Hugging Face's logo

Datasets:
optimum-benchmark
/
cuda

Dataset card Data Studio Files Community
IlyasMoutawwakil HF staff commited on
Commit
869cb44
·
verified ·
1 Parent(s): f61cade

Upload cuda_inference_timm_image-classification_timm/resnet50.a1_in1k/benchmark_report.json with huggingface_hub

Browse files
Files changed (1) hide show
  1. cuda_inference_timm_image-classification_timm/resnet50.a1_in1k/benchmark_report.json +198 -195
cuda_inference_timm_image-classification_timm/resnet50.a1_in1k/benchmark_report.json CHANGED
@@ -2,7 +2,7 @@
2
  "forward": {
3
  "memory": {
4
  "unit": "MB",
5
- "max_ram": 945.8688,
6
  "max_global_vram": 1047.003136,
7
  "max_process_vram": 0.0,
8
  "max_reserved": 396.361728,
@@ -10,217 +10,220 @@
10
  },
11
  "latency": {
12
  "unit": "s",
13
- "count": 186,
14
- "total": 0.9978754887580873,
15
- "mean": 0.005364921982570361,
16
- "stdev": 0.0002700924988409209,
17
- "p50": 0.005321728229522705,
18
- "p90": 0.005762048006057739,
19
- "p95": 0.005802240014076233,
20
- "p99": 0.00597841911315918,
21
  "values": [
22
- 0.006150144100189209,
23
- 0.005832704067230224,
24
- 0.005789696216583252,
25
- 0.005837823867797852,
26
- 0.005548031806945801,
27
- 0.005519360065460205,
28
- 0.005538815975189209,
29
- 0.005477375984191894,
30
- 0.005803008079528809,
31
- 0.005807104110717773,
32
- 0.005735424041748047,
33
- 0.005777408123016357,
34
- 0.00568832015991211,
35
- 0.005747712135314941,
36
- 0.005677055835723877,
37
- 0.005715968132019043,
38
- 0.006067200183868408,
39
- 0.005781504154205322,
40
- 0.005565375804901123,
41
- 0.005578752040863037,
42
- 0.005626880168914795,
43
- 0.005600255966186523,
44
- 0.005676032066345215,
45
- 0.005726208209991455,
46
- 0.005779520034790039,
47
- 0.005799935817718506,
48
- 0.005727231979370117,
49
- 0.005772287845611572,
50
- 0.005636096000671387,
51
- 0.00568832015991211,
52
- 0.005612544059753418,
53
- 0.005772287845611572,
54
- 0.005751808166503906,
55
- 0.005736447811126709,
56
  0.005799935817718506,
57
- 0.00572211217880249,
58
- 0.005831679821014404,
59
- 0.005775360107421875,
60
- 0.0056145920753479005,
61
- 0.005634047985076904,
62
- 0.0058122239112854005,
63
- 0.005670911788940429,
64
- 0.005697535991668701,
65
- 0.005816415786743164,
66
- 0.005488639831542969,
67
- 0.005425151824951172,
68
- 0.005429215908050537,
69
- 0.005484416007995606,
70
- 0.005525375843048096,
71
- 0.005490719795227051,
72
- 0.005184512138366699,
73
- 0.005202943801879883,
74
- 0.005313536167144775,
75
- 0.005419007778167725,
76
- 0.005400576114654541,
77
- 0.005415808200836181,
78
- 0.005513216018676758,
79
- 0.005493760108947754,
80
- 0.005492735862731934,
81
- 0.005595136165618897,
82
- 0.00552345609664917,
83
- 0.00547430419921875,
84
- 0.005403647899627686,
85
- 0.005284863948822022,
86
- 0.005379072189331055,
87
- 0.005430272102355957,
88
- 0.005449728012084961,
89
- 0.00562278413772583,
90
- 0.005389279842376709,
91
- 0.005420032024383545,
92
- 0.005484543800354004,
93
- 0.005228544235229492,
94
- 0.005219327926635742,
95
- 0.005345280170440674,
96
- 0.005306367874145508,
97
- 0.0053647360801696775,
98
- 0.005409791946411133,
99
- 0.005492735862731934,
100
- 0.00553984022140503,
101
- 0.0052715520858764645,
102
- 0.005288959980010987,
103
- 0.005404672145843506,
104
- 0.0053002238273620605,
105
- 0.005328896045684814,
106
- 0.005350399971008301,
107
- 0.005285888195037842,
108
- 0.005275648117065429,
109
- 0.005321728229522705,
110
- 0.005258240222930908,
111
- 0.005321728229522705,
112
- 0.005624896049499512,
113
- 0.005484543800354004,
114
- 0.0055101442337036136,
115
- 0.0055071358680725095,
116
- 0.005508096218109131,
117
- 0.005543935775756836,
118
- 0.005393407821655274,
119
- 0.005378047943115235,
120
- 0.005488639831542969,
121
- 0.005375999927520752,
122
- 0.00521727991104126,
123
- 0.005400576114654541,
124
- 0.0054579200744628905,
125
- 0.005280767917633057,
126
- 0.005244927883148193,
127
- 0.005195775985717774,
128
- 0.005042240142822265,
129
- 0.005201920032501221,
130
- 0.005322751998901368,
131
- 0.005275648117065429,
132
- 0.005094399929046631,
133
- 0.0050063362121582035,
134
- 0.0050063362121582035,
135
- 0.005053440093994141,
136
- 0.005093311786651612,
137
- 0.005085184097290039,
138
- 0.00510975980758667,
139
- 0.005097472190856934,
140
- 0.005148672103881836,
141
- 0.0051916160583496095,
142
- 0.005311488151550293,
143
  0.005132287979125977,
144
- 0.005003200054168701,
145
- 0.004993023872375488,
146
- 0.0050165758132934574,
147
- 0.004996096134185791,
148
- 0.0050011839866638185,
149
- 0.0050165758132934574,
150
  0.005040128231048584,
151
- 0.00496230411529541,
152
- 0.004946944236755371,
153
- 0.004951039791107178,
154
- 0.004994048118591309,
155
- 0.004981760025024414,
156
- 0.005004288196563721,
157
  0.0050032639503479,
158
- 0.005041152000427246,
159
- 0.004993023872375488,
160
- 0.005001215934753418,
161
- 0.004992000102996826,
162
- 0.005029888153076172,
163
- 0.0049909758567810054,
164
- 0.004921343803405762,
165
- 0.004932608127593994,
 
