Hugging Face's logo

Datasets:
optimum-benchmark
/
rocm

Dataset card Viewer Files Community
IlyasMoutawwakil HF staff commited on
Commit
3b807df
·
verified ·
1 Parent(s): 108214b

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 +223 -217
cuda_inference_transformers_text-generation_openai-community/gpt2/benchmark_report.json CHANGED
@@ -2,24 +2,24 @@
2
  "load": {
3
  "memory": {
4
  "unit": "MB",
5
- "max_ram": 1105.199104,
6
  "max_global_vram": 68702.69952,
7
- "max_process_vram": 4719.816704,
8
  "max_reserved": 725.614592,
9
  "max_allocated": 666.338304
10
  },
11
  "latency": {
12
  "unit": "s",
13
  "values": [
14
- 0.08140890502929687
15
  ],
16
  "count": 1,
17
- "total": 0.08140890502929687,
18
- "mean": 0.08140890502929687,
19
- "p50": 0.08140890502929687,
20
- "p90": 0.08140890502929687,
21
- "p95": 0.08140890502929687,
22
- "p99": 0.08140890502929687,
23
  "stdev": 0,
24
  "stdev_": 0
25
  },
@@ -30,87 +30,89 @@
30
  "prefill": {
31
  "memory": {
32
  "unit": "MB",
33
- "max_ram": 1271.476224,
34
  "max_global_vram": 68702.69952,
35
- "max_process_vram": 293908.529152,
36
  "max_reserved": 725.614592,
37
  "max_allocated": 513.235456
38
  },
39
  "latency": {
40
  "unit": "s",
41
  "values": [
42
- 0.00840032958984375,
43
- 0.009163532257080078,
44
- 0.009169450759887695,
45
- 0.00917633056640625,
46
- 0.009160011291503907,
47
- 0.009126252174377441,
48
- 0.009146890640258788,
49
- 0.00917617130279541,
50
- 0.009141772270202637,
51
- 0.009186251640319824,
52
- 0.009187211036682129,
53
- 0.00916833209991455,
54
- 0.009162411689758301,
55
- 0.009297131538391113,
56
- 0.009130890846252442,
57
- 0.009247052192687987,
58
- 0.00917489242553711,
59
- 0.00915969181060791,
60
- 0.009193930625915527,
61
- 0.009163050651550294,
62
- 0.009145450592041016,
63
- 0.00928689193725586,
64
- 0.00915713119506836,
65
- 0.009238091468811035,
66
- 0.009172971725463868,
67
- 0.009246891975402832,
68
- 0.009169610977172851,
69
- 0.009151532173156738,
70
- 0.00919265079498291,
71
- 0.008656330108642578,
72
- 0.008708331108093261,
73
- 0.009258412361145019,
74
- 0.009132330894470214,
75
- 0.009101291656494141,
76
- 0.008166569709777832,
77
- 0.008168971061706543,
78
- 0.009012491226196288,
79
- 0.009181772232055664,
80
- 0.008363210678100585,
81
- 0.008216490745544433,
82
- 0.00814801025390625,
83
- 0.008104809761047363,
84
- 0.008277291297912598,
85
- 0.008134249687194825,
86
- 0.008104490280151368,
87
- 0.00828113079071045,
88
- 0.008083049774169921,
89
- 0.008180970191955567,
90
- 0.00815680980682373,
91
- 0.00817216968536377,
92
- 0.00855233097076416,
93
- 0.009045612335205079,
94
- 0.008905611038208007,
95
- 0.008200489997863769,
96
- 0.008193450927734375,
97
- 0.008110250473022461,
98
- 0.008081609725952149,
99
- 0.008107050895690918
 
