Hugging Face's logo

Datasets:
IlyasMoutawwakil
/
benchmarks

Dataset card Files Community
IlyasMoutawwakil HF staff commited on
Commit
5ecb1ff
•
1 Parent(s): f5fd219

Upload 2024-09-25-18-39-35/benchmark.json with huggingface_hub

Browse files
Files changed (1) hide show
  1. 2024-09-25-18-39-35/benchmark.json +394 -0
2024-09-25-18-39-35/benchmark.json ADDED
@@ -0,0 +1,394 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "config": {
3
+ "name": "2024-09-25-18-39-35",
4
+ "backend": {
5
+ "name": "pytorch",
6
+ "version": "2.3.0",
7
+ "_target_": "optimum_benchmark.backends.pytorch.backend.PyTorchBackend",
8
+ "task": "feature-extraction",
9
+ "library": "transformers",
10
+ "model_type": "bert",
11
+ "model": "bert-base-uncased",
12
+ "processor": "bert-base-uncased",
13
+ "device": "cpu",
14
+ "device_ids": null,
15
+ "seed": 42,
16
+ "inter_op_num_threads": null,
17
+ "intra_op_num_threads": null,
18
+ "model_kwargs": {},
19
+ "processor_kwargs": {},
20
+ "no_weights": false,
21
+ "device_map": null,
22
+ "torch_dtype": "float32",
23
+ "eval_mode": true,
24
+ "to_bettertransformer": false,
25
+ "low_cpu_mem_usage": null,
26
+ "attn_implementation": null,
27
+ "cache_implementation": null,
28
+ "autocast_enabled": false,
29
+ "autocast_dtype": null,
30
+ "torch_compile": false,
31
+ "torch_compile_target": "forward",
32
+ "torch_compile_config": {},
33
+ "quantization_scheme": null,
34
+ "quantization_config": {},
35
+ "deepspeed_inference": false,
36
+ "deepspeed_inference_config": {},
37
+ "peft_type": null,
38
+ "peft_config": {}
39
+ },
40
+ "scenario": {
41
+ "name": "inference",
42
+ "_target_": "optimum_benchmark.scenarios.inference.scenario.InferenceScenario",
43
+ "iterations": 10,
44
+ "duration": 10,
45
+ "warmup_runs": 10,
46
+ "input_shapes": {
47
+ "batch_size": 2,
48
+ "num_choices": 2,
49
+ "sequence_length": 16
50
+ },
51
+ "new_tokens": null,
52
+ "memory": false,
53
+ "latency": true,
54
+ "energy": false,
55
+ "forward_kwargs": {},
56
+ "generate_kwargs": {},
57
+ "call_kwargs": {}
58
+ },
59
+ "launcher": {
60
+ "name": "process",
61
+ "_target_": "optimum_benchmark.launchers.process.launcher.ProcessLauncher",
62
+ "device_isolation": false,
63
+ "device_isolation_action": null,
64
+ "numactl": false,
65
+ "numactl_kwargs": "",
66
+ "start_method": "spawn"
67
+ },
68
+ "environment": {
69
+ "cpu": " 12th Gen Intel(R) Core(TM) i9-12900H",
70
+ "cpu_count": 20,
71
+ "cpu_ram_mb": 8162.504704,
72
+ "system": "Linux",
73
+ "machine": "x86_64",
74
+ "platform": "Linux-5.15.153.1-microsoft-standard-WSL2-x86_64-with-glibc2.35",
75
+ "processor": "x86_64",
76
+ "python_version": "3.9.16",
77
+ "gpu": [
78
+ "NVIDIA GeForce RTX 3070 Ti Laptop GPU"
79
+ ],
80
+ "gpu_count": 1,
81
+ "gpu_vram_mb": 8589934592,
82
+ "optimum_benchmark_version": "0.5.0",
83
+ "optimum_benchmark_commit": null,
84
+ "transformers_version": "4.39.3",
85
+ "transformers_commit": null,
86
+ "accelerate_version": "0.22.0",
87
+ "accelerate_commit": null,
88
+ "diffusers_version": "0.30.3",
89
+ "diffusers_commit": null,
90
+ "optimum_version": "1.22.0",
91
+ "optimum_commit": null,
92
+ "timm_version": null,
93
+ "timm_commit": null,
94
+ "peft_version": "0.5.0",
95
+ "peft_commit": null
96
+ }
97
+ },
98
+ "report": {
99
+ "load": {
100
+ "memory": null,
101
+ "latency": {
102
+ "unit": "s",
103
+ "count": 1,
104
+ "total": 0.4404991900009918,
105
+ "mean": 0.4404991900009918,
106
+ "stdev": 0.0,
107
+ "p50": 0.4404991900009918,
108
+ "p90": 0.4404991900009918,
109
+ "p95": 0.4404991900009918,
110
+ "p99": 0.4404991900009918,
111
+ "values": [
112
+ 0.4404991900009918
113
+ ]
114
+ },
115
+ "throughput": null,
116
+ "energy": null,
117
+ "efficiency": null
