Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0013	2	10.5811	0.0008	10.5811	3.2529
No log	0.0027	4	8.9057	0.0	8.9057	2.9842
No log	0.0040	6	7.1731	0.0	7.1731	2.6783
No log	0.0054	8	5.7123	0.0620	5.7123	2.3900
No log	0.0067	10	4.7239	0.0137	4.7239	2.1734
No log	0.0081	12	3.7304	0.0100	3.7304	1.9314
No log	0.0094	14	2.9175	0.0	2.9175	1.7081
No log	0.0108	16	2.2897	0.1689	2.2897	1.5132
No log	0.0121	18	1.7472	0.0599	1.7472	1.3218
No log	0.0135	20	1.3514	0.0365	1.3514	1.1625
No log	0.0148	22	1.0555	0.0166	1.0555	1.0274
No log	0.0162	24	0.8866	0.3592	0.8866	0.9416
No log	0.0175	26	0.8188	0.1669	0.8188	0.9049
No log	0.0189	28	0.8501	0.0570	0.8501	0.9220
No log	0.0202	30	0.9426	0.0285	0.9426	0.9709
No log	0.0216	32	0.9357	0.0570	0.9357	0.9673
No log	0.0229	34	0.9598	0.0414	0.9598	0.9797
No log	0.0243	36	0.8796	0.0570	0.8796	0.9379
No log	0.0256	38	0.9641	0.0258	0.9641	0.9819
No log	0.0270	40	0.9922	0.0157	0.9922	0.9961
No log	0.0283	42	1.0379	0.0157	1.0379	1.0188
No log	0.0296	44	0.9891	0.0258	0.9891	0.9945
No log	0.0310	46	0.7840	0.0825	0.7840	0.8855
No log	0.0323	48	0.8064	0.0570	0.8064	0.8980
No log	0.0337	50	0.8812	0.0570	0.8812	0.9387
No log	0.0350	52	0.9485	0.0213	0.9485	0.9739
No log	0.0364	54	0.8222	0.0570	0.8222	0.9068
No log	0.0377	56	0.8277	0.0414	0.8277	0.9098
No log	0.0391	58	1.1375	0.1199	1.1375	1.0665
No log	0.0404	60	1.2455	0.2507	1.2455	1.1160
No log	0.0418	62	1.0133	0.0	1.0133	1.0066
No log	0.0431	64	0.8618	0.0144	0.8618	0.9283
No log	0.0445	66	0.8998	0.1685	0.8998	0.9486
No log	0.0458	68	0.8616	0.0	0.8616	0.9282
No log	0.0472	70	1.0103	0.0	1.0103	1.0051
No log	0.0485	72	1.1963	0.0	1.1963	1.0937
No log	0.0499	74	1.2211	0.0	1.2211	1.1050
No log	0.0512	76	1.0549	0.0	1.0549	1.0271
No log	0.0526	78	0.9069	0.0	0.9069	0.9523
No log	0.0539	80	0.8391	0.0157	0.8391	0.9160
No log	0.0553	82	0.8368	0.0157	0.8368	0.9147
No log	0.0566	84	0.8338	0.0157	0.8338	0.9131
No log	0.0580	86	0.8562	0.0157	0.8562	0.9253
No log	0.0593	88	0.9986	0.0575	0.9986	0.9993
No log	0.0606	90	1.3076	0.1339	1.3076	1.1435
No log	0.0620	92	1.4120	0.0898	1.4120	1.1883
No log	0.0633	94	1.3876	0.1016	1.3876	1.1780
No log	0.0647	96	1.3662	0.1395	1.3662	1.1688
No log	0.0660	98	1.4182	0.1488	1.4182	1.1909
No log	0.0674	100	1.6512	0.1290	1.6512	1.2850
No log	0.0687	102	1.4238	0.1611	1.4238	1.1932
No log	0.0701	104	1.1613	0.2219	1.1613	1.0776
No log	0.0714	106	1.0055	0.2996	1.0055	1.0027
No log	0.0728	108	1.1857	0.2650	1.1857	1.0889
No log	0.0741	110	1.3036	0.2394	1.3036	1.1418
No log	0.0755	112	1.2430	0.2546	1.2430	1.1149
No log	0.0768	114	0.9046	0.3264	0.9046	0.9511
No log	0.0782	116	0.8726	0.3185	0.8726	0.9342
No log	0.0795	118	1.1428	0.2591	1.1428	1.0690
No log	0.0809	120	1.3895	0.2104	1.3895	1.1788
No log	0.0822	122	1.0733	0.2905	1.0733	1.0360
No log	0.0836	124	0.7849	0.3797	0.7849	0.8859
No log	0.0849	126	0.7412	0.3783	0.7412	0.8609
No log	0.0863	128	1.0250	0.3462	1.0250	1.0124
No log	0.0876	130	1.1636	0.3083	1.1636	1.0787
No log	0.0889	132	1.0063	0.3336	1.0063	1.0031
No log	0.0903	134	0.7305	0.4269	0.7305	0.8547
