IlyasMoutawwakil HF staff commited on
Commit
eb91a74
·
verified ·
1 Parent(s): d1ec56e

Upload cuda_inference_transformers_text-generation_openai-community/gpt2/benchmark_report.json with huggingface_hub

Browse files
cuda_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": 719.884288,
6
  "max_global_vram": 1355.28448,
7
  "max_process_vram": 0.0,
8
  "max_reserved": 725.614592,
@@ -11,31 +11,31 @@
11
  "latency": {
12
  "unit": "s",
13
  "count": 1,
14
- "total": 7.24076220703125,
15
- "mean": 7.24076220703125,
16
  "stdev": 0.0,
17
- "p50": 7.24076220703125,
18
- "p90": 7.24076220703125,
19
- "p95": 7.24076220703125,
20
- "p99": 7.24076220703125,
21
  "values": [
22
- 7.24076220703125
23
  ]
24
  },
25
  "throughput": null,
26
  "energy": {
27
  "unit": "kWh",
28
- "cpu": 1.0297137829992506e-06,
29
- "ram": 5.222512623150048e-07,
30
- "gpu": 1.7191680420081124e-06,
31
- "total": 3.2711330873223678e-06
32
  },
33
  "efficiency": null
34
  },
35
  "prefill": {
36
  "memory": {
37
  "unit": "MB",
38
- "max_ram": 1019.5968,
39
  "max_global_vram": 1365.77024,
40
  "max_process_vram": 0.0,
41
  "max_reserved": 725.614592,
@@ -43,112 +43,111 @@
43
  },
44
  "latency": {
45
  "unit": "s",
46
- "count": 75,
47
- "total": 0.4882703351974487,
48
- "mean": 0.006510271135965983,
49
- "stdev": 0.0003802313074808509,
50
- "p50": 0.006617280006408691,
51
- "p90": 0.006961888027191163,
52
- "p95": 0.007023773002624511,
53
- "p99": 0.007186634759902955,
54
  "values": [
55
- 0.007185311794281006,
56
- 0.00701308822631836,
57
- 0.007190400123596191,
58
- 0.007158495903015137,
59
- 0.006829184055328369,
60
- 0.006587776184082031,
61
- 0.006782400131225586,
62
- 0.006844287872314453,
63
- 0.006867104053497315,
64
- 0.006659904003143311,
65
- 0.006889247894287109,
66
- 0.006782591819763184,
67
- 0.006794911861419678,
68
- 0.007048704147338867,
69
- 0.006780640125274658,
70
- 0.006547232151031494,
71
- 0.0065660161972045895,
72
- 0.006538943767547607,
73
- 0.006948063850402832,
74
- 0.007008543968200684,
75
- 0.006868576049804688,
76
- 0.006874879837036133,
77
- 0.006597184181213379,
78
- 0.006831488132476807,
79
- 0.006746816158294678,
80
- 0.00668012809753418,
81
- 0.006669343948364258,
82
- 0.006669919967651367,
83
- 0.006626463890075683,
84
- 0.006662528038024903,
85
- 0.006703711986541748,
86
- 0.006630752086639404,
87
- 0.006907616138458252,
88
- 0.006776991844177246,
89
- 0.0068486080169677735,
90
- 0.006772511959075927,
91
- 0.006651519775390625,
92
- 0.0065450558662414554,
93
- 0.006429823875427246,
94
- 0.006914144039154053,
95
- 0.006586207866668701,
96
- 0.0066958718299865725,
97
- 0.0068336958885192875,
98
- 0.006971871852874756,
99
- 0.006971104145050049,
100
- 0.006617280006408691,
101
- 0.006360000133514405,
102
- 0.006303775787353516,
103
- 0.006299295902252197,
104
- 0.006272096157073975,
105
- 0.006237728118896484,
106
- 0.006282783985137939,
107
- 0.006208064079284668,
108
- 0.0060069761276245115,
109
- 0.005997471809387207,
110
- 0.0059847040176391605,
111
- 0.0060423040390014645,
112
- 0.006016895771026611,
113
- 0.005988575935363769,
114
- 0.005996736049652099,
115
- 0.006033184051513672,
116
- 0.006035583972930908,
117