118
+ },
119
+ "forward": {
120
+ "memory": null,
121
+ "latency": {
122
+ "unit": "s",
123
+ "count": 252,
124
+ "total": 10.015229850869218,
125
+ "mean": 0.03974297559868738,
126
+ "stdev": 0.005742631877401999,
127
+ "p50": 0.03893914049695013,
128
+ "p90": 0.04605881119787227,
129
+ "p95": 0.050126781397557336,
130
+ "p99": 0.06282702282311224,
131
+ "values": [
132
+ 0.04899040599411819,
133
+ 0.042815278997295536,
134
+ 0.03908473299816251,
135
+ 0.034543068999482784,
136
+ 0.03309990699926857,
137
+ 0.03336829700128874,
138
+ 0.03398419899895089,
139
+ 0.03334572399762692,
140
+ 0.03200882300006924,
141
+ 0.028675909001321997,
142
+ 0.0317283900003531,
143
+ 0.03353927299758652,
144
+ 0.03402288099459838,
145
+ 0.030377532995771617,
146
+ 0.03241705399705097,
147
+ 0.03226674299367005,
148
+ 0.029186651001509745,
149
+ 0.030224084002838936,
150
+ 0.03152628299721982,
151
+ 0.03340667100565042,
152
+ 0.047515300997474696,
153
+ 0.03685521199804498,
154
+ 0.042165336999460123,
155
+ 0.039128009993874,
156
+ 0.03519364700332517,
157
+ 0.033515962000819854,
158
+ 0.03703717399912421,
159
+ 0.035035058004723396,
160
+ 0.034997150003619026,
161
+ 0.043450605000543874,
162
+ 0.036492041996098123,
163
+ 0.041818154000793584,
164
+ 0.03814117400179384,
165
+ 0.037572378998447675,
166
+ 0.03771013400546508,
167
+ 0.03632617300172569,
168
+ 0.04070184499869356,
169
+ 0.037627613004588056,
170
+ 0.035981411005195696,
171
+ 0.0344188130038674,
172
+ 0.03633717299817363,
173
+ 0.037216611999610905,
174
+ 0.03671217399823945,
175
+ 0.03593159499723697,
176
+ 0.03889387299568625,
177
+ 0.03738952599815093,
178
+ 0.03528978100075619,
179
+ 0.04053263599780621,
180
+ 0.03884881599515211,
181
+ 0.039335531000688206,
182
+ 0.03974449299857952,
183
+ 0.04272111099999165,
184
+ 0.044260508999286685,
185
+ 0.04152893100399524,
186
+ 0.03927340099471621,
187
+ 0.03947146699647419,
188
+ 0.03507376999914413,
189
+ 0.03649390600185143,
190
+ 0.035586470999987796,
191
+ 0.033030379003321286,
192
+ 0.03349058599997079,
193
+ 0.03328011999838054,
194
+ 0.03371976399648702,
195
+ 0.03802555800211849,
196
+ 0.03812191000179155,
197
+ 0.042958723002811894,
198
+ 0.038010979995306116,
199
+ 0.03842924699711148,
200
+ 0.03841162699973211,
201
+ 0.0368064400026924,
202
+ 0.039673095001489855,
203
+ 0.03575109200028237,
204
+ 0.0350475750019541,
205
+ 0.03680976999748964,
206
+ 0.04712750500038965,
207
+ 0.033414691999496426,
208
+ 0.03627826400042977,
209
+ 0.03826910600037081,
210
+ 0.041709138997248374,
211
+ 0.037794324998685624,
212
+ 0.032599181999103166,
213
+ 0.036899897997500375,
214
+ 0.03599880299589131,
215
+ 0.0378871020002407,
216
+ 0.03845229100261349,
217
+ 0.039989371005503926,
218
+ 0.03779220899741631,
219
+ 0.034093426998879295,
220
+ 0.035503802995663136,
221
+ 0.03953923300286988,
222
+ 0.046363528999791015,
223
+ 0.04422000700287754,
224
+ 0.0610588980052853,
225
+ 0.06532843899913132,
226
+ 0.05691179799759993,
227
+ 0.040733919995545875,
228
+ 0.03551298499951372,
229
+ 0.03898440799821401,
230
+ 0.037802769998961594,
231
+ 0.04348975199536653,
232
+ 0.04026014899864094,
233
+ 0.04035071999533102,
234
+ 0.04269444700184977,
235
+ 0.042913719997159205,
236
+ 0.03941228299663635,
237
+ 0.03869527699862374,
238
+ 0.0385083270011819,
239
+ 0.044286676005867776,
240
+ 0.054766806002589874,
241
+ 0.050884810007119086,
242
+ 0.04170769099437166,
243
+ 0.040633188997162506,
244
+ 0.036717862996738404,
245
+ 0.04237594499863917,
246
+ 0.04038509199745022,
247
+ 0.040174151996325236,
248
+ 0.03956635900249239,
249
+ 0.034230775003379676,
250
+ 0.03491230900544906,
251
+ 0.03416358200047398,
252
+ 0.033246597995457705,
253
+ 0.038208524994843174,
254
