Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0182	2	3.4681	0.0	3.4681	1.8623
No log	0.0364	4	2.6591	0.0499	2.6591	1.6307
No log	0.0545	6	1.2766	0.0	1.2766	1.1299
No log	0.0727	8	1.1868	0.0	1.1868	1.0894
No log	0.0909	10	1.2469	0.0	1.2469	1.1166
No log	0.1091	12	1.2751	-0.0302	1.2751	1.1292
No log	0.1273	14	1.0194	0.0	1.0194	1.0097
No log	0.1455	16	0.9249	0.0	0.9249	0.9617
No log	0.1636	18	1.0640	0.0	1.0640	1.0315
No log	0.1818	20	1.3670	0.0	1.3670	1.1692
No log	0.2	22	1.2090	0.0	1.2090	1.0995
No log	0.2182	24	0.9144	0.0	0.9144	0.9562
No log	0.2364	26	0.8803	0.0	0.8803	0.9382
No log	0.2545	28	0.9301	0.0	0.9301	0.9644
No log	0.2727	30	0.9759	0.0	0.9759	0.9879
No log	0.2909	32	0.9809	0.0	0.9809	0.9904
No log	0.3091	34	0.9875	0.0	0.9875	0.9937
No log	0.3273	36	1.0304	0.0	1.0304	1.0151
No log	0.3455	38	1.0388	0.0	1.0388	1.0192
No log	0.3636	40	0.9944	0.0	0.9944	0.9972
No log	0.3818	42	1.1103	0.0	1.1103	1.0537
No log	0.4	44	1.3980	-0.0302	1.3980	1.1824
No log	0.4182	46	1.4366	-0.0302	1.4366	1.1986
No log	0.4364	48	1.3955	-0.0302	1.3955	1.1813
No log	0.4545	50	1.1078	0.0	1.1078	1.0525
No log	0.4727	52	1.0967	0.0	1.0967	1.0473
No log	0.4909	54	1.0962	0.0	1.0962	1.0470
No log	0.5091	56	1.1814	0.0	1.1814	1.0869
No log	0.5273	58	1.1936	0.0	1.1936	1.0925
No log	0.5455	60	1.1331	0.0	1.1331	1.0645
No log	0.5636	62	1.1248	0.0	1.1248	1.0606
No log	0.5818	64	1.1166	0.0	1.1166	1.0567
No log	0.6	66	1.1056	0.0	1.1056	1.0515
No log	0.6182	68	0.9624	0.1213	0.9624	0.9810
No log	0.6364	70	0.8375	0.3197	0.8375	0.9152
No log	0.6545	72	0.8814	0.3412	0.8814	0.9388
No log	0.6727	74	1.0552	0.0491	1.0552	1.0272
No log	0.6909	76	0.9050	0.1213	0.9050	0.9513
No log	0.7091	78	0.8474	0.1213	0.8474	0.9205
No log	0.7273	80	0.8144	0.1213	0.8144	0.9024
No log	0.7455	82	0.8100	0.1213	0.8100	0.9000
No log	0.7636	84	0.7287	0.1213	0.7287	0.8536
No log	0.7818	86	0.6995	0.1564	0.6995	0.8364
No log	0.8	88	0.7064	0.1026	0.7064	0.8405
No log	0.8182	90	0.7270	0.1564	0.7270	0.8526
No log	0.8364	92	0.7224	0.1564	0.7224	0.8500
No log	0.8545	94	0.7695	0.1564	0.7695	0.8772
No log	0.8727	96	0.7921	0.3197	0.7921	0.8900
No log	0.8909	98	0.7615	0.1563	0.7615	0.8726
No log	0.9091	100	0.6838	0.1356	0.6838	0.8269
No log	0.9273	102	0.6855	0.1356	0.6855	0.8280
No log	0.9455	104	0.6596	0.2150	0.6596	0.8121
No log	0.9636	106	0.7491	0.1755	0.7491	0.8655
No log	0.9818	108	0.7979	0.1788	0.7979	0.8933
No log	1.0	110	0.7183	0.0567	0.7183	0.8476
No log	1.0182	112	0.7074	0.0339	0.7074	0.8411
No log	1.0364	114	0.7035	0.0099	0.7035	0.8388
No log	1.0545	116	0.7085	0.0258	0.7085	0.8417
No log	1.0727	118	0.7289	0.0679	0.7289	0.8537
No log	1.0909	120	0.7523	0.0679	0.7523	0.8673
No log	1.1091	122	0.7174	0.0679	0.7174	0.8470
No log	1.1273	124	0.6881	-0.0294	0.6881	0.8295
No log	1.1455	126	0.7703	0.2725	0.7703	0.8777
No log	1.1636	128	0.7583	0.1560	0.7583	0.8708
No log	1.1818	130	0.7052	-0.0553	0.7052	0.8398
No log	1.2	132	0.7376	-0.0153	0.7376	0.8589
No log	1.2182	134	0.7516	0.0679	0.7516	0.8670
No log	1.2364	136	0.6678	0.0679	0.6678	0.8172
No log	1.2545	138	0.6068	0.0679	0.6068	0.7790
No log	1.2727	140	0.5667	0.1765	0.5667	0.7528
No log	1.2909	142	0.5332	0.1356	0.5332	0.7302
