Hugging Face's logo

Datasets:
optimum-benchmark
/
cuda

Dataset card Data Studio Files Community
IlyasMoutawwakil HF staff commited on
Commit
08005fc
·
verified ·
1 Parent(s): 1edbb2a

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 +192 -196
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": 876.429312,
6
  "max_global_vram": 1057.488896,
7
  "max_process_vram": 0.0,
8
  "max_reserved": 406.847488,
@@ -10,225 +10,221 @@
10
  },
11
  "latency": {
12
  "unit": "s",
13
- "count": 194,
14
- "total": 0.9983068809509279,
15
- "mean": 0.005145911757479009,
16
- "stdev": 0.0002323084753640411,
17
- "p50": 0.005147135972976684,
18
- "p90": 0.005270812988281251,
19
- "p95": 0.005705523014068604,
20
- "p99": 0.005970276036262511,
21
  "values": [
22
- 0.006070240020751953,
23
- 0.005656576156616211,
24
- 0.005790719985961914,
25
- 0.005710847854614258,
26
- 0.005756927967071533,
27
- 0.005715968132019043,
28
- 0.005691391944885254,
29
- 0.00572211217880249,
30
- 0.005962751865386963,
31
- 0.005187583923339844,
32
- 0.005083136081695557,
33
- 0.005038080215454102,
34
- 0.005087232112884522,
35
- 0.0049827837944030765,
36
- 0.004941823959350586,
37
- 0.00496127986907959,
38
- 0.004944896221160889,
39
- 0.004943871974945068,
40
- 0.0049459199905395506,
41
- 0.004919328212738037,
42
- 0.004946944236755371,
43
- 0.00493779182434082,
44
- 0.004947968006134033,
45
- 0.004937727928161621,
46
- 0.004928512096405029,
47
- 0.004924416065216064,
48
- 0.00495411205291748,
49
- 0.004934656143188477,
50
- 0.00491212797164917,
51
- 0.0049192957878112795,
52
- 0.0049489917755126955,
53
- 0.004932608127593994,
54
- 0.004944896221160889,
55
- 0.0049203200340270994,
56
- 0.0049500160217285155,
57
- 0.004941823959350586,
58
- 0.004908031940460205,
59
- 0.004921343803405762,
60
- 0.004908031940460205,
61
- 0.004946944236755371,
62
- 0.004904960155487061,
63
- 0.004931583881378174,
64
- 0.0049203519821166995,
65
- 0.004957183837890625,
66
- 0.004929535865783692,
67
- 0.0049162240028381345,
68
- 0.004931583881378174,
69
- 0.004988927841186524,
70
- 0.004957183837890625,
71
- 0.004932608127593994,
72
- 0.004929535865783692,
73
- 0.004924416065216064,
74
- 0.004943871974945068,
75
- 0.004941823959350586,
76
- 0.005007359981536865,
77
- 0.004939775943756103,
78
- 0.004958208084106445,
79
- 0.005093376159667969,
80
- 0.0050063362121582035,
81
- 0.004935679912567138,
82
- 0.004967423915863037,
83
- 0.0049387521743774416,
84
- 0.004927487850189209,
85
- 0.004914175987243652,
86
- 0.004976640224456787,
87
- 0.004923423767089844,
88
- 0.004937727928161621,
89
- 0.004873216152191162,
90
- 0.004896768093109131,
91
- 0.0048752641677856446,
92
- 0.004851712226867676,
93
- 0.0048568320274353025,
94
- 0.0048568320274353025,
95
- 0.004887551784515381,
96
- 0.005039103984832764,
97
- 0.00515174388885498,
98
- 0.005180416107177735,
99
- 0.005212160110473632,
100
- 0.005156864166259765,
101
- 0.005188608169555664,
102
- 0.005200960159301758,
103
- 0.005173247814178467,
104
- 0.005175295829772949,
105
- 0.005224448204040527,
106
  0.005175295829772949,
107
- 0.005178368091583252,
108
- 0.005203904151916504,
109
- 0.005150720119476319,
110
- 0.0051435518264770505,
111
- 0.005165056228637695,
112
- 0.00516096019744873,
113
- 0.00515174388885498,
114
- 0.0051578559875488286,
115
- 0.00517632007598877,
116
- 0.005141503810882568,
117
- 0.005150720119476319,
118
- 0.005174272060394287,
119
- 0.005181439876556396,
120
  0.005171199798583984,
121
- 0.005127168178558349,
122
- 0.005197824001312256,
123
- 0.005146624088287354,
124
- 0.005165056228637695,
125
- 0.005193727970123291,
126
- 0.005165056228637695,
127
- 0.005178368091583252,
128
- 0.005174272060394287,
129
- 0.005202943801879883,
130
- 0.00516096019744873,
131
- 0.005411871910095215,
132
- 0.005921792030334472,
133
- 0.00638156795501709,
134
- 0.005702655792236328,
135
- 0.00562988805770874,
136
- 0.005879807949066162,
137
- 0.00522547197341919,
138
- 0.005197824001312256,
139
- 0.005175295829772949,
140
- 0.0051363520622253415,
141
- 0.00516812801361084,
142
- 0.005222400188446045,
143
- 0.005204991817474365,
144
- 0.005169151782989502,
 
