Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0870	2	7.8102	-0.0549	7.8102	2.7947
No log	0.1739	4	5.4504	-0.0366	5.4504	2.3346
No log	0.2609	6	3.8494	0.0280	3.8494	1.9620
No log	0.3478	8	2.8740	0.1235	2.8740	1.6953
No log	0.4348	10	2.1703	0.1796	2.1703	1.4732
No log	0.5217	12	1.7032	0.1306	1.7032	1.3051
No log	0.6087	14	1.4926	0.2091	1.4926	1.2217
No log	0.6957	16	1.3766	0.1514	1.3766	1.1733
No log	0.7826	18	1.2886	0.1900	1.2886	1.1351
No log	0.8696	20	1.1341	0.3148	1.1341	1.0650
No log	0.9565	22	1.0460	0.4499	1.0460	1.0227
No log	1.0435	24	1.0572	0.4837	1.0572	1.0282
No log	1.1304	26	1.1424	0.3807	1.1424	1.0688
No log	1.2174	28	1.3174	0.3264	1.3174	1.1478
No log	1.3043	30	1.2593	0.3337	1.2593	1.1222
No log	1.3913	32	1.0913	0.3869	1.0913	1.0446
No log	1.4783	34	1.0511	0.4386	1.0511	1.0252
No log	1.5652	36	1.0994	0.3995	1.0994	1.0485
No log	1.6522	38	1.1376	0.3620	1.1376	1.0666
No log	1.7391	40	1.0931	0.3884	1.0931	1.0455
No log	1.8261	42	1.0076	0.4491	1.0076	1.0038
No log	1.9130	44	0.9086	0.5119	0.9086	0.9532
No log	2.0	46	0.8634	0.5317	0.8634	0.9292
No log	2.0870	48	0.8647	0.5009	0.8647	0.9299
No log	2.1739	50	0.9283	0.4821	0.9283	0.9635
No log	2.2609	52	0.9914	0.4234	0.9914	0.9957
No log	2.3478	54	0.9843	0.4386	0.9843	0.9921
No log	2.4348	56	0.9939	0.4579	0.9939	0.9970
No log	2.5217	58	1.0426	0.4371	1.0426	1.0211
No log	2.6087	60	1.0105	0.4414	1.0105	1.0052
No log	2.6957	62	0.9237	0.5414	0.9237	0.9611
No log	2.7826	64	0.8863	0.5503	0.8863	0.9415
No log	2.8696	66	0.8994	0.5827	0.8994	0.9484
No log	2.9565	68	0.8953	0.6094	0.8953	0.9462
No log	3.0435	70	0.8975	0.5978	0.8975	0.9474
No log	3.1304	72	0.9392	0.5856	0.9392	0.9691
No log	3.2174	74	0.9736	0.5439	0.9736	0.9867
No log	3.3043	76	1.0201	0.5004	1.0201	1.0100
No log	3.3913	78	1.0466	0.5038	1.0466	1.0230
No log	3.4783	80	0.9934	0.5586	0.9934	0.9967
No log	3.5652	82	0.9395	0.5742	0.9395	0.9693
No log	3.6522	84	0.8946	0.5971	0.8946	0.9458
No log	3.7391	86	0.8459	0.6096	0.8459	0.9198
No log	3.8261	88	0.8832	0.6353	0.8832	0.9398
No log	3.9130	90	0.8690	0.6369	0.8690	0.9322
No log	4.0	92	0.9232	0.5870	0.9232	0.9608
No log	4.0870	94	0.8659	0.6263	0.8659	0.9305
No log	4.1739	96	0.8665	0.6189	0.8665	0.9309
No log	4.2609	98	0.8492	0.6411	0.8492	0.9215
No log	4.3478	100	0.8406	0.6266	0.8406	0.9169
No log	4.4348	102	0.7767	0.6592	0.7767	0.8813
No log	4.5217	104	0.6956	0.6834	0.6956	0.8340
No log	4.6087	106	0.6797	0.7074	0.6797	0.8244
No log	4.6957	108	0.7245	0.6671	0.7245	0.8512
No log	4.7826	110	0.7499	0.6740	0.7499	0.8660
No log	4.8696	112	0.8927	0.6093	0.8927	0.9448
No log	4.9565	114	1.1308	0.4852	1.1308	1.0634
No log	5.0435	116	1.4915	0.4003	1.4915	1.2213
No log	5.1304	118	1.5235	0.4003	1.5235	1.2343
No log	5.2174	120	1.2296	0.4684	1.2296	1.1089
No log	5.3043	122	0.8041	0.6590	0.8041	0.8967
No log	5.3913	124	0.6826	0.7187	0.6826	0.8262
No log	5.4783	126	0.6959	0.7119	0.6959	0.8342
No log	5.5652	128	0.8227	0.6346	0.8227	0.9070
No log	5.6522	130	1.0129	0.5451	1.0129	1.0064
No log	5.7391	132	1.0252	0.5372	1.0252	1.0125
No log	5.8261	134	0.9542	0.5868	0.9542	0.9768
No log	5.9130	136	0.9299	0.5946	0.9299	0.9643
No log	6.0	138	0.8256	0.6506	0.8256	0.9086
No log	6.0870	140	0.7143	0.6918	0.7143	0.8452
No log	6.1739	142	0.6608	0.6821	0.6608	0.8129
No log	6.2609	144	0.6520	0.6978	0.6520	0.8075
No log	6.3478	146	0.6532	0.6949	0.6532	0.8082
No log	6.4348	148	0.6446	0.6834	0.6446	0.8029
No log	6.5217	150	0.6874	0.6728	0.6874	0.8291
No log	6.6087	152	0.8147	0.6707	0.8147	0.9026
