Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0113	2	3.2414	0.0	3.2414	1.8004
No log	0.0226	4	2.5741	0.0455	2.5741	1.6044
No log	0.0339	6	1.5514	-0.0328	1.5514	1.2456
No log	0.0452	8	0.8388	0.0	0.8388	0.9159
No log	0.0565	10	0.8797	0.0335	0.8797	0.9379
No log	0.0678	12	1.0452	0.0	1.0452	1.0223
No log	0.0791	14	1.2591	0.0	1.2591	1.1221
No log	0.0904	16	1.6081	0.0173	1.6081	1.2681
No log	0.1017	18	1.6282	0.0901	1.6282	1.2760
No log	0.1130	20	1.6987	0.2288	1.6987	1.3033
No log	0.1243	22	1.2547	0.0	1.2547	1.1201
No log	0.1356	24	0.9827	0.0	0.9827	0.9913
No log	0.1469	26	0.8649	0.0	0.8649	0.9300
No log	0.1582	28	1.0445	0.0	1.0445	1.0220
No log	0.1695	30	1.4237	0.0	1.4237	1.1932
No log	0.1808	32	1.3904	0.0	1.3904	1.1792
No log	0.1921	34	1.2406	0.0	1.2406	1.1138
No log	0.2034	36	1.2689	0.0	1.2689	1.1265
No log	0.2147	38	1.1627	0.0	1.1627	1.0783
No log	0.2260	40	0.7983	0.0	0.7983	0.8935
No log	0.2373	42	0.7508	0.2821	0.7508	0.8665
No log	0.2486	44	0.7582	0.1564	0.7582	0.8708
No log	0.2599	46	0.7744	0.1564	0.7744	0.8800
No log	0.2712	48	0.8455	0.0	0.8455	0.9195
No log	0.2825	50	1.0165	0.0	1.0165	1.0082
No log	0.2938	52	1.0678	0.0	1.0678	1.0333
No log	0.3051	54	1.2480	0.0	1.2480	1.1171
No log	0.3164	56	1.6066	0.0965	1.6066	1.2675
No log	0.3277	58	1.7120	0.1600	1.7120	1.3084
No log	0.3390	60	1.7195	0.1600	1.7195	1.3113
No log	0.3503	62	1.5850	0.0466	1.5850	1.2590
No log	0.3616	64	1.2942	0.0	1.2942	1.1376
No log	0.3729	66	0.9887	0.0	0.9887	0.9943
No log	0.3842	68	0.8069	0.1213	0.8069	0.8983
No log	0.3955	70	1.0145	0.1564	1.0145	1.0072
No log	0.4068	72	1.3736	0.2057	1.3736	1.1720
No log	0.4181	74	1.4391	0.1934	1.4391	1.1996
No log	0.4294	76	1.0152	0.1923	1.0152	1.0075
No log	0.4407	78	0.8406	0.3197	0.8406	0.9169
No log	0.4520	80	0.8244	0.3197	0.8244	0.9079
No log	0.4633	82	0.9664	0.1923	0.9664	0.9831
No log	0.4746	84	1.0293	0.1564	1.0293	1.0146
No log	0.4859	86	0.9284	0.1564	0.9284	0.9635
No log	0.4972	88	0.7896	0.2821	0.7896	0.8886
No log	0.5085	90	0.6214	0.3197	0.6214	0.7883
No log	0.5198	92	0.5258	0.3695	0.5258	0.7251
No log	0.5311	94	0.5250	0.4407	0.5250	0.7245
No log	0.5424	96	0.5335	0.4407	0.5335	0.7304
No log	0.5537	98	0.5150	0.4976	0.5150	0.7176
No log	0.5650	100	0.5363	0.4112	0.5363	0.7323
No log	0.5763	102	0.6601	0.4120	0.6601	0.8124
No log	0.5876	104	0.9470	0.2476	0.9470	0.9732
No log	0.5989	106	1.0452	0.2476	1.0452	1.0223
No log	0.6102	108	1.0612	0.1923	1.0612	1.0302
No log	0.6215	110	0.9987	0.0	0.9987	0.9994
No log	0.6328	112	0.8322	0.2821	0.8322	0.9123
No log	0.6441	114	0.6804	0.3581	0.6804	0.8249
No log	0.6554	116	0.6311	0.1941	0.6311	0.7944
No log	0.6667	118	0.6328	0.1941	0.6328	0.7955
No log	0.6780	120	0.6713	0.2500	0.6713	0.8193
No log	0.6893	122	0.7995	0.4040	0.7995	0.8942
No log	0.7006	124	0.8639	0.4040	0.8639	0.9295
No log	0.7119	126	0.6866	0.2500	0.6866	0.8286
No log	0.7232	128	0.6175	0.3288	0.6175	0.7858
No log	0.7345	130	0.5690	0.3288	0.5690	0.7543
No log	0.7458	132	0.5508	0.3695	0.5508	0.7422
No log	0.7571	134	0.5416	0.4112	0.5416	0.7359
No log	0.7684	136	0.5838	0.3837	0.5838	0.7640
No log	0.7797	138	0.8243	0.1923	0.8243	0.9079
No log	0.7910	140	0.9018	0.1923	0.9018	0.9496
No log	0.8023	142	0.8673	0.1923	0.8673	0.9313
No log	0.8136	144	0.6219	0.4371	0.6219	0.7886
No log	0.8249	146	0.5932	0.3288	0.5932	0.7702
No log	0.8362	148	0.7514	0.2794	0.7514	0.8668
No log	0.8475	150	0.7653	0.2794	0.7653	0.8748
No log	0.8588	152	0.6623	0.3131	0.6623	0.8138
No log	0.8701	154	0.6382	0.3745	0.6382	0.7989
No log	0.8814	156	0.7028	0.4576	0.7028	0.8383
No log	0.8927	158	0.7373	0.4576	0.7373	0.8587
No log	0.9040	160	0.6450	0.3000	0.6450	0.8031
No log	0.9153	162	0.7201	0.0567	0.7201	0.8486
No log	0.9266	164	0.8674	0.2373	0.8674	0.9313
No log	0.9379	166	0.8617	0.0957	0.8617	0.9283
No log	0.9492	168	0.8417	-0.0678	0.8417	0.9175
No log	0.9605	170	0.7874	0.0957	0.7874	0.8873
No log	0.9718	172	0.8247	0.0957	0.8247	0.9081
No log	0.9831	174	0.8265	0.1168	0.8265	0.9091
No log	0.9944	176	0.8412	0.0957	0.8412	0.9172
No log	1.0056	178	0.8865	0.0957	0.8865	0.9415
No log	1.0169	180	1.0339	-0.0553	1.0339	1.0168
No log	1.0282	182	1.0656	-0.0553	1.0656	1.0323
No log	1.0395	184	0.9069	0.1340	0.9069	0.9523
No log	1.0508	186	0.6893	0.2373	0.6893	0.8303
No log	1.0621	188	0.6527	0.3000	0.6527	0.8079
No log	1.0734	190	0.9295	0.2476	0.9295	0.9641
No log	1.0847	192	1.0650	0.2197	1.0650	1.0320
No log	1.0960	194	0.8959	0.2476	0.8959	0.9465
No log	1.1073	196	0.6693	0.3197	0.6693	0.8181
No log	1.1186	198	0.5554	0.4638	0.5554	0.7453
No log	1.1299	200	0.5749	0.2533	0.5749	0.7582
No log	1.1412	202	0.6095	0.2759	0.6095	0.7807
No log	1.1525	204	0.6001	0.2364	0.6001	0.7747
No log	1.1638	206	0.5762	0.2851	0.5762	0.7591
No log	1.1751	208	0.8031	0.4717	0.8031	0.8962
No log	1.1864	210	1.0008	0.3895	1.0008	1.0004
No log	1.1977	212	0.9781	0.3895	0.9781	0.9890
No log	1.2090	214	0.8263	0.3011	0.8263	0.9090
No log	1.2203	216	0.7056	0.1783	0.7056	0.8400
No log	1.2316	218	0.7353	0.1978	0.7353	0.8575
No log	1.2429	220	0.7483	0.1558	0.7483	0.8650
No log	1.2542	222	0.7097	0.1978	0.7097	0.8424
No log	1.2655	224	0.6746	0.1962	0.6746	0.8213
No log	1.2768	226	0.7119	0.1370	0.7119	0.8438
No log	1.2881	228	0.7503	0.2286	0.7503	0.8662
