Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0161	2	4.7468	-0.0238	4.7468	2.1787
No log	0.0323	4	2.6967	0.0890	2.6967	1.6422
No log	0.0484	6	1.7652	0.1103	1.7652	1.3286
No log	0.0645	8	1.5333	0.0502	1.5333	1.2383
No log	0.0806	10	1.2955	0.1818	1.2955	1.1382
No log	0.0968	12	1.2256	0.25	1.2256	1.1071
No log	0.1129	14	1.3015	0.2527	1.3015	1.1408
No log	0.1290	16	1.1065	0.2305	1.1065	1.0519
No log	0.1452	18	1.1259	0.2021	1.1259	1.0611
No log	0.1613	20	1.1588	0.2340	1.1588	1.0765
No log	0.1774	22	1.4047	0.1767	1.4047	1.1852
No log	0.1935	24	1.3222	0.2857	1.3222	1.1499
No log	0.2097	26	1.0482	0.3387	1.0482	1.0238
No log	0.2258	28	1.0293	0.3064	1.0293	1.0146
No log	0.2419	30	1.1132	0.2974	1.1132	1.0551
No log	0.2581	32	1.1381	0.3358	1.1381	1.0668
No log	0.2742	34	1.1123	0.3933	1.1123	1.0547
No log	0.2903	36	1.0655	0.3402	1.0655	1.0322
No log	0.3065	38	1.0164	0.3145	1.0164	1.0082
No log	0.3226	40	1.0135	0.2736	1.0135	1.0067
No log	0.3387	42	1.0073	0.2885	1.0073	1.0036
No log	0.3548	44	1.0151	0.2885	1.0151	1.0075
No log	0.3710	46	1.0331	0.2441	1.0331	1.0164
No log	0.3871	48	1.0991	0.2904	1.0991	1.0484
No log	0.4032	50	1.2755	0.1372	1.2755	1.1294
No log	0.4194	52	1.4944	-0.0372	1.4944	1.2225
No log	0.4355	54	1.3140	0.1648	1.3140	1.1463
No log	0.4516	56	1.1014	0.262	1.1014	1.0495
No log	0.4677	58	1.0759	0.2321	1.0759	1.0373
No log	0.4839	60	1.2064	0.3040	1.2064	1.0984
No log	0.5	62	1.1244	0.2218	1.1244	1.0604
No log	0.5161	64	1.0151	0.3445	1.0151	1.0075
No log	0.5323	66	1.0220	0.3597	1.0220	1.0109
No log	0.5484	68	1.0575	0.2849	1.0575	1.0284
No log	0.5645	70	1.0293	0.3294	1.0293	1.0146
No log	0.5806	72	1.0219	0.3036	1.0219	1.0109
No log	0.5968	74	1.0642	0.1184	1.0642	1.0316
No log	0.6129	76	1.1381	0.1184	1.1381	1.0668
No log	0.6290	78	1.1835	0.1184	1.1835	1.0879
No log	0.6452	80	1.2156	0.0891	1.2156	1.1025
No log	0.6613	82	1.1559	0.0891	1.1559	1.0751
No log	0.6774	84	1.0702	0.1472	1.0702	1.0345
No log	0.6935	86	1.0482	0.2048	1.0482	1.0238
No log	0.7097	88	1.0488	0.2736	1.0488	1.0241
No log	0.7258	90	1.1086	0.2441	1.1086	1.0529
No log	0.7419	92	1.1262	0.1818	1.1262	1.0612
No log	0.7581	94	1.0749	0.2617	1.0749	1.0368
No log	0.7742	96	1.0417	0.2958	1.0417	1.0206
No log	0.7903	98	1.0150	0.3226	1.0150	1.0075
No log	0.8065	100	0.9375	0.4452	0.9375	0.9683
No log	0.8226	102	0.8786	0.3643	0.8786	0.9374
No log	0.8387	104	0.8332	0.3848	0.8332	0.9128
No log	0.8548	106	0.7681	0.4736	0.7681	0.8764
No log	0.8710	108	0.7764	0.5306	0.7764	0.8812
No log	0.8871	110	0.7795	0.5018	0.7795	0.8829
No log	0.9032	112	0.8300	0.4647	0.8300	0.9111
No log	0.9194	114	0.8676	0.4415	0.8676	0.9315
No log	0.9355	116	0.8896	0.4103	0.8896	0.9432
No log	0.9516	118	0.8091	0.5122	0.8091	0.8995
No log	0.9677	120	0.8003	0.3548	0.8003	0.8946
No log	0.9839	122	0.8730	0.3923	0.8730	0.9343
No log	1.0	124	0.8726	0.4248	0.8726	0.9341
No log	1.0161	126	0.7950	0.5484	0.7950	0.8916
No log	1.0323	128	0.7510	0.5484	0.7510	0.8666
No log	1.0484	130	0.7490	0.5530	0.7490	0.8654
No log	1.0645	132	0.8138	0.5760	0.8138	0.9021
No log	1.0806	134	0.9794	0.5041	0.9794	0.9896
No log	1.0968	136	1.2621	0.4098	1.2621	1.1234
No log	1.1129	138	1.3340	0.3504	1.3340	1.1550
No log	1.1290	140	1.2730	0.3314	1.2730	1.1283
No log	1.1452	142	1.1280	0.3418	1.1280	1.0621
No log	1.1613	144	0.9780	0.3945	0.9780	0.9889
No log	1.1774	146	0.9241	0.4314	0.9241	0.9613
No log	1.1935	148	0.8892	0.4394	0.8892	0.9430
No log	1.2097	150	0.9124	0.4223	0.9124	0.9552
No log	1.2258	152	0.9969	0.4448	0.9969	0.9984
No log	1.2419	154	1.1231	0.4224	1.1231	1.0598
No log	1.2581	156	1.2025	0.3553	1.2025	1.0966
No log	1.2742	158	1.2815	0.3571	1.2815	1.1320
