Hugging Face's logo

Datasets:
optimum-benchmark
/
cpu

Dataset card Viewer Files Community
IlyasMoutawwakil HF staff commited on
Commit
d330c32
•
1 Parent(s): 94a6323

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 +87 -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": 1116.135424,
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": 4.770297263000003,
15
- "mean": 4.770297263000003,
16
  "stdev": 0.0,
17
- "p50": 4.770297263000003,
18
- "p90": 4.770297263000003,
19
- "p95": 4.770297263000003,
20
- "p99": 4.770297263000003,
21
  "values": [
22
- 4.770297263000003
23
  ]
24
  },
25
  "throughput": null,
26
  "energy": {
27
  "unit": "kWh",
28
- "cpu": 6.811593373616537e-05,
29
- "ram": 2.8470770394358167e-06,
30
  "gpu": 0,
31
- "total": 7.096301077560119e-05
32
  },
33
  "efficiency": null
34
  },
35
  "prefill": {
36
  "memory": {
37
  "unit": "MB",
38
- "max_ram": 969.469952,
39
  "max_global_vram": null,
40
  "max_process_vram": null,
41
  "max_reserved": null,
@@ -43,52 +43,50 @@
43
  },
44
  "latency": {
45
  "unit": "s",
46
- "count": 15,
47
- "total": 0.6367758400002685,
48
- "mean": 0.04245172266668457,
49
- "stdev": 0.00396891351029044,
50
- "p50": 0.04103058800001236,
51
- "p90": 0.043928176200040525,
52
- "p95": 0.047996650900034854,
53
- "p99": 0.05499496698001052,
54
  "values": [
55
- 0.04103058800001236,
56
- 0.04240679200000841,
57
- 0.04344911100002946,
58
- 0.04150333100000125,
59
- 0.041329226000016206,
60
- 0.04083185600001116,
61
- 0.040988208000044324,
62
- 0.04088525600002413,
63
- 0.04112043600002835,
64
- 0.04085750399997323,
65
- 0.04025056900002255,
66
- 0.0442475530000479,
67
- 0.04079309300004752,
68
- 0.04033777099999725,
69
- 0.05674454600000445
70
  ]
71
  },
72
  "throughput": {
73
  "unit": "tokens/s",
74
- "value": 47.11234019178138
75
  },
76
  "energy": {
77
  "unit": "kWh",
78
- "cpu": 1.5672866503397626e-06,
79
- "ram": 6.55000627469235e-08,
80
  "gpu": 0.0,
81
- "total": 1.632786713086686e-06
82
  },
83
  "efficiency": {
84
  "unit": "tokens/kWh",
85
- "value": 1224899.727545626
86
  }
87
  },
88
  "decode": {
89
  "memory": {
90
  "unit": "MB",
91
- "max_ram": 970.387456,
92
  "max_global_vram": null,
93
  "max_process_vram": null,
94
  "max_reserved": null,
@@ -96,81 +94,77 @@
96
  },
97
  "latency": {
98
  "unit": "s",
99
- "count": 15,
100
- "total": 0.3832927019998351,
101
- "mean": 0.025552846799989006,
102
- "stdev": 0.0022979591211475248,
103
- "p50": 0.02466371700000991,
104
- "p90": 0.027832154800000806,
105
- "p95": 0.029826911500020963,
106
- "p99": 0.0323912775000133,
107
  "values": [
108
- 0.028453144000025077,
109
- 0.025418919999992795,
110
- 0.024850947000004453,
111
- 0.026900670999964404,
112
- 0.02477871299998924,
113
- 0.02438311199995269,
114
- 0.024762932999976783,
115
- 0.024516861999984485,
116
- 0.0243242720000012,
117
- 0.02466371700000991,
118
- 0.024517272999958095,
119
- 0.0243293030000018,
120
- 0.023845055999970555,
121
- 0.024515409999992244,
122
- 0.033032369000011386
123
  ]
124
  },
125
  "throughput": {
126
  "unit": "tokens/s",
127
- "value": 39.134582844226586
128
  },
129
  "energy": {
130
  "unit": "kWh",
131
- "cpu": 9.199737012386319e-07,
132
- "ram": 3.844739625948249e-08,
133
  "gpu": 0.0,
134
- "total": 9.584210974981153e-07
135
  },
136
  "efficiency": {
137
  "unit": "tokens/kWh",
138
- "value": 1043382.7078832292
139
  }
140
  },
141
  "per_token": {
142
  "memory": null,
143
  "latency": {
144
  "unit": "s",
145
- "count": 15,
146
- "total": 0.37797582099977944,
147
- "mean": 0.025198388066651964,
148
- "stdev": 0.002272434881375836,
149
- "p50": 0.02432994299999791,
150
- "p90": 0.027298450799980854,
151
- "p95": 0.029359821199989252,
152
- "p99": 0.032034663439992526,
153
  "values": [
154
- 0.027926869999987503,
155
- 0.025077090999957363,
156
- 0.024529315999984647,
157
- 0.026355821999970885,
158
- 0.024452732999975524,
159
- 0.02405812399996421,
160
- 0.024437605000002804,
161
- 0.02419282599998951,
162
- 0.023969577999991998,
163
- 0.02432994299999791,
164
- 0.02418975099999443,
165
- 0.024029752999979337,
166
- 0.02352975699994886,
167
- 0.02419327800004112,
168
- 0.032703373999993346
169
  ]
170
  },
171
  "throughput": {
172
  "unit": "tokens/s",
173
- "value": 39.68507816273452
174
  },
175
  "energy": null,
176
  "efficiency": null
 
