Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0182	2	5.6368	-0.0422	5.6368	2.3742
No log	0.0364	4	3.2326	-0.1038	3.2326	1.7979
No log	0.0545	6	2.2353	-0.0662	2.2353	1.4951
No log	0.0727	8	1.2377	-0.0201	1.2377	1.1125
No log	0.0909	10	0.9899	0.1158	0.9899	0.9949
No log	0.1091	12	1.4383	0.1806	1.4383	1.1993
No log	0.1273	14	1.6636	0.1806	1.6636	1.2898
No log	0.1455	16	1.5190	0.1806	1.5190	1.2325
No log	0.1636	18	1.8114	0.1003	1.8114	1.3459
No log	0.1818	20	2.2028	0.0919	2.2028	1.4842
No log	0.2	22	1.7882	0.1003	1.7882	1.3372
No log	0.2182	24	1.5068	0.0	1.5068	1.2275
No log	0.2364	26	1.3669	0.0	1.3669	1.1692
No log	0.2545	28	1.2061	0.0	1.2061	1.0982
No log	0.2727	30	1.1140	0.0	1.1140	1.0554
No log	0.2909	32	1.1289	0.0	1.1289	1.0625
No log	0.3091	34	1.0692	0.0187	1.0692	1.0340
No log	0.3273	36	0.9704	0.2632	0.9704	0.9851
No log	0.3455	38	0.9229	0.1600	0.9229	0.9607
No log	0.3636	40	0.8824	0.1600	0.8824	0.9393
No log	0.3818	42	0.9210	0.4560	0.9210	0.9597
No log	0.4	44	1.2719	0.2051	1.2719	1.1278
No log	0.4182	46	1.2071	0.2741	1.2071	1.0987
No log	0.4364	48	0.8363	0.4560	0.8363	0.9145
No log	0.4545	50	0.7402	0.2391	0.7402	0.8603
No log	0.4727	52	0.8515	0.2410	0.8515	0.9228
No log	0.4909	54	0.8931	0.2125	0.8931	0.9450
No log	0.5091	56	0.7520	0.2921	0.7520	0.8672
No log	0.5273	58	0.8899	0.4560	0.8899	0.9433
No log	0.5455	60	1.2371	0.3549	1.2371	1.1122
No log	0.5636	62	1.2268	0.3549	1.2268	1.1076
No log	0.5818	64	0.9623	0.3519	0.9623	0.9810
No log	0.6	66	0.7178	0.4105	0.7178	0.8472
No log	0.6182	68	0.6914	0.2921	0.6914	0.8315
No log	0.6364	70	0.7075	0.2921	0.7075	0.8411
No log	0.6545	72	0.7597	0.24	0.7597	0.8716
No log	0.6727	74	0.7843	0.24	0.7843	0.8856
No log	0.6909	76	0.7939	0.2135	0.7939	0.8910
No log	0.7091	78	0.8073	0.3179	0.8073	0.8985
No log	0.7273	80	0.8224	0.3179	0.8224	0.9069
No log	0.7455	82	0.7919	0.3179	0.7919	0.8899
No log	0.7636	84	0.7494	0.3179	0.7494	0.8657
No log	0.7818	86	0.7467	0.3871	0.7467	0.8641
No log	0.8	88	0.7107	0.4474	0.7107	0.8430
No log	0.8182	90	0.6849	0.5374	0.6849	0.8276
No log	0.8364	92	0.6639	0.5882	0.6639	0.8148
No log	0.8545	94	0.7600	0.5692	0.7600	0.8718
No log	0.8727	96	0.7507	0.6125	0.7507	0.8664
No log	0.8909	98	0.6813	0.5374	0.6813	0.8254
No log	0.9091	100	0.7382	0.4435	0.7382	0.8592
No log	0.9273	102	0.9215	0.5461	0.9215	0.9599
No log	0.9455	104	0.9702	0.4052	0.9702	0.9850
No log	0.9636	106	1.1172	0.2868	1.1172	1.0570
No log	0.9818	108	1.2855	0.1985	1.2855	1.1338
No log	1.0	110	1.2160	0.1912	1.2160	1.1027
No log	1.0182	112	1.0244	0.2358	1.0244	1.0121
No log	1.0364	114	0.8076	0.3778	0.8076	0.8987
No log	1.0545	116	0.7344	0.3708	0.7344	0.8570
No log	1.0727	118	0.6835	0.3708	0.6835	0.8268
No log	1.0909	120	0.6182	0.3708	0.6182	0.7862
No log	1.1091	122	0.6084	0.3200	0.6084	0.7800
No log	1.1273	124	0.6102	0.4068	0.6102	0.7812
No log	1.1455	126	0.5690	0.4878	0.5690	0.7543
No log	1.1636	128	0.5521	0.5374	0.5521	0.7430
No log	1.1818	130	0.5920	0.6061	0.5920	0.7694
No log	1.2	132	0.5742	0.6513	0.5742	0.7578
No log	1.2182	134	0.6032	0.6513	0.6032	0.7767
No log	1.2364	136	0.5987	0.6912	0.5987	0.7738
No log	1.2545	138	0.5999	0.6513	0.5999	0.7745
No log	1.2727	140	0.6620	0.6008	0.6620	0.8136