No log	1.2903	160	1.2685	0.3553	1.2685	1.1263
No log	1.3065	162	1.1608	0.4064	1.1608	1.0774
No log	1.3226	164	1.0103	0.4487	1.0103	1.0051
No log	1.3387	166	0.9502	0.3878	0.9502	0.9748
No log	1.3548	168	0.9590	0.3836	0.9590	0.9793
No log	1.3710	170	0.9981	0.4286	0.9981	0.9991
No log	1.3871	172	1.0919	0.4792	1.0919	1.0450
No log	1.4032	174	1.1525	0.3955	1.1525	1.0735
No log	1.4194	176	1.1423	0.4438	1.1423	1.0688
No log	1.4355	178	1.1095	0.4437	1.1095	1.0533
No log	1.4516	180	1.0513	0.4567	1.0513	1.0253
No log	1.4677	182	1.1242	0.4433	1.1242	1.0603
No log	1.4839	184	1.2237	0.4433	1.2237	1.1062
No log	1.5	186	1.3199	0.4433	1.3199	1.1489
No log	1.5161	188	1.3782	0.4406	1.3782	1.1740
No log	1.5323	190	1.3886	0.4136	1.3886	1.1784
No log	1.5484	192	1.4240	0.3864	1.4240	1.1933
No log	1.5645	194	1.4825	0.3442	1.4825	1.2176
No log	1.5806	196	1.4089	0.3852	1.4089	1.1870
No log	1.5968	198	1.2779	0.4375	1.2779	1.1304
No log	1.6129	200	1.1623	0.4407	1.1623	1.0781
No log	1.6290	202	1.0671	0.4443	1.0671	1.0330
No log	1.6452	204	1.0708	0.4729	1.0708	1.0348
No log	1.6613	206	1.1273	0.4440	1.1273	1.0618
No log	1.6774	208	1.1451	0.3933	1.1451	1.0701
No log	1.6935	210	1.2202	0.4375	1.2202	1.1046
No log	1.7097	212	1.3076	0.2994	1.3076	1.1435
No log	1.7258	214	1.3399	0.2725	1.3399	1.1576
No log	1.7419	216	1.3723	0.2763	1.3723	1.1714
No log	1.7581	218	1.3921	0.2908	1.3921	1.1799
No log	1.7742	220	1.3385	0.4405	1.3385	1.1569
No log	1.7903	222	1.1537	0.3427	1.1537	1.0741
No log	1.8065	224	1.1852	0.3695	1.1852	1.0886
No log	1.8226	226	1.3578	0.4375	1.3578	1.1652
No log	1.8387	228	1.5106	0.3003	1.5106	1.2291
No log	1.8548	230	1.5132	0.2479	1.5132	1.2301
No log	1.8710	232	1.4884	0.3057	1.4884	1.2200
No log	1.8871	234	1.5107	0.3057	1.5107	1.2291
No log	1.9032	236	1.5221	0.2479	1.5221	1.2337
No log	1.9194	238	1.4614	0.3193	1.4614	1.2089
No log	1.9355	240	1.2895	0.3682	1.2895	1.1356
No log	1.9516	242	1.1437	0.5304	1.1437	1.0694
No log	1.9677	244	1.0601	0.5160	1.0601	1.0296
No log	1.9839	246	1.0890	0.4783	1.0890	1.0435
No log	2.0	248	1.1776	0.4234	1.1776	1.0852
No log	2.0161	250	1.2464	0.3747	1.2464	1.1164
No log	2.0323	252	1.1485	0.4162	1.1485	1.0717
No log	2.0484	254	1.0854	0.4162	1.0854	1.0418
No log	2.0645	256	1.1355	0.4167	1.1355	1.0656
No log	2.0806	258	1.1040	0.3919	1.1040	1.0507
No log	2.0968	260	1.0543	0.4813	1.0543	1.0268
No log	2.1129	262	1.0830	0.4675	1.0830	1.0407
No log	2.1290	264	1.0988	0.4792	1.0988	1.0482
No log	2.1452	266	1.0751	0.4433	1.0751	1.0369
No log	2.1613	268	0.9772	0.4935	0.9772	0.9885
No log	2.1774	270	0.8654	0.5685	0.8654	0.9303
No log	2.1935	272	0.8456	0.6199	0.8456	0.9196
No log	2.2097	274	0.8888	0.5986	0.8888	0.9428
No log	2.2258	276	1.0358	0.4794	1.0358	1.0177
No log	2.2419	278	1.0804	0.5295	1.0804	1.0394
No log	2.2581	280	1.0879	0.5295	1.0879	1.0430
No log	2.2742	282	1.0998	0.4197	1.0998	1.0487
No log	2.2903	284	1.1707	0.4301	1.1707	1.0820
No log	2.3065	286	1.2164	0.4535	1.2164	1.1029
No log	2.3226	288	1.2522	0.4509	1.2522	1.1190
No log	2.3387	290	1.2652	0.4234	1.2652	1.1248
No log	2.3548	292	1.1940	0.4375	1.1940	1.0927
No log	2.3710	294	1.1134	0.4147	1.1134	1.0552
No log	2.3871	296	1.0843	0.4130	1.0843	1.0413
No log	2.4032	298	1.1139	0.4147	1.1139	1.0554
No log	2.4194	300	1.1798	0.4263	1.1798	1.0862
No log	2.4355	302	1.2919	0.4119	1.2919	1.1366
No log	2.4516	304	1.2521	0.4113	1.2521	1.1190
No log	2.4677	306	1.2158	0.3149	1.2158	1.1026
No log	2.4839	308	1.1380	0.4124	1.1380	1.0668
No log	2.5	310	1.0848	0.4124	1.0848	1.0415
No log	2.5161	312	1.0187	0.4582	1.0187	1.0093
No log	2.5323	314	0.9856	0.4877	0.9856	0.9928
No log	2.5484	316	0.9667	0.4922	0.9667	0.9832