No log	0.0916	136	0.7246	0.4116	0.7246	0.8513
No log	0.0930	138	1.0474	0.3193	1.0474	1.0234
No log	0.0943	140	1.5103	0.2055	1.5103	1.2289
No log	0.0957	142	1.4124	0.2473	1.4124	1.1884
No log	0.0970	144	1.0609	0.3136	1.0609	1.0300
No log	0.0984	146	0.9288	0.3652	0.9288	0.9637
No log	0.0997	148	0.9264	0.3400	0.9264	0.9625
No log	0.1011	150	1.0810	0.2896	1.0810	1.0397
No log	0.1024	152	1.1386	0.2711	1.1386	1.0670
No log	0.1038	154	1.0834	0.2827	1.0834	1.0409
No log	0.1051	156	0.9615	0.3555	0.9615	0.9806
No log	0.1065	158	1.0446	0.3332	1.0446	1.0221
No log	0.1078	160	0.9549	0.3593	0.9549	0.9772
No log	0.1092	162	0.9360	0.3515	0.9360	0.9675
No log	0.1105	164	1.0987	0.3508	1.0987	1.0482
No log	0.1119	166	0.9128	0.3809	0.9128	0.9554
No log	0.1132	168	0.7202	0.4547	0.7202	0.8486
No log	0.1146	170	1.0309	0.3847	1.0309	1.0153
No log	0.1159	172	1.0796	0.3544	1.0796	1.0390
No log	0.1173	174	0.7706	0.4579	0.7706	0.8779
No log	0.1186	176	0.7283	0.4617	0.7283	0.8534
No log	0.1199	178	1.1533	0.3448	1.1533	1.0739
No log	0.1213	180	1.3567	0.2977	1.3567	1.1648
No log	0.1226	182	1.0193	0.3604	1.0193	1.0096
No log	0.1240	184	0.7009	0.4338	0.7009	0.8372
No log	0.1253	186	0.8204	0.4065	0.8204	0.9058
No log	0.1267	188	1.0813	0.3558	1.0813	1.0399
No log	0.1280	190	0.7974	0.4350	0.7974	0.8930
No log	0.1294	192	0.6715	0.4532	0.6715	0.8195
No log	0.1307	194	0.6986	0.4255	0.6986	0.8358
No log	0.1321	196	0.8477	0.4122	0.8477	0.9207
No log	0.1334	198	0.8621	0.4080	0.8621	0.9285
No log	0.1348	200	0.8465	0.4104	0.8465	0.9200
No log	0.1361	202	0.6358	0.4454	0.6358	0.7974
No log	0.1375	204	0.6147	0.4473	0.6147	0.7840
No log	0.1388	206	0.7191	0.4285	0.7191	0.8480
No log	0.1402	208	0.8683	0.4289	0.8683	0.9318
No log	0.1415	210	0.7764	0.4214	0.7764	0.8811
No log	0.1429	212	0.6388	0.4389	0.6388	0.7992
No log	0.1442	214	0.6556	0.4491	0.6556	0.8097
No log	0.1456	216	0.6786	0.4409	0.6786	0.8237
No log	0.1469	218	0.6864	0.4277	0.6864	0.8285
No log	0.1482	220	0.8028	0.4274	0.8028	0.8960
No log	0.1496	222	1.0435	0.3486	1.0435	1.0215
No log	0.1509	224	0.8602	0.4108	0.8602	0.9275
No log	0.1523	226	0.6612	0.4469	0.6612	0.8132
No log	0.1536	228	0.6709	0.4435	0.6709	0.8191
No log	0.1550	230	0.7586	0.4094	0.7586	0.8710
No log	0.1563	232	0.7449	0.4085	0.7449	0.8631
No log	0.1577	234	0.8291	0.3933	0.8291	0.9106
No log	0.1590	236	0.8645	0.3885	0.8645	0.9298
No log	0.1604	238	0.6824	0.4345	0.6824	0.8261
No log	0.1617	240	0.6721	0.4432	0.6721	0.8198
No log	0.1631	242	0.9064	0.3934	0.9064	0.9520
No log	0.1644	244	1.4432	0.2675	1.4432	1.2013
No log	0.1658	246	1.3568	0.2838	1.3568	1.1648
No log	0.1671	248	0.8528	0.3823	0.8528	0.9235
No log	0.1685	250	0.6743	0.4287	0.6743	0.8212
No log	0.1698	252	0.7014	0.4323	0.7014	0.8375
No log	0.1712	254	1.0023	0.3479	1.0023	1.0011
No log	0.1725	256	1.1128	0.3230	1.1128	1.0549
No log	0.1739	258	0.8414	0.3613	0.8414	0.9173
No log	0.1752	260	0.6597	0.4268	0.6597	0.8122
No log	0.1765	262	0.6532	0.4347	0.6532	0.8082
No log	0.1779	264	0.7560	0.4012	0.7560	0.8695
No log	0.1792	266	0.9976	0.3612	0.9976	0.9988
