iter	RMSE
0	3606.387858
1	3518.319482
2	3419.905128
3	3332.348887
4	3241.127893
5	3157.197799
6	3084.268305
7	2999.831771
8	2922.61658
9	2850.066213
10	2787.171725
11	2712.631573
12	2639.240862
13	2580.881397
14	2521.58662
15	2464.607771
16	2401.172352
17	2342.65902
18	2289.300237
19	2235.975037
20	2178.182547
21	2125.421774
22	2077.423716
23	2036.067952
24	1991.236961
25	1947.239582
26	1898.356448
27	1852.598884
28	1805.98091
29	1769.275215
30	1732.261276
31	1698.06551
32	1662.095506
33	1625.53386
34	1589.035018
35	1557.617707
36	1527.889061
37	1493.967086
38	1465.168414
39	1436.754665
40	1409.060957
41	1383.04592
42	1352.152048
43	1326.002392
44	1298.795677
45	1277.59462
46	1253.978103
47	1230.190699
48	1203.967689
49	1182.19517
50	1164.258966
51	1141.966488
52	1120.815492
53	1101.092758
54	1085.964328
55	1068.29696
56	1050.669356
57	1034.918083
58	1015.911816
59	996.1684752
60	977.4736183
61	961.5096755
62	944.211636
63	928.0566653
64	915.6840108
65	898.1121629
66	882.9822656
67	873.9766077
68	859.858408
69	843.5547062
70	831.306257
71	820.3099516
72	807.1855686
73	794.169211
74	783.9636837
75	776.4972272
76	767.6959848
77	755.1965137
78	744.4263707
79	737.761998
80	729.7130391
81	722.3074503
82	716.8086447
83	709.6708335
84	699.0944538
85	693.2289681
86	685.4228057
87	676.9562967
88	670.2366575
89	666.4112163
90	659.6851751
91	650.5406821
92	642.437192
93	637.5808176
94	630.4765451
95	626.0489731
96	621.6103651
97	614.0547972
98	607.9423586
99	600.4874848
100	592.9412018
101	588.1187919
102	581.0641089
103	574.2759513
104	569.9720728
105	566.190281
106	562.1953603
107	557.4002281
108	553.1702731
109	548.5889262
110	543.4056498
111	538.4832325
112	535.2458573
113	530.1384428
114	525.1436712
115	520.6876088
116	514.513666
117	509.7961508
118	506.6708641
119	502.5185268
120	499.116907
121	494.894429
122	490.7216202
123	486.660548
124	484.8822804
125	480.6495083
126	476.774821
127	472.7333979
128	468.6643234
129	464.4447997
130	460.6841863
131	456.2935225
132	453.1949553
133	450.8314019
134	447.9792497
135	444.1524308
136	440.3004227
137	437.5089858
138	434.4987658
139	431.333326
140	429.2145835
141	426.2960991
142	423.9875382
143	422.3177707
144	421.2376606
145	417.7776491
146	416.1531592
147	412.1591115
148	409.1819197
149	406.5238175
150	404.1942423
151	400.2960048
152	398.2802551
153	395.9698537
154	393.9176761
155	390.6531762
156	387.9927685
157	386.1000681
158	382.8113362
159	379.6496615
160	378.3378875
161	376.0755551
162	374.0972576
163	371.8931312
164	368.0549992
165	366.6124142
166	364.8857903
167	362.2252152
168	360.9085148
169	358.6451278
170	355.0984419
171	354.0569022
172	351.6524348
173	349.2576632
174	347.7399362
175	346.3216673
176	345.3573698
177	344.3890702
178	342.0730746
179	340.2167814
180	338.6962004
181	337.5122711
182	334.5157453
183	333.3058789
184	332.8028753
185	331.0744585
186	329.8548976
187	327.869795
188	326.5184806
189	325.4357906
190	323.3430059
191	321.5208687
192	319.5760156
193	317.7506047
194	316.1839605
195	314.198558
196	312.3917238
197	311.3355559
198	310.3982421
199	308.6559812
200	307.3273653
201	305.8939696
202	303.8927472
203	302.7532426
204	301.1496647
205	300.1434351
206	299.3006517
207	298.4622687
208	297.1605991
209	295.8648262
210	293.5810869
211	292.8127275
212	292.0236736
213	290.2514839
214	288.2243426
215	286.8670898
216	285.5220573
217	283.7910197
218	282.2997544
219	280.8603639
220	279.7272082
221	278.1697266
222	276.9547641
223	275.9620385
224	274.6320485
225	273.6185828
226	272.4580245
227	271.4426343
