Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0187	2	6.3677	0.0058	6.3677	2.5234
No log	0.0374	4	3.5423	-0.0249	3.5423	1.8821
No log	0.0561	6	1.7669	0.0285	1.7669	1.3293
No log	0.0748	8	1.4575	0.0248	1.4575	1.2073
No log	0.0935	10	1.3408	-0.0317	1.3408	1.1579
No log	0.1121	12	1.3312	-0.0566	1.3312	1.1538
No log	0.1308	14	1.1876	0.0070	1.1876	1.0898
No log	0.1495	16	1.2295	0.0180	1.2295	1.1088
No log	0.1682	18	1.1228	0.0216	1.1228	1.0596
No log	0.1869	20	1.1917	0.0210	1.1917	1.0917
No log	0.2056	22	1.2358	0.0719	1.2358	1.1117
No log	0.2243	24	1.4126	0.0376	1.4126	1.1885
No log	0.2430	26	1.3088	0.0904	1.3088	1.1440
No log	0.2617	28	1.0929	0.0849	1.0929	1.0454
No log	0.2804	30	0.9701	0.0680	0.9701	0.9849
No log	0.2991	32	0.9279	0.1609	0.9279	0.9633
No log	0.3178	34	1.2163	0.1747	1.2163	1.1029
No log	0.3364	36	1.8183	0.0698	1.8183	1.3484
No log	0.3551	38	2.0760	0.0139	2.0760	1.4408
No log	0.3738	40	1.8769	0.0492	1.8769	1.3700
No log	0.3925	42	1.3831	0.1572	1.3831	1.1761
No log	0.4112	44	1.0038	0.1705	1.0038	1.0019
No log	0.4299	46	0.8497	0.1273	0.8497	0.9218
No log	0.4486	48	1.0230	0.0961	1.0230	1.0114
No log	0.4673	50	1.4571	0.0215	1.4571	1.2071
No log	0.4860	52	1.4691	0.0118	1.4691	1.2121
No log	0.5047	54	1.1748	0.1164	1.1748	1.0839
No log	0.5234	56	0.8505	0.0212	0.8505	0.9222
No log	0.5421	58	0.6969	0.0609	0.6969	0.8348
No log	0.5607	60	0.6886	0.0814	0.6886	0.8298
No log	0.5794	62	0.7345	-0.0303	0.7345	0.8570
No log	0.5981	64	0.7593	0.0741	0.7593	0.8714
No log	0.6168	66	0.7397	0.0741	0.7397	0.8600
No log	0.6355	68	0.8615	0.1273	0.8615	0.9282
No log	0.6542	70	0.8819	0.1273	0.8819	0.9391
No log	0.6729	72	0.7905	0.0876	0.7905	0.8891
No log	0.6916	74	0.7226	0.0118	0.7226	0.8501
No log	0.7103	76	0.7076	0.0402	0.7076	0.8412
No log	0.7290	78	0.7942	0.0315	0.7942	0.8912
No log	0.7477	80	0.9570	0.1333	0.9570	0.9782
No log	0.7664	82	1.2221	0.1229	1.2221	1.1055
No log	0.7850	84	1.2338	0.1229	1.2338	1.1108
No log	0.8037	86	1.0486	0.1336	1.0486	1.0240
No log	0.8224	88	0.7782	0.1754	0.7782	0.8821
No log	0.8411	90	0.6739	0.0141	0.6739	0.8209
No log	0.8598	92	0.6689	0.0898	0.6689	0.8179
No log	0.8785	94	0.6854	0.1319	0.6854	0.8279
No log	0.8972	96	0.6823	0.0898	0.6823	0.8260
No log	0.9159	98	0.7074	0.1982	0.7074	0.8410
No log	0.9346	100	0.8009	0.1182	0.8009	0.8949
No log	0.9533	102	1.0775	0.1230	1.0775	1.0380
No log	0.9720	104	1.1393	0.1135	1.1393	1.0674
No log	0.9907	106	0.9956	0.1409	0.9956	0.9978
No log	1.0093	108	0.9016	0.1000	0.9016	0.9495
No log	1.0280	110	0.7838	0.1223	0.7838	0.8853
No log	1.0467	112	0.7548	-0.0253	0.7548	0.8688
No log	1.0654	114	0.7071	-0.0231	0.7071	0.8409
No log	1.0841	116	0.7298	0.1647	0.7298	0.8543
No log	1.1028	118	0.8282	0.0972	0.8282	0.9100
No log	1.1215	120	0.7945	0.1857	0.7945	0.8913
No log	1.1402	122	0.7171	0.0835	0.7171	0.8468
No log	1.1589	124	0.7393	0.1212	0.7393	0.8598
No log	1.1776	126	0.7814	0.1222	0.7814	0.8839
No log	1.1963	128	0.8225	0.1927	0.8225	0.9069
No log	1.2150	130	0.8832	0.1860	0.8832	0.9398
No log	1.2336	132	0.8795	0.2449	0.8795	0.9378
No log	1.2523	134	0.8964	0.1034	0.8964	0.9468
No log	1.2710	136	0.9833	0.1221	0.9833	0.9916