No log	1.3091	144	0.5183	0.2373	0.5183	0.7200
No log	1.3273	146	0.5126	0.3546	0.5126	0.7160
No log	1.3455	148	0.5079	0.2725	0.5079	0.7126
No log	1.3636	150	0.5005	0.2553	0.5005	0.7074
No log	1.3818	152	0.5158	0.1962	0.5158	0.7182
No log	1.4	154	0.5600	0.2553	0.5600	0.7483
No log	1.4182	156	0.5612	0.1765	0.5612	0.7491
No log	1.4364	158	0.5691	0.1765	0.5691	0.7544
No log	1.4545	160	0.6329	0.2355	0.6329	0.7955
No log	1.4727	162	0.7012	0.2355	0.7012	0.8374
No log	1.4909	164	0.7082	0.2355	0.7082	0.8415
No log	1.5091	166	0.7629	0.1818	0.7629	0.8734
No log	1.5273	168	0.7430	0.3251	0.7430	0.8620
No log	1.5455	170	0.7021	0.3251	0.7021	0.8379
No log	1.5636	172	0.6719	0.3171	0.6719	0.8197
No log	1.5818	174	0.6515	0.2154	0.6515	0.8071
No log	1.6	176	0.6750	0.2154	0.6750	0.8216
No log	1.6182	178	0.7115	0.1765	0.7115	0.8435
No log	1.6364	180	0.7398	0.2154	0.7398	0.8601
No log	1.6545	182	0.7573	0.1231	0.7573	0.8702
No log	1.6727	184	0.7505	0.1141	0.7505	0.8663
No log	1.6909	186	0.7582	0.0503	0.7582	0.8707
No log	1.7091	188	0.7838	0.0828	0.7838	0.8853
No log	1.7273	190	0.7539	0.1793	0.7539	0.8683
No log	1.7455	192	0.7167	0.3171	0.7167	0.8466
No log	1.7636	194	0.7929	0.2250	0.7929	0.8904
No log	1.7818	196	0.8855	0.2736	0.8855	0.9410
No log	1.8	198	0.7961	0.3026	0.7961	0.8923
No log	1.8182	200	0.6724	0.1419	0.6724	0.8200
No log	1.8364	202	0.6313	0.1356	0.6313	0.7946
No log	1.8545	204	0.7169	0.0258	0.7169	0.8467
No log	1.8727	206	0.7798	0.0258	0.7798	0.8831
No log	1.8909	208	0.7705	0.0258	0.7705	0.8778
No log	1.9091	210	0.7450	0.0258	0.7450	0.8631
No log	1.9273	212	0.7304	0.1356	0.7304	0.8546
No log	1.9455	214	0.7259	0.1419	0.7259	0.8520
No log	1.9636	216	0.6767	0.1419	0.6767	0.8226
No log	1.9818	218	0.6257	0.0957	0.6257	0.7910
No log	2.0	220	0.6050	0.1356	0.6050	0.7778
No log	2.0182	222	0.6056	0.3438	0.6056	0.7782
No log	2.0364	224	0.6228	0.1600	0.6228	0.7892
No log	2.0545	226	0.6297	0.1064	0.6297	0.7936
No log	2.0727	228	0.6563	0.2184	0.6563	0.8101
No log	2.0909	230	0.7454	0.0916	0.7454	0.8633
No log	2.1091	232	0.7729	0.0503	0.7729	0.8791
No log	2.1273	234	0.7855	0.0503	0.7855	0.8863
No log	2.1455	236	0.8001	0.0503	0.8001	0.8945
No log	2.1636	238	0.7886	0.0503	0.7886	0.8880
No log	2.1818	240	0.7726	0.0099	0.7726	0.8790
No log	2.2	242	0.7656	0.0099	0.7656	0.8750
No log	2.2182	244	0.7589	0.0503	0.7589	0.8712
No log	2.2364	246	0.7835	0.0503	0.7835	0.8852
No log	2.2545	248	0.8227	0.0679	0.8227	0.9070
No log	2.2727	250	0.8170	0.0679	0.8170	0.9039
No log	2.2909	252	0.7572	0.0679	0.7572	0.8702
No log	2.3091	254	0.6858	0.1141	0.6858	0.8281
No log	2.3273	256	0.6684	0.1783	0.6684	0.8175
No log	2.3455	258	0.7048	0.2484	0.7048	0.8395
No log	2.3636	260	0.7070	0.1231	0.7070	0.8408
No log	2.3818	262	0.7413	0.1034	0.7413	0.8610
No log	2.4	264	0.8441	0.1600	0.8441	0.9187
No log	2.4182	266	0.9807	0.3198	0.9807	0.9903
No log	2.4364	268	1.0091	0.2348	1.0091	1.0045
No log	2.4545	270	0.9425	0.1000	0.9425	0.9708
No log	2.4727	272	0.8950	0.1000	0.8950	0.9460
No log	2.4909	274	0.8571	0.0679	0.8571	0.9258
No log	2.5091	276	0.8233	0.0258	0.8233	0.9074
No log	2.5273	278	0.7939	0.0090	0.7939	0.8910
No log	2.5455	280	0.7913	0.0667	0.7913	0.8895
No log	2.5636	282	0.7817	0.1231	0.7817	0.8841
