Hugging Face's logo

Datasets:
optimum-benchmark
/
cuda

Dataset card Data Studio Files Community
IlyasMoutawwakil HF staff commited on
Commit
b9fa92d
·
verified ·
1 Parent(s): f190177

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 +133 -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": 871.784448,
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
- 0.4417894287109375
15
  ],
16
  "count": 1,
17
- "total": 0.4417894287109375,
18
- "mean": 0.4417894287109375,
19
- "p50": 0.4417894287109375,
20
- "p90": 0.4417894287109375,
21
- "p95": 0.4417894287109375,
22
- "p99": 0.4417894287109375,
23
  "stdev": 0,
24
  "stdev_": 0
25
  },
26
  "throughput": null,
27
  "energy": {
28
  "unit": "kWh",
29
- "cpu": 0.00010069905435208309,
30
- "ram": 5.517234089637432e-05,
31
- "gpu": 0.0001357798308459998,
32
- "total": 0.0002916512260944572
33
  },
34
  "efficiency": null
35
  },
36
  "forward": {
37
  "memory": {
38
  "unit": "MB",
39
- "max_ram": 1193.61536,
40
  "max_global_vram": 815.26784,
41
  "max_process_vram": 0.0,
42
  "max_reserved": 165.675008,
@@ -45,142 +45,143 @@
45
  "latency": {
46
  "unit": "s",
47
  "values": [
48
- 0.009679807662963866,
49
- 0.00902143955230713,
50
- 0.008970239639282226,
51
- 0.009161727905273438,
52
- 0.008984576225280762,
53
- 0.00899071979522705,
54
- 0.009126848220825195,
55
- 0.009170944213867188,
56
- 0.009184255599975585,
57
- 0.009173983573913575,
58
- 0.008972288131713867,
59
- 0.00889958381652832,
60
- 0.009120767593383788,
61
- 0.008966143608093263,
62
- 0.008966143608093263,
63
- 0.008963071823120117,
64
- 0.008944640159606934,
65
- 0.008968192100524902,
66
- 0.008889344215393067,
67
- 0.008883328437805175,
68
- 0.009125887870788574,
69
- 0.009029631614685058,
70
- 0.008863743782043456,
71
- 0.008863743782043456,
 
 
 
 
 
 
72
  0.00893337631225586,
 
 
 
 
 
 
 
