Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0189	2	1.7524	0.1292	1.7524	1.3238
No log	0.0377	4	0.9880	0.2388	0.9880	0.9940
No log	0.0566	6	0.8978	0.2578	0.8978	0.9475
No log	0.0755	8	1.1612	0.3407	1.1612	1.0776
No log	0.0943	10	1.2939	0.3485	1.2939	1.1375
No log	0.1132	12	1.4556	0.3291	1.4556	1.2065
No log	0.1321	14	1.3217	0.5153	1.3217	1.1497
No log	0.1509	16	1.1408	0.1304	1.1408	1.0681
No log	0.1698	18	1.1066	0.1304	1.1066	1.0519
No log	0.1887	20	1.1365	0.2222	1.1365	1.0661
No log	0.2075	22	1.1637	0.4930	1.1637	1.0787
No log	0.2264	24	1.1687	0.3803	1.1687	1.0811
No log	0.2453	26	1.2972	0.3842	1.2972	1.1389
No log	0.2642	28	1.0313	0.2604	1.0313	1.0155
No log	0.2830	30	0.8629	0.3116	0.8629	0.9289
No log	0.3019	32	0.8413	0.4495	0.8413	0.9172
No log	0.3208	34	1.1781	0.4335	1.1781	1.0854
No log	0.3396	36	1.3426	0.3864	1.3426	1.1587
No log	0.3585	38	1.1960	0.4335	1.1960	1.0936
No log	0.3774	40	1.1261	0.52	1.1261	1.0612
No log	0.3962	42	1.0116	0.4693	1.0116	1.0058
No log	0.4151	44	0.8831	0.4136	0.8831	0.9398
No log	0.4340	46	0.8597	0.5308	0.8597	0.9272
No log	0.4528	48	0.8370	0.5810	0.8370	0.9149
No log	0.4717	50	0.9934	0.3622	0.9934	0.9967
No log	0.4906	52	1.0294	0.3622	1.0294	1.0146
No log	0.5094	54	0.9243	0.4872	0.9243	0.9614
No log	0.5283	56	0.7280	0.5879	0.7280	0.8532
No log	0.5472	58	0.6057	0.5616	0.6057	0.7783
No log	0.5660	60	0.5729	0.5924	0.5729	0.7569
No log	0.5849	62	0.6284	0.6883	0.6284	0.7927
No log	0.6038	64	0.7547	0.6253	0.7547	0.8687
No log	0.6226	66	0.8075	0.5662	0.8075	0.8986
No log	0.6415	68	0.7096	0.6462	0.7096	0.8424
No log	0.6604	70	0.5840	0.6706	0.5840	0.7642
No log	0.6792	72	0.5632	0.6706	0.5632	0.7505
No log	0.6981	74	0.6224	0.6721	0.6224	0.7889
No log	0.7170	76	0.7115	0.6411	0.7115	0.8435
No log	0.7358	78	0.6570	0.6411	0.6570	0.8106
No log	0.7547	80	0.5909	0.6675	0.5909	0.7687
No log	0.7736	82	0.5951	0.6868	0.5951	0.7715
No log	0.7925	84	0.6514	0.7072	0.6514	0.8071
No log	0.8113	86	0.6159	0.6977	0.6159	0.7848
No log	0.8302	88	0.6178	0.6977	0.6178	0.7860
No log	0.8491	90	0.6498	0.6977	0.6498	0.8061
No log	0.8679	92	0.7727	0.7072	0.7727	0.8790
No log	0.8868	94	0.8927	0.6488	0.8927	0.9448
No log	0.9057	96	0.9435	0.6008	0.9435	0.9713
No log	0.9245	98	0.8486	0.7243	0.8486	0.9212
No log	0.9434	100	0.6797	0.7269	0.6797	0.8245
No log	0.9623	102	0.6928	0.7201	0.6928	0.8323
No log	0.9811	104	0.8317	0.6792	0.8317	0.9120
No log	1.0	106	0.9366	0.6213	0.9366	0.9678
No log	1.0189	108	0.8449	0.6140	0.8449	0.9192
No log	1.0377	110	0.6356	0.7386	0.6356	0.7972
No log	1.0566	112	0.6058	0.7098	0.6058	0.7784
No log	1.0755	114	0.6574	0.7410	0.6574	0.8108
No log	1.0943	116	0.8423	0.6825	0.8423	0.9177
No log	1.1132	118	1.0386	0.5393	1.0386	1.0191
No log	1.1321	120	1.0421	0.5630	1.0421	1.0209
No log	1.1509	122	0.8191	0.6792	0.8191	0.9050
No log	1.1698	124	0.6056	0.7098	0.6056	0.7782
No log	1.1887	126	0.6104	0.7098	0.6104	0.7813
No log	1.2075	128	0.6865	0.6755	0.6865	0.8285
No log	1.2264	130	0.8554	0.6025	0.8554	0.9249
No log	1.2453	132	1.0485	0.5325	1.0485	1.0240
No log	1.2642	134	1.1256	0.5325	1.1256	1.0609
