-
Notifications
You must be signed in to change notification settings - Fork 61
/
repvit_m1_1_distill_450e.txt
450 lines (450 loc) · 89.9 KB
/
repvit_m1_1_distill_450e.txt
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
{"train_lr": 1.000000000000014e-06, "train_loss": 7.00757974281311, "test_loss": 6.94837687997257, "test_acc1": 0.11200000808715821, "test_acc5": 0.5800000217199326, "epoch": 0, "n_parameters": 8802912}
{"train_lr": 1.000000000000014e-06, "train_loss": 7.002298969078064, "test_loss": 6.933731990702012, "test_acc1": 0.12800000747680665, "test_acc5": 0.6260000270605087, "epoch": 1, "n_parameters": 8802912}
{"train_lr": 0.0008007999999999933, "train_loss": 6.4456030395507815, "test_loss": 5.2014855286654305, "test_acc1": 8.166000214538574, "test_acc5": 22.088000678100585, "epoch": 2, "n_parameters": 8802912}
{"train_lr": 0.0016005999999999787, "train_loss": 5.8110536100387575, "test_loss": 3.9179715496652268, "test_acc1": 21.372000612335206, "test_acc5": 44.12200125213623, "epoch": 3, "n_parameters": 8802912}
{"train_lr": 0.0024003999999999835, "train_loss": 5.199463818740845, "test_loss": 3.213488471858642, "test_acc1": 32.15400086578369, "test_acc5": 57.662001741638186, "epoch": 4, "n_parameters": 8802912}
{"train_lr": 0.0032001999999999873, "train_loss": 4.761039460325241, "test_loss": 2.7896020973429962, "test_acc1": 39.3820011807251, "test_acc5": 65.21000186676025, "epoch": 5, "n_parameters": 8802912}
{"train_lr": 0.003998784699903044, "train_loss": 4.45670155210495, "test_loss": 2.5229435466668186, "test_acc1": 44.5920013154602, "test_acc5": 70.0220021017456, "epoch": 6, "n_parameters": 8802912}
{"train_lr": 0.0039982500460471835, "train_loss": 4.18971237077713, "test_loss": 2.30037355160012, "test_acc1": 48.70600115570068, "test_acc5": 73.94600262359619, "epoch": 7, "n_parameters": 8802912}
{"train_lr": 0.003997618243996162, "train_loss": 3.993955112838745, "test_loss": 2.062746558995808, "test_acc1": 53.310001466064456, "test_acc5": 77.42800248016357, "epoch": 8, "n_parameters": 8802912}
{"train_lr": 0.003996889324543062, "train_loss": 3.850284407424927, "test_loss": 1.9726097049082028, "test_acc1": 54.99200151824951, "test_acc5": 78.8440025326538, "epoch": 9, "n_parameters": 8802912}
{"train_lr": 0.003996063323214417, "train_loss": 3.7400550690174104, "test_loss": 1.853277571937617, "test_acc1": 57.204001482238766, "test_acc5": 80.45600232635498, "epoch": 10, "n_parameters": 8802912}
{"train_lr": 0.003995140280268348, "train_loss": 3.6469556347846983, "test_loss": 1.8098409513340277, "test_acc1": 58.23600189239502, "test_acc5": 81.19400246643066, "epoch": 11, "n_parameters": 8802912}
{"train_lr": 0.003994120240692708, "train_loss": 3.583845655536652, "test_loss": 1.7339006916565054, "test_acc1": 59.624001550598145, "test_acc5": 82.40200255493164, "epoch": 12, "n_parameters": 8802912}
{"train_lr": 0.003993003254202742, "train_loss": 3.518181526517868, "test_loss": 1.7265122721300405, "test_acc1": 60.3520017880249, "test_acc5": 82.84200258087158, "epoch": 13, "n_parameters": 8802912}
{"train_lr": 0.0039917893752388625, "train_loss": 3.45453241314888, "test_loss": 1.6790055303889162, "test_acc1": 60.970001957397464, "test_acc5": 83.02400239837647, "epoch": 14, "n_parameters": 8802912}
{"train_lr": 0.003990478662963736, "train_loss": 3.4055942385196687, "test_loss": 1.6012991969199741, "test_acc1": 62.64400190612793, "test_acc5": 84.40800228790283, "epoch": 15, "n_parameters": 8802912}
{"train_lr": 0.003989071181259754, "train_loss": 3.369740376996994, "test_loss": 1.589534041197861, "test_acc1": 62.85400166564941, "test_acc5": 84.56200266723633, "epoch": 16, "n_parameters": 8802912}
{"train_lr": 0.0039875669987254015, "train_loss": 3.3330695972442625, "test_loss": 1.5464726178085102, "test_acc1": 63.82600168395996, "test_acc5": 85.23000285797119, "epoch": 17, "n_parameters": 8802912}
{"train_lr": 0.003985966188672574, "train_loss": 3.3230633949279786, "test_loss": 1.5190706748296232, "test_acc1": 63.95800186126709, "test_acc5": 85.49400236114502, "epoch": 18, "n_parameters": 8802912}
{"train_lr": 0.0039842688291223715, "train_loss": 3.26986241402626, "test_loss": 1.5116736963391304, "test_acc1": 64.61000198913574, "test_acc5": 85.75200263641358, "epoch": 19, "n_parameters": 8802912}
{"train_lr": 0.003982475002801825, "train_loss": 3.2447737285614013, "test_loss": 1.512159539934467, "test_acc1": 64.68800177215576, "test_acc5": 85.95000227233886, "epoch": 20, "n_parameters": 8802912}
{"train_lr": 0.003980584797139465, "train_loss": 3.2290869401454927, "test_loss": 1.532008578233859, "test_acc1": 64.70200183288574, "test_acc5": 85.67400277130128, "epoch": 21, "n_parameters": 8802912}
{"train_lr": 0.003978598304261148, "train_loss": 3.1858438288688657, "test_loss": 1.5212818498120588, "test_acc1": 64.81200184295655, "test_acc5": 85.75200249298096, "epoch": 22, "n_parameters": 8802912}
{"train_lr": 0.003976515620985842, "train_loss": 3.1710791205883027, "test_loss": 1.4879575704827028, "test_acc1": 65.3840017300415, "test_acc5": 86.20600263793945, "epoch": 23, "n_parameters": 8802912}
{"train_lr": 0.0039743368488206155, "train_loss": 3.158749589395523, "test_loss": 1.5097149312496185, "test_acc1": 64.7500020022583, "test_acc5": 85.85800253509521, "epoch": 24, "n_parameters": 8802912}
{"train_lr": 0.0039720620939556715, "train_loss": 3.1461593976020814, "test_loss": 1.455172301215284, "test_acc1": 66.00400188781738, "test_acc5": 86.64400255493165, "epoch": 25, "n_parameters": 8802912}
{"train_lr": 0.003969691467259384, "train_loss": 3.1242377655506135, "test_loss": 1.4215183801510756, "test_acc1": 66.52800196594238, "test_acc5": 87.13200230926513, "epoch": 26, "n_parameters": 8802912}
{"train_lr": 0.003967225084272694, "train_loss": 3.0870540767908095, "test_loss": 1.3879302314975683, "test_acc1": 67.19000197723389, "test_acc5": 87.36200242126465, "epoch": 27, "n_parameters": 8802912}
{"train_lr": 0.003964663065203757, "train_loss": 3.0877624022722245, "test_loss": 1.4345473673413782, "test_acc1": 66.55800206207276, "test_acc5": 87.15800252441406, "epoch": 28, "n_parameters": 8802912}
{"train_lr": 0.003962005534921608, "train_loss": 3.0738050204753877, "test_loss": 1.3919297500568277, "test_acc1": 66.93800215301513, "test_acc5": 87.44400267700195, "epoch": 29, "n_parameters": 8802912}
{"train_lr": 0.003959252622950646, "train_loss": 3.074115948700905, "test_loss": 1.3871767227264011, "test_acc1": 67.1740021182251, "test_acc5": 87.40600320587158, "epoch": 30, "n_parameters": 8802912}
{"train_lr": 0.003956404463463954, "train_loss": 3.0395767622709275, "test_loss": 1.399406509802622, "test_acc1": 66.9980021774292, "test_acc5": 87.35800238739013, "epoch": 31, "n_parameters": 8802912}
{"train_lr": 0.003953461195276696, "train_loss": 3.0359605996847154, "test_loss": 1.4062637831358349, "test_acc1": 67.28400184112549, "test_acc5": 87.60000234527588, "epoch": 32, "n_parameters": 8802912}
{"train_lr": 0.003950422961839594, "train_loss": 3.0334449071645735, "test_loss": 1.3869044320548283, "test_acc1": 67.30000207000732, "test_acc5": 87.50400276397706, "epoch": 33, "n_parameters": 8802912}
{"train_lr": 0.00394728991123201, "train_loss": 3.0212832870721815, "test_loss": 1.3975171608959926, "test_acc1": 67.44200193359374, "test_acc5": 87.76600242370606, "epoch": 34, "n_parameters": 8802912}
{"train_lr": 0.003944062196154177, "train_loss": 3.011615329360962, "test_loss": 1.3201785021845032, "test_acc1": 68.49200202331544, "test_acc5": 88.46800249084473, "epoch": 35, "n_parameters": 8802912}
{"train_lr": 0.003940739973920592, "train_loss": 3.003369493365288, "test_loss": 1.3427800474797977, "test_acc1": 68.1320021975708, "test_acc5": 87.98000201324463, "epoch": 36, "n_parameters": 8802912}
{"train_lr": 0.003937323406451619, "train_loss": 2.992035495233536, "test_loss": 1.3538860683055485, "test_acc1": 67.9460018157959, "test_acc5": 88.09600287994385, "epoch": 37, "n_parameters": 8802912}
{"train_lr": 0.003933812660265883, "train_loss": 2.985352141666412, "test_loss": 1.3489182324093931, "test_acc1": 68.15400214202882, "test_acc5": 87.99800272277832, "epoch": 38, "n_parameters": 8802912}
{"train_lr": 0.003930207906472293, "train_loss": 2.9737408992290497, "test_loss": 1.3386975610080887, "test_acc1": 68.49600214355469, "test_acc5": 88.17800259643555, "epoch": 39, "n_parameters": 8802912}
{"train_lr": 0.003926509320761305, "train_loss": 2.958854973292351, "test_loss": 1.3849371084395576, "test_acc1": 67.67600179351807, "test_acc5": 87.87200262756348, "epoch": 40, "n_parameters": 8802912}
{"train_lr": 0.003922717083396902, "train_loss": 2.958423114347458, "test_loss": 1.3967782964601236, "test_acc1": 67.49200215667724, "test_acc5": 87.36600255798339, "epoch": 41, "n_parameters": 8802912}
{"train_lr": 0.003918831379207381, "train_loss": 2.9483619425058363, "test_loss": 1.3751029591349995, "test_acc1": 68.08400216705323, "test_acc5": 88.05600254638672, "epoch": 42, "n_parameters": 8802912}
{"train_lr": 0.003914852397576493, "train_loss": 2.9460404906988145, "test_loss": 1.3325762437546955, "test_acc1": 68.58000184967041, "test_acc5": 88.35600241241455, "epoch": 43, "n_parameters": 8802912}
{"train_lr": 0.003910780332434081, "train_loss": 2.9356827599525452, "test_loss": 1.323133861317354, "test_acc1": 68.76800203613281, "test_acc5": 88.61800266662598, "epoch": 44, "n_parameters": 8802912}
{"train_lr": 0.003906615382246946, "train_loss": 2.927689355254173, "test_loss": 1.3322298583738945, "test_acc1": 68.27400215881347, "test_acc5": 88.31200257781983, "epoch": 45, "n_parameters": 8802912}
{"train_lr": 0.0039023577500088094, "train_loss": 2.914213638472557, "test_loss": 1.3642746118061684, "test_acc1": 68.16600203430175, "test_acc5": 87.97800246551513, "epoch": 46, "n_parameters": 8802912}
{"train_lr": 0.003898007643230756, "train_loss": 2.9190436950206755, "test_loss": 1.3619632203789318, "test_acc1": 68.08000231628418, "test_acc5": 88.27800243225097, "epoch": 47, "n_parameters": 8802912}
{"train_lr": 0.0038935652739308757, "train_loss": 2.9172109978199003, "test_loss": 1.3997363789993174, "test_acc1": 67.73600198638916, "test_acc5": 87.77000257110596, "epoch": 48, "n_parameters": 8802912}
{"train_lr": 0.003889030858623732, "train_loss": 2.9118568771123887, "test_loss": 1.328559831223067, "test_acc1": 68.63600172912598, "test_acc5": 88.33400218109131, "epoch": 49, "n_parameters": 8802912}
{"train_lr": 0.003884404618310635, "train_loss": 2.907359966492653, "test_loss": 1.3047574600752663, "test_acc1": 69.13600206115723, "test_acc5": 88.71600242065429, "epoch": 50, "n_parameters": 8802912}
{"train_lr": 0.0038796867784678503, "train_loss": 2.893872502374649, "test_loss": 1.2745483272215898, "test_acc1": 70.03200228546143, "test_acc5": 89.23800271179199, "epoch": 51, "n_parameters": 8802912}
{"train_lr": 0.0038748775690362956, "train_loss": 2.891839105272293, "test_loss": 1.3590129705912926, "test_acc1": 67.93600199279786, "test_acc5": 88.05400221954346, "epoch": 52, "n_parameters": 8802912}
{"train_lr": 0.0038699772244100415, "train_loss": 2.888479748249054, "test_loss": 1.3008417811463862, "test_acc1": 69.1700021899414, "test_acc5": 88.78600255584716, "epoch": 53, "n_parameters": 8802912}
{"train_lr": 0.003864985983424946, "train_loss": 2.8764600900411605, "test_loss": 1.367189863587127, "test_acc1": 68.49600216644288, "test_acc5": 88.23400250457763, "epoch": 54, "n_parameters": 8802912}
{"train_lr": 0.003859904089347072, "train_loss": 2.87621153550148, "test_loss": 1.2707928059732212, "test_acc1": 69.62800231750488, "test_acc5": 88.8960025805664, "epoch": 55, "n_parameters": 8802912}
