Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0714	2	7.9191	-0.0459	7.9191	2.8141
No log	0.1429	4	5.6733	-0.0508	5.6733	2.3819
No log	0.2143	6	4.0649	0.0275	4.0649	2.0162
No log	0.2857	8	3.0026	0.0987	3.0026	1.7328
No log	0.3571	10	2.2497	0.1513	2.2497	1.4999
No log	0.4286	12	1.7121	0.1523	1.7121	1.3085
No log	0.5	14	1.3789	0.2822	1.3789	1.1743
No log	0.5714	16	1.2171	0.2921	1.2171	1.1032
No log	0.6429	18	1.0963	0.3740	1.0963	1.0471
No log	0.7143	20	1.0024	0.4528	1.0024	1.0012
No log	0.7857	22	1.0426	0.4867	1.0426	1.0211
No log	0.8571	24	1.1273	0.4297	1.1273	1.0618
No log	0.9286	26	1.0825	0.4473	1.0825	1.0404
No log	1.0	28	1.0566	0.4690	1.0566	1.0279
No log	1.0714	30	1.1919	0.3759	1.1919	1.0917
No log	1.1429	32	1.1858	0.3876	1.1858	1.0889
No log	1.2143	34	1.0062	0.4453	1.0062	1.0031
No log	1.2857	36	0.9387	0.4539	0.9387	0.9689
No log	1.3571	38	0.9303	0.4786	0.9303	0.9645
No log	1.4286	40	1.0388	0.4781	1.0388	1.0192
No log	1.5	42	1.2008	0.4174	1.2008	1.0958
No log	1.5714	44	1.4295	0.4054	1.4295	1.1956
No log	1.6429	46	1.4409	0.4034	1.4409	1.2004
No log	1.7143	48	1.1843	0.4527	1.1843	1.0882
No log	1.7857	50	1.0185	0.5607	1.0185	1.0092
No log	1.8571	52	0.8206	0.5840	0.8206	0.9059
No log	1.9286	54	0.6797	0.6747	0.6797	0.8244
No log	2.0	56	0.7372	0.5979	0.7372	0.8586
No log	2.0714	58	0.8891	0.4509	0.8891	0.9429
No log	2.1429	60	0.9247	0.4459	0.9247	0.9616
No log	2.2143	62	0.7914	0.5055	0.7914	0.8896
No log	2.2857	64	0.7131	0.6153	0.7131	0.8445
No log	2.3571	66	0.9042	0.5999	0.9042	0.9509
No log	2.4286	68	1.1565	0.4807	1.1565	1.0754
No log	2.5	70	1.3403	0.4516	1.3403	1.1577
No log	2.5714	72	1.3168	0.4516	1.3168	1.1475
No log	2.6429	74	1.1796	0.4807	1.1796	1.0861
No log	2.7143	76	1.1219	0.4927	1.1219	1.0592
No log	2.7857	78	0.9934	0.5717	0.9934	0.9967
No log	2.8571	80	0.9709	0.5842	0.9709	0.9853
No log	2.9286	82	0.9403	0.5646	0.9403	0.9697
No log	3.0	84	1.0252	0.5296	1.0252	1.0125
No log	3.0714	86	1.1286	0.5350	1.1286	1.0623
No log	3.1429	88	1.3046	0.4761	1.3046	1.1422
No log	3.2143	90	1.4659	0.4240	1.4659	1.2107
No log	3.2857	92	1.4202	0.4583	1.4202	1.1917
No log	3.3571	94	1.3033	0.4606	1.3033	1.1416
No log	3.4286	96	0.9840	0.6175	0.9840	0.9920
No log	3.5	98	0.7556	0.6678	0.7556	0.8693
No log	3.5714	100	0.7001	0.6824	0.7001	0.8367
No log	3.6429	102	0.6820	0.6790	0.6820	0.8259
No log	3.7143	104	0.6718	0.6694	0.6718	0.8196
No log	3.7857	106	0.6863	0.6758	0.6863	0.8284
No log	3.8571	108	0.7536	0.6803	0.7536	0.8681
No log	3.9286	110	0.8167	0.6734	0.8167	0.9037
No log	4.0	112	0.9284	0.6310	0.9284	0.9636
No log	4.0714	114	0.8948	0.6503	0.8948	0.9460
No log	4.1429	116	0.8622	0.6708	0.8622	0.9285
No log	4.2143	118	0.9224	0.6100	0.9224	0.9604
No log	4.2857	120	0.9309	0.6100	0.9309	0.9648
No log	4.3571	122	0.9718	0.6048	0.9718	0.9858
No log	4.4286	124	1.1067	0.5563	1.1067	1.0520
No log	4.5	126	1.0885	0.5563	1.0885	1.0433
No log	4.5714	128	0.8929	0.6531	0.8929	0.9449
No log	4.6429	130	0.7605	0.6806	0.7605	0.8721
