Hugging Face's logo

Datasets:
optimum-benchmark
/
cpu

Dataset card Viewer Files Community
IlyasMoutawwakil HF staff commited on
Commit
78d6b89
·
verified ·
1 Parent(s): f5e43e7

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 +90 -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": 1116.151808,
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": 4.804630282000005,
15
- "mean": 4.804630282000005,
16
  "stdev": 0.0,
17
- "p50": 4.804630282000005,
18
- "p90": 4.804630282000005,
19
- "p95": 4.804630282000005,
20
- "p99": 4.804630282000005,
21
  "values": [
22
- 4.804630282000005
23
  ]
24
  },
25
  "throughput": null,
26
  "energy": {
27
  "unit": "kWh",
28
- "cpu": 6.74911343555547e-05,
29
- "ram": 2.822540012855956e-06,
30
  "gpu": 0,
31
- "total": 7.031367436841066e-05
32
  },
33
  "efficiency": null
34
  },
35
  "prefill": {
36
  "memory": {
37
  "unit": "MB",
38
- "max_ram": 969.744384,
39
  "max_global_vram": null,
40
  "max_process_vram": null,
41
  "max_reserved": null,
@@ -44,51 +44,51 @@
44
  "latency": {
45
  "unit": "s",
46
  "count": 15,
47
- "total": 0.6513595879999912,
48
- "mean": 0.043423972533332744,
49
- "stdev": 0.0028770375984023527,
50
- "p50": 0.04498897599995644,
51
- "p90": 0.04633787560002247,
52
- "p95": 0.04652240200001643,
53
- "p99": 0.04670838919998232,
54
  "values": [
55
- 0.04543820600002846,
56
- 0.04621054000000413,
57
- 0.045431753999992,
58
- 0.046754885999973794,
59
- 0.0464227660000347,
60
- 0.04605069999996658,
61
- 0.04554504500003986,
62
- 0.04498897599995644,
63
- 0.04451004200001307,
64
- 0.04148533999995152,
65
- 0.03970579499997484,
66
- 0.039975389000005634,
67
- 0.03948272900004213,
68
- 0.03993215799999916,
69
- 0.03942526200000884
70
  ]
71
  },
72
  "throughput": {
73
  "unit": "tokens/s",
74
- "value": 46.0575088671304
75
  },
76
  "energy": {
77
  "unit": "kWh",
78
- "cpu": 1.5616891904444782e-06,
79
- "ram": 6.530318374344422e-08,
80
  "gpu": 0.0,
81
- "total": 1.6269923741879224e-06
82
  },
83
  "efficiency": {
84
  "unit": "tokens/kWh",
85
- "value": 1229262.0615374772
86
  }
87
  },
88
  "decode": {
89
  "memory": {
90
  "unit": "MB",
91
- "max_ram": 970.661888,
92
  "max_global_vram": null,
93
  "max_process_vram": null,
94
  "max_reserved": null,
@@ -97,45 +97,45 @@
97
  "latency": {
98
  "unit": "s",
99
  "count": 15,
100
- "total": 0.39987949900000785,
101
- "mean": 0.02665863326666719,
102
- "stdev": 0.00196692793227169,
103
- "p50": 0.027807305000010274,
104
- "p90": 0.02880536780002103,
105
- "p95": 0.02912732550000783,
106
- "p99": 0.02916181869996308,
107
  "values": [
108
- 0.02917044199995189,
109
- 0.028161135000004833,
110
- 0.027971562000004724,
111
- 0.0291088470000318,
112
- 0.027846627999963403,
113
- 0.02801550400005226,
114
- 0.028350149000004876,
115
- 0.027807305000010274,
116
- 0.02756215599998768,
117
- 0.02482681600002934,
118
- 0.024242936000007376,
119
- 0.024567702000013014,
120
- 0.02417482799995696,
121
- 0.02409827500002848,
122
- 0.023975213999960943
123
  ]
124
  },
125
  "throughput": {
126
  "unit": "tokens/s",
127
- "value": 37.51130037301488
128
  },
129
  "energy": {
130
  "unit": "kWh",
131
- "cpu": 9.330014151110062e-07,
132
- "ram": 3.9012040167580325e-08,
133
  "gpu": 0.0,
134
- "total": 9.72013455278586e-07
135
  },
136
  "efficiency": {
137
  "unit": "tokens/kWh",
138
- "value": 1028792.3429140113
139
  }
140
  },
141
  "per_token": {
@@ -143,34 +143,34 @@
143
  "latency": {
144
  "unit": "s",
145
  "count": 15,
146
- "total": 0.393454093999992,
147
- "mean": 0.0262302729333328,
148
- "stdev": 0.001875923090103431,
149
- "p50": 0.02731540600001381,
150
- "p90": 0.02828409579997242,
151
- "p95": 0.028612032399979625,
152
- "p99": 0.028647535279984596,
153
  "values": [
154
- 0.028656410999985837,
155
- 0.02765182400003141,
156
- 0.02750394800000322,
157
- 0.028593012999976963,
158
- 0.027329320999967877,
159
- 0.027507345000003625,
160
- 0.027820719999965604,
161
- 0.02731540600001381,
162
- 0.02708742900000516,
163
- 0.02449406400000953,
164
- 0.02391514300001063,
165
- 0.024265888999991603,
166
- 0.023863205999987258,
167
- 0.023784489000036046,
168
- 0.02366588600000341
169
  ]
170
  },
171
  "throughput": {
172
  "unit": "tokens/s",
173
- "value": 38.12388847579333
174
  },
175
  "energy": null,
176
  "efficiency": null
 
