Hugging Face's logo

Datasets:
optimum-benchmark
/
cuda

Dataset card Data Studio Files Community
IlyasMoutawwakil HF staff commited on
Commit
e1c593b
·
verified ·
1 Parent(s): 391ab61

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

Browse files
Files changed (1) hide show
  1. cuda_inference_transformers_text-generation_openai-community/gpt2/benchmark_report.json +267 -276
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": 720.494592,
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": 7.10544384765625,
15
- "mean": 7.10544384765625,
16
  "stdev": 0.0,
17
- "p50": 7.10544384765625,
18
- "p90": 7.10544384765625,
19
- "p95": 7.10544384765625,
20
- "p99": 7.10544384765625,
21
  "values": [
22
- 7.10544384765625
23
  ]
24
  },
25
  "throughput": null,
26
  "energy": {
27
  "unit": "kWh",
28
- "cpu": 9.6094591750039e-07,
29
- "ram": 5.109819497165328e-07,
30
- "gpu": 1.788334764000121e-06,
31
- "total": 3.2602626312170433e-06
32
  },
33
  "efficiency": null
34
  },
35
  "prefill": {
36
  "memory": {
37
  "unit": "MB",
38
- "max_ram": 1021.386752,
39
  "max_global_vram": 1365.77024,
40
  "max_process_vram": 0.0,
41
  "max_reserved": 725.614592,
@@ -43,113 +43,110 @@
43
  },
44
  "latency": {
45
  "unit": "s",
46
- "count": 76,
47
- "total": 0.489139265060425,
48
- "mean": 0.00643604296132138,
49
- "stdev": 0.00040306870878596896,
50
- "p50": 0.006533679962158203,
51
- "p90": 0.0067556161880493164,
52
- "p95": 0.007114935994148254,
53
- "p99": 0.007586184024810791,
54
  "values": [
55
- 0.0074852161407470705,
56
- 0.006868256092071533,
57
- 0.006699935913085937,
58
- 0.0066342720985412594,
59
- 0.006699584007263184,
60
- 0.00643017578125,
61
- 0.006559264183044433,
62
- 0.006705728054046631,
63
- 0.006665567874908448,
64
- 0.006573791980743408,
65
- 0.00668832015991211,
66
- 0.0067058558464050295,
67
- 0.0066481599807739255,
68
- 0.006615583896636963,
69
- 0.006684671878814697,
70
- 0.006434239864349365,
71
- 0.006537824153900146,
72
- 0.006487391948699951,
73
- 0.006558752059936524,
74
- 0.006740032196044922,
75
- 0.0066797761917114255,
76
- 0.0066629438400268555,
77
- 0.006631904125213623,
78
- 0.0066984639167785645,
79
- 0.006616256237030029,
80
- 0.00652953577041626,
81
- 0.006601056098937988,
82
- 0.006670783996582031,
83
- 0.006553760051727295,
84
- 0.00655075216293335,
85
- 0.0064795842170715335,
86
- 0.006786367893218994,
87
- 0.006732672214508057,
88
- 0.006728447914123535,
89
- 0.006625823974609375,
90
- 0.0064284482002258305,
91
- 0.006509376049041748,
92
- 0.006349503993988037,
93
- 0.007198624134063721,
94
- 0.006466559886932373,
95
- 0.007087039947509766,
96
- 0.006572127819061279,
97
- 0.006634335994720459,
98
- 0.006771200180053711,
99
- 0.0077707200050354,
100
- 0.007524672031402588,
101
- 0.006589727878570557,
102
- 0.006345632076263427,
103
- 0.005978687763214112,
104
- 0.005987008094787597,
105
- 0.006012608051300048,
106
- 0.006013823986053467,
107
- 0.005984576225280762,
108
- 0.0060020160675048825,
109
- 0.006023776054382324,
110
- 0.006005727767944336,
111
- 0.005965695858001709,
112
- 0.006026559829711914,
113
- 0.0059977278709411625,
114
- 0.005962431907653809,
115
- 0.0060200319290161135,
116
- 0.005991487979888916,
117
- 0.005984928131103516,
118
- 0.005981056213378906,