228	270.7657401
229	269.4458688
230	268.5788803
231	267.0961414
232	266.0051701
233	264.5156592
234	263.1693637
235	262.2827066
236	261.9286628
237	261.482238
238	260.3457298
239	259.7332775
240	259.3165229
241	258.7312612
242	257.2398668
243	256.7958772
244	256.0899879
245	255.4514517
246	253.7741395
247	253.4455383
248	252.1779053
249	251.5443517
250	250.6149484
251	250.0460461
252	249.2557283
253	248.5946517
254	247.3165644
255	246.0656813
256	245.4258742
257	244.8982327
258	244.051275
259	243.1550562
260	242.3001204
261	241.1597182
262	240.6731094
263	240.2473054
264	239.1251422
265	237.9541634
266	236.9556174
267	235.5577891
268	234.9502464
269	234.0494811
270	233.1372456
271	232.8750573
272	232.2241787
273	231.5673968
274	230.7525811
275	230.2074729
276	229.9528668
277	229.7334938
278	228.6220546
279	228.4356848
280	227.5121516
281	226.5496263
282	225.5877827
283	224.7683111
284	224.0297309
285	223.3259847
286	222.6383996
287	221.9632532
288	221.2404351
289	220.5276791
290	219.5688789
291	218.5386855
292	217.8530368
293	216.6832815
294	216.2709057
295	215.438626
296	214.5969252
297	214.4329592
298	213.7404229
299	213.2976718
300	213.0368616
301	212.8299923
302	212.2011472
303	211.9407753
304	210.7295623
305	210.1997047
306	209.6083914
307	209.0600739
308	208.8628804
309	207.9809195
310	207.7482659
311	207.6323486
312	206.190741
313	205.6996807
314	205.4047318
315	205.2218503
316	204.241677
317	203.9209904
318	203.7444036
319	202.7247697
320	202.1082808
321	201.9474572
322	201.7857796
323	201.4609255
324	201.2312686
325	200.5681497
326	200.4091687
327	199.5892878
328	199.4371002
329	198.3931701
330	197.9225317
331	197.3986823
332	197.0484135
333	195.7574594
334	195.6491527
335	195.4817842
336	194.7880145
337	194.4113957
338	194.0318356
339	193.5284278
340	192.5991816
341	192.1031854
342	191.5491337
343	191.1828464
344	189.8709412
345	189.2616361
346	188.4713385
347	188.3002161
348	187.7644675
349	187.3059385
350	187.1764166
351	186.7702198
352	186.2233832
353	186.1274261
354	185.636063
355	185.1812839
356	185.068081
357	183.8599331
358	183.6914997
359	183.3436455
360	182.9215853
361	182.3247868
362	181.5896693
363	180.8062462
364	180.1039249
365	179.9705744
366	179.8880634
367	179.5510833
368	178.6255684
369	178.0825683
370	177.5440763
371	177.0171958
372	176.7896567
373	176.149964
374	175.3705414
375	175.0059888
376	174.5529551
377	174.4630831
378	174.2530752
379	174.1312762
380	173.0735198
381	172.9912893
382	172.640672
383	172.5681628
384	172.4643172
385	171.7777603
386	171.6906621
387	170.6872263
388	170.514087
389	170.3233994
390	169.8846439
391	169.529393
392	168.9009519
393	168.2725977
394	168.1686093
395	168.0934607
396	167.508123
397	167.4163222
398	166.9013374
399	166.6137216
400	165.7003187
401	165.5639131
402	164.9306567
403	164.8399144
404	164.0876912
405	163.5523537
406	163.2875856
407	162.998686
408	162.5089806
409	162.2376064
410	161.6910172
411	161.5034709
412	161.3250696
413	160.6313335
414	160.3742082
415	159.7341574
416	159.664954
417	159.5420211
418	159.4801209
419	159.3536466
420	159.2770295
421	158.561971
422	157.9686295
423	157.8587884
424	157.3191629
425	156.8336449
426	156.4918462
427	156.145352
428	156.0697038
429	155.9134811
430	155.678063
431	155.4965466
432	155.0397607
433	154.6821414
434	154.6232933
435	154.1938736
436	153.8281113
437	153.3348882
438	153.2388265
439	153.1804252
440	153.0976746
441	152.7513308
442	152.3535668
443	152.110953
444	151.8156996
445	151.2831641
446	150.8180434
447	150.7537961
448	150.2536504