2
  "load": {
3
  "memory": {
4
  "unit": "MB",
5
+ "max_ram": 1115.9552,
6
  "max_global_vram": null,
7
  "max_process_vram": null,
8
  "max_reserved": null,
 
11
  "latency": {
12
  "unit": "s",
13
  "count": 1,
14
+ "total": 4.8020152290000055,
15
+ "mean": 4.8020152290000055,
16
  "stdev": 0.0,
17
+ "p50": 4.8020152290000055,
18
+ "p90": 4.8020152290000055,
19
+ "p95": 4.8020152290000055,
20
+ "p99": 4.8020152290000055,
21
  "values": [
22
+ 4.8020152290000055
23
  ]
24
  },
25
  "throughput": null,
26
  "energy": {
27
  "unit": "kWh",
28
+ "cpu": 6.793940342777822e-05,
29
+ "ram": 2.841308451332861e-06,
30
  "gpu": 0,
31
+ "total": 7.078071187911108e-05
32
  },
33
  "efficiency": null
34
  },
35
  "prefill": {
36
  "memory": {
37
  "unit": "MB",
38
+ "max_ram": 969.547776,
39
  "max_global_vram": null,
40
  "max_process_vram": null,
41
  "max_reserved": null,
 
44
  "latency": {
45
  "unit": "s",
46
  "count": 15,
47
+ "total": 0.6475142679999806,
48
+ "mean": 0.04316761786666537,
49
+ "stdev": 0.0021306496084466625,
50
+ "p50": 0.04227796199998579,
51
+ "p90": 0.04662443039999289,
52
+ "p95": 0.047326530899997006,
53
+ "p99": 0.0478202733800066,
54
  "values": [
55
+ 0.04596803699999441,
56
+ 0.047943709000008994,
57
+ 0.047062025999991874,
58
+ 0.041674888999978066,
59
+ 0.04227796199998579,
60
+ 0.04196454899999935,
61
+ 0.041651345000019546,
62
+ 0.04472498100000166,
63
+ 0.0424713630000042,
64
+ 0.04179989099998238,
65
+ 0.042550820999991856,
66
+ 0.04207469300001776,
67
+ 0.04328986799998802,
68
+ 0.041023765000005596,
69
+ 0.041036369000011064
70
  ]
71
  },
72
  "throughput": {
73
  "unit": "tokens/s",
74
+ "value": 46.33102540375358
75
  },
76
  "energy": {
77
  "unit": "kWh",
78
+ "cpu": 1.616592617111116e-06,
79
+ "ram": 6.759902478145709e-08,
80
  "gpu": 0.0,
81
+ "total": 1.6841916418925732e-06
82
  },
83
  "efficiency": {
84
  "unit": "tokens/kWh",
85
+ "value": 1187513.3151430108
86
  }
87
  },
88
  "decode": {
89
  "memory": {
90
  "unit": "MB",
91
+ "max_ram": 970.203136,
92
  "max_global_vram": null,
93
  "max_process_vram": null,
94
  "max_reserved": null,
 
97
  "latency": {
98
  "unit": "s",
99
  "count": 15,
100
+ "total": 0.39479328899994925,
101
+ "mean": 0.026319552599996618,
102
+ "stdev": 0.0015013526220651228,
103
+ "p50": 0.025826189999975213,
104
+ "p90": 0.029026622999987237,
105
+ "p95": 0.029621940899991726,
106
+ "p99": 0.029749426579989517,
107
  "values": [
108
+ 0.029553644999992912,
109
+ 0.029781297999988965,
110
+ 0.025773861000004672,
111
+ 0.025833804000001237,
112
+ 0.02598411400001055,
113
+ 0.025724660000008726,
114
+ 0.025826189999975213,
115
+ 0.025458032999978286,
116
+ 0.02602880599999935,
117
+ 0.02590338300001349,
118
+ 0.025412447999997312,
119
+ 0.02823608999997873,
120
+ 0.02536265599999865,
121
+ 0.024972568999999112,
122
+ 0.024941732000002048
123
  ]
124
  },
125
  "throughput": {
126
  "unit": "tokens/s",
127
+ "value": 37.99456682254274
128
  },
129
  "energy": {
130
  "unit": "kWh",
131
+ "cpu": 9.434224308054995e-07,
132
+ "ram": 3.945211595477764e-08,
133
  "gpu": 0.0,
134
+ "total": 9.82874546760277e-07
135
  },
136
  "efficiency": {
137
  "unit": "tokens/kWh",
138
+ "value": 1017423.8444735103
139
  }
140
  },
141
  "per_token": {
 
143
  "latency": {
144
  "unit": "s",
145
  "count": 15,
146
+ "total": 0.3889997929999822,
147
+ "mean": 0.02593331953333215,
148
+ "stdev": 0.0014258268142485339,
149
+ "p50": 0.025445720999982768,
150
+ "p90": 0.028486884600005168,
151
+ "p95": 0.02908975480000322,
152
+ "p99": 0.029220842959990705,
153
  "values": [
154
+ 0.029019529000009925,
155
+ 0.029253614999987576,
156
+ 0.025393943000011632,
157
+ 0.025471008000010897,
158
+ 0.02562840100000585,
159
+ 0.025382291999989093,
160
+ 0.025445720999982768,
161
+ 0.025103592999982993,
162
+ 0.02565106200000855,
163
+ 0.02553435600000853,
164
+ 0.025064730999986296,
165
+ 0.027687917999998035,
166
+ 0.025058849000004102,
167
+ 0.02465692100000183,
168
+ 0.02464785399999414
169
  ]
170
  },
171
  "throughput": {
172
  "unit": "tokens/s",
173
+ "value": 38.56043183036009
174
  },
175
  "energy": null,
176
  "efficiency": null