Hugging Face's logo

Datasets:
optimum-benchmark
/
cuda

Dataset card Data Studio Files Community
IlyasMoutawwakil HF staff commited on
Commit
ae326b3
·
verified ·
1 Parent(s): 45462bc

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 +199 -192
cuda_inference_transformers_image-classification_google/vit-base-patch16-224/benchmark_report.json CHANGED
@@ -2,7 +2,7 @@
2
  "load": {
3
  "memory": {
4
  "unit": "MB",
5
- "max_ram": 800.505856,
6
  "max_global_vram": 1030.22592,
7
  "max_process_vram": 0.0,
8
  "max_reserved": 400.556032,
@@ -11,31 +11,31 @@
11
  "latency": {
12
  "unit": "s",
13
  "count": 1,
14
- "total": 7.45177001953125,
15
- "mean": 7.45177001953125,
16
  "stdev": 0.0,
17
- "p50": 7.45177001953125,
18
- "p90": 7.45177001953125,
19
- "p95": 7.45177001953125,
20
- "p99": 7.45177001953125,
21
  "values": [
22
- 7.45177001953125
23
  ]
24
  },
25
  "throughput": null,
26
  "energy": {
27
  "unit": "kWh",
28
- "cpu": 1.5576884430555222e-06,
29
- "ram": 8.378917059021025e-07,
30
- "gpu": 1.8280570179994224e-06,
31
- "total": 4.223637166957047e-06
32
  },
33
  "efficiency": null
34
  },
35
  "forward": {
36
  "memory": {
37
  "unit": "MB",
38
- "max_ram": 934.395904,
39
  "max_global_vram": 1049.100288,
40
  "max_process_vram": 0.0,
41
  "max_reserved": 406.847488,
@@ -43,229 +43,236 @@
43
  },
44
  "latency": {
45
  "unit": "s",
46
- "count": 198,
47
- "total": 1.0036664943695068,
48
- "mean": 0.005069022698835893,
49
- "stdev": 0.000221251878339929,
50
- "p50": 0.005024255990982055,
51
- "p90": 0.005278207969665528,
52
- "p95": 0.005337958478927611,
53
- "p99": 0.006044938225746155,
54
  "values": [
55
- 0.005369855880737305,
56
- 0.005251071929931641,
57
- 0.005259263992309571,
58
- 0.0052633600234985355,
59
- 0.005260287761688232,
60
- 0.005235712051391602,
61
- 0.005180416107177735,
62
- 0.0050657281875610355,
63
- 0.0049909758567810054,
64
- 0.005025792121887207,
65
- 0.005028863906860351,
66
- 0.005062655925750732,
67
- 0.004985856056213379,
68
- 0.004969471931457519,
69
- 0.005244927883148193,
70
- 0.005276671886444092,
71
- 0.005215231895446777,
72
- 0.005191679954528809,
73
- 0.00511897611618042,
74
- 0.005021696090698242,
75
- 0.005045248031616211,
76
- 0.005192704200744629,
77
- 0.005161983966827393,
78
- 0.005244927883148193,
79
- 0.005283840179443359,
80
- 0.0052367358207702636,
81
- 0.005281792163848877,
82
- 0.00521830415725708,
83
- 0.005227519989013672,
84
- 0.005153791904449463,
85
- 0.00515283203125,
86
- 0.005253119945526123,
87
- 0.005470208168029785,
88
- 0.005251071929931641,
89
- 0.0053043198585510255,
90
- 0.005258240222930908,
91
- 0.0051701760292053225,
92
- 0.005040128231048584,
93
- 0.0050360321998596195,
94
- 0.00501043176651001,
95
- 0.004937727928161621,
96
- 0.004981760025024414,
97
- 0.0050022401809692385,
98
- 0.004963327884674072,