No log	1.2909	142	0.6822	0.6008	0.6822	0.8259
No log	1.3091	144	0.6327	0.6513	0.6327	0.7954
No log	1.3273	146	0.9290	0.4579	0.9290	0.9638
No log	1.3455	148	1.2263	0.3430	1.2263	1.1074
No log	1.3636	150	1.1965	0.4247	1.1965	1.0938
No log	1.3818	152	0.9278	0.4286	0.9278	0.9632
No log	1.4	154	0.6972	0.4711	0.6972	0.8350
No log	1.4182	156	0.6875	0.4375	0.6875	0.8292
No log	1.4364	158	0.7958	0.2969	0.7958	0.8921
No log	1.4545	160	0.8028	0.2969	0.8028	0.8960
No log	1.4727	162	0.8159	0.4	0.8159	0.9033
No log	1.4909	164	0.8383	0.4167	0.8383	0.9156
No log	1.5091	166	0.9012	0.3519	0.9012	0.9493
No log	1.5273	168	0.9181	0.2739	0.9181	0.9582
No log	1.5455	170	0.8821	0.3913	0.8821	0.9392
No log	1.5636	172	0.8709	0.3913	0.8709	0.9332
No log	1.5818	174	0.8289	0.5783	0.8289	0.9104
No log	1.6	176	0.7413	0.4667	0.7413	0.8610
No log	1.6182	178	0.7339	0.4560	0.7339	0.8567
No log	1.6364	180	0.6795	0.3558	0.6795	0.8243
No log	1.6545	182	0.6377	0.3558	0.6377	0.7986
No log	1.6727	184	0.6629	0.3787	0.6629	0.8142
No log	1.6909	186	0.7177	0.3913	0.7177	0.8471
No log	1.7091	188	0.7348	0.4105	0.7348	0.8572
No log	1.7273	190	0.7287	0.4105	0.7287	0.8536
No log	1.7455	192	0.6554	0.4385	0.6554	0.8096
No log	1.7636	194	0.5672	0.5116	0.5672	0.7531
No log	1.7818	196	0.5213	0.3253	0.5213	0.7220
No log	1.8	198	0.5009	0.4731	0.5009	0.7077
No log	1.8182	200	0.5087	0.4731	0.5087	0.7132
No log	1.8364	202	0.5160	0.5845	0.5160	0.7183
No log	1.8545	204	0.5921	0.4615	0.5921	0.7695
No log	1.8727	206	0.6369	0.5172	0.6369	0.7981
No log	1.8909	208	0.5769	0.6231	0.5769	0.7596
No log	1.9091	210	0.5196	0.7138	0.5196	0.7208
No log	1.9273	212	0.5118	0.7050	0.5118	0.7154
No log	1.9455	214	0.5210	0.6912	0.5210	0.7218
No log	1.9636	216	0.5127	0.7138	0.5127	0.7160
No log	1.9818	218	0.6394	0.5366	0.6394	0.7997
No log	2.0	220	0.5464	0.6038	0.5464	0.7392
No log	2.0182	222	0.3972	0.6244	0.3972	0.6303
No log	2.0364	224	0.4019	0.7879	0.4019	0.6340
No log	2.0545	226	0.3943	0.7879	0.3943	0.6279
No log	2.0727	228	0.3942	0.7879	0.3942	0.6278
No log	2.0909	230	0.3584	0.7383	0.3584	0.5987
No log	2.1091	232	0.4233	0.6769	0.4233	0.6506
No log	2.1273	234	0.5490	0.6459	0.5490	0.7409
No log	2.1455	236	0.4642	0.6345	0.4642	0.6813
No log	2.1636	238	0.4375	0.6441	0.4375	0.6614
No log	2.1818	240	0.4054	0.6578	0.4054	0.6367
No log	2.2	242	0.4039	0.5882	0.4039	0.6355
No log	2.2182	244	0.3779	0.625	0.3779	0.6147
No log	2.2364	246	0.3508	0.6484	0.3508	0.5923
No log	2.2545	248	0.3706	0.6051	0.3706	0.6088
No log	2.2727	250	0.3738	0.6698	0.3738	0.6114
No log	2.2909	252	0.3557	0.7034	0.3557	0.5964
No log	2.3091	254	0.5342	0.6142	0.5342	0.7309
No log	2.3273	256	0.7414	0.5333	0.7414	0.8611
No log	2.3455	258	0.7352	0.5854	0.7352	0.8574
No log	2.3636	260	0.7979	0.5854	0.7979	0.8933
No log	2.3818	262	0.7890	0.5655	0.7890	0.8883
No log	2.4	264	0.6738	0.6020	0.6738	0.8208
No log	2.4182	266	0.5660	0.6597	0.5660	0.7523
No log	2.4364	268	0.4481	0.6744	0.4481	0.6694
No log	2.4545	270	0.4691	0.8397	0.4691	0.6849
No log	2.4727	272	0.4697	0.7407	0.4697	0.6853
No log	2.4909	274	0.4029	0.7667	0.4029	0.6347
No log	2.5091	276	0.3499	0.7059	0.3499	0.5915
No log	2.5273	278	0.3721	0.7059	0.3721	0.6100
No log	2.5455	280	0.3622	0.7059	0.3622	0.6018