119
- 0.006026271820068359,
120
- 0.005998879909515381,
121
- 0.005973951816558838,
122
- 0.0059634242057800295,
123
- 0.005980031967163086,
124
- 0.005979167938232422,
125
- 0.0059618239402771,
126
- 0.005969888210296631,
127
- 0.005983104228973388,
128
- 0.0059934401512146,
129
- 0.0059805760383605956,
130
- 0.006171840190887451
131
  ]
132
  },
133
  "throughput": {
134
  "unit": "tokens/s",
135
- "value": 310.7499455829271
136
  },
137
  "energy": {
138
  "unit": "kWh",
139
- "cpu": 7.692843482091828e-08,
140
- "ram": 4.2059207930217707e-08,
141
- "gpu": 1.5789695171428616e-07,
142
- "total": 2.768845944654222e-07
143
  },
144
  "efficiency": {
145
  "unit": "tokens/kWh",
146
- "value": 7223225.993708232
147
  }
148
  },
149
  "decode": {
150
  "memory": {
151
  "unit": "MB",
152
- "max_ram": 1037.299712,
153
  "max_global_vram": 1365.77024,
154
  "max_process_vram": 0.0,
155
  "max_reserved": 725.614592,
@@ -157,203 +154,197 @@
157
  },
158
  "latency": {
159
  "unit": "s",
160
- "count": 76,
161
- "total": 0.5130464305877684,
162
- "mean": 0.006750610928786429,
163
- "stdev": 0.0003895025803248728,
164
- "p50": 0.006856368064880372,
165
- "p90": 0.0070750718116760255,
166
- "p95": 0.007320840120315551,
167
- "p99": 0.007872503876686096,
168
  "values": [
169
- 0.007421279907226562,
170
- 0.007025248050689698,
171
- 0.007015679836273193,
172
- 0.006997087955474854,
173
- 0.0068039999008178715,
174
- 0.006903007984161377,
175
- 0.00701203203201294,
176
- 0.007030848026275635,
177
- 0.007025087833404541,
178
- 0.007068319797515869,
179
- 0.007048736095428467,
180
- 0.007043583869934082,
181
- 0.007015615940093994,
182
- 0.006948832035064697,
183
- 0.006855616092681885,
184
- 0.006905824184417725,
185
- 0.006956416130065918,
186
- 0.006944767951965332,
187
- 0.006986527919769287,
188
- 0.007057759761810303,
189
- 0.0070382080078125,
190
- 0.0070107197761535645,
191
- 0.0072873601913452145,
192
- 0.006990592002868653,
193
- 0.006899360179901123,
194
- 0.006857120037078858,
195
- 0.0069845118522644046,
196
- 0.006845983982086181,
197
- 0.006853759765625,
198
- 0.006895711898803711,
199
- 0.006948736190795899,
200
- 0.0071320638656616215,
201
- 0.007081823825836182,
202
- 0.006946879863739014,
203
- 0.007137663841247558,
204
- 0.0068982081413269045,
205
- 0.006777632236480713,
206
- 0.006515520095825195,
207
- 0.007064576148986816,
208
- 0.00655075216293335,
209
- 0.006745503902435303,
210
- 0.006992800235748291,
211
- 0.007018400192260742,
212
- 0.007508319854736328,
213
- 0.007964159965515137,
214
- 0.007841951847076416,
215
- 0.006674560070037841,
216
- 0.006586719989776611,
217
- 0.006327648162841797,
218
- 0.006312895774841309,
219
- 0.0062928318977355955,
220
- 0.006284063816070557,
221
- 0.006270944118499756,
222
- 0.006287424087524414,
223
- 0.0063248958587646485,
224
- 0.00630079984664917,
225
- 0.006319808006286621,
226
- 0.0063075838088989256,
227
- 0.006326720237731933,
228
- 0.006351103782653808,
229
- 0.006430592060089111,
230
- 0.006295423984527588,
231
- 0.006316256046295166,
232
- 0.006293951988220215,
233
- 0.006280511856079102,
234
- 0.006273856163024902,
235
- 0.006291872024536133,
236
- 0.0063504319190979,
237
- 0.006300320148468017,
238
- 0.0063342080116271975,
239
- 0.006324927806854248,