No log	4.7143	132	0.7256	0.6795	0.7256	0.8518
No log	4.7857	134	0.8325	0.6534	0.8325	0.9124
No log	4.8571	136	0.9406	0.6210	0.9406	0.9699
No log	4.9286	138	0.9383	0.6146	0.9383	0.9686
No log	5.0	140	0.8951	0.6067	0.8951	0.9461
No log	5.0714	142	0.8729	0.6319	0.8729	0.9343
No log	5.1429	144	0.9247	0.6146	0.9247	0.9616
No log	5.2143	146	0.8347	0.6621	0.8347	0.9136
No log	5.2857	148	0.7989	0.6719	0.7989	0.8938
No log	5.3571	150	0.7055	0.6892	0.7055	0.8400
No log	5.4286	152	0.6624	0.7116	0.6624	0.8139
No log	5.5	154	0.7016	0.7060	0.7016	0.8376
No log	5.5714	156	0.7427	0.6610	0.7427	0.8618
No log	5.6429	158	0.7387	0.6672	0.7387	0.8595
No log	5.7143	160	0.7842	0.6731	0.7842	0.8855
No log	5.7857	162	0.7073	0.7036	0.7073	0.8410
No log	5.8571	164	0.6331	0.7141	0.6331	0.7956
No log	5.9286	166	0.6362	0.7260	0.6362	0.7976
No log	6.0	168	0.6393	0.7196	0.6393	0.7996
No log	6.0714	170	0.6572	0.7300	0.6572	0.8107
No log	6.1429	172	0.6881	0.6924	0.6881	0.8295
No log	6.2143	174	0.6773	0.7017	0.6773	0.8230
No log	6.2857	176	0.6458	0.7017	0.6458	0.8036
No log	6.3571	178	0.6406	0.7084	0.6406	0.8004
No log	6.4286	180	0.6374	0.7206	0.6374	0.7984
No log	6.5	182	0.6287	0.7028	0.6287	0.7929
No log	6.5714	184	0.6737	0.7084	0.6737	0.8208
No log	6.6429	186	0.7370	0.6806	0.7370	0.8585
No log	6.7143	188	0.7618	0.6622	0.7618	0.8728
No log	6.7857	190	0.7195	0.6790	0.7195	0.8482
No log	6.8571	192	0.6538	0.7448	0.6538	0.8086
No log	6.9286	194	0.6420	0.7465	0.6420	0.8012
No log	7.0	196	0.6416	0.7407	0.6416	0.8010
No log	7.0714	198	0.6766	0.7365	0.6766	0.8226
No log	7.1429	200	0.7071	0.7009	0.7071	0.8409
No log	7.2143	202	0.7550	0.6702	0.7550	0.8689
No log	7.2857	204	0.7536	0.6686	0.7536	0.8681
No log	7.3571	206	0.7799	0.6651	0.7799	0.8831
No log	7.4286	208	0.7360	0.6954	0.7360	0.8579
No log	7.5	210	0.7373	0.6795	0.7373	0.8587
No log	7.5714	212	0.7999	0.6611	0.7999	0.8944
No log	7.6429	214	0.9086	0.6281	0.9086	0.9532
No log	7.7143	216	0.8483	0.6410	0.8483	0.9210
No log	7.7857	218	0.7256	0.6707	0.7256	0.8518
No log	7.8571	220	0.6763	0.7148	0.6763	0.8224
No log	7.9286	222	0.6623	0.7090	0.6623	0.8138
No log	8.0	224	0.6822	0.7170	0.6822	0.8260
No log	8.0714	226	0.7607	0.6590	0.7607	0.8722
No log	8.1429	228	0.7745	0.6283	0.7745	0.8800
No log	8.2143	230	0.7044	0.6948	0.7044	0.8393
No log	8.2857	232	0.6706	0.7217	0.6706	0.8189
No log	8.3571	234	0.6504	0.7162	0.6504	0.8064
No log	8.4286	236	0.6545	0.7163	0.6545	0.8090
No log	8.5	238	0.6599	0.7163	0.6599	0.8123
No log	8.5714	240	0.6757	0.7148	0.6757	0.8220
No log	8.6429	242	0.8530	0.6391	0.8530	0.9236
No log	8.7143	244	0.9917	0.5999	0.9917	0.9958
No log	8.7857	246	0.9012	0.6344	0.9012	0.9493
No log	8.8571	248	0.7137	0.6830	0.7137	0.8448
No log	8.9286	250	0.7073	0.7247	0.7073	0.8410
No log	9.0	252	0.7773	0.6811	0.7773	0.8816
No log	9.0714	254	0.7429	0.7171	0.7429	0.8619
No log	9.1429	256	0.6781	0.7124	0.6781	0.8235
No log	9.2143	258	0.6981	0.6792	0.6981	0.8355
No log	9.2857	260	0.7109	0.6835	0.7109	0.8431
No log	9.3571	262	0.6839	0.7144	0.6839	0.8270
