Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.05	2	7.8854	-0.0499	7.8854	2.8081
No log	0.1	4	5.5132	-0.0507	5.5132	2.3480
No log	0.15	6	3.9090	0.0177	3.9090	1.9771
No log	0.2	8	2.9393	0.1235	2.9393	1.7144
No log	0.25	10	2.2364	0.1631	2.2364	1.4955
No log	0.3	12	1.7311	0.1296	1.7311	1.3157
No log	0.35	14	1.4937	0.2152	1.4937	1.2222
No log	0.4	16	1.4026	0.0886	1.4026	1.1843
No log	0.45	18	1.2661	0.1768	1.2661	1.1252
No log	0.5	20	1.1769	0.2638	1.1769	1.0848
No log	0.55	22	1.1399	0.3019	1.1399	1.0676
No log	0.6	24	1.1248	0.3533	1.1248	1.0606
No log	0.65	26	1.1315	0.4009	1.1315	1.0637
No log	0.7	28	1.1357	0.3836	1.1357	1.0657
No log	0.75	30	1.1380	0.3806	1.1380	1.0668
No log	0.8	32	1.1152	0.3525	1.1152	1.0560
No log	0.85	34	1.0908	0.3872	1.0908	1.0444
No log	0.9	36	1.0379	0.4213	1.0379	1.0188
No log	0.95	38	1.0099	0.4213	1.0099	1.0049
No log	1.0	40	0.9825	0.4669	0.9825	0.9912
No log	1.05	42	0.9665	0.4636	0.9665	0.9831
No log	1.1	44	0.9279	0.4837	0.9279	0.9633
No log	1.15	46	0.9268	0.4674	0.9268	0.9627
No log	1.2	48	0.9319	0.4764	0.9319	0.9653
No log	1.25	50	0.9096	0.4913	0.9096	0.9537
No log	1.3	52	0.8710	0.4535	0.8710	0.9333
No log	1.35	54	0.8823	0.4831	0.8823	0.9393
No log	1.4	56	0.9339	0.4857	0.9339	0.9664
No log	1.45	58	0.9724	0.4764	0.9724	0.9861
No log	1.5	60	0.9961	0.4871	0.9961	0.9980
No log	1.55	62	0.9811	0.4731	0.9811	0.9905
No log	1.6	64	0.9316	0.5303	0.9316	0.9652
No log	1.65	66	0.9155	0.4858	0.9155	0.9568
No log	1.7	68	0.8843	0.4643	0.8843	0.9404
No log	1.75	70	0.8484	0.4836	0.8484	0.9211
No log	1.8	72	0.8478	0.5378	0.8478	0.9208
No log	1.85	74	0.8576	0.5741	0.8576	0.9261
No log	1.9	76	0.8541	0.5708	0.8541	0.9242
No log	1.95	78	0.8147	0.5403	0.8147	0.9026
No log	2.0	80	0.8239	0.5080	0.8239	0.9077
No log	2.05	82	0.8166	0.5	0.8166	0.9037
No log	2.1	84	0.7891	0.5111	0.7891	0.8883
No log	2.15	86	0.7771	0.5278	0.7771	0.8815
No log	2.2	88	0.7489	0.5860	0.7489	0.8654
No log	2.25	90	0.7408	0.5767	0.7408	0.8607
No log	2.3	92	0.7457	0.5740	0.7457	0.8635
No log	2.35	94	0.7466	0.5887	0.7466	0.8641
No log	2.4	96	0.7505	0.5858	0.7505	0.8663
No log	2.45	98	0.7603	0.5899	0.7603	0.8719
No log	2.5	100	0.7896	0.5508	0.7896	0.8886
No log	2.55	102	0.8042	0.5565	0.8042	0.8968
No log	2.6	104	0.7819	0.5497	0.7819	0.8843
No log	2.65	106	0.7564	0.5435	0.7564	0.8697
No log	2.7	108	0.7363	0.5747	0.7363	0.8581
No log	2.75	110	0.7132	0.6219	0.7132	0.8445
No log	2.8	112	0.7064	0.6240	0.7064	0.8405
No log	2.85	114	0.6922	0.6240	0.6922	0.8320