No log	1.2897	138	0.9252	0.0892	0.9252	0.9619
No log	1.3084	140	0.8067	0.1192	0.8067	0.8982
No log	1.3271	142	0.7673	0.1959	0.7673	0.8760
No log	1.3458	144	0.7462	0.1802	0.7462	0.8638
No log	1.3645	146	0.7085	0.1243	0.7085	0.8417
No log	1.3832	148	0.6896	0.0992	0.6896	0.8304
No log	1.4019	150	0.6947	0.1570	0.6947	0.8335
No log	1.4206	152	0.6931	0.1570	0.6931	0.8325
No log	1.4393	154	0.6903	0.1599	0.6903	0.8308
No log	1.4579	156	0.7122	0.2533	0.7122	0.8439
No log	1.4766	158	0.7705	0.1957	0.7705	0.8778
No log	1.4953	160	0.7525	0.3209	0.7525	0.8675
No log	1.5140	162	0.7639	0.2323	0.7639	0.8740
No log	1.5327	164	0.7849	0.2697	0.7849	0.8859
No log	1.5514	166	0.8073	0.2171	0.8073	0.8985
No log	1.5701	168	0.8747	0.1520	0.8747	0.9353
No log	1.5888	170	0.9333	0.1366	0.9333	0.9661
No log	1.6075	172	0.8724	0.1336	0.8724	0.9340
No log	1.6262	174	0.7872	0.1080	0.7872	0.8872
No log	1.6449	176	0.9113	0.1775	0.9113	0.9546
No log	1.6636	178	0.8961	0.1359	0.8961	0.9466
No log	1.6822	180	0.7940	0.0295	0.7940	0.8911
No log	1.7009	182	0.7594	0.0373	0.7594	0.8714
No log	1.7196	184	0.7475	0.1599	0.7475	0.8646
No log	1.7383	186	0.7639	0.1930	0.7639	0.8740
No log	1.7570	188	0.8190	0.1383	0.8190	0.9050
No log	1.7757	190	0.8744	0.1255	0.8744	0.9351
No log	1.7944	192	0.9848	0.1128	0.9848	0.9924
No log	1.8131	194	0.9921	0.1128	0.9921	0.9960
No log	1.8318	196	0.8999	0.2171	0.8999	0.9486
No log	1.8505	198	0.8461	0.1866	0.8461	0.9198
No log	1.8692	200	0.8208	0.0897	0.8208	0.9060
No log	1.8879	202	0.7984	0.1505	0.7984	0.8936
No log	1.9065	204	0.8019	0.2073	0.8019	0.8955
No log	1.9252	206	0.8438	0.1383	0.8438	0.9186
No log	1.9439	208	0.8800	0.1255	0.8800	0.9381
No log	1.9626	210	0.8757	0.1255	0.8757	0.9358
No log	1.9813	212	0.8180	0.2073	0.8180	0.9045
No log	2.0	214	0.8289	0.1686	0.8289	0.9104
No log	2.0187	216	0.8435	0.1686	0.8435	0.9184
No log	2.0374	218	0.8848	0.1831	0.8848	0.9407
No log	2.0561	220	0.9726	0.1096	0.9726	0.9862
No log	2.0748	222	0.9369	0.1255	0.9369	0.9679
No log	2.0935	224	0.8247	0.2073	0.8247	0.9082
No log	2.1121	226	0.7638	0.2018	0.7638	0.8739
No log	2.1308	228	0.7516	0.1894	0.7516	0.8670
No log	2.1495	230	0.7472	0.1743	0.7472	0.8644
No log	2.1682	232	0.7618	0.1505	0.7618	0.8728
No log	2.1869	234	0.8052	0.1657	0.8052	0.8973
No log	2.2056	236	0.8789	0.2073	0.8789	0.9375
No log	2.2243	238	0.9917	0.1255	0.9917	0.9959
No log	2.2430	240	1.1204	0.0970	1.1204	1.0585
No log	2.2617	242	1.0915	0.0970	1.0915	1.0447
No log	2.2804	244	0.9639	0.0970	0.9639	0.9818
No log	2.2991	246	0.8000	0.1366	0.8000	0.8944
No log	2.3178	248	0.7298	0.2398	0.7298	0.8543
No log	2.3364	250	0.7292	0.1958	0.7292	0.8539
No log	2.3551	252	0.7216	0.2504	0.7216	0.8495
No log	2.3738	254	0.7411	0.1646	0.7411	0.8609
No log	2.3925	256	0.7701	0.1491	0.7701	0.8776
No log	2.4112	258	0.7987	0.1646	0.7987	0.8937
No log	2.4299	260	0.7843	0.1802	0.7843	0.8856
No log	2.4486	262	0.7644	0.1901	0.7644	0.8743
No log	2.4673	264	0.7846	0.2116	0.7846	0.8858
No log	2.4860	266	0.8543	0.1675	0.8543	0.9243
No log	2.5047	268	0.9829	0.0970	0.9829	0.9914
No log	2.5234	270	1.0172	0.0813	1.0172	1.0086
No log	2.5421	272	0.9402	0.0813	0.9402	0.9696
