Hugging Face's logo

Datasets:
optimum-benchmark
/
cuda

Dataset card Data Studio Files Community
IlyasMoutawwakil HF staff commited on
Commit
f407e2a
·
verified ·
1 Parent(s): 7068f72

Upload cuda_inference_transformers_text-generation_openai-community/gpt2/benchmark_report.json with huggingface_hub

Browse files
Files changed (1) hide show
  1. cuda_inference_transformers_text-generation_openai-community/gpt2/benchmark_report.json +258 -273
cuda_inference_transformers_text-generation_openai-community/gpt2/benchmark_report.json CHANGED
@@ -2,7 +2,7 @@
2
  "load": {
3
  "memory": {
4
  "unit": "MB",
5
- "max_ram": 791.007232,
6
  "max_global_vram": 1355.28448,
7
  "max_process_vram": 0.0,
8
  "max_reserved": 725.614592,
@@ -11,31 +11,31 @@
11
  "latency": {
12
  "unit": "s",
13
  "count": 1,
14
- "total": 7.44266943359375,
15
- "mean": 7.44266943359375,
16
  "stdev": 0.0,
17
- "p50": 7.44266943359375,
18
- "p90": 7.44266943359375,
19
- "p95": 7.44266943359375,
20
- "p99": 7.44266943359375,
21
  "values": [
22
- 7.44266943359375
23
  ]
24
  },
25
  "throughput": null,
26
  "energy": {
27
  "unit": "kWh",
28
- "cpu": 9.830837090280258e-07,
29
- "ram": 5.227482544414625e-07,
30
- "gpu": 1.6602791060001468e-06,
31
- "total": 3.166111069469635e-06
32
  },
33
  "efficiency": null
34
  },
35
  "prefill": {
36
  "memory": {
37
  "unit": "MB",
38
- "max_ram": 1221.398528,
39
  "max_global_vram": 1365.77024,
40
  "max_process_vram": 0.0,
41
  "max_reserved": 725.614592,
@@ -43,112 +43,107 @@
43
  },
44
  "latency": {
45
  "unit": "s",
46
- "count": 75,
47
- "total": 0.4909563221931458,
48
- "mean": 0.00654608429590861,
49
- "stdev": 0.00023619602614455873,
50
- "p50": 0.006488031864166259,
51
- "p90": 0.0066889087677001954,
52
- "p95": 0.006866681575775146,
53
- "p99": 0.007770508098602295,
54
  "values": [
55
- 0.007789760112762451,
56
- 0.007763743877410889,
57
- 0.006641439914703369,
58
- 0.006532000064849853,
59
- 0.006515103816986084,
60
- 0.006494016170501709,
61
- 0.006522719860076904,
62
- 0.006496928215026856,
63
- 0.006465727806091308,
64
- 0.006503712177276611,
65
- 0.00648902416229248,
66
- 0.006466752052307129,
67
- 0.006512703895568847,
68
- 0.006487520217895508,
69
- 0.006465760231018067,
70
- 0.006954624176025391,
71
- 0.006480063915252686,
72
- 0.006518943786621094,
73
- 0.006488031864166259,
74
- 0.006449535846710205,
75
- 0.0064676799774169924,
76
- 0.006486688137054443,
77
- 0.006482880115509033,
78
- 0.0064362878799438476,
79
- 0.006473023891448975,
80
- 0.00645088005065918,
81
- 0.0064858560562133785,
82
- 0.006480576038360596,
83
- 0.0065033278465271,
84
- 0.006451295852661133,
85
- 0.006491168022155762,
86
- 0.006458240032196045,
87
- 0.006453472137451172,
88
- 0.006500256061553955,
89
- 0.006476672172546387,
90
- 0.00645088005065918,
91
- 0.00649513578414917,
92
- 0.0066135039329528805,
93
- 0.006828991889953613,
94
- 0.006713247776031494,
95
- 0.006510015964508057,
96
- 0.006503200054168701,
97
- 0.006502208232879639,
98
- 0.006459328174591064,
99
- 0.006499872207641601,
100
- 0.006434207916259766,
101
- 0.006437312126159668,
102
- 0.006481664180755615,
103
- 0.0064778561592102055,
104
- 0.006666751861572265,
105
- 0.006644703865051269,
106
- 0.006589407920837402,
107
- 0.006631296157836914,
108
- 0.006559264183044433,
109
- 0.00648035192489624,
110
- 0.006557184219360352,
111