No log	2.9	116	0.6844	0.6284	0.6844	0.8273
No log	2.95	118	0.6817	0.6127	0.6817	0.8257
No log	3.0	120	0.6846	0.6057	0.6846	0.8274
No log	3.05	122	0.7006	0.5647	0.7006	0.8370
No log	3.1	124	0.7442	0.5526	0.7442	0.8627
No log	3.15	126	0.7624	0.5230	0.7624	0.8732
No log	3.2	128	0.7237	0.5452	0.7237	0.8507
No log	3.25	130	0.7057	0.5783	0.7057	0.8400
No log	3.3	132	0.7094	0.5944	0.7094	0.8422
No log	3.35	134	0.7140	0.5944	0.7140	0.8450
No log	3.4	136	0.7261	0.6150	0.7261	0.8521
No log	3.45	138	0.7154	0.6133	0.7154	0.8458
No log	3.5	140	0.7092	0.6298	0.7092	0.8421
No log	3.55	142	0.7004	0.6460	0.7004	0.8369
No log	3.6	144	0.7034	0.6278	0.7034	0.8387
No log	3.65	146	0.6988	0.6400	0.6988	0.8359
No log	3.7	148	0.6946	0.6542	0.6946	0.8334
No log	3.75	150	0.6798	0.6651	0.6798	0.8245
No log	3.8	152	0.6856	0.6527	0.6856	0.8280
No log	3.85	154	0.6812	0.6527	0.6812	0.8254
No log	3.9	156	0.7190	0.5810	0.7190	0.8479
No log	3.95	158	0.7718	0.5578	0.7718	0.8785
No log	4.0	160	0.8214	0.5428	0.8214	0.9063
No log	4.05	162	0.9057	0.5102	0.9057	0.9517
No log	4.1	164	0.8472	0.6050	0.8472	0.9204
No log	4.15	166	0.7489	0.6674	0.7489	0.8654
No log	4.2	168	0.7326	0.6310	0.7326	0.8559
No log	4.25	170	0.7325	0.6387	0.7325	0.8559
No log	4.3	172	0.7800	0.6379	0.7800	0.8832
No log	4.35	174	0.8817	0.6192	0.8817	0.9390
No log	4.4	176	0.9147	0.5559	0.9147	0.9564
No log	4.45	178	0.8799	0.5058	0.8799	0.9380
No log	4.5	180	0.7707	0.5773	0.7707	0.8779
No log	4.55	182	0.6983	0.6335	0.6983	0.8357
No log	4.6	184	0.7369	0.5737	0.7369	0.8584
No log	4.65	186	0.7490	0.5693	0.7490	0.8654
No log	4.7	188	0.7121	0.5894	0.7121	0.8438
No log	4.75	190	0.7147	0.6448	0.7147	0.8454
No log	4.8	192	0.7392	0.6442	0.7392	0.8598
No log	4.85	194	0.7510	0.6644	0.7510	0.8666
No log	4.9	196	0.7211	0.6356	0.7211	0.8492
No log	4.95	198	0.6775	0.6360	0.6775	0.8231
No log	5.0	200	0.6766	0.6734	0.6766	0.8226
No log	5.05	202	0.6909	0.6444	0.6909	0.8312
No log	5.1	204	0.6952	0.6663	0.6952	0.8338
No log	5.15	206	0.6900	0.6583	0.6900	0.8307
No log	5.2	208	0.6936	0.6463	0.6936	0.8329
No log	5.25	210	0.7155	0.6508	0.7155	0.8459
No log	5.3	212	0.7554	0.5974	0.7554	0.8691
No log	5.35	214	0.7612	0.6294	0.7612	0.8724
No log	5.4	216	0.7833	0.6445	0.7833	0.8850
No log	5.45	218	0.7828	0.6454	0.7828	0.8847
No log	5.5	220	0.7679	0.6532	0.7679	0.8763
No log	5.55	222	0.7828	0.6459	0.7828	0.8848
No log	5.6	224	0.7860	0.6490	0.7860	0.8866
No log	5.65	226	0.7648	0.6520	0.7648	0.8745