No log	9.4286	264	0.7374	0.6809	0.7374	0.8587
No log	9.5	266	0.7396	0.6772	0.7396	0.8600
No log	9.5714	268	0.7089	0.7213	0.7089	0.8420
No log	9.6429	270	0.8033	0.6366	0.8033	0.8963
No log	9.7143	272	0.9209	0.5773	0.9209	0.9596
No log	9.7857	274	0.8891	0.6091	0.8891	0.9429
No log	9.8571	276	0.7841	0.6525	0.7841	0.8855
No log	9.9286	278	0.7402	0.6992	0.7402	0.8603
No log	10.0	280	0.7346	0.7101	0.7346	0.8571
No log	10.0714	282	0.7342	0.6907	0.7342	0.8569
No log	10.1429	284	0.7725	0.6432	0.7725	0.8789
No log	10.2143	286	0.7990	0.6420	0.7990	0.8939
No log	10.2857	288	0.7436	0.6312	0.7436	0.8623
No log	10.3571	290	0.7005	0.7071	0.7005	0.8369
No log	10.4286	292	0.7118	0.7198	0.7118	0.8437
No log	10.5	294	0.7242	0.7266	0.7242	0.8510
No log	10.5714	296	0.7248	0.7024	0.7248	0.8513
No log	10.6429	298	0.7469	0.6641	0.7469	0.8643
No log	10.7143	300	0.7494	0.6597	0.7494	0.8657
No log	10.7857	302	0.7409	0.6597	0.7409	0.8607
No log	10.8571	304	0.7464	0.6685	0.7464	0.8639
No log	10.9286	306	0.7359	0.6943	0.7359	0.8578
No log	11.0	308	0.7415	0.6991	0.7415	0.8611
No log	11.0714	310	0.7553	0.6835	0.7553	0.8691
No log	11.1429	312	0.7795	0.6872	0.7795	0.8829
No log	11.2143	314	0.7938	0.6746	0.7938	0.8910
No log	11.2857	316	0.8043	0.6923	0.8043	0.8968
No log	11.3571	318	0.8688	0.6523	0.8688	0.9321
No log	11.4286	320	0.8509	0.6721	0.8509	0.9225
No log	11.5	322	0.7991	0.6845	0.7991	0.8939
No log	11.5714	324	0.7983	0.6736	0.7983	0.8935
No log	11.6429	326	0.7813	0.6950	0.7813	0.8839
No log	11.7143	328	0.7662	0.6847	0.7662	0.8753
No log	11.7857	330	0.7708	0.7110	0.7708	0.8779
No log	11.8571	332	0.7549	0.7150	0.7549	0.8688
No log	11.9286	334	0.7679	0.7126	0.7679	0.8763
No log	12.0	336	0.7525	0.7150	0.7525	0.8675
No log	12.0714	338	0.7429	0.7206	0.7429	0.8619
No log	12.1429	340	0.7575	0.7128	0.7575	0.8703
No log	12.2143	342	0.8028	0.6695	0.8028	0.8960
No log	12.2857	344	0.8835	0.6460	0.8835	0.9399
No log	12.3571	346	0.8449	0.6574	0.8449	0.9192
No log	12.4286	348	0.8260	0.6709	0.8260	0.9088
No log	12.5	350	0.8330	0.6673	0.8330	0.9127
No log	12.5714	352	0.8386	0.6580	0.8386	0.9158
No log	12.6429	354	0.8396	0.6580	0.8396	0.9163
No log	12.7143	356	0.8361	0.6463	0.8361	0.9144
No log	12.7857	358	0.8105	0.6703	0.8105	0.9003
No log	12.8571	360	0.8346	0.6292	0.8346	0.9136
No log	12.9286	362	0.7975	0.6611	0.7975	0.8930
No log	13.0	364	0.7706	0.6714	0.7706	0.8778
No log	13.0714	366	0.7982	0.6425	0.7982	0.8934
No log	13.1429	368	0.7807	0.6377	0.7807	0.8836
No log	13.2143	370	0.7731	0.6873	0.7731	0.8793
No log	13.2857	372	0.7735	0.6902	0.7735	0.8795
No log	13.3571	374	0.8062	0.6556	0.8062	0.8979
No log	13.4286	376	0.8530	0.6582	0.8530	0.9236
No log	13.5	378	0.8294	0.6549	0.8294	0.9107
No log	13.5714	380	0.7844	0.6351	0.7844	0.8856
No log	13.6429	382	0.8083	0.6549	0.8083	0.8990
No log	13.7143	384	0.8126	0.6435	0.8126	0.9014
No log	13.7857	386	0.7855	0.6630	0.7855	0.8863
No log	13.8571	388	0.8053	0.6379	0.8053	0.8974
No log	13.9286	390	0.8075	0.6286	0.8075	0.8986
