Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0126	2	5.5137	-0.0724	5.5137	2.3481
No log	0.0252	4	3.5409	0.0113	3.5409	1.8817
No log	0.0377	6	2.9189	-0.1376	2.9189	1.7085
No log	0.0503	8	2.7891	-0.2000	2.7891	1.6701
No log	0.0629	10	2.1871	0.0696	2.1871	1.4789
No log	0.0755	12	1.4032	0.1951	1.4032	1.1845
No log	0.0881	14	1.7413	0.1470	1.7413	1.3196
No log	0.1006	16	2.2509	0.1990	2.2509	1.5003
No log	0.1132	18	2.3381	0.1089	2.3381	1.5291
No log	0.1258	20	2.2780	0.1513	2.2780	1.5093
No log	0.1384	22	1.9409	0.0742	1.9409	1.3932
No log	0.1509	24	1.6869	0.0	1.6869	1.2988
No log	0.1635	26	1.5979	0.0	1.5979	1.2641
No log	0.1761	28	1.6552	0.0	1.6552	1.2866
No log	0.1887	30	1.6552	0.0	1.6552	1.2865
No log	0.2013	32	1.5768	0.0	1.5768	1.2557
No log	0.2138	34	1.5672	0.0	1.5672	1.2519
No log	0.2264	36	1.5710	0.0	1.5710	1.2534
No log	0.2390	38	1.5151	0.0	1.5151	1.2309
No log	0.2516	40	1.4843	0.2279	1.4843	1.2183
No log	0.2642	42	1.4169	0.3292	1.4169	1.1904
No log	0.2767	44	1.3756	0.3043	1.3756	1.1728
No log	0.2893	46	1.3611	0.1765	1.3611	1.1667
No log	0.3019	48	1.4670	0.0	1.4670	1.2112
No log	0.3145	50	1.4778	0.0	1.4778	1.2156
No log	0.3270	52	1.4232	0.1271	1.4232	1.1930
No log	0.3396	54	1.2409	0.4074	1.2409	1.1140
No log	0.3522	56	1.0684	0.4576	1.0684	1.0336
No log	0.3648	58	1.0176	0.4562	1.0176	1.0088
No log	0.3774	60	1.0665	0.3276	1.0665	1.0327
No log	0.3899	62	1.3930	0.1973	1.3930	1.1803
No log	0.4025	64	1.8305	0.1148	1.8305	1.3530
No log	0.4151	66	1.6629	0.1148	1.6629	1.2895
No log	0.4277	68	1.4071	0.2472	1.4071	1.1862
No log	0.4403	70	1.1442	0.2723	1.1442	1.0697
No log	0.4528	72	0.9594	0.3511	0.9594	0.9795
No log	0.4654	74	0.9758	0.3511	0.9758	0.9878
No log	0.4780	76	0.9805	0.3511	0.9805	0.9902
No log	0.4906	78	1.0143	0.3527	1.0143	1.0071
No log	0.5031	80	0.9745	0.3511	0.9745	0.9871
No log	0.5157	82	0.9195	0.4535	0.9195	0.9589
No log	0.5283	84	1.0363	0.4	1.0363	1.0180
No log	0.5409	86	1.1530	0.4299	1.1530	1.0738
No log	0.5535	88	1.0515	0.5502	1.0515	1.0254
No log	0.5660	90	0.8750	0.5542	0.8750	0.9354
No log	0.5786	92	0.8466	0.3511	0.8466	0.9201
No log	0.5912	94	0.8304	0.4565	0.8304	0.9113
No log	0.6038	96	0.8850	0.5281	0.8850	0.9408
No log	0.6164	98	0.9824	0.5984	0.9824	0.9912
No log	0.6289	100	1.0585	0.5047	1.0585	1.0288
No log	0.6415	102	1.0198	0.5047	1.0198	1.0099
No log	0.6541	104	0.9258	0.4806	0.9258	0.9622
No log	0.6667	106	0.8870	0.5281	0.8870	0.9418
No log	0.6792	108	0.9004	0.5273	0.9004	0.9489
No log	0.6918	110	0.9066	0.6323	0.9066	0.9522
No log	0.7044	112	0.9612	0.6265	0.9612	0.9804
No log	0.7170	114	1.0234	0.5638	1.0234	1.0116
No log	0.7296	116	1.0224	0.5209	1.0224	1.0111
No log	0.7421	118	0.9161	0.7095	0.9161	0.9571
No log	0.7547	120	0.8558	0.7095	0.8558	0.9251
No log	0.7673	122	0.7637	0.6897	0.7637	0.8739
No log	0.7799	124	0.7610	0.6897	0.7610	0.8723
No log	0.7925	126	0.7898	0.6897	0.7898	0.8887
No log	0.8050	128	0.8779	0.6476	0.8779	0.9370
No log	0.8176	130	0.9344	0.5973	0.9344	0.9666
No log	0.8302	132	0.8460	0.6818	0.8460	0.9198
No log	0.8428	134	0.7502	0.6824	0.7502	0.8661
No log	0.8553	136	0.7470	0.6582	0.7470	0.8643
No log	0.8679	138	0.7726	0.5924	0.7726	0.8790
No log	0.8805	140	0.7650	0.6002	0.7650	0.8747
No log	0.8931	142	0.7982	0.5070	0.7982	0.8934
