Hugging Face's logo

Datasets:
optimum-benchmark
/
cuda

Dataset card Data Studio Files Community
IlyasMoutawwakil HF staff commited on
Commit
f18ebef
·
verified ·
1 Parent(s): e5f0403

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 +250 -259
cuda_inference_transformers_text-generation_openai-community/gpt2/benchmark_report.json CHANGED
@@ -2,7 +2,7 @@
2
  "prefill": {
3
  "memory": {
4
  "unit": "MB",
5
- "max_ram": 1041.44896,
6
  "max_global_vram": 1365.77024,
7
  "max_process_vram": 0.0,
8
  "max_reserved": 725.614592,
@@ -10,111 +10,108 @@
10
  },
11
  "latency": {
12
  "unit": "s",
13
- "count": 74,
14
- "total": 0.49176995038986215,
15
- "mean": 0.006645539870133271,
16
- "stdev": 0.0003588633126310971,
17
- "p50": 0.00671561598777771,
18
- "p90": 0.007092009401321411,
19
- "p95": 0.007188164901733398,
20
- "p99": 0.007482690272331236,
21
  "values": [
22
- 0.007747615814208984,
23
- 0.007246751785278321,
24
- 0.00717574405670166,
25
- 0.007114175796508789,
26
- 0.007384704113006592,
27
- 0.007108607769012451,
28
- 0.006772928237915039,
29
- 0.006989855766296387,
30
- 0.0069827837944030765,
31
- 0.006841087818145752,
32
- 0.006958335876464844,
33
- 0.00696124792098999,
34
- 0.006876224040985107,
35
- 0.006901535987854004,
36
- 0.006711967945098877,
37
- 0.0067448000907897945,
38
- 0.006784895896911621,
39
- 0.007006175994873047,
40
- 0.007040832042694092,
41
- 0.006802976131439209,
42
- 0.006889952182769775,
43
- 0.006867167949676514,
44
- 0.006845215797424317,
45
- 0.0069574079513549806,
46
- 0.006838143825531006,
47
- 0.006782623767852783,
48
- 0.006788864135742188,
49
- 0.007053279876708984,
50
- 0.007032832145690918,
51
- 0.006913568019866943,
52
- 0.007211232185363769,
53
- 0.006719264030456543,
54
- 0.006728447914123535,
55
- 0.006541728019714355,
56
- 0.006348320007324219,
57
- 0.006659327983856201,
58
- 0.0069920320510864255,
59
- 0.007147071838378906,
60
- 0.006822879791259766,
61
- 0.00673747205734253,
62
- 0.006757599830627441,
63
- 0.006522304058074952,
64
- 0.006513696193695068,
65
- 0.006310239791870117,
66
- 0.006288415908813476,
67
- 0.006250527858734131,
68
- 0.00630841588973999,
69
- 0.006227488040924072,
70
- 0.006232863903045655,
71
- 0.006233727931976319,
72
- 0.006411263942718506,
73
- 0.006275424003601074,
74
- 0.0062512001991271975,
75
- 0.0062451519966125486,
76
- 0.006289184093475342,
77
- 0.006263840198516846,
78
- 0.006265600204467773,
79
- 0.006255616188049316,
80
- 0.006239327907562256,
81
- 0.006291903972625732,
82
- 0.006266751766204834,
83
- 0.006244351863861084,
84
- 0.006211296081542968,
85
- 0.006187583923339844,
86
- 0.0063006081581115725,
87
- 0.006273280143737793,
88
- 0.006246335983276367,
89
- 0.006576608180999756,
90
- 0.006283040046691894,
91
- 0.006467455863952636,
92
- 0.006439871788024902,
93
- 0.006284416198730469,
94
- 0.006279903888702393,
95
- 0.00624457597732544
96
  ]
97
  },
98
  "throughput": {
99
  "unit": "tokens/s",
100
- "value": 300.9537282273339
101
  },
102
  "energy": {
103
  "unit": "kWh",
104
- "cpu": 7.810599404817437e-08,
105
- "ram": 4.270555517194534e-08,
106
- "gpu": 1.483937590657913e-07,
107
- "total": 2.69205308285911e-07
108
  },
109
  "efficiency": {
110
  "unit": "tokens/kWh",
111
- "value": 7429274.009247578
112
  }
113
  },
114
  "decode": {
115
  "memory": {
116
  "unit": "MB",
117
- "max_ram": 1041.44896,
118
