Hugging Face's logo

Datasets:
optimum-benchmark
/
cuda

Dataset card Data Studio Files Community
IlyasMoutawwakil HF staff commited on
Commit
9d3a785
·
verified ·
1 Parent(s): 3eef69d

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 +207 -191
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": 949.4528,
6
  "max_global_vram": 1047.003136,
7
  "max_process_vram": 0.0,
8
  "max_reserved": 396.361728,
@@ -10,213 +10,229 @@
10
  },
11
  "latency": {
12
  "unit": "s",
13
- "count": 182,
14
- "total": 0.9946089243888867,
15
- "mean": 0.005464884199938931,
16
- "stdev": 0.00017851148158669873,
17
- "p50": 0.005501440048217773,
18
- "p90": 0.005670911788940429,
19
- "p95": 0.005700638580322266,
20
- "p99": 0.005831741557121277,
21
  "values": [
22
- 0.005817344188690185,
23
- 0.0057497601509094234,
24
- 0.0057118721008300784,
25
- 0.005780479907989502,
26
- 0.005701632022857666,
27
- 0.005693408012390136,
28
- 0.005686240196228027,
29
- 0.005716991901397705,
30
- 0.005700607776641845,
31
- 0.005670911788940429,
32
- 0.005670911788940429,
33
- 0.005596159934997558,
34
- 0.005582848072052002,
35
- 0.005573631763458252,
36
- 0.00556441593170166,
37
- 0.005638144016265869,
38
- 0.0055511040687561035,
39
  0.005448703765869141,
40
- 0.005432320117950439,
41
- 0.005422080039978027,
42
- 0.005547008037567139,
43
- 0.0055316481590271,
44
- 0.005582848072052002,
45
- 0.005638144016265869,
46
- 0.00562278413772583,
47
- 0.005681151866912842,
48
- 0.00558892822265625,
49
- 0.00555622386932373,
50
- 0.005550079822540284,
51
- 0.005509183883666992,
52
- 0.005657599925994873,
53
  0.0056145920753479005,
54
- 0.005638144016265869,
55
- 0.005615615844726562,
56
- 0.005607423782348633,
57
- 0.005693439960479736,
58
- 0.005569536209106446,
59
- 0.005573631763458252,
60
- 0.005568511962890625,
61
- 0.005581823825836182,
62
- 0.00562278413772583,
63
- 0.005598207950592041,
64
- 0.005549056053161621,
65
- 0.0054579200744628905,
66
- 0.005412864208221436,
67
- 0.005467135906219483,
68
- 0.005465023994445801,
69
- 0.005501952171325684,
70
- 0.005453824043273926,
71
- 0.0054579200744628905,
72
- 0.005593088150024414,
73
- 0.005561344146728516,
74
- 0.005567488193511963,
75
- 0.005667840003967285,
76
- 0.005640192031860352,
77
- 0.005681151866912842,
78
- 0.005634047985076904,
79
- 0.005675007820129394,
80
- 0.005576704025268555,
81
- 0.0055071358680725095,
82
- 0.005534719944000244,
83
- 0.005586944103240967,
84
- 0.005661695957183838,
85
- 0.0055797758102417,
86
- 0.0055623679161071774,
87
- 0.0056852478981018065,
88
- 0.005591008186340332,
89
- 0.005488639831542969,
90
- 0.005450751781463623,
91
- 0.005527552127838135,
92
- 0.005594111919403076,
93
- 0.005500927925109863,
94
- 0.005585919857025146,
95
- 0.005655519962310791,
96
- 0.005533696174621582,
97
- 0.005516287803649903,
98
- 0.005484543800354004,
99
- 0.00550707197189331,
100
- 0.005517343997955323,
101
- 0.005500927925109863,
102
- 0.005558207988739013,
103
- 0.0055327038764953615,
104
- 0.005489664077758789,
105
- 0.005590047836303711,
106
- 0.005540863990783691,
107
- 0.005700640201568604,
108
- 0.005645311832427978,
109
- 0.005666816234588623,
110
- 0.005638144016265869,
111
- 0.005620736122131348,
112
- 0.00563705587387085,
113
- 0.00555622386932373,
114
- 0.005638144016265869,
115
- 0.005547967910766602,
116
- 0.005426176071166992,
117
- 0.005610496044158936,
118
- 0.005429247856140137,
119
- 0.005319680213928223,
120
- 0.00530944013595581,
121
- 0.0052551040649414064,
122
- 0.005274623870849609,
123
- 0.005321728229522705,
124
- 0.005289023876190186,
125
- 0.005299200057983398,
126
- 0.005238783836364746,
127
- 0.005191679954528809,
128
- 0.005199808120727539,
129
- 0.005276671886444092,
130
- 0.005288959980010987,
131
- 0.005545983791351319,
132
- 0.005569503784179687,
133
- 0.005539904117584229,
134
- 0.005893119812011719,
135
- 0.0055623679161071774,
136
- 0.005590015888214111,
137
- 0.005609471797943116,
138
- 0.005637119770050049,
139
- 0.005725183963775635,
140
- 0.005371903896331787,
141
- 0.00537395191192627,
142
- 0.005393407821655274,
143
- 0.005352447986602784,
144
- 0.00537395191192627,
145
- 0.005401599884033203,
146
- 0.005352447986602784,
147
- 0.005437439918518067,
148
- 0.0053821439743042,
149
- 0.00535859203338623,
150
- 0.005452799797058106,
151
- 0.005379072189331055,
152
- 0.0053606400489807126,
153
- 0.0054609918594360355,
154
- 0.005368768215179443,
155
- 0.00537395191192627,
156
- 0.005422080039978027,
157
- 0.005393407821655274,
158
- 0.005250048160552978,
159
- 0.005194752216339111,
160
- 0.005174272060394287,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
161
  0.005172224044799805,
162
- 0.0052070398330688475,
163
- 0.005193727970123291,
164
- 0.005180416107177735,
165
- 0.005222400188446045,
166
- 0.005174272060394287,
167
- 0.005180416107177735,
168
- 0.005184512138366699,
169
- 0.005216256141662597,
170
- 0.005180416107177735,
171
- 0.005197824001312256,
172
- 0.005202943801879883,
173
- 0.0051701760292053225,
174
- 0.005174272060394287,
175
- 0.005239808082580567,
176
- 0.005971968173980713,
177
- 0.0053678078651428224,
178
- 0.005453824043273926,
179
- 0.0054609918594360355,
180
- 0.005547008037567139,
181
- 0.0053678078651428224,
182
- 0.0053606400489807126,
183
- 0.005399551868438721,
184
- 0.005337088108062744,
185
- 0.005342207908630371,
186
- 0.005401599884033203,
187
- 0.005286911964416504,
188
- 0.005191679954528809,
189
- 0.005265408039093018,
190
  0.005173247814178467,
191
- 0.005171199798583984,
192
- 0.00521830415725708,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
193
  0.005179391860961914,
194
- 0.005202943801879883,
195
- 0.0051968002319335935,
196
- 0.005213183879852295,
197
- 0.005182464122772217,
198
- 0.005232639789581299,
199
- 0.005225535869598389,
200
- 0.005193727970123291,
 
