Hugging Face's logo

Datasets:
optimum-benchmark
/
cuda

Dataset card Data Studio Files Community
IlyasMoutawwakil HF staff commited on
Commit
998c606
·
verified ·
1 Parent(s): e0ee169

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 +247 -247
cuda_inference_transformers_text-generation_openai-community/gpt2/benchmark_report.json CHANGED
@@ -2,7 +2,7 @@
2
  "load_model": {
3
  "memory": {
4
  "unit": "MB",
5
- "max_ram": 825.38496,
6
  "max_global_vram": 1362.624512,
7
  "max_process_vram": 0.0,
8
  "max_reserved": 725.614592,
@@ -11,32 +11,32 @@
11
  "latency": {
12
  "unit": "s",
13
  "values": [
14
- 0.08015564727783203
15
  ],
16
  "count": 1,
17
- "total": 0.08015564727783203,
18
- "mean": 0.08015564727783203,
19
- "p50": 0.08015564727783203,
20
- "p90": 0.08015564727783203,
21
- "p95": 0.08015564727783203,
22
- "p99": 0.08015564727783203,
23
  "stdev": 0,
24
  "stdev_": 0
25
  },
26
  "throughput": null,
27
  "energy": {
28
  "unit": "kWh",
29
- "cpu": 0.00010624582679513874,
30
- "ram": 5.81841770632357e-05,
31
- "gpu": 0.00013972677844800003,
32
- "total": 0.0003041567823063745
33
  },
34
  "efficiency": null
35
  },
36
  "prefill": {
37
  "memory": {
38
  "unit": "MB",
39
- "max_ram": 1277.779968,
40
  "max_global_vram": 1379.401728,
41
  "max_process_vram": 0.0,
42
  "max_reserved": 731.906048,
@@ -45,104 +45,104 @@
45
  "latency": {
46
  "unit": "s",
47
  "values": [
48
- 0.008019871711730957,
49
- 0.007968416213989258,
50
- 0.007885695934295655,
51
- 0.008090784072875976,
52
- 0.008083840370178223,
53
- 0.008073856353759765,
54
- 0.007837408065795899,
55
- 0.00805897617340088,
56
- 0.007923903942108155,
57
- 0.007866752147674561,
58
- 0.008157855987548828,
59
- 0.007806975841522217,
60
- 0.008096416473388672,
61
- 0.007979968070983886,
62
- 0.00801750373840332,
63
- 0.007884160041809082,
64
- 0.00784819221496582,
65
- 0.007942592144012451,
66
- 0.008180255889892579,
67
- 0.008127776145935059,
68
- 0.007965919971466064,
69
- 0.007851263999938966,
70
- 0.007937024116516114,
71
- 0.007815968036651612,
72
- 0.00842739200592041,
73
- 0.007722047805786133,
74
- 0.007750559806823731,
75
- 0.008090399742126464,
76
- 0.008118335723876952,
77
- 0.008351615905761719,
78
- 0.007560800075531006,
79
- 0.007489151954650879,
80
- 0.007565983772277832,
81
- 0.0075075201988220215,
82
- 0.007402783870697022,
83
- 0.0075148801803588865,
84
- 0.007230656147003174,
85
- 0.0072704958915710445,
86
- 0.007338784217834473,
87
- 0.007482912063598633,
88
- 0.00744927978515625,
89
- 0.007271520137786865,
90
- 0.007282591819763183,
91
- 0.0077955198287963864,
92
- 0.007470816135406494,
93
- 0.007192768096923828,
94
- 0.007244736194610596,
95
- 0.00733846378326416,
96
- 0.00726470422744751,
97
- 0.00719596815109253,
98
- 0.0072185277938842775,
99
- 0.007304863929748535,
100
- 0.0072031040191650395,
101
- 0.007240096092224121,
102
- 0.007286367893218994,
103
- 0.007266623973846436,
104
- 0.007210432052612304,
105
- 0.007217152118682861,
106
- 0.0072120318412780765,
107
- 0.007198400020599365,
108
- 0.007230527877807617,
