Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0182	2	5.8301	-0.0422	5.8301	2.4146
No log	0.0364	4	4.3677	0.0235	4.3677	2.0899
No log	0.0545	6	2.6647	-0.0310	2.6647	1.6324
No log	0.0727	8	1.3154	0.0	1.3154	1.1469
No log	0.0909	10	0.9510	-0.0518	0.9510	0.9752
No log	0.1091	12	1.0915	0.1901	1.0915	1.0447
No log	0.1273	14	1.5080	0.1656	1.5080	1.2280
No log	0.1455	16	1.1870	0.1532	1.1870	1.0895
No log	0.1636	18	0.9702	0.1250	0.9702	0.9850
No log	0.1818	20	0.9564	0.0780	0.9564	0.9780
No log	0.2	22	1.0188	0.1043	1.0188	1.0094
No log	0.2182	24	0.9923	0.1250	0.9923	0.9962
No log	0.2364	26	1.1333	0.0968	1.1333	1.0646
No log	0.2545	28	1.1272	0.1283	1.1272	1.0617
No log	0.2727	30	0.9618	0.1250	0.9618	0.9807
No log	0.2909	32	0.8679	0.3913	0.8679	0.9316
No log	0.3091	34	0.8473	0.4302	0.8473	0.9205
No log	0.3273	36	0.8441	0.4	0.8441	0.9187
No log	0.3455	38	0.8020	0.4199	0.8020	0.8956
No log	0.3636	40	0.7700	0.4199	0.7700	0.8775
No log	0.3818	42	0.9050	0.3317	0.9050	0.9513
No log	0.4	44	0.8918	0.4286	0.8918	0.9443
No log	0.4182	46	0.6874	0.5579	0.6874	0.8291
No log	0.4364	48	0.6516	0.5134	0.6516	0.8072
No log	0.4545	50	0.6505	0.5134	0.6505	0.8066
No log	0.4727	52	0.7126	0.5579	0.7126	0.8441
No log	0.4909	54	0.7097	0.3913	0.7097	0.8425
No log	0.5091	56	0.8378	0.4199	0.8378	0.9153
No log	0.5273	58	0.9690	0.5017	0.9690	0.9844
No log	0.5455	60	1.4020	0.3887	1.4020	1.1841
No log	0.5636	62	1.7347	0.2261	1.7347	1.3171
No log	0.5818	64	1.6222	0.3077	1.6222	1.2737
No log	0.6	66	1.1318	0.4474	1.1318	1.0639
No log	0.6182	68	0.7891	0.4560	0.7891	0.8883
No log	0.6364	70	0.7437	0.3708	0.7437	0.8624
No log	0.6545	72	0.7975	0.3708	0.7975	0.8930
No log	0.6727	74	0.7462	0.3708	0.7462	0.8638
No log	0.6909	76	0.6807	0.2391	0.6807	0.8251
No log	0.7091	78	0.6973	0.3383	0.6973	0.8351
No log	0.7273	80	0.8416	0.3488	0.8416	0.9174
No log	0.7455	82	0.8178	0.3488	0.8178	0.9043
No log	0.7636	84	0.7467	0.3383	0.7467	0.8641
No log	0.7818	86	0.7337	0.3383	0.7337	0.8565
No log	0.8	88	0.7051	0.2391	0.7051	0.8397
No log	0.8182	90	0.6938	0.2391	0.6938	0.8330
No log	0.8364	92	0.6791	0.2391	0.6791	0.8241
No log	0.8545	94	0.6611	0.2391	0.6611	0.8131
No log	0.8727	96	0.6627	0.3425	0.6627	0.8140
No log	0.8909	98	0.6715	0.4400	0.6715	0.8195
No log	0.9091	100	0.6723	0.4400	0.6723	0.8200
No log	0.9273	102	0.7501	0.3745	0.7501	0.8661
No log	0.9455	104	0.7639	0.3745	0.7639	0.8740
No log	0.9636	106	0.6499	0.5789	0.6499	0.8061
No log	0.9818	108	0.5877	0.6182	0.5877	0.7666
No log	1.0	110	0.5553	0.6613	0.5553	0.7452
No log	1.0182	112	0.5695	0.6613	0.5695	0.7547
No log	1.0364	114	0.5303	0.5545	0.5303	0.7282
No log	1.0545	116	0.4979	0.4955	0.4979	0.7056
No log	1.0727	118	0.5105	0.5643	0.5105	0.7145
No log	1.0909	120	0.5738	0.5172	0.5738	0.7575
No log	1.1091	122	0.5609	0.5172	0.5609	0.7490
No log	1.1273	124	0.5208	0.5882	0.5208	0.7217
No log	1.1455	126	0.5649	0.6851	0.5649	0.7516
No log	1.1636	128	0.6466	0.6851	0.6466	0.8041
No log	1.1818	130	0.6937	0.6733	0.6937	0.8329
No log	1.2	132	0.7024	0.6733	0.7024	0.8381
No log	1.2182	134	0.6989	0.6733	0.6989	0.8360
No log	1.2364	136	0.7040	0.6667	0.7040	0.8391
No log	1.2545	138	0.7868	0.56	0.7868	0.8870
No log	1.2727	140	0.7159	0.6456	0.7159	0.8461