No log	1.2994	230	0.7623	0.2286	0.7623	0.8731
No log	1.3107	232	0.6817	0.1755	0.6817	0.8257
No log	1.3220	234	0.6406	0.3467	0.6406	0.8004
No log	1.3333	236	0.6629	0.1978	0.6629	0.8142
No log	1.3446	238	0.6949	0.1978	0.6949	0.8336
No log	1.3559	240	0.7094	0.1978	0.7094	0.8422
No log	1.3672	242	0.7175	0.3662	0.7175	0.8470
No log	1.3785	244	0.7420	0.2862	0.7420	0.8614
No log	1.3898	246	0.7761	0.2782	0.7761	0.8810
No log	1.4011	248	0.7792	0.3182	0.7792	0.8827
No log	1.4124	250	0.7226	0.2553	0.7226	0.8501
No log	1.4237	252	0.6524	0.2323	0.6524	0.8077
No log	1.4350	254	0.6175	0.3077	0.6175	0.7858
No log	1.4463	256	0.6222	0.3318	0.6222	0.7888
No log	1.4576	258	0.6229	0.3318	0.6229	0.7893
No log	1.4689	260	0.6164	0.2921	0.6164	0.7851
No log	1.4802	262	0.6150	0.3077	0.6150	0.7842
No log	1.4915	264	0.6486	0.1755	0.6486	0.8053
No log	1.5028	266	0.6637	0.2125	0.6637	0.8147
No log	1.5141	268	0.6362	0.1783	0.6362	0.7977
No log	1.5254	270	0.6199	0.1978	0.6199	0.7873
No log	1.5367	272	0.6465	0.2588	0.6465	0.8041
No log	1.5480	274	0.6589	0.2588	0.6589	0.8117
No log	1.5593	276	0.6344	0.2759	0.6344	0.7965
No log	1.5706	278	0.6187	0.3163	0.6187	0.7866
No log	1.5819	280	0.6372	0.3636	0.6372	0.7982
No log	1.5932	282	0.6221	0.2588	0.6221	0.7888
No log	1.6045	284	0.5790	0.3163	0.5790	0.7609
No log	1.6158	286	0.5939	0.0339	0.5939	0.7706
No log	1.6271	288	0.6373	0.2725	0.6373	0.7983
No log	1.6384	290	0.6570	0.3288	0.6570	0.8105
No log	1.6497	292	0.6150	0.3131	0.6150	0.7842
No log	1.6610	294	0.5544	0.2184	0.5544	0.7446
No log	1.6723	296	0.5367	0.1340	0.5367	0.7326
No log	1.6836	298	0.5432	0.0679	0.5432	0.7370
No log	1.6949	300	0.5260	0.2184	0.5260	0.7253
No log	1.7062	302	0.4961	0.2794	0.4961	0.7043
No log	1.7175	304	0.4855	0.5093	0.4855	0.6968
No log	1.7288	306	0.4743	0.5935	0.4743	0.6887
No log	1.7401	308	0.4807	0.2364	0.4807	0.6933
No log	1.7514	310	0.5060	0.2364	0.5060	0.7113
No log	1.7627	312	0.5331	0.2186	0.5331	0.7301
No log	1.7740	314	0.5857	0.3687	0.5857	0.7653
No log	1.7853	316	0.5590	0.3636	0.5590	0.7477
No log	1.7966	318	0.4658	0.3318	0.4658	0.6825
No log	1.8079	320	0.4378	0.4522	0.4378	0.6616
No log	1.8192	322	0.4629	0.4638	0.4629	0.6804
No log	1.8305	324	0.4675	0.4129	0.4675	0.6837
No log	1.8418	326	0.4903	0.4638	0.4903	0.7002
No log	1.8531	328	0.5181	0.4368	0.5181	0.7198
No log	1.8644	330	0.5264	0.3875	0.5264	0.7256
No log	1.8757	332	0.5062	0.4129	0.5062	0.7115
No log	1.8870	334	0.4889	0.4000	0.4889	0.6992
No log	1.8983	336	0.5004	0.3724	0.5004	0.7074
No log	1.9096	338	0.5241	0.3824	0.5241	0.7240
No log	1.9209	340	0.5282	0.3390	0.5282	0.7268
No log	1.9322	342	0.5235	0.3824	0.5235	0.7235
No log	1.9435	344	0.5077	0.3971	0.5077	0.7126
No log	1.9548	346	0.5250	0.3875	0.5250	0.7246
No log	1.9661	348	0.5554	0.4023	0.5554	0.7453
No log	1.9774	350	0.6009	0.3684	0.6009	0.7752
No log	1.9887	352	0.5896	0.4023	0.5896	0.7678
No log	2.0	354	0.5744	0.4023	0.5744	0.7579
No log	2.0113	356	0.5643	0.2851	0.5643	0.7512
No log	2.0226	358	0.5758	0.3226	0.5758	0.7588
No log	2.0339	360	0.6377	0.1985	0.6377	0.7986
No log	2.0452	362	0.6693	0.1985	0.6693	0.8181
No log	2.0565	364	0.6380	0.3163	0.6380	0.7988
No log	2.0678	366	0.5837	0.3467	0.5837	0.7640
No log	2.0791	368	0.6123	0.3563	0.6123	0.7825
No log	2.0904	370	0.6975	0.3527	0.6975	0.8352
No log	2.1017	372	0.7080	0.3527	0.7080	0.8415
No log	2.1130	374	0.6293	0.4146	0.6293	0.7933
No log	2.1243	376	0.5666	0.3368	0.5666	0.7528
No log	2.1356	378	0.5912	0.3163	0.5912	0.7689
No log	2.1469	380	0.6305	0.3163	0.6305	0.7940
No log	2.1582	382	0.6629	0.2588	0.6629	0.8142
No log	2.1695	384	0.6556	0.2588	0.6556	0.8097
No log	2.1808	386	0.6180	0.1340	0.6180	0.7861
No log	2.1921	388	0.5951	0.1985	0.5951	0.7714
No log	2.2034	390	0.5959	0.2373	0.5959	0.7720
No log	2.2147	392	0.6003	0.2323	0.6003	0.7748
No log	2.2260	394	0.5922	0.2696	0.5922	0.7696
No log	2.2373	396	0.5862	0.4024	0.5862	0.7656
No log	2.2486	398	0.5922	0.4394	0.5922	0.7696
No log	2.2599	400	0.6419	0.3163	0.6419	0.8012
No log	2.2712	402	0.7166	0.5	0.7166	0.8465
No log	2.2825	404	0.7347	0.5	0.7347	0.8571
No log	2.2938	406	0.6779	0.4154	0.6779	0.8234
No log	2.3051	408	0.5721	0.2364	0.5721	0.7564
No log	2.3164	410	0.5161	0.3971	0.5161	0.7184
No log	2.3277	412	0.4998	0.4112	0.4998	0.7070
No log	2.3390	414	0.5170	0.4023	0.5170	0.7190
No log	2.3503	416	0.5748	0.3473	0.5748	0.7582
No log	2.3616	418	0.5682	0.5009	0.5682	0.7538
No log	2.3729	420	0.4735	0.4474	0.4735	0.6881
No log	2.3842	422	0.4254	0.3546	0.4254	0.6522
No log	2.3955	424	0.4990	0.5157	0.4990	0.7064
No log	2.4068	426	0.6519	0.4154	0.6519	0.8074
No log	2.4181	428	0.6684	0.4154	0.6684	0.8176
No log	2.4294	430	0.6012	0.4690	0.6012	0.7754
No log	2.4407	432	0.5473	0.4690	0.5473	0.7398
No log	2.4520	434	0.5048	0.4024	0.5048	0.7105
No log	2.4633	436	0.5006	0.3787	0.5006	0.7075
No log	2.4746	438	0.5077	0.2851	0.5077	0.7125
No log	2.4859	440	0.5033	0.2851	0.5033	0.7095
No log	2.4972	442	0.5035	0.2851	0.5035	0.7096
No log	2.5085	444	0.4914	0.2553	0.4914	0.7010
No log	2.5198	446	0.4781	0.4247	0.4781	0.6914
No log	2.5311	448	0.4639	0.4247	0.4639	0.6811
No log	2.5424	450	0.4465	0.4247	0.4465	0.6682
No log	2.5537	452	0.4480	0.4247	0.4480	0.6693