No log	5.7	228	0.7205	0.6501	0.7205	0.8488
No log	5.75	230	0.6976	0.6728	0.6976	0.8352
No log	5.8	232	0.7177	0.6216	0.7177	0.8472
No log	5.85	234	0.7996	0.5504	0.7996	0.8942
No log	5.9	236	0.8258	0.5230	0.8258	0.9087
No log	5.95	238	0.7606	0.6038	0.7606	0.8721
No log	6.0	240	0.7246	0.6666	0.7246	0.8512
No log	6.05	242	0.7355	0.6713	0.7355	0.8576
No log	6.1	244	0.7795	0.6437	0.7795	0.8829
No log	6.15	246	0.8587	0.6108	0.8587	0.9267
No log	6.2	248	0.8626	0.6183	0.8626	0.9287
No log	6.25	250	0.8012	0.6390	0.8012	0.8951
No log	6.3	252	0.7918	0.6431	0.7918	0.8898
No log	6.35	254	0.7853	0.6710	0.7853	0.8862
No log	6.4	256	0.7675	0.6837	0.7675	0.8761
No log	6.45	258	0.7841	0.7073	0.7841	0.8855
No log	6.5	260	0.7686	0.6759	0.7686	0.8767
No log	6.55	262	0.7900	0.6506	0.7900	0.8888
No log	6.6	264	0.8177	0.6520	0.8177	0.9043
No log	6.65	266	0.8301	0.5874	0.8301	0.9111
No log	6.7	268	0.8167	0.5769	0.8167	0.9037
No log	6.75	270	0.8399	0.5696	0.8399	0.9165
No log	6.8	272	0.8432	0.5726	0.8432	0.9183
No log	6.85	274	0.8772	0.5653	0.8772	0.9366
No log	6.9	276	0.8671	0.5781	0.8671	0.9312
No log	6.95	278	0.8086	0.6395	0.8086	0.8992
No log	7.0	280	0.7845	0.6482	0.7845	0.8857
No log	7.05	282	0.7770	0.6499	0.7770	0.8815
No log	7.1	284	0.7950	0.625	0.7950	0.8916
No log	7.15	286	0.8347	0.5634	0.8347	0.9136
No log	7.2	288	0.8006	0.6299	0.8006	0.8948
No log	7.25	290	0.7498	0.6655	0.7498	0.8659
No log	7.3	292	0.7069	0.6666	0.7069	0.8408
No log	7.35	294	0.7036	0.6778	0.7036	0.8388
No log	7.4	296	0.7191	0.6645	0.7191	0.8480
No log	7.45	298	0.7617	0.6399	0.7617	0.8728
No log	7.5	300	0.7546	0.6637	0.7546	0.8687
No log	7.55	302	0.7137	0.6806	0.7137	0.8448
No log	7.6	304	0.7033	0.6891	0.7033	0.8386
No log	7.65	306	0.7078	0.6891	0.7078	0.8413
No log	7.7	308	0.7332	0.6663	0.7332	0.8563
No log	7.75	310	0.8116	0.6164	0.8116	0.9009
No log	7.8	312	0.9078	0.5643	0.9078	0.9528
No log	7.85	314	0.9037	0.5493	0.9037	0.9506
No log	7.9	316	0.8399	0.6115	0.8399	0.9164
No log	7.95	318	0.7570	0.6645	0.7570	0.8700
No log	8.0	320	0.7399	0.6621	0.7399	0.8602
No log	8.05	322	0.7582	0.6645	0.7582	0.8707
No log	8.1	324	0.8395	0.5991	0.8395	0.9162
No log	8.15	326	0.9756	0.4658	0.9756	0.9877
No log	8.2	328	1.0034	0.4494	1.0034	1.0017
No log	8.25	330	0.9129	0.4819	0.9129	0.9555
No log	8.3	332	0.7780	0.6206	0.7780	0.8820
No log	8.35	334	0.7188	0.6584	0.7188	0.8478
No log	8.4	336	0.7086	0.6757	0.7086	0.8418
No log	8.45	338	0.7222	0.6645	0.7222	0.8499
