Hugging Face's logo

Datasets:
optimum-benchmark
/
cpu

Dataset card Viewer Files Community
IlyasMoutawwakil HF staff commited on
Commit
04e975a
•
1 Parent(s): 354d374

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 +82 -92
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": 956.649472,
6
  "max_global_vram": null,
7
  "max_process_vram": null,
8
  "max_reserved": null,
@@ -10,51 +10,52 @@
10
  },
11
  "latency": {
12
  "unit": "s",
13
- "count": 14,
14
- "total": 0.6301878069999987,
15
- "mean": 0.04501341478571419,
16
- "stdev": 0.0013203565164908336,
17
- "p50": 0.045144573499996454,
18
- "p90": 0.046806418899990376,
19
- "p95": 0.04694154044998413,
20
- "p99": 0.04706634408998525,
21
  "values": [
22
- 0.045499759999984235,
23
- 0.04233386399999972,
24
- 0.04709754499998553,
25
- 0.04404092300001139,
26
- 0.04403666500002146,
27
- 0.045522672999993574,
28
- 0.04530207100000894,
29
- 0.044834240000000136,
30
- 0.04467866100000606,
31
- 0.04513705499999787,
32
- 0.046687141000006704,
33
- 0.04685753799998338,
34
- 0.04515209199999504,
35
- 0.043007579000004625
 
36
  ]
37
  },
38
  "throughput": {
39
  "unit": "tokens/s",
40
- "value": 44.43119922185365
41
  },
42
  "energy": {
43
  "unit": "kWh",
44
- "cpu": 1.7108322917551234e-06,
45
- "ram": 7.149711481929443e-08,
46
  "gpu": 0.0,
47
- "total": 1.782329406574418e-06
48
  },
49
  "efficiency": {
50
  "unit": "tokens/kWh",
51
- "value": 1122127.02804693
52
  }
53
  },
54
  "decode": {
55
  "memory": {
56
  "unit": "MB",
57
- "max_ram": 956.649472,
58
  "max_global_vram": null,
59
  "max_process_vram": null,
60
  "max_reserved": null,
@@ -62,92 +63,81 @@
62
  },
63
  "latency": {
64
  "unit": "s",
65
- "count": 14,
66
- "total": 0.3809905000000242,
67
- "mean": 0.02721360714285887,
68
- "stdev": 0.000960422394388218,
69
- "p50": 0.027168287500003885,
70
- "p90": 0.028461729999986574,
71
- "p95": 0.028787240649991476,
72
- "p99": 0.029091460929999185,
73
  "values": [
74
- 0.027574559000015597,
75
- 0.027371571000003314,
76
- 0.029167516000001115,
77
- 0.02817998699998725,
78
- 0.02784611499998846,
79
- 0.02663270499999726,
80
- 0.028582476999986284,
81
- 0.0264063039999769,
82
- 0.02755323900001372,
83
- 0.026474641000021393,
84
- 0.026401705000012043,
85
- 0.025897627000006196,
86
- 0.02593705000001023,
87
- 0.026965004000004456
 
88
  ]
89
  },
90
  "throughput": {
91
  "unit": "tokens/s",
92
- "value": 36.74632307104537
93
  },
94
  "energy": {
95
  "unit": "kWh",
96
- "cpu": 1.1579869450002485e-06,
97
- "ram": 4.839096792084418e-08,
98
  "gpu": 0.0,
99
- "total": 1.2063779129210915e-06
100
  },
101
  "efficiency": {
102
  "unit": "tokens/kWh",
103
- "value": 828927.6430622196
104
  }
105
  },
106
  "per_token": {
107
  "memory": null,
108
  "latency": {
109
  "unit": "s",
110
- "count": 27,
111
- "total": 0.9655346810000083,
112
- "mean": 0.03576054374074105,
113
- "stdev": 0.009326294914120306,
114
- "p50": 0.028800883000002386,
115
- "p90": 0.04637811979999924,
116
- "p95": 0.04720854969999948,
117
- "p99": 0.0474358005999909,
118
  "values": [
119
- 0.02718095599999515,
120
- 0.0427433570000062,
121
- 0.026989680000014005,
122
- 0.0474957669999867,
123
- 0.028800883000002386,
124
- 0.04442264400000795,
125
- 0.027806350999981078,
126
- 0.04442583000002287,
127
- 0.027471897999987505,
128
- 0.04591250900000432,
129
- 0.026268676999990248,
130
- 0.04568092700000648,
131
- 0.028226262999993423,
132
- 0.04520602300001997,
133
- 0.02605820599998765,
134
- 0.04504269899999258,
135
- 0.027151110000005474,
136
- 0.045556465999993634,
137
- 0.026099833000017725,
138
- 0.04707653599999162,
139
- 0.026010536999990563,
140
- 0.04726512700000285,
141
- 0.025559686999997666,
142
- 0.045505421000001434,
143
- 0.02558416300001909,
144
- 0.04337626499997782,
145
- 0.026616866000011896
146
  ]
147
  },
148
  "throughput": {
149
  "unit": "tokens/s",
150
- "value": 27.963780619496738
151
  },
152
  "energy": null,
153
  "efficiency": null
 
