Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0163	2	1.9836	0.0	1.9836	1.4084
No log	0.0325	4	1.2568	0.3443	1.2568	1.1211
No log	0.0488	6	1.0759	0.0	1.0759	1.0373
No log	0.0650	8	1.2911	0.1826	1.2911	1.1363
No log	0.0813	10	1.8915	0.0974	1.8915	1.3753
No log	0.0976	12	1.8874	0.0499	1.8874	1.3738
No log	0.1138	14	1.8843	0.0499	1.8843	1.3727
No log	0.1301	16	2.5823	0.0293	2.5823	1.6069
No log	0.1463	18	2.8382	0.125	2.8382	1.6847
No log	0.1626	20	2.4944	-0.0087	2.4944	1.5794
No log	0.1789	22	1.8034	0.0974	1.8034	1.3429
No log	0.1951	24	1.5537	0.0974	1.5537	1.2465
No log	0.2114	26	1.6067	0.0974	1.6067	1.2676
No log	0.2276	28	1.8650	0.0974	1.8650	1.3657
No log	0.2439	30	1.8844	0.1505	1.8844	1.3727
No log	0.2602	32	1.9104	0.2290	1.9104	1.3822
No log	0.2764	34	1.9057	0.2518	1.9057	1.3805
No log	0.2927	36	1.8681	0.2374	1.8681	1.3668
No log	0.3089	38	1.5757	0.2824	1.5757	1.2553
No log	0.3252	40	1.4438	0.2699	1.4438	1.2016
No log	0.3415	42	1.6975	0.3092	1.6975	1.3029
No log	0.3577	44	1.6959	0.3583	1.6959	1.3023
No log	0.3740	46	1.7386	0.3673	1.7386	1.3186
No log	0.3902	48	1.3902	0.4022	1.3902	1.1791
No log	0.4065	50	1.3828	0.4022	1.3828	1.1759
No log	0.4228	52	1.4974	0.3460	1.4974	1.2237
No log	0.4390	54	1.5011	0.3881	1.5011	1.2252
No log	0.4553	56	1.2581	0.4251	1.2581	1.1216
No log	0.4715	58	1.1513	0.5266	1.1513	1.0730
No log	0.4878	60	1.1830	0.4963	1.1830	1.0877
No log	0.5041	62	1.4251	0.4251	1.4251	1.1938
No log	0.5203	64	1.1700	0.4690	1.1700	1.0817
No log	0.5366	66	0.7932	0.5991	0.7932	0.8906
No log	0.5528	68	0.8661	0.5661	0.8661	0.9307
No log	0.5691	70	1.1651	0.5118	1.1651	1.0794
No log	0.5854	72	1.1482	0.5579	1.1482	1.0716
No log	0.6016	74	1.4854	0.5862	1.4854	1.2188
No log	0.6179	76	1.4361	0.5862	1.4361	1.1984
No log	0.6341	78	1.1746	0.5645	1.1746	1.0838
No log	0.6504	80	1.4158	0.5862	1.4158	1.1899
No log	0.6667	82	1.3222	0.5862	1.3222	1.1499
No log	0.6829	84	0.9869	0.6388	0.9869	0.9934
No log	0.6992	86	1.0397	0.6120	1.0397	1.0196
No log	0.7154	88	1.2205	0.5540	1.2205	1.1047
No log	0.7317	90	1.1977	0.5126	1.1977	1.0944
No log	0.7480	92	1.2060	0.5126	1.2060	1.0982
No log	0.7642	94	1.0610	0.5810	1.0610	1.0300
No log	0.7805	96	1.0650	0.5363	1.0650	1.0320
No log	0.7967	98	1.0193	0.5810	1.0193	1.0096
No log	0.8130	100	1.0437	0.5810	1.0437	1.0216
No log	0.8293	102	1.2422	0.5883	1.2422	1.1145
No log	0.8455	104	1.1543	0.5810	1.1543	1.0744
No log	0.8618	106	1.0194	0.5810	1.0194	1.0096
No log	0.8780	108	1.1466	0.4843	1.1466	1.0708
No log	0.8943	110	1.6566	0.4427	1.6566	1.2871
No log	0.9106	112	1.8706	0.3844	1.8706	1.3677
No log	0.9268	114	1.8258	0.3844	1.8258	1.3512
No log	0.9431	116	1.6843	0.4349	1.6843	1.2978
No log	0.9593	118	1.3714	0.4836	1.3714	1.1710
No log	0.9756	120	1.3719	0.4836	1.3719	1.1713
No log	0.9919	122	1.5705	0.4216	1.5705	1.2532
No log	1.0081	124	1.7488	0.4216	1.7488	1.3224
No log	1.0244	126	1.4946	0.4290	1.4946	1.2225
No log	1.0407	128	1.0084	0.6465	1.0084	1.0042
No log	1.0569	130	0.8722	0.6473	0.8722	0.9339
No log	1.0732	132	0.7531	0.6473	0.7531	0.8678
No log	1.0894	134	0.6785	0.6837	0.6785	0.8237
No log	1.1057	136	0.8719	0.6812	0.8719	0.9337
No log	1.1220	138	1.1934	0.5741	1.1934	1.0924
No log	1.1382	140	1.2447	0.5506	1.2447	1.1157
No log	1.1545	142	1.0754	0.5752	1.0754	1.0370
No log	1.1707	144	0.8982	0.5709	0.8982	0.9477
No log	1.1870	146	0.9554	0.6106	0.9554	0.9774
No log	1.2033	148	1.0656	0.5709	1.0656	1.0323
No log	1.2195	150	1.0202	0.5709	1.0202	1.0101
No log	1.2358	152	1.2791	0.5126	1.2791	1.1310
No log	1.2520	154	1.3233	0.4693	1.3233	1.1503
No log	1.2683	156	1.1484	0.5044	1.1484	1.0716