109
- 0.007283199787139893,
110
- 0.0075632319450378415,
111
- 0.007484288215637207,
112
- 0.007267583847045898,
113
- 0.00720627212524414,
114
- 0.0071877760887146
115
  ],
116
  "count": 67,
117
- "total": 0.5113325448036192,
118
- "mean": 0.007631829026919692,
119
- "p50": 0.007560800075531006,
120
- "p90": 0.008093037033081054,
121
- "p95": 0.008148832035064698,
122
- "p99": 0.008377379779815675,
123
- "stdev": 0.0003616167691635326,
124
- "stdev_": 4.738271361792888
125
  },
126
  "throughput": {
127
  "unit": "samples/s",
128
- "value": 262.0603780490123
129
  },
130
  "energy": {
131
  "unit": "kWh",
132
- "cpu": 9.058351734520491e-08,
133
- "ram": 4.949812433161659e-08,
134
- "gpu": 1.9602008896183083e-07,
135
- "total": 3.3610173063865233e-07
136
  },
137
  "efficiency": {
138
  "unit": "samples/kWh",
139
- "value": 5950579.2969278935
140
  }
141
  },
142
  "decode": {
143
  "memory": {
144
  "unit": "MB",
145
- "max_ram": 1277.779968,
146
  "max_global_vram": 1379.401728,
147
  "max_process_vram": 0.0,
148
  "max_reserved": 731.906048,
@@ -151,98 +151,98 @@
151
  "latency": {
152
  "unit": "s",
153
  "values": [
154
- 0.007642111778259277,
155
- 0.007674079895019531,
156
- 0.007705183982849121,
157
- 0.007807040214538574,
158
- 0.007780191898345948,
159
- 0.007738336086273194,
160
- 0.007742527961730957,
161
- 0.007791039943695069,
162
- 0.007709887981414795,
163
- 0.0075213761329650875,
164
- 0.007738207817077637,
165
- 0.007699872016906738,
166
- 0.00796777582168579,
167
- 0.007793248176574707,
168
- 0.007655519962310791,
169
- 0.0075931520462036136,
170
- 0.007598368167877198,
171
- 0.00784822416305542,
172
- 0.007928703784942627,
173
- 0.0077259202003479,
174
- 0.007937280178070069,
175
- 0.0077155838012695314,
176
- 0.0075784001350402835,
177
- 0.007371776103973389,
178
- 0.007776063919067383,
179
- 0.007317599773406983,
180
- 0.0076500802040100095,
181
- 0.007861695766448974,
182
- 0.007979904174804688,
183
- 0.007570464134216309,
184
- 0.007237504005432129,
185
- 0.007315392017364502,
186
- 0.007320064067840576,
187
- 0.007089439868927002,
188
- 0.007195744037628174,
189
- 0.007300960063934326,
190
- 0.007015456199645996,
191
- 0.007017695903778076,
192
- 0.007218400001525879,
193
- 0.007178624153137207,
194
- 0.007272543907165527,
195
- 0.007057600021362305,
196
- 0.007141439914703369,
197
- 0.007298111915588379,
198
- 0.007027775764465332,
199
- 0.007037312030792236,
200
- 0.007270175933837891,
201
- 0.006988096237182617,
202
- 0.007038432121276856,
203
- 0.0070219521522521975,
204
- 0.007014400005340577,
205
- 0.007058015823364258,
206
- 0.007070720195770264,
207
- 0.0070314879417419434,
208
- 0.007011839866638184,
209
- 0.007024384021759033,
210
- 0.007013855934143066,
211
- 0.007028831958770752,
212
- 0.007211616039276123,
213
- 0.0070169601440429686,
214
- 0.007009215831756592,
215
- 0.006979231834411621,
216
- 0.007414048194885254,
217
- 0.007082176208496094,
218
- 0.006981760025024414,
219
- 0.007019904136657715,
220
- 0.007024288177490234
221
  ],
222
  "count": 67,
223