No log	0.1806	268	0.8823	0.3761	0.8823	0.9393
No log	0.1819	270	0.7464	0.4277	0.7464	0.8640
No log	0.1833	272	0.7276	0.4399	0.7276	0.8530
No log	0.1846	274	0.8912	0.3856	0.8912	0.9440
No log	0.1860	276	1.0818	0.3922	1.0818	1.0401
No log	0.1873	278	1.4715	0.2796	1.4715	1.2130
No log	0.1887	280	1.5875	0.2472	1.5875	1.2600
No log	0.1900	282	1.1775	0.3151	1.1775	1.0851
No log	0.1914	284	0.7704	0.3941	0.7704	0.8777
No log	0.1927	286	0.7600	0.3809	0.7600	0.8718
No log	0.1941	288	1.0174	0.3246	1.0174	1.0087
No log	0.1954	290	1.1030	0.3001	1.1030	1.0502
No log	0.1968	292	0.9231	0.3649	0.9231	0.9608
No log	0.1981	294	0.8079	0.3908	0.8079	0.8988
No log	0.1995	296	0.9943	0.3767	0.9943	0.9971
No log	0.2008	298	0.9802	0.3809	0.9802	0.9901
No log	0.2022	300	0.8392	0.4101	0.8392	0.9161
No log	0.2035	302	0.8688	0.4038	0.8688	0.9321
No log	0.2049	304	0.9350	0.3742	0.9350	0.9670
No log	0.2062	306	0.9356	0.3799	0.9356	0.9673
No log	0.2075	308	0.9479	0.3807	0.9479	0.9736
No log	0.2089	310	0.8438	0.4013	0.8438	0.9186
No log	0.2102	312	0.9236	0.3875	0.9236	0.9610
No log	0.2116	314	1.0179	0.3669	1.0179	1.0089
No log	0.2129	316	0.9208	0.3873	0.9208	0.9596
No log	0.2143	318	1.0032	0.3682	1.0032	1.0016
No log	0.2156	320	0.8914	0.4083	0.8914	0.9442
No log	0.2170	322	0.7611	0.4211	0.7611	0.8724
No log	0.2183	324	0.7682	0.4159	0.7682	0.8765
No log	0.2197	326	1.0702	0.3654	1.0702	1.0345
No log	0.2210	328	1.1214	0.3496	1.1214	1.0590
No log	0.2224	330	0.8195	0.4130	0.8195	0.9052
No log	0.2237	332	0.7365	0.4283	0.7365	0.8582
No log	0.2251	334	0.8308	0.3968	0.8308	0.9115
No log	0.2264	336	1.0947	0.3228	1.0947	1.0463
No log	0.2278	338	1.0242	0.3501	1.0242	1.0120
No log	0.2291	340	0.8364	0.3961	0.8364	0.9145
No log	0.2305	342	0.9489	0.3793	0.9489	0.9741
No log	0.2318	344	0.8339	0.4233	0.8339	0.9132
No log	0.2332	346	0.8670	0.4100	0.8670	0.9311
No log	0.2345	348	1.1602	0.3376	1.1602	1.0771
No log	0.2358	350	1.1168	0.3432	1.1168	1.0568
No log	0.2372	352	0.8015	0.4189	0.8015	0.8952
No log	0.2385	354	0.6877	0.4378	0.6877	0.8293
No log	0.2399	356	0.8005	0.4356	0.8005	0.8947
No log	0.2412	358	1.1409	0.3536	1.1409	1.0681
No log	0.2426	360	1.0409	0.3696	1.0409	1.0203
No log	0.2439	362	0.8313	0.4201	0.8313	0.9118
No log	0.2453	364	0.9236	0.3936	0.9236	0.9610
No log	0.2466	366	1.0742	0.3532	1.0742	1.0364
No log	0.2480	368	1.0765	0.3541	1.0765	1.0375
No log	0.2493	370	0.8764	0.3849	0.8764	0.9362
No log	0.2507	372	0.7079	0.3986	0.7079	0.8414
No log	0.2520	374	0.7489	0.4140	0.7489	0.8654
No log	0.2534	376	0.9606	0.3763	0.9606	0.9801
No log	0.2547	378	0.8866	0.4319	0.8866	0.9416
No log	0.2561	380	0.7543	0.4360	0.7543	0.8685
No log	0.2574	382	0.6755	0.4039	0.6755	0.8219
No log	0.2588	384	0.6742	0.4201	0.6742	0.8211
No log	0.2601	386	0.6622	0.4191	0.6622	0.8138
No log	0.2615	388	0.6698	0.4257	0.6698	0.8184
No log	0.2628	390	0.6471	0.4311	0.6471	0.8044
No log	0.2642	392	0.6671	0.4561	0.6671	0.8168
No log	0.2655	394	0.6972	0.4613	0.6972	0.8350
No log	0.2668	396	0.6462	0.4692	0.6462	0.8039
No log	0.2682	398	0.6688	0.4379	0.6688	0.8178