No log	8.5	340	0.7665	0.6465	0.7665	0.8755
No log	8.55	342	0.8482	0.6099	0.8482	0.9210
No log	8.6	344	0.8759	0.6016	0.8759	0.9359
No log	8.65	346	0.8151	0.6287	0.8151	0.9028
No log	8.7	348	0.7386	0.6961	0.7386	0.8594
No log	8.75	350	0.7397	0.6496	0.7397	0.8601
No log	8.8	352	0.7602	0.6336	0.7602	0.8719
No log	8.85	354	0.7318	0.6514	0.7318	0.8554
No log	8.9	356	0.7202	0.6472	0.7202	0.8486
No log	8.95	358	0.8009	0.6339	0.8009	0.8949
No log	9.0	360	0.8542	0.6022	0.8542	0.9242
No log	9.05	362	0.8300	0.6449	0.8300	0.9110
No log	9.1	364	0.7723	0.6272	0.7723	0.8788
No log	9.15	366	0.7562	0.6794	0.7562	0.8696
No log	9.2	368	0.7491	0.6757	0.7491	0.8655
No log	9.25	370	0.7645	0.6391	0.7645	0.8744
No log	9.3	372	0.7963	0.6209	0.7963	0.8923
No log	9.35	374	0.8440	0.5850	0.8440	0.9187
No log	9.4	376	0.8432	0.6041	0.8432	0.9183
No log	9.45	378	0.8379	0.6454	0.8379	0.9154
No log	9.5	380	0.8338	0.6319	0.8338	0.9132
No log	9.55	382	0.8651	0.6386	0.8651	0.9301
No log	9.6	384	0.9121	0.6081	0.9121	0.9551
No log	9.65	386	0.9877	0.6151	0.9877	0.9938
No log	9.7	388	0.9621	0.6150	0.9621	0.9809
No log	9.75	390	0.8720	0.6184	0.8720	0.9338
No log	9.8	392	0.8362	0.6342	0.8362	0.9144
No log	9.85	394	0.8481	0.6039	0.8481	0.9209
No log	9.9	396	0.8620	0.5864	0.8620	0.9284
No log	9.95	398	0.9004	0.5463	0.9004	0.9489
No log	10.0	400	0.9320	0.5414	0.9320	0.9654
No log	10.05	402	0.9090	0.5483	0.9090	0.9534
No log	10.1	404	0.9013	0.5507	0.9013	0.9494
No log	10.15	406	0.8838	0.5373	0.8838	0.9401
No log	10.2	408	0.8197	0.6066	0.8197	0.9053
No log	10.25	410	0.8171	0.6423	0.8171	0.9039
No log	10.3	412	0.8509	0.6136	0.8509	0.9224
No log	10.35	414	0.9131	0.6253	0.9131	0.9556
No log	10.4	416	0.9353	0.6078	0.9353	0.9671
No log	10.45	418	0.9402	0.5983	0.9402	0.9697
No log	10.5	420	0.9361	0.5901	0.9361	0.9675
No log	10.55	422	0.8994	0.6058	0.8994	0.9484
No log	10.6	424	0.8952	0.5822	0.8952	0.9462
No log	10.65	426	0.9021	0.5986	0.9021	0.9498
No log	10.7	428	0.8837	0.5945	0.8837	0.9401
No log	10.75	430	0.9040	0.6054	0.9040	0.9508
No log	10.8	432	0.8642	0.6100	0.8642	0.9296
No log	10.85	434	0.8522	0.6301	0.8522	0.9232
No log	10.9	436	0.8779	0.6114	0.8779	0.9370
No log	10.95	438	0.9253	0.6000	0.9253	0.9619
No log	11.0	440	0.9027	0.6196	0.9027	0.9501
No log	11.05	442	0.8566	0.6559	0.8566	0.9255
No log	11.1	444	0.8393	0.6266	0.8393	0.9161
No log	11.15	446	0.8402	0.6251	0.8402	0.9166
No log	11.2	448	0.8764	0.6245	0.8764	0.9361
No log	11.25	450	0.9099	0.6316	0.9099	0.9539
