Photovoltaic_Fault_Detector/log.csv

1	epoch	loss	val_loss
2	0	5.510118139551041	6.669028917948405
3	1	4.620036688890863	6.239988009134929
4	2	4.226249254420999	6.841040261586508
5	3	4.091210664586818	7.686105759938558
6	4	3.622026850568487	6.607742118835449
7	5	3.5433121865300645	8.279837512969971
8	6	3.512152446711317	6.4912719090779625
9	7	3.3289545355959143	7.4758354187011715
10	8	3.482765424027839	7.232888158162435
11	9	3.3542860036200666	6.111873690287272
12	10	3.4707188764785197	6.265982087453207
13	11	3.2180146499869013	5.951403490702311
14	12	2.963566080052802	4.999087079366048
15	13	3.117887996612711	5.038201649983724
16	14	3.055175361300921	6.263498719533285
17	15	2.7987984666164887	4.605638074874878
18	16	2.9557558849770973	5.938434664408366
19	17	2.8580517257506344	6.350362237294515
20	18	2.9886046946048737	5.7530917485555015
21	19	2.8870468539126377	5.349153010050456
22	20	2.7189624239228687	5.969705327351888
23	21	2.6918416213481984	3.5491503715515136
24	22	2.861170437107695	5.07493953704834
25	23	2.623182365466059	6.592086855570475
26	24	2.770815874667878	5.301957639058431
27	25	2.5428910356886845	5.037519264221191
28	26	2.5331496147304056	4.154387172063192
29	27	2.5904381918780346	5.361591466267904
30	28	2.6647130751863437	4.339076677958171
31	29	2.671634988554681	5.207049465179443
32	30	2.536868430832599	5.206181303660075
33	31	2.5269303959100804	4.604189443588257
34	32	2.547324141292725	4.899435075124105
35	33	2.5510170735577318	4.646349271138509
36	34	2.537044236951686	4.370001490910848
37	35	2.5675039841086873	4.40106611251831
38	36	2.4225192929201937	5.272506109873453
39	37	2.461898976818044	4.241414705912272
40	38	2.450672066563256	4.3455554962158205
41	39	2.536351051736385	3.543430789311727
42	40	2.3972248679145856	4.24670573870341
43	41	2.4373818038296124	4.144773292541504
44	42	2.2674986729596522	4.5872970422108965
45	43	2.5475314259529114	3.156279468536377
46	44	2.3489086305168296	4.8856459299723305
47	45	2.1580938357622066	6.214142862955729
48	46	2.2294212690693267	4.281853596369426
49	47	2.20053460674695	3.505253299077352
50	48	2.46075110581327	4.718129396438599
51	49	2.3233440803720598	4.173482211430867
52	50	2.211711230929991	4.688928604125977
53	51	2.3972729593515396	4.368849531809489
54	52	2.173910693919405	4.594769461949666
55	53	2.195787996133595	4.749962457021078
56	54	2.261986894493407	3.4480560143788654
57	55	2.236172522953216	4.448630460103353
58	56	2.0949010884154577	3.0846354484558107
59	57	2.1858557294657888	3.625709597269694
60	58	2.1987350253348654	4.172247505187988
61	59	2.1886363528049664	4.9714948813120525
62	60	2.069128413466697	4.544129991531372
63	61	2.19367531512646	4.284995698928833
64	62	2.156055927915803	2.9886295636494955
65	63	2.1244417771379998	3.436731783548991
66	64	2.1488721364356103	5.231652641296387
67	65	2.1220993420393794	4.221103874842326
68	66	2.0596070790544467	3.37458758354187
69	67	2.011380082115214	4.809928719202677
70	68	2.0250811225287717	4.709945408503215
71	69	2.1433624923229218	3.6902766863505048
72	70	2.307024818785647	4.168658208847046
73	71	2.2973661013646676	4.074279165267944
74	72	2.285527411927568	3.939052104949951
75	73	2.1036225490747613	3.133694537480672
76	74	2.0302315761832066	3.193118604024251
77	75	2.094067890593346	4.039541578292846
78	76	2.020727533609309	4.289553165435791
79	77	2.1503505093162882	4.287316306432088
80	78	2.076847677218153	3.273712158203125
81	79	2.083538164800786	3.439055665334066
82	80	1.9649358757699142	3.39263014793396
83	81	1.9769666695848425	3.4040281772613525
84	82	1.9312713729574325	3.335324780146281
85	83	1.8709337883916042	3.216568962732951
86	84	1.8324604976050398	3.3595632712046304
87	85	1.876919298412952	3.115814781188965
88	86	1.8610911781602506	3.2011043548583986
89	87	1.8309650478210855	3.115077273050944
90	88	1.96009569155409	3.0843749205271402
