Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0164	2	4.3257	0.0	4.3257	2.0798
No log	0.0328	4	2.4358	-0.0722	2.4358	1.5607
No log	0.0492	6	1.5643	0.0	1.5643	1.2507
No log	0.0656	8	1.6200	0.0	1.6200	1.2728
No log	0.0820	10	1.4691	0.0	1.4691	1.2121
No log	0.0984	12	1.4667	0.0	1.4667	1.2111
No log	0.1148	14	1.7052	0.0	1.7052	1.3058
No log	0.1311	16	1.4637	0.0	1.4637	1.2098
No log	0.1475	18	1.0913	0.3293	1.0913	1.0447
No log	0.1639	20	1.0574	0.0320	1.0574	1.0283
No log	0.1803	22	1.3219	-0.0296	1.3219	1.1497
No log	0.1967	24	2.1924	0.0	2.1924	1.4807
No log	0.2131	26	2.4574	0.0866	2.4574	1.5676
No log	0.2295	28	1.9983	0.0	1.9983	1.4136
No log	0.2459	30	1.7084	0.0	1.7084	1.3071
No log	0.2623	32	1.5042	0.0	1.5042	1.2264
No log	0.2787	34	1.3356	0.0	1.3356	1.1557
No log	0.2951	36	1.1637	0.1921	1.1637	1.0788
No log	0.3115	38	1.1118	0.0530	1.1118	1.0544
No log	0.3279	40	1.0472	0.0	1.0472	1.0233
No log	0.3443	42	1.0619	-0.375	1.0619	1.0305
No log	0.3607	44	1.2018	-0.0296	1.2018	1.0963
No log	0.3770	46	1.5197	0.0	1.5197	1.2328
No log	0.3934	48	1.4381	0.0873	1.4381	1.1992
No log	0.4098	50	1.3463	0.0873	1.3463	1.1603
No log	0.4262	52	1.2107	0.0678	1.2107	1.1003
No log	0.4426	54	1.2140	0.0788	1.2140	1.1018
No log	0.4590	56	1.1763	-0.0565	1.1763	1.0846
No log	0.4754	58	1.3128	0.0833	1.3128	1.1458
No log	0.4918	60	1.5930	0.0873	1.5930	1.2621
No log	0.5082	62	2.1622	0.0873	2.1622	1.4705
No log	0.5246	64	2.2981	0.0	2.2981	1.5160
No log	0.5410	66	1.8783	0.0873	1.8783	1.3705
No log	0.5574	68	1.3058	0.0833	1.3058	1.1427
No log	0.5738	70	1.0576	-0.0927	1.0576	1.0284
No log	0.5902	72	1.0610	-0.0927	1.0610	1.0301
No log	0.6066	74	1.2635	-0.0296	1.2635	1.1241
No log	0.6230	76	1.3947	0.0833	1.3947	1.1810
No log	0.6393	78	1.5163	0.0833	1.5163	1.2314
No log	0.6557	80	1.4084	0.0833	1.4084	1.1868
No log	0.6721	82	1.2679	-0.0296	1.2679	1.1260
No log	0.6885	84	0.9738	0.384	0.9738	0.9868
No log	0.7049	86	0.9616	0.2143	0.9616	0.9806
No log	0.7213	88	1.1608	-0.0732	1.1608	1.0774
No log	0.7377	90	1.5110	-0.0185	1.5110	1.2292
No log	0.7541	92	1.6383	-0.0185	1.6383	1.2799
No log	0.7705	94	1.6765	-0.0421	1.6765	1.2948
No log	0.7869	96	1.6658	-0.1379	1.6658	1.2907
No log	0.8033	98	1.8144	-0.0087	1.8144	1.3470
No log	0.8197	100	1.7471	0.0833	1.7471	1.3218
No log	0.8361	102	1.3595	-0.0296	1.3595	1.1660
No log	0.8525	104	1.0257	-0.1159	1.0257	1.0128
