iter	RMSE
0	3662.575683
1	3555.636322
2	3450.779167
3	3350.517801
4	3255.662239
5	3168.341562
6	3083.09696
7	3001.252663
8	2917.435051
9	2837.145765
10	2766.450459
11	2688.914783
12	2614.472366
13	2548.570089
14	2490.007404
15	2428.190922
16	2363.192483
17	2309.161851
18	2251.326317
19	2194.518603
20	2134.386896
21	2077.449324
22	2027.220285
23	1984.605605
24	1931.101868
25	1893.116137
26	1842.931837
27	1795.250205
28	1751.063766
29	1712.884824
30	1667.80013
31	1630.782543
32	1590.474703
33	1551.389736
34	1516.435531
35	1484.889881
36	1452.681436
37	1419.998505
38	1389.412263
39	1363.812251
40	1340.371116
41	1309.517514
42	1275.195616
43	1246.278496
44	1218.451233
45	1198.54566
46	1176.814775
47	1153.401899
48	1129.163213
49	1106.535124
50	1080.936692
51	1064.986137
52	1045.057952
53	1025.324028
54	1006.478968
55	987.1865749
56	975.2369814
57	955.5744159
58	941.1777923
59	926.5090454
60	912.6126438
61	895.292879
62	878.3101311
63	862.0548494
64	846.6412955
65	831.7313933
66	816.1886926
67	804.041348
68	790.9289148
69	780.494202
70	765.6299333
71	754.0364757
72	742.6843646
73	733.6486191
74	724.4082592
75	714.3612708
76	703.7413048
77	692.6766437
78	682.658587
79	672.2667398
80	662.2697796
81	653.6006303
82	647.5304061
83	640.5592447
84	630.0335231
85	625.4874873
86	617.861395
87	611.4852683
88	604.7049078
89	599.1922856
90	591.5441643
91	585.3771005
92	579.0166045
93	571.6345746
94	563.7088364
95	558.8177793
96	552.8642371
97	545.7509079
98	539.9432238
99	534.1401375
100	527.7113585
101	523.0913521
102	518.1808209
103	515.1524114
104	510.9040838
105	507.4108072
106	503.8051705
107	499.9996939
108	494.3140036
109	490.6963987
110	486.4031605
111	482.2785595
112	479.8949034
113	477.481256
114	473.4848601
115	470.8859057
116	467.34591
117	461.7794319
118	458.8907088
119	455.6145374
120	452.7000667
121	449.6290258
122	446.554963
123	444.1306578
124	442.339996
125	438.6627661
126	436.8974745
127	435.2446235
128	433.1007063
129	428.7936747
130	425.4447815
131	422.4564141
132	420.3704177
133	418.3308567
134	416.355286
135	413.2683151
136	409.2783872
137	407.2469786
138	404.9461056
139	402.902743
140	401.1939857
141	399.2151519
142	396.7982124
143	395.1551058
144	393.8379304
145	392.1757867
146	390.0361905
147	387.759463
148	385.5603947
149	383.4831287
150	380.7027889
151	379.1509263
152	377.5054091
153	376.3544887
154	374.7216306
155	371.8227673
156	368.8293011
157	367.3554223
158	365.6957606
159	363.4291725
160	362.1293855
161	359.8814575
162	357.4070103
163	355.2431096
164	352.552065
165	349.7138766
166	347.4891863
167	345.5489662
168	341.5699121
169	338.2907206
170	336.0732474
171	334.6253265
172	333.6199762
173	331.927306
174	330.7664346
175	327.600505
176	325.6325653
177	324.3582431
178	323.0986648
179	321.3015869
180	319.9619277
181	318.5357961
182	317.3093454
183	315.6279442
184	313.5985253
185	312.2128824
186	310.5408064
187	308.8097527
188	307.444303
189	305.5703591
190	304.1410151
191	302.5345375
192	301.645134
193	300.4121176
194	298.5525362
195	296.9420221
196	295.9578764
197	295.0625029
198	294.1030487
199	293.6409424
200	292.418178
201	290.7077158
202	289.7255389
203	288.2508488
204	286.7868578
205	286.086537
206	285.2264005
207	284.0864334
208	282.8510716
209	282.0865003
210	281.1298771
211	280.1903001
212	279.0970471
213	277.9367672
214	276.7751341
215	275.9816879
216	275.0941078
217	274.0984843
218	273.783232
219	272.2569337
220	271.4275366
221	268.932575
222	267.6229378
223	266.5785284
224	265.398546
225	263.8963923
226	262.8240575
