-
Notifications
You must be signed in to change notification settings - Fork 3
/
Copy pathpretrain_log.txt
400 lines (400 loc) · 56.4 KB
/
pretrain_log.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
{"train_lr": 5.9807692307692306e-05, "loss": 0.9681123827064696, "rec_loss": 0.9004947273538281, "cls_loss": 0.06761765535264157, "epoch": 0}
{"train_lr": 0.0001798076923076923, "loss": 0.716171033025976, "rec_loss": 0.6537105632611574, "cls_loss": 0.06246046976481851, "epoch": 1}
{"train_lr": 0.0002998076923076921, "loss": 0.65175819699951, "rec_loss": 0.5948657041702133, "cls_loss": 0.05689249282929664, "epoch": 2}
{"train_lr": 0.00041980769230769225, "loss": 0.6156338105203571, "rec_loss": 0.5632448350318159, "cls_loss": 0.052388975488541364, "epoch": 3}
{"train_lr": 0.0005398076923076924, "loss": 0.5927980251465507, "rec_loss": 0.544241378418146, "cls_loss": 0.04855664672840458, "epoch": 4}
{"train_lr": 0.0006598076923076922, "loss": 0.5760353103262157, "rec_loss": 0.531309055761458, "cls_loss": 0.04472625456475772, "epoch": 5}
{"train_lr": 0.0007798076923076924, "loss": 0.5608424820067086, "rec_loss": 0.5196566799034675, "cls_loss": 0.04118580210324114, "epoch": 6}
{"train_lr": 0.0008998076923076923, "loss": 0.5499928502906233, "rec_loss": 0.5119392182797384, "cls_loss": 0.038053632010884866, "epoch": 7}
{"train_lr": 0.0010198076923076923, "loss": 0.5406430535849023, "rec_loss": 0.5053198310331657, "cls_loss": 0.03532322255173662, "epoch": 8}
{"train_lr": 0.0011398076923076924, "loss": 0.5316566674438759, "rec_loss": 0.49888024882723886, "cls_loss": 0.032776418616637014, "epoch": 9}
{"train_lr": 0.0012598076923076922, "loss": 0.5256483632722685, "rec_loss": 0.4948243875271426, "cls_loss": 0.030823975745125864, "epoch": 10}
{"train_lr": 0.0013798076923076923, "loss": 0.5184942575974557, "rec_loss": 0.4895145281826934, "cls_loss": 0.028979729414762307, "epoch": 11}
{"train_lr": 0.0014998076923076922, "loss": 0.5134192458637512, "rec_loss": 0.48598935527321047, "cls_loss": 0.027429890590540778, "epoch": 12}
{"train_lr": 0.0016198076923076927, "loss": 0.5099603894971855, "rec_loss": 0.4837007074055668, "cls_loss": 0.02625968209161865, "epoch": 13}
{"train_lr": 0.0017398076923076915, "loss": 0.5054921081184427, "rec_loss": 0.480467677468625, "cls_loss": 0.02502443064981773, "epoch": 14}
{"train_lr": 0.0018598076923076923, "loss": 0.501989849580404, "rec_loss": 0.4780261105595109, "cls_loss": 0.02396373902089321, "epoch": 15}
{"train_lr": 0.001979807692307693, "loss": 0.4988325154673732, "rec_loss": 0.47578853825465417, "cls_loss": 0.023043977212719023, "epoch": 16}
{"train_lr": 0.0020998076923076908, "loss": 0.49649969999639626, "rec_loss": 0.4742237024415189, "cls_loss": 0.02227599755487739, "epoch": 17}
{"train_lr": 0.0022198076923076924, "loss": 0.4975437325047096, "rec_loss": 0.4754875667261867, "cls_loss": 0.022056165778522905, "epoch": 18}
{"train_lr": 0.0023398076923076927, "loss": 0.4927821550772, "rec_loss": 0.47161697572431505, "cls_loss": 0.02116517935288497, "epoch": 19}
{"train_lr": 0.0023999863958841885, "loss": 0.49038174304829835, "rec_loss": 0.4698795239166476, "cls_loss": 0.020502219131650727, "epoch": 20}
{"train_lr": 0.0023999045098477855, "loss": 0.4878269453590455, "rec_loss": 0.46805968263950676, "cls_loss": 0.019767262719538756, "epoch": 21}
{"train_lr": 0.0023997406119320237, "loss": 0.48612827803299297, "rec_loss": 0.46691770892805207, "cls_loss": 0.019210569104940917, "epoch": 22}
{"train_lr": 0.002399494713339115, "loss": 0.48391393293441537, "rec_loss": 0.46529397790511257, "cls_loss": 0.01861995502930278, "epoch": 23}
{"train_lr": 0.0023991668308758923, "loss": 0.48198950745464597, "rec_loss": 0.4638979068169227, "cls_loss": 0.01809160063772325, "epoch": 24}
{"train_lr": 0.002398756986952696, "loss": 0.48073556433015396, "rec_loss": 0.46305040452772606, "cls_loss": 0.017685159802427873, "epoch": 25}
{"train_lr": 0.002398265209581806, "loss": 0.4791710190523493, "rec_loss": 0.4619561756710307, "cls_loss": 0.017214843381318647, "epoch": 26}
{"train_lr": 0.0023976915323755577, "loss": 0.47791918711580084, "rec_loss": 0.46106309945790624, "cls_loss": 0.01685608765789463, "epoch": 27}
{"train_lr": 0.0023970359945440244, "loss": 0.47670057843135555, "rec_loss": 0.46021943249238223, "cls_loss": 0.01648114593897331, "epoch": 28}
{"train_lr": 0.0023962986408923447, "loss": 0.475867600924222, "rec_loss": 0.4597010873795415, "cls_loss": 0.016166513544680454, "epoch": 29}
{"train_lr": 0.0023954795218176627, "loss": 0.4747897809397844, "rec_loss": 0.458944005629, "cls_loss": 0.015845775310784422, "epoch": 30}
{"train_lr": 0.0023945786933056777, "loss": 0.47419025839227313, "rec_loss": 0.45859885027703756, "cls_loss": 0.01559140811523554, "epoch": 31}
{"train_lr": 0.0023935962169268276, "loss": 0.47306454371984075, "rec_loss": 0.45778066156288755, "cls_loss": 0.015283882156953227, "epoch": 32}
{"train_lr": 0.0023925321598320605, "loss": 0.47228520724270195, "rec_loss": 0.45723303325044423, "cls_loss": 0.015052173992257733, "epoch": 33}
{"train_lr": 0.0023913865947482664, "loss": 0.4744942982297522, "rec_loss": 0.45923013114728606, "cls_loss": 0.015264167082466137, "epoch": 34}
{"train_lr": 0.0023901595999733017, "loss": 0.4718458049121695, "rec_loss": 0.45710638004283494, "cls_loss": 0.014739424869334564, "epoch": 35}
{"train_lr": 0.0023888512593706235, "loss": 0.4709136725354116, "rec_loss": 0.45640946875732297, "cls_loss": 0.014504203778088618, "epoch": 36}
{"train_lr": 0.002387461662363577, "loss": 0.47006703326937543, "rec_loss": 0.45580246403980523, "cls_loss": 0.014264569229570229, "epoch": 37}
{"train_lr": 0.002385990903929274, "loss": 0.46952752510734197, "rec_loss": 0.4554515345356403, "cls_loss": 0.014075990571701625, "epoch": 38}
{"train_lr": 0.002384439084592095, "loss": 0.4688858122785743, "rec_loss": 0.45501488105107385, "cls_loss": 0.013870931227500431, "epoch": 39}
{"train_lr": 0.002382806310416835, "loss": 0.46855626152235064, "rec_loss": 0.45482669949221116, "cls_loss": 0.013729562030139511, "epoch": 40}
{"train_lr": 0.0023810926930014353, "loss": 0.4684646150352096, "rec_loss": 0.4548433594739972, "cls_loss": 0.0136212555612124, "epoch": 41}
{"train_lr": 0.002379298349469375, "loss": 0.4678238392617249, "rec_loss": 0.4543778125065355, "cls_loss": 0.013446026755189404, "epoch": 42}
{"train_lr": 0.0023774234024616495, "loss": 0.46722443619887016, "rec_loss": 0.4539564717381906, "cls_loss": 0.013267964460679557, "epoch": 43}
{"train_lr": 0.002375467980128392, "loss": 0.46684184045350263, "rec_loss": 0.4537010378240106, "cls_loss": 0.013140802629492007, "epoch": 44}
{"train_lr": 0.0023734322161201283, "loss": 0.4666773180038152, "rec_loss": 0.4536511701686929, "cls_loss": 0.013026147835122313, "epoch": 45}
{"train_lr": 0.0023713162495786195, "loss": 0.46622361074136837, "rec_loss": 0.4533478404001261, "cls_loss": 0.012875770341242269, "epoch": 46}
{"train_lr": 0.0023691202251273683, "loss": 0.4658536483316894, "rec_loss": 0.45309788593425393, "cls_loss": 0.012755762397435505, "epoch": 47}
{"train_lr": 0.0023668442928617287, "loss": 0.46564161720911773, "rec_loss": 0.45297116335505283, "cls_loss": 0.012670453854064899, "epoch": 48}