No log	1.2830	136	1.0754	0.5325	1.0754	1.0370
No log	1.3019	138	0.9623	0.5789	0.9623	0.9809
No log	1.3208	140	0.9232	0.6288	0.9232	0.9608
No log	1.3396	142	0.7778	0.6095	0.7778	0.8819
No log	1.3585	144	0.7613	0.6095	0.7613	0.8725
No log	1.3774	146	0.7464	0.6336	0.7464	0.8639
No log	1.3962	148	0.6790	0.6336	0.6790	0.8240
No log	1.4151	150	0.6217	0.6574	0.6217	0.7885
No log	1.4340	152	0.6291	0.6574	0.6291	0.7931
No log	1.4528	154	0.6755	0.6336	0.6755	0.8219
No log	1.4717	156	0.5713	0.6976	0.5713	0.7559
No log	1.4906	158	0.5179	0.7303	0.5179	0.7197
No log	1.5094	160	0.5883	0.7040	0.5883	0.7670
No log	1.5283	162	0.7122	0.6407	0.7122	0.8439
No log	1.5472	164	0.6728	0.6374	0.6728	0.8203
No log	1.5660	166	0.5040	0.7059	0.5040	0.7099
No log	1.5849	168	0.4216	0.7430	0.4216	0.6493
No log	1.6038	170	0.4191	0.8054	0.4191	0.6474
No log	1.6226	172	0.4779	0.7176	0.4779	0.6913
No log	1.6415	174	0.5609	0.6659	0.5609	0.7490
No log	1.6604	176	0.5670	0.6659	0.5670	0.7530
No log	1.6792	178	0.5503	0.6659	0.5503	0.7418
No log	1.6981	180	0.5491	0.6101	0.5491	0.7410
No log	1.7170	182	0.4983	0.6659	0.4983	0.7059
No log	1.7358	184	0.4927	0.6717	0.4927	0.7019
No log	1.7547	186	0.5604	0.6421	0.5604	0.7486
No log	1.7736	188	0.7385	0.6288	0.7385	0.8594
No log	1.7925	190	0.8667	0.6288	0.8667	0.9310
No log	1.8113	192	0.8560	0.6288	0.8560	0.9252
No log	1.8302	194	0.7355	0.6288	0.7355	0.8576
No log	1.8491	196	0.7121	0.6095	0.7121	0.8439
No log	1.8679	198	0.7385	0.6288	0.7385	0.8593
No log	1.8868	200	0.8299	0.5789	0.8299	0.9110
No log	1.9057	202	0.8714	0.5789	0.8714	0.9335
No log	1.9245	204	1.0327	0.5898	1.0327	1.0162
No log	1.9434	206	1.1074	0.5898	1.1074	1.0523
No log	1.9623	208	1.1044	0.6357	1.1044	1.0509
No log	1.9811	210	0.9054	0.6805	0.9054	0.9515
No log	2.0	212	0.6698	0.6805	0.6698	0.8184
No log	2.0189	214	0.5885	0.6893	0.5885	0.7672
No log	2.0377	216	0.6657	0.6805	0.6657	0.8159
No log	2.0566	218	0.7797	0.6464	0.7797	0.8830
No log	2.0755	220	0.8556	0.6464	0.8556	0.9250
No log	2.0943	222	0.9132	0.6464	0.9132	0.9556
No log	2.1132	224	0.9047	0.6398	0.9047	0.9512
No log	2.1321	226	0.8250	0.6768	0.8250	0.9083
No log	2.1509	228	0.6992	0.6288	0.6992	0.8362
No log	2.1698	230	0.6599	0.6288	0.6599	0.8124
No log	2.1887	232	0.6571	0.6288	0.6571	0.8106
No log	2.2075	234	0.6113	0.6336	0.6113	0.7819
No log	2.2264	236	0.6685	0.6964	0.6685	0.8176
No log	2.2453	238	0.7162	0.6964	0.7162	0.8463
No log	2.2642	240	0.6840	0.6964	0.6840	0.8270
No log	2.2830	242	0.6008	0.7575	0.6008	0.7751
No log	2.3019	244	0.6783	0.6531	0.6783	0.8236
No log	2.3208	246	0.7807	0.6488	0.7807	0.8836
No log	2.3396	248	0.7567	0.6488	0.7567	0.8699
No log	2.3585	250	0.7188	0.6529	0.7188	0.8478
No log	2.3774	252	0.7577	0.6529	0.7577	0.8705
No log	2.3962	254	0.8521	0.6288	0.8521	0.9231
No log	2.4151	256	0.7974	0.5862	0.7974	0.8930
No log	2.4340	258	0.6937	0.5933	0.6937	0.8329
No log	2.4528	260	0.6805	0.5511	0.6805	0.8249
No log	2.4717	262	0.6782	0.5933	0.6782	0.8235
No log	2.4906	264	0.6866	0.5933	0.6866	0.8286
No log	2.5094	266	0.7942	0.5933	0.7941	0.8912
No log	2.5283	268	0.8429	0.5933	0.8429	0.9181
No log	2.5472	270	0.7994	0.6200	0.7994	0.8941