 
100
  ],
101
- "count": 58,
102
- "total": 0.510298399925232,
103
- "mean": 0.008798248274572965,
104
- "p50": 0.009131610870361328,
105
- "p90": 0.00920717887878418,
106
- "p95": 0.009248756217956542,
107
- "p99": 0.009291294965744018,
108
- "stdev": 0.00046738690102333556,
109
- "stdev_": 5.3122722437157055
110
  },
111
  "throughput": {
112
  "unit": "tokens/s",
113
- "value": 227.31797712278956
114
  },
115
  "energy": null,
116
  "efficiency": null
@@ -118,87 +120,89 @@
118
  "decode": {
119
  "memory": {
120
  "unit": "MB",
121
- "max_ram": 1271.476224,
122
  "max_global_vram": 68702.69952,
123
- "max_process_vram": 310669.754368,
124
  "max_reserved": 725.614592,
125
  "max_allocated": 513.257984
126
  },
127
  "latency": {
128
  "unit": "s",
129
  "values": [
130
- 0.008212329864501954,
131
- 0.008716330528259278,
132
- 0.009072972297668456,
133
- 0.009016012191772461,
134
- 0.008868651390075684,
135
- 0.008860811233520508,
136
- 0.008809771537780762,
137
- 0.008822251319885253,
138
- 0.008952971458435058,
139
- 0.008886091232299805,
140
- 0.008918411254882812,
141
- 0.008885130882263184,
142
- 0.008944491386413574,
143
- 0.008806731224060059,
144
- 0.008960810661315918,
145
- 0.008965291023254395,
146
- 0.008892650604248048,
147
- 0.008968331336975098,
148
- 0.008878891944885253,
149
- 0.009054572105407714,
150
- 0.008835050582885742,
151
- 0.008857131004333496,
152
- 0.008777291297912597,
153
- 0.008871850967407226,
154
- 0.008901611328125,
155
- 0.008746090888977051,
156
- 0.00872097110748291,
157
- 0.008815690994262696,
158
- 0.008922411918640136,
159
- 0.008549611091613769,
160
- 0.00860641098022461,
161
- 0.008874731063842773,
162
- 0.008854250907897949,
163
- 0.008155850410461426,
164
- 0.007996970176696778,
165
- 0.008038570404052734,
166
- 0.008900330543518067,
167
- 0.008848650932312012,
168
- 0.00790592908859253,
169
- 0.007952809810638428,
170
- 0.007993929862976075,
171
- 0.00803505039215088,
172
- 0.00801537036895752,
173
- 0.008004969596862792,
174
- 0.007787690162658691,
175
- 0.008008649826049805,
176
- 0.007946569919586182,
177
- 0.007774889945983887,
178
- 0.00795152997970581,
179
- 0.007971529960632323,
180
- 0.007950570106506348,
181
- 0.008779530525207519,
182
- 0.007997769832611084,
183
- 0.007993929862976075,
184
- 0.008131529808044434,
185
- 0.008068010330200196,
186
- 0.008008009910583496,
187
- 0.00808912944793701
 
 
188
  ],
189
- "count": 58,
190
- "total": 0.4941343808174135,
191
- "mean": 0.008519558289955402,
192
- "p50": 0.008778410911560057,
193
- "p90": 0.008955323219299316,
194
- "p95": 0.008975483465194703,
195
- "p99": 0.009062484188079834,
196
- "stdev": 0.0004340541169001842,
197
- "stdev_": 5.094796022605257
198
  },
199
  "throughput": {
200
  "unit": "tokens/s",
201
- "value": 117.37697729928142
202
  },
203
  "energy": null,
204
  "efficiency": null
@@ -208,78 +212,80 @@
208
  "latency": {
209
  "unit": "s",
210
  "values": [
211
- 0.007372649192810059,
212
- 0.007988170146942138,
213
- 0.008257930755615234,
214
- 0.008132011413574218,
215
- 0.007991849899291992,
216
- 0.008019209861755371,
217
- 0.008063051223754883,
218
- 0.00798753023147583,
219
- 0.00807600975036621,
220
- 0.008081130027770996,
221
- 0.008058569908142089,
222
- 0.007992330074310303,
223
- 0.008097769737243653,
224
- 0.00802688980102539,
225
- 0.008067689895629882,
226
- 0.008087530136108398,
227
- 0.008072010040283203,
228
- 0.00815248966217041,
229
- 0.008006731033325195,
230
- 0.008135849952697755,
231
- 0.008021289825439454,
232
- 0.008010569572448731,
233
- 0.007963210105895997,
234
- 0.00801537036895752,
235
- 0.008095529556274414,
236
- 0.008004329681396484,
237
- 0.0080076904296875,
238
- 0.007995210170745849,
239
- 0.008151050567626952,
240
- 0.007614409923553467,
241
- 0.007901450157165528,
242
- 0.00804720973968506,
243
- 0.008061610221862792,
244
- 0.007358088970184327,
245
- 0.007181448936462402,
246
- 0.007244648933410644,
247
- 0.00811697006225586,
248
- 0.007953289985656739,
249
- 0.007125607967376709,
250
- 0.007082408905029297,
251
- 0.007138248920440674,
252
- 0.007205769062042237,
253
- 0.007177128791809082,
254
- 0.007140169143676758,
255
- 0.007145449161529541,
256
- 0.0071337690353393554,
257
- 0.007170568943023681,
258
- 0.007100489139556885,
259
- 0.007108169078826904,
260
- 0.007146889209747314,
261
- 0.0071782488822937016,
262
- 0.007953609943389893,
263
- 0.007288488864898681,
264
- 0.007204329013824463,
265
- 0.007275689125061035,
266
- 0.0071697688102722165,
267
- 0.00719952917098999,
268
- 0.007375368118286133
 