{"train_lr": 0.0023644886083386504, "loss": 0.4651333332089379, "rec_loss": 0.4526216073069148, "cls_loss": 0.012511725902023057, "epoch": 49}
{"train_lr": 0.0023620533325660388, "loss": 0.4650333810945412, "rec_loss": 0.45260724189500207, "cls_loss": 0.012426139199539112, "epoch": 50}
{"train_lr": 0.00235953863199176, "loss": 0.46469994820542454, "rec_loss": 0.45238747497280246, "cls_loss": 0.012312473232622067, "epoch": 51}
{"train_lr": 0.002356944678492256, "loss": 0.4644465023382695, "rec_loss": 0.45222860355622685, "cls_loss": 0.012217898782042678, "epoch": 52}
{"train_lr": 0.002354271649360803, "loss": 0.4642757081651675, "rec_loss": 0.4521564468801117, "cls_loss": 0.0121192612850558, "epoch": 53}
{"train_lr": 0.0023515197272953926, "loss": 0.4640574785052405, "rec_loss": 0.4520262892369945, "cls_loss": 0.01203118926824596, "epoch": 54}
{"train_lr": 0.002348689100386244, "loss": 0.4636234692564661, "rec_loss": 0.4516957335245724, "cls_loss": 0.011927735731893709, "epoch": 55}
{"train_lr": 0.00234577996210294, "loss": 0.46344076994267736, "rec_loss": 0.45160375786825824, "cls_loss": 0.011837012074419105, "epoch": 56}
{"train_lr": 0.0023427925112812268, "loss": 0.4632064091677491, "rec_loss": 0.45145078820701784, "cls_loss": 0.011755620960731251, "epoch": 57}
{"train_lr": 0.002339726952109392, "loss": 0.4630796900084347, "rec_loss": 0.45140235263328904, "cls_loss": 0.011677337375145633, "epoch": 58}
{"train_lr": 0.0023365834941143377, "loss": 0.4626885335282378, "rec_loss": 0.45110236849182117, "cls_loss": 0.011586165036416601, "epoch": 59}
{"train_lr": 0.002333362352147238, "loss": 0.46249001058971867, "rec_loss": 0.45095088901834035, "cls_loss": 0.011539121571378276, "epoch": 60}
{"train_lr": 0.0023300637463688745, "loss": 0.4623337749668654, "rec_loss": 0.45088994447500086, "cls_loss": 0.011443830491864504, "epoch": 61}
{"train_lr": 0.00232668790223456, "loss": 0.4622952159538377, "rec_loss": 0.4509150321559551, "cls_loss": 0.011380183797882637, "epoch": 62}
{"train_lr": 0.002323235050478767, "loss": 0.4620117038210036, "rec_loss": 0.45072368624357456, "cls_loss": 0.011288017577429015, "epoch": 63}
{"train_lr": 0.0023197054270993217, "loss": 0.4618590006094354, "rec_loss": 0.45063461151379997, "cls_loss": 0.011224389095635464, "epoch": 64}
{"train_lr": 0.002316099273341292, "loss": 0.4615955069547897, "rec_loss": 0.45043444006035155, "cls_loss": 0.011161066894438148, "epoch": 65}
{"train_lr": 0.0023124168356805004, "loss": 0.4614928929354042, "rec_loss": 0.4504169924901082, "cls_loss": 0.011075900445295982, "epoch": 66}
{"train_lr": 0.002308658365806669, "loss": 0.461379146811874, "rec_loss": 0.45035501609508616, "cls_loss": 0.011024130716787813, "epoch": 67}
{"train_lr": 0.002304824120606221, "loss": 0.46116704982239004, "rec_loss": 0.45019475683474386, "cls_loss": 0.010972292987646189, "epoch": 68}
{"train_lr": 0.002300914362144721, "loss": 0.46227561323925886, "rec_loss": 0.45115363269518965, "cls_loss": 0.011121980544069232, "epoch": 69}
{"train_lr": 0.002296929357648966, "loss": 0.4611941016879334, "rec_loss": 0.4502801922484277, "cls_loss": 0.010913909439505706, "epoch": 70}
{"train_lr": 0.0022928693794887233, "loss": 0.46089373247396465, "rec_loss": 0.4500635917394016, "cls_loss": 0.010830140734563032, "epoch": 71}
{"train_lr": 0.0022887347051581018, "loss": 0.46077607598505355, "rec_loss": 0.4500153350333373, "cls_loss": 0.010760740951716285, "epoch": 72}
{"train_lr": 0.002284525617256604, "loss": 0.4604952872911011, "rec_loss": 0.4498138266066328, "cls_loss": 0.010681460684468336, "epoch": 73}
{"train_lr": 0.002280242403469796, "loss": 0.460315849069444, "rec_loss": 0.4496918810913578, "cls_loss": 0.010623967978086185, "epoch": 74}
{"train_lr": 0.0022758853565496492, "loss": 0.46022401728968804, "rec_loss": 0.44965481411259717, "cls_loss": 0.010569203177090878, "epoch": 75}
{"train_lr": 0.0022714547742945347, "loss": 0.45987617846101503, "rec_loss": 0.44939185882536453, "cls_loss": 0.01048431963565049, "epoch": 76}
{"train_lr": 0.0022669509595288637, "loss": 0.45996711998920475, "rec_loss": 0.4495046546873756, "cls_loss": 0.010462465301829163, "epoch": 77}
{"train_lr": 0.002262374220082392, "loss": 0.45976856611741823, "rec_loss": 0.4493698737978076, "cls_loss": 0.010398692319610676, "epoch": 78}
{"train_lr": 0.00225772486876918, "loss": 0.4597346267869281, "rec_loss": 0.4493491201637647, "cls_loss": 0.010385506623163402, "epoch": 79}
{"train_lr": 0.002253003223366216, "loss": 0.4594074222432727, "rec_loss": 0.4490915910782627, "cls_loss": 0.010315831165010026, "epoch": 80}
{"train_lr": 0.0022482096065916937, "loss": 0.4595010685336139, "rec_loss": 0.4492371008635905, "cls_loss": 0.010263967670023423, "epoch": 81}
{"train_lr": 0.0022433443460829444, "loss": 0.4596337865790328, "rec_loss": 0.44937366776717586, "cls_loss": 0.010260118811856955, "epoch": 82}
{"train_lr": 0.0022384077743740714, "loss": 0.45919190947097377, "rec_loss": 0.4490208776237873, "cls_loss": 0.010171031847186476, "epoch": 83}
{"train_lr": 0.0022334002288731864, "loss": 0.459106604365773, "rec_loss": 0.4490097693812389, "cls_loss": 0.010096834984534116, "epoch": 84}
{"train_lr": 0.002228322051839375, "loss": 0.4589922201594163, "rec_loss": 0.44893865992959875, "cls_loss": 0.010053560229817567, "epoch": 85}
{"train_lr": 0.0022231735903592872, "loss": 0.4587113424904834, "rec_loss": 0.4486932089755264, "cls_loss": 0.010018133514957018, "epoch": 86}
{"train_lr": 0.0022179551963234334, "loss": 0.4587858006064683, "rec_loss": 0.44878835475239426, "cls_loss": 0.009997445854074053, "epoch": 87}
{"train_lr": 0.0022126672264021117, "loss": 0.45862716380473173, "rec_loss": 0.44869701209693, "cls_loss": 0.009930151707801716, "epoch": 88}
{"train_lr": 0.002207310042021037, "loss": 0.45850619661611675, "rec_loss": 0.448632106047649, "cls_loss": 0.009874090568467718, "epoch": 89}
{"train_lr": 0.002201884009336654, "loss": 0.4584099657027437, "rec_loss": 0.44859031588436127, "cls_loss": 0.009819649818382459, "epoch": 90}
{"train_lr": 0.002196389499211082, "loss": 0.458236308392094, "rec_loss": 0.44846117420074266, "cls_loss": 0.009775134191351334, "epoch": 91}
{"train_lr": 0.002190826887186796, "loss": 0.4582523513802302, "rec_loss": 0.4484907191139288, "cls_loss": 0.009761632266301418, "epoch": 92}
{"train_lr": 0.0021851965534609307, "loss": 0.4582324068071149, "rec_loss": 0.44848627146357334, "cls_loss": 0.00974613534354154, "epoch": 93}
{"train_lr": 0.002179498882859323, "loss": 0.45786344726832634, "rec_loss": 0.4481965661980212, "cls_loss": 0.009666881070305139, "epoch": 94}
{"train_lr": 0.0021737342648101873, "loss": 0.4578855842981004, "rec_loss": 0.448253022112812, "cls_loss": 0.009632562185288407, "epoch": 95}
{"train_lr": 0.0021679030933175127, "loss": 0.4577029693740396, "rec_loss": 0.44811270245088214, "cls_loss": 0.00959026692315745, "epoch": 96}
{"train_lr": 0.0021620057669341237, "loss": 0.45764496834705753, "rec_loss": 0.44809538352255446, "cls_loss": 0.009549584824503072, "epoch": 97}
{"train_lr": 0.002156042688734444, "loss": 0.4575271364907773, "rec_loss": 0.44801986215110773, "cls_loss": 0.009507274339669563, "epoch": 98}
{"train_lr": 0.002150014266286946, "loss": 0.457446506684508, "rec_loss": 0.4479782772489274, "cls_loss": 0.009468229435580539, "epoch": 99}
