Hugging Face's logo

Datasets:
optimum-benchmark
/
rocm

Dataset card Viewer Files Community
IlyasMoutawwakil HF staff commited on
Commit
622d17a
·
verified ·
1 Parent(s): 601f300

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 +235 -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": 1105.334272,
6
  "max_global_vram": 68702.69952,
7
- "max_process_vram": 3300.12672,
8
  "max_reserved": 725.614592,
9
  "max_allocated": 666.338304
10
  },
11
  "latency": {
12
  "unit": "s",
13
  "values": [
14
- 0.07505658721923827
15
  ],
16
  "count": 1,
17
- "total": 0.07505658721923827,
18
- "mean": 0.07505658721923827,
19
- "p50": 0.07505658721923827,
20
- "p90": 0.07505658721923827,
21
- "p95": 0.07505658721923827,
22
- "p99": 0.07505658721923827,
23
  "stdev": 0,
24
  "stdev_": 0
25
  },
@@ -30,87 +30,93 @@
30
  "prefill": {
31
  "memory": {
32
  "unit": "MB",
33
- "max_ram": 1271.6032,
34
  "max_global_vram": 68702.69952,
35
- "max_process_vram": 278123.470848,
36
  "max_reserved": 725.614592,
37
  "max_allocated": 513.235456
38
  },
39
  "latency": {
40
  "unit": "s",
41
  "values": [
42
- 0.00857437515258789,
43
- 0.0090433349609375,
44
- 0.009058053970336915,
45
- 0.009124134063720703,
46
- 0.009080453872680664,
47
- 0.009051653861999511,
48
- 0.008994053840637208,
49
- 0.009030694961547852,
50
- 0.008757414817810059,
51
- 0.008675015449523926,
52
- 0.00856541633605957,
53
- 0.008548934936523438,
54
- 0.00855021572113037,
55
- 0.009197093963623048,
56
- 0.009068293571472168,
57
- 0.009137093544006348,
58
- 0.00909325408935547,
59
- 0.009110855102539063,
60
- 0.009141094207763672,
61
- 0.009103653907775879,
62
- 0.00915373420715332,
63
- 0.00914173412322998,
64
- 0.009123173713684082,
65
- 0.00932861328125,
66
- 0.009013733863830566,
67
- 0.008473094940185546,
68
- 0.008789734840393066,
69
- 0.009271332740783692,
70
- 0.00915805435180664,
71
- 0.009109414100646973,
72
- 0.009177574157714844,
73
- 0.009306214332580566,
74
- 0.008905734062194824,
75
- 0.008912295341491698,
76
- 0.008882855415344238,
77
- 0.008887813568115235,
78
- 0.008882373809814452,
79
- 0.008889095306396484,
80
- 0.009113574028015136,
81
- 0.008901095390319825,
82
- 0.008935334205627442,
83
- 0.008226536750793456,
84
- 0.0088654146194458,
85
- 0.008867815017700195,
86
- 0.008890214920043946,
87
- 0.009021253585815429,
88
- 0.008902533531188965,
89
- 0.008897575378417968,
90
- 0.008911174774169922,
91
- 0.008901735305786133,
92
- 0.008937414169311524,
93
- 0.008917574882507323,
94
- 0.008917095184326172,
95
- 0.008930693626403809,
96
- 0.00890237522125244,
97
- 0.008914374351501464,
98
- 0.008889414787292481,
99
- 0.008904934883117676
 
 
 
 
 