No log	14.0	392	0.8184	0.6536	0.8184	0.9047
No log	14.0714	394	0.8321	0.6481	0.8321	0.9122
No log	14.1429	396	0.8524	0.6468	0.8524	0.9232
No log	14.2143	398	0.8499	0.6609	0.8499	0.9219
No log	14.2857	400	0.8499	0.6216	0.8499	0.9219
No log	14.3571	402	0.8662	0.6390	0.8662	0.9307
No log	14.4286	404	0.8882	0.6490	0.8882	0.9424
No log	14.5	406	0.8424	0.6198	0.8424	0.9178
No log	14.5714	408	0.8161	0.6326	0.8161	0.9034
No log	14.6429	410	0.8061	0.6332	0.8061	0.8978
No log	14.7143	412	0.8199	0.6311	0.8199	0.9055
No log	14.7857	414	0.8362	0.6383	0.8362	0.9144
No log	14.8571	416	0.8165	0.6162	0.8165	0.9036
No log	14.9286	418	0.8144	0.6127	0.8144	0.9025
No log	15.0	420	0.8075	0.6266	0.8075	0.8986
No log	15.0714	422	0.8082	0.6316	0.8082	0.8990
No log	15.1429	424	0.8346	0.6362	0.8346	0.9136
No log	15.2143	426	0.8524	0.6425	0.8524	0.9233
No log	15.2857	428	0.8598	0.6446	0.8598	0.9272
No log	15.3571	430	0.8409	0.6232	0.8409	0.9170
No log	15.4286	432	0.8192	0.6525	0.8192	0.9051
No log	15.5	434	0.8142	0.6525	0.8142	0.9023
No log	15.5714	436	0.8137	0.6384	0.8137	0.9021
No log	15.6429	438	0.8483	0.6277	0.8483	0.9210
No log	15.7143	440	0.8822	0.6260	0.8822	0.9392
No log	15.7857	442	0.8718	0.6425	0.8718	0.9337
No log	15.8571	444	0.8312	0.6422	0.8312	0.9117
No log	15.9286	446	0.8570	0.6537	0.8570	0.9258
No log	16.0	448	0.8541	0.6483	0.8541	0.9242
No log	16.0714	450	0.8223	0.6632	0.8223	0.9068
No log	16.1429	452	0.8240	0.6516	0.8240	0.9078
No log	16.2143	454	0.7997	0.6385	0.7997	0.8942
No log	16.2857	456	0.8071	0.6542	0.8071	0.8984
No log	16.3571	458	0.8270	0.6543	0.8270	0.9094
No log	16.4286	460	0.8062	0.6619	0.8062	0.8979
No log	16.5	462	0.7976	0.6265	0.7976	0.8931
No log	16.5714	464	0.8040	0.6288	0.8040	0.8967
No log	16.6429	466	0.7998	0.6622	0.7998	0.8943
No log	16.7143	468	0.8105	0.6753	0.8105	0.9003
No log	16.7857	470	0.8374	0.6458	0.8374	0.9151
No log	16.8571	472	0.8129	0.6561	0.8129	0.9016
No log	16.9286	474	0.7949	0.6485	0.7949	0.8916
No log	17.0	476	0.8179	0.6375	0.8179	0.9044
No log	17.0714	478	0.8757	0.6311	0.8757	0.9358
No log	17.1429	480	0.8608	0.6311	0.8608	0.9278
No log	17.2143	482	0.8166	0.6497	0.8166	0.9036
No log	17.2857	484	0.8034	0.6237	0.8034	0.8963
No log	17.3571	486	0.8062	0.6379	0.8062	0.8979
No log	17.4286	488	0.8109	0.6350	0.8109	0.9005
No log	17.5	490	0.8256	0.6562	0.8256	0.9086
No log	17.5714	492	0.8701	0.6494	0.8701	0.9328
No log	17.6429	494	0.8486	0.6641	0.8486	0.9212
No log	17.7143	496	0.7946	0.6416	0.7946	0.8914
No log	17.7857	498	0.7879	0.6411	0.7879	0.8876
0.5817	17.8571	500	0.7876	0.6359	0.7876	0.8875
0.5817	17.9286	502	0.7826	0.6592	0.7826	0.8846
0.5817	18.0	504	0.7958	0.6691	0.7958	0.8921
0.5817	18.0714	506	0.8259	0.6791	0.8259	0.9088
0.5817	18.1429	508	0.7981	0.6721	0.7981	0.8933
0.5817	18.2143	510	0.8083	0.6631	0.8083	0.8991
0.5817	18.2857	512	0.8798	0.6504	0.8798	0.9380
0.5817	18.3571	514	0.8982	0.6187	0.8982	0.9477
0.5817	18.4286	516	0.8619	0.6593	0.8619	0.9284