No log	2.5607	274	0.8458	0.1635	0.8458	0.9197
No log	2.5794	276	0.7643	0.1491	0.7643	0.8742
No log	2.5981	278	0.7062	0.1872	0.7062	0.8404
No log	2.6168	280	0.7376	0.1072	0.7376	0.8588
No log	2.6355	282	0.7281	0.1582	0.7281	0.8533
No log	2.6542	284	0.6783	0.1872	0.6783	0.8236
No log	2.6729	286	0.7006	0.2530	0.7006	0.8370
No log	2.6916	288	0.7508	0.1520	0.7508	0.8665
No log	2.7103	290	0.7508	0.1949	0.7508	0.8665
No log	2.7290	292	0.8228	0.1366	0.8228	0.9071
No log	2.7477	294	0.8052	0.1366	0.8052	0.8973
No log	2.7664	296	0.7427	0.1922	0.7427	0.8618
No log	2.7850	298	0.6903	0.2351	0.6903	0.8308
No log	2.8037	300	0.6711	0.2144	0.6711	0.8192
No log	2.8224	302	0.6722	0.2117	0.6722	0.8199
No log	2.8411	304	0.7143	0.2351	0.7143	0.8451
No log	2.8598	306	0.8264	0.1799	0.8264	0.9091
No log	2.8785	308	0.8556	0.1799	0.8556	0.9250
No log	2.8972	310	0.8139	0.1799	0.8139	0.9021
No log	2.9159	312	0.7557	0.2377	0.7557	0.8693
No log	2.9346	314	0.7249	0.2351	0.7249	0.8514
No log	2.9533	316	0.7434	0.2377	0.7434	0.8622
No log	2.9720	318	0.7720	0.1949	0.7720	0.8786
No log	2.9907	320	0.8112	0.1799	0.8112	0.9007
No log	3.0093	322	0.8098	0.1580	0.8098	0.8999
No log	3.0280	324	0.8073	0.1734	0.8073	0.8985
No log	3.0467	326	0.7731	0.1888	0.7731	0.8793
No log	3.0654	328	0.7538	0.1949	0.7538	0.8682
No log	3.0841	330	0.7072	0.2171	0.7072	0.8409
No log	3.1028	332	0.6897	0.2144	0.6897	0.8305
No log	3.1215	334	0.6860	0.2144	0.6860	0.8283
No log	3.1402	336	0.7056	0.1991	0.7056	0.8400
No log	3.1589	338	0.7767	0.1646	0.7767	0.8813
No log	3.1776	340	0.8443	0.1255	0.8443	0.9188
No log	3.1963	342	0.9449	0.1635	0.9449	0.9720
No log	3.2150	344	1.0330	0.1908	1.0330	1.0164
No log	3.2336	346	1.0231	0.2059	1.0231	1.0115
No log	3.2523	348	0.9610	0.2281	0.9610	0.9803
No log	3.2710	350	0.8285	0.1520	0.8285	0.9102
No log	3.2897	352	0.7009	0.2171	0.7009	0.8372
No log	3.3084	354	0.6900	0.2021	0.6900	0.8306
No log	3.3271	356	0.6913	0.2197	0.6913	0.8315
No log	3.3458	358	0.6904	0.1991	0.6904	0.8309
No log	3.3645	360	0.7373	0.1771	0.7373	0.8587
No log	3.3832	362	0.8404	0.1580	0.8404	0.9168
No log	3.4019	364	0.9296	0.0938	0.9296	0.9641
No log	3.4206	366	0.9480	0.0938	0.9480	0.9736
No log	3.4393	368	0.8740	0.1705	0.8740	0.9349
No log	3.4579	370	0.7999	0.1799	0.7999	0.8944
No log	3.4766	372	0.7348	0.2018	0.7348	0.8572
No log	3.4953	374	0.6962	0.2144	0.6962	0.8344
No log	3.5140	376	0.6892	0.2810	0.6892	0.8302
No log	3.5327	378	0.6896	0.2638	0.6896	0.8304
No log	3.5514	380	0.6855	0.2343	0.6855	0.8280
No log	3.5701	382	0.6985	0.2144	0.6985	0.8358
No log	3.5888	384	0.7990	0.2033	0.7990	0.8939
No log	3.6075	386	0.9255	0.2739	0.9255	0.9620
No log	3.6262	388	1.0764	0.2178	1.0764	1.0375
No log	3.6449	390	1.1106	0.2178	1.1106	1.0538
No log	3.6636	392	1.0478	0.2194	1.0478	1.0236
No log	3.6822	394	0.9021	0.2376	0.9021	0.9498
No log	3.7009	396	0.7996	0.2635	0.7996	0.8942
No log	3.7196	398	0.7576	0.2326	0.7576	0.8704
No log	3.7383	400	0.7069	0.2597	0.7069	0.8407
No log	3.7570	402	0.7018	0.2597	0.7018	0.8378
No log	3.7757	404	0.7578	0.2588	0.7578	0.8705
No log	3.7944	406	0.8648	0.2466	0.8648	0.9299
No log	3.8131	408	0.9600	0.2286	0.9600	0.9798
