Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0161	2	4.5987	-0.0021	4.5987	2.1445
No log	0.0323	4	2.6669	0.0693	2.6669	1.6331
No log	0.0484	6	1.8323	0.0973	1.8323	1.3536
No log	0.0645	8	1.5691	0.0970	1.5691	1.2526
No log	0.0806	10	1.4410	0.1227	1.4410	1.2004
No log	0.0968	12	1.3435	0.1758	1.3435	1.1591
No log	0.1129	14	1.4594	0.0	1.4594	1.2081
No log	0.1290	16	1.3425	0.0	1.3425	1.1587
No log	0.1452	18	1.3060	0.0502	1.3060	1.1428
No log	0.1613	20	1.3555	0.0502	1.3555	1.1642
No log	0.1774	22	1.5242	0.0825	1.5242	1.2346
No log	0.1935	24	1.4292	0.0825	1.4292	1.1955
No log	0.2097	26	1.2737	0.0625	1.2737	1.1286
No log	0.2258	28	1.1201	0.3481	1.1201	1.0584
No log	0.2419	30	1.1000	0.3481	1.1000	1.0488
No log	0.2581	32	1.1547	0.2979	1.1547	1.0746
No log	0.2742	34	1.1076	0.3989	1.1076	1.0524
No log	0.2903	36	1.0455	0.4890	1.0455	1.0225
No log	0.3065	38	0.9738	0.4397	0.9738	0.9868
No log	0.3226	40	1.0059	0.4525	1.0059	1.0029
No log	0.3387	42	1.1645	0.2340	1.1645	1.0791
No log	0.3548	44	1.2847	0.0874	1.2847	1.1334
No log	0.3710	46	1.4245	0.0502	1.4245	1.1935
No log	0.3871	48	1.5309	0.0970	1.5309	1.2373
No log	0.4032	50	1.2674	0.1632	1.2674	1.1258
No log	0.4194	52	0.9934	0.4355	0.9934	0.9967
No log	0.4355	54	0.9338	0.3547	0.9338	0.9663
No log	0.4516	56	0.9360	0.3346	0.9360	0.9675
No log	0.4677	58	0.9378	0.3448	0.9378	0.9684
No log	0.4839	60	1.0023	0.3710	1.0023	1.0011
No log	0.5	62	1.0750	0.3754	1.0750	1.0368
No log	0.5161	64	1.1052	0.3028	1.1052	1.0513
No log	0.5323	66	1.1526	0.2003	1.1526	1.0736
No log	0.5484	68	1.1271	0.3345	1.1271	1.0616
No log	0.5645	70	1.0348	0.4639	1.0348	1.0173
No log	0.5806	72	0.9135	0.4890	0.9135	0.9558
No log	0.5968	74	0.8468	0.5037	0.8468	0.9202
No log	0.6129	76	0.8033	0.5306	0.8033	0.8963
No log	0.6290	78	0.8065	0.4291	0.8065	0.8980
No log	0.6452	80	0.8841	0.3473	0.8841	0.9403
No log	0.6613	82	1.2135	0.2921	1.2135	1.1016
No log	0.6774	84	1.2921	0.1970	1.2921	1.1367
No log	0.6935	86	1.2200	0.2167	1.2200	1.1045
No log	0.7097	88	0.9617	0.4066	0.9617	0.9807
No log	0.7258	90	1.0127	0.3893	1.0127	1.0063
No log	0.7419	92	1.4591	0.1788	1.4591	1.2079
No log	0.7581	94	1.8529	0.0071	1.8529	1.3612
No log	0.7742	96	1.7853	0.0071	1.7853	1.3362
No log	0.7903	98	1.4126	0.1848	1.4126	1.1885
No log	0.8065	100	0.9593	0.3690	0.9593	0.9794
No log	0.8226	102	0.8740	0.3736	0.8740	0.9349
No log	0.8387	104	1.0202	0.3473	1.0202	1.0100
No log	0.8548	106	1.5574	0.0345	1.5574	1.2480
No log	0.8710	108	1.6395	0.0074	1.6395	1.2804
No log	0.8871	110	1.2612	0.2903	1.2612	1.1230
No log	0.9032	112	0.8571	0.55	0.8571	0.9258
No log	0.9194	114	0.7767	0.5874	0.7767	0.8813
No log	0.9355	116	1.0650	0.4987	1.0650	1.0320
No log	0.9516	118	1.4589	0.3239	1.4589	1.2078
No log	0.9677	120	1.4577	0.3366	1.4577	1.2074
No log	0.9839	122	1.5644	0.2764	1.5644	1.2507
No log	1.0	124	1.3938	0.3087	1.3938	1.1806
No log	1.0161	126	1.0036	0.5278	1.0036	1.0018
No log	1.0323	128	0.8566	0.5408	0.8566	0.9255
No log	1.0484	130	0.8242	0.5122	0.8242	0.9079
No log	1.0645	132	0.7830	0.4500	0.7830	0.8849
No log	1.0806	134	0.7956	0.5881	0.7956	0.8920
No log	1.0968	136	0.8081	0.5248	0.8081	0.8990
No log	1.1129	138	0.8191	0.5083	0.8191	0.9050
No log	1.1290	140	0.7641	0.5514	0.7641	0.8741
No log	1.1452	142	0.8841	0.5696	0.8841	0.9403
No log	1.1613	144	0.9304	0.5068	0.9304	0.9646
No log	1.1774	146	0.9992	0.4405	0.9992	0.9996
No log	1.1935	148	0.9564	0.4675	0.9564	0.9780
No log	1.2097	150	0.7906	0.5543	0.7906	0.8891
No log	1.2258	152	0.7745	0.6143	0.7745	0.8800
No log	1.2419	154	0.8346	0.5456	0.8346	0.9136
No log	1.2581	156	0.8686	0.3777	0.8686	0.9320
No log	1.2742	158	0.7755	0.4173	0.7755	0.8806
