Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0426	2	7.8287	-0.0417	7.8287	2.7980
No log	0.0851	4	5.5316	-0.0310	5.5316	2.3519
No log	0.1277	6	3.9337	0.0269	3.9337	1.9834
No log	0.1702	8	2.9531	0.1112	2.9531	1.7185
No log	0.2128	10	2.1958	0.1752	2.1958	1.4818
No log	0.2553	12	1.6907	0.1575	1.6907	1.3003
No log	0.2979	14	1.4593	0.1998	1.4593	1.2080
No log	0.3404	16	1.3411	0.1468	1.3411	1.1581
No log	0.3830	18	1.2058	0.2969	1.2058	1.0981
No log	0.4255	20	1.1135	0.4042	1.1135	1.0552
No log	0.4681	22	1.0691	0.4669	1.0691	1.0340
No log	0.5106	24	1.0184	0.4383	1.0184	1.0092
No log	0.5532	26	0.9762	0.3900	0.9762	0.9880
No log	0.5957	28	0.9719	0.3690	0.9719	0.9859
No log	0.6383	30	1.0106	0.3046	1.0106	1.0053
No log	0.6809	32	1.0296	0.3399	1.0296	1.0147
No log	0.7234	34	0.9849	0.4168	0.9849	0.9924
No log	0.7660	36	0.9482	0.4506	0.9482	0.9738
No log	0.8085	38	1.0460	0.3801	1.0460	1.0228
No log	0.8511	40	1.1986	0.3468	1.1986	1.0948
No log	0.8936	42	1.3600	0.3097	1.3600	1.1662
No log	0.9362	44	1.3529	0.3280	1.3529	1.1632
No log	0.9787	46	1.1803	0.3249	1.1803	1.0864
No log	1.0213	48	0.9783	0.4276	0.9783	0.9891
No log	1.0638	50	0.9017	0.4932	0.9017	0.9496
No log	1.1064	52	0.8835	0.4982	0.8835	0.9399
No log	1.1489	54	0.9150	0.5205	0.9150	0.9566
No log	1.1915	56	1.0127	0.4311	1.0127	1.0063
No log	1.2340	58	1.1413	0.3922	1.1413	1.0683
No log	1.2766	60	1.2650	0.3926	1.2650	1.1247
No log	1.3191	62	1.1867	0.4239	1.1867	1.0893
No log	1.3617	64	0.9770	0.4854	0.9770	0.9884
No log	1.4043	66	0.8751	0.5065	0.8751	0.9355
No log	1.4468	68	0.8935	0.4472	0.8935	0.9453
No log	1.4894	70	0.8223	0.5177	0.8223	0.9068
No log	1.5319	72	0.8316	0.5855	0.8316	0.9119
No log	1.5745	74	0.9323	0.5384	0.9323	0.9656
No log	1.6170	76	1.1258	0.4379	1.1258	1.0610
No log	1.6596	78	1.1306	0.4459	1.1306	1.0633
No log	1.7021	80	1.1030	0.4435	1.1030	1.0502
No log	1.7447	82	0.9234	0.5414	0.9234	0.9609
No log	1.7872	84	0.7668	0.6050	0.7668	0.8757
No log	1.8298	86	0.7240	0.6151	0.7240	0.8509
No log	1.8723	88	0.7418	0.5846	0.7418	0.8613
No log	1.9149	90	0.7474	0.5749	0.7474	0.8645
No log	1.9574	92	0.7364	0.5726	0.7364	0.8581
No log	2.0	94	0.7304	0.5824	0.7304	0.8546
No log	2.0426	96	0.7338	0.5809	0.7338	0.8566
No log	2.0851	98	0.7450	0.6107	0.7450	0.8632
No log	2.1277	100	0.7426	0.5986	0.7426	0.8617
No log	2.1702	102	0.7598	0.5897	0.7598	0.8716
No log	2.2128	104	0.7533	0.6030	0.7533	0.8680
No log	2.2553	106	0.7629	0.5921	0.7629	0.8734
No log	2.2979	108	0.7768	0.5975	0.7768	0.8814
No log	2.3404	110	0.8043	0.6171	0.8043	0.8968
No log	2.3830	112	0.7950	0.6340	0.7950	0.8916
No log	2.4255	114	0.7674	0.6270	0.7674	0.8760
No log	2.4681	116	0.7962	0.6212	0.7962	0.8923
No log	2.5106	118	0.8483	0.6314	0.8483	0.9210
No log	2.5532	120	1.0054	0.5296	1.0054	1.0027
No log	2.5957	122	1.0275	0.5296	1.0275	1.0136
No log	2.6383	124	0.9031	0.5930	0.9031	0.9503
No log	2.6809	126	0.7698	0.5852	0.7698	0.8774
No log	2.7234	128	0.7514	0.6229	0.7514	0.8668
No log	2.7660	130	0.7445	0.6371	0.7445	0.8628