No log	2.5818	284	0.7765	0.1231	0.7765	0.8812
No log	2.6	286	0.7715	0.1600	0.7715	0.8784
No log	2.6182	288	0.7379	0.3029	0.7379	0.8590
No log	2.6364	290	0.6992	0.1409	0.6992	0.8362
No log	2.6545	292	0.6684	0.0916	0.6684	0.8176
No log	2.6727	294	0.6732	0.2186	0.6732	0.8205
No log	2.6909	296	0.6798	0.2186	0.6798	0.8245
No log	2.7091	298	0.6587	0.2158	0.6587	0.8116
No log	2.7273	300	0.6521	0.1419	0.6521	0.8075
No log	2.7455	302	0.6483	0.0870	0.6483	0.8052
No log	2.7636	304	0.6539	0.0870	0.6539	0.8086
No log	2.7818	306	0.6432	0.0870	0.6432	0.8020
No log	2.8	308	0.6267	0.1231	0.6267	0.7916
No log	2.8182	310	0.6153	0.1034	0.6153	0.7844
No log	2.8364	312	0.6145	0.1034	0.6145	0.7839
No log	2.8545	314	0.6103	0.1034	0.6103	0.7812
No log	2.8727	316	0.5842	0.1409	0.5842	0.7643
No log	2.8909	318	0.5672	0.0916	0.5672	0.7531
No log	2.9091	320	0.5506	0.1978	0.5506	0.7420
No log	2.9273	322	0.5436	0.2696	0.5436	0.7373
No log	2.9455	324	0.5544	0.2323	0.5544	0.7446
No log	2.9636	326	0.5477	0.2323	0.5477	0.7400
No log	2.9818	328	0.5484	0.2323	0.5484	0.7405
No log	3.0	330	0.5554	0.2323	0.5554	0.7452
No log	3.0182	332	0.5406	0.2323	0.5406	0.7353
No log	3.0364	334	0.5257	0.2921	0.5257	0.7251
No log	3.0545	336	0.5189	0.2364	0.5189	0.7203
No log	3.0727	338	0.5109	0.2921	0.5109	0.7148
No log	3.0909	340	0.5046	0.2921	0.5046	0.7103
No log	3.1091	342	0.5071	0.3546	0.5071	0.7121
No log	3.1273	344	0.5140	0.3695	0.5140	0.7169
No log	3.1455	346	0.5176	0.1962	0.5176	0.7195
No log	3.1636	348	0.5241	0.2921	0.5241	0.7240
No log	3.1818	350	0.5640	0.2355	0.5640	0.7510
No log	3.2	352	0.6578	0.2727	0.6578	0.8110
No log	3.2182	354	0.7122	0.2846	0.7122	0.8439
No log	3.2364	356	0.7336	0.2846	0.7336	0.8565
No log	3.2545	358	0.6992	0.25	0.6992	0.8362
No log	3.2727	360	0.6838	0.2759	0.6838	0.8269
No log	3.2909	362	0.6794	0.2759	0.6794	0.8243
No log	3.3091	364	0.6418	0.2646	0.6418	0.8011
No log	3.3273	366	0.6377	0.2646	0.6377	0.7986
No log	3.3455	368	0.6079	0.3121	0.6079	0.7797
No log	3.3636	370	0.5899	0.2669	0.5899	0.7681
No log	3.3818	372	0.5840	0.1600	0.5840	0.7642
No log	3.4	374	0.5811	0.1600	0.5811	0.7623
No log	3.4182	376	0.5752	0.2154	0.5752	0.7584
No log	3.4364	378	0.5658	0.2696	0.5658	0.7522
No log	3.4545	380	0.5591	0.4389	0.5591	0.7477
No log	3.4727	382	0.5799	0.3463	0.5799	0.7615
No log	3.4909	384	0.5826	0.3521	0.5826	0.7633
No log	3.5091	386	0.5612	0.4389	0.5612	0.7491
No log	3.5273	388	0.5502	0.4839	0.5502	0.7418
No log	3.5455	390	0.5756	0.4024	0.5756	0.7587
No log	3.5636	392	0.6107	0.3662	0.6107	0.7815
No log	3.5818	394	0.6190	0.4143	0.6190	0.7867
No log	3.6	396	0.6065	0.3787	0.6065	0.7788
No log	3.6182	398	0.5855	0.3787	0.5855	0.7651
No log	3.6364	400	0.5790	0.4143	0.5790	0.7609
No log	3.6545	402	0.6042	0.1209	0.6042	0.7773
No log	3.6727	404	0.6354	0.2846	0.6354	0.7971
No log	3.6909	406	0.6122	0.2727	0.6122	0.7824
No log	3.7091	408	0.5755	0.3396	0.5755	0.7586
No log	3.7273	410	0.5561	0.4494	0.5561	0.7457
No log	3.7455	412	0.5700	0.3226	0.5700	0.7550
No log	3.7636	414	0.5849	0.2851	0.5849	0.7648
No log	3.7818	416	0.5872	0.2851	0.5872	0.7663
No log	3.8	418	0.5779	0.2851	0.5779	0.7602
No log	3.8182	420	0.5627	0.2967	0.5627	0.7501
No log	3.8364	422	0.5592	0.2921	0.5592	0.7478