- 0.006493152141571045,
112
- 0.006340479850769043,
113
- 0.006358463764190674,
114
- 0.006373600006103515,
115
- 0.006337088108062744,
116
- 0.006366047859191894,
117
- 0.006393887996673584,
118
- 0.0063770880699157715,
119
- 0.0063517122268676755,
120
- 0.006394464015960694,
121
- 0.0063705921173095705,
122
- 0.006360288143157959,
123
- 0.006467872142791748,
124
- 0.00675212812423706,
125
- 0.0069593281745910646,
126
- 0.006703680038452149,
127
- 0.006617824077606201,
128
- 0.006662720203399658,
129
- 0.006603104114532471
130
  ]
131
  },
132
  "throughput": {
133
  "unit": "tokens/s",
134
- "value": 305.52616031083295
135
  },
136
  "energy": {
137
  "unit": "kWh",
138
- "cpu": 8.287463650446639e-08,
139
- "ram": 4.529026397276917e-08,
140
- "gpu": 1.5974760254545448e-07,
141
- "total": 2.8791250302269e-07
142
  },
143
  "efficiency": {
144
  "unit": "tokens/kWh",
145
- "value": 6946554.869978615
146
  }
147
  },
148
  "decode": {
149
  "memory": {
150
  "unit": "MB",
151
- "max_ram": 1240.076288,
152
  "max_global_vram": 1365.77024,
153
  "max_process_vram": 0.0,
154
  "max_reserved": 725.614592,
@@ -156,201 +151,191 @@
156
  },
157
  "latency": {
158
  "unit": "s",
159
- "count": 75,
160
- "total": 0.5147668170928955,
161
- "mean": 0.006863557561238607,
162
- "stdev": 0.00016765898211937858,
163
- "p50": 0.0068150081634521485,
164
- "p90": 0.0070033855438232425,
165
- "p95": 0.007109094429016113,
166
- "p99": 0.00750143810272217,
167
  "values": [
168
- 0.007907999992370605,
169
- 0.007107903957366943,
170
- 0.006861504077911377,
171
- 0.006826687812805176,
172
- 0.006835775852203369,
173
- 0.006827199935913086,
174
- 0.006787487983703613,
175
- 0.00682147216796875,
176
- 0.00711187219619751,
177
- 0.006810624122619629,
178
- 0.00680787181854248,
179
- 0.006823455810546875,
180
- 0.00681276798248291,
181
- 0.006819424152374268,
182
- 0.006800447940826416,
183
- 0.0067972478866577144,
184
- 0.006818943977355957,
185
- 0.006776832103729248,
186
- 0.006794655799865722,
187
- 0.006819263935089111,
188
- 0.006788864135742188,
189
- 0.0069064640998840335,
190
- 0.006806335926055908,
191
- 0.006788991928100586,
192
- 0.006783679962158203,
193
- 0.006808063983917236,
194
- 0.006789375782012939,
195
- 0.006900959968566894,
196
- 0.006835487842559815,
197
- 0.006805791854858399,
198
- 0.006781023979187012,
199
- 0.006796895980834961,
200
- 0.006818687915802002,
201
- 0.006778848171234131,
202
- 0.006891456127166748,
203
- 0.00682041597366333,
204
- 0.006791200160980225,
205
- 0.007144927978515625,
206
- 0.006990784168243408,
207
- 0.006867360115051269,
208
- 0.0068130559921264645,
209
- 0.00678656005859375,
210
- 0.006804416179656983,
211
- 0.006787936210632325,
212
- 0.006766304016113282,
213
- 0.006793024063110352,
214
- 0.006798208236694336,
215
- 0.00689788818359375,
216
- 0.006798943996429443,
217
- 0.006981791973114014,
218
- 0.006979072093963623,
219
- 0.006961440086364746,
220
- 0.006933216094970703,
221
- 0.006900512218475342,
222
- 0.006855904102325439,
223
- 0.0068624958992004395,
224
- 0.00670959997177124,
225
- 0.00674294376373291,
226
- 0.006698080062866211,
227
- 0.006728896141052246,
228
- 0.0068421120643615725,
229
- 0.006711616039276123,
230
- 0.006705952167510986,
231
- 0.006736095905303955,
232
- 0.006719679832458496,
233
- 0.006678271770477295,
234
- 0.006726047992706299,
235