No log	2.8085	132	0.7546	0.5883	0.7546	0.8687
No log	2.8511	134	0.7740	0.5928	0.7740	0.8798
No log	2.8936	136	0.7611	0.6154	0.7611	0.8724
No log	2.9362	138	0.7444	0.6182	0.7444	0.8628
No log	2.9787	140	0.7224	0.6196	0.7224	0.8499
No log	3.0213	142	0.7321	0.6415	0.7321	0.8556
No log	3.0638	144	0.7923	0.6358	0.7923	0.8901
No log	3.1064	146	0.7891	0.6445	0.7891	0.8883
No log	3.1489	148	0.7487	0.6385	0.7487	0.8653
No log	3.1915	150	0.7470	0.6305	0.7470	0.8643
No log	3.2340	152	0.7136	0.6553	0.7136	0.8447
No log	3.2766	154	0.7261	0.6426	0.7261	0.8521
No log	3.3191	156	0.7548	0.6149	0.7548	0.8688
No log	3.3617	158	0.7615	0.6096	0.7615	0.8727
No log	3.4043	160	0.7728	0.6096	0.7728	0.8791
No log	3.4468	162	0.7564	0.6356	0.7564	0.8697
No log	3.4894	164	0.7682	0.6243	0.7682	0.8765
No log	3.5319	166	0.7952	0.6177	0.7952	0.8917
No log	3.5745	168	0.7970	0.6177	0.7970	0.8927
No log	3.6170	170	0.7589	0.6360	0.7589	0.8712
No log	3.6596	172	0.7543	0.6635	0.7543	0.8685
No log	3.7021	174	0.7870	0.6325	0.7870	0.8871
No log	3.7447	176	0.8795	0.6058	0.8795	0.9378
No log	3.7872	178	0.8718	0.6058	0.8718	0.9337
No log	3.8298	180	0.7825	0.6274	0.7825	0.8846
No log	3.8723	182	0.7505	0.6421	0.7505	0.8663
No log	3.9149	184	0.7716	0.6566	0.7716	0.8784
No log	3.9574	186	0.7599	0.6686	0.7599	0.8717
No log	4.0	188	0.7506	0.6663	0.7506	0.8664
No log	4.0426	190	0.7527	0.6615	0.7527	0.8676
No log	4.0851	192	0.7549	0.6405	0.7549	0.8689
No log	4.1277	194	0.7555	0.6756	0.7555	0.8692
No log	4.1702	196	0.7707	0.6729	0.7707	0.8779
No log	4.2128	198	0.7745	0.6618	0.7745	0.8801
No log	4.2553	200	0.7717	0.6618	0.7717	0.8785
No log	4.2979	202	0.7431	0.6540	0.7431	0.8620
No log	4.3404	204	0.7366	0.6460	0.7366	0.8582
No log	4.3830	206	0.7873	0.6105	0.7873	0.8873
No log	4.4255	208	0.8959	0.5727	0.8959	0.9465
No log	4.4681	210	0.9103	0.5637	0.9103	0.9541
No log	4.5106	212	0.8332	0.6183	0.8332	0.9128
No log	4.5532	214	0.7815	0.6484	0.7815	0.8840
No log	4.5957	216	0.7912	0.6128	0.7912	0.8895
No log	4.6383	218	0.7993	0.6387	0.7993	0.8940
No log	4.6809	220	0.8211	0.6593	0.8211	0.9061
No log	4.7234	222	0.8723	0.6355	0.8723	0.9339
No log	4.7660	224	0.8273	0.6534	0.8273	0.9096
No log	4.8085	226	0.7860	0.6917	0.7860	0.8866
No log	4.8511	228	0.7714	0.6451	0.7714	0.8783
No log	4.8936	230	0.7936	0.6261	0.7936	0.8909
No log	4.9362	232	0.8224	0.5899	0.8224	0.9069
No log	4.9787	234	0.7754	0.6103	0.7754	0.8806
No log	5.0213	236	0.7216	0.6877	0.7216	0.8495
No log	5.0638	238	0.7112	0.6714	0.7112	0.8433
No log	5.1064	240	0.7194	0.6714	0.7194	0.8482
No log	5.1489	242	0.7655	0.6267	0.7655	0.8749
No log	5.1915	244	0.8452	0.5793	0.8452	0.9194
No log	5.2340	246	0.8585	0.5803	0.8585	0.9265
No log	5.2766	248	0.7866	0.6237	0.7866	0.8869
No log	5.3191	250	0.7801	0.6679	0.7801	0.8832
No log	5.3617	252	0.8631	0.5978	0.8631	0.9290
No log	5.4043	254	0.8466	0.5968	0.8466	0.9201
No log	5.4468	256	0.8154	0.5941	0.8154	0.9030
No log	5.4894	258	0.7946	0.6001	0.7946	0.8914
No log	5.5319	260	0.7814	0.6328	0.7814	0.8839