No log	3.8545	424	0.5554	0.2921	0.5554	0.7453
No log	3.8727	426	0.5486	0.2373	0.5486	0.7407
No log	3.8909	428	0.5450	0.2967	0.5450	0.7383
No log	3.9091	430	0.5667	0.4638	0.5667	0.7528
No log	3.9273	432	0.6046	0.3875	0.6046	0.7776
No log	3.9455	434	0.6074	0.4253	0.6074	0.7794
No log	3.9636	436	0.6025	0.3662	0.6025	0.7762
No log	3.9818	438	0.6314	0.2669	0.6314	0.7946
No log	4.0	440	0.6714	0.2158	0.6714	0.8194
No log	4.0182	442	0.6940	0.2312	0.6940	0.8330
No log	4.0364	444	0.7534	0.25	0.7534	0.8680
No log	4.0545	446	0.8179	0.1818	0.8179	0.9044
No log	4.0727	448	0.8230	0.1818	0.8230	0.9072
No log	4.0909	450	0.7573	0.1456	0.7573	0.8703
No log	4.1091	452	0.6842	0.2669	0.6842	0.8272
No log	4.1273	454	0.6607	0.2470	0.6607	0.8129
No log	4.1455	456	0.6575	0.3787	0.6575	0.8108
No log	4.1636	458	0.6460	0.2817	0.6460	0.8038
No log	4.1818	460	0.6342	0.2817	0.6342	0.7964
No log	4.2	462	0.6294	0.3171	0.6294	0.7933
No log	4.2182	464	0.6474	0.2786	0.6474	0.8046
No log	4.2364	466	0.6465	0.2355	0.6465	0.8040
No log	4.2545	468	0.6638	0.2355	0.6638	0.8148
No log	4.2727	470	0.6658	0.3333	0.6658	0.8160
No log	4.2909	472	0.6400	0.2312	0.6400	0.8000
No log	4.3091	474	0.5992	0.3171	0.5992	0.7741
No log	4.3273	476	0.5817	0.3171	0.5817	0.7627
No log	4.3455	478	0.5750	0.3171	0.5750	0.7583
No log	4.3636	480	0.5768	0.3171	0.5768	0.7595
No log	4.3818	482	0.5900	0.3171	0.5900	0.7681
No log	4.4	484	0.5944	0.3171	0.5944	0.7709
No log	4.4182	486	0.6127	0.3588	0.6127	0.7827
No log	4.4364	488	0.6314	0.3636	0.6314	0.7946
No log	4.4545	490	0.6382	0.3636	0.6382	0.7989
No log	4.4727	492	0.6093	0.3588	0.6093	0.7806
No log	4.4909	494	0.5888	0.2154	0.5888	0.7673
No log	4.5091	496	0.5847	0.2696	0.5847	0.7646
No log	4.5273	498	0.5772	0.2696	0.5772	0.7597
0.4204	4.5455	500	0.5707	0.2696	0.5707	0.7555
0.4204	4.5636	502	0.5706	0.1600	0.5706	0.7554
0.4204	4.5818	504	0.5716	0.2669	0.5716	0.7561
0.4204	4.6	506	0.5732	0.3588	0.5732	0.7571
0.4204	4.6182	508	0.5736	0.3588	0.5736	0.7574
0.4204	4.6364	510	0.5787	0.3588	0.5787	0.7607
0.4204	4.6545	512	0.5770	0.3171	0.5770	0.7596
0.4204	4.6727	514	0.5841	0.3171	0.5841	0.7643
0.4204	4.6909	516	0.5950	0.3171	0.5950	0.7713
0.4204	4.7091	518	0.6145	0.3171	0.6145	0.7839
0.4204	4.7273	520	0.6561	0.3588	0.6561	0.8100
0.4204	4.7455	522	0.7016	0.3636	0.7016	0.8376
0.4204	4.7636	524	0.7633	0.3877	0.7633	0.8737
0.4204	4.7818	526	0.8381	0.3877	0.8381	0.9155
0.4204	4.8	528	0.8134	0.3877	0.8134	0.9019
0.4204	4.8182	530	0.7258	0.3077	0.7258	0.8519
0.4204	4.8364	532	0.6293	0.2986	0.6293	0.7933
0.4204	4.8545	534	0.5864	0.3463	0.5864	0.7658
0.4204	4.8727	536	0.5723	0.2154	0.5723	0.7565
0.4204	4.8909	538	0.5764	0.2154	0.5764	0.7592
0.4204	4.9091	540	0.5810	0.3171	0.5810	0.7622
0.4204	4.9273	542	0.5911	0.3029	0.5911	0.7688
0.4204	4.9455	544	0.6067	0.3121	0.6067	0.7789
0.4204	4.9636	546	0.6309	0.2646	0.6309	0.7943
0.4204	4.9818	548	0.6616	0.2161	0.6616	0.8134
0.4204	5.0	550	0.6608	0.2646	0.6608	0.8129
0.4204	5.0182	552	0.6310	0.3121	0.6310	0.7944
0.4204	5.0364	554	0.6067	0.3029	0.6067	0.7789
0.4204	5.0545	556	0.5866	0.3029	0.5866	0.7659
0.4204	5.0727	558	0.5669	0.2669	0.5669	0.7529
0.4204	5.0909	560	0.5537	0.3662	0.5537	0.7441
