Hugging Face's logo

Datasets:
optimum-benchmark
/
cpu

Dataset card Files
xet
Community
IlyasMoutawwakil HF Staff commited on
Commit
88d8d42
·
verified ·
1 Parent(s): 4862f24

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 -78
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": 956.7232,
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": 0.6426431200000025,
15
- "mean": 0.04590308000000017,
16
- "stdev": 0.0023141308651287917,
17
- "p50": 0.04724665550000395,
18
- "p90": 0.047749331000014196,
19
- "p95": 0.047856249050013844,
20
- "p99": 0.04789325380999969,
21
  "values": [
22
- 0.04783134200002337,
23
- 0.04718508600001314,
24
- 0.047315970999989077,
25
- 0.04721622400001024,
26
- 0.047902504999996154,
27
- 0.047514350999989574,
28
- 0.047277086999997664,
29
- 0.04755797199999279,
30
- 0.047354052000002866,
31
- 0.046329517999993186,
32
- 0.04213001700000518,
33
- 0.04205513799999494,
34
- 0.04248924800000964,
35
- 0.04248460899998463
 
36
  ]
37
  },
38
  "throughput": {
39
  "unit": "tokens/s",
40
- "value": 43.5700610939395
41
  },
42
  "energy": {
43
  "unit": "kWh",
44
- "cpu": 1.6465273720246775e-06,
45
- "ram": 6.881037688188485e-08,
46
  "gpu": 0.0,
47
- "total": 1.7153377489065623e-06
48
  },
49
  "efficiency": {
50
  "unit": "tokens/kWh",
51
- "value": 1165951.1377714942
52
  }
53
  },
54
  "decode": {
55
  "memory": {
56
  "unit": "MB",
57
- "max_ram": 956.7232,
58
  "max_global_vram": null,
59
  "max_process_vram": null,
60
  "max_reserved": null,
@@ -62,78 +63,80 @@
62
  },
63
  "latency": {
64
  "unit": "s",
65
- "count": 14,
66
- "total": 0.3961856260000616,
67
- "mean": 0.028298973285718683,
68
- "stdev": 0.0016748824164672764,
69
- "p50": 0.029304574000008188,
70
- "p90": 0.029883548900011193,
71
- "p95": 0.029988212750004094,
72
- "p99": 0.0300201225499859,
73
  "values": [
74
- 0.03002809999998135,
75
- 0.029689447999999174,
76
- 0.029354562000008855,
77
- 0.02923701299999948,
78
- 0.02932420600001251,
79
- 0.02934337199999959,
80
- 0.029966735000016342,
81
- 0.0295486650000214,
82
- 0.029284942000003866,
83
- 0.02603877100000318,
84
- 0.025967307000001938,
85
- 0.025941799000008814,
86
- 0.02657586300000503,
87
- 0.025884843000000046
 
88
  ]
89
  },
90
  "throughput": {
91
  "unit": "tokens/s",
92
- "value": 35.33697105911113
93
  },
94
  "energy": {
95
  "unit": "kWh",
96
- "cpu": 9.655033107157113e-07,
97
- "ram": 4.035060633142961e-08,
98
  "gpu": 0.0,
99
- "total": 1.0058539170471406e-06
100
  },
101
  "efficiency": {
102
  "unit": "tokens/kWh",
103
- "value": 994180.1518610916
104
  }
105
  },
106
  "per_token": {
107
  "memory": null,
108
  "latency": {
109
  "unit": "s",
110
- "count": 13,
111
- "total": 0.961374568999986,
112
- "mean": 0.07395188992307584,
113
- "stdev": 0.0038826387865823686,
114
- "p50": 0.07666708599998628,
115
- "p90": 0.07718708860001015,
116
- "p95": 0.07721647340000004,
117
- "p99": 0.07723723867998729,
118
  "values": [
119
- 0.0768888499999889,
120
- 0.07667953899999702,
121
- 0.07647143100001585,
122
- 0.0772424299999841,
123
- 0.07690661399999499,
124
- 0.07719916900001067,
125
- 0.0771387670000081,
126
- 0.07666708599998628,
127
- 0.07258957300001612,
128
- 0.06813339100000348,
129
- 0.06800368999998341,
130
- 0.0690717530000029,
131
- 0.06838227599999414
 
132
  ]
133
  },
134
  "throughput": {
135
  "unit": "tokens/s",
136
- "value": 13.522304853063146
137
  },
138
  "energy": null,
139
  "efficiency": null
 
