Hugging Face's logo

Datasets:
optimum-benchmark
/
cuda

Dataset card Viewer Files Community
IlyasMoutawwakil HF staff commited on
Commit
20eb5c6
·
verified ·
1 Parent(s): b7cf488

Upload cuda_inference_transformers_text-classification_FacebookAI/roberta-base/benchmark_report.json with huggingface_hub

Browse files
Files changed (1) hide show
  1. cuda_inference_transformers_text-classification_FacebookAI/roberta-base/benchmark_report.json +185 -183
cuda_inference_transformers_text-classification_FacebookAI/roberta-base/benchmark_report.json CHANGED
@@ -2,7 +2,7 @@
2
  "load_model": {
3
  "memory": {
4
  "unit": "MB",
5
- "max_ram": 817.23392,
6
  "max_global_vram": 1192.7552,
7
  "max_process_vram": 0.0,
8
  "max_reserved": 555.74528,
@@ -11,32 +11,32 @@
11
  "latency": {
12
  "unit": "s",
13
  "values": [
14
- 0.09704959869384766
15
  ],
16
  "count": 1,
17
- "total": 0.09704959869384766,
18
- "mean": 0.09704959869384766,
19
- "p50": 0.09704959869384766,
20
- "p90": 0.09704959869384766,
21
- "p95": 0.09704959869384766,
22
- "p99": 0.09704959869384766,
23
  "stdev": 0,
24
  "stdev_": 0
25
  },
26
  "throughput": null,
27
  "energy": {
28
  "unit": "kWh",
29
- "cpu": 9.688146026041687e-05,
30
- "ram": 5.3078142714528016e-05,
31
- "gpu": 0.00013658677593599965,
32
- "total": 0.00028654637891094455
33
  },
34
  "efficiency": null
35
  },
36
  "forward": {
37
  "memory": {
38
  "unit": "MB",
39
- "max_ram": 1085.58336,
40
  "max_global_vram": 1205.338112,
41
  "max_process_vram": 0.0,
42
  "max_reserved": 557.842432,
@@ -45,192 +45,194 @@
45
  "latency": {
46
  "unit": "s",
47
  "values": [
48
- 0.0064757118225097655,
49
- 0.006304800033569336,
50
- 0.006223872184753418,
51
- 0.006276095867156982,
52
- 0.006244351863861084,
53
- 0.006206463813781738,
54
- 0.006377471923828125,
55
- 0.006205440044403076,
56
- 0.0062566399574279785,
57
- 0.00621670389175415,
58
- 0.00622489595413208,
59
- 0.006135807991027832,
60
- 0.006076416015625,
61
- 0.006112256050109863,
62
- 0.00611737585067749,
63
- 0.0062044157981872555,
64
- 0.006155263900756836,
65
- 0.00619212818145752,
66
- 0.0061859841346740725,
67
- 0.006259712219238281,
68
- 0.0062044157981872555,
69
- 0.006210559844970703,
70
- 0.006302720069885254,
71
- 0.006284287929534912,
72
- 0.00626585578918457,
73
- 0.0063508481979370115,
74
- 0.006271999835968017,
75
- 0.006243328094482422,
76
- 0.0062044157981872555,
77
- 0.006253568172454834,
78
- 0.0062269439697265625,
79
- 0.006333439826965332,
80
- 0.006207488059997559,
81
  0.0063211522102355954,
82
- 0.0062197761535644535,
83
- 0.006146048069000244,
84
- 0.006153215885162353,
85
- 0.00618393611907959,
86
- 0.006252543926239014,
87
- 0.0061562881469726565,
88
- 0.0061859841346740725,
89
- 0.006232063770294189,
90
- 0.006260767936706543,
91
- 0.006153215885162353,
92
  0.006100992202758789,
93
- 0.006145023822784424,
94
- 0.006141952037811279,
95
- 0.0062259202003479,
96
- 0.0061265921592712404,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
97
  0.006203392028808594,
98
- 0.006127615928649902,
99
- 0.00617574405670166,
100
- 0.006146048069000244,
101
- 0.006135807991027832,
102
- 0.006179776191711426,
 
 
 
 
 
 
 
 
 
 
 
 
 