No log	2.5636	282	0.3671	0.6695	0.3671	0.6059
No log	2.5818	284	0.4182	0.6500	0.4182	0.6467
No log	2.6	286	0.4298	0.6500	0.4298	0.6556
No log	2.6182	288	0.4254	0.7027	0.4254	0.6522
No log	2.6364	290	0.4044	0.7407	0.4044	0.6359
No log	2.6545	292	0.4353	0.7386	0.4354	0.6598
No log	2.6727	294	0.5080	0.5914	0.5080	0.7128
No log	2.6909	296	0.5673	0.5735	0.5673	0.7532
No log	2.7091	298	0.5254	0.6231	0.5254	0.7249
No log	2.7273	300	0.4567	0.7820	0.4567	0.6758
No log	2.7455	302	0.4161	0.7986	0.4161	0.6451
No log	2.7636	304	0.3719	0.8042	0.3719	0.6098
No log	2.7818	306	0.3916	0.7726	0.3916	0.6258
No log	2.8	308	0.4449	0.6525	0.4449	0.6670
No log	2.8182	310	0.3802	0.7835	0.3802	0.6166
No log	2.8364	312	0.2812	0.8372	0.2812	0.5303
No log	2.8545	314	0.3572	0.6723	0.3572	0.5977
No log	2.8727	316	0.5141	0.6557	0.5141	0.7170
No log	2.8909	318	0.5556	0.6513	0.5556	0.7454
No log	2.9091	320	0.4290	0.6471	0.4290	0.6550
No log	2.9273	322	0.3113	0.7932	0.3113	0.5579
No log	2.9455	324	0.3296	0.7829	0.3296	0.5741
No log	2.9636	326	0.4289	0.6459	0.4289	0.6549
No log	2.9818	328	0.4562	0.6459	0.4562	0.6754
No log	3.0	330	0.4468	0.6016	0.4468	0.6684
No log	3.0182	332	0.4541	0.6016	0.4541	0.6738
No log	3.0364	334	0.4998	0.6540	0.4998	0.7070
No log	3.0545	336	0.4904	0.6016	0.4904	0.7003
No log	3.0727	338	0.5103	0.6016	0.5103	0.7144
No log	3.0909	340	0.5867	0.6459	0.5867	0.7660
No log	3.1091	342	0.6132	0.6038	0.6132	0.7831
No log	3.1273	344	0.5942	0.6693	0.5942	0.7708
No log	3.1455	346	0.4980	0.6016	0.4980	0.7057
No log	3.1636	348	0.4141	0.6016	0.4141	0.6435
No log	3.1818	350	0.4068	0.6908	0.4068	0.6378
No log	3.2	352	0.4216	0.7368	0.4216	0.6493
No log	3.2182	354	0.5027	0.6459	0.5027	0.7090
No log	3.2364	356	0.6796	0.5939	0.6796	0.8244
No log	3.2545	358	0.7229	0.6038	0.7229	0.8502
No log	3.2727	360	0.5938	0.6975	0.5938	0.7706
No log	3.2909	362	0.4260	0.7658	0.4260	0.6527
No log	3.3091	364	0.3697	0.7449	0.3697	0.6080
No log	3.3273	366	0.3549	0.7364	0.3549	0.5958
No log	3.3455	368	0.3713	0.7107	0.3713	0.6094
No log	3.3636	370	0.4068	0.7829	0.4068	0.6378
No log	3.3818	372	0.5866	0.6216	0.5866	0.7659
No log	3.4	374	0.9172	0.5160	0.9172	0.9577
No log	3.4182	376	1.1314	0.5260	1.1314	1.0637
No log	3.4364	378	1.1415	0.5125	1.1415	1.0684
No log	3.4545	380	0.9437	0.5172	0.9437	0.9715
No log	3.4727	382	0.6829	0.5212	0.6829	0.8264
No log	3.4909	384	0.5271	0.7279	0.5271	0.7260
No log	3.5091	386	0.4714	0.8218	0.4714	0.6866
No log	3.5273	388	0.4667	0.8218	0.4667	0.6831
No log	3.5455	390	0.4875	0.7279	0.4875	0.6982
No log	3.5636	392	0.5328	0.6842	0.5328	0.7299
No log	3.5818	394	0.5672	0.6540	0.5672	0.7531
No log	3.6	396	0.6027	0.6540	0.6027	0.7763
No log	3.6182	398	0.5882	0.6540	0.5882	0.7669
No log	3.6364	400	0.5348	0.6540	0.5348	0.7313
No log	3.6545	402	0.4786	0.7279	0.4786	0.6918
No log	3.6727	404	0.4599	0.8218	0.4599	0.6782
No log	3.6909	406	0.4435	0.7426	0.4435	0.6660
No log	3.7091	408	0.4471	0.7279	0.4471	0.6686
No log	3.7273	410	0.4539	0.7279	0.4539	0.6737
No log	3.7455	412	0.4303	0.7426	0.4303	0.6560
No log	3.7636	414	0.3790	0.8218	0.3790	0.6156
No log	3.7818	416	0.3579	0.7986	0.3579	0.5983
No log	3.8	418	0.3670	0.7758	0.3670	0.6058
No log	3.8182	420	0.4021	0.7651	0.4021	0.6341
