Hugging Face's logo

Datasets:
optimum-benchmark
/
cuda

Dataset card Data Studio Files Community
IlyasMoutawwakil HF staff commited on
Commit
513e7f2
·
verified ·
1 Parent(s): beaa08b

Upload cuda_inference_transformers_image-classification_google/vit-base-patch16-224/benchmark_report.json with huggingface_hub

Browse files
Files changed (1) hide show
  1. cuda_inference_transformers_image-classification_google/vit-base-patch16-224/benchmark_report.json +176 -172
cuda_inference_transformers_image-classification_google/vit-base-patch16-224/benchmark_report.json CHANGED
@@ -2,7 +2,7 @@
2
  "forward": {
3
  "memory": {
4
  "unit": "MB",
5
- "max_ram": 912.039936,
6
  "max_global_vram": 1057.488896,
7
  "max_process_vram": 0.0,
8
  "max_reserved": 406.847488,
@@ -10,198 +10,202 @@
10
  },
11
  "latency": {
12
  "unit": "s",
13
- "count": 167,
14
- "total": 1.0003007645606996,
15
- "mean": 0.005989824937489218,
16
- "stdev": 0.00027359287305936874,
17
- "p50": 0.00591871976852417,
18
- "p90": 0.006308659076690674,
19
- "p95": 0.006365900802612305,
20
- "p99": 0.0069628107261657714,
21
  "values": [
22
- 0.006619135856628418,
23
- 0.00636518383026123,
24
- 0.006373407840728759,
25
- 0.006366208076477051,
26
- 0.006408160209655762,
27
- 0.006307839870452881,
28
- 0.006337535858154297,
29
- 0.006355967998504639,
30
- 0.006355967998504639,
31
- 0.006311999797821045,
32
- 0.006248447895050049,
33
- 0.006429696083068847,
34
- 0.006259712219238281,
35
- 0.0063272957801818845,
36
- 0.006291456222534179,
37
- 0.006153215885162353,
38
- 0.006252575874328614,
39
- 0.006172671794891358,
40
- 0.00623308801651001,
41
- 0.006231040000915527,
42
- 0.006295551776885986,
43
- 0.006293504238128662,
44
- 0.006290400028228759,
45
- 0.00628223991394043,
46
- 0.006220799922943115,
47
- 0.0062259202003479,
48
- 0.006239200115203857,
49
- 0.006309887886047363,
50
- 0.006266880035400391,
51
- 0.006230016231536865,
52
- 0.006270976066589356,
53
- 0.006237215995788574,
54
  0.0062494721412658695,
55
- 0.006210559844970703,
56
- 0.0062863359451293946,
57
- 0.006211584091186524,
58
- 0.0062873601913452145,
59
- 0.006268928050994873,
60
- 0.006106112003326416,
61
- 0.006157311916351318,
62
- 0.006188032150268555,
63
- 0.006276095867156982,
64
- 0.006214655876159668,
65
- 0.006184959888458252,
66
- 0.006210559844970703,
67
- 0.006178815841674804,
68
- 0.006269951820373535,
69
- 0.0062740478515625,
70
- 0.005984255790710449,
71
- 0.005971968173980713,
72
  0.005988351821899414,
73
- 0.005940224170684814,
74
- 0.0059351038932800295,
75
- 0.005863423824310303,
76
- 0.005928959846496582,
77
- 0.00591871976852417,
78
- 0.005949440002441406,
79
- 0.005893119812011719,
80
- 0.005976064205169678,
81
- 0.0059064321517944334,
82
- 0.0058757119178771975,
83
- 0.0059064640998840335,
84
- 0.005924863815307617,
85
- 0.005879807949066162,
86
- 0.0059391999244689945,
87
- 0.005929984092712402,
88
- 0.005988351821899414,
89
- 0.005836800098419189,
90
- 0.005867519855499268,
91
- 0.005849088191986084,
92
- 0.005957664012908936,
93
- 0.005911551952362061,
94
- 0.005873663902282715,
95
- 0.005867519855499268,
96
- 0.005843967914581299,
97
- 0.0059391999244689945,
98
- 0.0059361281394958495,
99
- 0.0060282878875732426,
100
- 0.005993472099304199,
101
- 0.0059658241271972655,
102
- 0.005962751865386963,
103
- 0.005979135990142822,
104
- 0.005920767784118652,
105
- 0.006103040218353272,
106
- 0.005963776111602783,
107
- 0.005844992160797119,
108
- 0.005932032108306885,
109
- 0.005900288105010986,
110
- 0.0057497601509094234,
111
- 0.005758975982666016,
112
- 0.005631999969482422,
113
- 0.005718976020812988,
114
- 0.005700607776641845,
115
- 0.005728256225585937,
116
- 0.005627903938293457,
117
- 0.0055808000564575196,
118
- 0.005612544059753418,
119
- 0.005596159934997558,
120
- 0.005700640201568604,
121
  0.005859327793121338,
122
- 0.006135807991027832,
123
- 0.0060364799499511715,
124
- 0.006131680011749268,
125
- 0.0061859841346740725,
126
- 0.006343679904937744,
127
- 0.007144447803497315,
128
- 0.0070256638526916505,
129
- 0.006930431842803955,
130
- 0.006704063892364502,
131
- 0.005958655834197998,
132
- 0.005892096042633056,
133
- 0.005904384136199951,
134
- 0.00591871976852417,
135
- 0.005830656051635743,
136
- 0.005883903980255127,
137
- 0.005853184223175049,
138
- 0.005863423824310303,
139
- 0.005804031848907471,
140
- 0.005855231761932373,
141
  0.005810175895690918,
 