No log	11.3	452	0.9012	0.6499	0.9012	0.9493
No log	11.35	454	0.8366	0.6681	0.8366	0.9146
No log	11.4	456	0.7879	0.6544	0.7879	0.8876
No log	11.45	458	0.8105	0.6430	0.8105	0.9003
No log	11.5	460	0.9095	0.6221	0.9095	0.9537
No log	11.55	462	1.0298	0.5675	1.0298	1.0148
No log	11.6	464	1.0272	0.5774	1.0272	1.0135
No log	11.65	466	0.9286	0.5989	0.9286	0.9636
No log	11.7	468	0.8186	0.6254	0.8186	0.9048
No log	11.75	470	0.7874	0.6674	0.7874	0.8873
No log	11.8	472	0.7845	0.6503	0.7845	0.8857
No log	11.85	474	0.8284	0.6432	0.8284	0.9102
No log	11.9	476	0.8905	0.5825	0.8905	0.9437
No log	11.95	478	0.9170	0.5722	0.9170	0.9576
No log	12.0	480	0.8962	0.5804	0.8962	0.9467
No log	12.05	482	0.8466	0.6433	0.8466	0.9201
No log	12.1	484	0.8540	0.6514	0.8540	0.9241
No log	12.15	486	0.8210	0.6537	0.8210	0.9061
No log	12.2	488	0.7998	0.6310	0.7998	0.8943
No log	12.25	490	0.7652	0.6689	0.7652	0.8748
No log	12.3	492	0.8021	0.6179	0.8021	0.8956
No log	12.35	494	0.8737	0.5896	0.8737	0.9347
No log	12.4	496	0.9408	0.5369	0.9408	0.9699
No log	12.45	498	0.9192	0.5661	0.9192	0.9588
0.627	12.5	500	0.8468	0.5959	0.8468	0.9202
0.627	12.55	502	0.7580	0.6270	0.7580	0.8706
0.627	12.6	504	0.7226	0.6562	0.7226	0.8501
0.627	12.65	506	0.7210	0.6630	0.7210	0.8491
0.627	12.7	508	0.7788	0.6542	0.7788	0.8825
0.627	12.75	510	0.8968	0.5856	0.8968	0.9470
0.627	12.8	512	0.9553	0.5566	0.9553	0.9774
0.627	12.85	514	0.9212	0.5568	0.9212	0.9598
0.627	12.9	516	0.8260	0.6251	0.8260	0.9089
0.627	12.95	518	0.7520	0.6397	0.7520	0.8672
0.627	13.0	520	0.7212	0.6661	0.7212	0.8493
0.627	13.05	522	0.7440	0.6606	0.7440	0.8625
0.627	13.1	524	0.8117	0.6440	0.8117	0.9009
0.627	13.15	526	0.8284	0.6152	0.8284	0.9102
0.627	13.2	528	0.8095	0.6291	0.8095	0.8997
0.627	13.25	530	0.8447	0.6329	0.8447	0.9191
0.627	13.3	532	0.8418	0.6535	0.8418	0.9175
0.627	13.35	534	0.8556	0.6337	0.8556	0.9250
0.627	13.4	536	0.8815	0.6213	0.8815	0.9389
0.627	13.45	538	0.8695	0.6287	0.8695	0.9324
0.627	13.5	540	0.8404	0.6316	0.8404	0.9167
0.627	13.55	542	0.7939	0.6446	0.7939	0.8910
0.627	13.6	544	0.7958	0.6504	0.7958	0.8921
0.627	13.65	546	0.8280	0.6122	0.8280	0.9100
0.627	13.7	548	0.8103	0.6225	0.8103	0.9002
0.627	13.75	550	0.8118	0.6410	0.8118	0.9010
0.627	13.8	552	0.8079	0.6612	0.8079	0.8988
0.627	13.85	554	0.8074	0.6630	0.8074	0.8986
0.627	13.9	556	0.7722	0.6571	0.7722	0.8788
0.627	13.95	558	0.7451	0.6533	0.7451	0.8632
0.627	14.0	560	0.7833	0.6525	0.7833	0.8850
0.627	14.05	562	0.8618	0.6460	0.8618	0.9284