No log	0.9057	144	0.8337	0.5070	0.8337	0.9131
No log	0.9182	146	0.8768	0.4830	0.8768	0.9364
No log	0.9308	148	0.8085	0.4830	0.8085	0.8991
No log	0.9434	150	0.7500	0.4296	0.7500	0.8660
No log	0.9560	152	0.6957	0.72	0.6957	0.8341
No log	0.9686	154	0.6589	0.7194	0.6589	0.8117
No log	0.9811	156	0.7263	0.7720	0.7263	0.8522
No log	0.9937	158	0.7285	0.6476	0.7285	0.8535
No log	1.0063	160	0.8088	0.6485	0.8088	0.8993
No log	1.0189	162	1.0289	0.5393	1.0289	1.0144
No log	1.0314	164	1.1827	0.4011	1.1827	1.0875
No log	1.0440	166	1.4227	0.2677	1.4227	1.1928
No log	1.0566	168	1.4431	0.2677	1.4431	1.2013
No log	1.0692	170	1.1994	0.4011	1.1994	1.0952
No log	1.0818	172	0.8441	0.6114	0.8441	0.9188
No log	1.0943	174	0.6821	0.7838	0.6821	0.8259
No log	1.1069	176	0.6829	0.7686	0.6829	0.8264
No log	1.1195	178	0.6496	0.7608	0.6496	0.8060
No log	1.1321	180	0.6360	0.6824	0.6360	0.7975
No log	1.1447	182	0.8004	0.6469	0.8004	0.8946
No log	1.1572	184	0.8552	0.6469	0.8552	0.9248
No log	1.1698	186	0.7250	0.7095	0.7250	0.8515
No log	1.1824	188	0.6151	0.7417	0.6151	0.7843
No log	1.1950	190	0.6482	0.7529	0.6482	0.8051
No log	1.2075	192	0.6356	0.7447	0.6356	0.7973
No log	1.2201	194	0.6647	0.7417	0.6647	0.8153
No log	1.2327	196	0.8620	0.5965	0.8620	0.9284
No log	1.2453	198	1.1641	0.5532	1.1641	1.0789
No log	1.2579	200	1.3794	0.4044	1.3794	1.1745
No log	1.2704	202	1.3582	0.4044	1.3582	1.1654
No log	1.2830	204	1.1237	0.4625	1.1237	1.0600
No log	1.2956	206	0.9075	0.5889	0.9075	0.9526
No log	1.3082	208	0.8741	0.5889	0.8741	0.9349
No log	1.3208	210	0.9021	0.4432	0.9021	0.9498
No log	1.3333	212	1.0017	0.5020	1.0017	1.0009
No log	1.3459	214	1.1698	0.4044	1.1698	1.0816
No log	1.3585	216	1.2483	0.4991	1.2483	1.1173
No log	1.3711	218	1.2911	0.4991	1.2911	1.1363
No log	1.3836	220	1.2145	0.5532	1.2145	1.1020
No log	1.3962	222	1.1157	0.5532	1.1157	1.0563
No log	1.4088	224	0.9581	0.5965	0.9581	0.9788
No log	1.4214	226	0.9706	0.5965	0.9706	0.9852
No log	1.4340	228	0.9605	0.5926	0.9605	0.9801
No log	1.4465	230	0.8892	0.5965	0.8892	0.9430
No log	1.4591	232	0.8436	0.6008	0.8436	0.9185
No log	1.4717	234	0.8291	0.6008	0.8291	0.9105
No log	1.4843	236	0.9526	0.5556	0.9526	0.9760
No log	1.4969	238	1.2258	0.4991	1.2258	1.1071
No log	1.5094	240	1.3198	0.4991	1.3198	1.1488
No log	1.5220	242	1.1727	0.4991	1.1727	1.0829
No log	1.5346	244	0.8822	0.6115	0.8822	0.9393
No log	1.5472	246	0.7242	0.6363	0.7242	0.8510
No log	1.5597	248	0.7059	0.5792	0.7059	0.8402
No log	1.5723	250	0.7540	0.6356	0.7540	0.8683
No log	1.5849	252	0.8372	0.6545	0.8372	0.9150
No log	1.5975	254	1.0180	0.6545	1.0180	1.0089
No log	1.6101	256	1.2233	0.4806	1.2233	1.1060
No log	1.6226	258	1.3621	0.4625	1.3621	1.1671
No log	1.6352	260	1.4284	0.4625	1.4284	1.1951
No log	1.6478	262	1.4105	0.4625	1.4105	1.1876
No log	1.6604	264	1.2891	0.5349	1.2891	1.1354
No log	1.6730	266	1.1793	0.5366	1.1793	1.0860
No log	1.6855	268	1.1405	0.5366	1.1405	1.0680
No log	1.6981	270	1.1765	0.5366	1.1765	1.0846
No log	1.7107	272	1.2360	0.4615	1.2360	1.1117
No log	1.7233	274	1.2857	0.4425	1.2857	1.1339
No log	1.7358	276	1.2509	0.4806	1.2509	1.1184
No log	1.7484	278	1.2427	0.4806	1.2427	1.1148
No log	1.7610	280	1.1048	0.5556	1.1048	1.0511
No log	1.7736	282	0.9174	0.6309	0.9174	0.9578