- 0.006064991950988769,
118
- 0.006040351867675781,
119
- 0.006010528087615967,
120
- 0.00599507188796997,
121
- 0.00599510383605957,
122
- 0.005976287841796875,
123
- 0.005986112117767334,
124
- 0.005983200073242188,
125
- 0.006002528190612793,
126
- 0.006004799842834472,
127
- 0.006014688014984131,
128
- 0.006014976024627685,
129
- 0.006008575916290284
130
  ]
131
  },
132
  "throughput": {
133
  "unit": "tokens/s",
134
- "value": 307.206867153505
135
  },
136
  "energy": {
137
  "unit": "kWh",
138
- "cpu": 7.6906465821796e-08,
139
- "ram": 4.204639563227781e-08,
140
- "gpu": 1.5705459894810602e-07,
141
- "total": 2.7600746040217986e-07
142
  },
143
  "efficiency": {
144
  "unit": "tokens/kWh",
145
- "value": 7246180.944115539
146
  }
147
  },
148
  "decode": {
149
  "memory": {
150
  "unit": "MB",
151
- "max_ram": 1035.50976,
152
  "max_global_vram": 1365.77024,
153
  "max_process_vram": 0.0,
154
  "max_reserved": 725.614592,
@@ -156,201 +155,199 @@
156
  },
157
  "latency": {
158
  "unit": "s",
159
- "count": 75,
160
- "total": 0.5154384961128234,
161
- "mean": 0.006872513281504314,
162
- "stdev": 0.0004030719726287557,
163
- "p50": 0.0070258560180664065,
164
- "p90": 0.007329561614990234,
165
- "p95": 0.007368694448471069,
166
- "p99": 0.0075414939689636236,
167
  "values": [
168
- 0.007392960071563721,
169
- 0.007365344047546386,
170
- 0.007510144233703614,
171
- 0.007376512050628662,
172
- 0.007063392162322998,
173
- 0.007209695816040039,
174
- 0.007157599925994873,
175
- 0.007099936008453369,
176
- 0.007259359836578369,
177
- 0.007143519878387451,
178
- 0.007165791988372802,
179
- 0.007071839809417725,
180
- 0.007048511981964111,
181
- 0.0070928001403808595,
182
- 0.0071188478469848635,
183
- 0.006896992206573486,
184
- 0.007289824008941651,
185
- 0.007630720138549805,
186
- 0.007332223892211914,
187
- 0.007223807811737061,
188
- 0.007245440006256104,
189
- 0.007213632106781006,
190
- 0.007131807804107666,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
191
  0.007090752124786377,
192
- 0.007154016017913818,
193
- 0.006872928142547608,
194
- 0.007005343914031983,
195
- 0.00718668794631958,
196
- 0.0070208959579467775,
197
- 0.007155744075775147,
198
- 0.0070258560180664065,
199
- 0.007130591869354248,
200
- 0.007235936164855957,
201
- 0.007273407936096191,
202
- 0.00724294376373291,
203
- 0.007130527973175049,
204
- 0.007325568199157715,
205
- 0.006903200149536133,
206
- 0.007025343894958496,
207
- 0.007237887859344482,
208
- 0.006825503826141358,
209
- 0.00717465591430664,
210
- 0.007354176044464112,
211
- 0.007362239837646485,
212
- 0.00721065616607666,
213
- 0.006726687908172608,
214
- 0.006663584232330323,
215
- 0.006678431987762451,
216
- 0.006649600028991699,
217
- 0.006635072231292724,
218
- 0.006612895965576172,
219
- 0.006560383796691894,
220
- 0.006309152126312256,
221
- 0.006299232006072998,
222
- 0.006340991973876953,
223
- 0.0063887038230896,
224
- 0.0063333439826965335,
225
- 0.006322591781616211,
226
- 0.006487008094787598,
227
- 0.006318880081176758,
228
- 0.00641270399093628,
229
- 0.006329984188079834,
230
- 0.006295455932617188,
231
- 0.00628707218170166,
232
- 0.006359712123870849,
233
- 0.006351967811584472,