No log	3.8318	410	0.9743	0.2440	0.9743	0.9871
No log	3.8505	412	0.9265	0.2440	0.9265	0.9626
No log	3.8692	414	0.8712	0.2162	0.8712	0.9334
No log	3.8879	416	0.7704	0.1888	0.7704	0.8777
No log	3.9065	418	0.7243	0.1574	0.7243	0.8510
No log	3.9252	420	0.7146	0.1574	0.7146	0.8453
No log	3.9439	422	0.7175	0.2758	0.7175	0.8470
No log	3.9626	424	0.7410	0.2015	0.7410	0.8608
No log	3.9813	426	0.8314	0.1705	0.8314	0.9118
No log	4.0	428	0.9316	0.1992	0.9316	0.9652
No log	4.0187	430	1.0467	0.2176	1.0467	1.0231
No log	4.0374	432	1.0174	0.2346	1.0174	1.0087
No log	4.0561	434	0.9793	0.2385	0.9793	0.9896
No log	4.0748	436	0.9762	0.2365	0.9762	0.9880
No log	4.0935	438	0.9508	0.2365	0.9508	0.9751
No log	4.1121	440	0.9218	0.2801	0.9218	0.9601
No log	4.1308	442	0.9362	0.2072	0.9362	0.9675
No log	4.1495	444	1.0314	0.1638	1.0314	1.0156
No log	4.1682	446	1.0409	0.1679	1.0409	1.0203
No log	4.1869	448	0.9788	0.2006	0.9788	0.9894
No log	4.2056	450	0.8795	0.2035	0.8795	0.9378
No log	4.2243	452	0.8052	0.2402	0.8052	0.8973
No log	4.2430	454	0.7159	0.2429	0.7159	0.8461
No log	4.2617	456	0.7204	0.2841	0.7204	0.8488
No log	4.2804	458	0.7793	0.2231	0.7793	0.8828
No log	4.2991	460	0.8243	0.2111	0.8243	0.9079
No log	4.3178	462	0.8158	0.2111	0.8158	0.9032
No log	4.3364	464	0.8080	0.1932	0.8080	0.8989
No log	4.3551	466	0.7646	0.2085	0.7646	0.8744
No log	4.3738	468	0.7776	0.2111	0.7776	0.8818
No log	4.3925	470	0.7775	0.1906	0.7775	0.8818
No log	4.4112	472	0.7462	0.2059	0.7462	0.8638
No log	4.4299	474	0.7432	0.1961	0.7432	0.8621
No log	4.4486	476	0.7149	0.2810	0.7149	0.8455
No log	4.4673	478	0.7426	0.2884	0.7426	0.8617
No log	4.4860	480	0.8435	0.2306	0.8435	0.9184
No log	4.5047	482	1.0265	0.2673	1.0265	1.0132
No log	4.5234	484	1.2672	0.2358	1.2672	1.1257
No log	4.5421	486	1.3055	0.2418	1.3055	1.1426
No log	4.5607	488	1.1812	0.2046	1.1812	1.0868
No log	4.5794	490	1.0059	0.2736	1.0059	1.0029
No log	4.5981	492	0.8437	0.2815	0.8437	0.9185
No log	4.6168	494	0.7373	0.3531	0.7373	0.8586
No log	4.6355	496	0.6925	0.3594	0.6925	0.8322
No log	4.6542	498	0.6908	0.3543	0.6908	0.8311
0.3068	4.6729	500	0.7335	0.3513	0.7335	0.8565
0.3068	4.6916	502	0.8227	0.2893	0.8227	0.9071
0.3068	4.7103	504	0.8670	0.3262	0.8670	0.9311
0.3068	4.7290	506	0.8847	0.2895	0.8847	0.9406
0.3068	4.7477	508	0.8833	0.3017	0.8833	0.9399
0.3068	4.7664	510	0.8865	0.2895	0.8865	0.9415
0.3068	4.7850	512	0.8821	0.2895	0.8821	0.9392
0.3068	4.8037	514	0.8565	0.3079	0.8565	0.9255
0.3068	4.8224	516	0.8837	0.3017	0.8837	0.9400
0.3068	4.8411	518	0.9482	0.2578	0.9482	0.9738
0.3068	4.8598	520	0.9734	0.2578	0.9734	0.9866
0.3068	4.8785	522	0.9807	0.2652	0.9807	0.9903
0.3068	4.8972	524	0.9162	0.2330	0.9162	0.9572
0.3068	4.9159	526	0.8628	0.2330	0.8628	0.9289
0.3068	4.9346	528	0.8468	0.2330	0.8468	0.9202
0.3068	4.9533	530	0.8190	0.2466	0.8190	0.9050
0.3068	4.9720	532	0.7848	0.3061	0.7848	0.8859
0.3068	4.9907	534	0.7371	0.3134	0.7371	0.8585
0.3068	5.0093	536	0.7140	0.3113	0.7140	0.8450
0.3068	5.0280	538	0.7254	0.3134	0.7254	0.8517
0.3068	5.0467	540	0.7617	0.3065	0.7617	0.8727
0.3068	5.0654	542	0.8483	0.2682	0.8483	0.9210
0.3068	5.0841	544	0.9347	0.2389	0.9347	0.9668
