Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0010	2	10.2906	0.0003	10.2906	3.2079
No log	0.0020	4	8.6864	0.0	8.6864	2.9473
No log	0.0030	6	6.9172	0.0	6.9172	2.6301
No log	0.0040	8	5.5137	0.0551	5.5137	2.3481
No log	0.0050	10	4.4506	0.0078	4.4506	2.1096
No log	0.0061	12	3.6430	0.0039	3.6430	1.9087
No log	0.0071	14	2.7821	0.0	2.7821	1.6680
No log	0.0081	16	2.1033	0.1414	2.1033	1.4503
No log	0.0091	18	1.6103	0.0463	1.6103	1.2690
No log	0.0101	20	1.3125	0.0107	1.3125	1.1456
No log	0.0111	22	0.9788	0.0107	0.9788	0.9893
No log	0.0121	24	0.8214	0.3773	0.8214	0.9063
No log	0.0131	26	0.7695	0.1388	0.7695	0.8772
No log	0.0141	28	0.7909	0.0722	0.7909	0.8893
No log	0.0151	30	0.9003	0.0327	0.9003	0.9489
No log	0.0162	32	0.9444	0.0164	0.9444	0.9718
No log	0.0172	34	0.9306	0.0164	0.9306	0.9647
No log	0.0182	36	0.7496	0.0722	0.7496	0.8658
No log	0.0192	38	0.7881	0.0430	0.7881	0.8878
No log	0.0202	40	0.7484	0.0722	0.7484	0.8651
No log	0.0212	42	0.7945	0.0430	0.7945	0.8913
No log	0.0222	44	0.8987	0.0164	0.8987	0.9480
No log	0.0232	46	0.9280	0.0164	0.9280	0.9633
No log	0.0242	48	0.8808	0.0327	0.8808	0.9385
No log	0.0252	50	0.7122	0.0984	0.7122	0.8439
No log	0.0262	52	0.7166	0.0840	0.7166	0.8465
No log	0.0273	54	0.8912	0.1229	0.8912	0.9441
No log	0.0283	56	1.2987	0.2139	1.2987	1.1396
No log	0.0293	58	1.3427	0.1844	1.3427	1.1588
No log	0.0303	60	1.0145	0.2856	1.0145	1.0072
No log	0.0313	62	0.7468	0.2170	0.7468	0.8642
No log	0.0323	64	0.7826	0.2785	0.7826	0.8846
No log	0.0333	66	0.9711	0.3090	0.9711	0.9855
No log	0.0343	68	1.2354	0.1624	1.2354	1.1115
No log	0.0353	70	1.2338	0.1906	1.2338	1.1108
No log	0.0363	72	1.0520	0.2476	1.0520	1.0257
No log	0.0374	74	1.0041	0.2733	1.0041	1.0021
No log	0.0384	76	1.0070	0.2806	1.0070	1.0035
No log	0.0394	78	1.1632	0.1798	1.1632	1.0785
No log	0.0404	80	1.2495	0.1566	1.2495	1.1178
No log	0.0414	82	1.1334	0.2180	1.1334	1.0646
No log	0.0424	84	1.1167	0.2312	1.1167	1.0567
No log	0.0434	86	1.4253	0.1544	1.4253	1.1938
No log	0.0444	88	1.7587	0.1269	1.7587	1.3261
No log	0.0454	90	1.5415	0.1453	1.5415	1.2416
No log	0.0464	92	0.8925	0.2212	0.8925	0.9447
No log	0.0475	94	0.7844	0.2905	0.7844	0.8857
No log	0.0485	96	1.0768	0.2476	1.0768	1.0377
No log	0.0495	98	1.5531	0.1484	1.5531	1.2462
No log	0.0505	100	1.5592	0.1293	1.5592	1.2487
No log	0.0515	102	1.3189	0.1528	1.3189	1.1484
No log	0.0525	104	1.0404	0.1116	1.0404	1.0200
No log	0.0535	106	1.0261	0.1650	1.0261	1.0130
No log	0.0545	108	1.1147	0.2002	1.1147	1.0558
No log	0.0555	110	1.2450	0.1816	1.2450	1.1158
No log	0.0565	112	1.0827	0.2361	1.0827	1.0405
No log	0.0575	114	0.9908	0.2586	0.9908	0.9954
No log	0.0586	116	1.1235	0.2271	1.1235	1.0599
No log	0.0596	118	1.6224	0.1216	1.6224	1.2738
No log	0.0606	120	1.8110	0.0928	1.8110	1.3458
No log	0.0616	122	1.6981	0.1307	1.6981	1.3031
No log	0.0626	124	1.1943	0.2202	1.1943	1.0928
No log	0.0636	126	1.0014	0.2296	1.0014	1.0007
No log	0.0646	128	1.1925	0.2378	1.1925	1.0920
No log	0.0656	130	1.4540	0.1657	1.4540	1.2058
No log	0.0666	132	1.4167	0.1817	1.4167	1.1902
No log	0.0676	134	0.9548	0.2478	0.9548	0.9771
No log	0.0687	136	0.7172	0.1763	0.7172	0.8469
No log	0.0697	138	0.7125	0.2445	0.7125	0.8441
No log	0.0707	140	0.9711	0.2648	0.9711	0.9854
No log	0.0717	142	1.2144	0.2662	1.2144	1.1020
No log	0.0727	144	1.0120	0.2793	1.0120	1.0060
No log	0.0737	146	0.6708	0.2779	0.6708	0.8190
No log	0.0747	148	0.6567	0.3970	0.6567	0.8103
No log	0.0757	150	0.6398	0.3765	0.6398	0.7999
No log	0.0767	152	0.6879	0.2989	0.6879	0.8294
No log	0.0777	154	0.9815	0.2928	0.9815	0.9907
No log	0.0787	156	1.0054	0.2977	1.0054	1.0027
No log	0.0798	158	0.9145	0.3305	0.9145	0.9563
No log	0.0808	160	0.8412	0.3245	0.8412	0.9172
No log	0.0818	162	0.7682	0.3421	0.7682	0.8765
No log	0.0828	164	0.7698	0.3362	0.7698	0.8774
No log	0.0838	166	0.7575	0.3437	0.7575	0.8703
No log	0.0848	168	0.7626	0.3271	0.7626	0.8733
No log	0.0858	170	0.7592	0.3392	0.7592	0.8713
No log	0.0868	172	1.0286	0.2688	1.0286	1.0142
No log	0.0878	174	1.2775	0.1972	1.2775	1.1303
No log	0.0888	176	1.1020	0.2397	1.1020	1.0497
No log	0.0899	178	0.7702	0.2852	0.7702	0.8776
No log	0.0909	180	0.7440	0.3000	0.7440	0.8625
No log	0.0919	182	0.8856	0.3136	0.8856	0.9411
No log	0.0929	184	0.9562	0.2889	0.9562	0.9778
No log	0.0939	186	0.8312	0.3137	0.8312	0.9117
No log	0.0949	188	0.8997	0.2962	0.8997	0.9485
No log	0.0959	190	0.8293	0.3220	0.8293	0.9107
No log	0.0969	192	0.7072	0.3556	0.7072	0.8409
No log	0.0979	194	0.7020	0.3489	0.7020	0.8378
No log	0.0989	196	0.7596	0.3646	0.7596	0.8716
No log	0.0999	198	0.8052	0.3543	0.8052	0.8973
No log	0.1010	200	0.9321	0.3046	0.9321	0.9655
No log	0.1020	202	0.7740	0.3522	0.7740	0.8798
No log	0.1030	204	0.7316	0.3401	0.7316	0.8553
No log	0.1040	206	0.7042	0.3111	0.7042	0.8392
No log	0.1050	208	0.6995	0.3588	0.6995	0.8364
No log	0.1060	210	0.8018	0.3625	0.8018	0.8954
No log	0.1070	212	0.8537	0.3732	0.8537	0.9240
No log	0.1080	214	0.7517	0.3936	0.7517	0.8670