 
 
 
 
 
201
  0.005173247814178467,
202
- 0.005232639789581299,
203
- 0.005174272060394287
 
 
 
 
 
 
 
 
204
  ]
205
  },
206
  "throughput": {
207
  "unit": "samples/s",
208
- "value": 182.9864940251021
209
  },
210
  "energy": {
211
  "unit": "kWh",
212
- "cpu": 6.446753088776415e-08,
213
- "ram": 3.511596990122328e-08,
214
- "gpu": 1.3898809917837552e-07,
215
- "total": 2.3857159996736295e-07
216
  },
217
  "efficiency": {
218
  "unit": "samples/kWh",
219
- "value": 4191613.7551024593
220
  }
221
  }
222
  }
 
2
  "forward": {
3
  "memory": {
4
  "unit": "MB",
5
+ "max_ram": 949.366784,
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": 198,
14
+ "total": 0.9952492475509648,
15
+ "mean": 0.005026511351267497,
16
+ "stdev": 0.00020907735921384867,
17
+ "p50": 0.004914175987243652,
18
+ "p90": 0.005182678270339966,
19
+ "p95": 0.005467494511604308,
20
+ "p99": 0.005828679695129395,
21
  "values": [
22
+ 0.005826560020446778,
23
+ 0.005612544059753418,
24
+ 0.005675007820129394,
25
+ 0.005635072231292724,
26
+ 0.0055101442337036136,
27
+ 0.0054271998405456545,
 
 
 
 
 
 
 
 
 
 
 
28
  0.005448703765869141,
29
+ 0.005459968090057373,
30
+ 0.005398528099060058,
 
 
 
 
 
 
 
 
 
 
 
