Hugging Face's logo

Datasets:
optimum-benchmark
/
cpu

Dataset card Viewer Files Community
IlyasMoutawwakil HF staff commited on
Commit
ed2192c
•
1 Parent(s): be74cf4

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": 946.008064,
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": 0.6320337770000322,
15
- "mean": 0.045145269785716584,
16
- "stdev": 0.0014335878462813504,
17
- "p50": 0.045125155500002734,
18
- "p90": 0.046902648500014264,
19
- "p95": 0.047197662400014904,
20
- "p99": 0.04754591888000277,
21
  "values": [
22
- 0.04763298299999974,
23
- 0.0456690849999859,
24
- 0.04418219400000112,
25
- 0.04440058899999144,
26
- 0.04660881200001654,
27
- 0.04483366400000932,
28
- 0.04438437900000736,
29
- 0.04546087900001794,
30
- 0.04384111000001667,
31
- 0.04696325900002307,
32
- 0.045416646999996146,
33
- 0.04676122399999372,
34
- 0.042445647999983294,
35
- 0.0434333039999899
 
36
  ]
37
  },
38
  "throughput": {
39
  "unit": "tokens/s",
40
- "value": 44.3014297952601
41
  },
42
  "energy": {
43
  "unit": "kWh",
44
- "cpu": 1.7341009660619469e-06,
45
- "ram": 7.246936256592562e-08,
46
  "gpu": 0.0,
47
- "total": 1.8065703286278726e-06
48
  },
49
  "efficiency": {
50
  "unit": "tokens/kWh",
51
- "value": 1107070.103115798
52
  }
53
  },
54
  "decode": {
55
  "memory": {
56
  "unit": "MB",
57
- "max_ram": 946.008064,
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": 0.3873856239999611,
67
- "mean": 0.02767040171428294,
68
- "stdev": 0.0010203383328073155,
69
- "p50": 0.02784932599999479,
70
- "p90": 0.028944621900009793,
71
- "p95": 0.029149170250011024,
72
- "p99": 0.029290524449999678,
73
  "values": [
74
- 0.02905402800001866,
75
- 0.027074623000004294,
76
- 0.028120855999986816,
77
- 0.029325862999996843,
78
- 0.0286893409999891,
79
- 0.02792931999999837,
80
- 0.026574162999992268,
81
- 0.02688786499999196,
82
- 0.02776933199999121,
83
- 0.028617707999984532,
84
- 0.02826093600000945,
85
- 0.026421650000003183,
86
- 0.02646082300000785,
87
- 0.02619911599998659
 
88
  ]
89
  },
90
  "throughput": {
91
  "unit": "tokens/s",
92
- "value": 36.139699391636185
93
  },
94
  "energy": {
95
  "unit": "kWh",
96
- "cpu": 1.0917386858935517e-06,
97
- "ram": 4.5625750047650256e-08,
98
  "gpu": 0.0,
99
- "total": 1.1373644359412024e-06
100
  },
101
  "efficiency": {
102
  "unit": "tokens/kWh",
103
- "value": 879225.662768742
104
  }
105
  },
106
  "per_token": {
107
  "memory": null,
108
  "latency": {
109
  "unit": "s",
110
- "count": 13,
111
- "total": 0.9429658930000073,
112
- "mean": 0.07253583792307748,
113
- "stdev": 0.0018882593808772102,
114
- "p50": 0.0727285290000168,
115
- "p90": 0.07499621619999175,
116
- "p95": 0.07549775339998632,
117
- "p99": 0.07572449387998859,
118
  "values": [
119
- 0.0727393500000062,
120
- 0.07234661999999048,
121
- 0.073745869000021,
122
- 0.07530880299998444,
123
- 0.0727285290000168,
124
- 0.07103981299999873,
125
- 0.07236192899998173,
126
- 0.07143181100002494,
127
- 0.07578117899998915,
128
- 0.07351227499998458,
129
- 0.07339514800000302,
130
- 0.06892229000001748,
131
- 0.06965227699998877
 
132
  ]
133
  },
134
  "throughput": {
135
  "unit": "tokens/s",
136
- "value": 13.786288662722502
137
  },
138
  "energy": null,
139
  "efficiency": null
 