No log	0.1090	216	0.7245	0.3806	0.7245	0.8512
No log	0.1100	218	0.6423	0.4234	0.6423	0.8015
No log	0.1111	220	0.6491	0.4199	0.6491	0.8057
No log	0.1121	222	0.7587	0.3793	0.7587	0.8710
No log	0.1131	224	1.0572	0.3254	1.0572	1.0282
No log	0.1141	226	0.8850	0.3611	0.8850	0.9407
No log	0.1151	228	0.7115	0.3801	0.7115	0.8435
No log	0.1161	230	0.7450	0.3816	0.7450	0.8632
No log	0.1171	232	0.8772	0.3515	0.8772	0.9366
No log	0.1181	234	0.7537	0.3639	0.7537	0.8681
No log	0.1191	236	0.8034	0.3401	0.8034	0.8963
No log	0.1201	238	0.9638	0.3412	0.9638	0.9817
No log	0.1212	240	0.8802	0.3324	0.8802	0.9382
No log	0.1222	242	0.7054	0.3589	0.7054	0.8399
No log	0.1232	244	0.7276	0.3688	0.7276	0.8530
No log	0.1242	246	1.1031	0.3091	1.1031	1.0503
No log	0.1252	248	1.3917	0.2558	1.3917	1.1797
No log	0.1262	250	1.0371	0.3376	1.0371	1.0184
No log	0.1272	252	0.7168	0.3978	0.7168	0.8466
No log	0.1282	254	0.7354	0.3983	0.7354	0.8576
No log	0.1292	256	1.0809	0.3451	1.0809	1.0397
No log	0.1302	258	1.2547	0.3156	1.2547	1.1202
No log	0.1312	260	0.8910	0.3765	0.8910	0.9439
No log	0.1323	262	0.7241	0.4103	0.7241	0.8509
No log	0.1333	264	0.7405	0.4081	0.7405	0.8605
No log	0.1343	266	0.9688	0.3410	0.9688	0.9843
No log	0.1353	268	1.2679	0.2528	1.2679	1.1260
No log	0.1363	270	1.0188	0.2745	1.0188	1.0094
No log	0.1373	272	0.7393	0.3770	0.7393	0.8598
No log	0.1383	274	0.7270	0.3429	0.7270	0.8526
No log	0.1393	276	0.8098	0.3344	0.8098	0.8999
No log	0.1403	278	1.1194	0.2493	1.1194	1.0580
No log	0.1413	280	1.0659	0.2651	1.0659	1.0324
No log	0.1424	282	0.7788	0.3357	0.7788	0.8825
No log	0.1434	284	0.7309	0.3187	0.7309	0.8549
No log	0.1444	286	0.7660	0.3340	0.7660	0.8752
No log	0.1454	288	0.7731	0.3296	0.7731	0.8792
No log	0.1464	290	0.7975	0.3412	0.7975	0.8930
No log	0.1474	292	0.8766	0.3159	0.8766	0.9363
No log	0.1484	294	0.8236	0.3359	0.8236	0.9075
No log	0.1494	296	0.8641	0.3402	0.8641	0.9296
No log	0.1504	298	0.7440	0.3221	0.7440	0.8626
No log	0.1514	300	0.7146	0.3566	0.7146	0.8453
No log	0.1524	302	0.7632	0.3708	0.7632	0.8736
No log	0.1535	304	0.7931	0.3690	0.7931	0.8905
No log	0.1545	306	0.7851	0.3655	0.7851	0.8860
No log	0.1555	308	0.8012	0.3653	0.8012	0.8951
No log	0.1565	310	0.8016	0.3797	0.8016	0.8953
No log	0.1575	312	0.9049	0.3177	0.9049	0.9513
No log	0.1585	314	1.0611	0.2630	1.0611	1.0301
No log	0.1595	316	0.8572	0.3114	0.8572	0.9258
No log	0.1605	318	0.8060	0.3344	0.8060	0.8978
No log	0.1615	320	0.8033	0.3174	0.8033	0.8963
No log	0.1625	322	0.8455	0.3063	0.8455	0.9195
No log	0.1636	324	1.0253	0.3110	1.0253	1.0126
No log	0.1646	326	0.9476	0.3217	0.9476	0.9734
No log	0.1656	328	0.7631	0.3856	0.7631	0.8736
No log	0.1666	330	0.7740	0.3641	0.7740	0.8798
No log	0.1676	332	0.8372	0.3464	0.8372	0.9150
No log	0.1686	334	0.8894	0.3462	0.8894	0.9431
No log	0.1696	336	0.7253	0.3954	0.7253	0.8516
No log	0.1706	338	0.7146	0.3202	0.7146	0.8453
No log	0.1716	340	0.6992	0.4017	0.6992	0.8362
No log	0.1726	342	0.6985	0.3757	0.6985	0.8357
No log	0.1736	344	0.7397	0.2889	0.7397	0.8600
No log	0.1747	346	0.7352	0.3041	0.7352	0.8575
No log	0.1757	348	0.7154	0.3956	0.7154	0.8458
No log	0.1767	350	0.8086	0.3697	0.8086	0.8992
No log	0.1777	352	0.7289	0.3764	0.7289	0.8537
No log	0.1787	354	0.7006	0.3391	0.7006	0.8370
No log	0.1797	356	0.7018	0.3759	0.7018	0.8378
No log	0.1807	358	0.7100	0.3789	0.7100	0.8426
No log	0.1817	360	0.7432	0.3519	0.7432	0.8621
No log	0.1827	362	0.7686	0.3545	0.7686	0.8767
No log	0.1837	364	0.8052	0.3618	0.8052	0.8973
No log	0.1848	366	0.9686	0.3214	0.9686	0.9842
No log	0.1858	368	0.9282	0.3551	0.9282	0.9634
No log	0.1868	370	0.7502	0.3715	0.7502	0.8661
No log	0.1878	372	0.7355	0.3658	0.7355	0.8576
No log	0.1888	374	0.7788	0.3915	0.7788	0.8825
No log	0.1898	376	0.7685	0.3862	0.7685	0.8766
No log	0.1908	378	0.7125	0.3699	0.7125	0.8441
No log	0.1918	380	0.7134	0.4409	0.7134	0.8446
No log	0.1928	382	0.7160	0.4238	0.7160	0.8462
No log	0.1938	384	0.6921	0.3447	0.6921	0.8319
No log	0.1949	386	0.8214	0.2552	0.8214	0.9063
No log	0.1959	388	0.7602	0.3027	0.7602	0.8719
No log	0.1969	390	0.7102	0.4205	0.7102	0.8428
No log	0.1979	392	0.8311	0.3899	0.8311	0.9116
No log	0.1989	394	0.7043	0.4497	0.7043	0.8393
No log	0.1999	396	0.7534	0.3227	0.7534	0.8680
No log	0.2009	398	0.8473	0.2923	0.8473	0.9205
No log	0.2019	400	0.7064	0.3669	0.7064	0.8405
No log	0.2029	402	0.7111	0.4652	0.7111	0.8432
No log	0.2039	404	0.7358	0.4137	0.7358	0.8578
No log	0.2049	406	0.6666	0.4161	0.6666	0.8165
No log	0.2060	408	0.7824	0.3214	0.7824	0.8846
No log	0.2070	410	0.7687	0.3087	0.7687	0.8768
No log	0.2080	412	0.6784	0.3942	0.6784	0.8237
No log	0.2090	414	0.7068	0.4259	0.7068	0.8407
No log	0.2100	416	0.7032	0.3710	0.7032	0.8386
No log	0.2110	418	0.9545	0.2608	0.9545	0.9770
No log	0.2120	420	1.0394	0.2598	1.0394	1.0195
No log	0.2130	422	0.8024	0.3173	0.8024	0.8958
No log	0.2140	424	0.6889	0.4464	0.6889	0.8300
No log	0.2150	426	0.6862	0.4428	0.6862	0.8284