{"train_lr": 0.0021439209116262997, "loss": 0.45828555074862937, "rec_loss": 0.4486937044451061, "cls_loss": 0.009591846303523291, "epoch": 100}
{"train_lr": 0.0021377630412252, "loss": 0.4571638545312453, "rec_loss": 0.44776942072292936, "cls_loss": 0.009394433808315976, "epoch": 101}
{"train_lr": 0.0021315410759659105, "loss": 0.45711354258673964, "rec_loss": 0.44774949157801575, "cls_loss": 0.00936405100872388, "epoch": 102}
{"train_lr": 0.0021252554411114884, "loss": 0.45701385105936565, "rec_loss": 0.4476872147538532, "cls_loss": 0.009326636305512436, "epoch": 103}
{"train_lr": 0.0021189065662767324, "loss": 0.4569239540134545, "rec_loss": 0.4476431464859977, "cls_loss": 0.009280807527456766, "epoch": 104}
{"train_lr": 0.002112494885398797, "loss": 0.45677324647905876, "rec_loss": 0.44752924672614497, "cls_loss": 0.009243999752913786, "epoch": 105}
{"train_lr": 0.0021060208367075567, "loss": 0.4567310524056292, "rec_loss": 0.447508307120118, "cls_loss": 0.009222745285511244, "epoch": 106}
{"train_lr": 0.00209948486269564, "loss": 0.4567161191812491, "rec_loss": 0.4475481918392082, "cls_loss": 0.0091679273420409, "epoch": 107}
{"train_lr": 0.002092887410088188, "loss": 0.4564895942027924, "rec_loss": 0.44735662643320095, "cls_loss": 0.009132967769591441, "epoch": 108}
{"train_lr": 0.002086228929812322, "loss": 0.4565375246301044, "rec_loss": 0.4474498019494021, "cls_loss": 0.009087722680702334, "epoch": 109}
{"train_lr": 0.0020795098769663266, "loss": 0.45631618705365096, "rec_loss": 0.447239693110952, "cls_loss": 0.009076493942698924, "epoch": 110}
{"train_lr": 0.0020727307107885366, "loss": 0.45631388137964024, "rec_loss": 0.4472801496919531, "cls_loss": 0.009033731687687134, "epoch": 111}
{"train_lr": 0.002065891894625953, "loss": 0.45614154234107657, "rec_loss": 0.4471429421220166, "cls_loss": 0.008998600219059974, "epoch": 112}
{"train_lr": 0.002058993895902583, "loss": 0.456125323192865, "rec_loss": 0.44715927158577895, "cls_loss": 0.00896605160708602, "epoch": 113}
{"train_lr": 0.0020520371860874684, "loss": 0.456020572094787, "rec_loss": 0.4471153837079421, "cls_loss": 0.008905188386844926, "epoch": 114}
{"train_lr": 0.0020450222406624865, "loss": 0.45585603727587837, "rec_loss": 0.4469670829578088, "cls_loss": 0.008888954318069572, "epoch": 115}
{"train_lr": 0.002037949539089844, "loss": 0.4556819515489154, "rec_loss": 0.4468334078406676, "cls_loss": 0.008848543708247747, "epoch": 116}
{"train_lr": 0.0020308195647792946, "loss": 0.45564462600388933, "rec_loss": 0.44682349112983316, "cls_loss": 0.008821134874056159, "epoch": 117}
{"train_lr": 0.002023632805055106, "loss": 0.45564257308395983, "rec_loss": 0.4468471913491018, "cls_loss": 0.0087953817348581, "epoch": 118}
{"train_lr": 0.002016389751122768, "loss": 0.4554455927424827, "rec_loss": 0.44670734205880225, "cls_loss": 0.00873825068368042, "epoch": 119}
{"train_lr": 0.002009090898035394, "loss": 0.45540749875903996, "rec_loss": 0.44669313402846456, "cls_loss": 0.008714364730575396, "epoch": 120}
{"train_lr": 0.0020017367446598868, "loss": 0.4553892222780306, "rec_loss": 0.44669779959039235, "cls_loss": 0.008691422687638223, "epoch": 121}
{"train_lr": 0.0019943277936428747, "loss": 0.45522532100315005, "rec_loss": 0.44659216354529446, "cls_loss": 0.008633157457855608, "epoch": 122}
{"train_lr": 0.0019868645513763084, "loss": 0.4552262522140667, "rec_loss": 0.4466141611815263, "cls_loss": 0.008612091032540401, "epoch": 123}
{"train_lr": 0.0019793475279628867, "loss": 0.45512673001408427, "rec_loss": 0.44654465910906976, "cls_loss": 0.008582070905014496, "epoch": 124}
{"train_lr": 0.001971777237181176, "loss": 0.4549916378209906, "rec_loss": 0.44645718527504075, "cls_loss": 0.008534452545949861, "epoch": 125}
{"train_lr": 0.0019641541964504914, "loss": 0.45504227285840526, "rec_loss": 0.44651720703292924, "cls_loss": 0.008525065825476, "epoch": 126}
{"train_lr": 0.0019564789267955485, "loss": 0.4547761005454119, "rec_loss": 0.4463092199622247, "cls_loss": 0.008466880583187165, "epoch": 127}
{"train_lr": 0.0019487519528108242, "loss": 0.4547332844335753, "rec_loss": 0.4462934890463471, "cls_loss": 0.008439795387228234, "epoch": 128}
{"train_lr": 0.0019409738026247274, "loss": 0.4545758734890954, "rec_loss": 0.446163355695227, "cls_loss": 0.008412517793868365, "epoch": 129}
{"train_lr": 0.001933145007863493, "loss": 0.45448159457895926, "rec_loss": 0.44612312263164383, "cls_loss": 0.00835847194731543, "epoch": 130}
{"train_lr": 0.0019252661036148473, "loss": 0.45450700267610955, "rec_loss": 0.4461468008036415, "cls_loss": 0.008360201872468073, "epoch": 131}
{"train_lr": 0.0019173376283914245, "loss": 0.45432854793584854, "rec_loss": 0.44601765425445944, "cls_loss": 0.00831089368138913, "epoch": 132}
{"train_lr": 0.0019093601240939757, "loss": 0.4542014622522215, "rec_loss": 0.4459194021048741, "cls_loss": 0.008282060147347435, "epoch": 133}
{"train_lr": 0.001901334135974324, "loss": 0.454182473591246, "rec_loss": 0.44592591181684, "cls_loss": 0.008256561774406016, "epoch": 134}
{"train_lr": 0.0018932602125980936, "loss": 0.4542301077789699, "rec_loss": 0.44597272685346884, "cls_loss": 0.008257380925501004, "epoch": 135}
{"train_lr": 0.001885138905807225, "loss": 0.4541076995225852, "rec_loss": 0.4459130902750752, "cls_loss": 0.00819460924750997, "epoch": 136}
{"train_lr": 0.0018769707706822486, "loss": 0.45396728766326516, "rec_loss": 0.44582339271138877, "cls_loss": 0.00814389495187639, "epoch": 137}
{"train_lr": 0.0018687563655043471, "loss": 0.45386611613624456, "rec_loss": 0.4457433068981537, "cls_loss": 0.00812280923809083, "epoch": 138}
{"train_lr": 0.0018604962517172086, "loss": 0.4537752949953966, "rec_loss": 0.4456968412686808, "cls_loss": 0.008078453726715779, "epoch": 139}
{"train_lr": 0.0018521909938886338, "loss": 0.45365784333513987, "rec_loss": 0.44560722679568404, "cls_loss": 0.008050616539455801, "epoch": 140}
{"train_lr": 0.0018438411596719622, "loss": 0.453559205166806, "rec_loss": 0.44553563275780433, "cls_loss": 0.008023572409001645, "epoch": 141}
{"train_lr": 0.001835447319767275, "loss": 0.4534542551669941, "rec_loss": 0.44548616320109713, "cls_loss": 0.007968091965897027, "epoch": 142}
{"train_lr": 0.001827010047882378, "loss": 0.453446015637709, "rec_loss": 0.44548878985910845, "cls_loss": 0.007957225778600566, "epoch": 143}
{"train_lr": 0.0018185299206935968, "loss": 0.4532675053667798, "rec_loss": 0.4453436428776536, "cls_loss": 0.007923862489126176, "epoch": 144}
{"train_lr": 0.0018100075178063572, "loss": 0.45317003481100887, "rec_loss": 0.44527157995467764, "cls_loss": 0.007898454856331227, "epoch": 145}
{"train_lr": 0.0018014434217155804, "loss": 0.4530943314432359, "rec_loss": 0.44524084002328795, "cls_loss": 0.007853491419947928, "epoch": 146}
{"train_lr": 0.0017928382177658574, "loss": 0.45304127091973595, "rec_loss": 0.44523302462692255, "cls_loss": 0.007808246292813401, "epoch": 147}
{"train_lr": 0.0017841924941114445, "loss": 0.4530307228997117, "rec_loss": 0.4452388498406762, "cls_loss": 0.007791873059035517, "epoch": 148}
{"train_lr": 0.0017755068416760729, "loss": 0.4528741121805349, "rec_loss": 0.4451004207695428, "cls_loss": 0.007773691410992074, "epoch": 149}