No log	1.7862	284	0.8757	0.6363	0.8757	0.9358
No log	1.7987	286	0.9094	0.6309	0.9094	0.9536
No log	1.8113	288	0.9928	0.5933	0.9928	0.9964
No log	1.8239	290	1.2067	0.6398	1.2067	1.0985
No log	1.8365	292	1.4947	0.4491	1.4947	1.2226
No log	1.8491	294	1.5037	0.4491	1.5037	1.2262
No log	1.8616	296	1.3395	0.5333	1.3395	1.1574
No log	1.8742	298	1.1014	0.5532	1.1014	1.0495
No log	1.8868	300	0.9089	0.6115	0.9089	0.9534
No log	1.8994	302	0.7823	0.6545	0.7823	0.8845
No log	1.9119	304	0.7806	0.6545	0.7806	0.8835
No log	1.9245	306	0.8169	0.6545	0.8169	0.9038
No log	1.9371	308	0.8898	0.5532	0.8898	0.9433
No log	1.9497	310	0.9293	0.5532	0.9293	0.9640
No log	1.9623	312	0.8726	0.5532	0.8726	0.9342
No log	1.9748	314	0.7581	0.6940	0.7581	0.8707
No log	1.9874	316	0.7080	0.7426	0.7080	0.8414
No log	2.0	318	0.7088	0.7105	0.7088	0.8419
No log	2.0126	320	0.7202	0.7367	0.7202	0.8486
No log	2.0252	322	0.6889	0.7285	0.6889	0.8300
No log	2.0377	324	0.7063	0.7086	0.7063	0.8404
No log	2.0503	326	0.7453	0.6394	0.7453	0.8633
No log	2.0629	328	0.7324	0.6394	0.7324	0.8558
No log	2.0755	330	0.6746	0.7696	0.6746	0.8214
No log	2.0881	332	0.6386	0.7696	0.6386	0.7991
No log	2.1006	334	0.6515	0.7426	0.6515	0.8072
No log	2.1132	336	0.6723	0.7216	0.6723	0.8200
No log	2.1258	338	0.6749	0.6680	0.6749	0.8215
No log	2.1384	340	0.6778	0.7305	0.6778	0.8233
No log	2.1509	342	0.6819	0.6557	0.6819	0.8258
No log	2.1635	344	0.7617	0.6121	0.7617	0.8728
No log	2.1761	346	0.8347	0.6	0.8347	0.9136
No log	2.1887	348	0.9235	0.6446	0.9235	0.9610
No log	2.2013	350	0.9229	0.6031	0.9229	0.9607
No log	2.2138	352	0.8293	0.6078	0.8293	0.9107
No log	2.2264	354	0.7118	0.6551	0.7118	0.8437
No log	2.2390	356	0.6675	0.6690	0.6675	0.8170
No log	2.2516	358	0.6721	0.6690	0.6721	0.8198
No log	2.2642	360	0.6971	0.6551	0.6971	0.8349
No log	2.2767	362	0.7069	0.6551	0.7069	0.8408
No log	2.2893	364	0.7261	0.6008	0.7261	0.8521
No log	2.3019	366	0.7037	0.6610	0.7037	0.8389
No log	2.3145	368	0.6767	0.7211	0.6767	0.8226
No log	2.3270	370	0.6973	0.7211	0.6973	0.8350
No log	2.3396	372	0.7398	0.5965	0.7398	0.8601
No log	2.3522	374	0.8152	0.5532	0.8152	0.9029
No log	2.3648	376	0.8974	0.5532	0.8974	0.9473
No log	2.3774	378	0.9213	0.5532	0.9213	0.9598
No log	2.3899	380	0.9052	0.5532	0.9052	0.9514
No log	2.4025	382	0.7922	0.5532	0.7922	0.8901
No log	2.4151	384	0.7265	0.5926	0.7265	0.8523
No log	2.4277	386	0.6478	0.7216	0.6478	0.8049
No log	2.4403	388	0.6242	0.7437	0.6242	0.7900
No log	2.4528	390	0.6370	0.7437	0.6370	0.7981
No log	2.4654	392	0.6505	0.7354	0.6505	0.8065
No log	2.4780	394	0.6857	0.6616	0.6857	0.8281
No log	2.4906	396	0.7927	0.6610	0.7927	0.8903
No log	2.5031	398	0.8715	0.6071	0.8715	0.9335
No log	2.5157	400	0.8881	0.6667	0.8881	0.9424
No log	2.5283	402	0.8243	0.6834	0.8243	0.9079
No log	2.5409	404	0.7509	0.6957	0.7509	0.8666
No log	2.5535	406	0.7516	0.6957	0.7516	0.8669
No log	2.5660	408	0.7406	0.6856	0.7406	0.8606
No log	2.5786	410	0.7288	0.6922	0.7288	0.8537
No log	2.5912	412	0.7145	0.6639	0.7145	0.8453
No log	2.6038	414	0.7286	0.7620	0.7286	0.8536
No log	2.6164	416	0.7408	0.7439	0.7408	0.8607
No log	2.6289	418	0.7255	0.7068	0.7255	0.8518
No log	2.6415	420	0.7353	0.7620	0.7353	0.8575
No log	2.6541	422	0.7345	0.7620	0.7345	0.8570
