_decode_batch",
536
+ "params": null,
537
+ "param": null,
538
+ "extra_info": {},
539
+ "options": {
540
+ "disable_gc": false,
541
+ "timer": "perf_counter",
542
+ "min_rounds": 15,
543
+ "max_time": 1.0,
544
+ "min_time": 5e-06,
545
+ "warmup": false
546
+ },
547
+ "stats": {
548
+ "min": 0.0023072270000170647,
549
+ "max": 0.0026455070000110936,
550
+ "mean": 0.002410847412568646,
551
+ "stddev": 7.678390304656086e-05,
552
+ "rounds": 366,
553
+ "median": 0.002389895500016337,
554
+ "iqr": 9.223199998587006e-05,
555
+ "q1": 0.0023527619999867966,
556
+ "q3": 0.0024449939999726666,
557
+ "iqr_outliers": 16,
558
+ "stddev_outliers": 101,
559
+ "outliers": "101;16",
560
+ "ld15iqr": 0.0023072270000170647,
561
+ "hd15iqr": 0.0025875499999870044,
562
+ "ops": 414.7919087647884,
563
+ "total": 0.8823701530001244,
564
+ "data": [
565
+ 0.0024662029999831248,
566
+ 0.0024253369999769347,
567
+ 0.0024264479999942523,
568
+ 0.002461314000015591,
569
+ 0.0024219609999818204,
570
+ 0.0024836050000089926,
571
+ 0.002495918000022357,
572
+ 0.002490868999984741,
573
+ 0.0023982259999684175,
574
+ 0.0024621150000143643,
575
+ 0.0024299060000316786,
576
+ 0.002486030000000028,
577
+ 0.0023837579999508307,
578
+ 0.0024215619999949922,
579
+ 0.002458908999983578,
580
+ 0.0024746179999510787,
581
+ 0.002432881000004272,
582
+ 0.0024091770000040924,
583
+ 0.0024278820000063206,
584
+ 0.002420779000033235,
585
+ 0.002405309999971905,
586
+ 0.0024450439999554874,
587
+ 0.0023853920000078688,
588
+ 0.002420618000030572,
589
+ 0.0023857229999748597,
590
+ 0.002421861000016179,
591
+ 0.002392966999991586,
592
+ 0.0024233729999991738,
593
+ 0.002422150999962014,
594
+ 0.0023895200000083605,
595
+ 0.002429966000022432,
596
+ 0.0024792080000111127,
597
+ 0.0024402640000289466,
598
+ 0.002404026999954567,
599
+ 0.002403004999962377,
600
+ 0.002426670000033937,
601
+ 0.002393949000008888,
602
+ 0.002432930999987093,
603
+ 0.0024189150000211157,
604
+ 0.002444562999983191,
605
+ 0.002590494999992643,
606
+ 0.002473075000011704,
607
+ 0.0025539350000371996,
608
+ 0.002373431000023629,
609
+ 0.0026392450000116696,
610
+ 0.002500407000013638,
611
+ 0.002587800000014795,
612
+ 0.0024499540000419984,
613
+ 0.002418173000023671,
614
+ 0.002480289000004632,
615
+ 0.0023722870000142393,
616
+ 0.0023714160000167794,
617
+ 0.0024844069999971907,
618
+ 0.002384621000032894,
619
+ 0.002387356000042473,
620
+ 0.0025268159999995987,
621
+ 0.0024473779999993894,
622
+ 0.0025039939999942362,
623
+ 0.0023823570000445216,
624
+ 0.0025676820000057887,
625
+ 0.0024190849999854436,
626
+ 0.002409446999990905,
627
+ 0.002366687999995065,
628
+ 0.0024797290000151406,
629
+ 0.0024267790000180867,
630
+ 0.002401492999979382,
631
+ 0.002386784999998781,
632
+ 0.0023838899999759633,
633
+ 0.0026455070000110936,
634
+ 0.002594231999978547,
635
+ 0.0023722590000261334,
636
+ 0.002330480000011903,
637
+ 0.002444341999989774,
638
+ 0.002341090000015811,
639
+ 0.0023162130000287107,
640
+ 0.002479468000046836,
641
+ 0.002321322999989661,
642
+ 0.0023227259999885064,