- 0.0068973441123962404,
236
- 0.0068150081634521485,
237
- 0.00735859203338623,
238
- 0.007002560138702393,
239
- 0.007003935813903808,
240
- 0.006999072074890137,
241
- 0.007092671871185303,
242
- 0.00701251220703125
243
  ]
244
  },
245
  "throughput": {
246
  "unit": "tokens/s",
247
- "value": 145.69703700707927
248
  },
249
  "energy": {
250
  "unit": "kWh",
251
- "cpu": 7.725285981683363e-08,
252
- "ram": 4.225428045253622e-08,
253
- "gpu": 1.5173913313021688e-07,
254
- "total": 2.7124627339958676e-07
255
  },
256
  "efficiency": {
257
  "unit": "tokens/kWh",
258
- "value": 3686686.5946830865
259
  }
260
  },
261
  "per_token": {
262
  "memory": null,
263
  "latency": {
264
  "unit": "s",
265
- "count": 75,
266
- "total": 0.48444636869430563,
267
- "mean": 0.006459284915924074,
268
- "stdev": 0.0001493629782985224,
269
- "p50": 0.006419456005096436,
270
- "p90": 0.006602547264099121,
271
- "p95": 0.0066927617073059085,
272
- "p99": 0.007003504762649539,
273
  "values": [
274
- 0.007371776103973389,
275
- 0.006691840171813965,
276
- 0.006462463855743408,
277
- 0.006432767868041992,
278
- 0.006443071842193604,
279
- 0.00643174409866333,
280
- 0.006393856048583985,
281
- 0.006428671836853027,
282
- 0.0067051520347595215,
283
- 0.006408192157745361,
284
- 0.006412288188934326,
285
- 0.00643174409866333,
286
- 0.006409215927124024,
287
- 0.006415359973907471,
288
- 0.006408192157745361,
289
- 0.00638259220123291,
290
- 0.006425600051879882,
291
- 0.0063805441856384275,
292
- 0.00637337589263916,
293
- 0.006428671836853027,
294
- 0.006397952079772949,
295
- 0.006493184089660644,
296
- 0.006412288188934326,
297
- 0.006396927833557129,
298
- 0.00637337589263916,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
299
  0.0064143362045288085,
300
- 0.006398975849151611,
301
- 0.006465536117553711,
302
- 0.0064430079460144046,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
303
  0.006415359973907471,
304
- 0.006388735771179199,
305
- 0.006404096126556396,
306
- 0.006425600051879882,
307
- 0.006376448154449463,
308
- 0.006499328136444092,
309
  0.006429696083068847,
310
- 0.006386688232421875,
311
- 0.006694911956787109,
312
- 0.006551551818847656,
313
- 0.006466559886932373,
314
- 0.006419456005096436,
315
- 0.0063805441856384275,
316
- 0.0064133119583129885,
317
- 0.006394879817962646,
318
- 0.006363135814666748,
319
- 0.006392831802368164,
320
- 0.006404096126556396,
321
- 0.006494207859039307,
322
- 0.006392831802368164,
323
- 0.00657203197479248,
324
- 0.006532095909118653,
325
- 0.006553599834442139,
326
- 0.006535168170928955,
327
- 0.006501376152038574,
328
- 0.006463488101959228,
329
- 0.0064542717933654785,
330
- 0.0063211522102355954,
331
- 0.006347775936126709,
332
- 0.006307839870452881,
333
- 0.0063170561790466305,
334
- 0.0064542717933654785,
335
- 0.006322175979614258,
336
- 0.006308864116668702,
337
- 0.006334464073181153,
338
- 0.006326335906982422,
339
- 0.0062904319763183595,
340
- 0.006306816101074219,
341
- 0.006500351905822754,
342
- 0.00642252779006958,
343
- 0.006874112129211426,
344
- 0.006594624042510986,
345
- 0.006603775978088379,
346
- 0.0066007041931152345,
347
- 0.006662112236022949,
348
- 0.0066119680404663084
349
  ]
350
  },
351
  "throughput": {
352
  "unit": "tokens/s",
353
- "value": 154.81589882104444
354
  },
355
  "energy": null,
356
  "efficiency": null
 