0.5817	18.5	518	0.7921	0.6628	0.7921	0.8900
0.5817	18.5714	520	0.7816	0.6487	0.7816	0.8841
0.5817	18.6429	522	0.7877	0.6487	0.7877	0.8875
0.5817	18.7143	524	0.7961	0.6416	0.7961	0.8922
0.5817	18.7857	526	0.8489	0.6617	0.8489	0.9214
0.5817	18.8571	528	0.8872	0.6503	0.8872	0.9419
0.5817	18.9286	530	0.8517	0.6501	0.8517	0.9229
0.5817	19.0	532	0.8284	0.6443	0.8284	0.9102
0.5817	19.0714	534	0.8323	0.6281	0.8323	0.9123
0.5817	19.1429	536	0.8191	0.6373	0.8191	0.9051
0.5817	19.2143	538	0.8236	0.6570	0.8236	0.9075
0.5817	19.2857	540	0.9133	0.6480	0.9133	0.9557
0.5817	19.3571	542	0.9707	0.6011	0.9707	0.9852
0.5817	19.4286	544	0.9140	0.6355	0.9140	0.9560
0.5817	19.5	546	0.8620	0.6725	0.8620	0.9284
0.5817	19.5714	548	0.8168	0.6717	0.8168	0.9037
0.5817	19.6429	550	0.8018	0.6597	0.8018	0.8954
0.5817	19.7143	552	0.7937	0.6487	0.7937	0.8909
0.5817	19.7857	554	0.8109	0.6637	0.8109	0.9005
0.5817	19.8571	556	0.8735	0.6795	0.8735	0.9346
0.5817	19.9286	558	0.9666	0.6088	0.9666	0.9832
0.5817	20.0	560	1.0998	0.5564	1.0998	1.0487
0.5817	20.0714	562	1.0803	0.5531	1.0803	1.0394
0.5817	20.1429	564	0.9379	0.6452	0.9379	0.9685
0.5817	20.2143	566	0.8032	0.6678	0.8032	0.8962
0.5817	20.2857	568	0.7919	0.6495	0.7919	0.8899
0.5817	20.3571	570	0.8113	0.6415	0.8113	0.9007
0.5817	20.4286	572	0.7785	0.6560	0.7785	0.8823
0.5817	20.5	574	0.7595	0.6686	0.7595	0.8715
0.5817	20.5714	576	0.7765	0.6919	0.7765	0.8812
0.5817	20.6429	578	0.7884	0.6900	0.7884	0.8879
0.5817	20.7143	580	0.7681	0.6919	0.7681	0.8764
0.5817	20.7857	582	0.7705	0.6882	0.7705	0.8778
0.5817	20.8571	584	0.7765	0.6782	0.7765	0.8812
0.5817	20.9286	586	0.7730	0.6803	0.7730	0.8792
0.5817	21.0	588	0.7699	0.6803	0.7699	0.8774
0.5817	21.0714	590	0.7640	0.6803	0.7640	0.8741
0.5817	21.1429	592	0.7634	0.6743	0.7634	0.8737
0.5817	21.2143	594	0.7557	0.6807	0.7557	0.8693
0.5817	21.2857	596	0.7977	0.6809	0.7977	0.8931
0.5817	21.3571	598	0.8014	0.6737	0.8014	0.8952
0.5817	21.4286	600	0.7678	0.6857	0.7678	0.8763
0.5817	21.5	602	0.7440	0.6716	0.7440	0.8626
0.5817	21.5714	604	0.7353	0.6546	0.7353	0.8575
0.5817	21.6429	606	0.7610	0.6691	0.7610	0.8724
0.5817	21.7143	608	0.8398	0.6549	0.8398	0.9164
0.5817	21.7857	610	0.8866	0.6433	0.8866	0.9416
0.5817	21.8571	612	0.8443	0.6533	0.8443	0.9189
0.5817	21.9286	614	0.7648	0.6618	0.7648	0.8745
0.5817	22.0	616	0.7471	0.6638	0.7471	0.8643
0.5817	22.0714	618	0.7485	0.6617	0.7485	0.8652
0.5817	22.1429	620	0.7606	0.6623	0.7606	0.8721
0.5817	22.2143	622	0.8266	0.6887	0.8266	0.9092
0.5817	22.2857	624	0.8517	0.6832	0.8517	0.9229
0.5817	22.3571	626	0.8748	0.6527	0.8748	0.9353
0.5817	22.4286	628	0.8348	0.6931	0.8348	0.9137
0.5817	22.5	630	0.7798	0.6921	0.7798	0.8830
0.5817	22.5714	632	0.7789	0.6594	0.7789	0.8826
0.5817	22.6429	634	0.7833	0.6727	0.7833	0.8850
0.5817	22.7143	636	0.7845	0.6760	0.7845	0.8857
0.5817	22.7857	638	0.8226	0.6827	0.8226	0.9070
0.5817	22.8571	640	0.9257	0.6334	0.9257	0.9622
0.5817	22.9286	642	0.9780	0.6073	0.9780	0.9889
0.5817	23.0	644	0.9263	0.6327	0.9263	0.9625
