Hugging Face's logo

Datasets:
optimum-benchmark
/
cpu

Dataset card Viewer Files Community
IlyasMoutawwakil HF staff commited on
Commit
305458a
·
verified ·
1 Parent(s): dac5a25

Upload cpu_inference_transformers_text-generation_openai-community/gpt2/benchmark_report.json with huggingface_hub

Browse files
Files changed (1) hide show
  1. cpu_inference_transformers_text-generation_openai-community/gpt2/benchmark_report.json +75 -78
cpu_inference_transformers_text-generation_openai-community/gpt2/benchmark_report.json CHANGED
@@ -2,7 +2,7 @@
2
  "prefill": {
3
  "memory": {
4
  "unit": "MB",
5
- "max_ram": 955.86304,
6
  "max_global_vram": null,
7
  "max_process_vram": null,
8
  "max_reserved": null,
@@ -10,51 +10,50 @@
10
  },
11
  "latency": {
12
  "unit": "s",
13
- "count": 14,
14
- "total": 0.6466785789999676,
15
- "mean": 0.04619132707142626,
16
- "stdev": 0.002444838147601616,
17
- "p50": 0.04648068749997947,
18
- "p90": 0.048878021100006205,
19
- "p95": 0.0489982560000044,
20
- "p99": 0.04913566079999328,
21
  "values": [
22
- 0.04803570899997567,
23
- 0.04881326899999294,
24
- 0.0464519340000038,
25
- 0.04890577200001189,
26
- 0.04805475400002024,
27
- 0.04607904900001358,
28
- 0.04238081900001589,
29
- 0.04396958400002404,
30
- 0.04250237600001583,
31
- 0.04271998199999416,
32
- 0.04452450899998439,
33
- 0.04650944099995513,
34
- 0.048561368999969545,
35
- 0.04917001199999049
36
  ]
37
  },
38
  "throughput": {
39
  "unit": "tokens/s",
40
- "value": 43.298171470747604
41
  },
42
  "energy": {
43
  "unit": "kWh",
44
- "cpu": 1.71323047168013e-06,
45
- "ram": 7.159635701472294e-08,
46
  "gpu": 0.0,
47
- "total": 1.784826828694853e-06
48
  },
49
  "efficiency": {
50
  "unit": "tokens/kWh",
51
- "value": 1120556.8898034166
52
  }
53
  },
54
  "decode": {
55
  "memory": {
56
  "unit": "MB",
57
- "max_ram": 955.86304,
58
  "max_global_vram": null,
59
  "max_process_vram": null,
60
  "max_reserved": null,
@@ -62,78 +61,76 @@
62
  },
63
  "latency": {
64
  "unit": "s",
65
- "count": 14,
66
- "total": 0.39997615100008943,
67
- "mean": 0.02856972507143496,
68
- "stdev": 0.002029412536081166,
69
- "p50": 0.02900631450000901,
70
- "p90": 0.03077352510003948,
71
- "p95": 0.030807604550020073,
72
- "p99": 0.030833569709997732,
73
  "values": [
74
- 0.030136748000018088,
75
- 0.03079012800003511,
76
- 0.030840060999992147,
77
- 0.030668350999974336,
78
- 0.03025345699995796,
79
- 0.026768334999985655,
80
- 0.0261342329999934,
81
- 0.0260023760000081,
82
- 0.026297046000024693,
83
- 0.026190408000047682,
84
- 0.026894841000000724,
85
- 0.03073478500004967,
86
- 0.03038950100000193,
87
- 0.027875880999999936
88
  ]
89
  },
90
  "throughput": {
91
  "unit": "tokens/s",
92
- "value": 35.00208691191908
93
  },
94
  "energy": {
95
  "unit": "kWh",
96
- "cpu": 9.313993599871692e-07,
97
- "ram": 3.892871889679738e-08,
98
  "gpu": 0.0,
99
- "total": 9.703280788839672e-07
100
  },
101
  "efficiency": {
102
  "unit": "tokens/kWh",
103
- "value": 1030579.2667055046
104
  }
105
  },
106
  "per_token": {
107
  "memory": null,
108
  "latency": {
109
  "unit": "s",
110
- "count": 13,
111
- "total": 0.968865634999986,
112
- "mean": 0.0745281257692297,
113
- "stdev": 0.004295798324842498,
114
- "p50": 0.07706898899999715,
115
- "p90": 0.07948535479998782,
116
- "p95": 0.07963069979999773,
117
- "p99": 0.07965194556000597,
118
  "values": [
119
- 0.07965725700000803,
120
- 0.07725985500002253,
121
- 0.07961299499999086,
122
- 0.0782805489999987,
123
- 0.07306524000000536,
124
- 0.06852501099996289,
125
- 0.06997215900003084,
126
- 0.06879245999999739,
127
- 0.06896410000001651,
128
- 0.07142139299998007,
129
- 0.07706898899999715,
130
- 0.07897479399997565,
131
- 0.07727083300000004
132
  ]
133
  },
134
  "throughput": {
135
  "unit": "tokens/s",
136
- "value": 13.417753226431843
137
  },
138
  "energy": null,
139
  "efficiency": null
 