No log	5.5745	262	0.7980	0.5939	0.7980	0.8933
No log	5.6170	264	0.7795	0.6403	0.7795	0.8829
No log	5.6596	266	0.7636	0.6131	0.7636	0.8738
No log	5.7021	268	0.7655	0.6225	0.7655	0.8749
No log	5.7447	270	0.7661	0.6225	0.7661	0.8753
No log	5.7872	272	0.7628	0.6251	0.7628	0.8734
No log	5.8298	274	0.7764	0.6557	0.7764	0.8811
No log	5.8723	276	0.8236	0.6225	0.8236	0.9075
No log	5.9149	278	0.9299	0.5659	0.9299	0.9643
No log	5.9574	280	0.9672	0.5436	0.9672	0.9835
No log	6.0	282	0.9178	0.5870	0.9178	0.9580
No log	6.0426	284	0.9032	0.6024	0.9032	0.9504
No log	6.0851	286	0.8581	0.5603	0.8581	0.9263
No log	6.1277	288	0.8882	0.5942	0.8882	0.9424
No log	6.1702	290	0.8853	0.5793	0.8853	0.9409
No log	6.2128	292	0.8858	0.5999	0.8858	0.9412
No log	6.2553	294	0.8635	0.6046	0.8635	0.9292
No log	6.2979	296	0.8915	0.5886	0.8915	0.9442
No log	6.3404	298	0.8757	0.5696	0.8757	0.9358
No log	6.3830	300	0.8187	0.6111	0.8187	0.9048
No log	6.4255	302	0.8053	0.6305	0.8053	0.8974
No log	6.4681	304	0.8036	0.6427	0.8036	0.8965
No log	6.5106	306	0.8230	0.6113	0.8230	0.9072
No log	6.5532	308	0.8806	0.5836	0.8806	0.9384
No log	6.5957	310	1.0007	0.5447	1.0007	1.0004
No log	6.6383	312	1.0538	0.5121	1.0538	1.0265
No log	6.6809	314	0.9756	0.5617	0.9756	0.9877
No log	6.7234	316	0.8915	0.6071	0.8915	0.9442
No log	6.7660	318	0.8507	0.6042	0.8507	0.9223
No log	6.8085	320	0.8662	0.5892	0.8662	0.9307
No log	6.8511	322	0.8734	0.5905	0.8734	0.9345
No log	6.8936	324	0.8852	0.6044	0.8852	0.9409
No log	6.9362	326	0.8770	0.6058	0.8770	0.9365
No log	6.9787	328	0.8654	0.5982	0.8654	0.9302
No log	7.0213	330	0.8523	0.6182	0.8523	0.9232
No log	7.0638	332	0.8942	0.5982	0.8942	0.9456
No log	7.1064	334	0.8849	0.5995	0.8849	0.9407
No log	7.1489	336	0.8202	0.6432	0.8202	0.9057
No log	7.1915	338	0.7922	0.6501	0.7922	0.8901
No log	7.2340	340	0.7890	0.6547	0.7890	0.8883
No log	7.2766	342	0.8094	0.6459	0.8094	0.8997
No log	7.3191	344	0.8352	0.6419	0.8352	0.9139
No log	7.3617	346	0.8933	0.6063	0.8933	0.9452
No log	7.4043	348	0.9244	0.5941	0.9244	0.9614
No log	7.4468	350	0.9080	0.6041	0.9080	0.9529
No log	7.4894	352	0.8503	0.6055	0.8503	0.9221
No log	7.5319	354	0.8217	0.6762	0.8217	0.9065
No log	7.5745	356	0.8185	0.6661	0.8185	0.9047
No log	7.6170	358	0.8431	0.6634	0.8431	0.9182
No log	7.6596	360	0.8837	0.6198	0.8837	0.9401
No log	7.7021	362	0.9346	0.5947	0.9346	0.9667
No log	7.7447	364	0.9718	0.5832	0.9718	0.9858
No log	7.7872	366	0.9135	0.5896	0.9135	0.9558
No log	7.8298	368	0.8367	0.6372	0.8367	0.9147
No log	7.8723	370	0.8275	0.6228	0.8275	0.9097
No log	7.9149	372	0.8656	0.6023	0.8656	0.9304
No log	7.9574	374	0.9191	0.6001	0.9191	0.9587
No log	8.0	376	0.9050	0.5997	0.9050	0.9513
No log	8.0426	378	0.9268	0.5976	0.9268	0.9627
No log	8.0851	380	0.8946	0.6209	0.8946	0.9458
No log	8.1277	382	0.8421	0.6173	0.8421	0.9176
No log	8.1702	384	0.8521	0.6048	0.8521	0.9231
No log	8.2128	386	0.8692	0.6174	0.8692	0.9323
No log	8.2553	388	0.8719	0.6169	0.8719	0.9338
No log	8.2979	390	0.8968	0.6196	0.8968	0.9470