 
 
145
  0.005216256141662597,
146
- 0.005178368091583252,
147
- 0.005132287979125977,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
148
  0.005202943801879883,
149
- 0.005172192096710205,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
150
  0.005161983966827393,
151
- 0.0051476478576660155,
152
- 0.005224448204040527,
153
- 0.005157887935638428,
154
  0.005155839920043945,
155
- 0.005185535907745361,
156
- 0.0051363840103149415,
157
- 0.0051363840103149415,
158
- 0.005163072109222412,
159
- 0.005153791904449463,
160
- 0.005129151821136475,
161
- 0.005119999885559082,
162
- 0.005195839881896973,
163
  0.005137407779693603,
164
- 0.005208064079284668,
165
- 0.00517632007598877,
166
- 0.005138432025909424,
167
- 0.005224448204040527,
168
- 0.005167103767395019,
169
- 0.005173247814178467,
170
- 0.005128191947937012,
171
- 0.005156864166259765,
172
- 0.005250048160552978,
173
- 0.0051374402046203615,
174
- 0.005149695873260498,
175
- 0.005182464122772217,
176
- 0.0051344318389892575,
177
- 0.005138432025909424,
178
  0.005142528057098389,
179
- 0.0051773438453674315,
180
- 0.00517632007598877,
181
- 0.005146624088287354,
182
- 0.005179391860961914,
183
- 0.005416959762573242,
184
  0.005157887935638428,
185
- 0.005279712200164795,
186
- 0.0051660799980163576,
187
- 0.005615615844726562,
188
- 0.00537497615814209,
189
- 0.0052070398330688475,
190
- 0.005131264209747314,
191
- 0.0052899842262268066,
192
  0.005125120162963868,
193
- 0.00515174388885498,
194
- 0.005161983966827393,
195
- 0.00517628812789917,
196
- 0.005141439914703369,
197
- 0.005153791904449463,
198
- 0.005186560153961181,
199
- 0.005138432025909424,
200
- 0.005141503810882568,
201
- 0.005150720119476319,
202
- 0.005137407779693603,
203
- 0.005108736038208008,
204
- 0.005137407779693603,
205
- 0.005154816150665284,
206
- 0.005152768135070801,
207
  0.005114880084991455,
208
- 0.00522547197341919,
209
- 0.005121024131774903,
210
- 0.005132287979125977,
211
  0.005144576072692871,
212
- 0.005171199798583984,
213
- 0.005124095916748047,
 
 
 
 
 
 
 
 
 
 
 
 
214
  0.005115903854370117,
215
- 0.005165056228637695
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
216
  ]
217
  },
218
  "throughput": {
219
  "unit": "samples/s",
220
- "value": 194.3290221692223
221
  },
222
  "energy": {
223
  "unit": "kWh",
224
- "cpu": 5.929572368735698e-08,
225
- "ram": 3.232644614147123e-08,
226
- "gpu": 3.2979573094527667e-07,
227
- "total": 4.214179007741048e-07
228
  },
229
  "efficiency": {
230
  "unit": "samples/kWh",
231
- "value": 2372941.439277009
232
  }
233
  }
234
  }
 
