Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0163	2	4.9261	-0.0658	4.9261	2.2195
No log	0.0325	4	3.0711	-0.1294	3.0711	1.7525
No log	0.0488	6	2.0632	-0.2222	2.0632	1.4364
No log	0.0650	8	1.1609	-0.1299	1.1609	1.0774
No log	0.0813	10	1.0828	0.0833	1.0828	1.0406
No log	0.0976	12	1.2581	0.0548	1.2581	1.1217
No log	0.1138	14	1.6730	0.1395	1.6730	1.2934
No log	0.1301	16	1.5655	0.1391	1.5655	1.2512
No log	0.1463	18	1.3102	0.0548	1.3102	1.1446
No log	0.1626	20	1.1128	0.0	1.1128	1.0549
No log	0.1789	22	1.0258	0.0	1.0258	1.0128
No log	0.1951	24	0.8824	0.0	0.8824	0.9394
No log	0.2114	26	0.9062	0.1667	0.9062	0.9519
No log	0.2276	28	1.1373	0.2025	1.1373	1.0664
No log	0.2439	30	0.7912	0.1905	0.7912	0.8895
No log	0.2602	32	0.6121	0.0656	0.6121	0.7823
No log	0.2764	34	0.5934	0.0656	0.5934	0.7703
No log	0.2927	36	0.5764	0.0	0.5764	0.7592
No log	0.3089	38	0.5864	0.1000	0.5864	0.7658
No log	0.3252	40	0.6548	0.2258	0.6548	0.8092
No log	0.3415	42	0.7877	0.1905	0.7877	0.8875
No log	0.3577	44	0.9984	0.1563	0.9984	0.9992
No log	0.3740	46	1.1547	0.1231	1.1547	1.0746
No log	0.3902	48	0.8995	0.1905	0.8995	0.9484
No log	0.4065	50	0.7506	0.0	0.7506	0.8664
No log	0.4228	52	0.7876	-0.0312	0.7876	0.8874
No log	0.4390	54	0.7488	0.2258	0.7488	0.8653
No log	0.4553	56	0.9750	0.1563	0.9750	0.9874
No log	0.4715	58	0.9550	0.1231	0.9550	0.9772
No log	0.4878	60	0.8099	0.1563	0.8099	0.8999
No log	0.5041	62	0.7950	0.1905	0.7950	0.8916
No log	0.5203	64	0.8654	0.1563	0.8654	0.9303
No log	0.5366	66	0.8756	0.1905	0.8756	0.9357
No log	0.5528	68	0.6761	0.4	0.6761	0.8222
No log	0.5691	70	0.5243	0.2909	0.5243	0.7241
No log	0.5854	72	0.5470	0.0816	0.5470	0.7396
No log	0.6016	74	0.5149	0.3571	0.5149	0.7176
No log	0.6179	76	0.8048	0.3607	0.8048	0.8971
No log	0.6341	78	1.2544	0.0548	1.2544	1.1200
No log	0.6504	80	1.3309	0.0548	1.3309	1.1536
No log	0.6667	82	1.0859	0.0	1.0859	1.0421
No log	0.6829	84	0.8321	0.2258	0.8321	0.9122
No log	0.6992	86	0.6281	0.1724	0.6281	0.7925
No log	0.7154	88	0.5541	0.2500	0.5541	0.7444
No log	0.7317	90	0.6001	0.0816	0.6001	0.7747
No log	0.7480	92	0.6260	0.0400	0.6260	0.7912
No log	0.7642	94	0.5792	0.2642	0.5792	0.7611
No log	0.7805	96	0.5728	0.1724	0.5728	0.7568
No log	0.7967	98	0.7484	0.4	0.7484	0.8651
No log	0.8130	100	1.0586	0.2025	1.0586	1.0289
No log	0.8293	102	1.1438	0.1628	1.1438	1.0695
No log	0.8455	104	1.0052	0.1231	1.0052	1.0026
No log	0.8618	106	0.7634	0.3226	0.7634	0.8737
No log	0.8780	108	0.6566	0.4	0.6566	0.8103
No log	0.8943	110	0.5996	0.3390	0.5996	0.7743
No log	0.9106	112	0.6125	0.4	0.6125	0.7826
No log	0.9268	114	0.6348	0.2623	0.6348	0.7967
No log	0.9431	116	0.6940	0.1905	0.6940	0.8331
No log	0.9593	118	0.8644	0.1563	0.8644	0.9297
No log	0.9756	120	1.0046	0.1563	1.0046	1.0023
No log	0.9919	122	0.9624	0.1231	0.9624	0.9810
No log	1.0081	124	0.9210	0.0	0.9210	0.9597
No log	1.0244	126	0.8405	0.1563	0.8405	0.9168
No log	1.0407	128	0.6989	0.2623	0.6989	0.8360
No log	1.0569	130	0.6758	0.2373	0.6758	0.8221
No log	1.0732	132	0.7251	0.2727	0.7251	0.8516
No log	1.0894	134	0.6510	0.2373	0.6510	0.8068
No log	1.1057	136	0.5855	0.1600	0.5855	0.7652
No log	1.1220	138	0.5662	0.2041	0.5662	0.7525
No log	1.1382	140	0.5377	0.1923	0.5377	0.7332
No log	1.1545	142	0.6998	0.2373	0.6998	0.8365
No log	1.1707	144	0.8138	0.2000	0.8138	0.9021
No log	1.1870	146	0.8567	0.3607	0.8567	0.9256
No log	1.2033	148	0.6622	0.2373	0.6622	0.8138
No log	1.2195	150	0.5854	0.1724	0.5854	0.7651
No log	1.2358	152	0.5431	0.1509	0.5431	0.7369
No log	1.2520	154	0.5393	0.1509	0.5393	0.7344
No log	1.2683	156	0.5728	0.1724	0.5728	0.7569