99
- 0.005022719860076904,
100
- 0.005025792121887207,
101
- 0.005000192165374756,
102
- 0.004868095874786377,
103
- 0.004866047859191895,
104
- 0.004868095874786377,
105
- 0.004867072105407715,
106
- 0.00486195182800293,
107
- 0.004869120121002197,
108
- 0.0048855037689208985,
109
- 0.00491315221786499,
110
- 0.0049489917755126955,
111
- 0.0054906878471374515,
112
- 0.0061859841346740725,
113
- 0.0063610877990722655,
114
- 0.0053350400924682614,
115
- 0.005526495933532715,
116
- 0.005252096176147461,
117
  0.005354496002197265,
118
- 0.005221375942230225,
119
- 0.005161983966827393,
120
- 0.005169151782989502,
121
- 0.0060405759811401364,
122
- 0.005326879978179932,
123
- 0.005315584182739258,
124
- 0.00522649621963501,
125
- 0.005239808082580567,
126
- 0.005232639789581299,
127
- 0.0052336640357971195,
128
- 0.00516096019744873,
129
- 0.005131264209747314,
130
- 0.005180448055267334,
131
- 0.005188608169555664,
132
- 0.005172224044799805,
133
- 0.005191679954528809,
134
- 0.005329919815063477,
135
- 0.005401599884033203,
136
- 0.005153791904449463,
137
- 0.005111807823181152,
138
- 0.0051404800415039064,
139
- 0.005156864166259765,
140
- 0.005172224044799805,
141
- 0.005146624088287354,
142
- 0.005171199798583984,
143
- 0.005154816150665284,
144
- 0.005164031982421875,
145
- 0.005198847770690918,
146
- 0.0052408318519592285,
147
- 0.005296127796173096,
148
- 0.0052899842262268066,
149
- 0.005214208126068115,
150
- 0.005698560237884521,
151
- 0.005313536167144775,
152
- 0.0052070398330688475,
153
- 0.005173215866088867,
154
- 0.005235712051391602,
155
- 0.005202943801879883,
156
- 0.005191679954528809,
157
- 0.005149695873260498,
158
- 0.005135359764099121,
159
  0.005228544235229492,
160
- 0.005153791904449463,
161
- 0.005108736038208008,
162
- 0.005071872234344482,
163
- 0.005098495960235596,
164
- 0.0049428482055664065,
165
- 0.004896768093109131,
166
- 0.005131264209747314,
167
- 0.005135359764099121,
168
- 0.0050421757698059086,
169
- 0.004925439834594727,
170
- 0.004863999843597412,
171
- 0.004863999843597412,
172
  0.004874239921569825,
173
- 0.004933631896972656,
174
- 0.005100543975830078,
175
- 0.004947968006134033,
176
- 0.005045248031616211,
177
- 0.005089280128479004,
178
- 0.005008384227752686,
179
- 0.00501145601272583,
180
- 0.005174272060394287,
181
- 0.005212160110473632,
182
- 0.004987904071807861,
183
- 0.005030911922454834,
184
- 0.0049827837944030765,
185
- 0.005062655925750732,
186
- 0.004941823959350586,
187
- 0.004933631896972656,
188
- 0.0049500160217285155,
189
- 0.00497049617767334,
190
- 0.00496127986907959,
191
- 0.004934656143188477,
192
- 0.0049090561866760255,
193
- 0.005021696090698242,
194
  0.004878335952758789,
195
- 0.0048855037689208985,
196
- 0.004923391819000244,
197
- 0.004887551784515381,
198
- 0.004925439834594727,
 