234
- 0.006498784065246582,
235
- 0.006302944183349609,
236
- 0.006339072227478027,
237
- 0.006334239959716797,
238
- 0.006313183784484863,
239
- 0.006292799949645996,
240
- 0.00630841588973999,
241
- 0.00640172815322876,
242
- 0.006298304080963135
243
  ]
244
  },
245
  "throughput": {
246
  "unit": "tokens/s",
247
- "value": 145.50717605613875
248
  },
249
  "energy": {
250
  "unit": "kWh",
251
- "cpu": 7.407334639720945e-08,
252
- "ram": 4.0499876545947594e-08,
253
- "gpu": 1.4833242454568963e-07,
254
- "total": 2.6290564748884654e-07
255
  },
256
  "efficiency": {
257
  "unit": "tokens/kWh",
258
- "value": 3803645.9450435494
259
  }
260
  },
261
  "per_token": {
262
  "memory": null,
263
  "latency": {
264
  "unit": "s",
265
- "count": 75,
266
- "total": 0.4809625897407531,
267
- "mean": 0.006412834529876709,
268
- "stdev": 0.0003423181281879423,
269
- "p50": 0.0065484800338745115,
270
- "p90": 0.006793830394744873,
271
- "p95": 0.006846566486358643,
272
- "p99": 0.007018741550445557,
273
  "values": [
274
- 0.006783999919891357,
275
- 0.00684441614151001,
276
- 0.006985727787017822,
277
- 0.006843423843383789,
278
- 0.00657919979095459,
279
- 0.006706175804138184,
280
- 0.006627327919006347,
281
- 0.006591487884521485,
282
- 0.006760447978973389,
283
- 0.006562816143035889,
284
- 0.006652927875518798,
285
- 0.0065679998397827144,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
286
  0.0065484800338745115,
287
- 0.006575104236602783,
288
- 0.0066119680404663084,
289
- 0.00640719985961914,
290
- 0.006800384044647217,
291
- 0.007112703800201416,
292
- 0.006817791938781738,
293
- 0.006689727783203125,
294
- 0.00672870397567749,
295
- 0.00667955207824707,
296
- 0.006609920024871826,
297
- 0.006593472003936768,
298
- 0.0066457920074462894,
299
- 0.006397952079772949,
300
- 0.006516736030578613,
301
- 0.006685696125030518,
302
- 0.00652185583114624,
303
- 0.006669312000274658,
304
- 0.006475776195526123,
305
- 0.006615039825439453,
306
- 0.006665215969085693,
307
  0.006758399963378906,
308
- 0.006669312000274658,
309
- 0.006642687797546387,
310
- 0.0067717118263244626,
311
- 0.006437888145446777,
312
- 0.006555647850036621,
313
- 0.006760447978973389,
314
- 0.006418432235717773,
315
- 0.006690815925598144,
316
- 0.006851583957672119,
317
- 0.006851583957672119,
318
- 0.006752255916595459,
319
- 0.006335487842559814,
320
- 0.0062791681289672855,
321
- 0.0062904319763183595,
322
- 0.006200319766998291,
323
- 0.006252543926239014,
324
- 0.006230016231536865,
325
- 0.006174719810485839,
326
- 0.005934080123901367,
327
- 0.005924863815307617,
328
- 0.00591974401473999,
329
- 0.006004735946655273,
330
- 0.005955584049224853,
331
- 0.005947391986846923,
332
- 0.006109119892120362,
333
- 0.0059361281394958495,
334
- 0.006031360149383545,
335
- 0.005955584049224853,
336
- 0.00591974401473999,
337
- 0.005909503936767578,
338
- 0.005942272186279297,
339
- 0.005972991943359375,
340
  0.006123519897460937,
341
- 0.005929984092712402,
342
- 0.005960703849792481,
343
- 0.005957695960998535,
344
- 0.0059361281394958495,
345
- 0.005913599967956543,
346
- 0.005933055877685547,
347
- 0.00602623987197876,
348
- 0.005920767784118652
 
