Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0180	2	4.3975	-0.0034	4.3975	2.0970
No log	0.0360	4	2.5687	-0.0722	2.5687	1.6027
No log	0.0541	6	1.2973	-0.0087	1.2973	1.1390
No log	0.0721	8	1.0433	0.0530	1.0433	1.0214
No log	0.0901	10	0.7669	0.0	0.7669	0.8757
No log	0.1081	12	0.8273	0.0	0.8273	0.9096
No log	0.1261	14	1.2600	-0.0296	1.2600	1.1225
No log	0.1441	16	0.8941	0.0	0.8941	0.9456
No log	0.1622	18	0.7733	0.0	0.7733	0.8794
No log	0.1802	20	0.7833	0.0	0.7833	0.8851
No log	0.1982	22	0.7582	0.0	0.7582	0.8707
No log	0.2162	24	0.7701	0.0	0.7701	0.8776
No log	0.2342	26	0.9355	0.0	0.9355	0.9672
No log	0.2523	28	0.8330	0.0	0.8330	0.9127
No log	0.2703	30	0.7595	0.0	0.7595	0.8715
No log	0.2883	32	0.7736	0.0	0.7736	0.8795
No log	0.3063	34	0.7559	0.0	0.7559	0.8695
No log	0.3243	36	0.8115	0.0	0.8115	0.9008
No log	0.3423	38	0.9916	0.0	0.9916	0.9958
No log	0.3604	40	1.3128	-0.0087	1.3128	1.1458
No log	0.3784	42	1.2448	-0.0185	1.2448	1.1157
No log	0.3964	44	0.9946	0.0	0.9946	0.9973
No log	0.4144	46	0.8823	0.0	0.8823	0.9393
No log	0.4324	48	0.8540	0.0	0.8540	0.9241
No log	0.4505	50	0.8535	0.0	0.8535	0.9239
No log	0.4685	52	0.9172	0.0	0.9172	0.9577
No log	0.4865	54	1.0199	0.0	1.0199	1.0099
No log	0.5045	56	0.9929	0.0	0.9929	0.9965
No log	0.5225	58	0.9504	0.0	0.9504	0.9749
No log	0.5405	60	0.8626	0.0	0.8626	0.9288
No log	0.5586	62	0.8480	0.0	0.8480	0.9209
No log	0.5766	64	0.8865	0.0	0.8865	0.9415
No log	0.5946	66	0.9171	0.0	0.9171	0.9577
No log	0.6126	68	0.8563	0.0	0.8563	0.9254
No log	0.6306	70	0.8439	0.0	0.8439	0.9187
No log	0.6486	72	0.8215	0.0	0.8215	0.9064
No log	0.6667	74	0.8289	0.0	0.8289	0.9104
No log	0.6847	76	0.8277	0.0	0.8277	0.9098
No log	0.7027	78	0.8043	0.0	0.8043	0.8968
No log	0.7207	80	0.8536	0.0	0.8536	0.9239
No log	0.7387	82	0.8632	0.0	0.8632	0.9291
No log	0.7568	84	0.9041	0.0	0.9041	0.9508
No log	0.7748	86	0.9395	-0.1786	0.9395	0.9693
No log	0.7928	88	0.9459	-0.1786	0.9459	0.9726
No log	0.8108	90	0.9055	0.0	0.9055	0.9516
No log	0.8288	92	0.9112	0.0	0.9112	0.9546
No log	0.8468	94	0.8725	0.0	0.8725	0.9341
No log	0.8649	96	0.8535	0.0	0.8535	0.9239
No log	0.8829	98	0.8469	0.0	0.8469	0.9203
No log	0.9009	100	0.8178	0.0	0.8178	0.9043
No log	0.9189	102	0.8037	0.0	0.8037	0.8965
No log	0.9369	104	0.8107	0.0	0.8107	0.9004
No log	0.9550	106	0.7796	0.0	0.7796	0.8830
No log	0.9730	108	0.7896	0.0	0.7896	0.8886
No log	0.9910	110	0.9001	-0.2222	0.9001	0.9488
No log	1.0090	112	0.9705	-0.2222	0.9705	0.9851
No log	1.0270	114	0.8258	0.0	0.8258	0.9087
No log	1.0450	116	0.7919	0.0	0.7919	0.8899
No log	1.0631	118	0.9150	0.3444	0.9150	0.9566
No log	1.0811	120	0.8876	0.0320	0.8876	0.9421
No log	1.0991	122	0.7976	0.0	0.7976	0.8931
No log	1.1171	124	0.8114	0.0	0.8114	0.9008
No log	1.1351	126	0.8263	0.0	0.8263	0.9090
No log	1.1532	128	0.8169	0.0	0.8169	0.9039
No log	1.1712	130	0.7891	0.0	0.7891	0.8883
No log	1.1892	132	0.8170	0.2080	0.8170	0.9039
No log	1.2072	134	0.7647	0.2143	0.7647	0.8745
No log	1.2252	136	0.7520	0.0	0.7520	0.8672
No log	1.2432	138	0.9312	-0.0593	0.9312	0.9650
No log	1.2613	140	0.9247	-0.2222	0.9247	0.9616
No log	1.2793	142	0.7525	0.1852	0.7525	0.8675
No log	1.2973	144	0.7476	0.0	0.7476	0.8646
No log	1.3153	146	0.7577	0.0	0.7577	0.8704