No log	0.2695	400	0.6691	0.4372	0.6691	0.8180
No log	0.2709	402	0.6506	0.4840	0.6506	0.8066
No log	0.2722	404	0.9065	0.4315	0.9065	0.9521
No log	0.2736	406	0.8650	0.4361	0.8650	0.9301
No log	0.2749	408	0.6707	0.4856	0.6707	0.8190
No log	0.2763	410	0.6052	0.4566	0.6052	0.7780
No log	0.2776	412	0.6286	0.4764	0.6286	0.7928
No log	0.2790	414	0.9109	0.4331	0.9109	0.9544
No log	0.2803	416	1.0880	0.3796	1.0880	1.0431
No log	0.2817	418	0.8431	0.4489	0.8431	0.9182
No log	0.2830	420	0.6353	0.4767	0.6353	0.7971
No log	0.2844	422	0.6168	0.4968	0.6168	0.7854
No log	0.2857	424	0.7999	0.4678	0.7999	0.8944
No log	0.2871	426	1.2296	0.3533	1.2296	1.1089
No log	0.2884	428	1.1615	0.3610	1.1615	1.0777
No log	0.2898	430	0.7508	0.4561	0.7508	0.8665
No log	0.2911	432	0.6048	0.4886	0.6048	0.7777
No log	0.2925	434	0.6334	0.4856	0.6334	0.7959
No log	0.2938	436	0.6254	0.4832	0.6254	0.7908
No log	0.2951	438	0.8002	0.4663	0.8002	0.8945
No log	0.2965	440	0.9766	0.4290	0.9766	0.9882
No log	0.2978	442	0.8530	0.4411	0.8530	0.9236
No log	0.2992	444	0.6575	0.4655	0.6575	0.8109
No log	0.3005	446	0.6444	0.4577	0.6444	0.8028
No log	0.3019	448	0.7331	0.4614	0.7331	0.8562
No log	0.3032	450	1.0204	0.3673	1.0204	1.0101
No log	0.3046	452	1.0615	0.3406	1.0615	1.0303
No log	0.3059	454	0.8207	0.4320	0.8207	0.9060
No log	0.3073	456	0.6678	0.4298	0.6678	0.8172
No log	0.3086	458	0.6599	0.4278	0.6599	0.8123
No log	0.3100	460	0.7576	0.4433	0.7576	0.8704
No log	0.3113	462	1.0465	0.3469	1.0465	1.0230
No log	0.3127	464	1.0285	0.3473	1.0285	1.0141
No log	0.3140	466	0.7448	0.4555	0.7448	0.8630
No log	0.3154	468	0.6157	0.4311	0.6157	0.7846
No log	0.3167	470	0.6163	0.4483	0.6163	0.7851
No log	0.3181	472	0.6676	0.4833	0.6676	0.8171
No log	0.3194	474	0.7954	0.4540	0.7954	0.8918
No log	0.3208	476	0.8580	0.4288	0.8580	0.9263
No log	0.3221	478	0.7167	0.4940	0.7167	0.8466
No log	0.3235	480	0.6004	0.4974	0.6004	0.7749
No log	0.3248	482	0.5879	0.4957	0.5879	0.7668
No log	0.3261	484	0.5883	0.4955	0.5883	0.7670
No log	0.3275	486	0.6046	0.5070	0.6046	0.7775
No log	0.3288	488	0.5917	0.4956	0.5917	0.7693
No log	0.3302	490	0.5920	0.4910	0.5920	0.7694
No log	0.3315	492	0.6016	0.4813	0.6016	0.7756
No log	0.3329	494	0.6130	0.4685	0.6130	0.7829
No log	0.3342	496	0.6596	0.4592	0.6596	0.8122
No log	0.3356	498	0.7338	0.3933	0.7338	0.8566
0.8886	0.3369	500	0.6833	0.4383	0.6833	0.8266
0.8886	0.3383	502	0.6280	0.4839	0.6280	0.7925
0.8886	0.3396	504	0.6448	0.4887	0.6448	0.8030
0.8886	0.3410	506	0.7727	0.4310	0.7727	0.8790
0.8886	0.3423	508	0.7240	0.4460	0.7240	0.8509
0.8886	0.3437	510	0.6233	0.5216	0.6233	0.7895
0.8886	0.3450	512	0.6183	0.5115	0.6183	0.7863
0.8886	0.3464	514	0.6277	0.4820	0.6277	0.7923
0.8886	0.3477	516	0.6606	0.4658	0.6606	0.8128
0.8886	0.3491	518	0.6000	0.4648	0.6000	0.7746
0.8886	0.3504	520	0.6147	0.5079	0.6147	0.7840
0.8886	0.3518	522	0.6144	0.5252	0.6144	0.7838
0.8886	0.3531	524	0.5992	0.5251	0.5992	0.7741
0.8886	0.3544	526	0.6051	0.5210	0.6051	0.7779
0.8886	0.3558	528	0.6448	0.5511	0.6448	0.8030
0.8886	0.3571	530	0.7811	0.4959	0.7811	0.8838