0.627	14.1	564	0.9297	0.6021	0.9297	0.9642
0.627	14.15	566	0.9285	0.6034	0.9285	0.9636
0.627	14.2	568	0.8413	0.6514	0.8413	0.9172
0.627	14.25	570	0.8148	0.6355	0.8148	0.9026
0.627	14.3	572	0.8293	0.6501	0.8293	0.9107
0.627	14.35	574	0.8142	0.6444	0.8142	0.9024
0.627	14.4	576	0.8752	0.6395	0.8752	0.9355
0.627	14.45	578	1.0003	0.5858	1.0003	1.0002
0.627	14.5	580	1.0556	0.5236	1.0556	1.0274
0.627	14.55	582	1.0226	0.5554	1.0226	1.0112
0.627	14.6	584	0.9104	0.6124	0.9104	0.9541
0.627	14.65	586	0.8274	0.6185	0.8274	0.9096
0.627	14.7	588	0.7863	0.6550	0.7863	0.8867
0.627	14.75	590	0.7970	0.6690	0.7970	0.8927
0.627	14.8	592	0.8554	0.6446	0.8554	0.9249
0.627	14.85	594	0.9480	0.6266	0.9480	0.9736
0.627	14.9	596	0.9720	0.6273	0.9720	0.9859
0.627	14.95	598	0.9501	0.6223	0.9501	0.9747
0.627	15.0	600	0.9733	0.5980	0.9733	0.9866
0.627	15.05	602	0.9060	0.5970	0.9060	0.9518
0.627	15.1	604	0.8112	0.6271	0.8112	0.9007
0.627	15.15	606	0.7855	0.625	0.7855	0.8863
0.627	15.2	608	0.8007	0.6639	0.8007	0.8948
0.627	15.25	610	0.8620	0.6291	0.8620	0.9284
0.627	15.3	612	0.9609	0.6036	0.9609	0.9802
0.627	15.35	614	1.0582	0.5613	1.0582	1.0287
0.627	15.4	616	1.0782	0.5693	1.0782	1.0384
0.627	15.45	618	1.0105	0.5802	1.0105	1.0052
0.627	15.5	620	0.8809	0.5920	0.8809	0.9386
0.627	15.55	622	0.8107	0.6299	0.8107	0.9004
0.627	15.6	624	0.7659	0.6268	0.7659	0.8751
0.627	15.65	626	0.7732	0.5912	0.7732	0.8793
0.627	15.7	628	0.8339	0.5672	0.8339	0.9132
0.627	15.75	630	0.8630	0.5588	0.8630	0.9290
0.627	15.8	632	0.8803	0.5615	0.8803	0.9382
0.627	15.85	634	0.8625	0.6147	0.8625	0.9287
0.627	15.9	636	0.8073	0.6261	0.8073	0.8985
0.627	15.95	638	0.7586	0.6804	0.7586	0.8710
0.627	16.0	640	0.7653	0.6763	0.7653	0.8748
0.627	16.05	642	0.7997	0.6728	0.7997	0.8943
0.627	16.1	644	0.9225	0.5935	0.9225	0.9605
0.627	16.15	646	1.0085	0.6027	1.0085	1.0042
0.627	16.2	648	0.9860	0.5956	0.9860	0.9930
0.627	16.25	650	0.8828	0.6226	0.8828	0.9396
0.627	16.3	652	0.7649	0.6843	0.7649	0.8746
0.627	16.35	654	0.7274	0.6818	0.7274	0.8529
0.627	16.4	656	0.7227	0.6869	0.7227	0.8501
0.627	16.45	658	0.7548	0.6710	0.7548	0.8688
0.627	16.5	660	0.8473	0.5997	0.8473	0.9205
0.627	16.55	662	0.9126	0.6096	0.9126	0.9553
0.627	16.6	664	0.9039	0.6102	0.9039	0.9507
0.627	16.65	666	0.8284	0.6329	0.8284	0.9101
0.627	16.7	668	0.7595	0.6810	0.7595	0.8715
0.627	16.75	670	0.7558	0.6728	0.7558	0.8693
0.627	16.8	672	0.7952	0.6420	0.7952	0.8917
0.627	16.85	674	0.8220	0.6314	0.8220	0.9066