 
269
  ],
270
- "count": 58,
271
- "total": 0.44673047924041753,
272
- "mean": 0.0077022496420761635,
273
- "p50": 0.007987850189208983,
274
- "p90": 0.008103529834747315,
275
- "p95": 0.008138130044937134,
276
- "p99": 0.008197829332351685,
277
- "stdev": 0.0004204158587512796,
278
- "stdev_": 5.4583514984325445
279
  },
280
  "throughput": {
281
  "unit": "tokens/s",
282
- "value": 129.83219792528655
283
  },
284
  "energy": null,
285
  "efficiency": null
 
2
  "load": {
3
  "memory": {
4
  "unit": "MB",
5
+ "max_ram": 1105.043456,
6
  "max_global_vram": 68702.69952,
7
+ "max_process_vram": 4380.499968,
8
  "max_reserved": 725.614592,
9
  "max_allocated": 666.338304
10
  },
11
  "latency": {
12
  "unit": "s",
13
  "values": [
14
+ 0.07579269409179687
15
  ],
16
  "count": 1,
17
+ "total": 0.07579269409179687,
18
+ "mean": 0.07579269409179687,
19
+ "p50": 0.07579269409179687,
20
+ "p90": 0.07579269409179687,
21
+ "p95": 0.07579269409179687,
22
+ "p99": 0.07579269409179687,
23
  "stdev": 0,
24
  "stdev_": 0
25
  },
 