 
 
 
 
 
 
 
 
142
  0.005831679821014404,
143
- 0.005814271926879883,
144
- 0.0058122239112854005,
145
- 0.005736447811126709,
146
- 0.005713920116424561,
147
- 0.005745664119720459,
148
- 0.0056934719085693355,
149
- 0.005765120029449463,
150
- 0.005752831935882568,
151
- 0.005726208209991455,
152
- 0.005745728015899659,
153
- 0.005738495826721191,
 
 
 
 
 
 
 
 
154
  0.005775360107421875,
155
- 0.005694464206695556,
156
- 0.005695487976074219,
157
- 0.005715968132019043,
158
- 0.005754879951477051,
159
- 0.005697535991668701,
160
- 0.005720064163208007,
161
- 0.00571289587020874,
162
- 0.005697535991668701,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
163
  0.005735424041748047,
164
- 0.005709792137145996,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
165
  0.005720064163208007,
166
- 0.005695487976074219,
167
- 0.0057712640762329105,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
168
  0.00570470380783081,
169
- 0.005708799839019775,
170
- 0.005831679821014404,
171
- 0.005717055797576904,
 
 
 
 
172
  0.005731328010559082,
173
- 0.005679103851318359,
174
- 0.005745728015899659,
175
- 0.005765120029449463,
176
- 0.005816319942474365,
177
- 0.005805056095123291,
178
- 0.0058204479217529295,
179
- 0.005829631805419922,
180
- 0.005793791770935058,
181
- 0.005824512004852295,
182
- 0.005808127880096436,
183
- 0.005807104110717773,
184
- 0.005760000228881836,
185
- 0.005830656051635743,
186
- 0.005775360107421875,
187
- 0.005774335861206055,
188
- 0.005805056095123291
189
  ]
190
  },
191
  "throughput": {
192
  "unit": "samples/s",
193
- "value": 166.94978742052763
194
  },
195
  "energy": {
196
  "unit": "kWh",
197
- "cpu": 6.67870853947343e-08,
198
- "ram": 3.651724991664451e-08,
199
- "gpu": 3.439234961123618e-07,
200
- "total": 4.472278314237406e-07
201
  },
202
  "efficiency": {
203
  "unit": "samples/kWh",
204
- "value": 2235996.800146629
205
  }
206
  }
207
  }
 