No log	2.5645	318	0.9801	0.4450	0.9801	0.9900
No log	2.5806	320	1.0652	0.4411	1.0652	1.0321
No log	2.5968	322	1.1530	0.5043	1.1530	1.0738
No log	2.6129	324	1.1928	0.4915	1.1928	1.0921
No log	2.6290	326	1.2516	0.4268	1.2516	1.1188
No log	2.6452	328	1.2699	0.4271	1.2699	1.1269
No log	2.6613	330	1.2537	0.4268	1.2537	1.1197
No log	2.6774	332	1.2238	0.4490	1.2238	1.1062
No log	2.6935	334	1.2019	0.4803	1.2019	1.0963
No log	2.7097	336	1.1862	0.4434	1.1862	1.0891
No log	2.7258	338	1.1959	0.4434	1.1959	1.0936
No log	2.7419	340	1.1699	0.4434	1.1699	1.0816
No log	2.7581	342	1.1429	0.4434	1.1429	1.0691
No log	2.7742	344	1.2182	0.4432	1.2182	1.1037
No log	2.7903	346	1.2948	0.4275	1.2948	1.1379
No log	2.8065	348	1.2832	0.3805	1.2832	1.1328
No log	2.8226	350	1.2258	0.4434	1.2258	1.1072
No log	2.8387	352	1.1716	0.4684	1.1716	1.0824
No log	2.8548	354	1.0812	0.4580	1.0812	1.0398
No log	2.8710	356	1.0255	0.4972	1.0255	1.0127
No log	2.8871	358	0.9901	0.4659	0.9901	0.9950
No log	2.9032	360	1.0049	0.4939	1.0049	1.0024
No log	2.9194	362	1.0441	0.4211	1.0441	1.0218
No log	2.9355	364	1.1616	0.4408	1.1616	1.0778
No log	2.9516	366	1.2665	0.4908	1.2665	1.1254
No log	2.9677	368	1.2721	0.4431	1.2721	1.1279
No log	2.9839	370	1.1890	0.4201	1.1890	1.0904
No log	3.0	372	1.1519	0.3836	1.1519	1.0733
No log	3.0161	374	1.1461	0.3824	1.1461	1.0706
No log	3.0323	376	1.1996	0.3680	1.1996	1.0953
No log	3.0484	378	1.1990	0.4631	1.1990	1.0950
No log	3.0645	380	1.1952	0.4342	1.1952	1.0932
No log	3.0806	382	1.1501	0.4493	1.1501	1.0724
No log	3.0968	384	1.0641	0.4087	1.0641	1.0315
No log	3.1129	386	0.9928	0.3990	0.9928	0.9964
No log	3.1290	388	0.9753	0.3903	0.9753	0.9876
No log	3.1452	390	0.9760	0.3295	0.9760	0.9879
No log	3.1613	392	0.9981	0.3824	0.9981	0.9991
No log	3.1774	394	1.0509	0.4911	1.0509	1.0251
No log	3.1935	396	1.1628	0.4113	1.1628	1.0783
No log	3.2097	398	1.2587	0.3571	1.2587	1.1219
No log	3.2258	400	1.2648	0.3263	1.2648	1.1246
No log	3.2419	402	1.2291	0.3418	1.2291	1.1087
No log	3.2581	404	1.2386	0.3418	1.2386	1.1129
No log	3.2742	406	1.1872	0.4224	1.1872	1.0896
No log	3.2903	408	1.0202	0.4834	1.0202	1.0101
No log	3.3065	410	0.8934	0.4639	0.8934	0.9452
No log	3.3226	412	0.8686	0.4908	0.8686	0.9320
No log	3.3387	414	0.8482	0.4787	0.8482	0.9210
No log	3.3548	416	0.8503	0.4633	0.8503	0.9221
No log	3.3710	418	0.8723	0.4446	0.8723	0.9340
No log	3.3871	420	0.8485	0.5083	0.8485	0.9211
No log	3.4032	422	0.8193	0.4950	0.8193	0.9051
No log	3.4194	424	0.8111	0.4831	0.8111	0.9006
No log	3.4355	426	0.8235	0.5242	0.8235	0.9075
No log	3.4516	428	0.8575	0.5460	0.8575	0.9260
No log	3.4677	430	0.9224	0.4986	0.9224	0.9604
No log	3.4839	432	0.9414	0.4469	0.9414	0.9703
No log	3.5	434	0.9340	0.5231	0.9340	0.9664
No log	3.5161	436	0.9959	0.4812	0.9959	0.9980
No log	3.5323	438	1.0879	0.4563	1.0879	1.0430
No log	3.5484	440	1.1662	0.4643	1.1662	1.0799
No log	3.5645	442	1.1486	0.4512	1.1486	1.0717
No log	3.5806	444	1.0660	0.4903	1.0660	1.0325
No log	3.5968	446	1.0404	0.4438	1.0404	1.0200
No log	3.6129	448	1.0189	0.4713	1.0189	1.0094
No log	3.6290	450	1.0105	0.4972	1.0105	1.0052
No log	3.6452	452	1.0657	0.4706	1.0657	1.0323
No log	3.6613	454	1.1502	0.4433	1.1502	1.0725
No log	3.6774	456	1.2611	0.4305	1.2611	1.1230
No log	3.6935	458	1.3703	0.352	1.3703	1.1706
No log	3.7097	460	1.3214	0.3418	1.3214	1.1495
No log	3.7258	462	1.2886	0.3625	1.2886	1.1352
No log	3.7419	464	1.2835	0.3152	1.2835	1.1329
No log	3.7581	466	1.3121	0.3152	1.3121	1.1455
No log	3.7742	468	1.3579	0.3418	1.3579	1.1653
No log	3.7903	470	1.3285	0.4008	1.3285	1.1526
No log	3.8065	472	1.3507	0.4532	1.3507	1.1622