0.5817	23.0714	646	0.8302	0.6661	0.8302	0.9111
0.5817	23.1429	648	0.7645	0.6715	0.7645	0.8743
0.5817	23.2143	650	0.7829	0.6508	0.7829	0.8848
0.5817	23.2857	652	0.7954	0.6500	0.7954	0.8919
0.5817	23.3571	654	0.7804	0.6565	0.7804	0.8834
0.5817	23.4286	656	0.7886	0.6804	0.7886	0.8880
0.5817	23.5	658	0.8439	0.6887	0.8439	0.9186
0.5817	23.5714	660	0.9492	0.6257	0.9492	0.9743
0.5817	23.6429	662	0.9506	0.6257	0.9506	0.9750
0.5817	23.7143	664	0.8552	0.6679	0.8552	0.9248
0.5817	23.7857	666	0.7835	0.6723	0.7835	0.8852
0.5817	23.8571	668	0.8671	0.6394	0.8671	0.9312
0.5817	23.9286	670	0.9341	0.5985	0.9341	0.9665
0.5817	24.0	672	0.8789	0.6310	0.8789	0.9375
0.5817	24.0714	674	0.7827	0.6500	0.7827	0.8847
0.5817	24.1429	676	0.7804	0.6845	0.7804	0.8834
0.5817	24.2143	678	0.9184	0.6249	0.9184	0.9583
0.5817	24.2857	680	0.9853	0.6204	0.9853	0.9926
0.5817	24.3571	682	0.9404	0.6212	0.9404	0.9697
0.5817	24.4286	684	0.8221	0.6818	0.8221	0.9067
0.5817	24.5	686	0.7262	0.6689	0.7262	0.8522
0.5817	24.5714	688	0.7194	0.6529	0.7194	0.8482
0.5817	24.6429	690	0.7285	0.6639	0.7285	0.8535
0.5817	24.7143	692	0.7474	0.6810	0.7474	0.8645
0.5817	24.7857	694	0.8224	0.6769	0.8224	0.9069
0.5817	24.8571	696	0.9175	0.6395	0.9175	0.9578
0.5817	24.9286	698	0.9166	0.6395	0.9166	0.9574
0.5817	25.0	700	0.8732	0.6582	0.8732	0.9344
0.5817	25.0714	702	0.8190	0.6877	0.8190	0.9050
0.5817	25.1429	704	0.7678	0.6928	0.7678	0.8762
0.5817	25.2143	706	0.7434	0.6769	0.7434	0.8622
0.5817	25.2857	708	0.7345	0.6780	0.7345	0.8570
0.5817	25.3571	710	0.7328	0.6868	0.7328	0.8560
0.5817	25.4286	712	0.7452	0.6933	0.7452	0.8633
0.5817	25.5	714	0.8016	0.7042	0.8016	0.8953
0.5817	25.5714	716	0.8778	0.6720	0.8778	0.9369
0.5817	25.6429	718	0.8673	0.6685	0.8673	0.9313
0.5817	25.7143	720	0.7890	0.6907	0.7890	0.8883
0.5817	25.7857	722	0.7394	0.6803	0.7394	0.8599
0.5817	25.8571	724	0.7415	0.6694	0.7415	0.8611
0.5817	25.9286	726	0.7447	0.6661	0.7447	0.8630
0.5817	26.0	728	0.7592	0.6914	0.7592	0.8713
0.5817	26.0714	730	0.7900	0.6801	0.7900	0.8888
0.5817	26.1429	732	0.7768	0.6845	0.7768	0.8813
0.5817	26.2143	734	0.7530	0.6686	0.7530	0.8677
0.5817	26.2857	736	0.7449	0.6472	0.7449	0.8631
0.5817	26.3571	738	0.7428	0.6481	0.7428	0.8618
0.5817	26.4286	740	0.7485	0.6718	0.7485	0.8651
0.5817	26.5	742	0.7791	0.6850	0.7791	0.8827
0.5817	26.5714	744	0.7808	0.6850	0.7808	0.8837
0.5817	26.6429	746	0.7581	0.6812	0.7581	0.8707
0.5817	26.7143	748	0.7628	0.6882	0.7628	0.8734
0.5817	26.7857	750	0.7660	0.6845	0.7660	0.8752
0.5817	26.8571	752	0.7702	0.6781	0.7702	0.8776
0.5817	26.9286	754	0.7746	0.6845	0.7746	0.8801
0.5817	27.0	756	0.7923	0.6808	0.7923	0.8901
0.5817	27.0714	758	0.8101	0.6889	0.8101	0.9001
0.5817	27.1429	760	0.7886	0.6945	0.7886	0.8880
0.5817	27.2143	762	0.7880	0.6945	0.7880	0.8877
0.5817	27.2857	764	0.7910	0.6868	0.7910	0.8894
0.5817	27.3571	766	0.7724	0.6849	0.7724	0.8788
0.5817	27.4286	768	0.7639	0.6764	0.7639	0.8740
0.5817	27.5	770	0.7781	0.6484	0.7781	0.8821
0.5817	27.5714	772	0.7687	0.6702	0.7687	0.8768