0.8886	0.3585	532	0.6779	0.5335	0.6779	0.8234
0.8886	0.3598	534	0.6249	0.5046	0.6249	0.7905
0.8886	0.3612	536	0.6316	0.5150	0.6316	0.7947
0.8886	0.3625	538	0.7892	0.4954	0.7892	0.8883
0.8886	0.3639	540	0.8384	0.4757	0.8384	0.9157
0.8886	0.3652	542	0.6611	0.4932	0.6611	0.8131
0.8886	0.3666	544	0.6309	0.5078	0.6309	0.7943
0.8886	0.3679	546	0.6468	0.4763	0.6468	0.8042
0.8886	0.3693	548	0.6351	0.4771	0.6351	0.7969
0.8886	0.3706	550	0.6271	0.4695	0.6271	0.7919
0.8886	0.3720	552	0.7629	0.4447	0.7629	0.8735
0.8886	0.3733	554	0.7802	0.4437	0.7802	0.8833
0.8886	0.3747	556	0.6321	0.4575	0.6321	0.7951
0.8886	0.3760	558	0.6106	0.4719	0.6106	0.7814
0.8886	0.3774	560	0.6284	0.4863	0.6284	0.7927
0.8886	0.3787	562	0.7398	0.4485	0.7398	0.8601
0.8886	0.3801	564	0.6676	0.4865	0.6676	0.8171
0.8886	0.3814	566	0.6261	0.4903	0.6261	0.7913
0.8886	0.3827	568	0.6590	0.4755	0.6590	0.8118
0.8886	0.3841	570	0.7022	0.4910	0.7022	0.8380
0.8886	0.3854	572	0.9909	0.4245	0.9909	0.9954
0.8886	0.3868	574	0.9940	0.4173	0.9940	0.9970
0.8886	0.3881	576	0.6833	0.5021	0.6833	0.8266
0.8886	0.3895	578	0.5895	0.5006	0.5895	0.7678
0.8886	0.3908	580	0.6083	0.4936	0.6083	0.7799
0.8886	0.3922	582	0.6169	0.5076	0.6169	0.7855
0.8886	0.3935	584	0.7925	0.4795	0.7925	0.8902
0.8886	0.3949	586	0.7574	0.4881	0.7574	0.8703
0.8886	0.3962	588	0.6258	0.5094	0.6258	0.7911
0.8886	0.3976	590	0.5737	0.5211	0.5737	0.7574
0.8886	0.3989	592	0.6064	0.4933	0.6064	0.7787
0.8886	0.4003	594	0.8133	0.4836	0.8133	0.9019
0.8886	0.4016	596	0.7936	0.4849	0.7936	0.8909
0.8886	0.4030	598	0.6128	0.5263	0.6128	0.7828
0.8886	0.4043	600	0.5739	0.5108	0.5739	0.7575
0.8886	0.4057	602	0.5726	0.5537	0.5726	0.7567
0.8886	0.4070	604	0.7374	0.5056	0.7374	0.8587
0.8886	0.4084	606	0.8802	0.4609	0.8802	0.9382
0.8886	0.4097	608	0.7231	0.4940	0.7231	0.8504
0.8886	0.4111	610	0.5937	0.5349	0.5937	0.7705
0.8886	0.4124	612	0.5950	0.5015	0.5950	0.7714
0.8886	0.4137	614	0.5882	0.5311	0.5882	0.7670
0.8886	0.4151	616	0.6912	0.5299	0.6912	0.8314
0.8886	0.4164	618	1.1579	0.3907	1.1579	1.0761
0.8886	0.4178	620	1.2051	0.3791	1.2051	1.0978
0.8886	0.4191	622	0.8589	0.4701	0.8589	0.9268
0.8886	0.4205	624	0.6139	0.5024	0.6139	0.7835
0.8886	0.4218	626	0.6045	0.4873	0.6045	0.7775
0.8886	0.4232	628	0.6462	0.4823	0.6462	0.8039
0.8886	0.4245	630	0.9116	0.4056	0.9116	0.9548
0.8886	0.4259	632	1.0188	0.3786	1.0188	1.0094
0.8886	0.4272	634	0.8127	0.4724	0.8127	0.9015
0.8886	0.4286	636	0.6348	0.4912	0.6348	0.7968
0.8886	0.4299	638	0.6171	0.4946	0.6171	0.7855
0.8886	0.4313	640	0.6694	0.4626	0.6694	0.8182
0.8886	0.4326	642	0.8400	0.4635	0.8400	0.9165
0.8886	0.4340	644	0.8112	0.4752	0.8112	0.9007
0.8886	0.4353	646	0.6308	0.4770	0.6308	0.7942
0.8886	0.4367	648	0.6043	0.4927	0.6043	0.7774
0.8886	0.4380	650	0.6049	0.5027	0.6049	0.7778
0.8886	0.4394	652	0.6504	0.5469	0.6504	0.8065
0.8886	0.4407	654	0.7418	0.5084	0.7418	0.8613
0.8886	0.4420	656	0.6550	0.5547	0.6550	0.8093
0.8886	0.4434	658	0.6172	0.5414	0.6172	0.7856
0.8886	0.4447	660	0.6241	0.5498	0.6241	0.7900
0.8886	0.4461	662	0.6136	0.5545	0.6136	0.7833