No log	3.8226	474	1.4423	0.4529	1.4423	1.2010
No log	3.8387	476	1.6179	0.3849	1.6179	1.2720
No log	3.8548	478	1.6742	0.3849	1.6742	1.2939
No log	3.8710	480	1.5873	0.3654	1.5873	1.2599
No log	3.8871	482	1.3816	0.3639	1.3816	1.1754
No log	3.9032	484	1.2217	0.4263	1.2217	1.1053
No log	3.9194	486	1.1393	0.4668	1.1393	1.0674
No log	3.9355	488	1.1417	0.5072	1.1417	1.0685
No log	3.9516	490	1.2298	0.3754	1.2298	1.1090
No log	3.9677	492	1.3697	0.2908	1.3697	1.1703
No log	3.9839	494	1.5393	0.3423	1.5393	1.2407
No log	4.0	496	1.5957	0.37	1.5957	1.2632
No log	4.0161	498	1.5344	0.3744	1.5344	1.2387
0.4561	4.0323	500	1.4708	0.3744	1.4708	1.2128
0.4561	4.0484	502	1.5077	0.3756	1.5077	1.2279
0.4561	4.0645	504	1.6092	0.3768	1.6092	1.2685
0.4561	4.0806	506	1.5238	0.3475	1.5238	1.2344
0.4561	4.0968	508	1.3962	0.3168	1.3962	1.1816
0.4561	4.1129	510	1.3502	0.2901	1.3502	1.1620
0.4561	4.1290	512	1.2600	0.3875	1.2600	1.1225
0.4561	4.1452	514	1.2015	0.4463	1.2015	1.0961
0.4561	4.1613	516	1.2107	0.4692	1.2107	1.1003
0.4561	4.1774	518	1.3243	0.4431	1.3243	1.1508
0.4561	4.1935	520	1.4417	0.3878	1.4417	1.2007
0.4561	4.2097	522	1.5566	0.3499	1.5566	1.2476
0.4561	4.2258	524	1.5138	0.3483	1.5138	1.2304
0.4561	4.2419	526	1.4098	0.3466	1.4098	1.1874
0.4561	4.2581	528	1.3618	0.3466	1.3618	1.1670
0.4561	4.2742	530	1.2308	0.4786	1.2308	1.1094
0.4561	4.2903	532	1.0889	0.4699	1.0889	1.0435
0.4561	4.3065	534	1.0380	0.4840	1.0380	1.0188
0.4561	4.3226	536	1.0681	0.4699	1.0681	1.0335
0.4561	4.3387	538	1.1806	0.4331	1.1806	1.0866
0.4561	4.3548	540	1.3193	0.4305	1.3193	1.1486
0.4561	4.3710	542	1.3649	0.4304	1.3649	1.1683
0.4561	4.3871	544	1.3822	0.4304	1.3822	1.1757
0.4561	4.4032	546	1.4814	0.3571	1.4814	1.2171
0.4561	4.4194	548	1.5134	0.3571	1.5134	1.2302
0.4561	4.4355	550	1.5000	0.3571	1.5000	1.2248
0.4561	4.4516	552	1.4847	0.3571	1.4847	1.2185
0.4561	4.4677	554	1.4581	0.3756	1.4581	1.2075
0.4561	4.4839	556	1.4383	0.4183	1.4383	1.1993
0.4561	4.5	558	1.4692	0.3726	1.4692	1.2121
0.4561	4.5161	560	1.4818	0.3510	1.4818	1.2173
0.4561	4.5323	562	1.4055	0.3423	1.4055	1.1855
0.4561	4.5484	564	1.3174	0.3672	1.3174	1.1478
0.4561	4.5645	566	1.2372	0.3793	1.2372	1.1123
0.4561	4.5806	568	1.2269	0.3657	1.2269	1.1077
0.4561	4.5968	570	1.1659	0.4268	1.1659	1.0798
0.4561	4.6129	572	1.0886	0.5536	1.0886	1.0434
0.4561	4.6290	574	1.0287	0.5535	1.0287	1.0142
0.4561	4.6452	576	0.9539	0.4883	0.9539	0.9767
0.4561	4.6613	578	0.9272	0.5164	0.9272	0.9629
0.4561	4.6774	580	0.9457	0.5164	0.9457	0.9725
0.4561	4.6935	582	0.9539	0.5164	0.9539	0.9767
0.4561	4.7097	584	0.9777	0.4986	0.9777	0.9888
0.4561	4.7258	586	1.0034	0.5051	1.0034	1.0017
0.4561	4.7419	588	1.0045	0.5300	1.0045	1.0022
0.4561	4.7581	590	0.9904	0.5584	0.9904	0.9952
0.4561	4.7742	592	0.9964	0.5325	0.9964	0.9982
0.4561	4.7903	594	1.0101	0.4961	1.0101	1.0051
0.4561	4.8065	596	1.0520	0.4821	1.0520	1.0257
0.4561	4.8226	598	1.1433	0.4556	1.1433	1.0692
0.4561	4.8387	600	1.2056	0.4559	1.2056	1.0980
0.4561	4.8548	602	1.1735	0.4432	1.1735	1.0833
0.4561	4.8710	604	1.1002	0.4332	1.1002	1.0489
0.4561	4.8871	606	1.0021	0.532	1.0021	1.0010
0.4561	4.9032	608	0.9018	0.5831	0.9018	0.9496
0.4561	4.9194	610	0.8379	0.6314	0.8379	0.9154
0.4561	4.9355	612	0.8278	0.6314	0.8278	0.9098
0.4561	4.9516	614	0.8455	0.6519	0.8455	0.9195
0.4561	4.9677	616	0.8819	0.6716	0.8819	0.9391
0.4561	4.9839	618	0.9597	0.6170	0.9597	0.9797
0.4561	5.0	620	1.0378	0.5535	1.0378	1.0187
0.4561	5.0161	622	1.1169	0.5406	1.1169	1.0568
0.4561	5.0323	624	1.1522	0.5512	1.1522	1.0734
0.4561	5.0484	626	1.1983	0.4637	1.1983	1.0947
0.4561	5.0645	628	1.2012	0.4171	1.2012	1.0960
0.4561	5.0806	630	1.2114	0.4205	1.2114	1.1007