643
+ 0.0023835590000089724,
644
+ 0.0023365019999914693,
645
+ 0.002559125999994194,
646
+ 0.002333867000004375,
647
+ 0.0023137390000442792,
648
+ 0.0025543170000332793,
649
+ 0.0023218039999619577,
650
+ 0.002383819999977277,
651
+ 0.0023608070000022963,
652
+ 0.002396473999965565,
653
+ 0.002477473999988433,
654
+ 0.002330561000007947,
655
+ 0.0025885809999977027,
656
+ 0.002333685999985846,
657
+ 0.00236439299999347,
658
+ 0.0025053159999970376,
659
+ 0.002337121999971714,
660
+ 0.0025383970000234513,
661
+ 0.002424685999983467,
662
+ 0.0023557869999990544,
663
+ 0.002329008000003796,
664
+ 0.002606503999970755,
665
+ 0.0024026140000046325,
666
+ 0.0023772069999949963,
667
+ 0.00247439800000393,
668
+ 0.002351349000036862,
669
+ 0.0023598450000008597,
670
+ 0.002377346999992369,
671
+ 0.0023398879999945166,
672
+ 0.002428463000001102,
673
+ 0.0023330249999844455,
674
+ 0.0025415739999630205,
675
+ 0.0023917550000192023,
676
+ 0.0023815750000153457,
677
+ 0.0025222769999686534,
678
+ 0.0023560480000242023,
679
+ 0.002406911999969452,
680
+ 0.0023770170000148028,
681
+ 0.0024449939999726666,
682
+ 0.002462074999982633,
683
+ 0.002373791999957575,
684
+ 0.0023705849999942075,
685
+ 0.002327645000036682,
686
+ 0.002373019000003751,
687
+ 0.0023319730000253003,
688
+ 0.002396113000031619,
689
+ 0.002525644000002103,
690
+ 0.0024133439999900475,
691
+ 0.0023785900000348192,
692
+ 0.0025503500000354506,
693
+ 0.0023740610000118068,
694
+ 0.002406272000030185,
695
+ 0.0023371220000285575,
696
+ 0.002570236999986264,
697
+ 0.002345168000033482,
698
+ 0.002350868000007722,
699
+ 0.002471833000015522,
700
+ 0.002340219000018351,
701
+ 0.002401050999992549,
702
+ 0.0023840800000130002,
703
+ 0.002565828000001602,
704
+ 0.0023248800000033043,
705
+ 0.0023529420000159007,
706
+ 0.0024185839999972814,
707
+ 0.002313017000005857,
708
+ 0.002336571000000731,
709
+ 0.002402003999975477,
710
+ 0.0023700239999584483,
711
+ 0.002463939999984177,
712
+ 0.0024041379999744095,
713
+ 0.0023695630000020174,
714
+ 0.0025875499999870044,
715
+ 0.0023298990000171216,
716
+ 0.0023611469999877954,
717
+ 0.0023461899999688285,
718
+ 0.002313398000012512,
719
+ 0.002416971000002377,
720
+ 0.0023509380000064084,
721
+ 0.002408686000023863,
722
+ 0.0023493449999705263,
723
+ 0.0023720969999772024,
724
+ 0.0024390830000129426,
725
+ 0.0023858039999709035,
726
+ 0.002367309000021578,
727
+ 0.0025674209999806408,
728
+ 0.002316494000012881,
729
+ 0.002424824999991415,
730
+ 0.0023415310000132195,
731
+ 0.0023677790000533605,
732
+ 0.002386474999980237,
733
+ 0.0023466609999900356,
734
+ 0.0025106449999725555,
735
+ 0.0023527619999867966,
736
+ 0.002336302000003343,
737
+ 0.002541823999990811,
738
+ 0.0023358099999768456,
739
+ 0.0023855629999616212,
740
+ 0.002319850999981554,
741
+ 0.002349164000008841,
742
+ 0.0023568990000057966,
743
+ 0.0023973250000040025,
744
+ 0.00242558799999415,
745
+ 0.0023923960000047373,
746
+ 0.002321112999993602,
747
+ 0.0024900779999939004,
748
+ 0.0023545249999870066,
749
+ 0.002328637000005074,