0.8886	0.4474	664	0.6260	0.5588	0.6260	0.7912
0.8886	0.4488	666	0.6284	0.5510	0.6284	0.7927
0.8886	0.4501	668	0.6721	0.5335	0.6721	0.8198
0.8886	0.4515	670	0.6546	0.5397	0.6546	0.8091
0.8886	0.4528	672	0.6022	0.5230	0.6022	0.7760
0.8886	0.4542	674	0.6096	0.5169	0.6096	0.7808
0.8886	0.4555	676	0.6200	0.5205	0.6200	0.7874
0.8886	0.4569	678	0.6589	0.5047	0.6589	0.8117
0.8886	0.4582	680	0.6898	0.5018	0.6898	0.8306
0.8886	0.4596	682	0.6123	0.5079	0.6123	0.7825
0.8886	0.4609	684	0.6032	0.5115	0.6032	0.7766
0.8886	0.4623	686	0.5861	0.5149	0.5861	0.7656
0.8886	0.4636	688	0.5847	0.5403	0.5847	0.7647
0.8886	0.4650	690	0.5934	0.5304	0.5934	0.7703
0.8886	0.4663	692	0.6398	0.5184	0.6398	0.7999
0.8886	0.4677	694	0.6212	0.5267	0.6212	0.7882
0.8886	0.4690	696	0.6031	0.5207	0.6031	0.7766
0.8886	0.4704	698	0.6113	0.5137	0.6113	0.7819
0.8886	0.4717	700	0.7074	0.4793	0.7074	0.8410
0.8886	0.4730	702	0.8688	0.4827	0.8688	0.9321
0.8886	0.4744	704	0.7422	0.4639	0.7422	0.8615
0.8886	0.4757	706	0.6356	0.5009	0.6356	0.7972
0.8886	0.4771	708	0.6387	0.5012	0.6387	0.7992
0.8886	0.4784	710	0.6496	0.4880	0.6496	0.8060
0.8886	0.4798	712	0.7118	0.4670	0.7118	0.8437
0.8886	0.4811	714	0.7418	0.4688	0.7418	0.8613
0.8886	0.4825	716	0.6383	0.5196	0.6383	0.7990
0.8886	0.4838	718	0.6710	0.4715	0.6710	0.8191
0.8886	0.4852	720	0.7133	0.4639	0.7133	0.8446
0.8886	0.4865	722	0.6087	0.4985	0.6087	0.7802
0.8886	0.4879	724	0.6341	0.5299	0.6341	0.7963
0.8886	0.4892	726	0.6701	0.5121	0.6701	0.8186
0.8886	0.4906	728	0.5883	0.5426	0.5883	0.7670
0.8886	0.4919	730	0.6017	0.5168	0.6017	0.7757
0.8886	0.4933	732	0.5902	0.5071	0.5902	0.7682
0.8886	0.4946	734	0.5831	0.5652	0.5831	0.7636
0.8886	0.4960	736	0.5897	0.5566	0.5897	0.7679
0.8886	0.4973	738	0.5896	0.5419	0.5896	0.7678
0.8886	0.4987	740	0.6061	0.5470	0.6061	0.7785
0.8886	0.5	742	0.6650	0.5532	0.6650	0.8155
0.8886	0.5013	744	0.7677	0.5265	0.7677	0.8762
0.8886	0.5027	746	0.7323	0.5247	0.7323	0.8558
0.8886	0.5040	748	0.6605	0.5151	0.6605	0.8127
0.8886	0.5054	750	0.6678	0.5131	0.6678	0.8172
0.8886	0.5067	752	0.8196	0.4965	0.8196	0.9053
0.8886	0.5081	754	0.8539	0.4931	0.8539	0.9241
0.8886	0.5094	756	0.6753	0.4794	0.6753	0.8218
0.8886	0.5108	758	0.6148	0.5107	0.6148	0.7841
0.8886	0.5121	760	0.6183	0.5011	0.6183	0.7864
0.8886	0.5135	762	0.6836	0.5184	0.6836	0.8268
0.8886	0.5148	764	0.7746	0.5061	0.7746	0.8801
0.8886	0.5162	766	0.6891	0.5316	0.6891	0.8301
0.8886	0.5175	768	0.6065	0.5252	0.6065	0.7788
0.8886	0.5189	770	0.6187	0.5149	0.6187	0.7866
0.8886	0.5202	772	0.6039	0.5286	0.6039	0.7771
0.8886	0.5216	774	0.6593	0.5331	0.6593	0.8120
0.8886	0.5229	776	0.7326	0.5116	0.7326	0.8559
0.8886	0.5243	778	0.6366	0.5064	0.6366	0.7978
0.8886	0.5256	780	0.6079	0.5103	0.6079	0.7796
0.8886	0.5270	782	0.6180	0.5012	0.6180	0.7861
0.8886	0.5283	784	0.6193	0.5245	0.6193	0.7870
0.8886	0.5296	786	0.7917	0.5191	0.7917	0.8898
0.8886	0.5310	788	0.9200	0.4791	0.9200	0.9591
0.8886	0.5323	790	0.7907	0.5275	0.7907	0.8892
0.8886	0.5337	792	0.6384	0.5388	0.6384	0.7990
0.8886	0.5350	794	0.6365	0.5298	0.6365	0.7978