No log	0.2161	428	0.7138	0.3572	0.7138	0.8449
No log	0.2171	430	0.8928	0.3228	0.8928	0.9449
No log	0.2181	432	0.7999	0.3296	0.7999	0.8944
No log	0.2191	434	0.6577	0.3899	0.6577	0.8110
No log	0.2201	436	0.7731	0.3855	0.7731	0.8792
No log	0.2211	438	0.7442	0.3920	0.7442	0.8627
No log	0.2221	440	0.7026	0.3260	0.7026	0.8382
No log	0.2231	442	0.8260	0.2371	0.8260	0.9088
No log	0.2241	444	0.7889	0.2455	0.7889	0.8882
No log	0.2251	446	0.7135	0.3514	0.7135	0.8447
No log	0.2261	448	0.7220	0.4030	0.7220	0.8497
No log	0.2272	450	0.7283	0.3199	0.7283	0.8534
No log	0.2282	452	0.9837	0.2695	0.9837	0.9918
No log	0.2292	454	1.0715	0.2258	1.0715	1.0352
No log	0.2302	456	0.8887	0.3216	0.8887	0.9427
No log	0.2312	458	0.7379	0.3790	0.7379	0.8590
No log	0.2322	460	0.7362	0.3848	0.7362	0.8580
No log	0.2332	462	0.7600	0.3584	0.7600	0.8718
No log	0.2342	464	0.9485	0.3137	0.9485	0.9739
No log	0.2352	466	1.0279	0.2606	1.0279	1.0138
No log	0.2362	468	0.8795	0.3366	0.8795	0.9378
No log	0.2373	470	0.8186	0.3785	0.8186	0.9048
No log	0.2383	472	0.8136	0.3233	0.8136	0.9020
No log	0.2393	474	0.9865	0.2614	0.9865	0.9932
No log	0.2403	476	0.9963	0.2416	0.9963	0.9982
No log	0.2413	478	0.9543	0.2417	0.9543	0.9769
No log	0.2423	480	0.8538	0.2809	0.8538	0.9240
No log	0.2433	482	0.8454	0.2626	0.8454	0.9194
No log	0.2443	484	0.8418	0.2701	0.8418	0.9175
No log	0.2453	486	0.8726	0.2839	0.8726	0.9341
No log	0.2463	488	0.8468	0.2964	0.8468	0.9202
No log	0.2473	490	0.8358	0.3246	0.8358	0.9142
No log	0.2484	492	0.8652	0.3083	0.8652	0.9302
No log	0.2494	494	0.8331	0.3042	0.8331	0.9128
No log	0.2504	496	0.7799	0.3201	0.7799	0.8831
No log	0.2514	498	0.7680	0.3189	0.7680	0.8764
0.8646	0.2524	500	0.7890	0.2765	0.7890	0.8883
0.8646	0.2534	502	0.8547	0.2802	0.8547	0.9245
0.8646	0.2544	504	0.8150	0.2990	0.8150	0.9028
0.8646	0.2554	506	0.7582	0.3109	0.7582	0.8707
0.8646	0.2564	508	0.7631	0.3269	0.7631	0.8736
0.8646	0.2574	510	0.7581	0.3287	0.7581	0.8707
0.8646	0.2585	512	0.8132	0.3650	0.8132	0.9018
0.8646	0.2595	514	0.7699	0.3864	0.7699	0.8774
0.8646	0.2605	516	0.7218	0.3948	0.7218	0.8496
0.8646	0.2615	518	0.7125	0.3418	0.7125	0.8441
0.8646	0.2625	520	0.7062	0.3569	0.7062	0.8404
0.8646	0.2635	522	0.7139	0.3834	0.7139	0.8449
0.8646	0.2645	524	0.7365	0.4236	0.7365	0.8582
0.8646	0.2655	526	0.7661	0.4342	0.7661	0.8753
0.8646	0.2665	528	0.7212	0.4024	0.7212	0.8492
0.8646	0.2675	530	0.7311	0.3768	0.7311	0.8550
0.8646	0.2686	532	0.7160	0.3954	0.7160	0.8461
0.8646	0.2696	534	0.7322	0.4549	0.7322	0.8557
0.8646	0.2706	536	0.6947	0.4186	0.6947	0.8335
0.8646	0.2716	538	0.7051	0.3863	0.7051	0.8397
0.8646	0.2726	540	0.6957	0.4062	0.6957	0.8341
0.8646	0.2736	542	0.7680	0.4052	0.7680	0.8764
0.8646	0.2746	544	0.7699	0.4133	0.7699	0.8775
0.8646	0.2756	546	0.7117	0.3653	0.7117	0.8436
0.8646	0.2766	548	0.7125	0.3672	0.7125	0.8441
0.8646	0.2776	550	0.8346	0.3639	0.8346	0.9136
0.8646	0.2786	552	0.8308	0.3744	0.8308	0.9115
0.8646	0.2797	554	0.7594	0.3777	0.7594	0.8714
0.8646	0.2807	556	0.7395	0.3192	0.7395	0.8599
0.8646	0.2817	558	0.7677	0.2889	0.7677	0.8762
0.8646	0.2827	560	0.7437	0.3343	0.7437	0.8624
0.8646	0.2837	562	0.8347	0.3867	0.8347	0.9136
0.8646	0.2847	564	0.9151	0.3579	0.9151	0.9566
0.8646	0.2857	566	0.7733	0.4032	0.7733	0.8793
0.8646	0.2867	568	0.7831	0.3078	0.7831	0.8849
0.8646	0.2877	570	0.8842	0.3376	0.8842	0.9403
0.8646	0.2887	572	0.7717	0.3605	0.7717	0.8785
0.8646	0.2898	574	0.7776	0.4330	0.7776	0.8818
0.8646	0.2908	576	0.8013	0.4212	0.8013	0.8952
0.8646	0.2918	578	0.7001	0.4185	0.7001	0.8367
0.8646	0.2928	580	0.6746	0.4176	0.6746	0.8214
0.8646	0.2938	582	0.7096	0.4482	0.7096	0.8424
0.8646	0.2948	584	0.7096	0.4659	0.7096	0.8424
0.8646	0.2958	586	0.7244	0.4702	0.7244	0.8511
0.8646	0.2968	588	0.7030	0.4605	0.7030	0.8385
0.8646	0.2978	590	0.7385	0.4798	0.7385	0.8594
0.8646	0.2988	592	0.7079	0.4738	0.7079	0.8414
0.8646	0.2998	594	0.6665	0.4360	0.6665	0.8164
0.8646	0.3009	596	0.6494	0.4227	0.6494	0.8058
0.8646	0.3019	598	0.6616	0.4449	0.6616	0.8134
0.8646	0.3029	600	0.6847	0.4601	0.6847	0.8274
0.8646	0.3039	602	0.6988	0.4537	0.6988	0.8360
0.8646	0.3049	604	0.7577	0.4190	0.7577	0.8705
0.8646	0.3059	606	0.6941	0.3756	0.6941	0.8331
0.8646	0.3069	608	0.7074	0.3499	0.7074	0.8411
0.8646	0.3079	610	0.7635	0.3975	0.7635	0.8738
0.8646	0.3089	612	0.8740	0.3397	0.8740	0.9349
0.8646	0.3099	614	0.7873	0.4073	0.7873	0.8873
0.8646	0.3110	616	0.7299	0.3628	0.7299	0.8544
0.8646	0.3120	618	0.7695	0.4110	0.7695	0.8772
0.8646	0.3130	620	0.7465	0.4228	0.7465	0.8640
0.8646	0.3140	622	0.7000	0.3646	0.7000	0.8366
0.8646	0.3150	624	0.7146	0.3718	0.7146	0.8453
0.8646	0.3160	626	0.6854	0.4480	0.6854	0.8279
0.8646	0.3170	628	0.6709	0.4607	0.6709	0.8191
0.8646	0.3180	630	0.6574	0.4204	0.6574	0.8108
0.8646	0.3190	632	0.6574	0.4267	0.6574	0.8108
0.8646	0.3200	634	0.6466	0.4222	0.6466	0.8041
0.8646	0.3210	636	0.7344	0.3776	0.7344	0.8570
0.8646	0.3221	638	0.8263	0.3607	0.8263	0.9090