2
  "forward": {
3
  "memory": {
4
  "unit": "MB",
5
+ "max_ram": 912.007168,
6
  "max_global_vram": 1057.488896,
7
  "max_process_vram": 0.0,
8
  "max_reserved": 406.847488,
 
10
  },
11
  "latency": {
12
  "unit": "s",
13
+ "count": 171,
14
+ "total": 0.996670401573181,
15
+ "mean": 0.005828481880544919,
16
+ "stdev": 0.00016089225625755239,
17
+ "p50": 0.005784575939178467,
18
+ "p90": 0.006093823909759521,
19
+ "p95": 0.006151679992675781,
20
+ "p99": 0.0063618048667907715,
21
  "values": [
22
+ 0.006396927833557129,
23
+ 0.006180863857269287,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
24
  0.0062494721412658695,
25
+ 0.0062197761535644535,
26
+ 0.006205440044403076,
27
+ 0.006227968215942382,
28
+ 0.005917695999145508,
29
+ 0.005905471801757813,
30
+ 0.005819392204284668,
31
+ 0.005827583789825439,
32
+ 0.005819392204284668,
 
 
 
 
 
 
 
 
 
33
  0.005988351821899414,
34
+ 0.005792768001556397,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
35
  0.005859327793121338,
36
+ 0.0058091521263122555,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
37
  0.005810175895690918,
38
+ 0.00571289587020874,
39
+ 0.005676032066345215,
40
+ 0.005718016147613526,
41
+ 0.00577023983001709,
42
+ 0.006093823909759521,
43
+ 0.005823488235473633,
44
+ 0.005882880210876465,
45
+ 0.005824512004852295,
46
+ 0.005889023780822754,
47
  0.005831679821014404,
48
+ 0.005789696216583252,
49
+ 0.005768191814422607,
50
+ 0.0057918400764465335,
51
+ 0.005850111961364746,
52
+ 0.005850111961364746,
53
+ 0.0058429441452026365,
54
+ 0.005825535774230957,
55
+ 0.005839871883392334,
56
+ 0.005814239978790283,
57
+ 0.005795839786529541,
58
+ 0.0057794561386108395,
59
+ 0.005853184223175049,
60
+ 0.005837823867797852,
61
+ 0.005843967914581299,
62
+ 0.005801983833312988,
63
+ 0.005702655792236328,
64
+ 0.005661695957183838,
65
+ 0.00570470380783081,
66
+ 0.005747712135314941,
67
  0.005775360107421875,
68
+ 0.005684224128723145,
69
+ 0.005891071796417236,
70
+ 0.0061296639442443845,
71
+ 0.006032383918762207,
72
+ 0.0061296639442443845,
73
+ 0.006144000053405762,
74
+ 0.006128640174865723,
75
+ 0.005808127880096436,
76
+ 0.005836800098419189,
77
+ 0.005794816017150879,
78
+ 0.0057794561386108395,
79
+ 0.005747712135314941,
80
+ 0.005834752082824707,
81
+ 0.00582041597366333,
82
+ 0.005796864032745362,
83
+ 0.005780479907989502,
84
+ 0.005837855815887451,
85
+ 0.005751872062683105,
86
+ 0.005746687889099121,
87
+ 0.005740543842315674,
88
+ 0.005790719985961914,
89
+ 0.005784607887268066,
90
+ 0.005758944034576416,
91
+ 0.005853184223175049,
92
+ 0.005851136207580566,
93
+ 0.0057292799949646,
94
+ 0.005684224128723145,
95
+ 0.005760000228881836,
96
+ 0.005755904197692871,
97
  0.005735424041748047,
98
+ 0.005784575939178467,
99
+ 0.005746687889099121,
100
+ 0.005834752082824707,
101
+ 0.005731328010559082,
102
+ 0.005776319980621338,
103
+ 0.005832704067230224,
104