103
  0.006196224212646485,
104
- 0.007192575931549072,
105
- 0.006496255874633789,
106
- 0.0065064959526062015,
107
- 0.006498303890228272,
108
- 0.006412288188934326,
109
- 0.0064880638122558594,
110
- 0.006460415840148926,
111
- 0.006110208034515381,
112
- 0.0062679038047790524,
113
- 0.006104063987731933,
114
- 0.006135839939117432,
115
- 0.006178815841674804,
116
- 0.006064127922058105,
117
- 0.005943264007568359,
118
- 0.006115327835083008,
119
- 0.006078464031219482,
120
- 0.005899263858795166,
121
- 0.005832672119140625,
122
- 0.005839871883392334,
123
- 0.005914624214172363,
124
- 0.0058716158866882326,
125
- 0.005873663902282715,
126
- 0.006330368041992188,
127
  0.006388735771179199,
128
- 0.006377471923828125,
129
- 0.006462463855743408,
130
- 0.00655353593826294,
131
- 0.006503424167633057,
132
- 0.006515711784362793,
133
- 0.006597631931304931,
134
- 0.0063272957801818845,
135
- 0.006157311916351318,
136
- 0.006713344097137451,
137
- 0.0064143362045288085,
138
- 0.006118400096893311,
139
- 0.006187007904052734,
140
- 0.006098944187164307,
141
- 0.006178815841674804,
142
- 0.006147071838378906,
143
- 0.006079487800598145,
144
- 0.006147007942199707,
145
- 0.006058015823364258,
146
- 0.006086656093597412,
147
- 0.005989376068115234,
148
- 0.006015999794006348,
149
- 0.0060405759811401364,
150
- 0.006094848155975342,
151
- 0.006033408164978027,
152
- 0.0061296639442443845,
153
- 0.006082560062408447,
154
- 0.006074368000030517,
155
- 0.006062079906463623,
156
- 0.006088704109191895,
157
- 0.006044672012329101,
158
- 0.006073344230651856,
159
- 0.006067200183868408,
160
- 0.0060631041526794435,
161
- 0.006078464031219482,
162
- 0.006078464031219482,
163
- 0.006089727878570556,
164
- 0.006086656093597412,
165
- 0.0061634559631347655,
166
- 0.006057983875274659,
167
- 0.006090752124786377,
168
- 0.006041600227355957,
169
- 0.006112256050109863,
170
- 0.006110208034515381,
171
- 0.00615008020401001,
172
- 0.006201344013214111,
173
- 0.005979135990142822,
174
- 0.006620160102844238,
175
- 0.0065781760215759275,
176
- 0.006266880035400391,
177
- 0.006196224212646485,
178
- 0.00618287992477417,
179
- 0.006153215885162353,
180
- 0.005912576198577881,
181
- 0.00586137580871582,
182
- 0.005879807949066162,
183
- 0.005970975875854492,
184
- 0.005910528182983398,
185
- 0.005943295955657959,
186
- 0.005888000011444092,
187
  0.0058716158866882326,
188
- 0.005853184223175049,
189
- 0.00586956787109375,
190
- 0.00653004789352417,
191
- 0.007256063938140869,
192
- 0.006643712043762207,
193
- 0.006213632106781006,
194
- 0.006120448112487793,
195
- 0.006156352043151856,
196
- 0.0062679038047790524,
197
- 0.006093823909759521,
198
- 0.006159359931945801,
199
- 0.006079487800598145,
200
- 0.006213632106781006,
201
- 0.006077439785003662,
202
- 0.006141952037811279,
203
- 0.0060702719688415525,
204
- 0.006149119853973388,
205
- 0.006072319984436035,
206
- 0.006170623779296875,
207
- 0.006079487800598145,
208
- 0.0061634559631347655
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
209
  ],
210
- "count": 161,
211
- "total": 0.9964265580177312,
212
- "mean": 0.006188984832408265,
213
- "p50": 0.0061562881469726565,
214
- "p90": 0.006462463855743408,
215
- "p95": 0.00653004789352417,
216
- "p99": 0.006905036830902102,
217
- "stdev": 0.00020573215187587887,
218
- "stdev_": 3.324166360831492
219
  },
220
  "throughput": {
221
  "unit": "samples/s",
222
- "value": 323.15477483918113
223
  },
224
  "energy": {
225
  "unit": "kWh",
226
- "cpu": 7.336367154493013e-08,
227
- "ram": 4.008698106086302e-08,
228
- "gpu": 1.577556131728355e-07,
229
- "total": 2.712062657786286e-07
230
  },
231
  "efficiency": {
232
  "unit": "samples/kWh",
233
- "value": 7374460.889603836
234
  }
235
  }
236
  }
 
