Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0182	2	5.7776	-0.0354	5.7776	2.4037
No log	0.0364	4	2.8714	0.0411	2.8714	1.6945
No log	0.0545	6	1.8321	0.0564	1.8321	1.3535
No log	0.0727	8	1.2441	0.2391	1.2441	1.1154
No log	0.0909	10	0.8954	0.3368	0.8954	0.9463
No log	0.1091	12	0.9386	0.4	0.9386	0.9688
No log	0.1273	14	1.4043	0.2116	1.4043	1.1850
No log	0.1455	16	0.9437	0.4	0.9437	0.9714
No log	0.1636	18	0.9783	0.4	0.9783	0.9891
No log	0.1818	20	1.1898	0.2564	1.1898	1.0908
No log	0.2	22	1.5761	0.2267	1.5761	1.2554
No log	0.2182	24	1.3209	0.3241	1.3209	1.1493
No log	0.2364	26	1.2256	0.3077	1.2256	1.1071
No log	0.2545	28	1.0048	0.2383	1.0048	1.0024
No log	0.2727	30	0.8481	0.3152	0.8481	0.9209
No log	0.2909	32	0.9139	0.2888	0.9139	0.9560
No log	0.3091	34	0.9850	0.3317	0.9850	0.9925
No log	0.3273	36	1.0406	0.4167	1.0406	1.0201
No log	0.3455	38	1.1191	0.2881	1.1191	1.0579
No log	0.3636	40	1.1677	0.2881	1.1677	1.0806
No log	0.3818	42	0.9229	0.5070	0.9229	0.9607
No log	0.4	44	0.7645	0.2652	0.7645	0.8744
No log	0.4182	46	0.7498	0.2652	0.7498	0.8659
No log	0.4364	48	0.7596	0.2652	0.7596	0.8716
No log	0.4545	50	0.7668	0.2652	0.7668	0.8757
No log	0.4727	52	0.7599	0.2391	0.7599	0.8717
No log	0.4909	54	0.7612	0.2391	0.7612	0.8725
No log	0.5091	56	0.8027	0.2391	0.8027	0.8959
No log	0.5273	58	0.9577	0.3149	0.9577	0.9786
No log	0.5455	60	1.0289	0.3149	1.0289	1.0143
No log	0.5636	62	1.0058	0.3149	1.0058	1.0029
No log	0.5818	64	1.0921	0.3149	1.0921	1.0450
No log	0.6	66	1.0259	0.2358	1.0259	1.0129
No log	0.6182	68	0.9736	0.2135	0.9736	0.9867
No log	0.6364	70	1.1217	0.0870	1.1217	1.0591
No log	0.6545	72	1.2702	-0.0714	1.2702	1.1270
No log	0.6727	74	1.0043	0.2652	1.0043	1.0021
No log	0.6909	76	0.8795	0.2391	0.8795	0.9378
No log	0.7091	78	0.7749	0.3883	0.7749	0.8803
No log	0.7273	80	0.7917	0.2715	0.7917	0.8898
No log	0.7455	82	0.8157	0.3834	0.8157	0.9032
No log	0.7636	84	0.7845	0.2391	0.7845	0.8857
No log	0.7818	86	0.8019	0.3883	0.8019	0.8955
No log	0.8	88	0.8313	0.4138	0.8313	0.9118
No log	0.8182	90	0.8278	0.3200	0.8278	0.9098
No log	0.8364	92	0.8296	0.4878	0.8296	0.9108
No log	0.8545	94	0.8567	0.4566	0.8567	0.9256
No log	0.8727	96	0.8573	0.4141	0.8573	0.9259
No log	0.8909	98	0.8331	0.4413	0.8331	0.9128
No log	0.9091	100	0.8251	0.4	0.8251	0.9084
No log	0.9273	102	0.7242	0.4043	0.7242	0.8510
No log	0.9455	104	0.6310	0.3778	0.6310	0.7944
No log	0.9636	106	0.6117	0.3488	0.6117	0.7821
No log	0.9818	108	0.5981	0.3488	0.5981	0.7734
No log	1.0	110	0.6038	0.3200	0.6038	0.7770
No log	1.0182	112	0.6676	0.3636	0.6676	0.8170
No log	1.0364	114	0.8007	0.4015	0.8007	0.8948
No log	1.0545	116	0.8242	0.3684	0.8242	0.9079
No log	1.0727	118	0.7592	0.6048	0.7592	0.8713
No log	1.0909	120	0.6459	0.5024	0.6459	0.8037
No log	1.1091	122	0.6038	0.4503	0.6038	0.7771
No log	1.1273	124	0.6444	0.4413	0.6444	0.8028
No log	1.1455	126	0.7238	0.5447	0.7238	0.8507
No log	1.1636	128	0.7079	0.5447	0.7079	0.8414
No log	1.1818	130	0.6709	0.5783	0.6709	0.8191
No log	1.2	132	0.6450	0.5494	0.6450	0.8031
No log	1.2182	134	0.6390	0.4848	0.6390	0.7994
No log	1.2364	136	0.6179	0.4848	0.6179	0.7861
No log	1.2545	138	0.6335	0.4848	0.6335	0.7959
No log	1.2727	140	0.6446	0.4793	0.6446	0.8028