  "max_global_vram": 1365.77024,
119
  "max_process_vram": 0.0,
120
  "max_reserved": 725.614592,
@@ -122,198 +119,192 @@
122
  },
123
  "latency": {
124
  "unit": "s",
125
- "count": 74,
126
- "total": 0.5173576984405518,
127
- "mean": 0.006991320249196645,
128
- "stdev": 0.0003531104901945994,
129
- "p50": 0.006985904216766358,
130
- "p90": 0.0074218335628509526,
131
- "p95": 0.007501915240287781,
132
- "p99": 0.007715249881744384,
133
  "values": [
134
- 0.007459839820861816,
135
- 0.0075279359817504886,
136
- 0.007487904071807861,
137
- 0.007425375938415527,
138
- 0.0076787199974060055,
139
- 0.007348800182342529,
140
- 0.007201856136322022,
141
- 0.007367040157318115,
142
- 0.007230688095092774,
143
- 0.007279039859771729,
144
- 0.007336832046508789,
145
- 0.0073220481872558595,
146
- 0.00727347183227539,
147
- 0.007096447944641113,
148
- 0.007089568138122559,
149
- 0.007261472225189209,
150
- 0.007264927864074707,
151
- 0.007366752147674561,
152
- 0.007192319869995118,
153
- 0.007635327816009521,
154
- 0.0072676482200622556,
155
- 0.007146336078643799,
156
- 0.007216224193572998,
157
- 0.007117216110229492,
158
- 0.007302080154418945,
159
- 0.007103839874267578,
160
- 0.007413568019866944,
161
- 0.007323808193206787,
162
- 0.0073029761314392086,
163
- 0.007385280132293701,
164
- 0.007377312183380127,
165
- 0.006765888214111328,
166
- 0.007149312019348144,
167
- 0.006618656158447265,
168
- 0.006692512035369873,
169
- 0.007388959884643555,
170
- 0.007429408073425293,
171
- 0.007814015865325928,
172
- 0.006972224235534668,
173
- 0.0069995841979980464,
174
- 0.007028384208679199,
175
- 0.0068345279693603515,
176
- 0.006784704208374024,
177
- 0.0066574721336364745,
178
- 0.006607456207275391,
179
- 0.00662556791305542,
180
- 0.006589151859283447,
181
- 0.006613952159881592,
182
- 0.006591968059539795,
183
- 0.006800288200378418,
184
- 0.0066962561607360836,
185
- 0.006605599880218506,
186
- 0.006593535900115967,
187
- 0.006590943813323974,
188
- 0.006559936046600342,
189
- 0.006585216045379639,
190
- 0.0065978879928588864,
191
- 0.006593023777008057,
192
- 0.00658406400680542,
193
- 0.006565663814544678,
194
- 0.006581791877746582,
195
- 0.006606847763061524,
196
- 0.006606751918792724,
197
- 0.006819168090820313,
198
- 0.006577184200286865,
199
- 0.006660607814788819,
200
- 0.006784863948822021,
201
- 0.006677536010742188,
202
- 0.006883008003234863,
203
- 0.006832032203674316,
204
- 0.0068089599609375,
205
- 0.006582911968231201,
206
- 0.0066080961227416996,
207
- 0.006589119911193848
208
  ]
209
  },
210
  "throughput": {
211
  "unit": "tokens/s",
212
- "value": 143.03450054586006
213
  },
214
  "energy": {
215
  "unit": "kWh",
216
- "cpu": 7.383839778455772e-08,
217
- "ram": 4.037057366269026e-08,
218
- "gpu": 1.3841202593420835e-07,
219
- "total": 2.5262099738145627e-07
220
  },
221
  "efficiency": {
222
  "unit": "tokens/kWh",
223
- "value": 3958499.1365147913
224
  }
225
  },
226
  "per_token": {
227
  "memory": null,
228
  "latency": {
229
  "unit": "s",
230
- "count": 73,
231
- "total": 0.9962291202545166,
232
- "mean": 0.013646974250061871,
233
- "stdev": 0.0006775282714783213,
234
- "p50": 0.013750240325927735,
235
- "p90": 0.014450265502929688,
236
- "p95": 0.01469808597564697,
237
- "p99": 0.015043420028686524,
238
  "values": [
239
- 0.01475276756286621,
240
- 0.014767104148864747,
 