No log	0.8689	106	0.9539	0.2080	0.9539	0.9767
No log	0.8852	108	0.8952	0.2080	0.8952	0.9462
No log	0.9016	110	0.9483	0.0530	0.9483	0.9738
No log	0.9180	112	0.8724	0.3623	0.8724	0.9340
No log	0.9344	114	0.7956	0.2143	0.7956	0.8920
No log	0.9508	116	1.0434	0.0435	1.0434	1.0215
No log	0.9672	118	0.8516	0.2080	0.8516	0.9228
No log	0.9836	120	0.9413	0.3444	0.9413	0.9702
No log	1.0	122	1.3282	0.2814	1.3282	1.1525
No log	1.0164	124	0.9231	0.1951	0.9231	0.9608
No log	1.0328	126	0.7568	0.2143	0.7568	0.8699
No log	1.0492	128	0.8429	-0.2222	0.8429	0.9181
No log	1.0656	130	0.7325	0.2143	0.7325	0.8559
No log	1.0820	132	1.0143	0.3006	1.0143	1.0071
No log	1.0984	134	1.3174	-0.0421	1.3174	1.1478
No log	1.1148	136	1.1691	0.1951	1.1691	1.0813
No log	1.1311	138	0.9329	0.1987	0.9329	0.9659
No log	1.1475	140	0.8729	0.0435	0.8729	0.9343
No log	1.1639	142	0.9768	0.0435	0.9768	0.9883
No log	1.1803	144	1.0910	0.1987	1.0910	1.0445
No log	1.1967	146	1.1476	0.1987	1.1476	1.0713
No log	1.2131	148	1.1537	0.0435	1.1537	1.0741
No log	1.2295	150	1.0706	0.0435	1.0706	1.0347
No log	1.2459	152	1.1074	0.0435	1.1074	1.0523
No log	1.2623	154	1.4710	-0.0377	1.4710	1.2129
No log	1.2787	156	2.2908	0.1418	2.2908	1.5136
No log	1.2951	158	2.8174	0.0217	2.8174	1.6785
No log	1.3115	160	2.4494	0.0748	2.4494	1.5651
No log	1.3279	162	1.4372	0.0603	1.4372	1.1988
No log	1.3443	164	0.8899	0.3077	0.8899	0.9433
No log	1.3607	166	0.8303	0.1538	0.8303	0.9112
No log	1.3770	168	0.8554	0.1769	0.8554	0.9249
No log	1.3934	170	1.0425	0.1987	1.0425	1.0210
No log	1.4098	172	1.1709	0.1951	1.1709	1.0821
No log	1.4262	174	1.1002	0.3125	1.1002	1.0489
No log	1.4426	176	0.9768	0.1333	0.9768	0.9883
No log	1.4590	178	1.0138	0.1333	1.0138	1.0069
No log	1.4754	180	1.0447	0.0128	1.0447	1.0221
No log	1.4918	182	1.0851	0.0272	1.0851	1.0417
No log	1.5082	184	1.1139	0.0435	1.1139	1.0554
No log	1.5246	186	1.0848	0.0435	1.0848	1.0415
No log	1.5410	188	1.1094	0.0435	1.1094	1.0533
No log	1.5574	190	1.0636	0.0435	1.0636	1.0313
No log	1.5738	192	0.9789	0.2080	0.9789	0.9894
No log	1.5902	194	0.9588	0.2080	0.9588	0.9792
No log	1.6066	196	1.0257	0.2080	1.0257	1.0127
No log	1.6230	198	1.0708	0.3433	1.0708	1.0348
No log	1.6393	200	1.0069	0.2080	1.0069	1.0034
No log	1.6557	202	0.9268	0.0	0.9268	0.9627
No log	1.6721	204	0.9807	0.1118	0.9807	0.9903
No log	1.6885	206	1.0662	0.1333	1.0662	1.0326
No log	1.7049	208	1.1681	0.3006	1.1681	1.0808
