Hugging Face's logo

Datasets:
optimum-benchmark
/
cuda

Dataset card Data Studio Files Community
IlyasMoutawwakil HF staff commited on
Commit
2f08ebc
·
verified ·
1 Parent(s): ddde096

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 +210 -207
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": 1069.273088,
6
  "max_global_vram": 1365.77024,
7
  "max_process_vram": 0.0,
8
  "max_reserved": 725.614592,
@@ -10,94 +10,95 @@
10
  },
11
  "latency": {
12
  "unit": "s",
13
- "count": 57,
14
- "total": 0.49157283115386957,
15
- "mean": 0.008624084757085431,
16
- "stdev": 0.0003375152750899406,
17
- "p50": 0.00865328025817871,
18
- "p90": 0.008998815727233886,
19
- "p95": 0.00912330207824707,
20
- "p99": 0.009618567924499511,
21
  "values": [
22
- 0.00964358425140381,
23
- 0.009081695556640625,
24
- 0.00905628776550293,
25
- 0.008862784385681152,
26
- 0.008775168418884278,
27
- 0.00865392017364502,
28
- 0.008656928062438965,
29
- 0.008803999900817872,
30
- 0.008756223678588868,
31
- 0.008602848052978515,
32
- 0.008818304061889649,
33
- 0.008754816055297852,
34
- 0.008781791687011719,
35
- 0.00885427188873291,
36
- 0.008681504249572754,
37
- 0.00865328025817871,
38
- 0.008768608093261718,
39
- 0.008804448127746582,
40
- 0.008760064125061036,
41
- 0.008770015716552735,
42
- 0.00866857624053955,
43
- 0.00856761646270752,
44
- 0.008581279754638672,
45
- 0.008792287826538086,
46
- 0.008590271949768066,
47
- 0.008723103523254394,
48
- 0.008983519554138184,
49
- 0.009289728164672852,
50
- 0.008813471794128417,
51
- 0.008627648353576661,
52
- 0.008639616012573242,
53
- 0.008489248275756835,
54
- 0.008511679649353027,
55
- 0.00830179214477539,
56
- 0.008459551811218262,
57
- 0.009021759986877442,
58
- 0.009598912239074707,
59
- 0.008949248313903809,
60
- 0.008672224044799805,
61
- 0.008572511672973633,
62
- 0.008481216430664063,
63
- 0.008511232376098634,
64
- 0.008438176155090332,
65
- 0.008183263778686523,
66
- 0.008295647621154785,
67
- 0.008133055686950684,
68
- 0.008166399955749512,
69
- 0.008188863754272462,
70
- 0.00816528034210205,
71
- 0.008211775779724121,
72
- 0.008139103889465331,
73
- 0.008186528205871582,
74
- 0.008203007698059083,
75
- 0.008247200012207032,
76
- 0.008255711555480957,
77
- 0.008141759872436524,
78
- 0.008230015754699707
 
79
  ]
80
  },
81
  "throughput": {
82
  "unit": "tokens/s",
83
- "value": 231.9086669871637
84
  },
85
  "energy": {
86
  "unit": "kWh",
87
- "cpu": 1.0326213306850858e-07,
88
- "ram": 5.646524587380395e-08,
89
- "gpu": 1.983238301565238e-07,
90
- "total": 3.580512090988363e-07
91
  },
92
  "efficiency": {
93
  "unit": "tokens/kWh",
94
- "value": 5585793.174763225
95
  }
96
  },
97
  "decode": {
98
  "memory": {
99
  "unit": "MB",
100
- "max_ram": 1069.273088,
101
  "max_global_vram": 1365.77024,
102
  "max_process_vram": 0.0,
103
  "max_reserved": 725.614592,
@@ -105,164 +106,166 @@
105
  },
106
  "latency": {
107
  "unit": "s",
108
- "count": 57,
109
- "total": 0.508916735649109,
110
- "mean": 0.0089283637833177,
111
- "stdev": 0.0004057523577826843,
112
- "p50": 0.00897923183441162,
113
- "p90": 0.009393363380432129,
114
- "p95": 0.009483589935302733,
115
- "p99": 0.010120482368469236,
116
  "values": [
117
- 0.009407360076904297,
118
- 0.00948265552520752,
119
- 0.009384032249450683,
120
- 0.009137248039245606,
121
- 0.009055808067321777,
122
- 0.008952287673950196,
123
- 0.009096320152282716,
124
- 0.009125375747680664,
125
- 0.008943391799926757,
126
- 0.009133440017700195,
127
- 0.009037664413452148,
128
- 0.009168224334716797,
129
- 0.009150527954101562,
130
- 0.008984319686889649,
131
- 0.00902847957611084,
132
- 0.009029248237609862,
133
- 0.009211135864257812,
134
- 0.009231072425842285,
135
- 0.008944064140319825,
136
- 0.009009759902954101,
137
- 0.009054559707641602,
138
- 0.009095552444458008,
139
- 0.00912332820892334,
140
- 0.008867584228515624,
141
- 0.008986880302429199,
142
- 0.009701151847839356,
143
- 0.009469759941101075,
144
- 0.009487327575683593,
145
- 0.00904528045654297,
146
- 0.008968352317810058,
147
- 0.00897923183441162,
148
- 0.008908767700195313,
149
- 0.008463616371154786,
150
- 0.008658816337585449,
151
- 0.00873862361907959,
152
- 0.009096063613891602,
153
- 0.010654175758361816,
154
- 0.009062463760375977,
155
- 0.00880784034729004,
156
- 0.008868927955627442,
157
- 0.008813055992126465,
158
- 0.00866057586669922,
159
- 0.008646207809448242,
160
- 0.008410400390625,
161
- 0.008482943534851075,
162
- 0.00837564754486084,
163
- 0.008495391845703125,
164
- 0.008363136291503906,
165
- 0.00848476791381836,
166
- 0.008407872200012207,
167
- 0.00841494369506836,
168
- 0.008370112419128418,
169
- 0.008496800422668456,
170
- 0.008593695640563965,
171
- 0.00846611213684082,
172
- 0.008420991897583007,
173
- 0.008463359832763672
 