No log	1.2909	142	0.6377	0.608	0.6377	0.7985
No log	1.3091	144	0.6692	0.6431	0.6692	0.8180
No log	1.3273	146	0.7409	0.5789	0.7409	0.8608
No log	1.3455	148	0.7434	0.5789	0.7434	0.8622
No log	1.3636	150	0.7012	0.5882	0.7012	0.8374
No log	1.3818	152	0.7019	0.5789	0.7019	0.8378
No log	1.4	154	0.8037	0.5401	0.8037	0.8965
No log	1.4182	156	0.7952	0.5401	0.7952	0.8917
No log	1.4364	158	0.8697	0.5401	0.8697	0.9326
No log	1.4545	160	0.9894	0.5092	0.9894	0.9947
No log	1.4727	162	0.9597	0.5092	0.9597	0.9796
No log	1.4909	164	0.7899	0.5401	0.7899	0.8888
No log	1.5091	166	0.6943	0.6267	0.6943	0.8333
No log	1.5273	168	0.6327	0.4743	0.6327	0.7954
No log	1.5455	170	0.5802	0.5956	0.5802	0.7617
No log	1.5636	172	0.5560	0.5659	0.5560	0.7456
No log	1.5818	174	0.5819	0.5475	0.5819	0.7629
No log	1.6	176	0.5046	0.6094	0.5046	0.7104
No log	1.6182	178	0.5354	0.5882	0.5354	0.7317
No log	1.6364	180	0.5690	0.6516	0.5690	0.7543
No log	1.6545	182	0.5172	0.6667	0.5172	0.7192
No log	1.6727	184	0.5592	0.6667	0.5592	0.7478
No log	1.6909	186	0.6814	0.6456	0.6814	0.8255
No log	1.7091	188	0.7749	0.6667	0.7749	0.8803
No log	1.7273	190	0.8474	0.5638	0.8474	0.9206
No log	1.7455	192	0.8343	0.5706	0.8343	0.9134
No log	1.7636	194	0.7442	0.6073	0.7442	0.8626
No log	1.7818	196	0.7177	0.5401	0.7177	0.8472
No log	1.8	198	0.7373	0.5401	0.7373	0.8587
No log	1.8182	200	0.7271	0.5609	0.7271	0.8527
No log	1.8364	202	0.7001	0.5401	0.7001	0.8367
No log	1.8545	204	0.6988	0.5401	0.6988	0.8360
No log	1.8727	206	0.6993	0.5911	0.6993	0.8362
No log	1.8909	208	0.7315	0.5911	0.7315	0.8553
No log	1.9091	210	0.7648	0.5270	0.7648	0.8745
No log	1.9273	212	0.7787	0.5597	0.7787	0.8825
No log	1.9455	214	0.7690	0.5831	0.7690	0.8769
No log	1.9636	216	0.7548	0.5746	0.7548	0.8688
No log	1.9818	218	0.7409	0.6358	0.7409	0.8607
No log	2.0	220	0.7761	0.5859	0.7761	0.8810
No log	2.0182	222	0.7383	0.6272	0.7383	0.8592
No log	2.0364	224	0.6624	0.6531	0.6624	0.8139
No log	2.0545	226	0.6610	0.6465	0.6610	0.8130
No log	2.0727	228	0.7167	0.5401	0.7167	0.8466
No log	2.0909	230	0.7083	0.5401	0.7083	0.8416
No log	2.1091	232	0.5965	0.5475	0.5965	0.7723
No log	2.1273	234	0.5305	0.6978	0.5305	0.7284
No log	2.1455	236	0.5268	0.6978	0.5268	0.7258
No log	2.1636	238	0.5617	0.6465	0.5617	0.7495
No log	2.1818	240	0.6456	0.6465	0.6456	0.8035
No log	2.2	242	0.7782	0.6426	0.7782	0.8821
No log	2.2182	244	0.8953	0.6744	0.8953	0.9462
No log	2.2364	246	0.9519	0.6844	0.9519	0.9757
No log	2.2545	248	0.9160	0.6590	0.9160	0.9571
No log	2.2727	250	0.7403	0.6590	0.7403	0.8604
No log	2.2909	252	0.5926	0.6818	0.5926	0.7698
No log	2.3091	254	0.5037	0.7063	0.5037	0.7097
No log	2.3273	256	0.4987	0.7986	0.4987	0.7062
No log	2.3455	258	0.5082	0.7336	0.5082	0.7129
No log	2.3636	260	0.5479	0.6465	0.5479	0.7402
No log	2.3818	262	0.5934	0.6818	0.5934	0.7704
No log	2.4	264	0.6035	0.6465	0.6035	0.7769
No log	2.4182	266	0.6077	0.6749	0.6077	0.7796
No log	2.4364	268	0.6492	0.6749	0.6492	0.8058
No log	2.4545	270	0.7094	0.6426	0.7094	0.8423
No log	2.4727	272	0.7565	0.6522	0.7565	0.8698
No log	2.4909	274	0.7817	0.6316	0.7817	0.8841
No log	2.5091	276	0.7981	0.6338	0.7981	0.8934
No log	2.5273	278	0.8700	0.6426	0.8700	0.9328
No log	2.5455	280	0.8950	0.6426	0.8950	0.9460
