Hugging Face's logo

Datasets:
optimum-benchmark
/
cpu

Dataset card Viewer Files Community
IlyasMoutawwakil HF staff commited on
Commit
0e75dfc
•
1 Parent(s): bc0a307

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": 1120.059392,
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": 4.858076757000049,
15
- "mean": 4.858076757000049,
16
  "stdev": 0.0,
17
- "p50": 4.858076757000049,
18
- "p90": 4.858076757000049,
19
- "p95": 4.858076757000049,
20
- "p99": 4.858076757000049,
21
  "values": [
22
- 4.858076757000049
23
  ]
24
  },
25
  "throughput": null,
26
  "energy": {
27
  "unit": "kWh",
28
- "cpu": 6.867961811666482e-05,
29
- "ram": 2.8706264463984092e-06,
30
  "gpu": 0,
31
- "total": 7.155024456306323e-05
32
  },
33
  "efficiency": null
34
  },
35
  "prefill": {
36
  "memory": {
37
  "unit": "MB",
38
- "max_ram": 973.656064,
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": 0.6354693339999358,
48
- "mean": 0.045390666714281123,
49
- "stdev": 0.0022912965712197616,
50
- "p50": 0.044796200000035924,
51
- "p90": 0.04912440140000172,
52
- "p95": 0.04946727410001302,
53
- "p99": 0.049975806020001415,
54
  "values": [
55
- 0.049123020999957134,
56
- 0.044326050999984545,
57
- 0.04562658399999009,
58
- 0.04339021099997353,
59
- 0.044665862000044854,
60
- 0.04587959700000965,
61
- 0.043495477000021765,
62
- 0.04351673700000447,
63
- 0.04308893799998259,
64
- 0.04322886999995035,
65
- 0.044926538000026994,
66
- 0.04497351599997046,
67
- 0.050102938999998514,
68
- 0.04912499300002082
 
69
  ]
70
  },
71
  "throughput": {
72
  "unit": "tokens/s",
73
- "value": 44.06192164105724
74
  },
75
  "energy": {
76
  "unit": "kWh",
77
- "cpu": 1.6889174134259176e-06,
78
- "ram": 7.058273921089928e-08,
79
  "gpu": 0.0,
80
- "total": 1.759500152636817e-06
81
  },
82
  "efficiency": {
83
  "unit": "tokens/kWh",
84
- "value": 1136686.460073769
85
  }
86
  },
87
  "decode": {
88
  "memory": {
89
  "unit": "MB",
90
- "max_ram": 974.442496,
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": 0.3938000630000147,
100
- "mean": 0.02812857592857248,
101
- "stdev": 0.0020346912921865305,
102
- "p50": 0.027289336000023923,
103
- "p90": 0.03137039080000932,
104
- "p95": 0.03193256415000576,
105
- "p99": 0.03274279122999985,
106
  "values": [
107
- 0.02772281000000021,
108
- 0.027815072000009877,
109
- 0.027441295000016908,
110
- 0.027155279999988124,
111
- 0.027199854000002688,
112
- 0.026868927000009535,
113
- 0.02711740999995982,
114
- 0.02652124699994829,
115
- 0.026473188000011305,
116
- 0.027378818000045158,
117
- 0.026442470000006324,
118
- 0.031387219000009736,
119
- 0.03133112500000834,
120
- 0.032945347999998376
 
121
  ]
122
  },
123
  "throughput": {
124
  "unit": "tokens/s",
125
- "value": 35.55103545018853
126
  },
127
  "energy": {
128
  "unit": "kWh",
129
- "cpu": 1.011539226574104e-06,
130
- "ram": 4.227479958221876e-08,
131
  "gpu": 0.0,
132
- "total": 1.053814026156322e-06
133
  },
134
  "efficiency": {
135
  "unit": "tokens/kWh",
136
- "value": 948934.0388146064
137
  }
138
  },
139
  "per_token": {
140
  "memory": null,
141
  "latency": {
142
  "unit": "s",
143
- "count": 14,
144
- "total": 0.3882462459999374,
145
- "mean": 0.027731874714281242,
146
- "stdev": 0.0019626817983032516,
147
- "p50": 0.026917446499993503,
148
- "p90": 0.030831028800008653,
149
- "p95": 0.031397635450011306,
150
- "p99": 0.03220723748999432,
151
  "values": [
152
- 0.027359541999999237,
153
- 0.027471440999988772,
154
- 0.027112651000038568,
155
- 0.026777584999990722,
156
- 0.02679440699995439,
157
- 0.026527569999984735,
158
- 0.026732601999981398,
159
- 0.026159551999967334,
160
- 0.02612015900001552,
161
- 0.027040486000032615,
162
- 0.0261074649999955,
163
- 0.030852711000022737,
164
- 0.03078043699997579,
165
- 0.03240963799999008
 
166
  ]
167
  },
168
  "throughput": {
169
  "unit": "tokens/s",
170
- "value": 36.05958884146496
171
  },
172
  "energy": null,
173
  "efficiency": null
 
2
  "load": {
3
  "memory": {
4
  "unit": "MB",
5
+ "max_ram": 1109.983232,
6
  "max_global_vram": null,
7
  "max_process_vram": null,
8
  "max_reserved": null,
 