0.4561	5.0968	632	1.1722	0.4332	1.1722	1.0827
0.4561	5.1129	634	1.1350	0.4686	1.1350	1.0654
0.4561	5.1290	636	1.1224	0.4686	1.1224	1.0594
0.4561	5.1452	638	1.1168	0.4686	1.1168	1.0568
0.4561	5.1613	640	1.1824	0.4302	1.1824	1.0874
0.4561	5.1774	642	1.2729	0.4273	1.2729	1.1282
0.4561	5.1935	644	1.3001	0.4485	1.3001	1.1402
0.4561	5.2097	646	1.2375	0.5263	1.2375	1.1124
0.4561	5.2258	648	1.1322	0.5401	1.1322	1.0640
0.4561	5.2419	650	1.0510	0.5216	1.0510	1.0252
0.4561	5.2581	652	1.0204	0.5216	1.0204	1.0101
0.4561	5.2742	654	1.0380	0.5668	1.0380	1.0188
0.4561	5.2903	656	1.1111	0.5512	1.1111	1.0541
0.4561	5.3065	658	1.2184	0.4767	1.2184	1.1038
0.4561	5.3226	660	1.2681	0.4759	1.2681	1.1261
0.4561	5.3387	662	1.2159	0.4759	1.2159	1.1027
0.4561	5.3548	664	1.1063	0.4908	1.1063	1.0518
0.4561	5.3710	666	1.0578	0.5403	1.0578	1.0285
0.4561	5.3871	668	1.0484	0.5537	1.0484	1.0239
0.4561	5.4032	670	1.0802	0.5401	1.0802	1.0393
0.4561	5.4194	672	1.1262	0.5401	1.1262	1.0612
0.4561	5.4355	674	1.1456	0.5401	1.1456	1.0703
0.4561	5.4516	676	1.1384	0.5401	1.1384	1.0670
0.4561	5.4677	678	1.1350	0.5401	1.1350	1.0653
0.4561	5.4839	680	1.0996	0.5401	1.0996	1.0486
0.4561	5.5	682	1.1180	0.5401	1.1180	1.0574
0.4561	5.5161	684	1.1246	0.5401	1.1246	1.0605
0.4561	5.5323	686	1.1152	0.5401	1.1152	1.0560
0.4561	5.5484	688	1.1141	0.5263	1.1141	1.0555
0.4561	5.5645	690	1.1340	0.5263	1.1340	1.0649
0.4561	5.5806	692	1.1294	0.5263	1.1294	1.0627
0.4561	5.5968	694	1.1894	0.4141	1.1894	1.0906
0.4561	5.6129	696	1.2061	0.4141	1.2061	1.0982
0.4561	5.6290	698	1.1515	0.4765	1.1515	1.0731
0.4561	5.6452	700	1.0521	0.5563	1.0521	1.0257
0.4561	5.6613	702	0.9886	0.5708	0.9886	0.9943
0.4561	5.6774	704	0.9693	0.5619	0.9693	0.9845
0.4561	5.6935	706	0.9554	0.5378	0.9554	0.9774
0.4561	5.7097	708	0.9567	0.5124	0.9567	0.9781
0.4561	5.7258	710	0.9722	0.5378	0.9722	0.9860
0.4561	5.7419	712	1.0313	0.5188	1.0313	1.0155
0.4561	5.7581	714	1.1382	0.4631	1.1382	1.0669
0.4561	5.7742	716	1.2166	0.4130	1.2166	1.1030
0.4561	5.7903	718	1.2468	0.4136	1.2468	1.1166
0.4561	5.8065	720	1.2502	0.4141	1.2502	1.1181
0.4561	5.8226	722	1.2511	0.4145	1.2511	1.1185
0.4561	5.8387	724	1.2028	0.4430	1.2028	1.0967
0.4561	5.8548	726	1.1366	0.4653	1.1366	1.0661
0.4561	5.8710	728	1.0709	0.4923	1.0709	1.0348
0.4561	5.8871	730	1.0664	0.4923	1.0664	1.0327
0.4561	5.9032	732	1.1162	0.4332	1.1162	1.0565
0.4561	5.9194	734	1.1669	0.4431	1.1669	1.0802
0.4561	5.9355	736	1.2186	0.4431	1.2186	1.1039
0.4561	5.9516	738	1.3234	0.4430	1.3234	1.1504
0.4561	5.9677	740	1.4026	0.4430	1.4026	1.1843
0.4561	5.9839	742	1.4084	0.4214	1.4084	1.1868
0.4561	6.0	744	1.4465	0.4214	1.4465	1.2027
0.4561	6.0161	746	1.4937	0.4014	1.4937	1.2221
0.4561	6.0323	748	1.4747	0.4014	1.4747	1.2144
0.4561	6.0484	750	1.4197	0.4214	1.4197	1.1915
0.4561	6.0645	752	1.3872	0.4430	1.3872	1.1778
0.4561	6.0806	754	1.3508	0.4175	1.3508	1.1622
0.4561	6.0968	756	1.3315	0.4141	1.3315	1.1539
0.4561	6.1129	758	1.3512	0.37	1.3512	1.1624
0.4561	6.1290	760	1.3974	0.3493	1.3974	1.1821
0.4561	6.1452	762	1.4058	0.3713	1.4058	1.1857
0.4561	6.1613	764	1.3677	0.3828	1.3677	1.1695
0.4561	6.1774	766	1.2932	0.4404	1.2932	1.1372
0.4561	6.1935	768	1.2576	0.4881	1.2576	1.1214
0.4561	6.2097	770	1.2485	0.4897	1.2485	1.1174
0.4561	6.2258	772	1.2546	0.4897	1.2546	1.1201
0.4561	6.2419	774	1.2702	0.4535	1.2702	1.1270
0.4561	6.2581	776	1.3122	0.4506	1.3122	1.1455
0.4561	6.2742	778	1.3317	0.4506	1.3317	1.1540
0.4561	6.2903	780	1.3015	0.4870	1.3015	1.1408
0.4561	6.3065	782	1.2368	0.4881	1.2368	1.1121
0.4561	6.3226	784	1.1930	0.4881	1.1930	1.0922
0.4561	6.3387	786	1.1810	0.5152	1.1810	1.0867
0.4561	6.3548	788	1.2115	0.4881	1.2115	1.1007