No log	1.2846	158	0.9894	0.5709	0.9894	0.9947
No log	1.3008	160	1.0008	0.5709	1.0008	1.0004
No log	1.3171	162	1.1746	0.5455	1.1746	1.0838
No log	1.3333	164	1.2953	0.5261	1.2953	1.1381
No log	1.3496	166	1.2520	0.5261	1.2520	1.1189
No log	1.3659	168	1.2416	0.5261	1.2416	1.1143
No log	1.3821	170	1.2306	0.5261	1.2306	1.1093
No log	1.3984	172	0.8913	0.6055	0.8913	0.9441
No log	1.4146	174	0.8386	0.6055	0.8386	0.9158
No log	1.4309	176	1.1109	0.5296	1.1109	1.0540
No log	1.4472	178	1.5798	0.4628	1.5798	1.2569
No log	1.4634	180	1.5821	0.4023	1.5821	1.2578
No log	1.4797	182	1.2071	0.4384	1.2071	1.0987
No log	1.4959	184	0.9800	0.5052	0.9800	0.9900
No log	1.5122	186	0.9216	0.5526	0.9216	0.9600
No log	1.5285	188	1.0758	0.5029	1.0758	1.0372
No log	1.5447	190	1.5179	0.5060	1.5179	1.2320
No log	1.5610	192	1.7109	0.4476	1.7109	1.3080
No log	1.5772	194	1.4733	0.5144	1.4733	1.2138
No log	1.5935	196	0.9813	0.6223	0.9813	0.9906
No log	1.6098	198	0.6469	0.7012	0.6469	0.8043
No log	1.6260	200	0.6406	0.7012	0.6406	0.8004
No log	1.6423	202	0.8412	0.6964	0.8412	0.9172
No log	1.6585	204	0.9722	0.6705	0.9722	0.9860
No log	1.6748	206	1.1970	0.5475	1.1970	1.0941
No log	1.6911	208	1.2852	0.5110	1.2852	1.1337
No log	1.7073	210	1.0980	0.5041	1.0980	1.0479
No log	1.7236	212	0.9787	0.6367	0.9787	0.9893
No log	1.7398	214	0.8559	0.7096	0.8559	0.9251
No log	1.7561	216	0.7339	0.7096	0.7339	0.8567
No log	1.7724	218	0.7599	0.7414	0.7599	0.8717
No log	1.7886	220	0.8940	0.7112	0.8940	0.9455
No log	1.8049	222	1.0051	0.6508	1.0051	1.0025
No log	1.8211	224	0.8644	0.6713	0.8644	0.9297
No log	1.8374	226	0.6873	0.6869	0.6873	0.8291
No log	1.8537	228	0.7765	0.7	0.7765	0.8812
No log	1.8699	230	0.8112	0.6332	0.8112	0.9006
No log	1.8862	232	0.7904	0.6953	0.7904	0.8891
No log	1.9024	234	0.7629	0.6837	0.7629	0.8735
No log	1.9187	236	0.7646	0.6837	0.7646	0.8744
No log	1.9350	238	0.7525	0.6837	0.7525	0.8675
No log	1.9512	240	0.9516	0.6823	0.9516	0.9755
No log	1.9675	242	1.1337	0.6069	1.1337	1.0647
No log	1.9837	244	1.0945	0.5840	1.0945	1.0462
No log	2.0	246	1.0674	0.5897	1.0674	1.0332
No log	2.0163	248	0.8971	0.6953	0.8971	0.9471
No log	2.0325	250	0.6939	0.7012	0.6939	0.8330
No log	2.0488	252	0.7784	0.7149	0.7784	0.8823
No log	2.0650	254	1.1427	0.5455	1.1427	1.0689
No log	2.0813	256	1.4024	0.4841	1.4024	1.1842
No log	2.0976	258	1.2183	0.5334	1.2183	1.1038
No log	2.1138	260	0.8782	0.6953	0.8782	0.9371
No log	2.1301	262	0.7935	0.6481	0.7935	0.8908
No log	2.1463	264	0.8321	0.7	0.8321	0.9122
No log	2.1626	266	1.1918	0.5261	1.1918	1.0917
No log	2.1789	268	1.4597	0.4841	1.4597	1.2082
No log	2.1951	270	1.3361	0.5461	1.3361	1.1559
No log	2.2114	272	1.0335	0.6021	1.0335	1.0166
No log	2.2276	274	0.9233	0.5741	0.9233	0.9609
No log	2.2439	276	0.8753	0.5893	0.8753	0.9356
No log	2.2602	278	0.8613	0.6610	0.8613	0.9281
No log	2.2764	280	0.8433	0.6610	0.8433	0.9183
No log	2.2927	282	1.0504	0.6172	1.0504	1.0249
No log	2.3089	284	1.3378	0.5659	1.3378	1.1566
No log	2.3252	286	1.4588	0.5387	1.4588	1.2078
No log	2.3415	288	1.3573	0.5645	1.3573	1.1650
No log	2.3577	290	1.0209	0.5840	1.0209	1.0104
No log	2.3740	292	0.8468	0.6481	0.8468	0.9202
No log	2.3902	294	0.8763	0.6481	0.8763	0.9361
No log	2.4065	296	1.0465	0.6477	1.0465	1.0230
No log	2.4228	298	1.0728	0.6477	1.0728	1.0358
No log	2.4390	300	1.1153	0.6477	1.1153	1.0561
No log	2.4553	302	0.9978	0.6823	0.9978	0.9989
No log	2.4715	304	0.8558	0.6823	0.8558	0.9251
No log	2.4878	306	0.8907	0.6823	0.8907	0.9438
No log	2.5041	308	0.9067	0.6823	0.9067	0.9522
No log	2.5203	310	0.7526	0.6998	0.7526	0.8675
No log	2.5366	312	0.6325	0.7529	0.6325	0.7953
No log	2.5528	314	0.6623	0.7117	0.6623	0.8138