No log	2.5636	282	0.9567	0.5700	0.9567	0.9781
No log	2.5818	284	1.0791	0.5636	1.0791	1.0388
No log	2.6	286	1.0812	0.5281	1.0812	1.0398
No log	2.6182	288	0.8300	0.5882	0.8300	0.9111
No log	2.6364	290	0.6420	0.5370	0.6420	0.8013
No log	2.6545	292	0.5072	0.6316	0.5072	0.7122
No log	2.6727	294	0.4807	0.6316	0.4807	0.6933
No log	2.6909	296	0.4873	0.6316	0.4873	0.6981
No log	2.7091	298	0.5271	0.6097	0.5271	0.7260
No log	2.7273	300	0.6333	0.5911	0.6333	0.7958
No log	2.7455	302	0.7989	0.6358	0.7989	0.8938
No log	2.7636	304	0.7759	0.6293	0.7759	0.8809
No log	2.7818	306	0.6530	0.5704	0.6530	0.8081
No log	2.8	308	0.5792	0.6573	0.5792	0.7610
No log	2.8182	310	0.6018	0.7055	0.6018	0.7757
No log	2.8364	312	0.6281	0.7055	0.6281	0.7925
No log	2.8545	314	0.6234	0.7251	0.6234	0.7895
No log	2.8727	316	0.6603	0.6847	0.6603	0.8126
No log	2.8909	318	0.7845	0.6316	0.7845	0.8857
No log	2.9091	320	0.8497	0.5882	0.8497	0.9218
No log	2.9273	322	0.7598	0.6510	0.7598	0.8717
No log	2.9455	324	0.6181	0.6818	0.6181	0.7862
No log	2.9636	326	0.5402	0.7524	0.5402	0.7350
No log	2.9818	328	0.5231	0.8133	0.5231	0.7233
No log	3.0	330	0.5577	0.7524	0.5577	0.7468
No log	3.0182	332	0.6161	0.7016	0.6161	0.7849
No log	3.0364	334	0.6020	0.7016	0.6020	0.7759
No log	3.0545	336	0.5509	0.7016	0.5509	0.7422
No log	3.0727	338	0.4848	0.7619	0.4848	0.6963
No log	3.0909	340	0.4886	0.7619	0.4886	0.6990
No log	3.1091	342	0.4981	0.7279	0.4981	0.7058
No log	3.1273	344	0.5319	0.7279	0.5319	0.7293
No log	3.1455	346	0.5412	0.6667	0.5412	0.7357
No log	3.1636	348	0.5546	0.6573	0.5546	0.7447
No log	3.1818	350	0.5981	0.6465	0.5981	0.7734
No log	3.2	352	0.6206	0.72	0.6206	0.7878
No log	3.2182	354	0.6438	0.72	0.6438	0.8024
No log	3.2364	356	0.6217	0.6818	0.6217	0.7885
No log	3.2545	358	0.6055	0.6818	0.6055	0.7781
No log	3.2727	360	0.6018	0.6818	0.6018	0.7758
No log	3.2909	362	0.5166	0.6936	0.5166	0.7187
No log	3.3091	364	0.4400	0.7667	0.4400	0.6633
No log	3.3273	366	0.4295	0.7336	0.4295	0.6554
No log	3.3455	368	0.4134	0.7926	0.4134	0.6430
No log	3.3636	370	0.4302	0.8256	0.4302	0.6559
No log	3.3818	372	0.4506	0.8256	0.4506	0.6713
No log	3.4	374	0.5462	0.7336	0.5462	0.7391
No log	3.4182	376	0.7574	0.6282	0.7574	0.8703
No log	3.4364	378	0.8157	0.6282	0.8157	0.9032
No log	3.4545	380	0.8264	0.6019	0.8264	0.9091
No log	3.4727	382	0.7901	0.6541	0.7901	0.8889
No log	3.4909	384	0.7678	0.6541	0.7678	0.8762
No log	3.5091	386	0.7338	0.7037	0.7338	0.8566
No log	3.5273	388	0.7128	0.6828	0.7128	0.8443
No log	3.5455	390	0.7178	0.6356	0.7178	0.8472
No log	3.5636	392	0.6982	0.7135	0.6982	0.8356
No log	3.5818	394	0.6952	0.7042	0.6952	0.8338
No log	3.6	396	0.7085	0.6753	0.7085	0.8417
No log	3.6182	398	0.7061	0.6500	0.7061	0.8403
No log	3.6364	400	0.5802	0.6597	0.5802	0.7617
No log	3.6545	402	0.4350	0.8218	0.4350	0.6595
No log	3.6727	404	0.3836	0.7986	0.3836	0.6193
No log	3.6909	406	0.3771	0.7758	0.3771	0.6141
No log	3.7091	408	0.3655	0.7758	0.3655	0.6046
No log	3.7273	410	0.3783	0.7986	0.3783	0.6151
No log	3.7455	412	0.4485	0.8218	0.4485	0.6697
No log	3.7636	414	0.5932	0.6899	0.5932	0.7702
No log	3.7818	416	0.7498	0.6392	0.7498	0.8659
No log	3.8	418	0.8420	0.6164	0.8420	0.9176
No log	3.8182	420	0.8455	0.6349	0.8455	0.9195
