Hugging Face's logo

Datasets:
optimum-benchmark
/
cuda

Dataset card Data Studio Files Community
IlyasMoutawwakil HF staff commited on
Commit
106e171
·
verified ·
1 Parent(s): 0c78609

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 +267 -255
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": 1042.67776,
6
  "max_global_vram": 1365.77024,
7
  "max_process_vram": 0.0,
8
  "max_reserved": 725.614592,
@@ -10,110 +10,114 @@
10
  },
11
  "latency": {
12
  "unit": "s",
13
- "count": 73,
14
- "total": 0.49331324672698984,
15
- "mean": 0.0067577157085889,
16
- "stdev": 0.00034184639459970245,
17
- "p50": 0.006815104007720947,
18
- "p90": 0.0071185729026794434,
19
- "p95": 0.007185318279266358,
20
- "p99": 0.00765092498779297,
21
  "values": [
22
- 0.008249504089355469,
23
- 0.007180287837982178,
24
- 0.0071224641799926755,
25
- 0.006914175987243652,
26
- 0.006880991935729981,
27
- 0.006809696197509766,
28
- 0.006863999843597412,
29
- 0.0066555838584899905,
30
- 0.006894336223602295,
31
- 0.006951295852661133,
32
- 0.006827199935913086,
33
- 0.006825183868408203,
34
- 0.007418144226074219,
35
- 0.007087007999420166,
36
- 0.006897280216217041,
37
- 0.0069621758460998535,
38
- 0.00705401611328125,
39
- 0.0068863358497619626,
40
- 0.00698473596572876,
41
- 0.006921055793762207,
42
- 0.007013567924499512,
43
- 0.007123968124389648,
44
- 0.007082848072052002,
45
- 0.006870975971221924,
46
- 0.006904255867004394,
47
- 0.007032576084136963,
48
- 0.006811039924621582,
49
- 0.006815104007720947,
50
- 0.007206431865692139,
51
- 0.006916096210479736,
52
- 0.006993184089660645,
53
- 0.006917183876037598,
54
- 0.007008639812469483,
55
- 0.007192863941192627,
56
- 0.0071030077934265134,
57
- 0.007020607948303222,
58
- 0.0067560958862304685,
59
- 0.006921279907226563,
60
- 0.006662655830383301,
61
- 0.006858016014099121,
62
- 0.007160607814788818,
63
- 0.006521471977233887,
64
- 0.006696224212646484,
65
- 0.006791584014892578,
66
- 0.007071296215057373,
67
- 0.006630047798156739,
68
- 0.006555071830749512,
69
- 0.006547967910766602,
70
- 0.006508992195129394,
71
- 0.006424223899841309,
72
- 0.006343423843383789,
73
- 0.006291647911071777,
74
- 0.006348480224609375,
75
- 0.006375072002410889,
76
- 0.006347487926483155,
77
- 0.006418560028076172,
78
- 0.006395423889160156,
79
- 0.006457791805267334,
80
- 0.006400224208831787,
81
- 0.006428607940673828,
82
- 0.006370848178863526,
83
- 0.006365151882171631,
84
- 0.006408192157745361,
85
- 0.006376512050628662,
86
- 0.006390655994415283,
87
- 0.006376287937164307,
88
  0.006417727947235107,
89
- 0.006326144218444824,
90
- 0.006354176044464112,
91
- 0.006437119960784912,
92
- 0.006443679809570313,
93
- 0.006352928161621094,
94
- 0.006383743762969971
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
95
  ]
96
  },
97
  "throughput": {
98
  "unit": "tokens/s",
99
- "value": 295.9579961995214
100
  },
101
  "energy": {
102
  "unit": "kWh",
103
- "cpu": 7.764209830571735e-08,
104
- "ram": 4.226291244828479e-08,
105
- "gpu": 1.506909574935052e-07,
106
- "total": 2.7059596824750735e-07
107
  },
108
  "efficiency": {
109
  "unit": "tokens/kWh",
110
- "value": 7391093.122905106
111
  }
112
  },
113
  "decode": {
114
  "memory": {
115
  "unit": "MB",
116
- "max_ram": 1042.67776,
117
  "max_global_vram": 1365.77024,
118
  "max_process_vram": 0.0,
119
  "max_reserved": 725.614592,
@@ -121,197 +125,205 @@
121
  },
122
  "latency": {
123
  "unit": "s",
124
- "count": 73,
125
- "total": 0.5159564790725708,
126
- "mean": 0.00706789697359686,
127
- "stdev": 0.00030096819728482794,
128
- "p50": 0.007161119937896729,
129
- "p90": 0.00744140157699585,
130
- "p95": 0.007485184001922608,
131
- "p99": 0.007511380386352539,
132
  "values": [
133
- 0.0074551358222961425,
134
- 0.007508575916290283,
135
- 0.0072683200836181645,
136
- 0.0072215042114257815,
137
- 0.0072252159118652345,
138
- 0.007195328235626221,
139
- 0.007047776222229004,
140
- 0.007240767955780029,
141
- 0.007298624038696289,
142
- 0.007270656108856201,
143
- 0.007161119937896729,
144
- 0.00742412805557251,
145
- 0.0075185918807983395,
146
- 0.007406176090240479,
147
- 0.007290175914764404,
148
- 0.0074421119689941405,
149
- 0.00721999979019165,
150
- 0.007175199985504151,
151
- 0.007191455841064453,
152
- 0.007372543811798095,
153
- 0.007483520030975342,
154
- 0.007487679958343506,
155
- 0.007290048122406006,
156
- 0.0074282240867614745,
157
- 0.007499680042266845,
158
- 0.007344863891601563,
159
- 0.007199423789978027,
160
- 0.007324960231781006,
161
- 0.007245823860168457,
162
- 0.007377120018005371,
163
- 0.0072696318626403805,
164
- 0.007266560077667236,
165
- 0.007469120025634765,
166
- 0.007437535762786865,
167
- 0.007230080127716064,
168
- 0.007438560009002685,
169
- 0.007351168155670166,
170
- 0.007309663772583008,
171
- 0.007039616107940674,
172
- 0.0070997757911682126,
173
- 0.00706390380859375,
174
- 0.006892831802368164,
175
- 0.007074048042297363,
176
- 0.007133056163787841,
177
- 0.007065760135650635,
178
- 0.006781824111938476,
179
- 0.006873856067657471,
180
- 0.006866591930389404,
181
- 0.006677728176116943,
182
- 0.006721951961517334,
183
- 0.00683673620223999,
184
- 0.006732351779937744,
185
- 0.006592703819274902,
186
- 0.006724160194396972,
187
- 0.006752543926239014,
188
- 0.006668672084808349,
189
- 0.006696832180023193,
190
- 0.0066705279350280765,
191
- 0.006665919780731201,
192
- 0.006663616180419922,
193
- 0.006725152015686035,
194
- 0.0067233600616455075,
195
- 0.0066564478874206546,
196
- 0.00681766414642334,
197
- 0.006878943920135498,
198
- 0.006671967983245849,
199
- 0.006703551769256592,
200
- 0.006726143836975097,
201
- 0.0067266240119934085,
202
- 0.0066689600944519044,
203
- 0.0067114877700805665,
204
- 0.0067337918281555175,
205
- 0.006530303955078125
 