No log	6.6957	154	0.9406	0.5698	0.9406	0.9699
No log	6.7826	156	0.9525	0.5699	0.9525	0.9760
No log	6.8696	158	0.8616	0.6385	0.8616	0.9282
No log	6.9565	160	0.7447	0.6614	0.7447	0.8630
No log	7.0435	162	0.7568	0.6565	0.7568	0.8700
No log	7.1304	164	0.8046	0.6369	0.8046	0.8970
No log	7.2174	166	0.9720	0.5396	0.9720	0.9859
No log	7.3043	168	1.0112	0.5396	1.0112	1.0056
No log	7.3913	170	0.9127	0.5844	0.9127	0.9553
No log	7.4783	172	0.7913	0.6707	0.7913	0.8895
No log	7.5652	174	0.6682	0.6801	0.6682	0.8174
No log	7.6522	176	0.6463	0.7072	0.6463	0.8039
No log	7.7391	178	0.6646	0.6776	0.6646	0.8152
No log	7.8261	180	0.6761	0.6695	0.6761	0.8223
No log	7.9130	182	0.6531	0.6838	0.6531	0.8082
No log	8.0	184	0.6363	0.7158	0.6363	0.7977
No log	8.0870	186	0.6059	0.7329	0.6059	0.7784
No log	8.1739	188	0.6220	0.7106	0.6220	0.7887
No log	8.2609	190	0.7787	0.6527	0.7787	0.8824
No log	8.3478	192	0.9064	0.5959	0.9064	0.9521
No log	8.4348	194	0.9655	0.5804	0.9655	0.9826
No log	8.5217	196	0.8080	0.6413	0.8080	0.8989
No log	8.6087	198	0.6376	0.7133	0.6376	0.7985
No log	8.6957	200	0.6274	0.7504	0.6274	0.7921
No log	8.7826	202	0.6347	0.7161	0.6347	0.7967
No log	8.8696	204	0.7021	0.7164	0.7021	0.8379
No log	8.9565	206	0.8353	0.6541	0.8353	0.9139
No log	9.0435	208	0.9288	0.6153	0.9288	0.9638
No log	9.1304	210	0.8415	0.6587	0.8415	0.9173
No log	9.2174	212	0.6889	0.6853	0.6889	0.8300
No log	9.3043	214	0.6533	0.7077	0.6533	0.8083
No log	9.3913	216	0.6516	0.7077	0.6516	0.8072
No log	9.4783	218	0.6626	0.7144	0.6626	0.8140
No log	9.5652	220	0.6804	0.6986	0.6804	0.8249
No log	9.6522	222	0.7031	0.6986	0.7031	0.8385
No log	9.7391	224	0.6718	0.6986	0.6718	0.8196
No log	9.8261	226	0.6555	0.7028	0.6555	0.8096
No log	9.9130	228	0.6263	0.7097	0.6263	0.7914
No log	10.0	230	0.6230	0.7286	0.6230	0.7893
No log	10.0870	232	0.6237	0.6952	0.6237	0.7898
No log	10.1739	234	0.6481	0.7072	0.6481	0.8051
No log	10.2609	236	0.6563	0.7028	0.6563	0.8101
No log	10.3478	238	0.6449	0.7239	0.6449	0.8030
No log	10.4348	240	0.6513	0.7302	0.6513	0.8070
No log	10.5217	242	0.6514	0.7069	0.6514	0.8071
No log	10.6087	244	0.6543	0.7143	0.6543	0.8089
No log	10.6957	246	0.6560	0.7129	0.6560	0.8099
No log	10.7826	248	0.6524	0.7137	0.6524	0.8077
No log	10.8696	250	0.6670	0.7015	0.6670	0.8167
No log	10.9565	252	0.7286	0.6862	0.7286	0.8536
No log	11.0435	254	0.7786	0.6716	0.7786	0.8824
No log	11.1304	256	0.7196	0.6768	0.7196	0.8483
No log	11.2174	258	0.6910	0.6959	0.6910	0.8312
No log	11.3043	260	0.7116	0.6941	0.7116	0.8436
No log	11.3913	262	0.7030	0.6959	0.7030	0.8384
No log	11.4783	264	0.7118	0.7002	0.7118	0.8437
No log	11.5652	266	0.6894	0.7028	0.6894	0.8303
No log	11.6522	268	0.7070	0.7079	0.7070	0.8408
No log	11.7391	270	0.6932	0.7085	0.6932	0.8326
No log	11.8261	272	0.7180	0.6769	0.7180	0.8474
No log	11.9130	274	0.7563	0.6401	0.7563	0.8696
No log	12.0	276	0.7194	0.6762	0.7194	0.8482
No log	12.0870	278	0.7206	0.6854	0.7206	0.8489
No log	12.1739	280	0.7432	0.6835	0.7432	0.8621
No log	12.2609	282	0.7661	0.6606	0.7661	0.8753
No log	12.3478	284	0.7889	0.6526	0.7889	0.8882
No log	12.4348	286	0.7647	0.6696	0.7647	0.8745
No log	12.5217	288	0.7618	0.6619	0.7618	0.8728
No log	12.6087	290	0.7635	0.6695	0.7635	0.8738
No log	12.6957	292	0.7312	0.6754	0.7312	0.8551
No log	12.7826	294	0.6970	0.7026	0.6970	0.8349
No log	12.8696	296	0.6835	0.6995	0.6835	0.8267
No log	12.9565	298	0.6749	0.7015	0.6749	0.8215
No log	13.0435	300	0.6503	0.7204	0.6503	0.8064