0.8646	0.3231	640	0.6805	0.3975	0.6805	0.8249
0.8646	0.3241	642	0.7685	0.4389	0.7685	0.8766
0.8646	0.3251	644	0.7268	0.4806	0.7268	0.8525
0.8646	0.3261	646	0.7055	0.4008	0.7055	0.8400
0.8646	0.3271	648	0.7419	0.3998	0.7419	0.8613
0.8646	0.3281	650	0.6552	0.4461	0.6552	0.8094
0.8646	0.3291	652	0.7001	0.5173	0.7001	0.8367
0.8646	0.3301	654	0.6509	0.5107	0.6509	0.8068
0.8646	0.3311	656	0.6263	0.5004	0.6263	0.7914
0.8646	0.3322	658	0.6786	0.4877	0.6786	0.8238
0.8646	0.3332	660	0.8045	0.4580	0.8045	0.8970
0.8646	0.3342	662	0.6856	0.4847	0.6856	0.8280
0.8646	0.3352	664	0.6334	0.4940	0.6334	0.7959
0.8646	0.3362	666	0.6617	0.5231	0.6617	0.8134
0.8646	0.3372	668	0.7850	0.4517	0.7850	0.8860
0.8646	0.3382	670	0.7692	0.4452	0.7692	0.8771
0.8646	0.3392	672	0.7380	0.4496	0.7380	0.8591
0.8646	0.3402	674	0.6917	0.4523	0.6917	0.8317
0.8646	0.3412	676	0.7402	0.4569	0.7402	0.8603
0.8646	0.3423	678	0.9649	0.3992	0.9649	0.9823
0.8646	0.3433	680	0.9572	0.4047	0.9572	0.9784
0.8646	0.3443	682	0.7592	0.4575	0.7592	0.8713
0.8646	0.3453	684	0.7353	0.4330	0.7353	0.8575
0.8646	0.3463	686	0.7923	0.4884	0.7923	0.8901
0.8646	0.3473	688	0.7604	0.4879	0.7604	0.8720
0.8646	0.3483	690	0.7045	0.4255	0.7045	0.8393
0.8646	0.3493	692	0.6892	0.4030	0.6892	0.8302
0.8646	0.3503	694	0.6732	0.4613	0.6732	0.8205
0.8646	0.3513	696	0.7370	0.4539	0.7370	0.8585
0.8646	0.3523	698	0.7168	0.4664	0.7168	0.8467
0.8646	0.3534	700	0.6623	0.4418	0.6623	0.8138
0.8646	0.3544	702	0.6785	0.4205	0.6785	0.8237
0.8646	0.3554	704	0.7349	0.4722	0.7349	0.8573
0.8646	0.3564	706	0.7914	0.4643	0.7914	0.8896
0.8646	0.3574	708	0.7121	0.4596	0.7121	0.8439
0.8646	0.3584	710	0.7872	0.3847	0.7872	0.8872
0.8646	0.3594	712	0.8007	0.3752	0.8007	0.8948
0.8646	0.3604	714	0.6925	0.4524	0.6925	0.8322
0.8646	0.3614	716	0.8509	0.4134	0.8509	0.9224
0.8646	0.3624	718	0.8433	0.4115	0.8433	0.9183
0.8646	0.3635	720	0.6730	0.4756	0.6730	0.8203
0.8646	0.3645	722	0.6382	0.4585	0.6382	0.7988
0.8646	0.3655	724	0.6578	0.4535	0.6578	0.8110
0.8646	0.3665	726	0.8614	0.3993	0.8614	0.9281
0.8646	0.3675	728	0.9655	0.3711	0.9655	0.9826
0.8646	0.3685	730	0.7807	0.4254	0.7807	0.8836
0.8646	0.3695	732	0.7136	0.4167	0.7136	0.8447
0.8646	0.3705	734	0.7445	0.4154	0.7445	0.8628
0.8646	0.3715	736	0.9195	0.3731	0.9195	0.9589
0.8646	0.3725	738	0.8919	0.3836	0.8919	0.9444
0.8646	0.3735	740	0.7168	0.4490	0.7168	0.8466
0.8646	0.3746	742	0.7214	0.4678	0.7214	0.8493
0.8646	0.3756	744	0.8915	0.4173	0.8915	0.9442
0.8646	0.3766	746	1.1787	0.3219	1.1787	1.0857
0.8646	0.3776	748	0.9941	0.4219	0.9941	0.9970
0.8646	0.3786	750	0.7672	0.4716	0.7672	0.8759
0.8646	0.3796	752	0.7579	0.4761	0.7579	0.8706
0.8646	0.3806	754	0.9519	0.3938	0.9519	0.9757
0.8646	0.3816	756	0.9859	0.3768	0.9859	0.9929
0.8646	0.3826	758	0.7180	0.4855	0.7180	0.8474
0.8646	0.3836	760	0.6424	0.4724	0.6424	0.8015
0.8646	0.3847	762	0.6459	0.4765	0.6459	0.8037
0.8646	0.3857	764	0.6902	0.4707	0.6902	0.8308
0.8646	0.3867	766	0.7668	0.4618	0.7668	0.8757
0.8646	0.3877	768	0.7844	0.4492	0.7844	0.8857
0.8646	0.3887	770	0.7274	0.4676	0.7274	0.8529
0.8646	0.3897	772	0.7033	0.4698	0.7033	0.8386
0.8646	0.3907	774	0.6860	0.4596	0.6860	0.8283
0.8646	0.3917	776	0.7121	0.4427	0.7121	0.8439
0.8646	0.3927	778	0.8970	0.4146	0.8970	0.9471
0.8646	0.3937	780	0.8488	0.4031	0.8488	0.9213
0.8646	0.3948	782	0.7101	0.4114	0.7101	0.8427
0.8646	0.3958	784	0.7390	0.3939	0.7390	0.8596
0.8646	0.3968	786	0.9269	0.3514	0.9269	0.9628
0.8646	0.3978	788	0.9003	0.3570	0.9003	0.9488
0.8646	0.3988	790	0.8065	0.3531	0.8065	0.8981
0.8646	0.3998	792	0.8152	0.3692	0.8152	0.9029
0.8646	0.4008	794	0.7797	0.3235	0.7797	0.8830
0.8646	0.4018	796	0.7897	0.3295	0.7897	0.8887
0.8646	0.4028	798	1.0152	0.3475	1.0152	1.0076
0.8646	0.4038	800	1.1176	0.3395	1.1176	1.0572
0.8646	0.4048	802	0.8670	0.3854	0.8670	0.9311
0.8646	0.4059	804	0.6976	0.3795	0.6976	0.8352
0.8646	0.4069	806	0.6885	0.4066	0.6885	0.8298
0.8646	0.4079	808	0.7915	0.4211	0.7915	0.8897
0.8646	0.4089	810	0.7754	0.4399	0.7754	0.8806
0.8646	0.4099	812	0.6192	0.4995	0.6192	0.7869
0.8646	0.4109	814	0.6010	0.4724	0.6010	0.7752
0.8646	0.4119	816	0.5958	0.4847	0.5958	0.7719
0.8646	0.4129	818	0.6248	0.5265	0.6248	0.7904
0.8646	0.4139	820	0.7058	0.4730	0.7058	0.8401
0.8646	0.4149	822	0.6374	0.4850	0.6374	0.7984
0.8646	0.4160	824	0.6401	0.4110	0.6401	0.8001
0.8646	0.4170	826	0.6401	0.4709	0.6401	0.8001
0.8646	0.4180	828	0.7319	0.4581	0.7319	0.8555
0.8646	0.4190	830	0.7100	0.4654	0.7100	0.8426
0.8646	0.4200	832	0.6228	0.4677	0.6228	0.7892
0.8646	0.4210	834	0.6953	0.4387	0.6953	0.8338
0.8646	0.4220	836	0.6351	0.4340	0.6351	0.7969
0.8646	0.4230	838	0.6653	0.5065	0.6653	0.8157
0.8646	0.4240	840	0.6969	0.4985	0.6969	0.8348
0.8646	0.4250	842	0.5943	0.5243	0.5943	0.7709
0.8646	0.4260	844	0.6678	0.4315	0.6678	0.8172
0.8646	0.4271	846	0.6704	0.4292	0.6704	0.8188
0.8646	0.4281	848	0.5960	0.4860	0.5960	0.7720
0.8646	0.4291	850	0.6007	0.5427	0.6007	0.7751
0.8646	0.4301	852	0.6059	0.5384	0.6059	0.7784