No log	2.5660	272	0.7033	0.6200	0.7033	0.8386
No log	2.5849	274	0.5445	0.5577	0.5445	0.7379
No log	2.6038	276	0.4988	0.6543	0.4988	0.7063
No log	2.6226	278	0.5777	0.5991	0.5777	0.7600
No log	2.6415	280	0.7349	0.6200	0.7349	0.8572
No log	2.6604	282	0.8818	0.5354	0.8818	0.9390
No log	2.6792	284	0.8908	0.5354	0.8908	0.9438
No log	2.6981	286	0.7540	0.6119	0.7540	0.8683
No log	2.7170	288	0.5988	0.5991	0.5988	0.7739
No log	2.7358	290	0.5338	0.6512	0.5338	0.7306
No log	2.7547	292	0.5548	0.6253	0.5548	0.7449
No log	2.7736	294	0.5203	0.7094	0.5203	0.7213
No log	2.7925	296	0.5127	0.7477	0.5127	0.7160
No log	2.8113	298	0.4904	0.7386	0.4904	0.7003
No log	2.8302	300	0.5281	0.7386	0.5281	0.7267
No log	2.8491	302	0.5060	0.7386	0.5060	0.7114
No log	2.8679	304	0.4340	0.7430	0.4340	0.6588
No log	2.8868	306	0.4223	0.7430	0.4223	0.6498
No log	2.9057	308	0.4445	0.7619	0.4445	0.6667
No log	2.9245	310	0.4875	0.7619	0.4875	0.6982
No log	2.9434	312	0.4643	0.7619	0.4643	0.6814
No log	2.9623	314	0.4599	0.7619	0.4599	0.6782
No log	2.9811	316	0.4494	0.7849	0.4494	0.6703
No log	3.0	318	0.4569	0.7849	0.4569	0.6759
No log	3.0189	320	0.4599	0.7619	0.4599	0.6781
No log	3.0377	322	0.5219	0.6755	0.5219	0.7224
No log	3.0566	324	0.6269	0.6304	0.6269	0.7917
No log	3.0755	326	0.6576	0.6304	0.6576	0.8109
No log	3.0943	328	0.6047	0.6531	0.6047	0.7776
No log	3.1132	330	0.5519	0.6976	0.5519	0.7429
No log	3.1321	332	0.5010	0.7077	0.5010	0.7078
No log	3.1509	334	0.5963	0.6531	0.5963	0.7722
No log	3.1698	336	0.6121	0.6488	0.6121	0.7823
No log	3.1887	338	0.5825	0.6529	0.5825	0.7632
No log	3.2075	340	0.6510	0.6529	0.6510	0.8069
No log	3.2264	342	0.6172	0.6288	0.6172	0.7856
No log	3.2453	344	0.5387	0.6462	0.5387	0.7340
No log	3.2642	346	0.5298	0.6069	0.5298	0.7279
No log	3.2830	348	0.6156	0.6288	0.6156	0.7846
No log	3.3019	350	0.7909	0.6288	0.7909	0.8894
No log	3.3208	352	0.8265	0.6288	0.8265	0.9091
No log	3.3396	354	0.7443	0.6288	0.7443	0.8627
No log	3.3585	356	0.6438	0.6488	0.6438	0.8024
No log	3.3774	358	0.6371	0.6939	0.6371	0.7982
No log	3.3962	360	0.7075	0.6488	0.7075	0.8411
No log	3.4151	362	0.6562	0.6939	0.6562	0.8101
No log	3.4340	364	0.5884	0.6939	0.5884	0.7671
No log	3.4528	366	0.5017	0.7077	0.5017	0.7083
No log	3.4717	368	0.4993	0.7077	0.4993	0.7066
No log	3.4906	370	0.5964	0.6939	0.5964	0.7723
No log	3.5094	372	0.6812	0.7343	0.6812	0.8254
No log	3.5283	374	0.7653	0.6929	0.7653	0.8748
No log	3.5472	376	0.7893	0.6975	0.7893	0.8884
No log	3.5660	378	0.7534	0.6929	0.7534	0.8680
No log	3.5849	380	0.6587	0.6488	0.6587	0.8116
No log	3.6038	382	0.5890	0.6488	0.5890	0.7675
No log	3.6226	384	0.6140	0.6529	0.6140	0.7836
No log	3.6415	386	0.7015	0.6288	0.7015	0.8376
No log	3.6604	388	0.8022	0.6288	0.8022	0.8957
No log	3.6792	390	0.8320	0.6288	0.8320	0.9122
No log	3.6981	392	0.7441	0.6288	0.7441	0.8626
No log	3.7170	394	0.6101	0.6488	0.6101	0.7811
No log	3.7358	396	0.5188	0.6849	0.5188	0.7203
No log	3.7547	398	0.5001	0.6849	0.5001	0.7071
No log	3.7736	400	0.5440	0.6755	0.5440	0.7376
No log	3.7925	402	0.6266	0.6792	0.6266	0.7916
No log	3.8113	404	0.6511	0.7178	0.6511	0.8069