174
  ]
175
  },
176
  "throughput": {
177
  "unit": "tokens/s",
178
- "value": 112.00260476263982
179
  },
180
  "energy": {
181
  "unit": "kWh",
182
- "cpu": 9.806957453657684e-08,
183
- "ram": 5.361060441403907e-08,
184
- "gpu": 1.5741091770788105e-07,
185
- "total": 3.09091096658497e-07
186
  },
187
  "efficiency": {
188
  "unit": "tokens/kWh",
189
- "value": 3235292.154354294
190
  }
191
  },
192
  "per_token": {
193
  "memory": null,
194
  "latency": {
195
  "unit": "s",
196
- "count": 56,
197
- "total": 0.9832488880157471,
198
- "mean": 0.017558015857424055,
199
- "stdev": 0.0006980360924181416,
200
- "p50": 0.01769161605834961,
201
- "p90": 0.01831987190246582,
202
- "p95": 0.018539775848388673,
203
- "p99": 0.0194480640411377,
204
  "values": [
205
- 0.018546688079833985,
206
- 0.018537471771240235,
207
- 0.01803878402709961,
208
- 0.017862655639648437,
209
- 0.017625087738037108,
210
- 0.01777663993835449,
211
- 0.017935359954833984,
212
- 0.017785856246948242,
213
- 0.017732608795166017,
214
- 0.017908735275268553,
215
- 0.017942527770996093,
216
- 0.017970239639282227,
217
- 0.017875904083251952,
218
- 0.01774284744262695,
219
- 0.017718271255493166,
220
- 0.017992704391479493,
221
- 0.018067455291748045,
222
- 0.017753087997436523,
223
- 0.0178155517578125,
224
- 0.01772857666015625,
225
- 0.017660863876342775,
226
- 0.017750015258789064,
227
- 0.017738752365112305,
228
- 0.0175994873046875,
229
- 0.01842790412902832,
230
  0.01846681594848633,
231
- 0.01881907272338867,
232
- 0.017908735275268553,
233
- 0.017638463973999024,
234
- 0.017664960861206055,
235
- 0.01741619110107422,
236
- 0.017111040115356444,
237
- 0.016927743911743166,
238
- 0.017183744430541992,
239
- 0.01821183967590332,
240
- 0.02021683120727539,
241
- 0.018121728897094725,
242
- 0.017535999298095704,
243
- 0.017481760025024416,
244
- 0.017346527099609373,
245
- 0.0172042236328125,
246
- 0.017099775314331055,
247
- 0.016623615264892578,
248
- 0.01682431983947754,
249
- 0.016533504486083983,
250
- 0.016679935455322266,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
251
  0.01657344055175781,
252
- 0.016665599822998048,
253
- 0.01663283157348633,
254
- 0.01660006332397461,
255
- 0.016575551986694335,
256
- 0.01672492790222168,
257
- 0.016875520706176757,
258
- 0.016742399215698242,
259
- 0.01656934356689453,
260
- 0.016738304138183592
261
  ]
262
  },
263
  "throughput": {
264
  "unit": "tokens/s",
265
- "value": 56.95404356165734
266
  },
267
  "energy": null,
268
  "efficiency": null
 