No log	2.5691	316	0.9174	0.6823	0.9174	0.9578
No log	2.5854	318	1.1511	0.5755	1.1511	1.0729
No log	2.6016	320	1.1274	0.6239	1.1274	1.0618
No log	2.6179	322	1.0724	0.5883	1.0724	1.0356
No log	2.6341	324	1.1608	0.5883	1.1608	1.0774
No log	2.6504	326	1.1613	0.5883	1.1613	1.0777
No log	2.6667	328	1.1141	0.5883	1.1141	1.0555
No log	2.6829	330	1.0073	0.5963	1.0073	1.0036
No log	2.6992	332	1.1755	0.5883	1.1755	1.0842
No log	2.7154	334	1.2323	0.5341	1.2323	1.1101
No log	2.7317	336	1.0728	0.6341	1.0728	1.0358
No log	2.7480	338	1.0049	0.5863	1.0049	1.0024
No log	2.7642	340	1.0989	0.6477	1.0989	1.0483
No log	2.7805	342	1.5341	0.4679	1.5341	1.2386
No log	2.7967	344	1.8890	0.4504	1.8890	1.3744
No log	2.8130	346	1.9473	0.4261	1.9473	1.3955
No log	2.8293	348	1.8255	0.4261	1.8255	1.3511
No log	2.8455	350	1.4581	0.4461	1.4581	1.2075
No log	2.8618	352	1.0814	0.5214	1.0814	1.0399
No log	2.8780	354	0.8011	0.7	0.8011	0.8950
No log	2.8943	356	0.7884	0.6606	0.7884	0.8879
No log	2.9106	358	0.9136	0.7	0.9136	0.9558
No log	2.9268	360	1.1436	0.5588	1.1436	1.0694
No log	2.9431	362	1.4045	0.4679	1.4045	1.1851
No log	2.9593	364	1.4812	0.4461	1.4812	1.2170
No log	2.9756	366	1.3544	0.4615	1.3544	1.1638
No log	2.9919	368	1.0595	0.5296	1.0595	1.0293
No log	3.0081	370	0.8485	0.7	0.8485	0.9212
No log	3.0244	372	0.7915	0.7	0.7915	0.8897
No log	3.0407	374	0.9019	0.6595	0.9019	0.9497
No log	3.0569	376	1.2136	0.5688	1.2136	1.1016
No log	3.0732	378	1.3971	0.4615	1.3971	1.1820
No log	3.0894	380	1.3113	0.5095	1.3113	1.1451
No log	3.1057	382	1.0591	0.6477	1.0591	1.0291
No log	3.1220	384	0.9057	0.6595	0.9057	0.9517
No log	3.1382	386	0.8811	0.6595	0.8811	0.9387
No log	3.1545	388	0.8409	0.6595	0.8409	0.9170
No log	3.1707	390	0.8699	0.6823	0.8699	0.9327
No log	3.1870	392	0.9770	0.6823	0.9770	0.9884
No log	3.2033	394	0.9048	0.7138	0.9048	0.9512
No log	3.2195	396	0.7893	0.7138	0.7893	0.8884
No log	3.2358	398	0.8457	0.7138	0.8457	0.9196
No log	3.2520	400	0.8874	0.7138	0.8874	0.9420
No log	3.2683	402	1.0567	0.6505	1.0567	1.0280
No log	3.2846	404	1.1087	0.6172	1.1087	1.0530
No log	3.3008	406	1.0104	0.6823	1.0104	1.0052
No log	3.3171	408	0.8548	0.6837	0.8548	0.9245
No log	3.3333	410	0.7309	0.6481	0.7309	0.8549
No log	3.3496	412	0.7863	0.6481	0.7863	0.8867
No log	3.3659	414	1.0115	0.6823	1.0115	1.0057
No log	3.3821	416	1.3323	0.5095	1.3323	1.1542
No log	3.3984	418	1.4258	0.4928	1.4258	1.1941
No log	3.4146	420	1.2768	0.5334	1.2768	1.1300
No log	3.4309	422	1.0811	0.6477	1.0811	1.0398
No log	3.4472	424	0.9129	0.6481	0.9129	0.9554
No log	3.4634	426	0.9018	0.6481	0.9018	0.9496
No log	3.4797	428	1.0149	0.6376	1.0149	1.0074
No log	3.4959	430	1.0096	0.5993	1.0096	1.0048
No log	3.5122	432	1.0411	0.6021	1.0411	1.0203
No log	3.5285	434	1.1594	0.5260	1.1594	1.0767
No log	3.5447	436	1.3063	0.5334	1.3063	1.1429
No log	3.5610	438	1.2942	0.5334	1.2942	1.1376
No log	3.5772	440	1.1526	0.5260	1.1526	1.0736
No log	3.5935	442	0.9844	0.5782	0.9844	0.9921
No log	3.6098	444	0.9906	0.5782	0.9906	0.9953
No log	3.6260	446	1.1054	0.4968	1.1054	1.0514
No log	3.6423	448	1.2842	0.5260	1.2842	1.1332
No log	3.6585	450	1.3020	0.5095	1.3020	1.1411
No log	3.6748	452	1.1818	0.5426	1.1818	1.0871
No log	3.6911	454	0.9935	0.6021	0.9935	0.9967
No log	3.7073	456	0.8532	0.6481	0.8532	0.9237
No log	3.7236	458	0.8288	0.6481	0.8288	0.9104
No log	3.7398	460	0.9812	0.6485	0.9812	0.9906
No log	3.7561	462	1.3021	0.5185	1.3021	1.1411
No log	3.7724	464	1.4818	0.5095	1.4818	1.2173
No log	3.7886	466	1.4113	0.5095	1.4113	1.1880
No log	3.8049	468	1.1666	0.5185	1.1666	1.0801
No log	3.8211	470	0.9982	0.6823	0.9982	0.9991