No log	2.5650	454	0.4443	0.4247	0.4443	0.6666
No log	2.5763	456	0.4214	0.4665	0.4214	0.6492
No log	2.5876	458	0.4237	0.4247	0.4237	0.6509
No log	2.5989	460	0.4264	0.4665	0.4264	0.6530
No log	2.6102	462	0.4188	0.4665	0.4188	0.6472
No log	2.6215	464	0.4198	0.4665	0.4198	0.6479
No log	2.6328	466	0.4194	0.4665	0.4194	0.6476
No log	2.6441	468	0.4145	0.4665	0.4145	0.6438
No log	2.6554	470	0.4371	0.4407	0.4371	0.6612
No log	2.6667	472	0.4583	0.4268	0.4583	0.6770
No log	2.6780	474	0.4664	0.4268	0.4664	0.6829
No log	2.6893	476	0.4519	0.5753	0.4519	0.6723
No log	2.7006	478	0.4481	0.5227	0.4481	0.6694
No log	2.7119	480	0.4425	0.4809	0.4425	0.6652
No log	2.7232	482	0.4314	0.5333	0.4314	0.6568
No log	2.7345	484	0.4255	0.5846	0.4255	0.6523
No log	2.7458	486	0.4183	0.5333	0.4183	0.6468
No log	2.7571	488	0.4070	0.4809	0.4070	0.6379
No log	2.7684	490	0.4038	0.3724	0.4038	0.6355
No log	2.7797	492	0.4052	0.3724	0.4052	0.6365
No log	2.7910	494	0.4077	0.5227	0.4077	0.6385
No log	2.8023	496	0.4168	0.5817	0.4168	0.6456
No log	2.8136	498	0.4274	0.5817	0.4274	0.6537
0.4465	2.8249	500	0.4390	0.5817	0.4390	0.6626
0.4465	2.8362	502	0.4662	0.5444	0.4662	0.6828
0.4465	2.8475	504	0.4872	0.5078	0.4872	0.6980
0.4465	2.8588	506	0.4716	0.5078	0.4716	0.6867
0.4465	2.8701	508	0.4570	0.4024	0.4570	0.6760
0.4465	2.8814	510	0.4611	0.4024	0.4611	0.6791
0.4465	2.8927	512	0.4657	0.4024	0.4657	0.6825
0.4465	2.9040	514	0.4773	0.3662	0.4773	0.6909
0.4465	2.9153	516	0.4773	0.3662	0.4773	0.6909
0.4465	2.9266	518	0.4858	0.4024	0.4858	0.6970
0.4465	2.9379	520	0.4941	0.3318	0.4941	0.7029
0.4465	2.9492	522	0.5012	0.3318	0.5012	0.7079
0.4465	2.9605	524	0.5181	0.4638	0.5181	0.7198
0.4465	2.9718	526	0.5412	0.3875	0.5412	0.7357
0.4465	2.9831	528	0.5694	0.4	0.5694	0.7546
0.4465	2.9944	530	0.5704	0.3505	0.5704	0.7552
0.4465	3.0056	532	0.5585	0.3875	0.5585	0.7473
0.4465	3.0169	534	0.5347	0.2696	0.5347	0.7312
0.4465	3.0282	536	0.5485	0.3318	0.5485	0.7406
0.4465	3.0395	538	0.5811	0.2588	0.5811	0.7623
0.4465	3.0508	540	0.5915	0.3163	0.5915	0.7691
0.4465	3.0621	542	0.5743	0.2759	0.5743	0.7578
0.4465	3.0734	544	0.5644	0.2759	0.5644	0.7513
0.4465	3.0847	546	0.5633	0.2759	0.5633	0.7505
0.4465	3.0960	548	0.5508	0.3163	0.5508	0.7422
0.4465	3.1073	550	0.5237	0.2759	0.5237	0.7237
0.4465	3.1186	552	0.5114	0.2759	0.5114	0.7151
0.4465	3.1299	554	0.5065	0.3318	0.5065	0.7117
0.4465	3.1412	556	0.5074	0.3318	0.5074	0.7123
0.4465	3.1525	558	0.5093	0.4400	0.5093	0.7136
0.4465	3.1638	560	0.5058	0.4400	0.5058	0.7112
0.4465	3.1751	562	0.5000	0.4400	0.5000	0.7071
0.4465	3.1864	564	0.4945	0.4400	0.4945	0.7032
0.4465	3.1977	566	0.4965	0.4400	0.4965	0.7046
0.4465	3.2090	568	0.4969	0.4522	0.4969	0.7049
0.4465	3.2203	570	0.5008	0.4000	0.5008	0.7076
0.4465	3.2316	572	0.5170	0.2921	0.5170	0.7190
0.4465	3.2429	574	0.5391	0.2921	0.5391	0.7342
0.4465	3.2542	576	0.5455	0.2921	0.5455	0.7386
0.4465	3.2655	578	0.5534	0.3171	0.5534	0.7439
0.4465	3.2768	580	0.5653	0.4507	0.5653	0.7519
0.4465	3.2881	582	0.5725	0.4507	0.5725	0.7566
0.4465	3.2994	584	0.5731	0.4507	0.5731	0.7571
0.4465	3.3107	586	0.5839	0.4507	0.5839	0.7641
0.4465	3.3220	588	0.5812	0.3171	0.5812	0.7624
0.4465	3.3333	590	0.5637	0.4507	0.5637	0.7508
0.4465	3.3446	592	0.5454	0.4507	0.5454	0.7385
0.4465	3.3559	594	0.5324	0.4507	0.5324	0.7296
0.4465	3.3672	596	0.5263	0.4400	0.5263	0.7254
0.4465	3.3785	598	0.5257	0.4522	0.5257	0.7250
0.4465	3.3898	600	0.5214	0.5032	0.5214	0.7220
0.4465	3.4011	602	0.5204	0.5078	0.5204	0.7214
0.4465	3.4124	604	0.5161	0.5078	0.5161	0.7184
0.4465	3.4237	606	0.5124	0.5032	0.5124	0.7158
0.4465	3.4350	608	0.5136	0.4400	0.5136	0.7166
0.4465	3.4463	610	0.5164	0.4400	0.5164	0.7186
0.4465	3.4576	612	0.5196	0.4400	0.5196	0.7209
0.4465	3.4689	614	0.5222	0.4400	0.5222	0.7226
0.4465	3.4802	616	0.5086	0.4400	0.5086	0.7132
0.4465	3.4915	618	0.5053	0.4400	0.5053	0.7108
0.4465	3.5028	620	0.5121	0.4400	0.5121	0.7156
0.4465	3.5141	622	0.5119	0.4400	0.5119	0.7155
0.4465	3.5254	624	0.5073	0.4400	0.5073	0.7122
0.4465	3.5367	626	0.5073	0.4400	0.5073	0.7123
0.4465	3.5480	628	0.5042	0.4400	0.5042	0.7101
0.4465	3.5593	630	0.4885	0.4400	0.4885	0.6989
0.4465	3.5706	632	0.4743	0.4400	0.4743	0.6887
0.4465	3.5819	634	0.4654	0.5032	0.4654	0.6822
0.4465	3.5932	636	0.4936	0.5078	0.4936	0.7026
0.4465	3.6045	638	0.5285	0.4368	0.5285	0.7270
0.4465	3.6158	640	0.5326	0.4720	0.5326	0.7298
0.4465	3.6271	642	0.5139	0.5078	0.5139	0.7169
0.4465	3.6384	644	0.5008	0.5078	0.5008	0.7076
0.4465	3.6497	646	0.4767	0.5444	0.4767	0.6905
0.4465	3.6610	648	0.4853	0.6067	0.4853	0.6967
0.4465	3.6723	650	0.4875	0.4385	0.4875	0.6982
0.4465	3.6836	652	0.4763	0.5954	0.4763	0.6902
0.4465	3.6949	654	0.4780	0.5444	0.4780	0.6914
0.4465	3.7062	656	0.5243	0.4720	0.5243	0.7241
0.4465	3.7175	658	0.6392	0.5008	0.6392	0.7995
0.4465	3.7288	660	0.7302	0.4717	0.7302	0.8545
0.4465	3.7401	662	0.7064	0.5008	0.7064	0.8405
0.4465	3.7514	664	0.6051	0.4146	0.6051	0.7779
0.4465	3.7627	666	0.5215	0.5078	0.5215	0.7221
0.4465	3.7740	668	0.5084	0.5444	0.5084	0.7130
0.4465	3.7853	670	0.5046	0.4809	0.5046	0.7103
0.4465	3.7966	672	0.5143	0.3318	0.5143	0.7171
0.4465	3.8079	674	0.5317	0.3318	0.5317	0.7291
0.4465	3.8192	676	0.5368	0.3318	0.5368	0.7327
0.4465	3.8305	678	0.5248	0.3318	0.5248	0.7244