0.3068	5.1028	546	0.9878	0.2649	0.9878	0.9939
0.3068	5.1215	548	1.0152	0.1990	1.0152	1.0076
0.3068	5.1402	550	1.0292	0.1990	1.0292	1.0145
0.3068	5.1589	552	0.9980	0.1990	0.9980	0.9990
0.3068	5.1776	554	0.9243	0.2440	0.9243	0.9614
0.3068	5.1963	556	0.8196	0.1932	0.8196	0.9053
0.3068	5.2150	558	0.7295	0.2402	0.7295	0.8541
0.3068	5.2336	560	0.6772	0.2646	0.6772	0.8229
0.3068	5.2523	562	0.6711	0.2919	0.6711	0.8192
0.3068	5.2710	564	0.6899	0.2973	0.6899	0.8306
0.3068	5.2897	566	0.7321	0.2905	0.7321	0.8556
0.3068	5.3084	568	0.7898	0.3085	0.7898	0.8887
0.3068	5.3271	570	0.8418	0.3349	0.8418	0.9175
0.3068	5.3458	572	0.9097	0.3040	0.9097	0.9538
0.3068	5.3645	574	1.0076	0.2832	1.0076	1.0038
0.3068	5.3832	576	1.1379	0.2842	1.1379	1.0667
0.3068	5.4019	578	1.1633	0.3197	1.1633	1.0786
0.3068	5.4206	580	1.0976	0.2720	1.0976	1.0477
0.3068	5.4393	582	0.9738	0.2884	0.9738	0.9868
0.3068	5.4579	584	0.8167	0.3040	0.8167	0.9037
0.3068	5.4766	586	0.7347	0.3196	0.7347	0.8571
0.3068	5.4953	588	0.7180	0.3562	0.7180	0.8473
0.3068	5.5140	590	0.7218	0.3529	0.7218	0.8496
0.3068	5.5327	592	0.7785	0.3105	0.7785	0.8823
0.3068	5.5514	594	0.8723	0.2998	0.8723	0.9340
0.3068	5.5701	596	0.9738	0.2945	0.9738	0.9868
0.3068	5.5888	598	0.9987	0.3002	0.9987	0.9994
0.3068	5.6075	600	0.9579	0.2884	0.9579	0.9787
0.3068	5.6262	602	0.9005	0.3079	0.9005	0.9490
0.3068	5.6449	604	0.8733	0.3139	0.8733	0.9345
0.3068	5.6636	606	0.7764	0.3167	0.7764	0.8812
0.3068	5.6822	608	0.7000	0.3704	0.7000	0.8366
0.3068	5.7009	610	0.6587	0.3562	0.6587	0.8116
0.3068	5.7196	612	0.6565	0.3562	0.6565	0.8102
0.3068	5.7383	614	0.6976	0.3256	0.6976	0.8352
0.3068	5.7570	616	0.7914	0.2945	0.7914	0.8896
0.3068	5.7757	618	0.9614	0.3058	0.9614	0.9805
0.3068	5.7944	620	1.1223	0.2016	1.1223	1.0594
0.3068	5.8131	622	1.1707	0.2429	1.1707	1.0820
0.3068	5.8318	624	1.1080	0.2241	1.1080	1.0526
0.3068	5.8505	626	1.0868	0.2168	1.0869	1.0425
0.3068	5.8692	628	1.0142	0.2584	1.0142	1.0071
0.3068	5.8879	630	0.9461	0.2510	0.9461	0.9727
0.3068	5.9065	632	0.8903	0.2632	0.8903	0.9436
0.3068	5.9252	634	0.8449	0.2557	0.8449	0.9192
0.3068	5.9439	636	0.8053	0.2557	0.8053	0.8974
0.3068	5.9626	638	0.8159	0.2557	0.8159	0.9033
0.3068	5.9813	640	0.8802	0.2632	0.8802	0.9382
0.3068	6.0	642	0.9503	0.2632	0.9503	0.9748
0.3068	6.0187	644	0.9812	0.2584	0.9812	0.9906
0.3068	6.0374	646	0.9922	0.2584	0.9922	0.9961
0.3068	6.0561	648	1.0032	0.2466	1.0032	1.0016
0.3068	6.0748	650	1.0046	0.2466	1.0046	1.0023
0.3068	6.0935	652	0.9749	0.2702	0.9749	0.9874
0.3068	6.1121	654	0.9263	0.2683	0.9263	0.9625
0.3068	6.1308	656	0.8425	0.2847	0.8425	0.9179
0.3068	6.1495	658	0.7890	0.2984	0.7890	0.8883
0.3068	6.1682	660	0.7943	0.2984	0.7943	0.8912
0.3068	6.1869	662	0.8296	0.2945	0.8296	0.9108
0.3068	6.2056	664	0.8876	0.2964	0.8876	0.9421
0.3068	6.2243	666	0.9312	0.2909	0.9312	0.9650
0.3068	6.2430	668	0.9418	0.2909	0.9418	0.9705
0.3068	6.2617	670	0.9351	0.2909	0.9351	0.9670
0.3068	6.2804	672	0.9290	0.2909	0.9290	0.9639
0.3068	6.2991	674	0.9153	0.2866	0.9153	0.9567
0.3068	6.3178	676	0.8989	0.2866	0.8989	0.9481
0.3068	6.3364	678	0.8996	0.3000	0.8996	0.9485
0.3068	6.3551	680	0.9020	0.2939	0.9020	0.9497