{"train_lr": 0.0017667818541125446, "loss": 0.4527674143268646, "rec_loss": 0.4450414677281888, "cls_loss": 0.00772594659867583, "epoch": 150}
{"train_lr": 0.0017580181277621716, "loss": 0.4528372988633913, "rec_loss": 0.4451486565506993, "cls_loss": 0.007688642312691977, "epoch": 151}
{"train_lr": 0.0017492162616140118, "loss": 0.452477797803369, "rec_loss": 0.4448306426967088, "cls_loss": 0.007647155106660182, "epoch": 152}
{"train_lr": 0.0017403768572639183, "loss": 0.4524812457127085, "rec_loss": 0.4448371466595488, "cls_loss": 0.007644099053159619, "epoch": 153}
{"train_lr": 0.0017315005188734427, "loss": 0.45241024703043364, "rec_loss": 0.4448020915285899, "cls_loss": 0.007608155501843729, "epoch": 154}
{"train_lr": 0.0017225878531285214, "loss": 0.4524464170824966, "rec_loss": 0.4448940374064617, "cls_loss": 0.007552379676034877, "epoch": 155}
{"train_lr": 0.0017136394691980139, "loss": 0.4520587811831576, "rec_loss": 0.4445349433674262, "cls_loss": 0.007523837815731382, "epoch": 156}
{"train_lr": 0.0017046559786920812, "loss": 0.45213272597389637, "rec_loss": 0.4446391822077716, "cls_loss": 0.007493543766124789, "epoch": 157}
{"train_lr": 0.0016956379956203642, "loss": 0.45197659678309815, "rec_loss": 0.4445032339650564, "cls_loss": 0.007473362818041679, "epoch": 158}
{"train_lr": 0.001686586136350029, "loss": 0.45191199761897083, "rec_loss": 0.4444855877902741, "cls_loss": 0.007426409828696752, "epoch": 159}
{"train_lr": 0.0016775010195636275, "loss": 0.4517830609981432, "rec_loss": 0.4443832946499475, "cls_loss": 0.007399766348195651, "epoch": 160}
{"train_lr": 0.0016683832662168286, "loss": 0.45173799259916847, "rec_loss": 0.44438317412725437, "cls_loss": 0.007354818471914115, "epoch": 161}
{"train_lr": 0.001659233499495961, "loss": 0.45164181878648474, "rec_loss": 0.4443208415311976, "cls_loss": 0.0073209772552871024, "epoch": 162}
{"train_lr": 0.0016500523447754239, "loss": 0.4516154966115256, "rec_loss": 0.4443291154666207, "cls_loss": 0.0072863811449049255, "epoch": 163}
{"train_lr": 0.0016408404295749478, "loss": 0.45145874797750507, "rec_loss": 0.44420445051330787, "cls_loss": 0.007254297464197197, "epoch": 164}
{"train_lr": 0.0016315983835167014, "loss": 0.45131858603398983, "rec_loss": 0.44406869603344834, "cls_loss": 0.007249890000541479, "epoch": 165}
{"train_lr": 0.0016223268382822547, "loss": 0.4512812853713396, "rec_loss": 0.44406884306898486, "cls_loss": 0.0072124423023547605, "epoch": 166}
{"train_lr": 0.0016130264275694094, "loss": 0.4512012662333011, "rec_loss": 0.4440430666272266, "cls_loss": 0.007158199606074516, "epoch": 167}
{"train_lr": 0.0016036977870488823, "loss": 0.45108902394023087, "rec_loss": 0.44394320654324615, "cls_loss": 0.00714581739698471, "epoch": 168}
{"train_lr": 0.001594341554320863, "loss": 0.4511742471471595, "rec_loss": 0.4440477425590731, "cls_loss": 0.007126504588086391, "epoch": 169}
{"train_lr": 0.0015849583688714274, "loss": 0.4509408786037126, "rec_loss": 0.44387442304585606, "cls_loss": 0.007066455557856572, "epoch": 170}
{"train_lr": 0.0015755488720288389, "loss": 0.4508000476710619, "rec_loss": 0.4437668545362659, "cls_loss": 0.007033193134796023, "epoch": 171}
{"train_lr": 0.0015661137069197084, "loss": 0.45078399514936907, "rec_loss": 0.4437738348228427, "cls_loss": 0.007010160326526369, "epoch": 172}
{"train_lr": 0.0015566535184250365, "loss": 0.45061390460838224, "rec_loss": 0.443649113823015, "cls_loss": 0.006964790785367278, "epoch": 173}
{"train_lr": 0.0015471689531361414, "loss": 0.4504885155470103, "rec_loss": 0.4435468193155546, "cls_loss": 0.006941696231455679, "epoch": 174}
{"train_lr": 0.0015376606593104603, "loss": 0.45049485173293735, "rec_loss": 0.4435623643669085, "cls_loss": 0.006932487366028885, "epoch": 175}
{"train_lr": 0.0015281292868272451, "loss": 0.45029347542983417, "rec_loss": 0.44341016318410253, "cls_loss": 0.006883312245731642, "epoch": 176}
{"train_lr": 0.0015185754871431473, "loss": 0.4502605721438438, "rec_loss": 0.44341377596347, "cls_loss": 0.0068467961803738335, "epoch": 177}
{"train_lr": 0.0015089999132476845, "loss": 0.45015505568610537, "rec_loss": 0.4433402343271061, "cls_loss": 0.006814821358999232, "epoch": 178}
{"train_lr": 0.001499403219618607, "loss": 0.4501059187742402, "rec_loss": 0.44332780388112253, "cls_loss": 0.006778114893117722, "epoch": 179}
{"train_lr": 0.0014897860621771836, "loss": 0.4501284510780608, "rec_loss": 0.4433794474611298, "cls_loss": 0.0067490036169310305, "epoch": 180}
{"train_lr": 0.001480149098243348, "loss": 0.4498390633593655, "rec_loss": 0.44311066824966705, "cls_loss": 0.006728395109698445, "epoch": 181}
{"train_lr": 0.001470492986490781, "loss": 0.44980679442148985, "rec_loss": 0.44312038189039016, "cls_loss": 0.006686412531099706, "epoch": 182}
{"train_lr": 0.0014608183869018975, "loss": 0.4497303114679268, "rec_loss": 0.4430609107351838, "cls_loss": 0.006669400732743014, "epoch": 183}
{"train_lr": 0.0014511259607227277, "loss": 0.4496907166047048, "rec_loss": 0.4430661789344576, "cls_loss": 0.006624537670247194, "epoch": 184}
{"train_lr": 0.001441416370417725, "loss": 0.4495442777645691, "rec_loss": 0.4429458167750197, "cls_loss": 0.006598460989549401, "epoch": 185}
{"train_lr": 0.0014316902796244887, "loss": 0.44949241534870965, "rec_loss": 0.44294906384311616, "cls_loss": 0.006543351505593493, "epoch": 186}
{"train_lr": 0.0014219483531084064, "loss": 0.4494088767460198, "rec_loss": 0.44288062239185166, "cls_loss": 0.006528254354168148, "epoch": 187}
{"train_lr": 0.001412191256717215, "loss": 0.44927280039416634, "rec_loss": 0.44277943369263834, "cls_loss": 0.0064933667015280565, "epoch": 188}
{"train_lr": 0.001402419657335489, "loss": 0.4492204109074709, "rec_loss": 0.44274262683346677, "cls_loss": 0.0064777840740041425, "epoch": 189}
{"train_lr": 0.0013926342228390684, "loss": 0.44911240013667947, "rec_loss": 0.4426590606319503, "cls_loss": 0.006453339504729136, "epoch": 190}
{"train_lr": 0.0013828356220494033, "loss": 0.44903606643954563, "rec_loss": 0.44264148080196136, "cls_loss": 0.0063945856375842896, "epoch": 191}
{"train_lr": 0.0013730245246878423, "loss": 0.44892468295265875, "rec_loss": 0.44255372401303017, "cls_loss": 0.006370958939628625, "epoch": 192}
{"train_lr": 0.0013632016013298538, "loss": 0.4488296844190653, "rec_loss": 0.4424831199770172, "cls_loss": 0.006346564442048055, "epoch": 193}
{"train_lr": 0.001353367523359204, "loss": 0.44870548717438236, "rec_loss": 0.44240530427449787, "cls_loss": 0.006300182899884441, "epoch": 194}
{"train_lr": 0.001343522962922057, "loss": 0.4486041937669096, "rec_loss": 0.442333773136712, "cls_loss": 0.006270420630197548, "epoch": 195}
{"train_lr": 0.0013336685928810425, "loss": 0.44845680157978235, "rec_loss": 0.4422068732181707, "cls_loss": 0.006249928361611614, "epoch": 196}
{"train_lr": 0.0013238050867692658, "loss": 0.44840819737901955, "rec_loss": 0.44217892279490256, "cls_loss": 0.0062292745841170056, "epoch": 197}
{"train_lr": 0.0013139331187442618, "loss": 0.44834089095615454, "rec_loss": 0.44216135836158615, "cls_loss": 0.006179532594568371, "epoch": 198}
{"train_lr": 0.0013040533635419373, "loss": 0.4482331181579633, "rec_loss": 0.4420922572712581, "cls_loss": 0.006140860886705177, "epoch": 199}