0.4465	3.8418	680	0.5111	0.3318	0.5111	0.7149
0.4465	3.8531	682	0.4964	0.4400	0.4964	0.7046
0.4465	3.8644	684	0.4899	0.4400	0.4899	0.7000
0.4465	3.8757	686	0.4790	0.4809	0.4790	0.6921
0.4465	3.8870	688	0.4711	0.4809	0.4711	0.6863
0.4465	3.8983	690	0.4635	0.4809	0.4635	0.6808
0.4465	3.9096	692	0.4546	0.4809	0.4546	0.6743
0.4465	3.9209	694	0.4507	0.4809	0.4507	0.6713
0.4465	3.9322	696	0.4506	0.4809	0.4506	0.6712
0.4465	3.9435	698	0.4437	0.4809	0.4437	0.6661
0.4465	3.9548	700	0.4325	0.4923	0.4325	0.6576
0.4465	3.9661	702	0.4276	0.4923	0.4276	0.6539
0.4465	3.9774	704	0.4232	0.5435	0.4232	0.6506
0.4465	3.9887	706	0.4169	0.5435	0.4169	0.6457
0.4465	4.0	708	0.4177	0.5435	0.4177	0.6463
0.4465	4.0113	710	0.4155	0.5435	0.4155	0.6446
0.4465	4.0226	712	0.4193	0.5846	0.4193	0.6475
0.4465	4.0339	714	0.4242	0.5846	0.4242	0.6513
0.4465	4.0452	716	0.4304	0.5846	0.4304	0.6560
0.4465	4.0565	718	0.4430	0.5435	0.4430	0.6656
0.4465	4.0678	720	0.4544	0.4539	0.4544	0.6741
0.4465	4.0791	722	0.4633	0.3875	0.4633	0.6807
0.4465	4.0904	724	0.4923	0.4371	0.4923	0.7016
0.4465	4.1017	726	0.5318	0.5009	0.5318	0.7292
0.4465	4.1130	728	0.5512	0.5009	0.5512	0.7424
0.4465	4.1243	730	0.5320	0.5685	0.5320	0.7294
0.4465	4.1356	732	0.4736	0.4787	0.4736	0.6882
0.4465	4.1469	734	0.4361	0.5444	0.4361	0.6604
0.4465	4.1582	736	0.4319	0.5817	0.4319	0.6572
0.4465	4.1695	738	0.4345	0.5352	0.4345	0.6591
0.4465	4.1808	740	0.4339	0.5352	0.4339	0.6587
0.4465	4.1921	742	0.4326	0.5352	0.4326	0.6577
0.4465	4.2034	744	0.4257	0.5352	0.4257	0.6525
0.4465	4.2147	746	0.4146	0.5352	0.4146	0.6439
0.4465	4.2260	748	0.4106	0.5846	0.4106	0.6408
0.4465	4.2373	750	0.4131	0.5333	0.4131	0.6427
0.4465	4.2486	752	0.4331	0.4273	0.4331	0.6581
0.4465	4.2599	754	0.4519	0.3724	0.4519	0.6722
0.4465	4.2712	756	0.4581	0.3724	0.4581	0.6768
0.4465	4.2825	758	0.4506	0.3724	0.4506	0.6712
0.4465	4.2938	760	0.4264	0.4809	0.4264	0.6530
0.4465	4.3051	762	0.4173	0.4809	0.4173	0.6460
0.4465	4.3164	764	0.4213	0.5846	0.4213	0.6491
0.4465	4.3277	766	0.4285	0.5817	0.4285	0.6546
0.4465	4.3390	768	0.4374	0.5444	0.4374	0.6614
0.4465	4.3503	770	0.4381	0.5817	0.4381	0.6619
0.4465	4.3616	772	0.4393	0.4809	0.4393	0.6628
0.4465	4.3729	774	0.4553	0.4277	0.4553	0.6747
0.4465	4.3842	776	0.4714	0.5097	0.4714	0.6866
0.4465	4.3955	778	0.4878	0.4615	0.4878	0.6984
0.4465	4.4068	780	0.4745	0.5045	0.4745	0.6888
0.4465	4.4181	782	0.4537	0.4809	0.4537	0.6736
0.4465	4.4294	784	0.4555	0.5817	0.4555	0.6749
0.4465	4.4407	786	0.4618	0.5817	0.4618	0.6795
0.4465	4.4520	788	0.4654	0.5817	0.4654	0.6822
0.4465	4.4633	790	0.4626	0.5817	0.4626	0.6802
0.4465	4.4746	792	0.4606	0.5817	0.4606	0.6786
0.4465	4.4859	794	0.4575	0.5817	0.4575	0.6764
0.4465	4.4972	796	0.4481	0.5817	0.4481	0.6694
0.4465	4.5085	798	0.4386	0.5846	0.4386	0.6623
0.4465	4.5198	800	0.4293	0.5846	0.4293	0.6552
0.4465	4.5311	802	0.4270	0.6119	0.4270	0.6534
0.4465	4.5424	804	0.4202	0.6585	0.4202	0.6482
0.4465	4.5537	806	0.4094	0.5435	0.4094	0.6399
0.4465	4.5650	808	0.4107	0.5078	0.4107	0.6409
0.4465	4.5763	810	0.4302	0.4787	0.4302	0.6559
0.4465	4.5876	812	0.4490	0.4464	0.4490	0.6700
0.4465	4.5989	814	0.4337	0.5116	0.4337	0.6585
0.4465	4.6102	816	0.4214	0.5078	0.4214	0.6491
0.4465	4.6215	818	0.4220	0.6197	0.4220	0.6496
0.4465	4.6328	820	0.4430	0.5643	0.4430	0.6656
0.4465	4.6441	822	0.4525	0.5643	0.4525	0.6727
0.4465	4.6554	824	0.4370	0.4809	0.4370	0.6611
0.4465	4.6667	826	0.4345	0.5435	0.4345	0.6592
0.4465	4.6780	828	0.4599	0.5078	0.4599	0.6781
0.4465	4.6893	830	0.5018	0.4878	0.5018	0.7084
0.4465	4.7006	832	0.5327	0.3801	0.5327	0.7299
0.4465	4.7119	834	0.5238	0.4878	0.5238	0.7237
0.4465	4.7232	836	0.4892	0.4787	0.4892	0.6994
0.4465	4.7345	838	0.4575	0.5078	0.4575	0.6764
0.4465	4.7458	840	0.4412	0.5333	0.4412	0.6642
0.4465	4.7571	842	0.4387	0.5333	0.4387	0.6623
0.4465	4.7684	844	0.4451	0.4923	0.4451	0.6671
0.4465	4.7797	846	0.4556	0.5078	0.4556	0.6750
0.4465	4.7910	848	0.4629	0.5451	0.4629	0.6804
0.4465	4.8023	850	0.4644	0.5451	0.4644	0.6815
0.4465	4.8136	852	0.4587	0.5451	0.4587	0.6773
0.4465	4.8249	854	0.4489	0.5444	0.4489	0.6700
0.4465	4.8362	856	0.4407	0.5817	0.4407	0.6639
0.4465	4.8475	858	0.4356	0.5444	0.4356	0.6600
0.4465	4.8588	860	0.4302	0.5444	0.4302	0.6559
0.4465	4.8701	862	0.4324	0.5078	0.4324	0.6575
0.4465	4.8814	864	0.4336	0.5078	0.4336	0.6585
0.4465	4.8927	866	0.4303	0.5078	0.4303	0.6559
0.4465	4.9040	868	0.4198	0.5435	0.4198	0.6479
0.4465	4.9153	870	0.4153	0.5333	0.4153	0.6444
0.4465	4.9266	872	0.4148	0.4809	0.4148	0.6440
0.4465	4.9379	874	0.4149	0.4809	0.4149	0.6441
0.4465	4.9492	876	0.4143	0.4923	0.4143	0.6437
0.4465	4.9605	878	0.4148	0.4522	0.4148	0.6441
0.4465	4.9718	880	0.4272	0.5078	0.4272	0.6536
0.4465	4.9831	882	0.4346	0.5078	0.4346	0.6592
0.4465	4.9944	884	0.4235	0.5032	0.4235	0.6507
0.4465	5.0056	886	0.4137	0.4522	0.4137	0.6432
0.4465	5.0169	888	0.4144	0.4522	0.4144	0.6437
0.4465	5.0282	890	0.4212	0.4809	0.4212	0.6490
0.4465	5.0395	892	0.4605	0.4809	0.4605	0.6786
0.4465	5.0508	894	0.5217	0.4637	0.5217	0.7223
0.4465	5.0621	896	0.5529	0.5385	0.5529	0.7436
0.4465	5.0734	898	0.5380	0.6223	0.5380	0.7335
0.4465	5.0847	900	0.4932	0.5191	0.4932	0.7022
0.4465	5.0960	902	0.4437	0.4000	0.4437	0.6661