No log	1.2903	160	0.7379	0.4355	0.7379	0.8590
No log	1.3065	162	0.8379	0.4130	0.8379	0.9153
No log	1.3226	164	0.8126	0.4137	0.8126	0.9014
No log	1.3387	166	0.7693	0.5439	0.7693	0.8771
No log	1.3548	168	0.7334	0.5161	0.7334	0.8564
No log	1.3710	170	0.7146	0.6455	0.7146	0.8453
No log	1.3871	172	0.8981	0.5681	0.8981	0.9477
No log	1.4032	174	1.4704	0.3538	1.4704	1.2126
No log	1.4194	176	1.5900	0.1754	1.5900	1.2609
No log	1.4355	178	1.4118	0.2389	1.4118	1.1882
No log	1.4516	180	1.0386	0.5354	1.0386	1.0191
No log	1.4677	182	0.8998	0.5216	0.8998	0.9486
No log	1.4839	184	0.9629	0.5920	0.9629	0.9813
No log	1.5	186	1.1161	0.5622	1.1161	1.0565
No log	1.5161	188	1.2122	0.4748	1.2122	1.1010
No log	1.5323	190	1.1926	0.4748	1.1926	1.0921
No log	1.5484	192	0.9948	0.5283	0.9948	0.9974
No log	1.5645	194	0.7761	0.5354	0.7761	0.8810
No log	1.5806	196	0.7471	0.5645	0.7471	0.8644
No log	1.5968	198	0.8135	0.5354	0.8135	0.9019
No log	1.6129	200	1.0705	0.4756	1.0705	1.0346
No log	1.6290	202	1.1993	0.4756	1.1993	1.0951
No log	1.6452	204	1.1126	0.5028	1.1126	1.0548
No log	1.6613	206	0.8429	0.5059	0.8429	0.9181
No log	1.6774	208	0.6813	0.6274	0.6813	0.8254
No log	1.6935	210	0.6783	0.6506	0.6783	0.8236
No log	1.7097	212	0.8175	0.5473	0.8175	0.9042
No log	1.7258	214	1.2457	0.4609	1.2457	1.1161
No log	1.7419	216	1.6185	0.2972	1.6185	1.2722
No log	1.7581	218	1.6921	0.3170	1.6921	1.3008
No log	1.7742	220	1.4272	0.4501	1.4272	1.1947
No log	1.7903	222	0.9710	0.5649	0.9710	0.9854
No log	1.8065	224	0.8611	0.5946	0.8611	0.9280
No log	1.8226	226	0.9362	0.5678	0.9362	0.9676
No log	1.8387	228	1.1069	0.5135	1.1069	1.0521
No log	1.8548	230	1.1652	0.5135	1.1652	1.0795
No log	1.8710	232	1.0972	0.5135	1.0972	1.0475
No log	1.8871	234	0.9930	0.5135	0.9930	0.9965
No log	1.9032	236	0.9384	0.5777	0.9384	0.9687
No log	1.9194	238	0.9332	0.5777	0.9332	0.9660
No log	1.9355	240	0.8902	0.5777	0.8902	0.9435
No log	1.9516	242	0.8327	0.6319	0.8327	0.9125
No log	1.9677	244	0.8620	0.6098	0.8620	0.9285
No log	1.9839	246	0.9011	0.5726	0.9011	0.9492
No log	2.0	248	0.8285	0.5897	0.8285	0.9102
No log	2.0161	250	0.7887	0.6057	0.7887	0.8881
No log	2.0323	252	0.8705	0.55	0.8705	0.9330
No log	2.0484	254	0.8867	0.4957	0.8867	0.9417
No log	2.0645	256	0.8329	0.5431	0.8329	0.9126
No log	2.0806	258	0.8291	0.5146	0.8291	0.9105
No log	2.0968	260	0.8448	0.5524	0.8448	0.9191
No log	2.1129	262	0.8598	0.6230	0.8598	0.9272
No log	2.1290	264	0.9476	0.5581	0.9476	0.9735
No log	2.1452	266	0.9502	0.5581	0.9502	0.9748
No log	2.1613	268	0.8746	0.6298	0.8746	0.9352
No log	2.1774	270	0.7830	0.6547	0.7830	0.8849
No log	2.1935	272	0.7718	0.6547	0.7718	0.8785
No log	2.2097	274	0.8385	0.5581	0.8385	0.9157
No log	2.2258	276	0.8063	0.6067	0.8063	0.8979
No log	2.2419	278	0.7069	0.7063	0.7069	0.8408
No log	2.2581	280	0.6929	0.7135	0.6929	0.8324
No log	2.2742	282	0.7709	0.6547	0.7709	0.8780
No log	2.2903	284	0.9180	0.5792	0.9180	0.9581
No log	2.3065	286	0.9715	0.5792	0.9715	0.9856
No log	2.3226	288	0.8269	0.6067	0.8269	0.9093
No log	2.3387	290	0.7450	0.7008	0.7450	0.8631
No log	2.3548	292	0.7298	0.6951	0.7298	0.8543
No log	2.3710	294	0.7709	0.6425	0.7709	0.8780
No log	2.3871	296	0.8353	0.6319	0.8353	0.9140
No log	2.4032	298	0.9695	0.5430	0.9695	0.9846
No log	2.4194	300	0.9032	0.5452	0.9032	0.9504
No log	2.4355	302	0.7756	0.6218	0.7756	0.8807
No log	2.4516	304	0.7492	0.6348	0.7492	0.8656
No log	2.4677	306	0.7723	0.6468	0.7723	0.8788
No log	2.4839	308	0.8383	0.6067	0.8383	0.9156
No log	2.5	310	1.0138	0.5949	1.0138	1.0069
No log	2.5161	312	1.4413	0.4867	1.4413	1.2005
No log	2.5323	314	1.6714	0.3868	1.6714	1.2928
No log	2.5484	316	1.5442	0.4190	1.5442	1.2427