No log	3.8364	422	0.7775	0.6635	0.7775	0.8818
No log	3.8545	424	0.6505	0.7030	0.6505	0.8066
No log	3.8727	426	0.5245	0.6784	0.5245	0.7242
No log	3.8909	428	0.4636	0.7426	0.4636	0.6809
No log	3.9091	430	0.4734	0.7138	0.4734	0.6880
No log	3.9273	432	0.5246	0.7138	0.5246	0.7243
No log	3.9455	434	0.5399	0.6597	0.5399	0.7348
No log	3.9636	436	0.5139	0.6873	0.5139	0.7169
No log	3.9818	438	0.4618	0.65	0.4618	0.6796
No log	4.0	440	0.4521	0.7552	0.4521	0.6724
No log	4.0182	442	0.4857	0.7879	0.4857	0.6969
No log	4.0364	444	0.5151	0.7879	0.5151	0.7177
No log	4.0545	446	0.5824	0.6645	0.5824	0.7631
No log	4.0727	448	0.6545	0.6686	0.6545	0.8090
No log	4.0909	450	0.6314	0.6686	0.6314	0.7946
No log	4.1091	452	0.5905	0.6686	0.5905	0.7684
No log	4.1273	454	0.5334	0.6645	0.5334	0.7303
No log	4.1455	456	0.4513	0.7336	0.4513	0.6718
No log	4.1636	458	0.4050	0.7986	0.4050	0.6364
No log	4.1818	460	0.3812	0.7986	0.3812	0.6174
No log	4.2	462	0.3793	0.8165	0.3793	0.6159
No log	4.2182	464	0.3739	0.8165	0.3739	0.6115
No log	4.2364	466	0.3821	0.7709	0.3821	0.6181
No log	4.2545	468	0.4596	0.6873	0.4596	0.6779
No log	4.2727	470	0.5138	0.6755	0.5138	0.7168
No log	4.2909	472	0.4884	0.6755	0.4884	0.6988
No log	4.3091	474	0.4210	0.6912	0.4210	0.6488
No log	4.3273	476	0.4098	0.7709	0.4098	0.6402
No log	4.3455	478	0.4451	0.7336	0.4451	0.6672
No log	4.3636	480	0.5082	0.7063	0.5082	0.7129
No log	4.3818	482	0.6518	0.6510	0.6518	0.8073
No log	4.4	484	0.6613	0.6510	0.6613	0.8132
No log	4.4182	486	0.5601	0.7325	0.5601	0.7484
No log	4.4364	488	0.4955	0.7336	0.4955	0.7039
No log	4.4545	490	0.4937	0.7986	0.4937	0.7027
No log	4.4727	492	0.4861	0.7651	0.4861	0.6972
No log	4.4909	494	0.4837	0.7986	0.4837	0.6955
No log	4.5091	496	0.5164	0.7336	0.5164	0.7186
No log	4.5273	498	0.5464	0.7183	0.5464	0.7392
0.4838	4.5455	500	0.6504	0.72	0.6504	0.8065
0.4838	4.5636	502	0.7908	0.6492	0.7908	0.8893
0.4838	4.5818	504	0.8017	0.6492	0.8017	0.8954
0.4838	4.6	506	0.8057	0.6492	0.8057	0.8976
0.4838	4.6182	508	0.7393	0.6827	0.7393	0.8598
0.4838	4.6364	510	0.7406	0.6162	0.7406	0.8606
0.4838	4.6545	512	0.7403	0.6101	0.7403	0.8604
0.4838	4.6727	514	0.7529	0.6101	0.7529	0.8677
0.4838	4.6909	516	0.8126	0.5722	0.8126	0.9014
0.4838	4.7091	518	0.8757	0.5882	0.8757	0.9358
0.4838	4.7273	520	0.8859	0.5882	0.8859	0.9412
0.4838	4.7455	522	0.8776	0.5882	0.8776	0.9368
0.4838	4.7636	524	0.8775	0.6101	0.8775	0.9368
0.4838	4.7818	526	0.9253	0.6230	0.9253	0.9619
0.4838	4.8	528	0.8364	0.6392	0.8364	0.9145
0.4838	4.8182	530	0.6642	0.6361	0.6642	0.8150
0.4838	4.8364	532	0.4930	0.72	0.4930	0.7021
0.4838	4.8545	534	0.4216	0.7986	0.4216	0.6493
0.4838	4.8727	536	0.4022	0.7986	0.4022	0.6342
0.4838	4.8909	538	0.4331	0.7820	0.4331	0.6581
0.4838	4.9091	540	0.5101	0.7143	0.5101	0.7142
0.4838	4.9273	542	0.5619	0.7147	0.5619	0.7496
0.4838	4.9455	544	0.5556	0.72	0.5556	0.7454
0.4838	4.9636	546	0.6189	0.7263	0.6189	0.7867
0.4838	4.9818	548	0.7470	0.6392	0.7470	0.8643
0.4838	5.0	550	0.8814	0.6484	0.8814	0.9388
0.4838	5.0182	552	0.8709	0.6441	0.8709	0.9332
0.4838	5.0364	554	0.7818	0.6441	0.7818	0.8842
0.4838	5.0545	556	0.6656	0.6392	0.6656	0.8158
0.4838	5.0727	558	0.5314	0.6784	0.5314	0.7290
0.4838	5.0909	560	0.4621	0.6912	0.4621	0.6798
