Hugging Face's logo

Datasets:
optimum-benchmark
/
cuda

Dataset card Data Studio Files Community
IlyasMoutawwakil HF staff commited on
Commit
5c13ba8
·
verified ·
1 Parent(s): 45cea39

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 +208 -199
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": 1073.590272,
6
  "max_global_vram": 1365.77024,
7
  "max_process_vram": 0.0,
8
  "max_reserved": 725.614592,
@@ -10,91 +10,94 @@
10
  },
11
  "latency": {
12
  "unit": "s",
13
- "count": 54,
14
- "total": 0.4926542720794678,
15
- "mean": 0.009123227260730886,
16
- "stdev": 0.0003042215813180485,
17
- "p50": 0.009103312015533448,
18
- "p90": 0.009459779071807861,
19
- "p95": 0.00959655499458313,
20
- "p99": 0.009781180782318115,
21
  "values": [
22
- 0.00994377613067627,
23
- 0.009383744239807128,
24
- 0.009313055992126465,
25
- 0.009120160102844239,
26
- 0.008998208045959473,
27
- 0.00924777603149414,
28
- 0.00901411247253418,
29
- 0.009157759666442871,
30
- 0.008999711990356445,
31
- 0.009586015701293945,
32
- 0.009616127967834473,
33
- 0.009436991691589356,
34
- 0.009089856147766114,
35
- 0.00903708839416504,
36
- 0.009377535820007324,
37
- 0.009002143859863282,
38
- 0.009183456420898437,
39
- 0.009191295623779298,
40
- 0.008963040351867676,
41
- 0.008950752258300781,
42
- 0.009298048019409179,
43
- 0.009355520248413086,
44
- 0.009444031715393066,
45
- 0.009359487533569336,
46
- 0.00940492820739746,
47
- 0.009515135765075684,
48
- 0.009116767883300781,
49
- 0.009041728019714356,
50
- 0.009466527938842773,
51
- 0.009340800285339356,
52
- 0.009394528388977051,
 
 
 
 
 
 
 
53
  0.00862076759338379,
54
- 0.0091911678314209,
55
- 0.009335712432861328,
56
- 0.009375583648681641,
57
- 0.00963699245452881,
58
- 0.009127967834472657,
59
- 0.009043040275573731,
60
- 0.008953280448913574,
61
- 0.008945792198181153,
62
- 0.008920191764831543,
63
- 0.008887583732604981,
64
- 0.008918016433715821,
65
- 0.008951007843017578,
66
- 0.008935744285583497,
67
- 0.008576288223266601,
68
- 0.008777983665466308,
69
- 0.009055551528930663,
70
- 0.008893312454223633,
71
- 0.008542655944824219,
72
- 0.008475199699401855,
73
- 0.00848044776916504,
74
- 0.008746591567993164,
75
- 0.00891327953338623
76
  ]
77
  },
78
  "throughput": {
79
  "unit": "tokens/s",
80
- "value": 219.2206708045739
81
  },
82
  "energy": {
83
  "unit": "kWh",
84
- "cpu": 1.0587830273878007e-07,
85
- "ram": 5.787856276323769e-08,
86
- "gpu": 1.8100956941070902e-07,
87
- "total": 3.447664349127268e-07
88
  },
89
  "efficiency": {
90
  "unit": "tokens/kWh",
91
- "value": 5801028.747204682
92
  }
93
  },
94
  "decode": {
95
  "memory": {
96
  "unit": "MB",
97
- "max_ram": 1073.590272,
98
  "max_global_vram": 1365.77024,
99
  "max_process_vram": 0.0,
100
  "max_reserved": 725.614592,
@@ -102,158 +105,164 @@
102
  },
103
  "latency": {
104
  "unit": "s",
105
- "count": 54,
106
- "total": 0.5119291830062868,
107
- "mean": 0.009480170055671974,
108
- "stdev": 0.0003353455696280759,
109
- "p50": 0.0094202241897583,
110
- "p90": 0.009863110256195068,
111
- "p95": 0.009957825517654418,
112
- "p99": 0.010102674579620361,
113
  "values": [
114
- 0.010143327713012695,
115
- 0.009742527961730958,
116
- 0.009777888298034668,
117
- 0.009313535690307618,
118
- 0.009542783737182618,
119
- 0.009856927871704101,
120
- 0.009876640319824218,
121
- 0.009410911560058594,
122
- 0.009305472373962403,
123
- 0.010046079635620117,
124
- 0.00984489631652832,
125
- 0.009416704177856445,
126
- 0.009413375854492187,
127
- 0.009849760055541992,
128
- 0.009325504302978516,
129
- 0.009423744201660157,
130
- 0.00944758415222168,
131
- 0.009368288040161132,
132
- 0.00950233554840088,
133
- 0.009774527549743652,
134
- 0.00986575984954834,
135
- 0.010066623687744141,
136
- 0.009726943969726563,
137
- 0.00983017635345459,
138
- 0.009770848274230958,
139
- 0.00956726360321045,
140
- 0.009641056060791015,
141
- 0.009376864433288574,
142
- 0.009731103897094726,
143
- 0.00975766372680664,
144
- 0.009529855728149414,
145
- 0.008929280281066895,
146
- 0.009755104064941407,
147
- 0.009910304069519043,
148
- 0.009452768325805664,
149
- 0.009771967887878418,
150
- 0.009316032409667968,
151
- 0.009326399803161621,
152
- 0.009255455970764161,
153
- 0.009277503967285156,
154
- 0.009359935760498046,
155
- 0.009273759841918945,
156
- 0.009211872100830078,
157
- 0.009253279685974121,
158
- 0.009306879997253418,
159
- 0.008725215911865234,
160
- 0.009328384399414063,
161
- 0.009264767646789551,
162
- 0.009207391738891601,
163
- 0.00871833610534668,
164
- 0.008795328140258789,
165
- 0.008731648445129395,
166
- 0.009321215629577637,
167
- 0.009189375877380371
 