No log	2.5645	318	1.2007	0.5123	1.2007	1.0958
No log	2.5806	320	0.8895	0.5941	0.8895	0.9431
No log	2.5968	322	0.7944	0.6625	0.7944	0.8913
No log	2.6129	324	0.7936	0.5886	0.7936	0.8908
No log	2.6290	326	0.8468	0.5737	0.8468	0.9202
No log	2.6452	328	0.9545	0.5588	0.9545	0.9770
No log	2.6613	330	1.0089	0.4915	1.0089	1.0045
No log	2.6774	332	0.9517	0.4915	0.9517	0.9755
No log	2.6935	334	0.8170	0.5873	0.8170	0.9039
No log	2.7097	336	0.7911	0.5862	0.7911	0.8894
No log	2.7258	338	0.7926	0.6044	0.7926	0.8903
No log	2.7419	340	0.8508	0.5737	0.8508	0.9224
No log	2.7581	342	0.9284	0.5430	0.9284	0.9635
No log	2.7742	344	0.8901	0.5814	0.8901	0.9434
No log	2.7903	346	0.8541	0.6044	0.8541	0.9242
No log	2.8065	348	0.8431	0.5437	0.8431	0.9182
No log	2.8226	350	0.7647	0.6003	0.7647	0.8745
No log	2.8387	352	0.7312	0.6695	0.7312	0.8551
No log	2.8548	354	0.7427	0.6695	0.7427	0.8618
No log	2.8710	356	0.7829	0.5852	0.7829	0.8848
No log	2.8871	358	0.8617	0.5909	0.8617	0.9283
No log	2.9032	360	0.8504	0.6044	0.8504	0.9221
No log	2.9194	362	0.7997	0.5714	0.7997	0.8943
No log	2.9355	364	0.8207	0.6044	0.8207	0.9059
No log	2.9516	366	0.8944	0.6319	0.8944	0.9457
No log	2.9677	368	1.0027	0.5631	1.0027	1.0013
No log	2.9839	370	1.2016	0.5683	1.2016	1.0962
No log	3.0	372	1.1748	0.5488	1.1748	1.0839
No log	3.0161	374	1.0627	0.5512	1.0627	1.0309
No log	3.0323	376	1.0389	0.5512	1.0389	1.0192
No log	3.0484	378	1.1787	0.5593	1.1787	1.0857
No log	3.0645	380	1.3740	0.4187	1.3740	1.1722
No log	3.0806	382	1.5424	0.3986	1.5424	1.2419
No log	3.0968	384	1.4219	0.4187	1.4219	1.1924
No log	3.1129	386	1.1876	0.5593	1.1876	1.0898
No log	3.1290	388	1.1521	0.5593	1.1521	1.0734
No log	3.1452	390	1.2750	0.4860	1.2750	1.1292
No log	3.1613	392	1.3733	0.4851	1.3733	1.1719
No log	3.1774	394	1.3152	0.4733	1.3152	1.1468
No log	3.1935	396	1.1993	0.5135	1.1993	1.0951
No log	3.2097	398	1.2052	0.5	1.2052	1.0978
No log	3.2258	400	1.2934	0.4726	1.2934	1.1373
No log	3.2419	402	1.2961	0.4733	1.2961	1.1385
No log	3.2581	404	1.3629	0.4499	1.3629	1.1674
No log	3.2742	406	1.3350	0.4860	1.3350	1.1554
No log	3.2903	408	1.2601	0.4860	1.2601	1.1225
No log	3.3065	410	1.3749	0.4733	1.3749	1.1726
No log	3.3226	412	1.6342	0.3661	1.6342	1.2784
No log	3.3387	414	1.7812	0.2764	1.7812	1.3346
No log	3.3548	416	1.7671	0.3710	1.7671	1.3293
No log	3.3710	418	1.4928	0.4187	1.4928	1.2218
No log	3.3871	420	1.1348	0.5726	1.1348	1.0653
No log	3.4032	422	0.9393	0.5733	0.9393	0.9692
No log	3.4194	424	0.9092	0.4896	0.9092	0.9535
No log	3.4355	426	0.9754	0.4722	0.9754	0.9876
No log	3.4516	428	1.1286	0.5310	1.1286	1.0624
No log	3.4677	430	1.3475	0.4506	1.3475	1.1608
No log	3.4839	432	1.4676	0.4154	1.4676	1.2114
No log	3.5	434	1.4615	0.4154	1.4615	1.2089
No log	3.5161	436	1.3310	0.4860	1.3310	1.1537
No log	3.5323	438	1.1952	0.4870	1.1952	1.0933
No log	3.5484	440	1.1229	0.5755	1.1229	1.0597
No log	3.5645	442	1.1000	0.5755	1.1000	1.0488
No log	3.5806	444	1.1270	0.4870	1.1270	1.0616
No log	3.5968	446	1.2164	0.4860	1.2164	1.1029
No log	3.6129	448	1.2762	0.4501	1.2762	1.1297
No log	3.6290	450	1.2712	0.4375	1.2712	1.1275
No log	3.6452	452	1.2001	0.5225	1.2001	1.0955
No log	3.6613	454	1.1548	0.5378	1.1548	1.0746
No log	3.6774	456	1.1098	0.5378	1.1098	1.0535
No log	3.6935	458	1.0003	0.6070	1.0003	1.0001
No log	3.7097	460	0.9298	0.5850	0.9298	0.9643
No log	3.7258	462	0.9653	0.5537	0.9653	0.9825
No log	3.7419	464	1.0138	0.5537	1.0138	1.0069
No log	3.7581	466	1.0853	0.5512	1.0853	1.0418
No log	3.7742	468	1.0285	0.5537	1.0285	1.0141
No log	3.7903	470	0.9719	0.5537	0.9719	0.9858
No log	3.8065	472	0.9417	0.5537	0.9417	0.9704
No log	3.8226	474	0.8483	0.5586	0.8483	0.9210