0.4204	5.1091	562	0.5407	0.3662	0.5407	0.7353
0.4204	5.1273	564	0.5336	0.3662	0.5336	0.7305
0.4204	5.1455	566	0.5425	0.3029	0.5425	0.7365
0.4204	5.1636	568	0.5635	0.2186	0.5635	0.7507
0.4204	5.1818	570	0.5671	0.2186	0.5671	0.7531
0.4204	5.2	572	0.5460	0.2186	0.5460	0.7389
0.4204	5.2182	574	0.5385	0.2921	0.5385	0.7338
0.4204	5.2364	576	0.5370	0.3171	0.5370	0.7328
0.4204	5.2545	578	0.5380	0.3171	0.5380	0.7335
0.4204	5.2727	580	0.5378	0.3662	0.5378	0.7334
0.4204	5.2909	582	0.5488	0.3171	0.5488	0.7408
0.4204	5.3091	584	0.5663	0.3171	0.5663	0.7525
0.4204	5.3273	586	0.5878	0.3171	0.5878	0.7667
0.4204	5.3455	588	0.6053	0.3900	0.6053	0.7780
0.4204	5.3636	590	0.6133	0.3396	0.6133	0.7831
0.4204	5.3818	592	0.6079	0.3396	0.6079	0.7797
0.4204	5.4	594	0.6117	0.3396	0.6117	0.7821
0.4204	5.4182	596	0.6093	0.3588	0.6093	0.7806
0.4204	5.4364	598	0.6153	0.3588	0.6153	0.7844
0.4204	5.4545	600	0.6104	0.3588	0.6104	0.7813
0.4204	5.4727	602	0.6140	0.3588	0.6140	0.7836
0.4204	5.4909	604	0.6204	0.3396	0.6204	0.7876
0.4204	5.5091	606	0.6205	0.3771	0.6205	0.7877
0.4204	5.5273	608	0.6282	0.3811	0.6282	0.7926
0.4204	5.5455	610	0.6074	0.2759	0.6074	0.7794
0.4204	5.5636	612	0.5887	0.2759	0.5887	0.7673
0.4204	5.5818	614	0.5731	0.2759	0.5731	0.7570
0.4204	5.6	616	0.5446	0.3318	0.5446	0.7379
0.4204	5.6182	618	0.5274	0.4024	0.5274	0.7262
0.4204	5.6364	620	0.5329	0.3662	0.5329	0.7300
0.4204	5.6545	622	0.5465	0.4045	0.5465	0.7393
0.4204	5.6727	624	0.5645	0.4806	0.5645	0.7513
0.4204	5.6909	626	0.5695	0.4806	0.5695	0.7546
0.4204	5.7091	628	0.5756	0.4385	0.5756	0.7587
0.4204	5.7273	630	0.5519	0.3708	0.5519	0.7429
0.4204	5.7455	632	0.5360	0.3708	0.5360	0.7321
0.4204	5.7636	634	0.5349	0.3662	0.5349	0.7314
0.4204	5.7818	636	0.5484	0.3708	0.5484	0.7405
0.4204	5.8	638	0.5500	0.3708	0.5500	0.7416
0.4204	5.8182	640	0.5400	0.3467	0.5400	0.7349
0.4204	5.8364	642	0.5254	0.3662	0.5254	0.7249
0.4204	5.8545	644	0.5135	0.3662	0.5135	0.7166
0.4204	5.8727	646	0.5104	0.3662	0.5104	0.7144
0.4204	5.8909	648	0.5148	0.3787	0.5148	0.7175
0.4204	5.9091	650	0.5149	0.3787	0.5149	0.7176
0.4204	5.9273	652	0.5143	0.4143	0.5143	0.7171
0.4204	5.9455	654	0.5185	0.3662	0.5185	0.7200
0.4204	5.9636	656	0.5292	0.3865	0.5292	0.7274
0.4204	5.9818	658	0.5395	0.4772	0.5395	0.7345
0.4204	6.0	660	0.5400	0.3865	0.5400	0.7349
0.4204	6.0182	662	0.5405	0.3662	0.5405	0.7352
0.4204	6.0364	664	0.5483	0.3467	0.5483	0.7404
0.4204	6.0545	666	0.5480	0.3662	0.5480	0.7403
0.4204	6.0727	668	0.5489	0.3662	0.5489	0.7409
0.4204	6.0909	670	0.5461	0.3662	0.5461	0.7390
0.4204	6.1091	672	0.5437	0.3662	0.5437	0.7373
0.4204	6.1273	674	0.5430	0.3662	0.5430	0.7369
0.4204	6.1455	676	0.5464	0.3467	0.5464	0.7392
0.4204	6.1636	678	0.5597	0.3467	0.5597	0.7481
0.4204	6.1818	680	0.5663	0.3467	0.5663	0.7525
0.4204	6.2	682	0.5776	0.3467	0.5776	0.7600
0.4204	6.2182	684	0.5833	0.2921	0.5833	0.7637
0.4204	6.2364	686	0.5849	0.2921	0.5849	0.7648
0.4204	6.2545	688	0.5904	0.3171	0.5904	0.7684
0.4204	6.2727	690	0.5996	0.2921	0.5996	0.7743
0.4204	6.2909	692	0.6132	0.3771	0.6132	0.7831
0.4204	6.3091	694	0.6160	0.3255	0.6160	0.7849
0.4204	6.3273	696	0.6129	0.3255	0.6129	0.7829
0.4204	6.3455	698	0.5950	0.3771	0.5950	0.7714
0.4204	6.3636	700	0.5760	0.4277	0.5760	0.7589