No log	3.8302	406	0.6115	0.6792	0.6115	0.7820
No log	3.8491	408	0.6634	0.7340	0.6634	0.8145
No log	3.8679	410	0.7175	0.7340	0.7175	0.8471
No log	3.8868	412	0.7821	0.6332	0.7821	0.8844
No log	3.9057	414	0.7983	0.6288	0.7983	0.8935
No log	3.9245	416	0.7837	0.6288	0.7837	0.8853
No log	3.9434	418	0.7461	0.6288	0.7461	0.8638
No log	3.9623	420	0.7096	0.6529	0.7096	0.8424
No log	3.9811	422	0.6944	0.6529	0.6944	0.8333
No log	4.0	424	0.6486	0.6529	0.6486	0.8053
No log	4.0189	426	0.6336	0.6529	0.6336	0.7960
No log	4.0377	428	0.6222	0.6529	0.6222	0.7888
No log	4.0566	430	0.6192	0.6529	0.6192	0.7869
No log	4.0755	432	0.6407	0.6529	0.6407	0.8004
No log	4.0943	434	0.6091	0.6288	0.6091	0.7805
No log	4.1132	436	0.6055	0.6288	0.6055	0.7781
No log	4.1321	438	0.6449	0.6288	0.6449	0.8031
No log	4.1509	440	0.6430	0.6288	0.6430	0.8019
No log	4.1698	442	0.6204	0.6288	0.6204	0.7876
No log	4.1887	444	0.5904	0.6529	0.5904	0.7683
No log	4.2075	446	0.5245	0.6767	0.5245	0.7242
No log	4.2264	448	0.5577	0.6574	0.5577	0.7468
No log	4.2453	450	0.6608	0.6840	0.6608	0.8129
No log	4.2642	452	0.8374	0.7028	0.8374	0.9151
No log	4.2830	454	0.9332	0.6758	0.9332	0.9660
No log	4.3019	456	0.9131	0.6721	0.9131	0.9556
No log	4.3208	458	0.7977	0.6529	0.7977	0.8931
No log	4.3396	460	0.6420	0.6336	0.6420	0.8012
No log	4.3585	462	0.5221	0.6809	0.5221	0.7225
No log	4.3774	464	0.4784	0.7040	0.4784	0.6916
No log	4.3962	466	0.4835	0.7040	0.4835	0.6953
No log	4.4151	468	0.5191	0.6574	0.5191	0.7205
No log	4.4340	470	0.5904	0.6529	0.5904	0.7684
No log	4.4528	472	0.6753	0.6529	0.6753	0.8218
No log	4.4717	474	0.7702	0.6288	0.7702	0.8776
No log	4.4906	476	0.8296	0.6288	0.8296	0.9108
No log	4.5094	478	0.8397	0.6288	0.8397	0.9164
No log	4.5283	480	0.8032	0.6288	0.8032	0.8962
No log	4.5472	482	0.6973	0.6529	0.6973	0.8351
No log	4.5660	484	0.5872	0.6809	0.5872	0.7663
No log	4.5849	486	0.5278	0.6976	0.5278	0.7265
No log	4.6038	488	0.4827	0.6976	0.4827	0.6947
No log	4.6226	490	0.4967	0.6976	0.4967	0.7048
No log	4.6415	492	0.5187	0.6976	0.5187	0.7202
No log	4.6604	494	0.5834	0.6976	0.5834	0.7638
No log	4.6792	496	0.6304	0.7160	0.6304	0.7940
No log	4.6981	498	0.6403	0.6939	0.6403	0.8002
0.2266	4.7170	500	0.5866	0.7160	0.5866	0.7659
0.2266	4.7358	502	0.5033	0.6976	0.5033	0.7094
0.2266	4.7547	504	0.3844	0.7303	0.3844	0.6200
0.2266	4.7736	506	0.3397	0.8054	0.3397	0.5828
0.2266	4.7925	508	0.3347	0.7716	0.3347	0.5786
0.2266	4.8113	510	0.3622	0.8054	0.3622	0.6018
0.2266	4.8302	512	0.3914	0.7303	0.3914	0.6256
0.2266	4.8491	514	0.4587	0.7722	0.4587	0.6772
0.2266	4.8679	516	0.5117	0.7002	0.5117	0.7153
0.2266	4.8868	518	0.4984	0.6809	0.4984	0.7060
0.2266	4.9057	520	0.4566	0.7149	0.4566	0.6757
0.2266	4.9245	522	0.4504	0.7393	0.4504	0.6711
0.2266	4.9434	524	0.4543	0.6811	0.4543	0.6740
0.2266	4.9623	526	0.4271	0.7393	0.4271	0.6535
0.2266	4.9811	528	0.4187	0.8025	0.4187	0.6470
0.2266	5.0	530	0.4010	0.8025	0.4010	0.6332
0.2266	5.0189	532	0.3830	0.7680	0.3830	0.6189
0.2266	5.0377	534	0.3901	0.7680	0.3901	0.6246
0.2266	5.0566	536	0.4289	0.8025	0.4289	0.6549
0.2266	5.0755	538	0.4978	0.6909	0.4978	0.7056