 
166
  0.004987904071807861,
167
- 0.004931583881378174,
168
- 0.004931583881378174,
169
- 0.004973567962646484,
170
- 0.005019711971282959,
171
- 0.005021696090698242,
172
- 0.0049909758567810054,
173
- 0.004994048118591309,
174
- 0.00551526403427124,
175
- 0.005962751865386963,
176
- 0.005724160194396972,
177
- 0.005256192207336426,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
178
  0.005254144191741943,
179
- 0.005273600101470947,
180
- 0.005182464122772217,
181
- 0.005234687805175781,
182
- 0.00526643180847168,
183
- 0.005223360061645508,
184
- 0.005213215827941895,
185
- 0.005202943801879883,
186
- 0.005239808082580567,
187
- 0.00520908784866333,
188
- 0.005256192207336426,
189
- 0.005292031764984131,
190
- 0.005203968048095703,
191
- 0.005213183879852295,
192
- 0.005346303939819336,
193
- 0.005189727783203125,
194
- 0.0052377920150756836,
195
- 0.005260287761688232,
196
- 0.0052336640357971195,
197
- 0.005261312007904053,
198
- 0.005276671886444092,
199
- 0.00522547197341919,
200
- 0.005206016063690186,
201
- 0.005250048160552978,
202
- 0.0052295680046081545,
203
- 0.005198847770690918,
204
- 0.005262335777282715,
205
- 0.005181439876556396,
206
- 0.005193696022033691,
207
- 0.005179391860961914
208
  ]
209
  },
210
  "throughput": {
211
  "unit": "samples/s",
212
- "value": 186.39600039829378
213
  },
214
  "energy": {
215
  "unit": "kWh",
216
- "cpu": 6.230536782950687e-08,
217
- "ram": 3.406456956662097e-08,
218
- "gpu": 1.3109221013718476e-07,
219
- "total": 2.2746214753331257e-07
220
  },
221
  "efficiency": {
222
  "unit": "samples/kWh",
223
- "value": 4396335.877614744
224
  }
225
  }
226
  }
 