No log	1.3333	148	0.7401	0.0	0.7401	0.8603
No log	1.3514	150	0.7953	0.1852	0.7953	0.8918
No log	1.3694	152	0.7816	0.1538	0.7816	0.8841
No log	1.3874	154	0.7717	0.0	0.7717	0.8785
No log	1.4054	156	0.7829	0.0	0.7829	0.8848
No log	1.4234	158	0.7586	0.0	0.7586	0.8709
No log	1.4414	160	0.7585	0.0	0.7585	0.8709
No log	1.4595	162	0.7660	0.0	0.7660	0.8752
No log	1.4775	164	0.8306	0.0	0.8306	0.9114
No log	1.4955	166	0.8588	0.0	0.8588	0.9267
No log	1.5135	168	0.8228	0.0	0.8228	0.9071
No log	1.5315	170	0.7780	0.0	0.7780	0.8820
No log	1.5495	172	0.7784	0.0	0.7784	0.8823
No log	1.5676	174	0.8047	0.0	0.8047	0.8970
No log	1.5856	176	0.8360	0.0	0.8360	0.9143
No log	1.6036	178	0.8162	0.0	0.8162	0.9035
No log	1.6216	180	0.8296	0.0	0.8296	0.9108
No log	1.6396	182	0.8553	0.0	0.8553	0.9248
No log	1.6577	184	1.0486	0.0435	1.0486	1.0240
No log	1.6757	186	1.1987	-0.0732	1.1987	1.0949
No log	1.6937	188	1.0243	0.0435	1.0243	1.0121
No log	1.7117	190	0.8299	0.0	0.8299	0.9110
No log	1.7297	192	0.7961	0.0	0.7961	0.8922
No log	1.7477	194	0.7767	0.0	0.7767	0.8813
No log	1.7658	196	0.7581	0.0	0.7581	0.8707
No log	1.7838	198	0.7555	0.0	0.7555	0.8692
No log	1.8018	200	0.7821	0.0	0.7821	0.8844
No log	1.8198	202	0.8398	0.1270	0.8398	0.9164
No log	1.8378	204	0.8053	-0.0342	0.8053	0.8974
No log	1.8559	206	0.7573	0.0	0.7573	0.8702
No log	1.8739	208	0.7538	0.0	0.7538	0.8682
No log	1.8919	210	0.7485	0.0	0.7485	0.8651
No log	1.9099	212	0.7443	0.0	0.7443	0.8627
No log	1.9279	214	0.7544	0.0	0.7544	0.8686
No log	1.9459	216	0.7574	0.0	0.7574	0.8703
No log	1.9640	218	0.7415	0.0	0.7415	0.8611
No log	1.9820	220	0.7391	0.0	0.7391	0.8597
No log	2.0	222	0.7329	0.0	0.7329	0.8561
No log	2.0180	224	0.7254	0.0	0.7254	0.8517
No log	2.0360	226	0.7222	0.0	0.7222	0.8498
No log	2.0541	228	0.7442	-0.0185	0.7442	0.8627
No log	2.0721	230	0.8355	0.1270	0.8355	0.9141
No log	2.0901	232	0.8577	0.1270	0.8577	0.9261
No log	2.1081	234	0.7631	0.1852	0.7631	0.8735
No log	2.1261	236	0.7002	0.0	0.7002	0.8368
No log	2.1441	238	0.8046	0.0	0.8046	0.8970
No log	2.1622	240	0.8891	0.3623	0.8891	0.9429
No log	2.1802	242	0.8402	0.2080	0.8402	0.9166
No log	2.1982	244	0.7356	0.0	0.7356	0.8577
No log	2.2162	246	0.7202	0.0	0.7202	0.8487
No log	2.2342	248	0.7351	0.0	0.7351	0.8574
No log	2.2523	250	0.7134	0.0	0.7134	0.8446
No log	2.2703	252	0.7041	0.0	0.7041	0.8391
No log	2.2883	254	0.6943	0.0	0.6943	0.8333
No log	2.3063	256	0.6815	0.0	0.6815	0.8256
No log	2.3243	258	0.7168	0.1852	0.7168	0.8466
No log	2.3423	260	0.7292	0.1852	0.7292	0.8539
No log	2.3604	262	0.7310	0.0	0.7310	0.8550
No log	2.3784	264	0.7308	0.0	0.7308	0.8548
No log	2.3964	266	0.7238	0.0	0.7238	0.8508
No log	2.4144	268	0.7391	0.0	0.7391	0.8597
No log	2.4324	270	0.7696	0.0	0.7696	0.8773
No log	2.4505	272	0.7512	0.0	0.7512	0.8667
No log	2.4685	274	0.7144	0.0	0.7144	0.8452
No log	2.4865	276	0.7099	0.0	0.7099	0.8425
No log	2.5045	278	0.6993	0.0	0.6993	0.8363
No log	2.5225	280	0.6992	0.0	0.6992	0.8362
No log	2.5405	282	0.7050	0.1852	0.7050	0.8397
No log	2.5586	284	0.7313	0.1852	0.7313	0.8552
No log	2.5766	286	0.7116	0.0	0.7116	0.8436
No log	2.5946	288	0.7277	0.0	0.7277	0.8531
No log	2.6126	290	0.7346	0.0	0.7346	0.8571