No log	3.8374	472	0.9082	0.6481	0.9082	0.9530
No log	3.8537	474	0.9735	0.6823	0.9735	0.9866
No log	3.8699	476	1.1894	0.5349	1.1894	1.0906
No log	3.8862	478	1.4406	0.4776	1.4406	1.2003
No log	3.9024	480	1.4973	0.4776	1.4973	1.2236
No log	3.9187	482	1.4079	0.5008	1.4079	1.1865
No log	3.9350	484	1.2481	0.5588	1.2481	1.1172
No log	3.9512	486	1.1404	0.5588	1.1404	1.0679
No log	3.9675	488	1.1653	0.5588	1.1653	1.0795
No log	3.9837	490	1.3405	0.5008	1.3405	1.1578
No log	4.0	492	1.5508	0.5079	1.5508	1.2453
No log	4.0163	494	1.6971	0.4679	1.6971	1.3027
No log	4.0325	496	1.6137	0.4679	1.6137	1.2703
No log	4.0488	498	1.3801	0.5674	1.3801	1.1748
0.3245	4.0650	500	1.1302	0.5296	1.1302	1.0631
0.3245	4.0813	502	1.0942	0.5296	1.0942	1.0460
0.3245	4.0976	504	1.2040	0.5688	1.2040	1.0973
0.3245	4.1138	506	1.3400	0.5008	1.3400	1.1576
0.3245	4.1301	508	1.3117	0.5095	1.3117	1.1453
0.3245	4.1463	510	1.2375	0.5688	1.2375	1.1124
0.3245	4.1626	512	1.3199	0.5334	1.3199	1.1489
0.3245	4.1789	514	1.5036	0.4856	1.5036	1.2262
0.3245	4.1951	516	1.5451	0.4638	1.5451	1.2430
0.3245	4.2114	518	1.4066	0.5260	1.4066	1.1860
0.3245	4.2276	520	1.1532	0.5260	1.1532	1.0739
0.3245	4.2439	522	1.0034	0.6376	1.0034	1.0017
0.3245	4.2602	524	1.0464	0.6376	1.0464	1.0230
0.3245	4.2764	526	1.1968	0.5260	1.1968	1.0940
0.3245	4.2927	528	1.2939	0.5260	1.2939	1.1375
0.3245	4.3089	530	1.2127	0.5260	1.2127	1.1012
0.3245	4.3252	532	1.0327	0.6823	1.0327	1.0162
0.3245	4.3415	534	0.9753	0.6485	0.9753	0.9876
0.3245	4.3577	536	1.0594	0.6172	1.0594	1.0293
0.3245	4.3740	538	1.1468	0.5659	1.1468	1.0709
0.3245	4.3902	540	1.2367	0.5260	1.2367	1.1121
0.3245	4.4065	542	1.2264	0.5260	1.2264	1.1074
0.3245	4.4228	544	1.1478	0.5260	1.1478	1.0714
0.3245	4.4390	546	1.1413	0.5659	1.1413	1.0683
0.3245	4.4553	548	1.1628	0.5260	1.1628	1.0783
0.3245	4.4715	550	1.2297	0.5023	1.2297	1.1089
0.3245	4.4878	552	1.2511	0.5023	1.2511	1.1185
0.3245	4.5041	554	1.1875	0.5023	1.1875	1.0897
0.3245	4.5203	556	1.2540	0.5023	1.2540	1.1198
0.3245	4.5366	558	1.3362	0.4939	1.3362	1.1559
0.3245	4.5528	560	1.2337	0.5260	1.2337	1.1107
0.3245	4.5691	562	1.1538	0.5840	1.1538	1.0741
0.3245	4.5854	564	1.1273	0.5840	1.1273	1.0617
0.3245	4.6016	566	1.0062	0.6367	1.0062	1.0031
0.3245	4.6179	568	0.9810	0.6367	0.9810	0.9905
0.3245	4.6341	570	1.0122	0.6266	1.0122	1.0061
0.3245	4.6504	572	1.0989	0.6266	1.0989	1.0483
0.3245	4.6667	574	1.1189	0.5659	1.1189	1.0578
0.3245	4.6829	576	1.0766	0.6266	1.0766	1.0376
0.3245	4.6992	578	1.0927	0.6266	1.0927	1.0453
0.3245	4.7154	580	1.1479	0.6266	1.1479	1.0714
0.3245	4.7317	582	1.0955	0.6266	1.0955	1.0467
0.3245	4.7480	584	1.1107	0.6266	1.1107	1.0539
0.3245	4.7642	586	1.1446	0.6266	1.1446	1.0699
0.3245	4.7805	588	1.1381	0.6266	1.1381	1.0668
0.3245	4.7967	590	1.1458	0.5840	1.1458	1.0704
0.3245	4.8130	592	1.0852	0.6266	1.0852	1.0417
0.3245	4.8293	594	1.0711	0.6266	1.0711	1.0349
0.3245	4.8455	596	1.0754	0.6266	1.0754	1.0370
0.3245	4.8618	598	1.1499	0.5603	1.1499	1.0723
0.3245	4.8780	600	1.2975	0.5023	1.2975	1.1391
0.3245	4.8943	602	1.3761	0.5023	1.3761	1.1731
0.3245	4.9106	604	1.3475	0.5023	1.3475	1.1608
0.3245	4.9268	606	1.1734	0.6033	1.1734	1.0832
0.3245	4.9431	608	1.0797	0.5911	1.0797	1.0391
0.3245	4.9593	610	1.0161	0.5911	1.0161	1.0080
0.3245	4.9756	612	1.0897	0.5911	1.0897	1.0439
0.3245	4.9919	614	1.1520	0.6266	1.1520	1.0733
0.3245	5.0081	616	1.1560	0.6266	1.1560	1.0752
0.3245	5.0244	618	1.1041	0.6266	1.1041	1.0508
0.3245	5.0407	620	1.1113	0.5911	1.1113	1.0542
0.3245	5.0569	622	1.1908	0.5023	1.1908	1.0913
0.3245	5.0732	624	1.2387	0.5023	1.2387	1.1130
0.3245	5.0894	626	1.2704	0.5023	1.2704	1.1271