 
 
168
  ]
169
  },
170
  "throughput": {
171
  "unit": "tokens/s",
172
- "value": 105.48333986917262
173
  },
174
  "energy": {
175
  "unit": "kWh",
176
- "cpu": 1.0139208223791024e-07,
177
- "ram": 5.5447629514889245e-08,
178
- "gpu": 2.0915357796860205e-07,
179
- "total": 3.6599328972140153e-07
180
  },
181
  "efficiency": {
182
  "unit": "tokens/kWh",
183
- "value": 2732290.531231357
184
  }
185
  },
186
  "per_token": {
187
  "memory": null,
188
  "latency": {
189
  "unit": "s",
190
- "count": 53,
191
- "total": 0.9863096351623536,
192
- "mean": 0.018609615757780258,
193
- "stdev": 0.000581627268571944,
194
- "p50": 0.018619392395019533,
195
- "p90": 0.019256102752685546,
196
- "p95": 0.019437606048583984,
197
- "p99": 0.01957494789123535,
198
  "values": [
199
- 0.019148799896240236,
200
- 0.019152896881103516,
201
- 0.018493440628051756,
202
- 0.018554880142211915,
203
- 0.019107839584350587,
204
- 0.018918399810791017,
205
- 0.018663423538208008,
206
- 0.018322431564331054,
207
- 0.01965056037902832,
208
- 0.019505151748657225,
209
- 0.018894847869873048,
210
- 0.018509824752807616,
211
- 0.018937856674194335,
212
- 0.018750463485717773,
213
- 0.018420736312866212,
214
- 0.018685951232910156,
215
- 0.018619392395019533,
216
- 0.018421760559082033,
217
- 0.018815999984741212,
218
- 0.019195903778076173,
219
- 0.019429439544677733,
220
- 0.019234752655029295,
221
- 0.019172351837158205,
222
- 0.01926144027709961,
223
- 0.019111936569213867,
224
- 0.01880169677734375,
225
- 0.01846268844604492,
226
- 0.01922355270385742,
227
- 0.019136512756347656,
228
- 0.01903718376159668,
229
- 0.017567743301391603,
230
- 0.01890105628967285,
231
- 0.019266496658325194,
232
- 0.018933759689331055,
233
- 0.019449855804443358,
234
- 0.018513919830322266,
235
- 0.01836031913757324,
236
- 0.0182794246673584,
237
- 0.01824051284790039,
238
- 0.018316287994384766,
239
- 0.018190336227416993,
240
- 0.018158592224121094,
241
- 0.01823027229309082,
242
- 0.01826918411254883,
243
- 0.01735171127319336,
244
- 0.01811043167114258,
245
- 0.018341888427734376,
246
- 0.018130943298339842,
247
- 0.017305599212646485,
248
- 0.017306623458862306,
249
- 0.0172410888671875,
250
- 0.018070528030395508,
251
- 0.018130943298339842
 
 
 
252
  ]
253
  },
254
  "throughput": {
255
  "unit": "tokens/s",
256
- "value": 53.73566080115989
257
  },
258
  "energy": null,
259
  "efficiency": null
 