No log	2.6667	424	0.7210	0.7068	0.7210	0.8491
No log	2.6792	426	0.7315	0.6922	0.7315	0.8553
No log	2.6918	428	0.7611	0.6917	0.7611	0.8724
No log	2.7044	430	0.7509	0.6627	0.7509	0.8666
No log	2.7170	432	0.7145	0.6987	0.7145	0.8453
No log	2.7296	434	0.6805	0.7437	0.6805	0.8249
No log	2.7421	436	0.6626	0.7268	0.6626	0.8140
No log	2.7547	438	0.6543	0.7268	0.6543	0.8089
No log	2.7673	440	0.6513	0.7264	0.6513	0.8070
No log	2.7799	442	0.6728	0.6940	0.6728	0.8202
No log	2.7925	444	0.7631	0.7246	0.7631	0.8736
No log	2.8050	446	0.7927	0.6967	0.7927	0.8903
No log	2.8176	448	0.7516	0.6860	0.7516	0.8669
No log	2.8302	450	0.7570	0.6860	0.7570	0.8701
No log	2.8428	452	0.7345	0.6860	0.7345	0.8570
No log	2.8553	454	0.6763	0.7945	0.6763	0.8223
No log	2.8679	456	0.6757	0.7123	0.6757	0.8220
No log	2.8805	458	0.6833	0.7123	0.6833	0.8266
No log	2.8931	460	0.6883	0.7191	0.6883	0.8296
No log	2.9057	462	0.7234	0.7153	0.7234	0.8505
No log	2.9182	464	0.8036	0.6860	0.8036	0.8964
No log	2.9308	466	0.8941	0.6115	0.8941	0.9456
No log	2.9434	468	0.8646	0.6349	0.8646	0.9298
No log	2.9560	470	0.7584	0.6545	0.7584	0.8709
No log	2.9686	472	0.6763	0.5866	0.6763	0.8224
No log	2.9811	474	0.6950	0.7529	0.6950	0.8337
No log	2.9937	476	0.7035	0.7439	0.7035	0.8388
No log	3.0063	478	0.6902	0.6927	0.6902	0.8308
No log	3.0189	480	0.7085	0.6684	0.7085	0.8417
No log	3.0314	482	0.7956	0.7153	0.7956	0.8920
No log	3.0440	484	0.9303	0.6382	0.9303	0.9645
No log	3.0566	486	0.9732	0.6672	0.9732	0.9865
No log	3.0692	488	0.9861	0.6170	0.9861	0.9930
No log	3.0818	490	0.9110	0.6672	0.9110	0.9544
No log	3.0943	492	0.8077	0.6884	0.8077	0.8987
No log	3.1069	494	0.7315	0.7429	0.7315	0.8553
No log	3.1195	496	0.6924	0.7429	0.6924	0.8321
No log	3.1321	498	0.6838	0.7429	0.6838	0.8269
0.5674	3.1447	500	0.7023	0.7429	0.7023	0.8380
0.5674	3.1572	502	0.7046	0.7157	0.7046	0.8394
0.5674	3.1698	504	0.6943	0.7157	0.6943	0.8333
0.5674	3.1824	506	0.7014	0.7157	0.7014	0.8375
0.5674	3.1950	508	0.7190	0.7081	0.7190	0.8479
0.5674	3.2075	510	0.7387	0.7153	0.7387	0.8595
0.5674	3.2201	512	0.7395	0.7153	0.7395	0.8599
0.5674	3.2327	514	0.7439	0.7081	0.7439	0.8625
0.5674	3.2453	516	0.7563	0.7346	0.7563	0.8697
0.5674	3.2579	518	0.7678	0.7346	0.7678	0.8763
0.5674	3.2704	520	0.7624	0.6794	0.7624	0.8732
0.5674	3.2830	522	0.7653	0.6691	0.7653	0.8748
0.5674	3.2956	524	0.7632	0.6741	0.7632	0.8736
0.5674	3.3082	526	0.7617	0.7204	0.7617	0.8728
0.5674	3.3208	528	0.7405	0.7081	0.7405	0.8605
0.5674	3.3333	530	0.7060	0.6627	0.7060	0.8403
0.5674	3.3459	532	0.6859	0.6882	0.6859	0.8282
0.5674	3.3585	534	0.6909	0.6871	0.6909	0.8312
0.5674	3.3711	536	0.6895	0.6591	0.6895	0.8304
0.5674	3.3836	538	0.6776	0.6882	0.6776	0.8232
0.5674	3.3962	540	0.6800	0.7327	0.6800	0.8246
0.5674	3.4088	542	0.7127	0.6356	0.7127	0.8442
0.5674	3.4214	544	0.7485	0.5965	0.7485	0.8652
0.5674	3.4340	546	0.7728	0.6303	0.7728	0.8791
0.5674	3.4465	548	0.8107	0.6616	0.8107	0.9004
0.5674	3.4591	550	0.8797	0.5896	0.8797	0.9379
0.5674	3.4717	552	0.9139	0.5896	0.9139	0.9560
0.5674	3.4843	554	0.9691	0.5896	0.9691	0.9844
0.5674	3.4969	556	1.0370	0.5532	1.0370	1.0183
0.5674	3.5094	558	1.0268	0.5532	1.0268	1.0133
0.5674	3.5220	560	0.9699	0.5556	0.9699	0.9849
0.5674	3.5346	562	0.8839	0.5896	0.8839	0.9402