 
 
 
 
 
 
 
 
349
  ]
350
  },
351
  "throughput": {
352
  "unit": "tokens/s",
353
- "value": 155.93728410441702
354
  },
355
  "energy": null,
356
  "efficiency": null
 
2
  "load": {
3
  "memory": {
4
  "unit": "MB",
5
+ "max_ram": 720.572416,
6
  "max_global_vram": 1355.28448,
7
  "max_process_vram": 0.0,
8
  "max_reserved": 725.614592,
 
11
  "latency": {
12
  "unit": "s",
13
  "count": 1,
14
+ "total": 7.17030712890625,
15
+ "mean": 7.17030712890625,
16
  "stdev": 0.0,
17
+ "p50": 7.17030712890625,
18
+ "p90": 7.17030712890625,
19
+ "p95": 7.17030712890625,
20
+ "p99": 7.17030712890625,
21
  "values": [
22
+ 7.17030712890625
23
  ]
24
  },
25
  "throughput": null,
26
  "energy": {
27
  "unit": "kWh",
28
+ "cpu": 9.852477245860632e-07,
29
+ "ram": 5.241425939023732e-07,
30
+ "gpu": 1.5930568300001613e-06,
31
+ "total": 3.102447148488598e-06
32
  },
33
  "efficiency": null
34
  },
35
  "prefill": {
36
  "memory": {
37
  "unit": "MB",
38
+ "max_ram": 1036.484608,
39
  "max_global_vram": 1365.77024,
40
  "max_process_vram": 0.0,
41
  "max_reserved": 725.614592,
 
43
  },
44
  "latency": {
45
  "unit": "s",
46
+ "count": 74,
47
+ "total": 0.4868608002662658,
48
+ "mean": 0.006579200003598187,
49
+ "stdev": 0.0003342242183384058,
50
+ "p50": 0.0066690719127655024,
51
+ "p90": 0.0069072704315185545,
52
+ "p95": 0.006945011067390441,
53
+ "p99": 0.007412319011688231,
54
  "values": [
55
+ 0.007301631927490234,
56
+ 0.006800447940826416,
57
+ 0.006848383903503418,
58
+ 0.006799808025360107,
59
+ 0.00665331220626831,
60
+ 0.006668863773345947,
61
+ 0.006827487945556641,
62
+ 0.006845312118530273,
63
+ 0.006756576061248779,
64
+ 0.0068187198638916015,
65
+ 0.006929728031158447,
66
+ 0.006807551860809326,
67
+ 0.006800479888916015,
68
+ 0.006853439807891846,
69
+ 0.006757311820983887,
70
+ 0.006596928119659424,
71
+ 0.006719391822814941,
72
+ 0.006778687953948975,
73
+ 0.006830336093902588,
74
+ 0.006885216236114502,
75
+ 0.006915008068084717,
76
+ 0.0066089282035827635,
77
+ 0.006876255989074707,
78
+ 0.006755008220672608,
79
+ 0.0067257280349731444,
80
+ 0.006690944194793701,
81
+ 0.006878143787384034,
82
+ 0.006669280052185059,
83
+ 0.006717887878417969,
84
+ 0.0066943359375,
85
+ 0.006791488170623779,
86
+ 0.006941023826599121,
87
+ 0.00688921594619751,
88
+ 0.007711584091186523,
89
+ 0.006952415943145752,
90
+ 0.007003583908081055,
91
+ 0.0068098239898681644,
92
+ 0.006880896091461182,
93
+ 0.006653567790985107,
94
+ 0.006549024105072022,
95
+ 0.006643455982208252,
96
+ 0.006782495975494384,
97
+ 0.0069344320297241215,
98
+ 0.006746111869812011,
99
+ 0.0066109437942504885,
100
+ 0.006637728214263916,
101
+ 0.006447360038757324,
102
+ 0.006174335956573487,
103
+ 0.0061931519508361815,
104
+ 0.006207871913909912,
105
+ 0.00620300817489624,
106
+ 0.006188928127288818,
107
+ 0.006182144165039063,
108
+ 0.006166111946105957,
109
+ 0.006208896160125732,
110
+ 0.006193568229675293,
111
+ 0.00621401596069336,
112
+ 0.006165472030639649,
113
+ 0.0061693120002746585,
114
+ 0.006173312187194824,
115
+ 0.006204671859741211,
116
+ 0.006223487854003906,
117
+ 0.006215519905090332,
118
+ 0.006171455860137939,
119
+ 0.006172895908355713,
120
+ 0.006202847957611084,
121
+ 0.00619155216217041,
122
+ 0.006196928024291992,
123
+ 0.0061643519401550296,
124
+ 0.0061636481285095215,
125
+ 0.00616534423828125,
126
+ 0.006177472114562988,
127
+ 0.006194079875946045,
128
+ 0.0061801280975341795
 