11
  "latency": {
12
  "unit": "s",
13
  "count": 1,
14
+ "total": 4.925631541999962,
15
+ "mean": 4.925631541999962,
16
  "stdev": 0.0,
17
+ "p50": 4.925631541999962,
18
+ "p90": 4.925631541999962,
19
+ "p95": 4.925631541999962,
20
+ "p99": 4.925631541999962,
21
  "values": [
22
+ 4.925631541999962
23
  ]
24
  },
25
  "throughput": null,
26
  "energy": {
27
  "unit": "kWh",
28
+ "cpu": 6.702951791666737e-05,
29
+ "ram": 2.801657012968834e-06,
30
  "gpu": 0,
31
+ "total": 6.983117492963621e-05
32
  },
33
  "efficiency": null
34
  },
35
  "prefill": {
36
  "memory": {
37
  "unit": "MB",
38
+ "max_ram": 963.579904,
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": 0.6519403540002031,
48
+ "mean": 0.04346269026668021,
49
+ "stdev": 0.0023260999843744364,
50
+ "p50": 0.043894423000040206,
51
+ "p90": 0.04629842640001698,
52
+ "p95": 0.04667628710000144,
53
+ "p99": 0.047056279020009695,
54
  "values": [
55
+ 0.04473934200001395,
56
+ 0.046472719999997025,
57
+ 0.045755620000022645,
58
+ 0.043894423000040206,
59
+ 0.04603698600004691,
60
+ 0.04715127700001176,
61
+ 0.045042298000055325,
62
+ 0.04120703400002412,
63
+ 0.041516633000014735,
64
+ 0.041888387000028615,
65
+ 0.04153240199997299,
66
+ 0.041061313000000155,
67
+ 0.044926863000000594,
68
+ 0.04046977699999843,
69
+ 0.04024527899997565
70
  ]
71
  },
72
  "throughput": {
73
  "unit": "tokens/s",
74
+ "value": 46.016479599590255
75
  },
76
  "energy": {
77
  "unit": "kWh",
78
+ "cpu": 1.6627566488425738e-06,
79
+ "ram": 6.948811291108177e-08,
80
  "gpu": 0.0,
81
+ "total": 1.7322447617536554e-06
82
  },
83
  "efficiency": {
84
  "unit": "tokens/kWh",
85
+ "value": 1154571.25006704
86
  }
87
  },
88
  "decode": {
89
  "memory": {
90
  "unit": "MB",
91
+ "max_ram": 964.235264,
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": 0.39426829799981533,
101
+ "mean": 0.02628455319998769,
102
+ "stdev": 0.0012284875161085677,
103
+ "p50": 0.02564458800003422,
104
+ "p90": 0.028004992599971957,
105
+ "p95": 0.028086889599990172,
106
+ "p99": 0.0282132379199993,
107
  "values": [
108
+ 0.028244825000001583,
109
+ 0.02760356800001773,
110
+ 0.027130062999958682,
111
+ 0.02738348599996243,
112
+ 0.027983676999951967,
113
+ 0.028019202999985282,
114
+ 0.025156244999948285,
115
+ 0.025276890999975876,
116
+ 0.025637625000001663,
117
+ 0.02525835599999482,
118
+ 0.025513783999997486,
119
+ 0.024951321999992615,
120
+ 0.0257228140000052,
121
+ 0.02564458800003422,
122
+ 0.02474185099998749
123
  ]
124
  },
125
  "throughput": {
126
  "unit": "tokens/s",
127
+ "value": 38.04515878171627
128
  },
129
  "energy": {
130
  "unit": "kWh",
131
+ "cpu": 9.360649715278024e-07,
132
+ "ram": 3.911919284766611e-08,
133
  "gpu": 0.0,
134
+ "total": 9.751841643754678e-07
135
  },
136
  "efficiency": {
137
  "unit": "tokens/kWh",
138
+ "value": 1025447.3324435337
139
  }
140
  },
141
  "per_token": {
142
  "memory": null,
143
  "latency": {
144
  "unit": "s",
145
+ "count": 15,
146
+ "total": 0.3878395209998189,
147
+ "mean": 0.02585596806665459,
148
+ "stdev": 0.0011693736049780907,
149
+ "p50": 0.02527260300001899,
150
+ "p90": 0.02750290659996608,
151
+ "p95": 0.027574833899967642,
152
+ "p99": 0.02768629797997278,
153
  "values": [
154
+ 0.027714163999974062,
155
+ 0.02708010999998578,
156
+ 0.026649905999988732,
157
+ 0.02691506099995422,
158
+ 0.027484584999967865,
159
+ 0.027515120999964893,
160
+ 0.024764002999972945,
161
+ 0.024894828000014968,
162
+ 0.02525051199995687,
163
+ 0.024880099999961658,
164
+ 0.025114768000037202,
165
+ 0.024572423999984494,
166
+ 0.025350058000014997,
167
+ 0.02527260300001899,
168
+ 0.02438127800002121
169
  ]
170
  },
171
  "throughput": {
172
  "unit": "tokens/s",
173
+ "value": 38.67579034063165
174
  },
175
  "energy": null,
176
  "efficiency": null