0.4465	5.1073	904	0.4378	0.5078	0.4378	0.6617
0.4465	5.1186	906	0.4569	0.4720	0.4569	0.6759
0.4465	5.1299	908	0.4633	0.4720	0.4633	0.6807
0.4465	5.1412	910	0.4561	0.4720	0.4561	0.6754
0.4465	5.1525	912	0.4475	0.5078	0.4475	0.6690
0.4465	5.1638	914	0.4412	0.5032	0.4412	0.6643
0.4465	5.1751	916	0.4352	0.4522	0.4352	0.6597
0.4465	5.1864	918	0.4393	0.4000	0.4393	0.6628
0.4465	5.1977	920	0.4478	0.4809	0.4478	0.6692
0.4465	5.2090	922	0.4646	0.4809	0.4646	0.6816
0.4465	5.2203	924	0.4759	0.3724	0.4759	0.6899
0.4465	5.2316	926	0.4705	0.4273	0.4705	0.6859
0.4465	5.2429	928	0.4630	0.4809	0.4630	0.6804
0.4465	5.2542	930	0.4481	0.4000	0.4481	0.6694
0.4465	5.2655	932	0.4348	0.4000	0.4348	0.6594
0.4465	5.2768	934	0.4343	0.4143	0.4343	0.6590
0.4465	5.2881	936	0.4362	0.5078	0.4362	0.6604
0.4465	5.2994	938	0.4328	0.5078	0.4328	0.6579
0.4465	5.3107	940	0.4335	0.4143	0.4335	0.6584
0.4465	5.3220	942	0.4330	0.4143	0.4330	0.6580
0.4465	5.3333	944	0.4423	0.4000	0.4423	0.6651
0.4465	5.3446	946	0.4562	0.3467	0.4562	0.6754
0.4465	5.3559	948	0.4675	0.4772	0.4675	0.6838
0.4465	5.3672	950	0.4723	0.4772	0.4723	0.6873
0.4465	5.3785	952	0.4630	0.3865	0.4630	0.6804
0.4465	5.3898	954	0.4609	0.3865	0.4609	0.6789
0.4465	5.4011	956	0.4560	0.4273	0.4560	0.6753
0.4465	5.4124	958	0.4533	0.4273	0.4533	0.6733
0.4465	5.4237	960	0.4580	0.3724	0.4580	0.6768
0.4465	5.4350	962	0.4630	0.4661	0.4630	0.6805
0.4465	5.4463	964	0.4549	0.3724	0.4549	0.6744
0.4465	5.4576	966	0.4473	0.4809	0.4473	0.6688
0.4465	5.4689	968	0.4392	0.4000	0.4392	0.6627
0.4465	5.4802	970	0.4369	0.4000	0.4369	0.6610
0.4465	5.4915	972	0.4415	0.5643	0.4415	0.6644
0.4465	5.5028	974	0.4484	0.5643	0.4484	0.6696
0.4465	5.5141	976	0.4552	0.5549	0.4552	0.6747
0.4465	5.5254	978	0.4459	0.5549	0.4459	0.6678
0.4465	5.5367	980	0.4409	0.5549	0.4409	0.6640
0.4465	5.5480	982	0.4362	0.5549	0.4362	0.6604
0.4465	5.5593	984	0.4487	0.6223	0.4487	0.6699
0.4465	5.5706	986	0.4567	0.6223	0.4567	0.6758
0.4465	5.5819	988	0.4720	0.6223	0.4720	0.6871
0.4465	5.5932	990	0.4785	0.6223	0.4785	0.6917
0.4465	5.6045	992	0.4618	0.6223	0.4618	0.6796
0.4465	5.6158	994	0.4421	0.6223	0.4421	0.6649
0.4465	5.6271	996	0.4203	0.5257	0.4203	0.6483
0.4465	5.6384	998	0.4075	0.4000	0.4075	0.6384
0.0988	5.6497	1000	0.4072	0.5032	0.4072	0.6381
0.0988	5.6610	1002	0.4134	0.5032	0.4134	0.6430
0.0988	5.6723	1004	0.4162	0.4000	0.4162	0.6451
0.0988	5.6836	1006	0.4251	0.4400	0.4251	0.6520
0.0988	5.6949	1008	0.4464	0.4809	0.4464	0.6681
0.0988	5.7062	1010	0.4608	0.4809	0.4608	0.6788
0.0988	5.7175	1012	0.4527	0.4809	0.4527	0.6728
0.0988	5.7288	1014	0.4442	0.4809	0.4442	0.6665
0.0988	5.7401	1016	0.4272	0.4809	0.4272	0.6536
0.0988	5.7514	1018	0.4207	0.4809	0.4207	0.6486
0.0988	5.7627	1020	0.4200	0.4809	0.4200	0.6481
0.0988	5.7740	1022	0.4201	0.4809	0.4201	0.6482
0.0988	5.7853	1024	0.4270	0.4809	0.4270	0.6535
0.0988	5.7966	1026	0.4248	0.4809	0.4248	0.6517
0.0988	5.8079	1028	0.4215	0.4400	0.4215	0.6493
0.0988	5.8192	1030	0.4191	0.4000	0.4191	0.6474
0.0988	5.8305	1032	0.4183	0.4000	0.4183	0.6468
0.0988	5.8418	1034	0.4176	0.4000	0.4176	0.6462
0.0988	5.8531	1036	0.4163	0.4522	0.4163	0.6452
0.0988	5.8644	1038	0.4198	0.5032	0.4198	0.6479
0.0988	5.8757	1040	0.4130	0.5032	0.4130	0.6426
0.0988	5.8870	1042	0.4004	0.5032	0.4004	0.6327
0.0988	5.8983	1044	0.3932	0.5032	0.3932	0.6271
0.0988	5.9096	1046	0.3894	0.5032	0.3894	0.6240
0.0988	5.9209	1048	0.3884	0.5032	0.3884	0.6232
0.0988	5.9322	1050	0.3863	0.5032	0.3863	0.6216
0.0988	5.9435	1052	0.3857	0.5032	0.3857	0.6211
0.0988	5.9548	1054	0.3898	0.5032	0.3898	0.6243
0.0988	5.9661	1056	0.4028	0.4638	0.4028	0.6346
0.0988	5.9774	1058	0.4120	0.6021	0.4120	0.6419
0.0988	5.9887	1060	0.4150	0.4638	0.4150	0.6442
0.0988	6.0	1062	0.4138	0.4638	0.4138	0.6433
0.0988	6.0113	1064	0.4167	0.5032	0.4167	0.6455
0.0988	6.0226	1066	0.4215	0.5032	0.4215	0.6493
0.0988	6.0339	1068	0.4199	0.5032	0.4199	0.6480
0.0988	6.0452	1070	0.4087	0.5435	0.4087	0.6393
0.0988	6.0565	1072	0.4040	0.5435	0.4040	0.6356
0.0988	6.0678	1074	0.4025	0.5435	0.4025	0.6345
0.0988	6.0791	1076	0.4052	0.5032	0.4052	0.6365
0.0988	6.0904	1078	0.4130	0.4638	0.4130	0.6427
0.0988	6.1017	1080	0.4106	0.5032	0.4106	0.6408
0.0988	6.1130	1082	0.4025	0.5032	0.4025	0.6345
0.0988	6.1243	1084	0.4060	0.4394	0.4060	0.6372
0.0988	6.1356	1086	0.4146	0.4772	0.4146	0.6439
0.0988	6.1469	1088	0.4210	0.5549	0.4210	0.6489
0.0988	6.1582	1090	0.4217	0.5549	0.4217	0.6494
0.0988	6.1695	1092	0.4187	0.5191	0.4187	0.6470
0.0988	6.1808	1094	0.4188	0.5191	0.4188	0.6471
0.0988	6.1921	1096	0.4227	0.5191	0.4227	0.6501
0.0988	6.2034	1098	0.4365	0.5549	0.4365	0.6607
0.0988	6.2147	1100	0.4416	0.5549	0.4416	0.6646
0.0988	6.2260	1102	0.4518	0.5549	0.4518	0.6722
0.0988	6.2373	1104	0.4672	0.6223	0.4672	0.6835
0.0988	6.2486	1106	0.4855	0.6223	0.4855	0.6968
0.0988	6.2599	1108	0.4981	0.6223	0.4981	0.7058
0.0988	6.2712	1110	0.4790	0.6223	0.4790	0.6921
0.0988	6.2825	1112	0.4700	0.6223	0.4700	0.6855
0.0988	6.2938	1114	0.4627	0.6223	0.4627	0.6802
0.0988	6.3051	1116	0.4449	0.5549	0.4449	0.6670
0.0988	6.3164	1118	0.4193	0.5191	0.4193	0.6475
0.0988	6.3277	1120	0.4126	0.5032	0.4126	0.6423
0.0988	6.3390	1122	0.4204	0.4638	0.4204	0.6483
0.0988	6.3503	1124	0.4229	0.4638	0.4229	0.6503