No log	3.8387	476	0.7325	0.5696	0.7325	0.8559
No log	3.8548	478	0.6811	0.6488	0.6811	0.8253
No log	3.8710	480	0.6987	0.6488	0.6987	0.8359
No log	3.8871	482	0.7188	0.6892	0.7188	0.8478
No log	3.9032	484	0.7190	0.7039	0.7190	0.8480
No log	3.9194	486	0.7208	0.7039	0.7208	0.8490
No log	3.9355	488	0.7455	0.6705	0.7455	0.8634
No log	3.9516	490	0.7946	0.6881	0.7946	0.8914
No log	3.9677	492	0.7924	0.6705	0.7924	0.8902
No log	3.9839	494	0.7491	0.6693	0.7491	0.8655
No log	4.0	496	0.7387	0.6698	0.7387	0.8595
No log	4.0161	498	0.7575	0.6037	0.7575	0.8703
0.4123	4.0323	500	0.7379	0.6037	0.7379	0.8590
0.4123	4.0484	502	0.7323	0.6983	0.7323	0.8557
0.4123	4.0645	504	0.7679	0.6228	0.7679	0.8763
0.4123	4.0806	506	0.7896	0.5249	0.7896	0.8886
0.4123	4.0968	508	0.8404	0.5437	0.8404	0.9168
0.4123	4.1129	510	0.9471	0.5453	0.9471	0.9732
0.4123	4.1290	512	1.1215	0.5466	1.1215	1.0590
0.4123	4.1452	514	1.1618	0.5349	1.1618	1.0779
0.4123	4.1613	516	1.0732	0.5371	1.0732	1.0359
0.4123	4.1774	518	0.9793	0.5751	0.9793	0.9896
0.4123	4.1935	520	0.9108	0.5835	0.9108	0.9543
0.4123	4.2097	522	0.9155	0.5835	0.9155	0.9568
0.4123	4.2258	524	0.9579	0.5778	0.9579	0.9787
0.4123	4.2419	526	1.0623	0.5730	1.0623	1.0307
0.4123	4.2581	528	1.1398	0.5349	1.1398	1.0676
0.4123	4.2742	530	1.1475	0.5349	1.1475	1.0712
0.4123	4.2903	532	1.0918	0.5390	1.0918	1.0449
0.4123	4.3065	534	1.0246	0.5453	1.0246	1.0122
0.4123	4.3226	536	0.9460	0.5282	0.9460	0.9726
0.4123	4.3387	538	0.9290	0.4309	0.9290	0.9638
0.4123	4.3548	540	0.9186	0.4849	0.9186	0.9584
0.4123	4.3710	542	0.9520	0.4516	0.9520	0.9757
0.4123	4.3871	544	1.0305	0.5231	1.0305	1.0152
0.4123	4.4032	546	1.1385	0.5488	1.1385	1.0670
0.4123	4.4194	548	1.1835	0.5114	1.1835	1.0879
0.4123	4.4355	550	1.1840	0.5466	1.1840	1.0881
0.4123	4.4516	552	1.1129	0.5467	1.1129	1.0549
0.4123	4.4677	554	1.0249	0.5179	1.0249	1.0124
0.4123	4.4839	556	1.0214	0.5388	1.0214	1.0106
0.4123	4.5	558	1.0558	0.5368	1.0558	1.0275
0.4123	4.5161	560	1.0730	0.5368	1.0730	1.0358
0.4123	4.5323	562	1.1199	0.5446	1.1199	1.0583
0.4123	4.5484	564	1.1426	0.5446	1.1426	1.0689
0.4123	4.5645	566	1.1334	0.5467	1.1334	1.0646
0.4123	4.5806	568	1.1692	0.5099	1.1692	1.0813
0.4123	4.5968	570	1.1576	0.5099	1.1576	1.0759
0.4123	4.6129	572	1.0907	0.5466	1.0907	1.0443
0.4123	4.6290	574	1.0865	0.5114	1.0865	1.0423
0.4123	4.6452	576	1.1326	0.4860	1.1326	1.0642
0.4123	4.6613	578	1.1953	0.4860	1.1953	1.0933
0.4123	4.6774	580	1.2736	0.4860	1.2736	1.1285
0.4123	4.6935	582	1.2502	0.4860	1.2502	1.1181
0.4123	4.7097	584	1.1422	0.4767	1.1422	1.0687
0.4123	4.7258	586	1.0199	0.5385	1.0199	1.0099
0.4123	4.7419	588	0.9519	0.5451	0.9519	0.9757
0.4123	4.7581	590	0.9103	0.5789	0.9103	0.9541
0.4123	4.7742	592	0.9355	0.5197	0.9355	0.9672
0.4123	4.7903	594	1.0029	0.5403	1.0029	1.0014
0.4123	4.8065	596	1.0394	0.5403	1.0394	1.0195
0.4123	4.8226	598	1.0553	0.5615	1.0553	1.0273
0.4123	4.8387	600	1.0940	0.5615	1.0940	1.0460
0.4123	4.8548	602	1.0090	0.6097	1.0090	1.0045
0.4123	4.8710	604	0.9142	0.6170	0.9142	0.9561
0.4123	4.8871	606	0.8248	0.675	0.8248	0.9082
0.4123	4.9032	608	0.7573	0.6618	0.7573	0.8702
0.4123	4.9194	610	0.7236	0.6182	0.7236	0.8506
0.4123	4.9355	612	0.7401	0.5947	0.7401	0.8603
0.4123	4.9516	614	0.7870	0.5794	0.7870	0.8871
0.4123	4.9677	616	0.8545	0.5431	0.8545	0.9244
0.4123	4.9839	618	0.9297	0.5106	0.9297	0.9642
0.4123	5.0	620	0.9804	0.4931	0.9804	0.9902
0.4123	5.0161	622	0.9744	0.4908	0.9744	0.9871
0.4123	5.0323	624	0.9004	0.5205	0.9004	0.9489
0.4123	5.0484	626	0.8204	0.5613	0.8204	0.9058
0.4123	5.0645	628	0.7734	0.6519	0.7734	0.8794
0.4123	5.0806	630	0.7673	0.6519	0.7673	0.8759
0.4123	5.0968	632	0.7287	0.6519	0.7287	0.8536