2
  "load_model": {
3
  "memory": {
4
  "unit": "MB",
5
+ "max_ram": 817.483776,
6
  "max_global_vram": 1192.7552,
7
  "max_process_vram": 0.0,
8
  "max_reserved": 555.74528,
 
11
  "latency": {
12
  "unit": "s",
13
  "values": [
14
+ 0.09230028533935547
15
  ],
16
  "count": 1,
17
+ "total": 0.09230028533935547,
18
+ "mean": 0.09230028533935547,
19
+ "p50": 0.09230028533935547,
20
+ "p90": 0.09230028533935547,
21
+ "p95": 0.09230028533935547,
22
+ "p99": 0.09230028533935547,
23
  "stdev": 0,
24
  "stdev_": 0
25
  },
26
  "throughput": null,
27
  "energy": {
28
  "unit": "kWh",
29
+ "cpu": 9.648098572361319e-05,
30
+ "ram": 5.285972919885396e-05,
31
+ "gpu": 0.0001350239969079986,
32
+ "total": 0.0002843647118304657
33
  },
34
  "efficiency": null
35
  },
36
  "forward": {
37
  "memory": {
38
  "unit": "MB",
39
+ "max_ram": 1086.001152,
40
  "max_global_vram": 1205.338112,
41
  "max_process_vram": 0.0,
42
  "max_reserved": 557.842432,
 
45
  "latency": {
46
  "unit": "s",
47
  "values": [
48
+ 0.0064236159324646,
49
+ 0.006090752124786377,
50
+ 0.006120384216308594,
51
+ 0.006051839828491211,
52
+ 0.00608358383178711,
53
+ 0.006025184154510498,
54
+ 0.0059985918998718265,
55
+ 0.006002624034881592,
56
+ 0.006012928009033203,
57
+ 0.00601087999343872,
58
+ 0.006022143840789795,
59
+ 0.006023168087005615,
60
+ 0.006004735946655273,
61
+ 0.005892096042633056,
62
+ 0.005908480167388916,
63
+ 0.005913599967956543,
64
+ 0.005944320201873779,
65
+ 0.005960703849792481,
66
+ 0.006009856224060059,
67
+ 0.005988351821899414,
68
+ 0.006014976024627685,
69
+ 0.0060702719688415525,
70
+ 0.006306816101074219,
71
+ 0.00637337589263916,
72
+ 0.006311935901641846,
73
+ 0.006534143924713135,
74
+ 0.006388800144195557,
75
+ 0.006387775897979737,
76
+ 0.006404064178466797,
77
+ 0.0062740478515625,
78
+ 0.006260735988616943,
 
 
79
  0.0063211522102355954,
80
+ 0.006557695865631104,
81
+ 0.006446112155914307,
82
+ 0.006546432018280029,
83
+ 0.006142975807189942,
84
+ 0.006139904022216797,
85
+ 0.006040639877319336,
86
+ 0.006136832237243653,
 
 
 