750
+ 0.0025342499999965185,
751
+ 0.0023218849999580016,
752
+ 0.0024787159999846153,
753
+ 0.0024301660000105585,
754
+ 0.0023912830000085705,
755
+ 0.0023368220000179463,
756
+ 0.0023081089999550386,
757
+ 0.0024646210000014435,
758
+ 0.0023425630000133424,
759
+ 0.0023164849999943726,
760
+ 0.002533578999987185,
761
+ 0.0023891490000096383,
762
+ 0.0023560590000215598,
763
+ 0.0023948710000354367,
764
+ 0.0023556969999845023,
765
+ 0.0023492160000273543,
766
+ 0.0023809339999729673,
767
+ 0.0025106639999989966,
768
+ 0.0023997999999778585,
769
+ 0.0023506690000090202,
770
+ 0.0025498880000327517,
771
+ 0.002337001999990207,
772
+ 0.0023662769999646116,
773
+ 0.00232564100002719,
774
+ 0.002365165000014713,
775
+ 0.002394338999977208,
776
+ 0.0023728290000235575,
777
+ 0.00237498400002778,
778
+ 0.0024882630000320205,
779
+ 0.002343414999984361,
780
+ 0.002543517999981759,
781
+ 0.002379230999963511,
782
+ 0.00234936600003266,
783
+ 0.0023642730000119627,
784
+ 0.0023995579999791516,
785
+ 0.002526052999996864,
786
+ 0.0023444060000201716,
787
+ 0.002356168999995134,
788
+ 0.002361978999999792,
789
+ 0.002404087000002164,
790
+ 0.002363492000029055,
791
+ 0.0023445969999897898,
792
+ 0.0026153000000022075,
793
+ 0.00234799300000077,
794
+ 0.0023529110000026776,
795
+ 0.002567261999956827,
796
+ 0.002400390999980573,
797
+ 0.0025910759999874244,
798
+ 0.0023735700000315774,
799
+ 0.0025572829999873647,
800
+ 0.0023106929999698878,
801
+ 0.0023544950000200515,
802
+ 0.002363000999991982,
803
+ 0.002337693000015406,
804
+ 0.0026074160000462143,
805
+ 0.0023378340000022035,
806
+ 0.0023726079999732974,
807
+ 0.0023958429999879627,
808
+ 0.0025741239999774734,
809
+ 0.00240460900005246,
810
+ 0.002315332000023318,
811
+ 0.0025099449999856915,
812
+ 0.0023072270000170647,
813
+ 0.002340037999999822,
814
+ 0.002526825000018107,
815
+ 0.0024099580000438436,
816
+ 0.0024144879999994373,
817
+ 0.0024084960000436695,
818
+ 0.002593208999996932,
819
+ 0.0023651440000094226,
820
+ 0.002374090999978762,
821
+ 0.0023516599999879872,
822
+ 0.0023568990000057966,
823
+ 0.0025994520000267585,
824
+ 0.002410078999957932,
825
+ 0.0023759949999657692,
826
+ 0.0023785800000268864,
827
+ 0.00243631699999014,
828
+ 0.002407442999981413,
829
+ 0.0023468910000019605,
830
+ 0.002449933000036708,
831
+ 0.0023201110000172775,
832
+ 0.002392675999999483,
833
+ 0.0025533049999921786,
834
+ 0.0023167649999891182,
835
+ 0.002425155999958406,
836
+ 0.0023374230000285934,
837
+ 0.00237489299996696,
838
+ 0.0024034260000007635,
839
+ 0.0023773770000161676,
840
+ 0.002480138999999326,
841
+ 0.002328277000003709,
842
+ 0.0024322699999856923,
843
+ 0.002480499000000691,
844
+ 0.0023478420000060396,
845
+ 0.0023694230000046446,
846
+ 0.0023196000000211825,
847
+ 0.0023113039999884677,
848
+ 0.0024868620000120245,
849
+ 0.002350557999989178,
850
+ 0.0023990079999975933,
851
+ 0.0023401990000024853,
852
+ 0.0024083949999749166,
853
+ 0.002602885999976934,
854
+ 0.0023385149999626265,
855
+ 0.0023700950000034027,
856
+ 0.0023902710000243133,