No log	13.1304	302	0.6396	0.7064	0.6396	0.7997
No log	13.2174	304	0.6397	0.6995	0.6397	0.7998
No log	13.3043	306	0.6475	0.6982	0.6475	0.8047
No log	13.3913	308	0.6575	0.7142	0.6575	0.8109
No log	13.4783	310	0.6605	0.7142	0.6605	0.8127
No log	13.5652	312	0.6603	0.6911	0.6603	0.8126
No log	13.6522	314	0.6729	0.7026	0.6729	0.8203
No log	13.7391	316	0.6844	0.6912	0.6844	0.8273
No log	13.8261	318	0.6981	0.6874	0.6981	0.8355
No log	13.9130	320	0.6922	0.6907	0.6922	0.8320
No log	14.0	322	0.7017	0.6916	0.7017	0.8376
No log	14.0870	324	0.6893	0.6916	0.6893	0.8302
No log	14.1739	326	0.6681	0.7168	0.6681	0.8174
No log	14.2609	328	0.6791	0.6827	0.6791	0.8241
No log	14.3478	330	0.7205	0.6882	0.7205	0.8488
No log	14.4348	332	0.7057	0.6882	0.7057	0.8401
No log	14.5217	334	0.6627	0.7109	0.6627	0.8140
No log	14.6087	336	0.6537	0.7123	0.6537	0.8085
No log	14.6957	338	0.6678	0.6997	0.6678	0.8172
No log	14.7826	340	0.6861	0.6961	0.6861	0.8283
No log	14.8696	342	0.6615	0.7086	0.6615	0.8133
No log	14.9565	344	0.6555	0.7390	0.6555	0.8096
No log	15.0435	346	0.6508	0.7346	0.6508	0.8067
No log	15.1304	348	0.6526	0.7019	0.6526	0.8078
No log	15.2174	350	0.6700	0.6940	0.6700	0.8185
No log	15.3043	352	0.6791	0.7040	0.6791	0.8241
No log	15.3913	354	0.6603	0.6773	0.6603	0.8126
No log	15.4783	356	0.6714	0.6819	0.6714	0.8194
No log	15.5652	358	0.6979	0.7038	0.6979	0.8354
No log	15.6522	360	0.6979	0.6944	0.6979	0.8354
No log	15.7391	362	0.7286	0.7068	0.7286	0.8536
No log	15.8261	364	0.6944	0.6908	0.6944	0.8333
No log	15.9130	366	0.6604	0.7057	0.6604	0.8126
No log	16.0	368	0.6692	0.724	0.6692	0.8180
No log	16.0870	370	0.6714	0.7054	0.6714	0.8194
No log	16.1739	372	0.6512	0.7019	0.6512	0.8070
No log	16.2609	374	0.6613	0.7006	0.6613	0.8132
No log	16.3478	376	0.6729	0.7061	0.6729	0.8203
No log	16.4348	378	0.6761	0.6913	0.6761	0.8222
No log	16.5217	380	0.6718	0.6942	0.6718	0.8197
No log	16.6087	382	0.7001	0.6920	0.7001	0.8367
No log	16.6957	384	0.7009	0.6902	0.7009	0.8372
No log	16.7826	386	0.6917	0.7067	0.6917	0.8317
No log	16.8696	388	0.6941	0.7044	0.6941	0.8332
No log	16.9565	390	0.6865	0.6889	0.6865	0.8286
No log	17.0435	392	0.7055	0.6944	0.7055	0.8400
No log	17.1304	394	0.6776	0.7075	0.6776	0.8232
No log	17.2174	396	0.6853	0.6912	0.6853	0.8279
No log	17.3043	398	0.6761	0.6998	0.6761	0.8222
No log	17.3913	400	0.6793	0.7063	0.6793	0.8242
No log	17.4783	402	0.6556	0.6936	0.6556	0.8097
No log	17.5652	404	0.6650	0.6932	0.6650	0.8155
No log	17.6522	406	0.6739	0.7174	0.6739	0.8209
No log	17.7391	408	0.6690	0.7157	0.6690	0.8179
No log	17.8261	410	0.6366	0.7308	0.6366	0.7979
No log	17.9130	412	0.6242	0.7102	0.6242	0.7900
No log	18.0	414	0.6344	0.7055	0.6344	0.7965
No log	18.0870	416	0.6390	0.7120	0.6390	0.7994
No log	18.1739	418	0.6791	0.6947	0.6791	0.8241
No log	18.2609	420	0.7132	0.6680	0.7132	0.8445
No log	18.3478	422	0.6728	0.7024	0.6728	0.8202
No log	18.4348	424	0.6923	0.6857	0.6923	0.8320
No log	18.5217	426	0.7264	0.6918	0.7264	0.8523
No log	18.6087	428	0.6958	0.6920	0.6958	0.8341
No log	18.6957	430	0.6848	0.6892	0.6848	0.8275
No log	18.7826	432	0.7729	0.6522	0.7729	0.8792
No log	18.8696	434	0.7722	0.6522	0.7722	0.8787
No log	18.9565	436	0.7079	0.6732	0.7079	0.8414
No log	19.0435	438	0.7174	0.6684	0.7174	0.8470
No log	19.1304	440	0.7788	0.6880	0.7788	0.8825
No log	19.2174	442	0.7570	0.6836	0.7570	0.8700
No log	19.3043	444	0.6949	0.6999	0.6949	0.8336
No log	19.3913	446	0.7442	0.6591	0.7442	0.8627
No log	19.4783	448	0.8104	0.6143	0.8104	0.9002