449	149.8562556
450	149.4497248
451	149.2791359
452	148.8058612
453	148.419447
454	148.0003908
455	147.1557482
456	146.7813221
457	146.63709
458	145.8417458
459	145.7921029
460	145.69582
461	145.6319971
462	145.5926065
463	145.2514255
464	145.0422767
465	144.6941249
466	144.1409204
467	144.0384521
468	143.9539897
469	143.7129095
470	143.6364716
471	143.5557396
472	142.9670765
473	142.5645332
474	141.787664
475	141.3298725
476	141.2575251
477	141.1857064
478	140.7815123
479	140.6905512
480	140.6240735
481	140.1605819
482	139.9923119
483	139.5946379
484	139.5477815
485	139.0551136
486	139.0083275
487	138.8115081
488	138.3582187
489	137.9994483
490	137.2762793
491	137.2319494
492	136.8284401
493	136.0778994
494	135.7573861
495	135.2420576
496	134.5639228
497	134.1998245
498	133.9053919
499	133.6473876
500	133.2527423
501	133.1154401
502	132.7053765
503	132.6254567
504	132.42907
505	132.0886631
506	132.0251257
507	131.8522651
508	131.7043809
509	131.6551685
510	131.3064159
511	131.2539164
512	130.802881
513	130.7267198
514	130.6751541
515	130.3496136
516	129.8251839
517	129.7822498
518	129.5051843
519	129.3134521
520	128.9161601
521	128.4843352
522	128.3649809
523	127.7238357
524	127.6690506
525	127.3190322
526	126.7021578
527	126.32958
528	125.9108245
529	125.332027
530	125.1915011
531	124.5991005
532	124.277708
533	124.1804067
534	124.0032042
535	123.91302
536	123.6086038
537	123.0597351
538	122.7188736
539	122.5133584
540	122.1510768
541	122.1148408
542	121.7833691
543	121.7468344
544	121.7049673
545	121.4597814
546	121.2510597
547	121.1959397
548	121.0473791
549	120.7324814
550	120.4692276
551	120.3943509
552	120.3597888
553	120.0759583
554	119.9362893
555	119.6710969
556	119.3271803
557	119.0593249
558	118.9329291
559	118.418452
560	118.1574761
561	117.7196836
562	117.3428279
563	117.186318
564	117.1112686
565	116.8819815
566	116.6706405
567	116.2121918
568	116.0962801
569	116.052204
570	115.8082428
571	115.7286278
572	115.5696183
573	115.3878373
574	115.1568175
575	114.9132003
576	114.864146
577	114.7956804
578	114.4332725
579	114.2023529
580	114.1078602
581	113.7429863
582	113.4915904
583	113.3195407
584	112.84174
585	112.4972889
586	112.4118409
587	112.3541925
588	112.1993478
589	112.0858921
590	112.0542527
591	112.0106512
592	111.7676748
593	111.6282142
594	111.5652245
595	111.3232837
596	111.1573668
597	110.9416805
598	110.8623598
599	110.5618879
600	110.4440189
601	110.3327871
602	110.1214915
603	109.9496065
604	109.6583282
605	109.6044222
606	109.4820211
607	109.2698381
608	109.1570669
609	109.1252474
610	108.9188958
611	108.7261926
612	108.5619027
613	108.5113332
614	108.4806216
615	108.3221197
616	108.0966532
617	107.8732155
618	107.8368224
619	107.7420721
620	107.5455535
621	107.3268846
622	107.2784579
623	107.2004171
624	106.9064835
625	106.4321729
626	106.3370654
627	106.0784342
628	106.0356971
629	105.793307
630	105.772673
631	105.5621032
632	105.5327179
633	105.4297935
634	105.349791
635	105.3207121
636	105.0587917
637	104.9291032
638	104.7230249
639	104.5480841
640	104.3438205
641	104.3146935
642	104.0057678
643	103.9290039
644	103.6376607
645	103.3721232
646	103.1844589
647	103.0468138
648	102.9096825
649	102.8911943
650	102.7599087
651	102.5024037
652	102.1011329
653	101.8532865
654	101.7601504
655	101.6918072
656	101.5773558
657	101.4480806
658	101.3912872
659	101.1216664
660	100.9894583
661	100.7710811
662	100.3719608
663	100.1535745
664	99.90273285
665	99.75122622
666	99.59773921
667	99.45590455
668	99.35142904
669	98.97802968
