Hugging Face's logo

Datasets:
optimum-benchmark
/
cpu

Dataset card Viewer Files Community
IlyasMoutawwakil HF staff commited on
Commit
da4feba
•
1 Parent(s): 7c2f443

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 +93 -90
cpu_inference_transformers_text-generation_openai-community/gpt2/benchmark_report.json CHANGED
@@ -2,7 +2,7 @@
2
  "load": {
3
  "memory": {
4
  "unit": "MB",
5
- "max_ram": 1103.958016,
6
  "max_global_vram": null,
7
  "max_process_vram": null,
8
  "max_reserved": null,
@@ -11,31 +11,31 @@
11
  "latency": {
12
  "unit": "s",
13
  "count": 1,
14
- "total": 4.754099214000007,
15
- "mean": 4.754099214000007,
16
  "stdev": 0.0,
17
- "p50": 4.754099214000007,
18
- "p90": 4.754099214000007,
19
- "p95": 4.754099214000007,
20
- "p99": 4.754099214000007,
21
  "values": [
22
- 4.754099214000007
23
  ]
24
  },
25
  "throughput": null,
26
  "energy": {
27
  "unit": "kWh",
28
- "cpu": 6.860339111751982e-05,
29
- "ram": 2.8674047322489096e-06,
30
  "gpu": 0,
31
- "total": 7.147079584976873e-05
32
  },
33
  "efficiency": null
34
  },
35
  "prefill": {
36
  "memory": {
37
  "unit": "MB",
38
- "max_ram": 957.58336,
39
  "max_global_vram": null,
40
  "max_process_vram": null,
41
  "max_reserved": null,
@@ -43,51 +43,52 @@
43
  },
44
  "latency": {
45
  "unit": "s",
46
- "count": 14,
47
- "total": 0.6297390710001309,
48
- "mean": 0.044981362214295065,
49
- "stdev": 0.0033128163941984253,
50
- "p50": 0.0454371425000204,
51
- "p90": 0.04889067670001168,
52
- "p95": 0.04946403970001114,
53
- "p99": 0.05018771434000627,
54
  "values": [
55
- 0.04486325100000954,
56
- 0.045973313000018834,
57
- 0.04461893100000225,
58
- 0.046317211000001635,
59
- 0.04622898400000963,
60
- 0.04684448300000099,
61
- 0.05036863300000505,
62
- 0.048976951000014424,
63
- 0.04868937000000528,
64
- 0.044900972000021966,
65
- 0.04262918200001309,
66
- 0.03966221200002451,
67
- 0.039587772000004406,
68
- 0.04007780599999933
 
69
  ]
70
  },
71
  "throughput": {
72
  "unit": "tokens/s",
73
- "value": 44.46285976115682
74
  },
75
  "energy": {
76
  "unit": "kWh",
77
- "cpu": 1.5791876051161027e-06,
78
- "ram": 6.599707832163328e-08,
79
  "gpu": 0.0,
80
- "total": 1.645184683437736e-06
81
  },
82
  "efficiency": {
83
  "unit": "tokens/kWh",
84
- "value": 1215668.988493651
85
  }
86
  },
87
  "decode": {
88
  "memory": {
89
  "unit": "MB",
90
- "max_ram": 958.23872,
91
  "max_global_vram": null,
92
  "max_process_vram": null,
93
  "max_reserved": null,
@@ -95,79 +96,81 @@
95
  },
96
  "latency": {
97
  "unit": "s",
98
- "count": 14,
99
- "total": 0.3894489869999518,
100
- "mean": 0.027817784785710842,
101
- "stdev": 0.0021987584715382137,
102
- "p50": 0.028234472999997706,
103
- "p90": 0.029935381800001437,
104
- "p95": 0.030664555650001545,
105
- "p99": 0.0315339015299989,
106
  "values": [
107
- 0.02848260999999752,
108
- 0.0279709159999868,
109
- 0.028108785999990005,
110
- 0.028360160000005408,
111
- 0.029599294999997028,
112
- 0.029307424999984732,
113
- 0.03175123799999824,
114
- 0.030079419000003327,
115
- 0.029313950999977578,
116
- 0.027362730999982432,
117
- 0.024424406000008503,
118
- 0.024725111999998717,
119
- 0.024192548000002034,
120
- 0.02577039000001946
 
