Hugging Face's logo

Datasets:
optimum-benchmark
/
cuda

Dataset card Data Studio Files Community
IlyasMoutawwakil HF staff commited on
Commit
0a665de
·
verified ·
1 Parent(s): c08a31e

Upload cuda_inference_timm_image-classification_timm/tiny_vit_21m_224.in1k/benchmark_report.json with huggingface_hub

Browse files
Files changed (1) hide show
  1. cuda_inference_timm_image-classification_timm/tiny_vit_21m_224.in1k/benchmark_report.json +134 -132
cuda_inference_timm_image-classification_timm/tiny_vit_21m_224.in1k/benchmark_report.json CHANGED
@@ -2,8 +2,8 @@
2
  "load_model": {
3
  "memory": {
4
  "unit": "MB",
5
- "max_ram": 868.151296,
6
- "max_global_vram": 668.4672,
7
  "max_process_vram": 0.0,
8
  "max_reserved": 96.468992,
9
  "max_allocated": 87.191552
@@ -11,32 +11,32 @@
11
  "latency": {
12
  "unit": "s",
13
  "values": [
14
- 0.43845428466796876
15
  ],
16
  "count": 1,
17
- "total": 0.43845428466796876,
18
- "mean": 0.43845428466796876,
19
- "p50": 0.43845428466796876,
20
- "p90": 0.43845428466796876,
21
- "p95": 0.43845428466796876,
22
- "p99": 0.43845428466796876,
23
  "stdev": 0,
24
  "stdev_": 0
25
  },
26
  "throughput": null,
27
  "energy": {
28
  "unit": "kWh",
29
- "cpu": 0.00010106665604791785,
30
- "ram": 5.537378452408742e-05,
31
- "gpu": 0.00013383094039799703,
32
- "total": 0.0002902713809700023
33
  },
34
  "efficiency": null
35
  },
36
  "forward": {
37
  "memory": {
38
  "unit": "MB",
39
- "max_ram": 1189.814272,
40
  "max_global_vram": 815.26784,
41
  "max_process_vram": 0.0,
42
  "max_reserved": 165.675008,
@@ -45,139 +45,141 @@
45
  "latency": {
46
  "unit": "s",
47
  "values": [
48
- 0.00980684757232666,
49
- 0.009155584335327148,
50
- 0.009084927558898925,
51
- 0.009306079864501953,
52
- 0.009527296066284179,
53
- 0.009574399948120118,
54
- 0.00960102367401123,
55
- 0.009902048110961913,
56
- 0.009656319618225098,
57
- 0.009685824394226075,
58
- 0.009407487869262696,
59
- 0.009468928337097168,
60
- 0.009667584419250488,
61
- 0.009457663536071777,
62
  0.009496576309204101,
63
- 0.0094136323928833,
 
 
 
 
 
 
 
64
  0.00940236759185791,
65
- 0.009425919532775879,
 
 
 
 
 
 
 
 
 
 
 