No log	19.5652	450	0.7607	0.6431	0.7607	0.8722
No log	19.6522	452	0.7016	0.6938	0.7016	0.8376
No log	19.7391	454	0.6929	0.6967	0.6929	0.8324
No log	19.8261	456	0.6944	0.6864	0.6944	0.8333
No log	19.9130	458	0.6922	0.6967	0.6922	0.8320
No log	20.0	460	0.6942	0.6771	0.6942	0.8332
No log	20.0870	462	0.7216	0.6628	0.7216	0.8494
No log	20.1739	464	0.7700	0.6513	0.7700	0.8775
No log	20.2609	466	0.7486	0.6617	0.7486	0.8652
No log	20.3478	468	0.7027	0.6854	0.7027	0.8382
No log	20.4348	470	0.7567	0.6850	0.7567	0.8699
No log	20.5217	472	0.7854	0.6868	0.7854	0.8863
No log	20.6087	474	0.7489	0.6908	0.7489	0.8654
No log	20.6957	476	0.7196	0.6840	0.7196	0.8483
No log	20.7826	478	0.7287	0.6875	0.7287	0.8536
No log	20.8696	480	0.7316	0.6741	0.7316	0.8553
No log	20.9565	482	0.7625	0.6536	0.7625	0.8732
No log	21.0435	484	0.7119	0.6641	0.7119	0.8437
No log	21.1304	486	0.6788	0.6668	0.6788	0.8239
No log	21.2174	488	0.6746	0.6779	0.6746	0.8213
No log	21.3043	490	0.6783	0.6844	0.6783	0.8236
No log	21.3913	492	0.6833	0.6856	0.6833	0.8266
No log	21.4783	494	0.6919	0.6907	0.6919	0.8318
No log	21.5652	496	0.6993	0.6861	0.6993	0.8362
No log	21.6522	498	0.6954	0.6786	0.6954	0.8339
0.5715	21.7391	500	0.7349	0.6640	0.7349	0.8573
0.5715	21.8261	502	0.7422	0.6377	0.7422	0.8615
0.5715	21.9130	504	0.7049	0.6844	0.7049	0.8396
0.5715	22.0	506	0.7144	0.6804	0.7144	0.8452
0.5715	22.0870	508	0.7257	0.6804	0.7257	0.8519
0.5715	22.1739	510	0.7100	0.6859	0.7100	0.8426
0.5715	22.2609	512	0.7114	0.6884	0.7114	0.8434
0.5715	22.3478	514	0.7162	0.6784	0.7162	0.8463
0.5715	22.4348	516	0.7421	0.6914	0.7421	0.8614
0.5715	22.5217	518	0.7581	0.7005	0.7581	0.8707
0.5715	22.6087	520	0.7609	0.7005	0.7609	0.8723
0.5715	22.6957	522	0.7503	0.6945	0.7503	0.8662
0.5715	22.7826	524	0.7445	0.6877	0.7445	0.8628
0.5715	22.8696	526	0.7345	0.6889	0.7345	0.8571
0.5715	22.9565	528	0.7454	0.6937	0.7454	0.8634
0.5715	23.0435	530	0.7244	0.6819	0.7244	0.8511
0.5715	23.1304	532	0.6901	0.6770	0.6901	0.8307
0.5715	23.2174	534	0.6816	0.6852	0.6816	0.8256
0.5715	23.3043	536	0.6802	0.6785	0.6802	0.8248
0.5715	23.3913	538	0.7202	0.6840	0.7202	0.8486
0.5715	23.4783	540	0.7433	0.6897	0.7433	0.8622
0.5715	23.5652	542	0.7118	0.6778	0.7118	0.8437
0.5715	23.6522	544	0.6941	0.6940	0.6941	0.8331
0.5715	23.7391	546	0.7000	0.6940	0.7000	0.8367
0.5715	23.8261	548	0.7024	0.6940	0.7024	0.8381
0.5715	23.9130	550	0.7238	0.6901	0.7238	0.8508
0.5715	24.0	552	0.7477	0.6831	0.7477	0.8647
0.5715	24.0870	554	0.7356	0.6831	0.7356	0.8577
0.5715	24.1739	556	0.7069	0.6939	0.7069	0.8408
0.5715	24.2609	558	0.6914	0.6935	0.6914	0.8315
0.5715	24.3478	560	0.6965	0.6991	0.6965	0.8346
0.5715	24.4348	562	0.7252	0.6931	0.7252	0.8516
0.5715	24.5217	564	0.7168	0.6931	0.7168	0.8467
0.5715	24.6087	566	0.6829	0.6845	0.6829	0.8264
0.5715	24.6957	568	0.7140	0.6902	0.7140	0.8450
0.5715	24.7826	570	0.7855	0.6418	0.7855	0.8863
0.5715	24.8696	572	0.7483	0.6648	0.7483	0.8650
0.5715	24.9565	574	0.6886	0.6720	0.6886	0.8298
0.5715	25.0435	576	0.6787	0.6954	0.6787	0.8238
0.5715	25.1304	578	0.6788	0.6966	0.6788	0.8239
0.5715	25.2174	580	0.6806	0.7022	0.6806	0.8250
0.5715	25.3043	582	0.6805	0.6941	0.6805	0.8250
0.5715	25.3913	584	0.6810	0.7035	0.6810	0.8253
0.5715	25.4783	586	0.6766	0.6978	0.6766	0.8226
0.5715	25.5652	588	0.6683	0.6910	0.6683	0.8175
0.5715	25.6522	590	0.6860	0.6997	0.6860	0.8283
0.5715	25.7391	592	0.6957	0.7044	0.6957	0.8341
0.5715	25.8261	594	0.6927	0.7089	0.6927	0.8323
0.5715	25.9130	596	0.6572	0.6913	0.6572	0.8107