0.4561	6.3710	790	1.2252	0.4881	1.2252	1.1069
0.4561	6.3871	792	1.2557	0.4881	1.2557	1.1206
0.4561	6.4032	794	1.2649	0.4509	1.2649	1.1247
0.4561	6.4194	796	1.2368	0.4881	1.2368	1.1121
0.4561	6.4355	798	1.2624	0.4897	1.2624	1.1236
0.4561	6.4516	800	1.2989	0.4175	1.2989	1.1397
0.4561	6.4677	802	1.2913	0.4175	1.2913	1.1363
0.4561	6.4839	804	1.2969	0.4431	1.2969	1.1388
0.4561	6.5	806	1.3021	0.4431	1.3021	1.1411
0.4561	6.5161	808	1.3263	0.4431	1.3263	1.1517
0.4561	6.5323	810	1.3593	0.4175	1.3593	1.1659
0.4561	6.5484	812	1.3856	0.3925	1.3856	1.1771
0.4561	6.5645	814	1.3523	0.4145	1.3523	1.1629
0.4561	6.5806	816	1.3634	0.4145	1.3634	1.1676
0.4561	6.5968	818	1.3487	0.4141	1.3487	1.1613
0.4561	6.6129	820	1.3111	0.4136	1.3111	1.1450
0.4561	6.6290	822	1.2862	0.4136	1.2862	1.1341
0.4561	6.6452	824	1.2840	0.4136	1.2840	1.1332
0.4561	6.6613	826	1.2491	0.4136	1.2491	1.1176
0.4561	6.6774	828	1.2112	0.4512	1.2112	1.1005
0.4561	6.6935	830	1.1995	0.4512	1.1995	1.0952
0.4561	6.7097	832	1.2004	0.4512	1.2004	1.0956
0.4561	6.7258	834	1.2320	0.4136	1.2320	1.1099
0.4561	6.7419	836	1.2771	0.4141	1.2771	1.1301
0.4561	6.7581	838	1.2793	0.4141	1.2793	1.1311
0.4561	6.7742	840	1.2636	0.4141	1.2636	1.1241
0.4561	6.7903	842	1.2003	0.4431	1.2003	1.0956
0.4561	6.8065	844	1.1681	0.4794	1.1681	1.0808
0.4561	6.8226	846	1.1162	0.4794	1.1162	1.0565
0.4561	6.8387	848	1.0965	0.4794	1.0965	1.0471
0.4561	6.8548	850	1.1038	0.4794	1.1038	1.0506
0.4561	6.8710	852	1.1293	0.4786	1.1293	1.0627
0.4561	6.8871	854	1.1261	0.4786	1.1261	1.0612
0.4561	6.9032	856	1.1395	0.4512	1.1395	1.0675
0.4561	6.9194	858	1.1616	0.4512	1.1616	1.0778
0.4561	6.9355	860	1.2173	0.4136	1.2173	1.1033
0.4561	6.9516	862	1.2898	0.4141	1.2898	1.1357
0.4561	6.9677	864	1.3374	0.4141	1.3374	1.1565
0.4561	6.9839	866	1.3596	0.4141	1.3596	1.1660
0.4561	7.0	868	1.3292	0.4141	1.3292	1.1529
0.4561	7.0161	870	1.3172	0.4141	1.3172	1.1477
0.4561	7.0323	872	1.3393	0.4141	1.3393	1.1573
0.4561	7.0484	874	1.3184	0.4141	1.3184	1.1482
0.4561	7.0645	876	1.2737	0.4141	1.2737	1.1286
0.4561	7.0806	878	1.2341	0.4375	1.2341	1.1109
0.4561	7.0968	880	1.2428	0.4375	1.2428	1.1148
0.4561	7.1129	882	1.2625	0.4375	1.2625	1.1236
0.4561	7.1290	884	1.2409	0.4375	1.2409	1.1139
0.4561	7.1452	886	1.1820	0.4748	1.1820	1.0872
0.4561	7.1613	888	1.1430	0.4776	1.1430	1.0691
0.4561	7.1774	890	1.1260	0.5026	1.1260	1.0611
0.4561	7.1935	892	1.1235	0.5026	1.1235	1.0600
0.4561	7.2097	894	1.1733	0.5026	1.1733	1.0832
0.4561	7.2258	896	1.2072	0.5013	1.2072	1.0987
0.4561	7.2419	898	1.2607	0.4659	1.2607	1.1228
0.4561	7.2581	900	1.3205	0.4404	1.3205	1.1491
0.4561	7.2742	902	1.3737	0.4403	1.3737	1.1721
0.4561	7.2903	904	1.4086	0.4015	1.4086	1.1869
0.4561	7.3065	906	1.4078	0.4145	1.4078	1.1865
0.4561	7.3226	908	1.3612	0.4404	1.3612	1.1667
0.4561	7.3387	910	1.2814	0.4404	1.2814	1.1320
0.4561	7.3548	912	1.1982	0.4767	1.1982	1.0946
0.4561	7.3710	914	1.1476	0.4786	1.1476	1.0712
0.4561	7.3871	916	1.1266	0.5257	1.1266	1.0614
0.4561	7.4032	918	1.1354	0.5251	1.1354	1.0656
0.4561	7.4194	920	1.1770	0.4767	1.1770	1.0849
0.4561	7.4355	922	1.2352	0.4767	1.2352	1.1114
0.4561	7.4516	924	1.2951	0.4141	1.2951	1.1380
0.4561	7.4677	926	1.3674	0.4008	1.3674	1.1694
0.4561	7.4839	928	1.4061	0.4008	1.4061	1.1858
0.4561	7.5	930	1.3996	0.4008	1.3996	1.1831
0.4561	7.5161	932	1.3762	0.4008	1.3762	1.1731
0.4561	7.5323	934	1.3331	0.4141	1.3331	1.1546
0.4561	7.5484	936	1.2798	0.4136	1.2798	1.1313
0.4561	7.5645	938	1.2379	0.4509	1.2379	1.1126
0.4561	7.5806	940	1.1935	0.4509	1.1935	1.0925
0.4561	7.5968	942	1.1687	0.5	1.1687	1.0811
0.4561	7.6129	944	1.1597	0.5	1.1597	1.0769
0.4561	7.6290	946	1.1729	0.5	1.1729	1.0830