121
  ]
122
  },
123
  "throughput": {
124
  "unit": "tokens/s",
125
- "value": 35.94822548608076
126
  },
127
  "energy": {
128
  "unit": "kWh",
129
- "cpu": 9.550513890054495e-07,
130
- "ram": 3.991403817088089e-08,
131
  "gpu": 0.0,
132
- "total": 9.9496542717633e-07
133
  },
134
  "efficiency": {
135
  "unit": "tokens/kWh",
136
- "value": 1005060.0480038365
137
  }
138
  },
139
  "per_token": {
140
  "memory": null,
141
  "latency": {
142
  "unit": "s",
143
- "count": 14,
144
- "total": 0.383760251999945,
145
- "mean": 0.027411446571424643,
146
- "stdev": 0.0021285352172168478,
147
- "p50": 0.027756131999993272,
148
- "p90": 0.029448320500003435,
149
- "p95": 0.03019047450000869,
150
- "p99": 0.031060179700004367,
151
  "values": [
152
- 0.0280203599999993,
153
- 0.0275076539999759,
154
- 0.027624884999994492,
155
- 0.027887378999992052,
156
- 0.02908251099998438,
157
- 0.02879076199999986,
158
- 0.03127760600000329,
159
- 0.0296050960000116,
160
- 0.028972006999993027,
161
- 0.02705689499998698,
162
- 0.024134048000007624,
163
- 0.0244201769999961,
164
- 0.023895127999992383,
165
- 0.025485744000008026
 
166
  ]
167
  },
168
  "throughput": {
169
  "unit": "tokens/s",
170
- "value": 36.48111008641407
171
  },
172
  "energy": null,
173
  "efficiency": null
 
2
  "load": {
3
  "memory": {
4
  "unit": "MB",
5
+ "max_ram": 1115.344896,
6
  "max_global_vram": null,
7
  "max_process_vram": null,
8
  "max_reserved": null,
 
11
  "latency": {
12
  "unit": "s",
13
  "count": 1,
14
+ "total": 4.770814840999947,
15
+ "mean": 4.770814840999947,
16
  "stdev": 0.0,
17
+ "p50": 4.770814840999947,
18
+ "p90": 4.770814840999947,
19
+ "p95": 4.770814840999947,
20
+ "p99": 4.770814840999947,
21
  "values": [
22
+ 4.770814840999947
23
  ]
24
  },
25
  "throughput": null,
26
  "energy": {
27
  "unit": "kWh",
28
+ "cpu": 6.762755844328139e-05,
29
+ "ram": 2.826661050086159e-06,
30
  "gpu": 0,
31
+ "total": 7.045421949336755e-05
32
  },
33
  "efficiency": null
34
  },
35
  "prefill": {
36
  "memory": {
37
  "unit": "MB",
38
+ "max_ram": 968.957952,
39
  "max_global_vram": null,
40
  "max_process_vram": null,
41
  "max_reserved": null,
 
