Hugging Face's logo

Datasets:
optimum-benchmark
/
cpu

Dataset card Viewer Files Community
IlyasMoutawwakil HF staff commited on
Commit
ea22ef5
·
verified ·
1 Parent(s): c7c67bf

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 +93 -90
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": 1122.340864,
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": 4.849138271000015,
15
- "mean": 4.849138271000015,
16
  "stdev": 0.0,
17
- "p50": 4.849138271000015,
18
- "p90": 4.849138271000015,
19
- "p95": 4.849138271000015,
20
- "p99": 4.849138271000015,
21
  "values": [
22
- 4.849138271000015
23
  ]
24
  },
25
  "throughput": null,
26
  "energy": {
27
  "unit": "kWh",
28
- "cpu": 6.830480098724366e-05,
29
- "ram": 2.8549702609338584e-06,
30
  "gpu": 0,
31
- "total": 7.115977124817752e-05
32
  },
33
  "efficiency": null
34
  },
35
  "prefill": {
36
  "memory": {
37
  "unit": "MB",
38
- "max_ram": 975.958016,
39
  "max_global_vram": null,
40
  "max_process_vram": null,
41
  "max_reserved": null,
@@ -43,51 +43,52 @@
43
  },
44
  "latency": {
45
  "unit": "s",
46
- "count": 14,
47
- "total": 0.626336302000027,
48
- "mean": 0.04473830728571621,
49
- "stdev": 0.0017030963191234769,
50
- "p50": 0.04428298100000916,
51
- "p90": 0.047516017699999226,
52
- "p95": 0.047955820950002705,
53
- "p99": 0.04798593778999873,
54
  "values": [
55
- 0.046537108999984866,
56
- 0.04369990200001439,
57
- 0.044545732000017324,
58
- 0.04388409699998874,
59
- 0.04468959100000802,
60
- 0.04547829199998432,
61
- 0.04330727000001389,
62
- 0.04352706700001363,
63
- 0.04402023000000099,
64
- 0.045546218999987786,
65
- 0.047993466999997736,
66
- 0.04793555000000538,
67
- 0.0422624189999965,
68
- 0.042909357000013415
 
69
  ]
70
  },
71
  "throughput": {
72
  "unit": "tokens/s",
73
- "value": 44.70441823440532
74
  },
75
  "energy": {
76
  "unit": "kWh",
77
- "cpu": 1.689084702067905e-06,
78
- "ram": 7.058942250772304e-08,
79
  "gpu": 0.0,
80
- "total": 1.7596741245756281e-06
81
  },
82
  "efficiency": {
83
  "unit": "tokens/kWh",
84
- "value": 1136574.0804322676
85
  }
86
  },
87
  "decode": {
88
  "memory": {
89
  "unit": "MB",
90
- "max_ram": 976.482304,
91
  "max_global_vram": null,
92
  "max_process_vram": null,
93
  "max_reserved": null,
@@ -95,79 +96,81 @@
95
  },
96
  "latency": {
97
  "unit": "s",
98
- "count": 14,
99
- "total": 0.3865601379999646,
100
- "mean": 0.027611438428568898,
101
- "stdev": 0.0010747101999272074,
102
- "p50": 0.027265136500005838,
103
- "p90": 0.029225498999988987,
104
- "p95": 0.02989900399999641,
105
- "p99": 0.030119140800009915,
106
  "values": [
107
- 0.02727136000001451,
108
- 0.027928272999986348,
109
- 0.027467351999973744,
110
- 0.0279705910000132,
111
- 0.027999714999992875,
112
- 0.026870679000012387,
113
- 0.02700543000000266,
114
- 0.02692427799999564,
115
- 0.027258912999997165,
116
- 0.030174175000013292,
117
- 0.02975083499998732,
118
- 0.0269243779999897,
119
- 0.026713405000009516,
120
- 0.026300753999976223
 
121
  ]
122
  },
123
  "throughput": {
124
  "unit": "tokens/s",
125
- "value": 36.216874487977556
126
  },
127
  "energy": {
128
  "unit": "kWh",
129
- "cpu": 1.0252557198206584e-06,
130
- "ram": 4.284617893541387e-08,
131
  "gpu": 0.0,
132
- "total": 1.0681018987560727e-06
133
  },
134
  "efficiency": {
135
  "unit": "tokens/kWh",
136
- "value": 936240.2605637297
137
  }
138
  },
139
  "per_token": {
140
  "memory": null,
141
  "latency": {
142
  "unit": "s",
143
- "count": 14,
144
- "total": 0.38149037199994495,
145
- "mean": 0.027249312285710352,
146
- "stdev": 0.001020494663139093,
147
- "p50": 0.02691246800000613,
148
- "p90": 0.02878126249999298,
149
- "p95": 0.02939940484999255,
150
- "p99": 0.029600390570001026,
151
  "values": [
152
- 0.026959778000019696,
153
- 0.027577517999986867,
154
- 0.027135832999988452,
155
- 0.027639302000011412,
156
- 0.027654581000007283,
157
- 0.026496460000004163,
158
- 0.02666673699999933,
159
- 0.02658647799998448,
160
- 0.02686515799999256,
161
- 0.029650637000003144,
162
- 0.029264125999986845,
163
- 0.026623075999992807,
164
- 0.026390040999984876,
165
- 0.025980646999983037
 
166
  ]
167
  },
168
  "throughput": {
169
  "unit": "tokens/s",
170
- "value": 36.69817386636961
171
  },
172
  "energy": null,
173
  "efficiency": null
 
2
  "load": {
3
  "memory": {
4
  "unit": "MB",
5
+ "max_ram": 1109.782528,
6
  "max_global_vram": null,
7
  "max_process_vram": null,
8
  "max_reserved": null,
 