91	89	1.8725523018645218	3.046114110946655
92	90	1.936869632056419	3.1930816491444904
93	91	1.799514335520724	3.2744102319081625
94	92	1.8225869218401871	3.1622254053751626
95	93	1.7391467281478517	3.34275107383728
96	94	1.734298254898254	3.153507947921753
97	95	1.8810681564878202	3.004853868484497
98	96	2.000249590328399	3.0633230368296305
99	97	1.7435078662126622	3.0148994445800783
100	98	1.8868340608581462	3.0801260471343994
101	99	1.8617350918815492	2.8029932022094726
102	0	9.425875493884087	7.424945831298828
103	1	5.931236448287964	5.740046977996826
104	2	5.158609371185303	12.504448890686035
105	3	5.445521764755249	6.512359619140625
106	4	4.72419921875	9.225855827331543
107	0	7.662772455215454	6.400893211364746
108	1	5.811632056236267	7.0526018142700195
109	2	4.759837512969971	4.526348114013672
110	3	5.562472891807556	8.413644790649414
111	4	4.6102127575874325	3.6775052547454834
112	5	4.026118251085282	4.329113960266113
113	6	3.9567205572128294	4.930643558502197
114	0	4.291947777271271	5.641242027282715
115	0	9.57666729927063	14.748775482177734
116	1	6.334289512634277	13.631682395935059
117	2	5.614185876846314	8.741722106933594
118	3	5.0502364492416385	8.882115364074707
119	4	4.925040850639343	10.044334411621094
120	5	4.650737538337707	6.040557861328125
121	6	3.997062907218933	5.663703441619873
122	7	4.054195647239685	3.106687068939209
123	8	3.7936658334732054	4.129853248596191
124	9	3.575504515171051	3.2800419330596924
125	10	4.157241787910461	3.997321605682373
126	11	4.036867890357971	3.4753036499023438
127	12	3.762564401626587	4.309584617614746
128	13	3.465549476146698	4.396946907043457
129	14	3.6985153460502627	8.012784957885742
130	15	3.4447268199920655	3.4260730743408203
131	16	3.3104467177391053	3.4645779132843018
132	17	3.1926121377944945	5.626831531524658
133	18	2.794120237827301	3.3249411582946777
134	19	3.5080946278572083	9.333157539367676
135	20	2.8098262190818786	2.224599599838257
136	21	2.9234915828704833	2.5261638164520264
137	22	2.9251465916633608	4.887867450714111
138	23	2.710484461784363	1.8793960809707642
139	24	2.8781397986412047	3.6699490547180176
140	25	2.7713977098464966	3.505333185195923
141	26	3.1688988184928895	2.180227756500244
142	27	2.9556050205230715	6.320026874542236
143	28	3.160018289089203	1.785821557044983
144	29	2.686514904499054	3.313776731491089
145	30	3.1641182923316955	3.073194742202759
146	31	2.692085440158844	6.541172504425049
147	32	2.316413254737854	2.803773880004883
148	33	2.2647949409484864	2.268798589706421
149	34	3.1685371685028074	4.1838202476501465
150	35	2.800750479698181	3.2680280208587646
151	36	2.555520939826965	2.4116203784942627
152	37	2.1758973479270933	2.2294368743896484
153	38	2.4307467484474183	2.0943284034729004
154	39	2.1297872924804686	1.659180998802185
155	40	2.6208885717391968	1.5405529737472534
156	41	2.1338503682613372	1.5205631256103516
157	42	2.658788948059082	4.433087348937988
158	43	2.505739734172821	1.3420426845550537
159	44	2.4486756539344787	1.7022470235824585
160	45	3.22581095457077	2.586212158203125
161	46	2.6756594610214233	2.9213602542877197
162	47	2.521214907169342	2.639474868774414
163	48	2.349372446537018	2.3526482582092285
164	49	2.3571006381511688	3.9680111408233643
165	50	2.628913962841034	1.7524428367614746
166	51	2.1133799719810487	1.575929880142212
167	52	2.2293547689914703	5.258865833282471
168	53	2.3119247043132782	2.6193485260009766
169	54	2.517700080871582	2.916719675064087
170	55	2.216511501073837	2.2744908332824707
171	56	1.968552553653717	1.4098974466323853
172	57	2.4100059497356416	6.245255947113037
173	58	2.364307676553726	2.6863951683044434
174	59	1.9538081681728363	2.4814934730529785
175	60	2.263806539773941	1.3604397773742676
176	61	1.9277082800865173	1.488633632659912
177	62	2.2858369982242586	11.130377769470215
178	63	2.8886038279533386	5.278674602508545