No log	1.2909	142	0.6164	0.6762	0.6164	0.7851
No log	1.3091	144	0.7212	0.5299	0.7212	0.8492
No log	1.3273	146	0.8388	0.4167	0.8388	0.9159
No log	1.3455	148	0.8195	0.4701	0.8195	0.9053
No log	1.3636	150	0.6999	0.5056	0.6999	0.8366
No log	1.3818	152	0.6450	0.5078	0.6450	0.8031
No log	1.4	154	0.6278	0.5116	0.6278	0.7923
No log	1.4182	156	0.5987	0.4979	0.5987	0.7738
No log	1.4364	158	0.5698	0.5484	0.5698	0.7548
No log	1.4545	160	0.5544	0.5405	0.5544	0.7446
No log	1.4727	162	0.5585	0.6097	0.5585	0.7474
No log	1.4909	164	0.5315	0.6202	0.5315	0.7291
No log	1.5091	166	0.5259	0.6202	0.5259	0.7252
No log	1.5273	168	0.5235	0.6202	0.5235	0.7236
No log	1.5455	170	0.5293	0.6617	0.5293	0.7276
No log	1.5636	172	0.5103	0.6056	0.5103	0.7144
No log	1.5818	174	0.5372	0.7317	0.5372	0.7330
No log	1.6	176	0.5409	0.6776	0.5409	0.7355
No log	1.6182	178	0.5078	0.6441	0.5078	0.7126
No log	1.6364	180	0.5439	0.6316	0.5439	0.7375
No log	1.6545	182	0.5308	0.6617	0.5308	0.7286
No log	1.6727	184	0.4886	0.7552	0.4886	0.6990
No log	1.6909	186	0.5125	0.7442	0.5125	0.7159
No log	1.7091	188	0.5552	0.6918	0.5552	0.7451
No log	1.7273	190	0.5640	0.6242	0.5640	0.7510
No log	1.7455	192	0.5418	0.6818	0.5418	0.7361
No log	1.7636	194	0.6009	0.6316	0.6009	0.7752
No log	1.7818	196	0.7164	0.4659	0.7164	0.8464
No log	1.8	198	0.6554	0.6345	0.6554	0.8096
No log	1.8182	200	0.5028	0.6642	0.5028	0.7091
No log	1.8364	202	0.4114	0.7640	0.4114	0.6414
No log	1.8545	204	0.4549	0.7244	0.4549	0.6745
No log	1.8727	206	0.4780	0.7244	0.4780	0.6914
No log	1.8909	208	0.4245	0.7179	0.4245	0.6516
No log	1.9091	210	0.4527	0.72	0.4527	0.6728
No log	1.9273	212	0.4816	0.72	0.4816	0.6940
No log	1.9455	214	0.4953	0.7063	0.4953	0.7038
No log	1.9636	216	0.4962	0.6762	0.4962	0.7044
No log	1.9818	218	0.5247	0.7692	0.5247	0.7244
No log	2.0	220	0.5082	0.7692	0.5082	0.7129
No log	2.0182	222	0.4857	0.6978	0.4857	0.6969
No log	2.0364	224	0.4707	0.6978	0.4707	0.6861
No log	2.0545	226	0.5052	0.6316	0.5052	0.7108
No log	2.0727	228	0.5170	0.7063	0.5170	0.7190
No log	2.0909	230	0.5224	0.7063	0.5224	0.7228
No log	2.1091	232	0.4876	0.6978	0.4876	0.6983
No log	2.1273	234	0.4824	0.7535	0.4824	0.6946
No log	2.1455	236	0.4600	0.6978	0.4600	0.6783
No log	2.1636	238	0.4840	0.6980	0.4840	0.6957
No log	2.1818	240	0.4805	0.6980	0.4805	0.6932
No log	2.2	242	0.4747	0.6980	0.4747	0.6890
No log	2.2182	244	0.4524	0.6980	0.4524	0.6726
No log	2.2364	246	0.4124	0.72	0.4124	0.6422
No log	2.2545	248	0.4281	0.6667	0.4281	0.6543
No log	2.2727	250	0.4234	0.6667	0.4234	0.6507
No log	2.2909	252	0.4124	0.6818	0.4124	0.6422
No log	2.3091	254	0.4300	0.6557	0.4300	0.6557
No log	2.3273	256	0.4222	0.6557	0.4222	0.6497
No log	2.3455	258	0.4109	0.6818	0.4109	0.6410
No log	2.3636	260	0.4179	0.6818	0.4179	0.6464
No log	2.3818	262	0.4464	0.7138	0.4464	0.6681
No log	2.4	264	0.5650	0.6807	0.5650	0.7516
No log	2.4182	266	0.5724	0.7445	0.5724	0.7566
No log	2.4364	268	0.5085	0.6842	0.5085	0.7131
No log	2.4545	270	0.4423	0.6842	0.4423	0.6650
No log	2.4727	272	0.4114	0.6818	0.4114	0.6414
No log	2.4909	274	0.4128	0.6818	0.4128	0.6425
No log	2.5091	276	0.4353	0.7426	0.4353	0.6598
No log	2.5273	278	0.4625	0.7426	0.4625	0.6801