0.4123	5.1129	634	0.6852	0.6589	0.6852	0.8278
0.4123	5.1290	636	0.6855	0.6589	0.6855	0.8280
0.4123	5.1452	638	0.7200	0.6057	0.7200	0.8485
0.4123	5.1613	640	0.7978	0.6337	0.7978	0.8932
0.4123	5.1774	642	0.8967	0.6189	0.8967	0.9469
0.4123	5.1935	644	0.9158	0.6189	0.9158	0.9570
0.4123	5.2097	646	0.8677	0.5757	0.8677	0.9315
0.4123	5.2258	648	0.8192	0.5933	0.8192	0.9051
0.4123	5.2419	650	0.8124	0.5848	0.8124	0.9013
0.4123	5.2581	652	0.7988	0.5909	0.7988	0.8938
0.4123	5.2742	654	0.7991	0.5909	0.7991	0.8939
0.4123	5.2903	656	0.8240	0.6098	0.8240	0.9078
0.4123	5.3065	658	0.8940	0.5978	0.8940	0.9455
0.4123	5.3226	660	1.0097	0.5068	1.0097	1.0048
0.4123	5.3387	662	1.0366	0.4684	1.0366	1.0181
0.4123	5.3548	664	0.9555	0.5451	0.9555	0.9775
0.4123	5.3710	666	0.8328	0.5701	0.8328	0.9126
0.4123	5.3871	668	0.7781	0.5909	0.7781	0.8821
0.4123	5.4032	670	0.7826	0.5909	0.7826	0.8847
0.4123	5.4194	672	0.8379	0.5701	0.8379	0.9154
0.4123	5.4355	674	0.8690	0.5554	0.8690	0.9322
0.4123	5.4516	676	0.8434	0.5701	0.8434	0.9184
0.4123	5.4677	678	0.8011	0.5884	0.8011	0.8950
0.4123	5.4839	680	0.7647	0.6329	0.7647	0.8745
0.4123	5.5	682	0.7556	0.6476	0.7556	0.8692
0.4123	5.5161	684	0.7403	0.6447	0.7403	0.8604
0.4123	5.5323	686	0.7228	0.6447	0.7228	0.8502
0.4123	5.5484	688	0.7114	0.6558	0.7114	0.8435
0.4123	5.5645	690	0.7172	0.6420	0.7172	0.8469
0.4123	5.5806	692	0.7568	0.6858	0.7568	0.8700
0.4123	5.5968	694	0.8523	0.575	0.8523	0.9232
0.4123	5.6129	696	0.9205	0.5965	0.9205	0.9594
0.4123	5.6290	698	0.9290	0.5965	0.9290	0.9638
0.4123	5.6452	700	0.8760	0.575	0.8760	0.9359
0.4123	5.6613	702	0.8047	0.575	0.8047	0.8970
0.4123	5.6774	704	0.7570	0.6471	0.7570	0.8700
0.4123	5.6935	706	0.7283	0.6447	0.7283	0.8534
0.4123	5.7097	708	0.7242	0.6447	0.7242	0.8510
0.4123	5.7258	710	0.7435	0.6447	0.7435	0.8622
0.4123	5.7419	712	0.7939	0.5909	0.7939	0.8910
0.4123	5.7581	714	0.8649	0.575	0.8649	0.9300
0.4123	5.7742	716	0.9097	0.5965	0.9097	0.9538
0.4123	5.7903	718	0.9266	0.5952	0.9266	0.9626
0.4123	5.8065	720	0.9732	0.6005	0.9732	0.9865
0.4123	5.8226	722	0.9701	0.5992	0.9701	0.9850
0.4123	5.8387	724	0.9610	0.5992	0.9610	0.9803
0.4123	5.8548	726	0.9142	0.6026	0.9142	0.9561
0.4123	5.8710	728	0.8367	0.6082	0.8367	0.9147
0.4123	5.8871	730	0.7725	0.6657	0.7725	0.8789
0.4123	5.9032	732	0.7594	0.6657	0.7594	0.8714
0.4123	5.9194	734	0.7736	0.6218	0.7736	0.8796
0.4123	5.9355	736	0.7844	0.6538	0.7844	0.8857
0.4123	5.9516	738	0.8197	0.6604	0.8197	0.9054
0.4123	5.9677	740	0.8823	0.5952	0.8823	0.9393
0.4123	5.9839	742	0.9628	0.6026	0.9628	0.9812
0.4123	6.0	744	1.0296	0.6005	1.0296	1.0147
0.4123	6.0161	746	1.1081	0.5257	1.1081	1.0527
0.4123	6.0323	748	1.1031	0.5239	1.1031	1.0503
0.4123	6.0484	750	1.0355	0.6005	1.0355	1.0176
0.4123	6.0645	752	0.9173	0.6153	0.9173	0.9578
0.4123	6.0806	754	0.8172	0.6604	0.8172	0.9040
0.4123	6.0968	756	0.7591	0.6625	0.7591	0.8713
0.4123	6.1129	758	0.7366	0.6420	0.7366	0.8582
0.4123	6.1290	760	0.7476	0.6420	0.7476	0.8647
0.4123	6.1452	762	0.7851	0.6121	0.7851	0.8861
0.4123	6.1613	764	0.8535	0.6604	0.8535	0.9238
0.4123	6.1774	766	0.9057	0.5831	0.9057	0.9517
0.4123	6.1935	768	0.9318	0.5831	0.9318	0.9653
0.4123	6.2097	770	0.9249	0.5831	0.9249	0.9617
0.4123	6.2258	772	0.9294	0.6082	0.9294	0.9641
0.4123	6.2419	774	0.8879	0.6082	0.8879	0.9423
0.4123	6.2581	776	0.8671	0.6067	0.8671	0.9312
0.4123	6.2742	778	0.8156	0.6270	0.8156	0.9031
0.4123	6.2903	780	0.7959	0.6270	0.7959	0.8921
0.4123	6.3065	782	0.7707	0.6821	0.7707	0.8779
0.4123	6.3226	784	0.7594	0.6625	0.7594	0.8714
0.4123	6.3387	786	0.7662	0.6026	0.7662	0.8753
0.4123	6.3548	788	0.7879	0.6018	0.7879	0.8876
