epoch,validationerror,testerror
1,0.994505,0.994437
2,0.968882,0.967862
3,0.911811,0.911103
4,0.885395,0.887725
5,0.868578,0.869732
6,0.844743,0.844164
7,0.827794,0.827178
8,0.816141,0.8154
9,0.79959,0.799242
10,0.788599,0.78776
11,0.774828,0.776515
12,0.766353,0.767282
13,0.754105,0.756274
14,0.746028,0.747751
15,0.735169,0.733724
16,0.724642,0.724136
17,0.713586,0.712062
18,0.705707,0.703776
19,0.692863,0.692412
20,0.686043,0.684126
21,0.675384,0.675485
22,0.667373,0.667614
23,0.656846,0.65986
24,0.650887,0.653232
25,0.642677,0.643999
26,0.636586,0.638613
27,0.625861,0.626184
28,0.62169,0.62139
29,0.613745,0.614169
30,0.60964,0.6105
31,0.600371,0.602983
32,0.597855,0.599018
33,0.590042,0.591738
34,0.586533,0.587121
35,0.579184,0.58138
36,0.576536,0.578303
37,0.570577,0.572206
38,0.56773,0.567531
39,0.562169,0.563329
40,0.558726,0.5596
41,0.55429,0.55599
42,0.551774,0.552261
43,0.545485,0.548769
44,0.544028,0.545691
45,0.538731,0.542673
46,0.537142,0.538707
47,0.53264,0.535215
48,0.53317,0.533617
49,0.527542,0.529179
50,0.527079,0.527521
51,0.521517,0.523082
52,0.51973,0.520893
53,0.516088,0.518348
54,0.51536,0.515507
55,0.510924,0.512547
56,0.510527,0.511482
57,0.505892,0.508108
58,0.505694,0.506984
59,0.501655,0.50367
60,0.501059,0.501598
61,0.495961,0.498284
62,0.495365,0.497277
63,0.490532,0.494555
64,0.490069,0.493134
65,0.486427,0.491004
66,0.485236,0.489406
67,0.482124,0.485914
68,0.481727,0.4855
69,0.478747,0.481712
70,0.479277,0.481357
71,0.474179,0.47745
72,0.476165,0.477687
73,0.470935,0.472538
74,0.47067,0.472775
75,0.467956,0.469046
76,0.466764,0.467862
77,0.463387,0.464844
78,0.463321,0.463127
79,0.461269,0.461352
80,0.460606,0.458688
81,0.458289,0.45567
82,0.459216,0.456617
83,0.455244,0.453835
84,0.454648,0.453421
85,0.452794,0.450284
86,0.45094,0.448982
87,0.446901,0.445549
88,0.447365,0.444957
89,0.443194,0.442531
90,0.44379,0.442472
91,0.440413,0.439394
92,0.441075,0.438743
93,0.437434,0.436671
94,0.437235,0.436139
95,0.435117,0.434126
96,0.434322,0.432706
97,0.431409,0.429628
98,0.430548,0.430634
99,0.428893,0.426965
100,0.428165,0.426491
101,0.424921,0.423828
102,0.425119,0.424183
103,0.422934,0.422289
104,0.421809,0.421816
105,0.420021,0.418916
106,0.419889,0.419685
107,0.416777,0.416844
108,0.415651,0.417495
109,0.414261,0.415128
110,0.412871,0.414714
111,0.413334,0.413944
112,0.410885,0.412938
113,0.409825,0.410334
114,0.410289,0.411162
115,0.408038,0.409091
116,0.406316,0.408262
117,0.405058,0.406309
118,0.405456,0.406605
119,0.403602,0.404356
120,0.403337,0.404534
121,0.40188,0.40264
122,0.400026,0.402285
123,0.398967,0.400864
124,0.398438,0.401042
125,0.396186,0.398319
126,0.395524,0.398023
127,0.394862,0.397135
128,0.393406,0.39607
129,0.393604,0.396366
130,0.391684,0.395301
131,0.390824,0.394058
132,0.389102,0.392341
133,0.388705,0.391217
134,0.387248,0.391098
135,0.386785,0.389382
136,0.385395,0.388554
137,0.38599,0.388613
138,0.385328,0.388021
139,0.383011,0.385476
140,0.383475,0.385298
141,0.380959,0.382931
142,0.381224,0.384292
143,0.379171,0.381392
144,0.379568,0.381451
145,0.377913,0.380623
146,0.377052,0.379616
147,0.375662,0.378314
148,0.374868,0.377841