No log	1.7213	210	1.3267	0.1951	1.3267	1.1518
No log	1.7377	212	1.1641	0.1951	1.1641	1.0789
No log	1.7541	214	0.9161	0.1295	0.9161	0.9571
No log	1.7705	216	0.9329	-0.0593	0.9329	0.9658
No log	1.7869	218	0.9053	-0.0593	0.9053	0.9515
No log	1.8033	220	0.8565	0.2763	0.8565	0.9255
No log	1.8197	222	0.8685	0.2763	0.8685	0.9319
No log	1.8361	224	0.8219	0.1295	0.8219	0.9066
No log	1.8525	226	0.8727	-0.0694	0.8727	0.9342
No log	1.8689	228	0.9280	0.2092	0.9280	0.9633
No log	1.8852	230	0.8457	-0.0694	0.8457	0.9196
No log	1.9016	232	0.7434	0.1538	0.7434	0.8622
No log	1.9180	234	0.7411	0.1818	0.7411	0.8609
No log	1.9344	236	0.7413	0.1037	0.7413	0.8610
No log	1.9508	238	0.7888	-0.0694	0.7888	0.8881
No log	1.9672	240	0.8774	0.2048	0.8774	0.9367
No log	1.9836	242	1.0561	0.2048	1.0561	1.0277
No log	2.0	244	1.1221	0.2804	1.1221	1.0593
No log	2.0164	246	1.1991	0.2936	1.1991	1.0950
No log	2.0328	248	1.2104	0.2731	1.2104	1.1002
No log	2.0492	250	1.2496	0.0571	1.2496	1.1179
No log	2.0656	252	1.2234	0.0571	1.2234	1.1061
No log	2.0820	254	1.1707	0.0571	1.1707	1.0820
No log	2.0984	256	1.0859	0.0571	1.0859	1.0421
No log	2.1148	258	1.1855	0.0538	1.1855	1.0888
No log	2.1311	260	1.3622	0.0538	1.3622	1.1671
No log	2.1475	262	1.3908	0.0538	1.3908	1.1793
No log	2.1639	264	1.1464	0.0530	1.1464	1.0707
No log	2.1803	266	0.8765	0.0320	0.8765	0.9362
No log	2.1967	268	0.8297	0.0320	0.8297	0.9109
No log	2.2131	270	0.9082	0.0320	0.9082	0.9530
No log	2.2295	272	1.1835	0.0530	1.1835	1.0879
No log	2.2459	274	1.8738	0.0797	1.8738	1.3689
No log	2.2623	276	1.9556	0.0769	1.9556	1.3984
No log	2.2787	278	1.3106	0.1951	1.3106	1.1448
No log	2.2951	280	0.8827	0.3265	0.8827	0.9395
No log	2.3115	282	0.8389	0.1295	0.8389	0.9159
No log	2.3279	284	0.8268	0.1295	0.8268	0.9093
No log	2.3443	286	0.8582	0.3433	0.8582	0.9264
No log	2.3607	288	1.0442	0.0530	1.0442	1.0219
No log	2.3770	290	1.1042	0.1951	1.1042	1.0508
No log	2.3934	292	1.0667	0.1951	1.0667	1.0328
No log	2.4098	294	0.9334	0.0530	0.9334	0.9661
No log	2.4262	296	0.8274	0.2763	0.8274	0.9096
No log	2.4426	298	0.8461	-0.0405	0.8461	0.9198
No log	2.4590	300	0.8516	-0.0405	0.8516	0.9228
No log	2.4754	302	0.8468	-0.0154	0.8468	0.9202
No log	2.4918	304	0.9002	0.2029	0.9002	0.9488
No log	2.5082	306	1.0260	0.0530	1.0260	1.0129
No log	2.5246	308	1.1061	0.0530	1.1061	1.0517
No log	2.5410	310	1.0819	0.0530	1.0819	1.0401