- "total": 0.49445507287979124,
224
- "mean": 0.007379926460892407,
225
- "p50": 0.007300960063934326,
226
- "p90": 0.0077987649917602535,
227
- "p95": 0.007908601379394531,
228
- "p99": 0.007971899461746215,
229
- "stdev": 0.0003299210352513236,
230
- "stdev_": 4.470519279556999
231
  },
232
  "throughput": {
233
  "unit": "tokens/s",
234
- "value": 271.0054105008186
235
  },
236
  "energy": {
237
  "unit": "kWh",
238
- "cpu": 7.986032381550381e-08,
239
- "ram": 4.3638884901522227e-08,
240
- "gpu": 1.5743654300959452e-07,
241
- "total": 2.8093575172662056e-07
242
  },
243
  "efficiency": {
244
  "unit": "tokens/kWh",
245
- "value": 7119065.436520896
246
  }
247
  },
248
  "per_token": {
@@ -250,83 +250,83 @@
250
  "latency": {
251
  "unit": "s",
252
  "values": [
253
- 0.007189504146575928,
254
- 0.0072130560874938965,
255
- 0.007234591960906983,
256
- 0.007336959838867187,
257
- 0.007308288097381592,
258
- 0.007279615879058838,
259
- 0.007271423816680909,
260
- 0.007333888053894043,
261
- 0.00724070405960083,
262
- 0.007071743965148926,
263
- 0.007286784172058106,
264
- 0.007205887794494629,
265
- 0.007491583824157715,
266
- 0.007264256000518799,
267
- 0.007172095775604248,
268
- 0.007130112171173096,
269
- 0.007144447803497315,
270
  0.007370751857757568,
271
- 0.00745472002029419,
272
- 0.007263232231140137,
273
- 0.007469056129455566,
274
- 0.007215136051177978,
275
- 0.007136256217956543,
276
- 0.006975488185882568,
277
- 0.007319551944732666,
278
- 0.006923264026641846,
279
- 0.007129087924957276,
280
- 0.007345151901245117,
281
- 0.007437312126159668,
282
- 0.007139328002929687,
283
- 0.006868959903717041,
284
- 0.006940671920776367,
285
- 0.006949888229370117,
286
- 0.0067276802062988285,
287
- 0.006810624122619629,
288
- 0.006937600135803222,
289
- 0.006659071922302246,
290
- 0.006661119937896728,
291
- 0.006816768169403077,
292
- 0.006811647891998291,
293
- 0.006908927917480469,
294
  0.006681600093841553,
295
- 0.006776800155639648,
296
- 0.00692633581161499,
297
- 0.006657023906707763,
298
- 0.00667852783203125,
299
- 0.006903808116912841,
300
  0.006626304149627686,
301
- 0.006676479816436768,
302
- 0.006649856090545654,
303
- 0.006654975891113281,
304
- 0.0066938881874084475,
305
- 0.006706175804138184,
306
- 0.006672383785247803,
307
- 0.006651904106140137,
308
- 0.006660128116607666,
309
- 0.006642687797546387,
310
- 0.0066713600158691405,
311
- 0.006845439910888672,
312
- 0.006656000137329102,
313
  0.006650879859924317,
314
- 0.006621183872222901,
315
- 0.00704307222366333,
316
- 0.006722559928894043,
317
- 0.006621183872222901,
318
- 0.006662144184112549,
319
- 0.006656000137329102
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
320
  ],
321
  "count": 67,
322
- "total": 0.466854944229126,
323
- "mean": 0.00696798424222576,
324
- "p50": 0.00692633581161499,
325
- "p90": 0.0073351167678833,
326
- "p95": 0.007417344045639038,
327
- "p99": 0.007476715545654297,
328
- "stdev": 0.0002785926421507289,
329
- "stdev_": 3.9981812883913608
330
  },
331
  "throughput": null,
332
  "energy": null,
 