2
  "forward": {
3
  "memory": {
4
  "unit": "MB",
5
+ "max_ram": 876.765184,
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": 190,
14
+ "total": 0.9988269410133366,
15
+ "mean": 0.00525698390007019,
16
+ "stdev": 0.000327288634615419,
17
+ "p50": 0.00516761589050293,
18
+ "p90": 0.005472972726821899,
19
+ "p95": 0.005586124873161315,
20
+ "p99": 0.007265341396331787,
21
  "values": [
22
+ 0.007789567947387695,
23
+ 0.007307263851165771,
24
+ 0.007260159969329834,
25
+ 0.006461440086364746,
26
+ 0.005675007820129394,
27
+ 0.005606400012969971,
28
+ 0.005553152084350586,
29
+ 0.005658624172210694,
30
+ 0.0055582718849182125,
31
+ 0.0056852478981018065,
32
+ 0.005441535949707031,
33
+ 0.005471231937408447,
34
+ 0.0057118721008300784,
35
+ 0.005470208168029785,
36
+ 0.005396480083465576,
37
+ 0.005350399971008301,
38
+ 0.005392320156097412,
39
+ 0.005459968090057373,
40
+ 0.005534719944000244,
41
+ 0.005540863990783691,
42
+ 0.005561344146728516,
43
+ 0.005262335777282715,
44
+ 0.005241856098175048,
45
+ 0.005216191768646241,
46
+ 0.005246975898742676,
47
+ 0.005282815933227539,
48
+ 0.005315584182739258,
49
+ 0.005536767959594726,
50
+ 0.005294047832489014,
51
+ 0.005338111877441406,
52
+ 0.005242879867553711,
53
+ 0.005298175811767578,
54
+ 0.005256192207336426,
55
+ 0.005250048160552978,
56
+ 0.005276671886444092,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
57
  0.005175295829772949,
58
+ 0.005132287979125977,
59
+ 0.005107711791992187,
 
 
 
 
 
 
 
 
 
 
 
60
  0.005171199798583984,
61
+ 0.005206016063690186,
62
+ 0.00511897611618042,
63
+ 0.005264383792877197,
64
+ 0.005237760066986084,
65
+ 0.005305344104766845,
66
+ 0.005327871799468994,
67
+ 0.005325888156890869,
68
+ 0.005331967830657959,
69
+ 0.005339168071746826,
70
+ 0.005668863773345947,
71
+ 0.005504000186920166,
72
+ 0.005488639831542969,
73
+ 0.005293119907379151,
74
+ 0.005314559936523438,
75
+ 0.005235712051391602,
76
+ 0.0052705278396606445,
77
+ 0.005238783836364746,
78
+ 0.005195775985717774,
79
+ 0.005149695873260498,
80
+ 0.005183487892150879,
81
+ 0.005235712051391602,
82
+ 0.005280767917633057,
83
+ 0.005242879867553711,
84
+ 0.005187583923339844,
85
+ 0.005208064079284668,
86
+ 0.005191679954528809,
87
+ 0.005241856098175048,
88
  0.005216256141662597,
89
+ 0.005190656185150146,
90
+ 0.005234687805175781,
91
+ 0.005241856098175048,
92
+ 0.005327839851379395,
93
+ 0.00535859203338623,
94
+ 0.005299200057983398,
95
+ 0.005312511920928955,
96
+ 0.005291039943695068,
97
+ 0.005234687805175781,
98
+ 0.005259263992309571,
99
+ 0.005213183879852295,
100
+ 0.005220352172851562,
101
+ 0.005277664184570313,
102
+ 0.005142528057098389,
103
+ 0.005131264209747314,
104
+ 0.005126143932342529,
105
+ 0.005028863906860351,
106
+ 0.0049530878067016604,
107
+ 0.005164031982421875,
108
+ 0.005130239963531494,
109
+ 0.005116928100585938,
110
+ 0.004983808040618896,
111
+ 0.004981760025024414,
112
+ 0.004981760025024414,
113
+ 0.004933631896972656,
114
+ 0.00497049617767334,
115
+ 0.004966400146484375,
116
+ 0.005231616020202637,
117
+ 0.005222400188446045,
118
+ 0.005280767917633057,
119
+ 0.0053012480735778805,
120
+ 0.005422080039978027,
121
+ 0.0055552000999450684,
122
+ 0.005191743850708008,
123
+ 0.005172224044799805,
124
+ 0.005189631938934326,
125
+ 0.005172224044799805,
126
+ 0.005246975898742676,
127
+ 0.005210048198699952,
128
  0.005202943801879883,
129
+ 0.005272575855255127,
130
+ 0.005173312187194824,
131
+ 0.005139455795288086,
132
+ 0.005122047901153564,
133
+ 0.0051404800415039064,
134
+ 0.005150720119476319,
135
+ 0.005124095916748047,
136
+ 0.005114880084991455,
137
+ 0.005145599842071533,
138
+ 0.005127168178558349,
139
+ 0.005098495960235596,
140
+ 0.005108736038208008,
141
+ 0.005144576072692871,
142
+ 0.005098495960235596,
143
+ 0.005106624126434326,
144
  0.005161983966827393,
145
+ 0.00520908784866333,
146
+ 0.005124095916748047,
 