2
  "load": {
3
  "memory": {
4
  "unit": "MB",
5
+ "max_ram": 1120.772096,
6
  "max_global_vram": null,
7
  "max_process_vram": null,
8
  "max_reserved": null,
 
11
  "latency": {
12
  "unit": "s",
13
  "count": 1,
14
+ "total": 4.834404436999989,
15
+ "mean": 4.834404436999989,
16
  "stdev": 0.0,
17
+ "p50": 4.834404436999989,
18
+ "p90": 4.834404436999989,
19
+ "p95": 4.834404436999989,
20
+ "p99": 4.834404436999989,
21
  "values": [
22
+ 4.834404436999989
23
  ]
24
  },
25
  "throughput": null,
26
  "energy": {
27
  "unit": "kWh",
28
+ "cpu": 6.756949822107951e-05,
29
+ "ram": 2.824225813326393e-06,
30
  "gpu": 0,
31
+ "total": 7.03937240344059e-05
32
  },
33
  "efficiency": null
34
  },
35
  "prefill": {
36
  "memory": {
37
  "unit": "MB",
38
+ "max_ram": 974.503936,
39
  "max_global_vram": null,
40
  "max_process_vram": null,
41
  "max_reserved": null,
 
43
  },
44
  "latency": {
45
  "unit": "s",
46
+ "count": 13,
47
+ "total": 0.624935255000139,
48
+ "mean": 0.04807194269231839,
49
+ "stdev": 0.0008469223243709784,
50
+ "p50": 0.04825908699996262,
51
+ "p90": 0.04896189200001118,
52
+ "p95": 0.04909340240002393,
53
+ "p99": 0.0491845716800367,
54
  "values": [
55
+ 0.04638163900000336,
56
+ 0.04825908699996262,
57
+ 0.0490174280000133,
58
+ 0.047192688999984966,
59
+ 0.04920736400003989,
60
+ 0.04796389400001999,
61
+ 0.04654725000000326,
62
+ 0.04873974800000269,
63
+ 0.04834172200003195,
64
+ 0.04849652199999355,
65
+ 0.047984503000009227,
66
+ 0.04873014000003195,
67
+ 0.048073269000042274
 
 
68
  ]
69
  },
70
  "throughput": {
71
  "unit": "tokens/s",
72
+ "value": 41.604309873659176
73
  },
74
  "energy": {
75
  "unit": "kWh",
76
+ "cpu": 1.723505678960091e-06,
77
+ "ram": 7.202735670489345e-08,
78
  "gpu": 0.0,
79
+ "total": 1.7955330356649845e-06
80
  },
81
  "efficiency": {
82
  "unit": "tokens/kWh",
83
+ "value": 1113875.356383677
84
  }
85
  },
86
  "decode": {
87
  "memory": {
88
  "unit": "MB",
89
+ "max_ram": 975.290368,
90
  "max_global_vram": null,
91
  "max_process_vram": null,
92
  "max_reserved": null,
 
94
  },
95
  "latency": {
96
  "unit": "s",
97
+ "count": 13,
98
+ "total": 0.38288725999984763,
99
+ "mean": 0.029452866153834432,
100
+ "stdev": 0.0012264574497014423,
101
+ "p50": 0.030012737999982164,
102
+ "p90": 0.03021878959998503,
103
+ "p95": 0.03050145339997243,
104
+ "p99": 0.03082699947996616,
105
  "values": [
106
+ 0.03017328800001451,
107
+ 0.030088269000032142,
108
+ 0.02921427199999016,
109
+ 0.029231182999978955,
110
+ 0.030908385999964594,
111
+ 0.029763671000011982,
112
+ 0.028035321999993812,
113
+ 0.03009783699997115,
114
+ 0.03023016499997766,
115
+ 0.029081232000010004,
116
+ 0.030117623999956322,
117
+ 0.030012737999982164,
118
+ 0.025933272999964174
 
 
119
  ]
120
  },
121
  "throughput": {
122
  "unit": "tokens/s",
123
+ "value": 33.95255303089785
124
  },
125
  "energy": {
126
  "unit": "kWh",
127
+ "cpu": 1.012130290413824e-06,
128
+ "ram": 4.230164102523302e-08,
129
  "gpu": 0.0,
130
+ "total": 1.0544319314390573e-06
131
  },
132
  "efficiency": {
133
  "unit": "tokens/kWh",
134
+ "value": 948377.9561144642
135
  }
136
  },
137
  "per_token": {
138
  "memory": null,
139
  "latency": {
140
  "unit": "s",
141
+ "count": 13,
142
+ "total": 0.3764351199998828,
143
+ "mean": 0.028956547692298676,
144
+ "stdev": 0.0011848917693045647,
145
+ "p50": 0.029534071000000495,
146
+ "p90": 0.029664990599974315,
147
+ "p95": 0.029957622599977182,
148
+ "p99": 0.030304674119988703,
149
  "values": [
150
+ 0.02965130100000124,
151
+ 0.029608870000004117,
152
+ 0.02871185100002549,
153
+ 0.028710967999984405,
154
+ 0.030391436999991583,
155
+ 0.029231543999969745,
156
+ 0.027562686000010217,
157
+ 0.029564206999964426,
158
+ 0.029668412999967586,
159
+ 0.02856910200000584,
160
+ 0.029638755999997102,
161
+ 0.029534071000000495,
162
+ 0.025591913999960525
 
 
163
  ]
164
  },
165
  "throughput": {
166
  "unit": "tokens/s",
167
+ "value": 34.534503581929464
168
  },
169
  "energy": null,
170
  "efficiency": null