{"train_lr": 0.0038547317898607334, "train_loss": 2.87452378411293, "test_loss": 1.362220043206916, "test_acc1": 68.41600197265625, "test_acc5": 88.42000240997315, "epoch": 56, "n_parameters": 8802912}
{"train_lr": 0.0038494693370565466, "train_loss": 2.8642717346668243, "test_loss": 1.2691086425500757, "test_acc1": 70.10000220367432, "test_acc5": 89.36200222564698, "epoch": 57, "n_parameters": 8802912}
{"train_lr": 0.0038441169874190843, "train_loss": 2.8563370568990707, "test_loss": 1.3219118490815163, "test_acc1": 69.0260023526001, "test_acc5": 88.74200253265381, "epoch": 58, "n_parameters": 8802912}
{"train_lr": 0.003838675001814183, "train_loss": 2.8593198444604875, "test_loss": 1.2517330278368557, "test_acc1": 69.91600218444825, "test_acc5": 89.29000235321045, "epoch": 59, "n_parameters": 8802912}
{"train_lr": 0.0038331436454766355, "train_loss": 2.8390841595411302, "test_loss": 1.3166714556076948, "test_acc1": 69.26000238677979, "test_acc5": 88.69800219451905, "epoch": 60, "n_parameters": 8802912}
{"train_lr": 0.0038275231879969967, "train_loss": 2.8532621945381162, "test_loss": 1.2803420402547891, "test_acc1": 70.02600229248047, "test_acc5": 89.28800246826172, "epoch": 61, "n_parameters": 8802912}
{"train_lr": 0.00382181390330831, "train_loss": 2.8500570197343826, "test_loss": 1.2823673666400068, "test_acc1": 69.47400248840331, "test_acc5": 89.13800287872314, "epoch": 62, "n_parameters": 8802912}
{"train_lr": 0.00381601606967318, "train_loss": 2.847277815937996, "test_loss": 1.3367713667890604, "test_acc1": 68.9420020941162, "test_acc5": 88.46400250915528, "epoch": 63, "n_parameters": 8802912}
{"train_lr": 0.0038101299696697475, "train_loss": 2.838800849676132, "test_loss": 1.2881186464253593, "test_acc1": 69.38200219299317, "test_acc5": 89.10800263031005, "epoch": 64, "n_parameters": 8802912}
{"train_lr": 0.00380415589017823, "train_loss": 2.8299730539798738, "test_loss": 1.2424979488201, "test_acc1": 70.0260019543457, "test_acc5": 89.68200272827148, "epoch": 65, "n_parameters": 8802912}
{"train_lr": 0.0037980941223668303, "train_loss": 2.8220232197761534, "test_loss": 1.2861629207344616, "test_acc1": 69.23000219726562, "test_acc5": 89.03000251037598, "epoch": 66, "n_parameters": 8802912}
{"train_lr": 0.003791944961677627, "train_loss": 2.8225324197769166, "test_loss": 1.2920263988130234, "test_acc1": 69.64000186889649, "test_acc5": 89.15200270874024, "epoch": 67, "n_parameters": 8802912}
{"train_lr": 0.0037857087078119896, "train_loss": 2.8138319599866866, "test_loss": 1.2647533745450132, "test_acc1": 70.1720023864746, "test_acc5": 89.42800241821288, "epoch": 68, "n_parameters": 8802912}
{"train_lr": 0.003779385664716107, "train_loss": 2.8268703518152236, "test_loss": 1.2662970612154287, "test_acc1": 69.60800186798096, "test_acc5": 89.01800268035889, "epoch": 69, "n_parameters": 8802912}
{"train_lr": 0.003772976140566265, "train_loss": 2.834527232480049, "test_loss": 1.2999131162376965, "test_acc1": 69.10200221832275, "test_acc5": 89.0640024105835, "epoch": 70, "n_parameters": 8802912}
{"train_lr": 0.0037664804477535617, "train_loss": 2.8003930218696595, "test_loss": 1.2845862564795159, "test_acc1": 69.41200203918457, "test_acc5": 89.21000280944824, "epoch": 71, "n_parameters": 8802912}
{"train_lr": 0.003759898902868911, "train_loss": 2.809183050441742, "test_loss": 1.2868426187950022, "test_acc1": 69.50400257415771, "test_acc5": 89.04200268859863, "epoch": 72, "n_parameters": 8802912}
{"train_lr": 0.003753231826687486, "train_loss": 2.806111382174492, "test_loss": 1.2443238531841951, "test_acc1": 70.3360021826172, "test_acc5": 89.4760028201294, "epoch": 73, "n_parameters": 8802912}
{"train_lr": 0.0037464795441532936, "train_loss": 2.8081279205322267, "test_loss": 1.2164020810057135, "test_acc1": 70.75000210327148, "test_acc5": 89.73600234588623, "epoch": 74, "n_parameters": 8802912}
{"train_lr": 0.003739642384362937, "train_loss": 2.8001057704925536, "test_loss": 1.2539568999234367, "test_acc1": 69.76800243621827, "test_acc5": 89.31200266967774, "epoch": 75, "n_parameters": 8802912}
{"train_lr": 0.003732720680549938, "train_loss": 2.8041526014328, "test_loss": 1.238751567681046, "test_acc1": 70.20000210083008, "test_acc5": 89.46000230407715, "epoch": 76, "n_parameters": 8802912}
{"train_lr": 0.003725714770068486, "train_loss": 2.789421655893326, "test_loss": 1.3086714424631174, "test_acc1": 69.4200019229126, "test_acc5": 89.20800234558105, "epoch": 77, "n_parameters": 8802912}
{"train_lr": 0.0037186249943766602, "train_loss": 2.798131973671913, "test_loss": 1.290232282351045, "test_acc1": 69.53200206878662, "test_acc5": 88.94200254974365, "epoch": 78, "n_parameters": 8802912}
{"train_lr": 0.003711451699020238, "train_loss": 2.7871337986469267, "test_loss": 1.223076876033755, "test_acc1": 70.90800209991455, "test_acc5": 89.86600255798339, "epoch": 79, "n_parameters": 8802912}
{"train_lr": 0.0037041952336154147, "train_loss": 2.778705654788017, "test_loss": 1.2650055039454908, "test_acc1": 69.81400222808838, "test_acc5": 89.35200251373291, "epoch": 80, "n_parameters": 8802912}
{"train_lr": 0.003696855951832067, "train_loss": 2.7836963824510574, "test_loss": 1.1932876355507795, "test_acc1": 70.97600226379394, "test_acc5": 90.04200239654541, "epoch": 81, "n_parameters": 8802912}
{"train_lr": 0.0036894342113765284, "train_loss": 2.787019657564163, "test_loss": 1.2635693541344475, "test_acc1": 69.84800236022949, "test_acc5": 89.0500023071289, "epoch": 82, "n_parameters": 8802912}
{"train_lr": 0.0036819303739738757, "train_loss": 2.786663887000084, "test_loss": 1.2404922308290707, "test_acc1": 70.6320025302124, "test_acc5": 89.64400282043457, "epoch": 83, "n_parameters": 8802912}
{"train_lr": 0.00367434480535066, "train_loss": 2.7658754073619845, "test_loss": 1.3128296106177217, "test_acc1": 69.65400215881348, "test_acc5": 89.21200248840331, "epoch": 84, "n_parameters": 8802912}
{"train_lr": 0.00366667787521664, "train_loss": 2.771395058131218, "test_loss": 1.2277726999977057, "test_acc1": 70.47800237457275, "test_acc5": 89.60600271697999, "epoch": 85, "n_parameters": 8802912}
{"train_lr": 0.003658929957247333, "train_loss": 2.7749514417648316, "test_loss": 1.2549144388998257, "test_acc1": 70.10000208709717, "test_acc5": 89.39200226257324, "epoch": 86, "n_parameters": 8802912}
{"train_lr": 0.0036511014290652147, "train_loss": 2.7584387183189394, "test_loss": 1.2147804446080153, "test_acc1": 71.26200244262695, "test_acc5": 90.09200261932374, "epoch": 87, "n_parameters": 8802912}
{"train_lr": 0.003643192672221756, "train_loss": 2.7656126528501512, "test_loss": 1.2904045266263626, "test_acc1": 69.56000201538086, "test_acc5": 89.1520025189209, "epoch": 88, "n_parameters": 8802912}
{"train_lr": 0.0036352040721785803, "train_loss": 2.7543541821241377, "test_loss": 1.2646858867476969, "test_acc1": 69.86600222625732, "test_acc5": 89.49800262176514, "epoch": 89, "n_parameters": 8802912}
{"train_lr": 0.003627136018288861, "train_loss": 2.7622146857738494, "test_loss": 1.2114516146042769, "test_acc1": 70.6960021987915, "test_acc5": 89.87000242980957, "epoch": 90, "n_parameters": 8802912}
{"train_lr": 0.0036189889037780316, "train_loss": 2.7438843497276304, "test_loss": 1.241044652812621, "test_acc1": 70.30000216979981, "test_acc5": 89.66800254974365, "epoch": 91, "n_parameters": 8802912}
{"train_lr": 0.0036107631257249954, "train_loss": 2.759021883010864, "test_loss": 1.2326184182482607, "test_acc1": 70.54000243591308, "test_acc5": 89.65600253601075, "epoch": 92, "n_parameters": 8802912}
{"train_lr": 0.003602459085042744, "train_loss": 2.7571325706720353, "test_loss": 1.2376215874272234, "test_acc1": 70.50800260864258, "test_acc5": 89.75000231201172, "epoch": 93, "n_parameters": 8802912}
{"train_lr": 0.003594077186458248, "train_loss": 2.7484602867126466, "test_loss": 1.2216600714360966, "test_acc1": 70.50600241485596, "test_acc5": 89.85800260559083, "epoch": 94, "n_parameters": 8802912}
{"train_lr": 0.003585617838493613, "train_loss": 2.742923972773552, "test_loss": 1.2582991977824884, "test_acc1": 70.33200227508544, "test_acc5": 89.56000241027832, "epoch": 95, "n_parameters": 8802912}
{"train_lr": 0.0035770814534454225, "train_loss": 2.749069707942009, "test_loss": 1.1932634023182533, "test_acc1": 71.2320020413208, "test_acc5": 89.9020026385498, "epoch": 96, "n_parameters": 8802912}
{"train_lr": 0.003568468447365067, "train_loss": 2.741363721370697, "test_loss": 1.216847019160495, "test_acc1": 70.54800244293213, "test_acc5": 89.88000256622314, "epoch": 97, "n_parameters": 8802912}
{"train_lr": 0.0035597792400383233, "train_loss": 2.7341262596607208, "test_loss": 1.2126203806084745, "test_acc1": 71.04000236602784, "test_acc5": 90.0800025970459, "epoch": 98, "n_parameters": 8802912}
{"train_lr": 0.0035510142549648235, "train_loss": 2.743459006547928, "test_loss": 1.2090957892291687, "test_acc1": 71.19400203887939, "test_acc5": 89.82400218383789, "epoch": 99, "n_parameters": 8802912}
{"train_lr": 0.0035421739193377214, "train_loss": 2.7411962458610533, "test_loss": 1.263271478607374, "test_acc1": 69.88200216430664, "test_acc5": 89.40000239074708, "epoch": 100, "n_parameters": 8802912}
{"train_lr": 0.003533258664022372, "train_loss": 2.733297230052948, "test_loss": 1.2669737593216055, "test_acc1": 70.73800235412598, "test_acc5": 89.45000254669189, "epoch": 101, "n_parameters": 8802912}
{"train_lr": 0.0035242689235357775, "train_loss": 2.7277202188968657, "test_loss": 1.1923884990460731, "test_acc1": 71.24600225830078, "test_acc5": 90.11200247497558, "epoch": 102, "n_parameters": 8802912}
{"train_lr": 0.0035152051360252245, "train_loss": 2.721015006232262, "test_loss": 1.2059869332348598, "test_acc1": 70.74400211914063, "test_acc5": 89.96600235107422, "epoch": 103, "n_parameters": 8802912}
{"train_lr": 0.0035060677432469894, "train_loss": 2.72244071764946, "test_loss": 1.2031660969643032, "test_acc1": 70.85800234039307, "test_acc5": 89.96000231292724, "epoch": 104, "n_parameters": 8802912}
{"train_lr": 0.0034968571905445293, "train_loss": 2.713634927415848, "test_loss": 1.2625468728296898, "test_acc1": 70.04200245697021, "test_acc5": 89.39400263092041, "epoch": 105, "n_parameters": 8802912}
{"train_lr": 0.0034875739268273947, "train_loss": 2.7156151170969007, "test_loss": 1.1931169247802567, "test_acc1": 71.31000257019043, "test_acc5": 90.12000244934082, "epoch": 106, "n_parameters": 8802912}
{"train_lr": 0.00347821840454859, "train_loss": 2.7084970991134645, "test_loss": 1.2363116219639778, "test_acc1": 70.63000222167969, "test_acc5": 89.69800274200439, "epoch": 107, "n_parameters": 8802912}
{"train_lr": 0.003468791079683292, "train_loss": 2.71336643280983, "test_loss": 1.2005542486029512, "test_acc1": 70.95800235778809, "test_acc5": 90.04400251831055, "epoch": 108, "n_parameters": 8802912}
{"train_lr": 0.003459292411705684, "train_loss": 2.708950842499733, "test_loss": 1.2734895975274199, "test_acc1": 70.0660020602417, "test_acc5": 89.37800269256591, "epoch": 109, "n_parameters": 8802912}
{"train_lr": 0.003449722863567734, "train_loss": 2.711569919848442, "test_loss": 1.1708419890526462, "test_acc1": 71.41600223937988, "test_acc5": 90.35400227600098, "epoch": 110, "n_parameters": 8802912}
{"train_lr": 0.0034400829016756297, "train_loss": 2.71836285841465, "test_loss": 1.193154356935445, "test_acc1": 71.38400228424072, "test_acc5": 89.9120027734375, "epoch": 111, "n_parameters": 8802912}
