Hugging Face's logo

Datasets:
optimum-benchmark
/
cuda

Dataset card Data Studio Files Community
IlyasMoutawwakil HF staff commited on
Commit
1d0225d
·
verified ·
1 Parent(s): b49c79d

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 +161 -156
cuda_inference_transformers_text-classification_FacebookAI/roberta-base/benchmark_report.json CHANGED
@@ -2,7 +2,7 @@
2
  "forward": {
3
  "memory": {
4
  "unit": "MB",
5
- "max_ram": 903.12704,
6
  "max_global_vram": 1195.900928,
7
  "max_process_vram": 0.0,
8
  "max_reserved": 555.74528,
@@ -10,174 +10,179 @@
10
  },
11
  "latency": {
12
  "unit": "s",
13
- "count": 143,
14
- "total": 0.998810495376587,
15
- "mean": 0.0069846887788572514,
16
- "stdev": 0.00032154209428018264,
17
- "p50": 0.006810624122619629,
18
- "p90": 0.00735416316986084,
19
- "p95": 0.007607193470001222,
20
- "p99": 0.008160090255737305,
21
  "values": [
22
- 0.007622655868530274,
23
- 0.007378943920135498,
24
- 0.007388160228729248,
25
- 0.007387135982513428,
26
- 0.007355391979217529,
27
- 0.007650303840637207,
28
- 0.007486464023590088,
29
- 0.0072468481063842774,
30
- 0.007245855808258057,
31
- 0.007472127914428711,
32
- 0.007173120021820068,
33
- 0.0066826238632202144,
34
- 0.006656000137329102,
35
- 0.006746111869812011,
36
- 0.006746111869812011,
37
- 0.006758336067199707,
38
- 0.006772736072540283,
39
- 0.006790143966674805,
40
- 0.0067051520347595215,
41
- 0.006894591808319092,
42
- 0.0072837119102478025,
43
- 0.007620607852935791,
44
- 0.006810624122619629,
45
- 0.006748159885406494,
46
- 0.00688640022277832,
47
- 0.006762495994567871,
48
- 0.006723584175109864,
49
- 0.006770688056945801,
50
- 0.0068023681640625,
51
- 0.0066631040573120115,
52
- 0.006681600093841553,
53
- 0.006672383785247803,
54
- 0.00703385591506958,
55
- 0.007181312084197998,
56
- 0.007204864025115967,
57
- 0.007304192066192627,
58
- 0.007209983825683594,
59
- 0.0072130560874938965,
60
- 0.007111680030822754,
61
- 0.007129087924957276,
62
- 0.007189504146575928,
63
- 0.007360447883605957,
64
- 0.007349247932434082,
65
- 0.007158783912658692,
66
- 0.007085055828094483,
67
- 0.007214079856872559,
68
- 0.00714137601852417,
69
- 0.007196671962738037,
70
- 0.007091263771057129,
71
- 0.007229407787322998,
72
- 0.007169023990631103,
73
- 0.007138304233551026,
74
- 0.007285759925842285,
75
- 0.007328767776489258,
76
- 0.0071485438346862796,
77
- 0.007259136199951172,
78
- 0.007255040168762207,
79
- 0.007260159969329834,
80
- 0.007145472049713135,
81
- 0.007231488227844239,
82
- 0.007137279987335205,
83
- 0.00714035177230835,
84
- 0.007250944137573242,
85
- 0.0071823358535766605,
86
  0.006964223861694336,
87
- 0.006945792198181152,
88
- 0.00729804801940918,
89
- 0.007066624164581299,
90
- 0.006858751773834228,
91
- 0.006847487926483154,
92
- 0.007039999961853028,
93
- 0.007062528133392334,
94
- 0.008080384254455567,
95
- 0.008113151550292968,
96
- 0.008194080352783203,
97
- 0.008245247840881348,
98
- 0.007823359966278077,
99
- 0.0068986878395080565,
100
- 0.006793216228485107,
101
- 0.006967296123504638,
102
- 0.006809599876403808,
103
- 0.006796288013458252,
104
- 0.006766592025756836,
105
- 0.006858751773834228,
106
- 0.006834176063537598,
107
- 0.0067870721817016606,
108
- 0.006813727855682373,
109
- 0.006806528091430664,
110
- 0.006780960083007812,
111
- 0.006779903888702392,
112
- 0.006811647891998291,
113
- 0.006767615795135498,
114
- 0.006770624160766602,
115
- 0.006919167995452881,
116
- 0.006790143966674805,
117
- 0.0067276802062988285,
118
- 0.006744063854217529,
119
- 0.006739967823028564,
120
- 0.006751232147216797,
121
- 0.006726655960083008,
122
- 0.006776832103729248,
123
- 0.006732800006866455,
124
- 0.006717440128326416,
125
- 0.00675328016281128,
126
- 0.006762495994567871,
127
- 0.006881279945373535,
128
- 0.006767615795135498,
129
- 0.0067645440101623535,
130
- 0.006748159885406494,
131
- 0.006739967823028564,
132
- 0.0067420158386230465,
133
- 0.00673689603805542,
134
- 0.00672870397567749,
135
- 0.006751232147216797,
136
- 0.006748159885406494,
137
- 0.006724607944488525,
138
- 0.006788095951080322,
139
- 0.006760447978973389,
140
- 0.006731776237487793,
141
- 0.006778880119323731,
142
- 0.006914048194885254,
143
- 0.006748159885406494,
144
  0.006747136116027832,
145
- 0.006761472225189209,
146
- 0.006917119979858399,
147
- 0.006731776237487793,
148
- 0.006773759841918945,
149
- 0.006749184131622315,
150
- 0.0067420477867126466,
151
- 0.006766592025756836,
152
- 0.0067573761940002445,
153
- 0.006752255916595459,
154
- 0.006739967823028564,
155
- 0.006770688056945801,
156
- 0.00676966381072998,
157
- 0.006739967823028564,
158
- 0.006758399963378906,
159
- 0.006729728221893311,
160
- 0.006726655960083008,
161
- 0.006916096210479736,
162
- 0.0067573761940002445,
163
- 0.0067420158386230465,
164
- 0.006761472225189209
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
165
  ]
166
  },
167
  "throughput": {
168
  "unit": "samples/s",
169
- "value": 143.17030173585024
170
  },
171
  "energy": {
172
  "unit": "kWh",
173
- "cpu": 7.938997502680178e-08,
174
- "ram": 4.3406070214671727e-08,
175
- "gpu": 1.4052789020000017e-07,
176
- "total": 2.633239354414737e-07
177
  },
178
  "efficiency": {
179
  "unit": "samples/kWh",
180
- "value": 3797603.8840656765
181
  }
182
  }
183
  }
 