No log	8.3404	392	0.9286	0.6056	0.9286	0.9636
No log	8.3830	394	0.8739	0.5991	0.8739	0.9348
No log	8.4255	396	0.8538	0.6337	0.8538	0.9240
No log	8.4681	398	0.8690	0.6114	0.8690	0.9322
No log	8.5106	400	0.9026	0.5853	0.9026	0.9501
No log	8.5532	402	0.8938	0.6042	0.8938	0.9454
No log	8.5957	404	0.8511	0.6246	0.8511	0.9226
No log	8.6383	406	0.8515	0.6218	0.8515	0.9228
No log	8.6809	408	0.8866	0.6119	0.8866	0.9416
No log	8.7234	410	0.9352	0.5941	0.9352	0.9671
No log	8.7660	412	0.9994	0.5478	0.9994	0.9997
No log	8.8085	414	0.9581	0.5795	0.9581	0.9788
No log	8.8511	416	0.9105	0.5905	0.9105	0.9542
No log	8.8936	418	0.8384	0.6179	0.8384	0.9157
No log	8.9362	420	0.8292	0.6244	0.8292	0.9106
No log	8.9787	422	0.8672	0.6376	0.8672	0.9312
No log	9.0213	424	0.8560	0.6376	0.8560	0.9252
No log	9.0638	426	0.8362	0.6430	0.8362	0.9144
No log	9.1064	428	0.8156	0.6432	0.8156	0.9031
No log	9.1489	430	0.8205	0.6273	0.8205	0.9058
No log	9.1915	432	0.8553	0.6037	0.8553	0.9248
No log	9.2340	434	0.8721	0.5992	0.8721	0.9338
No log	9.2766	436	0.8503	0.6291	0.8503	0.9221
No log	9.3191	438	0.8433	0.6284	0.8433	0.9183
No log	9.3617	440	0.8812	0.6129	0.8812	0.9387
No log	9.4043	442	0.8895	0.6120	0.8895	0.9431
No log	9.4468	444	0.9032	0.5932	0.9032	0.9504
No log	9.4894	446	0.8735	0.6311	0.8735	0.9346
No log	9.5319	448	0.8428	0.6229	0.8428	0.9181
No log	9.5745	450	0.8460	0.6150	0.8460	0.9198
No log	9.6170	452	0.8638	0.625	0.8638	0.9294
No log	9.6596	454	0.8953	0.5986	0.8953	0.9462
No log	9.7021	456	0.8758	0.6258	0.8758	0.9358
No log	9.7447	458	0.8545	0.6333	0.8545	0.9244
No log	9.7872	460	0.8355	0.6334	0.8355	0.9141
No log	9.8298	462	0.8031	0.6674	0.8031	0.8962
No log	9.8723	464	0.7992	0.6798	0.7992	0.8940
No log	9.9149	466	0.7912	0.6640	0.7912	0.8895
No log	9.9574	468	0.7985	0.6679	0.7985	0.8936
No log	10.0	470	0.8527	0.6309	0.8527	0.9234
No log	10.0426	472	0.9024	0.6204	0.9024	0.9499
No log	10.0851	474	0.9031	0.6014	0.9031	0.9503
No log	10.1277	476	0.8376	0.6640	0.8376	0.9152
No log	10.1702	478	0.7941	0.6676	0.7941	0.8911
No log	10.2128	480	0.7854	0.6722	0.7854	0.8862
No log	10.2553	482	0.8020	0.7	0.8020	0.8955
No log	10.2979	484	0.8709	0.6303	0.8709	0.9332
No log	10.3404	486	0.9136	0.6039	0.9136	0.9558
No log	10.3830	488	0.8915	0.6273	0.8915	0.9442
No log	10.4255	490	0.8332	0.6449	0.8332	0.9128
No log	10.4681	492	0.7946	0.6743	0.7946	0.8914
No log	10.5106	494	0.7754	0.6451	0.7754	0.8806
No log	10.5532	496	0.7936	0.6761	0.7936	0.8908
No log	10.5957	498	0.8495	0.6477	0.8495	0.9217
0.6231	10.6383	500	0.8678	0.6166	0.8678	0.9316
0.6231	10.6809	502	0.8418	0.6560	0.8418	0.9175
0.6231	10.7234	504	0.8039	0.6390	0.8039	0.8966
0.6231	10.7660	506	0.8083	0.6810	0.8083	0.8991
0.6231	10.8085	508	0.8172	0.6441	0.8172	0.9040
0.6231	10.8511	510	0.8951	0.6375	0.8951	0.9461
0.6231	10.8936	512	1.0441	0.5746	1.0441	1.0218
0.6231	10.9362	514	1.0851	0.5429	1.0851	1.0417
0.6231	10.9787	516	1.0035	0.5788	1.0035	1.0017
0.6231	11.0213	518	0.9044	0.6193	0.9044	0.9510