0.3245	5.1057	628	1.2441	0.5023	1.2441	1.1154
0.3245	5.1220	630	1.1698	0.5260	1.1698	1.0816
0.3245	5.1382	632	1.1069	0.5292	1.1069	1.0521
0.3245	5.1545	634	1.1745	0.5260	1.1745	1.0837
0.3245	5.1707	636	1.2292	0.5260	1.2292	1.1087
0.3245	5.1870	638	1.2269	0.5260	1.2269	1.1077
0.3245	5.2033	640	1.1634	0.488	1.1634	1.0786
0.3245	5.2195	642	1.0977	0.4799	1.0977	1.0477
0.3245	5.2358	644	1.1464	0.488	1.1464	1.0707
0.3245	5.2520	646	1.3071	0.4939	1.3071	1.1433
0.3245	5.2683	648	1.3867	0.5008	1.3867	1.1776
0.3245	5.2846	650	1.3187	0.4939	1.3187	1.1484
0.3245	5.3008	652	1.1449	0.488	1.1449	1.0700
0.3245	5.3171	654	1.0392	0.5329	1.0392	1.0194
0.3245	5.3333	656	0.9983	0.5782	0.9983	0.9992
0.3245	5.3496	658	1.0230	0.5819	1.0230	1.0114
0.3245	5.3659	660	1.0547	0.5819	1.0547	1.0270
0.3245	5.3821	662	1.1106	0.5387	1.1106	1.0539
0.3245	5.3984	664	1.1751	0.5659	1.1751	1.0840
0.3245	5.4146	666	1.1213	0.5755	1.1213	1.0589
0.3245	5.4309	668	0.9981	0.5819	0.9981	0.9990
0.3245	5.4472	670	0.8991	0.6607	0.8991	0.9482
0.3245	5.4634	672	0.8995	0.6607	0.8995	0.9484
0.3245	5.4797	674	0.9312	0.6607	0.9312	0.9650
0.3245	5.4959	676	1.0062	0.6485	1.0062	1.0031
0.3245	5.5122	678	1.0451	0.6172	1.0451	1.0223
0.3245	5.5285	680	0.9664	0.6485	0.9664	0.9831
0.3245	5.5447	682	0.9736	0.6485	0.9736	0.9867
0.3245	5.5610	684	0.9514	0.6485	0.9514	0.9754
0.3245	5.5772	686	1.0197	0.6172	1.0197	1.0098
0.3245	5.5935	688	1.0578	0.6172	1.0578	1.0285
0.3245	5.6098	690	1.0550	0.6172	1.0550	1.0271
0.3245	5.6260	692	1.0120	0.6823	1.0120	1.0060
0.3245	5.6423	694	0.9426	0.6485	0.9426	0.9709
0.3245	5.6585	696	0.8994	0.6485	0.8994	0.9484
0.3245	5.6748	698	0.9336	0.6485	0.9336	0.9662
0.3245	5.6911	700	1.0040	0.6485	1.0040	1.0020
0.3245	5.7073	702	1.1036	0.5260	1.1036	1.0505
0.3245	5.7236	704	1.1314	0.5173	1.1314	1.0637
0.3245	5.7398	706	1.0546	0.5755	1.0546	1.0269
0.3245	5.7561	708	1.0399	0.6172	1.0399	1.0197
0.3245	5.7724	710	1.0446	0.6172	1.0446	1.0220
0.3245	5.7886	712	0.9890	0.6823	0.9890	0.9945
0.3245	5.8049	714	0.8722	0.6823	0.8722	0.9339
0.3245	5.8211	716	0.7661	0.6485	0.7661	0.8753
0.3245	5.8374	718	0.7851	0.6485	0.7851	0.8861
0.3245	5.8537	720	0.9156	0.6823	0.9156	0.9568
0.3245	5.8699	722	1.0845	0.6823	1.0845	1.0414
0.3245	5.8862	724	1.2185	0.5741	1.2185	1.1039
0.3245	5.9024	726	1.2873	0.5334	1.2873	1.1346
0.3245	5.9187	728	1.2309	0.5334	1.2309	1.1095
0.3245	5.9350	730	1.1051	0.6266	1.1051	1.0512
0.3245	5.9512	732	1.0020	0.6376	1.0020	1.0010
0.3245	5.9675	734	0.9073	0.6376	0.9073	0.9525
0.3245	5.9837	736	0.8301	0.6481	0.8301	0.9111
0.3245	6.0	738	0.8594	0.6837	0.8594	0.9271
0.3245	6.0163	740	0.9827	0.6376	0.9827	0.9913
0.3245	6.0325	742	1.1696	0.5928	1.1696	1.0815
0.3245	6.0488	744	1.2941	0.5245	1.2941	1.1376
0.3245	6.0650	746	1.4290	0.5008	1.4290	1.1954
0.3245	6.0813	748	1.4656	0.4776	1.4656	1.2106
0.3245	6.0976	750	1.3684	0.5008	1.3684	1.1698
0.3245	6.1138	752	1.2130	0.5928	1.2130	1.1014
0.3245	6.1301	754	1.1268	0.5928	1.1268	1.0615
0.3245	6.1463	756	1.0837	0.5928	1.0837	1.0410
0.3245	6.1626	758	1.1619	0.5928	1.1619	1.0779
0.3245	6.1789	760	1.1861	0.5928	1.1861	1.0891
0.3245	6.1951	762	1.1687	0.5928	1.1687	1.0811
0.3245	6.2114	764	1.0599	0.6477	1.0599	1.0295
0.3245	6.2276	766	0.9611	0.6021	0.9611	0.9803
0.3245	6.2439	768	0.9051	0.6485	0.9051	0.9514
0.3245	6.2602	770	0.9300	0.6485	0.9300	0.9644
0.3245	6.2764	772	0.9718	0.6485	0.9718	0.9858
0.3245	6.2927	774	0.9951	0.6485	0.9951	0.9975
0.3245	6.3089	776	0.9819	0.6485	0.9819	0.9909
0.3245	6.3252	778	0.9485	0.6485	0.9485	0.9739
0.3245	6.3415	780	0.9862	0.6485	0.9862	0.9931
0.3245	6.3577	782	1.0947	0.5349	1.0947	1.0463