0.5715	26.0	598	0.6442	0.6960	0.6442	0.8026
0.5715	26.0870	600	0.6791	0.7116	0.6791	0.8241
0.5715	26.1739	602	0.7097	0.6961	0.7097	0.8425
0.5715	26.2609	604	0.6840	0.6970	0.6840	0.8270
0.5715	26.3478	606	0.6575	0.7024	0.6575	0.8109
0.5715	26.4348	608	0.6556	0.6801	0.6556	0.8097
0.5715	26.5217	610	0.6562	0.6923	0.6562	0.8101
0.5715	26.6087	612	0.6586	0.6923	0.6586	0.8115
0.5715	26.6957	614	0.6627	0.6923	0.6627	0.8141
0.5715	26.7826	616	0.6645	0.6923	0.6645	0.8152
0.5715	26.8696	618	0.6678	0.6856	0.6678	0.8172
0.5715	26.9565	620	0.6682	0.6875	0.6682	0.8174
0.5715	27.0435	622	0.6636	0.6873	0.6636	0.8146
0.5715	27.1304	624	0.6770	0.6940	0.6770	0.8228
0.5715	27.2174	626	0.7305	0.6734	0.7305	0.8547
0.5715	27.3043	628	0.7464	0.6734	0.7464	0.8639
0.5715	27.3913	630	0.7338	0.6776	0.7338	0.8566
0.5715	27.4783	632	0.7620	0.6820	0.7620	0.8729
0.5715	27.5652	634	0.7872	0.6839	0.7872	0.8872
0.5715	27.6522	636	0.8034	0.6744	0.8034	0.8963
0.5715	27.7391	638	0.8676	0.6648	0.8676	0.9314
0.5715	27.8261	640	0.8449	0.6690	0.8449	0.9192
0.5715	27.9130	642	0.7525	0.6758	0.7525	0.8675
0.5715	28.0	644	0.7009	0.6898	0.7009	0.8372
0.5715	28.0870	646	0.7032	0.6744	0.7032	0.8386
0.5715	28.1739	648	0.6999	0.6999	0.6999	0.8366
0.5715	28.2609	650	0.7252	0.6750	0.7252	0.8516
0.5715	28.3478	652	0.7231	0.6838	0.7231	0.8504
0.5715	28.4348	654	0.7067	0.7035	0.7067	0.8406
0.5715	28.5217	656	0.7128	0.6789	0.7128	0.8442
0.5715	28.6087	658	0.7318	0.6832	0.7318	0.8555
0.5715	28.6957	660	0.7139	0.6752	0.7139	0.8449
0.5715	28.7826	662	0.7007	0.7026	0.7007	0.8371
0.5715	28.8696	664	0.7027	0.7017	0.7027	0.8383
0.5715	28.9565	666	0.6924	0.6842	0.6924	0.8321
0.5715	29.0435	668	0.6893	0.6776	0.6893	0.8303
0.5715	29.1304	670	0.6932	0.6754	0.6932	0.8326
0.5715	29.2174	672	0.6892	0.6836	0.6892	0.8302
0.5715	29.3043	674	0.7058	0.6854	0.7058	0.8401
0.5715	29.3913	676	0.7378	0.6651	0.7378	0.8590
0.5715	29.4783	678	0.7403	0.6634	0.7403	0.8604
0.5715	29.5652	680	0.7384	0.6634	0.7384	0.8593
0.5715	29.6522	682	0.7453	0.6617	0.7453	0.8633
0.5715	29.7391	684	0.7454	0.6661	0.7454	0.8633
0.5715	29.8261	686	0.7340	0.6727	0.7340	0.8567
0.5715	29.9130	688	0.7505	0.6632	0.7505	0.8663
0.5715	30.0	690	0.7680	0.6715	0.7680	0.8763
0.5715	30.0870	692	0.7447	0.6772	0.7447	0.8629
0.5715	30.1739	694	0.7150	0.6959	0.7150	0.8456
0.5715	30.2609	696	0.7129	0.6941	0.7129	0.8443
0.5715	30.3478	698	0.7149	0.6908	0.7149	0.8455
0.5715	30.4348	700	0.7275	0.6790	0.7275	0.8530
0.5715	30.5217	702	0.7151	0.6790	0.7151	0.8456
0.5715	30.6087	704	0.7093	0.6889	0.7093	0.8422
0.5715	30.6957	706	0.7010	0.6845	0.7010	0.8372
0.5715	30.7826	708	0.7050	0.6804	0.7050	0.8397
0.5715	30.8696	710	0.6979	0.6894	0.6979	0.8354
0.5715	30.9565	712	0.6952	0.6897	0.6952	0.8338
0.5715	31.0435	714	0.7002	0.6871	0.7002	0.8368
0.5715	31.1304	716	0.7115	0.6990	0.7115	0.8435
0.5715	31.2174	718	0.7085	0.6856	0.7085	0.8417
0.5715	31.3043	720	0.7055	0.6859	0.7055	0.8399
0.5715	31.3913	722	0.7067	0.6791	0.7067	0.8406
0.5715	31.4783	724	0.7091	0.6780	0.7091	0.8421
0.5715	31.5652	726	0.7227	0.6837	0.7227	0.8501
0.5715	31.6522	728	0.7449	0.6681	0.7449	0.8631
0.5715	31.7391	730	0.7578	0.6746	0.7578	0.8705
0.5715	31.8261	732	0.7376	0.6887	0.7376	0.8588
0.5715	31.9130	734	0.7252	0.6871	0.7252	0.8516
0.5715	32.0	736	0.7301	0.6940	0.7301	0.8544
0.5715	32.0870	738	0.7448	0.6989	0.7448	0.8630
0.5715	32.1739	740	0.7877	0.6949	0.7877	0.8875
0.5715	32.2609	742	0.7992	0.6746	0.7992	0.8940
0.5715	32.3478	744	0.7549	0.7018	0.7549	0.8689