2
  "prefill": {
3
  "memory": {
4
  "unit": "MB",
5
+ "max_ram": 1051.81184,
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": 58,
14
+ "total": 0.49518617343902593,
15
+ "mean": 0.008537692645500448,
16
+ "stdev": 0.00035161210722824403,
17
+ "p50": 0.008584367752075196,
18
+ "p90": 0.009011151981353759,
19
+ "p95": 0.009035446739196778,
20
+ "p99": 0.009352468814849853,
21
  "values": [
22
+ 0.009236031532287598,
23
+ 0.009035360336303712,
24
+ 0.008908927917480469,
25
+ 0.008721280097961425,
26
+ 0.008996447563171387,
27
+ 0.009506815910339356,
28
+ 0.008906144142150879,
29
+ 0.009013728141784668,
30
+ 0.008969087600708008,
31
+ 0.009023615837097168,
32
+ 0.00903593635559082,
33
+ 0.00868233585357666,
34
+ 0.008703935623168945,
35
+ 0.008557120323181152,
36
+ 0.008653152465820312,
37
+ 0.008603072166442871,
38
+ 0.009010047912597656,
39
+ 0.00882697582244873,
40
+ 0.008657024383544923,
41
+ 0.008716256141662597,
42
+ 0.008622976303100586,
43
+ 0.008640512466430664,
44
+ 0.008829824447631836,
45
+ 0.008581439971923828,
46
+ 0.008579936027526856,
47
+ 0.008596960067749024,
48
+ 0.008882207870483399,
49
+ 0.008845824241638184,
50
+ 0.008708064079284667,
51
+ 0.008642016410827636,
52
+ 0.008426015853881835,
53
+ 0.008516032218933106,
54
+ 0.008383487701416016,
55
+ 0.008587295532226563,
56
+ 0.008687999725341797,
57
+ 0.008353759765625,
58
+ 0.008266079902648925,
59
+ 0.008149439811706544,
60
+ 0.008186304092407226,
61
+ 0.008171520233154296,
62
+ 0.008210911750793456,
63
+ 0.008164704322814942,
64
+ 0.008153087615966797,
65
+ 0.008149215698242188,
66
+ 0.008158399581909179,
67
+ 0.008155263900756837,
68
+ 0.00812451171875,
69
+ 0.008154047966003417,
70
+ 0.008073184013366699,
71
+ 0.00805123233795166,
72
+ 0.008079903602600098,
73
+ 0.008140928268432617,
74
+ 0.008134143829345703,
75
+ 0.0081693115234375,
76
+ 0.008338815689086914,
77
+ 0.008206879615783692,
78
+ 0.008137503623962402,
79
+ 0.008163135528564453
80
  ]
81
  },
82
  "throughput": {
83
  "unit": "tokens/s",
84
+ "value": 234.2553290500618
85
  },
86
  "energy": {
87
  "unit": "kWh",
88
+ "cpu": 1.002469233104161e-07,
89
+ "ram": 5.481077824857921e-08,
90
+ "gpu": 1.7393571337815047e-07,
91
+ "total": 3.289934149371458e-07
92
  },
93
  "efficiency": {
94
  "unit": "tokens/kWh",
95
+ "value": 6079149.032153425
96
  }
97
  },
98
  "decode": {
99
  "memory": {
100
  "unit": "MB",
101
+ "max_ram": 1051.81184,
102
  "max_global_vram": 1365.77024,
103
  "max_process_vram": 0.0,
104
  "max_reserved": 725.614592,
 