0.2266	5.0943	540	0.5267	0.6809	0.5267	0.7257
0.2266	5.1132	542	0.4971	0.6909	0.4971	0.7051
0.2266	5.1321	544	0.4600	0.7149	0.4600	0.6783
0.2266	5.1509	546	0.4710	0.7149	0.4710	0.6863
0.2266	5.1698	548	0.5304	0.7040	0.5304	0.7283
0.2266	5.1887	550	0.5699	0.6976	0.5699	0.7549
0.2266	5.2075	552	0.5804	0.7373	0.5804	0.7618
0.2266	5.2264	554	0.5507	0.7373	0.5507	0.7421
0.2266	5.2453	556	0.5317	0.7373	0.5317	0.7292
0.2266	5.2642	558	0.5003	0.7077	0.5003	0.7073
0.2266	5.2830	560	0.4643	0.7149	0.4643	0.6814
0.2266	5.3019	562	0.4728	0.7149	0.4728	0.6876
0.2266	5.3208	564	0.5089	0.7149	0.5089	0.7134
0.2266	5.3396	566	0.5689	0.7002	0.5689	0.7542
0.2266	5.3585	568	0.6662	0.6767	0.6662	0.8162
0.2266	5.3774	570	0.7399	0.6529	0.7399	0.8602
0.2266	5.3962	572	0.7622	0.6529	0.7622	0.8730
0.2266	5.4151	574	0.7332	0.6767	0.7332	0.8563
0.2266	5.4340	576	0.6647	0.6767	0.6647	0.8153
0.2266	5.4528	578	0.6007	0.7040	0.6007	0.7750
0.2266	5.4717	580	0.5332	0.7040	0.5332	0.7302
0.2266	5.4906	582	0.4931	0.6976	0.4931	0.7022
0.2266	5.5094	584	0.4851	0.7373	0.4851	0.6965
0.2266	5.5283	586	0.5171	0.7373	0.5171	0.7191
0.2266	5.5472	588	0.5935	0.7451	0.5935	0.7704
0.2266	5.5660	590	0.6488	0.7024	0.6488	0.8055
0.2266	5.5849	592	0.6583	0.7206	0.6583	0.8113
0.2266	5.6038	594	0.6264	0.6767	0.6264	0.7915
0.2266	5.6226	596	0.5709	0.6574	0.5709	0.7556
0.2266	5.6415	598	0.5670	0.6767	0.5670	0.7530
0.2266	5.6604	600	0.5526	0.6767	0.5526	0.7434
0.2266	5.6792	602	0.5684	0.6767	0.5684	0.7539
0.2266	5.6981	604	0.6432	0.7206	0.6432	0.8020
0.2266	5.7170	606	0.6710	0.7212	0.6710	0.8192
0.2266	5.7358	608	0.6447	0.7212	0.6447	0.8029
0.2266	5.7547	610	0.5891	0.7002	0.5891	0.7676
0.2266	5.7736	612	0.5631	0.6809	0.5631	0.7504
0.2266	5.7925	614	0.5675	0.6809	0.5675	0.7533
0.2266	5.8113	616	0.5615	0.6809	0.5615	0.7494
0.2266	5.8302	618	0.5317	0.7040	0.5317	0.7292
0.2266	5.8491	620	0.4701	0.7077	0.4701	0.6856
0.2266	5.8679	622	0.4513	0.7077	0.4513	0.6718
0.2266	5.8868	624	0.4489	0.7077	0.4489	0.6700
0.2266	5.9057	626	0.5028	0.7077	0.5028	0.7091
0.2266	5.9245	628	0.5615	0.6976	0.5615	0.7493
0.2266	5.9434	630	0.6213	0.7373	0.6213	0.7883
0.2266	5.9623	632	0.6342	0.7373	0.6342	0.7964
0.2266	5.9811	634	0.6361	0.7373	0.6361	0.7976
0.2266	6.0	636	0.6126	0.7040	0.6126	0.7827
0.2266	6.0189	638	0.5907	0.7040	0.5907	0.7686
0.2266	6.0377	640	0.5720	0.7040	0.5720	0.7563
0.2266	6.0566	642	0.5381	0.7040	0.5381	0.7335
0.2266	6.0755	644	0.5030	0.7077	0.5030	0.7092
0.2266	6.0943	646	0.4700	0.7077	0.4700	0.6856
0.2266	6.1132	648	0.4811	0.7149	0.4811	0.6936
0.2266	6.1321	650	0.4891	0.7149	0.4891	0.6994
0.2266	6.1509	652	0.4893	0.7077	0.4893	0.6995
0.2266	6.1698	654	0.4667	0.7077	0.4667	0.6832
0.2266	6.1887	656	0.4395	0.7619	0.4395	0.6630
0.2266	6.2075	658	0.4552	0.7077	0.4552	0.6747
0.2266	6.2264	660	0.4892	0.7077	0.4892	0.6994
0.2266	6.2453	662	0.5287	0.7149	0.5287	0.7271
0.2266	6.2642	664	0.5445	0.7077	0.5445	0.7379
0.2266	6.2830	666	0.5333	0.7077	0.5333	0.7303
0.2266	6.3019	668	0.5192	0.7077	0.5192	0.7205
0.2266	6.3208	670	0.4918	0.7077	0.4918	0.7013
0.2266	6.3396	672	0.4598	0.7077	0.4598	0.6781
0.2266	6.3585	674	0.4474	0.7077	0.4474	0.6689