0.4838	5.1091	562	0.4232	0.72	0.4232	0.6505
0.4838	5.1273	564	0.4222	0.72	0.4222	0.6498
0.4838	5.1455	566	0.4578	0.7138	0.4578	0.6766
0.4838	5.1636	568	0.5398	0.6111	0.5398	0.7347
0.4838	5.1818	570	0.5479	0.6488	0.5479	0.7402
0.4838	5.2	572	0.5033	0.6873	0.5033	0.7094
0.4838	5.2182	574	0.4801	0.6873	0.4801	0.6929
0.4838	5.2364	576	0.4473	0.7426	0.4473	0.6688
0.4838	5.2545	578	0.4074	0.8218	0.4074	0.6383
0.4838	5.2727	580	0.4076	0.8218	0.4076	0.6384
0.4838	5.2909	582	0.4529	0.7426	0.4529	0.6730
0.4838	5.3091	584	0.5483	0.6645	0.5483	0.7405
0.4838	5.3273	586	0.6440	0.6645	0.6440	0.8025
0.4838	5.3455	588	0.6401	0.6645	0.6401	0.8001
0.4838	5.3636	590	0.6115	0.6645	0.6115	0.7820
0.4838	5.3818	592	0.5725	0.6899	0.5725	0.7566
0.4838	5.4	594	0.5497	0.7016	0.5497	0.7414
0.4838	5.4182	596	0.5323	0.6667	0.5323	0.7296
0.4838	5.4364	598	0.5360	0.6667	0.5360	0.7321
0.4838	5.4545	600	0.5441	0.6557	0.5441	0.7376
0.4838	5.4727	602	0.5321	0.6784	0.5321	0.7295
0.4838	5.4909	604	0.5560	0.6557	0.5560	0.7456
0.4838	5.5091	606	0.6072	0.6921	0.6072	0.7792
0.4838	5.5273	608	0.6687	0.6686	0.6687	0.8177
0.4838	5.5455	610	0.7003	0.6392	0.7003	0.8368
0.4838	5.5636	612	0.6556	0.6557	0.6556	0.8097
0.4838	5.5818	614	0.5812	0.7083	0.5812	0.7624
0.4838	5.6	616	0.5513	0.72	0.5513	0.7425
0.4838	5.6182	618	0.5411	0.72	0.5411	0.7356
0.4838	5.6364	620	0.5565	0.72	0.5565	0.7460
0.4838	5.6545	622	0.6127	0.7378	0.6127	0.7828
0.4838	5.6727	624	0.6700	0.6447	0.6700	0.8185
0.4838	5.6909	626	0.6946	0.6447	0.6946	0.8334
0.4838	5.7091	628	0.7351	0.6392	0.7351	0.8574
0.4838	5.7273	630	0.7953	0.6441	0.7953	0.8918
0.4838	5.7455	632	0.8513	0.6441	0.8513	0.9227
0.4838	5.7636	634	0.7974	0.6441	0.7974	0.8930
0.4838	5.7818	636	0.7092	0.6392	0.7092	0.8421
0.4838	5.8	638	0.5906	0.6456	0.5906	0.7685
0.4838	5.8182	640	0.4840	0.7986	0.4840	0.6957
0.4838	5.8364	642	0.4343	0.7758	0.4343	0.6590
0.4838	5.8545	644	0.4357	0.7758	0.4357	0.6601
0.4838	5.8727	646	0.4566	0.7758	0.4566	0.6757
0.4838	5.8909	648	0.4948	0.7986	0.4948	0.7034
0.4838	5.9091	650	0.5560	0.7091	0.5560	0.7457
0.4838	5.9273	652	0.6140	0.7098	0.6140	0.7836
0.4838	5.9455	654	0.6465	0.7003	0.6465	0.8040
0.4838	5.9636	656	0.6819	0.7003	0.6819	0.8257
0.4838	5.9818	658	0.6562	0.7157	0.6562	0.8101
0.4838	6.0	660	0.5917	0.7091	0.5917	0.7692
0.4838	6.0182	662	0.5421	0.72	0.5421	0.7363
0.4838	6.0364	664	0.5001	0.7631	0.5001	0.7072
0.4838	6.0545	666	0.4797	0.7631	0.4797	0.6926
0.4838	6.0727	668	0.4970	0.7631	0.4970	0.7050
0.4838	6.0909	670	0.5244	0.7826	0.5244	0.7242
0.4838	6.1091	672	0.5706	0.7263	0.5706	0.7554
0.4838	6.1273	674	0.5913	0.7263	0.5913	0.7689
0.4838	6.1455	676	0.5412	0.7826	0.5412	0.7357
0.4838	6.1636	678	0.5203	0.7826	0.5203	0.7213
0.4838	6.1818	680	0.4814	0.7631	0.4814	0.6939
0.4838	6.2	682	0.4444	0.7336	0.4444	0.6666
0.4838	6.2182	684	0.4334	0.7336	0.4334	0.6584
0.4838	6.2364	686	0.4707	0.7667	0.4707	0.6860
0.4838	6.2545	688	0.5320	0.7826	0.5320	0.7294
0.4838	6.2727	690	0.5995	0.7455	0.5995	0.7743
0.4838	6.2909	692	0.6243	0.7258	0.6243	0.7901
0.4838	6.3091	694	0.6045	0.7098	0.6045	0.7775
0.4838	6.3273	696	0.5608	0.72	0.5608	0.7489
0.4838	6.3455	698	0.5414	0.7325	0.5414	0.7358
0.4838	6.3636	700	0.5529	0.7325	0.5529	0.7435
