Hugging Face's logo

Datasets:
optimum-benchmark
/
cpu

Dataset card Viewer Files Community
IlyasMoutawwakil HF staff commited on
Commit
08d0407
•
1 Parent(s): a27d8bf

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 +90 -93
cpu_inference_transformers_text-generation_openai-community/gpt2/benchmark_report.json CHANGED
@@ -2,7 +2,7 @@
2
  "load": {
3
  "memory": {
4
  "unit": "MB",
5
- "max_ram": 1104.990208,
6
  "max_global_vram": null,
7
  "max_process_vram": null,
8
  "max_reserved": null,
@@ -11,31 +11,31 @@
11
  "latency": {
12
  "unit": "s",
13
  "count": 1,
14
- "total": 4.811734929000011,
15
- "mean": 4.811734929000011,
16
  "stdev": 0.0,
17
- "p50": 4.811734929000011,
18
- "p90": 4.811734929000011,
19
- "p95": 4.811734929000011,
20
- "p99": 4.811734929000011,
21
  "values": [
22
- 4.811734929000011
23
  ]
24
  },
25
  "throughput": null,
26
  "energy": {
27
  "unit": "kWh",
28
- "cpu": 6.812843216790093e-05,
29
- "ram": 2.84760571410402e-06,
30
  "gpu": 0,
31
- "total": 7.097603788200495e-05
32
  },
33
  "efficiency": null
34
  },
35
  "prefill": {
36
  "memory": {
37
  "unit": "MB",
38
- "max_ram": 958.8736,
39
  "max_global_vram": null,
40
  "max_process_vram": null,
41
  "max_reserved": null,
@@ -43,52 +43,51 @@
43
  },
44
  "latency": {
45
  "unit": "s",
46
- "count": 15,
47
- "total": 0.6393599250000648,
48
- "mean": 0.04262399500000432,
49
- "stdev": 0.0012298620796097255,
50
- "p50": 0.04239876999997705,
51
- "p90": 0.04452597939998668,
52
- "p95": 0.04529399550000903,
53
- "p99": 0.045427328700033055,
54
  "values": [
55
- 0.04217897000000903,
56
- 0.042275109000001976,
57
- 0.04239876999997705,
58
- 0.041976913999974386,
59
- 0.04522256699999616,
60
- 0.04241660399998182,
61
- 0.042488386000002265,
62
- 0.04314526300004218,
63
- 0.04348109799997246,
64
- 0.04269515400000046,
65
- 0.04158361899999363,
66
- 0.045460662000039065,
67
- 0.041178494000007504,
68
- 0.04143104500002437,
69
- 0.04142727000004243
70
  ]
71
  },
72
  "throughput": {
73
  "unit": "tokens/s",
74
- "value": 46.9219274260847
75
  },
76
  "energy": {
77
  "unit": "kWh",
78
- "cpu": 1.624093784226312e-06,
79
- "ram": 6.787266409062908e-08,
80
  "gpu": 0.0,
81
- "total": 1.6919664483169412e-06
82
  },
83
  "efficiency": {
84
  "unit": "tokens/kWh",
85
- "value": 1182056.536634914
86
  }
87
  },
88
  "decode": {
89
  "memory": {
90
  "unit": "MB",
91
- "max_ram": 958.8736,
92
  "max_global_vram": null,
93
  "max_process_vram": null,
94
  "max_reserved": null,
@@ -96,81 +95,79 @@
96
  },
97
  "latency": {
98
  "unit": "s",
99
- "count": 15,
100
- "total": 0.3903646769998659,
101
- "mean": 0.026024311799991057,
102
- "stdev": 0.0008471399373053249,
103
- "p50": 0.026045625000051587,
104
- "p90": 0.026397876200030625,
105
- "p95": 0.027122197900018817,
106
- "p99": 0.02836909557998524,
107
  "values": [
108
- 0.02573327199996811,
109
- 0.026045625000051587,
110
- 0.02628119399997786,
111
- 0.028680819999976848,
112
- 0.02625342199996794,
113
- 0.026116267000020343,
114
- 0.02631336500002135,
115
- 0.026143226999977287,
116
- 0.02603591700000152,
117
- 0.026454217000036806,
118
- 0.02547345799996492,
119
- 0.025480720999951245,
120
- 0.025363522000020566,
121
- 0.024825037999960387,
122
- 0.02516461199996911
123
  ]
124
  },
125
  "throughput": {
126
  "unit": "tokens/s",
127
- "value": 38.425607857970085
128
  },
129
  "energy": {
130
  "unit": "kWh",
131
- "cpu": 9.786242688143692e-07,
132
- "ram": 4.089943575237955e-08,
133
  "gpu": 0.0,
134
- "total": 1.0195237045667484e-06
135
  },
136
  "efficiency": {
137
  "unit": "tokens/kWh",
138
- "value": 980850.1710364398
139
  }
140
  },
141
  "per_token": {
142
  "memory": null,
143
  "latency": {
144
  "unit": "s",
145
- "count": 15,
146
- "total": 0.3851863999998386,
147
- "mean": 0.025679093333322574,
148
- "stdev": 0.0007970970318750041,
149
- "p50": 0.02572179200001301,
150
- "p90": 0.026055984200013427,
151
- "p95": 0.026726106900036937,
152
- "p99": 0.02785577978002493,
153
  "values": [
154
- 0.025404779999973925,
155
- 0.02572179200001301,
156
- 0.025954585000022234,
157
- 0.02813819800002193,
158
- 0.025921903999972074,
159
- 0.025753329999986363,
160
- 0.02595857299996851,
161
- 0.02579107999997632,
162
- 0.025696924999977,
163
- 0.02612092500004337,
164
- 0.02511090199999444,
165
- 0.025173798999958308,
166
- 0.025064182999983586,
167
- 0.024517874999958167,
168
- 0.024857548999989376
169
  ]
170
  },
171
  "throughput": {
172
  "unit": "tokens/s",
173
- "value": 38.94218487466402
174
  },
175
  "energy": null,
176
  "efficiency": null
 