No log	2.6306	292	0.7420	0.0	0.7420	0.8614
No log	2.6486	294	0.7517	0.0	0.7517	0.8670
No log	2.6667	296	0.7886	0.0	0.7886	0.8880
No log	2.6847	298	0.7669	0.0	0.7669	0.8757
No log	2.7027	300	0.7808	0.0	0.7808	0.8836
No log	2.7207	302	0.7987	0.1852	0.7987	0.8937
No log	2.7387	304	0.7760	0.0	0.7760	0.8809
No log	2.7568	306	0.7282	0.0	0.7282	0.8533
No log	2.7748	308	0.8352	0.3444	0.8352	0.9139
No log	2.7928	310	1.0276	0.3293	1.0276	1.0137
No log	2.8108	312	0.9024	0.3444	0.9024	0.9500
No log	2.8288	314	0.7347	0.0	0.7347	0.8572
No log	2.8468	316	0.7558	0.0	0.7558	0.8694
No log	2.8649	318	0.7641	0.0	0.7641	0.8741
No log	2.8829	320	0.7733	0.0	0.7733	0.8794
No log	2.9009	322	0.8065	0.2143	0.8065	0.8981
No log	2.9189	324	0.8210	0.384	0.8210	0.9061
No log	2.9369	326	0.8145	0.3623	0.8145	0.9025
No log	2.9550	328	0.7656	0.0	0.7656	0.8750
No log	2.9730	330	0.7568	0.0	0.7568	0.8700
No log	2.9910	332	0.7709	0.1852	0.7709	0.8780
No log	3.0090	334	0.7622	0.0	0.7622	0.8730
No log	3.0270	336	0.7624	0.0	0.7624	0.8731
No log	3.0450	338	0.7600	0.0	0.7600	0.8718
No log	3.0631	340	0.7556	0.0	0.7556	0.8693
No log	3.0811	342	0.7669	0.0	0.7669	0.8758
No log	3.0991	344	0.7692	0.0	0.7692	0.8770
No log	3.1171	346	0.7558	0.0	0.7558	0.8694
No log	3.1351	348	0.7332	0.2143	0.7332	0.8563
No log	3.1532	350	0.8163	0.2080	0.8163	0.9035
No log	3.1712	352	0.8083	0.2080	0.8083	0.8990
No log	3.1892	354	0.7091	0.2143	0.7091	0.8421
No log	3.2072	356	0.6984	0.2143	0.6984	0.8357
No log	3.2252	358	0.6984	0.2143	0.6984	0.8357
No log	3.2432	360	0.7399	0.2080	0.7399	0.8602
No log	3.2613	362	0.7369	0.2143	0.7369	0.8584
No log	3.2793	364	0.8082	0.2080	0.8082	0.8990
No log	3.2973	366	0.8674	0.2080	0.8674	0.9313
No log	3.3153	368	1.0012	0.1951	1.0012	1.0006
No log	3.3333	370	0.8916	0.0435	0.8916	0.9442
No log	3.3514	372	0.7761	0.2143	0.7761	0.8810
No log	3.3694	374	0.7610	0.0	0.7610	0.8724
No log	3.3874	376	0.7647	0.0	0.7647	0.8745
No log	3.4054	378	0.7649	0.0	0.7649	0.8746
No log	3.4234	380	0.7653	0.0	0.7653	0.8748
No log	3.4414	382	0.8174	0.2143	0.8174	0.9041
No log	3.4595	384	0.8723	0.2080	0.8723	0.9340
No log	3.4775	386	0.8181	0.0	0.8181	0.9045
No log	3.4955	388	0.7792	0.0	0.7792	0.8827
No log	3.5135	390	0.7754	0.0	0.7754	0.8806
No log	3.5315	392	0.7902	0.0	0.7902	0.8889
No log	3.5495	394	0.7974	0.1852	0.7974	0.8930
No log	3.5676	396	0.8000	0.1852	0.8000	0.8944
No log	3.5856	398	0.7978	0.1852	0.7978	0.8932
No log	3.6036	400	0.7991	0.0	0.7991	0.8939
No log	3.6216	402	1.0190	0.0530	1.0190	1.0095
No log	3.6396	404	1.2378	-0.0565	1.2378	1.1126
No log	3.6577	406	1.2422	-0.0565	1.2422	1.1145
No log	3.6757	408	0.9880	0.0320	0.9880	0.9940
No log	3.6937	410	0.8230	0.1852	0.8230	0.9072
No log	3.7117	412	0.8179	0.1852	0.8179	0.9044
No log	3.7297	414	0.8392	0.0	0.8392	0.9161
No log	3.7477	416	0.9059	0.2143	0.9059	0.9518
No log	3.7658	418	0.9801	0.0320	0.9801	0.9900
No log	3.7838	420	0.9660	0.0320	0.9660	0.9829
No log	3.8018	422	0.9060	0.2143	0.9060	0.9518
No log	3.8198	424	0.8935	0.0	0.8935	0.9453
No log	3.8378	426	0.8291	0.0	0.8291	0.9105
No log	3.8559	428	0.8029	0.0	0.8029	0.8961
No log	3.8739	430	0.7961	0.0	0.7961	0.8922
No log	3.8919	432	0.8074	0.0	0.8074	0.8985
No log	3.9099	434	0.8217	0.0	0.8217	0.9065