 
 
 
206
  ]
207
  },
208
  "throughput": {
209
  "unit": "tokens/s",
210
- "value": 141.48480145305498
211
  },
212
  "energy": {
213
  "unit": "kWh",
214
- "cpu": 7.165657001591864e-08,
215
- "ram": 3.9367521942496864e-08,
216
- "gpu": 1.375037175065002e-07,
217
- "total": 2.4852780946491564e-07
218
  },
219
  "efficiency": {
220
  "unit": "tokens/kWh",
221
- "value": 4023694.5803088034
222
  }
223
  },
224
  "per_token": {
225
  "memory": null,
226
  "latency": {
227
  "unit": "s",
228
- "count": 73,
229
- "total": 0.48187414264678946,
230
- "mean": 0.006601015652695747,
231
- "stdev": 0.0002432748698272277,
232
- "p50": 0.006675456047058105,
233
- "p90": 0.0069036032676696776,
234
- "p95": 0.0069447678565979,
235
- "p99": 0.006988881797790527,
236
  "values": [
237
- 0.006894591808319092,
238
- 0.006966271877288818,
239
- 0.006752255916595459,
240
- 0.006715392112731934,
241
- 0.006691840171813965,
242
- 0.006687808036804199,
243
- 0.0065443840026855465,
244
- 0.006717440128326416,
245
- 0.006752255916595459,
246
- 0.006747136116027832,
247
- 0.006667263984680176,
248
- 0.006887423992156983,
249
- 0.006996992111206054,
250
- 0.006847487926483154,
251
- 0.006776832103729248,
252
- 0.006916096210479736,
253
- 0.00672870397567749,
254
- 0.006676479816436768,
255
- 0.006692863941192627,
256
- 0.006865920066833496,
257
- 0.006953983783721924,
258
- 0.006920191764831543,
259
- 0.006767615795135498,
260
- 0.00687718391418457,
261
- 0.006985727787017822,
262
- 0.006829055786132812,
263
- 0.0067051520347595215,
264
- 0.006789120197296142,
265
- 0.006746111869812011,
266
- 0.0068618240356445315,
267
- 0.006737919807434082,
268
- 0.006767615795135498,
269
  0.006938623905181885,
270
- 0.006905856132507324,
271
- 0.0067276802062988285,
272
- 0.006874112129211426,
273
- 0.006840320110321045,
274
- 0.006817791938781738,
275
- 0.006556672096252441,
276
- 0.006675456047058105,
277
- 0.0066406397819519045,
278
- 0.006428671836853027,
279
- 0.006639616012573242,
280
- 0.006608895778656006,
281
- 0.0066406397819519045,
282
- 0.00637337589263916,
283
- 0.006455296039581298,
284
- 0.006462463855743408,
285
- 0.006289472103118896,
286
- 0.00633241605758667,
287
- 0.006446080207824707,
288
- 0.006326303958892822,
289
- 0.006172671794891358,
290
- 0.006337535858154297,
291
- 0.00636518383026123,
292
- 0.0062791681289672855,
293
- 0.006304768085479737,
294
- 0.0062863359451293946,
295
- 0.006261760234832763,
296
- 0.006252543926239014,
297
- 0.006334464073181153,
298
  0.006326272010803223,
299
- 0.006262784004211426,
300
- 0.006426623821258545,
301
- 0.006487040042877197,
302
- 0.006276095867156982,
303
- 0.006293504238128662,
304
- 0.006336512088775635,
305
- 0.0063324799537658695,
306
- 0.006277120113372803,
307
- 0.006323200225830078,
308
- 0.006343679904937744,
309
- 0.006147071838378906
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
310
  ]
311
  },
312
  "throughput": {
313
  "unit": "tokens/s",
314
- "value": 151.49183892506244
315
  },
316
  "energy": null,
317
  "efficiency": null
 
2
  "prefill": {
3
  "memory": {
4
  "unit": "MB",
5
+ "max_ram": 1038.569472,
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": 77,
14
+ "total": 0.49237606382370014,
15
+ "mean": 0.006394494335372728,
16
+ "stdev": 0.0006390265657928551,
17
+ "p50": 0.006159711837768555,
18
+ "p90": 0.006647193717956543,
19
+ "p95": 0.00716785297393799,
20
+ "p99": 0.009183903999328604,
21
  "values": [
22
+ 0.010716671943664552,
23
+ 0.008699872016906739,
24
+ 0.0070871682167053226,
25
+ 0.007000991821289063,
26
+ 0.0076447358131408695,
27
+ 0.00627023983001709,
28
+ 0.006189087867736817,
29
+ 0.006175007820129395,
30
+ 0.006159711837768555,
31
+ 0.006130464076995849,
32
+ 0.006169023990631103,
33
+ 0.006331776142120361,
34
+ 0.006432096004486084,
35
+ 0.006143455982208252,
36
+ 0.0065567679405212406,
37
+ 0.006459712028503418,
38
+ 0.006422336101531982,
39
+ 0.006393439769744873,
40
+ 0.006700032234191895,
41
+ 0.0064858880043029785,
42
+ 0.00644374418258667,
43
+ 0.006458144187927246,
44
+ 0.0061478400230407714,
45
+ 0.006101791858673096,
46
+ 0.006109600067138672,
47
+ 0.00617795181274414,
48
+ 0.006473599910736084,
49
+ 0.006130464076995849,
50
+ 0.006114175796508789,
51
+ 0.006101535797119141,
52
+ 0.006124512195587158,
53
+ 0.006371359825134277,
54
+ 0.006571807861328125,
55
+ 0.006820256233215332,
56
+ 0.007490592002868652,
57
+ 0.006537280082702637,
58
+ 0.00643552017211914,
59
+ 0.0066119680404663084,
60
+ 0.006468959808349609,
61
+ 0.0060356478691101076,
62
+ 0.006013216018676758,
63
+ 0.006112895965576172,
64
+ 0.006136127948760986,
65
+ 0.006119135856628418,
66
+ 0.006118368148803711,
67
+ 0.006122879981994629,
68
+ 0.006232448101043701,
69
+ 0.006084735870361328,
70
+ 0.006111040115356446,
71
+ 0.006150815963745117,
72
+ 0.006128416061401367,
73
+ 0.0061279358863830565,
74
+ 0.006482592105865478,
 
 
 
 
 
 
 
 
 
 
 
 
 