0.5715	32.4348	746	0.7120	0.7280	0.7120	0.8438
0.5715	32.5217	748	0.7008	0.7004	0.7008	0.8371
0.5715	32.6087	750	0.6910	0.7185	0.6910	0.8312
0.5715	32.6957	752	0.6896	0.7104	0.6896	0.8304
0.5715	32.7826	754	0.7026	0.6861	0.7026	0.8382
0.5715	32.8696	756	0.7238	0.6739	0.7238	0.8507
0.5715	32.9565	758	0.7139	0.6802	0.7139	0.8450
0.5715	33.0435	760	0.6972	0.6964	0.6972	0.8350
0.5715	33.1304	762	0.7060	0.6797	0.7060	0.8402
0.5715	33.2174	764	0.7264	0.6920	0.7264	0.8523
0.5715	33.3043	766	0.7368	0.6986	0.7368	0.8584
0.5715	33.3913	768	0.7667	0.6994	0.7667	0.8756
0.5715	33.4783	770	0.7720	0.6943	0.7720	0.8786
0.5715	33.5652	772	0.7501	0.6951	0.7501	0.8661
0.5715	33.6522	774	0.7270	0.6861	0.7270	0.8526
0.5715	33.7391	776	0.7249	0.6798	0.7249	0.8514
0.5715	33.8261	778	0.7129	0.6891	0.7129	0.8443
0.5715	33.9130	780	0.7047	0.6704	0.7047	0.8395
0.5715	34.0	782	0.7075	0.6881	0.7075	0.8411
0.5715	34.0870	784	0.7049	0.6835	0.7049	0.8396
0.5715	34.1739	786	0.7021	0.6807	0.7021	0.8379
0.5715	34.2609	788	0.6950	0.6881	0.6950	0.8337
0.5715	34.3478	790	0.6871	0.6694	0.6871	0.8289
0.5715	34.4348	792	0.6955	0.6815	0.6955	0.8340
0.5715	34.5217	794	0.7025	0.6700	0.7025	0.8382
0.5715	34.6087	796	0.6971	0.6880	0.6971	0.8349
0.5715	34.6957	798	0.6967	0.6699	0.6967	0.8347
0.5715	34.7826	800	0.7067	0.6795	0.7067	0.8406
0.5715	34.8696	802	0.7451	0.6707	0.7451	0.8632
0.5715	34.9565	804	0.7583	0.6589	0.7583	0.8708
0.5715	35.0435	806	0.7428	0.6648	0.7428	0.8618
0.5715	35.1304	808	0.7300	0.6720	0.7300	0.8544
0.5715	35.2174	810	0.7502	0.6868	0.7502	0.8661
0.5715	35.3043	812	0.7497	0.6868	0.7497	0.8658
0.5715	35.3913	814	0.7432	0.6764	0.7432	0.8621
0.5715	35.4783	816	0.7467	0.6773	0.7467	0.8641
0.5715	35.5652	818	0.7528	0.6773	0.7528	0.8677
0.5715	35.6522	820	0.7529	0.6824	0.7529	0.8677
0.5715	35.7391	822	0.7502	0.6784	0.7502	0.8662
0.5715	35.8261	824	0.7488	0.6857	0.7488	0.8653
0.5715	35.9130	826	0.7362	0.6747	0.7362	0.8580
0.5715	36.0	828	0.7233	0.6777	0.7233	0.8505
0.5715	36.0870	830	0.7114	0.6823	0.7114	0.8434
0.5715	36.1739	832	0.7092	0.6769	0.7092	0.8421
0.5715	36.2609	834	0.6996	0.6815	0.6996	0.8364
0.5715	36.3478	836	0.6863	0.6955	0.6863	0.8285
0.5715	36.4348	838	0.6806	0.6892	0.6806	0.8250
0.5715	36.5217	840	0.6817	0.6920	0.6817	0.8256
0.5715	36.6087	842	0.7414	0.6728	0.7414	0.8610
0.5715	36.6957	844	0.8348	0.6632	0.8348	0.9137
0.5715	36.7826	846	0.8428	0.6535	0.8428	0.9180
0.5715	36.8696	848	0.7797	0.6518	0.7797	0.8830
0.5715	36.9565	850	0.7061	0.6831	0.7061	0.8403
0.5715	37.0435	852	0.6880	0.7048	0.6880	0.8294
0.5715	37.1304	854	0.6910	0.6973	0.6910	0.8313
0.5715	37.2174	856	0.7115	0.6951	0.7115	0.8435
0.5715	37.3043	858	0.7319	0.6732	0.7319	0.8555
0.5715	37.3913	860	0.7588	0.6737	0.7588	0.8711
0.5715	37.4783	862	0.7914	0.6579	0.7914	0.8896
0.5715	37.5652	864	0.7852	0.6644	0.7852	0.8861
0.5715	37.6522	866	0.7372	0.6780	0.7372	0.8586
0.5715	37.7391	868	0.7001	0.6959	0.7001	0.8367
0.5715	37.8261	870	0.7046	0.7035	0.7046	0.8394
0.5715	37.9130	872	0.7148	0.7113	0.7148	0.8455
0.5715	38.0	874	0.7386	0.7154	0.7386	0.8594
0.5715	38.0870	876	0.7718	0.6852	0.7718	0.8785
0.5715	38.1739	878	0.8008	0.6843	0.8008	0.8949
0.5715	38.2609	880	0.7912	0.6832	0.7912	0.8895
0.5715	38.3478	882	0.7525	0.6889	0.7525	0.8675
0.5715	38.4348	884	0.7197	0.7156	0.7197	0.8484
0.5715	38.5217	886	0.7083	0.7116	0.7083	0.8416
0.5715	38.6087	888	0.7024	0.6897	0.7024	0.8381
0.5715	38.6957	890	0.6962	0.6897	0.6962	0.8344
0.5715	38.7826	892	0.6929	0.6897	0.6929	0.8324