{"train_lr": 0.0034303729958673978, "train_loss": 2.711472584056854, "test_loss": 1.2386341235216927, "test_acc1": 70.03200205444335, "test_acc5": 89.4400024105835, "epoch": 112, "n_parameters": 8802912}
{"train_lr": 0.0034205936193903307, "train_loss": 2.7141998252391817, "test_loss": 1.239805735209409, "test_acc1": 70.67000250579834, "test_acc5": 89.91400250549316, "epoch": 113, "n_parameters": 8802912}
{"train_lr": 0.0034107452488774006, "train_loss": 2.694856726717949, "test_loss": 1.1904923617839813, "test_acc1": 71.43600217163086, "test_acc5": 89.97000266967774, "epoch": 114, "n_parameters": 8802912}
{"train_lr": 0.0034008283643241475, "train_loss": 2.6965582564353943, "test_loss": 1.2092351676786648, "test_acc1": 70.8440021459961, "test_acc5": 89.87200218383789, "epoch": 115, "n_parameters": 8802912}
{"train_lr": 0.003390843449065705, "train_loss": 2.7017865480184553, "test_loss": 1.211741224369582, "test_acc1": 71.00800231750489, "test_acc5": 90.08400278686524, "epoch": 116, "n_parameters": 8802912}
{"train_lr": 0.0033807909897526967, "train_loss": 2.696418272638321, "test_loss": 1.2115104496479034, "test_acc1": 71.41800226257324, "test_acc5": 90.2200027420044, "epoch": 117, "n_parameters": 8802912}
{"train_lr": 0.0033706714763277455, "train_loss": 2.6976484503269194, "test_loss": 1.1957371164770687, "test_acc1": 70.95400230987549, "test_acc5": 90.15200232086181, "epoch": 118, "n_parameters": 8802912}
{"train_lr": 0.003360485402001723, "train_loss": 2.7006652145147325, "test_loss": 1.1483490907532328, "test_acc1": 71.86400246337891, "test_acc5": 90.69200231506348, "epoch": 119, "n_parameters": 8802912}
{"train_lr": 0.0033502332632295347, "train_loss": 2.6918533306121826, "test_loss": 1.1915686919408686, "test_acc1": 71.53600252288818, "test_acc5": 90.08600248291016, "epoch": 120, "n_parameters": 8802912}
{"train_lr": 0.003339915559685877, "train_loss": 2.684101654076576, "test_loss": 1.1945234734345884, "test_acc1": 71.380002449646, "test_acc5": 90.08200272613526, "epoch": 121, "n_parameters": 8802912}
{"train_lr": 0.0033295327942412492, "train_loss": 2.688681266283989, "test_loss": 1.2906139580642475, "test_acc1": 69.8520022076416, "test_acc5": 89.5080025137329, "epoch": 122, "n_parameters": 8802912}
{"train_lr": 0.003319085472936782, "train_loss": 2.6881786192417145, "test_loss": 1.2081944118527805, "test_acc1": 71.44600255950928, "test_acc5": 90.24600265594482, "epoch": 123, "n_parameters": 8802912}
{"train_lr": 0.0033085741049602795, "train_loss": 2.678794109749794, "test_loss": 1.1892642006278038, "test_acc1": 71.62000217163086, "test_acc5": 90.3540024053955, "epoch": 124, "n_parameters": 8802912}
{"train_lr": 0.003297999202620968, "train_loss": 2.682017682480812, "test_loss": 1.1772824100711767, "test_acc1": 71.80000256408691, "test_acc5": 90.70000240417481, "epoch": 125, "n_parameters": 8802912}
{"train_lr": 0.0032873612813246714, "train_loss": 2.678594740843773, "test_loss": 1.200793846126865, "test_acc1": 71.3000023602295, "test_acc5": 90.04800263916016, "epoch": 126, "n_parameters": 8802912}
{"train_lr": 0.003276660859548651, "train_loss": 2.674001724052429, "test_loss": 1.1759266507099657, "test_acc1": 71.64400240692139, "test_acc5": 90.29200252807617, "epoch": 127, "n_parameters": 8802912}
{"train_lr": 0.0032658984588163557, "train_loss": 2.6754158237218855, "test_loss": 1.2104625671225435, "test_acc1": 70.8500023236084, "test_acc5": 89.91800273895264, "epoch": 128, "n_parameters": 8802912}
{"train_lr": 0.003255074603672122, "train_loss": 2.677900793671608, "test_loss": 1.184881956261747, "test_acc1": 71.48600242401123, "test_acc5": 90.27000269775391, "epoch": 129, "n_parameters": 8802912}
{"train_lr": 0.003244189821655263, "train_loss": 2.6747010142326353, "test_loss": 1.2241844881106825, "test_acc1": 70.75600220733642, "test_acc5": 89.91600250518799, "epoch": 130, "n_parameters": 8802912}
{"train_lr": 0.003233244643274736, "train_loss": 2.666985640358925, "test_loss": 1.1913521381862022, "test_acc1": 71.27600249084473, "test_acc5": 90.27200258605957, "epoch": 131, "n_parameters": 8802912}
{"train_lr": 0.0032222396019829943, "train_loss": 2.6723787071466445, "test_loss": 1.20225558780572, "test_acc1": 71.80000215026855, "test_acc5": 90.484002527771, "epoch": 132, "n_parameters": 8802912}
{"train_lr": 0.0032111752341504192, "train_loss": 2.663997348880768, "test_loss": 1.2077304628842018, "test_acc1": 71.27400250152589, "test_acc5": 90.23200259429932, "epoch": 133, "n_parameters": 8802912}
{"train_lr": 0.0032000520790385592, "train_loss": 2.6693343281269075, "test_loss": 1.1650966997532284, "test_acc1": 71.64000235565186, "test_acc5": 90.43800235443115, "epoch": 134, "n_parameters": 8802912}
{"train_lr": 0.0031888706787743812, "train_loss": 2.661883883142471, "test_loss": 1.2126008614021189, "test_acc1": 71.43800234466553, "test_acc5": 90.36600261932374, "epoch": 135, "n_parameters": 8802912}
{"train_lr": 0.0031776315783234484, "train_loss": 2.6604898091316223, "test_loss": 1.1847548734615831, "test_acc1": 71.3720023425293, "test_acc5": 90.33800258544922, "epoch": 136, "n_parameters": 8802912}
{"train_lr": 0.0031663353254638284, "train_loss": 2.660472065258026, "test_loss": 1.1562395135269445, "test_acc1": 71.94600248565673, "test_acc5": 90.64200278106689, "epoch": 137, "n_parameters": 8802912}
{"train_lr": 0.0031549824707587932, "train_loss": 2.664892584967613, "test_loss": 1.1834398319616037, "test_acc1": 72.09600239318847, "test_acc5": 90.42000225372314, "epoch": 138, "n_parameters": 8802912}
{"train_lr": 0.003143573567530467, "train_loss": 2.6627353639125824, "test_loss": 1.2486067791195476, "test_acc1": 70.45000225616455, "test_acc5": 89.42600243774415, "epoch": 139, "n_parameters": 8802912}
{"train_lr": 0.0031321091718327755, "train_loss": 2.6514323102474213, "test_loss": 1.1431264084051638, "test_acc1": 72.07800213134766, "test_acc5": 90.76400256317139, "epoch": 140, "n_parameters": 8802912}
{"train_lr": 0.003120589842424192, "train_loss": 2.655152057623863, "test_loss": 1.1767640635371208, "test_acc1": 71.4720023776245, "test_acc5": 90.4320025604248, "epoch": 141, "n_parameters": 8802912}
{"train_lr": 0.0031090161407405044, "train_loss": 2.639615317106247, "test_loss": 1.1347106436596197, "test_acc1": 72.25000246734619, "test_acc5": 90.708002237854, "epoch": 142, "n_parameters": 8802912}
{"train_lr": 0.003097388630867618, "train_loss": 2.6509745678424834, "test_loss": 1.1263248298098059, "test_acc1": 72.24400234680176, "test_acc5": 90.74800236846924, "epoch": 143, "n_parameters": 8802912}
{"train_lr": 0.0030857078795141065, "train_loss": 2.645409398174286, "test_loss": 1.18303443403805, "test_acc1": 71.58600234985352, "test_acc5": 90.2900023348999, "epoch": 144, "n_parameters": 8802912}
{"train_lr": 0.0030739744559831164, "train_loss": 2.6473371891260147, "test_loss": 1.1482038156074637, "test_acc1": 71.8780023248291, "test_acc5": 90.63400276245117, "epoch": 145, "n_parameters": 8802912}
{"train_lr": 0.003062188932145215, "train_loss": 2.6329492732048037, "test_loss": 1.1652677186271723, "test_acc1": 72.13400230804443, "test_acc5": 90.61000246856689, "epoch": 146, "n_parameters": 8802912}
{"train_lr": 0.0030503518824103173, "train_loss": 2.6430299598693847, "test_loss": 1.1984967348330162, "test_acc1": 71.3280025454712, "test_acc5": 90.34400218933105, "epoch": 147, "n_parameters": 8802912}
{"train_lr": 0.0030384638836993723, "train_loss": 2.641696829319, "test_loss": 1.223995253443718, "test_acc1": 71.44600240478516, "test_acc5": 90.1920026296997, "epoch": 148, "n_parameters": 8802912}
{"train_lr": 0.003026525515416759, "train_loss": 2.632146650004387, "test_loss": 1.1759142860331957, "test_acc1": 71.91800233795166, "test_acc5": 90.59600252716065, "epoch": 149, "n_parameters": 8802912}
{"train_lr": 0.0030145373594217015, "train_loss": 2.636480943775177, "test_loss": 1.128433358581627, "test_acc1": 72.64000220977783, "test_acc5": 90.952002527771, "epoch": 150, "n_parameters": 8802912}
{"train_lr": 0.0030025000000000156, "train_loss": 2.6319951573133467, "test_loss": 1.186610540484681, "test_acc1": 71.68800260528565, "test_acc5": 90.39800204193115, "epoch": 151, "n_parameters": 8802912}
{"train_lr": 0.0029904140238355007, "train_loss": 2.62986329703331, "test_loss": 1.1822106476654024, "test_acc1": 71.75200229431152, "test_acc5": 90.3340025946045, "epoch": 152, "n_parameters": 8802912}
{"train_lr": 0.0029782800199817903, "train_loss": 2.6230160806417464, "test_loss": 1.1357619311003124, "test_acc1": 72.60000257843018, "test_acc5": 90.67400257781982, "epoch": 153, "n_parameters": 8802912}
{"train_lr": 0.0029660985798329416, "train_loss": 2.6331616760492325, "test_loss": 1.1696988970917814, "test_acc1": 71.82200262237549, "test_acc5": 90.52800233215332, "epoch": 154, "n_parameters": 8802912}
{"train_lr": 0.0029538702970952164, "train_loss": 2.630023702287674, "test_loss": 1.1325136317926294, "test_acc1": 71.98600257904053, "test_acc5": 90.97800230987549, "epoch": 155, "n_parameters": 8802912}
{"train_lr": 0.0029415957677578724, "train_loss": 2.6157315504074097, "test_loss": 1.1464958488941193, "test_acc1": 72.0660022619629, "test_acc5": 90.48200245300293, "epoch": 156, "n_parameters": 8802912}
{"train_lr": 0.002929275590064108, "train_loss": 2.6222502685785294, "test_loss": 1.1982037880841423, "test_acc1": 71.55400256622315, "test_acc5": 90.39400268096924, "epoch": 157, "n_parameters": 8802912}
{"train_lr": 0.002916910364482115, "train_loss": 2.6114053263425827, "test_loss": 1.2099787807639908, "test_acc1": 71.08200244415283, "test_acc5": 90.24000278717041, "epoch": 158, "n_parameters": 8802912}
{"train_lr": 0.0029045006936754257, "train_loss": 2.6298371148109436, "test_loss": 1.1921825930476189, "test_acc1": 71.77200267150879, "test_acc5": 90.44200236785889, "epoch": 159, "n_parameters": 8802912}
{"train_lr": 0.0028920471824738832, "train_loss": 2.607103025650978, "test_loss": 1.1250100784442003, "test_acc1": 72.29000252227783, "test_acc5": 91.05200239593506, "epoch": 160, "n_parameters": 8802912}
{"train_lr": 0.0028795504378442225, "train_loss": 2.6031004187345506, "test_loss": 1.128390966092839, "test_acc1": 72.43600252441406, "test_acc5": 91.00800245758056, "epoch": 161, "n_parameters": 8802912}
{"train_lr": 0.002867011068859989, "train_loss": 2.6127615695476534, "test_loss": 1.1785339774454342, "test_acc1": 71.67600199768066, "test_acc5": 90.53400247772217, "epoch": 162, "n_parameters": 8802912}
{"train_lr": 0.0028544296866723304, "train_loss": 2.6016048929452897, "test_loss": 1.117519370992394, "test_acc1": 72.73400228515625, "test_acc5": 91.28800221862792, "epoch": 163, "n_parameters": 8802912}
{"train_lr": 0.0028418069044801562, "train_loss": 2.6044637111902236, "test_loss": 1.1320514860836899, "test_acc1": 72.42200228698731, "test_acc5": 90.87800283386231, "epoch": 164, "n_parameters": 8802912}
{"train_lr": 0.0028291433375, "train_loss": 2.608439180970192, "test_loss": 1.1847845359760172, "test_acc1": 71.83800240783691, "test_acc5": 90.36600278930663, "epoch": 165, "n_parameters": 8802912}
{"train_lr": 0.002816439602936208, "train_loss": 2.5928482845067977, "test_loss": 1.1859395933501862, "test_acc1": 71.96600265197753, "test_acc5": 90.75800258483886, "epoch": 166, "n_parameters": 8802912}
{"train_lr": 0.002803696319950981, "train_loss": 2.6005174310445787, "test_loss": 1.16901648964952, "test_acc1": 71.71200243896484, "test_acc5": 90.45600274261474, "epoch": 167, "n_parameters": 8802912}
{"train_lr": 0.0027909141096339935, "train_loss": 2.6074734619617463, "test_loss": 1.1616473452133291, "test_acc1": 72.59000288513184, "test_acc5": 90.6820027481079, "epoch": 168, "n_parameters": 8802912}