No log	3.8364	422	0.4219	0.7651	0.4219	0.6495
No log	3.8545	424	0.4480	0.7986	0.4480	0.6693
No log	3.8727	426	0.4766	0.7941	0.4766	0.6904
No log	3.8909	428	0.6132	0.6645	0.6132	0.7831
No log	3.9091	430	0.6605	0.6543	0.6605	0.8127
No log	3.9273	432	0.6810	0.6543	0.6810	0.8252
No log	3.9455	434	0.5409	0.6957	0.5409	0.7354
No log	3.9636	436	0.3901	0.75	0.3901	0.6246
No log	3.9818	438	0.3147	0.776	0.3147	0.5609
No log	4.0	440	0.3204	0.7175	0.3204	0.5661
No log	4.0182	442	0.3548	0.7175	0.3548	0.5956
No log	4.0364	444	0.3332	0.7607	0.3332	0.5772
No log	4.0545	446	0.3359	0.8409	0.3359	0.5796
No log	4.0727	448	0.4909	0.7354	0.4909	0.7006
No log	4.0909	450	0.7734	0.5581	0.7734	0.8794
No log	4.1091	452	0.9016	0.5563	0.9016	0.9495
No log	4.1273	454	0.8564	0.5563	0.8564	0.9254
No log	4.1455	456	0.7516	0.5735	0.7516	0.8669
No log	4.1636	458	0.6534	0.6899	0.6534	0.8083
No log	4.1818	460	0.5998	0.6465	0.5998	0.7745
No log	4.2	462	0.6089	0.6364	0.6089	0.7803
No log	4.2182	464	0.6211	0.6557	0.6211	0.7881
No log	4.2364	466	0.5663	0.6667	0.5663	0.7526
No log	4.2545	468	0.4597	0.8042	0.4597	0.6780
No log	4.2727	470	0.3972	0.8218	0.3972	0.6302
No log	4.2909	472	0.3704	0.7879	0.3704	0.6086
No log	4.3091	474	0.3612	0.7879	0.3612	0.6010
No log	4.3273	476	0.3706	0.8218	0.3706	0.6088
No log	4.3455	478	0.4110	0.7426	0.4110	0.6411
No log	4.3636	480	0.4861	0.7	0.4861	0.6972
No log	4.3818	482	0.5801	0.6216	0.5801	0.7616
No log	4.4	484	0.5952	0.6645	0.5952	0.7715
No log	4.4182	486	0.5831	0.6291	0.5831	0.7636
No log	4.4364	488	0.6018	0.6645	0.6018	0.7758
No log	4.4545	490	0.6219	0.6645	0.6219	0.7886
No log	4.4727	492	0.5647	0.6873	0.5647	0.7515
No log	4.4909	494	0.4855	0.7426	0.4855	0.6968
No log	4.5091	496	0.4400	0.7758	0.4400	0.6633
No log	4.5273	498	0.4035	0.7535	0.4035	0.6352
0.4871	4.5455	500	0.3656	0.8218	0.3656	0.6047
0.4871	4.5636	502	0.3812	0.7941	0.3812	0.6174
0.4871	4.5818	504	0.4569	0.6585	0.4569	0.6759
0.4871	4.6	506	0.4914	0.6693	0.4914	0.7010
0.4871	4.6182	508	0.4764	0.6693	0.4764	0.6902
0.4871	4.6364	510	0.4274	0.7072	0.4274	0.6537
0.4871	4.6545	512	0.3768	0.7895	0.3768	0.6139
0.4871	4.6727	514	0.3530	0.7941	0.3530	0.5942
0.4871	4.6909	516	0.3533	0.8218	0.3533	0.5944
0.4871	4.7091	518	0.3830	0.8218	0.3830	0.6189
0.4871	4.7273	520	0.4129	0.8218	0.4129	0.6426
0.4871	4.7455	522	0.4068	0.7758	0.4068	0.6378
0.4871	4.7636	524	0.4492	0.7758	0.4492	0.6702
0.4871	4.7818	526	0.4736	0.7758	0.4736	0.6882
0.4871	4.8	528	0.4926	0.7986	0.4926	0.7018
0.4871	4.8182	530	0.5038	0.8218	0.5038	0.7098
0.4871	4.8364	532	0.4799	0.8218	0.4799	0.6927
0.4871	4.8545	534	0.4776	0.8218	0.4776	0.6911
0.4871	4.8727	536	0.4585	0.8218	0.4585	0.6771
0.4871	4.8909	538	0.4102	0.8218	0.4102	0.6404
0.4871	4.9091	540	0.3906	0.8218	0.3906	0.6250
0.4871	4.9273	542	0.3899	0.8218	0.3899	0.6244
0.4871	4.9455	544	0.3927	0.8218	0.3927	0.6266
0.4871	4.9636	546	0.3867	0.8218	0.3867	0.6219
0.4871	4.9818	548	0.3977	0.8218	0.3977	0.6306
0.4871	5.0	550	0.4201	0.7941	0.4201	0.6481
0.4871	5.0182	552	0.4094	0.7941	0.4094	0.6399
0.4871	5.0364	554	0.4100	0.8218	0.4100	0.6403
0.4871	5.0545	556	0.4020	0.8082	0.4020	0.6340
0.4871	5.0727	558	0.3959	0.8082	0.3959	0.6292
0.4871	5.0909	560	0.3928	0.8082	0.3928	0.6268