240
- 0.006348544120788574,
241
- 0.006323232173919678,
242
- 0.006376095771789551,
243
- 0.0063678078651428225,
244
- 0.006315807819366455
245
  ]
246
  },
247
  "throughput": {
248
  "unit": "tokens/s",
249
- "value": 148.13474077371723
250
  },
251
  "energy": {
252
  "unit": "kWh",
253
- "cpu": 7.234138319696185e-08,
254
- "ram": 3.9553042063266966e-08,
255
- "gpu": 1.5049218388571323e-07,
256
- "total": 2.6238660914594197e-07
257
  },
258
  "efficiency": {
259
  "unit": "tokens/kWh",
260
- "value": 3811170.1022203853
261
  }
262
  },
263
  "per_token": {
264
  "memory": null,
265
  "latency": {
266
  "unit": "s",
267
- "count": 76,
268
- "total": 0.47860528135299707,
269
- "mean": 0.0062974379125394315,
270
- "stdev": 0.0003336733172098433,
271
- "p50": 0.00637388801574707,
272
- "p90": 0.006577152013778686,
273
- "p95": 0.006802176117897034,
274
- "p99": 0.007388415932655334,
275
  "values": [
276
- 0.0068915200233459475,
277
- 0.006525951862335205,
278
- 0.006503424167633057,
279
- 0.006494207859039307,
280
- 0.006333439826965332,
281
- 0.0064143362045288085,
282
- 0.006492127895355224,
283
- 0.0065136637687683106,
284
- 0.006532095909118653,
285
- 0.006549503803253174,
286
- 0.00653107213973999,
287
- 0.006500351905822754,
288
- 0.006503488063812256,
289
- 0.0064471039772033695,
290
- 0.006378496170043945,
291
- 0.006412288188934326,
292
- 0.006446080207824707,
293
- 0.006446080207824707,
294
  0.00648089599609375,
295
- 0.006552576065063476,
296
- 0.006540224075317382,
297
- 0.006523903846740723,
298
- 0.006774784088134766,
299
- 0.006453248023986816,
300
- 0.006423552036285401,
301
- 0.006369279861450195,
302
- 0.006471680164337158,
303
- 0.006359039783477783,
304
- 0.006369279861450195,
305
- 0.006404096126556396,
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
306
  0.006449151992797852,
307
- 0.006619135856628418,
308
- 0.00657203197479248,
309
- 0.006421504020690918,
310
- 0.006642687797546387,
311
- 0.006398975849151611,
312
  0.006299647808074951,
313
- 0.00608358383178711,
314
- 0.006582272052764892,
315
- 0.006151167869567871,
316
- 0.0063170561790466305,
317
- 0.0064471039772033695,
318
- 0.006535168170928955,
319
- 0.006884352207183838,
320
- 0.0074414081573486324,
321
- 0.007370751857757568,
322
- 0.006220799922943115,
323
- 0.006205440044403076,
324
- 0.005953536033630371,
325
- 0.005940224170684814,
326
- 0.0059146881103515625,
327
- 0.005909503936767578,
328
- 0.005899263858795166,
329
- 0.005910528182983398,
330
- 0.005929984092712402,
331
- 0.00592793607711792,
332
- 0.005942272186279297,
333
- 0.005933055877685547,
334
- 0.005944320201873779,
335
- 0.005967872142791748,
336
- 0.006057983875274659,
337
- 0.005921728134155273,
338
- 0.005942272186279297,
339
- 0.00591974401473999,
340
- 0.0059064321517944334,
341
- 0.0059023361206054685,
342
- 0.005897215843200684,
343
- 0.005967872142791748,
344
- 0.005925888061523437,
345
- 0.005944320201873779,
346
- 0.005929984092712402,
347
- 0.005974016189575195,
348
- 0.005948416233062744,
349
- 0.006000639915466309,
350
- 0.005982207775115967,
351
- 0.005931007862091065
352
  ]
353
  },
354
  "throughput": {
355
  "unit": "tokens/s",
356
- "value": 158.79473746121485
357
  },
358
  "energy": null,
359
  "efficiency": null
 