0.2266	6.3774	676	0.5004	0.6976	0.5004	0.7074
0.2266	6.3962	678	0.5572	0.6976	0.5572	0.7465
0.2266	6.4151	680	0.5671	0.6976	0.5671	0.7530
0.2266	6.4340	682	0.5690	0.6976	0.5690	0.7543
0.2266	6.4528	684	0.5813	0.6976	0.5813	0.7624
0.2266	6.4717	686	0.5809	0.6976	0.5809	0.7621
0.2266	6.4906	688	0.5856	0.7040	0.5856	0.7652
0.2266	6.5094	690	0.6030	0.6976	0.6030	0.7765
0.2266	6.5283	692	0.6214	0.7451	0.6214	0.7883
0.2266	6.5472	694	0.6203	0.7373	0.6203	0.7876
0.2266	6.5660	696	0.6138	0.7368	0.6138	0.7835
0.2266	6.5849	698	0.5816	0.6976	0.5816	0.7627
0.2266	6.6038	700	0.5663	0.6976	0.5663	0.7525
0.2266	6.6226	702	0.5667	0.6976	0.5667	0.7528
0.2266	6.6415	704	0.5659	0.6976	0.5659	0.7522
0.2266	6.6604	706	0.5224	0.6976	0.5224	0.7228
0.2266	6.6792	708	0.4574	0.6976	0.4574	0.6763
0.2266	6.6981	710	0.4158	0.7619	0.4158	0.6448
0.2266	6.7170	712	0.4125	0.8202	0.4125	0.6423
0.2266	6.7358	714	0.4299	0.7495	0.4299	0.6557
0.2266	6.7547	716	0.4768	0.6976	0.4768	0.6905
0.2266	6.7736	718	0.5235	0.6976	0.5235	0.7235
0.2266	6.7925	720	0.5550	0.7234	0.5550	0.7450
0.2266	6.8113	722	0.5855	0.6767	0.5855	0.7652
0.2266	6.8302	724	0.5986	0.6767	0.5986	0.7737
0.2266	6.8491	726	0.6040	0.6767	0.6040	0.7772
0.2266	6.8679	728	0.6065	0.6767	0.6065	0.7788
0.2266	6.8868	730	0.5928	0.6767	0.5928	0.7699
0.2266	6.9057	732	0.6000	0.6767	0.6000	0.7746
0.2266	6.9245	734	0.5982	0.6767	0.5982	0.7734
0.2266	6.9434	736	0.5592	0.6767	0.5592	0.7478
0.2266	6.9623	738	0.5093	0.6868	0.5093	0.7136
0.2266	6.9811	740	0.4746	0.7442	0.4746	0.6889
0.2266	7.0	742	0.4597	0.7229	0.4597	0.6780
0.2266	7.0189	744	0.4497	0.6875	0.4497	0.6706
0.2266	7.0377	746	0.4568	0.7477	0.4568	0.6758
0.2266	7.0566	748	0.4890	0.7351	0.4890	0.6993
0.2266	7.0755	750	0.5134	0.6809	0.5134	0.7165
0.2266	7.0943	752	0.5185	0.7040	0.5185	0.7201
0.2266	7.1132	754	0.5104	0.7040	0.5104	0.7144
0.2266	7.1321	756	0.4897	0.7040	0.4897	0.6998
0.2266	7.1509	758	0.4724	0.7040	0.4724	0.6873
0.2266	7.1698	760	0.4596	0.7588	0.4596	0.6779
0.2266	7.1887	762	0.4789	0.7040	0.4789	0.6921
0.2266	7.2075	764	0.5017	0.7040	0.5017	0.7083
0.2266	7.2264	766	0.5299	0.7040	0.5299	0.7280
0.2266	7.2453	768	0.5240	0.6809	0.5240	0.7239
0.2266	7.2642	770	0.5287	0.6809	0.5287	0.7271
0.2266	7.2830	772	0.5538	0.6574	0.5538	0.7442
0.2266	7.3019	774	0.5427	0.6809	0.5428	0.7367
0.2266	7.3208	776	0.5352	0.6809	0.5352	0.7316
0.2266	7.3396	778	0.5411	0.6809	0.5411	0.7356
0.2266	7.3585	780	0.5634	0.6574	0.5634	0.7506
0.2266	7.3774	782	0.5788	0.6336	0.5788	0.7608
0.2266	7.3962	784	0.5734	0.6336	0.5734	0.7572
0.2266	7.4151	786	0.5662	0.6336	0.5662	0.7525
0.2266	7.4340	788	0.5680	0.6336	0.5680	0.7537
0.2266	7.4528	790	0.5791	0.6336	0.5791	0.7610
0.2266	7.4717	792	0.5961	0.6336	0.5961	0.7721
0.2266	7.4906	794	0.6046	0.6336	0.6046	0.7776
0.2266	7.5094	796	0.5989	0.6574	0.5989	0.7739
0.2266	7.5283	798	0.5850	0.6574	0.5850	0.7648
0.2266	7.5472	800	0.5913	0.6574	0.5913	0.7689
0.2266	7.5660	802	0.6041	0.6574	0.6041	0.7772
0.2266	7.5849	804	0.6165	0.6574	0.6165	0.7852
0.2266	7.6038	806	0.6256	0.6767	0.6256	0.7910
0.2266	7.6226	808	0.6281	0.6767	0.6281	0.7926