0.8646	0.4311	854	0.6142	0.4918	0.6142	0.7837
0.8646	0.4321	856	0.6295	0.4834	0.6295	0.7934
0.8646	0.4331	858	0.7092	0.4304	0.7092	0.8421
0.8646	0.4341	860	0.7147	0.4100	0.7147	0.8454
0.8646	0.4351	862	0.6699	0.4637	0.6699	0.8185
0.8646	0.4361	864	0.7083	0.4605	0.7083	0.8416
0.8646	0.4372	866	0.6896	0.4587	0.6896	0.8304
0.8646	0.4382	868	0.7193	0.4070	0.7193	0.8481
0.8646	0.4392	870	0.6871	0.4393	0.6871	0.8289
0.8646	0.4402	872	0.6973	0.4536	0.6973	0.8351
0.8646	0.4412	874	0.6646	0.4293	0.6646	0.8152
0.8646	0.4422	876	0.6656	0.4256	0.6656	0.8159
0.8646	0.4432	878	0.6842	0.4204	0.6842	0.8272
0.8646	0.4442	880	0.6666	0.4498	0.6666	0.8164
0.8646	0.4452	882	0.6554	0.4335	0.6554	0.8095
0.8646	0.4462	884	0.6456	0.4237	0.6456	0.8035
0.8646	0.4472	886	0.6636	0.4341	0.6636	0.8146
0.8646	0.4483	888	0.6703	0.4497	0.6703	0.8187
0.8646	0.4493	890	0.6559	0.5033	0.6559	0.8099
0.8646	0.4503	892	0.6605	0.4915	0.6605	0.8127
0.8646	0.4513	894	0.7441	0.4227	0.7441	0.8626
0.8646	0.4523	896	0.8326	0.4233	0.8326	0.9125
0.8646	0.4533	898	0.6826	0.4384	0.6826	0.8262
0.8646	0.4543	900	0.6769	0.4976	0.6769	0.8227
0.8646	0.4553	902	0.6538	0.4719	0.6538	0.8086
0.8646	0.4563	904	0.6486	0.4588	0.6486	0.8054
0.8646	0.4573	906	0.6493	0.4566	0.6493	0.8058
0.8646	0.4584	908	0.6585	0.4545	0.6585	0.8115
0.8646	0.4594	910	0.7187	0.4564	0.7187	0.8477
0.8646	0.4604	912	0.6573	0.4468	0.6573	0.8108
0.8646	0.4614	914	0.6768	0.4283	0.6768	0.8227
0.8646	0.4624	916	0.6917	0.4172	0.6917	0.8317
0.8646	0.4634	918	0.6574	0.4456	0.6574	0.8108
0.8646	0.4644	920	0.6822	0.4542	0.6822	0.8259
0.8646	0.4654	922	0.6707	0.4572	0.6707	0.8190
0.8646	0.4664	924	0.6868	0.4486	0.6868	0.8288
0.8646	0.4674	926	0.7559	0.3972	0.7559	0.8694
0.8646	0.4685	928	0.7127	0.4634	0.7127	0.8442
0.8646	0.4695	930	0.7323	0.4402	0.7323	0.8558
0.8646	0.4705	932	0.6969	0.4529	0.6969	0.8348
0.8646	0.4715	934	0.6787	0.4508	0.6787	0.8238
0.8646	0.4725	936	0.6665	0.4723	0.6665	0.8164
0.8646	0.4735	938	0.6559	0.4609	0.6559	0.8099
0.8646	0.4745	940	0.6442	0.4654	0.6442	0.8026
0.8646	0.4755	942	0.6339	0.4908	0.6339	0.7962
0.8646	0.4765	944	0.6421	0.5086	0.6421	0.8013
0.8646	0.4775	946	0.6358	0.5140	0.6358	0.7974
0.8646	0.4785	948	0.6279	0.4852	0.6279	0.7924
0.8646	0.4796	950	0.6563	0.5060	0.6563	0.8102
0.8646	0.4806	952	0.6229	0.4682	0.6229	0.7893
0.8646	0.4816	954	0.6649	0.4490	0.6649	0.8154
0.8646	0.4826	956	0.6311	0.4466	0.6311	0.7944
0.8646	0.4836	958	0.6372	0.4525	0.6372	0.7982
0.8646	0.4846	960	0.6611	0.4407	0.6611	0.8131
0.8646	0.4856	962	0.6980	0.4302	0.6980	0.8355
0.8646	0.4866	964	0.7978	0.4209	0.7978	0.8932
0.8646	0.4876	966	0.7246	0.4029	0.7246	0.8512
0.8646	0.4886	968	0.6777	0.4007	0.6777	0.8232
0.8646	0.4897	970	0.6627	0.4150	0.6627	0.8141
0.8646	0.4907	972	0.6925	0.4409	0.6925	0.8322
0.8646	0.4917	974	0.6206	0.4805	0.6206	0.7878
0.8646	0.4927	976	0.6011	0.4700	0.6011	0.7753
0.8646	0.4937	978	0.6037	0.4905	0.6037	0.7770
0.8646	0.4947	980	0.6669	0.5275	0.6669	0.8166
0.8646	0.4957	982	0.7302	0.5141	0.7302	0.8545
0.8646	0.4967	984	0.6079	0.5293	0.6079	0.7797
0.8646	0.4977	986	0.6416	0.4820	0.6416	0.8010
0.8646	0.4987	988	0.6653	0.4716	0.6653	0.8157
0.8646	0.4997	990	0.6014	0.4842	0.6014	0.7755
0.8646	0.5008	992	0.7268	0.4963	0.7268	0.8525
0.8646	0.5018	994	0.7286	0.4788	0.7286	0.8536
0.8646	0.5028	996	0.6206	0.4712	0.6206	0.7878
0.8646	0.5038	998	0.7180	0.3911	0.7180	0.8474
0.3727	0.5048	1000	0.7520	0.3838	0.7520	0.8672
0.3727	0.5058	1002	0.6297	0.4405	0.6297	0.7936
0.3727	0.5068	1004	0.6477	0.4562	0.6477	0.8048
0.3727	0.5078	1006	0.6833	0.4786	0.6833	0.8266
0.3727	0.5088	1008	0.6146	0.4436	0.6146	0.7840
0.3727	0.5098	1010	0.7000	0.4127	0.7000	0.8367
0.3727	0.5109	1012	0.7243	0.4052	0.7243	0.8511
0.3727	0.5119	1014	0.6219	0.4394	0.6219	0.7886
0.3727	0.5129	1016	0.6367	0.4868	0.6367	0.7980
0.3727	0.5139	1018	0.6394	0.4860	0.6394	0.7996
0.3727	0.5149	1020	0.6200	0.4216	0.6200	0.7874
0.3727	0.5159	1022	0.7052	0.4398	0.7052	0.8398
0.3727	0.5169	1024	0.6636	0.4530	0.6636	0.8146
0.3727	0.5179	1026	0.6326	0.4407	0.6326	0.7954
0.3727	0.5189	1028	0.6465	0.4273	0.6465	0.8041
0.3727	0.5199	1030	0.6553	0.4212	0.6553	0.8095
0.3727	0.5209	1032	0.6570	0.4503	0.6570	0.8106
0.3727	0.5220	1034	0.6629	0.4339	0.6629	0.8142
0.3727	0.5230	1036	0.6393	0.4189	0.6393	0.7996
0.3727	0.5240	1038	0.7127	0.3936	0.7127	0.8442
0.3727	0.5250	1040	0.6878	0.3970	0.6878	0.8293
0.3727	0.5260	1042	0.6391	0.4264	0.6391	0.7994
0.3727	0.5270	1044	0.6428	0.4237	0.6428	0.8017
0.3727	0.5280	1046	0.6986	0.4146	0.6986	0.8358
0.3727	0.5290	1048	0.6900	0.4289	0.6900	0.8307
0.3727	0.5300	1050	0.6617	0.4452	0.6617	0.8135
0.3727	0.5310	1052	0.6589	0.4421	0.6589	0.8117
0.3727	0.5321	1054	0.7399	0.4244	0.7399	0.8602
0.3727	0.5331	1056	0.7516	0.4255	0.7516	0.8669
0.3727	0.5341	1058	0.6492	0.4378	0.6492	0.8057
0.3727	0.5351	1060	0.6434	0.4674	0.6434	0.8021
0.3727	0.5361	1062	0.6545	0.4604	0.6545	0.8090