No log	2.5455	280	0.4946	0.7138	0.4946	0.7033
No log	2.5636	282	0.5197	0.7138	0.5197	0.7209
No log	2.5818	284	0.5458	0.6465	0.5458	0.7388
No log	2.6	286	0.5363	0.6573	0.5363	0.7323
No log	2.6182	288	0.5117	0.7181	0.5117	0.7153
No log	2.6364	290	0.5116	0.7907	0.5116	0.7153
No log	2.6545	292	0.5125	0.7482	0.5125	0.7159
No log	2.6727	294	0.5423	0.6465	0.5423	0.7364
No log	2.6909	296	0.5568	0.6667	0.5568	0.7462
No log	2.7091	298	0.5651	0.6667	0.5651	0.7517
No log	2.7273	300	0.5024	0.7336	0.5024	0.7088
No log	2.7455	302	0.4335	0.7907	0.4335	0.6584
No log	2.7636	304	0.4021	0.7907	0.4021	0.6341
No log	2.7818	306	0.3785	0.8069	0.3785	0.6153
No log	2.8	308	0.3695	0.8069	0.3695	0.6079
No log	2.8182	310	0.3579	0.8444	0.3579	0.5982
No log	2.8364	312	0.3605	0.7986	0.3605	0.6004
No log	2.8545	314	0.3911	0.7941	0.3911	0.6254
No log	2.8727	316	0.3948	0.7941	0.3948	0.6283
No log	2.8909	318	0.3863	0.7986	0.3863	0.6216
No log	2.9091	320	0.4210	0.8042	0.4210	0.6489
No log	2.9273	322	0.5141	0.6715	0.5141	0.7170
No log	2.9455	324	0.6706	0.6689	0.6706	0.8189
No log	2.9636	326	0.7764	0.6383	0.7764	0.8811
No log	2.9818	328	0.7409	0.6478	0.7409	0.8608
No log	3.0	330	0.6210	0.6580	0.6210	0.7880
No log	3.0182	332	0.4599	0.7	0.4599	0.6782
No log	3.0364	334	0.3674	0.8409	0.3674	0.6062
No log	3.0545	336	0.3493	0.8409	0.3493	0.5910
No log	3.0727	338	0.3561	0.6980	0.3561	0.5968
No log	3.0909	340	0.3568	0.6980	0.3568	0.5973
No log	3.1091	342	0.3672	0.6147	0.3672	0.6059
No log	3.1273	344	0.3772	0.6026	0.3772	0.6142
No log	3.1455	346	0.3641	0.6147	0.3641	0.6034
No log	3.1636	348	0.3330	0.8689	0.3330	0.5770
No log	3.1818	350	0.3265	0.8359	0.3265	0.5714
No log	3.2	352	0.3229	0.8689	0.3229	0.5683
No log	3.2182	354	0.3607	0.8218	0.3607	0.6006
No log	3.2364	356	0.3962	0.7426	0.3962	0.6294
No log	3.2545	358	0.5018	0.7	0.5018	0.7084
No log	3.2727	360	0.5269	0.7354	0.5269	0.7259
No log	3.2909	362	0.4169	0.7426	0.4169	0.6457
No log	3.3091	364	0.3502	0.8256	0.3502	0.5918
No log	3.3273	366	0.3405	0.8489	0.3405	0.5835
No log	3.3455	368	0.3474	0.8218	0.3474	0.5894
No log	3.3636	370	0.3868	0.6667	0.3868	0.6219
No log	3.3818	372	0.3571	0.7529	0.3571	0.5976
No log	3.4	374	0.3249	0.8339	0.3249	0.5700
No log	3.4182	376	0.3278	0.8339	0.3278	0.5725
No log	3.4364	378	0.3320	0.8339	0.3319	0.5762
No log	3.4545	380	0.3831	0.7492	0.3831	0.6190
No log	3.4727	382	0.4205	0.6899	0.4205	0.6484
No log	3.4909	384	0.3509	0.8121	0.3509	0.5924
No log	3.5091	386	0.3720	0.7820	0.3720	0.6099
No log	3.5273	388	0.4262	0.6715	0.4262	0.6529
No log	3.5455	390	0.4161	0.6715	0.4161	0.6451
No log	3.5636	392	0.3443	0.8218	0.3443	0.5868
No log	3.5818	394	0.3292	0.8082	0.3292	0.5738
No log	3.6	396	0.3262	0.7926	0.3262	0.5711
No log	3.6182	398	0.3375	0.8218	0.3375	0.5810
No log	3.6364	400	0.3891	0.6585	0.3891	0.6238
No log	3.6545	402	0.4209	0.6459	0.4209	0.6487
No log	3.6727	404	0.4417	0.7220	0.4417	0.6646
No log	3.6909	406	0.5006	0.7298	0.5006	0.7075
No log	3.7091	408	0.4693	0.7835	0.4693	0.6851
No log	3.7273	410	0.3888	0.8042	0.3888	0.6235
No log	3.7455	412	0.3739	0.8082	0.3739	0.6115
No log	3.7636	414	0.3675	0.8082	0.3675	0.6063
No log	3.7818	416	0.3897	0.7921	0.3897	0.6242
No log	3.8	418	0.4321	0.6784	0.4321	0.6573