179	64	2.477577738761902	3.475400686264038
180	65	2.219870334863663	1.6822925806045532
181	66	2.4032550179958343	1.728459358215332
182	67	2.594639081954956	1.358062982559204
183	68	2.2139855778217314	1.8900867700576782
184	69	1.6617299699783326	1.5494791269302368
185	70	2.0888832986354826	2.976024627685547
186	71	2.1289234411716462	3.2035162448883057
187	72	2.405316809415817	3.2074801921844482
188	73	2.4194243466854095	4.110093116760254
189	74	2.3310585188865662	4.0915937423706055
190	75	2.1582571136951447	10.787525177001953
191	76	2.341229839324951	3.5869884490966797
192	77	2.133217837810516	1.334718942642212
193	78	2.1182785034179688	1.6548967361450195
194	79	2.025664346218109	2.5942630767822266
195	80	2.1342422437667845	1.5209053754806519
196	81	1.8549052095413208	1.5490634441375732
197	82	1.6819430363178254	1.313148021697998
198	83	1.694944336414337	1.391322135925293
199	84	1.6461822605133056	1.1783668994903564
200	85	2.0633348596096037	1.405306100845337
201	86	2.2056054270267484	1.3352552652359009
202	87	1.5451392793655396	1.3712495565414429
203	88	1.8744987392425536	1.1776152849197388
204	89	1.465874629020691	1.3135547637939453
205	90	1.7581356024742127	1.467374324798584
206	91	1.8051641368865967	1.372241497039795
207	92	1.6639659988880158	1.4512510299682617
208	93	1.9951361322402954	1.2248538732528687
209	94	1.663730491399765	1.3945097923278809
210	95	1.3763303506374358	1.4558112621307373
211	96	2.1172481882572174	1.4779417514801025
212	97	1.8102217328548431	1.5256366729736328
213	98	1.7072846734523772	1.4526740312576294
214	99	1.5981937515735627	1.581385612487793
215	0	9.237408475875855	13.042949676513672
216	1	5.6629617881774905	7.048020839691162
217	0	23.77001953125	32.4190673828125
218	1	20.413426399230957	23.459339141845703
219	2	17.22719669342041	25.96030044555664
220	3	14.69414472579956	26.508224487304688
221	4	21.56411075592041	20.510215759277344
222	0	8.43229079246521	11.622157096862793
223	1	6.371858034133911	6.254767894744873
224	2	5.518871655464173	7.682528972625732
225	3	4.937838315963745	6.595365047454834
226	4	4.6957590818405155	7.44390869140625
227	5	4.49819194316864	5.136931896209717
228	6	3.836543617248535	4.881785869598389
229	7	3.783361053466797	6.287789344787598
230	8	3.313195538520813	3.6483280658721924
231	9	3.9447092390060425	7.186314105987549
232	10	3.637809398174286	3.7272136211395264
233	11	3.4883266425132753	9.002508163452148
234	12	3.4079463982582094	3.9624993801116943
235	13	3.332717876434326	4.13992977142334
236	14	3.579555072784424	2.4605770111083984
237	15	3.421144573688507	3.3089683055877686
238	16	3.302432632446289	5.191346645355225
239	17	3.23605500459671	2.3363630771636963
240	18	2.9914412808418276	2.5331664085388184
241	19	3.0008352732658388	7.282768249511719
242	20	3.208008966445923	6.066461563110352
243	21	2.9904596257209777	3.6934595108032227
244	22	3.182333447933197	2.9090158939361572
245	23	2.6183705949783325	2.2821738719940186
246	24	2.5780122327804564	2.1042346954345703
247	25	3.139271137714386	6.351105690002441
248	26	3.2859340596199034	5.58103609085083
249	27	2.21459983587265	1.8972580432891846
250	28	2.5487705159187315	2.203923463821411
251	29	2.542244575023651	2.201089382171631
252	30	2.9696013140678406	2.7623047828674316
253	31	2.967882194519043	2.801649570465088
254	32	2.941064665317535	3.1724624633789062
255	33	2.606772041320801	2.5099551677703857
256	34	3.4118495774269104	2.794415235519409
257	35	2.873078236579895	2.492004156112671
258	36	2.2796417045593262	2.062519073486328
259	37	2.5083087062835694	1.6880069971084595
260	38	2.643176691532135	2.2986221313476562
261	39	2.490724952220917	1.819265604019165
262	40	2.5202382016181946	2.391141414642334
263	41	2.3219135713577272	1.8772228956222534
264	42	3.0185955119132997	3.138643741607666
265	43	2.3882989263534546	3.3792498111724854
266	44	2.4145547580718993	1.723459243774414