2
  "load_model": {
3
  "memory": {
4
  "unit": "MB",
5
+ "max_ram": 825.483264,
6
  "max_global_vram": 1362.624512,
7
  "max_process_vram": 0.0,
8
  "max_reserved": 725.614592,
 
11
  "latency": {
12
  "unit": "s",
13
  "values": [
14
+ 0.08118169403076173
15
  ],
16
  "count": 1,
17
+ "total": 0.08118169403076173,
18
+ "mean": 0.08118169403076173,
19
+ "p50": 0.08118169403076173,
20
+ "p90": 0.08118169403076173,
21
+ "p95": 0.08118169403076173,
22
+ "p99": 0.08118169403076173,
23
  "stdev": 0,
24
  "stdev_": 0
25
  },
26
  "throughput": null,
27
  "energy": {
28
  "unit": "kWh",
29
+ "cpu": 0.00010617642026944452,
30
+ "ram": 5.817424805264838e-05,
31
+ "gpu": 0.00014297872549399993,
32
+ "total": 0.00030732939381609287
33
  },
34
  "efficiency": null
35
  },
36
  "prefill": {
37
  "memory": {
38
  "unit": "MB",
39
+ "max_ram": 1280.442368,
40
  "max_global_vram": 1379.401728,
41
  "max_process_vram": 0.0,
42
  "max_reserved": 731.906048,
 
45
  "latency": {
46
  "unit": "s",
47
  "values": [
48
+ 0.00838377571105957,
49
+ 0.007867199897766113,
50
+ 0.007812863826751709,
51
+ 0.007908991813659668,
52
+ 0.008244000434875488,
53
+ 0.00802175998687744,
54
+ 0.007903168201446533,
55
+ 0.007929247856140137,
56
+ 0.008090144157409667,
57
+ 0.008123040199279785,
58
+ 0.008041855812072753,
59
+ 0.007964096069335937,
60
+ 0.007829343795776367,
61
+ 0.007858784198760986,
62
+ 0.0077554240226745605,
63
+ 0.007856895923614502,
64
+ 0.0076789441108703616,
65
+ 0.007834368228912354,
66
+ 0.00805356788635254,
67
+ 0.008162624359130859,
68
+ 0.008196543693542481,
69
+ 0.008469311714172364,
70
+ 0.007639423847198486,
71
+ 0.0076258878707885745,
72
+ 0.00787225580215454,
73
+ 0.008435968399047852,
74
+ 0.008090880393981934,
75
+ 0.008259039878845215,
76
+ 0.00801916790008545,
77
+ 0.007984288215637207,
78
+ 0.008013664245605468,
79
+ 0.007441120147705078,
80
+ 0.007341663837432861,
81
+ 0.0074999361038208005,
82
+ 0.0073004159927368166,
83
+ 0.007242623805999756,
84
+ 0.007201344013214111,
85
+ 0.007172095775604248,
86
+ 0.007223999977111816,
87
+ 0.00725161600112915,
88
+ 0.007193120002746582,
89
+ 0.00759548807144165,
90
+ 0.007371647834777832,
91
+ 0.0071896638870239254,
92
+ 0.007044960021972657,
93
+ 0.007141952037811279,
94
+ 0.00713651180267334,
95
+ 0.007235263824462891,
96
+ 0.007160799980163574,
97
+ 0.007322624206542969,
98
+ 0.007292640209197998,
99
+ 0.007328000068664551,
100
+ 0.007319808006286621,
101
+ 0.0074551358222961425,
102
+ 0.0073300800323486326,
103
+ 0.0072708802223205565,
104
+ 0.0073854079246521,
105
+ 0.007474559783935547,
106
+ 0.007495488166809082,
107
+ 0.007566112041473389,
108
+ 0.0070884799957275394,
109
+ 0.007047584056854248,
110
+ 0.00720524787902832,
111
+ 0.007161695957183838,
112
+ 0.007100480079650879,
113
+ 0.0072193598747253415,
114
+ 0.007061791896820068
115
  ],
116
  "count": 67,
117
+ "total": 0.509796127796173,
118
+ "mean": 0.0076088974297936285,
119
+ "p50": 0.0074999361038208005,
120
+ "p90": 0.008138873863220215,
121
+ "p95": 0.008254528045654297,
122
+ "p99": 0.008447305126190187,
123
+ "stdev": 0.0004028469508310741,
124
+ "stdev_": 5.294419520674236
125
  },
126
  "throughput": {
127
  "unit": "samples/s",
128
+ "value": 262.8501722429244
129
  },
130
  "energy": {
131
  "unit": "kWh",
132
+ "cpu": 8.735783411458384e-08,
133
+ "ram": 4.7733561606522195e-08,
134
+ "gpu": 1.9649117026470525e-07,
135
+ "total": 3.315825659858113e-07
136
  },
137
  "efficiency": {
138
  "unit": "samples/kWh",
139
+ "value": 6031680.206267484
140
  }
141
  },
142
  "decode": {
143
  "memory": {
144
  "unit": "MB",
145
+ "max_ram": 1280.442368,
146
  "max_global_vram": 1379.401728,
147
  "max_process_vram": 0.0,
148
  "max_reserved": 731.906048,
 