0.3727	0.5371	1064	0.6570	0.4532	0.6570	0.8105
0.3727	0.5381	1066	0.6810	0.4370	0.6810	0.8252
0.3727	0.5391	1068	0.6594	0.4441	0.6594	0.8120
0.3727	0.5401	1070	0.6507	0.4144	0.6507	0.8066
0.3727	0.5411	1072	0.6735	0.4263	0.6735	0.8207
0.3727	0.5422	1074	0.6889	0.4195	0.6889	0.8300
0.3727	0.5432	1076	0.6712	0.4083	0.6712	0.8193
0.3727	0.5442	1078	0.6835	0.4238	0.6835	0.8267
0.3727	0.5452	1080	0.6729	0.4024	0.6729	0.8203
0.3727	0.5462	1082	0.6887	0.4212	0.6887	0.8299
0.3727	0.5472	1084	0.7032	0.4259	0.7032	0.8386
0.3727	0.5482	1086	0.7515	0.4286	0.7515	0.8669
0.3727	0.5492	1088	0.6927	0.4548	0.6927	0.8323
0.3727	0.5502	1090	0.6866	0.4083	0.6866	0.8286
0.3727	0.5512	1092	0.6643	0.4254	0.6643	0.8151
0.3727	0.5522	1094	0.6380	0.4572	0.6380	0.7987
0.3727	0.5533	1096	0.6658	0.4646	0.6658	0.8160
0.3727	0.5543	1098	0.6330	0.4446	0.6330	0.7956
0.3727	0.5553	1100	0.6657	0.3780	0.6657	0.8159
0.3727	0.5563	1102	0.6790	0.3689	0.6790	0.8240
0.3727	0.5573	1104	0.6505	0.4172	0.6505	0.8065
0.3727	0.5583	1106	0.7905	0.4140	0.7905	0.8891
0.3727	0.5593	1108	0.7941	0.4189	0.7941	0.8911
0.3727	0.5603	1110	0.6633	0.4019	0.6633	0.8144
0.3727	0.5613	1112	0.7075	0.3656	0.7075	0.8411
0.3727	0.5623	1114	0.7049	0.3725	0.7049	0.8396
0.3727	0.5634	1116	0.6603	0.3890	0.6603	0.8126
0.3727	0.5644	1118	0.6997	0.4410	0.6997	0.8365
0.3727	0.5654	1120	0.6547	0.4252	0.6547	0.8091
0.3727	0.5664	1122	0.6732	0.3867	0.6732	0.8205
0.3727	0.5674	1124	0.6455	0.3877	0.6455	0.8034
0.3727	0.5684	1126	0.6470	0.4464	0.6470	0.8044
0.3727	0.5694	1128	0.6365	0.4446	0.6365	0.7978
0.3727	0.5704	1130	0.6352	0.4177	0.6352	0.7970
0.3727	0.5714	1132	0.6491	0.4066	0.6491	0.8057
0.3727	0.5724	1134	0.6617	0.4048	0.6617	0.8134
0.3727	0.5734	1136	0.6581	0.4879	0.6581	0.8112
0.3727	0.5745	1138	0.6621	0.4971	0.6621	0.8137
0.3727	0.5755	1140	0.6057	0.4593	0.6057	0.7783
0.3727	0.5765	1142	0.6988	0.4357	0.6988	0.8360
0.3727	0.5775	1144	0.7121	0.4262	0.7121	0.8439
0.3727	0.5785	1146	0.5929	0.4713	0.5929	0.7700
0.3727	0.5795	1148	0.6204	0.4906	0.6204	0.7877
0.3727	0.5805	1150	0.6692	0.4581	0.6692	0.8181
0.3727	0.5815	1152	0.6186	0.4468	0.6186	0.7865
0.3727	0.5825	1154	0.7048	0.4297	0.7048	0.8395
0.3727	0.5835	1156	0.6985	0.4211	0.6985	0.8358
0.3727	0.5846	1158	0.6317	0.4188	0.6317	0.7948
0.3727	0.5856	1160	0.7506	0.4175	0.7506	0.8664
0.3727	0.5866	1162	0.8240	0.3953	0.8240	0.9077
0.3727	0.5876	1164	0.6981	0.4256	0.6981	0.8355
0.3727	0.5886	1166	0.6441	0.3609	0.6441	0.8026
0.3727	0.5896	1168	0.6629	0.3399	0.6629	0.8142
0.3727	0.5906	1170	0.6549	0.3894	0.6549	0.8092
0.3727	0.5916	1172	0.7059	0.3876	0.7059	0.8402
0.3727	0.5926	1174	0.7479	0.3907	0.7479	0.8648
0.3727	0.5936	1176	0.7263	0.3800	0.7263	0.8522
0.3727	0.5946	1178	0.7420	0.3368	0.7420	0.8614
0.3727	0.5957	1180	0.7189	0.3721	0.7189	0.8479
0.3727	0.5967	1182	0.7715	0.4053	0.7715	0.8784
0.3727	0.5977	1184	0.8340	0.4176	0.8340	0.9132
0.3727	0.5987	1186	0.6902	0.4224	0.6902	0.8308
0.3727	0.5997	1188	0.6332	0.4135	0.6332	0.7957
0.3727	0.6007	1190	0.6421	0.4141	0.6421	0.8013
0.3727	0.6017	1192	0.6249	0.4384	0.6249	0.7905
0.3727	0.6027	1194	0.6528	0.4279	0.6528	0.8080
0.3727	0.6037	1196	0.6632	0.4321	0.6632	0.8143
0.3727	0.6047	1198	0.6231	0.4271	0.6231	0.7893
0.3727	0.6058	1200	0.6285	0.4318	0.6285	0.7928
0.3727	0.6068	1202	0.6559	0.4311	0.6559	0.8098
0.3727	0.6078	1204	0.6632	0.4338	0.6632	0.8144
0.3727	0.6088	1206	0.6594	0.4421	0.6594	0.8120
0.3727	0.6098	1208	0.6447	0.4309	0.6447	0.8029
0.3727	0.6108	1210	0.6490	0.4067	0.6490	0.8056
0.3727	0.6118	1212	0.6691	0.4142	0.6691	0.8180
0.3727	0.6128	1214	0.6858	0.4029	0.6858	0.8281
0.3727	0.6138	1216	0.6998	0.4107	0.6998	0.8365
0.3727	0.6148	1218	0.7327	0.4135	0.7327	0.8560
0.3727	0.6159	1220	0.7128	0.4364	0.7128	0.8443
0.3727	0.6169	1222	0.6983	0.4561	0.6983	0.8356
0.3727	0.6179	1224	0.6826	0.4595	0.6826	0.8262
0.3727	0.6189	1226	0.6546	0.4781	0.6546	0.8091
0.3727	0.6199	1228	0.6399	0.4978	0.6399	0.7999
0.3727	0.6209	1230	0.6373	0.4963	0.6373	0.7983
0.3727	0.6219	1232	0.6215	0.5077	0.6215	0.7883
0.3727	0.6229	1234	0.6106	0.5033	0.6106	0.7814
0.3727	0.6239	1236	0.6424	0.4815	0.6424	0.8015
0.3727	0.6249	1238	0.6421	0.4740	0.6421	0.8013
0.3727	0.6259	1240	0.6549	0.4749	0.6549	0.8092
0.3727	0.6270	1242	0.6860	0.4150	0.6860	0.8283
0.3727	0.6280	1244	0.6780	0.4433	0.6780	0.8234
0.3727	0.6290	1246	0.7386	0.4322	0.7386	0.8594
0.3727	0.6300	1248	0.9338	0.3601	0.9338	0.9663
0.3727	0.6310	1250	0.8612	0.3938	0.8612	0.9280
0.3727	0.6320	1252	0.6854	0.3956	0.6854	0.8279
0.3727	0.6330	1254	0.6783	0.3308	0.6783	0.8236
0.3727	0.6340	1256	0.6681	0.3356	0.6681	0.8174
0.3727	0.6350	1258	0.6808	0.3860	0.6808	0.8251
0.3727	0.6360	1260	0.9263	0.3772	0.9263	0.9625
0.3727	0.6371	1262	1.0561	0.3492	1.0561	1.0277
0.3727	0.6381	1264	0.8766	0.4019	0.8766	0.9362
0.3727	0.6391	1266	0.6679	0.4147	0.6679	0.8172
0.3727	0.6401	1268	0.6282	0.3766	0.6282	0.7926
0.3727	0.6411	1270	0.6542	0.3972	0.6542	0.8088