{"train_lr": 0.0012941664964304324, "loss": 0.4481233288997595, "rec_loss": 0.4420104904028659, "cls_loss": 0.006112838496893602, "epoch": 200}
{"train_lr": 0.0012842731931639827, "loss": 0.44808174561181563, "rec_loss": 0.44200543723164654, "cls_loss": 0.006076308380169137, "epoch": 201}
{"train_lr": 0.0012743741299367233, "loss": 0.44793949553548795, "rec_loss": 0.4418789153106702, "cls_loss": 0.006060580224817759, "epoch": 202}
{"train_lr": 0.0012644699833364794, "loss": 0.4478437177517779, "rec_loss": 0.4418141991974643, "cls_loss": 0.006029518554313631, "epoch": 203}
{"train_lr": 0.0012545614302985118, "loss": 0.4476631681348245, "rec_loss": 0.441680623158717, "cls_loss": 0.005982544976107489, "epoch": 204}
{"train_lr": 0.001244649148059262, "loss": 0.4476361790988542, "rec_loss": 0.44168491577968383, "cls_loss": 0.005951263319170371, "epoch": 205}
{"train_lr": 0.0012347338141100496, "loss": 0.4474870419654531, "rec_loss": 0.44156563037242264, "cls_loss": 0.005921411593030475, "epoch": 206}
{"train_lr": 0.001224816106150782, "loss": 0.44747572780537526, "rec_loss": 0.4415899090325603, "cls_loss": 0.005885818772814953, "epoch": 207}
{"train_lr": 0.0012148967020436238, "loss": 0.4473447591034738, "rec_loss": 0.44148592948794174, "cls_loss": 0.005858829615532066, "epoch": 208}
{"train_lr": 0.00120497627976667, "loss": 0.44721067516813773, "rec_loss": 0.4413856997763595, "cls_loss": 0.005824975391778235, "epoch": 209}
{"train_lr": 0.0011950555173676038, "loss": 0.4472040731715634, "rec_loss": 0.44141951246927374, "cls_loss": 0.005784560702289663, "epoch": 210}
{"train_lr": 0.0011851350929173569, "loss": 0.4471668337979421, "rec_loss": 0.44139460210377973, "cls_loss": 0.0057722316941623995, "epoch": 211}
{"train_lr": 0.001175215684463764, "loss": 0.44693001972793867, "rec_loss": 0.44119871985644865, "cls_loss": 0.005731299871490008, "epoch": 212}
{"train_lr": 0.0011652979699852144, "loss": 0.44690141002749256, "rec_loss": 0.4411876662574613, "cls_loss": 0.005713743770031261, "epoch": 213}
{"train_lr": 0.0011553826273443225, "loss": 0.4468149296806074, "rec_loss": 0.44114517957234806, "cls_loss": 0.005669750108259345, "epoch": 214}
{"train_lr": 0.0011454703342415808, "loss": 0.4466025936576793, "rec_loss": 0.4409606753108211, "cls_loss": 0.005641918346858195, "epoch": 215}
{"train_lr": 0.0011355617681690611, "loss": 0.44651596746632255, "rec_loss": 0.4409192474200748, "cls_loss": 0.005596720046247729, "epoch": 216}
{"train_lr": 0.0011256576063640904, "loss": 0.44661736930258766, "rec_loss": 0.4410498052513084, "cls_loss": 0.005567564051279288, "epoch": 217}
{"train_lr": 0.0011157585257629723, "loss": 0.44631708984245333, "rec_loss": 0.44079447128714466, "cls_loss": 0.00552261855530863, "epoch": 218}
{"train_lr": 0.0011058652029547155, "loss": 0.4462064384813577, "rec_loss": 0.4407072475968072, "cls_loss": 0.005499190884550514, "epoch": 219}
{"train_lr": 0.0010959783141347927, "loss": 0.4460905060432896, "rec_loss": 0.4406231390969016, "cls_loss": 0.005467366946388024, "epoch": 220}
{"train_lr": 0.001086098535058923, "loss": 0.4461462252228767, "rec_loss": 0.44071617297446114, "cls_loss": 0.005430052248415543, "epoch": 221}
{"train_lr": 0.0010762265409968803, "loss": 0.44592238028375364, "rec_loss": 0.4405124748471933, "cls_loss": 0.005409905436560318, "epoch": 222}
{"train_lr": 0.0010663630066863462, "loss": 0.44586167575788493, "rec_loss": 0.4404984266521075, "cls_loss": 0.005363249105777448, "epoch": 223}
{"train_lr": 0.0010565086062867884, "loss": 0.4457136706842926, "rec_loss": 0.4403641371605679, "cls_loss": 0.005349533523724695, "epoch": 224}
{"train_lr": 0.0010466640133333848, "loss": 0.4456019162210932, "rec_loss": 0.4403028040348242, "cls_loss": 0.0052991121862690374, "epoch": 225}
{"train_lr": 0.0010368299006909853, "loss": 0.44556004844204067, "rec_loss": 0.4402770734069726, "cls_loss": 0.005282975035068096, "epoch": 226}
{"train_lr": 0.0010270069405081271, "loss": 0.445252038108848, "rec_loss": 0.43999934218561226, "cls_loss": 0.005252695923235688, "epoch": 227}
{"train_lr": 0.0010171958041710887, "loss": 0.4453611660949555, "rec_loss": 0.4401632125298373, "cls_loss": 0.005197953565118205, "epoch": 228}
{"train_lr": 0.0010073971622580082, "loss": 0.44531634048703733, "rec_loss": 0.44011157796455497, "cls_loss": 0.005204762522482316, "epoch": 229}
{"train_lr": 0.000997611684493044, "loss": 0.44515987904527815, "rec_loss": 0.43999003910292417, "cls_loss": 0.005169839942353951, "epoch": 230}
{"train_lr": 0.0009878400397006024, "loss": 0.445111600692447, "rec_loss": 0.4399731199686917, "cls_loss": 0.005138480723755306, "epoch": 231}
{"train_lr": 0.0009780828957596257, "loss": 0.44489091909692946, "rec_loss": 0.4397934162153456, "cls_loss": 0.00509750288158382, "epoch": 232}
{"train_lr": 0.0009683409195579381, "loss": 0.44481065991003094, "rec_loss": 0.439742078509134, "cls_loss": 0.005068581400896969, "epoch": 233}
{"train_lr": 0.0009586147769466759, "loss": 0.44469179682551513, "rec_loss": 0.439653605216732, "cls_loss": 0.00503819160878312, "epoch": 234}
{"train_lr": 0.0009489051326947639, "loss": 0.4445889813940971, "rec_loss": 0.4395958452473562, "cls_loss": 0.004993136146740886, "epoch": 235}
{"train_lr": 0.0009392126504434936, "loss": 0.4445383300090515, "rec_loss": 0.4395530450110061, "cls_loss": 0.0049852849980454314, "epoch": 236}
{"train_lr": 0.0009295379926611472, "loss": 0.44443495655263504, "rec_loss": 0.4395149049934191, "cls_loss": 0.004920051559215958, "epoch": 237}
{"train_lr": 0.0009198818205977335, "loss": 0.44431255327393815, "rec_loss": 0.4394230390361582, "cls_loss": 0.004889514237779972, "epoch": 238}
{"train_lr": 0.0009102447942397881, "loss": 0.44418852827514527, "rec_loss": 0.4393268598912236, "cls_loss": 0.0048616683839216605, "epoch": 239}
{"train_lr": 0.0009006275722652596, "loss": 0.4441146445938219, "rec_loss": 0.43927297037906754, "cls_loss": 0.0048416742147543495, "epoch": 240}
{"train_lr": 0.0008910308119984967, "loss": 0.4439643851450782, "rec_loss": 0.43915816112899053, "cls_loss": 0.004806224016087631, "epoch": 241}
{"train_lr": 0.0008814551693653139, "loss": 0.4438282494760736, "rec_loss": 0.43906092792391205, "cls_loss": 0.0047673215521615185, "epoch": 242}
{"train_lr": 0.0008719012988481667, "loss": 0.44375854342690263, "rec_loss": 0.43900636962662715, "cls_loss": 0.004752173800275509, "epoch": 243}
{"train_lr": 0.0008623698534414142, "loss": 0.4437160593850608, "rec_loss": 0.4389986399656687, "cls_loss": 0.004717419419392126, "epoch": 244}
{"train_lr": 0.0008528614846066863, "loss": 0.44360130265279923, "rec_loss": 0.43892529002653485, "cls_loss": 0.004676012626264427, "epoch": 245}
{"train_lr": 0.0008433768422283663, "loss": 0.4434272683323424, "rec_loss": 0.4387752329990363, "cls_loss": 0.004652035333306113, "epoch": 246}
{"train_lr": 0.0008339165745691594, "loss": 0.44338862659629413, "rec_loss": 0.4387775541414531, "cls_loss": 0.004611072454841074, "epoch": 247}
{"train_lr": 0.000824481328225794, "loss": 0.44323157070889113, "rec_loss": 0.4386563034584889, "cls_loss": 0.0045752672504022485, "epoch": 248}
{"train_lr": 0.0008150717480848233, "loss": 0.44309744203779605, "rec_loss": 0.438538496561635, "cls_loss": 0.004558945476161078, "epoch": 249}
{"train_lr": 0.0008056884772785526, "loss": 0.4429708957658687, "rec_loss": 0.4384417136808714, "cls_loss": 0.004529182084997256, "epoch": 250}