No log	3.9279	436	0.7966	0.0	0.7966	0.8925
No log	3.9459	438	0.7850	0.0	0.7850	0.8860
No log	3.9640	440	0.7790	0.0	0.7790	0.8826
No log	3.9820	442	0.7819	0.0	0.7819	0.8843
No log	4.0	444	0.7986	0.0	0.7986	0.8937
No log	4.0180	446	0.8191	0.0	0.8191	0.9051
No log	4.0360	448	0.8213	0.0	0.8213	0.9062
No log	4.0541	450	0.8108	0.0	0.8108	0.9005
No log	4.0721	452	0.7949	0.0	0.7949	0.8916
No log	4.0901	454	0.7834	0.0	0.7834	0.8851
No log	4.1081	456	0.7737	0.0	0.7737	0.8796
No log	4.1261	458	0.7684	0.0	0.7684	0.8766
No log	4.1441	460	0.7792	0.0	0.7792	0.8827
No log	4.1622	462	0.7817	0.0	0.7817	0.8842
No log	4.1802	464	0.7713	0.0	0.7713	0.8782
No log	4.1982	466	0.7743	0.0	0.7743	0.8800
No log	4.2162	468	0.7790	0.0	0.7790	0.8826
No log	4.2342	470	0.7843	0.0	0.7843	0.8856
No log	4.2523	472	0.7878	0.0	0.7878	0.8876
No log	4.2703	474	0.7859	0.0	0.7859	0.8865
No log	4.2883	476	0.8023	0.0	0.8023	0.8957
No log	4.3063	478	0.8406	0.0	0.8406	0.9168
No log	4.3243	480	0.8573	0.0	0.8573	0.9259
No log	4.3423	482	0.8771	0.0	0.8771	0.9365
No log	4.3604	484	0.9062	0.0179	0.9062	0.9520
No log	4.3784	486	0.8436	0.0	0.8436	0.9185
No log	4.3964	488	0.7807	0.0	0.7807	0.8836
No log	4.4144	490	0.7658	0.0	0.7658	0.8751
No log	4.4324	492	0.7623	0.0	0.7623	0.8731
No log	4.4505	494	0.7645	0.0	0.7645	0.8744
No log	4.4685	496	0.7764	0.0	0.7764	0.8811
No log	4.4865	498	0.7849	0.0	0.7849	0.8859
0.2222	4.5045	500	0.8090	0.0	0.8090	0.8995
0.2222	4.5225	502	0.8231	-0.1786	0.8231	0.9072
0.2222	4.5405	504	0.7709	0.0	0.7709	0.8780
0.2222	4.5586	506	0.7498	0.0	0.7498	0.8659
0.2222	4.5766	508	0.7486	0.0	0.7486	0.8652
0.2222	4.5946	510	0.7520	0.0	0.7520	0.8672
0.2222	4.6126	512	0.7606	0.0	0.7606	0.8721
0.2222	4.6306	514	0.7881	0.0	0.7881	0.8877
0.2222	4.6486	516	0.8043	0.0	0.8043	0.8968
0.2222	4.6667	518	0.7983	0.0	0.7983	0.8935
0.2222	4.6847	520	0.7862	0.0	0.7862	0.8867
0.2222	4.7027	522	0.7803	0.0	0.7803	0.8833
0.2222	4.7207	524	0.7774	0.0	0.7774	0.8817
0.2222	4.7387	526	0.7726	0.0	0.7726	0.8790
0.2222	4.7568	528	0.7727	0.0	0.7727	0.8791
0.2222	4.7748	530	0.7762	0.0	0.7762	0.8810
0.2222	4.7928	532	0.7916	0.0	0.7916	0.8897
0.2222	4.8108	534	0.8110	0.0	0.8110	0.9006
0.2222	4.8288	536	0.7947	0.0	0.7947	0.8914
0.2222	4.8468	538	0.7654	0.0	0.7654	0.8748
0.2222	4.8649	540	0.7514	0.0	0.7514	0.8668
0.2222	4.8829	542	0.7514	-0.0185	0.7514	0.8668
0.2222	4.9009	544	0.7497	0.0	0.7497	0.8659
0.2222	4.9189	546	0.7636	0.0	0.7636	0.8738
0.2222	4.9369	548	0.8183	-0.1786	0.8183	0.9046
0.2222	4.9550	550	0.9560	0.1921	0.9560	0.9778
0.2222	4.9730	552	0.9324	0.1921	0.9324	0.9656
0.2222	4.9910	554	0.7782	-0.1786	0.7782	0.8822
0.2222	5.0090	556	0.7393	0.0	0.7393	0.8598
0.2222	5.0270	558	0.7515	0.0	0.7515	0.8669
0.2222	5.0450	560	0.7523	0.0	0.7523	0.8673
0.2222	5.0631	562	0.7539	0.0	0.7539	0.8683
0.2222	5.0811	564	0.7561	0.0	0.7561	0.8696
0.2222	5.0991	566	0.7591	0.0	0.7591	0.8713
0.2222	5.1171	568	0.7664	0.0	0.7664	0.8754
0.2222	5.1351	570	0.7747	0.0	0.7747	0.8802
0.2222	5.1532	572	0.7845	0.0	0.7845	0.8857
0.2222	5.1712	574	0.7982	0.0	0.7982	0.8934
0.2222	5.1892	576	0.8053	0.0	0.8053	0.8974
0.2222	5.2072	578	0.8081	0.0	0.8081	0.8990
0.2222	5.2252	580	0.8043	0.0	0.8043	0.8968