0.4123	6.3710	790	0.8309	0.6239	0.8309	0.9115
0.4123	6.3871	792	0.8665	0.5933	0.8665	0.9309
0.4123	6.4032	794	0.8831	0.6114	0.8831	0.9397
0.4123	6.4194	796	0.8736	0.6473	0.8736	0.9347
0.4123	6.4355	798	0.8295	0.6405	0.8295	0.9108
0.4123	6.4516	800	0.7793	0.6444	0.7793	0.8828
0.4123	6.4677	802	0.7513	0.6548	0.7513	0.8668
0.4123	6.4839	804	0.7575	0.6548	0.7575	0.8703
0.4123	6.5	806	0.7907	0.6400	0.7907	0.8892
0.4123	6.5161	808	0.8575	0.5866	0.8575	0.9260
0.4123	6.5323	810	0.9461	0.5952	0.9461	0.9727
0.4123	6.5484	812	0.9944	0.5822	0.9944	0.9972
0.4123	6.5645	814	1.0061	0.5451	1.0061	1.0030
0.4123	6.5806	816	0.9909	0.5068	0.9909	0.9954
0.4123	6.5968	818	0.9350	0.5978	0.9350	0.9669
0.4123	6.6129	820	0.8779	0.6114	0.8779	0.9370
0.4123	6.6290	822	0.8409	0.6405	0.8409	0.9170
0.4123	6.6452	824	0.8138	0.6451	0.8138	0.9021
0.4123	6.6613	826	0.8220	0.6405	0.8220	0.9067
0.4123	6.6774	828	0.8614	0.6473	0.8614	0.9281
0.4123	6.6935	830	0.9100	0.5965	0.9100	0.9539
0.4123	6.7097	832	0.9572	0.5831	0.9572	0.9784
0.4123	6.7258	834	0.9866	0.5831	0.9866	0.9933
0.4123	6.7419	836	1.0070	0.5831	1.0070	1.0035
0.4123	6.7581	838	1.0020	0.5831	1.0020	1.0010
0.4123	6.7742	840	0.9655	0.5952	0.9655	0.9826
0.4123	6.7903	842	0.9254	0.6082	0.9254	0.9620
0.4123	6.8065	844	0.8870	0.6067	0.8870	0.9418
0.4123	6.8226	846	0.8839	0.6067	0.8839	0.9401
0.4123	6.8387	848	0.8800	0.6067	0.8800	0.9381
0.4123	6.8548	850	0.8638	0.6067	0.8638	0.9294
0.4123	6.8710	852	0.8657	0.6575	0.8657	0.9304
0.4123	6.8871	854	0.8665	0.6575	0.8665	0.9309
0.4123	6.9032	856	0.8926	0.5952	0.8926	0.9448
0.4123	6.9194	858	0.9008	0.6473	0.9008	0.9491
0.4123	6.9355	860	0.8964	0.6473	0.8964	0.9468
0.4123	6.9516	862	0.9175	0.6473	0.9175	0.9579
0.4123	6.9677	864	0.9375	0.5831	0.9375	0.9682
0.4123	6.9839	866	0.9184	0.65	0.9184	0.9583
0.4123	7.0	868	0.8909	0.6114	0.8909	0.9439
0.4123	7.0161	870	0.8533	0.6519	0.8533	0.9238
0.4123	7.0323	872	0.8201	0.6098	0.8201	0.9056
0.4123	7.0484	874	0.7727	0.6098	0.7727	0.8790
0.4123	7.0645	876	0.7442	0.6490	0.7442	0.8626
0.4123	7.0806	878	0.7372	0.6490	0.7372	0.8586
0.4123	7.0968	880	0.7371	0.6490	0.7371	0.8585
0.4123	7.1129	882	0.7470	0.6490	0.7470	0.8643
0.4123	7.1290	884	0.7386	0.6625	0.7386	0.8594
0.4123	7.1452	886	0.7215	0.6482	0.7215	0.8494
0.4123	7.1613	888	0.7088	0.6482	0.7088	0.8419
0.4123	7.1774	890	0.7060	0.6482	0.7060	0.8402
0.4123	7.1935	892	0.7059	0.6482	0.7059	0.8402
0.4123	7.2097	894	0.7078	0.6482	0.7078	0.8413
0.4123	7.2258	896	0.7190	0.6482	0.7190	0.8479
0.4123	7.2419	898	0.7499	0.6625	0.7499	0.8660
0.4123	7.2581	900	0.7868	0.6270	0.7868	0.8870
0.4123	7.2742	902	0.8094	0.6339	0.8094	0.8996
0.4123	7.2903	904	0.8059	0.6339	0.8059	0.8977
0.4123	7.3065	906	0.7951	0.6400	0.7951	0.8917
0.4123	7.3226	908	0.7799	0.6400	0.7799	0.8831
0.4123	7.3387	910	0.7737	0.6400	0.7737	0.8796
0.4123	7.3548	912	0.7757	0.6400	0.7757	0.8807
0.4123	7.3710	914	0.7855	0.6400	0.7855	0.8863
0.4123	7.3871	916	0.7985	0.6400	0.7985	0.8936
0.4123	7.4032	918	0.8239	0.6157	0.8239	0.9077
0.4123	7.4194	920	0.8527	0.6271	0.8527	0.9234
0.4123	7.4355	922	0.8881	0.6473	0.8881	0.9424
0.4123	7.4516	924	0.9244	0.6667	0.9244	0.9615
0.4123	7.4677	926	0.9218	0.6667	0.9218	0.9601
0.4123	7.4839	928	0.9096	0.6473	0.9096	0.9537
0.4123	7.5	930	0.8921	0.6473	0.8921	0.9445
0.4123	7.5161	932	0.8510	0.6271	0.8510	0.9225
0.4123	7.5323	934	0.8385	0.6157	0.8385	0.9157
0.4123	7.5484	936	0.8310	0.6270	0.8310	0.9116
0.4123	7.5645	938	0.8393	0.6270	0.8393	0.9161
0.4123	7.5806	940	0.8523	0.6466	0.8523	0.9232
0.4123	7.5968	942	0.8728	0.6339	0.8728	0.9342
0.4123	7.6129	944	0.9009	0.5941	0.9009	0.9492
0.4123	7.6290	946	0.9262	0.5941	0.9262	0.9624