2
  "load": {
3
  "memory": {
4
  "unit": "MB",
5
+ "max_ram": 791.232512,
6
  "max_global_vram": 1355.28448,
7
  "max_process_vram": 0.0,
8
  "max_reserved": 725.614592,
 
11
  "latency": {
12
  "unit": "s",
13
  "count": 1,
14
+ "total": 7.3702421875,
15
+ "mean": 7.3702421875,
16
  "stdev": 0.0,
17
+ "p50": 7.3702421875,
18
+ "p90": 7.3702421875,
19
+ "p95": 7.3702421875,
20
+ "p99": 7.3702421875,
21
  "values": [
22
+ 7.3702421875
23
  ]
24
  },
25
  "throughput": null,
26
  "energy": {
27
  "unit": "kWh",
28
+ "cpu": 1.0140203090276067e-06,
29
+ "ram": 5.40331722299215e-07,
30
+ "gpu": 1.6733346719997443e-06,
31
+ "total": 3.227686703326566e-06
32
  },
33
  "efficiency": null
34
  },
35
  "prefill": {
36
  "memory": {
37
  "unit": "MB",
38
+ "max_ram": 1193.230336,
39
  "max_global_vram": 1365.77024,
40
  "max_process_vram": 0.0,
41
  "max_reserved": 725.614592,
 
43
  },
44
  "latency": {
45
  "unit": "s",
46
+ "count": 70,
47
+ "total": 0.4897297306060793,
48
+ "mean": 0.006996139008658273,
49
+ "stdev": 0.000410524576066269,
50
+ "p50": 0.007070127964019775,
51
+ "p90": 0.007355996656417847,
52
+ "p95": 0.00742437596321106,
53
+ "p99": 0.008166970672607424,
54
  "values": [
55
+ 0.008041760444641114,
56
+ 0.00735430383682251,
57
+ 0.007420767784118652,
58
+ 0.007317696094512939,
59
+ 0.007227712154388428,
60
+ 0.006951583862304688,
61
+ 0.007094592094421387,
62
+ 0.007291647911071777,
63
+ 0.007209792137145996,
64
+ 0.00709494400024414,
65
+ 0.0072197442054748534,
66
+ 0.0073712320327758785,
67
+ 0.007262368202209473,
68
+ 0.00713263988494873,
69
+ 0.007235616207122803,
70
+ 0.00728169584274292,
71
+ 0.007247392177581787,
72
+ 0.00708460807800293,
73
+ 0.007427328109741211,
74
+ 0.007290719985961914,
75
+ 0.0072271361351013185,
76
+ 0.0072501440048217776,
77
+ 0.007120800018310547,
78
+ 0.007329152107238769,
79
+ 0.0071866240501403805,
80
+ 0.006959936141967773,
81
+ 0.0070700798034667965,
82
+ 0.007244768142700195,
83
+ 0.007040256023406982,
84
+ 0.007067327976226807,
85
+ 0.007066912174224853,
86
+ 0.007113152027130127,
87
+ 0.007374080181121826,
88
+ 0.007266623973846436,
89
+ 0.007129792213439941,
90
+ 0.007233695983886719,
91
+ 0.007070176124572754,
92
+ 0.006982656002044678,
93
+ 0.006823840141296386,
94
+ 0.007092512130737304,
95
+ 0.006649600028991699,
96
+ 0.006619264125823974,
97
+ 0.008445664405822754,
98
+ 0.008041215896606444,
99
+ 0.007301792144775391,
100
+ 0.007047391891479492,
101
+ 0.006908671855926514,
102
+ 0.006915743827819824,
103
+ 0.006723008155822754,
104
+ 0.006728256225585937,
105
+ 0.00669049596786499,
106
+ 0.006719327926635742,
107
+ 0.006504032135009765,
108
+ 0.006467711925506592,
109
+ 0.006497856140136719,
110
+ 0.00646127986907959,
111
+ 0.006528448104858398,
112
+ 0.006514400005340576,
113
+ 0.006494527816772461,
114
+ 0.0065084161758422856,
115
+ 0.00649183988571167,
116
+ 0.006412032127380371,
117
+ 0.006387487888336181,
118
+ 0.006442944049835205,
119
+ 0.006516064167022705,
120
+ 0.00647276782989502,
121
+ 0.00649561595916748,
122
+ 0.006548031806945801,
123
+ 0.006469855785369873,
124
+ 0.006518176078796387
 