0.5674	3.5472	564	0.7975	0.6303	0.7975	0.8930
0.5674	3.5597	566	0.7595	0.6860	0.7595	0.8715
0.5674	3.5723	568	0.7356	0.6934	0.7356	0.8577
0.5674	3.5849	570	0.7521	0.6934	0.7521	0.8673
0.5674	3.5975	572	0.7586	0.6860	0.7586	0.8710
0.5674	3.6101	574	0.7985	0.6860	0.7985	0.8936
0.5674	3.6226	576	0.8174	0.6860	0.8174	0.9041
0.5674	3.6352	578	0.8233	0.6860	0.8233	0.9074
0.5674	3.6478	580	0.7927	0.6860	0.7927	0.8903
0.5674	3.6604	582	0.7417	0.7333	0.7417	0.8612
0.5674	3.6730	584	0.7096	0.7692	0.7096	0.8424
0.5674	3.6855	586	0.7017	0.7692	0.7017	0.8377
0.5674	3.6981	588	0.6921	0.7692	0.6921	0.8319
0.5674	3.7107	590	0.6865	0.7162	0.6865	0.8286
0.5674	3.7233	592	0.6922	0.6871	0.6922	0.8320
0.5674	3.7358	594	0.7107	0.7511	0.7107	0.8430
0.5674	3.7484	596	0.7479	0.7211	0.7479	0.8648
0.5674	3.7610	598	0.7521	0.7211	0.7521	0.8673
0.5674	3.7736	600	0.7294	0.7511	0.7294	0.8541
0.5674	3.7862	602	0.7298	0.7511	0.7298	0.8543
0.5674	3.7987	604	0.7543	0.6934	0.7543	0.8685
0.5674	3.8113	606	0.7472	0.6934	0.7472	0.8644
0.5674	3.8239	608	0.7277	0.6934	0.7277	0.8531
0.5674	3.8365	610	0.6964	0.6934	0.6964	0.8345
0.5674	3.8491	612	0.6922	0.6934	0.6922	0.8320
0.5674	3.8616	614	0.6766	0.6934	0.6766	0.8225
0.5674	3.8742	616	0.6723	0.6934	0.6723	0.8199
0.5674	3.8868	618	0.6491	0.7234	0.6491	0.8057
0.5674	3.8994	620	0.6623	0.7594	0.6623	0.8138
0.5674	3.9119	622	0.6606	0.7234	0.6606	0.8127
0.5674	3.9245	624	0.6685	0.6934	0.6685	0.8176
0.5674	3.9371	626	0.6684	0.6934	0.6684	0.8176
0.5674	3.9497	628	0.6959	0.6680	0.6959	0.8342
0.5674	3.9623	630	0.6951	0.6680	0.6951	0.8337
0.5674	3.9748	632	0.6871	0.6680	0.6871	0.8289
0.5674	3.9874	634	0.6812	0.6610	0.6812	0.8254
0.5674	4.0	636	0.6403	0.7234	0.6403	0.8002
0.5674	4.0126	638	0.5908	0.7607	0.5908	0.7686
0.5674	4.0252	640	0.5592	0.7709	0.5592	0.7478
0.5674	4.0377	642	0.5588	0.7709	0.5588	0.7475
0.5674	4.0503	644	0.5651	0.7709	0.5651	0.7517
0.5674	4.0629	646	0.5838	0.7709	0.5838	0.7641
0.5674	4.0755	648	0.6249	0.7709	0.6249	0.7905
0.5674	4.0881	650	0.6848	0.7123	0.6848	0.8275
0.5674	4.1006	652	0.7252	0.6545	0.7252	0.8516
0.5674	4.1132	654	0.7059	0.6545	0.7059	0.8402
0.5674	4.1258	656	0.6892	0.6860	0.6892	0.8302
0.5674	4.1384	658	0.6780	0.7234	0.6780	0.8234
0.5674	4.1509	660	0.6487	0.7709	0.6487	0.8054
0.5674	4.1635	662	0.6333	0.7709	0.6333	0.7958
0.5674	4.1761	664	0.6387	0.7709	0.6387	0.7992
0.5674	4.1887	666	0.6642	0.7153	0.6642	0.8150
0.5674	4.2013	668	0.6559	0.7688	0.6559	0.8099
0.5674	4.2138	670	0.6382	0.6856	0.6382	0.7989
0.5674	4.2264	672	0.6430	0.6856	0.6430	0.8019
0.5674	4.2390	674	0.6462	0.6922	0.6462	0.8038
0.5674	4.2516	676	0.6502	0.6922	0.6502	0.8063
0.5674	4.2642	678	0.6481	0.6992	0.6481	0.8050
0.5674	4.2767	680	0.6447	0.6992	0.6447	0.8029
0.5674	4.2893	682	0.6439	0.6763	0.6439	0.8024
0.5674	4.3019	684	0.6399	0.6763	0.6399	0.7999
0.5674	4.3145	686	0.6360	0.6987	0.6360	0.7975
0.5674	4.3270	688	0.6430	0.6987	0.6430	0.8019
0.5674	4.3396	690	0.6625	0.6977	0.6625	0.8140
0.5674	4.3522	692	0.7157	0.7153	0.7157	0.8460
0.5674	4.3648	694	0.7450	0.7506	0.7450	0.8631
0.5674	4.3774	696	0.7327	0.7506	0.7327	0.8560
0.5674	4.3899	698	0.7156	0.7153	0.7156	0.8460
0.5674	4.4025	700	0.6778	0.7153	0.6778	0.8233
0.5674	4.4151	702	0.6324	0.7234	0.6324	0.7952