149,0.373477,0.376776
150,0.372418,0.376243
151,0.372352,0.374763
152,0.373477,0.37642
153,0.371094,0.374053
154,0.371226,0.373047
155,0.368379,0.371567
156,0.369836,0.37281
157,0.367982,0.371626
158,0.366128,0.370265
159,0.366393,0.369732
160,0.365201,0.368845
161,0.3654,0.369437
162,0.363877,0.368134
163,0.363149,0.367365
164,0.362818,0.366655
165,0.36156,0.365649
166,0.361891,0.364702
167,0.360368,0.363636
168,0.360765,0.364583
169,0.358581,0.36263
170,0.359507,0.362571
171,0.356925,0.360618
172,0.358845,0.362038
173,0.355932,0.359197
174,0.355932,0.359375
175,0.355336,0.358724
176,0.354343,0.358842
177,0.353549,0.357422
178,0.354277,0.357363
179,0.352953,0.357422
180,0.35143,0.354403
181,0.352953,0.356652
182,0.351298,0.353693
183,0.351165,0.353812
184,0.349245,0.351977
185,0.350834,0.353101
186,0.34898,0.352214
187,0.348914,0.352332
188,0.34706,0.349609
189,0.346597,0.349787
190,0.346796,0.349609
191,0.346067,0.348899
192,0.345008,0.347715
193,0.345074,0.347656
194,0.34428,0.346709
195,0.344147,0.346591
196,0.342956,0.346177
197,0.344081,0.347124
198,0.342095,0.344993
199,0.342227,0.344875
200,0.341896,0.344401
201,0.340903,0.343395
202,0.340638,0.342566
203,0.3413,0.342981
204,0.339314,0.341323
205,0.341433,0.343572
206,0.338917,0.340376
207,0.337328,0.339844
208,0.336269,0.339311
209,0.336798,0.339015
210,0.337328,0.338423
211,0.338056,0.339725
212,0.33607,0.337654
213,0.335275,0.336944
214,0.334812,0.337121
215,0.333885,0.336056
216,0.334017,0.335938
217,0.333024,0.334813
218,0.332362,0.333984
219,0.331634,0.333925
220,0.331303,0.334162
221,0.330972,0.333629
222,0.332097,0.335405
223,0.330641,0.332919
224,0.329913,0.331735
225,0.329052,0.331795
226,0.328787,0.330788
227,0.327397,0.331262
228,0.327529,0.33067
229,0.327595,0.330433
230,0.327066,0.32996
231,0.326602,0.329072
232,0.326271,0.328598
233,0.325212,0.327888
234,0.323888,0.326764
235,0.325079,0.327296
236,0.324086,0.326527
237,0.322828,0.325698
238,0.323292,0.326527
239,0.32349,0.326113
240,0.323226,0.325402
241,0.320312,0.323923
242,0.322828,0.324574
243,0.322034,0.323568
244,0.321107,0.323745
245,0.320975,0.323035
246,0.320644,0.323331
247,0.319584,0.322443
248,0.318591,0.321023
249,0.318922,0.320964
250,0.317929,0.321082
251,0.317333,0.320549
252,0.318392,0.320194
253,0.317135,0.320135
254,0.316539,0.319129
255,0.316472,0.319129
256,0.317267,0.31907
257,0.315943,0.317945
258,0.314751,0.318655
259,0.31634,0.318892
260,0.315347,0.317649
261,0.314486,0.316229
262,0.314288,0.317294
263,0.313692,0.315755
264,0.313361,0.315518
265,0.312699,0.31469
266,0.313162,0.314394
267,0.310845,0.31392
268,0.313361,0.314927
269,0.312831,0.31469
270,0.312301,0.313447
271,0.311308,0.313033
272,0.312566,0.31392
273,0.310977,0.312559
274,0.311441,0.3125
275,0.310712,0.312027
276,0.309388,0.311435
277,0.309322,0.310488
278,0.308395,0.31031
279,0.309918,0.31108
280,0.307733,0.309422
281,0.307733,0.310784
282,0.307402,0.310369
283,0.307137,0.308594
284,0.307601,0.30889
285,0.307534,0.30889
286,0.30621,0.308239
287,0.30674,0.308475
288,0.305614,0.307528
289,0.306276,0.307528
290,0.30535,0.306345
291,0.305681,0.307351
292,0.304092,0.306049
