Hugging Face's logo

Datasets:
optimum-benchmark
/
cpu

Dataset card Viewer Files Community
IlyasMoutawwakil HF staff commited on
Commit
c87039e
•
1 Parent(s): 61539b0

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 +75 -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": 956.485632,
6
  "max_global_vram": null,
7
  "max_process_vram": null,
8
  "max_reserved": null,
@@ -10,51 +10,50 @@
10
  },
11
  "latency": {
12
  "unit": "s",
13
- "count": 14,
14
- "total": 0.6631392349999032,
15
- "mean": 0.047367088214278805,
16
- "stdev": 0.0018567794314982196,
17
- "p50": 0.04688193900000215,
18
- "p90": 0.050500270799983586,
19
- "p95": 0.050989113499980476,
20
- "p99": 0.051011613899976285,
21
  "values": [
22
- 0.04723268100002542,
23
- 0.04848425199998019,
24
- 0.046664858000042386,
25
- 0.04642622199997959,
26
- 0.04709901999996191,
27
- 0.0459951049999745,
28
- 0.045254389999968225,
29
- 0.04939497499998424,
30
- 0.051017238999975234,
31
- 0.0509739689999833,
32
- 0.04739707700002782,
33
- 0.045059476000005816,
34
- 0.04588531000001694,
35
- 0.04625466099997766
36
  ]
37
  },
38
  "throughput": {
39
  "unit": "tokens/s",
40
- "value": 42.22341029181313
41
  },
42
  "energy": {
43
  "unit": "kWh",
44
- "cpu": 1.818288335896502e-06,
45
- "ram": 7.598500345641862e-08,
46
  "gpu": 0.0,
47
- "total": 1.8942733393529205e-06
48
  },
49
  "efficiency": {
50
  "unit": "tokens/kWh",
51
- "value": 1055813.8355487785
52
  }
53
  },
54
  "decode": {
55
  "memory": {
56
  "unit": "MB",
57
- "max_ram": 956.485632,
58
  "max_global_vram": null,
59
  "max_process_vram": null,
60
  "max_reserved": null,
@@ -62,78 +61,76 @@
62
  },
63
  "latency": {
64
  "unit": "s",
65
- "count": 14,
66
- "total": 0.40755572500006565,
67
- "mean": 0.029111123214290404,
68
- "stdev": 0.001426597778332552,
69
- "p50": 0.028622850500028107,
70
- "p90": 0.03139698610000892,
71
- "p95": 0.03165521325000782,
72
- "p99": 0.03190958424999962,
73
  "values": [
74
- 0.02949103399998876,
75
- 0.028605528000014147,
76
- 0.028484881999986555,
77
- 0.028399842999988323,
78
- 0.02864017300004207,
79
- 0.029520700000034594,
80
- 0.02798283000004176,
81
- 0.031484002000013334,
82
- 0.03197317699999758,
83
- 0.03119394899999861,
84
- 0.02743047899997464,
85
- 0.02714351299999862,
86
- 0.028884759999982634,
87
- 0.02832085500000403
88
  ]
89
  },
90
  "throughput": {
91
  "unit": "tokens/s",
92
- "value": 34.3511307564082
93
  },
94
  "energy": {
95
  "unit": "kWh",
96
- "cpu": 1.0542290379302673e-06,
97
- "ram": 4.4061355000001764e-08,
98
  "gpu": 0.0,
99
- "total": 1.0982903929302686e-06
100
  },
101
  "efficiency": {
102
  "unit": "tokens/kWh",
103
- "value": 910506.0068239083
104
  }
105
  },
106
  "per_token": {
107
  "memory": null,
108
  "latency": {
109
  "unit": "s",
110
- "count": 13,
111
- "total": 0.994253824999987,
112
- "mean": 0.07648106346153746,
113
- "stdev": 0.0032515038066005513,
114
- "p50": 0.07515090300000793,
115
- "p90": 0.08192981380002493,
116
- "p95": 0.0825456231999965,
117
- "p99": 0.08292924543996605,
118
  "values": [
119
- 0.07714477199999692,
120
- 0.07515090300000793,
121
- 0.07483810700000504,
122
- 0.07575853999998117,
123
- 0.07551517399997465,
124
- 0.07325420099999747,
125
- 0.08074531700003718,
126
- 0.08302515099995844,
127
- 0.08222593800002187,
128
- 0.07500976699998319,
129
- 0.07224853299999268,
130
- 0.07463676100002203,
131
- 0.0747006610000085
132
  ]
133
  },
134
  "throughput": {
135
  "unit": "tokens/s",
136
- "value": 13.075131996600737
137
  },
138
  "energy": null,
139
  "efficiency": null
 