0.3245	6.3740	784	1.2176	0.5334	1.2176	1.1034
0.3245	6.3902	786	1.3543	0.5245	1.3543	1.1637
0.3245	6.4065	788	1.3998	0.5245	1.3998	1.1831
0.3245	6.4228	790	1.3234	0.5245	1.3234	1.1504
0.3245	6.4390	792	1.1942	0.5928	1.1942	1.0928
0.3245	6.4553	794	1.1486	0.5928	1.1486	1.0717
0.3245	6.4715	796	1.1764	0.5928	1.1764	1.0846
0.3245	6.4878	798	1.1977	0.5928	1.1977	1.0944
0.3245	6.5041	800	1.2196	0.5928	1.2196	1.1043
0.3245	6.5203	802	1.2546	0.5928	1.2546	1.1201
0.3245	6.5366	804	1.2893	0.5827	1.2893	1.1355
0.3245	6.5528	806	1.3455	0.5245	1.3455	1.1600
0.3245	6.5691	808	1.3475	0.5245	1.3475	1.1608
0.3245	6.5854	810	1.2687	0.5827	1.2687	1.1264
0.3245	6.6016	812	1.1620	0.5928	1.1620	1.0780
0.3245	6.6179	814	1.0843	0.5928	1.0843	1.0413
0.3245	6.6341	816	1.0562	0.5840	1.0562	1.0277
0.3245	6.6504	818	1.0599	0.5840	1.0599	1.0295
0.3245	6.6667	820	1.0842	0.5840	1.0842	1.0412
0.3245	6.6829	822	1.0982	0.5840	1.0982	1.0479
0.3245	6.6992	824	1.1162	0.5840	1.1162	1.0565
0.3245	6.7154	826	1.1272	0.5840	1.1272	1.0617
0.3245	6.7317	828	1.0648	0.6376	1.0648	1.0319
0.3245	6.7480	830	1.0565	0.6376	1.0565	1.0279
0.3245	6.7642	832	1.0595	0.6376	1.0595	1.0293
0.3245	6.7805	834	1.1241	0.5840	1.1241	1.0602
0.3245	6.7967	836	1.1279	0.5840	1.1279	1.0620
0.3245	6.8130	838	1.0502	0.6376	1.0502	1.0248
0.3245	6.8293	840	1.0146	0.6376	1.0146	1.0073
0.3245	6.8455	842	1.0138	0.6477	1.0138	1.0069
0.3245	6.8618	844	1.0712	0.6364	1.0712	1.0350
0.3245	6.8780	846	1.1772	0.5928	1.1772	1.0850
0.3245	6.8943	848	1.2716	0.5334	1.2716	1.1277
0.3245	6.9106	850	1.3156	0.5334	1.3156	1.1470
0.3245	6.9268	852	1.2936	0.5334	1.2936	1.1374
0.3245	6.9431	854	1.2120	0.5928	1.2120	1.1009
0.3245	6.9593	856	1.1535	0.5928	1.1535	1.0740
0.3245	6.9756	858	1.1641	0.5928	1.1641	1.0789
0.3245	6.9919	860	1.1792	0.5928	1.1792	1.0859
0.3245	7.0081	862	1.1661	0.5928	1.1661	1.0799
0.3245	7.0244	864	1.1419	0.6364	1.1419	1.0686
0.3245	7.0407	866	1.1610	0.5928	1.1610	1.0775
0.3245	7.0569	868	1.1865	0.5334	1.1865	1.0893
0.3245	7.0732	870	1.2156	0.5334	1.2156	1.1025
0.3245	7.0894	872	1.1856	0.5334	1.1856	1.0889
0.3245	7.1057	874	1.1085	0.6364	1.1085	1.0528
0.3245	7.1220	876	1.0619	0.6364	1.0619	1.0305
0.3245	7.1382	878	1.0937	0.6364	1.0937	1.0458
0.3245	7.1545	880	1.1939	0.5334	1.1939	1.0926
0.3245	7.1707	882	1.3200	0.5245	1.3200	1.1489
0.3245	7.1870	884	1.3490	0.4856	1.3490	1.1615
0.3245	7.2033	886	1.3382	0.4856	1.3382	1.1568
0.3245	7.2195	888	1.3707	0.4856	1.3707	1.1708
0.3245	7.2358	890	1.4135	0.5245	1.4135	1.1889
0.3245	7.2520	892	1.4074	0.5245	1.4074	1.1863
0.3245	7.2683	894	1.3366	0.5245	1.3366	1.1561
0.3245	7.2846	896	1.2735	0.5334	1.2735	1.1285
0.3245	7.3008	898	1.2145	0.5741	1.2145	1.1020
0.3245	7.3171	900	1.1580	0.5659	1.1580	1.0761
0.3245	7.3333	902	1.1174	0.5755	1.1174	1.0571
0.3245	7.3496	904	1.1437	0.5755	1.1437	1.0694
0.3245	7.3659	906	1.1697	0.5755	1.1697	1.0815
0.3245	7.3821	908	1.2028	0.5659	1.2028	1.0967
0.3245	7.3984	910	1.2432	0.5334	1.2432	1.1150
0.3245	7.4146	912	1.2448	0.5334	1.2448	1.1157
0.3245	7.4309	914	1.2478	0.5334	1.2478	1.1170
0.3245	7.4472	916	1.2073	0.5334	1.2073	1.0988
0.3245	7.4634	918	1.1205	0.5928	1.1205	1.0585
0.3245	7.4797	920	1.0246	0.5840	1.0246	1.0122
0.3245	7.4959	922	1.0078	0.5840	1.0078	1.0039
0.3245	7.5122	924	1.0404	0.5928	1.0404	1.0200
0.3245	7.5285	926	1.1073	0.5928	1.1073	1.0523
0.3245	7.5447	928	1.1392	0.5928	1.1392	1.0673
0.3245	7.5610	930	1.1790	0.5928	1.1790	1.0858
0.3245	7.5772	932	1.1767	0.5928	1.1767	1.0848
0.3245	7.5935	934	1.1980	0.5334	1.1980	1.0945
0.3245	7.6098	936	1.2335	0.5334	1.2335	1.1106
0.3245	7.6260	938	1.2241	0.5334	1.2241	1.1064