 
 
 
 
125
  ]
126
  },
127
  "throughput": {
128
  "unit": "tokens/s",
129
+ "value": 285.87196416835667
130
  },
131
  "energy": {
132
  "unit": "kWh",
133
+ "cpu": 8.091220777116454e-08,
134
+ "ram": 4.409753855165658e-08,
135
+ "gpu": 1.5496800001360733e-07,
136
+ "total": 2.7997774633642844e-07
137
  },
138
  "efficiency": {
139
  "unit": "tokens/kWh",
140
+ "value": 7143424.883478949
141
  }
142
  },
143
  "decode": {
144
  "memory": {
145
  "unit": "MB",
146
+ "max_ram": 1211.63776,
147
  "max_global_vram": 1365.77024,
148
  "max_process_vram": 0.0,
149
  "max_reserved": 725.614592,
 
151
  },
152
  "latency": {
153
  "unit": "s",
154
+ "count": 70,
155
+ "total": 0.5158373103141785,
156
+ "mean": 0.007369104433059692,
157
+ "stdev": 0.00043647585925636276,
158
+ "p50": 0.007468400001525878,
159
+ "p90": 0.007745004606246948,
160
+ "p95": 0.0077970111846923824,
161
+ "p99": 0.008619238710403442,
162
  "values": [
163
+ 0.007798048019409179,
164
+ 0.007732800006866455,
165
+ 0.007665567874908448,
166
+ 0.007558271884918213,
167
+ 0.007724095821380615,
168
+ 0.007398111820220947,
169
+ 0.007523839950561524,
170
+ 0.0075771198272705075,
171
+ 0.007782911777496338,
172
+ 0.007508512020111084,
173
+ 0.007597311973571778,
174
+ 0.007521344184875488,
175
+ 0.007742623805999756,
176
+ 0.0076474881172180174,
177
+ 0.008457632064819335,
178
+ 0.007614463806152344,
179
+ 0.007699967861175537,
180
+ 0.007680191993713379,
181
+ 0.00772054386138916,
182
+ 0.007660223960876465,
183
+ 0.007605343818664551,
184
+ 0.007641119956970215,
185
+ 0.00776643180847168,
186
+ 0.007453983783721924,
187
+ 0.0075912318229675296,
188
+ 0.007394144058227539,
189
+ 0.007451488018035889,
190
+ 0.007548064231872559,
191
+ 0.007479455947875977,
192
+ 0.007470623970031738,
193
+ 0.00746617603302002,
194
+ 0.00760748815536499,
195
+ 0.007680607795715332,
196
+ 0.0076603198051452635,
197
+ 0.007738239765167236,
198
+ 0.007376575946807861,
199
+ 0.007482495784759522,
200
+ 0.007364799976348877,
201
+ 0.007183231830596924,
202
+ 0.0071487360000610355,
203
+ 0.006814559936523437,
204
+ 0.00821884822845459,
205
+ 0.008978943824768066,
206
+ 0.0077957439422607425,
207
+ 0.007553728103637696,
208
+ 0.00723308801651001,
209
+ 0.007214335918426513,
210
+ 0.00721120023727417,
211
+ 0.007069983959197998,
212
+ 0.007072768211364746,
213
+ 0.007069759845733643,
214
+ 0.0070013761520385746,
215
+ 0.00683244800567627,
216
+ 0.00681932783126831,
217
+ 0.006789984226226807,
218
+ 0.006830399990081787,
219
+ 0.006847487926483154,
220
+ 0.006844543933868409,
221
+ 0.006873472213745117,
222
+ 0.006817440032958985,
223
+ 0.006881824016571045,
224
+ 0.006740096092224121,
225
+ 0.006728928089141845,
226
+ 0.00679417610168457,
227
+ 0.006819680213928223,
228
+ 0.00680294418334961,
229
+ 0.006804224014282227,
230
+ 0.0068211197853088375,
231
+ 0.00679804801940918,
232
+ 0.007035200119018555
 
