Hugging Face's logo

Datasets:
optimum-benchmark
/
cpu

Dataset card Viewer Files Community
IlyasMoutawwakil HF staff commited on
Commit
dd8530e
•
1 Parent(s): eba4472

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 +87 -96
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": 1110.618112,
6
  "max_global_vram": null,
7
  "max_process_vram": null,
8
  "max_reserved": null,
@@ -11,15 +11,15 @@
11
  "latency": {
12
  "unit": "s",
13
  "values": [
14
- 1.7282948760000068
15
  ],
16
  "count": 1,
17
- "total": 1.7282948760000068,
18
- "mean": 1.7282948760000068,
19
- "p50": 1.7282948760000068,
20
- "p90": 1.7282948760000068,
21
- "p95": 1.7282948760000068,
22
- "p99": 1.7282948760000068,
23
  "stdev": 0,
24
  "stdev_": 0
25
  },
@@ -30,7 +30,7 @@
30
  "prefill": {
31
  "memory": {
32
  "unit": "MB",
33
- "max_ram": 965.390336,
34
  "max_global_vram": null,
35
  "max_process_vram": null,
36
  "max_reserved": null,
@@ -39,53 +39,50 @@
39
  "latency": {
40
  "unit": "s",
41
  "values": [
42
- 0.04026207000001136,
43
- 0.04048208899999395,
44
- 0.04045201299999235,
45
- 0.03998925199999803,
46
- 0.040038110000011784,
47
- 0.04049320999999395,
48
- 0.04028537299998902,
49
- 0.04278275599997983,
50
- 0.040532073000008495,
51
- 0.04002027900000371,
52
- 0.03953229999999053,
53
- 0.04399012499999344,
54
- 0.038606624999999894,
55
- 0.03885768300000336,
56
- 0.038872009000016305,
57
- 0.0389049220000004
58
  ],
59
- "count": 16,
60
- "total": 0.6441008889999864,
61
- "mean": 0.04025630556249915,
62
- "p50": 0.04015009000001157,
63
- "p90": 0.04165741449999416,
64
- "p95": 0.04308459824998323,
65
- "p99": 0.0438090196499914,
66
- "stdev": 0.0013616537174823305,
67
- "stdev_": 3.3824607063564773
68
  },
69
  "throughput": {
70
  "unit": "tokens/s",
71
- "value": 49.68165786835403
72
  },
73
  "energy": {
74
  "unit": "kWh",
75
- "cpu": 1.591370091111085e-06,
76
- "ram": 6.654360048340539e-08,
77
  "gpu": 0.0,
78
- "total": 1.6579136915944903e-06
79
  },
80
  "efficiency": {
81
  "unit": "tokens/kWh",
82
- "value": 1206335.414285957
83
  }
84
  },
85
  "decode": {
86
  "memory": {
87
  "unit": "MB",
88
- "max_ram": 965.390336,
89
  "max_global_vram": null,
90
  "max_process_vram": null,
91
  "max_reserved": null,
@@ -94,47 +91,44 @@
94
  "latency": {
95
  "unit": "s",
96
  "values": [
97
- 0.024790284999994583,
98
- 0.024560997999998335,
99
- 0.02443017400000258,
100
- 0.02437746500001481,
101
- 0.02478494599998271,
102
- 0.024805364999991752,
103
- 0.024406119000019544,
104
- 0.024734972000004518,
105
- 0.02443210699999554,
106
- 0.024400929999984555,
107
- 0.02410769400000845,
108
- 0.023995524000014257,
109
- 0.023639361000022063,
110
- 0.024101691999987906,
111
- 0.023623552000003656,
112
- 0.023633820000014794
113
  ],
114
- "count": 16,
115
- "total": 0.38882500400004005,
116
- "mean": 0.024301562750002503,
117
- "p50": 0.02440352450000205,
118
- "p90": 0.024787615499988647,
119
- "p95": 0.024794054999993875,
120
- "p99": 0.024803102999992176,
121
- "stdev": 0.00039975841490356664,
122
- "stdev_": 1.6449905671334881
123
  },
124
  "throughput": {
125
  "unit": "tokens/s",
126
- "value": 41.1496170138234
127
  },
128
  "energy": {
129
  "unit": "kWh",
130
- "cpu": 9.215636738194441e-07,
131
- "ram": 3.8537000622204327e-08,
132
  "gpu": 0.0,
133
- "total": 9.601006744416483e-07
134
  },
135
  "efficiency": {
136
  "unit": "tokens/kWh",
137
- "value": 1041557.4393607789
138
  }
139
  },
140
  "per_token": {
@@ -142,36 +136,33 @@
142
  "latency": {
143
  "unit": "s",
144
  "values": [
145
- 0.024441724999974213,
146
- 0.024212820000002466,
147
- 0.024101010999999062,
148
- 0.024037772000014,
149
- 0.024450211999976545,
150
- 0.02443588700000987,
151
- 0.024071294999998827,
152
- 0.02439919600001872,
153
- 0.02409231400000067,
154
- 0.024063662000003205,
155
- 0.02377391199999579,
156
- 0.023684325000004947,
157
- 0.02332817100000284,
158
- 0.023789389999990362,
159
- 0.023289629999993622,
160
- 0.023322790999998233
161
  ],
162
- "count": 16,
163
- "total": 0.38349411299998337,
164
- "mean": 0.02396838206249896,
165
- "p50": 0.024067478500001016,
166
- "p90": 0.02443880599999204,
167
- "p95": 0.024443846749974796,
168
- "p99": 0.024448938949976195,
169
- "stdev": 0.0003885442762622345,
170
- "stdev_": 1.6210701049786442
171
  },
172
  "throughput": {
173
  "unit": "tokens/s",
174
- "value": 41.72163133049371
175
  },
176
  "energy": null,
177
  "efficiency": null
 