2
  "forward": {
3
  "memory": {
4
  "unit": "MB",
5
+ "max_ram": 945.455104,
6
  "max_global_vram": 1047.003136,
7
  "max_process_vram": 0.0,
8
  "max_reserved": 396.361728,
 
10
  },
11
  "latency": {
12
  "unit": "s",
13
+ "count": 189,
14
+ "total": 0.9952217922210693,
15
+ "mean": 0.005265723768365446,
16
+ "stdev": 0.0002719233264942538,
17
+ "p50": 0.005286911964416504,
18
+ "p90": 0.0056401919364929215,
19
+ "p95": 0.005825331211090088,
20
+ "p99": 0.006334505004882813,
21
  "values": [
22
+ 0.006032383918762207,
23
+ 0.005742591857910156,
24
+ 0.005814271926879883,
25
+ 0.005566463947296142,
26
+ 0.0056217598915100095,
27
+ 0.005988416194915772,
28
+ 0.005854207992553711,
29
+ 0.006072319984436035,
30
+ 0.006393856048583985,
31
+ 0.005867519855499268,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
32
  0.005799935817718506,
33
+ 0.005742591857910156,
34
+ 0.005749855995178223,
35
+ 0.005713920116424561,
36
+ 0.005798912048339844,
37
+ 0.0057415680885314945,
38
+ 0.005730303764343261,
39
+ 0.00633241605758667,
40
+ 0.005279744148254394,
41
+ 0.005056511878967285,
42
+ 0.005041152000427246,
43
+ 0.0050462718009948735,
44
+ 0.005058559894561767,
45
+ 0.00504527997970581,
46
+ 0.005056511878967285,
47
+ 0.005039072036743164,
48
+ 0.0050657281875610355,
49
+ 0.005056511878967285,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
50
  0.005132287979125977,
51
+ 0.005058559894561767,
52
+ 0.005071872234344482,
53
+ 0.005057536125183106,
 
 
 
54
  0.005040128231048584,
55
+ 0.005069791793823242,
56
+ 0.005033952236175537,
 
 
 