{"train_lr": 0.002778093594971943, "train_loss": 2.5931850266695022, "test_loss": 1.1688530445098877, "test_acc1": 72.14000259918213, "test_acc5": 90.74600259094238, "epoch": 169, "n_parameters": 8802912}
{"train_lr": 0.002765235400818761, "train_loss": 2.5934141369581223, "test_loss": 1.1238390378215735, "test_acc1": 72.48000247161865, "test_acc5": 90.92200277832032, "epoch": 170, "n_parameters": 8802912}
{"train_lr": 0.0027523401538647224, "train_loss": 2.59390983774662, "test_loss": 1.1270536712425596, "test_acc1": 72.31800257080079, "test_acc5": 90.93200239379883, "epoch": 171, "n_parameters": 8802912}
{"train_lr": 0.002739408482605956, "train_loss": 2.587843846297264, "test_loss": 1.1475514120915358, "test_acc1": 72.41800236846923, "test_acc5": 90.82000228729248, "epoch": 172, "n_parameters": 8802912}
{"train_lr": 0.002726441017313784, "train_loss": 2.581195289158821, "test_loss": 1.1433854372624088, "test_acc1": 72.38600246185302, "test_acc5": 90.91800246582031, "epoch": 173, "n_parameters": 8802912}
{"train_lr": 0.002713438390004251, "train_loss": 2.584689849972725, "test_loss": 1.1281452292905134, "test_acc1": 72.81200222625732, "test_acc5": 90.84400266937256, "epoch": 174, "n_parameters": 8802912}
{"train_lr": 0.0027004012344070075, "train_loss": 2.583056979584694, "test_loss": 1.1493739051853908, "test_acc1": 72.1320024142456, "test_acc5": 90.66200204223632, "epoch": 175, "n_parameters": 8802912}
{"train_lr": 0.0026873301859347007, "train_loss": 2.5788612841129304, "test_loss": 1.182425534023958, "test_acc1": 72.1060023400879, "test_acc5": 90.48600250152587, "epoch": 176, "n_parameters": 8802912}
{"train_lr": 0.002674225881651733, "train_loss": 2.5814184900045394, "test_loss": 1.1419935824678225, "test_acc1": 72.62800236785888, "test_acc5": 91.0140026123047, "epoch": 177, "n_parameters": 8802912}
{"train_lr": 0.0026610889602434354, "train_loss": 2.5790953180074694, "test_loss": 1.118449683794204, "test_acc1": 72.19600240783691, "test_acc5": 91.04200250793457, "epoch": 178, "n_parameters": 8802912}
{"train_lr": 0.0026479200619848845, "train_loss": 2.573088735413551, "test_loss": 1.1011702801813097, "test_acc1": 72.95600268981934, "test_acc5": 91.22800257019043, "epoch": 179, "n_parameters": 8802912}
{"train_lr": 0.0026347198287094897, "train_loss": 2.575206805109978, "test_loss": 1.1347377988345482, "test_acc1": 72.73200262176513, "test_acc5": 90.90000244354248, "epoch": 180, "n_parameters": 8802912}
{"train_lr": 0.0026214889037780493, "train_loss": 2.5807328763246535, "test_loss": 1.1208167957032429, "test_acc1": 72.94000228881836, "test_acc5": 91.20000250823975, "epoch": 181, "n_parameters": 8802912}
{"train_lr": 0.0026082279320471633, "train_loss": 2.587697632265091, "test_loss": 1.1356581800124224, "test_acc1": 72.66800257751464, "test_acc5": 90.84000229187012, "epoch": 182, "n_parameters": 8802912}
{"train_lr": 0.0025949375598379055, "train_loss": 2.5760198566675188, "test_loss": 1.1258967562633402, "test_acc1": 72.79200242156982, "test_acc5": 91.01400235443116, "epoch": 183, "n_parameters": 8802912}
{"train_lr": 0.0025816184349041886, "train_loss": 2.574317347407341, "test_loss": 1.1552698515793856, "test_acc1": 72.16600228149414, "test_acc5": 90.65600266418457, "epoch": 184, "n_parameters": 8802912}
{"train_lr": 0.0025682712064015187, "train_loss": 2.556429031252861, "test_loss": 1.1358413827769898, "test_acc1": 73.09400231414794, "test_acc5": 90.93200226745606, "epoch": 185, "n_parameters": 8802912}
{"train_lr": 0.002554896524854948, "train_loss": 2.5702195051431658, "test_loss": 1.1258788060616045, "test_acc1": 72.73800241516113, "test_acc5": 91.08800276000977, "epoch": 186, "n_parameters": 8802912}
{"train_lr": 0.0025414950421274317, "train_loss": 2.5643902470827102, "test_loss": 1.1001654574099708, "test_acc1": 73.11800225738526, "test_acc5": 91.2120027368164, "epoch": 187, "n_parameters": 8802912}
{"train_lr": 0.002528067411388543, "train_loss": 2.5546228750705717, "test_loss": 1.114708869772799, "test_acc1": 72.63200235778808, "test_acc5": 91.21000243469238, "epoch": 188, "n_parameters": 8802912}
{"train_lr": 0.0025146142870819286, "train_loss": 2.5554607296943663, "test_loss": 1.1099232945810347, "test_acc1": 72.78000221740723, "test_acc5": 91.09200276550293, "epoch": 189, "n_parameters": 8802912}
{"train_lr": 0.002501136324893901, "train_loss": 2.56572049844265, "test_loss": 1.0967789697734749, "test_acc1": 73.00600224395752, "test_acc5": 91.34800255035401, "epoch": 190, "n_parameters": 8802912}
{"train_lr": 0.002487634181721322, "train_loss": 2.5525357033014298, "test_loss": 1.072232031427762, "test_acc1": 73.68400241973877, "test_acc5": 91.62600219329833, "epoch": 191, "n_parameters": 8802912}
{"train_lr": 0.002474108515639672, "train_loss": 2.5491821521520617, "test_loss": 1.113099125378272, "test_acc1": 73.0140023336792, "test_acc5": 91.19600248260498, "epoch": 192, "n_parameters": 8802912}
{"train_lr": 0.002460559985870747, "train_loss": 2.5579778899908066, "test_loss": 1.0711433804210495, "test_acc1": 73.46000260192871, "test_acc5": 91.52400237915039, "epoch": 193, "n_parameters": 8802912}
{"train_lr": 0.002446989252750831, "train_loss": 2.5417408557891847, "test_loss": 1.1391959133393623, "test_acc1": 72.68200261627197, "test_acc5": 90.9940023236084, "epoch": 194, "n_parameters": 8802912}
{"train_lr": 0.002433396977698326, "train_loss": 2.5498608253479005, "test_loss": 1.0891889596686644, "test_acc1": 73.45600240600587, "test_acc5": 91.44000239135742, "epoch": 195, "n_parameters": 8802912}
{"train_lr": 0.0024197838231814215, "train_loss": 2.5418812530994415, "test_loss": 1.0774515985566027, "test_acc1": 73.6460024130249, "test_acc5": 91.5360027142334, "epoch": 196, "n_parameters": 8802912}
{"train_lr": 0.002406150452686214, "train_loss": 2.5348350748062134, "test_loss": 1.143979862332344, "test_acc1": 72.31400230255127, "test_acc5": 90.8180028994751, "epoch": 197, "n_parameters": 8802912}
{"train_lr": 0.0023924975306838653, "train_loss": 2.544350483083725, "test_loss": 1.0814029495505726, "test_acc1": 73.59400250061036, "test_acc5": 91.46600270904541, "epoch": 198, "n_parameters": 8802912}
{"train_lr": 0.0023788257225985116, "train_loss": 2.54661043817997, "test_loss": 1.1208867084454088, "test_acc1": 73.19400227661133, "test_acc5": 90.8820028149414, "epoch": 199, "n_parameters": 8802912}
{"train_lr": 0.002365135694774904, "train_loss": 2.538269160723686, "test_loss": 1.091546661713544, "test_acc1": 73.51000256958008, "test_acc5": 91.53000242950439, "epoch": 200, "n_parameters": 8802912}
{"train_lr": 0.0023514281144455126, "train_loss": 2.5387278804302214, "test_loss": 1.0999216222587753, "test_acc1": 73.4840027178955, "test_acc5": 91.37800279083253, "epoch": 201, "n_parameters": 8802912}
{"train_lr": 0.002337703649698603, "train_loss": 2.534332941699028, "test_loss": 1.1123261416659636, "test_acc1": 73.03600240203858, "test_acc5": 91.20400272583008, "epoch": 202, "n_parameters": 8802912}
{"train_lr": 0.002323962969445206, "train_loss": 2.526767383813858, "test_loss": 1.0508502241881454, "test_acc1": 74.12000233276368, "test_acc5": 91.83000274505615, "epoch": 203, "n_parameters": 8802912}
{"train_lr": 0.002310206743386666, "train_loss": 2.521291253066063, "test_loss": 1.1033476724782412, "test_acc1": 73.26200255889893, "test_acc5": 91.39200235717773, "epoch": 204, "n_parameters": 8802912}
{"train_lr": 0.002296435641982043, "train_loss": 2.528657273244858, "test_loss": 1.052001643268501, "test_acc1": 74.16400247833252, "test_acc5": 91.82800264709472, "epoch": 205, "n_parameters": 8802912}
{"train_lr": 0.0022826503364153008, "train_loss": 2.516057552862167, "test_loss": 1.1017902274342144, "test_acc1": 73.19600234344482, "test_acc5": 91.19000254119874, "epoch": 206, "n_parameters": 8802912}
{"train_lr": 0.002268851498562944, "train_loss": 2.538595021247864, "test_loss": 1.0500936067717916, "test_acc1": 73.88800272247315, "test_acc5": 91.8300022314453, "epoch": 207, "n_parameters": 8802912}
{"train_lr": 0.0022550398009608037, "train_loss": 2.529685878634453, "test_loss": 1.1305344472913181, "test_acc1": 72.54200221191407, "test_acc5": 90.9720026638794, "epoch": 208, "n_parameters": 8802912}
{"train_lr": 0.002241215916771494, "train_loss": 2.5152113378763197, "test_loss": 1.0899192776311846, "test_acc1": 73.44000264343262, "test_acc5": 91.42400230499267, "epoch": 209, "n_parameters": 8802912}
{"train_lr": 0.0022273805197516256, "train_loss": 2.514386184000969, "test_loss": 1.1236931063673075, "test_acc1": 73.11600250823975, "test_acc5": 91.32600272216797, "epoch": 210, "n_parameters": 8802912}
{"train_lr": 0.0022135342842189523, "train_loss": 2.5174347745656966, "test_loss": 1.132155286915162, "test_acc1": 73.51400250457763, "test_acc5": 91.51400258605958, "epoch": 211, "n_parameters": 8802912}
{"train_lr": 0.002199677885019512, "train_loss": 2.522267490696907, "test_loss": 1.1270191807518988, "test_acc1": 72.85400230743409, "test_acc5": 91.30400253540039, "epoch": 212, "n_parameters": 8802912}
{"train_lr": 0.002185811997494599, "train_loss": 2.5220797347307204, "test_loss": 1.0744847495327978, "test_acc1": 74.14600222961425, "test_acc5": 91.67000270935058, "epoch": 213, "n_parameters": 8802912}
{"train_lr": 0.0021719372974480025, "train_loss": 2.508114530825615, "test_loss": 1.0909595645087606, "test_acc1": 73.37600252044678, "test_acc5": 91.67200236816406, "epoch": 214, "n_parameters": 8802912}
{"train_lr": 0.002158054461113036, "train_loss": 2.5124550097465517, "test_loss": 1.072978124679888, "test_acc1": 74.12400251983642, "test_acc5": 91.75200248840332, "epoch": 215, "n_parameters": 8802912}
{"train_lr": 0.0021441641651195054, "train_loss": 2.512985480761528, "test_loss": 1.0711318070397657, "test_acc1": 74.01200238098144, "test_acc5": 91.62000252410888, "epoch": 216, "n_parameters": 8802912}
{"train_lr": 0.0021302670864609768, "train_loss": 2.4981127818107605, "test_loss": 1.0955076226416756, "test_acc1": 73.36600226806641, "test_acc5": 91.49600238769531, "epoch": 217, "n_parameters": 8802912}
{"train_lr": 0.0021163639024613505, "train_loss": 2.5086812860012055, "test_loss": 1.117870643734932, "test_acc1": 73.15800254089355, "test_acc5": 91.31400268035888, "epoch": 218, "n_parameters": 8802912}
{"train_lr": 0.002102455290742262, "train_loss": 2.500440197467804, "test_loss": 1.0767008364200592, "test_acc1": 73.96000260498047, "test_acc5": 91.55800237426757, "epoch": 219, "n_parameters": 8802912}
{"train_lr": 0.0020885419291897665, "train_loss": 2.4993754625558853, "test_loss": 1.1081211378469187, "test_acc1": 73.37000230743408, "test_acc5": 91.49400250762939, "epoch": 220, "n_parameters": 8802912}
{"train_lr": 0.0020746244959214863, "train_loss": 2.491419598913193, "test_loss": 1.0986771423588781, "test_acc1": 73.53600260772706, "test_acc5": 91.3100027090454, "epoch": 221, "n_parameters": 8802912}
{"train_lr": 0.0020607036692535004, "train_loss": 2.494174570417404, "test_loss": 1.0759035530774033, "test_acc1": 73.9100021484375, "test_acc5": 91.62200292572021, "epoch": 222, "n_parameters": 8802912}
{"train_lr": 0.0020467801276673257, "train_loss": 2.4903147062540056, "test_loss": 1.0543653084074749, "test_acc1": 74.39800264892578, "test_acc5": 91.95600281158447, "epoch": 223, "n_parameters": 8802912}
{"train_lr": 0.0020328545497765972, "train_loss": 2.4957724907159804, "test_loss": 1.087625122464755, "test_acc1": 73.67800223754882, "test_acc5": 91.70600235198975, "epoch": 224, "n_parameters": 8802912}