No log	3.8182	420	0.3941	0.7709	0.3941	0.6278
No log	3.8364	422	0.3750	0.7709	0.3750	0.6124
No log	3.8545	424	0.3845	0.7709	0.3845	0.6201
No log	3.8727	426	0.4445	0.7	0.4445	0.6667
No log	3.8909	428	0.4828	0.7354	0.4828	0.6948
No log	3.9091	430	0.4487	0.7921	0.4487	0.6698
No log	3.9273	432	0.4426	0.7921	0.4426	0.6653
No log	3.9455	434	0.4546	0.7921	0.4546	0.6742
No log	3.9636	436	0.4644	0.7921	0.4644	0.6814
No log	3.9818	438	0.4936	0.7159	0.4936	0.7026
No log	4.0	440	0.5142	0.6866	0.5142	0.7171
No log	4.0182	442	0.4983	0.6866	0.4983	0.7059
No log	4.0364	444	0.4377	0.7605	0.4377	0.6616
No log	4.0545	446	0.4129	0.7921	0.4129	0.6426
No log	4.0727	448	0.3929	0.7921	0.3929	0.6268
No log	4.0909	450	0.4023	0.7921	0.4023	0.6342
No log	4.1091	452	0.4253	0.7921	0.4253	0.6521
No log	4.1273	454	0.4575	0.7325	0.4575	0.6764
No log	4.1455	456	0.4836	0.7619	0.4836	0.6954
No log	4.1636	458	0.5041	0.6934	0.5041	0.7100
No log	4.1818	460	0.4624	0.7220	0.4624	0.6800
No log	4.2	462	0.4020	0.7407	0.4020	0.6341
No log	4.2182	464	0.3732	0.7921	0.3732	0.6109
No log	4.2364	466	0.3738	0.7921	0.3738	0.6114
No log	4.2545	468	0.3918	0.7325	0.3918	0.6259
No log	4.2727	470	0.4256	0.7325	0.4256	0.6524
No log	4.2909	472	0.4729	0.7619	0.4729	0.6877
No log	4.3091	474	0.4623	0.7619	0.4623	0.6799
No log	4.3273	476	0.4417	0.7619	0.4417	0.6646
No log	4.3455	478	0.4525	0.7354	0.4525	0.6727
No log	4.3636	480	0.4430	0.7354	0.4430	0.6656
No log	4.3818	482	0.4682	0.7354	0.4682	0.6842
No log	4.4	484	0.4610	0.7354	0.4610	0.6790
No log	4.4182	486	0.4363	0.7407	0.4363	0.6606
No log	4.4364	488	0.4607	0.7143	0.4607	0.6787
No log	4.4545	490	0.4448	0.7407	0.4448	0.6670
No log	4.4727	492	0.3867	0.8042	0.3867	0.6219
No log	4.4909	494	0.3751	0.7921	0.3751	0.6125
No log	4.5091	496	0.3605	0.8121	0.3605	0.6004
No log	4.5273	498	0.3552	0.8082	0.3552	0.5960
0.4984	4.5455	500	0.3720	0.8042	0.3720	0.6099
0.4984	4.5636	502	0.3834	0.7921	0.3834	0.6192
0.4984	4.5818	504	0.3929	0.7921	0.3929	0.6269
0.4984	4.6	506	0.3799	0.8121	0.3799	0.6164
0.4984	4.6182	508	0.4052	0.7799	0.4052	0.6365
0.4984	4.6364	510	0.4447	0.7601	0.4447	0.6669
0.4984	4.6545	512	0.4597	0.7470	0.4597	0.6780
0.4984	4.6727	514	0.4830	0.7129	0.4830	0.6950
0.4984	4.6909	516	0.5494	0.7407	0.5494	0.7412
0.4984	4.7091	518	0.5688	0.6708	0.5688	0.7542
0.4984	4.7273	520	0.5769	0.6708	0.5769	0.7595
0.4984	4.7455	522	0.5342	0.7407	0.5342	0.7309
0.4984	4.7636	524	0.4457	0.7820	0.4457	0.6676
0.4984	4.7818	526	0.4113	0.7820	0.4113	0.6413
0.4984	4.8	528	0.3908	0.7820	0.3908	0.6251
0.4984	4.8182	530	0.3598	0.7986	0.3598	0.5999
0.4984	4.8364	532	0.3468	0.7986	0.3468	0.5889
0.4984	4.8545	534	0.3477	0.7986	0.3477	0.5897
0.4984	4.8727	536	0.3360	0.8165	0.3360	0.5797
0.4984	4.8909	538	0.3469	0.7742	0.3469	0.5890
0.4984	4.9091	540	0.3666	0.7388	0.3666	0.6055
0.4984	4.9273	542	0.3545	0.7742	0.3545	0.5954
0.4984	4.9455	544	0.3343	0.7464	0.3343	0.5782
0.4984	4.9636	546	0.3277	0.8165	0.3277	0.5725
0.4984	4.9818	548	0.3546	0.8042	0.3546	0.5955
0.4984	5.0	550	0.4086	0.7774	0.4086	0.6392
0.4984	5.0182	552	0.4039	0.8042	0.4039	0.6356
0.4984	5.0364	554	0.3782	0.8042	0.3782	0.6150
0.4984	5.0545	556	0.3759	0.8042	0.3759	0.6131