0.0988	6.3616	1126	0.4183	0.4638	0.4183	0.6468
0.0988	6.3729	1128	0.4118	0.5032	0.4118	0.6417
0.0988	6.3842	1130	0.4093	0.5846	0.4093	0.6397
0.0988	6.3955	1132	0.4108	0.4772	0.4108	0.6409
0.0988	6.4068	1134	0.4229	0.4772	0.4229	0.6503
0.0988	6.4181	1136	0.4364	0.5549	0.4364	0.6606
0.0988	6.4294	1138	0.4395	0.5549	0.4395	0.6629
0.0988	6.4407	1140	0.4319	0.5549	0.4319	0.6572
0.0988	6.4520	1142	0.4098	0.4772	0.4098	0.6401
0.0988	6.4633	1144	0.3963	0.5732	0.3963	0.6296
0.0988	6.4746	1146	0.4031	0.5257	0.4031	0.6349
0.0988	6.4859	1148	0.4073	0.4772	0.4073	0.6382
0.0988	6.4972	1150	0.4056	0.5846	0.4056	0.6368
0.0988	6.5085	1152	0.4071	0.5846	0.4071	0.6381
0.0988	6.5198	1154	0.4098	0.5846	0.4098	0.6402
0.0988	6.5311	1156	0.4136	0.5846	0.4136	0.6431
0.0988	6.5424	1158	0.4193	0.5333	0.4193	0.6476
0.0988	6.5537	1160	0.4220	0.5333	0.4220	0.6496
0.0988	6.5650	1162	0.4244	0.5333	0.4244	0.6515
0.0988	6.5763	1164	0.4271	0.5333	0.4271	0.6535
0.0988	6.5876	1166	0.4305	0.4809	0.4305	0.6561
0.0988	6.5989	1168	0.4423	0.4772	0.4423	0.6651
0.0988	6.6102	1170	0.4541	0.4772	0.4541	0.6738
0.0988	6.6215	1172	0.4646	0.5549	0.4646	0.6816
0.0988	6.6328	1174	0.4707	0.5549	0.4707	0.6861
0.0988	6.6441	1176	0.4864	0.5549	0.4864	0.6974
0.0988	6.6554	1178	0.4977	0.5097	0.4977	0.7055
0.0988	6.6667	1180	0.4977	0.5097	0.4977	0.7055
0.0988	6.6780	1182	0.5003	0.5097	0.5003	0.7073
0.0988	6.6893	1184	0.4962	0.5097	0.4962	0.7044
0.0988	6.7006	1186	0.4928	0.4273	0.4928	0.7020
0.0988	6.7119	1188	0.4880	0.4809	0.4880	0.6986
0.0988	6.7232	1190	0.4853	0.4809	0.4853	0.6966
0.0988	6.7345	1192	0.4861	0.4923	0.4861	0.6972
0.0988	6.7458	1194	0.4865	0.4522	0.4865	0.6975
0.0988	6.7571	1196	0.4847	0.4809	0.4847	0.6962
0.0988	6.7684	1198	0.4815	0.4809	0.4815	0.6939
0.0988	6.7797	1200	0.4804	0.4809	0.4804	0.6931
0.0988	6.7910	1202	0.4865	0.4273	0.4865	0.6975
0.0988	6.8023	1204	0.4966	0.4273	0.4966	0.7047
0.0988	6.8136	1206	0.5046	0.4273	0.5046	0.7103
0.0988	6.8249	1208	0.5042	0.4273	0.5042	0.7100
0.0988	6.8362	1210	0.4981	0.4273	0.4981	0.7058
0.0988	6.8475	1212	0.4902	0.4273	0.4902	0.7002
0.0988	6.8588	1214	0.4776	0.4273	0.4776	0.6911
0.0988	6.8701	1216	0.4665	0.4273	0.4665	0.6830
0.0988	6.8814	1218	0.4604	0.4809	0.4604	0.6786
0.0988	6.8927	1220	0.4583	0.4809	0.4583	0.6770
0.0988	6.9040	1222	0.4558	0.4809	0.4558	0.6752
0.0988	6.9153	1224	0.4541	0.5333	0.4541	0.6739
0.0988	6.9266	1226	0.4545	0.5352	0.4545	0.6742
0.0988	6.9379	1228	0.4543	0.5352	0.4543	0.6740
0.0988	6.9492	1230	0.4504	0.5444	0.4504	0.6711
0.0988	6.9605	1232	0.4414	0.5817	0.4414	0.6644
0.0988	6.9718	1234	0.4309	0.5352	0.4309	0.6564
0.0988	6.9831	1236	0.4261	0.5333	0.4261	0.6528
0.0988	6.9944	1238	0.4287	0.4273	0.4287	0.6548
0.0988	7.0056	1240	0.4327	0.4277	0.4327	0.6578
0.0988	7.0169	1242	0.4294	0.4273	0.4294	0.6553
0.0988	7.0282	1244	0.4292	0.4273	0.4292	0.6551
0.0988	7.0395	1246	0.4300	0.4273	0.4300	0.6558
0.0988	7.0508	1248	0.4307	0.4273	0.4307	0.6563
0.0988	7.0621	1250	0.4335	0.4273	0.4335	0.6584
0.0988	7.0734	1252	0.4405	0.4273	0.4405	0.6637
0.0988	7.0847	1254	0.4501	0.4273	0.4501	0.6709
0.0988	7.0960	1256	0.4569	0.4273	0.4569	0.6759
0.0988	7.1073	1258	0.4653	0.4273	0.4653	0.6821
0.0988	7.1186	1260	0.4700	0.4277	0.4700	0.6856
0.0988	7.1299	1262	0.4704	0.4277	0.4704	0.6859
0.0988	7.1412	1264	0.4605	0.4273	0.4605	0.6786
0.0988	7.1525	1266	0.4483	0.4273	0.4483	0.6696
0.0988	7.1638	1268	0.4398	0.4273	0.4398	0.6632
0.0988	7.1751	1270	0.4391	0.4273	0.4391	0.6626
0.0988	7.1864	1272	0.4416	0.4273	0.4416	0.6645
0.0988	7.1977	1274	0.4437	0.4273	0.4437	0.6661
0.0988	7.2090	1276	0.4491	0.4277	0.4491	0.6701
0.0988	7.2203	1278	0.4594	0.5097	0.4594	0.6778
0.0988	7.2316	1280	0.4715	0.5097	0.4715	0.6866
0.0988	7.2429	1282	0.4764	0.5097	0.4764	0.6902
0.0988	7.2542	1284	0.4765	0.5097	0.4765	0.6903
0.0988	7.2655	1286	0.4666	0.5097	0.4666	0.6831
0.0988	7.2768	1288	0.4527	0.4772	0.4527	0.6728
0.0988	7.2881	1290	0.4452	0.5333	0.4452	0.6672
0.0988	7.2994	1292	0.4436	0.5333	0.4436	0.6661
0.0988	7.3107	1294	0.4444	0.5333	0.4444	0.6666
0.0988	7.3220	1296	0.4455	0.5333	0.4455	0.6675
0.0988	7.3333	1298	0.4487	0.4809	0.4487	0.6699
0.0988	7.3446	1300	0.4534	0.4273	0.4534	0.6734
0.0988	7.3559	1302	0.4618	0.4273	0.4618	0.6796
0.0988	7.3672	1304	0.4752	0.5097	0.4752	0.6893
0.0988	7.3785	1306	0.4858	0.5097	0.4858	0.6970
0.0988	7.3898	1308	0.4921	0.5097	0.4921	0.7015
0.0988	7.4011	1310	0.4869	0.5097	0.4869	0.6977
0.0988	7.4124	1312	0.4757	0.5097	0.4757	0.6897
0.0988	7.4237	1314	0.4695	0.5097	0.4695	0.6852
0.0988	7.4350	1316	0.4613	0.5097	0.4613	0.6792
0.0988	7.4463	1318	0.4576	0.5097	0.4576	0.6765
0.0988	7.4576	1320	0.4512	0.5097	0.4512	0.6717
0.0988	7.4689	1322	0.4470	0.5097	0.4470	0.6686
0.0988	7.4802	1324	0.4455	0.5097	0.4455	0.6674
0.0988	7.4915	1326	0.4449	0.5097	0.4449	0.6670
0.0988	7.5028	1328	0.4458	0.5097	0.4458	0.6676
0.0988	7.5141	1330	0.4463	0.5097	0.4463	0.6680
0.0988	7.5254	1332	0.4449	0.5097	0.4449	0.6670
0.0988	7.5367	1334	0.4435	0.5097	0.4435	0.6660
0.0988	7.5480	1336	0.4435	0.5097	0.4435	0.6660
0.0988	7.5593	1338	0.4426	0.5097	0.4426	0.6653
0.0988	7.5706	1340	0.4399	0.5097	0.4399	0.6633
0.0988	7.5819	1342	0.4408	0.5097	0.4408	0.6639
0.0988	7.5932	1344	0.4404	0.5097	0.4404	0.6637