No log	1.2846	158	0.6425	0.1724	0.6425	0.8016
No log	1.3008	160	0.6260	0.1724	0.6260	0.7912
No log	1.3171	162	0.5737	0.2500	0.5737	0.7574
No log	1.3333	164	0.5406	0.1176	0.5406	0.7352
No log	1.3496	166	0.5473	0.1923	0.5473	0.7398
No log	1.3659	168	0.5959	0.1724	0.5959	0.7720
No log	1.3821	170	0.6583	0.1724	0.6583	0.8114
No log	1.3984	172	0.6280	0.1724	0.6280	0.7925
No log	1.4146	174	0.6342	0.2857	0.6342	0.7963
No log	1.4309	176	0.5662	0.3824	0.5662	0.7524
No log	1.4472	178	0.5966	0.4167	0.5966	0.7724
No log	1.4634	180	0.6170	0.4706	0.6170	0.7855
No log	1.4797	182	0.6036	0.2817	0.6036	0.7769
No log	1.4959	184	0.6722	0.3684	0.6722	0.8199
No log	1.5122	186	0.6031	0.2286	0.6031	0.7766
No log	1.5285	188	0.5608	0.1905	0.5608	0.7488
No log	1.5447	190	0.6575	0.2817	0.6575	0.8109
No log	1.5610	192	0.8391	0.3250	0.8391	0.9160
No log	1.5772	194	0.9497	0.3864	0.9497	0.9745
No log	1.5935	196	0.8631	0.4324	0.8631	0.9290
No log	1.6098	198	0.6605	0.25	0.6605	0.8127
No log	1.6260	200	0.5845	0.1905	0.5845	0.7645
No log	1.6423	202	0.5918	0.1905	0.5918	0.7693
No log	1.6585	204	0.6034	0.1905	0.6034	0.7768
No log	1.6748	206	0.7244	0.3684	0.7244	0.8511
No log	1.6911	208	0.8693	0.2857	0.8693	0.9324
No log	1.7073	210	0.7088	0.2192	0.7088	0.8419
No log	1.7236	212	0.6342	0.1356	0.6342	0.7964
No log	1.7398	214	0.6122	0.2258	0.6122	0.7825
No log	1.7561	216	0.6405	0.1562	0.6405	0.8003
No log	1.7724	218	0.8711	0.2500	0.8711	0.9333
No log	1.7886	220	0.8757	0.1687	0.8757	0.9358
No log	1.8049	222	0.7032	0.1493	0.7032	0.8386
No log	1.8211	224	0.7929	0.3014	0.7929	0.8904
No log	1.8374	226	0.8405	0.3014	0.8405	0.9168
No log	1.8537	228	0.8309	0.3014	0.8309	0.9115
No log	1.8699	230	0.7873	0.24	0.7873	0.8873
No log	1.8862	232	0.7838	0.2286	0.7838	0.8853
No log	1.9024	234	0.8067	0.2143	0.8067	0.8982
No log	1.9187	236	0.8461	0.4286	0.8461	0.9198
No log	1.9350	238	0.7527	0.2703	0.7527	0.8676
No log	1.9512	240	0.6664	0.2597	0.6664	0.8163
No log	1.9675	242	0.6783	0.1892	0.6783	0.8236
No log	1.9837	244	0.6264	0.2785	0.6264	0.7915
No log	2.0	246	0.7256	0.4167	0.7256	0.8518
No log	2.0163	248	0.8350	0.3514	0.8350	0.9138
No log	2.0325	250	0.7178	0.4167	0.7178	0.8472
No log	2.0488	252	0.5912	0.2895	0.5912	0.7689
No log	2.0650	254	0.6200	0.2597	0.6200	0.7874
No log	2.0813	256	0.6317	0.2105	0.6317	0.7948
No log	2.0976	258	0.6594	0.24	0.6594	0.8120
No log	2.1138	260	0.9108	0.3226	0.9108	0.9544
No log	2.1301	262	1.1895	0.1553	1.1895	1.0906
No log	2.1463	264	1.1280	0.2105	1.1280	1.0621
No log	2.1626	266	0.8478	0.3704	0.8478	0.9208
No log	2.1789	268	0.5804	0.2727	0.5804	0.7619
No log	2.1951	270	0.5446	0.1972	0.5446	0.7380
No log	2.2114	272	0.5314	0.2192	0.5314	0.7290
No log	2.2276	274	0.5576	0.3793	0.5576	0.7467
No log	2.2439	276	0.7134	0.4	0.7134	0.8446
No log	2.2602	278	0.7780	0.3514	0.7780	0.8820
No log	2.2764	280	0.6879	0.4000	0.6879	0.8294
No log	2.2927	282	0.7046	0.3077	0.7046	0.8394
No log	2.3089	284	0.7529	0.2105	0.7529	0.8677
No log	2.3252	286	0.8189	0.2410	0.8189	0.9049
No log	2.3415	288	0.8520	0.2410	0.8520	0.9230
No log	2.3577	290	0.8699	0.2105	0.8699	0.9327
No log	2.3740	292	1.0072	0.2826	1.0072	1.0036
No log	2.3902	294	0.9494	0.2826	0.9494	0.9744
No log	2.4065	296	0.8591	0.2000	0.8591	0.9269
No log	2.4228	298	0.7897	0.2000	0.7897	0.8886
No log	2.4390	300	0.7565	0.24	0.7565	0.8698
No log	2.4553	302	0.7045	0.24	0.7045	0.8394
No log	2.4715	304	0.7120	0.25	0.7120	0.8438
No log	2.4878	306	0.7839	0.1316	0.7839	0.8854
No log	2.5041	308	0.7931	0.1818	0.7931	0.8906
No log	2.5203	310	0.7358	0.25	0.7358	0.8578
No log	2.5366	312	0.6963	0.1892	0.6963	0.8344