227	261.7816442
228	260.8591568
229	259.7074649
230	258.3753881
231	257.5815782
232	256.6962939
233	255.5210063
234	254.8841884
235	254.0187639
236	252.9263803
237	251.9325468
238	250.643096
239	249.6721803
240	248.7723228
241	248.0043812
242	247.3321548
243	246.7967875
244	246.0910573
245	243.8962219
246	242.8598926
247	242.4047449
248	241.8658878
249	241.2068841
250	240.3944328
251	239.8042636
252	239.2380851
253	238.7913906
254	237.7871852
255	237.4230529
256	236.9503851
257	236.5353735
258	236.0385457
259	235.1681646
260	233.9263754
261	233.4651113
262	232.8769228
263	232.3156672
264	231.9137269
265	231.4086531
266	230.7801018
267	230.3125671
268	229.8171138
269	228.9896699
270	228.1907234
271	227.5037554
272	227.0812216
273	226.531358
274	225.9401478
275	225.5392312
276	224.4404722
277	222.9875036
278	222.0576336
279	221.4001301
280	220.6016936
281	220.0410548
282	219.6337237
283	219.3044009
284	218.776607
285	217.8416864
286	217.4529483
287	217.0905909
288	216.0690431
289	215.7059666
290	215.2980626
291	214.6205749
292	214.3146893
293	213.4974494
294	213.0350907
295	212.6353058
296	211.3935718
297	210.420639
298	209.6471807
299	209.321792
300	208.5385184
301	207.4529122
302	207.1634334
303	206.7215229
304	205.8254902
305	204.9402971
306	204.2401925
307	203.830478
308	203.4878609
309	202.7358657
310	201.6776776
311	201.2502754
312	200.4058849
313	200.0863728
314	199.4424797
315	198.434697
316	197.6092453
317	197.4347459
318	197.1730434
319	196.3205483
320	196.1442192
321	195.1358489
322	194.7654394
323	194.5257029
324	194.3460045
325	193.5423137
326	193.361594
327	192.8609113
328	192.0152368
329	191.2984363
330	190.7528647
331	190.0073779
332	189.1785006
333	188.5504856
334	188.0987857
335	187.3100528
336	187.0695173
337	186.3384284
338	185.8397918
339	185.5281498
340	185.0772929
341	184.3896485
342	183.9436706
343	182.943391
344	182.1191152
345	181.9430507
346	181.2225343
347	180.7098556
348	180.1134451
349	179.9030133
350	179.5222111
351	178.6909028
352	178.3826558
353	178.0647718
354	177.0587936
355	176.7722999
356	176.4841216
357	176.0194343
358	175.7636755
359	175.0494995
360	174.8436133
361	174.5320971
362	173.8910897
363	173.2930522
364	172.7834317
365	172.5451464
366	172.2138011
367	171.2132824
368	171.050042
369	170.643188
370	170.2444386
371	169.6615289
372	169.2398256
373	169.1089687
374	168.3913973
375	168.0109707
376	167.6623955
377	167.4718941
378	167.1617279
379	166.8382257
380	166.5470885
381	165.9805333
382	165.8072213
383	165.2007912
384	164.7921382
385	164.5110541
386	163.8643792
387	163.164661
388	162.7088389
389	162.0327601
390	161.7854959
391	161.3755056
392	160.7323132
393	160.6155798
394	160.3386438
395	159.8353012
396	159.1391019
397	158.4855614
398	158.0854374
399	157.8456813
400	157.4880514
401	156.9881906
402	156.5677653
403	156.3574827
404	156.2451016
405	155.9302814
406	155.3032846
407	154.4769299
408	154.2897312
409	154.1934428
410	153.5724007
411	153.0736612
412	152.9564476
413	152.3993793
414	151.7975618
415	151.2709445
416	150.9104339
417	150.3215665
418	149.8387959
419	149.54926
420	149.1502195
421	148.9274928
422	148.6005806
423	148.2908845
424	147.9269959
425	147.4632561
426	146.8663669
427	146.5109632
428	146.1289295
429	145.7040286
430	145.2840842
431	145.0408079
432	144.7811929
433	144.3322422
434	144.2214218
435	143.9688619
436	143.6083057
437	143.2156197
438	142.8357081
439	142.5387687
440	142.2042503
441	142.0426301
442	141.8952894
443	141.6464236
444	141.5411481
445	141.0823141
446	140.4287564
447	140.1803918