 
100
  ],
101
- "count": 58,
102
- "total": 0.5190598011016844,
103
- "mean": 0.008949306915546285,
104
- "p50": 0.008924134254455566,
105
- "p90": 0.009155030250549317,
106
- "p95": 0.009208229780197145,
107
- "p99": 0.009315845880508423,
108
- "stdev": 0.00020765420193343602,
109
- "stdev_": 2.3203383669042528
110
  },
111
  "throughput": {
112
  "unit": "tokens/s",
113
- "value": 223.4809934304187
114
  },
115
  "energy": null,
116
  "efficiency": null
@@ -118,87 +124,93 @@
118
  "decode": {
119
  "memory": {
120
  "unit": "MB",
121
- "max_ram": 1271.6032,
122
  "max_global_vram": 68702.69952,
123
- "max_process_vram": 297849.585664,
124
  "max_reserved": 725.614592,
125
  "max_allocated": 513.257984
126
  },
127
  "latency": {
128
  "unit": "s",
129
  "values": [
130
- 0.007996458053588867,
131
- 0.008355015754699708,
132
- 0.008644294738769532,
133
- 0.008464936256408692,
134
- 0.008498536109924317,
135
- 0.00845533561706543,
136
- 0.008313096046447754,
137
- 0.008332136154174805,
138
- 0.007927337169647216,
139
- 0.007859978199005127,
140
- 0.007979337215423585,
141
- 0.008036136627197266,
142
- 0.007959657192230225,
143
- 0.008403016090393066,
144
- 0.008399496078491211,
145
- 0.008490376472473145,
146
- 0.008520135879516602,
147
- 0.008558534622192382,
148
- 0.008499655723571777,
149
- 0.00853405475616455,
150
- 0.00850877571105957,
151
- 0.008507975578308105,
152
- 0.00863261604309082,
153
- 0.00849469566345215,
154
- 0.00792541790008545,
155
- 0.008143177032470703,
156
- 0.008493736267089843,
157
- 0.00848093605041504,
158
- 0.008651494979858398,
159
- 0.008406696319580078,
160
- 0.01142764663696289,
161
- 0.008050057411193847,
162
- 0.008072457313537597,
163
- 0.007981417179107666,
164
- 0.008043017387390137,
165
- 0.007990218162536622,
166
- 0.00801341724395752,
167
- 0.008008776664733886,
168
- 0.008072297096252441,
169
- 0.008021257400512695,
170
- 0.00799165678024292,
171
- 0.008153257369995117,
172
- 0.008030217170715332,
173
- 0.008030536651611329,
174
- 0.008024617195129395,
175
- 0.008030217170715332,
176
- 0.008055977821350098,
177
- 0.008008296966552735,
178
- 0.007975976943969726,
179
- 0.008006696701049804,
180
- 0.007994536876678466,
181
- 0.008011016845703125,
182
- 0.008015497207641602,
183
- 0.008008136749267578,
184
- 0.008113256454467773,
185
- 0.008004937171936035,
186
- 0.008018536567687988,
187
- 0.008002376556396485
 
 
 
 
 
 
188
  ],
189
- "count": 58,
190
- "total": 0.4786293540000916,
191
- "mean": 0.008252230241380889,
192
- "p50": 0.008053017616271974,
193
- "p90": 0.008524311542510987,
194
- "p95": 0.008634367847442627,
195
- "p99": 0.00984524019241333,
196
- "stdev": 0.00048247988735494534,
197
- "stdev_": 5.846660517729441
198
  },
199
  "throughput": {
200
  "unit": "tokens/s",
201
- "value": 121.17936251772161
202
  },
203
  "energy": null,
204
  "efficiency": null
@@ -208,78 +220,84 @@
208
  "latency": {
209
  "unit": "s",
210
  "values": [
211
- 0.007491979122161865,
212
- 0.007834376811981202,
213
- 0.008032297134399414,
214
- 0.00787949800491333,
215
- 0.007923818111419678,
216
- 0.007910057067871094,
217
- 0.007820938110351562,
218
- 0.007810536861419678,
219
- 0.007414699077606201,
220
- 0.007331339836120605,
221
- 0.007483818054199219,
222
- 0.007569738864898682,
223
- 0.0074390192031860355,
224
- 0.007867018222808837,
225
- 0.007835497856140137,
226
- 0.007918057918548584,
227
- 0.007924296855926515,
228
- 0.007882216930389404,
229
- 0.007881897926330567,
230
- 0.007934057235717773,
231
- 0.00793021821975708,
232
- 0.007927977085113525,
233
- 0.008039338111877441,
234
- 0.007974057197570801,
235
- 0.007435819149017334,
236
- 0.007563498973846436,
237
- 0.00789485788345337,
238
- 0.007902857780456542,
239
- 0.008047977447509765,
240
- 0.007904458045959472,
241
- 0.0108273286819458,
242
- 0.007599977970123291,
243
- 0.007644299030303955,
244
- 0.007575498104095459,
245
- 0.007599818229675293,
246
- 0.007561419010162353,
247
- 0.0075918188095092775,
248
- 0.0075908579826354985,
249
- 0.007610538005828857,
250
- 0.007602377891540528,
251
- 0.007561899185180664,
252
- 0.007738378047943115,
253
- 0.007589259147644043,
254
- 0.007582218170166016,
255
- 0.007574538230895996,
256
- 0.007592778205871582,
257
- 0.007608619213104248,
258
- 0.007581577777862549,
259
- 0.007556777954101562,
260
- 0.007579018115997314,
261
- 0.007564458847045898,
262
- 0.007590377807617187,
263
- 0.00758637809753418,
264
- 0.007581418991088868,
265
- 0.007703978061676026,
266
- 0.00757853889465332,
267
- 0.007592778205871582,
268
- 0.007585097789764404
 