267	45	2.1839211487770083	1.508792519569397
268	46	2.5080027890205385	2.001650094985962
269	47	2.42613968372345	2.419433116912842
270	48	2.9007816219329836	6.887621879577637
271	49	2.5338677048683165	1.9110087156295776
272	50	2.621233103275299	2.374685287475586
273	51	2.3940469145774843	3.1991775035858154
274	52	2.342935199737549	1.9444864988327026
275	53	2.3797137784957885	2.6466474533081055
276	54	2.446777708530426	2.7477736473083496
277	55	2.4911719727516175	1.652651071548462
278	56	2.267404410839081	1.7446259260177612
279	57	2.659196581840515	1.7238589525222778
280	58	2.689990527629852	1.5614198446273804
281	59	2.574430241584778	3.448568344116211
282	60	2.1016169714927675	1.6746673583984375
283	61	2.145503945350647	1.5988365411758423
284	62	2.5953175687789916	2.497501850128174
285	63	2.2437212228775025	1.5059239864349365
286	64	2.0190137434005737	1.5328168869018555
287	65	2.6917251467704775	2.402193546295166
288	66	2.442579984664917	8.209683418273926
289	67	2.313585152626038	3.5338404178619385
290	68	2.5556651830673216	2.4172115325927734
291	69	2.3033766174316406	1.7683649063110352
292	70	2.3846949481964113	1.6575692892074585
293	71	2.357002168893814	2.053514003753662
294	72	2.23988007068634	2.0087666511535645
295	73	2.2341379857063295	1.9294345378875732
296	74	2.4975681281089783	1.3832440376281738
297	75	2.108108333349228	1.5080796480178833
298	76	2.8153503131866455	1.8350507020950317
299	77	2.058976174592972	1.527866005897522
300	78	2.133276641368866	2.1388957500457764
301	79	2.4273571288585662	2.012916088104248
302	80	2.261022378206253	1.288000226020813
303	81	1.97671404838562	1.2927175760269165
304	82	1.8011221516132354	1.3257331848144531
305	83	2.1121877253055574	1.327056646347046
306	84	1.5005958354473115	1.3455957174301147
307	85	2.023282461166382	1.3236554861068726
308	86	1.666312210559845	1.31097412109375
309	87	1.7993268489837646	1.2905677556991577
310	88	1.9744508647918702	1.4180703163146973
311	89	1.8957570743560792	1.3413660526275635
312	90	1.7796542680263518	1.3274427652359009
313	91	1.7336869478225707	1.4139866828918457
314	92	1.8910833168029786	1.4077646732330322
315	93	2.2750667834281924	1.452025055885315
316	94	2.141851006746292	1.4157276153564453
317	95	1.9786755788326262	1.5630687475204468
318	96	2.0814486956596374	1.4718821048736572
319	97	1.627004109621048	1.4020427465438843
320	98	1.7745650565624238	1.4115678071975708
321	99	1.6112149834632874	1.309640645980835
322	0	13.240895519256592	9.980749130249023
323	1	9.886444272994995	11.145248413085938
324	2	8.806032466888428	8.300601959228516
325	3	7.499856824874878	8.938425064086914
326	4	7.472698106765747	7.951210021972656
327	5	6.881255331039429	11.254376411437988
328	6	6.477477426528931	6.909292697906494
329	7	6.975805439949036	8.699749946594238
330	8	6.153874192237854	10.958646774291992
331	9	5.9306713962554936	8.4360990524292
332	10	5.389483208656311	5.979596138000488
333	11	5.088858094215393	5.9283246994018555
334	12	5.791591567993164	6.770644187927246
335	13	5.301032276153564	7.891006946563721
336	14	4.9872572708129885	6.038945198059082
337	15	5.466398530006408	6.412474155426025
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1020	459	1.998161525752304	2.4260621070861816
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1024	463	1.9956797439543927	2.3426735401153564
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1038	477	2.0257577356915384	2.3678383827209473
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1068	3	17.775085828609622	42.220306396484375
1069	4	17.390023000904772	39.91164016723633
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1078	13	14.470104773839315	25.995304107666016
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1080	15	14.351592158751526	24.72223663330078
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1106	41	13.650420477344815	22.11162757873535