0.4838	6.3818	702	0.5965	0.7098	0.5965	0.7723
0.4838	6.4	704	0.6706	0.6971	0.6706	0.8189
0.4838	6.4182	706	0.7370	0.6441	0.7370	0.8585
0.4838	6.4364	708	0.7575	0.6441	0.7575	0.8703
0.4838	6.4545	710	0.7199	0.6441	0.7199	0.8485
0.4838	6.4727	712	0.6086	0.7366	0.6086	0.7802
0.4838	6.4909	714	0.5293	0.7826	0.5293	0.7275
0.4838	6.5091	716	0.5177	0.7826	0.5177	0.7195
0.4838	6.5273	718	0.5725	0.7219	0.5725	0.7566
0.4838	6.5455	720	0.6995	0.6182	0.6995	0.8364
0.4838	6.5636	722	0.7545	0.6051	0.7545	0.8686
0.4838	6.5818	724	0.7165	0.6121	0.7165	0.8465
0.4838	6.6	726	0.6366	0.6416	0.6366	0.7979
0.4838	6.6182	728	0.5293	0.6488	0.5293	0.7275
0.4838	6.6364	730	0.4817	0.7219	0.4817	0.6941
0.4838	6.6545	732	0.4699	0.7220	0.4699	0.6855
0.4838	6.6727	734	0.4662	0.7138	0.4662	0.6828
0.4838	6.6909	736	0.4683	0.7475	0.4683	0.6844
0.4838	6.7091	738	0.5236	0.7219	0.5236	0.7236
0.4838	6.7273	740	0.5954	0.7217	0.5954	0.7716
0.4838	6.7455	742	0.6516	0.6189	0.6516	0.8072
0.4838	6.7636	744	0.6477	0.6189	0.6477	0.8048
0.4838	6.7818	746	0.6045	0.7217	0.6045	0.7775
0.4838	6.8	748	0.5417	0.7475	0.5417	0.7360
0.4838	6.8182	750	0.4937	0.7524	0.4937	0.7026
0.4838	6.8364	752	0.4447	0.7524	0.4447	0.6668
0.4838	6.8545	754	0.4213	0.7921	0.4213	0.6491
0.4838	6.8727	756	0.4185	0.7921	0.4185	0.6469
0.4838	6.8909	758	0.4231	0.7524	0.4231	0.6504
0.4838	6.9091	760	0.4610	0.7524	0.4610	0.6790
0.4838	6.9273	762	0.5313	0.7524	0.5313	0.7289
0.4838	6.9455	764	0.6305	0.7093	0.6305	0.7940
0.4838	6.9636	766	0.7129	0.6196	0.7129	0.8443
0.4838	6.9818	768	0.7586	0.5684	0.7586	0.8710
0.4838	7.0	770	0.7272	0.5903	0.7272	0.8528
0.4838	7.0182	772	0.6557	0.6792	0.6557	0.8098
0.4838	7.0364	774	0.5712	0.7688	0.5712	0.7558
0.4838	7.0545	776	0.4901	0.7391	0.4901	0.7001
0.4838	7.0727	778	0.4314	0.7524	0.4314	0.6568
0.4838	7.0909	780	0.4081	0.7552	0.4081	0.6388
0.4838	7.1091	782	0.4013	0.7552	0.4013	0.6335
0.4838	7.1273	784	0.4149	0.7552	0.4149	0.6441
0.4838	7.1455	786	0.4538	0.7	0.4538	0.6737
0.4838	7.1636	788	0.5018	0.7342	0.5018	0.7084
0.4838	7.1818	790	0.5529	0.7342	0.5529	0.7436
0.4838	7.2	792	0.5802	0.6975	0.5802	0.7617
0.4838	7.2182	794	0.5792	0.6975	0.5792	0.7610
0.4838	7.2364	796	0.5418	0.7391	0.5418	0.7361
0.4838	7.2545	798	0.5114	0.7391	0.5114	0.7151
0.4838	7.2727	800	0.4964	0.7524	0.4964	0.7046
0.4838	7.2909	802	0.5118	0.7524	0.5118	0.7154
0.4838	7.3091	804	0.5514	0.7273	0.5514	0.7426
0.4838	7.3273	806	0.5875	0.6020	0.5875	0.7665
0.4838	7.3455	808	0.5793	0.6111	0.5793	0.7611
0.4838	7.3636	810	0.5629	0.6111	0.5629	0.7503
0.4838	7.3818	812	0.5381	0.6111	0.5381	0.7336
0.4838	7.4	814	0.5486	0.6873	0.5486	0.7407
0.4838	7.4182	816	0.5396	0.7143	0.5396	0.7346
0.4838	7.4364	818	0.5153	0.6936	0.5153	0.7179
0.4838	7.4545	820	0.4964	0.7325	0.4964	0.7045
0.4838	7.4727	822	0.5048	0.7325	0.5048	0.7105
0.4838	7.4909	824	0.5367	0.7325	0.5367	0.7326
0.4838	7.5091	826	0.5959	0.7030	0.5959	0.7719
0.4838	7.5273	828	0.6654	0.6648	0.6654	0.8157
0.4838	7.5455	830	0.7364	0.6885	0.7364	0.8581
0.4838	7.5636	832	0.7945	0.6176	0.7945	0.8913
0.4838	7.5818	834	0.7895	0.6176	0.7895	0.8886
0.4838	7.6	836	0.7301	0.6753	0.7301	0.8545
0.4838	7.6182	838	0.6401	0.7030	0.6401	0.8001
0.4838	7.6364	840	0.5769	0.7030	0.5769	0.7595