No log	2.5574	312	0.9318	0.2080	0.9318	0.9653
No log	2.5738	314	0.8778	0.0179	0.8778	0.9369
No log	2.5902	316	0.8797	0.0179	0.8797	0.9379
No log	2.6066	318	0.9181	0.0179	0.9181	0.9582
No log	2.6230	320	0.9960	0.0530	0.9960	0.9980
No log	2.6393	322	1.0174	0.0530	1.0174	1.0087
No log	2.6557	324	1.0687	0.0530	1.0687	1.0338
No log	2.6721	326	1.0392	0.0530	1.0392	1.0194
No log	2.6885	328	1.0038	-0.1159	1.0038	1.0019
No log	2.7049	330	0.9913	0.0530	0.9913	0.9956
No log	2.7213	332	1.0188	0.0530	1.0188	1.0093
No log	2.7377	334	1.1421	0.0530	1.1421	1.0687
No log	2.7541	336	1.0107	0.0530	1.0107	1.0053
No log	2.7705	338	0.8681	-0.0342	0.8681	0.9317
No log	2.7869	340	0.9097	0.1270	0.9097	0.9538
No log	2.8033	342	0.9123	0.1270	0.9123	0.9552
No log	2.8197	344	0.8508	0.1270	0.8508	0.9224
No log	2.8361	346	0.8650	0.0435	0.8650	0.9301
No log	2.8525	348	0.8617	0.0435	0.8617	0.9283
No log	2.8689	350	0.8551	0.0435	0.8551	0.9247
No log	2.8852	352	0.8067	0.2143	0.8067	0.8982
No log	2.9016	354	0.7881	0.0	0.7881	0.8878
No log	2.9180	356	0.7760	0.2143	0.7760	0.8809
No log	2.9344	358	0.7790	0.0320	0.7790	0.8826
No log	2.9508	360	0.7559	0.2143	0.7559	0.8694
No log	2.9672	362	0.7533	0.0	0.7533	0.8680
No log	2.9836	364	0.7822	0.1538	0.7822	0.8844
No log	3.0	366	0.7619	0.1852	0.7619	0.8728
No log	3.0164	368	0.8316	0.1987	0.8316	0.9119
No log	3.0328	370	0.9734	0.1951	0.9734	0.9866
No log	3.0492	372	0.9756	0.1951	0.9756	0.9877
No log	3.0656	374	0.9613	0.1951	0.9613	0.9805
No log	3.0820	376	0.9968	0.1951	0.9968	0.9984
No log	3.0984	378	0.9961	0.1951	0.9961	0.9981
No log	3.1148	380	0.9099	0.1951	0.9099	0.9539
No log	3.1311	382	0.8364	0.0320	0.8364	0.9145
No log	3.1475	384	0.8411	0.0320	0.8411	0.9171
No log	3.1639	386	0.9024	0.0530	0.9024	0.9499
No log	3.1803	388	1.1334	0.1951	1.1334	1.0646
No log	3.1967	390	1.2754	0.1709	1.2754	1.1293
No log	3.2131	392	1.1153	0.1951	1.1153	1.0561
No log	3.2295	394	0.9189	0.0128	0.9189	0.9586
No log	3.2459	396	0.9071	0.1295	0.9071	0.9524
No log	3.2623	398	0.8913	-0.0342	0.8913	0.9441
No log	3.2787	400	0.8765	0.0179	0.8765	0.9362
No log	3.2951	402	0.9651	0.0530	0.9651	0.9824
No log	3.3115	404	1.1242	0.1951	1.1242	1.0603
No log	3.3279	406	1.0507	0.0530	1.0507	1.0250
No log	3.3443	408	0.9126	0.0435	0.9126	0.9553
No log	3.3607	410	0.8986	-0.1786	0.8986	0.9479
No log	3.3770	412	0.9279	-0.1440	0.9279	0.9633