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1340	118	5.232755098186556	4.939098358154297
1341	119	5.113609593310863	4.858057975769043
1342	120	5.2598363606091745	4.893451690673828
1343	121	5.115374277198249	4.885416030883789
1344	122	5.0912700504957815	4.886414527893066
1345	123	5.261337017818108	4.886699676513672
1346	124	4.986728421977309	4.8646955490112305
1347	125	5.01597070434113	4.883338451385498
1348	126	5.018451273603725	4.859218597412109
1349	127	5.24298388059022	4.853057384490967
1350	128	5.153382320819824	4.8970537185668945
1351	129	5.01966350020115	4.92483377456665
1352	130	5.03767493904614	4.909350395202637
1353	131	4.998312768234544	4.877500057220459
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1355	133	5.087724189289281	4.847572326660156
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1365	143	4.93070945427918	4.844860076904297
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1370	148	5.0358219850258745	4.8594794273376465
1371	149	4.944445402160977	4.808207988739014
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1373	151	5.0274332403485245	4.8173112869262695
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1379	157	4.890503271029947	4.827426910400391
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1386	164	5.215101544798557	4.850467205047607
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1400	178	4.94022220731433	4.851717472076416
1401	179	4.917827520448441	4.852512359619141
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1409	187	5.034477050187157	4.849297523498535
1410	188	4.913518890048243	4.8421220779418945
1411	189	4.892289945150266	4.851822376251221
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1414	192	4.906855263567101	4.850001811981201
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1421	199	4.911709769827421	4.848233699798584
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1423	201	5.075364809270126	4.870742321014404
1424	202	4.855852528347995	4.848693370819092
1425	203	5.076912625284221	4.844854831695557
1426	204	4.911325110401704	4.843681335449219
1427	205	4.85277503435729	4.852741718292236
1428	206	4.890992233473859	4.850731372833252
1429	207	5.0608500057085335	4.860933303833008
1430	208	4.884364619281123	4.81980562210083
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1432	210	4.888756459675303	4.8500189781188965
1433	211	4.857678873291433	4.83669900894165
1434	212	5.007931692398861	4.824719429016113
1435	213	4.930270869335621	4.842092514038086
1436	214	4.868548131379925	4.840893268585205
1437	215	4.993460724074445	4.823753356933594
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1439	217	4.93938004253992	4.8285651206970215
1440	218	4.901247680674457	4.8402838706970215
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1446	224	4.965146363593577	4.854353904724121
1447	225	5.0914665359892055	4.83690071105957
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1450	228	4.950834861568274	4.841284275054932
1451	229	4.879612242589231	4.830111980438232
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1463	241	4.821750216145333	4.8583550453186035
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1469	247	4.86916908931211	4.843050003051758
1470	248	4.880884844860524	4.846562385559082
1471	249	4.971935702279738	4.84993839263916
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1473	251	4.88864963256046	4.839564323425293
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1475	253	4.966849255431545	4.8505988121032715
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1477	255	4.870108482298474	4.836266040802002
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1498	276	4.885246938190928	4.8259663581848145
1499	277	4.866082237066467	4.826266288757324
1500	278	4.941213596094531	4.807991027832031
1501	279	4.884289272474658	4.827019691467285