2
  "load": {
3
  "memory": {
4
  "unit": "MB",
5
+ "max_ram": 719.966208,
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": 7.16954638671875,
15
+ "mean": 7.16954638671875,
16
  "stdev": 0.0,
17
+ "p50": 7.16954638671875,
18
+ "p90": 7.16954638671875,
19
+ "p95": 7.16954638671875,
20
+ "p99": 7.16954638671875,
21
  "values": [
22
+ 7.16954638671875
23
  ]
24
  },
25
  "throughput": null,
26
  "energy": {
27
  "unit": "kWh",
28
+ "cpu": 9.82990364233653e-07,
29
+ "ram": 5.218254813051242e-07,
30
+ "gpu": 1.7002791380001363e-06,
31
+ "total": 3.205094983538914e-06
32
  },
33
  "efficiency": null
34
  },
35
  "prefill": {
36
  "memory": {
37
  "unit": "MB",
38
+ "max_ram": 1027.641344,
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": 73,
47
+ "total": 0.4887719049453735,
48
+ "mean": 0.006695505547196897,
49
+ "stdev": 0.0003676306828363238,
50
+ "p50": 0.006725696086883545,
51
+ "p90": 0.007211078262329101,
52
+ "p95": 0.00725409927368164,
53
+ "p99": 0.007501672763824464,
54
  "values": [
55
+ 0.007777023792266846,
56
+ 0.007394591808319092,
57
+ 0.006731200218200684,
58
+ 0.007234848022460937,
59
+ 0.00693452787399292,
60
+ 0.006983232021331787,
61
+ 0.007165152072906494,
62
+ 0.007198944091796875,
63
+ 0.006947711944580078,
64
+ 0.0073006081581115725,
65
+ 0.007217984199523925,
66
+ 0.006785600185394287,
67
+ 0.006829855918884277,
68
+ 0.006725696086883545,
69
+ 0.006948351860046387,
70
+ 0.006647200107574463,
71
+ 0.006608704090118408,
72
+ 0.006638175964355468,
73
+ 0.0068663997650146484,
74
+ 0.006907008171081543,
75
+ 0.006737599849700928,
76
+ 0.006766335964202881,
77
+ 0.006798399925231934,
78
+ 0.007282976150512695,
79
+ 0.006982463836669922,
80
+ 0.007022208213806153,
81
+ 0.006951776027679444,
82
+ 0.007043424129486084,
83
+ 0.006640768051147461,
84
+ 0.006624224185943603,
85
+ 0.0068000640869140625,
86
+ 0.007229311943054199,
87
+ 0.007074368000030517,
88
+ 0.006735680103302002,
89
+ 0.00671830415725708,
90
+ 0.00670531177520752,
91
+ 0.00676966381072998,
92
+ 0.00685811185836792,
93
+ 0.006788447856903076,
94
+ 0.006767648220062256,
95
+ 0.006955967903137207,
96
+ 0.006973536014556885,
97
+ 0.006827072143554687,
98
+ 0.006441984176635742,
99
+ 0.006458399772644043,
100
+ 0.006493855953216552,
101
+ 0.007214111804962158,
102
+ 0.006459616184234619,
103
+ 0.00641596794128418,
104
+ 0.006314943790435791,
105
+ 0.006455423831939697,
106
+ 0.006477920055389405,
107
+ 0.0063281598091125485,
108
+ 0.006057216167449951,
109
+ 0.006063072204589843,
110
+ 0.006081600189208985,
111
+ 0.006086431980133057,
112
+ 0.006475520133972168,
113
+ 0.006420544147491455,
114
+ 0.006436831951141357,
115
+ 0.006328512191772461,
116
+ 0.006105120182037353,
117
+ 0.005968063831329346,
118
+ 0.006054848194122314,
119
+ 0.006087296009063721,
120
+ 0.006343008041381836,
121
+ 0.006487199783325195,
122
+ 0.006471327781677246,
123
+ 0.006688416004180908,
124
+ 0.0063719358444213866,
125
+ 0.006402656078338623,
126
+ 0.006461952209472656,
127
+ 0.006423488140106202
 