0.4984	5.0727	558	0.4312	0.7407	0.4312	0.6566
0.4984	5.0909	560	0.4887	0.7727	0.4887	0.6991
0.4984	5.1091	562	0.4492	0.7407	0.4492	0.6702
0.4984	5.1273	564	0.4108	0.7407	0.4108	0.6410
0.4984	5.1455	566	0.3551	0.7921	0.3551	0.5959
0.4984	5.1636	568	0.3456	0.7864	0.3456	0.5878
0.4984	5.1818	570	0.3857	0.7425	0.3857	0.6210
0.4984	5.2	572	0.4031	0.7425	0.4031	0.6349
0.4984	5.2182	574	0.3666	0.7635	0.3666	0.6055
0.4984	5.2364	576	0.3397	0.7864	0.3397	0.5828
0.4984	5.2545	578	0.3871	0.7921	0.3871	0.6222
0.4984	5.2727	580	0.4577	0.7407	0.4577	0.6765
0.4984	5.2909	582	0.4755	0.7407	0.4755	0.6896
0.4984	5.3091	584	0.4399	0.7325	0.4399	0.6633
0.4984	5.3273	586	0.3940	0.7712	0.3940	0.6277
0.4984	5.3455	588	0.4037	0.7616	0.4037	0.6353
0.4984	5.3636	590	0.4138	0.7853	0.4138	0.6433
0.4984	5.3818	592	0.4340	0.7616	0.4340	0.6588
0.4984	5.4	594	0.4623	0.7129	0.4623	0.6799
0.4984	5.4182	596	0.4769	0.7129	0.4769	0.6906
0.4984	5.4364	598	0.4838	0.7129	0.4838	0.6956
0.4984	5.4545	600	0.4951	0.7129	0.4951	0.7037
0.4984	5.4727	602	0.4990	0.7325	0.4990	0.7064
0.4984	5.4909	604	0.4728	0.7407	0.4728	0.6876
0.4984	5.5091	606	0.4294	0.72	0.4294	0.6553
0.4984	5.5273	608	0.3788	0.7712	0.3788	0.6155
0.4984	5.5455	610	0.3708	0.7712	0.3708	0.6090
0.4984	5.5636	612	0.3790	0.7712	0.3790	0.6156
0.4984	5.5818	614	0.4034	0.7921	0.4034	0.6352
0.4984	5.6	616	0.4027	0.7921	0.4027	0.6346
0.4984	5.6182	618	0.3760	0.7712	0.3760	0.6132
0.4984	5.6364	620	0.3526	0.8121	0.3526	0.5938
0.4984	5.6545	622	0.3446	0.8121	0.3446	0.5870
0.4984	5.6727	624	0.3448	0.8121	0.3448	0.5872
0.4984	5.6909	626	0.3440	0.8121	0.3440	0.5865
0.4984	5.7091	628	0.3413	0.8121	0.3413	0.5842
0.4984	5.7273	630	0.3688	0.8082	0.3688	0.6073
0.4984	5.7455	632	0.4005	0.7368	0.4005	0.6329
0.4984	5.7636	634	0.4193	0.7368	0.4193	0.6476
0.4984	5.7818	636	0.3944	0.7921	0.3944	0.6280
0.4984	5.8	638	0.3678	0.8121	0.3678	0.6065
0.4984	5.8182	640	0.3740	0.8	0.3740	0.6116
0.4984	5.8364	642	0.3865	0.7853	0.3865	0.6217
0.4984	5.8545	644	0.4202	0.7921	0.4202	0.6482
0.4984	5.8727	646	0.4829	0.7325	0.4829	0.6949
0.4984	5.8909	648	0.5169	0.7143	0.5169	0.7189
0.4984	5.9091	650	0.5504	0.5912	0.5504	0.7419
0.4984	5.9273	652	0.5118	0.6715	0.5118	0.7154
0.4984	5.9455	654	0.4426	0.8042	0.4426	0.6653
0.4984	5.9636	656	0.3828	0.7712	0.3828	0.6187
0.4984	5.9818	658	0.3726	0.7864	0.3726	0.6104
0.4984	6.0	660	0.3677	0.7864	0.3677	0.6064
0.4984	6.0182	662	0.3746	0.7712	0.3746	0.6121
0.4984	6.0364	664	0.3848	0.7921	0.3848	0.6203
0.4984	6.0545	666	0.3990	0.7921	0.3990	0.6317
0.4984	6.0727	668	0.4059	0.7921	0.4059	0.6371
0.4984	6.0909	670	0.4008	0.7921	0.4008	0.6331
0.4984	6.1091	672	0.3934	0.7712	0.3934	0.6272
0.4984	6.1273	674	0.3974	0.7712	0.3974	0.6304
0.4984	6.1455	676	0.4071	0.7712	0.4071	0.6381
0.4984	6.1636	678	0.4290	0.7712	0.4290	0.6550
0.4984	6.1818	680	0.4535	0.7921	0.4535	0.6734
0.4984	6.2	682	0.4468	0.7921	0.4468	0.6685
0.4984	6.2182	684	0.4192	0.7921	0.4192	0.6474
0.4984	6.2364	686	0.4145	0.7921	0.4145	0.6438
0.4984	6.2545	688	0.4455	0.7921	0.4455	0.6675
0.4984	6.2727	690	0.4857	0.7368	0.4857	0.6969
0.4984	6.2909	692	0.4849	0.7368	0.4849	0.6963
0.4984	6.3091	694	0.4495	0.7921	0.4495	0.6704
0.4984	6.3273	696	0.4007	0.7864	0.4007	0.6330
