Hugging Face's logo

Datasets:
optimum-benchmark
/
cpu

Dataset card Viewer Files Community
IlyasMoutawwakil HF staff commited on
Commit
3701a70
•
1 Parent(s): ae73b73

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 +81 -75
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": 958.48448,
6
  "max_global_vram": null,
7
  "max_process_vram": null,
8
  "max_reserved": null,
@@ -10,50 +10,52 @@
10
  },
11
  "latency": {
12
  "unit": "s",
13
- "count": 13,
14
- "total": 0.619807150000014,
15
- "mean": 0.04767747307692415,
16
- "stdev": 0.0020603439226835464,
17
- "p50": 0.04793384100000253,
18
- "p90": 0.04962197659997969,
19
- "p95": 0.05005140759998881,
20
- "p99": 0.0503834255199979,
21
  "values": [
22
- 0.05046643000000017,
23
- 0.04977472599998123,
24
- 0.04858234400001038,
25
- 0.04901097899997353,
26
- 0.04793384100000253,
27
- 0.04779403100002355,
28
- 0.048052360000014005,
29
- 0.047925254000006134,
30
- 0.048038834999999835,
31
- 0.04787614299999632,
32
- 0.04791021699998055,
33
- 0.04352561000001742,
34
- 0.0429163800000083
 
 
35
  ]
36
  },
37
  "throughput": {
38
  "unit": "tokens/s",
39
- "value": 41.94853189415355
40
  },
41
  "energy": {
42
  "unit": "kWh",
43
- "cpu": 1.6951477086102522e-06,
44
- "ram": 7.083869228711849e-08,
45
  "gpu": 0.0,
46
- "total": 1.7659864008973708e-06
47
  },
48
  "efficiency": {
49
  "unit": "tokens/kWh",
50
- "value": 1132511.5521748737
51
  }
52
  },
53
  "decode": {
54
  "memory": {
55
  "unit": "MB",
56
- "max_ram": 958.48448,
57
  "max_global_vram": null,
58
  "max_process_vram": null,
59
  "max_reserved": null,
@@ -61,76 +63,80 @@
61
  },
62
  "latency": {
63
  "unit": "s",
64
- "count": 13,
65
- "total": 0.39077802200003475,
66
- "mean": 0.03005984784615652,
67
- "stdev": 0.0016019761983703314,
68
- "p50": 0.03050901500000691,
69
- "p90": 0.03133402860001411,
70
- "p95": 0.03159724700001334,
71
- "p99": 0.0318806030000087,
72
  "values": [
73
- 0.03122567500000173,
74
- 0.0313611170000172,
75
- 0.031951442000007546,
76
- 0.03052874200000133,
77
- 0.02999832700001548,
78
- 0.03087032499999509,
79
- 0.030327197999980626,
80
- 0.030084657999992714,
81
- 0.030817366999997375,
82
- 0.03050901500000691,
83
- 0.030050104000025613,
84
- 0.026382587999989937,
85
- 0.026671464000003198
 
 
86
  ]
87
  },
88
  "throughput": {
89
  "unit": "tokens/s",
90
- "value": 33.26696812032802
91
  },
92
  "energy": {
93
  "unit": "kWh",
94
- "cpu": 9.944128107141568e-07,
95
- "ram": 4.156079957501959e-08,
96
  "gpu": 0.0,
97
- "total": 1.0359736102891767e-06
98
  },
99
  "efficiency": {
100
  "unit": "tokens/kWh",
101
- "value": 965275.5534196134
102
  }
103
  },
104
  "per_token": {
105
  "memory": null,
106
  "latency": {
107
  "unit": "s",
108
- "count": 12,
109
- "total": 0.9292835340000067,
110
- "mean": 0.07744029450000056,
111
- "stdev": 0.0035348697271615466,
112
- "p50": 0.07841481900000247,
113
- "p90": 0.08042851870000049,
114
- "p95": 0.08081492074999944,
115
- "p99": 0.08109825214999916,
116
  "values": [
117
- 0.08116908499999909,
118
- 0.08052514999999971,
119
- 0.07955883700000754,
120
- 0.07794265699999414,
121
- 0.07869141700001592,
122
- 0.0784128399999986,
123
- 0.07802812599999243,
124
- 0.07884813799998369,
125
- 0.07841679800000634,
126
- 0.07801235600001633,
127
- 0.07006920699998886,
128
- 0.0696089230000041
 
 
129
  ]
130
  },
131
  "throughput": {
132
  "unit": "tokens/s",
133
- "value": 12.913174032415291
134
  },
135
  "energy": null,
136
  "efficiency": null
 