0.627	16.9	676	0.8827	0.6343	0.8827	0.9395
0.627	16.95	678	0.8710	0.6276	0.8710	0.9333
0.627	17.0	680	0.8629	0.6276	0.8629	0.9289
0.627	17.05	682	0.9007	0.6096	0.9007	0.9491
0.627	17.1	684	0.8988	0.6096	0.8988	0.9480
0.627	17.15	686	0.8577	0.6124	0.8576	0.9261
0.627	17.2	688	0.8568	0.6344	0.8568	0.9256
0.627	17.25	690	0.8662	0.6276	0.8662	0.9307
0.627	17.3	692	0.8885	0.6276	0.8885	0.9426
0.627	17.35	694	0.9216	0.6152	0.9216	0.9600
0.627	17.4	696	0.9657	0.6009	0.9657	0.9827
0.627	17.45	698	0.9344	0.6291	0.9344	0.9666
0.627	17.5	700	0.8640	0.6367	0.8640	0.9295
0.627	17.55	702	0.8200	0.6534	0.8200	0.9056
0.627	17.6	704	0.8614	0.6323	0.8614	0.9281
0.627	17.65	706	0.9183	0.6179	0.9183	0.9583
0.627	17.7	708	0.9618	0.5509	0.9618	0.9807
0.627	17.75	710	0.9609	0.5678	0.9609	0.9802
0.627	17.8	712	0.9407	0.5911	0.9407	0.9699
0.627	17.85	714	0.8637	0.6196	0.8637	0.9294
0.627	17.9	716	0.7858	0.6585	0.7858	0.8865
0.627	17.95	718	0.7626	0.6854	0.7626	0.8732
0.627	18.0	720	0.7781	0.6684	0.7781	0.8821
0.627	18.05	722	0.8494	0.6216	0.8494	0.9217
0.627	18.1	724	0.9424	0.5855	0.9424	0.9708
0.627	18.15	726	1.0147	0.5176	1.0147	1.0073
0.627	18.2	728	0.9974	0.5176	0.9974	0.9987
0.627	18.25	730	0.9146	0.5970	0.9146	0.9564
0.627	18.3	732	0.8267	0.6515	0.8267	0.9093
0.627	18.35	734	0.8246	0.6446	0.8246	0.9081
0.627	18.4	736	0.8698	0.6207	0.8698	0.9326
0.627	18.45	738	0.8906	0.6335	0.8906	0.9437
0.627	18.5	740	0.9026	0.6335	0.9026	0.9500
0.627	18.55	742	0.8924	0.6380	0.8924	0.9447
0.627	18.6	744	0.8537	0.6515	0.8537	0.9239
0.627	18.65	746	0.8287	0.6592	0.8287	0.9103
0.627	18.7	748	0.8285	0.6575	0.8285	0.9102
0.627	18.75	750	0.8801	0.6074	0.8801	0.9381
0.627	18.8	752	0.9541	0.5852	0.9541	0.9768
0.627	18.85	754	0.9822	0.5661	0.9822	0.9910
0.627	18.9	756	0.9355	0.5920	0.9355	0.9672
0.627	18.95	758	0.8660	0.6494	0.8660	0.9306
0.627	19.0	760	0.7881	0.6897	0.7881	0.8877
0.627	19.05	762	0.7652	0.6878	0.7652	0.8747
0.627	19.1	764	0.7893	0.6841	0.7893	0.8884
0.627	19.15	766	0.8207	0.6783	0.8207	0.9059
0.627	19.2	768	0.8332	0.6664	0.8332	0.9128
0.627	19.25	770	0.8325	0.6549	0.8325	0.9124
0.627	19.3	772	0.7931	0.6587	0.7931	0.8906
0.627	19.35	774	0.7601	0.6898	0.7601	0.8718
0.627	19.4	776	0.7808	0.6624	0.7808	0.8836
0.627	19.45	778	0.8592	0.6351	0.8592	0.9269
0.627	19.5	780	0.9422	0.6265	0.9422	0.9707
0.627	19.55	782	0.9269	0.6190	0.9269	0.9627
0.627	19.6	784	0.8430	0.6219	0.8430	0.9182
0.627	19.65	786	0.7497	0.6573	0.7497	0.8658
0.627	19.7	788	0.7184	0.67	0.7184	0.8476