0.8886	0.5364	796	0.8010	0.5105	0.8010	0.8950
0.8886	0.5377	798	0.9881	0.4449	0.9881	0.9940
0.8886	0.5391	800	0.8219	0.4953	0.8219	0.9066
0.8886	0.5404	802	0.6269	0.4964	0.6269	0.7918
0.8886	0.5418	804	0.6163	0.5016	0.6163	0.7850
0.8886	0.5431	806	0.6943	0.4973	0.6943	0.8333
0.8886	0.5445	808	0.7021	0.4981	0.7021	0.8379
0.8886	0.5458	810	0.6185	0.5013	0.6185	0.7864
0.8886	0.5472	812	0.6129	0.4971	0.6129	0.7829
0.8886	0.5485	814	0.6390	0.5089	0.6390	0.7994
0.8886	0.5499	816	0.6552	0.5252	0.6552	0.8095
0.8886	0.5512	818	0.6749	0.5160	0.6749	0.8215
0.8886	0.5526	820	0.6506	0.5283	0.6506	0.8066
0.8886	0.5539	822	0.6358	0.5285	0.6358	0.7974
0.8886	0.5553	824	0.6488	0.5231	0.6488	0.8055
0.8886	0.5566	826	0.6698	0.5158	0.6698	0.8184
0.8886	0.5580	828	0.7035	0.5419	0.7035	0.8388
0.8886	0.5593	830	0.6011	0.5753	0.6011	0.7753
0.8886	0.5606	832	0.6068	0.5406	0.6068	0.7790
0.8886	0.5620	834	0.5867	0.5456	0.5867	0.7659
0.8886	0.5633	836	0.5819	0.5789	0.5819	0.7628
0.8886	0.5647	838	0.5800	0.5689	0.5800	0.7616
0.8886	0.5660	840	0.5677	0.5779	0.5677	0.7535
0.8886	0.5674	842	0.5765	0.5515	0.5765	0.7593
0.8886	0.5687	844	0.5772	0.5552	0.5772	0.7597
0.8886	0.5701	846	0.5762	0.5602	0.5762	0.7591
0.8886	0.5714	848	0.5926	0.5500	0.5926	0.7698
0.8886	0.5728	850	0.6460	0.5229	0.6460	0.8038
0.8886	0.5741	852	0.6065	0.5662	0.6065	0.7788
0.8886	0.5755	854	0.6202	0.5889	0.6202	0.7875
0.8886	0.5768	856	0.5953	0.5707	0.5953	0.7716
0.8886	0.5782	858	0.6726	0.5242	0.6726	0.8201
0.8886	0.5795	860	0.7579	0.4935	0.7579	0.8706
0.8886	0.5809	862	0.7016	0.5110	0.7016	0.8376
0.8886	0.5822	864	0.6121	0.5572	0.6121	0.7823
0.8886	0.5836	866	0.6065	0.5528	0.6065	0.7788
0.8886	0.5849	868	0.6408	0.5425	0.6408	0.8005
0.8886	0.5863	870	0.6801	0.5230	0.6801	0.8247
0.8886	0.5876	872	0.7114	0.5153	0.7114	0.8434
0.8886	0.5889	874	0.6436	0.5457	0.6436	0.8023
0.8886	0.5903	876	0.6213	0.5550	0.6213	0.7883
0.8886	0.5916	878	0.6472	0.5352	0.6472	0.8045
0.8886	0.5930	880	0.7668	0.4761	0.7668	0.8757
0.8886	0.5943	882	0.7010	0.5094	0.7010	0.8373
0.8886	0.5957	884	0.6061	0.5628	0.6061	0.7785
0.8886	0.5970	886	0.6055	0.5788	0.6055	0.7781
0.8886	0.5984	888	0.6053	0.5589	0.6053	0.7780
0.8886	0.5997	890	0.8377	0.4141	0.8377	0.9153
0.8886	0.6011	892	1.0153	0.3647	1.0153	1.0076
0.8886	0.6024	894	0.8594	0.4144	0.8594	0.9271
0.8886	0.6038	896	0.6213	0.5306	0.6213	0.7883
0.8886	0.6051	898	0.6243	0.5704	0.6243	0.7901
0.8886	0.6065	900	0.6526	0.5565	0.6526	0.8079
0.8886	0.6078	902	0.5887	0.5811	0.5887	0.7672
0.8886	0.6092	904	0.6543	0.4968	0.6543	0.8089
0.8886	0.6105	906	0.7276	0.4584	0.7276	0.8530
0.8886	0.6119	908	0.6439	0.5038	0.6439	0.8025
0.8886	0.6132	910	0.5854	0.5743	0.5854	0.7651
0.8886	0.6146	912	0.6001	0.5891	0.6001	0.7747
0.8886	0.6159	914	0.5869	0.5667	0.5869	0.7661
0.8886	0.6173	916	0.5990	0.5207	0.5990	0.7739
0.8886	0.6186	918	0.6286	0.4985	0.6286	0.7928
0.8886	0.6199	920	0.5859	0.5558	0.5859	0.7654
0.8886	0.6213	922	0.6860	0.5502	0.6860	0.8283
0.8886	0.6226	924	0.8357	0.4778	0.8357	0.9141
0.8886	0.6240	926	0.7660	0.5245	0.7660	0.8752