0.4871	5.1091	562	0.3969	0.8082	0.3969	0.6300
0.4871	5.1273	564	0.4054	0.8218	0.4054	0.6367
0.4871	5.1455	566	0.4322	0.8218	0.4322	0.6575
0.4871	5.1636	568	0.4570	0.8531	0.4570	0.6760
0.4871	5.1818	570	0.4320	0.8531	0.4320	0.6573
0.4871	5.2	572	0.3982	0.8531	0.3982	0.6310
0.4871	5.2182	574	0.3711	0.8531	0.3711	0.6092
0.4871	5.2364	576	0.4103	0.8531	0.4103	0.6405
0.4871	5.2545	578	0.4947	0.8095	0.4947	0.7033
0.4871	5.2727	580	0.5709	0.6957	0.5709	0.7556
0.4871	5.2909	582	0.5453	0.7083	0.5453	0.7384
0.4871	5.3091	584	0.4621	0.8350	0.4621	0.6798
0.4871	5.3273	586	0.3743	0.8531	0.3743	0.6118
0.4871	5.3455	588	0.3648	0.8489	0.3648	0.6040
0.4871	5.3636	590	0.3864	0.8489	0.3864	0.6216
0.4871	5.3818	592	0.4374	0.8218	0.4374	0.6613
0.4871	5.4	594	0.5188	0.8042	0.5188	0.7203
0.4871	5.4182	596	0.5693	0.7407	0.5693	0.7545
0.4871	5.4364	598	0.6098	0.6989	0.6098	0.7809
0.4871	5.4545	600	0.6349	0.6650	0.6349	0.7968
0.4871	5.4727	602	0.6358	0.6989	0.6358	0.7974
0.4871	5.4909	604	0.6072	0.7391	0.6072	0.7792
0.4871	5.5091	606	0.5541	0.7407	0.5542	0.7444
0.4871	5.5273	608	0.5273	0.8042	0.5273	0.7262
0.4871	5.5455	610	0.4998	0.8042	0.4998	0.7070
0.4871	5.5636	612	0.4871	0.8042	0.4871	0.6979
0.4871	5.5818	614	0.4906	0.7774	0.4906	0.7004
0.4871	5.6	616	0.4953	0.7934	0.4953	0.7038
0.4871	5.6182	618	0.5293	0.7219	0.5293	0.7275
0.4871	5.6364	620	0.5893	0.6645	0.5893	0.7677
0.4871	5.6545	622	0.5653	0.7219	0.5653	0.7518
0.4871	5.6727	624	0.5322	0.7934	0.5322	0.7296
0.4871	5.6909	626	0.4719	0.8095	0.4719	0.6870
0.4871	5.7091	628	0.4631	0.8269	0.4631	0.6805
0.4871	5.7273	630	0.4893	0.8095	0.4893	0.6995
0.4871	5.7455	632	0.4494	0.8269	0.4494	0.6704
0.4871	5.7636	634	0.4375	0.8269	0.4375	0.6614
0.4871	5.7818	636	0.4185	0.8218	0.4185	0.6469
0.4871	5.8	638	0.4073	0.8218	0.4073	0.6382
0.4871	5.8182	640	0.4364	0.8218	0.4364	0.6606
0.4871	5.8364	642	0.5018	0.7219	0.5018	0.7084
0.4871	5.8545	644	0.6090	0.6957	0.6090	0.7804
0.4871	5.8727	646	0.6939	0.6205	0.6939	0.8330
0.4871	5.8909	648	0.6899	0.6275	0.6899	0.8306
0.4871	5.9091	650	0.6408	0.6763	0.6408	0.8005
0.4871	5.9273	652	0.5427	0.7083	0.5427	0.7367
0.4871	5.9455	654	0.4108	0.8531	0.4108	0.6409
0.4871	5.9636	656	0.3575	0.8218	0.3575	0.5979
0.4871	5.9818	658	0.3417	0.8218	0.3417	0.5846
0.4871	6.0	660	0.3547	0.8218	0.3547	0.5955
0.4871	6.0182	662	0.3935	0.8042	0.3935	0.6273
0.4871	6.0364	664	0.4260	0.8350	0.4260	0.6527
0.4871	6.0545	666	0.4709	0.8261	0.4709	0.6862
0.4871	6.0727	668	0.5088	0.7785	0.5088	0.7133
0.4871	6.0909	670	0.5847	0.6975	0.5847	0.7647
0.4871	6.1091	672	0.6322	0.6866	0.6322	0.7951
0.4871	6.1273	674	0.6070	0.6866	0.6070	0.7791
0.4871	6.1455	676	0.5262	0.6975	0.5262	0.7254
0.4871	6.1636	678	0.4053	0.8133	0.4053	0.6366
0.4871	6.1818	680	0.3361	0.8218	0.3361	0.5798
0.4871	6.2	682	0.3180	0.8218	0.3180	0.5639
0.4871	6.2182	684	0.3148	0.8218	0.3148	0.5611
0.4871	6.2364	686	0.3254	0.8218	0.3254	0.5704
0.4871	6.2545	688	0.3622	0.8218	0.3622	0.6019
0.4871	6.2727	690	0.4477	0.8133	0.4477	0.6691
0.4871	6.2909	692	0.4998	0.7974	0.4998	0.7069
0.4871	6.3091	694	0.5405	0.7267	0.5405	0.7352
0.4871	6.3273	696	0.5175	0.7727	0.5175	0.7194
0.4871	6.3455	698	0.4902	0.7974	0.4902	0.7002
0.4871	6.3636	700	0.4641	0.8042	0.4641	0.6813