{"train_lr": 0.002018927614294425, "train_loss": 2.488828461027145, "test_loss": 1.0242567754843657, "test_acc1": 74.74200256744385, "test_acc5": 92.254002527771, "epoch": 225, "n_parameters": 8802912}
{"train_lr": 0.0020050000000000176, "train_loss": 2.490553906393051, "test_loss": 1.060360787107664, "test_acc1": 74.18000267456054, "test_acc5": 91.57800261322022, "epoch": 226, "n_parameters": 8802912}
{"train_lr": 0.001991072385705573, "train_loss": 2.477818633508682, "test_loss": 1.0360273447106867, "test_acc1": 74.45600251983643, "test_acc5": 92.12400261138916, "epoch": 227, "n_parameters": 8802912}
{"train_lr": 0.001977145450223401, "train_loss": 2.486578170442581, "test_loss": 1.0727028272607748, "test_acc1": 73.97800247131347, "test_acc5": 91.69800241607666, "epoch": 228, "n_parameters": 8802912}
{"train_lr": 0.0019632198723327173, "train_loss": 2.4801866537094117, "test_loss": 1.0577357917585795, "test_acc1": 74.23000261779785, "test_acc5": 91.96800282592774, "epoch": 229, "n_parameters": 8802912}
{"train_lr": 0.0019492963307464952, "train_loss": 2.4804067786455155, "test_loss": 1.0660248560940517, "test_acc1": 73.92200257293702, "test_acc5": 91.64600279846191, "epoch": 230, "n_parameters": 8802912}
{"train_lr": 0.001935375504078517, "train_loss": 2.4687070182323456, "test_loss": 1.0597361650537043, "test_acc1": 74.26800237884521, "test_acc5": 91.92600259155273, "epoch": 231, "n_parameters": 8802912}
{"train_lr": 0.001921458070810235, "train_loss": 2.4768204506874083, "test_loss": 1.0257845672176165, "test_acc1": 74.68800270385742, "test_acc5": 92.2100024609375, "epoch": 232, "n_parameters": 8802912}
{"train_lr": 0.0019075447092577794, "train_loss": 2.46774526321888, "test_loss": 1.020549598204739, "test_acc1": 74.90200233856201, "test_acc5": 92.09200266754151, "epoch": 233, "n_parameters": 8802912}
{"train_lr": 0.0018936360975386397, "train_loss": 2.469535802912712, "test_loss": 0.9928030415492899, "test_acc1": 75.27800255737304, "test_acc5": 92.32400263061524, "epoch": 234, "n_parameters": 8802912}
{"train_lr": 0.0018797329135390225, "train_loss": 2.4706064199924467, "test_loss": 1.0519538179916494, "test_acc1": 74.11000265625, "test_acc5": 91.91000253570557, "epoch": 235, "n_parameters": 8802912}
{"train_lr": 0.001865835834880448, "train_loss": 2.4715217574596404, "test_loss": 1.0420573949813843, "test_acc1": 74.34800219299316, "test_acc5": 92.07600243591308, "epoch": 236, "n_parameters": 8802912}
{"train_lr": 0.0018519455388870075, "train_loss": 2.4627477085351943, "test_loss": 1.0235423014006193, "test_acc1": 74.7640028540039, "test_acc5": 92.07600255340576, "epoch": 237, "n_parameters": 8802912}
{"train_lr": 0.0018380627025520412, "train_loss": 2.460023950481415, "test_loss": 1.0071833517183275, "test_acc1": 74.85200255737304, "test_acc5": 92.28200225708008, "epoch": 238, "n_parameters": 8802912}
{"train_lr": 0.001824188002505409, "train_loss": 2.469959481334686, "test_loss": 1.166262144332423, "test_acc1": 72.48800257049561, "test_acc5": 91.34600257537842, "epoch": 239, "n_parameters": 8802912}
{"train_lr": 0.0018103221149804824, "train_loss": 2.4578725676059725, "test_loss": 1.070676745079896, "test_acc1": 73.94400226257324, "test_acc5": 91.91000279815674, "epoch": 240, "n_parameters": 8802912}
{"train_lr": 0.0017964657157810383, "train_loss": 2.444655114555359, "test_loss": 1.0800352232421147, "test_acc1": 74.17600243652343, "test_acc5": 91.85400252410889, "epoch": 241, "n_parameters": 8802912}
{"train_lr": 0.0017826194802483815, "train_loss": 2.4487457510709763, "test_loss": 1.034357904949609, "test_acc1": 74.53400223449707, "test_acc5": 91.85000267089843, "epoch": 242, "n_parameters": 8802912}
{"train_lr": 0.0017687840832285521, "train_loss": 2.449190316438675, "test_loss": 1.0487424814525772, "test_acc1": 74.92400251403808, "test_acc5": 92.10400250549317, "epoch": 243, "n_parameters": 8802912}
{"train_lr": 0.0017549601990392034, "train_loss": 2.4490826187372208, "test_loss": 1.0805276323329, "test_acc1": 73.95400270599366, "test_acc5": 91.82000235168456, "epoch": 244, "n_parameters": 8802912}
{"train_lr": 0.001741148501437039, "train_loss": 2.4471388262033464, "test_loss": 1.0856803596458013, "test_acc1": 73.65200241668701, "test_acc5": 91.82800239837647, "epoch": 245, "n_parameters": 8802912}
{"train_lr": 0.0017273496635846672, "train_loss": 2.4539292171001432, "test_loss": 1.03655271736138, "test_acc1": 74.5660026321411, "test_acc5": 92.10600242156983, "epoch": 246, "n_parameters": 8802912}
{"train_lr": 0.0017135643580179704, "train_loss": 2.4469535983800887, "test_loss": 1.0087965590988888, "test_acc1": 75.17400241485596, "test_acc5": 92.54400261779786, "epoch": 247, "n_parameters": 8802912}
{"train_lr": 0.0016997932566133241, "train_loss": 2.444410781955719, "test_loss": 1.0247314309372622, "test_acc1": 74.59600245056153, "test_acc5": 92.07800263061523, "epoch": 248, "n_parameters": 8802912}
{"train_lr": 0.0016860370305547992, "train_loss": 2.4308273503303526, "test_loss": 1.0320759124177343, "test_acc1": 74.78600229370117, "test_acc5": 92.29200270019531, "epoch": 249, "n_parameters": 8802912}
{"train_lr": 0.00167229635030139, "train_loss": 2.4275312590122224, "test_loss": 0.998486482702634, "test_acc1": 75.31200241699219, "test_acc5": 92.37200247497559, "epoch": 250, "n_parameters": 8802912}
{"train_lr": 0.0016585718855544908, "train_loss": 2.430759438252449, "test_loss": 1.0259777138776638, "test_acc1": 74.97600257110595, "test_acc5": 92.29400238006592, "epoch": 251, "n_parameters": 8802912}
{"train_lr": 0.0016448643052251444, "train_loss": 2.436187075996399, "test_loss": 1.0252608503488934, "test_acc1": 75.1060025088501, "test_acc5": 92.31800235137939, "epoch": 252, "n_parameters": 8802912}
{"train_lr": 0.0016311742774014707, "train_loss": 2.4226906020879744, "test_loss": 1.0081365014262058, "test_acc1": 75.16000274536133, "test_acc5": 92.45000248321533, "epoch": 253, "n_parameters": 8802912}
{"train_lr": 0.0016175024693161407, "train_loss": 2.4258243584871293, "test_loss": 1.0081383568399094, "test_acc1": 75.10200262573242, "test_acc5": 92.52200285644531, "epoch": 254, "n_parameters": 8802912}
{"train_lr": 0.0016038495473138241, "train_loss": 2.415545753073692, "test_loss": 1.0118173485731377, "test_acc1": 74.8900023171997, "test_acc5": 92.38800250457764, "epoch": 255, "n_parameters": 8802912}
{"train_lr": 0.001590216176818559, "train_loss": 2.4230620580911637, "test_loss": 0.9836603933397461, "test_acc1": 75.62000253448487, "test_acc5": 92.67800249145508, "epoch": 256, "n_parameters": 8802912}
{"train_lr": 0.0015766030223016928, "train_loss": 2.4250809122800825, "test_loss": 0.9980065629762762, "test_acc1": 75.47600234466553, "test_acc5": 92.37600257507324, "epoch": 257, "n_parameters": 8802912}
{"train_lr": 0.0015630107472491771, "train_loss": 2.4182885842323305, "test_loss": 1.003571409951238, "test_acc1": 75.41200240478516, "test_acc5": 92.67800252532959, "epoch": 258, "n_parameters": 8802912}
{"train_lr": 0.0015494400141292598, "train_loss": 2.4167381868362425, "test_loss": 1.0201460563522928, "test_acc1": 74.8120025592041, "test_acc5": 92.36600265045166, "epoch": 259, "n_parameters": 8802912}
{"train_lr": 0.001535891484360313, "train_loss": 2.412824540567398, "test_loss": 1.0581611210809034, "test_acc1": 74.58000227508545, "test_acc5": 92.12400251068115, "epoch": 260, "n_parameters": 8802912}
{"train_lr": 0.0015223658182786706, "train_loss": 2.4184564230203627, "test_loss": 0.9861624370164731, "test_acc1": 75.53200234954834, "test_acc5": 92.73800259216308, "epoch": 261, "n_parameters": 8802912}
{"train_lr": 0.0015088636751061355, "train_loss": 2.4104201919078827, "test_loss": 1.0040870151099037, "test_acc1": 75.5400024810791, "test_acc5": 92.3800025164795, "epoch": 262, "n_parameters": 8802912}
{"train_lr": 0.0014953857129180808, "train_loss": 2.4053339702129364, "test_loss": 1.0213478067341972, "test_acc1": 75.12600247253418, "test_acc5": 92.18400234680176, "epoch": 263, "n_parameters": 8802912}
{"train_lr": 0.001481932588611488, "train_loss": 2.4035803348064424, "test_loss": 1.0133089565617197, "test_acc1": 75.0080026739502, "test_acc5": 92.44600238250733, "epoch": 264, "n_parameters": 8802912}
{"train_lr": 0.001468504957872541, "train_loss": 2.4052466153621674, "test_loss": 0.9823872642043758, "test_acc1": 75.79600258789063, "test_acc5": 92.81000237365723, "epoch": 265, "n_parameters": 8802912}
{"train_lr": 0.0014551034751450972, "train_loss": 2.4011172059774397, "test_loss": 1.0269925142912304, "test_acc1": 75.24800248565674, "test_acc5": 92.3560025668335, "epoch": 266, "n_parameters": 8802912}
{"train_lr": 0.0014417287935984719, "train_loss": 2.3984264409303666, "test_loss": 0.9993550306295648, "test_acc1": 75.23600236083985, "test_acc5": 92.4220023739624, "epoch": 267, "n_parameters": 8802912}
{"train_lr": 0.0014283815650957576, "train_loss": 2.3996414154291155, "test_loss": 1.0062363717485876, "test_acc1": 75.13800256225586, "test_acc5": 92.358002371521, "epoch": 268, "n_parameters": 8802912}
{"train_lr": 0.00141506244016212, "train_loss": 2.3978533087968827, "test_loss": 0.9750935444060493, "test_acc1": 75.7460026095581, "test_acc5": 92.8600029385376, "epoch": 269, "n_parameters": 8802912}
{"train_lr": 0.0014017720679528809, "train_loss": 2.3873388515472413, "test_loss": 0.9933815000250059, "test_acc1": 75.68200256011963, "test_acc5": 92.50200249664307, "epoch": 270, "n_parameters": 8802912}
{"train_lr": 0.001388511096221964, "train_loss": 2.3880348885059357, "test_loss": 0.9784809552571353, "test_acc1": 75.80200262573243, "test_acc5": 92.67200243041992, "epoch": 271, "n_parameters": 8802912}
{"train_lr": 0.0013752801712905223, "train_loss": 2.3939721091032027, "test_loss": 0.9513416485313106, "test_acc1": 76.26600255065918, "test_acc5": 92.95200276550293, "epoch": 272, "n_parameters": 8802912}
{"train_lr": 0.0013620799380151495, "train_loss": 2.378580770611763, "test_loss": 0.9594222390476395, "test_acc1": 76.00800240936279, "test_acc5": 92.850002421875, "epoch": 273, "n_parameters": 8802912}
{"train_lr": 0.0013489110397565372, "train_loss": 2.392060397863388, "test_loss": 0.9782284000778899, "test_acc1": 75.54400265594482, "test_acc5": 92.77600272003174, "epoch": 274, "n_parameters": 8802912}
{"train_lr": 0.0013357741183482558, "train_loss": 2.382560392832756, "test_loss": 0.9615063790012809, "test_acc1": 76.07400250457763, "test_acc5": 92.86200240997314, "epoch": 275, "n_parameters": 8802912}
{"train_lr": 0.0013226698140652842, "train_loss": 2.3745041449308397, "test_loss": 0.9912158645251218, "test_acc1": 76.0180023751831, "test_acc5": 92.77200273590088, "epoch": 276, "n_parameters": 8802912}
{"train_lr": 0.001309598765592993, "train_loss": 2.3870569831848143, "test_loss": 0.9912875572986463, "test_acc1": 75.4680025479126, "test_acc5": 92.80000256469727, "epoch": 277, "n_parameters": 8802912}
{"train_lr": 0.0012965616099957775, "train_loss": 2.3743462139368057, "test_loss": 1.0167885405175827, "test_acc1": 75.56200237640381, "test_acc5": 92.49600265625, "epoch": 278, "n_parameters": 8802912}
{"train_lr": 0.0012835589826862073, "train_loss": 2.371912781739235, "test_loss": 0.9812103122034493, "test_acc1": 75.88200265167237, "test_acc5": 92.70400253234864, "epoch": 279, "n_parameters": 8802912}
{"train_lr": 0.0012705915173940611, "train_loss": 2.3629370184898377, "test_loss": 0.9747664972263224, "test_acc1": 76.03400268463135, "test_acc5": 92.86000253814697, "epoch": 280, "n_parameters": 8802912}
{"train_lr": 0.0012576598461352462, "train_loss": 2.371208876991272, "test_loss": 0.9573772643857142, "test_acc1": 76.43000236694336, "test_acc5": 92.94600271484374, "epoch": 281, "n_parameters": 8802912}