0.4123	7.6452	948	0.9369	0.5952	0.9369	0.9679
0.4123	7.6613	950	0.9305	0.5952	0.9305	0.9646
0.4123	7.6774	952	0.8947	0.5941	0.8947	0.9459
0.4123	7.6935	954	0.8532	0.6139	0.8532	0.9237
0.4123	7.7097	956	0.8226	0.5932	0.8226	0.9070
0.4123	7.7258	958	0.8137	0.6199	0.8137	0.9020
0.4123	7.7419	960	0.8074	0.6240	0.8074	0.8985
0.4123	7.7581	962	0.8022	0.6240	0.8022	0.8957
0.4123	7.7742	964	0.8022	0.6240	0.8022	0.8956
0.4123	7.7903	966	0.8054	0.6103	0.8054	0.8974
0.4123	7.8065	968	0.8069	0.6199	0.8069	0.8983
0.4123	7.8226	970	0.8047	0.6199	0.8047	0.8971
0.4123	7.8387	972	0.8263	0.6066	0.8263	0.9090
0.4123	7.8548	974	0.8673	0.5932	0.8673	0.9313
0.4123	7.8710	976	0.8955	0.5630	0.8955	0.9463
0.4123	7.8871	978	0.9343	0.5581	0.9343	0.9666
0.4123	7.9032	980	0.9573	0.5584	0.9573	0.9784
0.4123	7.9194	982	0.9494	0.5584	0.9494	0.9744
0.4123	7.9355	984	0.9242	0.5886	0.9242	0.9613
0.4123	7.9516	986	0.8934	0.625	0.8934	0.9452
0.4123	7.9677	988	0.8630	0.625	0.8630	0.9290
0.4123	7.9839	990	0.8466	0.6139	0.8466	0.9201
0.4123	8.0	992	0.8426	0.6139	0.8426	0.9180
0.4123	8.0161	994	0.8340	0.6139	0.8340	0.9132
0.4123	8.0323	996	0.8305	0.6139	0.8305	0.9113
0.4123	8.0484	998	0.8298	0.6139	0.8298	0.9110
0.0763	8.0645	1000	0.8394	0.6139	0.8394	0.9162
0.0763	8.0806	1002	0.8639	0.6139	0.8639	0.9295
0.0763	8.0968	1004	0.9062	0.5941	0.9062	0.9520
0.0763	8.1129	1006	0.9492	0.5941	0.9492	0.9743
0.0763	8.1290	1008	0.9713	0.5941	0.9713	0.9855
0.0763	8.1452	1010	0.9908	0.6136	0.9908	0.9954
0.0763	8.1613	1012	0.9974	0.6136	0.9974	0.9987
0.0763	8.1774	1014	1.0013	0.6136	1.0013	1.0006
0.0763	8.1935	1016	0.9903	0.6136	0.9903	0.9951
0.0763	8.2097	1018	0.9656	0.5941	0.9656	0.9826
0.0763	8.2258	1020	0.9300	0.5941	0.9300	0.9644
0.0763	8.2419	1022	0.9028	0.5835	0.9028	0.9501
0.0763	8.2581	1024	0.8837	0.5630	0.8837	0.9401
0.0763	8.2742	1026	0.8655	0.5630	0.8655	0.9303
0.0763	8.2903	1028	0.8421	0.6270	0.8421	0.9176
0.0763	8.3065	1030	0.8194	0.6199	0.8194	0.9052
0.0763	8.3226	1032	0.8061	0.6576	0.8061	0.8978
0.0763	8.3387	1034	0.7944	0.6576	0.7944	0.8913
0.0763	8.3548	1036	0.7951	0.6576	0.7951	0.8917
0.0763	8.3710	1038	0.7967	0.6199	0.7967	0.8926
0.0763	8.3871	1040	0.8069	0.6066	0.8069	0.8983
0.0763	8.4032	1042	0.8280	0.6270	0.8280	0.9100
0.0763	8.4194	1044	0.8425	0.5835	0.8425	0.9179
0.0763	8.4355	1046	0.8500	0.5835	0.8500	0.9220
0.0763	8.4516	1048	0.8505	0.5835	0.8505	0.9222
0.0763	8.4677	1050	0.8460	0.6339	0.8460	0.9198
0.0763	8.4839	1052	0.8409	0.6139	0.8409	0.9170
0.0763	8.5	1054	0.8346	0.6139	0.8346	0.9135
0.0763	8.5161	1056	0.8388	0.6139	0.8388	0.9158
0.0763	8.5323	1058	0.8545	0.625	0.8545	0.9244
0.0763	8.5484	1060	0.8702	0.5737	0.8702	0.9328
0.0763	8.5645	1062	0.8870	0.5941	0.8870	0.9418
0.0763	8.5806	1064	0.8903	0.5952	0.8903	0.9436
0.0763	8.5968	1066	0.8970	0.5952	0.8970	0.9471
0.0763	8.6129	1068	0.8949	0.5952	0.8949	0.9460
0.0763	8.6290	1070	0.8867	0.5941	0.8867	0.9417
0.0763	8.6452	1072	0.8887	0.5941	0.8887	0.9427
0.0763	8.6613	1074	0.8848	0.5941	0.8848	0.9406
0.0763	8.6774	1076	0.8817	0.5941	0.8817	0.9390
0.0763	8.6935	1078	0.8762	0.5941	0.8762	0.9361
0.0763	8.7097	1080	0.8650	0.5941	0.8650	0.9301
0.0763	8.7258	1082	0.8671	0.5941	0.8671	0.9312
0.0763	8.7419	1084	0.8715	0.5941	0.8715	0.9335
0.0763	8.7581	1086	0.8753	0.5941	0.8753	0.9356
0.0763	8.7742	1088	0.8791	0.5941	0.8791	0.9376
0.0763	8.7903	1090	0.8709	0.5941	0.8709	0.9332
0.0763	8.8065	1092	0.8539	0.5630	0.8539	0.9241
0.0763	8.8226	1094	0.8400	0.6139	0.8400	0.9165
0.0763	8.8387	1096	0.8264	0.6270	0.8264	0.9091
0.0763	8.8548	1098	0.8180	0.6270	0.8180	0.9044
0.0763	8.8710	1100	0.8142	0.6270	0.8142	0.9023
0.0763	8.8871	1102	0.8088	0.6270	0.8088	0.8994