0.5674	4.4277	704	0.6201	0.6824	0.6201	0.7875
0.5674	4.4403	706	0.6282	0.7112	0.6282	0.7926
0.5674	4.4528	708	0.6288	0.6824	0.6288	0.7930
0.5674	4.4654	710	0.6379	0.7020	0.6379	0.7987
0.5674	4.4780	712	0.6842	0.6860	0.6842	0.8272
0.5674	4.4906	714	0.6984	0.6860	0.6984	0.8357
0.5674	4.5031	716	0.6975	0.7153	0.6975	0.8351
0.5674	4.5157	718	0.6874	0.7153	0.6874	0.8291
0.5674	4.5283	720	0.6524	0.7153	0.6524	0.8077
0.5674	4.5409	722	0.6371	0.7153	0.6371	0.7982
0.5674	4.5535	724	0.6370	0.7234	0.6370	0.7981
0.5674	4.5660	726	0.6412	0.7234	0.6412	0.8007
0.5674	4.5786	728	0.6781	0.7153	0.6781	0.8235
0.5674	4.5912	730	0.7348	0.7153	0.7348	0.8572
0.5674	4.6038	732	0.7613	0.7153	0.7613	0.8725
0.5674	4.6164	734	0.7509	0.7153	0.7509	0.8666
0.5674	4.6289	736	0.7235	0.7153	0.7235	0.8506
0.5674	4.6415	738	0.7029	0.7153	0.7029	0.8384
0.5674	4.6541	740	0.6755	0.7234	0.6755	0.8219
0.5674	4.6667	742	0.6776	0.7157	0.6776	0.8231
0.5674	4.6792	744	0.6806	0.7157	0.6806	0.8250
0.5674	4.6918	746	0.6646	0.7157	0.6646	0.8152
0.5674	4.7044	748	0.6574	0.7157	0.6574	0.8108
0.5674	4.7170	750	0.6578	0.7692	0.6578	0.8111
0.5674	4.7296	752	0.6633	0.7157	0.6633	0.8144
0.5674	4.7421	754	0.6979	0.7510	0.6979	0.8354
0.5674	4.7547	756	0.7171	0.7427	0.7171	0.8468
0.5674	4.7673	758	0.6968	0.7510	0.6968	0.8347
0.5674	4.7799	760	0.6882	0.8235	0.6882	0.8296
0.5674	4.7925	762	0.7074	0.8043	0.7074	0.8411
0.5674	4.8050	764	0.7127	0.8043	0.7127	0.8442
0.5674	4.8176	766	0.7213	0.8136	0.7213	0.8493
0.5674	4.8302	768	0.7718	0.7427	0.7718	0.8785
0.5674	4.8428	770	0.7757	0.7506	0.7757	0.8808
0.5674	4.8553	772	0.7079	0.7506	0.7079	0.8414
0.5674	4.8679	774	0.6599	0.7234	0.6599	0.8123
0.5674	4.8805	776	0.6676	0.6934	0.6676	0.8171
0.5674	4.8931	778	0.7272	0.6860	0.7272	0.8528
0.5674	4.9057	780	0.8056	0.7246	0.8056	0.8975
0.5674	4.9182	782	0.8413	0.7246	0.8413	0.9172
0.5674	4.9308	784	0.8103	0.6860	0.8103	0.9001
0.5674	4.9434	786	0.7406	0.7081	0.7406	0.8606
0.5674	4.9560	788	0.7113	0.7081	0.7113	0.8434
0.5674	4.9686	790	0.7142	0.6860	0.7142	0.8451
0.5674	4.9811	792	0.7358	0.6860	0.7358	0.8578
0.5674	4.9937	794	0.7608	0.6860	0.7608	0.8722
0.5674	5.0063	796	0.8073	0.6545	0.8073	0.8985
0.5674	5.0189	798	0.8672	0.6349	0.8672	0.9312
0.5674	5.0314	800	0.8903	0.6349	0.8903	0.9435
0.5674	5.0440	802	0.8848	0.6349	0.8848	0.9406
0.5674	5.0566	804	0.8678	0.6545	0.8678	0.9316
0.5674	5.0692	806	0.8306	0.6545	0.8306	0.9114
0.5674	5.0818	808	0.7711	0.6545	0.7711	0.8781
0.5674	5.0943	810	0.7602	0.6545	0.7602	0.8719
0.5674	5.1069	812	0.7890	0.6545	0.7890	0.8883
0.5674	5.1195	814	0.8317	0.6545	0.8317	0.9120
0.5674	5.1321	816	0.8451	0.6545	0.8451	0.9193
0.5674	5.1447	818	0.8360	0.6545	0.8360	0.9143
0.5674	5.1572	820	0.8272	0.6545	0.8272	0.9095
0.5674	5.1698	822	0.7692	0.6545	0.7692	0.8770
0.5674	5.1824	824	0.7221	0.6545	0.7221	0.8497
0.5674	5.1950	826	0.6812	0.7211	0.6812	0.8253
0.5674	5.2075	828	0.6468	0.7211	0.6468	0.8043
0.5674	5.2201	830	0.6253	0.7211	0.6253	0.7907
0.5674	5.2327	832	0.6193	0.7511	0.6193	0.7870
0.5674	5.2453	834	0.6281	0.7211	0.6281	0.7925
0.5674	5.2579	836	0.6311	0.7211	0.6311	0.7944
0.5674	5.2704	838	0.6417	0.7211	0.6417	0.8011
0.5674	5.2830	840	0.6352	0.7211	0.6352	0.7970
0.5674	5.2956	842	0.6429	0.7123	0.6429	0.8018