0.4871	6.3818	702	0.4459	0.8218	0.4459	0.6678
0.4871	6.4	704	0.4474	0.7279	0.4474	0.6689
0.4871	6.4182	706	0.4843	0.7	0.4843	0.6959
0.4871	6.4364	708	0.5348	0.7298	0.5348	0.7313
0.4871	6.4545	710	0.5809	0.7298	0.5809	0.7622
0.4871	6.4727	712	0.6231	0.6776	0.6231	0.7894
0.4871	6.4909	714	0.5996	0.7165	0.5996	0.7743
0.4871	6.5091	716	0.5309	0.6715	0.5309	0.7286
0.4871	6.5273	718	0.4434	0.7138	0.4434	0.6659
0.4871	6.5455	720	0.3925	0.8218	0.3925	0.6265
0.4871	6.5636	722	0.3693	0.8218	0.3693	0.6077
0.4871	6.5818	724	0.3658	0.8218	0.3658	0.6048
0.4871	6.6	726	0.3756	0.8218	0.3756	0.6129
0.4871	6.6182	728	0.3894	0.8218	0.3894	0.6240
0.4871	6.6364	730	0.4076	0.8218	0.4076	0.6384
0.4871	6.6545	732	0.4197	0.8218	0.4197	0.6479
0.4871	6.6727	734	0.4486	0.8133	0.4486	0.6697
0.4871	6.6909	736	0.5078	0.7974	0.5078	0.7126
0.4871	6.7091	738	0.5249	0.7974	0.5249	0.7245
0.4871	6.7273	740	0.4734	0.8042	0.4734	0.6880
0.4871	6.7455	742	0.4283	0.8218	0.4283	0.6545
0.4871	6.7636	744	0.3823	0.8218	0.3823	0.6183
0.4871	6.7818	746	0.3603	0.8218	0.3603	0.6002
0.4871	6.8	748	0.3544	0.8218	0.3544	0.5953
0.4871	6.8182	750	0.3843	0.7829	0.3843	0.6199
0.4871	6.8364	752	0.4688	0.6459	0.4688	0.6847
0.4871	6.8545	754	0.5703	0.6375	0.5703	0.7552
0.4871	6.8727	756	0.6230	0.6375	0.6230	0.7893
0.4871	6.8909	758	0.6261	0.6260	0.6261	0.7912
0.4871	6.9091	760	0.5765	0.6375	0.5765	0.7593
0.4871	6.9273	762	0.5096	0.6866	0.5096	0.7139
0.4871	6.9455	764	0.4488	0.7774	0.4488	0.6699
0.4871	6.9636	766	0.4351	0.8042	0.4351	0.6596
0.4871	6.9818	768	0.4625	0.8042	0.4625	0.6800
0.4871	7.0	770	0.5030	0.8025	0.5030	0.7092
0.4871	7.0182	772	0.5149	0.7879	0.5149	0.7176
0.4871	7.0364	774	0.5030	0.8025	0.5030	0.7092
0.4871	7.0545	776	0.4817	0.8025	0.4817	0.6940
0.4871	7.0727	778	0.4690	0.8042	0.4690	0.6848
0.4871	7.0909	780	0.4819	0.8025	0.4819	0.6942
0.4871	7.1091	782	0.4858	0.8025	0.4858	0.6970
0.4871	7.1273	784	0.5238	0.7558	0.5238	0.7237
0.4871	7.1455	786	0.5444	0.7165	0.5444	0.7378
0.4871	7.1636	788	0.5263	0.7165	0.5263	0.7255
0.4871	7.1818	790	0.5052	0.7425	0.5052	0.7108
0.4871	7.2	792	0.4680	0.8350	0.4680	0.6841
0.4871	7.2182	794	0.4118	0.8042	0.4118	0.6417
0.4871	7.2364	796	0.3826	0.8218	0.3826	0.6186
0.4871	7.2545	798	0.3862	0.8042	0.3862	0.6214
0.4871	7.2727	800	0.4174	0.8042	0.4174	0.6460
0.4871	7.2909	802	0.4320	0.8042	0.4320	0.6573
0.4871	7.3091	804	0.4522	0.7726	0.4522	0.6725
0.4871	7.3273	806	0.4759	0.7445	0.4759	0.6898
0.4871	7.3455	808	0.4608	0.7445	0.4608	0.6788
0.4871	7.3636	810	0.4321	0.8000	0.4321	0.6573
0.4871	7.3818	812	0.4336	0.8000	0.4336	0.6585
0.4871	7.4	814	0.4439	0.8000	0.4439	0.6662
0.4871	7.4182	816	0.4676	0.8000	0.4676	0.6838
0.4871	7.4364	818	0.4911	0.8000	0.4911	0.7008
0.4871	7.4545	820	0.4993	0.7835	0.4993	0.7066
0.4871	7.4727	822	0.5112	0.7835	0.5112	0.7150
0.4871	7.4909	824	0.5091	0.75	0.5091	0.7135
0.4871	7.5091	826	0.5376	0.7030	0.5376	0.7332
0.4871	7.5273	828	0.5688	0.7030	0.5688	0.7542
0.4871	7.5455	830	0.6188	0.6510	0.6188	0.7867
0.4871	7.5636	832	0.6181	0.6510	0.6181	0.7862
0.4871	7.5818	834	0.6241	0.6590	0.6241	0.7900
0.4871	7.6	836	0.6115	0.6272	0.6115	0.7820
0.4871	7.6182	838	0.6035	0.6590	0.6035	0.7769
0.4871	7.6364	840	0.5633	0.6789	0.5633	0.7505