75
  0.006417727947235107,
76
+ 0.006510303974151611,
77
+ 0.006285791873931885,
78
+ 0.006280447959899902,
79
+ 0.006429728031158447,
80
+ 0.006429376125335694,
81
+ 0.006109312057495118,
82
+ 0.006135072231292725,
83
+ 0.006080160140991211,
84
+ 0.006101823806762695,
85
+ 0.0061049280166625974,
86
+ 0.006150784015655518,
87
+ 0.006135263919830322,
88
+ 0.006108543872833252,
89
+ 0.006093088150024414,
90
+ 0.006085696220397949,
91
+ 0.006113056182861328,
92
+ 0.0061320638656616215,
93
+ 0.006268576145172119,
94
+ 0.006108799934387207,
95
+ 0.006108448028564453,
96
+ 0.006118336200714111,
97
+ 0.006091807842254639,
98
+ 0.006141088008880615
99
  ]
100
  },
101
  "throughput": {
102
  "unit": "tokens/s",
103
+ "value": 312.7690627445715
104
  },
105
  "energy": {
106
  "unit": "kWh",
107
+ "cpu": 7.80757178950031e-08,
108
+ "ram": 4.268807817683152e-08,
109
+ "gpu": 1.501901786315798e-07,
110
+ "total": 2.709539747034144e-07
111
  },
112
  "efficiency": {
113
  "unit": "tokens/kWh",
114
+ "value": 7381327.408794041
115
  }
116
  },
117
  "decode": {
118
  "memory": {
119
  "unit": "MB",
120
+ "max_ram": 1038.569472,
121
  "max_global_vram": 1365.77024,
122
  "max_process_vram": 0.0,
123
  "max_reserved": 725.614592,
 