0.3068	6.3738	682	0.8711	0.2801	0.8711	0.9333
0.3068	6.3925	684	0.8086	0.2763	0.8086	0.8992
0.3068	6.4112	686	0.7544	0.3312	0.7544	0.8685
0.3068	6.4299	688	0.7459	0.2998	0.7459	0.8637
0.3068	6.4486	690	0.7725	0.2873	0.7725	0.8789
0.3068	6.4673	692	0.8027	0.2845	0.8027	0.8959
0.3068	6.4860	694	0.8205	0.2865	0.8205	0.9058
0.3068	6.5047	696	0.8557	0.3079	0.8557	0.9250
0.3068	6.5234	698	0.8520	0.3079	0.8520	0.9230
0.3068	6.5421	700	0.8583	0.3079	0.8583	0.9265
0.3068	6.5607	702	0.8572	0.3015	0.8572	0.9259
0.3068	6.5794	704	0.8581	0.2933	0.8581	0.9263
0.3068	6.5981	706	0.8210	0.2865	0.8210	0.9061
0.3068	6.6168	708	0.7921	0.2954	0.7921	0.8900
0.3068	6.6355	710	0.7825	0.2954	0.7825	0.8846
0.3068	6.6542	712	0.7857	0.3020	0.7857	0.8864
0.3068	6.6729	714	0.8115	0.3040	0.8115	0.9008
0.3068	6.6916	716	0.8589	0.2733	0.8589	0.9268
0.3068	6.7103	718	0.9059	0.2801	0.9059	0.9518
0.3068	6.7290	720	0.9682	0.2769	0.9682	0.9840
0.3068	6.7477	722	1.0128	0.2539	1.0128	1.0064
0.3068	6.7664	724	1.0469	0.3090	1.0469	1.0232
0.3068	6.7850	726	1.0656	0.3090	1.0656	1.0323
0.3068	6.8037	728	1.1002	0.3090	1.1002	1.0489
0.3068	6.8224	730	1.0813	0.3350	1.0813	1.0399
0.3068	6.8411	732	1.0529	0.3288	1.0529	1.0261
0.3068	6.8598	734	0.9890	0.2985	0.9890	0.9945
0.3068	6.8785	736	0.9621	0.2985	0.9621	0.9809
0.3068	6.8972	738	0.9492	0.3059	0.9492	0.9743
0.3068	6.9159	740	0.9551	0.3153	0.9551	0.9773
0.3068	6.9346	742	0.9756	0.2927	0.9756	0.9877
0.3068	6.9533	744	1.0361	0.3002	1.0361	1.0179
0.3068	6.9720	746	1.0771	0.3288	1.0771	1.0378
0.3068	6.9907	748	1.1358	0.2910	1.1358	1.0658
0.3068	7.0093	750	1.2192	0.2932	1.2192	1.1042
0.3068	7.0280	752	1.2368	0.2986	1.2368	1.1121
0.3068	7.0467	754	1.1925	0.3106	1.1925	1.0920
0.3068	7.0654	756	1.1203	0.3106	1.1203	1.0584
0.3068	7.0841	758	1.0235	0.2787	1.0235	1.0117
0.3068	7.1028	760	0.9220	0.2632	0.9220	0.9602
0.3068	7.1215	762	0.8578	0.2632	0.8578	0.9262
0.3068	7.1402	764	0.8148	0.2411	0.8148	0.9026
0.3068	7.1589	766	0.8007	0.2411	0.8007	0.8948
0.3068	7.1776	768	0.8093	0.2536	0.8093	0.8996
0.3068	7.1963	770	0.8433	0.2490	0.8433	0.9183
0.3068	7.2150	772	0.8741	0.2490	0.8741	0.9349
0.3068	7.2336	774	0.9202	0.2702	0.9202	0.9593
0.3068	7.2523	776	0.9571	0.2769	0.9571	0.9783
0.3068	7.2710	778	0.9951	0.3112	0.9951	0.9975
0.3068	7.2897	780	0.9902	0.2985	0.9902	0.9951
0.3068	7.3084	782	0.9898	0.2927	0.9898	0.9949
0.3068	7.3271	784	0.9877	0.2927	0.9877	0.9938
0.3068	7.3458	786	0.9464	0.2927	0.9464	0.9729
0.3068	7.3645	788	0.8939	0.3298	0.8939	0.9455
0.3068	7.3832	790	0.8512	0.3102	0.8512	0.9226
0.3068	7.4019	792	0.8284	0.3225	0.8284	0.9102
0.3068	7.4206	794	0.8207	0.3225	0.8207	0.9059
0.3068	7.4393	796	0.8260	0.3225	0.8260	0.9088
0.3068	7.4579	798	0.8316	0.3021	0.8316	0.9119
0.3068	7.4766	800	0.8349	0.2902	0.8349	0.9137
0.3068	7.4953	802	0.8534	0.2544	0.8534	0.9238
0.3068	7.5140	804	0.8805	0.2564	0.8805	0.9383
0.3068	7.5327	806	0.9128	0.2702	0.9128	0.9554
0.3068	7.5514	808	0.9386	0.2702	0.9386	0.9688
0.3068	7.5701	810	0.9415	0.2702	0.9415	0.9703
0.3068	7.5888	812	0.9322	0.2702	0.9322	0.9655
0.3068	7.6075	814	0.9055	0.2702	0.9055	0.9516
0.3068	7.6262	816	0.8727	0.2557	0.8727	0.9342