0.4204	6.3818	702	0.5627	0.3171	0.5627	0.7501
0.4204	6.4	704	0.5655	0.3171	0.5655	0.7520
0.4204	6.4182	706	0.5677	0.3171	0.5677	0.7535
0.4204	6.4364	708	0.5730	0.3171	0.5730	0.7569
0.4204	6.4545	710	0.5847	0.2669	0.5847	0.7647
0.4204	6.4727	712	0.5963	0.2669	0.5963	0.7722
0.4204	6.4909	714	0.6095	0.2364	0.6095	0.7807
0.4204	6.5091	716	0.6227	0.3771	0.6227	0.7891
0.4204	6.5273	718	0.6124	0.3771	0.6124	0.7826
0.4204	6.5455	720	0.6033	0.3771	0.6033	0.7768
0.4204	6.5636	722	0.5860	0.2759	0.5860	0.7655
0.4204	6.5818	724	0.5733	0.2364	0.5733	0.7572
0.4204	6.6	726	0.5622	0.3171	0.5622	0.7498
0.4204	6.6182	728	0.5530	0.3171	0.5530	0.7436
0.4204	6.6364	730	0.5468	0.3662	0.5468	0.7395
0.4204	6.6545	732	0.5498	0.3662	0.5498	0.7415
0.4204	6.6727	734	0.5577	0.3662	0.5577	0.7468
0.4204	6.6909	736	0.5712	0.3662	0.5712	0.7558
0.4204	6.7091	738	0.5856	0.3029	0.5856	0.7652
0.4204	6.7273	740	0.5928	0.3029	0.5928	0.7699
0.4204	6.7455	742	0.5791	0.3029	0.5791	0.7610
0.4204	6.7636	744	0.5760	0.3532	0.5760	0.7590
0.4204	6.7818	746	0.5785	0.3467	0.5785	0.7606
0.4204	6.8	748	0.5925	0.3532	0.5925	0.7697
0.4204	6.8182	750	0.6005	0.3708	0.6005	0.7749
0.4204	6.8364	752	0.6079	0.3377	0.6079	0.7797
0.4204	6.8545	754	0.6149	0.3377	0.6149	0.7842
0.4204	6.8727	756	0.6113	0.3307	0.6113	0.7819
0.4204	6.8909	758	0.6121	0.3307	0.6121	0.7823
0.4204	6.9091	760	0.6129	0.3307	0.6129	0.7829
0.4204	6.9273	762	0.6124	0.3307	0.6124	0.7826
0.4204	6.9455	764	0.6151	0.3251	0.6151	0.7843
0.4204	6.9636	766	0.6136	0.3251	0.6136	0.7833
0.4204	6.9818	768	0.6172	0.3251	0.6172	0.7856
0.4204	7.0	770	0.6212	0.3251	0.6212	0.7881
0.4204	7.0182	772	0.6272	0.3251	0.6272	0.7920
0.4204	7.0364	774	0.6310	0.2921	0.6310	0.7943
0.4204	7.0545	776	0.6369	0.2817	0.6369	0.7981
0.4204	7.0727	778	0.6399	0.2817	0.6399	0.7999
0.4204	7.0909	780	0.6389	0.2817	0.6389	0.7993
0.4204	7.1091	782	0.6378	0.2817	0.6378	0.7986
0.4204	7.1273	784	0.6275	0.3171	0.6275	0.7921
0.4204	7.1455	786	0.6176	0.3029	0.6176	0.7859
0.4204	7.1636	788	0.5979	0.2921	0.5979	0.7732
0.4204	7.1818	790	0.5802	0.2921	0.5802	0.7617
0.4204	7.2	792	0.5590	0.2921	0.5590	0.7477
0.4204	7.2182	794	0.5432	0.3467	0.5432	0.7370
0.4204	7.2364	796	0.5320	0.3077	0.5320	0.7294
0.4204	7.2545	798	0.5321	0.3307	0.5321	0.7295
0.4204	7.2727	800	0.5340	0.3307	0.5340	0.7308
0.4204	7.2909	802	0.5420	0.4258	0.5420	0.7362
0.4204	7.3091	804	0.5476	0.4258	0.5476	0.7400
0.4204	7.3273	806	0.5512	0.2959	0.5512	0.7424
0.4204	7.3455	808	0.5562	0.3171	0.5562	0.7458
0.4204	7.3636	810	0.5773	0.2921	0.5773	0.7598
0.4204	7.3818	812	0.5977	0.3029	0.5977	0.7731
0.4204	7.4	814	0.6054	0.3029	0.6054	0.7781
0.4204	7.4182	816	0.6069	0.3029	0.6069	0.7790
0.4204	7.4364	818	0.6006	0.3251	0.6006	0.7750
0.4204	7.4545	820	0.5936	0.3171	0.5936	0.7705
0.4204	7.4727	822	0.5803	0.3662	0.5803	0.7618
0.4204	7.4909	824	0.5653	0.3662	0.5653	0.7519
0.4204	7.5091	826	0.5596	0.3662	0.5596	0.7481
0.4204	7.5273	828	0.5551	0.3662	0.5551	0.7451
0.4204	7.5455	830	0.5544	0.3662	0.5544	0.7446
0.4204	7.5636	832	0.5562	0.3662	0.5562	0.7458
0.4204	7.5818	834	0.5591	0.3662	0.5591	0.7477
0.4204	7.6	836	0.5703	0.2921	0.5703	0.7552
0.4204	7.6182	838	0.5875	0.2516	0.5875	0.7665
0.4204	7.6364	840	0.5868	0.2516	0.5868	0.7661