 
 
 
 
 
 
199
  0.0048793601989746095,
200
- 0.004915200233459473,
201
- 0.004899839878082276,
202
- 0.004883456230163574,
203
- 0.004866047859191895,
204
- 0.00486195182800293,
205
- 0.004868095874786377,
206
  0.00486195182800293,
207
- 0.004899839878082276,
208
- 0.004903935909271241,
209
  0.004869120121002197,
210
- 0.004868095874786377,
211
- 0.0049192957878112795,
212
- 0.004940800189971924,
213
  0.004894720077514648,
214
- 0.0048752641677856446,
215
- 0.0048752641677856446,
216
- 0.004891647815704346,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
217
  0.00486195182800293,
218
- 0.004888576030731201,
219
- 0.004924416065216064,
220
- 0.004955135822296143,
221
  0.00486297607421875,
222
- 0.00487014389038086,
223
- 0.0048865280151367185,
 
 
 
 
 
224
  0.004860928058624267,
 
 
 
225
  0.004863999843597412,
 
 
 
226
  0.004865024089813232,
227
- 0.004867072105407715,
228
  0.004868095874786377,
 
 
 
 
 
229
  0.004866047859191895,
 
 
230
  0.004865024089813232,
 
 
 
 
231
  0.004863999843597412,
232
  0.004865024089813232,
233
- 0.004928512096405029,
 
 
 
 
 
 
 
 
 
234
  0.00486195182800293,
235
  0.004866047859191895,
 
 
 
 
 
236
  0.004866047859191895,
 
237
  0.004868095874786377,
238
- 0.00486297607421875,
 
 
 
 
 
 
 
239
  0.004869120121002197,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
240
  0.004867072105407715,
 
 
 
 
 
 
241
  0.00486297607421875,
242
  0.00486195182800293,
 
 
 
 
 
 
 
 
243
  0.004865024089813232,
244
- 0.004867072105407715,
 
 
245
  0.00486297607421875,
246
- 0.004866047859191895,
247
  0.004867072105407715,
 
 
 
 
 
 
 
248
  0.004865024089813232,
 
 
 
 
 
249
  0.004866047859191895,
 
 
 
 
 
 
 
 
 
 
250
  0.00486195182800293,
251
  0.004865024089813232,
252
- 0.004865024089813232
 
 
 
 
 
 
 
 
 
 
 
 
 
 
253
  ]
254
  },
255
  "throughput": {
256
  "unit": "samples/s",
257
- "value": 197.27668614102896
258
  },
259
  "energy": {
260
  "unit": "kWh",
261
- "cpu": 5.7727786032124866e-08,
262
- "ram": 3.156441266167936e-08,
263
- "gpu": 3.4256873113744103e-07,
264
- "total": 4.318609298312453e-07
265
  },
266
  "efficiency": {
267
  "unit": "samples/kWh",
268
- "value": 2315560.243874716
269
  }
270
  }
271
  }
 
2
  "load": {
3
  "memory": {
4
  "unit": "MB",
5
+ "max_ram": 801.439744,
6
  "max_global_vram": 1030.22592,
7
  "max_process_vram": 0.0,
8
  "max_reserved": 400.556032,
 
11
  "latency": {
12
  "unit": "s",
13
  "count": 1,
14
+ "total": 7.43311865234375,
15
+ "mean": 7.43311865234375,
16
  "stdev": 0.0,
17
+ "p50": 7.43311865234375,
18
+ "p90": 7.43311865234375,
19
+ "p95": 7.43311865234375,
20
+ "p99": 7.43311865234375,
21
  "values": [
22
+ 7.43311865234375
23
  ]
24
  },
25
  "throughput": null,
26
  "energy": {
27
  "unit": "kWh",
28
+ "cpu": 1.6248874243051625e-06,
29
+ "ram": 8.441304251090936e-07,
30
+ "gpu": 3.6708362699993183e-06,
31
+ "total": 6.139854119413574e-06
32
  },
33
  "efficiency": null
34
  },
35
  "forward": {
36
  "memory": {
37
  "unit": "MB",
38
+ "max_ram": 935.206912,
39
  "max_global_vram": 1049.100288,
40
  "max_process_vram": 0.0,
41
  "max_reserved": 406.847488,
 