0.3727	0.6421	1272	0.6261	0.4046	0.6261	0.7913
0.3727	0.6431	1274	0.7306	0.4442	0.7306	0.8548
0.3727	0.6441	1276	0.7702	0.4366	0.7702	0.8776
0.3727	0.6451	1278	0.6714	0.4466	0.6714	0.8194
0.3727	0.6461	1280	0.6386	0.3993	0.6386	0.7991
0.3727	0.6471	1282	0.6367	0.3987	0.6367	0.7979
0.3727	0.6482	1284	0.6922	0.4418	0.6922	0.8320
0.3727	0.6492	1286	0.7939	0.4143	0.7939	0.8910
0.3727	0.6502	1288	0.7344	0.4029	0.7344	0.8570
0.3727	0.6512	1290	0.6644	0.4097	0.6644	0.8151
0.3727	0.6522	1292	0.6566	0.4027	0.6566	0.8103
0.3727	0.6532	1294	0.6629	0.4080	0.6629	0.8142
0.3727	0.6542	1296	0.6979	0.4021	0.6979	0.8354
0.3727	0.6552	1298	0.7703	0.4074	0.7703	0.8777
0.3727	0.6562	1300	0.7880	0.4183	0.7880	0.8877
0.3727	0.6572	1302	0.7441	0.4216	0.7441	0.8626
0.3727	0.6583	1304	0.6650	0.4037	0.6650	0.8155
0.3727	0.6593	1306	0.6627	0.4083	0.6627	0.8141
0.3727	0.6603	1308	0.6612	0.4197	0.6612	0.8132
0.3727	0.6613	1310	0.7532	0.4228	0.7532	0.8679
0.3727	0.6623	1312	0.7180	0.4411	0.7180	0.8473
0.3727	0.6633	1314	0.6402	0.4186	0.6402	0.8002
0.3727	0.6643	1316	0.6312	0.4229	0.6312	0.7945
0.3727	0.6653	1318	0.6289	0.3810	0.6289	0.7930
0.3727	0.6663	1320	0.6423	0.4192	0.6423	0.8014
0.3727	0.6673	1322	0.6484	0.4232	0.6484	0.8052
0.3727	0.6683	1324	0.6369	0.4074	0.6369	0.7981
0.3727	0.6694	1326	0.6427	0.4128	0.6427	0.8017
0.3727	0.6704	1328	0.6551	0.4205	0.6551	0.8094
0.3727	0.6714	1330	0.6814	0.4393	0.6814	0.8255
0.3727	0.6724	1332	0.7319	0.4094	0.7319	0.8555
0.3727	0.6734	1334	0.6968	0.4302	0.6968	0.8347
0.3727	0.6744	1336	0.6227	0.4491	0.6227	0.7891
0.3727	0.6754	1338	0.6156	0.4661	0.6156	0.7846
0.3727	0.6764	1340	0.6225	0.4449	0.6225	0.7890
0.3727	0.6774	1342	0.6537	0.4443	0.6537	0.8085
0.3727	0.6784	1344	0.6326	0.4410	0.6326	0.7954
0.3727	0.6795	1346	0.6315	0.4593	0.6315	0.7947
0.3727	0.6805	1348	0.6538	0.4365	0.6538	0.8086
0.3727	0.6815	1350	0.6708	0.4191	0.6708	0.8190
0.3727	0.6825	1352	0.6983	0.3917	0.6983	0.8356
0.3727	0.6835	1354	0.7179	0.3978	0.7179	0.8473
0.3727	0.6845	1356	0.7456	0.3771	0.7456	0.8635
0.3727	0.6855	1358	0.7139	0.4201	0.7139	0.8449
0.3727	0.6865	1360	0.7573	0.4525	0.7573	0.8702
0.3727	0.6875	1362	0.6913	0.4307	0.6913	0.8314
0.3727	0.6885	1364	0.7197	0.3499	0.7197	0.8484
0.3727	0.6896	1366	0.7523	0.3587	0.7523	0.8673
0.3727	0.6906	1368	0.6484	0.3760	0.6484	0.8052
0.3727	0.6916	1370	0.6471	0.4553	0.6471	0.8044
0.3727	0.6926	1372	0.6526	0.4504	0.6526	0.8078
0.3727	0.6936	1374	0.6334	0.4105	0.6334	0.7959
0.3727	0.6946	1376	0.6892	0.3800	0.6892	0.8302
0.3727	0.6956	1378	0.6803	0.3877	0.6803	0.8248
0.3727	0.6966	1380	0.6745	0.4239	0.6745	0.8213
0.3727	0.6976	1382	0.6797	0.4379	0.6797	0.8244
0.3727	0.6986	1384	0.7064	0.4535	0.7064	0.8405
0.3727	0.6996	1386	0.7031	0.4670	0.7031	0.8385
0.3727	0.7007	1388	0.7037	0.4684	0.7037	0.8389
0.3727	0.7017	1390	0.6476	0.4365	0.6476	0.8048
0.3727	0.7027	1392	0.6268	0.4324	0.6268	0.7917
0.3727	0.7037	1394	0.6252	0.4752	0.6252	0.7907
0.3727	0.7047	1396	0.6822	0.4481	0.6822	0.8259
0.3727	0.7057	1398	0.6684	0.4440	0.6684	0.8175
0.3727	0.7067	1400	0.6403	0.4534	0.6403	0.8002
0.3727	0.7077	1402	0.6693	0.4272	0.6693	0.8181
0.3727	0.7087	1404	0.7695	0.4357	0.7695	0.8772
0.3727	0.7097	1406	0.7787	0.4157	0.7787	0.8824
0.3727	0.7108	1408	0.6960	0.3948	0.6960	0.8343
0.3727	0.7118	1410	0.6879	0.3845	0.6879	0.8294
0.3727	0.7128	1412	0.7072	0.3779	0.7072	0.8410
0.3727	0.7138	1414	0.8217	0.3706	0.8217	0.9065
0.3727	0.7148	1416	0.8550	0.3744	0.8550	0.9246
0.3727	0.7158	1418	0.7340	0.3942	0.7340	0.8568
0.3727	0.7168	1420	0.6782	0.4140	0.6782	0.8235
0.3727	0.7178	1422	0.6871	0.4384	0.6871	0.8289
0.3727	0.7188	1424	0.6545	0.4448	0.6545	0.8090
0.3727	0.7198	1426	0.6529	0.4559	0.6529	0.8080
0.3727	0.7208	1428	0.6299	0.4680	0.6299	0.7936
0.3727	0.7219	1430	0.6632	0.4848	0.6632	0.8144
0.3727	0.7229	1432	0.6067	0.4952	0.6067	0.7789
0.3727	0.7239	1434	0.6085	0.4870	0.6085	0.7800
0.3727	0.7249	1436	0.6060	0.4785	0.6060	0.7785
0.3727	0.7259	1438	0.6234	0.4904	0.6234	0.7896
0.3727	0.7269	1440	0.6385	0.4914	0.6385	0.7991
0.3727	0.7279	1442	0.6065	0.4892	0.6065	0.7788
0.3727	0.7289	1444	0.6254	0.4791	0.6254	0.7908
0.3727	0.7299	1446	0.6528	0.4603	0.6528	0.8080
0.3727	0.7309	1448	0.8628	0.4157	0.8628	0.9289
0.3727	0.7320	1450	0.8712	0.4094	0.8712	0.9334
0.3727	0.7330	1452	0.7104	0.4168	0.7104	0.8429
0.3727	0.7340	1454	0.6932	0.4158	0.6932	0.8326
0.3727	0.7350	1456	0.7646	0.4110	0.7646	0.8744
0.3727	0.7360	1458	0.9496	0.3613	0.9496	0.9745
0.3727	0.7370	1460	0.8684	0.3851	0.8684	0.9319
0.3727	0.7380	1462	0.6788	0.4209	0.6788	0.8239
0.3727	0.7390	1464	0.6717	0.3852	0.6717	0.8195
0.3727	0.7400	1466	0.6930	0.3972	0.6930	0.8324
0.3727	0.7410	1468	0.6517	0.3981	0.6517	0.8073
0.3727	0.7420	1470	0.7792	0.4058	0.7792	0.8827
0.3727	0.7431	1472	0.9283	0.3595	0.9283	0.9635
0.3727	0.7441	1474	0.8226	0.3871	0.8226	0.9070
0.3727	0.7451	1476	0.6712	0.4052	0.6712	0.8193
0.3727	0.7461	1478	0.6992	0.3708	0.6992	0.8362