2
  "load": {
3
  "memory": {
4
  "unit": "MB",
5
+ "max_ram": 1116.520448,
6
  "max_global_vram": null,
7
  "max_process_vram": null,
8
  "max_reserved": null,
 
11
  "latency": {
12
  "unit": "s",
13
  "count": 1,
14
+ "total": 4.786965309999999,
15
+ "mean": 4.786965309999999,
16
  "stdev": 0.0,
17
+ "p50": 4.786965309999999,
18
+ "p90": 4.786965309999999,
19
+ "p95": 4.786965309999999,
20
+ "p99": 4.786965309999999,
21
  "values": [
22
+ 4.786965309999999
23
  ]
24
  },
25
  "throughput": null,
26
  "energy": {
27
  "unit": "kWh",
28
+ "cpu": 6.8828993373447e-05,
29
+ "ram": 2.876880492468672e-06,
30
  "gpu": 0,
31
+ "total": 7.170587386591567e-05
32
  },
33
  "efficiency": null
34
  },
35
  "prefill": {
36
  "memory": {
37
  "unit": "MB",
38
+ "max_ram": 969.879552,
39
  "max_global_vram": null,
40
  "max_process_vram": null,
41
  "max_reserved": null,
 
43
  },
44
  "latency": {
45
  "unit": "s",
46
+ "count": 14,
47
+ "total": 0.6412512749999735,
48
+ "mean": 0.04580366249999811,
49
+ "stdev": 0.002235273592184407,
50
+ "p50": 0.046888499499999625,
51
+ "p90": 0.04789130350000335,
52
+ "p95": 0.04798499729999293,
53
+ "p99": 0.04808726985998277,
54
  "values": [
55
+ 0.045135852000015575,
56
+ 0.04681051599999364,
57
+ 0.04654692199997612,
58
+ 0.04428011999999626,
59
+ 0.047171520999995664,
60
+ 0.0470295359999966,
61
+ 0.047051658000015095,
62
+ 0.04696648300000561,
63
+ 0.04811283799998023,
64
+ 0.04791615999999976,
65
+ 0.047833305000011705,
66
+ 0.04391087199999788,
67
+ 0.04158371799999827,
68
+ 0.040901773999991065
 