43
  },
44
  "latency": {
45
  "unit": "s",
46
+ "count": 15,
47
+ "total": 0.6617117119998852,
48
+ "mean": 0.04411411413332568,
49
+ "stdev": 0.002175463344562263,
50
+ "p50": 0.04326664699999583,
51
+ "p90": 0.04758368919998475,
52
+ "p95": 0.04805467919997568,
53
+ "p99": 0.04820834543996511,
54
  "values": [
55
+ 0.04264434999998912,
56
+ 0.04325330199998234,
57
+ 0.04235823400000527,
58
+ 0.04326664699999583,
59
+ 0.04300257199997759,
60
+ 0.04278942600001301,
61
+ 0.04418006200000946,
62
+ 0.04824676199996247,
63
+ 0.04797235799998134,
64
+ 0.046660588999998254,
65
+ 0.047000685999989855,
66
+ 0.041825669999980164,
67
+ 0.0411281019999592,
68
+ 0.0437031280000042,
69
+ 0.043679824000037115
70
  ]
71
  },
72
  "throughput": {
73
  "unit": "tokens/s",
74
+ "value": 45.3369639012906
75
  },
76
  "energy": {
77
  "unit": "kWh",
78
+ "cpu": 1.5945914586385092e-06,
79
+ "ram": 6.664111632185267e-08,
80
  "gpu": 0.0,
81
+ "total": 1.661232574960362e-06
82
  },
83
  "efficiency": {
84
  "unit": "tokens/kWh",
85
+ "value": 1203925.3444375307
86
  }
87
  },
88
  "decode": {
89
  "memory": {
90
  "unit": "MB",
91
+ "max_ram": 969.48224,
92
  "max_global_vram": null,
93
  "max_process_vram": null,
94
  "max_reserved": null,
 
96
  },
97
  "latency": {
98
  "unit": "s",
99
+ "count": 15,
100
+ "total": 0.4053447140001367,
101
+ "mean": 0.027022980933342447,
102
+ "stdev": 0.0016346801925869539,
103
+ "p50": 0.02618649400000095,
104
+ "p90": 0.02927176740000732,
105
+ "p95": 0.029382363400009125,
106
+ "p99": 0.029567078279997078,
107
  "values": [
108
+ 0.02618649400000095,
109
+ 0.026134627000033106,
110
+ 0.025654287000008935,
111
+ 0.025900768000042262,
112
+ 0.02663298000004488,
113
+ 0.025661121999974057,
114
+ 0.02925430499999493,
115
+ 0.02915447700002005,
116
+ 0.02928340900001558,
117
+ 0.028729201000032845,
118
+ 0.029613256999994064,
119
+ 0.0254840200000217,
120
+ 0.025053162999995493,
121
+ 0.027279003999979068,
122
+ 0.025323599999978796
123
  ]
124
  },
125
  "throughput": {
126
  "unit": "tokens/s",
127
+ "value": 37.00553993161223
128
  },
129
  "energy": {
130
  "unit": "kWh",
131
+ "cpu": 9.673877027299674e-07,
132
+ "ram": 4.043015978906226e-08,
133
  "gpu": 0.0,
134
+ "total": 1.0078178625190295e-06
135
  },
136
  "efficiency": {
137
  "unit": "tokens/kWh",
138
+ "value": 992242.7823421498
139
  }
140
  },
141
  "per_token": {
142
  "memory": null,
143
  "latency": {
144
  "unit": "s",
145
+ "count": 15,
146
+ "total": 0.3997457030000646,
147
+ "mean": 0.02664971353333764,
148
+ "stdev": 0.0015707804120315785,
149
+ "p50": 0.025850174000026982,
150
+ "p90": 0.028764328600004774,
151
+ "p95": 0.0289328778999959,
152
+ "p99": 0.02921775157998468,
153
  "values": [
154
+ 0.025850174000026982,
155
+ 0.025804939000011018,
156
+ 0.02532973900002844,
157
+ 0.02555655300000126,
158
+ 0.026276171999995768,
159
+ 0.02531076499997198,
160
+ 0.028780267000001913,
161
+ 0.028629453000007743,
162
+ 0.028740421000009064,
163
+ 0.02824292000002515,
164
+ 0.029288969999981873,
165
+ 0.025196682000000692,
166
+ 0.02476184700003614,
167
+ 0.026964114000008976,
168
+ 0.025012686999957623
169
  ]
170
  },
171
  "throughput": {
172
  "unit": "tokens/s",
173
+ "value": 37.52385550970532
174
  },
175
  "energy": null,
176
  "efficiency": null