0.6231	11.0638	520	0.7976	0.6694	0.7976	0.8931
0.6231	11.1064	522	0.7788	0.6785	0.7788	0.8825
0.6231	11.1489	524	0.7926	0.6824	0.7926	0.8903
0.6231	11.1915	526	0.8643	0.6362	0.8643	0.9297
0.6231	11.2340	528	0.9716	0.6053	0.9716	0.9857
0.6231	11.2766	530	0.9710	0.5861	0.9710	0.9854
0.6231	11.3191	532	0.8775	0.6181	0.8775	0.9368
0.6231	11.3617	534	0.7815	0.6799	0.7815	0.8840
0.6231	11.4043	536	0.7829	0.6554	0.7829	0.8848
0.6231	11.4468	538	0.7904	0.6474	0.7904	0.8890
0.6231	11.4894	540	0.7681	0.6602	0.7681	0.8764
0.6231	11.5319	542	0.7601	0.6960	0.7601	0.8718
0.6231	11.5745	544	0.7796	0.6816	0.7796	0.8829
0.6231	11.6170	546	0.7556	0.6876	0.7556	0.8693
0.6231	11.6596	548	0.7362	0.6937	0.7362	0.8580
0.6231	11.7021	550	0.7293	0.6878	0.7293	0.8540
0.6231	11.7447	552	0.7158	0.7231	0.7158	0.8461
0.6231	11.7872	554	0.7618	0.6702	0.7618	0.8728
0.6231	11.8298	556	0.8932	0.6066	0.8932	0.9451
0.6231	11.8723	558	0.9220	0.5950	0.9220	0.9602
0.6231	11.9149	560	0.8376	0.6391	0.8376	0.9152
0.6231	11.9574	562	0.7365	0.6849	0.7365	0.8582
0.6231	12.0	564	0.7256	0.7015	0.7256	0.8518
0.6231	12.0426	566	0.7316	0.6837	0.7316	0.8553
0.6231	12.0851	568	0.7929	0.6732	0.7929	0.8905
0.6231	12.1277	570	0.9296	0.6002	0.9296	0.9642
0.6231	12.1702	572	0.9563	0.5812	0.9563	0.9779
0.6231	12.2128	574	0.9424	0.5912	0.9424	0.9708
0.6231	12.2553	576	0.8961	0.6088	0.8961	0.9466
0.6231	12.2979	578	0.7961	0.6741	0.7961	0.8922
0.6231	12.3404	580	0.7539	0.7248	0.7539	0.8683
0.6231	12.3830	582	0.7489	0.7309	0.7489	0.8654
0.6231	12.4255	584	0.7964	0.6923	0.7964	0.8924
0.6231	12.4681	586	0.8843	0.6506	0.8843	0.9404
0.6231	12.5106	588	0.9201	0.6168	0.9201	0.9592
0.6231	12.5532	590	0.8686	0.6465	0.8686	0.9320
0.6231	12.5957	592	0.8149	0.6845	0.8149	0.9027
0.6231	12.6383	594	0.8322	0.6792	0.8322	0.9123
0.6231	12.6809	596	0.8970	0.6263	0.8970	0.9471
0.6231	12.7234	598	0.9104	0.5965	0.9104	0.9541
0.6231	12.7660	600	0.9083	0.5965	0.9083	0.9530
0.6231	12.8085	602	0.8661	0.6249	0.8661	0.9306
0.6231	12.8511	604	0.8641	0.6345	0.8641	0.9296
0.6231	12.8936	606	0.8358	0.6481	0.8358	0.9142
0.6231	12.9362	608	0.8450	0.6457	0.8450	0.9192
0.6231	12.9787	610	0.8284	0.6509	0.8284	0.9101
0.6231	13.0213	612	0.7878	0.6686	0.7878	0.8876
0.6231	13.0638	614	0.7628	0.7092	0.7628	0.8734
0.6231	13.1064	616	0.7487	0.7159	0.7487	0.8653
0.6231	13.1489	618	0.7629	0.7093	0.7629	0.8734
0.6231	13.1915	620	0.7983	0.6625	0.7983	0.8935
0.6231	13.2340	622	0.8339	0.6441	0.8339	0.9132
0.6231	13.2766	624	0.8234	0.6434	0.8234	0.9074
0.6231	13.3191	626	0.7602	0.7009	0.7602	0.8719
0.6231	13.3617	628	0.7274	0.7194	0.7274	0.8529
0.6231	13.4043	630	0.7304	0.6950	0.7304	0.8546
0.6231	13.4468	632	0.7326	0.6960	0.7326	0.8559
0.6231	13.4894	634	0.7538	0.6857	0.7538	0.8682
0.6231	13.5319	636	0.7987	0.6823	0.7987	0.8937
0.6231	13.5745	638	0.7905	0.6825	0.7905	0.8891
0.6231	13.6170	640	0.7753	0.6709	0.7753	0.8805
0.6231	13.6596	642	0.7747	0.6743	0.7747	0.8801
0.6231	13.7021	644	0.8103	0.6800	0.8103	0.9002
0.6231	13.7447	646	0.8971	0.6439	0.8971	0.9472