 
 
 
 
 
269
  ],
270
- "count": 58,
271
- "total": 0.4497582435607908,
272
- "mean": 0.007754452475186052,
273
- "p50": 0.007601177930831909,
274
- "p90": 0.007931369924545288,
275
- "p95": 0.008033353281021118,
276
- "p99": 0.009243098478317259,
277
- "stdev": 0.00044529116414161203,
278
- "stdev_": 5.742393361317598
279
  },
280
  "throughput": {
281
  "unit": "tokens/s",
282
- "value": 128.95816992881979
283
  },
284
  "energy": null,
285
  "efficiency": null
 
2
  "load": {
3
  "memory": {
4
  "unit": "MB",
5
+ "max_ram": 1106.530304,
6
  "max_global_vram": 68702.69952,
7
+ "max_process_vram": 4046.80704,
8
  "max_reserved": 725.614592,
9
  "max_allocated": 666.338304
10
  },
11
  "latency": {
12
  "unit": "s",
13
  "values": [
14
+ 0.0789727783203125
15
  ],
16
  "count": 1,
17
+ "total": 0.0789727783203125,
18
+ "mean": 0.0789727783203125,
19
+ "p50": 0.0789727783203125,
20
+ "p90": 0.0789727783203125,
21
+ "p95": 0.0789727783203125,
22
+ "p99": 0.0789727783203125,
23
  "stdev": 0,
24
  "stdev_": 0
25
  },
 