293,0.30429,0.305279
294,0.30429,0.305634
295,0.303761,0.305102
296,0.303099,0.304392
297,0.303496,0.305043
298,0.302436,0.303977
299,0.303032,0.304332
300,0.302304,0.302675
301,0.303496,0.304865
302,0.301311,0.303563
303,0.302172,0.303445
304,0.301973,0.303208
305,0.301178,0.302498
306,0.300781,0.301965
307,0.300715,0.302616
308,0.300516,0.301847
309,0.299126,0.300485
310,0.301112,0.301491
311,0.298861,0.300367
312,0.299788,0.300426
313,0.298199,0.300012
314,0.298265,0.30013
315,0.297802,0.298355
316,0.298464,0.299006
317,0.298001,0.299065
318,0.297074,0.297763
319,0.296941,0.297822
320,0.295948,0.297467
321,0.296345,0.297408
322,0.295749,0.297881
323,0.295418,0.296816
324,0.295617,0.296993
325,0.296544,0.297053
326,0.294624,0.296224
327,0.296279,0.296757
328,0.294492,0.296283
329,0.294094,0.295277
330,0.293962,0.296224
331,0.294094,0.295573
332,0.294293,0.294981
333,0.295352,0.29575
334,0.2933,0.29504
335,0.293829,0.294744
336,0.293565,0.295336
337,0.291645,0.293738
338,0.293101,0.293975
339,0.291909,0.294152
340,0.291314,0.294034
341,0.291181,0.293383
342,0.292307,0.29291
343,0.290651,0.292969
344,0.291049,0.29285
345,0.29032,0.292791
346,0.289129,0.291785
347,0.29138,0.293738
348,0.289791,0.292259
349,0.29032,0.292436
350,0.28893,0.291903
351,0.289592,0.291252
352,0.289394,0.291667
353,0.289857,0.291075
354,0.288467,0.290897
355,0.288467,0.290838
356,0.287738,0.290601
357,0.287474,0.290187
358,0.288202,0.290542
359,0.28754,0.290069
360,0.287209,0.289418
361,0.287341,0.289418
362,0.287407,0.289477
363,0.286745,0.28924
364,0.286083,0.288589
365,0.287474,0.289477
366,0.286149,0.288767
367,0.285355,0.288885
368,0.289195,0.291489
369,0.288467,0.290069
370,0.286216,0.288116
371,0.286017,0.288056
372,0.284825,0.287701
373,0.284958,0.287228
374,0.285752,0.28705
375,0.284958,0.287464
376,0.284958,0.286873
377,0.283435,0.286518
378,0.283965,0.286162
379,0.285024,0.286399
380,0.284759,0.286932
381,0.286348,0.287169
382,0.283898,0.286399
383,0.284428,0.287346
384,0.282839,0.28563
385,0.283104,0.285511
386,0.281846,0.28486
387,0.282177,0.285097
388,0.28264,0.284328
389,0.28317,0.285807
390,0.28125,0.28415
391,0.280456,0.283558
392,0.281515,0.283854
393,0.280985,0.283381
394,0.281184,0.282907
395,0.281184,0.283381
396,0.28072,0.282611
397,0.280985,0.283144
398,0.281051,0.282375
399,0.281449,0.28267
400,0.280323,0.28196
401,0.280522,0.282138
402,0.280191,0.282434
403,0.280654,0.281546
404,0.279727,0.281901
405,0.27986,0.281309
406,0.279529,0.281191
407,0.279727,0.281368
408,0.278867,0.280777
409,0.2788,0.28054
410,0.278535,0.280599
411,0.2788,0.28054
412,0.279264,0.280303
413,0.278469,0.279948
414,0.278668,0.280362
415,0.278535,0.280066
416,0.277807,0.279356
417,0.277807,0.279297
418,0.277741,0.279119
419,0.277211,0.279179
420,0.278204,0.278942
421,0.277741,0.278527
422,0.277476,0.278409
423,0.276947,0.278527
424,0.276218,0.278172
425,0.277476,0.277699
426,0.276947,0.277876
427,0.276218,0.277817
428,0.276814,0.277344
429,0.27602,0.277462
430,0.27602,0.277403
431,0.276152,0.277107
432,0.275821,0.277758
433,0.275358,0.276456
434,0.274894,0.27687
435,0.274431,0.276219
436,0.275026,0.276634