0.0988	7.6045	1346	0.4381	0.4277	0.4381	0.6619
0.0988	7.6158	1348	0.4355	0.4277	0.4355	0.6599
0.0988	7.6271	1350	0.4316	0.4277	0.4316	0.6570
0.0988	7.6384	1352	0.4317	0.4277	0.4317	0.6571
0.0988	7.6497	1354	0.4393	0.4277	0.4393	0.6628
0.0988	7.6610	1356	0.4461	0.4277	0.4461	0.6679
0.0988	7.6723	1358	0.4399	0.4277	0.4399	0.6632
0.0988	7.6836	1360	0.4282	0.4277	0.4282	0.6544
0.0988	7.6949	1362	0.4170	0.4809	0.4170	0.6458
0.0988	7.7062	1364	0.4102	0.5846	0.4102	0.6405
0.0988	7.7175	1366	0.4086	0.5846	0.4086	0.6392
0.0988	7.7288	1368	0.4114	0.5846	0.4114	0.6414
0.0988	7.7401	1370	0.4134	0.5846	0.4134	0.6429
0.0988	7.7514	1372	0.4170	0.5846	0.4170	0.6458
0.0988	7.7627	1374	0.4199	0.4809	0.4199	0.6480
0.0988	7.7740	1376	0.4246	0.4772	0.4246	0.6516
0.0988	7.7853	1378	0.4277	0.4772	0.4277	0.6540
0.0988	7.7966	1380	0.4294	0.4772	0.4294	0.6553
0.0988	7.8079	1382	0.4277	0.4809	0.4277	0.6540
0.0988	7.8192	1384	0.4280	0.5333	0.4280	0.6542
0.0988	7.8305	1386	0.4298	0.5846	0.4298	0.6556
0.0988	7.8418	1388	0.4323	0.5333	0.4323	0.6575
0.0988	7.8531	1390	0.4359	0.5333	0.4359	0.6603
0.0988	7.8644	1392	0.4397	0.5333	0.4397	0.6631
0.0988	7.8757	1394	0.4422	0.4809	0.4422	0.6650
0.0988	7.8870	1396	0.4445	0.4809	0.4445	0.6667
0.0988	7.8983	1398	0.4468	0.4809	0.4468	0.6684
0.0988	7.9096	1400	0.4511	0.4809	0.4511	0.6716
0.0988	7.9209	1402	0.4541	0.4809	0.4541	0.6739
0.0988	7.9322	1404	0.4571	0.4809	0.4571	0.6761
0.0988	7.9435	1406	0.4594	0.4809	0.4594	0.6778
0.0988	7.9548	1408	0.4587	0.4809	0.4587	0.6773
0.0988	7.9661	1410	0.4563	0.4809	0.4563	0.6755
0.0988	7.9774	1412	0.4531	0.5333	0.4531	0.6731
0.0988	7.9887	1414	0.4517	0.5333	0.4517	0.6721
0.0988	8.0	1416	0.4526	0.5846	0.4526	0.6727
0.0988	8.0113	1418	0.4544	0.5846	0.4544	0.6741
0.0988	8.0226	1420	0.4547	0.5846	0.4547	0.6743
0.0988	8.0339	1422	0.4542	0.5846	0.4542	0.6739
0.0988	8.0452	1424	0.4578	0.5032	0.4578	0.6766
0.0988	8.0565	1426	0.4637	0.5032	0.4637	0.6809
0.0988	8.0678	1428	0.4652	0.5032	0.4652	0.6821
0.0988	8.0791	1430	0.4604	0.5032	0.4604	0.6785
0.0988	8.0904	1432	0.4545	0.5435	0.4545	0.6742
0.0988	8.1017	1434	0.4513	0.5846	0.4513	0.6718
0.0988	8.1130	1436	0.4475	0.5846	0.4475	0.6689
0.0988	8.1243	1438	0.4451	0.5846	0.4451	0.6671
0.0988	8.1356	1440	0.4460	0.5846	0.4460	0.6679
0.0988	8.1469	1442	0.4475	0.5846	0.4475	0.6689
0.0988	8.1582	1444	0.4498	0.5846	0.4498	0.6707
0.0988	8.1695	1446	0.4527	0.5846	0.4527	0.6729
0.0988	8.1808	1448	0.4564	0.5846	0.4564	0.6756
0.0988	8.1921	1450	0.4581	0.5846	0.4581	0.6768
0.0988	8.2034	1452	0.4585	0.5846	0.4585	0.6771
0.0988	8.2147	1454	0.4596	0.5846	0.4596	0.6779
0.0988	8.2260	1456	0.4606	0.5846	0.4606	0.6787
0.0988	8.2373	1458	0.4621	0.4809	0.4621	0.6798
0.0988	8.2486	1460	0.4619	0.4809	0.4619	0.6796
0.0988	8.2599	1462	0.4609	0.4809	0.4609	0.6789
0.0988	8.2712	1464	0.4593	0.4809	0.4593	0.6777
0.0988	8.2825	1466	0.4572	0.5333	0.4572	0.6762
0.0988	8.2938	1468	0.4564	0.5846	0.4564	0.6756
0.0988	8.3051	1470	0.4567	0.4809	0.4567	0.6758
0.0988	8.3164	1472	0.4565	0.4809	0.4565	0.6756
0.0988	8.3277	1474	0.4571	0.4809	0.4571	0.6761
0.0988	8.3390	1476	0.4572	0.4809	0.4572	0.6762
0.0988	8.3503	1478	0.4562	0.4809	0.4562	0.6754
0.0988	8.3616	1480	0.4539	0.4809	0.4539	0.6737
0.0988	8.3729	1482	0.4503	0.4809	0.4503	0.6710
0.0988	8.3842	1484	0.4476	0.4809	0.4476	0.6690
0.0988	8.3955	1486	0.4464	0.4809	0.4464	0.6682
0.0988	8.4068	1488	0.4456	0.4809	0.4456	0.6675
0.0988	8.4181	1490	0.4445	0.4809	0.4445	0.6667
0.0988	8.4294	1492	0.4429	0.4809	0.4429	0.6655
0.0988	8.4407	1494	0.4428	0.4809	0.4428	0.6654
0.0988	8.4520	1496	0.4417	0.4809	0.4417	0.6646
0.0988	8.4633	1498	0.4423	0.4809	0.4423	0.6650
0.0574	8.4746	1500	0.4422	0.4809	0.4422	0.6650
0.0574	8.4859	1502	0.4432	0.4273	0.4432	0.6657
0.0574	8.4972	1504	0.4445	0.4273	0.4445	0.6667
0.0574	8.5085	1506	0.4435	0.4273	0.4435	0.6660
0.0574	8.5198	1508	0.4439	0.4273	0.4439	0.6663
0.0574	8.5311	1510	0.4453	0.4273	0.4453	0.6673
0.0574	8.5424	1512	0.4468	0.4273	0.4468	0.6685
0.0574	8.5537	1514	0.4473	0.4809	0.4473	0.6688
0.0574	8.5650	1516	0.4455	0.4809	0.4455	0.6674
0.0574	8.5763	1518	0.4452	0.4809	0.4452	0.6672
0.0574	8.5876	1520	0.4466	0.4809	0.4466	0.6683
0.0574	8.5989	1522	0.4493	0.4809	0.4493	0.6703
0.0574	8.6102	1524	0.4512	0.4809	0.4512	0.6717
0.0574	8.6215	1526	0.4526	0.4809	0.4526	0.6728
0.0574	8.6328	1528	0.4546	0.4809	0.4546	0.6743
0.0574	8.6441	1530	0.4557	0.4809	0.4557	0.6751
0.0574	8.6554	1532	0.4581	0.4809	0.4581	0.6768
0.0574	8.6667	1534	0.4599	0.4809	0.4599	0.6782
0.0574	8.6780	1536	0.4617	0.4809	0.4617	0.6795
0.0574	8.6893	1538	0.4632	0.4809	0.4632	0.6806
0.0574	8.7006	1540	0.4646	0.4809	0.4646	0.6816
0.0574	8.7119	1542	0.4664	0.4809	0.4664	0.6829
0.0574	8.7232	1544	0.4672	0.4809	0.4672	0.6836
0.0574	8.7345	1546	0.4662	0.4809	0.4662	0.6828
0.0574	8.7458	1548	0.4643	0.4809	0.4643	0.6814
0.0574	8.7571	1550	0.4626	0.4809	0.4626	0.6801
0.0574	8.7684	1552	0.4612	0.4809	0.4612	0.6791
0.0574	8.7797	1554	0.4593	0.4809	0.4593	0.6777
0.0574	8.7910	1556	0.4575	0.4809	0.4575	0.6764
0.0574	8.8023	1558	0.4559	0.4809	0.4559	0.6752
0.0574	8.8136	1560	0.4525	0.4809	0.4525	0.6727
0.0574	8.8249	1562	0.4512	0.4809	0.4512	0.6717
0.0574	8.8362	1564	0.4501	0.4809	0.4501	0.6709
0.0574	8.8475	1566	0.4483	0.4809	0.4483	0.6696