0.2266	7.6415	810	0.6210	0.6767	0.6210	0.7880
0.2266	7.6604	812	0.6229	0.6767	0.6229	0.7893
0.2266	7.6792	814	0.6234	0.6767	0.6234	0.7895
0.2266	7.6981	816	0.6109	0.6767	0.6109	0.7816
0.2266	7.7170	818	0.5852	0.6574	0.5852	0.7650
0.2266	7.7358	820	0.5668	0.6574	0.5668	0.7528
0.2266	7.7547	822	0.5418	0.6667	0.5418	0.7361
0.2266	7.7736	824	0.5438	0.6667	0.5438	0.7375
0.2266	7.7925	826	0.5743	0.6667	0.5743	0.7578
0.2266	7.8113	828	0.6130	0.6574	0.6130	0.7829
0.2266	7.8302	830	0.6406	0.6767	0.6406	0.8004
0.2266	7.8491	832	0.6547	0.6529	0.6547	0.8092
0.2266	7.8679	834	0.6725	0.6288	0.6725	0.8201
0.2266	7.8868	836	0.6742	0.6288	0.6742	0.8211
0.2266	7.9057	838	0.6660	0.6288	0.6660	0.8161
0.2266	7.9245	840	0.6497	0.6288	0.6497	0.8060
0.2266	7.9434	842	0.6347	0.6288	0.6347	0.7967
0.2266	7.9623	844	0.6290	0.6767	0.6290	0.7931
0.2266	7.9811	846	0.6487	0.6288	0.6487	0.8054
0.2266	8.0	848	0.6706	0.6288	0.6706	0.8189
0.2266	8.0189	850	0.6887	0.6288	0.6887	0.8299
0.2266	8.0377	852	0.6925	0.6768	0.6925	0.8322
0.2266	8.0566	854	0.6810	0.6768	0.6810	0.8252
0.2266	8.0755	856	0.6708	0.6768	0.6708	0.8190
0.2266	8.0943	858	0.6606	0.6988	0.6606	0.8128
0.2266	8.1132	860	0.6522	0.7206	0.6522	0.8076
0.2266	8.1321	862	0.6339	0.7024	0.6339	0.7962
0.2266	8.1509	864	0.6261	0.7024	0.6261	0.7912
0.2266	8.1698	866	0.6263	0.6627	0.6263	0.7914
0.2266	8.1887	868	0.6191	0.6627	0.6191	0.7868
0.2266	8.2075	870	0.5920	0.6627	0.5920	0.7694
0.2266	8.2264	872	0.5655	0.6844	0.5655	0.7520
0.2266	8.2453	874	0.5616	0.6844	0.5616	0.7494
0.2266	8.2642	876	0.5669	0.6809	0.5669	0.7529
0.2266	8.2830	878	0.5630	0.6809	0.5630	0.7504
0.2266	8.3019	880	0.5666	0.6809	0.5666	0.7528
0.2266	8.3208	882	0.5767	0.6809	0.5767	0.7594
0.2266	8.3396	884	0.5826	0.7024	0.5826	0.7633
0.2266	8.3585	886	0.6046	0.7024	0.6046	0.7775
0.2266	8.3774	888	0.6113	0.7024	0.6113	0.7819
0.2266	8.3962	890	0.6147	0.7024	0.6147	0.7840
0.2266	8.4151	892	0.6279	0.6988	0.6279	0.7924
0.2266	8.4340	894	0.6293	0.7206	0.6293	0.7933
0.2266	8.4528	896	0.6344	0.6988	0.6344	0.7965
0.2266	8.4717	898	0.6413	0.6988	0.6413	0.8008
0.2266	8.4906	900	0.6434	0.6988	0.6434	0.8021
0.2266	8.5094	902	0.6379	0.6988	0.6379	0.7987
0.2266	8.5283	904	0.6371	0.6988	0.6371	0.7982
0.2266	8.5472	906	0.6286	0.6988	0.6286	0.7928
0.2266	8.5660	908	0.6121	0.6988	0.6121	0.7824
0.2266	8.5849	910	0.6073	0.6988	0.6073	0.7793
0.2266	8.6038	912	0.6157	0.6988	0.6157	0.7847
0.2266	8.6226	914	0.6276	0.6988	0.6276	0.7922
0.2266	8.6415	916	0.6287	0.6988	0.6287	0.7929
0.2266	8.6604	918	0.6391	0.6988	0.6391	0.7995
0.2266	8.6792	920	0.6383	0.6988	0.6383	0.7989
0.2266	8.6981	922	0.6456	0.6988	0.6456	0.8035
0.2266	8.7170	924	0.6604	0.6988	0.6604	0.8126
0.2266	8.7358	926	0.6657	0.6988	0.6657	0.8159
0.2266	8.7547	928	0.6587	0.6988	0.6587	0.8116
0.2266	8.7736	930	0.6399	0.6988	0.6399	0.7999
0.2266	8.7925	932	0.6263	0.6988	0.6263	0.7914
0.2266	8.8113	934	0.6275	0.7206	0.6275	0.7922
0.2266	8.8302	936	0.6393	0.6988	0.6393	0.7996
0.2266	8.8491	938	0.6535	0.6988	0.6535	0.8084
0.2266	8.8679	940	0.6678	0.6988	0.6678	0.8172
0.2266	8.8868	942	0.6714	0.6988	0.6714	0.8194