No log	3.3934	414	0.9767	0.0435	0.9767	0.9883
No log	3.4098	416	0.9858	0.0435	0.9858	0.9929
No log	3.4262	418	1.0458	0.0530	1.0458	1.0226
No log	3.4426	420	1.1871	0.1921	1.1871	1.0895
No log	3.4590	422	1.2378	0.1921	1.2378	1.1125
No log	3.4754	424	1.0707	0.1921	1.0707	1.0347
No log	3.4918	426	1.0402	0.1951	1.0402	1.0199
No log	3.5082	428	1.0466	0.1951	1.0466	1.0231
No log	3.5246	430	1.2409	0.1921	1.2409	1.1140
No log	3.5410	432	1.3431	0.1921	1.3431	1.1589
No log	3.5574	434	1.2329	0.1921	1.2329	1.1104
No log	3.5738	436	0.9816	0.0375	0.9816	0.9907
No log	3.5902	438	0.9088	-0.1493	0.9088	0.9533
No log	3.6066	440	0.8946	-0.1493	0.8946	0.9458
No log	3.6230	442	0.9398	0.1951	0.9398	0.9694
No log	3.6393	444	1.0548	0.1951	1.0548	1.0271
No log	3.6557	446	1.2093	0.1921	1.2093	1.0997
No log	3.6721	448	1.2358	0.1921	1.2358	1.1117
No log	3.6885	450	1.1569	0.1921	1.1569	1.0756
No log	3.7049	452	0.9748	0.1951	0.9748	0.9873
No log	3.7213	454	0.9326	0.1951	0.9326	0.9657
No log	3.7377	456	0.9201	-0.0132	0.9201	0.9592
No log	3.7541	458	0.9337	-0.0132	0.9337	0.9663
No log	3.7705	460	0.9261	-0.0132	0.9261	0.9623
No log	3.7869	462	0.9096	0.0	0.9096	0.9537
No log	3.8033	464	0.9266	0.1951	0.9266	0.9626
No log	3.8197	466	0.9703	0.1951	0.9703	0.9851
No log	3.8361	468	0.9115	0.1951	0.9115	0.9547
No log	3.8525	470	0.9084	0.1987	0.9084	0.9531
No log	3.8689	472	0.9412	0.1951	0.9412	0.9702
No log	3.8852	474	0.9152	0.1951	0.9152	0.9567
No log	3.9016	476	0.9411	0.1951	0.9411	0.9701
No log	3.9180	478	0.8654	-0.1440	0.8654	0.9303
No log	3.9344	480	0.8304	-0.1440	0.8304	0.9113
No log	3.9508	482	0.8145	0.0179	0.8145	0.9025
No log	3.9672	484	0.8135	0.0179	0.8135	0.9019
No log	3.9836	486	0.8109	0.0179	0.8109	0.9005
No log	4.0	488	0.7997	0.0179	0.7997	0.8943
No log	4.0164	490	0.7937	0.0179	0.7937	0.8909
No log	4.0328	492	0.8210	-0.1440	0.8210	0.9061
No log	4.0492	494	0.8854	0.1987	0.8854	0.9410
No log	4.0656	496	0.8691	0.1987	0.8691	0.9323
No log	4.0820	498	0.8048	-0.1440	0.8048	0.8971
0.4085	4.0984	500	0.7871	0.0179	0.7871	0.8872
0.4085	4.1148	502	0.8288	0.1538	0.8288	0.9104
0.4085	4.1311	504	0.8675	0.1295	0.8675	0.9314
0.4085	4.1475	506	0.9310	-0.0154	0.9310	0.9649
0.4085	4.1639	508	1.1152	0.0538	1.1152	1.0560
0.4085	4.1803	510	1.1659	0.0538	1.1659	1.0798
0.4085	4.1967	512	1.0646	0.0330	1.0646	1.0318
0.4085	4.2131	514	0.9120	0.1538	0.9120	0.9550