2
  "forward": {
3
  "memory": {
4
  "unit": "MB",
5
+ "max_ram": 902.893568,
6
  "max_global_vram": 1195.900928,
7
  "max_process_vram": 0.0,
8
  "max_reserved": 555.74528,
 
10
  },
11
  "latency": {
12
  "unit": "s",
13
+ "count": 148,
14
+ "total": 0.9955483527183534,
15
+ "mean": 0.0067266780589077925,
16
+ "stdev": 0.00024365844405297647,
17
+ "p50": 0.006641663789749145,
18
+ "p90": 0.007048191785812378,
19
+ "p95": 0.007113983964920044,
20
+ "p99": 0.007179817018508911,
21
  "values": [
22
+ 0.0075038719177246095,
23
+ 0.007130112171173096,
24
+ 0.007188479900360107,
25
+ 0.007170048236846924,
26
+ 0.007097343921661377,
27
+ 0.007110655784606934,
28
+ 0.0071157760620117185,
29
+ 0.007126016139984131,
30
+ 0.006982656002044678,
31
+ 0.007126016139984131,
32
+ 0.007041024208068848,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
33
  0.006964223861694336,
34
+ 0.006906879901885986,
35
+ 0.00694271993637085,
36
+ 0.006980607986450196,
37
+ 0.007074816226959229,
38
+ 0.007087135791778564,
39
+ 0.0069253120422363285,
40
+ 0.006940608024597168,
41
+ 0.00704307222366333,
42
+ 0.007028736114501953,
43
+ 0.006973440170288086,
44
+ 0.007001088142395019,
45
+ 0.006998015880584717,
46
+ 0.0070225920677185055,
47
+ 0.00694271993637085,
48
+ 0.006993919849395752,
49
+ 0.006960127830505371,
50
+ 0.006904863834381104,
51
+ 0.006887423992156983,
52
+ 0.006922239780426025,
53
+ 0.006932544231414795,
54
+ 0.006959104061126709,
55
+ 0.0069632000923156735,
56
+ 0.007131135940551757,
57
+ 0.007078911781311035,
58
+ 0.007045119762420654,
59
+ 0.00693452787399292,
60
+ 0.006884352207183838,
61
+ 0.007021567821502686,
62
+ 0.006988800048828125,
63
+ 0.006975488185882568,
64
+ 0.0069621758460998535,
65
+ 0.006903808116912841,
66
+ 0.006918144226074219,
67
+ 0.006939648151397705,
68
+ 0.0070553598403930665,
69
+ 0.0066406397819519045,
70
+ 0.006699007987976074,
71
+ 0.006681568145751953,
72
+ 0.0066620478630065915,
73
+ 0.006645760059356689,
74
+ 0.006662144184112549,
75
+ 0.006737919807434082,
76
+ 0.006802432060241699,
77
+ 0.0067010560035705566,
 