0.2222	5.2432	582	0.7967	0.0	0.7967	0.8926
0.2222	5.2613	584	0.7869	0.0	0.7869	0.8871
0.2222	5.2793	586	0.7861	0.0	0.7861	0.8866
0.2222	5.2973	588	0.7882	0.0	0.7882	0.8878
0.2222	5.3153	590	0.7915	0.0	0.7915	0.8896
0.2222	5.3333	592	0.7910	0.0	0.7910	0.8894
0.2222	5.3514	594	0.7923	0.0	0.7923	0.8901
0.2222	5.3694	596	0.7931	0.0	0.7931	0.8906
0.2222	5.3874	598	0.7998	0.0	0.7998	0.8943
0.2222	5.4054	600	0.8130	0.0	0.8130	0.9017
0.2222	5.4234	602	0.8141	0.0	0.8141	0.9023
0.2222	5.4414	604	0.8069	0.0	0.8069	0.8983
0.2222	5.4595	606	0.8069	0.0	0.8069	0.8983
0.2222	5.4775	608	0.8327	0.0	0.8327	0.9125
0.2222	5.4955	610	0.8732	-0.1786	0.8732	0.9345
0.2222	5.5135	612	0.8807	-0.1786	0.8807	0.9385
0.2222	5.5315	614	0.8749	0.0	0.8749	0.9354
0.2222	5.5495	616	0.8686	0.0	0.8686	0.9320
0.2222	5.5676	618	0.8857	0.0	0.8857	0.9411
0.2222	5.5856	620	0.9184	-0.1786	0.9184	0.9584
0.2222	5.6036	622	0.9483	-0.1786	0.9483	0.9738
0.2222	5.6216	624	0.9483	-0.1786	0.9483	0.9738
0.2222	5.6396	626	0.9111	-0.1786	0.9111	0.9545
0.2222	5.6577	628	0.8780	0.0	0.8780	0.9370
0.2222	5.6757	630	0.8657	0.0	0.8657	0.9304
0.2222	5.6937	632	0.8950	0.0	0.8950	0.9460
0.2222	5.7117	634	0.9326	-0.1786	0.9326	0.9657
0.2222	5.7297	636	0.9514	-0.1786	0.9514	0.9754
0.2222	5.7477	638	0.9598	-0.1786	0.9598	0.9797
0.2222	5.7658	640	0.9465	-0.1786	0.9465	0.9729
0.2222	5.7838	642	0.9245	-0.1786	0.9245	0.9615
0.2222	5.8018	644	0.8848	0.0	0.8848	0.9407
0.2222	5.8198	646	0.8514	0.0	0.8514	0.9227
0.2222	5.8378	648	0.8594	0.0	0.8594	0.9270
0.2222	5.8559	650	0.8875	0.0	0.8875	0.9421
0.2222	5.8739	652	0.9383	-0.1786	0.9383	0.9686
0.2222	5.8919	654	0.9607	-0.1786	0.9607	0.9802
0.2222	5.9099	656	0.9621	-0.1786	0.9621	0.9808
0.2222	5.9279	658	0.9674	-0.1786	0.9674	0.9836
0.2222	5.9459	660	0.9683	-0.1786	0.9683	0.9840
0.2222	5.9640	662	0.9615	-0.1786	0.9615	0.9806
0.2222	5.9820	664	0.9548	-0.1786	0.9548	0.9771
0.2222	6.0	666	0.9411	-0.1786	0.9411	0.9701
0.2222	6.0180	668	0.9281	-0.1786	0.9281	0.9634
0.2222	6.0360	670	0.9096	0.0	0.9096	0.9537
0.2222	6.0541	672	0.9145	0.0	0.9145	0.9563
0.2222	6.0721	674	0.9227	-0.1786	0.9227	0.9606
0.2222	6.0901	676	0.9156	-0.1786	0.9156	0.9569
0.2222	6.1081	678	0.8971	0.0	0.8971	0.9471
0.2222	6.1261	680	0.8904	0.0	0.8904	0.9436
0.2222	6.1441	682	0.8971	0.0	0.8971	0.9472
0.2222	6.1622	684	0.9237	-0.1786	0.9237	0.9611
0.2222	6.1802	686	0.9310	-0.1786	0.9310	0.9649
0.2222	6.1982	688	0.9244	-0.1786	0.9244	0.9615
0.2222	6.2162	690	0.9186	-0.1786	0.9186	0.9584
0.2222	6.2342	692	0.9082	-0.1786	0.9082	0.9530
0.2222	6.2523	694	0.9111	-0.1786	0.9111	0.9545
0.2222	6.2703	696	0.9238	-0.1786	0.9238	0.9611
0.2222	6.2883	698	0.9320	-0.1786	0.9320	0.9654
0.2222	6.3063	700	0.9422	-0.1786	0.9422	0.9707
0.2222	6.3243	702	0.9460	-0.1786	0.9460	0.9726
0.2222	6.3423	704	0.9432	-0.1786	0.9432	0.9712
0.2222	6.3604	706	0.9235	-0.1786	0.9235	0.9610
0.2222	6.3784	708	0.9126	-0.1786	0.9126	0.9553
0.2222	6.3964	710	0.9025	-0.1786	0.9025	0.9500
0.2222	6.4144	712	0.9072	-0.1786	0.9072	0.9525
0.2222	6.4324	714	0.9300	-0.1786	0.9300	0.9644
0.2222	6.4505	716	0.9714	-0.1786	0.9714	0.9856
0.2222	6.4685	718	0.9914	-0.1786	0.9914	0.9957
0.2222	6.4865	720	1.0035	-0.1786	1.0035	1.0017