857
+ 0.002421830000002956,
858
+ 0.0023816260000444345,
859
+ 0.0023386750000327083,
860
+ 0.0024806800000192197,
861
+ 0.002342542000008052,
862
+ 0.002347420999967653,
863
+ 0.002393467000047167,
864
+ 0.0023558169999660095,
865
+ 0.002547744999958468,
866
+ 0.0023557869999990544,
867
+ 0.002324479000037627,
868
+ 0.00257354400002896,
869
+ 0.0023412710000343395,
870
+ 0.002415208000002167,
871
+ 0.0023933680000141067,
872
+ 0.0025636640000357147,
873
+ 0.0023571799999899667,
874
+ 0.0024168699999904675,
875
+ 0.0024535579999565016,
876
+ 0.0023626409999906173,
877
+ 0.002353012000014587,
878
+ 0.0024037169999928665,
879
+ 0.0023337779999792474,
880
+ 0.002350597999964066,
881
+ 0.0023376139999982115,
882
+ 0.0025391390000208958,
883
+ 0.002351169000007758,
884
+ 0.0023437149999949725,
885
+ 0.00258905999999115,
886
+ 0.0023596050000378455,
887
+ 0.002355115999989721,
888
+ 0.0024007720000440713,
889
+ 0.002423382999950263,
890
+ 0.002604880999967918,
891
+ 0.002388338000002932,
892
+ 0.0025429849999909493,
893
+ 0.0023328750000359832,
894
+ 0.0024205479999750423,
895
+ 0.002356489000021611,
896
+ 0.00236508499995125,
897
+ 0.0024137859999768807,
898
+ 0.002313469000000623,
899
+ 0.002509853999981715,
900
+ 0.0023482330000206275,
901
+ 0.002369783999995434,
902
+ 0.00252589399997305,
903
+ 0.002349806000040644,
904
+ 0.002395110999998451,
905
+ 0.0023748730000079377,
906
+ 0.0023783690000414026,
907
+ 0.0023669679999898108,
908
+ 0.0023231170000030943,
909
+ 0.002435085000001891,
910
+ 0.0025162569999679363,
911
+ 0.0024834649999547764,
912
+ 0.0024113710000506217,
913
+ 0.002395753000030254,
914
+ 0.0023825569999758045,
915
+ 0.0023395679999680397,
916
+ 0.002551492000009148,
917
+ 0.0023384450000207835,
918
+ 0.002404488000024685,
919
+ 0.0024416580000092836,
920
+ 0.0023454280000123617,
921
+ 0.0023578619999966577,
922
+ 0.002501077999966128,
923
+ 0.0023772280000002866,
924
+ 0.002531003999990844,
925
+ 0.0023251709999954073,
926
+ 0.002440564999972139,
927
+ 0.0023614379999798984,
928
+ 0.002386455000021215,
929
+ 0.002364382999985537,
930
+ 0.002326392999975724
931
+ ],
932
+ "iterations": 1
933
+ }
934
+ },
935
+ {
936
+ "group": null,
937
+ "name": "test_async_encode_batch",
938
+ "fullname": "tests/test_benchmarks.py::TestAsync::test_async_encode_batch",
939
+ "params": null,
940
+ "param": null,
941
+ "extra_info": {},
942
+ "options": {
943
+ "disable_gc": false,
944
+ "timer": "perf_counter",
945
+ "min_rounds": 15,
946
+ "max_time": 1.0,
947
+ "min_time": 5e-06,
948
+ "warmup": false
949
+ },
950
+ "stats": {
951
+ "min": 1.2793692159999637,
952
+ "max": 1.3239673120000361,
953
+ "mean": 1.2968742508666575,
954
+ "stddev": 0.012825510939136678,
955
+ "rounds": 15,
956
+ "median": 1.2912584100000117,
957
+ "iqr": 0.01969318200001169,
958
+ "q1": 1.2881057982499868,
959
+ "q3": 1.3077989802499985,
960
+ "iqr_outliers": 0,
961
+ "stddev_outliers": 4,
962
+ "outliers": "4;0",
963
+ "ld15iqr": 1.2793692159999637,
964
+ "hd15iqr": 1.3239673120000361,
965
+ "ops": 0.7710847827626569,
966