 
 
 
 
233
  ]
234
  },
235
  "throughput": {
236
  "unit": "tokens/s",
237
+ "value": 135.7017001297666
238
  },
239
  "energy": {
240
  "unit": "kWh",
241
+ "cpu": 7.554356524601515e-08,
242
+ "ram": 4.144469249165852e-08,
243
+ "gpu": 1.496155769863923e-07,
244
+ "total": 2.66603834724066e-07
245
  },
246
  "efficiency": {
247
  "unit": "tokens/kWh",
248
+ "value": 3750883.782429448
249
  }
250
  },
251
  "per_token": {
252
  "memory": null,
253
  "latency": {
254
  "unit": "s",
255
+ "count": 70,
256
+ "total": 0.48187299299240116,
257
+ "mean": 0.006883899899891445,
258
+ "stdev": 0.00037856204682235213,
259
+ "p50": 0.006951424121856689,
260
+ "p90": 0.0072185567378997804,
261
+ "p95": 0.0072543233633041385,
262
+ "p99": 0.0080650137424469,
263
  "values": [
264
+ 0.007218143939971924,
265
+ 0.007194591999053955,
266
+ 0.007136256217956543,
267
+ 0.007031807899475098,
268
+ 0.007171072006225586,
269
+ 0.006879231929779053,
270
+ 0.006977536201477051,
271
+ 0.006998015880584717,
272
+ 0.007250944137573242,
273
+ 0.006970367908477783,
274
+ 0.007054336071014404,
275
+ 0.006988863945007324,
276
+ 0.007225344181060791,
277
+ 0.007126016139984131,
278
+ 0.007928832054138184,
279
+ 0.0070553598403930665,
280
+ 0.0071792640686035155,
281
+ 0.007153664112091064,
282
+ 0.007180319786071777,
283
+ 0.007077951908111572,
284
+ 0.007073791980743408,
285
+ 0.007134208202362061,
286
+ 0.007222271919250488,
287
+ 0.00693555212020874,
288
+ 0.0070767998695373535,
289
+ 0.006884352207183838,
290
+ 0.006940671920776367,
291
+ 0.007045119762420654,
292
+ 0.0069632000923156735,
293
+ 0.006957056045532227,
294
+ 0.006945792198181152,
295
+ 0.007062528133392334,
296
+ 0.007087103843688965,
297
+ 0.007129087924957276,
298
+ 0.007185408115386963,
299
+ 0.0068351998329162595,
300
+ 0.006987775802612305,
301
+ 0.006866943836212158,
302
+ 0.006689792156219483,
303
+ 0.0067348480224609375,
304
  0.0064143362045288085,
305
+ 0.007643136024475097,
306
+ 0.008368127822875977,
307
+ 0.00725708818435669,
308
+ 0.007072768211364746,
309
+ 0.006763519763946534,
310
+ 0.006772736072540283,
311
+ 0.006804480075836182,
312
+ 0.006659071922302246,
313
+ 0.006628352165222168,
314
+ 0.006673376083374024,
315
+ 0.0065812478065490725,
316
+ 0.006440959930419922,
317
+ 0.006428671836853027,
318
+ 0.00638976001739502,
319
+ 0.006441984176635742,
320
+ 0.006446080207824707,
321
+ 0.006406144142150879,
322
+ 0.0064778242111206055,
323
+ 0.006426623821258545,
324
+ 0.006472703933715821,
325
+ 0.006352896213531494,
326
+ 0.006341631889343262,
327
+ 0.0063846721649169925,
328
+ 0.006429696083068847,
329
  0.006415359973907471,
330
+ 0.006393856048583985,
 
 
 
 
331
  0.006429696083068847,
332
+ 0.006409279823303223,
333
+ 0.006591487884521485
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
334
  ]
335
  },
336
  "throughput": {
337
  "unit": "tokens/s",
338
+ "value": 145.26649349095987
339
  },
340
  "energy": null,
341
  "efficiency": null