1502	280	4.86485021101321	4.82530403137207
1503	281	4.855879843397426	4.818278789520264
1504	282	4.964471398647214	4.825504302978516
1505	283	4.934766606554959	4.838627815246582
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1514	292	4.873568091887594	4.822254180908203
1515	293	4.913670222830707	4.846660614013672
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1517	295	4.981606816984916	4.817222595214844
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1520	298	4.87388271191081	4.831111907958984
1521	299	4.967491825529925	4.8437676429748535
1522	0	10.535446964610706	7.138007640838623
1523	1	7.8241460431705825	8.138928413391113
1524	2	7.037873786868471	6.542815685272217
1525	3	6.811079288973953	5.20956563949585
1526	4	6.54739814490983	5.755399227142334
1527	5	6.231513845559323	7.499943256378174
1528	6	6.042671915256616	8.112894058227539
1529	7	5.847052983081702	5.025928974151611
1530	8	5.760145931171649	4.750400543212891
1531	9	5.659365419908004	5.241806507110596
1532	10	5.639966595172882	5.037885665893555
1533	11	5.73006853985064	6.9272308349609375
1534	12	5.723964644923354	6.6573591232299805
1535	13	5.797361269141689	4.718046188354492
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1538	16	5.653092409263958	5.234623432159424
1539	17	5.234378751841459	4.628739833831787
1540	18	5.441285646323002	7.224741458892822
1541	19	5.142640886162266	4.9277801513671875
1542	20	5.388914961525888	4.881191730499268
1543	21	5.167937509218851	5.874646186828613
1544	22	5.187350001840881	6.2521796226501465
1545	23	5.224235027486627	7.166512489318848
1546	24	5.164473139517235	6.275496006011963
1547	25	5.170422951470722	6.8056182861328125
1548	26	5.098721721316829	5.16926383972168
1549	27	5.119321246941884	6.240243434906006
1550	28	5.012495778907429	5.059202671051025
1551	29	4.96033417672822	4.0382490158081055
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1553	31	5.496353719812451	4.348814487457275
1554	32	5.090254177469196	4.102095603942871
1555	33	5.189136644204457	6.531438827514648
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1573	51	4.730030272946213	5.017831802368164
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1575	53	4.90867225076213	5.007582187652588
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1599	77	4.355406855091904	5.060515880584717
1600	78	4.40980063568462	4.540878772735596
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1614	92	4.124111926194393	3.77917218208313
1615	93	4.392694892305316	5.240423202514648
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1621	99	4.194973945617676	3.8389904499053955
1622	100	4.092292759635232	3.5655860900878906
1623	101	3.989663469791412	3.5725150108337402
1624	102	3.981248530113336	3.570087432861328
1625	103	4.016868723161293	3.576676368713379
1626	104	4.027392782586993	3.579324245452881
1627	105	3.9767748449787947	3.562131643295288
1628	106	4.024276663317825	3.607285737991333
1629	107	4.000350344542301	3.4951846599578857
1630	108	4.005244428822489	3.631859302520752
1631	109	3.9664393428600198	3.541245222091675
1632	110	4.000907515034531	3.597203254699707
1633	111	3.907105119661851	3.4729678630828857
1634	112	3.954275351220911	3.4766249656677246
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1636	114	3.948770172668226	4.467918872833252
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1643	121	3.9966415784575724	3.572051763534546
1644	122	3.886194211063963	3.5390114784240723
1645	123	4.006036867878654	3.5060036182403564
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1647	125	3.8175584518548216	3.4939565658569336
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1650	128	3.9210808750354884	3.5783653259277344
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1652	130	3.9146922183759285	3.442147731781006
1653	131	3.8998415372588418	3.485807180404663
1654	132	3.8524805220464864	3.4839394092559814