0.0763	8.9032	1104	0.8100	0.6400	0.8100	0.9000
0.0763	8.9194	1106	0.8220	0.6270	0.8220	0.9066
0.0763	8.9355	1108	0.8393	0.5962	0.8393	0.9161
0.0763	8.9516	1110	0.8487	0.5962	0.8487	0.9212
0.0763	8.9677	1112	0.8533	0.5962	0.8533	0.9237
0.0763	8.9839	1114	0.8635	0.5835	0.8635	0.9292
0.0763	9.0	1116	0.8711	0.5835	0.8711	0.9333
0.0763	9.0161	1118	0.8778	0.5835	0.8778	0.9369
0.0763	9.0323	1120	0.8897	0.5835	0.8897	0.9432
0.0763	9.0484	1122	0.8952	0.5941	0.8952	0.9462
0.0763	9.0645	1124	0.9033	0.5941	0.9033	0.9504
0.0763	9.0806	1126	0.9050	0.5941	0.9050	0.9513
0.0763	9.0968	1128	0.8959	0.5941	0.8959	0.9465
0.0763	9.1129	1130	0.8807	0.5941	0.8807	0.9385
0.0763	9.1290	1132	0.8610	0.6447	0.8610	0.9279
0.0763	9.1452	1134	0.8486	0.625	0.8486	0.9212
0.0763	9.1613	1136	0.8393	0.6139	0.8393	0.9161
0.0763	9.1774	1138	0.8373	0.6139	0.8373	0.9151
0.0763	9.1935	1140	0.8424	0.625	0.8424	0.9178
0.0763	9.2097	1142	0.8533	0.625	0.8533	0.9238
0.0763	9.2258	1144	0.8674	0.6447	0.8674	0.9314
0.0763	9.2419	1146	0.8816	0.5952	0.8816	0.9389
0.0763	9.2581	1148	0.9004	0.5952	0.9004	0.9489
0.0763	9.2742	1150	0.9140	0.5952	0.9140	0.9560
0.0763	9.2903	1152	0.9234	0.5584	0.9234	0.9609
0.0763	9.3065	1154	0.9286	0.5584	0.9286	0.9636
0.0763	9.3226	1156	0.9293	0.5584	0.9293	0.9640
0.0763	9.3387	1158	0.9270	0.5584	0.9270	0.9628
0.0763	9.3548	1160	0.9242	0.5584	0.9242	0.9613
0.0763	9.3710	1162	0.9183	0.5584	0.9183	0.9583
0.0763	9.3871	1164	0.9100	0.5952	0.9100	0.9539
0.0763	9.4032	1166	0.9054	0.5952	0.9054	0.9515
0.0763	9.4194	1168	0.8976	0.5952	0.8976	0.9474
0.0763	9.4355	1170	0.8926	0.5941	0.8926	0.9448
0.0763	9.4516	1172	0.8857	0.5941	0.8857	0.9411
0.0763	9.4677	1174	0.8807	0.5941	0.8807	0.9385
0.0763	9.4839	1176	0.8771	0.5941	0.8771	0.9365
0.0763	9.5	1178	0.8744	0.5941	0.8744	0.9351
0.0763	9.5161	1180	0.8755	0.5941	0.8755	0.9357
0.0763	9.5323	1182	0.8754	0.5941	0.8754	0.9356
0.0763	9.5484	1184	0.8765	0.5941	0.8765	0.9362
0.0763	9.5645	1186	0.8786	0.5941	0.8786	0.9373
0.0763	9.5806	1188	0.8788	0.5941	0.8788	0.9374
0.0763	9.5968	1190	0.8747	0.5941	0.8747	0.9353
0.0763	9.6129	1192	0.8733	0.5941	0.8733	0.9345
0.0763	9.6290	1194	0.8740	0.5941	0.8740	0.9349
0.0763	9.6452	1196	0.8722	0.5941	0.8722	0.9339
0.0763	9.6613	1198	0.8716	0.5941	0.8716	0.9336
0.0763	9.6774	1200	0.8722	0.5941	0.8722	0.9339
0.0763	9.6935	1202	0.8723	0.5941	0.8723	0.9340
0.0763	9.7097	1204	0.8733	0.5941	0.8733	0.9345
0.0763	9.7258	1206	0.8760	0.5941	0.8760	0.9360
0.0763	9.7419	1208	0.8757	0.5941	0.8757	0.9358
0.0763	9.7581	1210	0.8752	0.5941	0.8752	0.9355
0.0763	9.7742	1212	0.8763	0.5941	0.8763	0.9361
0.0763	9.7903	1214	0.8767	0.5941	0.8767	0.9363
0.0763	9.8065	1216	0.8765	0.5941	0.8765	0.9362
0.0763	9.8226	1218	0.8766	0.5941	0.8766	0.9363
0.0763	9.8387	1220	0.8758	0.5941	0.8758	0.9359
0.0763	9.8548	1222	0.8751	0.5941	0.8751	0.9355
0.0763	9.8710	1224	0.8733	0.5941	0.8733	0.9345
0.0763	9.8871	1226	0.8729	0.5941	0.8729	0.9343
0.0763	9.9032	1228	0.8735	0.5941	0.8735	0.9346
0.0763	9.9194	1230	0.8743	0.5941	0.8743	0.9350
0.0763	9.9355	1232	0.8744	0.5941	0.8744	0.9351
0.0763	9.9516	1234	0.8745	0.5941	0.8745	0.9351
0.0763	9.9677	1236	0.8749	0.5941	0.8749	0.9353
0.0763	9.9839	1238	0.8750	0.5941	0.8750	0.9354
0.0763	10.0	1240	0.8750	0.5941	0.8750	0.9354

Framework versions

Transformers 4.44.2
Pytorch 2.4.0+cu118
Datasets 2.21.0
Tokenizers 0.19.1

MayBashendy/ArabicNewSplits2_FineTuningAraBERT_run1_AugV5_k30_task1_organization

ArabicNewSplits2_FineTuningAraBERT_run1_AugV5_k30_task1_organization

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

MayBashendy/
ArabicNewSplits2_FineTuningAraBERT_run1_AugV5_k30_task1_organization