0.4204	7.6545	842	0.5804	0.2516	0.5804	0.7618
0.4204	7.6727	844	0.5829	0.2516	0.5829	0.7634
0.4204	7.6909	846	0.5852	0.2516	0.5852	0.7650
0.4204	7.7091	848	0.5787	0.2364	0.5787	0.7607
0.4204	7.7273	850	0.5804	0.3171	0.5804	0.7618
0.4204	7.7455	852	0.5830	0.3171	0.5830	0.7635
0.4204	7.7636	854	0.5931	0.2669	0.5931	0.7701
0.4204	7.7818	856	0.6002	0.2786	0.6002	0.7747
0.4204	7.8	858	0.6000	0.2669	0.6000	0.7746
0.4204	7.8182	860	0.5967	0.2669	0.5967	0.7725
0.4204	7.8364	862	0.6007	0.2669	0.6007	0.7750
0.4204	7.8545	864	0.6133	0.2786	0.6133	0.7831
0.4204	7.8727	866	0.6400	0.2312	0.6400	0.8000
0.4204	7.8909	868	0.6658	0.2986	0.6658	0.8160
0.4204	7.9091	870	0.6755	0.2986	0.6755	0.8219
0.4204	7.9273	872	0.6639	0.2986	0.6639	0.8148
0.4204	7.9455	874	0.6386	0.1992	0.6386	0.7991
0.4204	7.9636	876	0.6081	0.3251	0.6081	0.7798
0.4204	7.9818	878	0.5863	0.3171	0.5863	0.7657
0.4204	8.0	880	0.5735	0.3662	0.5735	0.7573
0.4204	8.0182	882	0.5688	0.3662	0.5688	0.7542
0.4204	8.0364	884	0.5691	0.3171	0.5691	0.7544
0.4204	8.0545	886	0.5708	0.3171	0.5708	0.7555
0.4204	8.0727	888	0.5796	0.3251	0.5796	0.7613
0.4204	8.0909	890	0.5939	0.3251	0.5939	0.7707
0.4204	8.1091	892	0.6003	0.3251	0.6003	0.7748
0.4204	8.1273	894	0.6020	0.3251	0.6020	0.7759
0.4204	8.1455	896	0.6009	0.3251	0.6009	0.7752
0.4204	8.1636	898	0.6047	0.3251	0.6047	0.7776
0.4204	8.1818	900	0.6118	0.3251	0.6118	0.7822
0.4204	8.2	902	0.6180	0.3251	0.6180	0.7861
0.4204	8.2182	904	0.6259	0.3029	0.6259	0.7912
0.4204	8.2364	906	0.6237	0.3029	0.6237	0.7898
0.4204	8.2545	908	0.6121	0.3251	0.6121	0.7823
0.4204	8.2727	910	0.6023	0.3251	0.6023	0.7761
0.4204	8.2909	912	0.5890	0.3251	0.5890	0.7675
0.4204	8.3091	914	0.5799	0.3171	0.5799	0.7615
0.4204	8.3273	916	0.5711	0.2817	0.5711	0.7557
0.4204	8.3455	918	0.5656	0.2817	0.5656	0.7521
0.4204	8.3636	920	0.5631	0.2817	0.5631	0.7504
0.4204	8.3818	922	0.5619	0.3171	0.5619	0.7496
0.4204	8.4	924	0.5617	0.3171	0.5617	0.7495
0.4204	8.4182	926	0.5630	0.3171	0.5630	0.7503
0.4204	8.4364	928	0.5659	0.3171	0.5659	0.7523
0.4204	8.4545	930	0.5697	0.3251	0.5697	0.7548
0.4204	8.4727	932	0.5782	0.3251	0.5782	0.7604
0.4204	8.4909	934	0.5891	0.3251	0.5891	0.7676
0.4204	8.5091	936	0.5942	0.3251	0.5942	0.7709
0.4204	8.5273	938	0.6013	0.3251	0.6013	0.7754
0.4204	8.5455	940	0.5993	0.3251	0.5993	0.7741
0.4204	8.5636	942	0.5993	0.3251	0.5993	0.7741
0.4204	8.5818	944	0.6010	0.3251	0.6010	0.7753
0.4204	8.6	946	0.5994	0.3251	0.5994	0.7742
0.4204	8.6182	948	0.5935	0.3251	0.5935	0.7704
0.4204	8.6364	950	0.5883	0.3251	0.5883	0.7670
0.4204	8.6545	952	0.5773	0.3251	0.5773	0.7598
0.4204	8.6727	954	0.5719	0.3708	0.5719	0.7563
0.4204	8.6909	956	0.5680	0.3708	0.5680	0.7537
0.4204	8.7091	958	0.5633	0.3708	0.5633	0.7506
0.4204	8.7273	960	0.5613	0.3708	0.5613	0.7492
0.4204	8.7455	962	0.5613	0.3708	0.5613	0.7492
0.4204	8.7636	964	0.5657	0.3251	0.5657	0.7521
0.4204	8.7818	966	0.5729	0.3251	0.5729	0.7569
0.4204	8.8	968	0.5771	0.3251	0.5771	0.7597
0.4204	8.8182	970	0.5751	0.3251	0.5751	0.7584
0.4204	8.8364	972	0.5703	0.3251	0.5703	0.7552
0.4204	8.8545	974	0.5655	0.3662	0.5655	0.7520
0.4204	8.8727	976	0.5638	0.3662	0.5638	0.7509
0.4204	8.8909	978	0.5650	0.3662	0.5650	0.7517