0.6231	13.7872	648	0.9093	0.6302	0.9093	0.9535
0.6231	13.8298	650	0.8379	0.6565	0.8379	0.9154
0.6231	13.8723	652	0.7792	0.6510	0.7792	0.8827
0.6231	13.9149	654	0.7713	0.6505	0.7713	0.8782
0.6231	13.9574	656	0.7981	0.6593	0.7981	0.8934
0.6231	14.0	658	0.8478	0.6557	0.8478	0.9208
0.6231	14.0426	660	0.8327	0.6557	0.8327	0.9125
0.6231	14.0851	662	0.8103	0.6693	0.8103	0.9002
0.6231	14.1277	664	0.7871	0.6531	0.7871	0.8872
0.6231	14.1702	666	0.7991	0.6490	0.7991	0.8939
0.6231	14.2128	668	0.8577	0.6545	0.8577	0.9261
0.6231	14.2553	670	0.8957	0.6367	0.8957	0.9464
0.6231	14.2979	672	0.8640	0.6405	0.8640	0.9295
0.6231	14.3404	674	0.7837	0.6551	0.7837	0.8853
0.6231	14.3830	676	0.7592	0.6615	0.7592	0.8713
0.6231	14.4255	678	0.7842	0.6866	0.7842	0.8855
0.6231	14.4681	680	0.8325	0.6457	0.8325	0.9124
0.6231	14.5106	682	0.8116	0.6637	0.8116	0.9009
0.6231	14.5532	684	0.7405	0.6732	0.7405	0.8605
0.6231	14.5957	686	0.7177	0.6795	0.7177	0.8472
0.6231	14.6383	688	0.7302	0.6674	0.7302	0.8545
0.6231	14.6809	690	0.7706	0.6764	0.7706	0.8778
0.6231	14.7234	692	0.8619	0.6490	0.8619	0.9284
0.6231	14.7660	694	0.9682	0.6237	0.9682	0.9840
0.6231	14.8085	696	0.9602	0.6069	0.9602	0.9799
0.6231	14.8511	698	0.8532	0.6189	0.8532	0.9237
0.6231	14.8936	700	0.7799	0.6383	0.7799	0.8831
0.6231	14.9362	702	0.8118	0.6214	0.8118	0.9010
0.6231	14.9787	704	0.8287	0.6090	0.8287	0.9103
0.6231	15.0213	706	0.7911	0.6616	0.7911	0.8895
0.6231	15.0638	708	0.8306	0.6152	0.8306	0.9114
0.6231	15.1064	710	0.9974	0.6069	0.9974	0.9987
0.6231	15.1489	712	1.0666	0.5829	1.0666	1.0328
0.6231	15.1915	714	1.0068	0.5938	1.0068	1.0034
0.6231	15.2340	716	0.8963	0.6330	0.8963	0.9467
0.6231	15.2766	718	0.8130	0.6676	0.8130	0.9016
0.6231	15.3191	720	0.7737	0.6829	0.7737	0.8796
0.6231	15.3617	722	0.7818	0.6847	0.7818	0.8842
0.6231	15.4043	724	0.8009	0.6923	0.8009	0.8949
0.6231	15.4468	726	0.8317	0.6871	0.8317	0.9120
0.6231	15.4894	728	0.8929	0.6330	0.8929	0.9450
0.6231	15.5319	730	0.8580	0.6604	0.8580	0.9263
0.6231	15.5745	732	0.8169	0.6529	0.8169	0.9038
0.6231	15.6170	734	0.7483	0.6419	0.7483	0.8650
0.6231	15.6596	736	0.7358	0.6871	0.7358	0.8578
0.6231	15.7021	738	0.7643	0.6283	0.7643	0.8742
0.6231	15.7447	740	0.8726	0.6444	0.8726	0.9341
0.6231	15.7872	742	0.9030	0.6102	0.9030	0.9503
0.6231	15.8298	744	0.8522	0.6588	0.8522	0.9231
0.6231	15.8723	746	0.8519	0.6737	0.8519	0.9230
0.6231	15.9149	748	0.8130	0.6725	0.8130	0.9017
0.6231	15.9574	750	0.7586	0.6892	0.7586	0.8710
0.6231	16.0	752	0.7581	0.6736	0.7581	0.8707
0.6231	16.0426	754	0.7986	0.6714	0.7986	0.8936
0.6231	16.0851	756	0.8179	0.6615	0.8179	0.9044
0.6231	16.1277	758	0.8235	0.6162	0.8235	0.9075
0.6231	16.1702	760	0.8017	0.6166	0.8017	0.8954
0.6231	16.2128	762	0.7957	0.6287	0.7957	0.8920
0.6231	16.2553	764	0.8044	0.6706	0.8044	0.8969
0.6231	16.2979	766	0.7893	0.6852	0.7893	0.8884
0.6231	16.3404	768	0.7889	0.6871	0.7889	0.8882
0.6231	16.3830	770	0.8069	0.6699	0.8069	0.8983
0.6231	16.4255	772	0.8253	0.6369	0.8253	0.9085
0.6231	16.4681	774	0.7933	0.6364	0.7933	0.8907