0.4871	7.6545	842	0.5038	0.7658	0.5038	0.7098
0.4871	7.6727	844	0.4608	0.7658	0.4608	0.6788
0.4871	7.6909	846	0.4483	0.7658	0.4483	0.6696
0.4871	7.7091	848	0.4399	0.7658	0.4399	0.6632
0.4871	7.7273	850	0.4313	0.7658	0.4313	0.6567
0.4871	7.7455	852	0.4442	0.7658	0.4442	0.6665
0.4871	7.7636	854	0.4502	0.8042	0.4502	0.6710
0.4871	7.7818	856	0.4578	0.8042	0.4578	0.6766
0.4871	7.8	858	0.4626	0.8042	0.4626	0.6801
0.4871	7.8182	860	0.4601	0.8042	0.4601	0.6783
0.4871	7.8364	862	0.4758	0.8042	0.4758	0.6898
0.4871	7.8545	864	0.4759	0.8042	0.4759	0.6898
0.4871	7.8727	866	0.4788	0.7658	0.4788	0.6919
0.4871	7.8909	868	0.4619	0.7658	0.4619	0.6796
0.4871	7.9091	870	0.4349	0.7658	0.4349	0.6595
0.4871	7.9273	872	0.4016	0.8042	0.4016	0.6337
0.4871	7.9455	874	0.3853	0.8042	0.3853	0.6207
0.4871	7.9636	876	0.3907	0.8042	0.3907	0.6250
0.4871	7.9818	878	0.4054	0.8042	0.4054	0.6367
0.4871	8.0	880	0.4112	0.8042	0.4112	0.6413
0.4871	8.0182	882	0.4108	0.8042	0.4108	0.6409
0.4871	8.0364	884	0.4235	0.8042	0.4235	0.6508
0.4871	8.0545	886	0.4350	0.8042	0.4350	0.6596
0.4871	8.0727	888	0.4302	0.8042	0.4302	0.6559
0.4871	8.0909	890	0.4269	0.8042	0.4269	0.6534
0.4871	8.1091	892	0.4329	0.8042	0.4329	0.6579
0.4871	8.1273	894	0.4382	0.7658	0.4382	0.6619
0.4871	8.1455	896	0.4355	0.7658	0.4355	0.6599
0.4871	8.1636	898	0.4456	0.7658	0.4456	0.6675
0.4871	8.1818	900	0.4705	0.8000	0.4705	0.6859
0.4871	8.2	902	0.4863	0.7445	0.4863	0.6974
0.4871	8.2182	904	0.5000	0.7445	0.5000	0.7071
0.4871	8.2364	906	0.4967	0.7445	0.4967	0.7048
0.4871	8.2545	908	0.4887	0.8000	0.4887	0.6991
0.4871	8.2727	910	0.4886	0.8000	0.4886	0.6990
0.4871	8.2909	912	0.5017	0.7658	0.5017	0.7083
0.4871	8.3091	914	0.5223	0.7658	0.5223	0.7227
0.4871	8.3273	916	0.5570	0.7147	0.5570	0.7463
0.4871	8.3455	918	0.5933	0.7030	0.5933	0.7702
0.4871	8.3636	920	0.6418	0.6590	0.6418	0.8012
0.4871	8.3818	922	0.6688	0.6590	0.6688	0.8178
0.4871	8.4	924	0.6744	0.6358	0.6744	0.8212
0.4871	8.4182	926	0.6737	0.6358	0.6737	0.8208
0.4871	8.4364	928	0.6653	0.6358	0.6653	0.8156
0.4871	8.4545	930	0.6273	0.6866	0.6273	0.7920
0.4871	8.4727	932	0.5879	0.6957	0.5879	0.7667
0.4871	8.4909	934	0.5306	0.7445	0.5306	0.7285
0.4871	8.5091	936	0.4713	0.7658	0.4713	0.6865
0.4871	8.5273	938	0.4312	0.7658	0.4312	0.6566
0.4871	8.5455	940	0.4114	0.7658	0.4114	0.6414
0.4871	8.5636	942	0.4108	0.7658	0.4108	0.6409
0.4871	8.5818	944	0.4225	0.7658	0.4225	0.6500
0.4871	8.6	946	0.4480	0.7658	0.4480	0.6694
0.4871	8.6182	948	0.4742	0.7072	0.4742	0.6886
0.4871	8.6364	950	0.4862	0.7445	0.4862	0.6973
0.4871	8.6545	952	0.5061	0.7445	0.5061	0.7114
0.4871	8.6727	954	0.5313	0.7445	0.5313	0.7289
0.4871	8.6909	956	0.5528	0.7445	0.5528	0.7435
0.4871	8.7091	958	0.5597	0.7445	0.5597	0.7482
0.4871	8.7273	960	0.5683	0.7425	0.5683	0.7539
0.4871	8.7455	962	0.5487	0.7619	0.5487	0.7408
0.4871	8.7636	964	0.5263	0.7619	0.5263	0.7255
0.4871	8.7818	966	0.5092	0.7619	0.5092	0.7136
0.4871	8.8	968	0.5067	0.7619	0.5067	0.7118
0.4871	8.8182	970	0.5172	0.7619	0.5172	0.7192
0.4871	8.8364	972	0.5248	0.7619	0.5248	0.7245
0.4871	8.8545	974	0.5315	0.7619	0.5315	0.7291
0.4871	8.8727	976	0.5358	0.7619	0.5358	0.7320
0.4871	8.8909	978	0.5337	0.7619	0.5337	0.7305