{"train_lr": 0.0012447645991812122, "train_loss": 2.3600691187858582, "test_loss": 1.0026746427311617, "test_acc1": 75.87400247955323, "test_acc5": 92.54400256103516, "epoch": 282, "n_parameters": 8802912}
{"train_lr": 0.001231906405028045, "train_loss": 2.373417446422577, "test_loss": 0.9672680793001371, "test_acc1": 76.33600237579346, "test_acc5": 92.9960029095459, "epoch": 283, "n_parameters": 8802912}
{"train_lr": 0.0012190858903660415, "train_loss": 2.3592100303173065, "test_loss": 0.9725156866890543, "test_acc1": 75.99600247589112, "test_acc5": 92.67600259155273, "epoch": 284, "n_parameters": 8802912}
{"train_lr": 0.0012063036800490023, "train_loss": 2.3650057861566545, "test_loss": 0.9488397589062944, "test_acc1": 76.42800273864746, "test_acc5": 93.27200248138428, "epoch": 285, "n_parameters": 8802912}
{"train_lr": 0.0011935603970637625, "train_loss": 2.3528033335208893, "test_loss": 0.9492182021631914, "test_acc1": 76.58400264312745, "test_acc5": 92.98200251068116, "epoch": 286, "n_parameters": 8802912}
{"train_lr": 0.0011808566625000356, "train_loss": 2.353589914727211, "test_loss": 1.0051489154643871, "test_acc1": 75.86400267944336, "test_acc5": 92.63400263183594, "epoch": 287, "n_parameters": 8802912}
{"train_lr": 0.0011681930955198627, "train_loss": 2.3433619570732116, "test_loss": 0.9575225932194906, "test_acc1": 76.24600258209229, "test_acc5": 92.87200269989013, "epoch": 288, "n_parameters": 8802912}
{"train_lr": 0.0011555703133276894, "train_loss": 2.343400845503807, "test_loss": 0.9462038348702824, "test_acc1": 76.23800230865479, "test_acc5": 93.10200283416748, "epoch": 289, "n_parameters": 8802912}
{"train_lr": 0.0011429889311400574, "train_loss": 2.336573574781418, "test_loss": 0.9556533036863103, "test_acc1": 76.36800242462158, "test_acc5": 93.10800251037598, "epoch": 290, "n_parameters": 8802912}
{"train_lr": 0.0011304495621557978, "train_loss": 2.3357489563941956, "test_loss": 0.9453259548720192, "test_acc1": 76.42200252502441, "test_acc5": 93.16800236938477, "epoch": 291, "n_parameters": 8802912}
{"train_lr": 0.0011179528175260622, "train_loss": 2.342373822808266, "test_loss": 1.0194665158496183, "test_acc1": 75.40600251708985, "test_acc5": 92.58600239074707, "epoch": 292, "n_parameters": 8802912}
{"train_lr": 0.0011054993063245714, "train_loss": 2.342305346941948, "test_loss": 0.9247610174557742, "test_acc1": 76.88200223815917, "test_acc5": 93.34000252197265, "epoch": 293, "n_parameters": 8802912}
{"train_lr": 0.0010930896355179074, "train_loss": 2.3317987708568575, "test_loss": 0.9394776582279626, "test_acc1": 76.48200255859375, "test_acc5": 92.99200259490966, "epoch": 294, "n_parameters": 8802912}
{"train_lr": 0.0010807244099358875, "train_loss": 2.335050850224495, "test_loss": 0.9719734180937795, "test_acc1": 75.94400268951416, "test_acc5": 93.01200268859863, "epoch": 295, "n_parameters": 8802912}
{"train_lr": 0.0010684042322421535, "train_loss": 2.337995481514931, "test_loss": 0.9493657037177506, "test_acc1": 76.70000260375977, "test_acc5": 93.13000244140625, "epoch": 296, "n_parameters": 8802912}
{"train_lr": 0.0010561297029048062, "train_loss": 2.3403138323545454, "test_loss": 0.9464916731504833, "test_acc1": 76.34000235931397, "test_acc5": 93.05400253295899, "epoch": 297, "n_parameters": 8802912}
{"train_lr": 0.0010439014201670813, "train_loss": 2.3272110107421873, "test_loss": 0.9458064929965664, "test_acc1": 76.65000242279052, "test_acc5": 93.10400242279053, "epoch": 298, "n_parameters": 8802912}
{"train_lr": 0.0010317199800182345, "train_loss": 2.3235699743509293, "test_loss": 0.9332919046282768, "test_acc1": 76.61600272644043, "test_acc5": 93.19800258331298, "epoch": 299, "n_parameters": 8802912}
{"train_lr": 0.0010195859761644697, "train_loss": 2.3241101622581484, "test_loss": 0.9187867321512279, "test_acc1": 76.81000269927979, "test_acc5": 93.29200252227783, "epoch": 300, "n_parameters": 8802912}
{"train_lr": 0.0010075000000000067, "train_loss": 2.321313760781288, "test_loss": 0.9624901234227068, "test_acc1": 76.57200276824952, "test_acc5": 93.18800236602783, "epoch": 301, "n_parameters": 8802912}
{"train_lr": 0.000995462640578269, "train_loss": 2.3237937082529068, "test_loss": 0.9206300713121891, "test_acc1": 77.16800258728027, "test_acc5": 93.51400260284424, "epoch": 302, "n_parameters": 8802912}
{"train_lr": 0.0009834744845832106, "train_loss": 2.3193284062623976, "test_loss": 0.944353304365102, "test_acc1": 76.54800273040772, "test_acc5": 93.13800229248046, "epoch": 303, "n_parameters": 8802912}
{"train_lr": 0.0009715361163006195, "train_loss": 2.3055600822925566, "test_loss": 0.9389462514835245, "test_acc1": 76.60800243377686, "test_acc5": 93.238002633667, "epoch": 304, "n_parameters": 8802912}
{"train_lr": 0.000959648117589686, "train_loss": 2.319485888648033, "test_loss": 0.921706677578828, "test_acc1": 77.15800247283936, "test_acc5": 93.42200260833741, "epoch": 305, "n_parameters": 8802912}
{"train_lr": 0.0009478110678547599, "train_loss": 2.306406626009941, "test_loss": 0.9588734373888549, "test_acc1": 76.36400208831787, "test_acc5": 93.06600306030273, "epoch": 306, "n_parameters": 8802912}
{"train_lr": 0.0009360255440169043, "train_loss": 2.2972592967271805, "test_loss": 0.930164492524722, "test_acc1": 76.68200244598388, "test_acc5": 93.3520025970459, "epoch": 307, "n_parameters": 8802912}
{"train_lr": 0.0009242921204859447, "train_loss": 2.2967053968191147, "test_loss": 0.9124530385084012, "test_acc1": 77.10600272460937, "test_acc5": 93.45800254180908, "epoch": 308, "n_parameters": 8802912}
{"train_lr": 0.0009126113691323534, "train_loss": 2.2972530581712722, "test_loss": 0.934481860302827, "test_acc1": 76.56800255096435, "test_acc5": 93.22600243499755, "epoch": 309, "n_parameters": 8802912}
{"train_lr": 0.0009009838592595214, "train_loss": 2.3038690823793413, "test_loss": 0.9395043738186359, "test_acc1": 76.94400238677979, "test_acc5": 93.12800250305176, "epoch": 310, "n_parameters": 8802912}
{"train_lr": 0.0008894101575758612, "train_loss": 2.2868576136827468, "test_loss": 0.9219647803727318, "test_acc1": 77.10400232513427, "test_acc5": 93.35600211120605, "epoch": 311, "n_parameters": 8802912}
{"train_lr": 0.0008778908281672491, "train_loss": 2.2908714654445648, "test_loss": 0.9186732569599853, "test_acc1": 77.01600248352051, "test_acc5": 93.31600253814698, "epoch": 312, "n_parameters": 8802912}
{"train_lr": 0.0008664264324695524, "train_loss": 2.285632735681534, "test_loss": 0.9020089035963311, "test_acc1": 77.40000246765136, "test_acc5": 93.54800218841552, "epoch": 313, "n_parameters": 8802912}
{"train_lr": 0.0008550175292412688, "train_loss": 2.2894469646692275, "test_loss": 0.9261526430354399, "test_acc1": 76.92600265350342, "test_acc5": 93.33600241394043, "epoch": 314, "n_parameters": 8802912}
{"train_lr": 0.0008436646745362156, "train_loss": 2.2856356060028076, "test_loss": 0.8992229719810626, "test_acc1": 77.43000267181397, "test_acc5": 93.57600261199951, "epoch": 315, "n_parameters": 8802912}
{"train_lr": 0.0008323684216765116, "train_loss": 2.282478279185295, "test_loss": 0.9078522070365793, "test_acc1": 77.3640024798584, "test_acc5": 93.66000294311523, "epoch": 316, "n_parameters": 8802912}
{"train_lr": 0.0008211293212256214, "train_loss": 2.2807609046697617, "test_loss": 0.9158135786214295, "test_acc1": 77.17600261932373, "test_acc5": 93.36800268737792, "epoch": 317, "n_parameters": 8802912}
{"train_lr": 0.0008099479209613996, "train_loss": 2.276206053781509, "test_loss": 0.9013342629460728, "test_acc1": 77.52400239196777, "test_acc5": 93.62800251586914, "epoch": 318, "n_parameters": 8802912}
{"train_lr": 0.0007988247658495707, "train_loss": 2.2865639132738114, "test_loss": 0.9110528682084644, "test_acc1": 77.43400238952637, "test_acc5": 93.5880027734375, "epoch": 319, "n_parameters": 8802912}
{"train_lr": 0.0007877603980169765, "train_loss": 2.2741829414844514, "test_loss": 0.8722478865700609, "test_acc1": 77.89000231994629, "test_acc5": 93.85200241394043, "epoch": 320, "n_parameters": 8802912}
{"train_lr": 0.0007767553567253202, "train_loss": 2.261508320879936, "test_loss": 0.8891522259834934, "test_acc1": 77.78400280456543, "test_acc5": 93.7920022845459, "epoch": 321, "n_parameters": 8802912}
{"train_lr": 0.0007658101783447642, "train_loss": 2.2624458954811097, "test_loss": 0.8744938577360967, "test_acc1": 77.74800251281738, "test_acc5": 93.78200236419677, "epoch": 322, "n_parameters": 8802912}
{"train_lr": 0.0007549253963278913, "train_loss": 2.272594901895523, "test_loss": 0.892631834044176, "test_acc1": 77.78200269927979, "test_acc5": 93.69000268432617, "epoch": 323, "n_parameters": 8802912}
{"train_lr": 0.0007441015411836098, "train_loss": 2.2591507011413574, "test_loss": 0.8698577920303625, "test_acc1": 78.18800238372803, "test_acc5": 93.82800220977784, "epoch": 324, "n_parameters": 8802912}
{"train_lr": 0.0007333391404513692, "train_loss": 2.253259333062172, "test_loss": 0.8891201933078906, "test_acc1": 77.94400256011963, "test_acc5": 93.80000277008057, "epoch": 325, "n_parameters": 8802912}
{"train_lr": 0.0007226387186753506, "train_loss": 2.251421787452698, "test_loss": 0.8865866871441112, "test_acc1": 77.94400261657715, "test_acc5": 93.88600297912598, "epoch": 326, "n_parameters": 8802912}
{"train_lr": 0.0007120007973790458, "train_loss": 2.2556623353004457, "test_loss": 0.8618302704656825, "test_acc1": 78.27400252410888, "test_acc5": 93.95600274780273, "epoch": 327, "n_parameters": 8802912}
{"train_lr": 0.0007014258950397421, "train_loss": 2.257809988808632, "test_loss": 0.8893819276024314, "test_acc1": 77.75400210235595, "test_acc5": 93.79000258911132, "epoch": 328, "n_parameters": 8802912}
{"train_lr": 0.0006909145270632263, "train_loss": 2.2548349143981934, "test_loss": 0.8678661569514695, "test_acc1": 78.27800251281738, "test_acc5": 93.96200239013672, "epoch": 329, "n_parameters": 8802912}
{"train_lr": 0.0006804672057587739, "train_loss": 2.254263136982918, "test_loss": 0.884122750338386, "test_acc1": 77.8300027078247, "test_acc5": 93.82400236816406, "epoch": 330, "n_parameters": 8802912}
{"train_lr": 0.0006700844403140784, "train_loss": 2.2395645513296127, "test_loss": 0.8836199985269237, "test_acc1": 77.83800224670411, "test_acc5": 93.76400254760742, "epoch": 331, "n_parameters": 8802912}
{"train_lr": 0.0006597667367704799, "train_loss": 2.2476229377269745, "test_loss": 0.8688090829288259, "test_acc1": 78.28400264404297, "test_acc5": 94.04000263092041, "epoch": 332, "n_parameters": 8802912}
{"train_lr": 0.0006495145979982786, "train_loss": 2.242548645043373, "test_loss": 0.8614001806606265, "test_acc1": 78.24600238739013, "test_acc5": 94.02200260040283, "epoch": 333, "n_parameters": 8802912}
{"train_lr": 0.0006393285236722668, "train_loss": 2.2469553867578504, "test_loss": 0.8792864809579709, "test_acc1": 78.03200247039796, "test_acc5": 94.00000252166748, "epoch": 334, "n_parameters": 8802912}
{"train_lr": 0.000629209010247336, "train_loss": 2.231515493106842, "test_loss": 0.857284192872398, "test_acc1": 78.32200233154298, "test_acc5": 94.10200256683349, "epoch": 335, "n_parameters": 8802912}
{"train_lr": 0.0006191565509343066, "train_loss": 2.2296433639764786, "test_loss": 0.8646224715253886, "test_acc1": 78.38600276916505, "test_acc5": 94.18200260559082, "epoch": 336, "n_parameters": 8802912}
{"train_lr": 0.0006091716356758274, "train_loss": 2.230228359770775, "test_loss": 0.8842549324035645, "test_acc1": 78.01400243377685, "test_acc5": 93.85600263336181, "epoch": 337, "n_parameters": 8802912}