 
 
 
 
 
 
 
 
 
 
 
 
78
  0.006747136116027832,
79
+ 0.0067021121978759765,
80
+ 0.006711296081542969,
81
+ 0.0066406397819519045,
82
+ 0.006700992107391357,
83
+ 0.006635519981384277,
84
+ 0.0066938881874084475,
85
+ 0.006542335987091064,
86
+ 0.006460383892059326,
87
+ 0.006618112087249756,
88
+ 0.006642687797546387,
89
+ 0.00638976001739502,
90
+ 0.006322207927703857,
91
+ 0.006378496170043945,
92
+ 0.006359039783477783,
93
+ 0.006419424057006836,
94
+ 0.006843391895294189,
95
+ 0.006881279945373535,
96
+ 0.006909952163696289,
97
+ 0.006947840213775635,
98
+ 0.006973440170288086,
99
+ 0.007096320152282715,
100
+ 0.006957056045532227,
101
+ 0.006754303932189941,
102
+ 0.0065781760215759275,
103
+ 0.0066406397819519045,
104
+ 0.006818816184997558,
105
+ 0.006631423950195312,
106
+ 0.006636576175689697,
107
+ 0.006617087841033936,
108
+ 0.006567935943603515,
109
+ 0.00632422399520874,
110
+ 0.0062638077735900875,
111
+ 0.006326272010803223,
112
+ 0.006351871967315674,
113
+ 0.006301695823669433,
114
+ 0.006329343795776367,
115
+ 0.006291456222534179,
116
+ 0.006334464073181153,
117
+ 0.006347775936126709,
118
+ 0.0063396477699279785,
119
+ 0.006328320026397705,
120
+ 0.006311935901641846,
121
+ 0.006796288013458252,
122
+ 0.006666240215301514,
123
+ 0.00658841609954834,
124
+ 0.0065823040008544925,
125
+ 0.006624320030212402,
126
+ 0.00657919979095459,
127
+ 0.006543360233306885,
128
+ 0.006688799858093262,
129
+ 0.006560768127441406,
130
+ 0.00653926420211792,
131
+ 0.006595583915710449,
132
+ 0.006519807815551758,
133
+ 0.00658841609954834,
134
+ 0.0065853757858276366,
135
+ 0.006510591983795166,
136
+ 0.006598656177520752,
137
+ 0.006616064071655273,
138
+ 0.006525951862335205,
139
+ 0.006586368083953857,
140
+ 0.00653926420211792,
141
+ 0.006551551818847656,
142
+ 0.006574079990386963,
143
+ 0.006554624080657959,
144
+ 0.0065771517753601075,
145
+ 0.006595583915710449,
146
+ 0.006621183872222901,
147
+ 0.006549503803253174,
148
+ 0.006593535900115967,
149
+ 0.006567935943603515,
150
+ 0.006620160102844238,
151
+ 0.006631423950195312,
152
+ 0.006551551818847656,
153
+ 0.006687744140625,
154
+ 0.006598656177520752,
155
+ 0.006573056221008301,
156
+ 0.006608895778656006,
157
+ 0.006604800224304199,
158
+ 0.006545407772064209,
159
+ 0.0066007041931152345,
160
+ 0.006560768127441406,
161
+ 0.006543360233306885,
162
+ 0.006598656177520752,
163
+ 0.006555647850036621,
164
+ 0.0065710082054138185,
165
+ 0.006601727962493896,
166
+ 0.0065771517753601075,
167
+ 0.006556672096252441,
168
+ 0.006620160102844238,
169
+ 0.006632512092590332
170
  ]
171
  },
172
  "throughput": {
173
  "unit": "samples/s",
174
+ "value": 148.66178985268243
175
  },
176
  "energy": {
177
  "unit": "kWh",
178
+ "cpu": 7.774303724736342e-08,
179
+ "ram": 4.2504939412626257e-08,
180
+ "gpu": 1.3724230296732527e-07,
181
+ "total": 2.5749027962731495e-07
182
  },
183
  "efficiency": {
184
  "unit": "samples/kWh",
185
+ "value": 3883641.749301664
186
  }
187
  }
188
  }