30
  "prefill": {
31
  "memory": {
32
  "unit": "MB",
33
+ "max_ram": 1271.312384,
34
  "max_global_vram": 68702.69952,
35
+ "max_process_vram": 262341.77536,
36
  "max_reserved": 725.614592,
37
  "max_allocated": 513.235456
38
  },
39
  "latency": {
40
  "unit": "s",
41
  "values": [
42
+ 0.007847221851348877,
43
+ 0.00818274211883545,
44
+ 0.008151702880859375,
45
+ 0.008153942108154297,
46
+ 0.008137462615966796,
47
+ 0.008116183280944824,
48
+ 0.008280343055725097,
49
+ 0.008184022903442383,
50
+ 0.008152023315429687,
51
+ 0.008177783012390137,
52
+ 0.008198423385620117,
53
+ 0.008169782638549805,
54
+ 0.008161462783813477,
55
+ 0.00834514331817627,
56
+ 0.00822226333618164,
57
+ 0.008295863151550294,
58
+ 0.008234582901000976,
59
+ 0.008883384704589844,
60
+ 0.008441783905029298,
61
+ 0.008611063957214355,
62
+ 0.008549463272094727,
63
+ 0.00870306396484375,
64
+ 0.008595704078674316,
65
+ 0.009306586265563965,
66
+ 0.009052504539489746,
67
+ 0.009255386352539063,
68
+ 0.009057785034179687,
69
+ 0.008594584465026856,
70
+ 0.009290745735168457,
71
+ 0.009263866424560547,
72
+ 0.009260346412658691,
73
+ 0.009239385604858399,
74
+ 0.008730745315551758,
75
+ 0.008543543815612793,
76
+ 0.008601943969726562,
77
+ 0.008646265029907226,
78
+ 0.008593463897705078,
79
+ 0.008202742576599122,
80
+ 0.00821954345703125,
81
+ 0.00820162296295166,
82
+ 0.008197942733764648,
83
+ 0.008231383323669433,
84
+ 0.008260183334350586,
85
+ 0.008201462745666504,
86
+ 0.008203063011169433,
87
+ 0.009404986381530762,
88
+ 0.009167224884033202,
89
+ 0.008865784645080567,
90
+ 0.008182103157043458,
91
+ 0.008191062927246093,
92
+ 0.008207061767578124,
93
+ 0.008132343292236327,
94
+ 0.00838674259185791,
95
+ 0.008166902542114258,
96
+ 0.00832274341583252,
97
+ 0.008271383285522462,
98
+ 0.008248183250427246,
99
+ 0.008156023025512694,
100
+ 0.008152023315429687,
101
+ 0.008611543655395508
102
  ],
103
+ "count": 60,
104
+ "total": 0.5084166216850282,
105
+ "mean": 0.008473610361417135,
106
+ "p50": 0.008265783309936523,
107
+ "p90": 0.009240985679626465,
108
+ "p95": 0.009265210390090943,
109
+ "p99": 0.009346930313110352,
110
+ "stdev": 0.0003955883776982377,
111
+ "stdev_": 4.668474957256343
112
  },
113
  "throughput": {
114
  "unit": "tokens/s",
115
+ "value": 236.0269017214426
116
  },
117
  "energy": null,
118
  "efficiency": null
 
120
  "decode": {
121
  "memory": {
122
  "unit": "MB",
123
+ "max_ram": 1271.312384,
124
  "max_global_vram": 68702.69952,
125
+ "max_process_vram": 298830.102528,
126
  "max_reserved": 725.614592,
127
  "max_allocated": 513.257984
128
  },
129
  "latency": {
130
  "unit": "s",
131
  "values": [
132
+ 0.007791380882263183,
133
+ 0.007834581851959229,
134
+ 0.008054742813110352,
135
+ 0.007985302925109863,
136
+ 0.007746420860290528,
137
+ 0.007849142074584961,
138
+ 0.007863061904907227,
139
+ 0.007837942123413086,
140
+ 0.007890582084655762,
141
+ 0.008074901580810546,
142
+ 0.007963541984558106,
143
+ 0.00801058292388916,
144
+ 0.007881142139434815,
145
+ 0.007890902042388915,
146
+ 0.008077302932739257,
147
+ 0.008063701629638672,
148
+ 0.008061622619628906,
149
+ 0.008389622688293456,
150
+ 0.008382102966308595,
151
+ 0.008270902633666992,
152
+ 0.008046262741088868,
153
+ 0.00808546257019043,
154
+ 0.00818082332611084,
155
+ 0.008309462547302245,
156
+ 0.008676025390625,
157
+ 0.008719703674316407,
158
+ 0.008136822700500488,
159
+ 0.008588024139404297,
160
+ 0.008547384262084961,
161
+ 0.008704983711242675,
162
+ 0.008744665145874023,
163
+ 0.008136661529541015,
164
+ 0.008597463607788085,
165
+ 0.008352023124694824,
166
+ 0.008289942741394043,
167
+ 0.008411382675170899,
168
+ 0.008447704315185546,
169
+ 0.007987862110137939,
170
+ 0.00795234203338623,
171
+ 0.007960981845855713,
172
+ 0.00799154281616211,
173
+ 0.008239542961120606,
174
+ 0.00827650260925293,
175
+ 0.008117463111877441,
176
+ 0.008167861938476562,
177
+ 0.00887490463256836,
178
+ 0.008908985137939453,
179
+ 0.008090103149414062,
180
+ 0.008091702461242675,
181
+ 0.008016982078552247,
182
+ 0.008018742561340332,
183
+ 0.007961301803588868,
184
+ 0.008055863380432128,
185
+ 0.008227863311767579,
186
+ 0.008094582557678223,
187
+ 0.007993621826171875,
188
+ 0.008098102569580079,
189
+ 0.008030582427978515,
190
+ 0.007942421913146973,
191
+ 0.009033945083618164
192
  ],
193
+ "count": 60,
194
+ "total": 0.49102808618545524,
195
+ "mean": 0.008183801436424255,
196
+ "p50": 0.008087782859802245,
197
+ "p90": 0.008678921222686767,
198
+ "p95": 0.00875117712020874,
199
+ "p99": 0.008960218715667724,
200
+ "stdev": 0.0002980007057857467,
201
+ "stdev_": 3.6413481937551997
202
  },
203
  "throughput": {
204
  "unit": "tokens/s",
205
+ "value": 122.19260300588739
206
  },
207
  "energy": null,
208
  "efficiency": null
 