 
 
128
  ]
129
  },
130
  "throughput": {
131
  "unit": "tokens/s",
132
+ "value": 298.70784004313293
133
  },
134
  "energy": {
135
  "unit": "kWh",
136
+ "cpu": 7.58480357094513e-08,
137
+ "ram": 4.147030589818021e-08,
138
+ "gpu": 1.4828391197452276e-07,
139
+ "total": 2.656022535821543e-07
140
  },
141
  "efficiency": {
142
  "unit": "tokens/kWh",
143
+ "value": 7530056.590357104
144
  }
145
  },
146
  "decode": {
147
  "memory": {
148
  "unit": "MB",
149
+ "max_ram": 1043.283968,
150
  "max_global_vram": 1365.77024,
151
  "max_process_vram": 0.0,
152
  "max_reserved": 725.614592,
 
154
  },
155
  "latency": {
156
  "unit": "s",
157
+ "count": 73,
158
+ "total": 0.5157769589424134,
159
+ "mean": 0.00706543779373169,
160
+ "stdev": 0.0003897420513009189,
161
+ "p50": 0.007009664058685303,
162
+ "p90": 0.007576172828674316,
163
+ "p95": 0.00762913293838501,
164
+ "p99": 0.007824724330902099,
165
  "values": [
166
+ 0.0078037757873535155,
167
+ 0.007509791851043701,
168
+ 0.00743120002746582,
169
+ 0.007585919857025146,
170
+ 0.0073119039535522465,
171
+ 0.00748528003692627,
172
+ 0.007569439888000488,
173
+ 0.0075615038871765135,
174
+ 0.007611584186553955,
175
+ 0.007558527946472168,
176
+ 0.007587711811065673,
177
+ 0.007096608161926269,
178
+ 0.007143583774566651,
179
+ 0.00705731201171875,
180
+ 0.007409471988677979,
181
+ 0.00699948787689209,
182
+ 0.007009664058685303,
183
+ 0.007114079952239991,
184
+ 0.007153664112091064,
185
+ 0.007195744037628174,
186
+ 0.006930016040802002,
187
+ 0.00734716796875,
188
+ 0.007014976024627685,
189
+ 0.007878592014312744,
190
+ 0.007523488044738769,
191
+ 0.007655456066131592,
192
+ 0.007427040100097656,
193
+ 0.007483168125152588,
194
+ 0.007086239814758301,
195
+ 0.007015135765075684,
196
+ 0.007493343830108643,
197
+ 0.007665503978729248,
198
+ 0.007508831977844238,
199
+ 0.00699180793762207,
200
+ 0.007183680057525635,
201
+ 0.007190656185150146,
202
+ 0.007383200168609619,
203
+ 0.006964128017425537,
204
+ 0.0068923521041870115,
205
+ 0.007307007789611817,
206
+ 0.0073547840118408205,
207
+ 0.007577856063842773,
208
+ 0.006831999778747559,
209
+ 0.006838016033172608,
210
+ 0.006787968158721924,
211
+ 0.006895872116088867,
212
+ 0.006900063991546631,
213
+ 0.006931359767913818,
214
+ 0.006715712070465088,
215
+ 0.006796351909637451,
216
+ 0.006808383941650391,
217
+ 0.006787424087524414,
218
+ 0.00640553617477417,
219
+ 0.00640828800201416,
220
+ 0.006415743827819825,
221
+ 0.006371520042419434,
222
+ 0.0067407040596008305,
223
+ 0.006935679912567138,
224
+ 0.006762847900390625,
225
+ 0.006731200218200684,
226
+ 0.006768864154815674,
227
+ 0.006370143890380859,
228
+ 0.006423552036285401,
229
+ 0.006382080078125,
230
+ 0.006369696140289306,
231
+ 0.006901887893676758,
232
+ 0.006828671932220459,
233
+ 0.00675491189956665,
234
+ 0.006812255859375,
235
+ 0.006746463775634766,
236
+ 0.0066986560821533205,
237
+ 0.006907072067260742,
238
+ 0.006677343845367432
 