0.4085	4.2295	516	0.8310	0.1538	0.8310	0.9116
0.4085	4.2459	518	0.7707	0.0	0.7707	0.8779
0.4085	4.2623	520	0.7515	0.2080	0.7515	0.8669
0.4085	4.2787	522	0.7595	0.2080	0.7595	0.8715
0.4085	4.2951	524	0.7958	0.2080	0.7958	0.8921
0.4085	4.3115	526	0.9110	0.0435	0.9110	0.9544
0.4085	4.3279	528	0.9587	0.0435	0.9587	0.9791
0.4085	4.3443	530	0.8878	0.0435	0.8878	0.9422
0.4085	4.3607	532	0.8555	0.2080	0.8555	0.9249
0.4085	4.3770	534	0.8370	0.0	0.8370	0.9149
0.4085	4.3934	536	0.8567	0.0179	0.8567	0.9256
0.4085	4.4098	538	0.8953	0.0179	0.8953	0.9462
0.4085	4.4262	540	1.0401	0.0530	1.0401	1.0199
0.4085	4.4426	542	1.4669	0.1698	1.4669	1.2112
0.4085	4.4590	544	1.7715	-0.0267	1.7715	1.3310
0.4085	4.4754	546	1.7215	-0.0267	1.7215	1.3121
0.4085	4.4918	548	1.4307	0.1921	1.4307	1.1961
0.4085	4.5082	550	1.0660	0.1951	1.0660	1.0325
0.4085	4.5246	552	0.8495	0.2029	0.8495	0.9217
0.4085	4.5410	554	0.8066	0.0179	0.8066	0.8981
0.4085	4.5574	556	0.8130	0.0179	0.8130	0.9016
0.4085	4.5738	558	0.8517	0.2029	0.8517	0.9229
0.4085	4.5902	560	0.8953	0.0530	0.8953	0.9462
0.4085	4.6066	562	0.9216	0.0530	0.9216	0.9600
0.4085	4.6230	564	0.9552	0.1951	0.9552	0.9773
0.4085	4.6393	566	0.9637	0.1951	0.9637	0.9817
0.4085	4.6557	568	0.9262	0.1951	0.9262	0.9624
0.4085	4.6721	570	0.8766	0.0435	0.8766	0.9363
0.4085	4.6885	572	0.8646	0.0	0.8646	0.9298
0.4085	4.7049	574	0.8696	0.1333	0.8696	0.9325
0.4085	4.7213	576	0.8785	0.1538	0.8785	0.9373
0.4085	4.7377	578	0.8859	0.1538	0.8859	0.9412
0.4085	4.7541	580	0.8780	0.1538	0.8780	0.9370
0.4085	4.7705	582	0.8874	0.1951	0.8874	0.9420
0.4085	4.7869	584	0.8975	0.1951	0.8975	0.9474
0.4085	4.8033	586	0.8995	0.1951	0.8995	0.9484
0.4085	4.8197	588	0.8803	0.0435	0.8803	0.9382
0.4085	4.8361	590	0.8717	0.0435	0.8717	0.9336
0.4085	4.8525	592	0.8612	0.1538	0.8612	0.9280
0.4085	4.8689	594	0.8807	-0.0132	0.8807	0.9385
0.4085	4.8852	596	0.8899	-0.0132	0.8899	0.9434
0.4085	4.9016	598	0.8796	-0.0132	0.8796	0.9379
0.4085	4.9180	600	0.8776	0.0272	0.8776	0.9368
0.4085	4.9344	602	0.8910	0.0435	0.8910	0.9439
0.4085	4.9508	604	0.8626	0.0435	0.8626	0.9288
0.4085	4.9672	606	0.8550	0.0435	0.8550	0.9247
0.4085	4.9836	608	0.8699	0.0435	0.8699	0.9327
0.4085	5.0	610	0.8995	0.0435	0.8995	0.9484
0.4085	5.0164	612	0.9674	0.1951	0.9674	0.9836
0.4085	5.0328	614	1.0118	0.1921	1.0118	1.0059
0.4085	5.0492	616	0.9789	0.0530	0.9789	0.9894
0.4085	5.0656	618	0.9419	-0.1440	0.9419	0.9705