+ "total": 19.453113762999863,
967
+ "data": [
968
+ 1.289904268999976,
969
+ 1.284259996000003,
970
+ 1.2876257570000007,
971
+ 1.2893940949999774,
972
+ 1.3094038469999987,
973
+ 1.2941121779999776,
974
+ 1.2884886530000017,
975
+ 1.3107155540000122,
976
+ 1.3152122699999609,
977
+ 1.2912584100000117,
978
+ 1.2879781799999819,
979
+ 1.298439645999963,
980
+ 1.302984379999998,
981
+ 1.2793692159999637,
982
+ 1.3239673120000361
983
+ ],
984
+ "iterations": 1
985
+ }
986
+ },
987
+ {
988
+ "group": null,
989
+ "name": "test_async_encode_batch_fast",
990
+ "fullname": "tests/test_benchmarks.py::TestAsync::test_async_encode_batch_fast",
991
+ "params": null,
992
+ "param": null,
993
+ "extra_info": {},
994
+ "options": {
995
+ "disable_gc": false,
996
+ "timer": "perf_counter",
997
+ "min_rounds": 15,
998
+ "max_time": 1.0,
999
+ "min_time": 5e-06,
1000
+ "warmup": false
1001
+ },
1002
+ "stats": {
1003
+ "min": 1.0228134349999891,
1004
+ "max": 1.054743488999975,
1005
+ "mean": 1.0343827321999925,
1006
+ "stddev": 0.010489622693807661,
1007
+ "rounds": 15,
1008
+ "median": 1.0331576529999893,
1009
+ "iqr": 0.014541296500041767,
1010
+ "q1": 1.0255321069999752,
1011
+ "q3": 1.040073403500017,
1012
+ "iqr_outliers": 0,
1013
+ "stddev_outliers": 4,
1014
+ "outliers": "4;0",
1015
+ "ld15iqr": 1.0228134349999891,
1016
+ "hd15iqr": 1.054743488999975,
1017
+ "ops": 0.9667601448383956,
1018
+ "total": 15.515740982999887,
1019
+ "data": [
1020
+ 1.0228134349999891,
1021
+ 1.02531040599996,
1022
+ 1.0248768480000194,
1023
+ 1.0271531089999826,
1024
+ 1.0262997489999748,
1025
+ 1.0261972100000207,
1026
+ 1.0244917709999868,
1027
+ 1.0331576529999893,
1028
+ 1.037147693999998,
1029
+ 1.0352546080000025,
1030
+ 1.054743488999975,
1031
+ 1.0407575980000274,
1032
+ 1.0380208199999856,
1033
+ 1.050170654999988,
1034
+ 1.0493459379999877
1035
+ ],
1036
+ "iterations": 1
1037
+ }
1038
+ },
1039
+ {
1040
+ "group": null,
1041
+ "name": "test_from_file_roberta",
1042
+ "fullname": "tests/test_benchmarks.py::TestSerialization::test_from_file_roberta",
1043
+ "params": null,
1044
+ "param": null,
1045
+ "extra_info": {},
1046
+ "options": {
1047
+ "disable_gc": false,
1048
+ "timer": "perf_counter",
1049
+ "min_rounds": 15,
1050
+ "max_time": 1.0,
1051
+ "min_time": 5e-06,
1052
+ "warmup": false
1053
+ },
1054
+ "stats": {
1055
+ "min": 0.06670765000001211,
1056
+ "max": 0.0704779249999774,
1057
+ "mean": 0.06823934593333357,
1058
+ "stddev": 0.0009092216407942808,
1059
+ "rounds": 15,
1060
+ "median": 0.06806907599997203,
1061
+ "iqr": 0.0011272655000169607,
1062
+ "q1": 0.06767998150000665,
1063
+ "q3": 0.06880724700002361,
1064
+ "iqr_outliers": 0,
1065
+ "stddev_outliers": 3,
1066
+ "outliers": "3;0",
1067
+ "ld15iqr": 0.06670765000001211,
1068
+ "hd15iqr": 0.0704779249999774,
1069
+ "ops": 14.65430224048381,
1070
+ "total": 1.0235901890000036,
1071
+ "data": [
1072
+ 0.06779822200002172,
1073
+ 0.06793213200000991,
1074
+ 0.06724516099995981,
1075
+ 0.06883615600003168,
1076
+ 0.0704779249999774,
1077
+ 0.06906405000000859,
1078