147
  0.005155839920043945,
148
+ 0.005124095916748047,
149
+ 0.005116928100585938,
150
+ 0.0051138558387756345,
151
+ 0.005130239963531494,
 
 
 
 
152
  0.005137407779693603,
153
+ 0.00511078405380249,
154
+ 0.0051435518264770505,
155
+ 0.005130239963531494,
156
+ 0.005132287979125977,
157
+ 0.005119999885559082,
158
+ 0.005151679992675781,
159
+ 0.005144576072692871,
160
+ 0.005144576072692871,
161
+ 0.005161983966827393,
 
 
 
 
 
162
  0.005142528057098389,
163
+ 0.0051476478576660155,
164
+ 0.005120031833648682,
 
 
 
165
  0.005157887935638428,
 
 
 
 
 
 
 
166
  0.005125120162963868,
167
+ 0.005112832069396973,
168
+ 0.005139455795288086,
169
+ 0.005134335994720459,
170
+ 0.005122079849243164,
171
+ 0.005233727931976319,
172
+ 0.005142528057098389,
173
+ 0.005127168178558349,
 
 
 
 
 
 
 
174
  0.005114880084991455,
175
+ 0.005153791904449463,
176
+ 0.005123040199279785,
177
+ 0.005122047901153564,
178
  0.005144576072692871,
179
+ 0.005116928100585938,
180
+ 0.005126143932342529,
181
+ 0.0050954241752624516,
182
+ 0.0051476478576660155,
183
+ 0.005129216194152832,
184
+ 0.005123072147369385,
185
+ 0.005107711791992187,
186
+ 0.005098495960235596,
187
+ 0.00511897611618042,
188
+ 0.005104640007019043,
189
+ 0.0051435518264770505,
190
+ 0.0051138558387756345,
191
+ 0.005187583923339844,
192
+ 0.005129216194152832,
193
  0.005115903854370117,
194
+ 0.005114880084991455,
195
+ 0.005092351913452148,
196
+ 0.005119999885559082,
197
+ 0.005156864166259765,
198
+ 0.005096447944641113,
199
+ 0.005116928100585938,
200
+ 0.005122047901153564,
201
+ 0.005121024131774903,
202
+ 0.005108736038208008,
203
+ 0.005139455795288086,
204
+ 0.00516096019744873,
205
+ 0.005117951869964599,
206
+ 0.005188543796539307,
207
+ 0.005100543975830078,
208
+ 0.005098495960235596,
209
+ 0.005119999885559082,
210
+ 0.005129216194152832,
211
+ 0.005111807823181152
212
  ]
213
  },
214
  "throughput": {
215
  "unit": "samples/s",
216
+ "value": 190.22314296732927
217
  },
218
  "energy": {
219
  "unit": "kWh",
220
+ "cpu": 6.038394425055879e-08,
221
+ "ram": 3.30148482527768e-08,
222
+ "gpu": 3.5293962475510414e-07,
223
+ "total": 4.463384172584397e-07
224
  },
225
  "efficiency": {
226
  "unit": "samples/kWh",
227
+ "value": 2240452.4489340074
228
  }
229
  }
230
  }