 
 
 
 
 
 
 
 
241
  0.014576640129089356,
242
- 0.015064064025878907,
243
- 0.014547967910766601,
244
- 0.014005248069763183,
245
- 0.01435750389099121,
246
- 0.01427558422088623,
247
- 0.014144512176513671,
248
- 0.014312447547912598,
249
- 0.014299136161804199,
250
- 0.014212160110473633,
251
- 0.014064576148986816,
252
- 0.013829119682312012,
253
- 0.013981696128845214,
254
- 0.014105600357055664,
255
- 0.014400511741638184,
256
- 0.014287872314453125,
257
- 0.014452735900878906,
258
- 0.014186495780944825,
259
- 0.014071807861328126,
260
- 0.014043135643005371,
261
- 0.01417625617980957,
262
- 0.014125056266784668,
263
- 0.01396019172668457,
264
- 0.01415891170501709,
265
- 0.014440383911132813,
266
- 0.014392319679260255,
267
- 0.01430835247039795,
268
- 0.01466163158416748,
269
- 0.013586432456970214,
270
- 0.013842432022094727,
271
- 0.013287424087524414,
272
- 0.013041664123535156,
273
- 0.013981696128845214,
274
- 0.014404607772827148,
275
- 0.015035391807556153,
276
- 0.01392848014831543,
277
- 0.013750240325927735,
278
- 0.013840383529663085,
279
- 0.013399040222167969,
280
- 0.013321215629577637,
281
- 0.013002752304077148,
282
- 0.012924927711486817,
283
- 0.012900351524353027,
284
- 0.012911616325378418,
285
- 0.012860416412353515,
286
- 0.012868608474731445,
287
- 0.012963839530944824,
288
- 0.013224960327148438,
289
- 0.012889087677001953,
290
- 0.012899392127990723,
291
- 0.01286240005493164,
292
- 0.012873727798461914,
293
- 0.01287168025970459,
294
- 0.012880895614624023,
295
- 0.01287782382965088,
296
- 0.012851200103759765,
297
- 0.012875776290893554,
298
- 0.012881919860839844,
299
- 0.012895232200622558,
300
- 0.012837887763977051,
301
- 0.013026304244995117,
302
- 0.012905471801757813,
303
- 0.012955648422241211,
304
- 0.01305395221710205,
305
- 0.013289471626281739,
306
- 0.013154303550720215,
307
- 0.013360128402709961,
308
- 0.013272064208984375,
309
- 0.012905471801757813,
310
- 0.012907520294189453,
311
- 0.01286348819732666
312
  ]
313
  },
314
  "throughput": {
315
  "unit": "tokens/s",
316
- "value": 73.27631617649358
317
  },
318
  "energy": null,
319
  "efficiency": null
 
2
  "prefill": {
3
  "memory": {
4
  "unit": "MB",
5
+ "max_ram": 1028.947968,
6
  "max_global_vram": 1365.77024,
7
  "max_process_vram": 0.0,
8
  "max_reserved": 725.614592,
 
10
  },
11
  "latency": {
12
  "unit": "s",
13
+ "count": 71,
14
+ "total": 0.48799651145935075,
15
+ "mean": 0.006873190302244375,
16
+ "stdev": 0.0004528774977776018,
17
+ "p50": 0.006915200233459473,
18
+ "p90": 0.007380032062530518,
19
+ "p95": 0.007590880155563354,
20
+ "p99": 0.007752374267578124,
21
  "values": [
22
+ 0.00791923189163208,
23
+ 0.007680863857269287,
24
+ 0.007632448196411133,
25
+ 0.007592544078826904,
26
+ 0.007230815887451172,
27
+ 0.006967616081237793,
28
+ 0.007085504055023194,
29
+ 0.007589216232299805,
30
+ 0.007368991851806641,
31
+ 0.007316703796386719,
32
+ 0.007124832153320312,
33
+ 0.007039968013763428,
34
+ 0.007078879833221435,
35
+ 0.006902207851409912,
36
+ 0.0070865597724914554,
37
+ 0.007260320186614991,
38
+ 0.007323552131652832,
39
+ 0.007455904006958008,
40
+ 0.007250815868377686,
41
+ 0.007355999946594238,
42
+ 0.00729699182510376,
43
+ 0.007230016231536865,
44
+ 0.007380032062530518,
45
+ 0.00719385576248169,
46
+ 0.00726310396194458,
47
+ 0.007252255916595459,
48
+ 0.007417503833770752,
49
+ 0.007370143890380859,
50
+ 0.007293536186218262,
51
+ 0.007160352230072021,
52
+ 0.006960544109344482,
53
+ 0.007222303867340088,
54
+ 0.006826047897338867,
55
+ 0.00690992021560669,
56
+ 0.007227359771728515,
57
+ 0.007315616130828858,
58
+ 0.007289951801300049,
59
+ 0.006915200233459473,
60
+ 0.006566400051116943,
61
+ 0.006915775775909424,
62
+ 0.00669052791595459,
63
+ 0.006738912105560302,
64
+ 0.0064203200340271,
65
+ 0.006384543895721436,
66
+ 0.006418432235717773,
67
+ 0.006383679866790772,
68
+ 0.006379903793334961,
69
+ 0.006401247978210449,
70
+ 0.006386623859405517,
71
+ 0.006353824138641357,
72
+ 0.006391327857971191,
73
+ 0.0064139838218688966,
74
+ 0.006399648189544678,
75
+ 0.006357888221740723,
76
+ 0.006412543773651123,
77
+ 0.0064041919708251955,
78
+ 0.0063842558860778805,
79
+ 0.006365920066833496,
80
+ 0.006402688026428223,
81
+ 0.00639961576461792,
82
+ 0.00635475206375122,
83
+ 0.006399551868438721,
84
+ 0.006375679969787598,
85
+ 0.0063695039749145504,
86
+ 0.006392352104187012,
87
+ 0.006386688232421875,
88
+ 0.006380288124084472,
89
+ 0.006385087966918945,
90
+ 0.006398176193237305,
91
+ 0.006434688091278076,
92
+ 0.006359776020050049
 