+ 0.06764056800000162,
1079
+ 0.0687205199999994,
1080
+ 0.06903516699998136,
1081
+ 0.06670765000001211,
1082
+ 0.06806907599997203,
1083
+ 0.06833261700001003,
1084
+ 0.06748070100002224,
1085
+ 0.06826624499996115,
1086
+ 0.0679839990000346
1087
+ ],
1088
+ "iterations": 1
1089
+ }
1090
+ },
1091
+ {
1092
+ "group": null,
1093
+ "name": "test_from_file_llama3",
1094
+ "fullname": "tests/test_benchmarks.py::TestSerialization::test_from_file_llama3",
1095
+ "params": null,
1096
+ "param": null,
1097
+ "extra_info": {},
1098
+ "options": {
1099
+ "disable_gc": false,
1100
+ "timer": "perf_counter",
1101
+ "min_rounds": 15,
1102
+ "max_time": 1.0,
1103
+ "min_time": 5e-06,
1104
+ "warmup": false
1105
+ },
1106
+ "stats": {
1107
+ "min": 0.3783624790000317,
1108
+ "max": 0.40410958000001074,
1109
+ "mean": 0.3918251160666765,
1110
+ "stddev": 0.0077596984605594445,
1111
+ "rounds": 15,
1112
+ "median": 0.39268566900000224,
1113
+ "iqr": 0.01206843225000398,
1114
+ "q1": 0.38620125375000214,
1115
+ "q3": 0.3982696860000061,
1116
+ "iqr_outliers": 0,
1117
+ "stddev_outliers": 6,
1118
+ "outliers": "6;0",
1119
+ "ld15iqr": 0.3783624790000317,
1120
+ "hd15iqr": 0.40410958000001074,
1121
+ "ops": 2.5521590091989683,
1122
+ "total": 5.877376741000148,
1123
+ "data": [
1124
+ 0.40077990700001465,
1125
+ 0.3855831870000088,
1126
+ 0.40410958000001074,
1127
+ 0.39931554899999355,
1128
+ 0.3816852759999847,
1129
+ 0.3951320970000438,
1130
+ 0.3927075999999943,
1131
+ 0.39406090100004576,
1132
+ 0.39036564999997836,
1133
+ 0.3880554539999821,
1134
+ 0.40193195200004084,
1135
+ 0.3783624790000317,
1136
+ 0.39268566900000224,
1137
+ 0.39053018300000986,
1138
+ 0.3820712570000069
1139
+ ],
1140
+ "iterations": 1
1141
+ }
1142
+ },
1143
+ {
1144
+ "group": null,
1145
+ "name": "test_from_file_albert",
1146
+ "fullname": "tests/test_benchmarks.py::TestSerialization::test_from_file_albert",
1147
+ "params": null,
1148
+ "param": null,
1149
+ "extra_info": {},
1150
+ "options": {
1151
+ "disable_gc": false,
1152
+ "timer": "perf_counter",
1153
+ "min_rounds": 15,
1154
+ "max_time": 1.0,
1155
+ "min_time": 5e-06,
1156
+ "warmup": false
1157
+ },
1158
+ "stats": {
1159
+ "min": 0.042871986000022844,
1160
+ "max": 0.044549791000008554,
1161
+ "mean": 0.04352396350000257,
1162
+ "stddev": 0.0004751824781629263,
1163
+ "rounds": 24,
1164
+ "median": 0.04340440749999175,
1165
+ "iqr": 0.0006635105000043495,
1166
+ "q1": 0.043194441499991854,
1167
+ "q3": 0.0438579519999962,
1168
+ "iqr_outliers": 0,
1169
+ "stddev_outliers": 6,
1170
+ "outliers": "6;0",
1171
+ "ld15iqr": 0.042871986000022844,
1172
+ "hd15iqr": 0.044549791000008554,
1173
+ "ops": 22.975848695396063,
1174
+ "total": 1.0445751240000618,
1175
+ "data": [
1176
+ 0.04329442300002029,
1177
+ 0.0432243719999974,
1178
+ 0.043024269000000004,
1179
+ 0.044466737000050216,
1180
+ 0.043267162000006465,
1181
+ 0.04310453900001221,
1182
+ 0.042871986000022844,
1183
+ 0.043164510999986305,
1184
+ 0.044549791000008554,
1185
+ 0.04329150699999218,
1186
+ 0.043459489999975176,
1187