0.3245	7.6423	940	1.2165	0.5334	1.2165	1.1029
0.3245	7.6585	942	1.2413	0.5334	1.2413	1.1141
0.3245	7.6748	944	1.2594	0.5334	1.2594	1.1222
0.3245	7.6911	946	1.2421	0.5334	1.2421	1.1145
0.3245	7.7073	948	1.2268	0.5334	1.2268	1.1076
0.3245	7.7236	950	1.2194	0.5095	1.2194	1.1043
0.3245	7.7398	952	1.2228	0.5095	1.2228	1.1058
0.3245	7.7561	954	1.2508	0.5008	1.2508	1.1184
0.3245	7.7724	956	1.2671	0.5008	1.2671	1.1256
0.3245	7.7886	958	1.2458	0.5008	1.2458	1.1162
0.3245	7.8049	960	1.1822	0.5334	1.1822	1.0873
0.3245	7.8211	962	1.0822	0.5928	1.0822	1.0403
0.3245	7.8374	964	1.0032	0.6376	1.0032	1.0016
0.3245	7.8537	966	0.9661	0.6823	0.9661	0.9829
0.3245	7.8699	968	0.9795	0.6823	0.9795	0.9897
0.3245	7.8862	970	0.9934	0.6823	0.9934	0.9967
0.3245	7.9024	972	1.0396	0.6376	1.0396	1.0196
0.3245	7.9187	974	1.0440	0.6376	1.0440	1.0218
0.3245	7.9350	976	1.0285	0.6376	1.0285	1.0141
0.3245	7.9512	978	1.0658	0.6376	1.0658	1.0324
0.3245	7.9675	980	1.1420	0.5755	1.1420	1.0687
0.3245	7.9837	982	1.2448	0.5245	1.2448	1.1157
0.3245	8.0	984	1.3074	0.5245	1.3074	1.1434
0.3245	8.0163	986	1.3169	0.5245	1.3169	1.1475
0.3245	8.0325	988	1.2723	0.5245	1.2723	1.1280
0.3245	8.0488	990	1.1908	0.5245	1.1908	1.0912
0.3245	8.0650	992	1.0836	0.6376	1.0836	1.0409
0.3245	8.0813	994	0.9635	0.6823	0.9635	0.9816
0.3245	8.0976	996	0.8832	0.6485	0.8832	0.9398
0.3245	8.1138	998	0.8457	0.6485	0.8457	0.9196
0.0811	8.1301	1000	0.8613	0.6485	0.8613	0.9281
0.0811	8.1463	1002	0.9165	0.6485	0.9165	0.9573
0.0811	8.1626	1004	0.9775	0.6823	0.9775	0.9887
0.0811	8.1789	1006	1.0051	0.6376	1.0051	1.0025
0.0811	8.1951	1008	1.0363	0.6376	1.0363	1.0180
0.0811	8.2114	1010	1.0460	0.6376	1.0460	1.0228
0.0811	8.2276	1012	1.0762	0.5755	1.0762	1.0374
0.0811	8.2439	1014	1.0756	0.5755	1.0756	1.0371
0.0811	8.2602	1016	1.0639	0.5755	1.0639	1.0315
0.0811	8.2764	1018	1.0542	0.5755	1.0542	1.0268
0.0811	8.2927	1020	1.0581	0.5755	1.0581	1.0286
0.0811	8.3089	1022	1.0345	0.6376	1.0345	1.0171
0.0811	8.3252	1024	1.0029	0.6823	1.0029	1.0015
0.0811	8.3415	1026	0.9968	0.6823	0.9968	0.9984
0.0811	8.3577	1028	1.0132	0.6376	1.0132	1.0066
0.0811	8.3740	1030	1.0407	0.6376	1.0407	1.0201
0.0811	8.3902	1032	1.0915	0.5755	1.0915	1.0448
0.0811	8.4065	1034	1.1152	0.5840	1.1152	1.0560
0.0811	8.4228	1036	1.1480	0.5426	1.1480	1.0715
0.0811	8.4390	1038	1.1499	0.5426	1.1499	1.0724
0.0811	8.4553	1040	1.1397	0.5755	1.1397	1.0676
0.0811	8.4715	1042	1.1231	0.5755	1.1231	1.0598
0.0811	8.4878	1044	1.1153	0.5755	1.1153	1.0561
0.0811	8.5041	1046	1.1107	0.5755	1.1107	1.0539
0.0811	8.5203	1048	1.0806	0.5755	1.0806	1.0395
0.0811	8.5366	1050	1.0496	0.5755	1.0496	1.0245
0.0811	8.5528	1052	1.0307	0.6823	1.0307	1.0152
0.0811	8.5691	1054	1.0360	0.6172	1.0360	1.0178
0.0811	8.5854	1056	1.0422	0.6172	1.0422	1.0209
0.0811	8.6016	1058	1.0662	0.5755	1.0662	1.0325
0.0811	8.6179	1060	1.0638	0.5755	1.0638	1.0314
0.0811	8.6341	1062	1.0838	0.5755	1.0838	1.0411
0.0811	8.6504	1064	1.0978	0.5755	1.0978	1.0478
0.0811	8.6667	1066	1.0985	0.5755	1.0985	1.0481
0.0811	8.6829	1068	1.0696	0.5755	1.0696	1.0342
0.0811	8.6992	1070	1.0292	0.6823	1.0292	1.0145
0.0811	8.7154	1072	1.0155	0.6823	1.0155	1.0077
0.0811	8.7317	1074	1.0255	0.6823	1.0255	1.0127
0.0811	8.7480	1076	1.0581	0.6172	1.0581	1.0287
0.0811	8.7642	1078	1.0849	0.5755	1.0849	1.0416
0.0811	8.7805	1080	1.0958	0.5755	1.0958	1.0468
0.0811	8.7967	1082	1.1150	0.5755	1.1150	1.0559
0.0811	8.8130	1084	1.1495	0.5755	1.1495	1.0721
0.0811	8.8293	1086	1.1678	0.5755	1.1678	1.0807
0.0811	8.8455	1088	1.1675	0.5755	1.1675	1.0805
0.0811	8.8618	1090	1.1473	0.5755	1.1473	1.0711
0.0811	8.8780	1092	1.1229	0.5755	1.1229	1.0597