0.6231	16.5106	776	0.7900	0.6195	0.7900	0.8888
0.6231	16.5532	778	0.8437	0.6006	0.8437	0.9185
0.6231	16.5957	780	0.8852	0.6122	0.8852	0.9409
0.6231	16.6383	782	0.9349	0.6129	0.9349	0.9669
0.6231	16.6809	784	0.8916	0.6122	0.8916	0.9442
0.6231	16.7234	786	0.7963	0.6310	0.7963	0.8924
0.6231	16.7660	788	0.7821	0.6912	0.7821	0.8844
0.6231	16.8085	790	0.8182	0.6293	0.8182	0.9045
0.6231	16.8511	792	0.7893	0.6633	0.7893	0.8884
0.6231	16.8936	794	0.7643	0.6606	0.7643	0.8743
0.6231	16.9362	796	0.7901	0.6532	0.7901	0.8889
0.6231	16.9787	798	0.8595	0.6454	0.8595	0.9271
0.6231	17.0213	800	0.8664	0.6475	0.8664	0.9308
0.6231	17.0638	802	0.8211	0.6662	0.8211	0.9061
0.6231	17.1064	804	0.7812	0.6576	0.7812	0.8839
0.6231	17.1489	806	0.7657	0.6772	0.7657	0.8751
0.6231	17.1915	808	0.8021	0.6934	0.8021	0.8956
0.6231	17.2340	810	0.8118	0.6896	0.8118	0.9010
0.6231	17.2766	812	0.8221	0.6621	0.8221	0.9067
0.6231	17.3191	814	0.8328	0.6541	0.8328	0.9126
0.6231	17.3617	816	0.8199	0.6493	0.8199	0.9055
0.6231	17.4043	818	0.7902	0.6407	0.7902	0.8889
0.6231	17.4468	820	0.7626	0.6714	0.7626	0.8733
0.6231	17.4894	822	0.7574	0.6406	0.7574	0.8703
0.6231	17.5319	824	0.7857	0.6475	0.7857	0.8864
0.6231	17.5745	826	0.8323	0.6221	0.8323	0.9123
0.6231	17.6170	828	0.8123	0.6181	0.8123	0.9013
0.6231	17.6596	830	0.7865	0.6334	0.7865	0.8869
0.6231	17.7021	832	0.7714	0.6419	0.7714	0.8783
0.6231	17.7447	834	0.7733	0.6435	0.7733	0.8794
0.6231	17.7872	836	0.7838	0.6552	0.7838	0.8853
0.6231	17.8298	838	0.8294	0.6304	0.8294	0.9107
0.6231	17.8723	840	0.8586	0.6251	0.8586	0.9266
0.6231	17.9149	842	0.8484	0.6245	0.8484	0.9211
0.6231	17.9574	844	0.8109	0.6349	0.8109	0.9005
0.6231	18.0	846	0.7706	0.6366	0.7706	0.8778
0.6231	18.0426	848	0.7725	0.6479	0.7725	0.8789
0.6231	18.0851	850	0.7661	0.6366	0.7661	0.8753
0.6231	18.1277	852	0.7831	0.6350	0.7831	0.8849
0.6231	18.1702	854	0.8144	0.6392	0.8144	0.9024
0.6231	18.2128	856	0.8103	0.6326	0.8103	0.9002
0.6231	18.2553	858	0.7660	0.6448	0.7660	0.8752
0.6231	18.2979	860	0.7599	0.6569	0.7599	0.8717
0.6231	18.3404	862	0.7655	0.6448	0.7655	0.8749
0.6231	18.3830	864	0.7916	0.6192	0.7916	0.8897
0.6231	18.4255	866	0.8169	0.6266	0.8169	0.9038
0.6231	18.4681	868	0.8272	0.6441	0.8272	0.9095
0.6231	18.5106	870	0.8248	0.6684	0.8248	0.9082
0.6231	18.5532	872	0.7787	0.6585	0.7787	0.8824
0.6231	18.5957	874	0.7628	0.6572	0.7628	0.8734
0.6231	18.6383	876	0.7681	0.6548	0.7681	0.8764
0.6231	18.6809	878	0.8130	0.6801	0.8130	0.9017
0.6231	18.7234	880	0.8317	0.6713	0.8317	0.9120
0.6231	18.7660	882	0.7860	0.6902	0.7860	0.8866
0.6231	18.8085	884	0.7749	0.6934	0.7749	0.8803
0.6231	18.8511	886	0.7822	0.6915	0.7822	0.8844
0.6231	18.8936	888	0.7624	0.6948	0.7624	0.8732
0.6231	18.9362	890	0.7799	0.6947	0.7799	0.8831
0.6231	18.9787	892	0.8283	0.6545	0.8283	0.9101
0.6231	19.0213	894	0.8963	0.6301	0.8963	0.9467
0.6231	19.0638	896	0.9088	0.6145	0.9088	0.9533
0.6231	19.1064	898	0.9324	0.6047	0.9324	0.9656
0.6231	19.1489	900	0.9335	0.6090	0.9335	0.9662