0.5715	38.8696	894	0.6949	0.6834	0.6949	0.8336
0.5715	38.9565	896	0.7320	0.6744	0.7320	0.8556
0.5715	39.0435	898	0.7569	0.6700	0.7569	0.8700
0.5715	39.1304	900	0.7555	0.6744	0.7555	0.8692
0.5715	39.2174	902	0.7258	0.6827	0.7258	0.8520
0.5715	39.3043	904	0.7194	0.7043	0.7194	0.8482
0.5715	39.3913	906	0.7248	0.6938	0.7248	0.8514
0.5715	39.4783	908	0.7291	0.6802	0.7291	0.8539
0.5715	39.5652	910	0.7328	0.6795	0.7328	0.8560
0.5715	39.6522	912	0.7767	0.6695	0.7767	0.8813
0.5715	39.7391	914	0.8021	0.6621	0.8021	0.8956
0.5715	39.8261	916	0.7640	0.6730	0.7640	0.8741
0.5715	39.9130	918	0.7250	0.6894	0.7250	0.8515
0.5715	40.0	920	0.7012	0.7158	0.7012	0.8374
0.5715	40.0870	922	0.6928	0.7104	0.6928	0.8323
0.5715	40.1739	924	0.6939	0.7104	0.6939	0.8330
0.5715	40.2609	926	0.6992	0.7026	0.6992	0.8362
0.5715	40.3478	928	0.7104	0.6938	0.7104	0.8428
0.5715	40.4348	930	0.7226	0.6843	0.7226	0.8500
0.5715	40.5217	932	0.7073	0.6906	0.7073	0.8410
0.5715	40.6087	934	0.6911	0.6984	0.6911	0.8313
0.5715	40.6957	936	0.6941	0.6997	0.6941	0.8331
0.5715	40.7826	938	0.7059	0.7033	0.7059	0.8402
0.5715	40.8696	940	0.7191	0.7162	0.7191	0.8480
0.5715	40.9565	942	0.7122	0.7168	0.7122	0.8439
0.5715	41.0435	944	0.6947	0.7134	0.6947	0.8335
0.5715	41.1304	946	0.6904	0.7035	0.6904	0.8309
0.5715	41.2174	948	0.6967	0.7098	0.6967	0.8347
0.5715	41.3043	950	0.7000	0.7160	0.7000	0.8366
0.5715	41.3913	952	0.6910	0.7129	0.6910	0.8313
0.5715	41.4783	954	0.6929	0.6969	0.6929	0.8324
0.5715	41.5652	956	0.6945	0.6917	0.6945	0.8333
0.5715	41.6522	958	0.6967	0.7019	0.6967	0.8347
0.5715	41.7391	960	0.7000	0.7069	0.7000	0.8366
0.5715	41.8261	962	0.7108	0.7049	0.7108	0.8431
0.5715	41.9130	964	0.7129	0.7049	0.7129	0.8443
0.5715	42.0	966	0.7049	0.7105	0.7049	0.8396
0.5715	42.0870	968	0.6996	0.6996	0.6996	0.8364
0.5715	42.1739	970	0.6964	0.6930	0.6964	0.8345
0.5715	42.2609	972	0.6991	0.6784	0.6991	0.8361
0.5715	42.3478	974	0.7053	0.7043	0.7053	0.8398
0.5715	42.4348	976	0.7163	0.6954	0.7163	0.8463
0.5715	42.5217	978	0.7245	0.6934	0.7245	0.8512
0.5715	42.6087	980	0.7312	0.6934	0.7312	0.8551
0.5715	42.6957	982	0.7251	0.6869	0.7251	0.8515
0.5715	42.7826	984	0.7141	0.6911	0.7141	0.8450
0.5715	42.8696	986	0.7254	0.6467	0.7254	0.8517
0.5715	42.9565	988	0.7491	0.6384	0.7491	0.8655
0.5715	43.0435	990	0.7451	0.6346	0.7451	0.8632
0.5715	43.1304	992	0.7113	0.6256	0.7113	0.8434
0.5715	43.2174	994	0.6952	0.6929	0.6952	0.8338
0.5715	43.3043	996	0.7059	0.7008	0.7059	0.8402
0.5715	43.3913	998	0.7184	0.6933	0.7184	0.8476
0.1423	43.4783	1000	0.7165	0.6881	0.7165	0.8465
0.1423	43.5652	1002	0.7169	0.6881	0.7169	0.8467
0.1423	43.6522	1004	0.7246	0.6888	0.7246	0.8512
0.1423	43.7391	1006	0.7151	0.7111	0.7151	0.8456
0.1423	43.8261	1008	0.7195	0.6621	0.7195	0.8482
0.1423	43.9130	1010	0.7240	0.6336	0.7240	0.8509
0.1423	44.0	1012	0.7131	0.6969	0.7131	0.8444
0.1423	44.0870	1014	0.7185	0.6834	0.7185	0.8477
0.1423	44.1739	1016	0.7155	0.6787	0.7155	0.8459
0.1423	44.2609	1018	0.6971	0.6969	0.6971	0.8349
0.1423	44.3478	1020	0.6951	0.6682	0.6951	0.8337
0.1423	44.4348	1022	0.6947	0.6682	0.6947	0.8335
0.1423	44.5217	1024	0.6899	0.6902	0.6899	0.8306
0.1423	44.6087	1026	0.6906	0.6949	0.6906	0.8310
0.1423	44.6957	1028	0.6872	0.6809	0.6872	0.8290
0.1423	44.7826	1030	0.6960	0.6713	0.6960	0.8343
0.1423	44.8696	1032	0.6986	0.6587	0.6986	0.8358
0.1423	44.9565	1034	0.6904	0.6785	0.6904	0.8309
0.1423	45.0435	1036	0.6883	0.6922	0.6883	0.8296
0.1423	45.1304	1038	0.7007	0.7004	0.7007	0.8371
0.1423	45.2174	1040	0.7003	0.7067	0.7003	0.8368