0.4984	6.3455	698	0.3878	0.8121	0.3878	0.6228
0.4984	6.3636	700	0.3841	0.8121	0.3841	0.6198
0.4984	6.3818	702	0.3851	0.7864	0.3851	0.6205
0.4984	6.4	704	0.4253	0.7820	0.4253	0.6522
0.4984	6.4182	706	0.5575	0.5935	0.5575	0.7467
0.4984	6.4364	708	0.6663	0.5935	0.6663	0.8163
0.4984	6.4545	710	0.7034	0.5857	0.7034	0.8387
0.4984	6.4727	712	0.6528	0.6361	0.6528	0.8080
0.4984	6.4909	714	0.5440	0.6667	0.5440	0.7376
0.4984	6.5091	716	0.4594	0.8042	0.4594	0.6778
0.4984	6.5273	718	0.4366	0.8042	0.4366	0.6607
0.4984	6.5455	720	0.4527	0.8042	0.4527	0.6728
0.4984	6.5636	722	0.4935	0.6667	0.4935	0.7025
0.4984	6.5818	724	0.5284	0.6392	0.5284	0.7269
0.4984	6.6	726	0.5535	0.6392	0.5535	0.7440
0.4984	6.6182	728	0.5556	0.6392	0.5556	0.7454
0.4984	6.6364	730	0.5499	0.6392	0.5499	0.7416
0.4984	6.6545	732	0.4965	0.7	0.4965	0.7046
0.4984	6.6727	734	0.4660	0.7	0.4660	0.6826
0.4984	6.6909	736	0.4225	0.7279	0.4225	0.6500
0.4984	6.7091	738	0.4061	0.8218	0.4061	0.6373
0.4984	6.7273	740	0.4147	0.8042	0.4147	0.6440
0.4984	6.7455	742	0.4607	0.7279	0.4607	0.6787
0.4984	6.7636	744	0.5265	0.6667	0.5265	0.7256
0.4984	6.7818	746	0.5794	0.7016	0.5794	0.7612
0.4984	6.8	748	0.6134	0.6645	0.6134	0.7832
0.4984	6.8182	750	0.6093	0.6899	0.6093	0.7806
0.4984	6.8364	752	0.5539	0.7016	0.5539	0.7443
0.4984	6.8545	754	0.4870	0.7407	0.4870	0.6978
0.4984	6.8727	756	0.4532	0.8042	0.4532	0.6732
0.4984	6.8909	758	0.4416	0.8042	0.4416	0.6645
0.4984	6.9091	760	0.4479	0.8042	0.4479	0.6693
0.4984	6.9273	762	0.4363	0.8042	0.4363	0.6605
0.4984	6.9455	764	0.4280	0.8042	0.4280	0.6543
0.4984	6.9636	766	0.4422	0.8042	0.4422	0.6650
0.4984	6.9818	768	0.4647	0.8350	0.4647	0.6817
0.4984	7.0	770	0.4583	0.8350	0.4583	0.6769
0.4984	7.0182	772	0.4308	0.7921	0.4308	0.6563
0.4984	7.0364	774	0.3994	0.7921	0.3994	0.6320
0.4984	7.0545	776	0.3969	0.7712	0.3969	0.6300
0.4984	7.0727	778	0.4036	0.7921	0.4036	0.6353
0.4984	7.0909	780	0.4393	0.7921	0.4393	0.6628
0.4984	7.1091	782	0.4721	0.7325	0.4721	0.6871
0.4984	7.1273	784	0.5153	0.7475	0.5153	0.7179
0.4984	7.1455	786	0.5173	0.7475	0.5173	0.7192
0.4984	7.1636	788	0.4816	0.7143	0.4816	0.6940
0.4984	7.1818	790	0.4498	0.8042	0.4498	0.6707
0.4984	7.2	792	0.4235	0.7921	0.4235	0.6508
0.4984	7.2182	794	0.4183	0.7921	0.4183	0.6467
0.4984	7.2364	796	0.4296	0.7921	0.4296	0.6554
0.4984	7.2545	798	0.4563	0.7921	0.4563	0.6755
0.4984	7.2727	800	0.4977	0.6957	0.4977	0.7055
0.4984	7.2909	802	0.5623	0.7030	0.5623	0.7498
0.4984	7.3091	804	0.5903	0.7030	0.5903	0.7683
0.4984	7.3273	806	0.5772	0.7030	0.5772	0.7598
0.4984	7.3455	808	0.5247	0.7407	0.5247	0.7244
0.4984	7.3636	810	0.4690	0.7407	0.4690	0.6849
0.4984	7.3818	812	0.4346	0.8042	0.4346	0.6592
0.4984	7.4	814	0.4222	0.8042	0.4222	0.6498
0.4984	7.4182	816	0.4356	0.8042	0.4356	0.6600
0.4984	7.4364	818	0.4633	0.7407	0.4633	0.6806
0.4984	7.4545	820	0.4744	0.7407	0.4744	0.6888
0.4984	7.4727	822	0.4741	0.7407	0.4741	0.6886
0.4984	7.4909	824	0.4696	0.7407	0.4696	0.6852
0.4984	7.5091	826	0.4751	0.7407	0.4751	0.6893
0.4984	7.5273	828	0.5041	0.7407	0.5041	0.7100
0.4984	7.5455	830	0.5261	0.6957	0.5261	0.7253
0.4984	7.5636	832	0.5518	0.7267	0.5518	0.7429
0.4984	7.5818	834	0.5516	0.6957	0.5516	0.7427