2
  "prefill": {
3
  "memory": {
4
  "unit": "MB",
5
+ "max_ram": 958.517248,
6
  "max_global_vram": null,
7
  "max_process_vram": null,
8
  "max_reserved": null,
 
10
  },
11
  "latency": {
12
  "unit": "s",
13
+ "count": 15,
14
+ "total": 0.6466673000000185,
15
+ "mean": 0.04311115333333457,
16
+ "stdev": 0.000628344142034814,
17
+ "p50": 0.04300828999998885,
18
+ "p90": 0.04377932500000838,
19
+ "p95": 0.044056888800011504,
20
+ "p99": 0.044363279360003956,
21
  "values": [
22
+ 0.04389275100001555,
23
+ 0.04296841599997947,
24
+ 0.042400681000003715,
25
+ 0.04348359200000118,
26
+ 0.04281238599998005,
27
+ 0.043486647000008816,
28
+ 0.04346382599999288,
29
+ 0.042831762000020035,
30
+ 0.043609185999997635,
31
+ 0.04300828999998885,
32
+ 0.043395868999994036,
33
+ 0.042539683000001105,
34
+ 0.04214698800001315,
35
+ 0.04443987700000207,
36
+ 0.04218734600001994
37
  ]
38
  },
39
  "throughput": {
40
  "unit": "tokens/s",
41
+ "value": 46.391707142141165
42
  },
43
  "energy": {
44
  "unit": "kWh",
45
+ "cpu": 1.6796448164516025e-06,
46
+ "ram": 7.019462726404414e-08,
47
  "gpu": 0.0,
48
+ "total": 1.7498394437156467e-06
49
  },
50
  "efficiency": {
51
  "unit": "tokens/kWh",
52
+ "value": 1142962.0055615827
53
  }
54
  },
55
  "decode": {
56
  "memory": {
57
  "unit": "MB",
58
+ "max_ram": 958.517248,
59
  "max_global_vram": null,
60
  "max_process_vram": null,
61
  "max_reserved": null,
 
63
  },
64
  "latency": {
65
  "unit": "s",
66
+ "count": 15,
67
+ "total": 0.40138098100004527,
68
+ "mean": 0.026758732066669684,
69
+ "stdev": 0.0006395512971557634,
70
+ "p50": 0.026560845000005884,
71
+ "p90": 0.027579339199996868,
72
+ "p95": 0.027994945499995084,
73
+ "p99": 0.028276997899993148,
74
  "values": [
75
+ 0.028347510999992664,
76
+ 0.0264083320000168,
77
+ 0.026787815999995246,
78
+ 0.026950647999996136,
79
+ 0.026431716000018923,
80
+ 0.027182578999997986,
81
+ 0.02709183000001758,
82
+ 0.02641869100000349,
83
+ 0.026634330000007367,
84
+ 0.026560845000005884,
85
+ 0.02641063600000848,
86
+ 0.026550085000025092,
87
+ 0.02784384599999612,
88
+ 0.025873698999987482,
89
+ 0.025888416999976016
90
  ]
91
  },
92
  "throughput": {
93
  "unit": "tokens/s",
94
+ "value": 37.37097847194286
95
  },
96
  "energy": {
97
  "unit": "kWh",
98
+ "cpu": 9.204493076712996e-07,
99
+ "ram": 3.846905034495762e-08,
100
  "gpu": 0.0,
101
+ "total": 9.589183580162575e-07
102
  },
103
  "efficiency": {
104
  "unit": "tokens/kWh",
105
+ "value": 1042841.6471958357
106
  }
107
  },
108
  "per_token": {
109
  "memory": null,
110
  "latency": {
111
  "unit": "s",
112
+ "count": 14,
113
+ "total": 0.9760648460000141,
114
+ "mean": 0.06971891757142958,
115
+ "stdev": 0.0007157762539604539,
116
+ "p50": 0.06970139349999727,
117
+ "p90": 0.07056339270000364,
118
+ "p95": 0.07060894270000802,
119
+ "p99": 0.0706569293400213,
120
  "values": [
121
+ 0.06939534200000708,
122
+ 0.06911407999999142,
123
+ 0.0705324730000143,
124
+ 0.06928323399998249,
125
+ 0.07066892600002461,
126
+ 0.07057664399999908,
127
+ 0.06926396800000134,
128
+ 0.07027315199999862,
129
+ 0.06957379299998934,
130
+ 0.06982941699999401,
131
+ 0.06910669000001235,
132
+ 0.0698289940000052,
133
+ 0.07052190299998529,
134
+ 0.06809623000000897
135
  ]
136
  },
137
  "throughput": {
138
  "unit": "tokens/s",
139
+ "value": 14.343309317380946
140
  },
141
  "energy": null,
142
  "efficiency": null