2
  "prefill": {
3
  "memory": {
4
  "unit": "MB",
5
+ "max_ram": 1083.183104,
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": 57,
14
+ "total": 0.49553186988830583,
15
+ "mean": 0.00869354157698782,
16
+ "stdev": 0.0004117956486643135,
17
+ "p50": 0.008500224113464355,
18
+ "p90": 0.009076524543762206,
19
+ "p95": 0.00967279987335205,
20
+ "p99": 0.010119476203918456,
21
  "values": [
22
+ 0.009712224006652831,
23
+ 0.009520832061767579,
24
+ 0.009662943840026856,
25
+ 0.009886367797851563,
26
+ 0.008773759841918945,
27
+ 0.008614080429077148,
28
+ 0.008423007965087891,
29
+ 0.00845686435699463,
30
+ 0.008444448471069337,
31
+ 0.008422656059265137,
32
+ 0.008538304328918457,
33
+ 0.008452159881591797,
34
+ 0.00861955165863037,
35
+ 0.008500224113464355,
36
+ 0.008680480003356934,
37
+ 0.008405216217041015,
38
+ 0.008420031547546386,
39
+ 0.008427359580993653,
40
+ 0.008413375854492188,
41
+ 0.008424896240234375,
42
+ 0.008399999618530274,
43
+ 0.008741536140441895,
44
+ 0.008420895576477051,
45
+ 0.008598719596862793,
46
+ 0.008473535537719727,
47
+ 0.00847436809539795,
48
+ 0.008481247901916504,
49
+ 0.00846294403076172,
50
+ 0.008681119918823242,
51
+ 0.00869164752960205,
52
+ 0.008435711860656739,
53
+ 0.008449184417724609,
54
+ 0.008568672180175782,
55
+ 0.008415936470031738,
56
+ 0.008502176284790039,
57
+ 0.008442912101745605,
58
+ 0.008409855842590332,
59
+ 0.00846127986907959,
60
  0.00862076759338379,
61
+ 0.010416159629821778,
62
+ 0.008860128402709961,
63
+ 0.009137791633605957,
64
+ 0.009035679817199707,
65
+ 0.008915616035461425,
66
+ 0.008888799667358399,
67
+ 0.00891868782043457,
68
+ 0.008452672004699707,
69
+ 0.008511199951171874,
70
+ 0.008854528427124024,
71
+ 0.008479231834411622,
72
+ 0.008498623847961425,
73
+ 0.008488927841186523,
74
+ 0.008434368133544921,
75
+ 0.008402624130249024,
76
+ 0.00893449592590332,
77
+ 0.008885055541992188,
78
+ 0.008885984420776366
 
 
 
 
79
  ]
80
  },
81
  "throughput": {
82
  "unit": "tokens/s",
83
+ "value": 230.05583884180027
84
  },
85
  "energy": {
86
  "unit": "kWh",
87
+ "cpu": 1.0512221234620732e-07,
88
+ "ram": 5.7475115553104e-08,
89
+ "gpu": 1.7917172642478e-07,
90
+ "total": 3.417690543240913e-07
91
  },
92
  "efficiency": {
93
  "unit": "tokens/kWh",
94
+ "value": 5851904.889269022
95
  }
96
  },
97
  "decode": {
98
  "memory": {
99
  "unit": "MB",
100
+ "max_ram": 1083.183104,
101
  "max_global_vram": 1365.77024,
102
  "max_process_vram": 0.0,
103
  "max_reserved": 725.614592,
 