 
66
  0.009422847747802734,
67
- 0.009481216430664062,
68
- 0.009866239547729493,
69
- 0.00935321617126465,
70
- 0.009567232131958007,
71
- 0.009450495719909668,
72
- 0.009417728424072265,
73
- 0.009378848075866699,
74
- 0.009374688148498535,
75
- 0.009377792358398437,
76
- 0.009453568458557129,
77
- 0.00963276767730713,
78
- 0.009763839721679688,
79
- 0.009691136360168457,
80
- 0.00971776008605957,
81
- 0.009586688041687011,
82
- 0.009599040031433106,
83
- 0.009573375701904297,
84
- 0.009389056205749511,
85
- 0.009332736015319825,
86
- 0.009339936256408691,
87
- 0.009252863883972168,
88
- 0.009264127731323242,
89
  0.00908083152770996,
90
- 0.008999903678894043,
91
- 0.009383935928344727,
92
- 0.009590784072875976,
93
- 0.009456640243530273,
94
- 0.009505791664123535,
95
- 0.009583616256713867,
96
- 0.009465855598449707,
97
- 0.00920576000213623,
98
- 0.009393152236938476,
99
- 0.009115648269653321,
100
- 0.009119744300842286,
101
- 0.009149439811706543,
102
- 0.009069567680358886,
103
- 0.009008352279663085,
104
- 0.008953856468200684,
105
- 0.008976384162902832,
106
- 0.008968192100524902,
107
- 0.009037823677062988,
108
- 0.009025535583496093,
109
- 0.009184255599975585,
110
- 0.009005056381225587,
111
- 0.00901529598236084,
112
- 0.00899888038635254,
113
- 0.008972288131713867,
114
- 0.008973312377929688,
115
- 0.008953856468200684,
116
- 0.009185279846191406,
117
- 0.008996864318847657,
118
- 0.008986623764038085,
119
- 0.008932352066040039,
120
- 0.008926207542419434,
121
- 0.008863743782043456,
122
- 0.008975359916687011,
123
- 0.008987648010253906,
124
- 0.009048064231872559,
125
  0.008981504440307618,
126
- 0.009012224197387696,
127
- 0.009142271995544434,
128
- 0.009048064231872559,
129
- 0.008967167854309082,
130
- 0.0088985595703125,
131
- 0.008971263885498047,
132
- 0.008975359916687011,
133
- 0.008984576225280762,
134
- 0.008949695587158203,
135
- 0.008984576225280762,
136
- 0.009075712203979493,
137
- 0.008881152153015137,
138
- 0.008924192428588867,
139
- 0.008967167854309082,
140
- 0.009013248443603515,
141
- 0.008986623764038085,
142
- 0.008979455947875976,
143
- 0.008963135719299317,
144
- 0.009042943954467773,
145
- 0.008986623764038085,
146
- 0.008987648010253906,
147
- 0.009101311683654785,
148
- 0.008976384162902832,
149
- 0.009148415565490722,
150
- 0.008961055755615234,
151
- 0.00901632022857666,
152
- 0.008982463836669922,
153
- 0.008911871910095214,
154
- 0.008863743782043456,
155
- 0.008967167854309082
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
156
  ],
157
- "count": 108,
158
- "total": 0.9960755195617678,
159
- "mean": 0.009222921477423774,
160
- "p50": 0.009117696285247803,
161
- "p90": 0.009599635124206543,
162
- "p95": 0.009689277172088622,
163
- "p99": 0.009862082109451295,
164
- "stdev": 0.0002730299528602616,
165
- "stdev_": 2.960341292383275
166
  },
167
  "throughput": {
168
  "unit": "samples/s",
169
- "value": 216.85102761588914
170
  },
171
  "energy": {
172
  "unit": "kWh",
173
- "cpu": 1.1305339677018522e-07,
174
- "ram": 6.152497565380289e-08,
175
- "gpu": 3.2604847886794727e-07,
176
- "total": 5.006268512919356e-07
177
  },
178
  "efficiency": {
179
  "unit": "samples/kWh",
180
- "value": 3994991.4688729304
181
  }
182
  }
183
  }
 
2
  "load_model": {
3
  "memory": {
4
  "unit": "MB",
5
+ "max_ram": 867.557376,
6
+ "max_global_vram": 689.43872,
7
  "max_process_vram": 0.0,
8
  "max_reserved": 96.468992,
9
  "max_allocated": 87.191552
 
11
  "latency": {
12
  "unit": "s",
13
  "values": [
14
+ 0.43643392944335935
15
  ],
16
  "count": 1,
17
+ "total": 0.43643392944335935,
18
+ "mean": 0.43643392944335935,
19
+ "p50": 0.43643392944335935,
20
+ "p90": 0.43643392944335935,
21
+ "p95": 0.43643392944335935,
22
+ "p99": 0.43643392944335935,
23
  "stdev": 0,
24
  "stdev_": 0
25
  },
26
  "throughput": null,
27
  "energy": {
28
  "unit": "kWh",
29
+ "cpu": 0.0001002506799069443,
30
+ "ram": 5.489843986827645e-05,
31
+ "gpu": 0.0001297570482499999,
32
+ "total": 0.00028490616802522066
33
  },
34
  "efficiency": null
35
  },
36
  "forward": {
37
  "memory": {
38
  "unit": "MB",
39
+ "max_ram": 1190.232064,
40
  "max_global_vram": 815.26784,
41
  "max_process_vram": 0.0,
42
  "max_reserved": 165.675008,
 
45
  "latency": {
46
  "unit": "s",
47
  "values": [
48
+ 0.010088447570800782,
49
+ 0.009494527816772461,
50
+ 0.009469951629638672,
51
+ 0.00963379192352295,
52
+ 0.009631744384765625,
53
+ 0.009622528076171874,
54
+ 0.009491456031799317,
55
+ 0.009317376136779786,
 
 
 
 
 