87
  0.006100992202758789,
88
+ 0.006093823909759521,
89
+ 0.006042623996734619,
90
+ 0.006151167869567871,
91
+ 0.00618393611907959,
92
+ 0.006121471881866455,
93
+ 0.006299647808074951,
94
+ 0.006432767868041992,
95
+ 0.006453248023986816,
96
+ 0.0063640961647033695,
97
+ 0.006435840129852295,
98
+ 0.006418432235717773,
99
+ 0.006120448112487793,
100
+ 0.006061056137084961,
101
+ 0.006104063987731933,
102
+ 0.006182911872863769,
103
+ 0.006011903762817383,
104
+ 0.00619212818145752,
105
+ 0.006191103935241699,
106
  0.006203392028808594,
107
+ 0.006252543926239014,
108
+ 0.006262784004211426,
109
+ 0.0062156801223754886,
110
+ 0.006206463813781738,
111
+ 0.006362112045288086,
112
+ 0.006159359931945801,
113
+ 0.006108160018920898,
114
+ 0.006161407947540283,
115
+ 0.006096896171569824,
116
+ 0.006065152168273926,
117
+ 0.006053887844085694,
118
+ 0.006345727920532227,
119
+ 0.005895167827606201,
120
+ 0.006071296215057373,
121
+ 0.006239232063293457,
122
+ 0.005909440040588379,
123
+ 0.00586137580871582,
124
+ 0.006081535816192627,
125
  0.006196224212646485,
126
+ 0.006205440044403076,
127
+ 0.00613478422164917,
128
+ 0.0063610877990722655,
129
+ 0.0062986879348754885,
130
+ 0.006433728218078613,
131
+ 0.006429696083068847,
132
+ 0.006419456005096436,
133
+ 0.006453248023986816,
134
+ 0.006493184089660644,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
135
  0.006388735771179199,
136
+ 0.006344704151153564,
137
+ 0.006162432193756104,
138
+ 0.006109183788299561,
139
+ 0.006115359783172607,
140
+ 0.006144000053405762,
141
+ 0.00637440013885498,
142
+ 0.007258111953735351,
143
+ 0.006325247764587402,
144
+ 0.006022143840789795,
145
+ 0.005810175895690918,
146
+ 0.006171648025512695,
147
+ 0.006080512046813965,
148
+ 0.005994495868682862,
149
+ 0.006152128219604492,
150
+ 0.005921792030334472,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
151
  0.0058716158866882326,
152
+ 0.005825535774230957,
153
+ 0.005850111961364746,
154
+ 0.005815296173095703,
155
+ 0.005856256008148194,
156
+ 0.0058091521263122555,
157
+ 0.005836800098419189,
158
+ 0.005807168006896972,
159
+ 0.005847040176391601,
160
+ 0.005874688148498535,
161
+ 0.005944320201873779,
162
+ 0.006235136032104492,
163
+ 0.006046720027923584,
164
+ 0.0059361281394958495,
165
+ 0.006042623996734619,
166
+ 0.006188032150268555,
167
+ 0.0059688959121704105,
168
+ 0.005929984092712402,
169
+ 0.005929952144622803,
170
+ 0.005932032108306885,
171
+ 0.005954559803009033,
172
+ 0.005911551952362061,
173
+ 0.006052864074707031,
174
+ 0.005949440002441406,
175
+ 0.005960703849792481,
176
+ 0.005917695999145508,
177
+ 0.005953536033630371,
178
+ 0.0059351038932800295,
179
+ 0.005950463771820068,
180
+ 0.005923840045928955,
181
+ 0.0059688959121704105,
182
+ 0.005931007862091065,
183
+ 0.005958655834197998,
184
+ 0.005931007862091065,
185
+ 0.006273024082183838,
186
+ 0.005964799880981446,
187
+ 0.00597811222076416,
188
+ 0.005917695999145508,
189
+ 0.005949440002441406,
190
+ 0.006102015972137451,
191
+ 0.006281216144561768,
192
+ 0.006073344230651856,
193
+ 0.005967872142791748,
194
+ 0.005922815799713135,
195
+ 0.005984255790710449,
196
+ 0.006009888172149658,
197
+ 0.005988351821899414,
198
+ 0.005938176155090332,
199
+ 0.005959680080413818,
200
+ 0.006020095825195313,
201
+ 0.005960703849792481,
202
+ 0.005909503936767578,
203
+ 0.006060031890869141,
204
+ 0.005920767784118652,
205
+ 0.0059770879745483394,
206
+ 0.005917695999145508,
207
+ 0.005954559803009033,
208
+ 0.005944320201873779,
209
+ 0.005966847896575928,
210
+ 0.005909503936767578
211
  ],
212
+ "count": 163,
213
+ "total": 0.9951590399742125,
214
+ "mean": 0.006105270183890876,
215
+ "p50": 0.006060031890869141,
216
+ "p90": 0.006388787269592285,
217
+ "p95": 0.0064356289386749265,
218
+ "p99": 0.0065507122802734375,
219
+ "stdev": 0.00020433496425667258,
220
+ "stdev_": 3.3468619422580628
221
  },
222
  "throughput": {
223
  "unit": "samples/s",
224
+ "value": 327.58582990759703
225
  },
226
  "energy": {
227
  "unit": "kWh",
228
+ "cpu": 7.414629178385741e-08,
229
+ "ram": 4.051394038855226e-08,
230
+ "gpu": 1.6308346379999587e-07,
231
+ "total": 2.777436959724057e-07
232
  },
233
  "efficiency": {
234
  "unit": "samples/kWh",
235
+ "value": 7200883.5087969145
236
  }
237
  }
238
  }