0.4871	8.9091	980	0.5250	0.7619	0.5250	0.7245
0.4871	8.9273	982	0.5301	0.7619	0.5301	0.7281
0.4871	8.9455	984	0.5232	0.7619	0.5232	0.7233
0.4871	8.9636	986	0.5196	0.7658	0.5196	0.7208
0.4871	8.9818	988	0.5273	0.7619	0.5273	0.7261
0.4871	9.0	990	0.5202	0.7658	0.5202	0.7212
0.4871	9.0182	992	0.4998	0.7658	0.4998	0.7069
0.4871	9.0364	994	0.4908	0.7658	0.4908	0.7006
0.4871	9.0545	996	0.4885	0.7658	0.4885	0.6989
0.4871	9.0727	998	0.4910	0.7658	0.4910	0.7007
0.1053	9.0909	1000	0.4934	0.7658	0.4934	0.7024
0.1053	9.1091	1002	0.4895	0.7658	0.4895	0.6997
0.1053	9.1273	1004	0.4849	0.7658	0.4849	0.6964
0.1053	9.1455	1006	0.4755	0.7658	0.4755	0.6895
0.1053	9.1636	1008	0.4656	0.7658	0.4656	0.6824
0.1053	9.1818	1010	0.4707	0.7658	0.4707	0.6861
0.1053	9.2	1012	0.4761	0.7658	0.4761	0.6900
0.1053	9.2182	1014	0.4852	0.7658	0.4852	0.6966
0.1053	9.2364	1016	0.5022	0.7658	0.5022	0.7087
0.1053	9.2545	1018	0.5131	0.7368	0.5131	0.7163
0.1053	9.2727	1020	0.5243	0.7368	0.5243	0.7241
0.1053	9.2909	1022	0.5416	0.7072	0.5416	0.7359
0.1053	9.3091	1024	0.5486	0.7445	0.5486	0.7407
0.1053	9.3273	1026	0.5452	0.7445	0.5452	0.7384
0.1053	9.3455	1028	0.5343	0.7368	0.5343	0.7310
0.1053	9.3636	1030	0.5192	0.7368	0.5192	0.7206
0.1053	9.3818	1032	0.5070	0.7368	0.5070	0.7121
0.1053	9.4	1034	0.4957	0.7658	0.4957	0.7041
0.1053	9.4182	1036	0.4848	0.7658	0.4848	0.6963
0.1053	9.4364	1038	0.4785	0.7658	0.4785	0.6917
0.1053	9.4545	1040	0.4733	0.7658	0.4733	0.6880
0.1053	9.4727	1042	0.4748	0.7658	0.4748	0.6891
0.1053	9.4909	1044	0.4809	0.7658	0.4809	0.6935
0.1053	9.5091	1046	0.4842	0.7658	0.4842	0.6958
0.1053	9.5273	1048	0.4876	0.7658	0.4876	0.6983
0.1053	9.5455	1050	0.4876	0.7658	0.4876	0.6983
0.1053	9.5636	1052	0.4903	0.7658	0.4903	0.7002
0.1053	9.5818	1054	0.4871	0.7658	0.4871	0.6979
0.1053	9.6	1056	0.4832	0.7658	0.4832	0.6951
0.1053	9.6182	1058	0.4775	0.7658	0.4775	0.6910
0.1053	9.6364	1060	0.4768	0.7658	0.4768	0.6905
0.1053	9.6545	1062	0.4757	0.7658	0.4757	0.6897
0.1053	9.6727	1064	0.4770	0.7619	0.4770	0.6907
0.1053	9.6909	1066	0.4786	0.7619	0.4786	0.6918
0.1053	9.7091	1068	0.4755	0.7658	0.4755	0.6896
0.1053	9.7273	1070	0.4705	0.7658	0.4705	0.6859
0.1053	9.7455	1072	0.4672	0.7658	0.4672	0.6835
0.1053	9.7636	1074	0.4632	0.7658	0.4632	0.6806
0.1053	9.7818	1076	0.4592	0.7658	0.4592	0.6776
0.1053	9.8	1078	0.4564	0.7658	0.4564	0.6756
0.1053	9.8182	1080	0.4531	0.7658	0.4531	0.6731
0.1053	9.8364	1082	0.4506	0.7658	0.4506	0.6712
0.1053	9.8545	1084	0.4494	0.7658	0.4494	0.6704
0.1053	9.8727	1086	0.4486	0.7658	0.4486	0.6698
0.1053	9.8909	1088	0.4488	0.7658	0.4488	0.6699
0.1053	9.9091	1090	0.4497	0.7658	0.4497	0.6706
0.1053	9.9273	1092	0.4500	0.7658	0.4500	0.6708
0.1053	9.9455	1094	0.4495	0.7658	0.4495	0.6705
0.1053	9.9636	1096	0.4493	0.7658	0.4493	0.6703
0.1053	9.9818	1098	0.4490	0.7658	0.4490	0.6701
0.1053	10.0	1100	0.4489	0.7658	0.4489	0.6700

Framework versions

Transformers 4.44.2
Pytorch 2.4.0+cu118
Datasets 2.21.0
Tokenizers 0.19.1

MayBashendy/Arabic_FineTuningAraBERT_run3_AugV5_k10_task1_organization_fold1

Arabic_FineTuningAraBERT_run3_AugV5_k10_task1_organization_fold1

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

MayBashendy/
Arabic_FineTuningAraBERT_run3_AugV5_k10_task1_organization_fold1