1655	133	3.864646847681566	3.4289379119873047
1656	134	3.896560330101938	3.5704212188720703
1657	135	3.9212636012019533	3.6962549686431885
1658	136	3.911486264069875	3.4379525184631348
1659	137	3.902305760528102	3.4614615440368652
1660	138	3.8855316671458158	3.4831371307373047
1661	139	3.870126810940829	3.4520771503448486
1662	140	3.9085745464671744	3.4297633171081543
1663	141	3.9253488692370326	3.5832183361053467
1664	142	3.8564954674605167	3.4396049976348877
1665	143	3.8318241982749015	3.5898733139038086
1666	144	3.8363115231196088	3.635559320449829
1667	145	3.8665000940814163	3.514362335205078
1668	146	3.9079818360733265	3.5363481044769287
1669	147	3.8632410154198156	3.523726224899292
1670	148	3.8685725255446	3.3906733989715576
1671	149	3.8380854845047	3.5136773586273193
1672	150	3.822555325970505	3.4482574462890625
1673	151	3.81273100195509	3.409930944442749
1674	152	3.8252228411761195	3.3968701362609863
1675	153	3.8074971466353444	3.414401054382324
1676	154	3.792241237741528	3.434910297393799
1677	155	3.829114956566782	3.452721357345581
1678	156	3.893543620904287	3.4151875972747803
1679	157	3.861967405044671	3.4273664951324463
1680	158	3.793957085681684	3.4121944904327393
1681	159	3.9103168101021737	3.404581069946289
1682	160	3.8070671554767723	3.4108850955963135
1683	161	3.793223588394396	3.4250144958496094
1684	162	3.809103540579478	3.4398889541625977
1685	163	3.861557374578534	3.4331581592559814
1686	164	3.7472348726156985	3.4132120609283447
1687	165	3.7782242222265765	3.3862571716308594
1688	166	3.837867415312565	3.4021520614624023
1689	167	3.8502973448146474	3.4277844429016113
1690	168	3.8656850782307712	3.415170669555664
1691	169	3.783724697069688	3.397962808609009
1692	170	3.8140269976673706	3.4005913734436035
1693	171	3.863913030696638	3.424940347671509
1694	172	3.808407175540924	3.4052114486694336
1695	173	3.824768977454214	3.4211342334747314
1696	174	3.889205584381566	3.444988965988159
1697	175	3.86010818084081	3.3880269527435303
1698	176	3.7785442955566175	3.3919363021850586
1699	177	3.7765940366369306	3.40488862991333
1700	178	3.8455430175318863	3.4235596656799316
1701	179	3.8654890031525584	3.4057908058166504
1702	180	3.7924586176872253	3.426251173019409
1703	181	3.784715480154211	3.400472402572632
1704	182	3.8302748625928706	3.3924312591552734
1705	183	3.8151419043540953	3.4177021980285645
1706	184	3.781953849214496	3.3949778079986572
1707	185	3.8058335213950185	3.4330036640167236
1708	186	3.784428761944626	3.413548469543457
1709	187	3.83813762737043	3.4035556316375732
1710	188	3.81805451855515	3.3998470306396484
1711	189	3.807869372584603	3.3909356594085693
1712	190	3.79270888819839	3.411669969558716
1713	191	3.812076607617465	3.4259047508239746
1714	192	3.796394194256176	3.40803599357605
1715	193	3.824968786311872	3.4039738178253174
1716	194	3.8355708266749526	3.424544095993042
1717	195	3.9191272294882573	3.44091796875
1718	196	3.812352052601901	3.3932266235351562
1719	197	3.816050056255225	3.390587568283081
1720	198	3.7940091201753328	3.41398549079895
1721	199	3.7971794417410187	3.419776439666748
1722	200	3.819029266906507	3.404385566711426
1723	201	3.7826591314239937	3.398138999938965
1724	202	3.8210758646329244	3.403352737426758
1725	203	3.8420705058357933	3.4483673572540283
1726	204	3.834588299736832	3.4032278060913086
1727	205	3.837385216626254	3.4191997051239014
1728	206	3.8896077036857606	3.3905584812164307
1729	207	3.8320565563259703	3.4297590255737305
1730	208	3.839206792007793	3.379161834716797
1731	209	3.8610341350237527	3.3871748447418213
1732	210	3.772339236013817	3.3873775005340576
1733	211	3.783070614121177	3.3957266807556152
1734	212	3.82103871829582	3.3919363021850586
1735	213	3.8371659514578904	3.4060192108154297
1736	214	3.7542113278851366	3.4153759479522705
1737	215	3.7170616016243443	3.44187068939209