{"train_lr": 0.0007963321571410765, "loss": 0.4428354522778346, "rec_loss": 0.43834920721844983, "cls_loss": 0.004486245059384741, "epoch": 251}
{"train_lr": 0.0007870034271644481, "loss": 0.44279808207811117, "rec_loss": 0.4383471743024599, "cls_loss": 0.004450907775651267, "epoch": 252}
{"train_lr": 0.0007777029249549686, "loss": 0.44262782249405486, "rec_loss": 0.4382068251725286, "cls_loss": 0.004420997321526206, "epoch": 253}
{"train_lr": 0.0007684312861896114, "loss": 0.4426130351454422, "rec_loss": 0.4382090527050866, "cls_loss": 0.004403982440355601, "epoch": 254}
{"train_lr": 0.0007591891445725696, "loss": 0.4425465851417334, "rec_loss": 0.4381667146554742, "cls_loss": 0.0043798704862591615, "epoch": 255}
{"train_lr": 0.0007499771317919441, "loss": 0.4423434070286487, "rec_loss": 0.4380125356181405, "cls_loss": 0.004330871410508199, "epoch": 256}
{"train_lr": 0.0007407958774765734, "loss": 0.4422675976346886, "rec_loss": 0.43796542088071316, "cls_loss": 0.004302176753975427, "epoch": 257}
{"train_lr": 0.0007316460091529941, "loss": 0.4421741959332184, "rec_loss": 0.4378917939626636, "cls_loss": 0.004282401970554836, "epoch": 258}
{"train_lr": 0.0007225281522025517, "loss": 0.44207025472967826, "rec_loss": 0.43781750194298535, "cls_loss": 0.00425275278669291, "epoch": 259}
{"train_lr": 0.0007134429298186565, "loss": 0.4419045575324652, "rec_loss": 0.43769666763882226, "cls_loss": 0.004207889893642949, "epoch": 260}
{"train_lr": 0.0007043909629641905, "loss": 0.4417781912461811, "rec_loss": 0.4375971269566948, "cls_loss": 0.00418106428948634, "epoch": 261}
{"train_lr": 0.0006953728703290641, "loss": 0.44168672811601706, "rec_loss": 0.4375305837438179, "cls_loss": 0.004156144372199122, "epoch": 262}
{"train_lr": 0.000686389268287929, "loss": 0.44162917065960544, "rec_loss": 0.43750183823375177, "cls_loss": 0.004127332425853707, "epoch": 263}
{"train_lr": 0.0006774407708580532, "loss": 0.4414994816318843, "rec_loss": 0.4373988478134076, "cls_loss": 0.004100633818476733, "epoch": 264}
{"train_lr": 0.0006685279896573475, "loss": 0.4413303229607547, "rec_loss": 0.43727324403917944, "cls_loss": 0.00405707892157527, "epoch": 265}
{"train_lr": 0.0006596515338625683, "loss": 0.441242372457894, "rec_loss": 0.43720280251895577, "cls_loss": 0.004039569938938187, "epoch": 266}
{"train_lr": 0.0006508120101676776, "loss": 0.4411604915154058, "rec_loss": 0.4371619082521647, "cls_loss": 0.0039985832632411095, "epoch": 267}
{"train_lr": 0.0006420100227423791, "loss": 0.4410469954879003, "rec_loss": 0.437070423987909, "cls_loss": 0.003976571499991293, "epoch": 268}
{"train_lr": 0.0006332461731908206, "loss": 0.4409973043145025, "rec_loss": 0.4370666803099597, "cls_loss": 0.003930624004542784, "epoch": 269}
{"train_lr": 0.0006245210605104768, "loss": 0.44090217257855374, "rec_loss": 0.43698313665719557, "cls_loss": 0.003919035921358162, "epoch": 270}
{"train_lr": 0.000615835281051211, "loss": 0.44068013018554314, "rec_loss": 0.4367920925291494, "cls_loss": 0.003888037656393769, "epoch": 271}
{"train_lr": 0.0006071894284745102, "loss": 0.440639662967815, "rec_loss": 0.43676588722528553, "cls_loss": 0.003873775742529408, "epoch": 272}
{"train_lr": 0.0005985840937129133, "loss": 0.4404282472956905, "rec_loss": 0.43659649323075056, "cls_loss": 0.0038317540649400027, "epoch": 273}
{"train_lr": 0.0005900198649296223, "loss": 0.4404688731622464, "rec_loss": 0.43666260989788824, "cls_loss": 0.003806263264358187, "epoch": 274}
{"train_lr": 0.0005814973274782951, "loss": 0.4403364497120259, "rec_loss": 0.4365669655888222, "cls_loss": 0.003769484123203699, "epoch": 275}
{"train_lr": 0.0005730170638630477, "loss": 0.44017364297894507, "rec_loss": 0.43643202026111955, "cls_loss": 0.0037416227178255212, "epoch": 276}
{"train_lr": 0.0005645796536986325, "loss": 0.44010697333779275, "rec_loss": 0.4364146140630906, "cls_loss": 0.0036923592747021197, "epoch": 277}
{"train_lr": 0.0005561856736708275, "loss": 0.43996902489335554, "rec_loss": 0.436277457471125, "cls_loss": 0.0036915674222305263, "epoch": 278}
{"train_lr": 0.0005478356974970164, "loss": 0.43979467961152974, "rec_loss": 0.4361416992958253, "cls_loss": 0.0036529803157044137, "epoch": 279}
{"train_lr": 0.0005395302958869792, "loss": 0.43969884974880047, "rec_loss": 0.4360619368067441, "cls_loss": 0.0036369129420563695, "epoch": 280}
{"train_lr": 0.0005312700365038844, "loss": 0.43960322542835245, "rec_loss": 0.43601498391646415, "cls_loss": 0.0035882415118883215, "epoch": 281}
{"train_lr": 0.0005230554839254872, "loss": 0.43942738458612535, "rec_loss": 0.4358781863732311, "cls_loss": 0.003549198212894202, "epoch": 282}
{"train_lr": 0.0005148871996055453, "loss": 0.43930576681736383, "rec_loss": 0.43578090057827723, "cls_loss": 0.003524866239086595, "epoch": 283}
{"train_lr": 0.0005067657418354414, "loss": 0.4393423904962336, "rec_loss": 0.4358392903784242, "cls_loss": 0.0035031001178093646, "epoch": 284}
{"train_lr": 0.0004986916657060247, "loss": 0.4391752066333608, "rec_loss": 0.4356996431612434, "cls_loss": 0.0034755634721174524, "epoch": 285}
{"train_lr": 0.0004906655230696758, "loss": 0.4391070256097942, "rec_loss": 0.435651927225244, "cls_loss": 0.0034550983845502534, "epoch": 286}
{"train_lr": 0.00048268786250258057, "loss": 0.438975005535399, "rec_loss": 0.4355486050331726, "cls_loss": 0.003426400502226338, "epoch": 287}
{"train_lr": 0.000474759229267242, "loss": 0.43876131889383263, "rec_loss": 0.4353587623231877, "cls_loss": 0.003402556570644941, "epoch": 288}
{"train_lr": 0.00046688016527521054, "loss": 0.43866334782412125, "rec_loss": 0.4353128708122919, "cls_loss": 0.0033504770118293566, "epoch": 289}
{"train_lr": 0.00045905120905004326, "loss": 0.43855053442852154, "rec_loss": 0.43520813613222575, "cls_loss": 0.0033423982962957756, "epoch": 290}
{"train_lr": 0.00045127289569049867, "loss": 0.4385120734223864, "rec_loss": 0.435197694806191, "cls_loss": 0.0033143786161954035, "epoch": 291}
{"train_lr": 0.0004435457568339625, "loss": 0.4383800983172571, "rec_loss": 0.4350915049883322, "cls_loss": 0.003288593328924878, "epoch": 292}
{"train_lr": 0.00043587032062011134, "loss": 0.4382532934424046, "rec_loss": 0.43499788840134174, "cls_loss": 0.0032554050410628687, "epoch": 293}
{"train_lr": 0.0004282471116548145, "loss": 0.4381922354295733, "rec_loss": 0.4349628536221691, "cls_loss": 0.0032293818074042345, "epoch": 294}
{"train_lr": 0.0004206766509742785, "loss": 0.4380913600857056, "rec_loss": 0.43489193115741587, "cls_loss": 0.003199428928289704, "epoch": 295}
{"train_lr": 0.00041315945600943526, "loss": 0.4379114323465052, "rec_loss": 0.4347368217706203, "cls_loss": 0.0031746105758849387, "epoch": 296}
{"train_lr": 0.00040569604055057444, "loss": 0.4377789523777187, "rec_loss": 0.4346378798632381, "cls_loss": 0.0031410725144805605, "epoch": 297}
{"train_lr": 0.0003982869147122293, "loss": 0.43765202366853956, "rec_loss": 0.4345297934427762, "cls_loss": 0.0031222302257633717, "epoch": 298}
{"train_lr": 0.00039093258489830864, "loss": 0.43748625703814564, "rec_loss": 0.43439024249808145, "cls_loss": 0.0030960145400641547, "epoch": 299}
{"train_lr": 0.00038363355376748524, "loss": 0.43744057793875796, "rec_loss": 0.4343693075904575, "cls_loss": 0.003071270348300459, "epoch": 300}