0.3068	7.6449	818	0.8361	0.2457	0.8361	0.9144
0.3068	7.6636	820	0.8294	0.2217	0.8294	0.9107
0.3068	7.6822	822	0.8278	0.2435	0.8278	0.9098
0.3068	7.7009	824	0.8543	0.2536	0.8543	0.9243
0.3068	7.7196	826	0.9177	0.2632	0.9177	0.9579
0.3068	7.7383	828	0.9624	0.2702	0.9624	0.9810
0.3068	7.7570	830	0.9890	0.2702	0.9890	0.9945
0.3068	7.7757	832	0.9864	0.2702	0.9864	0.9932
0.3068	7.7944	834	0.9785	0.2702	0.9785	0.9892
0.3068	7.8131	836	0.9890	0.2702	0.9890	0.9945
0.3068	7.8318	838	0.9759	0.2702	0.9759	0.9879
0.3068	7.8505	840	0.9687	0.2702	0.9687	0.9842
0.3068	7.8692	842	0.9631	0.2702	0.9631	0.9814
0.3068	7.8879	844	0.9696	0.2702	0.9696	0.9847
0.3068	7.9065	846	0.9550	0.2702	0.9550	0.9773
0.3068	7.9252	848	0.9431	0.2702	0.9431	0.9711
0.3068	7.9439	850	0.9513	0.2702	0.9513	0.9754
0.3068	7.9626	852	0.9494	0.2702	0.9494	0.9744
0.3068	7.9813	854	0.9380	0.2632	0.9380	0.9685
0.3068	8.0	856	0.9477	0.2632	0.9477	0.9735
0.3068	8.0187	858	0.9524	0.2632	0.9524	0.9759
0.3068	8.0374	860	0.9541	0.2632	0.9541	0.9768
0.3068	8.0561	862	0.9454	0.2632	0.9454	0.9723
0.3068	8.0748	864	0.9120	0.2632	0.9120	0.9550
0.3068	8.0935	866	0.8976	0.2632	0.8976	0.9474
0.3068	8.1121	868	0.8877	0.2632	0.8877	0.9422
0.3068	8.1308	870	0.8872	0.2632	0.8872	0.9419
0.3068	8.1495	872	0.8809	0.2632	0.8809	0.9386
0.3068	8.1682	874	0.8970	0.2632	0.8970	0.9471
0.3068	8.1869	876	0.9177	0.2632	0.9177	0.9580
0.3068	8.2056	878	0.9363	0.2632	0.9363	0.9676
0.3068	8.2243	880	0.9564	0.2702	0.9564	0.9779
0.3068	8.2430	882	0.9749	0.2702	0.9749	0.9873
0.3068	8.2617	884	0.9911	0.2769	0.9911	0.9956
0.3068	8.2804	886	0.9969	0.2769	0.9969	0.9985
0.3068	8.2991	888	0.9833	0.2769	0.9833	0.9916
0.3068	8.3178	890	0.9793	0.2769	0.9793	0.9896
0.3068	8.3364	892	0.9640	0.2702	0.9640	0.9819
0.3068	8.3551	894	0.9538	0.2702	0.9538	0.9766
0.3068	8.3738	896	0.9285	0.2821	0.9285	0.9636
0.3068	8.3925	898	0.8956	0.2821	0.8956	0.9464
0.3068	8.4112	900	0.8739	0.2544	0.8739	0.9348
0.3068	8.4299	902	0.8883	0.2544	0.8883	0.9425
0.3068	8.4486	904	0.8981	0.2544	0.8981	0.9477
0.3068	8.4673	906	0.9104	0.2821	0.9104	0.9542
0.3068	8.4860	908	0.9181	0.2821	0.9181	0.9582
0.3068	8.5047	910	0.9244	0.2821	0.9244	0.9615
0.3068	8.5234	912	0.9300	0.2821	0.9300	0.9644
0.3068	8.5421	914	0.9418	0.2821	0.9418	0.9705
0.3068	8.5607	916	0.9407	0.2821	0.9407	0.9699
0.3068	8.5794	918	0.9295	0.2821	0.9295	0.9641
0.3068	8.5981	920	0.9278	0.2821	0.9278	0.9632
0.3068	8.6168	922	0.9241	0.2821	0.9241	0.9613
0.3068	8.6355	924	0.9180	0.2821	0.9180	0.9581
0.3068	8.6542	926	0.9122	0.2753	0.9122	0.9551
0.3068	8.6729	928	0.9168	0.2632	0.9168	0.9575
0.3068	8.6916	930	0.9213	0.2632	0.9213	0.9599
0.3068	8.7103	932	0.9129	0.2632	0.9129	0.9554
0.3068	8.7290	934	0.9198	0.2632	0.9198	0.9591
0.3068	8.7477	936	0.9255	0.2632	0.9255	0.9620
0.3068	8.7664	938	0.9324	0.2702	0.9324	0.9656
0.3068	8.7850	940	0.9366	0.2702	0.9366	0.9678
0.3068	8.8037	942	0.9580	0.2702	0.9580	0.9788
0.3068	8.8224	944	0.9804	0.2769	0.9804	0.9902
0.3068	8.8411	946	0.9885	0.2769	0.9885	0.9942
0.3068	8.8598	948	1.0016	0.2769	1.0016	1.0008
0.3068	8.8785	950	1.0174	0.2769	1.0174	1.0087
0.3068	8.8972	952	1.0473	0.3075	1.0473	1.0234