0.4085	5.0820	620	0.9492	-0.1440	0.9492	0.9743
0.4085	5.0984	622	0.9810	0.0435	0.9810	0.9905
0.4085	5.1148	624	0.9970	0.0530	0.9970	0.9985
0.4085	5.1311	626	1.0201	0.0530	1.0201	1.0100
0.4085	5.1475	628	1.0019	0.0530	1.0019	1.0009
0.4085	5.1639	630	0.9850	0.0435	0.9850	0.9925
0.4085	5.1803	632	0.9519	0.0435	0.9519	0.9757
0.4085	5.1967	634	0.9259	-0.1440	0.9259	0.9622
0.4085	5.2131	636	0.9173	0.0435	0.9173	0.9578
0.4085	5.2295	638	0.9439	0.0435	0.9439	0.9715
0.4085	5.2459	640	1.0042	0.1921	1.0042	1.0021
0.4085	5.2623	642	0.9838	0.1951	0.9838	0.9919
0.4085	5.2787	644	0.9214	0.0435	0.9214	0.9599
0.4085	5.2951	646	0.8975	0.0435	0.8975	0.9474
0.4085	5.3115	648	0.8918	0.0435	0.8918	0.9444
0.4085	5.3279	650	0.9009	0.0435	0.9009	0.9492
0.4085	5.3443	652	0.8987	0.0435	0.8987	0.9480
0.4085	5.3607	654	0.8814	0.0435	0.8814	0.9388
0.4085	5.3770	656	0.8679	0.0435	0.8679	0.9316
0.4085	5.3934	658	0.8692	0.0435	0.8692	0.9323
0.4085	5.4098	660	0.8634	0.0435	0.8634	0.9292
0.4085	5.4262	662	0.8581	0.0435	0.8581	0.9263
0.4085	5.4426	664	0.8508	0.0435	0.8508	0.9224
0.4085	5.4590	666	0.8672	0.0435	0.8672	0.9312
0.4085	5.4754	668	0.8734	0.0435	0.8734	0.9346
0.4085	5.4918	670	0.8641	0.0435	0.8641	0.9296
0.4085	5.5082	672	0.8850	0.0435	0.8850	0.9407
0.4085	5.5246	674	0.9143	0.1987	0.9143	0.9562
0.4085	5.5410	676	0.9154	0.1987	0.9154	0.9567
0.4085	5.5574	678	0.8992	0.0435	0.8992	0.9482
0.4085	5.5738	680	0.8977	0.0435	0.8977	0.9475
0.4085	5.5902	682	0.9078	0.0435	0.9078	0.9528
0.4085	5.6066	684	0.9409	0.0530	0.9409	0.9700
0.4085	5.6230	686	0.9442	0.0530	0.9442	0.9717
0.4085	5.6393	688	0.9749	0.0530	0.9749	0.9874
0.4085	5.6557	690	1.0003	0.0530	1.0003	1.0002
0.4085	5.6721	692	1.0145	0.0530	1.0145	1.0072
0.4085	5.6885	694	1.0182	0.0530	1.0182	1.0090
0.4085	5.7049	696	0.9909	0.0530	0.9909	0.9954
0.4085	5.7213	698	0.9855	-0.1493	0.9855	0.9927
0.4085	5.7377	700	0.9863	-0.1493	0.9863	0.9931
0.4085	5.7541	702	0.9794	-0.1493	0.9794	0.9897
0.4085	5.7705	704	0.9778	-0.1159	0.9778	0.9888
0.4085	5.7869	706	0.9800	-0.1159	0.9800	0.9900
0.4085	5.8033	708	0.9719	-0.1440	0.9719	0.9859
0.4085	5.8197	710	0.9775	0.0435	0.9775	0.9887
0.4085	5.8361	712	0.9636	0.0435	0.9636	0.9816
0.4085	5.8525	714	0.9811	0.0530	0.9811	0.9905
0.4085	5.8689	716	0.9952	0.1951	0.9952	0.9976
0.4085	5.8852	718	1.0106	0.1951	1.0106	1.0053
0.4085	5.9016	720	0.9695	0.0530	0.9695	0.9846