105
  },
106
  "latency": {
107
  "unit": "s",
108
+ "count": 57,
109
+ "total": 0.5117862091064452,
110
+ "mean": 0.008978705422920091,
111
+ "stdev": 0.000450511880293477,
112
+ "p50": 0.008789823532104493,
113
+ "p90": 0.009388633728027344,
114
+ "p95": 0.009900448417663575,
115
+ "p99": 0.010676427307128906,
116
  "values": [
117
+ 0.009853887557983398,
118
+ 0.009997088432312012,
119
+ 0.009876288414001465,
120
+ 0.00916755199432373,
121
+ 0.008677568435668945,
122
+ 0.008826208114624024,
123
+ 0.008663488388061523,
124
+ 0.008753472328186036,
125
+ 0.00868006420135498,
126
+ 0.008676575660705567,
127
+ 0.008708319664001464,
128
+ 0.00870032024383545,
129
+ 0.008993056297302246,
130
+ 0.008769696235656738,
131
+ 0.008691743850708008,
132
+ 0.008661919593811036,
133
+ 0.008879743576049804,
134
+ 0.008702655792236329,
135
+ 0.008761887550354003,
136
+ 0.008754655838012696,
137
+ 0.008663328170776367,
138
+ 0.00877292823791504,
139
+ 0.008676671981811523,
140
+ 0.00887343978881836,
141
+ 0.008714079856872559,
142
+ 0.008793312072753906,
143
+ 0.008818400382995606,
144
+ 0.00885097599029541,
145
+ 0.008888192176818847,
146
+ 0.008882111549377441,
147
+ 0.008679360389709472,
148
+ 0.008694496154785156,
149
+ 0.00886854362487793,
150
+ 0.008674336433410644,
151
+ 0.008651935577392578,
152
+ 0.008661696434020996,
153
+ 0.008789823532104493,
154
+ 0.008715328216552734,
155
+ 0.01067580795288086,
156
+ 0.010677215576171874,
157
+ 0.009475551605224609,
158
+ 0.00925977611541748,
159
+ 0.009190208435058593,
160
+ 0.00914089584350586,
161
+ 0.009170880317687988,
162
+ 0.009189215660095215,
163
+ 0.008734368324279785,
164
+ 0.009243200302124024,
165
+ 0.009146495819091797,
166
+ 0.008731616020202638,
167
+ 0.008709216117858886,
168
+ 0.008704383850097657,
169
+ 0.008797951698303223,
170
+ 0.00874182415008545,
171
+ 0.0093306884765625,
172
+ 0.00916476821899414,
173
+ 0.009236991882324219
174
  ]
175
  },
176
  "throughput": {
177
  "unit": "tokens/s",
178
+ "value": 111.37463062851837
179
  },
180
  "energy": {
181
  "unit": "kWh",
182
+ "cpu": 9.974090716738841e-08,
183
+ "ram": 5.4104518021198554e-08,
184
+ "gpu": 1.7164751974763274e-07,
185
+ "total": 3.2549294493621956e-07
186
  },
187
  "efficiency": {
188
  "unit": "tokens/kWh",
189
+ "value": 3072263.2104851007
190
  }
191
  },
192
  "per_token": {
193
  "memory": null,
194
  "latency": {
195
  "unit": "s",
196
+ "count": 56,
197
+ "total": 0.9894973449707032,
198
+ "mean": 0.017669595445905413,
199
+ "stdev": 0.0007823419691342043,
200
+ "p50": 0.017311744689941407,
201
+ "p90": 0.01844991970062256,
202
+ "p95": 0.019309824466705323,
203
+ "p99": 0.02027919321060181,
204
  "values": [
205
+ 0.019571712493896484,
206
+ 0.019577856063842772,
207
+ 0.0192225284576416,
208
+ 0.017510400772094727,
209
+ 0.0174704647064209,
210
+ 0.017114112854003907,
211
+ 0.0172359676361084,
212
+ 0.017144832611083984,
213
+ 0.017126399993896483,
214
+ 0.017277952194213866,
215
+ 0.01716531181335449,
216
+ 0.01763839912414551,
217
+ 0.017303552627563477,
218
+ 0.01739366340637207,
219
+ 0.017105920791625977,
220
+ 0.017327104568481445,
221
+ 0.01715814399719238,
222
+ 0.017200159072875976,
223
+ 0.017179616928100584,
224
+ 0.017121280670166016,
225
+ 0.017538047790527343,
226
+ 0.01712544059753418,
227
+ 0.01749190330505371,
228
+ 0.01721958351135254,
229
+ 0.017294336318969726,
230
+ 0.017319936752319336,
231
+ 0.017337343215942384,
232
+ 0.017574911117553712,
233
+ 0.01763532829284668,
234
+ 0.017146879196166993,
235
+ 0.017147903442382813,
236
+ 0.017449983596801756,
237
+ 0.017154048919677735,
238
+ 0.01718169593811035,
239
+ 0.017131519317626954,
240
+ 0.01722163200378418,
241
+ 0.01720012855529785,
242
+ 0.01920512008666992,
243
+ 0.021136383056640624,
244
+ 0.01839206314086914,
245
+ 0.018507776260375978,
246
+ 0.01824665641784668,
247
+ 0.018085887908935547,
248
+ 0.018089984893798827,
249
+ 0.018140159606933593,
250
+ 0.01721855926513672,
251
+ 0.017760255813598632,
252
+ 0.018052095413208007,
253
+ 0.01725644874572754,
254
+ 0.01723391914367676,
255
+ 0.01721241569519043,
256
+ 0.01726361656188965,
257
+ 0.017153024673461914,
258
+ 0.018294815063476563,
259
+ 0.01808176040649414,
260
+ 0.018150400161743165
261
  ]
262
  },
263
  "throughput": {
264
  "unit": "tokens/s",
265
+ "value": 56.594391369143125
266
  },
267
  "energy": null,
268
  "efficiency": null