Hugging Face's logo

Datasets:
optimum-benchmark
/
cpu

Dataset card Viewer Files Community
IlyasMoutawwakil HF staff commited on
Commit
ec1b690
•
1 Parent(s): 48472f7

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 +78 -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": 958.111744,
6
  "max_global_vram": null,
7
  "max_process_vram": null,
8
  "max_reserved": null,
@@ -10,50 +10,51 @@
10
  },
11
  "latency": {
12
  "unit": "s",
13
- "count": 13,
14
- "total": 0.6382197259999884,
15
- "mean": 0.049093825076922185,
16
- "stdev": 0.0007731883750524893,
17
- "p50": 0.049111820000007356,
18
- "p90": 0.05007328540000344,
19
- "p95": 0.05018169000000512,
20
- "p99": 0.050292320400004656,
21
  "values": [
22
- 0.04926742099999615,
23
- 0.048682788000007804,
24
- 0.04817413799997894,
25
- 0.05000843499999519,
26
- 0.05031997800000454,
27
- 0.047461395999988554,
28
- 0.04953364900001134,
29
- 0.049256611000004114,
30
- 0.048475201000002244,
31
- 0.049111820000007356,
32
- 0.050089498000005506,
33
- 0.04873665899998514,
34
- 0.049102132000001575
 
35
  ]
36
  },
37
  "throughput": {
38
  "unit": "tokens/s",
39
- "value": 40.73832089608661
40
  },
41
  "energy": {
42
  "unit": "kWh",
43
- "cpu": 1.6455986433558995e-06,
44
- "ram": 6.877161840219989e-08,
45
  "gpu": 0.0,
46
- "total": 1.7143702617580994e-06
47
  },
48
  "efficiency": {
49
  "unit": "tokens/kWh",
50
- "value": 1166609.1302522859
51
  }
52
  },
53
  "decode": {
54
  "memory": {
55
  "unit": "MB",
56
- "max_ram": 958.111744,
57
  "max_global_vram": null,
58
  "max_process_vram": null,
59
  "max_reserved": null,
@@ -61,76 +62,78 @@
61
  },
62
  "latency": {
63
  "unit": "s",
64
- "count": 13,
65
- "total": 0.39937626200006093,
66
- "mean": 0.03072125092308161,
67
- "stdev": 0.00035723684655425766,
68
- "p50": 0.03074223499999107,
69
- "p90": 0.031131962200015552,
70
- "p95": 0.03132310800000937,
71
- "p99": 0.03149465519999808,
72
  "values": [
73
- 0.030524438000014698,
74
- 0.030542642000000342,
75
- 0.030888378000014427,
76
- 0.030939203000002635,
77
- 0.03082215400002042,
78
- 0.03074223499999107,
79
- 0.030791696999983742,
80
- 0.030571025000000418,
81
- 0.03118015200001878,
82
- 0.031537541999995256,
83
- 0.03020081299999333,
84
- 0.030347988000016812,
85
- 0.030287995000009005
 
86
  ]
87
  },
88
  "throughput": {
89
  "unit": "tokens/s",
90
- "value": 32.5507578615126
91
  },
92
  "energy": {
93
  "unit": "kWh",
94
- "cpu": 9.966359646232034e-07,
95
- "ram": 4.1652888083997174e-08,
96
  "gpu": 0.0,
97
- "total": 1.0382888527072012e-06
98
  },
99
  "efficiency": {
100
  "unit": "tokens/kWh",
101
- "value": 963123.1206928899
102
  }
103
  },
104
  "per_token": {
105
  "memory": null,
106
  "latency": {
107
  "unit": "s",
108
- "count": 12,
109
- "total": 0.9580520140000033,
110
- "mean": 0.07983766783333361,
111
- "stdev": 0.0008466106598761555,
112
- "p50": 0.07974531200000001,
113
- "p90": 0.08093956989999924,
114
- "p95": 0.08106122949999701,
115
- "p99": 0.0811508618999943,
116
  "values": [
117
- 0.07928427000001648,
118
- 0.07905473200000301,
119
- 0.08096955999999977,
120
- 0.08117326999999364,
121
- 0.07821165600000768,
122
- 0.08035131399998363,
123
- 0.07985349500000893,
124
- 0.07963712899999109,
125
- 0.08066965899999445,
126
- 0.08033977300001993,
127
- 0.07910885299997972,
128
- 0.07939830300000494
 
129
  ]
130
  },
131
  "throughput": {
132
  "unit": "tokens/s",
133
- "value": 12.525415973918049
134
  },
135
  "energy": null,
136
  "efficiency": null
 