73
  0.008936448097229004,
74
- 0.008940544128417969,
75
- 0.008963071823120117,
76
- 0.008867839813232421,
77
- 0.00888319969177246,
78
- 0.00912384033203125,
79
- 0.009154560089111329,
80
- 0.009096192359924317,
81
- 0.009026559829711914,
82
- 0.009000960350036622,
83
- 0.008978431701660156,
84
- 0.0090316801071167,
85
  0.008927231788635253,
86
- 0.008777791976928712,
87
- 0.008737792015075683,
88
- 0.00870911979675293,
89
- 0.008782848358154297,
90
- 0.008692735671997071,
91
- 0.009065471649169921,
92
- 0.009142208099365234,
93
- 0.009086976051330567,
94
- 0.009095168113708496,
95
- 0.009309184074401856,
96
- 0.009289695739746093,
97
- 0.009233471870422363,
98
- 0.009192447662353515,
99
- 0.00889139175415039,
100
- 0.009564160346984863,
101
- 0.009027520179748534,
102
- 0.009152544021606446,
103
- 0.009111552238464356,
104
- 0.008956928253173829,
105
- 0.008989695549011231,
106
- 0.00890777587890625,
107
- 0.008715264320373535,
108
- 0.008770560264587402,
109
  0.008884223937988281,
110
- 0.008901632308959961,
111
- 0.00882688045501709,
112
  0.008885248184204102,
113
- 0.00902348804473877,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
114
  0.008903679847717285,
115
- 0.01042124843597412,
116
- 0.010386431694030761,
117
- 0.009056256294250489,
118
  0.00890777587890625,
119
- 0.008943615913391113,
120
- 0.008864768028259277,
121
- 0.008870911598205567,
122
- 0.008729599952697753,
123
  0.008909824371337891,
124
- 0.008782848358154297,
125
- 0.008787967681884766,
126
- 0.008852479934692382,
127
- 0.008759296417236329,
128
- 0.008769536018371582,
129
- 0.008862719535827637,
130
- 0.008781824111938476,
131
- 0.008805503845214844,
132
- 0.008785920143127441,
133
- 0.008828927993774414,
134
- 0.00881766414642334,
135
- 0.009455615997314454,
136
- 0.008934399604797364,
137
- 0.00894156837463379,
138
- 0.008835071563720704,
139
- 0.008833024024963379,
140
- 0.008853504180908203,
141
- 0.008873984336853028,
142
- 0.008871935844421386,
143
- 0.00885043239593506,
144
- 0.008852479934692382,
145
- 0.00881766414642334,
146
- 0.008827903747558593,
147
- 0.00885043239593506,
148
- 0.008781824111938476,
149
- 0.008862719535827637,
150
- 0.008837120056152344,
151
- 0.008857600212097168,
152
- 0.008835103988647461,
153
- 0.008846336364746094,
154
- 0.008767487525939942,
155
- 0.008790016174316406,
156
- 0.008848416328430175,
157
- 0.008812543869018554,
158
- 0.00885654354095459
159
  ],
160
- "count": 111,
161
- "total": 0.996231294631958,
162
- "mean": 0.008975056708396016,
163
- "p50": 0.00890777587890625,
164
- "p90": 0.009170944213867188,
165
- "p95": 0.009299439907073975,
166
- "p99": 0.010315769290924075,
167
- "stdev": 0.000256310730052829,
168
- "stdev_": 2.855811816910913
169
  },
170
  "throughput": {
171
  "unit": "samples/s",
172
- "value": 222.83981761686624
173
  },
174
  "energy": {
175
  "unit": "kWh",
176
- "cpu": 1.0709334070945485e-07,
177
- "ram": 5.8510542651872096e-08,
178
- "gpu": 2.9704478218018175e-07,
179
- "total": 4.6264866554150875e-07
180
  },
181
  "efficiency": {
182
  "unit": "samples/kWh",
183
- "value": 4322934.764459102
184
  }
185
  }
186
  }
 
2
  "load_model": {
3
  "memory": {
4
  "unit": "MB",
5
+ "max_ram": 879.415296,
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
+ 0.4361031799316406
15
  ],
16
  "count": 1,
17
+ "total": 0.4361031799316406,
18
+ "mean": 0.4361031799316406,
19
+ "p50": 0.4361031799316406,
20
+ "p90": 0.4361031799316406,
21
+ "p95": 0.4361031799316406,
22
+ "p99": 0.4361031799316406,
23
  "stdev": 0,
24
  "stdev_": 0
25
  },
26
  "throughput": null,
27
  "energy": {
28
  "unit": "kWh",
29
+ "cpu": 0.00010083006129861094,
30
+ "ram": 5.526185442981225e-05,
31
+ "gpu": 0.0001348042745100001,
32
+ "total": 0.0002908961902384233
33
  },
34
  "efficiency": null
35
  },
36
  "forward": {
37
  "memory": {
38
  "unit": "MB",
39
+ "max_ram": 1201.205248,
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
+ 0.009431039810180664,
49
+ 0.008598527908325194,
50
+ 0.008567808151245117,
51
+ 0.008562687873840333,
52
+ 0.008532992362976074,
53
+ 0.008514559745788575,
54
+ 0.008559616088867187,
55
+ 0.008536064147949218,
56
+ 0.008565759658813477,
57
+ 0.008796159744262694,
58
+ 0.00853923225402832,
59
+ 0.009342975616455078,
60
+ 0.009884672164916992,
61
+ 0.009445376396179199,
62
+ 0.009103360176086426,
63
+ 0.009050111770629882,
64
+ 0.008992768287658692,
65
+ 0.008983551979064941,
66
+ 0.008979455947875976,
67
+ 0.009051136016845703,
68
+ 0.008912896156311035,
69
+ 0.0089303035736084,
70
+ 0.008919039726257324,
71
+ 0.008942591667175292,
72
+ 0.008918016433715821,
73
+ 0.008914943695068359,
74
+ 0.0089169921875,
75
+ 0.008967167854309082,
76
+ 0.00892518424987793,
77
+ 0.008914943695068359,
78
  0.00893337631225586,
79
+ 0.00899071979522705,
80
+ 0.008905728340148926,
81
+ 0.008943615913391113,
82
+ 0.0089169921875,
83
+ 0.008940608024597167,
84
+ 0.008969216346740723,
85
+ 0.008936448097229004,
86
  0.008936448097229004,
 