0.4561	7.6452	948	1.1908	0.5	1.1908	1.0912
0.4561	7.6613	950	1.2008	0.5	1.2008	1.0958
0.4561	7.6774	952	1.2269	0.5	1.2269	1.1077
0.4561	7.6935	954	1.2451	0.5	1.2451	1.1158
0.4561	7.7097	956	1.2431	0.5014	1.2431	1.1149
0.4561	7.7258	958	1.2455	0.5014	1.2455	1.1160
0.4561	7.7419	960	1.2523	0.5	1.2523	1.1191
0.4561	7.7581	962	1.2570	0.4509	1.2570	1.1212
0.4561	7.7742	964	1.2624	0.4509	1.2624	1.1236
0.4561	7.7903	966	1.2594	0.4759	1.2594	1.1222
0.4561	7.8065	968	1.2442	0.4759	1.2442	1.1154
0.4561	7.8226	970	1.2277	0.4759	1.2277	1.1080
0.4561	7.8387	972	1.2409	0.4759	1.2409	1.1140
0.4561	7.8548	974	1.2711	0.4759	1.2711	1.1274
0.4561	7.8710	976	1.2718	0.4767	1.2718	1.1277
0.4561	7.8871	978	1.2629	0.4767	1.2629	1.1238
0.4561	7.9032	980	1.2595	0.4767	1.2595	1.1223
0.4561	7.9194	982	1.2347	0.4509	1.2347	1.1112
0.4561	7.9355	984	1.2001	0.5	1.2001	1.0955
0.4561	7.9516	986	1.1590	0.5	1.1590	1.0766
0.4561	7.9677	988	1.1413	0.5378	1.1413	1.0683
0.4561	7.9839	990	1.1266	0.5401	1.1266	1.0614
0.4561	8.0	992	1.1279	0.5378	1.1279	1.0620
0.4561	8.0161	994	1.1501	0.5378	1.1501	1.0724
0.4561	8.0323	996	1.1962	0.5	1.1962	1.0937
0.4561	8.0484	998	1.2367	0.5	1.2367	1.1121
0.0784	8.0645	1000	1.2473	0.4509	1.2473	1.1168
0.0784	8.0806	1002	1.2365	0.4767	1.2365	1.1120
0.0784	8.0968	1004	1.2252	0.5251	1.2252	1.1069
0.0784	8.1129	1006	1.2155	0.5251	1.2155	1.1025
0.0784	8.1290	1008	1.2044	0.5251	1.2044	1.0975
0.0784	8.1452	1010	1.1709	0.5251	1.1709	1.0821
0.0784	8.1613	1012	1.1278	0.5145	1.1278	1.0620
0.0784	8.1774	1014	1.0946	0.5512	1.0946	1.0462
0.0784	8.1935	1016	1.0672	0.5512	1.0672	1.0330
0.0784	8.2097	1018	1.0477	0.5877	1.0477	1.0236
0.0784	8.2258	1020	1.0463	0.5943	1.0463	1.0229
0.0784	8.2419	1022	1.0587	0.5562	1.0587	1.0289
0.0784	8.2581	1024	1.0815	0.5645	1.0815	1.0400
0.0784	8.2742	1026	1.1098	0.5378	1.1098	1.0535
0.0784	8.2903	1028	1.1244	0.5378	1.1244	1.0604
0.0784	8.3065	1030	1.1372	0.5	1.1372	1.0664
0.0784	8.3226	1032	1.1604	0.5	1.1604	1.0772
0.0784	8.3387	1034	1.1847	0.5	1.1847	1.0884
0.0784	8.3548	1036	1.2165	0.5	1.2165	1.1030
0.0784	8.3710	1038	1.2378	0.4506	1.2378	1.1126
0.0784	8.3871	1040	1.2413	0.4759	1.2413	1.1141
0.0784	8.4032	1042	1.2339	0.4759	1.2339	1.1108
0.0784	8.4194	1044	1.2146	0.4759	1.2146	1.1021
0.0784	8.4355	1046	1.1849	0.5251	1.1849	1.0885
0.0784	8.4516	1048	1.1459	0.5251	1.1459	1.0705
0.0784	8.4677	1050	1.1211	0.5257	1.1211	1.0588
0.0784	8.4839	1052	1.0913	0.5972	1.0913	1.0447
0.0784	8.5	1054	1.0669	0.5972	1.0669	1.0329
0.0784	8.5161	1056	1.0540	0.5867	1.0540	1.0266
0.0784	8.5323	1058	1.0518	0.5867	1.0518	1.0256
0.0784	8.5484	1060	1.0462	0.5909	1.0462	1.0229
0.0784	8.5645	1062	1.0443	0.5562	1.0443	1.0219
0.0784	8.5806	1064	1.0356	0.5943	1.0356	1.0177
0.0784	8.5968	1066	1.0252	0.5943	1.0252	1.0125
0.0784	8.6129	1068	1.0322	0.5943	1.0322	1.0160
0.0784	8.6290	1070	1.0514	0.5562	1.0514	1.0254
0.0784	8.6452	1072	1.0734	0.5673	1.0734	1.0361
0.0784	8.6613	1074	1.0735	0.5673	1.0735	1.0361
0.0784	8.6774	1076	1.0708	0.5562	1.0708	1.0348
0.0784	8.6935	1078	1.0642	0.5562	1.0642	1.0316
0.0784	8.7097	1080	1.0580	0.5562	1.0580	1.0286
0.0784	8.7258	1082	1.0659	0.5562	1.0659	1.0324
0.0784	8.7419	1084	1.0606	0.5562	1.0606	1.0298
0.0784	8.7581	1086	1.0525	0.5562	1.0525	1.0259
0.0784	8.7742	1088	1.0591	0.5562	1.0591	1.0291
0.0784	8.7903	1090	1.0582	0.5536	1.0582	1.0287
0.0784	8.8065	1092	1.0600	0.5536	1.0600	1.0296
0.0784	8.8226	1094	1.0707	0.5536	1.0707	1.0348
0.0784	8.8387	1096	1.0874	0.5536	1.0874	1.0428
0.0784	8.8548	1098	1.1163	0.5251	1.1163	1.0565
0.0784	8.8710	1100	1.1452	0.5251	1.1452	1.0701
0.0784	8.8871	1102	1.1685	0.5251	1.1685	1.0810