0.0811	8.8943	1094	1.0894	0.5755	1.0894	1.0437
0.0811	8.9106	1096	1.0549	0.6172	1.0549	1.0271
0.0811	8.9268	1098	1.0300	0.6172	1.0300	1.0149
0.0811	8.9431	1100	1.0205	0.6172	1.0205	1.0102
0.0811	8.9593	1102	1.0228	0.6172	1.0228	1.0113
0.0811	8.9756	1104	1.0357	0.5755	1.0357	1.0177
0.0811	8.9919	1106	1.0540	0.5755	1.0540	1.0266
0.0811	9.0081	1108	1.0766	0.5755	1.0766	1.0376
0.0811	9.0244	1110	1.0746	0.5755	1.0746	1.0366
0.0811	9.0407	1112	1.0530	0.5755	1.0530	1.0261
0.0811	9.0569	1114	1.0394	0.5755	1.0394	1.0195
0.0811	9.0732	1116	1.0327	0.5755	1.0327	1.0162
0.0811	9.0894	1118	1.0372	0.5755	1.0372	1.0184
0.0811	9.1057	1120	1.0489	0.5755	1.0489	1.0241
0.0811	9.1220	1122	1.0407	0.5755	1.0407	1.0202
0.0811	9.1382	1124	1.0363	0.5755	1.0363	1.0180
0.0811	9.1545	1126	1.0216	0.6172	1.0216	1.0108
0.0811	9.1707	1128	1.0045	0.6823	1.0045	1.0022
0.0811	9.1870	1130	0.9883	0.6823	0.9883	0.9941
0.0811	9.2033	1132	0.9716	0.6823	0.9716	0.9857
0.0811	9.2195	1134	0.9726	0.6823	0.9726	0.9862
0.0811	9.2358	1136	0.9872	0.6823	0.9872	0.9936
0.0811	9.2520	1138	1.0172	0.6823	1.0172	1.0086
0.0811	9.2683	1140	1.0420	0.6823	1.0420	1.0208
0.0811	9.2846	1142	1.0689	0.5755	1.0689	1.0339
0.0811	9.3008	1144	1.1038	0.5840	1.1038	1.0506
0.0811	9.3171	1146	1.1435	0.5245	1.1435	1.0693
0.0811	9.3333	1148	1.1654	0.5245	1.1654	1.0795
0.0811	9.3496	1150	1.1814	0.5245	1.1814	1.0869
0.0811	9.3659	1152	1.1857	0.5245	1.1857	1.0889
0.0811	9.3821	1154	1.1739	0.5245	1.1739	1.0835
0.0811	9.3984	1156	1.1467	0.5245	1.1467	1.0709
0.0811	9.4146	1158	1.1100	0.5741	1.1100	1.0536
0.0811	9.4309	1160	1.0748	0.5755	1.0748	1.0367
0.0811	9.4472	1162	1.0401	0.6172	1.0401	1.0198
0.0811	9.4634	1164	1.0212	0.6823	1.0212	1.0106
0.0811	9.4797	1166	1.0121	0.6823	1.0121	1.0060
0.0811	9.4959	1168	1.0092	0.6823	1.0092	1.0046
0.0811	9.5122	1170	1.0143	0.6823	1.0143	1.0071
0.0811	9.5285	1172	1.0242	0.6823	1.0242	1.0120
0.0811	9.5447	1174	1.0298	0.6172	1.0298	1.0148
0.0811	9.5610	1176	1.0318	0.6172	1.0318	1.0158
0.0811	9.5772	1178	1.0276	0.6172	1.0276	1.0137
0.0811	9.5935	1180	1.0305	0.6172	1.0305	1.0151
0.0811	9.6098	1182	1.0355	0.6172	1.0355	1.0176
0.0811	9.6260	1184	1.0433	0.6172	1.0433	1.0214
0.0811	9.6423	1186	1.0526	0.6172	1.0526	1.0260
0.0811	9.6585	1188	1.0608	0.6172	1.0608	1.0299
0.0811	9.6748	1190	1.0647	0.6172	1.0647	1.0319
0.0811	9.6911	1192	1.0651	0.6172	1.0651	1.0321
0.0811	9.7073	1194	1.0659	0.6172	1.0659	1.0324
0.0811	9.7236	1196	1.0744	0.6172	1.0744	1.0365
0.0811	9.7398	1198	1.0830	0.5755	1.0830	1.0407
0.0811	9.7561	1200	1.0870	0.5755	1.0870	1.0426
0.0811	9.7724	1202	1.0894	0.5755	1.0894	1.0437
0.0811	9.7886	1204	1.0920	0.5755	1.0920	1.0450
0.0811	9.8049	1206	1.0945	0.5755	1.0945	1.0462
0.0811	9.8211	1208	1.0983	0.5755	1.0983	1.0480
0.0811	9.8374	1210	1.0991	0.5755	1.0991	1.0484
0.0811	9.8537	1212	1.0978	0.5755	1.0978	1.0478
0.0811	9.8699	1214	1.0964	0.5755	1.0964	1.0471
0.0811	9.8862	1216	1.0925	0.5755	1.0925	1.0452
0.0811	9.9024	1218	1.0880	0.5755	1.0880	1.0431
0.0811	9.9187	1220	1.0836	0.5755	1.0836	1.0410
0.0811	9.9350	1222	1.0803	0.6172	1.0803	1.0394
0.0811	9.9512	1224	1.0768	0.6172	1.0768	1.0377
0.0811	9.9675	1226	1.0747	0.6172	1.0747	1.0367
0.0811	9.9837	1228	1.0734	0.6172	1.0734	1.0360
0.0811	10.0	1230	1.0731	0.6172	1.0731	1.0359

Framework versions

Transformers 4.44.2
Pytorch 2.4.0+cu118
Datasets 2.21.0
Tokenizers 0.19.1

MayBashendy/Arabic_FineTuningAraBERT_AugV4_k10_task5_organization_fold1

Arabic_FineTuningAraBERT_AugV4_k10_task5_organization_fold1

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

MayBashendy/
Arabic_FineTuningAraBERT_AugV4_k10_task5_organization_fold1