 
 
93
  ]
94
  },
95
  "throughput": {
96
  "unit": "tokens/s",
97
+ "value": 290.98568671187803
98
  },
99
  "energy": {
100
  "unit": "kWh",
101
+ "cpu": 8.152824014289195e-08,
102
+ "ram": 4.457347927000262e-08,
103
+ "gpu": 1.5108459575342603e-07,
104
+ "total": 2.7718631516632057e-07
105
  },
106
  "efficiency": {
107
  "unit": "tokens/kWh",
108
+ "value": 7215363.423695491
109
  }
110
  },
111
  "decode": {
112
  "memory": {
113
  "unit": "MB",
114
+ "max_ram": 1028.947968,
115
  "max_global_vram": 1365.77024,
116
  "max_process_vram": 0.0,
117
  "max_reserved": 725.614592,
 
119
  },
120
  "latency": {
121
  "unit": "s",
122
+ "count": 71,
123
+ "total": 0.5146028795242312,
124
+ "mean": 0.007247927880622972,
125
+ "stdev": 0.0004694249545401258,
126
+ "p50": 0.007218400001525879,
127
+ "p90": 0.007824384212493896,
128
+ "p95": 0.007873183965682984,
129
+ "p99": 0.007992473459243775,
130
  "values": [
131
+ 0.007989247798919678,
132
+ 0.008,
133
+ 0.007952159881591796,
134
+ 0.007868224143981934,
135
+ 0.007676896095275879,
136
+ 0.007345407962799072,
137
+ 0.007804704189300537,
138
+ 0.007878143787384034,
139
+ 0.00769209623336792,
140
+ 0.007796927928924561,
141
+ 0.007493824005126953,
142
+ 0.00752729606628418,
143
+ 0.0074683837890625,
144
+ 0.007249120235443115,
145
+ 0.00770140790939331,
146
+ 0.007696864128112793,
147
+ 0.007824384212493896,
148
+ 0.007791327953338623,
149
+ 0.007711711883544922,
150
+ 0.007707520008087158,
151
+ 0.007639679908752441,
152
+ 0.007678207874298096,
153
+ 0.007808032035827636,
154
+ 0.0077274560928344725,
155
+ 0.007817599773406982,
156
+ 0.007849440097808838,
157
+ 0.007865568161010743,
158
+ 0.007773024082183838,
159
+ 0.007677152156829834,
160
+ 0.007575007915496826,
161
+ 0.007420159816741943,
162
+ 0.007369247913360596,
163
+ 0.007074368000030517,
164
+ 0.007636352062225342,
165
+ 0.0076284799575805666,
166
+ 0.007726111888885498,
167
+ 0.007218400001525879,
168
+ 0.007046559810638428,
169
+ 0.007013055801391601,
170
+ 0.007083968162536621,
171
+ 0.007076479911804199,
172
+ 0.007051136016845703,
173
+ 0.006752352237701416,
174
+ 0.006718495845794678,
175
+ 0.006724031925201416,
176
+ 0.006754496097564697,
177
+ 0.00674124813079834,
178
+ 0.006697696208953857,
179
+ 0.006746463775634766,
180
+ 0.006748672008514404,
181
+ 0.0068264961242675785,
182
+ 0.006746272087097168,
183
+ 0.006746560096740723,
184
+ 0.006738815784454346,
185
+ 0.00671830415725708,
186
+ 0.006748960018157959,
187
+ 0.006768127918243408,
188
+ 0.006732800006866455,
189
+ 0.006765279769897461,
190
+ 0.0067470078468322755,
191
+ 0.006757855892181397,
192
+ 0.006719423770904541,
193
+ 0.006749343872070312,
194
+ 0.00685481595993042,
195
+ 0.0067404799461364745,
196
+ 0.006723264217376709,
197
+ 0.0067638401985168455,
198
+ 0.00672051191329956,
199
+ 0.00674729585647583,
200
+ 0.006733888149261474,
201
+ 0.006738944053649902
 