2
  "prefill": {
3
  "memory": {
4
  "unit": "MB",
5
+ "max_ram": 959.664128,
6
  "max_global_vram": null,
7
  "max_process_vram": null,
8
  "max_reserved": null,
 
10
  },
11
  "latency": {
12
  "unit": "s",
13
+ "count": 14,
14
+ "total": 0.6259215840000252,
15
+ "mean": 0.04470868457143037,
16
+ "stdev": 0.0022939663500018918,
17
+ "p50": 0.043769357000002174,
18
+ "p90": 0.048089518100005085,
19
+ "p95": 0.04964159665000238,
20
+ "p99": 0.05047913932999904,
21
  "values": [
22
+ 0.05068852499999821,
23
+ 0.04907786600000463,
24
+ 0.04293400700001371,
25
+ 0.04381882900000278,
26
+ 0.04392255199999795,
27
+ 0.04289968300000169,
28
+ 0.04357318199998872,
29
+ 0.04327136300000234,
30
+ 0.043123398000005864,
31
+ 0.04357777199999191,
32
+ 0.04384216200000424,
33
+ 0.045688987000005454,
34
+ 0.04371988500000157,
35
+ 0.04578337300000612
36
  ]
37
  },
38
  "throughput": {
39
  "unit": "tokens/s",
40
+ "value": 44.73403812193649
41
  },
42
  "energy": {
43
  "unit": "kWh",
44
+ "cpu": 1.6915323653658808e-06,
45
+ "ram": 7.069100939563554e-08,
46
  "gpu": 0.0,
47
+ "total": 1.7622233747615162e-06
48
  },
49
  "efficiency": {
50
  "unit": "tokens/kWh",
51
+ "value": 1134929.9008536092
52
  }
53
  },
54
  "decode": {
55
  "memory": {
56
  "unit": "MB",
57
+ "max_ram": 959.664128,
58
  "max_global_vram": null,
59
  "max_process_vram": null,
60
  "max_reserved": null,
 
62
  },
63
  "latency": {
64
  "unit": "s",
65
+ "count": 14,
66
+ "total": 0.3884702349999998,
67
+ "mean": 0.027747873928571413,
68
+ "stdev": 0.0012341039342716373,
69
+ "p50": 0.02734965800000566,
70
+ "p90": 0.029258482399990272,
71
+ "p95": 0.030247627199992164,
72
+ "p99": 0.031161741440000695,
73
  "values": [
74
+ 0.03139027000000283,
75
+ 0.029632357999986425,
76
+ 0.027422628000010718,
77
+ 0.02744358600000396,
78
+ 0.026854253999999855,
79
+ 0.027125967999978684,
80
+ 0.027495414000014762,
81
+ 0.026990998000002264,
82
+ 0.02702737499998875,
83
+ 0.026978214000024536,
84
+ 0.02691326299998309,
85
+ 0.02753311300000405,
86
+ 0.027276688000000604,
87
+ 0.028386105999999245
88
  ]
89
  },
90
  "throughput": {
91
  "unit": "tokens/s",
92
+ "value": 36.038797155205486
93
  },
94
  "energy": {
95
  "unit": "kWh",
96
+ "cpu": 1.0187692457927022e-06,
97
+ "ram": 4.257896128252051e-08,
98
  "gpu": 0.0,
99
+ "total": 1.0613482070752237e-06
100
  },
101
  "efficiency": {
102
  "unit": "tokens/kWh",
103
+ "value": 942197.8511234479
104
  }
105
  },
106
  "per_token": {
107
  "memory": null,
108
  "latency": {
109
  "unit": "s",
110
+ "count": 13,
111
+ "total": 0.9325598359999958,
112
+ "mean": 0.07173537199999967,
113
+ "stdev": 0.0023415807633051866,
114
+ "p50": 0.07083575400000086,
115
+ "p90": 0.07400461379999115,
116
+ "p95": 0.07602001719998838,
117
+ "p99": 0.07821214503999158,
118
  "values": [
119
+ 0.07876017699999238,
120
+ 0.07035103500001583,
121
+ 0.0712637789999917,
122
+ 0.07083575400000086,
123
+ 0.07004571900000656,
124
+ 0.0710509239999908,
125
+ 0.07031886600000803,
126
+ 0.07016754399998604,
127
+ 0.07057194600000116,
128
+ 0.07075963299999444,
129
+ 0.07325009300001284,
130
+ 0.07099112200000945,
131
+ 0.07419324399998573
132
  ]
133
  },
134
  "throughput": {
135
  "unit": "tokens/s",
136
+ "value": 13.940124266728617
137
  },
138
  "energy": null,
139
  "efficiency": null