125
  },
126
  "latency": {
127
  "unit": "s",
128
+ "count": 77,
129
+ "total": 0.5153516173362731,
130
+ "mean": 0.006692878147224326,
131
+ "stdev": 0.000452046519818447,
132
+ "p50": 0.0065558719635009765,
133
+ "p90": 0.007058835124969482,
134
+ "p95": 0.0073153406143188476,
135
+ "p99": 0.00805302270889281,
136
  "values": [
137
+ 0.009865568161010743,
138
+ 0.007480639934539795,
139
+ 0.007417952060699463,
140
+ 0.00730790376663208,
141
+ 0.006880127906799317,
142
+ 0.006872032165527344,
143
+ 0.0064152321815490725,
144
+ 0.00643833589553833,
145
+ 0.006512479782104492,
146
+ 0.0064943041801452635,
147
+ 0.006488831996917724,
148
+ 0.006881696224212646,
149
+ 0.006836575984954834,
150
+ 0.00662992000579834,
151
+ 0.006820256233215332,
152
+ 0.006723296165466308,
153
+ 0.00678550386428833,
154
+ 0.006741600036621094,
155
+ 0.007041823863983154,
156
+ 0.006802815914154053,
157
+ 0.006754784107208252,
158
+ 0.0070843520164489745,
159
+ 0.006475327968597412,
160
+ 0.006458144187927246,
161
+ 0.0065558719635009765,
162
+ 0.006713344097137451,
163
+ 0.006791232109069824,
164
+ 0.006439040184020996,
165
+ 0.00645356798171997,
166
+ 0.006783552169799804,
167
+ 0.006443776130676269,
168
+ 0.007345088005065918,
169
+ 0.007230912208557129,
170
+ 0.007149055957794189,
171
+ 0.006927775859832764,
172
+ 0.006775680065155029,
173
+ 0.006780640125274658,
174
+ 0.007004096031188965,
175
+ 0.006775296211242675,
176
+ 0.0063818879127502445,
177
+ 0.006396192073822022,
178
+ 0.006439743995666504,
179
+ 0.0064160962104797365,
180
+ 0.006393184185028076,
181
+ 0.006389215946197509,
182
+ 0.006583136081695556,
183
+ 0.006459231853485107,
184
+ 0.006436543941497803,
185
+ 0.006421184062957764,
186
+ 0.006421152114868164,
187
+ 0.006522624015808105,
188
+ 0.006428736209869385,
189
+ 0.006820831775665283,
190
+ 0.0069209918975830075,
191
+ 0.00663651180267334,
192
+ 0.0066743998527526854,
193
+ 0.006731359958648681,
194
+ 0.006712063789367676,
195
+ 0.0064254717826843265,
196
+ 0.00639737606048584,
197
+ 0.006444320201873779,
198
+ 0.006581376075744629,
199
+ 0.006560480117797852,
200
+ 0.006495007991790772,
201
+ 0.006422304153442383,
202
+ 0.006448031902313233,
203
+ 0.00644220781326294,
204
+ 0.006454495906829834,
205
+ 0.006429664134979248,
206
+ 0.006409152030944824,
207
+ 0.006556416034698486,
208
+ 0.006423871994018554,
209
+ 0.006428959846496582,
210
+ 0.006436607837677002,
211
+ 0.006460351943969727,
212
+ 0.0064397120475769044,
213
+ 0.006532288074493408
214
  ]
215
  },
216
  "throughput": {
217
  "unit": "tokens/s",
218
+ "value": 149.41255137219562
219
  },
220
  "energy": {
221
  "unit": "kWh",
222
+ "cpu": 7.207198707581676e-08,
223
+ "ram": 3.940509380086823e-08,
224
+ "gpu": 1.394689841785396e-07,
225
+ "total": 2.5094606505522467e-07
226
  },
227
  "efficiency": {
228
  "unit": "tokens/kWh",