No log	2.5528	314	0.7379	0.1687	0.7379	0.8590
No log	2.5691	316	0.8051	0.2667	0.8051	0.8973
No log	2.5854	318	0.8220	0.2418	0.8220	0.9066
No log	2.6016	320	0.8194	0.3226	0.8194	0.9052
No log	2.6179	322	0.8375	0.3182	0.8375	0.9152
No log	2.6341	324	0.8054	0.3182	0.8054	0.8974
No log	2.6504	326	0.8538	0.3182	0.8538	0.9240
No log	2.6667	328	0.9454	0.4	0.9454	0.9723
No log	2.6829	330	0.9645	0.4000	0.9645	0.9821
No log	2.6992	332	0.8010	0.3704	0.8010	0.8950
No log	2.7154	334	0.6796	0.2308	0.6796	0.8244
No log	2.7317	336	0.7174	0.1892	0.7174	0.8470
No log	2.7480	338	0.7408	0.24	0.7408	0.8607
No log	2.7642	340	0.8070	0.2667	0.8070	0.8983
No log	2.7805	342	0.9300	0.2500	0.9300	0.9643
No log	2.7967	344	0.9846	0.2887	0.9846	0.9923
No log	2.8130	346	0.9108	0.2887	0.9108	0.9543
No log	2.8293	348	0.7880	0.2588	0.7880	0.8877
No log	2.8455	350	0.7671	0.4304	0.7671	0.8758
No log	2.8618	352	0.7319	0.3415	0.7319	0.8555
No log	2.8780	354	0.7366	0.3023	0.7366	0.8582
No log	2.8943	356	0.8767	0.4737	0.8767	0.9363
No log	2.9106	358	1.1547	0.2810	1.1547	1.0746
No log	2.9268	360	1.2017	0.2439	1.2017	1.0962
No log	2.9431	362	0.9688	0.4103	0.9688	0.9843
No log	2.9593	364	0.6436	0.4706	0.6436	0.8022
No log	2.9756	366	0.5481	0.3014	0.5481	0.7403
No log	2.9919	368	0.5682	0.3250	0.5682	0.7538
No log	3.0081	370	0.6541	0.3596	0.6541	0.8088
No log	3.0244	372	0.8636	0.3774	0.8636	0.9293
No log	3.0407	374	0.9667	0.4000	0.9667	0.9832
No log	3.0569	376	0.9404	0.3883	0.9404	0.9697
No log	3.0732	378	0.7581	0.3333	0.7581	0.8707
No log	3.0894	380	0.6799	0.2759	0.6799	0.8246
No log	3.1057	382	0.6726	0.2759	0.6726	0.8201
No log	3.1220	384	0.6773	0.3077	0.6773	0.8230
No log	3.1382	386	0.7354	0.3077	0.7354	0.8576
No log	3.1545	388	0.8131	0.3182	0.8131	0.9017
No log	3.1707	390	0.9010	0.2500	0.9010	0.9492
No log	3.1870	392	0.9647	0.2826	0.9647	0.9822
No log	3.2033	394	0.9477	0.2826	0.9477	0.9735
No log	3.2195	396	0.8956	0.2826	0.8956	0.9464
No log	3.2358	398	0.8515	0.2826	0.8515	0.9228
No log	3.2520	400	0.8309	0.2826	0.8309	0.9115
No log	3.2683	402	0.8362	0.2887	0.8362	0.9145
No log	3.2846	404	0.8519	0.2979	0.8519	0.9230
No log	3.3008	406	0.8186	0.3368	0.8186	0.9048
No log	3.3171	408	0.7486	0.3855	0.7486	0.8652
No log	3.3333	410	0.7432	0.3855	0.7432	0.8621
No log	3.3496	412	0.8086	0.3704	0.8086	0.8992
No log	3.3659	414	0.8251	0.3704	0.8251	0.9084
No log	3.3821	416	0.7536	0.3721	0.7536	0.8681
No log	3.3984	418	0.7799	0.3721	0.7799	0.8831
No log	3.4146	420	0.8153	0.3721	0.8153	0.9029
No log	3.4309	422	0.8702	0.3226	0.8702	0.9328
No log	3.4472	424	0.8389	0.3721	0.8389	0.9159
No log	3.4634	426	0.8525	0.3294	0.8525	0.9233
No log	3.4797	428	0.8370	0.2857	0.8370	0.9149
No log	3.4959	430	0.9352	0.3762	0.9352	0.9671
No log	3.5122	432	0.9812	0.3762	0.9812	0.9906
No log	3.5285	434	0.8939	0.3226	0.8939	0.9455
No log	3.5447	436	0.7931	0.3294	0.7931	0.8906
No log	3.5610	438	0.8050	0.3721	0.8050	0.8972
No log	3.5772	440	0.7421	0.3294	0.7421	0.8615
No log	3.5935	442	0.6832	0.3077	0.6832	0.8266
No log	3.6098	444	0.7061	0.3544	0.7061	0.8403
No log	3.6260	446	0.7954	0.4167	0.7954	0.8919
No log	3.6423	448	0.8171	0.4167	0.8171	0.9039
No log	3.6585	450	0.8327	0.3721	0.8327	0.9125
No log	3.6748	452	0.8887	0.3864	0.8887	0.9427
No log	3.6911	454	0.8265	0.3864	0.8265	0.9091
No log	3.7073	456	0.6982	0.4419	0.6982	0.8356
No log	3.7236	458	0.6654	0.4304	0.6654	0.8157
No log	3.7398	460	0.7023	0.4	0.7023	0.8380
No log	3.7561	462	0.6452	0.4324	0.6452	0.8032
No log	3.7724	464	0.6326	0.25	0.6326	0.7954
No log	3.7886	466	0.7327	0.3077	0.7327	0.8560
No log	3.8049	468	0.7975	0.3077	0.7975	0.8930