437,0.274762,0.276042
438,0.274695,0.276752
439,0.275225,0.275272
440,0.274033,0.275509
441,0.274629,0.275213
442,0.273504,0.275331
443,0.274629,0.274858
444,0.273967,0.27545
445,0.27357,0.275331
446,0.2741,0.274917
447,0.273371,0.27474
448,0.273769,0.27468
449,0.273173,0.274799
450,0.273504,0.274029
451,0.272246,0.273733
452,0.272113,0.274089
453,0.273106,0.274207
454,0.272775,0.274444
455,0.271451,0.273142
456,0.271782,0.273674
457,0.271716,0.272905
458,0.271782,0.273082
459,0.271584,0.273319
460,0.270061,0.272846
461,0.271782,0.272786
462,0.270326,0.272668
463,0.271319,0.271958
464,0.270458,0.271188
465,0.270723,0.272017
466,0.270193,0.271603
467,0.270392,0.271899
468,0.270193,0.271129
469,0.270524,0.271899
470,0.269995,0.270893
471,0.2692,0.271425
472,0.269266,0.271188
473,0.269134,0.271011
474,0.268604,0.270893
475,0.269862,0.270893
476,0.269399,0.270656
477,0.268273,0.27036
478,0.268935,0.269768
479,0.268207,0.269472
480,0.268008,0.269235
481,0.268604,0.270182
482,0.268472,0.27036
483,0.268141,0.26888
484,0.267082,0.26888
485,0.268472,0.269295
486,0.267214,0.268643
487,0.26728,0.269235
488,0.266221,0.269058
489,0.267479,0.26888
490,0.267082,0.268288
491,0.266486,0.267992
492,0.266419,0.267874
493,0.266155,0.268111
494,0.265625,0.267341
495,0.266817,0.26888
496,0.265757,0.266572
497,0.266155,0.267519
498,0.266817,0.266927
499,0.267082,0.268643
500,0.265493,0.266572
501,0.266552,0.267282
502,0.265493,0.26675
503,0.265426,0.266217
504,0.265426,0.266217
505,0.265029,0.266572
506,0.264963,0.265743
507,0.264698,0.266217
508,0.265029,0.266039
509,0.264831,0.265862
510,0.264831,0.265625
511,0.264235,0.264856
512,0.264301,0.264856
513,0.264168,0.26456
514,0.265029,0.265388
515,0.263506,0.263849
516,0.264566,0.26598
517,0.264499,0.264737
518,0.264499,0.264737
519,0.263639,0.26308
520,0.265294,0.265566
521,0.264367,0.264027
522,0.263705,0.264323
523,0.263705,0.264145
524,0.263771,0.264205
525,0.263506,0.263849
526,0.263771,0.264619
527,0.26291,0.26308
528,0.26344,0.263613
529,0.263506,0.263849
530,0.263705,0.263494
531,0.262778,0.262784
532,0.26291,0.26308
533,0.262844,0.263376
534,0.261255,0.26166
535,0.262248,0.262133
536,0.262646,0.26308
537,0.261851,0.262133
538,0.262116,0.262666
539,0.261586,0.262074
540,0.261917,0.262251
541,0.261917,0.262488
542,0.260858,0.261778
543,0.261123,0.261778
544,0.261785,0.261896
545,0.261388,0.2616
546,0.260262,0.260831
547,0.261057,0.2616
548,0.260924,0.261423
549,0.260593,0.260476
550,0.261586,0.260949
551,0.260726,0.261009
552,0.260461,0.260357
553,0.259733,0.259647
554,0.261057,0.261127
555,0.260395,0.260062
556,0.260262,0.260653
557,0.259931,0.260298
558,0.259931,0.259884
559,0.259401,0.259529
560,0.25907,0.259825
561,0.259865,0.260002
562,0.260196,0.259825
563,0.259865,0.259825
564,0.259666,0.259055
565,0.2596,0.258937
566,0.2596,0.259115
567,0.259335,0.2587
568,0.259468,0.259055
569,0.25907,0.258168
570,0.258673,0.258108
571,0.259137,0.258523
572,0.258011,0.257043
573,0.25907,0.25799
574,0.257812,0.257339
575,0.257812,0.257635
576,0.258276,0.257517
577,0.258011,0.258464
578,0.258806,0.258404
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