43
  },
44
  "latency": {
45
  "unit": "s",
46
+ "count": 205,
47
+ "total": 1.0021073207855227,
48
+ "mean": 0.004888328394075719,
49
+ "stdev": 8.991740645913199e-05,
50
+ "p50": 0.004863999843597412,
51
+ "p90": 0.00488161277770996,
52
+ "p95": 0.00508866548538208,
53
+ "p99": 0.005319147720336914,
54
  "values": [
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
55
  0.005354496002197265,
56
+ 0.005306367874145508,
57
+ 0.005319680213928223,
58
+ 0.005280799865722656,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
59
  0.005228544235229492,
60
+ 0.005116928100585938,
61
+ 0.0051138558387756345,
62
+ 0.005082111835479736,
63
+ 0.005104640007019043,
64
+ 0.005053440093994141,
65
+ 0.005094399929046631,
66
+ 0.005090303897857666,
67
+ 0.005505023956298828,
68
+ 0.005051392078399658,
69
+ 0.004882431983947754,
70
+ 0.004880383968353271,
71
+ 0.0048793601989746095,
72
  0.004874239921569825,
73
+ 0.004874239921569825,
74
+ 0.004877312183380127,
75
+ 0.004878335952758789,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
76
  0.004878335952758789,
77
+ 0.004882431983947754,
78
+ 0.004877312183380127,
79
+ 0.004874239921569825,
80
+ 0.004880383968353271,
81
+ 0.004880383968353271,
82
+ 0.004880383968353271,
83
+ 0.004878335952758789,
84
+ 0.0048752641677856446,
85
+ 0.004878335952758789,
86
+ 0.004880383968353271,
87
+ 0.004880383968353271,
88
  0.0048793601989746095,
89
+ 0.004878367900848389,
90
+ 0.004863999843597412,
91
+ 0.004863999843597412,
92
+ 0.00486297607421875,
93
+ 0.004865024089813232,
 
94
  0.00486195182800293,
95
+ 0.00486297607421875,
 
96
  0.004869120121002197,
 
 
 
97
  0.004894720077514648,
98
+ 0.004898816108703613,
99
+ 0.0048875842094421385,
100
+ 0.004863999843597412,
101
+ 0.00486297607421875,
102
+ 0.00486297607421875,
103
+ 0.004866047859191895,
104
+ 0.004865024089813232,
105
+ 0.00486195182800293,
106
+ 0.004859903812408447,
107
+ 0.004865024089813232,
108
+ 0.004863999843597412,
109
+ 0.004860928058624267,
110
+ 0.004865024089813232,
111
+ 0.0048568320274353025,
112
+ 0.004861983776092529,
113
+ 0.004863999843597412,
114
+ 0.00486195182800293,
115
  0.00486195182800293,
 
 
 
116
  0.00486297607421875,
117
+ 0.004859903812408447,
118
+ 0.004860928058624267,
119
+ 0.004859903812408447,
120
+ 0.004860928058624267,
121
+ 0.004865024089813232,
122
+ 0.004863999843597412,
123
+ 0.004863999843597412,
124
  0.004860928058624267,
125
+ 0.004857855796813965,
126
+ 0.004865024089813232,
127
+ 0.004863999843597412,
128
  0.004863999843597412,
129
+ 0.00486195182800293,
130
+ 0.004860928058624267,
131
+ 0.004868095874786377,
132
  0.004865024089813232,
 