2
  "prefill": {
3
  "memory": {
4
  "unit": "MB",
5
+ "max_ram": 956.227584,
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": 0.6582488780000517,
15
+ "mean": 0.04388325853333678,
16
+ "stdev": 0.0005722848001915155,
17
+ "p50": 0.04402305800005024,
18
+ "p90": 0.04454082060000246,
19
+ "p95": 0.04463981630000831,
20
+ "p99": 0.044726320060025276,
21
  "values": [
22
+ 0.04446183900000733,
23
+ 0.04408865099998138,
24
+ 0.04403614199998174,
25
+ 0.04393120600002476,
26
+ 0.04339450999998462,
27
+ 0.04429278200001363,
28
+ 0.04367949399994586,
29
+ 0.044256946000018615,
30
+ 0.044747946000029515,
31
+ 0.043903765000038675,
32
+ 0.044593474999999216,
33
+ 0.04402305800005024,
34
+ 0.042879395999989356,
35
+ 0.043051036999997905,
36
+ 0.04290863099998887
37
  ]
38
  },
39
  "throughput": {
40
  "unit": "tokens/s",
41
+ "value": 45.57546697405483
42
  },
43
  "energy": {
44
  "unit": "kWh",
45
+ "cpu": 1.701655998322123e-06,
46
+ "ram": 7.111419136890617e-08,
47
  "gpu": 0.0,
48
+ "total": 1.7727701896910291e-06
49
  },
50
  "efficiency": {
51
  "unit": "tokens/kWh",
52
+ "value": 1128177.8155061228
53
  }
54
  },
55
  "decode": {
56
  "memory": {
57
  "unit": "MB",
58
+ "max_ram": 956.227584,
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": 0.4052213800000004,
68
+ "mean": 0.027014758666666694,
69
+ "stdev": 0.0008578160564061737,
70
+ "p50": 0.026784146000011333,
71
+ "p90": 0.028234936800004107,
72
+ "p95": 0.02882755599998177,
73
+ "p99": 0.028988791199952856,
74
  "values": [
75
+ 0.02695477600002505,
76
+ 0.026627852999979496,
77
+ 0.026592237000045316,
78
+ 0.02625107799997295,
79
+ 0.026784146000011333,
80
+ 0.027433040999994773,
81
+ 0.02747557200001438,
82
+ 0.027233027000022503,
83
+ 0.026773015999992822,
84
+ 0.02702958499997976,
85
+ 0.028741179999997257,
86
+ 0.02902909999994563,
87
+ 0.026191546999996262,
88
+ 0.026118460000020605,
89
+ 0.025986762000002273
90
  ]
91
  },
92
  "throughput": {
93
  "unit": "tokens/s",
94
+ "value": 37.01680301271365
95
  },
96
  "energy": {
97
  "unit": "kWh",
98
+ "cpu": 1.0031987196389414e-06,
99
+ "ram": 4.192712437611589e-08,
100
  "gpu": 0.0,
101
+ "total": 1.0451258440150576e-06
102
  },
103
  "efficiency": {
104
  "unit": "tokens/kWh",
105
+ "value": 956822.5737852795
106
  }
107
  },
108
  "per_token": {
109
  "memory": null,
110
  "latency": {
111
  "unit": "s",
112
+ "count": 15,
113
+ "total": 0.39995003799998585,
114
+ "mean": 0.026663335866665725,
115
+ "stdev": 0.0008323215595912398,
116
+ "p50": 0.026445232000014585,
117
+ "p90": 0.027784852000013415,
118
+ "p95": 0.028374437799993758,
119
+ "p99": 0.02863351955997132,
120
  "values": [
121
+ 0.026620980000018335,
122
+ 0.02628862799997478,
123
+ 0.026259132999996382,
124
+ 0.025917522999975517,
125
+ 0.026445232000014585,
126
+ 0.027089968999973735,
127
+ 0.027108664000024874,
128
+ 0.026893771000004563,
129
+ 0.0264059790000033,
130
+ 0.026651396999966437,
131
+ 0.028235644000005777,
132
+ 0.02869828999996571,
133
+ 0.02586971400000948,
134
+ 0.025789424000038252,
135
+ 0.02567569000001413
 
 
 
 
 
 
 
 
 
 
 
 
136
  ]
137
  },
138
  "throughput": {
139
  "unit": "tokens/s",
140
+ "value": 37.50468452262162
141
  },
142
  "energy": null,
143
  "efficiency": null