0.0574	8.8588	1568	0.4482	0.4809	0.4482	0.6695
0.0574	8.8701	1570	0.4480	0.4772	0.4480	0.6693
0.0574	8.8814	1572	0.4477	0.4772	0.4477	0.6691
0.0574	8.8927	1574	0.4485	0.4772	0.4485	0.6697
0.0574	8.9040	1576	0.4496	0.5549	0.4496	0.6705
0.0574	8.9153	1578	0.4471	0.4772	0.4471	0.6686
0.0574	8.9266	1580	0.4437	0.4772	0.4437	0.6661
0.0574	8.9379	1582	0.4403	0.4809	0.4403	0.6635
0.0574	8.9492	1584	0.4370	0.4809	0.4370	0.6611
0.0574	8.9605	1586	0.4367	0.4809	0.4367	0.6608
0.0574	8.9718	1588	0.4372	0.4809	0.4372	0.6612
0.0574	8.9831	1590	0.4379	0.4772	0.4379	0.6618
0.0574	8.9944	1592	0.4381	0.4772	0.4381	0.6619
0.0574	9.0056	1594	0.4379	0.5549	0.4379	0.6617
0.0574	9.0169	1596	0.4385	0.5549	0.4385	0.6622
0.0574	9.0282	1598	0.4374	0.5549	0.4374	0.6614
0.0574	9.0395	1600	0.4389	0.5549	0.4389	0.6625
0.0574	9.0508	1602	0.4441	0.5549	0.4441	0.6664
0.0574	9.0621	1604	0.4510	0.5097	0.4510	0.6715
0.0574	9.0734	1606	0.4560	0.5097	0.4560	0.6753
0.0574	9.0847	1608	0.4625	0.5097	0.4625	0.6800
0.0574	9.0960	1610	0.4676	0.5097	0.4676	0.6838
0.0574	9.1073	1612	0.4698	0.5097	0.4698	0.6855
0.0574	9.1186	1614	0.4682	0.5097	0.4682	0.6842
0.0574	9.1299	1616	0.4637	0.5097	0.4637	0.6810
0.0574	9.1412	1618	0.4590	0.5097	0.4590	0.6775
0.0574	9.1525	1620	0.4531	0.5097	0.4531	0.6731
0.0574	9.1638	1622	0.4462	0.5549	0.4462	0.6680
0.0574	9.1751	1624	0.4387	0.4772	0.4387	0.6623
0.0574	9.1864	1626	0.4325	0.4809	0.4325	0.6576
0.0574	9.1977	1628	0.4273	0.4809	0.4273	0.6537
0.0574	9.2090	1630	0.4231	0.5333	0.4231	0.6505
0.0574	9.2203	1632	0.4205	0.5333	0.4205	0.6485
0.0574	9.2316	1634	0.4184	0.5333	0.4184	0.6469
0.0574	9.2429	1636	0.4171	0.5333	0.4171	0.6458
0.0574	9.2542	1638	0.4165	0.5333	0.4165	0.6454
0.0574	9.2655	1640	0.4163	0.5333	0.4163	0.6452
0.0574	9.2768	1642	0.4165	0.5333	0.4165	0.6454
0.0574	9.2881	1644	0.4168	0.5333	0.4168	0.6456
0.0574	9.2994	1646	0.4176	0.5333	0.4176	0.6462
0.0574	9.3107	1648	0.4185	0.5333	0.4185	0.6469
0.0574	9.3220	1650	0.4194	0.5333	0.4194	0.6476
0.0574	9.3333	1652	0.4196	0.5333	0.4196	0.6477
0.0574	9.3446	1654	0.4202	0.5333	0.4202	0.6482
0.0574	9.3559	1656	0.4214	0.5333	0.4214	0.6491
0.0574	9.3672	1658	0.4228	0.5333	0.4228	0.6502
0.0574	9.3785	1660	0.4241	0.5333	0.4241	0.6512
0.0574	9.3898	1662	0.4253	0.5333	0.4253	0.6521
0.0574	9.4011	1664	0.4266	0.5333	0.4266	0.6532
0.0574	9.4124	1666	0.4279	0.5333	0.4279	0.6542
0.0574	9.4237	1668	0.4289	0.5333	0.4289	0.6549
0.0574	9.4350	1670	0.4306	0.5333	0.4306	0.6562
0.0574	9.4463	1672	0.4328	0.5333	0.4328	0.6579
0.0574	9.4576	1674	0.4349	0.4809	0.4349	0.6595
0.0574	9.4689	1676	0.4374	0.4809	0.4374	0.6614
0.0574	9.4802	1678	0.4401	0.4809	0.4401	0.6634
0.0574	9.4915	1680	0.4421	0.4809	0.4421	0.6649
0.0574	9.5028	1682	0.4434	0.4809	0.4434	0.6659
0.0574	9.5141	1684	0.4449	0.4809	0.4449	0.6670
0.0574	9.5254	1686	0.4452	0.4809	0.4452	0.6673
0.0574	9.5367	1688	0.4460	0.4809	0.4460	0.6678
0.0574	9.5480	1690	0.4466	0.4809	0.4466	0.6683
0.0574	9.5593	1692	0.4467	0.4809	0.4467	0.6683
0.0574	9.5706	1694	0.4471	0.4809	0.4471	0.6687
0.0574	9.5819	1696	0.4479	0.4809	0.4479	0.6693
0.0574	9.5932	1698	0.4487	0.4809	0.4487	0.6698
0.0574	9.6045	1700	0.4491	0.4809	0.4491	0.6702
0.0574	9.6158	1702	0.4498	0.4809	0.4498	0.6706
0.0574	9.6271	1704	0.4499	0.4809	0.4499	0.6708
0.0574	9.6384	1706	0.4493	0.4809	0.4493	0.6703
0.0574	9.6497	1708	0.4484	0.4809	0.4484	0.6696
0.0574	9.6610	1710	0.4475	0.4809	0.4475	0.6690
0.0574	9.6723	1712	0.4466	0.4809	0.4466	0.6683
0.0574	9.6836	1714	0.4460	0.4809	0.4460	0.6678
0.0574	9.6949	1716	0.4450	0.4809	0.4450	0.6671
0.0574	9.7062	1718	0.4449	0.4809	0.4449	0.6670
0.0574	9.7175	1720	0.4450	0.4809	0.4450	0.6671
0.0574	9.7288	1722	0.4443	0.4809	0.4443	0.6666
0.0574	9.7401	1724	0.4435	0.4809	0.4435	0.6659
0.0574	9.7514	1726	0.4434	0.4809	0.4434	0.6659
0.0574	9.7627	1728	0.4439	0.4809	0.4439	0.6662
0.0574	9.7740	1730	0.4448	0.4809	0.4448	0.6669
0.0574	9.7853	1732	0.4450	0.4809	0.4450	0.6671
0.0574	9.7966	1734	0.4445	0.4809	0.4445	0.6667
0.0574	9.8079	1736	0.4443	0.4809	0.4443	0.6666
0.0574	9.8192	1738	0.4437	0.4809	0.4437	0.6661
0.0574	9.8305	1740	0.4430	0.4809	0.4430	0.6656
0.0574	9.8418	1742	0.4424	0.4809	0.4424	0.6651
0.0574	9.8531	1744	0.4418	0.4809	0.4418	0.6647
0.0574	9.8644	1746	0.4413	0.4809	0.4413	0.6643
0.0574	9.8757	1748	0.4408	0.4809	0.4408	0.6640
0.0574	9.8870	1750	0.4407	0.4809	0.4407	0.6638
0.0574	9.8983	1752	0.4406	0.4809	0.4406	0.6638
0.0574	9.9096	1754	0.4403	0.4809	0.4403	0.6636
0.0574	9.9209	1756	0.4401	0.4809	0.4401	0.6634
0.0574	9.9322	1758	0.4399	0.4809	0.4399	0.6633
0.0574	9.9435	1760	0.4397	0.4809	0.4397	0.6631
0.0574	9.9548	1762	0.4395	0.4809	0.4395	0.6630
0.0574	9.9661	1764	0.4394	0.4809	0.4394	0.6629
0.0574	9.9774	1766	0.4393	0.4809	0.4393	0.6628
0.0574	9.9887	1768	0.4393	0.4809	0.4393	0.6628
0.0574	10.0	1770	0.4392	0.4809	0.4392	0.6627

Framework versions

Transformers 4.44.2
Pytorch 2.4.0+cu118
Datasets 2.21.0
Tokenizers 0.19.1

MayBashendy/Arabic_FineTuningAraBERT_AugV5_k25_task2_organization_fold0

Arabic_FineTuningAraBERT_AugV5_k25_task2_organization_fold0

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

MayBashendy/
Arabic_FineTuningAraBERT_AugV5_k25_task2_organization_fold0