+ 0.005900288105010986,
105
+ 0.005818272113800049,
106
+ 0.006148096084594727,
107
+ 0.006669312000274658,
108
+ 0.006346752166748047,
109
+ 0.006090752124786377,
110
+ 0.006155263900756836,
111
+ 0.005988351821899414,
112
+ 0.006094848155975342,
113
+ 0.006069248199462891,
114
+ 0.005966847896575928,
115
+ 0.005948416233062744,
116
+ 0.0057784318923950195,
117
+ 0.005803008079528809,
118
+ 0.005996543884277344,
119
+ 0.006136832237243653,
120
+ 0.005798912048339844,
121
+ 0.005750783920288086,
122
+ 0.005783552169799804,
123
+ 0.005750783920288086,
124
+ 0.005912511825561523,
125
+ 0.005814271926879883,
126
+ 0.005943391799926758,
127
+ 0.00587059211730957,
128
+ 0.005923840045928955,
129
+ 0.006012928009033203,
130
+ 0.006136832237243653,
131
+ 0.005817344188690185,
132
+ 0.005827583789825439,
133
+ 0.005768191814422607,
134
+ 0.005866496086120605,
135
+ 0.005766143798828125,
136
+ 0.005784512042999268,
137
+ 0.005860352039337159,
138
+ 0.005755871772766113,
139
+ 0.005772287845611572,
140
+ 0.005732351779937744,
141
+ 0.005760000228881836,
142
+ 0.00572108793258667,
143
+ 0.005791744232177734,
144
+ 0.00571289587020874,
145
+ 0.00568832015991211,
146
+ 0.00573747205734253,
147
+ 0.005681151866912842,
148
  0.005720064163208007,
149
+ 0.005700607776641845,
150
+ 0.005732351779937744,
151
+ 0.005705728054046631,
152
+ 0.005713920116424561,
153
+ 0.005720064163208007,
154
+ 0.005691391944885254,
155
+ 0.005730303764343261,
156
+ 0.005698560237884521,
157
+ 0.00572211217880249,
158
+ 0.005724160194396972,
159
+ 0.005706751823425293,
160
+ 0.00572211217880249,
161
+ 0.005605343818664551,
162
+ 0.0057292799949646,
163
+ 0.005703680038452149,
164
+ 0.005650432109832764,
165
+ 0.00567193603515625,
166
+ 0.0056483840942382815,
167
+ 0.0056145920753479005,
168
+ 0.005818367958068848,
169
+ 0.005656576156616211,
170
+ 0.0056258559226989744,
171
+ 0.005753856182098388,
172
+ 0.005717919826507568,
173
+ 0.0057118721008300784,
174
+ 0.005815296173095703,
175
+ 0.005692416191101074,
176
+ 0.005738495826721191,
177
+ 0.005710847854614258,
178
+ 0.005726208209991455,
179
+ 0.0057077760696411135,
180
+ 0.005733376026153565,
181
  0.00570470380783081,
182
+ 0.0057415680885314945,
183
+ 0.005725183963775635,
184
+ 0.005713920116424561,
185
+ 0.00572211217880249,
186
+ 0.005797887802124023,
187
+ 0.00572211217880249,
188
+ 0.00572108793258667,
189
  0.005731328010559082,
190
+ 0.005739583969116211,
191
+ 0.0057077760696411135,
192
+ 0.005713920116424561
 
 
 
 
 
 
 
 
 
 
 
 
 
193
  ]
194
  },
195
  "throughput": {
196
  "unit": "samples/s",
197
+ "value": 171.57126340873305
198
  },
199
  "energy": {
200
  "unit": "kWh",
201
+ "cpu": 6.844921339125861e-08,
202
+ "ram": 3.701333939950148e-08,
203
+ "gpu": 3.714875987771407e-07,
204
+ "total": 4.769501515679007e-07
205
  },
206
  "efficiency": {
207
  "unit": "samples/kWh",
208
+ "value": 2096655.167657779
209
  }
210
  }
211
  }