 
 
239
  ]
240
  },
241
  "throughput": {
242
  "unit": "tokens/s",
243
+ "value": 141.53404632437346
244
  },
245
  "energy": {
246
  "unit": "kWh",
247
+ "cpu": 7.170258176170205e-08,
248
+ "ram": 3.9103379393108727e-08,
249
+ "gpu": 1.7309837530942695e-07,
250
+ "total": 2.8390433646423774e-07
251
  },
252
  "efficiency": {
253
  "unit": "tokens/kWh",
254
+ "value": 3522313.2286532223
255
  }
256
  },
257
  "per_token": {
258
  "memory": null,
259
  "latency": {
260
  "unit": "s",
261
+ "count": 73,
262
+ "total": 0.4817408633232118,
263
+ "mean": 0.006599189908537146,
264
+ "stdev": 0.00032978990580072916,
265
+ "p50": 0.006524928092956543,
266
+ "p90": 0.007025049495697022,
267
+ "p95": 0.007075020694732666,
268
+ "p99": 0.007259381694793701,
269
  "values": [
270
+ 0.007214079856872559,
271
+ 0.006976511955261231,
272
+ 0.006918144226074219,
273
+ 0.007073791980743408,
274
+ 0.0067717118263244626,
275
+ 0.006961152076721191,
276
+ 0.0070225920677185055,
277
+ 0.006999072074890137,
278
+ 0.007066656112670899,
279
+ 0.0070256638526916505,
280
+ 0.007031807899475098,
281
+ 0.006603775978088379,
282
+ 0.006557695865631104,
283
+ 0.006575104236602783,
284
+ 0.006896639823913574,
285
+ 0.006524928092956543,
 
 
286
  0.00648089599609375,
287
+ 0.006615104198455811,
288
+ 0.006647808074951172,
289
+ 0.0067010560035705566,
290
+ 0.006458208084106445,
291
+ 0.006843391895294189,
292
+ 0.006512639999389648,
293
+ 0.007375872135162354,
294
+ 0.0069909758567810055,
295
+ 0.007076863765716553,
296
+ 0.006907904148101806,
297
+ 0.006968287944793701,
298
+ 0.006592512130737305,
299
+ 0.006500351905822754,
300
+ 0.006970367908477783,
301
+ 0.007135231971740722,
302
+ 0.0069283838272094726,
303
+ 0.006516736030578613,
304
+ 0.006663167953491211,
305
+ 0.006748159885406494,
306
+ 0.006818816184997558,
307
+ 0.006556640148162842,
308
+ 0.006476736068725586,
309
+ 0.006808576107025147,
310
+ 0.006820864200592041,
311
+ 0.006974463939666748,
312
+ 0.006434847831726074,
313
  0.006449151992797852,
314
+ 0.006391808032989502,
315
+ 0.006494207859039307,
316
+ 0.006511616230010986,
317
+ 0.006490079879760742,
 
318
  0.006299647808074951,
319
+ 0.006401023864746094,
320
+ 0.006409215927124024,
321
+ 0.00638976001739502,
322
+ 0.006031360149383545,
323
+ 0.006032383918762207,
324
+ 0.006041600227355957,
325
+ 0.005997568130493164,
326
+ 0.00632422399520874,
327
+ 0.00653004789352417,
328
+ 0.006362112045288086,
329
+ 0.006310912132263183,
330
+ 0.0063836159706115725,
331
+ 0.0059985918998718265,
332
+ 0.006049791812896729,
333
+ 0.005996543884277344,
334
+ 0.0059944639205932616,
335
+ 0.006482944011688232,
336
+ 0.006436863899230957,
337
+ 0.006368256092071533,
338
+ 0.006415487766265869,
339
+ 0.006343711853027343,
340
+ 0.006300672054290772,
341
+ 0.006475872039794922,
342
+ 0.006283135890960694
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
343
  ]
344
  },
345
  "throughput": {
346
  "unit": "tokens/s",
347
+ "value": 151.53375093908636
348
  },
349
  "energy": null,
350
  "efficiency": null