229
+ "value": 3984920.025663419
230
  }
231
  },
232
  "per_token": {
233
  "memory": null,
234
  "latency": {
235
  "unit": "s",
236
+ "count": 77,
237
+ "total": 0.48427503967285157,
238
+ "mean": 0.0062892862295175515,
239
+ "stdev": 0.00040772727187516093,
240
+ "p50": 0.006170623779296875,
241
+ "p90": 0.006633267211914063,
242
+ "p95": 0.00679116792678833,
243
+ "p99": 0.007472414684295643,
244
  "values": [
245
+ 0.009162752151489258,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
246
  0.006938623905181885,
247
+ 0.00684441614151001,
248
+ 0.00677785587310791,
249
+ 0.006475776195526123,
250
+ 0.0064880638122558594,
251
+ 0.006037504196166992,
252
+ 0.006052864074707031,
253
+ 0.006130688190460205,
254
+ 0.006102015972137451,
255
+ 0.006103040218353272,
256
+ 0.0064849920272827145,
257
+ 0.00643993616104126,
258
+ 0.006239232063293457,
259
+ 0.006419456005096436,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
260
  0.006326272010803223,
261
+ 0.006375423908233643,
262
+ 0.0063498239517211915,
263
+ 0.00657203197479248,
264
+ 0.006407167911529541,
265
+ 0.006360064029693604,
266
+ 0.0066713600158691405,
267
+ 0.0060835199356079105,
268
+ 0.006079487800598145,
269
+ 0.006173696041107178,
270
+ 0.0063211522102355954,
271
+ 0.006395904064178467,
272
+ 0.006044672012329101,
273
+ 0.006076416015625,
274
+ 0.00638259220123291,
275
+ 0.0060661759376525876,
276
+ 0.006900735855102539,
277
+ 0.006763519763946534,
278
+ 0.0066826238632202144,
279
+ 0.006515711784362793,
280
+ 0.00637440013885498,
281
+ 0.006387712001800537,
282
+ 0.0066078720092773435,
283
+ 0.006366208076477051,
284
+ 0.005994495868682862,
285
+ 0.00601804780960083,
286
+ 0.006056960105895996,
287
+ 0.0060405759811401364,
288
+ 0.006017024040222168,
289
+ 0.006012928009033203,
290
+ 0.006206399917602539,
291
+ 0.006057983875274659,
292
+ 0.006047743797302246,
293
+ 0.00604259204864502,
294
+ 0.006040639877319336,
295
+ 0.006144000053405762,
296
+ 0.006023168087005615,
297
+ 0.0064245758056640625,
298
+ 0.006526976108551025,
299
+ 0.0062269439697265625,
300
+ 0.006268928050994873,
301
+ 0.006334464073181153,
302
+ 0.0063211522102355954,
303
+ 0.00602623987197876,
304
+ 0.00601907205581665,
305
+ 0.006049791812896729,
306
+ 0.006195199966430664,
307
+ 0.006170623779296875,
308
+ 0.006116352081298828,
309
+ 0.006039552211761475,
310
+ 0.006065152168273926,
311
+ 0.006049791812896729,
312
+ 0.006077439785003662,
313
+ 0.006052800178527832,
314
+ 0.006031360149383545,
315
+ 0.006178815841674804,
316
+ 0.006025216102600098,
317
+ 0.006052864074707031,
318
+ 0.006046720027923584,
319
+ 0.006077439785003662,
320
+ 0.006062079906463623,
321
+ 0.006151167869567871
322
  ]
323
  },
324
  "throughput": {
325
  "unit": "tokens/s",
326
+ "value": 159.0005548335029
327
  },
328
  "energy": null,
329
  "efficiency": null