0.6231	19.1915	902	0.9028	0.6207	0.9028	0.9502
0.6231	19.2340	904	0.8492	0.6300	0.8492	0.9215
0.6231	19.2766	906	0.7954	0.6575	0.7954	0.8919
0.6231	19.3191	908	0.7802	0.6717	0.7802	0.8833
0.6231	19.3617	910	0.7730	0.6699	0.7730	0.8792
0.6231	19.4043	912	0.7620	0.6796	0.7620	0.8730
0.6231	19.4468	914	0.7533	0.6873	0.7533	0.8679
0.6231	19.4894	916	0.7725	0.6693	0.7725	0.8789
0.6231	19.5319	918	0.8344	0.6650	0.8344	0.9134
0.6231	19.5745	920	0.8537	0.6669	0.8537	0.9240
0.6231	19.6170	922	0.8064	0.6612	0.8064	0.8980
0.6231	19.6596	924	0.8003	0.6559	0.8003	0.8946
0.6231	19.7021	926	0.8049	0.6559	0.8049	0.8972
0.6231	19.7447	928	0.7831	0.6573	0.7831	0.8849
0.6231	19.7872	930	0.7456	0.7147	0.7456	0.8635
0.6231	19.8298	932	0.7317	0.7131	0.7317	0.8554
0.6231	19.8723	934	0.7132	0.7196	0.7132	0.8445
0.6231	19.9149	936	0.7241	0.7111	0.7241	0.8509
0.6231	19.9574	938	0.7683	0.6904	0.7683	0.8766
0.6231	20.0	940	0.7770	0.6897	0.7770	0.8814
0.6231	20.0426	942	0.7586	0.7044	0.7586	0.8710
0.6231	20.0851	944	0.7797	0.6873	0.7797	0.8830
0.6231	20.1277	946	0.7964	0.6952	0.7964	0.8924
0.6231	20.1702	948	0.7832	0.7020	0.7832	0.8850
0.6231	20.2128	950	0.7891	0.7020	0.7891	0.8883
0.6231	20.2553	952	0.7806	0.7047	0.7806	0.8835
0.6231	20.2979	954	0.7598	0.7120	0.7598	0.8717
0.6231	20.3404	956	0.7169	0.7017	0.7169	0.8467
0.6231	20.3830	958	0.7100	0.6940	0.7100	0.8426
0.6231	20.4255	960	0.7406	0.7007	0.7406	0.8606
0.6231	20.4681	962	0.8166	0.6498	0.8166	0.9037
0.6231	20.5106	964	0.8875	0.6272	0.8875	0.9421
0.6231	20.5532	966	0.8673	0.6286	0.8673	0.9313
0.6231	20.5957	968	0.7996	0.6344	0.7996	0.8942
0.6231	20.6383	970	0.7130	0.7368	0.7130	0.8444
0.6231	20.6809	972	0.6714	0.7066	0.6714	0.8194
0.6231	20.7234	974	0.6765	0.7256	0.6765	0.8225
0.6231	20.7660	976	0.7266	0.7333	0.7266	0.8524
0.6231	20.8085	978	0.7635	0.6654	0.7635	0.8738
0.6231	20.8511	980	0.7379	0.7125	0.7379	0.8590
0.6231	20.8936	982	0.7283	0.7177	0.7283	0.8534
0.6231	20.9362	984	0.7311	0.7243	0.7311	0.8550
0.6231	20.9787	986	0.7241	0.7270	0.7241	0.8510
0.6231	21.0213	988	0.7388	0.6616	0.7388	0.8595
0.6231	21.0638	990	0.7736	0.6530	0.7736	0.8795
0.6231	21.1064	992	0.8025	0.6389	0.8025	0.8958
0.6231	21.1489	994	0.7804	0.6546	0.7804	0.8834
0.6231	21.1915	996	0.7208	0.7015	0.7208	0.8490
0.6231	21.2340	998	0.6977	0.7108	0.6977	0.8353
0.1729	21.2766	1000	0.7065	0.7081	0.7065	0.8405
0.1729	21.3191	1002	0.7112	0.6939	0.7112	0.8433
0.1729	21.3617	1004	0.7433	0.6642	0.7433	0.8622
0.1729	21.4043	1006	0.7720	0.6498	0.7720	0.8786
0.1729	21.4468	1008	0.7691	0.6498	0.7691	0.8770
0.1729	21.4894	1010	0.7662	0.6514	0.7662	0.8753

Framework versions

Transformers 4.44.2
Pytorch 2.4.1+cu121
Datasets 3.2.0
Tokenizers 0.19.1

MayBashendy/ArabicNewSplits6_FineTuningAraBERTFreeze_run2_AugV5_k19_task1_organization

ArabicNewSplits6_FineTuningAraBERTFreeze_run2_AugV5_k19_task1_organization

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

MayBashendy/
ArabicNewSplits6_FineTuningAraBERTFreeze_run2_AugV5_k19_task1_organization