448	139.9958853
449	139.7426692
450	139.1196939
451	138.6960149
452	138.4218897
453	138.2403828
454	138.0915511
455	137.9493266
456	137.7770819
457	137.3442044
458	137.1171304
459	136.6867566
460	136.518458
461	136.0988944
462	136.0065977
463	135.9112619
464	135.6242991
465	135.5102452
466	135.1636411
467	135.0992177
468	134.8365283
469	134.7463366
470	134.587287
471	134.4480214
472	133.9584806
473	133.8098951
474	133.4703971
475	133.0607757
476	132.8214312
477	132.6378881
478	132.3500025
479	132.029824
480	131.802763
481	131.4477917
482	131.340861
483	131.138128
484	130.8254085
485	130.6226731
486	130.5353426
487	130.2002559
488	129.8650409
489	129.7614838
490	129.7035868
491	129.55131
492	128.9822814
493	128.7051594
494	128.6011681
495	128.4308561
496	128.307177
497	128.0653125
498	127.6727011
499	127.4025463
500	127.2504625
501	126.7573321
502	126.5927506
503	126.3386114
504	125.9602791
505	125.7382376
506	125.5238531
507	125.4034315
508	125.108111
509	124.888637
510	124.5410307
511	124.4532414
512	124.2402559
513	124.0493354
514	123.8903048
515	123.2513784
516	122.9060997
517	122.2659462
518	121.9153759
519	121.768553
520	121.5586427
521	121.328656
522	121.2414438
523	120.9509013
524	120.7287231
525	120.5182445
526	120.1552011
527	119.8518006
528	119.5758902
529	119.4684522
530	119.1905877
531	119.120799
532	118.8522754
533	118.5679242
534	118.2441926
535	118.0571382
536	117.670673
537	117.4626467
538	117.3972691
539	117.0498585
540	116.8864118
541	116.7032135
542	116.4747407
543	116.2745499
544	116.1634434
545	115.8837329
546	115.7847364
547	115.4726518
548	115.2380594
549	114.9832854
550	114.7923225
551	114.7061856
552	114.2484883
553	113.8249474
554	113.3587873
555	113.2361388
556	112.9708343
557	112.9087039
558	112.7109537
559	112.423592
560	112.1257099
561	112.030136
562	111.7072661
563	111.4030351
564	111.239361
565	110.9951902
566	110.7555032
567	110.4762113
568	110.3324024
569	110.1500777
570	109.8347114
571	109.6719111
572	109.3507972
573	109.0393228
574	108.9092308
575	108.5653394
576	108.4450533
577	108.2495707
578	108.1288216
579	107.9123132
580	107.6536187
581	107.4904367
582	107.1957928
583	106.9065549
584	106.7433792
585	106.6253206
586	106.4358702
587	106.1281316
588	105.8891673
589	105.4787768
590	105.2468209
591	105.0982909
592	104.8447079
593	104.5779736
594	104.4110502
595	104.0919646
596	103.8919657
597	103.7196598
598	103.4492347
599	103.2740587
600	103.1276456
601	102.9634171
602	102.8259149
603	102.7001608
604	102.3681297
605	102.1013055
606	102.0398696
607	101.9173139
608	101.679954
609	101.4066016
610	101.3379424
611	100.9210462
612	100.6453409
613	100.4676302
614	100.3387898
615	100.2590426
616	100.0247543
617	99.99480267
618	99.81066888
619	99.68847078
620	99.31388979
621	99.14994819
622	98.97268473
623	98.8268423
624	98.75382222
625	98.5446163
626	98.31367241
627	97.98978586
628	97.88782136
629	97.66350146
630	97.55228588
631	97.22287279
632	96.94093467
633	96.90730378
634	96.72645055
635	96.51649102
636	96.48646053
637	96.28440839
638	96.12574304
639	96.10080732
640	95.89441847
641	95.66836282
642	95.45630098
643	95.38867496
644	95.36114208
645	95.32338394
646	95.13865864
647	95.04087212
648	94.80557884
649	94.73138699
650	94.58108436
651	94.36301263
652	94.31236028
653	94.27889282
654	94.10901123
655	93.96474618
656	93.7421906
657	93.60514066
658	93.46612437
659	93.33229342
660	93.21079587
661	93.10705876
662	92.81810673
663	92.62650619
664	92.42888654
665	92.09176732
666	92.04854396
667	91.88550859
668	91.85350035