0.2222	6.5045	722	1.0083	-0.1786	1.0083	1.0041
0.2222	6.5225	724	1.0113	-0.1786	1.0113	1.0056
0.2222	6.5405	726	1.0122	-0.1786	1.0122	1.0061
0.2222	6.5586	728	1.0071	-0.1786	1.0071	1.0035
0.2222	6.5766	730	0.9948	-0.1786	0.9948	0.9974
0.2222	6.5946	732	0.9694	-0.1786	0.9694	0.9846
0.2222	6.6126	734	0.9367	-0.1786	0.9367	0.9679
0.2222	6.6306	736	0.9272	-0.1786	0.9272	0.9629
0.2222	6.6486	738	0.9611	-0.1786	0.9611	0.9804
0.2222	6.6667	740	0.9911	-0.1786	0.9911	0.9956
0.2222	6.6847	742	0.9860	-0.1786	0.9860	0.9930
0.2222	6.7027	744	0.9831	-0.1786	0.9831	0.9915
0.2222	6.7207	746	0.9926	-0.1786	0.9926	0.9963
0.2222	6.7387	748	1.0077	-0.1786	1.0077	1.0039
0.2222	6.7568	750	0.9680	-0.1786	0.9680	0.9839
0.2222	6.7748	752	0.8864	0.0	0.8864	0.9415
0.2222	6.7928	754	0.8754	0.0	0.8754	0.9356
0.2222	6.8108	756	0.9136	-0.1786	0.9136	0.9558
0.2222	6.8288	758	0.9885	-0.1786	0.9885	0.9942
0.2222	6.8468	760	1.0263	-0.1786	1.0263	1.0131
0.2222	6.8649	762	1.0219	-0.1786	1.0219	1.0109
0.2222	6.8829	764	1.0271	-0.1786	1.0271	1.0134
0.2222	6.9009	766	1.0274	-0.1786	1.0274	1.0136
0.2222	6.9189	768	1.0255	-0.1786	1.0255	1.0127
0.2222	6.9369	770	1.0167	-0.1786	1.0167	1.0083
0.2222	6.9550	772	0.9936	-0.1786	0.9936	0.9968
0.2222	6.9730	774	0.9989	-0.1786	0.9989	0.9995
0.2222	6.9910	776	1.0174	-0.1786	1.0174	1.0087
0.2222	7.0090	778	1.0247	-0.1786	1.0247	1.0123
0.2222	7.0270	780	1.0196	-0.1786	1.0196	1.0097
0.2222	7.0450	782	1.0214	-0.1786	1.0214	1.0106
0.2222	7.0631	784	1.0252	-0.1786	1.0252	1.0125
0.2222	7.0811	786	1.0247	-0.1786	1.0247	1.0123
0.2222	7.0991	788	1.0207	-0.1786	1.0207	1.0103
0.2222	7.1171	790	1.0185	-0.1786	1.0185	1.0092
0.2222	7.1351	792	1.0034	-0.1786	1.0034	1.0017
0.2222	7.1532	794	0.9807	-0.1786	0.9807	0.9903
0.2222	7.1712	796	0.9444	-0.1786	0.9444	0.9718
0.2222	7.1892	798	0.9440	-0.1786	0.9440	0.9716
0.2222	7.2072	800	0.9760	-0.1786	0.9760	0.9879
0.2222	7.2252	802	1.0026	-0.1786	1.0026	1.0013
0.2222	7.2432	804	1.0192	-0.1786	1.0192	1.0095
0.2222	7.2613	806	1.0133	-0.1786	1.0133	1.0066
0.2222	7.2793	808	1.0030	-0.1786	1.0030	1.0015
0.2222	7.2973	810	0.9951	-0.1786	0.9951	0.9975
0.2222	7.3153	812	0.9872	-0.1786	0.9872	0.9936
0.2222	7.3333	814	0.9852	-0.1786	0.9852	0.9926
0.2222	7.3514	816	0.9811	-0.1786	0.9811	0.9905
0.2222	7.3694	818	0.9825	-0.1786	0.9825	0.9912
0.2222	7.3874	820	0.9868	-0.1786	0.9868	0.9934
0.2222	7.4054	822	0.9918	-0.1786	0.9918	0.9959
0.2222	7.4234	824	0.9932	-0.1786	0.9932	0.9966
0.2222	7.4414	826	0.9987	-0.1786	0.9987	0.9994
0.2222	7.4595	828	1.0016	-0.1786	1.0016	1.0008
0.2222	7.4775	830	1.0000	-0.1786	1.0000	1.0000
0.2222	7.4955	832	1.0101	-0.1786	1.0101	1.0050
0.2222	7.5135	834	1.0157	-0.1786	1.0157	1.0078
0.2222	7.5315	836	1.0256	-0.1786	1.0256	1.0127
0.2222	7.5495	838	1.0314	-0.1786	1.0314	1.0156
0.2222	7.5676	840	1.0324	-0.1786	1.0324	1.0161
0.2222	7.5856	842	1.0234	-0.1786	1.0234	1.0116
0.2222	7.6036	844	1.0087	-0.1786	1.0087	1.0044
0.2222	7.6216	846	0.9835	-0.1786	0.9835	0.9917
0.2222	7.6396	848	0.9581	-0.1786	0.9581	0.9788
0.2222	7.6577	850	0.9451	-0.1786	0.9451	0.9722
0.2222	7.6757	852	0.9441	-0.1786	0.9441	0.9717
0.2222	7.6937	854	0.9432	-0.1786	0.9432	0.9712
0.2222	7.7117	856	0.9436	-0.1786	0.9436	0.9714