151
  "latency": {
152
  "unit": "s",
153
  "values": [
154
+ 0.00780083179473877,
155
+ 0.007502912044525146,
156
+ 0.007607552051544189,
157
+ 0.007761792182922363,
158
+ 0.007908544063568116,
159
+ 0.00795801591873169,
160
+ 0.007515583992004395,
161
+ 0.007808351993560791,
162
+ 0.007853024005889893,
163
+ 0.007918623924255372,
164
+ 0.008497216224670411,
165
+ 0.007525279998779297,
166
+ 0.007900544166564941,
167
+ 0.007431327819824219,
168
+ 0.007520671844482422,
169
+ 0.007371551990509033,
170
+ 0.007442048072814941,
171
+ 0.007494688034057617,
172
+ 0.007815296173095704,
173
+ 0.007931712150573731,
174
+ 0.008356287956237793,
175
+ 0.0074720001220703125,
176
+ 0.007699903964996338,
177
+ 0.007689919948577881,
178
+ 0.007669375896453857,
179
+ 0.007910880088806152,
180
+ 0.008240863800048829,
181
+ 0.007840447902679444,
182
+ 0.008056575775146485,
183
+ 0.007782015800476074,
184
+ 0.007174240112304687,
185
+ 0.007057759761810303,
186
+ 0.007831488132476807,
187
+ 0.007129055976867676,
188
+ 0.0071617279052734375,
189
+ 0.007057439804077148,
190
+ 0.007040128231048584,
191
+ 0.006977344036102295,
192
+ 0.007007328033447266,
193
+ 0.006989151954650879,
194
+ 0.007313087940216064,
195
+ 0.007290463924407959,
196
+ 0.00671782398223877,
197
+ 0.0069079680442810055,
198
+ 0.0067738242149353025,
199
+ 0.006789760112762451,
200
+ 0.007105472087860107,
201
+ 0.006864543914794922,
202
+ 0.0067890558242797855,
203
+ 0.007051296234130859,
204
+ 0.007166944026947022,
205
+ 0.0070841598510742185,
206
+ 0.0074199681282043455,
207
+ 0.007160895824432373,
208
+ 0.007078495979309082,
209
+ 0.0070358080863952635,
210
+ 0.0071983041763305665,
211
+ 0.007043647766113281,
212
+ 0.007190112113952637,
213
+ 0.006963327884674072,
214
+ 0.006862143993377686,
215
+ 0.0068087677955627444,
216
+ 0.006774112224578858,
217
+ 0.006805344104766846,
218
+ 0.00701635217666626,
219
+ 0.007125279903411865,
220
+ 0.006811007976531982
221
  ],
222
  "count": 67,
223
+ "total": 0.4938574719429015,
224
+ "mean": 0.007371007043923905,
225
+ "p50": 0.007290463924407959,
226
+ "p90": 0.007913977622985839,
227
+ "p95": 0.008027007818222047,
228
+ "p99": 0.008404203567504884,
229
+ "stdev": 0.0004365310805206937,
230
+ "stdev_": 5.922271921860888
231
  },
232
  "throughput": {
233
  "unit": "tokens/s",
234
+ "value": 271.333345373567
235
  },
236
  "energy": {
237
  "unit": "kWh",
238
+ "cpu": 7.677901854903673e-08,
239
+ "ram": 4.195816268769528e-08,
240
+ "gpu": 1.5611946189967504e-07,
241
+ "total": 2.7485664313640694e-07
242
  },
243
  "efficiency": {
244
  "unit": "tokens/kWh",
245
+ "value": 7276520.50602769
246
  }
247
  },
248
  "per_token": {
 