0.627	19.75	790	0.7260	0.7040	0.7260	0.8521
0.627	19.8	792	0.7711	0.6883	0.7711	0.8781
0.627	19.85	794	0.8768	0.6012	0.8768	0.9364
0.627	19.9	796	0.9388	0.6082	0.9388	0.9689
0.627	19.95	798	0.8967	0.6159	0.8967	0.9469
0.627	20.0	800	0.8214	0.6468	0.8214	0.9063
0.627	20.05	802	0.7942	0.6468	0.7942	0.8912
0.627	20.1	804	0.7492	0.6943	0.7492	0.8656
0.627	20.15	806	0.7336	0.6820	0.7336	0.8565
0.627	20.2	808	0.7572	0.6821	0.7572	0.8702
0.627	20.25	810	0.7876	0.6728	0.7876	0.8875
0.627	20.3	812	0.8058	0.6657	0.8058	0.8977
0.627	20.35	814	0.7984	0.6897	0.7984	0.8935
0.627	20.4	816	0.8539	0.6301	0.8539	0.9241
0.627	20.45	818	0.9087	0.6261	0.9087	0.9532
0.627	20.5	820	0.8975	0.6422	0.8975	0.9473
0.627	20.55	822	0.8838	0.6414	0.8838	0.9401
0.627	20.6	824	0.9055	0.6331	0.9055	0.9516
0.627	20.65	826	0.9370	0.6146	0.9370	0.9680
0.627	20.7	828	0.9265	0.6283	0.9265	0.9625
0.627	20.75	830	0.8453	0.6621	0.8453	0.9194
0.627	20.8	832	0.7930	0.6801	0.7930	0.8905
0.627	20.85	834	0.7655	0.6717	0.7655	0.8749
0.627	20.9	836	0.7955	0.6692	0.7955	0.8919
0.627	20.95	838	0.8199	0.6629	0.8199	0.9055
0.627	21.0	840	0.8590	0.6156	0.8590	0.9268
0.627	21.05	842	0.8782	0.5981	0.8782	0.9371
0.627	21.1	844	0.8802	0.5981	0.8802	0.9382
0.627	21.15	846	0.8446	0.6043	0.8446	0.9190
0.627	21.2	848	0.8697	0.5911	0.8697	0.9326
0.627	21.25	850	0.9427	0.5935	0.9427	0.9709
0.627	21.3	852	0.9734	0.5845	0.9734	0.9866
0.627	21.35	854	0.9419	0.6238	0.9419	0.9705
0.627	21.4	856	0.8565	0.6486	0.8565	0.9255
0.627	21.45	858	0.8342	0.6601	0.8342	0.9133
0.627	21.5	860	0.8712	0.6261	0.8712	0.9334
0.627	21.55	862	0.9051	0.6029	0.9051	0.9514
0.627	21.6	864	0.9124	0.6025	0.9124	0.9552
0.627	21.65	866	0.8833	0.6187	0.8833	0.9398
0.627	21.7	868	0.8625	0.6561	0.8625	0.9287
0.627	21.75	870	0.8473	0.6801	0.8473	0.9205
0.627	21.8	872	0.8762	0.6477	0.8762	0.9361
0.627	21.85	874	0.9708	0.5694	0.9708	0.9853
0.627	21.9	876	0.9984	0.5665	0.9984	0.9992
0.627	21.95	878	1.0549	0.5579	1.0549	1.0271
0.627	22.0	880	1.0120	0.5622	1.0120	1.0060
0.627	22.05	882	0.9184	0.5852	0.9184	0.9583

Framework versions

Transformers 4.44.2
Pytorch 2.4.1+cu121
Datasets 3.2.0
Tokenizers 0.19.1

MayBashendy/ArabicNewSplits6_FineTuningAraBERTFreeze_run2_AugV5_k16_task1_organization

ArabicNewSplits6_FineTuningAraBERTFreeze_run2_AugV5_k16_task1_organization

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

MayBashendy/
ArabicNewSplits6_FineTuningAraBERTFreeze_run2_AugV5_k16_task1_organization