 
 
 
 
 
 
 
 
 
 
87
  0.008927231788635253,
88
+ 0.008876031875610351,
89
+ 0.008750080108642578,
90
+ 0.008814592361450196,
91
+ 0.008765343666076661,
92
+ 0.008748031616210938,
93
+ 0.008781760215759278,
94
+ 0.008739839553833008,
95
+ 0.008781824111938476,
96
+ 0.008813568115234375,
97
+ 0.008909824371337891,
98
+ 0.00890880012512207,
99
+ 0.008922112464904786,
 
 
 
 
 
 
 
 
 
 
 
100
  0.008884223937988281,
 
 
101
  0.008885248184204102,
102
+ 0.008927231788635253,
103
+ 0.009076736450195312,
104
+ 0.009071616172790528,
105
+ 0.009018367767333984,
106
+ 0.009055232048034668,
107
+ 0.00901625633239746,
108
+ 0.008989695549011231,
109
+ 0.009047039985656738,
110
+ 0.009360383987426758,
111
+ 0.009064448356628419,
112
+ 0.009045951843261719,
113
+ 0.009062432289123535,
114
+ 0.008962047576904298,
115
+ 0.008942591667175292,
116
+ 0.008929216384887695,
117
+ 0.00898252773284912,
118
+ 0.008940544128417969,
119
+ 0.008904704093933105,
120
+ 0.008931327819824218,
121
+ 0.00893228816986084,
122
+ 0.008913920402526856,
123
+ 0.008911871910095214,
124
+ 0.00890880012512207,
125
+ 0.008948736190795899,
126
+ 0.008896512031555176,
127
+ 0.008922112464904786,
128
+ 0.009071552276611328,
129
+ 0.008993791580200196,
130
+ 0.008905728340148926,
131
+ 0.0088985595703125,
132
+ 0.0088853120803833,
133
+ 0.008923135757446288,
134
+ 0.008876031875610351,
135
+ 0.00889241600036621,
136
+ 0.008890399932861328,
137
+ 0.00890675163269043,
138
+ 0.008926207542419434,
139
+ 0.008913920402526856,
140
+ 0.008936448097229004,
141
+ 0.00889958381652832,
142
+ 0.008921088218688965,
143
+ 0.00889958381652832,
144
+ 0.008923135757446288,
145
+ 0.00890060806274414,
146
+ 0.008954848289489746,
147
+ 0.008902655601501466,
148
+ 0.00891596794128418,
149
  0.008903679847717285,
 
 
 
150
  0.00890777587890625,
 
 
 
 
151
  0.008909824371337891,
152
+ 0.00889958381652832,
153
+ 0.008869888305664063,
154
+ 0.00888319969177246,
155
+ 0.008937472343444825,
156
+ 0.00888931179046631,
157
+ 0.00889958381652832,
158
+ 0.008891327857971192,
159
+ 0.008911871910095214
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
160
  ],
161
+ "count": 112,
162
+ "total": 0.9992854404449462,
163
+ "mean": 0.008922191432544163,
164
+ "p50": 0.0089169921875,
165
+ "p90": 0.009054822444915771,
166
+ "p95": 0.009088717126846313,
167
+ "p99": 0.00944379937171936,
168
+ "stdev": 0.00017832673570572494,
169
+ "stdev_": 1.998687621241445
170
  },
171
  "throughput": {
172
  "unit": "samples/s",
173
+ "value": 224.1601757954772
174
  },
175
  "energy": {
176
  "unit": "kWh",
177
+ "cpu": 1.1089873914849402e-07,
178
+ "ram": 6.076665936890343e-08,
179
+ "gpu": 3.015760460373833e-07,
180
+ "total": 4.7324144455478103e-07
181
  },
182
  "efficiency": {
183
  "unit": "samples/kWh",
184
+ "value": 4226172.544717786
185
  }
186
  }
187
  }