2
  "prefill": {
3
  "memory": {
4
  "unit": "MB",
5
+ "max_ram": 956.801024,
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": 0.6290416850000611,
15
+ "mean": 0.041936112333337404,
16
+ "stdev": 0.0012957450877051008,
17
+ "p50": 0.041890797999997176,
18
+ "p90": 0.043101457600005236,
19
+ "p95": 0.044134031600000866,
20
+ "p99": 0.04527483671999277,
21
  "values": [
22
+ 0.042049416000025985,
23
+ 0.04233840999998506,
24
+ 0.0423214780000194,
25
+ 0.041686834000017825,
26
+ 0.04143483100000367,
27
+ 0.04246931500000528,
28
+ 0.042102306000003864,
29
+ 0.041890797999997176,
30
+ 0.045560037999990755,
31
+ 0.04142576200001713,
32
+ 0.041303500999987364,
33
+ 0.0435228860000052,
34
+ 0.040254883000017117,
35
+ 0.040292483000001766,
36
+ 0.04038874399998349
37
  ]
38
  },
39
  "throughput": {
40
  "unit": "tokens/s",
41
+ "value": 47.691592966525086
42
  },
43
  "energy": {
44
  "unit": "kWh",
45
+ "cpu": 1.5999743143717447e-06,
46
+ "ram": 6.686529918702034e-08,
47
  "gpu": 0.0,
48
+ "total": 1.666839613558765e-06
49
  },
50
  "efficiency": {
51
  "unit": "tokens/kWh",
52
+ "value": 1199875.4911577394
53
  }
54
  },
55
  "decode": {
56
  "memory": {
57
  "unit": "MB",
58
+ "max_ram": 956.801024,
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": 0.37784210599997436,
68
+ "mean": 0.025189473733331625,
69
+ "stdev": 0.0006067848580807377,
70
+ "p50": 0.025192691000000877,
71
+ "p90": 0.026014862199986055,
72
+ "p95": 0.026322753399981025,
73
+ "p99": 0.026394471479986237,
74
  "values": [
75
+ 0.026284332999978233,
76
+ 0.025215023000015435,
77
+ 0.025192691000000877,
78
+ 0.025406091999997216,
79
+ 0.025021909000003006,
80
+ 0.02491641200001027,
81
+ 0.024999065999992354,
82
+ 0.025362900999994054,
83
+ 0.02561065599999779,
84
+ 0.02524689399999147,
85
+ 0.024794496999987814,
86
+ 0.025129563999996662,
87
+ 0.024075917000004665,
88
+ 0.02641240099998754,
89
+ 0.02417375000001698
90
  ]
91
  },
92
  "throughput": {
93
  "unit": "tokens/s",
94
+ "value": 39.699122363035464
95
  },
96
  "energy": {
97
  "unit": "kWh",
98
+ "cpu": 9.175052609708579e-07,
99
+ "ram": 3.8345683555584745e-08,
100
  "gpu": 0.0,
101
+ "total": 9.558509445264424e-07
102
  },
103
  "efficiency": {
104
  "unit": "tokens/kWh",
105
+ "value": 1046188.2218418798
106
  }
107
  },
108
  "per_token": {
109
  "memory": null,
110
  "latency": {
111
  "unit": "s",
112
+ "count": 14,
113
+ "total": 0.9388101939999842,
114
+ "mean": 0.06705787099999887,
115
+ "stdev": 0.0015814750352863723,
116
+ "p50": 0.06710167800001443,
117
+ "p90": 0.0683765029,
118
+ "p95": 0.06956377279999941,
119
+ "p99": 0.07083567615999385,
120
  "values": [
121
+ 0.06760374699999261,
122
+ 0.06752976799998578,
123
+ 0.0670973650000235,
124
+ 0.0664847239999915,
125
+ 0.067391678000007,
126
+ 0.06710599100000536,
127
+ 0.06729777199998921,
128
+ 0.07115365199999246,
129
+ 0.06667176600001312,
130
+ 0.06612524899998107,
131
+ 0.06870768400000316,
132
+ 0.06436498300001858,
133
+ 0.06668491799999288,
134
+ 0.06459089699998799
135
  ]
136
  },
137
  "throughput": {
138
  "unit": "tokens/s",
139
+ "value": 14.912492524554155
140
  },
141
  "energy": null,
142
  "efficiency": null