106
  },
107
  "latency": {
108
  "unit": "s",
109
+ "count": 58,
110
+ "total": 0.513134048461914,
111
+ "mean": 0.008847138766584724,
112
+ "stdev": 0.00038989913860166116,
113
+ "p50": 0.008894239902496336,
114
+ "p90": 0.009335363101959229,
115
+ "p95": 0.009424015712738038,
116
+ "p99": 0.009709842901229858,
117
  "values": [
118
+ 0.00925107192993164,
119
+ 0.009345376014709472,
120
+ 0.009187711715698241,
121
+ 0.009072319984436035,
122
+ 0.00942204761505127,
123
+ 0.010036576271057128,
124
+ 0.009435168266296387,
125
+ 0.009331071853637695,
126
+ 0.009255264282226562,
127
+ 0.009323040008544921,
128
+ 0.009370016098022462,
129
+ 0.009133855819702148,
130
+ 0.009024991989135742,
131
+ 0.008926431655883789,
132
+ 0.008876192092895507,
133
+ 0.009258720397949219,
134
+ 0.009463359832763672,
135
+ 0.008970656394958497,
136
+ 0.009108927726745606,
137
+ 0.00904576015472412,
138
+ 0.00898748779296875,
139
+ 0.008967488288879395,
140
+ 0.008909791946411132,
141
+ 0.008935775756835938,
142
+ 0.00894883155822754,
143
+ 0.00919753646850586,
144
+ 0.00911177635192871,
145
+ 0.009001791954040527,
146
+ 0.009014271736145019,
147
+ 0.008878687858581542,
148
+ 0.008859871864318847,
149
+ 0.008576288223266601,
150
+ 0.008840000152587891,
151
+ 0.008854016304016114,
152
+ 0.008777567863464356,
153
+ 0.008539551734924317,
154
+ 0.008478848457336426,
155
+ 0.008399200439453126,
156
+ 0.008435168266296388,
157
+ 0.008531295776367187,
158
+ 0.008432319641113281,
159
+ 0.008425503730773927,
160
+ 0.008435199737548828,
161
+ 0.008400863647460937,
162
+ 0.008434592247009277,
163
+ 0.00840227222442627,
164
+ 0.008413632392883301,
165
+ 0.008348416328430176,
166
+ 0.008363327980041503,
167
+ 0.008345664024353027,
168
+ 0.008439200401306152,
169
+ 0.008398847579956055,
170
+ 0.008419391632080078,
171
+ 0.009120415687561036,
172
+ 0.008426976203918458,
173
+ 0.00841859245300293,
174
+ 0.008387231826782226,
175
+ 0.00843779182434082
176
  ]
177
  },
178
  "throughput": {
179
  "unit": "tokens/s",
180
+ "value": 113.0308935332809
181
  },
182
  "energy": {
183
  "unit": "kWh",
184
+ "cpu": 9.664383765592137e-08,
185
+ "ram": 5.284070862116189e-08,
186
+ "gpu": 1.6599169881857366e-07,
187
+ "total": 3.154762450956568e-07
188
  },
189
  "efficiency": {
190
  "unit": "tokens/kWh",
191
+ "value": 3169810.771954592
192
  }
193
  },
194
  "per_token": {
195
  "memory": null,
196
  "latency": {
197
  "unit": "s",
198
+ "count": 57,
199
+ "total": 0.9916139545440674,
200
+ "mean": 0.017396736044632762,
201
+ "stdev": 0.000719627216691,
202
+ "p50": 0.017541120529174805,
203
+ "p90": 0.01838165740966797,
204
+ "p95": 0.01844142074584961,
205
+ "p99": 0.018967839050292968,
206
  "values": [
207
+ 0.018378751754760742,
208
+ 0.01816985511779785,
209
+ 0.01781862449645996,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
210
  0.01846681594848633,
211
+ 0.019562496185302734,
212
+ 0.018382848739624022,
213
+ 0.018380863189697266,
214
+ 0.01823744010925293,
215
+ 0.0183940486907959,
216
+ 0.01843507194519043,
217
+ 0.017838079452514647,
218
+ 0.01779199981689453,
219
+ 0.017511423110961915,
220
+ 0.01756159973144531,
221
+ 0.01786777687072754,
222
+ 0.01850060844421387,
223
+ 0.017854463577270507,
224
+ 0.017779712677001954,
225
+ 0.017786880493164063,
226
+ 0.01763737678527832,
227
+ 0.01764659118652344,
228
+ 0.01779814338684082,
229
+ 0.017541120529174805,
230
+ 0.01756159973144531,
231
+ 0.017794048309326172,
232
+ 0.018033664703369142,
233
+ 0.01789030456542969,
234
+ 0.017726463317871095,
235
+ 0.01759539222717285,
236
+ 0.017312768936157227,
237
+ 0.01719910430908203,
238
+ 0.017185792922973633,
239
+ 0.017458175659179686,
240
+ 0.017557504653930665,
241
+ 0.016951295852661134,
242
+ 0.01676595115661621,
243
+ 0.01660416030883789,
244
+ 0.01664620780944824,
245
+ 0.01671673583984375,
246
+ 0.016670719146728515,
247
+ 0.01662156867980957,
248
+ 0.016590848922729492,
249
+ 0.01659903907775879,
250
+ 0.01661747169494629,
251
+ 0.01657548713684082,
252
+ 0.016558080673217773,
253
+ 0.01653555107116699,
254
+ 0.016462848663330077,
255
+ 0.01642291259765625,
256
+ 0.016532480239868166,
257
+ 0.01656729507446289,
258
  0.01657344055175781,
259
+ 0.01723391914367676,
260
+ 0.016882688522338866,
261
+ 0.016627712249755858,
262
+ 0.01657244873046875,
263
+ 0.0166276798248291
 
 
 
 
264
  ]
265
  },
266
  "throughput": {
267
  "unit": "tokens/s",
268
+ "value": 57.482047059541365
269
  },
270
  "energy": null,
271
  "efficiency": null