670	98.63061279
671	98.33636214
672	98.09710463
673	97.83469051
674	97.65662438
675	97.41941931
676	97.16789393
677	96.79614151
678	96.63508251
679	96.48027557
680	96.23638366
681	96.08591125
682	95.96102642
683	95.73700045
684	95.59880493
685	95.57022852
686	95.54346281
687	95.30037527
688	95.14140291
689	95.00647918
690	94.90320875
691	94.67619173
692	94.44599217
693	94.2643355
694	94.09580964
695	93.88412934
696	93.71874897
697	93.5744453
698	93.52003371
699	93.28456464
700	93.123137
701	92.85437766
702	92.82821716
703	92.80801325
704	92.67006319
705	92.45803962
706	92.26768076
707	92.04517711
708	92.01934367
709	91.69217515
710	91.41262654
711	91.22844365
712	91.0029696
713	90.91927956
714	90.78425174
715	90.65674763
716	90.53865432
717	90.39671287
718	90.24281762
719	90.10843845
720	90.07088285
721	89.75778642
722	89.44493911
723	89.33218415
724	89.22294498
725	88.99462025
726	88.87335106
727	88.72574375
728	88.60158818
729	88.44917471
730	88.39997405
731	88.28397782
732	88.25960648
733	88.04324091
734	88.02202762
735	87.71503579
736	87.52364778
737	87.28070694
738	87.14627098
739	87.00704387
740	86.92646242
741	86.82729647
742	86.78045019
743	86.59043507
744	86.36661044
745	86.16361791
746	85.99162242
747	85.97975009
748	85.72576134
749	85.55863112
750	85.53790883
751	85.48072686
752	85.33480816
753	85.21920337
754	85.1201592
755	84.98406257
756	84.84864168
757	84.83176765
758	84.63682584
759	84.45718166
760	84.2623255
761	84.06250083
762	83.98742891
763	83.9654573
764	83.80895885
765	83.68567772
766	83.50718495
767	83.46609007
768	83.45135397
769	83.2363417
770	83.17236547
771	82.91317357
772	82.79827798
773	82.70452039
774	82.54522036
775	82.36753462
776	82.14133457
777	81.94908304
778	81.78425609
779	81.74852642
780	81.55502016
781	81.3451698
782	81.31970895
783	81.27369229
784	81.21918123
785	80.9907386
786	80.83250622
787	80.70867401
788	80.5228913
789	80.41817098
790	80.38770927
791	80.20767199
792	80.09246156
793	79.91825023
794	79.88651678
795	79.7107924
796	79.59117874
797	79.42415425
798	79.38917271
799	79.31480069
800	79.25863184
801	79.19776292
802	79.07016322
803	78.95728068
804	78.882104
805	78.78759484
806	78.65679994
807	78.470072
808	78.33314013
809	78.19015712
810	78.13812619
811	78.01360261
812	77.84131133
813	77.7753725
814	77.58358531
815	77.35581633
816	77.23815501
817	77.19202898
818	77.08471226
819	76.96045327
820	76.75096178
821	76.73002244
822	76.46183148
823	76.31784696
824	76.25853616
825	76.15881617
826	76.14653618
827	76.05114431
828	75.93230304
829	75.76477165
830	75.64025906
831	75.42114584
832	75.35767403
833	75.25180038
834	75.23953429
835	75.20358883
836	75.12525159
837	74.94534918
838	74.77815877
839	74.74762084
840	74.73919979
841	74.57390243
842	74.43510998
843	74.36709609
844	74.23879576
845	74.15068154
846	74.11282123
847	73.97895275
848	73.86385892
849	73.80631361
850	73.6612263
851	73.57407119
852	73.49557136
853	73.30607327
854	73.14332929
855	73.00226481
856	72.92531658
857	72.80699591
858	72.66490284
859	72.54722229
860	72.41389546
861	72.31275977
862	72.12873668
863	72.0770661
864	72.01171287
865	71.99478489
866	71.87438088
867	71.7308027
868	71.69869645
869	71.68217077
870	71.61534523
871	71.55238737
872	71.42625749
873	71.33376108
874	71.13850167
875	71.03971411
876	70.87204535
877	70.80240958
878	70.68111697
879	70.61825473
880	70.57259726
881	70.38983888
882	70.38136988
883	70.296864
884	70.22374833
885	70.01301989
886	69.9547265
887	69.80368793
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