Hugging Face's logo

Datasets:
optimum-benchmark
/
cpu

Dataset card Viewer Files Community
IlyasMoutawwakil HF staff commited on
Commit
a28c789
•
1 Parent(s): 1b65b20

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 +72 -75
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": 947.535872,
6
  "max_global_vram": null,
7
  "max_process_vram": null,
8
  "max_reserved": null,
@@ -10,50 +10,49 @@
10
  },
11
  "latency": {
12
  "unit": "s",
13
- "count": 13,
14
- "total": 0.6203578859999936,
15
- "mean": 0.0477198373846149,
16
- "stdev": 0.002176628786059088,
17
- "p50": 0.048551591000006056,
18
- "p90": 0.050084055000002084,
19
- "p95": 0.05028668300000731,
20
- "p99": 0.05034081260001472,
21
  "values": [
22
- 0.046609295999985534,
23
- 0.045372859999986304,
24
- 0.04890531099999862,
25
- 0.05024157500000115,
26
- 0.04748215500001152,
27
- 0.048551591000006056,
28
- 0.04872412299999951,
29
- 0.04918482200000085,
30
- 0.04945397500000581,
31
- 0.050354345000016565,
32
- 0.04816254600001457,
33
- 0.04378876299998069,
34
- 0.043526523999986466
35
  ]
36
  },
37
  "throughput": {
38
  "unit": "tokens/s",
39
- "value": 41.911291186520465
40
  },
41
  "energy": {
42
  "unit": "kWh",
43
- "cpu": 1.7981752000673853e-06,
44
- "ram": 7.514794847820943e-08,
45
  "gpu": 0.0,
46
- "total": 1.873323148545595e-06
47
  },
48
  "efficiency": {
49
  "unit": "tokens/kWh",
50
- "value": 1067621.4627213432
51
  }
52
  },
53
  "decode": {
54
  "memory": {
55
  "unit": "MB",
56
- "max_ram": 947.535872,
57
  "max_global_vram": null,
58
  "max_process_vram": null,
59
  "max_reserved": null,
@@ -61,76 +60,74 @@
61
  },
62
  "latency": {
63
  "unit": "s",
64
- "count": 13,
65
- "total": 0.38643292800000495,
66
- "mean": 0.029725609846154227,
67
- "stdev": 0.0020923003024940347,
68
- "p50": 0.030366155999985267,
69
- "p90": 0.031546085399997995,
70
- "p95": 0.03243195279999895,
71
- "p99": 0.03335699775999842,
72
  "values": [
73
- 0.028023705000009613,
74
- 0.02852750400001014,
75
- 0.031086098999992373,
76
- 0.030801317999987532,
77
- 0.030366155999985267,
78
- 0.03102182999998604,
79
- 0.030178175000003193,
80
- 0.030988187000019707,
81
- 0.031661081999999396,
82
- 0.03358825899999829,
83
- 0.026925715999993827,
84
- 0.026774113000016087,
85
- 0.026490784000003487
86
  ]
87
  },
88
  "throughput": {
89
  "unit": "tokens/s",
90
- "value": 33.641025539106835
91
  },
92
  "energy": {
93
  "unit": "kWh",
94
- "cpu": 8.861856749563508e-07,
95
- "ram": 3.703165139046005e-08,
96
  "gpu": 0.0,
97
- "total": 9.232173263468114e-07
98
  },
99
  "efficiency": {
100
  "unit": "tokens/kWh",
101
- "value": 1083168.5795553895
102
  }
103
  },
104
  "per_token": {
105
  "memory": null,
106
  "latency": {
107
  "unit": "s",
108
- "count": 12,
109
- "total": 0.9323710710000057,
110
- "mean": 0.07769758925000048,
111
- "stdev": 0.004158368280345058,
112
- "p50": 0.07923349150000547,
113
- "p90": 0.08112267239999937,
114
- "p95": 0.08239192059999709,
115
- "p99": 0.0836268809199953,
116
  "values": [
117
- 0.07388574700001982,
118
- 0.07987757799998008,
119
- 0.08106668700000341,
120
- 0.07788781499999686,
121
- 0.0795734910000192,
122
- 0.07889349199999174,
123
- 0.08019275600000242,
124
- 0.08112889299999893,
125
- 0.08393562099999485,
126
- 0.07530539600000452,
127
- 0.07058607999999822,
128
- 0.07003751499999566
129
  ]
130
  },
131
  "throughput": {
132
  "unit": "tokens/s",
133
- "value": 12.870412192357614
134
  },
135
  "energy": null,
136
  "efficiency": null
 