0.4984	7.6	836	0.5523	0.6957	0.5523	0.7432
0.4984	7.6182	838	0.5411	0.7407	0.5411	0.7356
0.4984	7.6364	840	0.5137	0.7407	0.5137	0.7167
0.4984	7.6545	842	0.4899	0.7407	0.4899	0.6999
0.4984	7.6727	844	0.4953	0.7407	0.4953	0.7037
0.4984	7.6909	846	0.5089	0.7143	0.5089	0.7133
0.4984	7.7091	848	0.4951	0.7143	0.4951	0.7036
0.4984	7.7273	850	0.4556	0.7774	0.4556	0.6750
0.4984	7.7455	852	0.4182	0.8042	0.4182	0.6467
0.4984	7.7636	854	0.3960	0.8042	0.3960	0.6293
0.4984	7.7818	856	0.3749	0.8042	0.3749	0.6123
0.4984	7.8	858	0.3669	0.7921	0.3669	0.6057
0.4984	7.8182	860	0.3707	0.7921	0.3707	0.6088
0.4984	7.8364	862	0.3887	0.8042	0.3887	0.6234
0.4984	7.8545	864	0.4304	0.8042	0.4304	0.6561
0.4984	7.8727	866	0.4928	0.7143	0.4928	0.7020
0.4984	7.8909	868	0.5772	0.7475	0.5772	0.7597
0.4984	7.9091	870	0.6308	0.7030	0.6308	0.7942
0.4984	7.9273	872	0.6303	0.7030	0.6303	0.7939
0.4984	7.9455	874	0.6010	0.7030	0.6010	0.7752
0.4984	7.9636	876	0.5504	0.7267	0.5504	0.7419
0.4984	7.9818	878	0.5080	0.7407	0.5080	0.7128
0.4984	8.0	880	0.4745	0.8042	0.4745	0.6888
0.4984	8.0182	882	0.4314	0.8042	0.4314	0.6568
0.4984	8.0364	884	0.4070	0.7921	0.4070	0.6380
0.4984	8.0545	886	0.3912	0.7921	0.3912	0.6254
0.4984	8.0727	888	0.3850	0.7712	0.3850	0.6205
0.4984	8.0909	890	0.3884	0.7921	0.3884	0.6233
0.4984	8.1091	892	0.3951	0.8042	0.3951	0.6286
0.4984	8.1273	894	0.4039	0.8042	0.4039	0.6355
0.4984	8.1455	896	0.4221	0.8042	0.4221	0.6497
0.4984	8.1636	898	0.4445	0.8042	0.4445	0.6667
0.4984	8.1818	900	0.4644	0.7774	0.4644	0.6815
0.4984	8.2	902	0.4947	0.7143	0.4947	0.7033
0.4984	8.2182	904	0.5136	0.7475	0.5136	0.7167
0.4984	8.2364	906	0.5192	0.7475	0.5192	0.7205
0.4984	8.2545	908	0.5077	0.7727	0.5077	0.7125
0.4984	8.2727	910	0.4821	0.8042	0.4821	0.6943
0.4984	8.2909	912	0.4663	0.8042	0.4663	0.6828
0.4984	8.3091	914	0.4479	0.7921	0.4479	0.6693
0.4984	8.3273	916	0.4365	0.7712	0.4365	0.6607
0.4984	8.3455	918	0.4376	0.7712	0.4376	0.6615
0.4984	8.3636	920	0.4441	0.7921	0.4441	0.6664
0.4984	8.3818	922	0.4592	0.8042	0.4592	0.6777
0.4984	8.4	924	0.4905	0.7407	0.4905	0.7004
0.4984	8.4182	926	0.5123	0.7407	0.5123	0.7158
0.4984	8.4364	928	0.5130	0.7407	0.5130	0.7163
0.4984	8.4545	930	0.4970	0.7407	0.4970	0.7050
0.4984	8.4727	932	0.4787	0.8042	0.4787	0.6919
0.4984	8.4909	934	0.4514	0.8042	0.4514	0.6719
0.4984	8.5091	936	0.4224	0.8042	0.4224	0.6499
0.4984	8.5273	938	0.4048	0.8042	0.4048	0.6362
0.4984	8.5455	940	0.3956	0.8042	0.3956	0.6289
0.4984	8.5636	942	0.4016	0.8042	0.4016	0.6337
0.4984	8.5818	944	0.4105	0.8042	0.4105	0.6407
0.4984	8.6	946	0.4278	0.8042	0.4278	0.6541
0.4984	8.6182	948	0.4489	0.8042	0.4489	0.6700
0.4984	8.6364	950	0.4634	0.8042	0.4634	0.6807
0.4984	8.6545	952	0.4775	0.8042	0.4775	0.6910
0.4984	8.6727	954	0.4989	0.6957	0.4989	0.7063
0.4984	8.6909	956	0.5210	0.7267	0.5210	0.7218
0.4984	8.7091	958	0.5281	0.7267	0.5281	0.7267
0.4984	8.7273	960	0.5276	0.7267	0.5276	0.7264
0.4984	8.7455	962	0.5228	0.7267	0.5228	0.7231
0.4984	8.7636	964	0.5036	0.6957	0.5036	0.7096
0.4984	8.7818	966	0.4929	0.7524	0.4929	0.7021
0.4984	8.8	968	0.4821	0.7524	0.4821	0.6943
0.4984	8.8182	970	0.4634	0.8042	0.4634	0.6807
0.4984	8.8364	972	0.4445	0.8042	0.4445	0.6667
0.4984	8.8545	974	0.4395	0.8042	0.4395	0.6629