{"train_lr": 0.0003763903201988429, "loss": 0.4372886887598818, "rec_loss": 0.4342354072066836, "cls_loss": 0.0030532815531981983, "epoch": 301}
{"train_lr": 0.000369203379257773, "loss": 0.43718773290570073, "rec_loss": 0.43417585734277964, "cls_loss": 0.003011875562921117, "epoch": 302}
{"train_lr": 0.00036207322216214353, "loss": 0.4370690025975935, "rec_loss": 0.43406901342006254, "cls_loss": 0.0029999891775309476, "epoch": 303}
{"train_lr": 0.00035500033624871936, "loss": 0.4371171817741318, "rec_loss": 0.434148433427207, "cls_loss": 0.0029687483469248177, "epoch": 304}
{"train_lr": 0.000347985204939858, "loss": 0.436926281776113, "rec_loss": 0.4339911882968572, "cls_loss": 0.0029350934792558127, "epoch": 305}
{"train_lr": 0.00034102830771046616, "loss": 0.43686015133288236, "rec_loss": 0.4339421824492419, "cls_loss": 0.0029179688836404984, "epoch": 306}
{"train_lr": 0.0003341301200552273, "loss": 0.4366690525449042, "rec_loss": 0.43378072903037834, "cls_loss": 0.002888323514525837, "epoch": 307}
{"train_lr": 0.00032729111345610514, "loss": 0.4365326207041504, "rec_loss": 0.43365564486250663, "cls_loss": 0.0028769758416437516, "epoch": 308}
{"train_lr": 0.0003205117553501166, "loss": 0.43644527818014467, "rec_loss": 0.43360389281923956, "cls_loss": 0.002841385360905126, "epoch": 309}
{"train_lr": 0.00031379250909738184, "loss": 0.436405282999215, "rec_loss": 0.43357905972963917, "cls_loss": 0.0028262232695758427, "epoch": 310}
{"train_lr": 0.0003071338339494575, "loss": 0.4361863608390148, "rec_loss": 0.4333862096238404, "cls_loss": 0.0028001512151744324, "epoch": 311}
{"train_lr": 0.00030053618501794455, "loss": 0.436214398927731, "rec_loss": 0.43344952871736425, "cls_loss": 0.0027648702103667743, "epoch": 312}
{"train_lr": 0.00029400001324338327, "loss": 0.43596298385075033, "rec_loss": 0.4332077846122094, "cls_loss": 0.0027551992385409763, "epoch": 313}
{"train_lr": 0.00028752576536443276, "loss": 0.4358605324337427, "rec_loss": 0.433135285304907, "cls_loss": 0.0027252471288356436, "epoch": 314}
{"train_lr": 0.0002811138838873345, "loss": 0.4357985737238451, "rec_loss": 0.4331046156227015, "cls_loss": 0.0026939581011435785, "epoch": 315}
{"train_lr": 0.0002747648070556716, "loss": 0.4356807799972441, "rec_loss": 0.4329917476966213, "cls_loss": 0.0026890323006227845, "epoch": 316}
{"train_lr": 0.00026847896882041067, "loss": 0.4355405821486737, "rec_loss": 0.4328748708626685, "cls_loss": 0.0026657112860051803, "epoch": 317}
{"train_lr": 0.00026225679881024553, "loss": 0.43541035866791133, "rec_loss": 0.43278467747120136, "cls_loss": 0.0026256811967099425, "epoch": 318}
{"train_lr": 0.0002560987223022313, "loss": 0.43542125159691725, "rec_loss": 0.43280285749082953, "cls_loss": 0.0026183941060877168, "epoch": 319}
{"train_lr": 0.0002500051601927171, "loss": 0.43525005440675063, "rec_loss": 0.43266959823309803, "cls_loss": 0.0025804561736526336, "epoch": 320}
{"train_lr": 0.00024397652896857873, "loss": 0.43519559162357324, "rec_loss": 0.4326363634616614, "cls_loss": 0.0025592281619118205, "epoch": 321}
{"train_lr": 0.00023801324067875262, "loss": 0.43508025654834154, "rec_loss": 0.43253574054091215, "cls_loss": 0.0025445160074293828, "epoch": 322}
{"train_lr": 0.00023211570290607145, "loss": 0.43487645276034015, "rec_loss": 0.4323642543481233, "cls_loss": 0.0025121984122168403, "epoch": 323}
{"train_lr": 0.00022628431873940812, "loss": 0.4347906934702526, "rec_loss": 0.4322844442421905, "cls_loss": 0.002506249228062165, "epoch": 324}
{"train_lr": 0.00022051948674612485, "loss": 0.43467743514553053, "rec_loss": 0.43220463964061284, "cls_loss": 0.002472795504917695, "epoch": 325}
{"train_lr": 0.00021482160094483024, "loss": 0.4346710492299257, "rec_loss": 0.43221855556998307, "cls_loss": 0.002452493659942635, "epoch": 326}
{"train_lr": 0.00020919105077844973, "loss": 0.4345410173864832, "rec_loss": 0.432095849313415, "cls_loss": 0.0024451680730682057, "epoch": 327}
{"train_lr": 0.0002036282210876085, "loss": 0.4344509757308445, "rec_loss": 0.4320325045249401, "cls_loss": 0.002418471205904401, "epoch": 328}
{"train_lr": 0.0001981334920843262, "loss": 0.4342321718326835, "rec_loss": 0.4318440576286939, "cls_loss": 0.0023881142039895984, "epoch": 329}
{"train_lr": 0.0001927072393260312, "loss": 0.4343014835411827, "rec_loss": 0.4319350565485179, "cls_loss": 0.0023664269926648093, "epoch": 330}
{"train_lr": 0.00018734983368989182, "loss": 0.4340242111046068, "rec_loss": 0.4316617872279424, "cls_loss": 0.0023624238766644387, "epoch": 331}
{"train_lr": 0.00018206164134746647, "loss": 0.4339868044089482, "rec_loss": 0.43165928468060416, "cls_loss": 0.002327519728344039, "epoch": 332}
{"train_lr": 0.00017684302373967737, "loss": 0.43397318149176595, "rec_loss": 0.43165518815079945, "cls_loss": 0.0023179933409664955, "epoch": 333}
{"train_lr": 0.0001716943375521059, "loss": 0.43383837522846175, "rec_loss": 0.43153155405217636, "cls_loss": 0.0023068211762853398, "epoch": 334}
{"train_lr": 0.00016661593469061354, "loss": 0.43380854769096305, "rec_loss": 0.4315290099893434, "cls_loss": 0.0022795377016196793, "epoch": 335}
{"train_lr": 0.00016160816225729033, "loss": 0.4335922459391347, "rec_loss": 0.43132917501199514, "cls_loss": 0.0022630709271395924, "epoch": 336}
{"train_lr": 0.00015667136252672987, "loss": 0.43352842647805234, "rec_loss": 0.4312921496740996, "cls_loss": 0.002236276803952746, "epoch": 337}
{"train_lr": 0.0001518058729226357, "loss": 0.433458196358177, "rec_loss": 0.4312443478594128, "cls_loss": 0.002213848498764165, "epoch": 338}
{"train_lr": 0.00014701202599475945, "loss": 0.4334055384167, "rec_loss": 0.43120177754630834, "cls_loss": 0.00220376087039161, "epoch": 339}
{"train_lr": 0.00014229014939617072, "loss": 0.4332362987893015, "rec_loss": 0.4310440848677013, "cls_loss": 0.002192213921600155, "epoch": 340}
{"train_lr": 0.00013764056586086271, "loss": 0.43323912334257425, "rec_loss": 0.4310736797379855, "cls_loss": 0.0021654436045887102, "epoch": 341}
{"train_lr": 0.00013306359318169365, "loss": 0.43320401220270444, "rec_loss": 0.4310482800938189, "cls_loss": 0.002155732108885553, "epoch": 342}
{"train_lr": 0.00012855954418866642, "loss": 0.4330126540758801, "rec_loss": 0.430876177849057, "cls_loss": 0.002136476226823083, "epoch": 343}
{"train_lr": 0.00012412872672754675, "loss": 0.4329456262191506, "rec_loss": 0.4308253903276263, "cls_loss": 0.0021202358915242935, "epoch": 344}
{"train_lr": 0.00011977144363882261, "loss": 0.43295475354903035, "rec_loss": 0.43085807100392115, "cls_loss": 0.0020966825451092194, "epoch": 345}
{"train_lr": 0.0001154879927370049, "loss": 0.4328641063834766, "rec_loss": 0.43078079469836295, "cls_loss": 0.002083311685113679, "epoch": 346}
{"train_lr": 0.00011127866679027283, "loss": 0.43276921117878886, "rec_loss": 0.43069195945580036, "cls_loss": 0.0020772517229885033, "epoch": 347}
{"train_lr": 0.00010714375350046351, "loss": 0.432532569410761, "rec_loss": 0.43049009612952477, "cls_loss": 0.0020424732812362213, "epoch": 348}
{"train_lr": 0.00010308353548340771, "loss": 0.4325648808354251, "rec_loss": 0.43052711279298633, "cls_loss": 0.002037768042438797, "epoch": 349}