0.5674	5.3082	844	0.6257	0.7511	0.6257	0.7910
0.5674	5.3208	846	0.6032	0.7216	0.6032	0.7766
0.5674	5.3333	848	0.6048	0.7426	0.6048	0.7777
0.5674	5.3459	850	0.6060	0.7426	0.6060	0.7784
0.5674	5.3585	852	0.5964	0.7426	0.5964	0.7723
0.5674	5.3711	854	0.5943	0.7692	0.5943	0.7709
0.5674	5.3836	856	0.6088	0.7417	0.6088	0.7802
0.5674	5.3962	858	0.6398	0.6860	0.6398	0.7999
0.5674	5.4088	860	0.6734	0.6545	0.6734	0.8206
0.5674	5.4214	862	0.6698	0.6545	0.6698	0.8184
0.5674	5.4340	864	0.6481	0.6545	0.6481	0.8051
0.5674	5.4465	866	0.6209	0.7123	0.6209	0.7879
0.5674	5.4591	868	0.6051	0.7216	0.6051	0.7779
0.5674	5.4717	870	0.5971	0.7216	0.5971	0.7727
0.5674	5.4843	872	0.5971	0.7516	0.5971	0.7727
0.5674	5.4969	874	0.6054	0.7789	0.6054	0.7781
0.5674	5.5094	876	0.6305	0.7153	0.6305	0.7940
0.5674	5.5220	878	0.6592	0.7081	0.6592	0.8119
0.5674	5.5346	880	0.7041	0.7081	0.7041	0.8391
0.5674	5.5472	882	0.7381	0.7153	0.7381	0.8591
0.5674	5.5597	884	0.7344	0.7153	0.7344	0.8569
0.5674	5.5723	886	0.7307	0.7153	0.7307	0.8548
0.5674	5.5849	888	0.7031	0.7081	0.7031	0.8385
0.5674	5.5975	890	0.6882	0.7153	0.6882	0.8296
0.5674	5.6101	892	0.6784	0.7153	0.6784	0.8237
0.5674	5.6226	894	0.6834	0.6940	0.6834	0.8267
0.5674	5.6352	896	0.6950	0.6940	0.6950	0.8337
0.5674	5.6478	898	0.7008	0.6940	0.7008	0.8371
0.5674	5.6604	900	0.7122	0.6866	0.7122	0.8439
0.5674	5.6730	902	0.7016	0.7153	0.7016	0.8376
0.5674	5.6855	904	0.6828	0.7153	0.6828	0.8263
0.5674	5.6981	906	0.6827	0.7153	0.6827	0.8263
0.5674	5.7107	908	0.6929	0.7153	0.6929	0.8324
0.5674	5.7233	910	0.6984	0.7153	0.6984	0.8357
0.5674	5.7358	912	0.6909	0.7153	0.6909	0.8312
0.5674	5.7484	914	0.6668	0.7153	0.6668	0.8166
0.5674	5.7610	916	0.6330	0.7153	0.6330	0.7956
0.5674	5.7736	918	0.6075	0.6866	0.6075	0.7794
0.5674	5.7862	920	0.6002	0.6866	0.6002	0.7747
0.5674	5.7987	922	0.5893	0.7162	0.5893	0.7676
0.5674	5.8113	924	0.5890	0.7429	0.5890	0.7674
0.5674	5.8239	926	0.5985	0.7429	0.5985	0.7736
0.5674	5.8365	928	0.6215	0.7081	0.6215	0.7884
0.5674	5.8491	930	0.6706	0.7427	0.6706	0.8189
0.5674	5.8616	932	0.7030	0.7427	0.7030	0.8384
0.5674	5.8742	934	0.7606	0.7717	0.7606	0.8721
0.5674	5.8868	936	0.7912	0.7363	0.7912	0.8895
0.5674	5.8994	938	0.8504	0.7363	0.8504	0.9222
0.5674	5.9119	940	0.8509	0.7363	0.8509	0.9224
0.5674	5.9245	942	0.8341	0.7363	0.8341	0.9133
0.5674	5.9371	944	0.7813	0.7717	0.7813	0.8839
0.5674	5.9497	946	0.7278	0.7427	0.7278	0.8531
0.5674	5.9623	948	0.6990	0.7427	0.6990	0.8361
0.5674	5.9748	950	0.6832	0.7510	0.6832	0.8266
0.5674	5.9874	952	0.6842	0.7594	0.6842	0.8272
0.5674	6.0	954	0.7014	0.7594	0.7014	0.8375
0.5674	6.0126	956	0.7065	0.7234	0.7065	0.8406
0.5674	6.0252	958	0.7194	0.7234	0.7194	0.8482
0.5674	6.0377	960	0.7080	0.7234	0.7080	0.8414
0.5674	6.0503	962	0.6918	0.7234	0.6918	0.8317
0.5674	6.0629	964	0.6808	0.7157	0.6808	0.8251
0.5674	6.0755	966	0.6545	0.7945	0.6545	0.8090
0.5674	6.0881	968	0.6488	0.7945	0.6488	0.8055
0.5674	6.1006	970	0.6474	0.7945	0.6474	0.8046
0.5674	6.1132	972	0.6507	0.7522	0.6507	0.8066
0.5674	6.1258	974	0.6500	0.7522	0.6500	0.8062
0.5674	6.1384	976	0.6430	0.7685	0.6430	0.8019
0.5674	6.1509	978	0.6433	0.7945	0.6433	0.8021
0.5674	6.1635	980	0.6551	0.7692	0.6551	0.8094
0.5674	6.1761	982	0.6826	0.7234	0.6826	0.8262