0.4838	7.6545	842	0.5481	0.7016	0.5481	0.7403
0.4838	7.6727	844	0.5337	0.7391	0.5337	0.7306
0.4838	7.6909	846	0.5285	0.7391	0.5285	0.7270
0.4838	7.7091	848	0.5204	0.7391	0.5204	0.7214
0.4838	7.7273	850	0.4882	0.7325	0.4882	0.6987
0.4838	7.7455	852	0.4735	0.7325	0.4735	0.6881
0.4838	7.7636	854	0.4806	0.7325	0.4806	0.6932
0.4838	7.7818	856	0.5037	0.7325	0.5037	0.7097
0.4838	7.8	858	0.5572	0.7391	0.5572	0.7464
0.4838	7.8182	860	0.6360	0.7258	0.6360	0.7975
0.4838	7.8364	862	0.7201	0.6971	0.7201	0.8486
0.4838	7.8545	864	0.7719	0.6984	0.7719	0.8786
0.4838	7.8727	866	0.7781	0.6984	0.7781	0.8821
0.4838	7.8909	868	0.7553	0.6971	0.7553	0.8691
0.4838	7.9091	870	0.6841	0.6971	0.6841	0.8271
0.4838	7.9273	872	0.5957	0.7558	0.5957	0.7718
0.4838	7.9455	874	0.5156	0.7524	0.5156	0.7180
0.4838	7.9636	876	0.4807	0.7524	0.4807	0.6933
0.4838	7.9818	878	0.4556	0.7336	0.4556	0.6750
0.4838	8.0	880	0.4408	0.7336	0.4408	0.6640
0.4838	8.0182	882	0.4394	0.7552	0.4394	0.6629
0.4838	8.0364	884	0.4569	0.7552	0.4569	0.6759
0.4838	8.0545	886	0.5009	0.7524	0.5009	0.7077
0.4838	8.0727	888	0.5391	0.7391	0.5391	0.7342
0.4838	8.0909	890	0.5757	0.7391	0.5757	0.7587
0.4838	8.1091	892	0.5913	0.7267	0.5913	0.7689
0.4838	8.1273	894	0.5967	0.7267	0.5967	0.7725
0.4838	8.1455	896	0.5871	0.7267	0.5871	0.7662
0.4838	8.1636	898	0.5704	0.7391	0.5704	0.7552
0.4838	8.1818	900	0.5615	0.7391	0.5615	0.7493
0.4838	8.2	902	0.5582	0.7391	0.5582	0.7471
0.4838	8.2182	904	0.5633	0.7391	0.5633	0.7505
0.4838	8.2364	906	0.5615	0.7391	0.5615	0.7493
0.4838	8.2545	908	0.5562	0.7391	0.5562	0.7458
0.4838	8.2727	910	0.5524	0.7524	0.5524	0.7432
0.4838	8.2909	912	0.5410	0.7524	0.5410	0.7355
0.4838	8.3091	914	0.5451	0.7524	0.5451	0.7383
0.4838	8.3273	916	0.5635	0.7391	0.5635	0.7507
0.4838	8.3455	918	0.5882	0.7391	0.5882	0.7670
0.4838	8.3636	920	0.6197	0.7263	0.6197	0.7872
0.4838	8.3818	922	0.6634	0.7160	0.6634	0.8145
0.4838	8.4	924	0.6927	0.7160	0.6927	0.8323
0.4838	8.4182	926	0.7305	0.7160	0.7305	0.8547
0.4838	8.4364	928	0.7597	0.6971	0.7597	0.8716
0.4838	8.4545	930	0.7383	0.7160	0.7383	0.8593
0.4838	8.4727	932	0.7025	0.7160	0.7025	0.8382
0.4838	8.4909	934	0.6436	0.7255	0.6436	0.8023
0.4838	8.5091	936	0.5837	0.7378	0.5837	0.7640
0.4838	8.5273	938	0.5188	0.7524	0.5188	0.7203
0.4838	8.5455	940	0.4726	0.7325	0.4726	0.6875
0.4838	8.5636	942	0.4543	0.7325	0.4543	0.6740
0.4838	8.5818	944	0.4403	0.7986	0.4403	0.6636
0.4838	8.6	946	0.4322	0.7986	0.4322	0.6574
0.4838	8.6182	948	0.4370	0.7986	0.4370	0.6610
0.4838	8.6364	950	0.4451	0.7336	0.4451	0.6672
0.4838	8.6545	952	0.4522	0.7336	0.4522	0.6725
0.4838	8.6727	954	0.4599	0.7325	0.4599	0.6781
0.4838	8.6909	956	0.4737	0.7325	0.4737	0.6883
0.4838	8.7091	958	0.4905	0.7325	0.4905	0.7003
0.4838	8.7273	960	0.5064	0.7524	0.5064	0.7116
0.4838	8.7455	962	0.5094	0.7524	0.5094	0.7138
0.4838	8.7636	964	0.5140	0.7524	0.5140	0.7169
0.4838	8.7818	966	0.5250	0.7524	0.5250	0.7246
0.4838	8.8	968	0.5361	0.7524	0.5361	0.7322
0.4838	8.8182	970	0.5392	0.7524	0.5392	0.7343
0.4838	8.8364	972	0.5311	0.7524	0.5311	0.7288
0.4838	8.8545	974	0.5382	0.7524	0.5382	0.7337
0.4838	8.8727	976	0.5481	0.7391	0.5481	0.7404
0.4838	8.8909	978	0.5489	0.7391	0.5489	0.7409