11
  "latency": {
12
  "unit": "s",
13
  "count": 1,
14
+ "total": 4.920071282000009,
15
+ "mean": 4.920071282000009,
16
  "stdev": 0.0,
17
+ "p50": 4.920071282000009,
18
+ "p90": 4.920071282000009,
19
+ "p95": 4.920071282000009,
20
+ "p99": 4.920071282000009,
21
  "values": [
22
+ 4.920071282000009
23
  ]
24
  },
25
  "throughput": null,
26
  "energy": {
27
  "unit": "kWh",
28
+ "cpu": 6.822527647018433e-05,
29
+ "ram": 2.85164914573168e-06,
30
  "gpu": 0,
31
+ "total": 7.107692561591601e-05
32
  },
33
  "efficiency": null
34
  },
35
  "prefill": {
36
  "memory": {
37
  "unit": "MB",
38
+ "max_ram": 963.91168,
39
  "max_global_vram": null,
40
  "max_process_vram": null,
41
  "max_reserved": null,
 
43
  },
44
  "latency": {
45
  "unit": "s",
46
+ "count": 15,
47
+ "total": 0.6557002839999768,
48
+ "mean": 0.043713352266665124,
49
+ "stdev": 0.001833955673665855,
50
+ "p50": 0.04305079699997805,
51
+ "p90": 0.04637091340000552,
52
+ "p95": 0.04670799010000337,
53
+ "p99": 0.04718837882001026,
54
  "values": [
55
+ 0.04182814500001086,
56
+ 0.042546221000009155,
57
+ 0.042195072999987815,
58
+ 0.04213407900002153,
59
+ 0.04308730599998967,
60
+ 0.044872701000002735,
61
+ 0.04645063899999968,
62
+ 0.04730847600001198,
63
+ 0.04591074599997569,
64
+ 0.046251325000014276,
65
+ 0.04235310799998615,
66
+ 0.04305079699997805,
67
+ 0.04342699099998981,
68
+ 0.042189702000001716,
69
+ 0.0420949749999977
70
  ]
71
  },
72
  "throughput": {
73
  "unit": "tokens/s",
74
+ "value": 45.75261095967599
75
  },
76
  "energy": {
77
  "unit": "kWh",
78
+ "cpu": 1.674929702723468e-06,
79
+ "ram": 6.999726153395219e-08,
80
  "gpu": 0.0,
81
+ "total": 1.74492696425742e-06
82
  },
83
  "efficiency": {
84
  "unit": "tokens/kWh",
85
+ "value": 1146179.7777026903
86
  }
87
  },
88
  "decode": {
89
  "memory": {
90
  "unit": "MB",
91
+ "max_ram": 964.042752,
92
  "max_global_vram": null,
93
  "max_process_vram": null,
94
  "max_reserved": null,
 
96
  },
97
  "latency": {
98
  "unit": "s",
99
+ "count": 15,
100
+ "total": 0.41091040200007,
101
+ "mean": 0.02739402680000467,
102
+ "stdev": 0.001738751206448274,
103
+ "p50": 0.026316252000015083,
104
+ "p90": 0.029707975200005877,
105
+ "p95": 0.030344682000011856,
106
+ "p99": 0.03113776520000158,
107
  "values": [
108
+ 0.026500427999991416,
109
+ 0.02621785799999543,
110
+ 0.026316252000015083,
111
+ 0.02601022899997929,
112
+ 0.02626473500001225,
113
+ 0.029919816000017363,
114
+ 0.029055566000010913,
115
+ 0.029390213999988646,
116
+ 0.029010993000014196,
117
+ 0.03133603599999901,
118
+ 0.02647350800000936,
119
+ 0.0260753109999996,
120
+ 0.02613719700002548,
121
+ 0.026217087000020456,
122
+ 0.025985171999991508
123
  ]
124
  },
125
  "throughput": {
126
  "unit": "tokens/s",
127
+ "value": 36.504308304167594
128
  },
129
  "energy": {
130
  "unit": "kWh",
131
+ "cpu": 1.0179526055300679e-06,
132
+ "ram": 4.253845248311529e-08,
133
  "gpu": 0.0,
134
+ "total": 1.0604910580131839e-06
135
  },
136
  "efficiency": {
137
  "unit": "tokens/kWh",
138
+ "value": 942959.3889018612
139
  }
140
  },
141
  "per_token": {
142
  "memory": null,
143
  "latency": {
144
  "unit": "s",
145
+ "count": 15,
146
+ "total": 0.4052224840000065,
147
+ "mean": 0.0270148322666671,
148
+ "stdev": 0.0016745766944833633,
149
+ "p50": 0.025983117999999195,
150
+ "p90": 0.029169348400012042,
151
+ "p95": 0.029860259600016547,
152
+ "p99": 0.030737864720004494,
153
  "values": [
154
+ 0.026155031000001827,
155
+ 0.025871397999992496,
156
+ 0.025983117999999195,
157
+ 0.025663569999977653,
158
+ 0.025922272999991947,
159
+ 0.029390114000023004,
160
+ 0.028572400000001608,
161
+ 0.028838199999995595,
162
+ 0.028528958999999077,
163
+ 0.030957266000001482,
164
+ 0.02615005199999132,
165
+ 0.025761473000017077,
166
+ 0.02583687400002077,
167
+ 0.02591060299999981,
168
+ 0.02568115299999363
169
  ]
170
  },
171
  "throughput": {
172
  "unit": "tokens/s",
173
+ "value": 37.01670216305115
174
  },
175
  "energy": null,
176
  "efficiency": null