250
  "latency": {
251
  "unit": "s",
252
  "values": [
253
+ 0.007327744007110596,
254
+ 0.007062528133392334,
255
+ 0.007169023990631103,
256
+ 0.0072969598770141605,
257
+ 0.007455743789672851,
258
+ 0.007497727870941162,
259
+ 0.007051263809204102,
260
+ 0.007324672222137451,
 
 
 
 
 
 
 
 
 
261
  0.007370751857757568,
262
+ 0.007449600219726562,
263
+ 0.008043519973754883,
264
+ 0.007064576148986816,
265
+ 0.007409664154052734,
266
+ 0.007003136157989502,
267
+ 0.007051263809204102,
268
+ 0.006882304191589355,
269
+ 0.006991903781890869,
270
+ 0.00704201602935791,
271
+ 0.007315455913543701,
272
+ 0.007448575973510742,
273
+ 0.007883776187896728,
274
+ 0.007046144008636474,
275
+ 0.007214079856872559,
276
+ 0.00723967981338501,
277
+ 0.007228415966033935,
278
+ 0.007479296207427978,
279
+ 0.007734272003173828,
280
+ 0.007324672222137451,
281
+ 0.007510015964508057,
282
+ 0.007282688140869141,
283
+ 0.006793216228485107,
 
284
  0.006681600093841553,
285
+ 0.00740556812286377,
286
+ 0.0067686400413513184,
287
+ 0.006804480075836182,
288
+ 0.006702079772949219,
289
+ 0.006685696125030518,
290
  0.006626304149627686,
 
 
 
 
 
 
 
 
 
 
 
 
291
  0.006650879859924317,
292
+ 0.006633471965789795,
293
+ 0.006823935985565186,
294
+ 0.0069253120422363285,
295
+ 0.00637440013885498,
296
+ 0.006561791896820069,
297
+ 0.006428671836853027,
298
+ 0.0064430079460144046,
299
+ 0.006738944053649902,
300
+ 0.006519807815551758,
301
+ 0.006445055961608887,
302
+ 0.006691840171813965,
303
+ 0.006791168212890625,
304
+ 0.00669593620300293,
305
+ 0.007038976192474365,
306
+ 0.006803455829620361,
307
+ 0.006719520092010498,
308
+ 0.006680575847625733,
309
+ 0.006845439910888672,
310
+ 0.006667263984680176,
311
+ 0.006837247848510742,
312
+ 0.006609920024871826,
313
+ 0.006515711784362793,
314
+ 0.006463488101959228,
315
+ 0.006428671836853027,
316
+ 0.006452223777770996,
317
+ 0.006661087989807129,
318
+ 0.006758399963378906,
319
+ 0.006452223777770996
320
  ],
321
  "count": 67,
322
+ "total": 0.46632748794555645,
323
+ "mean": 0.0069601117603814424,
324
+ "p50": 0.006845439910888672,
325
+ "p90": 0.007452057647705078,
326
+ "p95": 0.007506329536437989,
327
+ "p99": 0.007938089075088502,
328
+ "stdev": 0.0003861772330080678,
329
+ "stdev_": 5.548434368630076
330
  },
331
  "throughput": null,
332
  "energy": null,