No log	3.8211	470	0.7596	0.3077	0.7596	0.8715
No log	3.8374	472	0.6475	0.0656	0.6475	0.8047
No log	3.8537	474	0.5812	0.2258	0.5812	0.7624
No log	3.8699	476	0.5579	0.3333	0.5579	0.7469
No log	3.8862	478	0.5419	0.2041	0.5419	0.7361
No log	3.9024	480	0.5465	0.1356	0.5465	0.7392
No log	3.9187	482	0.5856	0.1290	0.5856	0.7652
No log	3.9350	484	0.6774	0.3077	0.6774	0.8230
No log	3.9512	486	0.6625	0.3077	0.6625	0.8140
No log	3.9675	488	0.6267	0.2059	0.6267	0.7917
No log	3.9837	490	0.6003	0.2683	0.6003	0.7748
No log	4.0	492	0.5918	0.2963	0.5918	0.7693
No log	4.0163	494	0.6166	0.24	0.6166	0.7852
No log	4.0325	496	0.6071	0.1429	0.6071	0.7792
No log	4.0488	498	0.6635	0.2817	0.6635	0.8146
0.4841	4.0650	500	0.7685	0.3014	0.7685	0.8766
0.4841	4.0813	502	0.8767	0.3448	0.8767	0.9363
0.4841	4.0976	504	0.7741	0.3014	0.7741	0.8798
0.4841	4.1138	506	0.6721	0.3736	0.6721	0.8198
0.4841	4.1301	508	0.6299	0.2921	0.6299	0.7936
0.4841	4.1463	510	0.6530	0.3736	0.6530	0.8081
0.4841	4.1626	512	0.7419	0.3871	0.7419	0.8613
0.4841	4.1789	514	0.8416	0.4000	0.8416	0.9174
0.4841	4.1951	516	0.8295	0.4000	0.8295	0.9108
0.4841	4.2114	518	0.7368	0.3871	0.7368	0.8584
0.4841	4.2276	520	0.6217	0.4375	0.6217	0.7885
0.4841	4.2439	522	0.5872	0.4000	0.5872	0.7663
0.4841	4.2602	524	0.5747	0.4000	0.5747	0.7581
0.4841	4.2764	526	0.6204	0.3736	0.6204	0.7877
0.4841	4.2927	528	0.6656	0.3478	0.6656	0.8159
0.4841	4.3089	530	0.6520	0.3736	0.6520	0.8075
0.4841	4.3252	532	0.6079	0.3736	0.6079	0.7797
0.4841	4.3415	534	0.5894	0.4578	0.5894	0.7677
0.4841	4.3577	536	0.6247	0.475	0.6247	0.7904
0.4841	4.3740	538	0.6278	0.4878	0.6278	0.7923
0.4841	4.3902	540	0.6376	0.2759	0.6376	0.7985
0.4841	4.4065	542	0.6417	0.4286	0.6417	0.8011
0.4841	4.4228	544	0.6407	0.4286	0.6407	0.8005
0.4841	4.4390	546	0.6253	0.2683	0.6253	0.7908
0.4841	4.4553	548	0.6249	0.3855	0.6249	0.7905
0.4841	4.4715	550	0.6393	0.3736	0.6393	0.7996
0.4841	4.4878	552	0.6458	0.3736	0.6458	0.8036
0.4841	4.5041	554	0.6225	0.3736	0.6225	0.7890
0.4841	4.5203	556	0.5947	0.2222	0.5947	0.7712
0.4841	4.5366	558	0.6244	0.3684	0.6244	0.7902
0.4841	4.5528	560	0.6343	0.3684	0.6343	0.7964
0.4841	4.5691	562	0.6469	0.2222	0.6469	0.8043
0.4841	4.5854	564	0.6857	0.3571	0.6857	0.8281
0.4841	4.6016	566	0.7002	0.2963	0.7002	0.8368
0.4841	4.6179	568	0.6436	0.2963	0.6436	0.8022
0.4841	4.6341	570	0.5800	0.2609	0.5800	0.7616
0.4841	4.6504	572	0.5892	0.3438	0.5892	0.7676
0.4841	4.6667	574	0.6431	0.3478	0.6431	0.8020
0.4841	4.6829	576	0.6641	0.3478	0.6641	0.8149
0.4841	4.6992	578	0.6559	0.3438	0.6559	0.8099
0.4841	4.7154	580	0.7186	0.1628	0.7186	0.8477
0.4841	4.7317	582	0.7848	0.0964	0.7848	0.8859
0.4841	4.7480	584	0.8280	0.1266	0.8280	0.9100
0.4841	4.7642	586	0.8219	0.1266	0.8219	0.9066
0.4841	4.7805	588	0.7320	0.1951	0.7320	0.8556
0.4841	4.7967	590	0.6551	0.1538	0.6551	0.8094
0.4841	4.8130	592	0.6448	0.1972	0.6448	0.8030
0.4841	4.8293	594	0.6507	0.1538	0.6507	0.8067
0.4841	4.8455	596	0.7027	0.1600	0.7027	0.8383
0.4841	4.8618	598	0.8330	0.2500	0.8330	0.9127
0.4841	4.8780	600	1.0174	0.2683	1.0174	1.0087
0.4841	4.8943	602	1.0136	0.2683	1.0136	1.0068
0.4841	4.9106	604	0.8689	0.2500	0.8689	0.9321
0.4841	4.9268	606	0.7297	0.1750	0.7297	0.8542
0.4841	4.9431	608	0.6795	0.25	0.6795	0.8243
0.4841	4.9593	610	0.6505	0.25	0.6505	0.8065
0.4841	4.9756	612	0.6416	0.25	0.6416	0.8010
0.4841	4.9919	614	0.6548	0.2500	0.6548	0.8092
0.4841	5.0081	616	0.6174	0.2588	0.6174	0.7858
0.4841	5.0244	618	0.5998	0.2963	0.5998	0.7745
0.4841	5.0407	620	0.6097	0.3836	0.6097	0.7808
0.4841	5.0569	622	0.6316	0.25	0.6316	0.7947
0.4841	5.0732	624	0.6685	0.25	0.6685	0.8176