69
  ]
70
  },
71
  "throughput": {
72
  "unit": "tokens/s",
73
+ "value": 43.664630530366054
74
  },
75
  "energy": {
76
  "unit": "kWh",
77
+ "cpu": 1.585328155093723e-06,
78
+ "ram": 6.625360244115655e-08,
79
  "gpu": 0.0,
80
+ "total": 1.6515817575348795e-06
81
  },
82
  "efficiency": {
83
  "unit": "tokens/kWh",
84
+ "value": 1210960.3359782584
85
  }
86
  },
87
  "decode": {
88
  "memory": {
89
  "unit": "MB",
90
+ "max_ram": 970.40384,
91
  "max_global_vram": null,
92
  "max_process_vram": null,
93
  "max_reserved": null,
 
95
  },
96
  "latency": {
97
  "unit": "s",
98
+ "count": 14,
99
+ "total": 0.39326086500003044,
100
+ "mean": 0.02809006178571646,
101
+ "stdev": 0.0018255096504469737,
102
+ "p50": 0.028999244000004865,
103
+ "p90": 0.02941002029999993,
104
+ "p95": 0.029506065149999473,
105
+ "p99": 0.029508690629989474,
106
  "values": [
107
+ 0.029509346999986974,
108
+ 0.029187634999999545,
109
+ 0.028634500000009666,
110
+ 0.028765985999996246,
111
+ 0.0295042980000062,
112
+ 0.029136229000016556,
113
+ 0.02919003899998529,
114
+ 0.02892060700000343,
115
+ 0.029105282000017496,
116
+ 0.0290778810000063,
117
+ 0.028283005999981015,
118
+ 0.024626143000006095,
119
+ 0.02489924299999302,
120
+ 0.0244206690000226
 
121
  ]
122
  },
123
  "throughput": {
124
  "unit": "tokens/s",
125
+ "value": 35.59977929662266
126
  },
127
  "energy": {
128
  "unit": "kWh",
129
+ "cpu": 9.507205850548213e-07,
130
+ "ram": 3.973350785343543e-08,
131
  "gpu": 0.0,
132
+ "total": 9.90454092908257e-07
133
  },
134
  "efficiency": {
135
  "unit": "tokens/kWh",
136
+ "value": 1009637.9096821273
137
  }
138
  },
139
  "per_token": {
140
  "memory": null,
141
  "latency": {
142
  "unit": "s",
143
+ "count": 14,
144
+ "total": 0.38681820599998673,
145
+ "mean": 0.02762987185714191,
146
+ "stdev": 0.0017575742333629444,
147
+ "p50": 0.028494019999996567,
148
+ "p90": 0.02891739779998943,
149
+ "p95": 0.029001300599992418,
150
+ "p99": 0.029008214520002865,
151
  "values": [
152
+ 0.028996646999985387,
153
+ 0.028732482999998865,
154
+ 0.02817853700000228,
155
+ 0.02826763299998447,
156
+ 0.029009943000005478,
157
+ 0.028647905000013907,
158
+ 0.028677119000008133,
159
+ 0.02842166499999621,
160
+ 0.02857890800001428,
161
+ 0.028566374999996924,
162
+ 0.027782069999972236,
163
+ 0.02430279899999732,
164
+ 0.02456940700000132,
165
+ 0.024086715000009917
 
166
  ]
167
  },
168
  "throughput": {
169
  "unit": "tokens/s",
170
+ "value": 36.19271219100913
171
  },
172
  "energy": null,
173
  "efficiency": null