2
  "prefill": {
3
  "memory": {
4
  "unit": "MB",
5
+ "max_ram": 947.67104,
6
  "max_global_vram": null,
7
  "max_process_vram": null,
8
  "max_reserved": null,
 
10
  },
11
  "latency": {
12
  "unit": "s",
13
+ "count": 12,
14
+ "total": 0.6362601239999606,
15
+ "mean": 0.053021676999996714,
16
+ "stdev": 0.0009879796796853479,
17
+ "p50": 0.05330665149999447,
18
+ "p90": 0.054035152600016546,
19
+ "p95": 0.054086199050016145,
20
+ "p99": 0.054134867010011474,
21
  "values": [
22
+ 0.05414703400001031,
23
+ 0.05403642500002093,
24
+ 0.05157386299998734,
25
+ 0.05316608200001838,
26
+ 0.05345428299997934,
27
+ 0.05070891999997684,
28
+ 0.053372851000005994,
29
+ 0.05278962599999204,
30
+ 0.053284173999998075,
31
+ 0.05237403600000334,
32
+ 0.05402370099997711,
33
+ 0.05332912899999087
 
34
  ]
35
  },
36
  "throughput": {
37
  "unit": "tokens/s",
38
+ "value": 37.72042140425177
39
  },
40
  "energy": {
41
  "unit": "kWh",
42
+ "cpu": 1.8332425392035284e-06,
43
+ "ram": 7.661293786705932e-08,
44
  "gpu": 0.0,
45
+ "total": 1.909855477070588e-06
46
  },
47
  "efficiency": {
48
  "unit": "tokens/kWh",
49
+ "value": 1047199.6567340684
50
  }
51
  },
52
  "decode": {
53
  "memory": {
54
  "unit": "MB",
55
+ "max_ram": 947.67104,
56
  "max_global_vram": null,
57
  "max_process_vram": null,
58
  "max_reserved": null,
 
60
  },
61
  "latency": {
62
  "unit": "s",
63
+ "count": 12,
64
+ "total": 0.39697931500001005,
65
+ "mean": 0.03308160958333417,
66
+ "stdev": 0.0006865410009691628,
67
+ "p50": 0.03313834499999757,
68
+ "p90": 0.03381396359999087,
69
+ "p95": 0.034019586199990216,
70
+ "p99": 0.034196957239990694,
71
  "values": [
72
+ 0.032926583000005394,
73
+ 0.03359598000000119,
74
+ 0.03303443499999048,
75
+ 0.03256758899999568,
76
+ 0.03232157700000471,
77
+ 0.03324225500000466,
78
+ 0.03343429599999581,
79
+ 0.0327964890000203,
80
+ 0.034241299999990815,
81
+ 0.033838183999989724,
82
+ 0.033405552000004946,
83
+ 0.031575075000006336
 
84
  ]
85
  },
86
  "throughput": {
87
  "unit": "tokens/s",
88
+ "value": 30.228275244012895
89
  },
90
  "energy": {
91
  "unit": "kWh",
92
+ "cpu": 1.0896824827097892e-06,
93
+ "ram": 4.553964979426669e-08,
94
  "gpu": 0.0,
95
+ "total": 1.1352221325040545e-06
96
  },
97
  "efficiency": {
98
  "unit": "tokens/kWh",
99
+ "value": 880884.8694609365
100
  }
101
  },
102
  "per_token": {
103
  "memory": null,
104
  "latency": {
105
  "unit": "s",
106
+ "count": 11,
107
+ "total": 0.9463848640000094,
108
+ "mean": 0.0860349876363645,
109
+ "stdev": 0.0011781546398233853,
110
+ "p50": 0.08581834000000299,
111
+ "p90": 0.08754055299999663,
112
+ "p95": 0.08759233499999652,
113
+ "p99": 0.08763376059999643,
114
  "values": [
115
+ 0.08764411699999641,
116
+ 0.08462633300001698,
117
+ 0.08574536300000091,
118
+ 0.08581834000000299,
119
+ 0.08396824700000138,
120
+ 0.08685305199998083,
121
+ 0.08559130400001891,
122
+ 0.08754055299999663,
123
+ 0.08622163699999419,
124
+ 0.08742857199999321,
125
+ 0.08494734600000697
 
126
  ]
127
  },
128
  "throughput": {
129
  "unit": "tokens/s",
130
+ "value": 11.623178284474223
131
  },
132
  "energy": null,
133
  "efficiency": null