0.8886	0.6253	928	0.5910	0.5411	0.5910	0.7688
0.8886	0.6267	930	0.5965	0.5203	0.5965	0.7724
0.8886	0.6280	932	0.6205	0.5002	0.6205	0.7877
0.8886	0.6294	934	0.5773	0.5022	0.5773	0.7598
0.8886	0.6307	936	0.6992	0.5276	0.6992	0.8362
0.8886	0.6321	938	0.9069	0.4633	0.9069	0.9523
0.8886	0.6334	940	0.8460	0.4822	0.8460	0.9198
0.8886	0.6348	942	0.6367	0.5528	0.6367	0.7979
0.8886	0.6361	944	0.5888	0.5050	0.5888	0.7673
0.8886	0.6375	946	0.5886	0.5227	0.5886	0.7672
0.8886	0.6388	948	0.6420	0.5420	0.6420	0.8013
0.8886	0.6402	950	0.6484	0.5366	0.6484	0.8052
0.8886	0.6415	952	0.5952	0.5198	0.5952	0.7715
0.8886	0.6429	954	0.5935	0.5144	0.5935	0.7704
0.8886	0.6442	956	0.6129	0.5423	0.6129	0.7829
0.8886	0.6456	958	0.6161	0.5388	0.6161	0.7849
0.8886	0.6469	960	0.6558	0.5430	0.6558	0.8098
0.8886	0.6482	962	0.6997	0.5275	0.6997	0.8365
0.8886	0.6496	964	0.6171	0.5454	0.6171	0.7855
0.8886	0.6509	966	0.6071	0.5216	0.6071	0.7792
0.8886	0.6523	968	0.6275	0.5512	0.6275	0.7921
0.8886	0.6536	970	0.7082	0.5145	0.7082	0.8415
0.8886	0.6550	972	0.7425	0.5094	0.7425	0.8617
0.8886	0.6563	974	0.6631	0.5386	0.6631	0.8143
0.8886	0.6577	976	0.6126	0.5014	0.6126	0.7827
0.8886	0.6590	978	0.6240	0.5157	0.6240	0.7899
0.8886	0.6604	980	0.7241	0.5154	0.7241	0.8510
0.8886	0.6617	982	0.7389	0.5136	0.7389	0.8596
0.8886	0.6631	984	0.6691	0.5182	0.6691	0.8180
0.8886	0.6644	986	0.6234	0.4941	0.6234	0.7896
0.8886	0.6658	988	0.6280	0.5040	0.6280	0.7925
0.8886	0.6671	990	0.7031	0.5198	0.7031	0.8385
0.8886	0.6685	992	0.7394	0.5202	0.7394	0.8599
0.8886	0.6698	994	0.6339	0.5292	0.6339	0.7962
0.8886	0.6712	996	0.6090	0.5017	0.6090	0.7804
0.8886	0.6725	998	0.6674	0.4814	0.6674	0.8170
0.3967	0.6739	1000	0.6078	0.5030	0.6078	0.7796
0.3967	0.6752	1002	0.6203	0.5536	0.6203	0.7876
0.3967	0.6765	1004	0.7012	0.5399	0.7012	0.8374
0.3967	0.6779	1006	0.6274	0.5544	0.6274	0.7921
0.3967	0.6792	1008	0.5924	0.5101	0.5924	0.7697
0.3967	0.6806	1010	0.7083	0.4951	0.7083	0.8416
0.3967	0.6819	1012	0.6840	0.4693	0.6840	0.8270
0.3967	0.6833	1014	0.5979	0.5211	0.5979	0.7733
0.3967	0.6846	1016	0.6253	0.5362	0.6253	0.7908
0.3967	0.6860	1018	0.6554	0.5320	0.6554	0.8096
0.3967	0.6873	1020	0.6086	0.5229	0.6086	0.7801
0.3967	0.6887	1022	0.6768	0.4749	0.6768	0.8227
0.3967	0.6900	1024	0.7631	0.4595	0.7631	0.8735
0.3967	0.6914	1026	0.6689	0.4780	0.6689	0.8179
0.3967	0.6927	1028	0.6416	0.5354	0.6416	0.8010
0.3967	0.6941	1030	0.7298	0.5467	0.7298	0.8543
0.3967	0.6954	1032	0.6686	0.5321	0.6686	0.8177
0.3967	0.6968	1034	0.6165	0.4734	0.6165	0.7852
0.3967	0.6981	1036	0.6554	0.4748	0.6554	0.8096
0.3967	0.6995	1038	0.6330	0.4536	0.6330	0.7956
0.3967	0.7008	1040	0.6695	0.4791	0.6695	0.8183
0.3967	0.7022	1042	0.8105	0.4870	0.8105	0.9003

Framework versions

Transformers 4.44.2
Pytorch 2.4.0+cu118
Datasets 2.21.0
Tokenizers 0.19.1

MayBashendy/ASAP_FineTuningBERT_AugV4_k15_task1_organization_fold3

ASAP_FineTuningBERT_AugV4_k15_task1_organization_fold3

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

MayBashendy/
ASAP_FineTuningBERT_AugV4_k15_task1_organization_fold3