0.4984	8.8727	976	0.4377	0.8042	0.4377	0.6616
0.4984	8.8909	978	0.4433	0.8042	0.4433	0.6658
0.4984	8.9091	980	0.4486	0.8042	0.4486	0.6698
0.4984	8.9273	982	0.4512	0.8042	0.4512	0.6717
0.4984	8.9455	984	0.4514	0.8042	0.4514	0.6719
0.4984	8.9636	986	0.4372	0.8042	0.4372	0.6612
0.4984	8.9818	988	0.4284	0.8042	0.4284	0.6545
0.4984	9.0	990	0.4175	0.8042	0.4175	0.6461
0.4984	9.0182	992	0.4125	0.8042	0.4125	0.6423
0.4984	9.0364	994	0.4114	0.8042	0.4114	0.6414
0.4984	9.0545	996	0.4082	0.8042	0.4082	0.6389
0.4984	9.0727	998	0.4081	0.8042	0.4081	0.6389
0.109	9.0909	1000	0.4112	0.8042	0.4112	0.6412
0.109	9.1091	1002	0.4140	0.8042	0.4140	0.6434
0.109	9.1273	1004	0.4238	0.8042	0.4238	0.6510
0.109	9.1455	1006	0.4357	0.8042	0.4357	0.6600
0.109	9.1636	1008	0.4460	0.8042	0.4460	0.6678
0.109	9.1818	1010	0.4514	0.8042	0.4514	0.6718
0.109	9.2	1012	0.4518	0.8042	0.4518	0.6722
0.109	9.2182	1014	0.4561	0.8042	0.4561	0.6754
0.109	9.2364	1016	0.4617	0.8042	0.4617	0.6795
0.109	9.2545	1018	0.4629	0.8042	0.4629	0.6804
0.109	9.2727	1020	0.4588	0.8042	0.4588	0.6773
0.109	9.2909	1022	0.4507	0.8042	0.4507	0.6713
0.109	9.3091	1024	0.4402	0.8042	0.4402	0.6635
0.109	9.3273	1026	0.4316	0.8042	0.4316	0.6570
0.109	9.3455	1028	0.4265	0.8042	0.4265	0.6530
0.109	9.3636	1030	0.4219	0.8042	0.4219	0.6495
0.109	9.3818	1032	0.4219	0.8042	0.4219	0.6495
0.109	9.4	1034	0.4253	0.8042	0.4253	0.6521
0.109	9.4182	1036	0.4325	0.8042	0.4325	0.6577
0.109	9.4364	1038	0.4415	0.8042	0.4415	0.6644
0.109	9.4545	1040	0.4451	0.8042	0.4451	0.6671
0.109	9.4727	1042	0.4466	0.8042	0.4466	0.6683
0.109	9.4909	1044	0.4472	0.8042	0.4472	0.6688
0.109	9.5091	1046	0.4459	0.8042	0.4459	0.6678
0.109	9.5273	1048	0.4414	0.8042	0.4414	0.6644
0.109	9.5455	1050	0.4332	0.8042	0.4332	0.6582
0.109	9.5636	1052	0.4253	0.8042	0.4253	0.6521
0.109	9.5818	1054	0.4204	0.8042	0.4204	0.6484
0.109	9.6	1056	0.4189	0.8042	0.4189	0.6472
0.109	9.6182	1058	0.4175	0.8042	0.4175	0.6462
0.109	9.6364	1060	0.4187	0.8042	0.4187	0.6470
0.109	9.6545	1062	0.4206	0.8042	0.4206	0.6486
0.109	9.6727	1064	0.4225	0.8042	0.4225	0.6500
0.109	9.6909	1066	0.4253	0.8042	0.4253	0.6522
0.109	9.7091	1068	0.4275	0.8042	0.4275	0.6538
0.109	9.7273	1070	0.4313	0.8042	0.4313	0.6567
0.109	9.7455	1072	0.4359	0.8042	0.4359	0.6602
0.109	9.7636	1074	0.4379	0.8042	0.4379	0.6618
0.109	9.7818	1076	0.4406	0.8042	0.4406	0.6638
0.109	9.8	1078	0.4437	0.8042	0.4437	0.6661
0.109	9.8182	1080	0.4464	0.8042	0.4464	0.6681
0.109	9.8364	1082	0.4487	0.8042	0.4487	0.6698
0.109	9.8545	1084	0.4515	0.8042	0.4515	0.6719
0.109	9.8727	1086	0.4542	0.8042	0.4542	0.6740
0.109	9.8909	1088	0.4566	0.8042	0.4566	0.6757
0.109	9.9091	1090	0.4581	0.8042	0.4581	0.6768
0.109	9.9273	1092	0.4588	0.8042	0.4588	0.6774
0.109	9.9455	1094	0.4589	0.8042	0.4589	0.6774
0.109	9.9636	1096	0.4586	0.8042	0.4586	0.6772
0.109	9.9818	1098	0.4582	0.8042	0.4582	0.6769
0.109	10.0	1100	0.4578	0.8042	0.4578	0.6766

Framework versions

Transformers 4.44.2
Pytorch 2.4.0+cu118
Datasets 2.21.0
Tokenizers 0.19.1

MayBashendy/Arabic_FineTuningAraBERT_AugV5_k10_task1_organization_fold1

Arabic_FineTuningAraBERT_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_AugV5_k10_task1_organization_fold1