30
  "prefill": {
31
  "memory": {
32
  "unit": "MB",
33
+ "max_ram": 1272.860672,
34
  "max_global_vram": 68702.69952,
35
+ "max_process_vram": 279109.9392,
36
  "max_reserved": 725.614592,
37
  "max_allocated": 513.235456
38
  },
39
  "latency": {
40
  "unit": "s",
41
  "values": [
42
+ 0.00820721435546875,
43
+ 0.007986093044281006,
44
+ 0.008289294242858887,
45
+ 0.008511533737182617,
46
+ 0.008578575134277344,
47
+ 0.00889537525177002,
48
+ 0.008885455131530762,
49
+ 0.008450413703918457,
50
+ 0.008628334045410156,
51
+ 0.00827169418334961,
52
+ 0.008036013603210448,
53
+ 0.007937294006347656,
54
+ 0.007867692947387695,
55
+ 0.008000013351440429,
56
+ 0.008050574302673339,
57
+ 0.007982573032379151,
58
+ 0.008083213806152343,
59
+ 0.008059372901916504,
60
+ 0.008101932525634766,
61
+ 0.007947373867034912,
62
+ 0.008075053215026856,
63
+ 0.00787889289855957,
64
+ 0.00792785406112671,
65
+ 0.00807809352874756,
66
+ 0.00810401439666748,
67
+ 0.008069933891296387,
68
+ 0.008359535217285156,
69
+ 0.00884193515777588,
70
+ 0.008905295372009278,
71
+ 0.008801135063171386,
72
+ 0.008252654075622558,
73
+ 0.008918576240539551,
74
+ 0.008952335357666015,
75
+ 0.008963855743408203,
76
+ 0.008673134803771973,
77
+ 0.008283853530883789,
78
+ 0.007909133911132812,
79
+ 0.007899373054504395,
80
+ 0.007906894207000732,
81
+ 0.007918414115905761,
82
+ 0.007869293212890625,
83
+ 0.007889132976531982,
84
+ 0.007961773872375488,
85
+ 0.007904813766479493,
86
+ 0.00790513277053833,
87
+ 0.007989933967590332,
88
+ 0.008029932975769044,
89
+ 0.007874733924865722,
90
+ 0.007903693199157714,
91
+ 0.007918572902679444,
92
+ 0.007901134014129639,
93
+ 0.008266894340515137,
94
+ 0.007877613067626953,
95
+ 0.00788193416595459,
96
+ 0.007896974086761474,
97
+ 0.007888493061065673,
98
+ 0.007917452812194824,
99
+ 0.007905454158782958,
100
+ 0.007875693798065185,
101
+ 0.007910734176635742,
102
+ 0.007867053031921386,
103
+ 0.007905932903289795,
104
+ 0.00789473295211792,
105
+ 0.007914574146270751
106
  ],
107
+ "count": 64,
108
+ "total": 0.5216416893005371,
109
+ "mean": 0.008150651395320892,
110
+ "p50": 0.007988013505935669,
111
+ "p90": 0.008829695129394532,
112
+ "p95": 0.00890380735397339,
113
+ "p99": 0.008956597900390625,
114
+ "stdev": 0.00034308913119886485,
115
+ "stdev_": 4.209346156011833
116
  },
117
  "throughput": {
118
  "unit": "tokens/s",
119
+ "value": 245.37916087886614
120
  },
121
  "energy": null,
122
  "efficiency": null
 
124
  "decode": {
125
  "memory": {
126
  "unit": "MB",
127
+ "max_ram": 1272.860672,
128
  "max_global_vram": 68702.69952,
129
+ "max_process_vram": 295874.400256,
130
  "max_reserved": 725.614592,
131
  "max_allocated": 513.257984
132
  },
133
  "latency": {
134
  "unit": "s",
135
  "values": [
136
+ 0.0073702530860900875,
137
+ 0.007841773986816406,
138
+ 0.007957454204559327,
139
+ 0.008033933639526368,
140
+ 0.007929293155670166,
141
+ 0.008351215362548828,
142
+ 0.007731372833251953,
143
+ 0.007759213924407959,
144
+ 0.007916654109954834,
145
+ 0.007474092960357666,
146
+ 0.007480331897735596,
147
+ 0.00740673303604126,
148
+ 0.007356812953948974,
149
+ 0.007541132926940918,
150
+ 0.0074203329086303714,
151
+ 0.007816654205322265,
152
+ 0.007658573150634765,
153
+ 0.007710413932800293,
154
+ 0.007434573173522949,
155
+ 0.007552332878112793,
156
+ 0.007608492851257324,
157
+ 0.007591692924499511,
158
+ 0.00737361192703247,
159
+ 0.007563212871551514,
160
+ 0.007611692905426026,
161
+ 0.008074413299560547,
162
+ 0.007833773136138917,
163
+ 0.00820993423461914,
164
+ 0.008307854652404785,
165
+ 0.007857452869415284,
166
+ 0.007651692867279053,
167
+ 0.008369773864746093,
168
+ 0.008353934288024903,
169
+ 0.008333133697509766,
170
+ 0.007970413208007813,
171
+ 0.007409132003784179,
172
+ 0.007410731792449951,
173
+ 0.007667852878570557,
174
+ 0.0074134521484375,
175
+ 0.007456653118133545,
176
+ 0.007392013072967529,
177
+ 0.007516333103179932,
178
+ 0.007425292015075684,
179
+ 0.0075817728042602535,
180
+ 0.00755905294418335,
181
+ 0.007421933174133301,
182
+ 0.0074460930824279785,
183
+ 0.0076020932197570805,
184
+ 0.00742529296875,
185
+ 0.007435052871704101,
186
+ 0.007933932781219483,
187
+ 0.007481293201446533,
188
+ 0.007410412788391114,
189
+ 0.007466732025146484,
190
+ 0.0075200128555297854,
191
+ 0.007366252899169922,
192
+ 0.007392013072967529,
193
+ 0.00747409200668335,
194
+ 0.007416491985321045,
195
+ 0.007435691833496094,
196
+ 0.0073396930694580075,
197
+ 0.0074387331008911135,
198
+ 0.007576653003692627,
199
+ 0.007456812858581543
200
  ],
201
+ "count": 64,
202
+ "total": 0.4893257966041566,
203
+ "mean": 0.007645715571939946,
204
+ "p50": 0.007546732902526856,
205
+ "p90": 0.008062269401550293,
206
+ "p95": 0.008329341840744018,
207
+ "p99": 0.008359794931411743,
208
+ "stdev": 0.0002871508674106882,
209
+ "stdev_": 3.7557095174262347
210
  },
211
  "throughput": {
212
  "unit": "tokens/s",
213
+ "value": 130.79220520183046
214
  },
215
  "energy": null,
216
  "efficiency": null
 