1738	216	3.8395546624154755	3.4097321033477783
1739	217	3.8662303454948193	3.416490316390991
1740	218	3.845604047269532	3.4306788444519043
1741	219	3.824705605434649	3.4285528659820557
1742	220	3.830407956965042	3.3914730548858643
1743	221	3.8231031385335057	3.383490800857544
1744	222	3.833514393820907	3.3960111141204834
1745	223	3.801216755852555	3.4285266399383545
1746	224	3.858941161993778	3.389674663543701
1747	225	3.7505493785395765	3.395493268966675
1748	226	3.823566889401638	3.4127182960510254
1749	227	3.820666165424116	3.400625228881836
1750	228	3.823223647926793	3.38191556930542
1751	229	3.7554176207744714	3.3922643661499023
1752	230	3.7746106866634253	3.3796651363372803
1753	231	3.7969261169433595	3.4117064476013184
1754	232	3.867424920472232	3.3949637413024902
1755	233	3.770203200976054	3.3882691860198975
1756	234	3.7431430119456666	3.3910398483276367
1757	235	3.7668205752517236	3.3840842247009277
1758	236	3.8286517002365805	3.3761231899261475
1759	237	3.771576622399417	3.3885087966918945
1760	238	3.777764148423166	3.403149366378784
1761	239	3.7905584682117808	3.3763933181762695
1762	240	3.8210763176282247	3.414173126220703
1763	241	3.865154363531055	3.393035888671875
1764	242	3.800120635466142	3.398986339569092
1765	243	3.8022580645301125	3.396702289581299
1766	244	3.7276438171213324	3.3882017135620117
1767	245	3.815004042784373	3.3917412757873535
1768	246	3.8575457323681226	3.3967437744140625
1769	247	3.7772725036649994	3.3954968452453613
1770	248	3.7712400523099032	3.382535696029663
1771	249	3.7938311800812228	3.3680741786956787
1772	250	3.8112679398421085	3.4131574630737305
1773	251	3.851072518753283	3.4096884727478027
1774	252	3.8343051928462404	3.4363956451416016
1775	253	3.764303384405194	3.3730990886688232
1776	254	3.7501230239868164	3.394145965576172
1777	255	3.8075529828216093	3.3988044261932373
1778	256	3.835201842134649	3.371772050857544
1779	257	3.7671612905733514	3.371422052383423
1780	258	3.8664221745548826	3.415010929107666
1781	259	3.8068302790323894	3.3795337677001953
1782	260	3.746603085416736	3.3995862007141113
1783	261	3.844028600056966	3.4078457355499268
1784	262	3.864883915222052	3.382657051086426
1785	263	3.820603057832429	3.3754115104675293
1786	264	3.846506002816287	3.3887317180633545
1787	265	3.806149897069642	3.3693315982818604
1788	266	3.8139860608360983	3.378915309906006
1789	267	3.838236346389308	3.36610746383667
1790	268	3.746777840455373	3.3673408031463623
1791	269	3.8196406386115336	3.3848512172698975
1792	270	3.791604555375648	3.376155376434326
1793	271	3.782218140183073	3.4068636894226074
1794	272	3.7335610830422605	3.3726370334625244
1795	273	3.838183360750025	3.385442018508911
1796	274	3.7939599969170312	3.3936171531677246
1797	275	3.8370031555493673	3.404611825942993
1798	276	3.810185116710085	3.3647208213806152
1799	277	3.842852070114829	3.386965274810791
1800	278	3.8682658285805673	3.363536834716797
1801	279	3.7965586998245935	3.36864972114563
1802	280	3.761886895425392	3.3644275665283203
1803	281	3.7922668839945937	3.3626370429992676
1804	282	3.6954838662436513	3.391234874725342
1805	283	3.7597093000556483	3.356743335723877
1806	284	3.818933317155549	3.363304376602173
1807	285	3.8085382475997465	3.3700997829437256
1808	286	3.7776332927472662	3.387850761413574
1809	287	3.852750436103705	3.3747494220733643
1810	288	3.869700754411293	3.3716113567352295
1811	289	3.819369491483226	3.367892265319824
1812	290	3.7625609213655644	3.392800807952881
1813	291	3.8113484064737957	3.372192859649658
1814	292	3.765781452439048	3.362692356109619
1815	293	3.731386435031891	3.372163772583008
1816	294	3.8062914302854827	3.367699384689331
1817	295	3.796064802733335	3.3909687995910645
1818	296	3.8264753128543045	3.3955934047698975
1819	297	3.817375989393754	3.41853928565979
1820	298	3.791223588856784	3.3914475440979004
1821	299	3.744249291130991	3.3684945106506348