0.5817	27.6429	774	0.7610	0.6769	0.7610	0.8723
0.5817	27.7143	776	0.7652	0.6692	0.7652	0.8748
0.5817	27.7857	778	0.7547	0.6806	0.7547	0.8687
0.5817	27.8571	780	0.7530	0.6567	0.7530	0.8677
0.5817	27.9286	782	0.7835	0.6205	0.7835	0.8851
0.5817	28.0	784	0.8087	0.6285	0.8087	0.8993
0.5817	28.0714	786	0.7795	0.6205	0.7795	0.8829
0.5817	28.1429	788	0.7645	0.6483	0.7645	0.8743
0.5817	28.2143	790	0.7535	0.6635	0.7535	0.8681
0.5817	28.2857	792	0.7629	0.6630	0.7629	0.8734
0.5817	28.3571	794	0.7652	0.6702	0.7652	0.8747
0.5817	28.4286	796	0.7640	0.6775	0.7640	0.8741
0.5817	28.5	798	0.7531	0.6775	0.7531	0.8678
0.5817	28.5714	800	0.7517	0.6895	0.7517	0.8670
0.5817	28.6429	802	0.7584	0.6812	0.7584	0.8709
0.5817	28.7143	804	0.7589	0.6812	0.7589	0.8711
0.5817	28.7857	806	0.7867	0.6457	0.7867	0.8870
0.5817	28.8571	808	0.7847	0.6457	0.7847	0.8858
0.5817	28.9286	810	0.7627	0.6812	0.7627	0.8734
0.5817	29.0	812	0.7536	0.6864	0.7536	0.8681
0.5817	29.0714	814	0.7701	0.6812	0.7701	0.8776
0.5817	29.1429	816	0.8131	0.6363	0.8131	0.9017
0.5817	29.2143	818	0.8475	0.6325	0.8475	0.9206
0.5817	29.2857	820	0.8554	0.6310	0.8554	0.9249
0.5817	29.3571	822	0.8075	0.6394	0.8075	0.8986
0.5817	29.4286	824	0.7641	0.6823	0.7641	0.8741
0.5817	29.5	826	0.7511	0.6696	0.7511	0.8667
0.5817	29.5714	828	0.7641	0.6785	0.7641	0.8741
0.5817	29.6429	830	0.8161	0.6432	0.8161	0.9034
0.5817	29.7143	832	0.9107	0.6251	0.9107	0.9543
0.5817	29.7857	834	0.9771	0.5821	0.9771	0.9885
0.5817	29.8571	836	0.9406	0.6144	0.9406	0.9698
0.5817	29.9286	838	0.8445	0.6487	0.8445	0.9190
0.5817	30.0	840	0.7771	0.6774	0.7771	0.8815
0.5817	30.0714	842	0.7621	0.6726	0.7621	0.8730
0.5817	30.1429	844	0.7555	0.6726	0.7555	0.8692
0.5817	30.2143	846	0.7595	0.6762	0.7595	0.8715
0.5817	30.2857	848	0.7747	0.6831	0.7747	0.8802
0.5817	30.3571	850	0.8087	0.6394	0.8087	0.8993
0.5817	30.4286	852	0.8190	0.6541	0.8190	0.9050
0.5817	30.5	854	0.8325	0.6148	0.8325	0.9124
0.5817	30.5714	856	0.7843	0.6763	0.7843	0.8856
0.5817	30.6429	858	0.7471	0.6745	0.7471	0.8644
0.5817	30.7143	860	0.7426	0.6590	0.7426	0.8617
0.5817	30.7857	862	0.7500	0.6572	0.7500	0.8660
0.5817	30.8571	864	0.7487	0.6590	0.7487	0.8653
0.5817	30.9286	866	0.7443	0.6512	0.7443	0.8628
0.5817	31.0	868	0.7542	0.6621	0.7542	0.8684
0.5817	31.0714	870	0.7646	0.6674	0.7646	0.8744
0.5817	31.1429	872	0.7903	0.6816	0.7903	0.8890
0.5817	31.2143	874	0.8255	0.6274	0.8255	0.9086
0.5817	31.2857	876	0.8377	0.6296	0.8377	0.9153
0.5817	31.3571	878	0.8092	0.6532	0.8092	0.8995
0.5817	31.4286	880	0.7967	0.6717	0.7967	0.8926
0.5817	31.5	882	0.7671	0.6676	0.7671	0.8758
0.5817	31.5714	884	0.7578	0.6540	0.7578	0.8705
0.5817	31.6429	886	0.7540	0.6536	0.7540	0.8683
0.5817	31.7143	888	0.7804	0.6398	0.7804	0.8834
0.5817	31.7857	890	0.8071	0.6612	0.8071	0.8984
0.5817	31.8571	892	0.8302	0.6410	0.8302	0.9111
0.5817	31.9286	894	0.8549	0.6212	0.8549	0.9246
0.5817	32.0	896	0.8665	0.6289	0.8665	0.9309
0.5817	32.0714	898	0.8815	0.6212	0.8815	0.9389
0.5817	32.1429	900	0.8730	0.6432	0.8730	0.9343