0.1423	45.3043	1042	0.6862	0.6940	0.6862	0.8284
0.1423	45.3913	1044	0.6742	0.7001	0.6742	0.8211
0.1423	45.4783	1046	0.6640	0.6961	0.6640	0.8148
0.1423	45.5652	1048	0.6582	0.6961	0.6582	0.8113
0.1423	45.6522	1050	0.6586	0.7015	0.6586	0.8116
0.1423	45.7391	1052	0.6628	0.7029	0.6628	0.8141
0.1423	45.8261	1054	0.6702	0.7001	0.6702	0.8187
0.1423	45.9130	1056	0.6933	0.7053	0.6933	0.8326
0.1423	46.0	1058	0.7001	0.7053	0.7001	0.8367
0.1423	46.0870	1060	0.6852	0.6984	0.6852	0.8278
0.1423	46.1739	1062	0.6757	0.7157	0.6757	0.8220
0.1423	46.2609	1064	0.6701	0.7149	0.6701	0.8186
0.1423	46.3478	1066	0.6660	0.7120	0.6660	0.8161
0.1423	46.4348	1068	0.6652	0.7079	0.6652	0.8156
0.1423	46.5217	1070	0.6675	0.6989	0.6675	0.8170
0.1423	46.6087	1072	0.6792	0.7042	0.6792	0.8241
0.1423	46.6957	1074	0.7009	0.6931	0.7009	0.8372
0.1423	46.7826	1076	0.7077	0.6880	0.7077	0.8412
0.1423	46.8696	1078	0.6908	0.7051	0.6908	0.8312
0.1423	46.9565	1080	0.6878	0.7013	0.6878	0.8293
0.1423	47.0435	1082	0.6987	0.7013	0.6987	0.8359
0.1423	47.1304	1084	0.6961	0.7013	0.6961	0.8343
0.1423	47.2174	1086	0.6859	0.7045	0.6859	0.8282
0.1423	47.3043	1088	0.6832	0.7045	0.6832	0.8265
0.1423	47.3913	1090	0.6806	0.7045	0.6806	0.8250
0.1423	47.4783	1092	0.6916	0.7033	0.6916	0.8316
0.1423	47.5652	1094	0.6967	0.7033	0.6967	0.8347
0.1423	47.6522	1096	0.6943	0.6926	0.6943	0.8332
0.1423	47.7391	1098	0.6827	0.6929	0.6827	0.8262
0.1423	47.8261	1100	0.6815	0.6962	0.6815	0.8255
0.1423	47.9130	1102	0.6825	0.7083	0.6825	0.8261
0.1423	48.0	1104	0.7022	0.6894	0.7022	0.8380
0.1423	48.0870	1106	0.7089	0.6894	0.7089	0.8419
0.1423	48.1739	1108	0.6983	0.7004	0.6983	0.8357
0.1423	48.2609	1110	0.6970	0.7099	0.6970	0.8348
0.1423	48.3478	1112	0.6990	0.7105	0.6990	0.8361
0.1423	48.4348	1114	0.7008	0.7166	0.7008	0.8371
0.1423	48.5217	1116	0.7021	0.6916	0.7021	0.8379
0.1423	48.6087	1118	0.7074	0.6773	0.7074	0.8411
0.1423	48.6957	1120	0.7336	0.6887	0.7336	0.8565
0.1423	48.7826	1122	0.7482	0.6806	0.7482	0.8650
0.1423	48.8696	1124	0.7359	0.6887	0.7359	0.8578
0.1423	48.9565	1126	0.7088	0.6699	0.7088	0.8419
0.1423	49.0435	1128	0.6985	0.6895	0.6985	0.8357
0.1423	49.1304	1130	0.6959	0.6895	0.6959	0.8342
0.1423	49.2174	1132	0.7042	0.6822	0.7042	0.8392
0.1423	49.3043	1134	0.6965	0.6822	0.6965	0.8345
0.1423	49.3913	1136	0.6918	0.6822	0.6918	0.8317
0.1423	49.4783	1138	0.6963	0.6901	0.6963	0.8344
0.1423	49.5652	1140	0.7186	0.6753	0.7186	0.8477
0.1423	49.6522	1142	0.7306	0.6817	0.7306	0.8547
0.1423	49.7391	1144	0.7471	0.6829	0.7471	0.8644
0.1423	49.8261	1146	0.7319	0.6801	0.7319	0.8555
0.1423	49.9130	1148	0.6956	0.7017	0.6956	0.8340
0.1423	50.0	1150	0.6867	0.6955	0.6867	0.8287
0.1423	50.0870	1152	0.6884	0.6890	0.6884	0.8297
0.1423	50.1739	1154	0.6900	0.7086	0.6900	0.8306
0.1423	50.2609	1156	0.7023	0.7108	0.7023	0.8380
0.1423	50.3478	1158	0.7240	0.6964	0.7240	0.8509
0.1423	50.4348	1160	0.7444	0.6866	0.7444	0.8628
0.1423	50.5217	1162	0.7592	0.6541	0.7592	0.8713
0.1423	50.6087	1164	0.7511	0.6533	0.7511	0.8667
0.1423	50.6957	1166	0.7461	0.6533	0.7461	0.8638
0.1423	50.7826	1168	0.7196	0.6813	0.7196	0.8483

Framework versions

Transformers 4.44.2
Pytorch 2.4.1+cu121
Datasets 3.2.0
Tokenizers 0.19.1

MayBashendy/ArabicNewSplits6_FineTuningAraBERTFreeze_run3_AugV5_k9_task1_organization

ArabicNewSplits6_FineTuningAraBERTFreeze_run3_AugV5_k9_task1_organization

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

MayBashendy/
ArabicNewSplits6_FineTuningAraBERTFreeze_run3_AugV5_k9_task1_organization