+ 0.043560809000041445,
1188
+ 0.04388523299996905,
1189
+ 0.042920305999984976,
1190
+ 0.04345556300000908,
1191
+ 0.044441178999989006,
1192
+ 0.04388958099997353,
1193
+ 0.04383067100002336,
1194
+ 0.043286988000033944,
1195
+ 0.043648571999995056,
1196
+ 0.04389582200002451,
1197
+ 0.04360109399999601,
1198
+ 0.04308726699997578,
1199
+ 0.04335325199997442
1200
+ ],
1201
+ "iterations": 1
1202
+ }
1203
+ },
1204
+ {
1205
+ "group": null,
1206
+ "name": "test_to_str_llama3",
1207
+ "fullname": "tests/test_benchmarks.py::TestSerialization::test_to_str_llama3",
1208
+ "params": null,
1209
+ "param": null,
1210
+ "extra_info": {},
1211
+ "options": {
1212
+ "disable_gc": false,
1213
+ "timer": "perf_counter",
1214
+ "min_rounds": 15,
1215
+ "max_time": 1.0,
1216
+ "min_time": 5e-06,
1217
+ "warmup": false
1218
+ },
1219
+ "stats": {
1220
+ "min": 0.10090566299999182,
1221
+ "max": 0.10525198800002045,
1222
+ "mean": 0.10250460686666732,
1223
+ "stddev": 0.000997840608298016,
1224
+ "rounds": 15,
1225
+ "median": 0.10232950400001073,
1226
+ "iqr": 0.0009466384999541333,
1227
+ "q1": 0.10201962725001579,
1228
+ "q3": 0.10296626574996992,
1229
+ "iqr_outliers": 1,
1230
+ "stddev_outliers": 3,
1231
+ "outliers": "3;1",
1232
+ "ld15iqr": 0.10090566299999182,
1233
+ "hd15iqr": 0.10525198800002045,
1234
+ "ops": 9.755659092481064,
1235
+ "total": 1.5375691030000098,
1236
+ "data": [
1237
+ 0.10270967299999256,
1238
+ 0.10220599400003039,
1239
+ 0.10299680800000033,
1240
+ 0.10224923499998795,
1241
+ 0.10525198800002045,
1242
+ 0.10293643599999314,
1243
+ 0.10232950400001073,
1244
+ 0.10297620899996218,
1245
+ 0.10172371700002714,
1246
+ 0.10197438300002659,
1247
+ 0.10215535999998338,
1248
+ 0.10241218900000604,
1249
+ 0.10090566299999182,
1250
+ 0.1013964269999974,
1251
+ 0.10334551699997974
1252
+ ],
1253
+ "iterations": 1
1254
+ }
1255
+ },
1256
+ {
1257
+ "group": null,
1258
+ "name": "test_from_str_llama3",
1259
+ "fullname": "tests/test_benchmarks.py::TestSerialization::test_from_str_llama3",
1260
+ "params": null,
1261
+ "param": null,
1262
+ "extra_info": {},
1263
+ "options": {
1264
+ "disable_gc": false,
1265
+ "timer": "perf_counter",
1266
+ "min_rounds": 15,
1267
+ "max_time": 1.0,
1268
+ "min_time": 5e-06,
1269
+ "warmup": false
1270
+ },
1271
+ "stats": {
1272
+ "min": 0.3579244360000189,
1273
+ "max": 0.37943154199996343,
1274
+ "mean": 0.36473057520000035,
1275
+ "stddev": 0.005363738824476339,
1276
+ "rounds": 15,
1277
+ "median": 0.3642210950000049,
1278
+ "iqr": 0.0033267835000003743,
1279
+ "q1": 0.36256144600002926,
1280
+ "q3": 0.36588822950002964,
1281
+ "iqr_outliers": 2,
1282
+ "stddev_outliers": 4,
1283
+ "outliers": "4;2",
1284
+ "ld15iqr": 0.3579244360000189,
1285
+ "hd15iqr": 0.3721352889999707,
1286
+ "ops": 2.741749850424931,
1287
+ "total": 5.470958628000005,
1288
+ "data": [
1289
+ 0.3625195190000454,
1290
+ 0.37943154199996343,
1291
+ 0.36502249100004747,
1292
+ 0.3721352889999707,
1293
+ 0.3661768090000237,
1294
+ 0.3642210950000049,
1295
+ 0.36450607599999785,
1296