31
  0.0056145920753479005,
32
+ 0.005974016189575195,
33
+ 0.005126143932342529,
34
+ 0.004935679912567138,
35
+ 0.0049192957878112795,
36
+ 0.004903935909271241,
37
+ 0.004891647815704346,
38
+ 0.004918272018432617,
39
+ 0.004910079956054687,
40
+ 0.004898816108703613,
41
+ 0.004902912139892578,
42
+ 0.004884479999542236,
43
+ 0.004928512096405029,
44
+ 0.0048895998001098635,
45
+ 0.004882431983947754,
46
+ 0.00491212797164917,
47
+ 0.004914175987243652,
48
+ 0.004891615867614746,
49
+ 0.00491315221786499,
50
+ 0.004890624046325683,
51
+ 0.004921343803405762,
52
+ 0.004901887893676758,
53
+ 0.004892672061920166,
54
+ 0.004893695831298828,
55
+ 0.0048752641677856446,
56
+ 0.004900864124298096,
57
+ 0.0048793601989746095,
58
+ 0.00486195182800293,
59
+ 0.004884479999542236,
60
+ 0.0049090561866760255,
61
+ 0.0048855037689208985,
62
+ 0.004878335952758789,
63
+ 0.004892672061920166,
64
+ 0.004893695831298828,
65
+ 0.004880383968353271,
66
+ 0.004863999843597412,
67
+ 0.004891647815704346,
68
+ 0.0048793601989746095,
69
+ 0.004918272018432617,
70
+ 0.004893695831298828,
71
+ 0.004877312183380127,
72
+ 0.0048855037689208985,
73
+ 0.004922368049621582,
74
+ 0.004896768093109131,
75
+ 0.004900864124298096,
76
+ 0.004899839878082276,
77
+ 0.004878335952758789,
78
+ 0.004918272018432617,
79
+ 0.004902912139892578,
80
+ 0.004918272018432617,
81
+ 0.004881408214569092,
82
+ 0.004930560111999512,
83
+ 0.004895743846893311,
84
+ 0.0048855037689208985,
85
+ 0.004896768093109131,
86
+ 0.004898816108703613,
87
+ 0.004888576030731201,
88
+ 0.004884479999542236,
89
+ 0.004902912139892578,
90
+ 0.004876287937164306,
91
+ 0.004907008171081543,
92
+ 0.004878335952758789,
93
+ 0.004882431983947754,
94
+ 0.004903935909271241,
95
+ 0.004918272018432617,
96
+ 0.004883456230163574,
97
+ 0.004891647815704346,
98
+ 0.004890624046325683,
99
+ 0.004905983924865722,
100
+ 0.004899839878082276,
101
+ 0.004898816108703613,
102
+ 0.004910079956054687,
103
+ 0.004888576030731201,
104
+ 0.004922368049621582,
105
+ 0.004880383968353271,
106
+ 0.004898816108703613,
107
+ 0.004905983924865722,
108
+ 0.004924416065216064,
109
+ 0.0048895998001098635,
110
+ 0.004882431983947754,
111
+ 0.004886591911315918,
112
+ 0.004884479999542236,
113
+ 0.004888576030731201,
114
+ 0.004874239921569825,
115
+ 0.004880383968353271,
116
+ 0.004890624046325683,
117
+ 0.004907008171081543,
118
+ 0.004898848056793213,
119
+ 0.004903935909271241,
120
+ 0.004908031940460205,
121
+ 0.004930624008178711,
122
+ 0.004930560111999512,
123
+ 0.004903903961181641,
124
+ 0.00491315221786499,
125
+ 0.004931615829467773,
126
+ 0.004903935909271241,
127
+ 0.004883552074432373,
128
+ 0.004907008171081543,
129
+ 0.004901887893676758,
130
+ 0.00487014389038086,
131
+ 0.004838399887084961,
132
+ 0.004832255840301514,
133
+ 0.0048558077812194825,
134
+ 0.0049510722160339355,