0.0784	8.9032	1104	1.1689	0.5251	1.1689	1.0812
0.0784	8.9194	1106	1.1736	0.5251	1.1736	1.0833
0.0784	8.9355	1108	1.1758	0.5251	1.1758	1.0843
0.0784	8.9516	1110	1.1762	0.5618	1.1762	1.0845
0.0784	8.9677	1112	1.1681	0.5618	1.1681	1.0808
0.0784	8.9839	1114	1.1665	0.5618	1.1665	1.0800
0.0784	9.0	1116	1.1595	0.5618	1.1595	1.0768
0.0784	9.0161	1118	1.1673	0.5251	1.1673	1.0804
0.0784	9.0323	1120	1.1862	0.5251	1.1862	1.0891
0.0784	9.0484	1122	1.2003	0.5251	1.2003	1.0956
0.0784	9.0645	1124	1.2177	0.5251	1.2177	1.1035
0.0784	9.0806	1126	1.2280	0.5251	1.2280	1.1082
0.0784	9.0968	1128	1.2242	0.5251	1.2242	1.1064
0.0784	9.1129	1130	1.2176	0.5251	1.2176	1.1034
0.0784	9.1290	1132	1.2102	0.5251	1.2102	1.1001
0.0784	9.1452	1134	1.1977	0.5251	1.1977	1.0944
0.0784	9.1613	1136	1.1801	0.5251	1.1801	1.0863
0.0784	9.1774	1138	1.1655	0.5251	1.1655	1.0796
0.0784	9.1935	1140	1.1621	0.5251	1.1621	1.0780
0.0784	9.2097	1142	1.1659	0.5251	1.1659	1.0798
0.0784	9.2258	1144	1.1729	0.5251	1.1729	1.0830
0.0784	9.2419	1146	1.1692	0.5251	1.1692	1.0813
0.0784	9.2581	1148	1.1743	0.5251	1.1743	1.0837
0.0784	9.2742	1150	1.1750	0.5251	1.1750	1.0840
0.0784	9.2903	1152	1.1758	0.5251	1.1758	1.0844
0.0784	9.3065	1154	1.1779	0.5251	1.1779	1.0853
0.0784	9.3226	1156	1.1820	0.5251	1.1820	1.0872
0.0784	9.3387	1158	1.1870	0.5251	1.1870	1.0895
0.0784	9.3548	1160	1.1838	0.5251	1.1838	1.0880
0.0784	9.3710	1162	1.1764	0.5251	1.1764	1.0846
0.0784	9.3871	1164	1.1622	0.5251	1.1622	1.0780
0.0784	9.4032	1166	1.1491	0.5251	1.1491	1.0719
0.0784	9.4194	1168	1.1426	0.5251	1.1426	1.0689
0.0784	9.4355	1170	1.1393	0.5251	1.1393	1.0674
0.0784	9.4516	1172	1.1345	0.5251	1.1345	1.0652
0.0784	9.4677	1174	1.1388	0.5251	1.1388	1.0671
0.0784	9.4839	1176	1.1421	0.5251	1.1421	1.0687
0.0784	9.5	1178	1.1425	0.5251	1.1425	1.0689
0.0784	9.5161	1180	1.1420	0.5251	1.1420	1.0687
0.0784	9.5323	1182	1.1410	0.5251	1.1410	1.0682
0.0784	9.5484	1184	1.1379	0.5251	1.1379	1.0667
0.0784	9.5645	1186	1.1380	0.5251	1.1380	1.0668
0.0784	9.5806	1188	1.1412	0.5251	1.1412	1.0683
0.0784	9.5968	1190	1.1419	0.5251	1.1419	1.0686
0.0784	9.6129	1192	1.1463	0.5251	1.1463	1.0707
0.0784	9.6290	1194	1.1542	0.5251	1.1542	1.0743
0.0784	9.6452	1196	1.1655	0.5251	1.1655	1.0796
0.0784	9.6613	1198	1.1733	0.5251	1.1733	1.0832
0.0784	9.6774	1200	1.1749	0.5251	1.1749	1.0839
0.0784	9.6935	1202	1.1758	0.5251	1.1758	1.0843
0.0784	9.7097	1204	1.1756	0.5251	1.1756	1.0843
0.0784	9.7258	1206	1.1749	0.5251	1.1749	1.0839
0.0784	9.7419	1208	1.1737	0.5251	1.1737	1.0834
0.0784	9.7581	1210	1.1757	0.5251	1.1757	1.0843
0.0784	9.7742	1212	1.1788	0.5251	1.1788	1.0857
0.0784	9.7903	1214	1.1800	0.5251	1.1800	1.0863
0.0784	9.8065	1216	1.1794	0.5251	1.1794	1.0860
0.0784	9.8226	1218	1.1810	0.5251	1.1810	1.0867
0.0784	9.8387	1220	1.1820	0.5251	1.1820	1.0872
0.0784	9.8548	1222	1.1806	0.5251	1.1806	1.0866
0.0784	9.8710	1224	1.1779	0.5251	1.1779	1.0853
0.0784	9.8871	1226	1.1753	0.5251	1.1753	1.0841
0.0784	9.9032	1228	1.1720	0.5251	1.1720	1.0826
0.0784	9.9194	1230	1.1696	0.5251	1.1696	1.0815
0.0784	9.9355	1232	1.1674	0.5251	1.1674	1.0805
0.0784	9.9516	1234	1.1655	0.5251	1.1655	1.0796
0.0784	9.9677	1236	1.1644	0.5251	1.1644	1.0791
0.0784	9.9839	1238	1.1637	0.5251	1.1637	1.0788
0.0784	10.0	1240	1.1635	0.5251	1.1635	1.0787

Framework versions

Transformers 4.44.2
Pytorch 2.4.0+cu118
Datasets 2.21.0
Tokenizers 0.19.1

MayBashendy/ArabicNewSplits2_FineTuningAraBERT_run4_AugV5_k30_task1_organization

ArabicNewSplits2_FineTuningAraBERT_run4_AugV5_k30_task1_organization

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

MayBashendy/
ArabicNewSplits2_FineTuningAraBERT_run4_AugV5_k30_task1_organization