129
  ]
130
  },
131
  "throughput": {
132
  "unit": "tokens/s",
133
+ "value": 303.98832668199674
134
  },
135
  "energy": {
136
  "unit": "kWh",
137
+ "cpu": 7.68884446627822e-08,
138
+ "ram": 4.203744004638393e-08,
139
+ "gpu": 1.4851202357141979e-07,
140
+ "total": 2.674379082805859e-07
141
  },
142
  "efficiency": {
143
  "unit": "tokens/kWh",
144
+ "value": 7478371.382944239
145
  }
146
  },
147
  "decode": {
148
  "memory": {
149
  "unit": "MB",
150
+ "max_ram": 1052.127232,
151
  "max_global_vram": 1365.77024,
152
  "max_process_vram": 0.0,
153
  "max_reserved": 725.614592,
 
155
  },
156
  "latency": {
157
  "unit": "s",
158
+ "count": 74,
159
+ "total": 0.5133037757873536,
160
+ "mean": 0.006936537510639913,
161
+ "stdev": 0.0003576956831313161,
162
+ "p50": 0.0070324640274047855,
163
+ "p90": 0.0072825631141662595,
164
+ "p95": 0.007374327945709228,
165
+ "p99": 0.007755034270286559,
166
  "values": [
167
+ 0.007501183986663818,
168
+ 0.0071649918556213376,
169
+ 0.00711027193069458,
170
+ 0.00715667200088501,
171
+ 0.006916096210479736,
172
+ 0.007111551761627197,
173
+ 0.007243264198303223,
174
+ 0.007244063854217529,
175
+ 0.007216415882110596,
176
+ 0.007262944221496582,
177
+ 0.007234911918640136,
178
+ 0.007219264030456543,
179
+ 0.007245759963989257,
180
+ 0.007162432193756104,
181
+ 0.007023551940917969,
182
+ 0.0070348801612854,
183
+ 0.0070057277679443355,
184
+ 0.007166016101837158,
185
+ 0.0072854719161987306,
186
+ 0.007275775909423828,
187
+ 0.007148960113525391,
188
+ 0.007249567985534668,
189
+ 0.00719920015335083,
190
+ 0.007198592185974121,
191
+ 0.006962431907653809,
192
+ 0.0071107840538024904,
193
+ 0.007204319953918457,
194
+ 0.007135392189025879,
195
+ 0.007074368000030517,
196
+ 0.007110879898071289,
197
+ 0.007298111915588379,
198
+ 0.007271647930145264,
199
+ 0.007291039943695068,
200
+ 0.008043904304504395,
201
+ 0.0076481919288635255,
202
+ 0.0073350720405578615,
203
+ 0.00703004789352417,
204
+ 0.007223104000091553,
205
+ 0.006802464008331299,
206
  0.007090752124786377,
207
+ 0.007128352165222168,
208
+ 0.007171743869781494,
209
+ 0.007447231769561768,
210
+ 0.006954527854919433,
211
+ 0.006949376106262207,
212
+ 0.006923679828643799,
213
+ 0.006558080196380615,
214
+ 0.006654208183288574,
215
+ 0.00652396821975708,
216
+ 0.006500063896179199,
217
+ 0.006489759922027588,
218
+ 0.006534111976623535,
219
+ 0.006519552230834961,
220
+ 0.006510975837707519,
221
+ 0.0064932479858398435,
222
+ 0.006480671882629394,
223
+ 0.006528223991394043,
224
+ 0.006535232067108154,
225
+ 0.006524415969848632,
226
+ 0.006507840156555176,
227
+ 0.006567327976226806,
228
+ 0.006479519844055176,
229
+ 0.006551936149597168,
230
+ 0.006530943870544433,
231
+ 0.006519423961639404,
232
+ 0.006508831977844238,
233
+ 0.006490911960601807,
234
+ 0.006541215896606446,
235
+ 0.006519807815551758,
236
+ 0.006517568111419678,
237
+ 0.00652243185043335,
238
+ 0.0065062718391418455,
239
+ 0.006482016086578369,
240
+ 0.0066202239990234375
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
241
  ]
242