2
  "prefill": {
3
  "memory": {
4
  "unit": "MB",
5
+ "max_ram": 956.776448,
6
  "max_global_vram": null,
7
  "max_process_vram": null,
8
  "max_reserved": null,
 
10
  },
11
  "latency": {
12
  "unit": "s",
13
+ "count": 13,
14
+ "total": 0.6306061849999764,
15
+ "mean": 0.048508168076921265,
16
+ "stdev": 0.0025299312995963946,
17
+ "p50": 0.04884615000000281,
18
+ "p90": 0.05117744780000635,
19
+ "p95": 0.051456715000000486,
20
+ "p99": 0.051469338999987714,
21
  "values": [
22
+ 0.05147249499998452,
23
+ 0.05144619500001113,
24
+ 0.05010245899998722,
25
+ 0.04942166400002179,
26
+ 0.048712805000008075,
27
+ 0.04883560499999362,
28
+ 0.04879463899999337,
29
+ 0.04958431800000085,
30
+ 0.04887833499998351,
31
+ 0.04884615000000281,
32
+ 0.04850446699998656,
33
+ 0.04329423600000837,
34
+ 0.04271281699999463
 
35
  ]
36
  },
37
  "throughput": {
38
  "unit": "tokens/s",
39
+ "value": 41.23016966603487
40
  },
41
  "energy": {
42
  "unit": "kWh",
43
+ "cpu": 1.7326936629659314e-06,
44
+ "ram": 7.241119269548088e-08,
45
  "gpu": 0.0,
46
+ "total": 1.8051048556614125e-06
47
  },
48
  "efficiency": {
49
  "unit": "tokens/kWh",
50
+ "value": 1107968.8771138869
51
  }
52
  },
53
  "decode": {
54
  "memory": {
55
  "unit": "MB",
56
+ "max_ram": 956.776448,
57
  "max_global_vram": null,
58
  "max_process_vram": null,
59
  "max_reserved": null,
 
61
  },
62
  "latency": {
63
  "unit": "s",
64
+ "count": 13,
65
+ "total": 0.39762465899997324,
66
+ "mean": 0.030586512230767172,
67
+ "stdev": 0.0017609820449105583,
68
+ "p50": 0.030928404999997383,
69
+ "p90": 0.03238657140000214,
70
+ "p95": 0.03276847440000097,
71
+ "p99": 0.03293954448000136,
72
  "values": [
73
+ 0.03142919300000813,
74
+ 0.03262591600000064,
75
+ 0.03298231200000146,
76
+ 0.031065571999988606,
77
+ 0.030479193999980225,
78
+ 0.03103959399999212,
79
+ 0.030451370999998062,
80
+ 0.030726447000006374,
81
+ 0.030928404999997383,
82
+ 0.030871754000003193,
83
+ 0.03136871099999894,
84
+ 0.02654615199998034,
85
+ 0.027110038000017767
 
86
  ]
87
  },
88
  "throughput": {
89
  "unit": "tokens/s",
90
+ "value": 32.694149383730434
91
  },
92
  "energy": {
93
  "unit": "kWh",
94
+ "cpu": 9.984009622951638e-07,
95
+ "ram": 4.1725385001695355e-08,
96
  "gpu": 0.0,
97
+ "total": 1.040126347296859e-06
98
  },
99
  "efficiency": {
100
  "unit": "tokens/kWh",
101
+ "value": 961421.660550046
102
  }
103
  },
104
  "per_token": {
105
  "memory": null,
106
  "latency": {
107
  "unit": "s",
108
+ "count": 12,
109
+ "total": 0.945738963999986,
110
+ "mean": 0.07881158033333217,
111
+ "stdev": 0.004246475645647794,
112
+ "p50": 0.07981963950000193,
113
+ "p90": 0.08278326559999982,
114
+ "p95": 0.08350750784999547,
115
+ "p99": 0.08397796156999278,
116
  "values": [
117
+ 0.0840955749999921,
118
+ 0.08302636199999824,
119
+ 0.08059539800001403,
120
+ 0.07922230599999125,
121
+ 0.07987344500000404,
122
+ 0.07926495600000294,
123
+ 0.0803406109999969,
124
+ 0.07976519299998586,
125
+ 0.07976583399999981,
126
+ 0.08007023700000104,
127
+ 0.06988299700000766,
128
+ 0.06983604999999216
 
129
  ]
130
  },
131
  "throughput": {
132
  "unit": "tokens/s",
133
+ "value": 12.688490647827614
134
  },
135
  "energy": null,
136
  "efficiency": null