0.4841	5.0894	626	0.7136	0.2887	0.7136	0.8448
0.4841	5.1057	628	0.7793	0.4242	0.7793	0.8828
0.4841	5.1220	630	0.8189	0.4242	0.8189	0.9049
0.4841	5.1382	632	0.7898	0.4242	0.7898	0.8887
0.4841	5.1545	634	0.7446	0.4242	0.7446	0.8629
0.4841	5.1707	636	0.6848	0.2667	0.6848	0.8275
0.4841	5.1870	638	0.6829	0.2683	0.6829	0.8264
0.4841	5.2033	640	0.6827	0.2683	0.6827	0.8262
0.4841	5.2195	642	0.6963	0.3133	0.6963	0.8344
0.4841	5.2358	644	0.7241	0.2887	0.7241	0.8509
0.4841	5.2520	646	0.7732	0.2826	0.7732	0.8793
0.4841	5.2683	648	0.7940	0.3226	0.7940	0.8911
0.4841	5.2846	650	0.7914	0.3226	0.7914	0.8896
0.4841	5.3008	652	0.8062	0.3226	0.8062	0.8979
0.4841	5.3171	654	0.7912	0.3226	0.7912	0.8895
0.4841	5.3333	656	0.7402	0.2826	0.7402	0.8604
0.4841	5.3496	658	0.7487	0.2826	0.7487	0.8653
0.4841	5.3659	660	0.7556	0.3226	0.7556	0.8693
0.4841	5.3821	662	0.7824	0.3226	0.7824	0.8845
0.4841	5.3984	664	0.7935	0.3182	0.7935	0.8908
0.4841	5.4146	666	0.8714	0.2410	0.8714	0.9335
0.4841	5.4309	668	0.9026	0.2410	0.9026	0.9501
0.4841	5.4472	670	0.8446	0.3226	0.8446	0.9190
0.4841	5.4634	672	0.7517	0.2826	0.7517	0.8670
0.4841	5.4797	674	0.7244	0.2857	0.7244	0.8511
0.4841	5.4959	676	0.7415	0.2857	0.7415	0.8611
0.4841	5.5122	678	0.7778	0.2826	0.7778	0.8819
0.4841	5.5285	680	0.8236	0.3226	0.8236	0.9075
0.4841	5.5447	682	0.8038	0.2826	0.8038	0.8966
0.4841	5.5610	684	0.7750	0.2887	0.7750	0.8803
0.4841	5.5772	686	0.7766	0.2667	0.7766	0.8812
0.4841	5.5935	688	0.8229	0.3226	0.8229	0.9072
0.4841	5.6098	690	0.9619	0.3736	0.9619	0.9808
0.4841	5.6260	692	1.0945	0.2921	1.0945	1.0462
0.4841	5.6423	694	1.1545	0.2921	1.1545	1.0745
0.4841	5.6585	696	1.1010	0.2921	1.1010	1.0493
0.4841	5.6748	698	0.9452	0.3721	0.9452	0.9722
0.4841	5.6911	700	0.8154	0.4138	0.8154	0.9030
0.4841	5.7073	702	0.7357	0.3023	0.7357	0.8577
0.4841	5.7236	704	0.7213	0.4138	0.7213	0.8493
0.4841	5.7398	706	0.6989	0.3023	0.6989	0.8360
0.4841	5.7561	708	0.7205	0.4138	0.7205	0.8488
0.4841	5.7724	710	0.7573	0.4545	0.7573	0.8702
0.4841	5.7886	712	0.8051	0.4545	0.8051	0.8973
0.4841	5.8049	714	0.8711	0.4632	0.8711	0.9333
0.4841	5.8211	716	0.9133	0.4632	0.9133	0.9557
0.4841	5.8374	718	0.9288	0.4600	0.9288	0.9638
0.4841	5.8537	720	0.9269	0.4600	0.9269	0.9628
0.4841	5.8699	722	0.8933	0.4242	0.8933	0.9451
0.4841	5.8862	724	0.8509	0.4242	0.8509	0.9224
0.4841	5.9024	726	0.8068	0.4130	0.8068	0.8982
0.4841	5.9187	728	0.7635	0.3077	0.7635	0.8738
0.4841	5.9350	730	0.7588	0.3077	0.7588	0.8711
0.4841	5.9512	732	0.7853	0.4516	0.7853	0.8862
0.4841	5.9675	734	0.7980	0.4356	0.7980	0.8933
0.4841	5.9837	736	0.8075	0.4375	0.8075	0.8986
0.4841	6.0	738	0.7915	0.4600	0.7915	0.8897
0.4841	6.0163	740	0.7853	0.4242	0.7853	0.8862
0.4841	6.0325	742	0.8043	0.4242	0.8043	0.8968
0.4841	6.0488	744	0.8346	0.4242	0.8346	0.9136
0.4841	6.0650	746	0.9246	0.4242	0.9246	0.9616
0.4841	6.0813	748	0.9766	0.4632	0.9766	0.9882
0.4841	6.0976	750	0.9817	0.4255	0.9817	0.9908
0.4841	6.1138	752	0.9629	0.4255	0.9629	0.9813
0.4841	6.1301	754	0.9779	0.4255	0.9779	0.9889
0.4841	6.1463	756	0.9997	0.4632	0.9997	0.9998
0.4841	6.1626	758	0.9845	0.4632	0.9845	0.9922
0.4841	6.1789	760	0.9263	0.4632	0.9263	0.9625
0.4841	6.1951	762	0.8116	0.4632	0.8116	0.9009
0.4841	6.2114	764	0.7122	0.2667	0.7122	0.8439
0.4841	6.2276	766	0.6694	0.2222	0.6694	0.8182
0.4841	6.2439	768	0.6549	0.2222	0.6549	0.8093
0.4841	6.2602	770	0.6554	0.2105	0.6554	0.8095
0.4841	6.2764	772	0.6758	0.2308	0.6758	0.8221
0.4841	6.2927	774	0.6807	0.2308	0.6807	0.8250
0.4841	6.3089	776	0.7191	0.4146	0.7191	0.8480
0.4841	6.3252	778	0.7575	0.3544	0.7575	0.8703
0.4841	6.3415	780	0.7501	0.4146	0.7501	0.8661