0.5817	32.2143	902	0.8363	0.6364	0.8363	0.9145
0.5817	32.2857	904	0.7897	0.6467	0.7897	0.8886
0.5817	32.3571	906	0.7504	0.6536	0.7504	0.8663
0.5817	32.4286	908	0.7426	0.6419	0.7426	0.8617
0.5817	32.5	910	0.7483	0.6388	0.7483	0.8650
0.5817	32.5714	912	0.7571	0.6499	0.7571	0.8701
0.5817	32.6429	914	0.8052	0.6350	0.8052	0.8973
0.5817	32.7143	916	0.8396	0.6418	0.8396	0.9163
0.5817	32.7857	918	0.8157	0.6494	0.8157	0.9031
0.5817	32.8571	920	0.7800	0.6487	0.7800	0.8832
0.5817	32.9286	922	0.7670	0.6546	0.7670	0.8758
0.5817	33.0	924	0.7788	0.6436	0.7788	0.8825
0.5817	33.0714	926	0.7854	0.6359	0.7854	0.8863
0.5817	33.1429	928	0.7785	0.6573	0.7785	0.8823
0.5817	33.2143	930	0.7656	0.6555	0.7656	0.8750
0.5817	33.2857	932	0.7705	0.6499	0.7705	0.8778
0.5817	33.3571	934	0.7965	0.6454	0.7965	0.8925
0.5817	33.4286	936	0.8308	0.6481	0.8308	0.9115
0.5817	33.5	938	0.8463	0.6585	0.8463	0.9199
0.5817	33.5714	940	0.8259	0.6481	0.8259	0.9088
0.5817	33.6429	942	0.8061	0.6405	0.8061	0.8978
0.5817	33.7143	944	0.7914	0.6513	0.7914	0.8896
0.5817	33.7857	946	0.7951	0.6442	0.7951	0.8917
0.5817	33.8571	948	0.8202	0.6481	0.8202	0.9057
0.5817	33.9286	950	0.8377	0.6334	0.8377	0.9153
0.5817	34.0	952	0.8145	0.6383	0.8145	0.9025
0.5817	34.0714	954	0.7913	0.6273	0.7913	0.8896
0.5817	34.1429	956	0.7967	0.6346	0.7967	0.8926
0.5817	34.2143	958	0.8269	0.6367	0.8269	0.9093
0.5817	34.2857	960	0.8488	0.6281	0.8488	0.9213
0.5817	34.3571	962	0.8817	0.6302	0.8817	0.9390
0.5817	34.4286	964	0.8588	0.6351	0.8588	0.9267
0.5817	34.5	966	0.8312	0.6368	0.8312	0.9117
0.5817	34.5714	968	0.8224	0.6503	0.8224	0.9068
0.5817	34.6429	970	0.8245	0.6478	0.8245	0.9080
0.5817	34.7143	972	0.8283	0.6361	0.8283	0.9101
0.5817	34.7857	974	0.8323	0.6405	0.8323	0.9123
0.5817	34.8571	976	0.8387	0.6494	0.8387	0.9158
0.5817	34.9286	978	0.8199	0.6373	0.8199	0.9055
0.5817	35.0	980	0.7983	0.6429	0.7983	0.8935
0.5817	35.0714	982	0.7811	0.6314	0.7811	0.8838
0.5817	35.1429	984	0.7742	0.6417	0.7742	0.8799
0.5817	35.2143	986	0.7745	0.6559	0.7745	0.8801
0.5817	35.2857	988	0.7796	0.6559	0.7796	0.8830
0.5817	35.3571	990	0.7941	0.6508	0.7941	0.8911
0.5817	35.4286	992	0.8015	0.6368	0.8015	0.8952
0.5817	35.5	994	0.8044	0.6368	0.8044	0.8969
0.5817	35.5714	996	0.8055	0.6470	0.8055	0.8975
0.5817	35.6429	998	0.7968	0.6517	0.7968	0.8926
0.1379	35.7143	1000	0.7854	0.6560	0.7854	0.8862
0.1379	35.7857	1002	0.7778	0.6499	0.7778	0.8819
0.1379	35.8571	1004	0.7791	0.6451	0.7791	0.8826
0.1379	35.9286	1006	0.7775	0.6348	0.7775	0.8818
0.1379	36.0	1008	0.7867	0.6413	0.7867	0.8869
0.1379	36.0714	1010	0.8052	0.5862	0.8052	0.8973

Framework versions

Transformers 4.44.2
Pytorch 2.4.1+cu121
Datasets 3.2.0
Tokenizers 0.19.1

MayBashendy/ArabicNewSplits6_FineTuningAraBERTFreeze_run1_AugV5_k11_task1_organization

ArabicNewSplits6_FineTuningAraBERTFreeze_run1_AugV5_k11_task1_organization

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

MayBashendy/
ArabicNewSplits6_FineTuningAraBERTFreeze_run1_AugV5_k11_task1_organization