0.4838	8.9091	980	0.5585	0.7378	0.5585	0.7473
0.4838	8.9273	982	0.5761	0.7378	0.5761	0.7590
0.4838	8.9455	984	0.5847	0.7378	0.5847	0.7646
0.4838	8.9636	986	0.5903	0.7378	0.5903	0.7683
0.4838	8.9818	988	0.5947	0.7378	0.5947	0.7712
0.4838	9.0	990	0.6019	0.7378	0.6019	0.7758
0.4838	9.0182	992	0.6093	0.6789	0.6093	0.7806
0.4838	9.0364	994	0.6049	0.6789	0.6049	0.7778
0.4838	9.0545	996	0.5875	0.7030	0.5875	0.7665
0.4838	9.0727	998	0.5631	0.7143	0.5631	0.7504
0.0968	9.0909	1000	0.5477	0.7143	0.5477	0.7401
0.0968	9.1091	1002	0.5317	0.7143	0.5317	0.7292
0.0968	9.1273	1004	0.5291	0.7143	0.5291	0.7274
0.0968	9.1455	1006	0.5234	0.7143	0.5234	0.7235
0.0968	9.1636	1008	0.5219	0.7143	0.5219	0.7225
0.0968	9.1818	1010	0.5277	0.7143	0.5277	0.7265
0.0968	9.2	1012	0.5358	0.7143	0.5358	0.7320
0.0968	9.2182	1014	0.5376	0.7524	0.5376	0.7332
0.0968	9.2364	1016	0.5445	0.7524	0.5445	0.7379
0.0968	9.2545	1018	0.5549	0.7524	0.5549	0.7449
0.0968	9.2727	1020	0.5593	0.7391	0.5593	0.7479
0.0968	9.2909	1022	0.5669	0.7391	0.5669	0.7530
0.0968	9.3091	1024	0.5753	0.7378	0.5753	0.7585
0.0968	9.3273	1026	0.5872	0.7378	0.5872	0.7663
0.0968	9.3455	1028	0.5954	0.7378	0.5954	0.7716
0.0968	9.3636	1030	0.6041	0.7378	0.6041	0.7773
0.0968	9.3818	1032	0.6156	0.7151	0.6156	0.7846
0.0968	9.4	1034	0.6312	0.7151	0.6312	0.7945
0.0968	9.4182	1036	0.6402	0.7151	0.6402	0.8001
0.0968	9.4364	1038	0.6421	0.7053	0.6421	0.8013
0.0968	9.4545	1040	0.6404	0.7053	0.6404	0.8003
0.0968	9.4727	1042	0.6342	0.7437	0.6342	0.7964
0.0968	9.4909	1044	0.6283	0.7151	0.6283	0.7927
0.0968	9.5091	1046	0.6205	0.7151	0.6205	0.7877
0.0968	9.5273	1048	0.6186	0.7151	0.6186	0.7865
0.0968	9.5455	1050	0.6111	0.7378	0.6111	0.7817
0.0968	9.5636	1052	0.6019	0.7378	0.6019	0.7758
0.0968	9.5818	1054	0.5924	0.7378	0.5924	0.7696
0.0968	9.6	1056	0.5803	0.7378	0.5803	0.7618
0.0968	9.6182	1058	0.5686	0.7391	0.5686	0.7541
0.0968	9.6364	1060	0.5568	0.7524	0.5568	0.7462
0.0968	9.6545	1062	0.5488	0.7524	0.5488	0.7408
0.0968	9.6727	1064	0.5413	0.7524	0.5413	0.7357
0.0968	9.6909	1066	0.5366	0.7524	0.5366	0.7325
0.0968	9.7091	1068	0.5370	0.7524	0.5370	0.7328
0.0968	9.7273	1070	0.5391	0.7524	0.5391	0.7343
0.0968	9.7455	1072	0.5411	0.7524	0.5411	0.7356
0.0968	9.7636	1074	0.5417	0.7524	0.5417	0.7360
0.0968	9.7818	1076	0.5441	0.7524	0.5441	0.7376
0.0968	9.8	1078	0.5465	0.7524	0.5465	0.7393
0.0968	9.8182	1080	0.5501	0.7524	0.5501	0.7417
0.0968	9.8364	1082	0.5529	0.7524	0.5529	0.7436
0.0968	9.8545	1084	0.5540	0.7524	0.5540	0.7443
0.0968	9.8727	1086	0.5556	0.7524	0.5556	0.7454
0.0968	9.8909	1088	0.5576	0.7524	0.5576	0.7468
0.0968	9.9091	1090	0.5604	0.7524	0.5604	0.7486
0.0968	9.9273	1092	0.5633	0.7524	0.5633	0.7505
0.0968	9.9455	1094	0.5649	0.7524	0.5649	0.7516
0.0968	9.9636	1096	0.5657	0.7524	0.5657	0.7521
0.0968	9.9818	1098	0.5659	0.7524	0.5659	0.7523
0.0968	10.0	1100	0.5659	0.7524	0.5659	0.7523

Framework versions

Transformers 4.44.2
Pytorch 2.4.0+cu118
Datasets 2.21.0
Tokenizers 0.19.1

MayBashendy/Arabic_FineTuningAraBERT_run2_AugV5_k10_task1_organization_fold1

Arabic_FineTuningAraBERT_run2_AugV5_k10_task1_organization_fold1

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

MayBashendy/
Arabic_FineTuningAraBERT_run2_AugV5_k10_task1_organization_fold1