2
  "prefill": {
3
  "memory": {
4
  "unit": "MB",
5
+ "max_ram": 956.526592,
6
  "max_global_vram": null,
7
  "max_process_vram": null,
8
  "max_reserved": null,
 
10
  },
11
  "latency": {
12
  "unit": "s",
13
+ "count": 13,
14
+ "total": 0.6378364839999904,
15
+ "mean": 0.04906434492307618,
16
+ "stdev": 0.0021008574413539072,
17
+ "p50": 0.04890757800001211,
18
+ "p90": 0.0507737607999843,
19
+ "p95": 0.05221143759998767,
20
+ "p99": 0.05368967152000323,
21
  "values": [
22
+ 0.05405923000000712,
23
+ 0.05097957599997471,
24
+ 0.04890979299995024,
25
+ 0.04814796700003399,
26
+ 0.04814300800001092,
27
+ 0.04995050000002266,
28
+ 0.049756537000007484,
29
+ 0.049341330999993716,
30
+ 0.047951850000004015,
31
+ 0.04882190799997943,
32
+ 0.04890757800001211,
33
+ 0.04872964499998034,
34
+ 0.04413756100001365
 
35
  ]
36
  },
37
  "throughput": {
38
  "unit": "tokens/s",
39
+ "value": 40.76279838517421
40
  },
41
  "energy": {
42
  "unit": "kWh",
43
+ "cpu": 1.6674685809347367e-06,
44
+ "ram": 6.968496072403241e-08,
45
  "gpu": 0.0,
46
+ "total": 1.737153541658769e-06
47
  },
48
  "efficiency": {
49
  "unit": "tokens/kWh",
50
+ "value": 1151308.708204483
51
  }
52
  },
53
  "decode": {
54
  "memory": {
55
  "unit": "MB",
56
+ "max_ram": 956.526592,
57
  "max_global_vram": null,
58
  "max_process_vram": null,
59
  "max_reserved": null,
 
61
  },
62
  "latency": {
63
  "unit": "s",
64
+ "count": 13,
65
+ "total": 0.39171619900008636,
66
+ "mean": 0.03013201530769895,
67
+ "stdev": 0.0016810689361049936,
68
+ "p50": 0.030122733000041535,
69
+ "p90": 0.031056456599958437,
70
+ "p95": 0.03234407659997487,
71
+ "p99": 0.03383635291999781,
72
  "values": [
73
+ 0.03420942200000354,
74
+ 0.029241294000030393,
75
+ 0.030122733000041535,
76
+ 0.03088023099996917,
77
+ 0.03050217300000213,
78
+ 0.031100512999955754,
79
+ 0.0306525550000174,
80
+ 0.029580258000009962,
81
+ 0.03081067099998336,
82
+ 0.028963894000014534,
83
+ 0.02920186000000058,
84
+ 0.030115740000042024,
85
+ 0.026334855000015978
 
86
  ]
87
  },
88
  "throughput": {
89
  "unit": "tokens/s",
90
+ "value": 33.18729231311961
91
  },
92
  "energy": {
93
  "unit": "kWh",
94
+ "cpu": 9.912686546643571e-07,
95
+ "ram": 4.142798445337805e-08,
96
  "gpu": 0.0,
97
+ "total": 1.0326966391177357e-06
98
  },
99
  "efficiency": {
100
  "unit": "tokens/kWh",
101
+ "value": 968338.5828139526
102
  }
103
  },
104
  "per_token": {
105
  "memory": null,
106
  "latency": {
107
  "unit": "s",
108
+ "count": 12,
109
+ "total": 0.9416927060000262,
110
+ "mean": 0.07847439216666885,
111
+ "stdev": 0.002556070288920903,
112
+ "p50": 0.0789358294999829,
113
+ "p90": 0.08043597459999888,
114
+ "p95": 0.08072864014998231,
115
+ "p99": 0.08099842482996791,
116
  "values": [
117
+ 0.08028523000001542,
118
+ 0.07902762700001631,
119
+ 0.07905465799996136,
120
+ 0.07865735400002904,
121
+ 0.08106587099996432,
122
+ 0.08045272399999703,
123
+ 0.07890389499999628,
124
+ 0.07878092500004641,
125
+ 0.07779963799998768,
126
+ 0.07814285099999552,
127
+ 0.07896776399996952,
128
+ 0.0705541690000473
 
129
  ]
130
  },
131
  "throughput": {
132
  "unit": "tokens/s",
133
+ "value": 12.74301045717101
134
  },
135
  "energy": null,
136
  "efficiency": null