133
  0.004868095874786377,
134
+ 0.004863999843597412,
135
+ 0.004865024089813232,
136
+ 0.004860928058624267,
137
+ 0.004866047859191895,
138
+ 0.004860928058624267,
139
  0.004866047859191895,
140
+ 0.004867072105407715,
141
+ 0.00486195182800293,
142
  0.004865024089813232,
143
+ 0.004866047859191895,
144
+ 0.00486195182800293,
145
+ 0.004860928058624267,
146
+ 0.004866047859191895,
147
  0.004863999843597412,
148
  0.004865024089813232,
149
+ 0.0048650879859924315,
150
+ 0.00486195182800293,
151
+ 0.004866047859191895,
152
+ 0.004868095874786377,
153
+ 0.00486195182800293,
154
+ 0.004860928058624267,
155
+ 0.004867072105407715,
156
+ 0.004859903812408447,
157
+ 0.004863999843597412,
158
+ 0.004860928058624267,
159
  0.00486195182800293,
160
  0.004866047859191895,
161
+ 0.004863999843597412,
162
+ 0.00487014389038086,
163
+ 0.004866047859191895,
164
+ 0.004863999843597412,
165
+ 0.004860928058624267,
166
  0.004866047859191895,
167
+ 0.004858880043029785,
168
  0.004868095874786377,
169
+ 0.004863999843597412,
170
+ 0.004865024089813232,
171
+ 0.00486195182800293,
172
+ 0.004865024089813232,
173
+ 0.004863999843597412,
174
+ 0.004865024089813232,
175
+ 0.004865024089813232,
176
+ 0.004865024089813232,
177
  0.004869120121002197,
178
+ 0.004865024089813232,
179
+ 0.00486195182800293,
180
+ 0.004865024089813232,
181
+ 0.004860928058624267,
182
+ 0.004865024089813232,
183
+ 0.00486195182800293,
184
+ 0.004866047859191895,
185
+ 0.00486297607421875,
186
+ 0.004865024089813232,
187
+ 0.004863999843597412,
188
+ 0.004865024089813232,
189
+ 0.004863999843597412,
190
+ 0.004863999843597412,
191
+ 0.004868095874786377,
192
+ 0.004868095874786377,
193
+ 0.004863999843597412,
194
+ 0.00486297607421875,
195
+ 0.00486297607421875,
196
  0.004867072105407715,
197
+ 0.004863999843597412,
198
+ 0.004865024089813232,
199
+ 0.004866079807281494,
200
+ 0.004859903812408447,
201
+ 0.004865024089813232,
202
+ 0.00486195182800293,
203
  0.00486297607421875,
204
  0.00486195182800293,
205
+ 0.004863039970397949,
206
+ 0.004863999843597412,
207
+ 0.00486297607421875,
208
+ 0.004869120121002197,
209
+ 0.00486406421661377,
210
+ 0.004891647815704346,
211
+ 0.004892672061920166,
212
+ 0.004877312183380127,
213
  0.004865024089813232,
214
+ 0.004863999843597412,
215
+ 0.004859903812408447,
216
+ 0.0048568320274353025,
217
  0.00486297607421875,
 
218
  0.004867072105407715,
219
+ 0.00486297607421875,
220
+ 0.004860928058624267,
221
+ 0.0048640317916870115,
222
+ 0.004860928058624267,
223
+ 0.00486297607421875,
224
+ 0.0048558077812194825,
225
+ 0.004863999843597412,
226
  0.004865024089813232,
227
+ 0.004858880043029785,
228
+ 0.00486195182800293,
229
+ 0.004858880043029785,
230
+ 0.00486297607421875,
231
+ 0.004859903812408447,
232
  0.004866047859191895,
233
+ 0.00486297607421875,
234
+ 0.004868095874786377,
235
+ 0.00486195182800293,
236
+ 0.00486297607421875,
237
+ 0.00486195182800293,
238
+ 0.004863999843597412,
239
+ 0.00486297607421875,
240
+ 0.00486297607421875,
241
+ 0.004863999843597412,
242
+ 0.00486195182800293,
243
  0.00486195182800293,
244
  0.004865024089813232,
245
+ 0.004860928058624267,
246
+ 0.004859903812408447,
247
+ 0.004859903812408447,
248
+ 0.004863999843597412,
249
+ 0.00486297607421875,
250
+ 0.00486297607421875,
251
+ 0.004858880043029785,
252
+ 0.00486297607421875,
253
+ 0.00486195182800293,
254
+ 0.004863039970397949,
255
+ 0.00486195182800293,
256
+ 0.00486195182800293,
257
+ 0.004867072105407715,
258
+ 0.004866047859191895,
259
+ 0.004866047859191895
260
  ]
261
  },
262
  "throughput": {
263
  "unit": "samples/s",
264
+ "value": 204.56890768875587
265
  },
266
  "energy": {
267
  "unit": "kWh",
268
+ "cpu": 5.773035524541997e-08,
269
+ "ram": 3.156384887094409e-08,
270
+ "gpu": 3.528171646699058e-07,
271
+ "total": 4.4211136878626995e-07
272
  },
273
  "efficiency": {
274
  "unit": "samples/kWh",
275
+ "value": 2261873.5246399655
276
  }
277
  }
278
  }