0.5674	6.1887	984	0.7001	0.7153	0.7001	0.8367
0.5674	6.2013	986	0.7084	0.7153	0.7084	0.8417
0.5674	6.2138	988	0.7173	0.7153	0.7173	0.8469
0.5674	6.2264	990	0.7246	0.6860	0.7246	0.8512
0.5674	6.2390	992	0.7157	0.6934	0.7157	0.8460
0.5674	6.2516	994	0.6842	0.6934	0.6842	0.8272
0.5674	6.2642	996	0.6462	0.7692	0.6462	0.8038
0.5674	6.2767	998	0.6352	0.7692	0.6352	0.7970
0.1234	6.2893	1000	0.6343	0.7692	0.6343	0.7964
0.1234	6.3019	1002	0.6595	0.7789	0.6595	0.8121
0.1234	6.3145	1004	0.6807	0.7153	0.6807	0.8251
0.1234	6.3270	1006	0.7091	0.7506	0.7091	0.8421
0.1234	6.3396	1008	0.7805	0.7260	0.7805	0.8834
0.1234	6.3522	1010	0.8430	0.7260	0.8430	0.9181
0.1234	6.3648	1012	0.8656	0.7260	0.8656	0.9304
0.1234	6.3774	1014	0.8841	0.6860	0.8841	0.9403
0.1234	6.3899	1016	0.8716	0.6545	0.8716	0.9336
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0.0695	9.4717	1506	0.7400	0.7506	0.7400	0.8602
0.0695	9.4843	1508	0.7356	0.7506	0.7356	0.8577
0.0695	9.4969	1510	0.7292	0.7506	0.7292	0.8539
0.0695	9.5094	1512	0.7210	0.7506	0.7210	0.8491
0.0695	9.5220	1514	0.7142	0.8006	0.7142	0.8451
0.0695	9.5346	1516	0.7088	0.8006	0.7088	0.8419
0.0695	9.5472	1518	0.7078	0.8006	0.7078	0.8413
0.0695	9.5597	1520	0.7053	0.8006	0.7053	0.8398
0.0695	9.5723	1522	0.7047	0.8006	0.7047	0.8395
0.0695	9.5849	1524	0.7039	0.8006	0.7039	0.8390
0.0695	9.5975	1526	0.7033	0.8006	0.7033	0.8386
0.0695	9.6101	1528	0.7049	0.8006	0.7049	0.8396
0.0695	9.6226	1530	0.7063	0.8006	0.7063	0.8404
0.0695	9.6352	1532	0.7035	0.8006	0.7035	0.8388
0.0695	9.6478	1534	0.6985	0.8006	0.6985	0.8358
0.0695	9.6604	1536	0.6918	0.8006	0.6918	0.8317
0.0695	9.6730	1538	0.6865	0.8006	0.6865	0.8285
0.0695	9.6855	1540	0.6836	0.8006	0.6836	0.8268
0.0695	9.6981	1542	0.6814	0.8006	0.6814	0.8254
0.0695	9.7107	1544	0.6819	0.8006	0.6819	0.8258
0.0695	9.7233	1546	0.6842	0.8006	0.6842	0.8272
0.0695	9.7358	1548	0.6868	0.8006	0.6868	0.8287
0.0695	9.7484	1550	0.6886	0.8006	0.6886	0.8298
0.0695	9.7610	1552	0.6899	0.8006	0.6899	0.8306
0.0695	9.7736	1554	0.6906	0.8006	0.6906	0.8310
0.0695	9.7862	1556	0.6920	0.8006	0.6920	0.8318
0.0695	9.7987	1558	0.6927	0.8006	0.6927	0.8323
0.0695	9.8113	1560	0.6927	0.8006	0.6927	0.8323
0.0695	9.8239	1562	0.6933	0.8006	0.6933	0.8326
0.0695	9.8365	1564	0.6932	0.8006	0.6932	0.8326
0.0695	9.8491	1566	0.6935	0.8006	0.6935	0.8328
0.0695	9.8616	1568	0.6946	0.8006	0.6946	0.8335
0.0695	9.8742	1570	0.6960	0.8006	0.6960	0.8343
0.0695	9.8868	1572	0.6966	0.8006	0.6966	0.8346
0.0695	9.8994	1574	0.6972	0.8006	0.6972	0.8350
0.0695	9.9119	1576	0.6969	0.8006	0.6969	0.8348
0.0695	9.9245	1578	0.6967	0.8006	0.6967	0.8347
0.0695	9.9371	1580	0.6970	0.8006	0.6970	0.8349
0.0695	9.9497	1582	0.6977	0.8006	0.6977	0.8353
0.0695	9.9623	1584	0.6985	0.8006	0.6985	0.8358
0.0695	9.9748	1586	0.6994	0.8006	0.6994	0.8363
0.0695	9.9874	1588	0.7000	0.8006	0.7000	0.8366
0.0695	10.0	1590	0.7001	0.8006	0.7001	0.8367

Framework versions

Transformers 4.44.2
Pytorch 2.4.0+cu118
Datasets 2.21.0
Tokenizers 0.19.1

MayBashendy/Arabic_FineTuningAraBERT_AugV5_k15_task1_organization_fold0

Arabic_FineTuningAraBERT_AugV5_k15_task1_organization_fold0

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

MayBashendy/
Arabic_FineTuningAraBERT_AugV5_k15_task1_organization_fold0