 
 
202
  ]
203
  },
204
  "throughput": {
205
  "unit": "tokens/s",
206
+ "value": 137.97046776271844
207
  },
208
  "energy": {
209
  "unit": "kWh",
210
+ "cpu": 7.929248163159593e-08,
211
+ "ram": 4.335150840169903e-08,
212
+ "gpu": 1.4542465046278772e-07,
213
+ "total": 2.6806864049608256e-07
214
  },
215
  "efficiency": {
216
  "unit": "tokens/kWh",
217
+ "value": 3730387.85196739
218
  }
219
  },
220
  "per_token": {
221
  "memory": null,
222
  "latency": {
223
  "unit": "s",
224
+ "count": 70,
225
+ "total": 0.9890252780914308,
226
+ "mean": 0.014128932544163296,
227
+ "stdev": 0.0009019837455559321,
228
+ "p50": 0.014165503978729248,
229
+ "p90": 0.015232515335083007,
230
+ "p95": 0.015418470668792724,
231
+ "p99": 0.015647569637298582,
232
  "values": [
233
+ 0.015713279724121093,
234
+ 0.015618047714233398,
235
+ 0.015493120193481445,
236
+ 0.015003647804260254,
237
+ 0.014364671707153321,
238
+ 0.014822400093078614,
239
+ 0.015550463676452637,
240
+ 0.015118335723876953,
241
+ 0.015117312431335449,
242
+ 0.014673919677734374,
243
+ 0.014625791549682618,
244
  0.014576640129089356,
245
+ 0.0141844482421875,
246
+ 0.014831616401672363,
247
+ 0.014964735984802247,
248
+ 0.01517568016052246,
249
+ 0.015246368408203126,
250
+ 0.01502511978149414,
251
+ 0.015120448112487793,
252
+ 0.014982080459594727,
253
+ 0.014877696037292481,
254
+ 0.01528831958770752,
255
+ 0.014942208290100097,
256
+ 0.015104000091552734,
257
+ 0.015088640213012695,
258
+ 0.015327232360839844,
259
+ 0.015230976104736327,
260
+ 0.01500876808166504,
261
+ 0.01477836799621582,
262
+ 0.014393343925476074,
263
+ 0.014746623992919922,
264
+ 0.013913087844848633,
265
+ 0.01452236843109131,
266
+ 0.014863360404968261,
267
+ 0.015057920455932617,
268
+ 0.01465446376800537,
269
+ 0.014003199577331543,
270
+ 0.013499391555786134,
271
+ 0.014146559715270996,
272
+ 0.013805567741394043,
273
+ 0.013818880081176758,
274
+ 0.013213695526123047,
275
+ 0.013130751609802246,
276
+ 0.013167615890502929,
277
+ 0.01318297576904297,
278
+ 0.013147135734558106,
279
+ 0.013124608039855956,
280
+ 0.013147135734558106,
281
+ 0.013139967918395995,
282
+ 0.013238271713256837,
283
+ 0.013164544105529785,
284
+ 0.013195263862609862,
285
+ 0.013123583793640137,
286
+ 0.013155327796936036,
287
+ 0.013165568351745606,
288
+ 0.013179903984069824,
289
+ 0.013124608039855956,
290
+ 0.013179903984069824,
291
+ 0.013197312355041504,
292
+ 0.013139967918395995,
293
+ 0.013142016410827637,
294
+ 0.013139967918395995,
295
+ 0.013261823654174805,
296
+ 0.013159423828125,
297
+ 0.013131775856018067,
298
+ 0.013171711921691894,
299
+ 0.013131775856018067,
300
+ 0.013155327796936036,
301
+ 0.013212672233581543,
302
+ 0.013121536254882812
 
 
 
 
 
 
 
 
 
 
 
 
303
  ]
304
  },
305
  "throughput": {
306
  "unit": "tokens/s",
307
+ "value": 70.77675520597647
308
  },
309
  "energy": null,
310
  "efficiency": null