0.4841	6.3577	782	0.7279	0.2667	0.7279	0.8532
0.4841	6.3740	784	0.7209	0.1951	0.7209	0.8491
0.4841	6.3902	786	0.7227	0.2222	0.7227	0.8501
0.4841	6.4065	788	0.7334	0.2222	0.7334	0.8564
0.4841	6.4228	790	0.7433	0.2247	0.7433	0.8621
0.4841	6.4390	792	0.7701	0.2667	0.7701	0.8775
0.4841	6.4553	794	0.8230	0.3226	0.8230	0.9072
0.4841	6.4715	796	0.9087	0.3721	0.9088	0.9533
0.4841	6.4878	798	0.9284	0.3721	0.9284	0.9636
0.4841	6.5041	800	0.9164	0.3721	0.9164	0.9573
0.4841	6.5203	802	0.8615	0.3855	0.8615	0.9282
0.4841	6.5366	804	0.7979	0.3448	0.7979	0.8933
0.4841	6.5528	806	0.7498	0.2667	0.7498	0.8659
0.4841	6.5691	808	0.7219	0.2667	0.7219	0.8496
0.4841	6.5854	810	0.7140	0.2667	0.7140	0.8450
0.4841	6.6016	812	0.7565	0.4545	0.7565	0.8698
0.4841	6.6179	814	0.8440	0.3544	0.8440	0.9187
0.4841	6.6341	816	0.8797	0.3544	0.8797	0.9379
0.4841	6.6504	818	0.8511	0.3544	0.8511	0.9226
0.4841	6.6667	820	0.8057	0.4545	0.8057	0.8976
0.4841	6.6829	822	0.7773	0.4516	0.7773	0.8817
0.4841	6.6992	824	0.7562	0.3077	0.7562	0.8696
0.4841	6.7154	826	0.7398	0.2667	0.7398	0.8601
0.4841	6.7317	828	0.7291	0.2667	0.7291	0.8539
0.4841	6.7480	830	0.7108	0.2667	0.7108	0.8431
0.4841	6.7642	832	0.6968	0.2667	0.6968	0.8347
0.4841	6.7805	834	0.6936	0.2667	0.6936	0.8328
0.4841	6.7967	836	0.7003	0.2667	0.7003	0.8368
0.4841	6.8130	838	0.7203	0.2667	0.7203	0.8487
0.4841	6.8293	840	0.7362	0.2667	0.7362	0.8580
0.4841	6.8455	842	0.7288	0.2667	0.7288	0.8537
0.4841	6.8618	844	0.7370	0.2667	0.7370	0.8585
0.4841	6.8780	846	0.7405	0.2667	0.7405	0.8605
0.4841	6.8943	848	0.7480	0.2667	0.7480	0.8649
0.4841	6.9106	850	0.7713	0.2667	0.7713	0.8782
0.4841	6.9268	852	0.8023	0.3077	0.8023	0.8957
0.4841	6.9431	854	0.8129	0.4130	0.8129	0.9016
0.4841	6.9593	856	0.7768	0.3077	0.7768	0.8813
0.4841	6.9756	858	0.7521	0.2667	0.7521	0.8673
0.4841	6.9919	860	0.7311	0.2667	0.7311	0.8551
0.4841	7.0081	862	0.7255	0.2667	0.7255	0.8518
0.4841	7.0244	864	0.7316	0.2667	0.7316	0.8553
0.4841	7.0407	866	0.7487	0.4130	0.7487	0.8653
0.4841	7.0569	868	0.7673	0.4130	0.7673	0.8760
0.4841	7.0732	870	0.7669	0.3077	0.7669	0.8757
0.4841	7.0894	872	0.7913	0.4130	0.7913	0.8896
0.4841	7.1057	874	0.8466	0.4130	0.8466	0.9201
0.4841	7.1220	876	0.9068	0.3864	0.9068	0.9522
0.4841	7.1382	878	0.9332	0.3571	0.9332	0.9660
0.4841	7.1545	880	0.9813	0.3721	0.9813	0.9906
0.4841	7.1707	882	0.9835	0.3871	0.9835	0.9917
0.4841	7.1870	884	0.9554	0.3544	0.9554	0.9775
0.4841	7.2033	886	0.9383	0.3544	0.9383	0.9687
0.4841	7.2195	888	0.8775	0.3544	0.8775	0.9368
0.4841	7.2358	890	0.8068	0.3855	0.8068	0.8982
0.4841	7.2520	892	0.7220	0.4130	0.7220	0.8497
0.4841	7.2683	894	0.6840	0.2410	0.6840	0.8270
0.4841	7.2846	896	0.6694	0.2410	0.6694	0.8182
0.4841	7.3008	898	0.6714	0.2667	0.6714	0.8194
0.4841	7.3171	900	0.6945	0.4130	0.6945	0.8334
0.4841	7.3333	902	0.7155	0.4516	0.7155	0.8459
0.4841	7.3496	904	0.7218	0.4545	0.7218	0.8496
0.4841	7.3659	906	0.7424	0.4545	0.7424	0.8616
0.4841	7.3821	908	0.7370	0.4545	0.7370	0.8585
0.4841	7.3984	910	0.7238	0.4130	0.7238	0.8507
0.4841	7.4146	912	0.7092	0.3077	0.7092	0.8421
0.4841	7.4309	914	0.6997	0.2667	0.6997	0.8365
0.4841	7.4472	916	0.6986	0.2667	0.6986	0.8358
0.4841	7.4634	918	0.7091	0.2667	0.7091	0.8421
0.4841	7.4797	920	0.7218	0.2667	0.7218	0.8496
0.4841	7.4959	922	0.7352	0.2667	0.7352	0.8574
0.4841	7.5122	924	0.7444	0.3736	0.7444	0.8628
0.4841	7.5285	926	0.7372	0.2667	0.7372	0.8586
0.4841	7.5447	928	0.7289	0.2667	0.7289	0.8538
0.4841	7.5610	930	0.7045	0.2667	0.7045	0.8393
0.4841	7.5772	932	0.6834	0.2979	0.6834	0.8267
0.4841	7.5935	934	0.6675	0.3023	0.6675	0.8170
0.4841	7.6098	936	0.6633	0.2785	0.6633	0.8144