2
  "prefill": {
3
  "memory": {
4
  "unit": "MB",
5
+ "max_ram": 956.796928,
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": 0.654556035999974,
15
+ "mean": 0.04363706906666494,
16
+ "stdev": 0.0011435378132150255,
17
+ "p50": 0.04344892300002812,
18
+ "p90": 0.045377289200001766,
19
+ "p95": 0.04584508609999318,
20
+ "p99": 0.046038558819979584,
21
  "values": [
22
+ 0.045741440000000466,
23
+ 0.044831063000003724,
24
+ 0.043681317999983094,
25
+ 0.04389287399999375,
26
+ 0.042934197999983326,
27
+ 0.04408821999999191,
28
+ 0.04319089800000597,
29
+ 0.0426090679999902,
30
+ 0.04309415800000238,
31
+ 0.04344892300002812,
32
+ 0.04381533000000104,
33
+ 0.046086926999976185,
34
+ 0.04303371400001765,
35
+ 0.04204751500000725,
36
+ 0.042060389999988956
37
  ]
38
  },
39
  "throughput": {
40
  "unit": "tokens/s",
41
+ "value": 45.83259239855392
42
  },
43
  "energy": {
44
  "unit": "kWh",
45
+ "cpu": 1.6848262261461329e-06,
46
+ "ram": 7.041143620284629e-08,
47
  "gpu": 0.0,
48
+ "total": 1.7552376623489792e-06
49
  },
50
  "efficiency": {
51
  "unit": "tokens/kWh",
52
+ "value": 1139446.8355490179
53
  }
54
  },
55
  "decode": {
56
  "memory": {
57
  "unit": "MB",
58
+ "max_ram": 956.796928,
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": 0.3967881569999747,
68
+ "mean": 0.026452543799998316,
69
+ "stdev": 0.0007171637234269635,
70
+ "p50": 0.02624499399999536,
71
+ "p90": 0.02765210039999033,
72
+ "p95": 0.027785349899988886,
73
+ "p99": 0.027795537979998244,
74
  "values": [
75
+ 0.027798085000000583,
76
+ 0.02656862200001342,
77
+ 0.026154555000005075,
78
+ 0.02613009000000943,
79
+ 0.02639411399999858,
80
+ 0.02621539000000439,
81
+ 0.026402160000003505,
82
+ 0.02585750899999084,
83
+ 0.02624499399999536,
84
+ 0.026969742999995105,
85
+ 0.027779891999983874,
86
+ 0.027460413000000017,
87
+ 0.025642836000002944,
88
+ 0.025457747999979574,
89
+ 0.025712005999992016
90
  ]
91
  },
92
  "throughput": {
93
  "unit": "tokens/s",
94
+ "value": 37.803547649737325
95
  },
96
  "energy": {
97
  "unit": "kWh",
98
+ "cpu": 1.0071023194878185e-06,
99
+ "ram": 4.208515859005502e-08,
100
  "gpu": 0.0,
101
+ "total": 1.0491874780778736e-06
102
  },
103
  "efficiency": {
104
  "unit": "tokens/kWh",
105
+ "value": 953118.5044564335
106
  }
107
  },
108
  "per_token": {
109
  "memory": null,
110
  "latency": {
111
  "unit": "s",
112
+ "count": 14,
113
+ "total": 0.9780474509999806,
114
+ "mean": 0.06986053221428433,
115
+ "stdev": 0.00156174632545555,
116
+ "p50": 0.06973939199998824,
117
+ "p90": 0.07143772600000489,
118
+ "p95": 0.07225020065000365,
119
+ "p99": 0.07344347533000074,
120
  "values": [
121
+ 0.07141600500000322,
122
+ 0.06985661199999527,
123
+ 0.07002204200000506,
124
+ 0.06937164299998244,
125
+ 0.07028997500000855,
126
+ 0.06962217199998122,
127
+ 0.06849496000000954,
128
+ 0.06934188700000732,
129
+ 0.07041659199998662,
130
+ 0.0714470350000056,
131
+ 0.07374179400000003,
132
+ 0.06874257399999806,
133
+ 0.06741424400001961,
134
+ 0.06786991599997805
135
  ]
136
  },
137
  "throughput": {
138
  "unit": "tokens/s",
139
+ "value": 14.314233921560803
140
  },
141
  "energy": null,
142
  "efficiency": null