 
57
  0.0050032639503479,
58
+ 0.004986879825592041,
59
+ 0.0050022401809692385,
60
+ 0.004971519947052002,
61
+ 0.004984896183013916,
62
+ 0.0049530878067016604,
63
+ 0.005035007953643799,
64
+ 0.00497049617767334,
65
+ 0.005004288196563721,
66
+ 0.004977727890014648,
67
+ 0.0050063362121582035,
68
  0.004987904071807861,
69
+ 0.004998144149780274,
70
+ 0.0050657281875610355,
71
+ 0.0050800638198852536,
72
+ 0.005049344062805176,
73
+ 0.00506060791015625,
74
+ 0.005051392078399658,
75
+ 0.0050462718009948735,
76
+ 0.005081088066101074,
77
+ 0.005049344062805176,
78
+ 0.0051066880226135255,
79
+ 0.005023744106292725,
80
+ 0.005049280166625977,
81
+ 0.005038080215454102,
82
+ 0.005047296047210693,
83
+ 0.005047296047210693,
84
+ 0.005048319816589355,
85
+ 0.005008384227752686,
86
+ 0.0050728960037231445,
87
+ 0.005064703941345215,
88
+ 0.00506060791015625,
89
+ 0.005067776203155518,
90
+ 0.00506879997253418,
91
+ 0.005028863906860351,
92
+ 0.0050421757698059086,
93
+ 0.005179391860961914,
94
+ 0.005018623828887939,
95
+ 0.005017600059509277,
96
+ 0.0049684162139892575,
97
+ 0.004989952087402344,
98
+ 0.004989952087402344,
99
+ 0.00499612808227539,
100
+ 0.004987904071807861,
101
+ 0.005026815891265869,
102
+ 0.005026815891265869,
103
+ 0.005059584140777588,
104
+ 0.005029888153076172,
105
+ 0.005047296047210693,
106
+ 0.005044223785400391,
107
+ 0.005017600059509277,
108
+ 0.005053440093994141,
109
+ 0.005018623828887939,
110
+ 0.005059584140777588,
111
+ 0.005031936168670655,
112
+ 0.00517632007598877,
113
+ 0.0050421757698059086,
114
+ 0.005026815891265869,
115
+ 0.0050206718444824215,
116
+ 0.005056511878967285,
117
+ 0.005056511878967285,
118
+ 0.005024767875671386,
119
+ 0.005024767875671386,
120
+ 0.005026815891265869,
121
+ 0.005055488109588623,
122
+ 0.005296063899993896,
123
+ 0.0063498239517211915,
124
+ 0.005832704067230224,
125
+ 0.005848063945770264,
126
+ 0.005418975830078125,
127
+ 0.0053944320678710935,
128
+ 0.005312511920928955,
129
+ 0.005352447986602784,
130
+ 0.0053821439743042,
131
+ 0.005329919815063477,
132
+ 0.005355519771575928,
133
+ 0.005381120204925537,
134
+ 0.0053944320678710935,
135
+ 0.005391392230987549,
136
+ 0.005370880126953125,
137
+ 0.005333024024963379,
138
+ 0.005316671848297119,
139
+ 0.0053340158462524415,
140
+ 0.005319680213928223,
141
+ 0.005305344104766845,
142
+ 0.005375999927520752,
143
+ 0.005318655967712403,
144
+ 0.005302271842956543,
145
+ 0.005331967830657959,
146
+ 0.005332992076873779,
147
+ 0.005328896045684814,
148
+ 0.005320703983306885,
149
+ 0.005342207908630371,
150
+ 0.005294079780578613,
151
+ 0.0053309440612792965,
152
+ 0.005307392120361328,
153
+ 0.005516287803649903,
154
+ 0.00531660795211792,
155
+ 0.005306367874145508,
156
+ 0.005315584182739258,
157
+ 0.005286911964416504,
158
+ 0.005261248111724854,
159
+ 0.005228544235229492,
160
+ 0.005235712051391602,
161
+ 0.005248000144958496,
162
+ 0.005221407890319824,
163
+ 0.005242879867553711,
164
+ 0.005242879867553711,
165
+ 0.00524294376373291,
166
+ 0.005482495784759522,
167
+ 0.005350399971008301,
168
+ 0.005339200019836426,
169
+ 0.005313536167144775,
170
+ 0.0053084478378295896,
171
+ 0.005321728229522705,
172
+ 0.005320703983306885,
173
+ 0.005388288021087646,
174
+ 0.005312511920928955,
175
+ 0.005349376201629639,
176
+ 0.00539958381652832,
177
+ 0.00531763219833374,
178
+ 0.005310463905334473,
179
+ 0.005331967830657959,
180
+ 0.005328832149505615,
181
+ 0.00532476806640625,
182
+ 0.005356544017791748,
183
+ 0.005397535800933838,
184
+ 0.005361663818359375,
185
+ 0.0053606400489807126,
186
+ 0.005359615802764893,
187
+ 0.005331967830657959,
188
+ 0.0053309440612792965,
189
+ 0.005349376201629639,
190
+ 0.005299168109893799,
191
+ 0.005331967830657959,
192
+ 0.005337088108062744,
193
+ 0.005352447986602784,
194
+ 0.005315584182739258,
195
+ 0.005314559936523438,
196
+ 0.005215231895446777,
197
  0.005254144191741943,
198
+ 0.005274623870849609,
199
+ 0.005305344104766845,
200
+ 0.00531763219833374,
201
+ 0.00535859203338623,
202
+ 0.005315584182739258,
203
+ 0.005319680213928223,
204
+ 0.005398528099060058,
205
+ 0.00530944013595581,
206
+ 0.0053053760528564455,
207
+ 0.005338111877441406,
208
+ 0.005332992076873779,
209
+ 0.005285888195037842,
210
+ 0.005332992076873779
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
211
  ]
212
  },
213
  "throughput": {
214
  "unit": "samples/s",
215
+ "value": 189.90741709765265
216
  },
217
  "energy": {
218
  "unit": "kWh",
219
+ "cpu": 6.228548850064503e-08,
220
+ "ram": 3.401634771881518e-08,
221
+ "gpu": 1.40750548900521e-07,
222
+ "total": 2.370523851199812e-07
223
  },
224
  "efficiency": {
225
  "unit": "samples/kWh",
226
+ "value": 4218476.854784069
227
  }
228
  }
229
  }