0.4841	7.6260	938	0.6661	0.3377	0.6661	0.8161
0.4841	7.6423	940	0.6591	0.3077	0.6591	0.8118
0.4841	7.6585	942	0.6568	0.3077	0.6568	0.8104
0.4841	7.6748	944	0.6461	0.2785	0.6461	0.8038
0.4841	7.6911	946	0.6382	0.3415	0.6382	0.7989
0.4841	7.7073	948	0.6483	0.3736	0.6483	0.8051
0.4841	7.7236	950	0.6803	0.4138	0.6803	0.8248
0.4841	7.7398	952	0.6982	0.4138	0.6982	0.8356
0.4841	7.7561	954	0.6916	0.4130	0.6916	0.8316
0.4841	7.7724	956	0.6720	0.2667	0.6720	0.8198
0.4841	7.7886	958	0.6714	0.2667	0.6714	0.8194
0.4841	7.8049	960	0.6792	0.2667	0.6792	0.8241
0.4841	7.8211	962	0.6867	0.2667	0.6867	0.8287
0.4841	7.8374	964	0.6949	0.2667	0.6949	0.8336
0.4841	7.8537	966	0.6975	0.2667	0.6975	0.8352
0.4841	7.8699	968	0.6896	0.2667	0.6896	0.8304
0.4841	7.8862	970	0.6799	0.2667	0.6799	0.8245
0.4841	7.9024	972	0.6703	0.2921	0.6703	0.8187
0.4841	7.9187	974	0.6647	0.2667	0.6647	0.8153
0.4841	7.9350	976	0.6616	0.2667	0.6616	0.8134
0.4841	7.9512	978	0.6692	0.2667	0.6692	0.8180
0.4841	7.9675	980	0.6899	0.4138	0.6899	0.8306
0.4841	7.9837	982	0.6932	0.4146	0.6932	0.8326
0.4841	8.0	984	0.7025	0.4146	0.7025	0.8381
0.4841	8.0163	986	0.6985	0.4146	0.6985	0.8358
0.4841	8.0325	988	0.6817	0.3023	0.6817	0.8257
0.4841	8.0488	990	0.6825	0.2588	0.6825	0.8261
0.4841	8.0650	992	0.6754	0.2588	0.6754	0.8219
0.4841	8.0813	994	0.6787	0.2588	0.6787	0.8238
0.4841	8.0976	996	0.6744	0.2588	0.6744	0.8212
0.4841	8.1138	998	0.6656	0.2667	0.6656	0.8159
0.0846	8.1301	1000	0.6679	0.2588	0.6679	0.8173
0.0846	8.1463	1002	0.6759	0.2588	0.6759	0.8221
0.0846	8.1626	1004	0.6824	0.2759	0.6824	0.8261
0.0846	8.1789	1006	0.6878	0.1951	0.6878	0.8294
0.0846	8.1951	1008	0.6974	0.2069	0.6974	0.8351
0.0846	8.2114	1010	0.7083	0.1951	0.7083	0.8416
0.0846	8.2276	1012	0.7208	0.2410	0.7208	0.8490
0.0846	8.2439	1014	0.7199	0.3571	0.7199	0.8485
0.0846	8.2602	1016	0.6992	0.2410	0.6992	0.8362
0.0846	8.2764	1018	0.6668	0.1600	0.6668	0.8166
0.0846	8.2927	1020	0.6478	0.2500	0.6478	0.8049
0.0846	8.3089	1022	0.6397	0.2500	0.6397	0.7998
0.0846	8.3252	1024	0.6414	0.2588	0.6414	0.8009
0.0846	8.3415	1026	0.6540	0.2667	0.6540	0.8087
0.0846	8.3577	1028	0.6611	0.2667	0.6611	0.8131
0.0846	8.3740	1030	0.6590	0.2667	0.6590	0.8118
0.0846	8.3902	1032	0.6482	0.2667	0.6482	0.8051
0.0846	8.4065	1034	0.6445	0.2667	0.6445	0.8028
0.0846	8.4228	1036	0.6511	0.2667	0.6511	0.8069
0.0846	8.4390	1038	0.6576	0.2667	0.6576	0.8109
0.0846	8.4553	1040	0.6701	0.2667	0.6701	0.8186
0.0846	8.4715	1042	0.6722	0.2667	0.6722	0.8199
0.0846	8.4878	1044	0.6688	0.2667	0.6688	0.8178
0.0846	8.5041	1046	0.6636	0.2667	0.6636	0.8146
0.0846	8.5203	1048	0.6608	0.3736	0.6608	0.8129
0.0846	8.5366	1050	0.6604	0.3736	0.6604	0.8126
0.0846	8.5528	1052	0.6482	0.2667	0.6482	0.8051
0.0846	8.5691	1054	0.6312	0.2667	0.6312	0.7945
0.0846	8.5854	1056	0.6216	0.2667	0.6216	0.7884
0.0846	8.6016	1058	0.6220	0.2667	0.6220	0.7887
0.0846	8.6179	1060	0.6249	0.2667	0.6249	0.7905
0.0846	8.6341	1062	0.6266	0.2667	0.6266	0.7916
0.0846	8.6504	1064	0.6306	0.3736	0.6306	0.7941
0.0846	8.6667	1066	0.6358	0.3721	0.6358	0.7974
0.0846	8.6829	1068	0.6496	0.4138	0.6496	0.8060
0.0846	8.6992	1070	0.6612	0.4545	0.6612	0.8131
0.0846	8.7154	1072	0.6730	0.4545	0.6730	0.8203
0.0846	8.7317	1074	0.6858	0.4545	0.6858	0.8282
0.0846	8.7480	1076	0.6942	0.4545	0.6942	0.8332
0.0846	8.7642	1078	0.6927	0.4545	0.6927	0.8323
0.0846	8.7805	1080	0.6782	0.4545	0.6782	0.8235
0.0846	8.7967	1082	0.6624	0.4130	0.6624	0.8139
0.0846	8.8130	1084	0.6493	0.3736	0.6493	0.8058
0.0846	8.8293	1086	0.6397	0.3736	0.6397	0.7998
0.0846	8.8455	1088	0.6384	0.3736	0.6384	0.7990