0.3727	0.7471	1480	0.6942	0.3796	0.6942	0.8332
0.3727	0.7481	1482	0.7193	0.3860	0.7193	0.8481
0.3727	0.7491	1484	0.7646	0.3932	0.7646	0.8744
0.3727	0.7501	1486	0.7377	0.3855	0.7377	0.8589
0.3727	0.7511	1488	0.6693	0.4080	0.6693	0.8181
0.3727	0.7521	1490	0.6610	0.3888	0.6610	0.8130
0.3727	0.7532	1492	0.6841	0.3982	0.6841	0.8271
0.3727	0.7542	1494	0.7489	0.3937	0.7489	0.8654
0.3727	0.7552	1496	0.7329	0.3969	0.7329	0.8561
0.3727	0.7562	1498	0.6809	0.3977	0.6809	0.8252
0.2889	0.7572	1500	0.6879	0.3859	0.6879	0.8294
0.2889	0.7582	1502	0.6811	0.3955	0.6811	0.8253
0.2889	0.7592	1504	0.6806	0.3977	0.6806	0.8250
0.2889	0.7602	1506	0.6758	0.3963	0.6758	0.8221
0.2889	0.7612	1508	0.6800	0.3987	0.6800	0.8246
0.2889	0.7622	1510	0.6772	0.3831	0.6772	0.8229
0.2889	0.7633	1512	0.6774	0.3887	0.6774	0.8230
0.2889	0.7643	1514	0.6792	0.3873	0.6792	0.8241
0.2889	0.7653	1516	0.6724	0.4203	0.6724	0.8200
0.2889	0.7663	1518	0.6633	0.4373	0.6633	0.8144
0.2889	0.7673	1520	0.6598	0.3870	0.6598	0.8123
0.2889	0.7683	1522	0.6429	0.4439	0.6429	0.8018
0.2889	0.7693	1524	0.6394	0.4575	0.6394	0.7996
0.2889	0.7703	1526	0.6621	0.4350	0.6621	0.8137
0.2889	0.7713	1528	0.6841	0.4394	0.6841	0.8271
0.2889	0.7723	1530	0.6630	0.4769	0.6630	0.8142
0.2889	0.7733	1532	0.6590	0.4731	0.6590	0.8118
0.2889	0.7744	1534	0.6470	0.4826	0.6470	0.8043
0.2889	0.7754	1536	0.6524	0.4803	0.6524	0.8077
0.2889	0.7764	1538	0.6299	0.4963	0.6299	0.7936
0.2889	0.7774	1540	0.6436	0.4694	0.6436	0.8022
0.2889	0.7784	1542	0.6404	0.4592	0.6404	0.8002
0.2889	0.7794	1544	0.6520	0.4623	0.6520	0.8075
0.2889	0.7804	1546	0.6889	0.4345	0.6889	0.8300
0.2889	0.7814	1548	0.6682	0.4489	0.6682	0.8174
0.2889	0.7824	1550	0.6323	0.4508	0.6323	0.7952
0.2889	0.7834	1552	0.6383	0.4574	0.6383	0.7989
0.2889	0.7845	1554	0.6397	0.4540	0.6397	0.7998
0.2889	0.7855	1556	0.6381	0.4620	0.6381	0.7988
0.2889	0.7865	1558	0.6365	0.4619	0.6365	0.7978
0.2889	0.7875	1560	0.6349	0.4502	0.6349	0.7968
0.2889	0.7885	1562	0.6463	0.4680	0.6463	0.8039
0.2889	0.7895	1564	0.6874	0.4665	0.6874	0.8291
0.2889	0.7905	1566	0.6540	0.4509	0.6540	0.8087
0.2889	0.7915	1568	0.6510	0.4557	0.6510	0.8069
0.2889	0.7925	1570	0.6105	0.4516	0.6105	0.7814
0.2889	0.7935	1572	0.6075	0.4621	0.6075	0.7794
0.2889	0.7945	1574	0.6299	0.4668	0.6299	0.7937
0.2889	0.7956	1576	0.6742	0.4501	0.6742	0.8211
0.2889	0.7966	1578	0.6513	0.4715	0.6513	0.8071
0.2889	0.7976	1580	0.6664	0.4759	0.6664	0.8164
0.2889	0.7986	1582	0.7011	0.4748	0.7011	0.8373
0.2889	0.7996	1584	0.6492	0.4911	0.6492	0.8058
0.2889	0.8006	1586	0.6529	0.4487	0.6529	0.8080
0.2889	0.8016	1588	0.6210	0.4688	0.6210	0.7880
0.2889	0.8026	1590	0.6623	0.4806	0.6623	0.8138
0.2889	0.8036	1592	0.6328	0.4929	0.6328	0.7955
0.2889	0.8046	1594	0.5953	0.4792	0.5953	0.7716
0.2889	0.8057	1596	0.5986	0.4704	0.5986	0.7737
0.2889	0.8067	1598	0.6615	0.4600	0.6615	0.8134
0.2889	0.8077	1600	0.6949	0.4342	0.6949	0.8336
0.2889	0.8087	1602	0.6288	0.4928	0.6288	0.7930
0.2889	0.8097	1604	0.6134	0.4689	0.6134	0.7832
0.2889	0.8107	1606	0.6118	0.4647	0.6118	0.7822
0.2889	0.8117	1608	0.6337	0.4997	0.6337	0.7961
0.2889	0.8127	1610	0.7061	0.4418	0.7061	0.8403
0.2889	0.8137	1612	0.6961	0.4455	0.6961	0.8343
0.2889	0.8147	1614	0.6608	0.4322	0.6608	0.8129
0.2889	0.8157	1616	0.6724	0.4241	0.6724	0.8200
0.2889	0.8168	1618	0.7226	0.4190	0.7226	0.8500
0.2889	0.8178	1620	0.6983	0.3965	0.6983	0.8356
0.2889	0.8188	1622	0.6983	0.3839	0.6983	0.8357
0.2889	0.8198	1624	0.7397	0.3734	0.7397	0.8601
0.2889	0.8208	1626	0.7060	0.3872	0.7060	0.8403
0.2889	0.8218	1628	0.6606	0.4127	0.6606	0.8128
0.2889	0.8228	1630	0.6507	0.4499	0.6507	0.8067
0.2889	0.8238	1632	0.6500	0.4653	0.6500	0.8062
0.2889	0.8248	1634	0.6668	0.4564	0.6668	0.8166
0.2889	0.8258	1636	0.6315	0.4747	0.6315	0.7947
0.2889	0.8269	1638	0.6361	0.4788	0.6361	0.7976
0.2889	0.8279	1640	0.6338	0.4811	0.6338	0.7961
0.2889	0.8289	1642	0.6460	0.4719	0.6460	0.8037
0.2889	0.8299	1644	0.6655	0.4574	0.6655	0.8158
0.2889	0.8309	1646	0.6256	0.4658	0.6256	0.7910
0.2889	0.8319	1648	0.6244	0.4785	0.6244	0.7902
0.2889	0.8329	1650	0.6121	0.4609	0.6121	0.7823
0.2889	0.8339	1652	0.6866	0.4528	0.6866	0.8286
0.2889	0.8349	1654	0.7224	0.4357	0.7224	0.8499
0.2889	0.8359	1656	0.6416	0.4531	0.6416	0.8010
0.2889	0.8370	1658	0.6245	0.4439	0.6245	0.7902
0.2889	0.8380	1660	0.6574	0.4138	0.6574	0.8108
0.2889	0.8390	1662	0.7872	0.3921	0.7872	0.8872
0.2889	0.8400	1664	0.8750	0.3746	0.8750	0.9354
0.2889	0.8410	1666	0.8202	0.3699	0.8202	0.9056
0.2889	0.8420	1668	0.7859	0.3784	0.7859	0.8865
0.2889	0.8430	1670	0.8351	0.3793	0.8351	0.9138
0.2889	0.8440	1672	0.8899	0.3740	0.8899	0.9434

Framework versions

Transformers 4.44.2
Pytorch 2.4.0+cu118
Datasets 2.21.0
Tokenizers 0.19.1

MayBashendy/ASAP_FineTuningBERT_AugV4_k20_task1_organization_fold2

ASAP_FineTuningBERT_AugV4_k20_task1_organization_fold2

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

MayBashendy/
ASAP_FineTuningBERT_AugV4_k20_task1_organization_fold2