2
  "load": {
3
  "memory": {
4
  "unit": "MB",
5
+ "max_ram": 1110.401024,
6
  "max_global_vram": null,
7
  "max_process_vram": null,
8
  "max_reserved": null,
 
11
  "latency": {
12
  "unit": "s",
13
  "values": [
14
+ 1.7492073910000272
15
  ],
16
  "count": 1,
17
+ "total": 1.7492073910000272,
18
+ "mean": 1.7492073910000272,
19
+ "p50": 1.7492073910000272,
20
+ "p90": 1.7492073910000272,
21
+ "p95": 1.7492073910000272,
22
+ "p99": 1.7492073910000272,
23
  "stdev": 0,
24
  "stdev_": 0
25
  },
 
30
  "prefill": {
31
  "memory": {
32
  "unit": "MB",
33
+ "max_ram": 965.435392,
34
  "max_global_vram": null,
35
  "max_process_vram": null,
36
  "max_reserved": null,
 
39
  "latency": {
40
  "unit": "s",
41
  "values": [
42
+ 0.0469246920000046,
43
+ 0.04534173100000771,
44
+ 0.04693319899996595,
45
+ 0.046087471000021196,
46
+ 0.04837400200000275,
47
+ 0.04575596800003723,
48
+ 0.04643042399999331,
49
+ 0.053024359999994886,
50
+ 0.05649528499998269,
51
+ 0.05381768000000875,
52
+ 0.04604037199999311,
53
+ 0.0461801449999939,
54
+ 0.05084146299998338
 
 
 
55
  ],
56
+ "count": 13,
57
+ "total": 0.6322467919999895,
58
+ "mean": 0.048634368615383804,
59
+ "p50": 0.0469246920000046,
60
+ "p90": 0.05365901600000598,
61
+ "p95": 0.05488872199999832,
62
+ "p99": 0.05617397239998581,
63
+ "stdev": 0.003529126282737263,
64
+ "stdev_": 7.256445150232599
65
  },
66
  "throughput": {
67
  "unit": "tokens/s",
68
+ "value": 41.123182163968075
69
  },
70
  "energy": {
71
  "unit": "kWh",
72
+ "cpu": 1.7976905969696947e-06,
73
+ "ram": 7.516910123715328e-08,
74
  "gpu": 0.0,
75
+ "total": 1.8728596982068478e-06
76
  },
77
  "efficiency": {
78
  "unit": "tokens/kWh",
79
+ "value": 1067885.6520405035
80
  }
81
  },
82
  "decode": {
83
  "memory": {
84
  "unit": "MB",
85
+ "max_ram": 965.435392,
86
  "max_global_vram": null,
87
  "max_process_vram": null,
88
  "max_reserved": null,
 
91
  "latency": {
92
  "unit": "s",
93
  "values": [
94
+ 0.031163470000024063,
95
+ 0.02828420600002346,
96
+ 0.027108389000034094,
97
+ 0.02983712099995728,
98
+ 0.029030346999945777,
99
+ 0.027811157999963143,
100
+ 0.03219346400004497,
101
+ 0.03247170599996707,
102
+ 0.032270067000013114,
103
+ 0.029523791999963578,
104
+ 0.0273697499999912,
105
+ 0.02965790400003243,
106
+ 0.026559930000018994
 
 
 
107
  ],
108
+ "count": 13,
109
+ "total": 0.3832813039999792,
110
+ "mean": 0.02948317723076763,
111
+ "p50": 0.029523791999963578,
112
+ "p90": 0.032254746400019484,
113
+ "p95": 0.0323507225999947,
114
+ "p99": 0.032447509319972596,
115
+ "stdev": 0.0019634027734148703,
116
+ "stdev_": 6.659400233723558
117
  },
118
  "throughput": {
119
  "unit": "tokens/s",
120
+ "value": 33.91764707625996
121
  },
122
  "energy": {
123
  "unit": "kWh",
124
+ "cpu": 1.0591147446969237e-06,
125
+ "ram": 4.42889008469965e-08,
126
  "gpu": 0.0,
127
+ "total": 1.1034036455439193e-06
128
  },
129
  "efficiency": {
130
  "unit": "tokens/kWh",
131
+ "value": 906286.6558747439
132
  }
133
  },
134
  "per_token": {
 
136
  "latency": {
137
  "unit": "s",
138
  "values": [
139
+ 0.030714207000016813,
140
+ 0.02786681300000282,
141
+ 0.026713538000024073,
142
+ 0.029434424999976727,
143
+ 0.028616228999965188,
144
+ 0.027420183999993242,
145
+ 0.03154908400000522,
146
+ 0.031857612999999674,
147
+ 0.03171201899999687,
148
+ 0.029107961999955023,
149
+ 0.026962055000012697,
150
+ 0.029036378000000695,
151
+ 0.02615705400000934
 
 
 
152
  ],
153
+ "count": 13,
154
+ "total": 0.3771475609999584,
155
+ "mean": 0.029011350846150644,
156
+ "p50": 0.029036378000000695,
157
+ "p90": 0.03167943199999854,
158
+ "p95": 0.03177025659999799,
159
+ "p99": 0.03184014171999934,
160
+ "stdev": 0.0018922523228497373,
161
+ "stdev_": 6.52245506555173
162
  },
163
  "throughput": {
164
  "unit": "tokens/s",
165
+ "value": 34.46926705699002
166
  },
167
  "energy": null,
168
  "efficiency": null