0.0846	8.8618	1090	0.6428	0.3736	0.6428	0.8017
0.0846	8.8780	1092	0.6439	0.3736	0.6439	0.8024
0.0846	8.8943	1094	0.6458	0.3736	0.6458	0.8036
0.0846	8.9106	1096	0.6413	0.3736	0.6413	0.8008
0.0846	8.9268	1098	0.6331	0.3736	0.6331	0.7957
0.0846	8.9431	1100	0.6248	0.3736	0.6248	0.7905
0.0846	8.9593	1102	0.6281	0.3736	0.6281	0.7926
0.0846	8.9756	1104	0.6391	0.3736	0.6391	0.7994
0.0846	8.9919	1106	0.6536	0.4130	0.6536	0.8085
0.0846	9.0081	1108	0.6675	0.4516	0.6675	0.8170
0.0846	9.0244	1110	0.6777	0.4516	0.6777	0.8232
0.0846	9.0407	1112	0.6935	0.4545	0.6935	0.8328
0.0846	9.0569	1114	0.6981	0.4545	0.6981	0.8355
0.0846	9.0732	1116	0.6949	0.4545	0.6949	0.8336
0.0846	9.0894	1118	0.6933	0.4545	0.6933	0.8326
0.0846	9.1057	1120	0.6844	0.4516	0.6844	0.8273
0.0846	9.1220	1122	0.6797	0.4516	0.6797	0.8244
0.0846	9.1382	1124	0.6719	0.4516	0.6719	0.8197
0.0846	9.1545	1126	0.6657	0.4516	0.6657	0.8159
0.0846	9.1707	1128	0.6601	0.4130	0.6601	0.8125
0.0846	9.1870	1130	0.6547	0.4130	0.6547	0.8091
0.0846	9.2033	1132	0.6527	0.3736	0.6527	0.8079
0.0846	9.2195	1134	0.6493	0.3736	0.6493	0.8058
0.0846	9.2358	1136	0.6474	0.4130	0.6474	0.8046
0.0846	9.2520	1138	0.6527	0.4130	0.6527	0.8079
0.0846	9.2683	1140	0.6608	0.4516	0.6608	0.8129
0.0846	9.2846	1142	0.6700	0.4545	0.6700	0.8186
0.0846	9.3008	1144	0.6716	0.4545	0.6716	0.8195
0.0846	9.3171	1146	0.6675	0.4545	0.6675	0.8170
0.0846	9.3333	1148	0.6656	0.4545	0.6656	0.8158
0.0846	9.3496	1150	0.6579	0.4545	0.6579	0.8111
0.0846	9.3659	1152	0.6478	0.4516	0.6478	0.8049
0.0846	9.3821	1154	0.6449	0.4516	0.6449	0.8031
0.0846	9.3984	1156	0.6447	0.4516	0.6447	0.8030
0.0846	9.4146	1158	0.6436	0.4516	0.6436	0.8022
0.0846	9.4309	1160	0.6480	0.4516	0.6480	0.8050
0.0846	9.4472	1162	0.6539	0.4516	0.6539	0.8086
0.0846	9.4634	1164	0.6579	0.4516	0.6579	0.8111
0.0846	9.4797	1166	0.6582	0.4516	0.6582	0.8113
0.0846	9.4959	1168	0.6591	0.4516	0.6591	0.8119
0.0846	9.5122	1170	0.6637	0.4516	0.6637	0.8147
0.0846	9.5285	1172	0.6670	0.4516	0.6670	0.8167
0.0846	9.5447	1174	0.6724	0.4516	0.6724	0.8200
0.0846	9.5610	1176	0.6772	0.4516	0.6772	0.8229
0.0846	9.5772	1178	0.6751	0.4516	0.6751	0.8216
0.0846	9.5935	1180	0.6702	0.4516	0.6702	0.8187
0.0846	9.6098	1182	0.6654	0.4516	0.6654	0.8157
0.0846	9.6260	1184	0.6634	0.4516	0.6634	0.8145
0.0846	9.6423	1186	0.6628	0.4516	0.6628	0.8141
0.0846	9.6585	1188	0.6625	0.4516	0.6625	0.8139
0.0846	9.6748	1190	0.6640	0.4516	0.6640	0.8149
0.0846	9.6911	1192	0.6654	0.4516	0.6654	0.8158
0.0846	9.7073	1194	0.6664	0.4516	0.6664	0.8164
0.0846	9.7236	1196	0.6686	0.4516	0.6686	0.8177
0.0846	9.7398	1198	0.6717	0.4516	0.6717	0.8196
0.0846	9.7561	1200	0.6742	0.4516	0.6742	0.8211
0.0846	9.7724	1202	0.6776	0.4516	0.6776	0.8231
0.0846	9.7886	1204	0.6792	0.4516	0.6792	0.8241
0.0846	9.8049	1206	0.6786	0.4516	0.6786	0.8238
0.0846	9.8211	1208	0.6763	0.4516	0.6763	0.8224
0.0846	9.8374	1210	0.6750	0.4516	0.6750	0.8216
0.0846	9.8537	1212	0.6738	0.4516	0.6738	0.8209
0.0846	9.8699	1214	0.6728	0.4516	0.6728	0.8203
0.0846	9.8862	1216	0.6716	0.4516	0.6716	0.8195
0.0846	9.9024	1218	0.6700	0.4516	0.6700	0.8185
0.0846	9.9187	1220	0.6686	0.4516	0.6686	0.8177
0.0846	9.9350	1222	0.6680	0.4516	0.6680	0.8173
0.0846	9.9512	1224	0.6679	0.4516	0.6679	0.8173
0.0846	9.9675	1226	0.6682	0.4516	0.6682	0.8174
0.0846	9.9837	1228	0.6683	0.4516	0.6683	0.8175
0.0846	10.0	1230	0.6683	0.4516	0.6683	0.8175

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_fold1

Arabic_FineTuningAraBERT_AugV5_k15_task2_organization_fold1

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

MayBashendy/
Arabic_FineTuningAraBERT_AugV5_k15_task2_organization_fold1