+ 0.03848343800200382,
255
+ 0.04256212600012077,
256
+ 0.04888024499814492,
257
+ 0.035987479001050815,
258
+ 0.038414025999372825,
259
+ 0.03869335899798898,
260
+ 0.035876326997822616,
261
+ 0.03782076900097309,
262
+ 0.03563289199519204,
263
+ 0.03718385100364685,
264
+ 0.03501259200129425,
265
+ 0.03530150799633702,
266
+ 0.041459805994236376,
267
+ 0.0410386989969993,
268
+ 0.043717997999920044,
269
+ 0.040951710994704627,
270
+ 0.041610517000663094,
271
+ 0.044568072000402026,
272
+ 0.04794325299735647,
273
+ 0.047663778997957706,
274
+ 0.040018599000177346,
275
+ 0.04127529700053856,
276
+ 0.03934888300136663,
277
+ 0.044786430000385735,
278
+ 0.0440426569984993,
279
+ 0.04194546999497106,
280
+ 0.051678251002158504,
281
+ 0.05313485799706541,
282
+ 0.048006814999098424,
283
+ 0.0495544389996212,
284
+ 0.03961917499691481,
285
+ 0.04741559400281403,
286
+ 0.05241631300305016,
287
+ 0.03913883100176463,
288
+ 0.044403815001714975,
289
+ 0.042739953998534475,
290
+ 0.04216369899950223,
291
+ 0.04747926499840105,
292
+ 0.045683753000048455,
293
+ 0.07107584299956216,
294
+ 0.048544610996032134,
295
+ 0.0646673160008504,
296
+ 0.050826310995034873,
297
+ 0.05542013300146209,
298
+ 0.04249467399495188,
299
+ 0.042038725994643755,
300
+ 0.04070095800125273,
301
+ 0.04016656200110447,
302
+ 0.040207598998676986,
303
+ 0.04127512099512387,
304
+ 0.04087191900180187,
305
+ 0.045571795002615545,
306
+ 0.040467371996783186,
307
+ 0.03770307599916123,
308
+ 0.05197845499787945,
309
+ 0.04433975300344173,
310
+ 0.041489372997602914,
311
+ 0.041728105999936815,
312
+ 0.04016000300180167,
313
+ 0.0426388819978456,
314
+ 0.04076775300200097,
315
+ 0.042954156997438986,
316
+ 0.04104360299970722,
317
+ 0.041668146004667506,
318
+ 0.039548977998492774,
319
+ 0.039242856997589115,
320
+ 0.03911634699761635,
321
+ 0.04001419599808287,
322
+ 0.04289905200130306,
323
+ 0.039834432005591225,
324
+ 0.03876793399831513,
325
+ 0.041963249997934327,
326
+ 0.041466156995738856,
327
+ 0.039296247996389866,
328
+ 0.0438131280025118,
329
+ 0.0460004749984364,
330
+ 0.03843835999578005,
331
+ 0.04606529299780959,
332
+ 0.04250747899641283,
333
+ 0.04190356199978851,
334
+ 0.0340156090023811,
335
+ 0.03620198299904587,
336
+ 0.037120389999472536,
337
+ 0.032819624997500796,
338
+ 0.03495316299813567,
339
+ 0.03632776000449667,
340
+ 0.03435257000091951,
341
+ 0.035429786003078334,
342
+ 0.0338895329987281,
343
+ 0.039082054994651116,
344
+ 0.03707176299940329,
345
+ 0.03596253199793864,
346
+ 0.03455382600077428,
347
+ 0.035864934005076066,
348
+ 0.03975507699942682,
349
+ 0.03639991700038081,
350
+ 0.03955922100431053,
351
+ 0.03614759800257161,
352
+ 0.0348923629935598,
353
+ 0.03791975000058301,
354
+ 0.03816556299716467,
355
+ 0.04100097299669869,
356
+ 0.038040118997741956,
357
+ 0.03928876300051343,
358
+ 0.038448222003353294,
359
+ 0.04015361100027803,
360
+ 0.038083574996562675,
361
+ 0.04231058400182519,
362
+ 0.03846807700028876,
363
+ 0.038401525001972914,
364
+ 0.039889068000775296,
365
+ 0.042595484999765176,
366
+ 0.03865843800303992,
367
+ 0.037265788996592164,
368
+ 0.0378204509979696,
369
+ 0.035668928001541644,
370
+ 0.038669847999699414,
371
+ 0.0382528049958637,
372
+ 0.03372610700171208,
373
+ 0.035594289998698514,
374
+ 0.036390797002241015,
375
+ 0.03477477500564419,
376
+ 0.03669727599481121,
377
+ 0.03640892000112217,
378
+ 0.04093301000102656,
379
+ 0.0414314480003668,
380
+ 0.04062247399997432,
381
+ 0.04014685899892356,
382
+ 0.03928500600159168,
383
+ 0.03503117399668554
384
+ ]
385
+ },
386
+ "throughput": {
387
+ "unit": "samples/s",
388
+ "value": 50.323358275822095
389
+ },
390
+ "energy": null,
391
+ "efficiency": null
392
+ }
393
+ }
394
+ }