{"train_lr": 0.0005992547511226205, "train_loss": 2.2186210971832274, "test_loss": 0.8422662168741226, "test_acc1": 78.67000244293213, "test_acc5": 94.2380025479126, "epoch": 338, "n_parameters": 8802912}
{"train_lr": 0.0005894063806096327, "train_loss": 2.230004249238968, "test_loss": 0.8510870764798978, "test_acc1": 78.6060021749878, "test_acc5": 94.19400251281738, "epoch": 339, "n_parameters": 8802912}
{"train_lr": 0.000579627004132555, "train_loss": 2.2259789878368377, "test_loss": 0.8678487335496089, "test_acc1": 78.38600250488281, "test_acc5": 93.99600277404785, "epoch": 340, "n_parameters": 8802912}
{"train_lr": 0.0005699170983243841, "train_loss": 2.219413055062294, "test_loss": 0.8531131571268334, "test_acc1": 78.48600224731446, "test_acc5": 94.14800271759033, "epoch": 341, "n_parameters": 8802912}
{"train_lr": 0.0005602771364322523, "train_loss": 2.2194655583143232, "test_loss": 0.8383295917335678, "test_acc1": 78.80000256561279, "test_acc5": 94.32400245758056, "epoch": 342, "n_parameters": 8802912}
{"train_lr": 0.0005507075882942857, "train_loss": 2.2222323662042616, "test_loss": 0.8608833562363597, "test_acc1": 78.24600257751464, "test_acc5": 94.08200264312744, "epoch": 343, "n_parameters": 8802912}
{"train_lr": 0.0005412089203167633, "train_loss": 2.210113369822502, "test_loss": 0.8309423627660555, "test_acc1": 78.82000258239746, "test_acc5": 94.50200248962402, "epoch": 344, "n_parameters": 8802912}
{"train_lr": 0.0005317815954513637, "train_loss": 2.203175178861618, "test_loss": 0.8365735659266219, "test_acc1": 78.95200244476318, "test_acc5": 94.34200248382568, "epoch": 345, "n_parameters": 8802912}
{"train_lr": 0.0005224260731725992, "train_loss": 2.2141412459135057, "test_loss": 0.8454593665459577, "test_acc1": 78.68600238372802, "test_acc5": 94.20800258636474, "epoch": 346, "n_parameters": 8802912}
{"train_lr": 0.00051314280945543, "train_loss": 2.2149076700687407, "test_loss": 0.848565008272143, "test_acc1": 78.69800232299805, "test_acc5": 94.32200253601074, "epoch": 347, "n_parameters": 8802912}
{"train_lr": 0.0005039322567530305, "train_loss": 2.2021272256851194, "test_loss": 0.8389715390170321, "test_acc1": 78.8700029510498, "test_acc5": 94.24600246185302, "epoch": 348, "n_parameters": 8802912}
{"train_lr": 0.0004947948639747458, "train_loss": 2.1929888575315477, "test_loss": 0.8375660413328339, "test_acc1": 78.90600257720948, "test_acc5": 94.37000258636475, "epoch": 349, "n_parameters": 8802912}
{"train_lr": 0.0004857310764642128, "train_loss": 2.199724263572693, "test_loss": 0.8305928143946564, "test_acc1": 79.22800258087159, "test_acc5": 94.45800252319336, "epoch": 350, "n_parameters": 8802912}
{"train_lr": 0.00047674133597763773, "train_loss": 2.196790407681465, "test_loss": 0.8294842705568847, "test_acc1": 79.14800280853271, "test_acc5": 94.4440028012085, "epoch": 351, "n_parameters": 8802912}
{"train_lr": 0.00046782608066229685, "train_loss": 2.197732003068924, "test_loss": 0.8354320569949991, "test_acc1": 78.98600252929687, "test_acc5": 94.382002711792, "epoch": 352, "n_parameters": 8802912}
{"train_lr": 0.0004589857450351661, "train_loss": 2.189996877503395, "test_loss": 0.8315567365464043, "test_acc1": 79.09600269165038, "test_acc5": 94.41600259765625, "epoch": 353, "n_parameters": 8802912}
{"train_lr": 0.000450220759961707, "train_loss": 2.184710729289055, "test_loss": 0.8259145602145616, "test_acc1": 79.08200255981446, "test_acc5": 94.46400259796143, "epoch": 354, "n_parameters": 8802912}
{"train_lr": 0.0004415315526349521, "train_loss": 2.1880140792608263, "test_loss": 0.827222386484637, "test_acc1": 79.13200244262696, "test_acc5": 94.43800255279541, "epoch": 355, "n_parameters": 8802912}
{"train_lr": 0.0004329185465545854, "train_loss": 2.18097491979599, "test_loss": 0.8300838262280997, "test_acc1": 79.06600223724365, "test_acc5": 94.43400235137939, "epoch": 356, "n_parameters": 8802912}
{"train_lr": 0.0004243821615063944, "train_loss": 2.1783664808273318, "test_loss": 0.8278282766833025, "test_acc1": 79.12400278961182, "test_acc5": 94.44000233520508, "epoch": 357, "n_parameters": 8802912}
{"train_lr": 0.00041592281354172557, "train_loss": 2.1835879442214967, "test_loss": 0.8177238253547865, "test_acc1": 79.30800220336914, "test_acc5": 94.4780025479126, "epoch": 358, "n_parameters": 8802912}
{"train_lr": 0.0004075409149572814, "train_loss": 2.1709422487974166, "test_loss": 0.8121458960368353, "test_acc1": 79.47600254089356, "test_acc5": 94.526002527771, "epoch": 359, "n_parameters": 8802912}
{"train_lr": 0.000399236874274954, "train_loss": 2.169428454065323, "test_loss": 0.8159934987916666, "test_acc1": 79.33800268249512, "test_acc5": 94.59600259002686, "epoch": 360, "n_parameters": 8802912}
{"train_lr": 0.00039101109622197687, "train_loss": 2.1707143297195435, "test_loss": 0.8256213956457727, "test_acc1": 79.22600250152588, "test_acc5": 94.49200259735107, "epoch": 361, "n_parameters": 8802912}
{"train_lr": 0.000382863981711175, "train_loss": 2.172377712082863, "test_loss": 0.8224404890309361, "test_acc1": 79.39400224884034, "test_acc5": 94.48000241943359, "epoch": 362, "n_parameters": 8802912}
{"train_lr": 0.0003747959278214157, "train_loss": 2.1745034873485567, "test_loss": 0.8070758815635654, "test_acc1": 79.64200261260986, "test_acc5": 94.73400264434814, "epoch": 363, "n_parameters": 8802912}
{"train_lr": 0.00036680732777826604, "train_loss": 2.1633327790260317, "test_loss": 0.8091909740777576, "test_acc1": 79.59800251281739, "test_acc5": 94.616002477417, "epoch": 364, "n_parameters": 8802912}
{"train_lr": 0.00035889857093479767, "train_loss": 2.159312206864357, "test_loss": 0.811264168471098, "test_acc1": 79.38600269470214, "test_acc5": 94.64600235992431, "epoch": 365, "n_parameters": 8802912}
{"train_lr": 0.00035107004275269313, "train_loss": 2.157475806260109, "test_loss": 0.8024204075336456, "test_acc1": 79.57200257720947, "test_acc5": 94.70000266723633, "epoch": 366, "n_parameters": 8802912}
{"train_lr": 0.00034332212478335543, "train_loss": 2.1555263712882997, "test_loss": 0.7955219614155152, "test_acc1": 79.71400283111572, "test_acc5": 94.71400278533936, "epoch": 367, "n_parameters": 8802912}
{"train_lr": 0.0003356551946493703, "train_loss": 2.150041740512848, "test_loss": 0.7990382059532053, "test_acc1": 79.63000267578126, "test_acc5": 94.84000284576416, "epoch": 368, "n_parameters": 8802912}
{"train_lr": 0.0003280696260261078, "train_loss": 2.1519452327489854, "test_loss": 0.7973103578038075, "test_acc1": 79.71600276123047, "test_acc5": 94.736002293396, "epoch": 369, "n_parameters": 8802912}
{"train_lr": 0.00032056578862347564, "train_loss": 2.147808137202263, "test_loss": 0.8042589018450064, "test_acc1": 79.60400271118164, "test_acc5": 94.76600254821777, "epoch": 370, "n_parameters": 8802912}
{"train_lr": 0.00031314404816792945, "train_loss": 2.149571741271019, "test_loss": 0.7960999717607218, "test_acc1": 79.83800244659423, "test_acc5": 94.72000258300781, "epoch": 371, "n_parameters": 8802912}
{"train_lr": 0.00030580476638461713, "train_loss": 2.148436837053299, "test_loss": 0.794623577638584, "test_acc1": 79.89800252746582, "test_acc5": 94.83000266479492, "epoch": 372, "n_parameters": 8802912}
{"train_lr": 0.0002985483009797873, "train_loss": 2.13867980029583, "test_loss": 0.7938631772994995, "test_acc1": 79.82200272216797, "test_acc5": 94.74600280181885, "epoch": 373, "n_parameters": 8802912}
{"train_lr": 0.00029137500562332014, "train_loss": 2.1493874601840974, "test_loss": 0.79805342699675, "test_acc1": 79.84800245178222, "test_acc5": 94.79400213104248, "epoch": 374, "n_parameters": 8802912}
{"train_lr": 0.000284285229931521, "train_loss": 2.132440699839592, "test_loss": 0.7987377680838108, "test_acc1": 79.80000246185303, "test_acc5": 94.82400234924316, "epoch": 375, "n_parameters": 8802912}
{"train_lr": 0.00027727931945004304, "train_loss": 2.151890300130844, "test_loss": 0.7864132416160667, "test_acc1": 79.98800271942139, "test_acc5": 94.83000248046875, "epoch": 376, "n_parameters": 8802912}
{"train_lr": 0.00027035761563708795, "train_loss": 2.123177099132538, "test_loss": 0.7831812656539328, "test_acc1": 80.03000282623292, "test_acc5": 94.95200261657715, "epoch": 377, "n_parameters": 8802912}
{"train_lr": 0.0002635204558467305, "train_loss": 2.1275127417087556, "test_loss": 0.7836187635274494, "test_acc1": 79.92600243774415, "test_acc5": 94.81600231018066, "epoch": 378, "n_parameters": 8802912}
{"train_lr": 0.0002567681733124936, "train_loss": 2.1135940309524535, "test_loss": 0.7817345038056374, "test_acc1": 80.00800257446289, "test_acc5": 94.90800220977783, "epoch": 379, "n_parameters": 8802912}
{"train_lr": 0.0002501010971311009, "train_loss": 2.1325760640621185, "test_loss": 0.7893616820082945, "test_acc1": 79.82800258270264, "test_acc5": 94.82400265045166, "epoch": 380, "n_parameters": 8802912}
{"train_lr": 0.00024351955224644067, "train_loss": 2.126667087006569, "test_loss": 0.791089139002211, "test_acc1": 79.8520023703003, "test_acc5": 94.96600269226074, "epoch": 381, "n_parameters": 8802912}
{"train_lr": 0.00023702385943372427, "train_loss": 2.119239133453369, "test_loss": 0.7867367659859797, "test_acc1": 80.0180024710083, "test_acc5": 94.8580027142334, "epoch": 382, "n_parameters": 8802912}
{"train_lr": 0.00023061433528386214, "train_loss": 2.1252701262712477, "test_loss": 0.7793995845405495, "test_acc1": 80.11800259399413, "test_acc5": 94.95400231842041, "epoch": 383, "n_parameters": 8802912}
{"train_lr": 0.00022429129218801117, "train_loss": 2.11843846988678, "test_loss": 0.7795084717080873, "test_acc1": 80.17000235412597, "test_acc5": 94.93000254455566, "epoch": 384, "n_parameters": 8802912}
{"train_lr": 0.00021805503832237022, "train_loss": 2.115817010307312, "test_loss": 0.7761347907430985, "test_acc1": 80.20800270446777, "test_acc5": 94.90200281005859, "epoch": 385, "n_parameters": 8802912}
{"train_lr": 0.00021190587763316056, "train_loss": 2.120494583106041, "test_loss": 0.7759140889872523, "test_acc1": 80.24000234588623, "test_acc5": 95.02800281799317, "epoch": 386, "n_parameters": 8802912}
{"train_lr": 0.00020584410982180034, "train_loss": 2.115719668889046, "test_loss": 0.7700108931783367, "test_acc1": 80.27600261627197, "test_acc5": 95.09000238830566, "epoch": 387, "n_parameters": 8802912}
{"train_lr": 0.0001998700303302881, "train_loss": 2.11289814286232, "test_loss": 0.7699887252905789, "test_acc1": 80.22800247131347, "test_acc5": 95.02200253936768, "epoch": 388, "n_parameters": 8802912}
{"train_lr": 0.00019398393032684917, "train_loss": 2.0959777050971984, "test_loss": 0.7745645852649913, "test_acc1": 80.3800025164795, "test_acc5": 94.96400282714843, "epoch": 389, "n_parameters": 8802912}
{"train_lr": 0.0001881860966916756, "train_loss": 2.103974385499954, "test_loss": 0.7662942576057771, "test_acc1": 80.48200259094239, "test_acc5": 95.12400251922607, "epoch": 390, "n_parameters": 8802912}
{"train_lr": 0.00018247681200301023, "train_loss": 2.10454733171463, "test_loss": 0.7714541385717252, "test_acc1": 80.37200292572021, "test_acc5": 95.06600265533447, "epoch": 391, "n_parameters": 8802912}
{"train_lr": 0.00017685635452333062, "train_loss": 2.0966897549390793, "test_loss": 0.7727652121992672, "test_acc1": 80.32800253295899, "test_acc5": 95.03800239318848, "epoch": 392, "n_parameters": 8802912}
{"train_lr": 0.00017132499818580898, "train_loss": 2.1037274630069733, "test_loss": 0.768835389000528, "test_acc1": 80.44400224090576, "test_acc5": 95.04400253692627, "epoch": 393, "n_parameters": 8802912}