  },
243
  "throughput": {
244
  "unit": "tokens/s",
245
+ "value": 144.16414507470134
246
  },
247
  "energy": {
248
  "unit": "kWh",
249
+ "cpu": 7.201508004729019e-08,
250
+ "ram": 3.9368842240283014e-08,
251
+ "gpu": 1.3671042682858475e-07,
252
+ "total": 2.4809434911615786e-07
253
  },
254
  "efficiency": {
255
  "unit": "tokens/kWh",
256
+ "value": 4030724.615705776
257
  }
258
  },
259
  "per_token": {
260
  "memory": null,
261
  "latency": {
262
  "unit": "s",
263
+ "count": 74,
264
+ "total": 0.4793222060203553,
265
+ "mean": 0.006477327108383178,
266
+ "stdev": 0.0002999966109935336,
267
+ "p50": 0.006548991918563843,
268
+ "p90": 0.0067531775951385495,
269
+ "p95": 0.006890985631942749,
270
+ "p99": 0.007207290930747985,
271
  "values": [
272
+ 0.006988800048828125,
273
+ 0.006658048152923584,
274
+ 0.006614016056060791,
275
+ 0.006656000137329102,
276
+ 0.0064430079460144046,
277
+ 0.006618112087249756,
278
+ 0.0066744318008422855,
279
+ 0.0067348480224609375,
280
+ 0.006716415882110595,
281
+ 0.006739967823028564,
282
+ 0.00672051191329956,
283
+ 0.006710271835327148,
284
+ 0.006722559928894043,
285
+ 0.006653984069824218,
286
+ 0.006549503803253174,
287
+ 0.006535168170928955,
288
+ 0.006482944011688232,
289
+ 0.006647808074951172,
290
+ 0.00669593620300293,
291
+ 0.006759488105773926,
292
+ 0.006647808074951172,
293
+ 0.006740992069244385,
294
+ 0.006692863941192627,
295
+ 0.006686719894409179,
296
+ 0.006470655918121338,
297
+ 0.006612991809844971,
298
+ 0.0066979842185974124,
299
+ 0.0066406397819519045,
300
  0.0065484800338745115,
301
+ 0.0066109437942504885,
302
+ 0.006711296081542969,
303
+ 0.0067358717918396,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
304
  0.006758399963378906,
305
+ 0.00745472002029419,
306
+ 0.0071157760620117185,
307
+ 0.00684441614151001,
308
+ 0.006565951824188233,
309
+ 0.006762495994567871,
310
+ 0.006398975849151611,
311
+ 0.006627327919006347,
312
+ 0.006654975891113281,
313
+ 0.006646783828735352,
314
+ 0.006977471828460693,
315
+ 0.006510591983795166,
316
+ 0.006527999877929688,
317
+ 0.0064839677810668945,
318
+ 0.006170623779296875,
319
+ 0.006271999835968017,
320
+ 0.006139904022216797,
321
+ 0.006115327835083008,
322
+ 0.006104063987731933,
323
+ 0.006138879776000977,
324
+ 0.006136832237243653,
325
+ 0.006127615928649902,
326
+ 0.006106112003326416,
327
+ 0.006097919940948486,
 
 
 
 
 
 
 
 
 
328
  0.006123519897460937,
329
+ 0.006149119853973388,
330
+ 0.006139904022216797,
331
+ 0.0061265921592712404,
332
+ 0.0061859841346740725,
333
+ 0.006094848155975342,
334
+ 0.006141952037811279,
335
+ 0.006147071838378906,
336
+ 0.006136832237243653,
337
+ 0.00612556791305542,
338
+ 0.006107135772705078,
339
+ 0.006135807991027832,
340
+ 0.006131711959838867,
341
+ 0.0061337599754333495,
342
+ 0.006139904022216797,
343
+ 0.0061224961280822755,
344
+ 0.006094848155975342,
345
+ 0.0062269439697265625
346
  ]
347
  },
348
  "throughput": {
349
  "unit": "tokens/s",
350
+ "value": 154.38466874797257
351
  },
352
  "energy": null,
353
  "efficiency": null