0.2222	7.7297	858	0.9632	-0.1786	0.9632	0.9814
0.2222	7.7477	860	0.9954	-0.1786	0.9954	0.9977
0.2222	7.7658	862	1.0090	-0.1786	1.0090	1.0045
0.2222	7.7838	864	1.0156	-0.1786	1.0156	1.0078
0.2222	7.8018	866	1.0085	-0.1786	1.0085	1.0042
0.2222	7.8198	868	0.9994	-0.1786	0.9994	0.9997
0.2222	7.8378	870	0.9928	-0.1786	0.9928	0.9964
0.2222	7.8559	872	0.9893	-0.1786	0.9893	0.9946
0.2222	7.8739	874	0.9896	-0.1786	0.9896	0.9948
0.2222	7.8919	876	0.9842	-0.1786	0.9842	0.9921
0.2222	7.9099	878	0.9822	-0.1786	0.9822	0.9911
0.2222	7.9279	880	0.9890	-0.1786	0.9890	0.9945
0.2222	7.9459	882	0.9926	-0.1786	0.9926	0.9963
0.2222	7.9640	884	0.9895	-0.1786	0.9895	0.9947
0.2222	7.9820	886	0.9844	-0.1786	0.9844	0.9922
0.2222	8.0	888	0.9868	-0.1786	0.9868	0.9934
0.2222	8.0180	890	0.9952	-0.1786	0.9952	0.9976
0.2222	8.0360	892	0.9984	-0.1786	0.9984	0.9992
0.2222	8.0541	894	1.0009	-0.1786	1.0009	1.0004
0.2222	8.0721	896	1.0033	-0.1786	1.0033	1.0017
0.2222	8.0901	898	1.0132	-0.1786	1.0132	1.0066
0.2222	8.1081	900	1.0150	-0.1786	1.0150	1.0075
0.2222	8.1261	902	1.0146	-0.1786	1.0146	1.0073
0.2222	8.1441	904	1.0211	-0.1786	1.0211	1.0105
0.2222	8.1622	906	1.0269	-0.1786	1.0269	1.0134
0.2222	8.1802	908	1.0375	-0.1786	1.0375	1.0186
0.2222	8.1982	910	1.0406	-0.1786	1.0406	1.0201
0.2222	8.2162	912	1.0391	-0.1786	1.0391	1.0193
0.2222	8.2342	914	1.0431	-0.1786	1.0431	1.0213
0.2222	8.2523	916	1.0452	-0.1786	1.0452	1.0223
0.2222	8.2703	918	1.0531	-0.1786	1.0531	1.0262
0.2222	8.2883	920	1.0549	-0.1786	1.0549	1.0271
0.2222	8.3063	922	1.0536	-0.1786	1.0536	1.0265
0.2222	8.3243	924	1.0504	-0.1786	1.0504	1.0249
0.2222	8.3423	926	1.0474	-0.1786	1.0474	1.0234
0.2222	8.3604	928	1.0423	-0.1786	1.0423	1.0210
0.2222	8.3784	930	1.0362	-0.1786	1.0362	1.0179
0.2222	8.3964	932	1.0296	-0.1786	1.0296	1.0147
0.2222	8.4144	934	1.0240	-0.1786	1.0240	1.0119
0.2222	8.4324	936	1.0237	-0.1786	1.0237	1.0118
0.2222	8.4505	938	1.0258	-0.1786	1.0258	1.0128
0.2222	8.4685	940	1.0197	-0.1786	1.0197	1.0098
0.2222	8.4865	942	0.9953	-0.1786	0.9953	0.9976
0.2222	8.5045	944	0.9629	-0.1786	0.9629	0.9813
0.2222	8.5225	946	0.9375	-0.1786	0.9375	0.9682
0.2222	8.5405	948	0.9224	-0.1786	0.9224	0.9604
0.2222	8.5586	950	0.9236	-0.1786	0.9236	0.9610
0.2222	8.5766	952	0.9463	-0.1786	0.9463	0.9728
0.2222	8.5946	954	0.9774	-0.1786	0.9774	0.9886
0.2222	8.6126	956	1.0061	-0.1786	1.0061	1.0030
0.2222	8.6306	958	1.0296	-0.1786	1.0296	1.0147
0.2222	8.6486	960	1.0358	-0.1786	1.0358	1.0177
0.2222	8.6667	962	1.0307	-0.1786	1.0307	1.0152
0.2222	8.6847	964	1.0293	-0.1786	1.0293	1.0146
0.2222	8.7027	966	1.0271	-0.1786	1.0271	1.0135
0.2222	8.7207	968	1.0266	-0.1786	1.0266	1.0132
0.2222	8.7387	970	1.0257	-0.1786	1.0257	1.0128
0.2222	8.7568	972	1.0257	-0.1786	1.0257	1.0128
0.2222	8.7748	974	1.0223	-0.1786	1.0223	1.0111
0.2222	8.7928	976	1.0088	-0.1786	1.0088	1.0044
0.2222	8.8108	978	0.9989	-0.1786	0.9989	0.9995
0.2222	8.8288	980	0.9792	-0.1786	0.9792	0.9896
0.2222	8.8468	982	0.9475	-0.1786	0.9475	0.9734
0.2222	8.8649	984	0.9125	-0.1786	0.9125	0.9552
0.2222	8.8829	986	0.8983	0.0	0.8983	0.9478
0.2222	8.9009	988	0.9105	-0.1786	0.9105	0.9542
0.2222	8.9189	990	0.9358	-0.1786	0.9358	0.9674
0.2222	8.9369	992	0.9726	-0.1786	0.9726	0.9862