+ 0.3626872269999808,
1297
+ 0.35963764699999956,
1298
+ 0.35865023299999166,
1299
+ 0.36281499599999734,
1300
+ 0.36461907599999677,
1301
+ 0.36713644499997145,
1302
+ 0.3579244360000189,
1303
+ 0.3634757469999954
1304
+ ],
1305
+ "iterations": 1
1306
+ }
1307
+ },
1308
+ {
1309
+ "group": null,
1310
+ "name": "test_train_bpe_small",
1311
+ "fullname": "tests/test_benchmarks.py::TestTraining::test_train_bpe_small",
1312
+ "params": null,
1313
+ "param": null,
1314
+ "extra_info": {},
1315
+ "options": {
1316
+ "disable_gc": false,
1317
+ "timer": "perf_counter",
1318
+ "min_rounds": 15,
1319
+ "max_time": 1.0,
1320
+ "min_time": 5e-06,
1321
+ "warmup": false
1322
+ },
1323
+ "stats": {
1324
+ "min": 0.015454666999971778,
1325
+ "max": 0.019357307999996465,
1326
+ "mean": 0.016251922620683514,
1327
+ "stddev": 0.0007705779472076009,
1328
+ "rounds": 58,
1329
+ "median": 0.015955799999971987,
1330
+ "iqr": 0.0006632960000274579,
1331
+ "q1": 0.01580894599999283,
1332
+ "q3": 0.016472242000020287,
1333
+ "iqr_outliers": 4,
1334
+ "stddev_outliers": 8,
1335
+ "outliers": "8;4",
1336
+ "ld15iqr": 0.015454666999971778,
1337
+ "hd15iqr": 0.0180702290000454,
1338
+ "ops": 61.531181469404665,
1339
+ "total": 0.9426115119996439,
1340
+ "data": [
1341
+ 0.016625618000034592,
1342
+ 0.016208126999970318,
1343
+ 0.01609286900003326,
1344
+ 0.016239296999970065,
1345
+ 0.016099238999970567,
1346
+ 0.0160504959999912,
1347
+ 0.016004941999995026,
1348
+ 0.015704221000021334,
1349
+ 0.01579467999999906,
1350
+ 0.015609043999972982,
1351
+ 0.016915877999963413,
1352
+ 0.018136349999963386,
1353
+ 0.015889976999972077,
1354
+ 0.015811562000010326,
1355
+ 0.019357307999996465,
1356
+ 0.015872935999993842,
1357
+ 0.015692249000039737,
1358
+ 0.015829323999980716,
1359
+ 0.016038724999987153,
1360
+ 0.015875900999958503,
1361
+ 0.01846193800002993,
1362
+ 0.01591738899998063,
1363
+ 0.01728348200003893,
1364
+ 0.015721975000019484,
1365
+ 0.0180702290000454,
1366
+ 0.01668351600000051,
1367
+ 0.016472242000020287,
1368
+ 0.01587804499996537,
1369
+ 0.017108145999998214,
1370
+ 0.016086392999966392,
1371
+ 0.015955398999949466,
1372
+ 0.015940932999967572,
1373
+ 0.016705166000008376,
1374
+ 0.016738817999964795,
1375
+ 0.016704004000018813,
1376
+ 0.016717928999980813,
1377
+ 0.0156479859999763,
1378
+ 0.015813915999956407,
1379
+ 0.016467111999986628,
1380
+ 0.01568364299998848,
1381
+ 0.01580894599999283,
1382
+ 0.015845513999977356,
1383
+ 0.016222266999989188,
1384
+ 0.015556647000039447,
1385
+ 0.01585521199996265,
1386
+ 0.01734929399998464,
1387
+ 0.015956200999994508,
1388
+ 0.01573319600004197,
1389
+ 0.01638283599999113,
1390
+ 0.015614713999980268,
1391
+ 0.015947525000001406,
1392
+ 0.01595164200000454,
1393
+ 0.01613109599998097,
1394
+ 0.01562534400000004,
1395
+ 0.01564608300003556,
1396
+ 0.015454666999971778,
1397
+ 0.015561644999991131,
1398
+ 0.016061679000017648
1399
+ ],
1400
+ "iterations": 1
1401
+ }
1402
+ }
1403
+ ],
1404
+ "datetime": "2026-04-10T15:29:10.142651+00:00",
1405
+ "version": "5.2.3"
1406
+ }