220
  "latency": {
221
  "unit": "s",
222
  "values": [
223
+ 0.006809452056884766,
224
+ 0.007196332931518555,
225
+ 0.007381292819976806,
226
+ 0.0074374527931213375,
227
+ 0.007406571865081787,
228
+ 0.007773454189300537,
229
+ 0.0071985721588134766,
230
+ 0.007202252864837646,
231
+ 0.007307212829589843,
232
+ 0.0069080119132995605,
233
+ 0.006923851013183594,
234
+ 0.006835852146148682,
235
+ 0.006826412200927734,
236
+ 0.0069648118019104005,
237
+ 0.006846092224121094,
238
+ 0.007273932933807373,
239
+ 0.007060011863708496,
240
+ 0.007137292861938476,
241
+ 0.006865451812744141,
242
+ 0.00697457218170166,
243
+ 0.007028652191162109,
244
+ 0.00700353193283081,
245
+ 0.006817290782928467,
246
+ 0.007021131992340088,
247
+ 0.007058412075042725,
248
+ 0.007571211814880371,
249
+ 0.007324172019958496,
250
+ 0.00768785285949707,
251
+ 0.007804014205932617,
252
+ 0.007347692012786866,
253
+ 0.007151691913604736,
254
+ 0.007793773174285889,
255
+ 0.007758573055267334,
256
+ 0.00773809289932251,
257
+ 0.007363852024078369,
258
+ 0.006853930950164795,
259
+ 0.006840171813964843,
260
+ 0.007045291900634766,
261
+ 0.006823050975799561,
262
+ 0.006818090915679932,
263
+ 0.006835532188415527,
264
+ 0.006944811820983886,
265
+ 0.006855690956115722,
266
+ 0.007034572124481201,
267
+ 0.00696641206741333,
268
+ 0.006833931922912598,
269
+ 0.006882252216339112,
270
+ 0.007046092033386231,
271
+ 0.006833611965179443,
272
+ 0.006822092056274414,
273
+ 0.0073104119300842286,
274
+ 0.006853452205657959,
275
+ 0.006835691928863526,
276
+ 0.006877450942993164,
277
+ 0.006942572116851807,
278
+ 0.006823051929473877,
279
+ 0.0068579320907592774,
280
+ 0.006858730792999267,
281
+ 0.006855531215667725,
282
+ 0.006825292110443115,
283
+ 0.0068248119354248045,
284
+ 0.006831212043762207,
285
+ 0.006917771816253662,
286
+ 0.006859052181243897
287
  ],
288
+ "count": 64,
289
+ "total": 0.45270733356475834,
290
+ "mean": 0.007073552086949348,
291
+ "p50": 0.006954811811447144,
292
+ "p90": 0.0075310841083526614,
293
+ "p95": 0.00775550103187561,
294
+ "p99": 0.007797562355995179,
295
+ "stdev": 0.00029243072444636546,
296
+ "stdev_": 4.134142519228748
297
  },
298
  "throughput": {
299
  "unit": "tokens/s",
300
+ "value": 141.37168818548642
301
  },
302
  "energy": null,
303
  "efficiency": null