{"train_lr": 0.00016588301258094182, "train_loss": 2.0978885699033736, "test_loss": 0.7629450767794076, "test_acc1": 80.47600234039307, "test_acc5": 95.18600258666993, "epoch": 394, "n_parameters": 8802912}
{"train_lr": 0.0001605306629434379, "train_loss": 2.093850972175598, "test_loss": 0.7739407255807343, "test_acc1": 80.2780027947998, "test_acc5": 95.03000229980469, "epoch": 395, "n_parameters": 8802912}
{"train_lr": 0.00015526821013925752, "train_loss": 2.0971151699066164, "test_loss": 0.7688054757959703, "test_acc1": 80.4600026864624, "test_acc5": 95.12400244445801, "epoch": 396, "n_parameters": 8802912}
{"train_lr": 0.00015009591065294023, "train_loss": 2.0893484116077423, "test_loss": 0.7621755527661127, "test_acc1": 80.46800256988526, "test_acc5": 95.13400272064209, "epoch": 397, "n_parameters": 8802912}
{"train_lr": 0.00014501401657505492, "train_loss": 2.0933464641809465, "test_loss": 0.7677063665845815, "test_acc1": 80.44200261383057, "test_acc5": 95.11200270111084, "epoch": 398, "n_parameters": 8802912}
{"train_lr": 0.0001400227755899522, "train_loss": 2.0883269896984102, "test_loss": 0.7577400575665867, "test_acc1": 80.70000294525147, "test_acc5": 95.14400259460449, "epoch": 399, "n_parameters": 8802912}
{"train_lr": 0.00013512243096367772, "train_loss": 2.079770263314247, "test_loss": 0.7572178630267873, "test_acc1": 80.67400243530274, "test_acc5": 95.19800227935791, "epoch": 400, "n_parameters": 8802912}
{"train_lr": 0.00013031322153211376, "train_loss": 2.082069941997528, "test_loss": 0.7561709644163356, "test_acc1": 80.61000227874756, "test_acc5": 95.20400253814697, "epoch": 401, "n_parameters": 8802912}
{"train_lr": 0.00012559538168934326, "train_loss": 2.084484007740021, "test_loss": 0.7602436031927081, "test_acc1": 80.61600277557373, "test_acc5": 95.13800278442383, "epoch": 402, "n_parameters": 8802912}
{"train_lr": 0.00012096914137622728, "train_loss": 2.0829938852548597, "test_loss": 0.7547944591325872, "test_acc1": 80.66200234039307, "test_acc5": 95.26200250305176, "epoch": 403, "n_parameters": 8802912}
{"train_lr": 0.00011643472606918499, "train_loss": 2.075128895330429, "test_loss": 0.7542206498191637, "test_acc1": 80.65400250732422, "test_acc5": 95.21200221343994, "epoch": 404, "n_parameters": 8802912}
{"train_lr": 0.00011199235676923019, "train_loss": 2.0784793405532835, "test_loss": 0.7528919511858154, "test_acc1": 80.80800278167725, "test_acc5": 95.25000248077393, "epoch": 405, "n_parameters": 8802912}
{"train_lr": 0.00010764224999117014, "train_loss": 2.0771301867246628, "test_loss": 0.7559833885992274, "test_acc1": 80.68600258911133, "test_acc5": 95.29000258117676, "epoch": 406, "n_parameters": 8802912}
{"train_lr": 0.0001033846177530702, "train_loss": 2.0800893121004105, "test_loss": 0.7514787669129231, "test_acc1": 80.77800271881104, "test_acc5": 95.21800253875732, "epoch": 407, "n_parameters": 8802912}
{"train_lr": 9.921966756592387e-05, "train_loss": 2.0728273374080657, "test_loss": 0.7476655667757287, "test_acc1": 80.80400246276855, "test_acc5": 95.32600263977051, "epoch": 408, "n_parameters": 8802912}
{"train_lr": 9.514760242352498e-05, "train_loss": 2.08168813765049, "test_loss": 0.7560478369979298, "test_acc1": 80.80600250183106, "test_acc5": 95.26600251861572, "epoch": 409, "n_parameters": 8802912}
{"train_lr": 9.116862079258612e-05, "train_loss": 2.0711160086154936, "test_loss": 0.7561923048513777, "test_acc1": 80.77200240966796, "test_acc5": 95.3280022970581, "epoch": 410, "n_parameters": 8802912}
{"train_lr": 8.728291660305303e-05, "train_loss": 2.067354734826088, "test_loss": 0.7478374071857509, "test_acc1": 80.76800252746582, "test_acc5": 95.3500026095581, "epoch": 411, "n_parameters": 8802912}
{"train_lr": 8.349067923867126e-05, "train_loss": 2.064986595416069, "test_loss": 0.7517838250188267, "test_acc1": 80.84400254119873, "test_acc5": 95.30400243652343, "epoch": 412, "n_parameters": 8802912}
{"train_lr": 7.979209352773835e-05, "train_loss": 2.06815638589859, "test_loss": 0.7480608752983458, "test_acc1": 80.85600279785156, "test_acc5": 95.36400281036377, "epoch": 413, "n_parameters": 8802912}
{"train_lr": 7.618733973410262e-05, "train_loss": 2.070025790333748, "test_loss": 0.7489545932587456, "test_acc1": 80.88000235717773, "test_acc5": 95.35000233886718, "epoch": 414, "n_parameters": 8802912}
{"train_lr": 7.267659354838017e-05, "train_loss": 2.0613095519781113, "test_loss": 0.7469652518630028, "test_acc1": 80.82800259429932, "test_acc5": 95.37000270904541, "epoch": 415, "n_parameters": 8802912}
{"train_lr": 6.926002607938772e-05, "train_loss": 2.062598721575737, "test_loss": 0.7450882790281492, "test_acc1": 80.9560024798584, "test_acc5": 95.36400226074218, "epoch": 416, "n_parameters": 8802912}
{"train_lr": 6.593780384579997e-05, "train_loss": 2.051753142786026, "test_loss": 0.7477088728371788, "test_acc1": 80.93400256347657, "test_acc5": 95.35600272857666, "epoch": 417, "n_parameters": 8802912}
{"train_lr": 6.27100887680448e-05, "train_loss": 2.0520748597860337, "test_loss": 0.744843174210366, "test_acc1": 80.9760018157959, "test_acc5": 95.39000267974853, "epoch": 418, "n_parameters": 8802912}
{"train_lr": 5.957703816040123e-05, "train_loss": 2.0614806449174883, "test_loss": 0.7482929852078942, "test_acc1": 80.90600258026123, "test_acc5": 95.37000234130859, "epoch": 419, "n_parameters": 8802912}
{"train_lr": 5.6538804723335324e-05, "train_loss": 2.06133599255085, "test_loss": 0.7455202520770186, "test_acc1": 80.96000234588622, "test_acc5": 95.3340026727295, "epoch": 420, "n_parameters": 8802912}
{"train_lr": 5.359553653605782e-05, "train_loss": 2.0665272137880324, "test_loss": 0.7455598554190468, "test_acc1": 81.05000299835206, "test_acc5": 95.40000262023926, "epoch": 421, "n_parameters": 8802912}
{"train_lr": 5.0747377049308795e-05, "train_loss": 2.056276075196266, "test_loss": 0.7428394777371603, "test_acc1": 81.07600289794922, "test_acc5": 95.38200244445801, "epoch": 422, "n_parameters": 8802912}
{"train_lr": 4.799446507836315e-05, "train_loss": 2.0539174494981767, "test_loss": 0.7406903768286985, "test_acc1": 81.05400259979248, "test_acc5": 95.41200268707276, "epoch": 423, "n_parameters": 8802912}
{"train_lr": 4.533693479626563e-05, "train_loss": 2.0527466562509535, "test_loss": 0.741633709958371, "test_acc1": 81.02200249420166, "test_acc5": 95.40200267547607, "epoch": 424, "n_parameters": 8802912}
{"train_lr": 4.2774915727294984e-05, "train_loss": 2.0493616263628005, "test_loss": 0.7399411880794693, "test_acc1": 81.0700024154663, "test_acc5": 95.46000270111084, "epoch": 425, "n_parameters": 8802912}
{"train_lr": 4.030853274064522e-05, "train_loss": 2.056658226656914, "test_loss": 0.7414427699849886, "test_acc1": 81.11000255828857, "test_acc5": 95.44200269500732, "epoch": 426, "n_parameters": 8802912}
{"train_lr": 3.793790604434225e-05, "train_loss": 2.0521021610975265, "test_loss": 0.7408183821860481, "test_acc1": 81.0760026638794, "test_acc5": 95.40400245788574, "epoch": 427, "n_parameters": 8802912}
{"train_lr": 3.5663151179389266e-05, "train_loss": 2.051672790026665, "test_loss": 0.740456909598673, "test_acc1": 81.1180026940918, "test_acc5": 95.42800255096435, "epoch": 428, "n_parameters": 8802912}
{"train_lr": 3.348437901412699e-05, "train_loss": 2.047314824080467, "test_loss": 0.7436066622681478, "test_acc1": 81.06000278381347, "test_acc5": 95.37200267547607, "epoch": 429, "n_parameters": 8802912}
{"train_lr": 3.14016957388384e-05, "train_loss": 2.054726559972763, "test_loss": 0.7379481614950825, "test_acc1": 81.18800238220214, "test_acc5": 95.4400025326538, "epoch": 430, "n_parameters": 8802912}
{"train_lr": 2.9415202860566895e-05, "train_loss": 2.057950229239464, "test_loss": 0.7449111938476562, "test_acc1": 81.0300023513794, "test_acc5": 95.41400277038574, "epoch": 431, "n_parameters": 8802912}
{"train_lr": 2.7524997198174166e-05, "train_loss": 2.0420039050102234, "test_loss": 0.7364648639717523, "test_acc1": 81.13600264160156, "test_acc5": 95.4680025643921, "epoch": 432, "n_parameters": 8802912}
{"train_lr": 2.5731170877616888e-05, "train_loss": 2.0478152777194976, "test_loss": 0.7420091942390975, "test_acc1": 81.00200252990723, "test_acc5": 95.39800246612549, "epoch": 433, "n_parameters": 8802912}
{"train_lr": 2.403381132745848e-05, "train_loss": 2.0562989787578583, "test_loss": 0.73860027224702, "test_acc1": 81.11800259124756, "test_acc5": 95.42400232940673, "epoch": 434, "n_parameters": 8802912}
{"train_lr": 2.2433001274609897e-05, "train_loss": 2.0464507545232773, "test_loss": 0.7371521826614352, "test_acc1": 81.13600287597656, "test_acc5": 95.42000265930176, "epoch": 435, "n_parameters": 8802912}
{"train_lr": 2.0928818740294644e-05, "train_loss": 2.052907079935074, "test_loss": 0.7375068955999964, "test_acc1": 81.15400267791748, "test_acc5": 95.47600283782958, "epoch": 436, "n_parameters": 8802912}
{"train_lr": 1.9521337036247088e-05, "train_loss": 2.0375041194915773, "test_loss": 0.7405890125562163, "test_acc1": 81.07000239318847, "test_acc5": 95.46000237182618, "epoch": 437, "n_parameters": 8802912}
{"train_lr": 1.8210624761139314e-05, "train_loss": 2.0431576354265215, "test_loss": 0.7387776819660383, "test_acc1": 81.12000260589599, "test_acc5": 95.45800246398926, "epoch": 438, "n_parameters": 8802912}
{"train_lr": 1.6996745797238736e-05, "train_loss": 2.0486454112291335, "test_loss": 0.738609870786176, "test_acc1": 81.13400233184815, "test_acc5": 95.49000246063233, "epoch": 439, "n_parameters": 8802912}
{"train_lr": 1.5879759307294027e-05, "train_loss": 2.0433913497924805, "test_loss": 0.7390869099865941, "test_acc1": 81.14800288421631, "test_acc5": 95.4660025112915, "epoch": 440, "n_parameters": 8802912}
{"train_lr": 1.4859719731650575e-05, "train_loss": 2.048901915884018, "test_loss": 0.739242367884692, "test_acc1": 81.11600266113281, "test_acc5": 95.45400263641358, "epoch": 441, "n_parameters": 8802912}
{"train_lr": 1.393667678559817e-05, "train_loss": 2.0417265288591384, "test_loss": 0.740910637904616, "test_acc1": 81.03400212249755, "test_acc5": 95.42800244995117, "epoch": 442, "n_parameters": 8802912}
{"train_lr": 1.3110675456947718e-05, "train_loss": 2.03997964451313, "test_loss": 0.736109651186887, "test_acc1": 81.16200228454589, "test_acc5": 95.49400273681641, "epoch": 443, "n_parameters": 8802912}
{"train_lr": 1.2381756003839114e-05, "train_loss": 2.038857909345627, "test_loss": 0.739153818172567, "test_acc1": 81.13000268615723, "test_acc5": 95.42200289642334, "epoch": 444, "n_parameters": 8802912}
{"train_lr": 1.1749953952777368e-05, "train_loss": 2.0419404532432557, "test_loss": 0.736341873950818, "test_acc1": 81.12200244903565, "test_acc5": 95.43800255004882, "epoch": 445, "n_parameters": 8802912}
{"train_lr": 1.1215300096904058e-05, "train_loss": 2.0453065361976623, "test_loss": 0.7371754944324493, "test_acc1": 81.17800286987304, "test_acc5": 95.45800255889893, "epoch": 446, "n_parameters": 8802912}
{"train_lr": 1.0777820494492919e-05, "train_loss": 2.0442736115455626, "test_loss": 0.7387418946360841, "test_acc1": 81.1440025857544, "test_acc5": 95.4640027874756, "epoch": 447, "n_parameters": 8802912}
{"train_lr": 1.0437536467683126e-05, "train_loss": 2.032862963414192, "test_loss": 0.7381034828722477, "test_acc1": 81.15000259979249, "test_acc5": 95.43200241699219, "epoch": 448, "n_parameters": 8802912}
{"train_lr": 1.0194464601437938e-05, "train_loss": 2.0418562072992326, "test_loss": 0.7398468442261219, "test_acc1": 81.15800249359131, "test_acc5": 95.43400259735107, "epoch": 449, "n_parameters": 8802912}