669	91.77807671
670	91.65435283
671	91.56783533
672	91.26580867
673	91.16238764
674	91.10065046
675	90.85117159
676	90.69540399
677	90.57391813
678	90.51437297
679	90.33889177
680	90.24276011
681	90.10789257
682	89.95880505
683	89.87212108
684	89.7088169
685	89.65178757
686	89.45790266
687	89.28717191
688	89.01579809
689	88.8669891
690	88.6699944
691	88.56760592
692	88.44988882
693	88.27053152
694	88.2414795
695	88.15186789
696	88.05019566
697	87.99223331
698	87.73657542
699	87.66230383
700	87.55509554
701	87.3960713
702	87.35367605
703	87.31612871
704	87.28308304
705	87.10333984
706	86.95975665
707	86.74618961
708	86.59571901
709	86.5503641
710	86.37323419
711	86.33957217
712	86.14207856
713	85.97356517
714	85.82683155
715	85.66753612
716	85.59529512
717	85.54704191
718	85.44003169
719	85.35282701
720	85.11502108
721	84.99295044
722	84.84849866
723	84.719048
724	84.61907861
725	84.50627558
726	84.40820784
727	84.26996548
728	84.13394306
729	84.07218013
730	83.96978134
731	83.87239832
732	83.68730916
733	83.59803147
734	83.50674817
735	83.40334104
736	83.34292332
737	83.2841552
738	83.1251919
739	82.95627663
740	82.86885815
741	82.71013967
742	82.65586453
743	82.49744791
744	82.41674243
745	82.29664345
746	82.15066517
747	82.0370734
748	81.86493678
749	81.6952753
750	81.52076307
751	81.47245048
752	81.33248962
753	81.17612462
754	81.03819438
755	80.96675016
756	80.82905315
757	80.70283152
758	80.59212139
759	80.47676188
760	80.39467719
761	80.29316384
762	80.25419775
763	80.18231027
764	80.03530867
765	79.882003
766	79.77233594
767	79.71948209
768	79.68256007
769	79.5728087
770	79.48980365
771	79.45344299
772	79.42383769
773	79.35304737
774	79.31777929
775	79.27584682
776	79.22300776
777	79.16336216
778	79.11542806
779	79.05297899
780	79.0055555
781	78.96247249
782	78.93486725
783	78.86074492
784	78.7980841
785	78.68675842
786	78.56844849
787	78.45522467
788	78.42915368
789	78.33271787
790	78.28517094
791	78.22550739
792	78.08128623
793	78.00227098
794	77.84685715
795	77.7664605
796	77.67018672
797	77.58910134
798	77.44372873
799	77.37497353
800	77.34882375
801	77.19068707
802	77.08922719
803	76.9729166
804	76.90348413
805	76.82666583
806	76.68116626
807	76.63374313
808	76.54946199
809	76.49248776
810	76.30567098
811	76.20513103
812	76.14947506
813	76.07795348
814	76.03071793
815	75.85114002
816	75.72457319
817	75.62457528
818	75.57980812
819	75.50199726
820	75.42896303
821	75.28107282
822	75.24370116
823	75.21163781
824	75.11238047
825	75.07821544
826	74.99763688
827	74.97260021
828	74.82280395
829	74.7142409
830	74.68809134
831	74.66735038
832	74.62791607
833	74.4614704
834	74.42822033
835	74.3786069
836	74.24628149
837	74.17289785
838	74.04392916
839	73.8944423
840	73.75377577
841	73.63426609
842	73.55942885
843	73.45438013
844	73.2753604
845	73.10596468
846	73.05334097
847	72.9262698
848	72.79142922
849	72.66419711
850	72.46903723
851	72.34320795
852	72.23244127
853	72.20557751
854	72.10773374
855	72.0656456
856	71.9769982
857	71.8705715
858	71.79586444
859	71.73351722
860	71.71965344
861	71.66132076
862	71.55484646
863	71.53760399
864	71.50761043
865	71.36594699
866	71.19238423
867	71.17217622
868	71.07745294
869	70.97565875
870	70.89321102
871	70.85875957
872	70.75038623
873	70.6590808
874	70.58091606
875	70.44697908
876	70.36441182
877	70.20024085
878	70.1359221
879	70.03250378
880	69.93876123
881	69.83200036
882	69.62171708
883	69.51234224
884	69.36816508
885	69.26007535
886	69.17361388
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