 
56
  0.009496576309204101,
57
+ 0.009538559913635255,
58
+ 0.009433088302612304,
59
+ 0.009474047660827637,
60
+ 0.009316351890563965,
61
+ 0.009378815650939941,
62
+ 0.009363455772399902,
63
+ 0.009312255859375,
64
+ 0.009683967590332031,
65
  0.00940236759185791,
66
+ 0.009274335861206054,
67
+ 0.009305088043212891,
68
+ 0.009399295806884766,
69
+ 0.009340928077697755,
70
+ 0.009331711769104004,
71
+ 0.009395199775695801,
72
+ 0.009333760261535644,
73
+ 0.009644031524658203,
74
+ 0.009686016082763671,
75
+ 0.009686047554016114,
76
+ 0.009564160346984863,
77
+ 0.009424896240234374,
78
+ 0.009380864143371583,
79
  0.009422847747802734,
80
+ 0.009313280105590821,
81
+ 0.0094136323928833,
82
+ 0.00963379192352295,
83
+ 0.009346048355102539,
84
+ 0.009334783554077148,
85
+ 0.00902451229095459,
86
+ 0.009166848182678223,
87
+ 0.009156607627868652,
88
+ 0.00914739227294922,
89
+ 0.009184224128723145,
90
+ 0.009266176223754884,
91
+ 0.009515968322753907,
92
+ 0.00926416015625,
 
 
 
 
 
 
 
 
 
93
  0.00908083152770996,
94
+ 0.009162752151489258,
95
+ 0.009058303833007812,
96
+ 0.00906447982788086,
97
+ 0.009103360176086426,
98
+ 0.008969216346740723,
99
+ 0.008947711944580078,
100
+ 0.008928256034851074,
101
+ 0.009000960350036622,
102
+ 0.008938495635986327,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
103
  0.008981504440307618,
104
+ 0.008962047576904298,
105
+ 0.008993791580200196,
106
+ 0.008765439987182617,
107
+ 0.008806400299072266,
108
+ 0.00889139175415039,
109
+ 0.008889344215393067,
110
+ 0.008894463539123536,
111
+ 0.008872960090637207,
112
+ 0.00888319969177246,
113
+ 0.008896512031555176,
114
+ 0.00872447967529297,
115
+ 0.008524800300598144,
116
+ 0.00852070426940918,
117
+ 0.008845312118530273,
118
+ 0.008958975791931152,
119
+ 0.008598527908325194,
120
+ 0.008584192276000976,
121
+ 0.008521727561950684,
122
+ 0.008530943870544434,
123
+ 0.008500224113464355,
124
+ 0.008498111724853515,
125
+ 0.00851251220703125,
126
+ 0.008499168395996093,
127
+ 0.008515583992004394,
128
+ 0.00848793601989746,
129
+ 0.00849407958984375,
130
+ 0.008495136260986328,
131
+ 0.008482815742492676,
132
+ 0.008523776054382324,
133
+ 0.00850432014465332,
134
+ 0.00903270435333252,
135
+ 0.009063424110412598,
136
+ 0.010186752319335938,
137
+ 0.01163161563873291,
138
+ 0.010789888381958008,
139
+ 0.009263039588928223,
140
+ 0.00900607967376709,
141
+ 0.008922112464904786,
142
+ 0.008921088218688965,
143
+ 0.00894156837463379,
144
+ 0.008985600471496581,
145
+ 0.008907711982727051,
146
+ 0.008912991523742676,
147
+ 0.008929183959960937,
148
+ 0.008947711944580078,
149
+ 0.008922112464904786,
150
+ 0.00890060806274414,
151
+ 0.00923033618927002,
152
+ 0.008969216346740723,
153
+ 0.008839167594909669,
154
+ 0.008856575965881347,
155
+ 0.00889139175415039,
156
+ 0.008875967979431153,
157
+ 0.008879103660583497
158
  ],
159
+ "count": 110,
160
+ "total": 1.004326622962952,
161
+ "mean": 0.009130242026935922,
162
+ "p50": 0.009045504093170165,
163
+ "p90": 0.009623449707031249,
164
+ "p95": 0.009685094261169433,
165
+ "p99": 0.01073560613632202,
166
+ "stdev": 0.0004661887389272493,
167
+ "stdev_": 5.105984458592721
168
  },
169
  "throughput": {
170
  "unit": "samples/s",
171
+ "value": 219.0522435330439
172
  },
173
  "energy": {
174
  "unit": "kWh",
175
+ "cpu": 1.1048724103652404e-07,
176
+ "ram": 6.036028643370036e-08,
177
+ "gpu": 3.278063322037024e-07,
178
+ "total": 4.98653859673927e-07
179
  },
180
  "efficiency": {
181
  "unit": "samples/kWh",
182
+ "value": 4010798.1943783867
183
  }
184
  }
185
  }