135
+ 0.0049428482055664065,
136
+ 0.004893695831298828,
137
+ 0.004921343803405762,
138
+ 0.004927487850189209,
139
+ 0.004904960155487061,
140
+ 0.0049090561866760255,
141
+ 0.004908031940460205,
142
+ 0.0049008321762084965,
143
+ 0.004928512096405029,
144
+ 0.004917247772216797,
145
+ 0.004914175987243652,
146
+ 0.004888576030731201,
147
+ 0.0049192957878112795,
148
+ 0.004890624046325683,
149
+ 0.004901887893676758,
150
+ 0.004896768093109131,
151
+ 0.004914175987243652,
152
+ 0.004900864124298096,
153
+ 0.004900864124298096,
154
+ 0.00491212797164917,
155
+ 0.004922368049621582,
156
+ 0.0048895998001098635,
157
+ 0.004893695831298828,
158
+ 0.005227519989013672,
159
+ 0.005251071929931641,
160
+ 0.005135424137115478,
161
+ 0.005131264209747314,
162
+ 0.005111807823181152,
163
+ 0.005144544124603271,
164
+ 0.005125120162963868,
165
+ 0.0051476478576660155,
166
  0.005172224044799805,
167
+ 0.0051404800415039064,
168
+ 0.0051476478576660155,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
169
  0.005173247814178467,
170
+ 0.005131264209747314,
171
+ 0.005131264209747314,
172
+ 0.005138432025909424,
173
+ 0.005180416107177735,
174
+ 0.005132287979125977,
175
+ 0.005138432025909424,
176
+ 0.005157887935638428,
177
+ 0.005128191947937012,
178
+ 0.005134335994720459,
179
+ 0.005133247852325439,
180
+ 0.005167103767395019,
181
+ 0.005146624088287354,
182
+ 0.005115903854370117,
183
+ 0.005145599842071533,
184
+ 0.005100480079650879,
185
+ 0.005111807823181152,
186
+ 0.005099487781524658,
187
+ 0.005138432025909424,
188
+ 0.005104640007019043,
189
+ 0.005112832069396973,
190
+ 0.005135359764099121,
191
+ 0.005188608169555664,
192
+ 0.005165056228637695,
193
+ 0.005897215843200684,
194
+ 0.005409791946411133,
195
  0.005179391860961914,
196
+ 0.005185567855834961,
197
+ 0.005650432109832764,
198
+ 0.005739456176757813,
199
+ 0.005163008213043213,
200
+ 0.005125120162963868,
201
+ 0.005157887935638428,
202
+ 0.0052111358642578124,
203
+ 0.005152736186981201,
204
+ 0.005173247814178467,
205
+ 0.005181439876556396,
206
+ 0.005126143932342529,
207
+ 0.00516096019744873,
208
+ 0.005131264209747314,
209
  0.005173247814178467,
210
+ 0.005124095916748047,
211
+ 0.005138432025909424,
212
+ 0.005142528057098389,
213
+ 0.005114880084991455,
214
+ 0.005126143932342529,
215
+ 0.005127168178558349,
216
+ 0.005116928100585938,
217
+ 0.005089280128479004,
218
+ 0.005102591991424561,
219
+ 0.005129280090332031
220
  ]
221
  },
222
  "throughput": {
223
  "unit": "samples/s",
224
+ "value": 198.94513910683554
225
  },
226
  "energy": {
227
  "unit": "kWh",
228
+ "cpu": 5.834189329763286e-08,
229
+ "ram": 3.189443302240591e-08,
230
+ "gpu": 1.227094577733988e-07,
231
+ "total": 2.1294578409343754e-07
232
  },
233
  "efficiency": {
234
  "unit": "samples/kWh",
235
+ "value": 4696030.983929761
236
  }
237
  }
238
  }