212
  "latency": {
213
  "unit": "s",
214
  "values": [
215
+ 0.007118740081787109,
216
+ 0.00713730001449585,
217
+ 0.007317141056060791,
218
+ 0.00722658109664917,
219
+ 0.00709489917755127,
220
+ 0.0071705799102783204,
221
+ 0.007215539932250977,
222
+ 0.007152979850769043,
223
+ 0.007205140113830566,
224
+ 0.007484500885009766,
225
+ 0.007251860141754151,
226
+ 0.0072584209442138675,
227
+ 0.007276820182800293,
228
+ 0.007291860103607177,
229
+ 0.007214260101318359,
230
+ 0.007303860187530518,
231
+ 0.007225141048431396,
232
+ 0.00764530086517334,
233
+ 0.0075806608200073245,
234
+ 0.007602101802825928,
235
+ 0.007416501045227051,
236
+ 0.007449141025543213,
237
+ 0.007542261123657227,
238
+ 0.007634740829467773,
239
+ 0.008024023056030274,
240
+ 0.008034582138061524,
241
+ 0.00745586109161377,
242
+ 0.007765302181243897,
243
+ 0.00785682201385498,
244
+ 0.008059863090515137,
245
+ 0.00806626319885254,
246
+ 0.007486420154571533,
247
+ 0.007908341884613037,
248
+ 0.007523221015930176,
249
+ 0.007513781070709228,
250
+ 0.007610741138458252,
251
+ 0.0076022610664367675,
252
+ 0.007209459781646729,
253
+ 0.00718641996383667,
254
+ 0.007238420009613037,
255
+ 0.007207540035247803,
256
+ 0.007491701126098633,
257
+ 0.007387381076812744,
258
+ 0.007266580104827881,
259
+ 0.007321300029754639,
260
+ 0.008067221641540527,
261
+ 0.008100823402404785,
262
+ 0.007244979858398438,
263
+ 0.007266900062561035,
264
+ 0.007199860095977783,
265
+ 0.007187221050262451,
266
+ 0.007184820175170898,
267
+ 0.007205461025238037,
268
+ 0.007363860130310059,
269
+ 0.007320021152496338,
270
+ 0.007183539867401123,
271
+ 0.007221300125122071,
272
+ 0.007164820194244385,
273
+ 0.007227859973907471,
274
+ 0.00813794231414795
275
  ],
276
+ "count": 60,
277
+ "total": 0.44610924863815304,
278
+ "mean": 0.007435154143969216,
279
+ "p50": 0.007310500621795654,
280
+ "p90": 0.0080250789642334,
281
+ "p95": 0.008066311120986939,
282
+ "p99": 0.008116042156219482,
283
+ "stdev": 0.0002940760261224049,
284
+ "stdev_": 3.95521088639346
285
  },
286
  "throughput": {
287
  "unit": "tokens/s",
288
+ "value": 134.4962028542633
289
  },
290
  "energy": null,
291
  "efficiency": null