0.2222	8.9550	994	1.0070	-0.1786	1.0070	1.0035
0.2222	8.9730	996	1.0222	-0.1786	1.0222	1.0110
0.2222	8.9910	998	1.0290	-0.1786	1.0290	1.0144
0.0564	9.0090	1000	1.0304	-0.1786	1.0304	1.0151
0.0564	9.0270	1002	1.0312	-0.1786	1.0312	1.0155
0.0564	9.0450	1004	1.0326	-0.1786	1.0326	1.0162
0.0564	9.0631	1006	1.0326	-0.1786	1.0326	1.0162
0.0564	9.0811	1008	1.0336	-0.1786	1.0336	1.0167
0.0564	9.0991	1010	1.0368	-0.1786	1.0368	1.0182
0.0564	9.1171	1012	1.0390	-0.1786	1.0390	1.0193
0.0564	9.1351	1014	1.0393	-0.1786	1.0393	1.0194
0.0564	9.1532	1016	1.0381	-0.1786	1.0381	1.0189
0.0564	9.1712	1018	1.0364	-0.1786	1.0364	1.0181
0.0564	9.1892	1020	1.0338	-0.1786	1.0338	1.0168
0.0564	9.2072	1022	1.0300	-0.1786	1.0300	1.0149
0.0564	9.2252	1024	1.0258	-0.1786	1.0258	1.0128
0.0564	9.2432	1026	1.0194	-0.1786	1.0194	1.0096
0.0564	9.2613	1028	1.0121	-0.1786	1.0121	1.0060
0.0564	9.2793	1030	1.0072	-0.1786	1.0072	1.0036
0.0564	9.2973	1032	1.0041	-0.1786	1.0041	1.0021
0.0564	9.3153	1034	1.0058	-0.1786	1.0058	1.0029
0.0564	9.3333	1036	1.0088	-0.1786	1.0088	1.0044
0.0564	9.3514	1038	1.0114	-0.1786	1.0114	1.0057
0.0564	9.3694	1040	1.0142	-0.1786	1.0142	1.0071
0.0564	9.3874	1042	1.0158	-0.1786	1.0158	1.0079
0.0564	9.4054	1044	1.0179	-0.1786	1.0179	1.0089
0.0564	9.4234	1046	1.0166	-0.1786	1.0166	1.0082
0.0564	9.4414	1048	1.0128	-0.1786	1.0128	1.0064
0.0564	9.4595	1050	1.0089	-0.1786	1.0089	1.0045
0.0564	9.4775	1052	1.0080	-0.1786	1.0080	1.0040
0.0564	9.4955	1054	1.0082	-0.1786	1.0082	1.0041
0.0564	9.5135	1056	1.0088	-0.1786	1.0088	1.0044
0.0564	9.5315	1058	1.0103	-0.1786	1.0103	1.0052
0.0564	9.5495	1060	1.0163	-0.1786	1.0163	1.0081
0.0564	9.5676	1062	1.0220	-0.1786	1.0220	1.0109
0.0564	9.5856	1064	1.0240	-0.1786	1.0240	1.0119
0.0564	9.6036	1066	1.0254	-0.1786	1.0254	1.0126
0.0564	9.6216	1068	1.0262	-0.1786	1.0262	1.0130
0.0564	9.6396	1070	1.0269	-0.1786	1.0269	1.0134
0.0564	9.6577	1072	1.0283	-0.1786	1.0283	1.0141
0.0564	9.6757	1074	1.0290	-0.1786	1.0290	1.0144
0.0564	9.6937	1076	1.0288	-0.1786	1.0288	1.0143
0.0564	9.7117	1078	1.0286	-0.1786	1.0286	1.0142
0.0564	9.7297	1080	1.0286	-0.1786	1.0286	1.0142
0.0564	9.7477	1082	1.0291	-0.1786	1.0291	1.0144
0.0564	9.7658	1084	1.0299	-0.1786	1.0299	1.0148
0.0564	9.7838	1086	1.0305	-0.1786	1.0305	1.0151
0.0564	9.8018	1088	1.0313	-0.1786	1.0313	1.0155
0.0564	9.8198	1090	1.0320	-0.1786	1.0320	1.0159
0.0564	9.8378	1092	1.0320	-0.1786	1.0320	1.0159
0.0564	9.8559	1094	1.0323	-0.1786	1.0323	1.0160
0.0564	9.8739	1096	1.0324	-0.1786	1.0324	1.0161
0.0564	9.8919	1098	1.0324	-0.1786	1.0324	1.0161
0.0564	9.9099	1100	1.0324	-0.1786	1.0324	1.0161
0.0564	9.9279	1102	1.0324	-0.1786	1.0324	1.0161
0.0564	9.9459	1104	1.0324	-0.1786	1.0324	1.0161
0.0564	9.9640	1106	1.0324	-0.1786	1.0324	1.0161
0.0564	9.9820	1108	1.0325	-0.1786	1.0325	1.0161
0.0564	10.0	1110	1.0326	-0.1786	1.0326	1.0162

Framework versions

Transformers 4.44.2
Pytorch 2.4.0+cu118
Datasets 2.21.0
Tokenizers 0.19.1

MayBashendy/Arabic_FineTuningAraBERT_AugV0_k40_task3_organization_fold0

Arabic_FineTuningAraBERT_AugV0_k40_task3_organization_fold0

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

MayBashendy/
Arabic_FineTuningAraBERT_AugV0_k40_task3_organization_fold0