{"train_lr": 9.909829024961328e-05, "loss": 0.4324534820406697, "rec_loss": 0.430432819809096, "cls_loss": 0.002020662231573694, "epoch": 350}
{"train_lr": 9.518829018529859e-05, "loss": 0.4323938493427751, "rec_loss": 0.4303717729396736, "cls_loss": 0.0020220764031014717, "epoch": 351}
{"train_lr": 9.135380253377372e-05, "loss": 0.4322995747854223, "rec_loss": 0.43029890685843736, "cls_loss": 0.0020006679269849535, "epoch": 352}
{"train_lr": 8.759508937717645e-05, "loss": 0.4321772222558535, "rec_loss": 0.4302026423721168, "cls_loss": 0.001974579883736647, "epoch": 353}
{"train_lr": 8.391240761855796e-05, "loss": 0.4321117494799485, "rec_loss": 0.4301437377595367, "cls_loss": 0.0019680117204118755, "epoch": 354}
{"train_lr": 8.030600896432466e-05, "loss": 0.43203349434840604, "rec_loss": 0.4300684139538461, "cls_loss": 0.001965080394559967, "epoch": 355}
{"train_lr": 7.677613990703394e-05, "loss": 0.4319984278242653, "rec_loss": 0.43004793463012153, "cls_loss": 0.001950493194143723, "epoch": 356}
{"train_lr": 7.3323041708547e-05, "loss": 0.43194289089722543, "rec_loss": 0.43001065037261027, "cls_loss": 0.001932240524615153, "epoch": 357}
{"train_lr": 6.994695038353875e-05, "loss": 0.4319273933601019, "rec_loss": 0.4300046475031055, "cls_loss": 0.0019227458569963719, "epoch": 358}
{"train_lr": 6.664809668336669e-05, "loss": 0.4317995363499927, "rec_loss": 0.42988594113968503, "cls_loss": 0.0019135952103076703, "epoch": 359}
{"train_lr": 6.34267060802992e-05, "loss": 0.43175105064293373, "rec_loss": 0.4298564399867199, "cls_loss": 0.0018946106562137944, "epoch": 360}
{"train_lr": 6.028299875210485e-05, "loss": 0.43186850119848086, "rec_loss": 0.4299949523574935, "cls_loss": 0.0018735488409873096, "epoch": 361}
{"train_lr": 5.7217189567003545e-05, "loss": 0.43162212331554445, "rec_loss": 0.42975264072465974, "cls_loss": 0.0018694825908847307, "epoch": 362}
{"train_lr": 5.422948806898064e-05, "loss": 0.4314909054600764, "rec_loss": 0.42962274360112274, "cls_loss": 0.0018681618589536624, "epoch": 363}
{"train_lr": 5.1320098463464775e-05, "loss": 0.43150468160499655, "rec_loss": 0.4296453060785261, "cls_loss": 0.0018593755264704763, "epoch": 364}
{"train_lr": 4.84892196033709e-05, "loss": 0.43146403782646725, "rec_loss": 0.4296229885628399, "cls_loss": 0.0018410492636273073, "epoch": 365}
{"train_lr": 4.573704497550857e-05, "loss": 0.4313858106025248, "rec_loss": 0.42954471826147383, "cls_loss": 0.0018410923410509638, "epoch": 366}
{"train_lr": 4.306376268735794e-05, "loss": 0.4312483212185772, "rec_loss": 0.4294291563236561, "cls_loss": 0.0018191648949211342, "epoch": 367}
{"train_lr": 4.046955545421225e-05, "loss": 0.4312758606798548, "rec_loss": 0.4294660527032251, "cls_loss": 0.0018098079766297394, "epoch": 368}
{"train_lr": 3.7954600586689786e-05, "loss": 0.4311304295834373, "rec_loss": 0.4293201785857001, "cls_loss": 0.001810250997737174, "epoch": 369}
{"train_lr": 3.5519069978615055e-05, "loss": 0.43120655837040034, "rec_loss": 0.4294205376794801, "cls_loss": 0.0017860206909202903, "epoch": 370}
{"train_lr": 3.316313009526999e-05, "loss": 0.4310716236448873, "rec_loss": 0.42928292419021136, "cls_loss": 0.001788699454675971, "epoch": 371}
{"train_lr": 3.0886941962016026e-05, "loss": 0.4310383316353695, "rec_loss": 0.42926163083085644, "cls_loss": 0.0017767008045130074, "epoch": 372}
{"train_lr": 2.869066115328848e-05, "loss": 0.4309895047299622, "rec_loss": 0.42921550312819773, "cls_loss": 0.001774001601764515, "epoch": 373}
{"train_lr": 2.6574437781963238e-05, "loss": 0.43097392862564915, "rec_loss": 0.42920880359955704, "cls_loss": 0.0017651250260920885, "epoch": 374}
{"train_lr": 2.4538416489096603e-05, "loss": 0.431011303675976, "rec_loss": 0.4292646477906368, "cls_loss": 0.001746655885339211, "epoch": 375}
{"train_lr": 2.2582736434039443e-05, "loss": 0.4309902617765846, "rec_loss": 0.429236550654213, "cls_loss": 0.0017537111223716168, "epoch": 376}
{"train_lr": 2.0707531284925677e-05, "loss": 0.43090965765688266, "rec_loss": 0.42916566397373873, "cls_loss": 0.001743993683143904, "epoch": 377}
{"train_lr": 1.8912929209536306e-05, "loss": 0.43085055334308775, "rec_loss": 0.4291131225450394, "cls_loss": 0.001737430798048314, "epoch": 378}
{"train_lr": 1.719905286653936e-05, "loss": 0.4308197182106433, "rec_loss": 0.4290807325249681, "cls_loss": 0.0017389856856751952, "epoch": 379}
{"train_lr": 1.556601939710621e-05, "loss": 0.4307499764486471, "rec_loss": 0.42901861040781325, "cls_loss": 0.0017313660408338667, "epoch": 380}
{"train_lr": 1.401394041690528e-05, "loss": 0.430663199075111, "rec_loss": 0.4289503045953237, "cls_loss": 0.0017128944797873257, "epoch": 381}
{"train_lr": 1.2542922008473175e-05, "loss": 0.43080065204111845, "rec_loss": 0.42907928412135404, "cls_loss": 0.0017213679197643965, "epoch": 382}
{"train_lr": 1.1153064713964049e-05, "loss": 0.4306412705409457, "rec_loss": 0.4289218231390875, "cls_loss": 0.0017194474018581856, "epoch": 383}
{"train_lr": 9.84446352827779e-06, "loss": 0.43071094859716397, "rec_loss": 0.42900035188843805, "cls_loss": 0.0017105967087259043, "epoch": 384}
{"train_lr": 8.617207892567169e-06, "loss": 0.43069235607128153, "rec_loss": 0.4289832826381406, "cls_loss": 0.0017090734331409645, "epoch": 385}
{"train_lr": 7.471381688124651e-06, "loss": 0.43055299481800785, "rec_loss": 0.42884919181681025, "cls_loss": 0.0017038030011976028, "epoch": 386}
{"train_lr": 6.407063230649251e-06, "loss": 0.43067727509011233, "rec_loss": 0.4289653886599132, "cls_loss": 0.0017118864301991356, "epoch": 387}
{"train_lr": 5.424325264893739e-06, "loss": 0.4306860281106963, "rec_loss": 0.428981821387051, "cls_loss": 0.0017042067236453034, "epoch": 388}
{"train_lr": 4.523234959692676e-06, "loss": 0.43056066047254204, "rec_loss": 0.428855487324584, "cls_loss": 0.0017051731479580505, "epoch": 389}
{"train_lr": 3.7038539033714472e-06, "loss": 0.43056152120913954, "rec_loss": 0.42886304896539795, "cls_loss": 0.001698472243741633, "epoch": 390}
{"train_lr": 2.966238099536839e-06, "loss": 0.43052776057859377, "rec_loss": 0.42884170849067277, "cls_loss": 0.0016860520879209873, "epoch": 391}
{"train_lr": 2.3104379632492146e-06, "loss": 0.4305184547183555, "rec_loss": 0.4288284470661519, "cls_loss": 0.0016900076522035352, "epoch": 392}
{"train_lr": 1.7364983175767764e-06, "loss": 0.4305343020217921, "rec_loss": 0.4288410587379566, "cls_loss": 0.0016932432838355172, "epoch": 393}
{"train_lr": 1.244458390531909e-06, "loss": 0.4305041990646947, "rec_loss": 0.42882063479210514, "cls_loss": 0.001683564272589604, "epoch": 394}
{"train_lr": 8.343518123900173e-07, "loss": 0.43057825704770436, "rec_loss": 0.42889495564099306, "cls_loss": 0.0016833014067112973, "epoch": 395}
{"train_lr": 5.062066133909536e-07, "loss": 0.43042754725577953, "rec_loss": 0.4287288840382527, "cls_loss": 0.0016986632175268403, "epoch": 396}
{"train_lr": 2.600452218231865e-07, "loss": 0.4305349218380238, "rec_loss": 0.42884781427132207, "cls_loss": 0.0016871075667017393, "epoch": 397}
{"train_lr": 9.588446249083656e-08, "loss": 0.43051182491082074, "rec_loss": 0.42881529800928175, "cls_loss": 0.0016965269015390032, "epoch": 398}
{"train_lr": 1.3735555563738351e-08, "loss": 0.4305009325221596, "rec_loss": 0.4288118969207295, "cls_loss": 0.0016890356014300778, "epoch": 399}