0.3068	8.9159	954	1.0609	0.3129	1.0609	1.0300
0.3068	8.9346	956	1.0530	0.3129	1.0530	1.0262
0.3068	8.9533	958	1.0446	0.3129	1.0446	1.0220
0.3068	8.9720	960	1.0370	0.3075	1.0370	1.0183
0.3068	8.9907	962	1.0210	0.2769	1.0210	1.0104
0.3068	9.0093	964	1.0084	0.2769	1.0084	1.0042
0.3068	9.0280	966	0.9985	0.2769	0.9985	0.9993
0.3068	9.0467	968	0.9996	0.2769	0.9996	0.9998
0.3068	9.0654	970	1.0031	0.2769	1.0031	1.0015
0.3068	9.0841	972	0.9920	0.2769	0.9920	0.9960
0.3068	9.1028	974	0.9850	0.2769	0.9850	0.9925
0.3068	9.1215	976	0.9780	0.2769	0.9780	0.9889
0.3068	9.1402	978	0.9678	0.2769	0.9678	0.9838
0.3068	9.1589	980	0.9541	0.2702	0.9541	0.9768
0.3068	9.1776	982	0.9414	0.2702	0.9414	0.9702
0.3068	9.1963	984	0.9286	0.2821	0.9286	0.9636
0.3068	9.2150	986	0.9100	0.2821	0.9100	0.9539
0.3068	9.2336	988	0.8883	0.2753	0.8883	0.9425
0.3068	9.2523	990	0.8645	0.2469	0.8645	0.9298
0.3068	9.2710	992	0.8552	0.2469	0.8552	0.9248
0.3068	9.2897	994	0.8513	0.2469	0.8513	0.9226
0.3068	9.3084	996	0.8561	0.2469	0.8561	0.9253
0.3068	9.3271	998	0.8613	0.2611	0.8613	0.9280
0.0576	9.3458	1000	0.8692	0.2753	0.8692	0.9323
0.0576	9.3645	1002	0.8746	0.2753	0.8746	0.9352
0.0576	9.3832	1004	0.8828	0.2753	0.8828	0.9396
0.0576	9.4019	1006	0.8991	0.2753	0.8991	0.9482
0.0576	9.4206	1008	0.9110	0.2632	0.9110	0.9545
0.0576	9.4393	1010	0.9203	0.2632	0.9203	0.9593
0.0576	9.4579	1012	0.9266	0.2632	0.9266	0.9626
0.0576	9.4766	1014	0.9294	0.2632	0.9294	0.9640
0.0576	9.4953	1016	0.9310	0.2702	0.9310	0.9649
0.0576	9.5140	1018	0.9298	0.2702	0.9298	0.9643
0.0576	9.5327	1020	0.9285	0.2702	0.9285	0.9636
0.0576	9.5514	1022	0.9207	0.2702	0.9207	0.9595
0.0576	9.5701	1024	0.9093	0.2702	0.9093	0.9536
0.0576	9.5888	1026	0.9025	0.2632	0.9025	0.9500
0.0576	9.6075	1028	0.8939	0.2753	0.8939	0.9455
0.0576	9.6262	1030	0.8860	0.2753	0.8860	0.9413
0.0576	9.6449	1032	0.8809	0.2753	0.8809	0.9385
0.0576	9.6636	1034	0.8786	0.2753	0.8786	0.9373
0.0576	9.6822	1036	0.8776	0.2753	0.8776	0.9368
0.0576	9.7009	1038	0.8770	0.2753	0.8770	0.9365
0.0576	9.7196	1040	0.8765	0.2753	0.8765	0.9362
0.0576	9.7383	1042	0.8757	0.2753	0.8757	0.9358
0.0576	9.7570	1044	0.8775	0.2753	0.8775	0.9368
0.0576	9.7757	1046	0.8812	0.2753	0.8812	0.9387
0.0576	9.7944	1048	0.8865	0.2821	0.8865	0.9415
0.0576	9.8131	1050	0.8902	0.2821	0.8902	0.9435
0.0576	9.8318	1052	0.8940	0.2821	0.8940	0.9455
0.0576	9.8505	1054	0.8984	0.2821	0.8984	0.9478
0.0576	9.8692	1056	0.9017	0.2821	0.9017	0.9496
0.0576	9.8879	1058	0.9050	0.2821	0.9050	0.9513
0.0576	9.9065	1060	0.9076	0.2821	0.9076	0.9527
0.0576	9.9252	1062	0.9095	0.2821	0.9095	0.9537
0.0576	9.9439	1064	0.9116	0.2821	0.9116	0.9548
0.0576	9.9626	1066	0.9127	0.2821	0.9127	0.9554
0.0576	9.9813	1068	0.9134	0.2821	0.9134	0.9557
0.0576	10.0	1070	0.9138	0.2821	0.9138	0.9560

Framework versions

Transformers 4.44.2
Pytorch 2.4.0+cu118
Datasets 2.21.0
Tokenizers 0.19.1

MayBashendy/ArabicNewSplits_FineTuningAraBERT_AugV5_k30_task2_organization_fold1

ArabicNewSplits_FineTuningAraBERT_AugV5_k30_task2_organization_fold1

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

MayBashendy/
ArabicNewSplits_FineTuningAraBERT_AugV5_k30_task2_organization_fold1