0.2266	8.9057	944	0.6652	0.6988	0.6652	0.8156
0.2266	8.9245	946	0.6580	0.6988	0.6580	0.8112
0.2266	8.9434	948	0.6557	0.6988	0.6557	0.8097
0.2266	8.9623	950	0.6550	0.6988	0.6550	0.8093
0.2266	8.9811	952	0.6579	0.6988	0.6579	0.8111
0.2266	9.0	954	0.6583	0.6988	0.6583	0.8114
0.2266	9.0189	956	0.6651	0.6988	0.6651	0.8156
0.2266	9.0377	958	0.6609	0.6988	0.6609	0.8129
0.2266	9.0566	960	0.6538	0.6988	0.6538	0.8086
0.2266	9.0755	962	0.6497	0.7024	0.6497	0.8060
0.2266	9.0943	964	0.6492	0.7024	0.6492	0.8057
0.2266	9.1132	966	0.6430	0.7024	0.6430	0.8019
0.2266	9.1321	968	0.6407	0.7024	0.6407	0.8005
0.2266	9.1509	970	0.6359	0.7024	0.6359	0.7974
0.2266	9.1698	972	0.6263	0.7024	0.6263	0.7914
0.2266	9.1887	974	0.6143	0.7024	0.6143	0.7838
0.2266	9.2075	976	0.6007	0.7024	0.6007	0.7750
0.2266	9.2264	978	0.5991	0.7024	0.5991	0.7740
0.2266	9.2453	980	0.5995	0.7024	0.5995	0.7743
0.2266	9.2642	982	0.5970	0.7024	0.5970	0.7727
0.2266	9.2830	984	0.5956	0.7024	0.5956	0.7718
0.2266	9.3019	986	0.6007	0.7024	0.6007	0.7751
0.2266	9.3208	988	0.6090	0.7024	0.6090	0.7804
0.2266	9.3396	990	0.6136	0.7024	0.6136	0.7833
0.2266	9.3585	992	0.6111	0.7024	0.6111	0.7817
0.2266	9.3774	994	0.6050	0.7239	0.6050	0.7778
0.2266	9.3962	996	0.6024	0.7239	0.6024	0.7761
0.2266	9.4151	998	0.5950	0.7239	0.5950	0.7713
0.0645	9.4340	1000	0.5841	0.7239	0.5841	0.7643
0.0645	9.4528	1002	0.5716	0.7239	0.5716	0.7560
0.0645	9.4717	1004	0.5664	0.7239	0.5664	0.7526
0.0645	9.4906	1006	0.5619	0.7239	0.5619	0.7496
0.0645	9.5094	1008	0.5575	0.6809	0.5575	0.7466
0.0645	9.5283	1010	0.5570	0.6809	0.5570	0.7463
0.0645	9.5472	1012	0.5577	0.6809	0.5577	0.7468
0.0645	9.5660	1014	0.5588	0.6809	0.5588	0.7475
0.0645	9.5849	1016	0.5633	0.7239	0.5633	0.7505
0.0645	9.6038	1018	0.5697	0.7239	0.5697	0.7548
0.0645	9.6226	1020	0.5747	0.7239	0.5747	0.7581
0.0645	9.6415	1022	0.5813	0.7239	0.5813	0.7624
0.0645	9.6604	1024	0.5891	0.7239	0.5891	0.7675
0.0645	9.6792	1026	0.5957	0.7239	0.5957	0.7718
0.0645	9.6981	1028	0.5992	0.7239	0.5992	0.7741
0.0645	9.7170	1030	0.6001	0.7024	0.6001	0.7747
0.0645	9.7358	1032	0.6018	0.7024	0.6018	0.7757
0.0645	9.7547	1034	0.6049	0.7024	0.6049	0.7777
0.0645	9.7736	1036	0.6073	0.7024	0.6073	0.7793
0.0645	9.7925	1038	0.6102	0.7024	0.6102	0.7811
0.0645	9.8113	1040	0.6120	0.7024	0.6120	0.7823
0.0645	9.8302	1042	0.6125	0.7024	0.6125	0.7827
0.0645	9.8491	1044	0.6119	0.7024	0.6119	0.7822
0.0645	9.8679	1046	0.6109	0.7024	0.6109	0.7816
0.0645	9.8868	1048	0.6103	0.7024	0.6103	0.7812
0.0645	9.9057	1050	0.6086	0.7024	0.6086	0.7801
0.0645	9.9245	1052	0.6076	0.7024	0.6076	0.7795
0.0645	9.9434	1054	0.6068	0.7024	0.6068	0.7790
0.0645	9.9623	1056	0.6062	0.7024	0.6062	0.7786
0.0645	9.9811	1058	0.6059	0.7024	0.6059	0.7784
0.0645	10.0	1060	0.6056	0.7024	0.6056	0.7782

Framework versions

Transformers 4.44.2
Pytorch 2.4.0+cu118
Datasets 2.21.0
Tokenizers 0.19.1

MayBashendy/Arabic_FineTuningAraBERT_AugV0_k40_task5_organization_fold0

Arabic_FineTuningAraBERT_AugV0_k40_task5_organization_fold0

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

MayBashendy/
Arabic_FineTuningAraBERT_AugV0_k40_task5_organization_fold0