0.4204	8.9091	980	0.5635	0.3662	0.5635	0.7507
0.4204	8.9273	982	0.5635	0.3708	0.5635	0.7507
0.4204	8.9455	984	0.5627	0.3708	0.5627	0.7501
0.4204	8.9636	986	0.5630	0.3708	0.5630	0.7503
0.4204	8.9818	988	0.5641	0.3251	0.5641	0.7511
0.4204	9.0	990	0.5644	0.3251	0.5644	0.7513
0.4204	9.0182	992	0.5635	0.3251	0.5635	0.7507
0.4204	9.0364	994	0.5649	0.3251	0.5649	0.7516
0.4204	9.0545	996	0.5646	0.3251	0.5646	0.7514
0.4204	9.0727	998	0.5607	0.3251	0.5607	0.7488
0.0821	9.0909	1000	0.5578	0.3251	0.5578	0.7468
0.0821	9.1091	1002	0.5543	0.3708	0.5543	0.7445
0.0821	9.1273	1004	0.5522	0.3708	0.5522	0.7431
0.0821	9.1455	1006	0.5500	0.3708	0.5500	0.7417
0.0821	9.1636	1008	0.5455	0.3708	0.5455	0.7386
0.0821	9.1818	1010	0.5440	0.3708	0.5440	0.7375
0.0821	9.2	1012	0.5429	0.3708	0.5429	0.7368
0.0821	9.2182	1014	0.5423	0.3708	0.5423	0.7364
0.0821	9.2364	1016	0.5431	0.3708	0.5431	0.7370
0.0821	9.2545	1018	0.5450	0.3708	0.5450	0.7382
0.0821	9.2727	1020	0.5489	0.3708	0.5489	0.7409
0.0821	9.2909	1022	0.5522	0.3708	0.5522	0.7431
0.0821	9.3091	1024	0.5546	0.3708	0.5546	0.7447
0.0821	9.3273	1026	0.5558	0.3708	0.5558	0.7455
0.0821	9.3455	1028	0.5592	0.3708	0.5592	0.7478
0.0821	9.3636	1030	0.5613	0.3708	0.5613	0.7492
0.0821	9.3818	1032	0.5638	0.3708	0.5638	0.7509
0.0821	9.4	1034	0.5639	0.3708	0.5639	0.7509
0.0821	9.4182	1036	0.5659	0.3708	0.5659	0.7523
0.0821	9.4364	1038	0.5685	0.3708	0.5685	0.7540
0.0821	9.4545	1040	0.5732	0.3708	0.5732	0.7571
0.0821	9.4727	1042	0.5785	0.3708	0.5785	0.7606
0.0821	9.4909	1044	0.5830	0.3251	0.5830	0.7635
0.0821	9.5091	1046	0.5859	0.3251	0.5859	0.7654
0.0821	9.5273	1048	0.5871	0.3251	0.5871	0.7662
0.0821	9.5455	1050	0.5874	0.3251	0.5874	0.7664
0.0821	9.5636	1052	0.5879	0.3251	0.5879	0.7667
0.0821	9.5818	1054	0.5870	0.3251	0.5870	0.7662
0.0821	9.6	1056	0.5848	0.3251	0.5848	0.7648
0.0821	9.6182	1058	0.5847	0.3251	0.5847	0.7647
0.0821	9.6364	1060	0.5850	0.3251	0.5850	0.7648
0.0821	9.6545	1062	0.5847	0.3251	0.5847	0.7646
0.0821	9.6727	1064	0.5841	0.3251	0.5841	0.7643
0.0821	9.6909	1066	0.5823	0.3251	0.5823	0.7631
0.0821	9.7091	1068	0.5797	0.3251	0.5797	0.7614
0.0821	9.7273	1070	0.5774	0.3251	0.5774	0.7599
0.0821	9.7455	1072	0.5763	0.3251	0.5763	0.7591
0.0821	9.7636	1074	0.5753	0.3251	0.5753	0.7585
0.0821	9.7818	1076	0.5741	0.3251	0.5741	0.7577
0.0821	9.8	1078	0.5721	0.3251	0.5721	0.7564
0.0821	9.8182	1080	0.5704	0.3251	0.5704	0.7552
0.0821	9.8364	1082	0.5684	0.3251	0.5684	0.7539
0.0821	9.8545	1084	0.5667	0.3251	0.5667	0.7528
0.0821	9.8727	1086	0.5657	0.3251	0.5657	0.7521
0.0821	9.8909	1088	0.5653	0.3251	0.5653	0.7519
0.0821	9.9091	1090	0.5651	0.3251	0.5651	0.7517
0.0821	9.9273	1092	0.5648	0.3251	0.5648	0.7515
0.0821	9.9455	1094	0.5644	0.3251	0.5644	0.7513
0.0821	9.9636	1096	0.5642	0.3251	0.5642	0.7511
0.0821	9.9818	1098	0.5641	0.3251	0.5641	0.7511
0.0821	10.0	1100	0.5641	0.3251	0.5641	0.7510

Framework versions

Transformers 4.44.2
Pytorch 2.4.0+cu118
Datasets 2.21.0
Tokenizers 0.19.1

MayBashendy/Arabic_FineTuningAraBERT_AugV5_k15_task2_organization_fold0

Arabic_FineTuningAraBERT_AugV5_k15_task2_organization_fold0

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

MayBashendy/
Arabic_FineTuningAraBERT_AugV5_k15_task2_organization_fold0