0.4085	5.9180	722	0.9209	0.0435	0.9209	0.9596
0.4085	5.9344	724	0.8970	0.0435	0.8970	0.9471
0.4085	5.9508	726	0.8860	0.0435	0.8860	0.9413
0.4085	5.9672	728	0.8826	0.0435	0.8826	0.9395
0.4085	5.9836	730	0.8875	0.0435	0.8875	0.9421
0.4085	6.0	732	0.8914	0.0435	0.8914	0.9442
0.4085	6.0164	734	0.8975	0.0435	0.8975	0.9474
0.4085	6.0328	736	0.9029	0.0435	0.9029	0.9502
0.4085	6.0492	738	0.8989	-0.1440	0.8989	0.9481
0.4085	6.0656	740	0.8890	-0.1440	0.8890	0.9429
0.4085	6.0820	742	0.8807	-0.1440	0.8807	0.9384
0.4085	6.0984	744	0.8858	0.0435	0.8858	0.9412
0.4085	6.1148	746	0.8996	0.0435	0.8996	0.9484
0.4085	6.1311	748	0.9321	0.0530	0.9321	0.9655
0.4085	6.1475	750	0.9640	0.0530	0.9640	0.9819
0.4085	6.1639	752	1.0142	0.1921	1.0142	1.0071
0.4085	6.1803	754	0.9893	0.0530	0.9893	0.9947
0.4085	6.1967	756	0.9259	0.0435	0.9259	0.9622
0.4085	6.2131	758	0.9269	-0.1440	0.9269	0.9628
0.4085	6.2295	760	0.9581	-0.1493	0.9581	0.9788
0.4085	6.2459	762	0.9708	-0.1538	0.9708	0.9853
0.4085	6.2623	764	0.9667	-0.1493	0.9667	0.9832
0.4085	6.2787	766	0.9420	-0.1493	0.9420	0.9706
0.4085	6.2951	768	0.9694	0.0530	0.9694	0.9846
0.4085	6.3115	770	1.0320	0.0610	1.0320	1.0159
0.4085	6.3279	772	1.0404	0.0610	1.0404	1.0200
0.4085	6.3443	774	1.0241	0.0610	1.0241	1.0120
0.4085	6.3607	776	0.9695	0.0530	0.9695	0.9846
0.4085	6.3770	778	0.9369	0.0435	0.9369	0.9679
0.4085	6.3934	780	0.9347	-0.1440	0.9347	0.9668
0.4085	6.4098	782	0.9399	-0.1493	0.9399	0.9695
0.4085	6.4262	784	0.9464	-0.1493	0.9464	0.9729
0.4085	6.4426	786	0.9550	-0.1493	0.9550	0.9772
0.4085	6.4590	788	0.9702	-0.1493	0.9702	0.9850
0.4085	6.4754	790	0.9836	-0.1493	0.9836	0.9918
0.4085	6.4918	792	0.9990	0.0530	0.9990	0.9995
0.4085	6.5082	794	1.0390	0.0610	1.0390	1.0193
0.4085	6.5246	796	1.0578	0.0610	1.0578	1.0285
0.4085	6.5410	798	1.0194	0.0610	1.0194	1.0097
0.4085	6.5574	800	0.9745	0.0530	0.9745	0.9872
0.4085	6.5738	802	0.9282	0.0530	0.9282	0.9634
0.4085	6.5902	804	0.8936	0.0435	0.8936	0.9453
0.4085	6.6066	806	0.8771	-0.1440	0.8771	0.9365
0.4085	6.6230	808	0.8798	-0.1493	0.8798	0.9380
0.4085	6.6393	810	0.8841	-0.1493	0.8841	0.9403
0.4085	6.6557	812	0.8804	-0.1493	0.8804	0.9383
0.4085	6.6721	814	0.8779	-0.1440	0.8779	0.9370
0.4085	6.6885	816	0.8847	0.0435	0.8847	0.9406
0.4085	6.7049	818	0.9026	0.0435	0.9026	0.9500
0.4085	6.7213	820	0.9171	0.0530	0.9171	0.9577
0.4085	6.7377	822	0.9194	0.0435	0.9194	0.9589
0.4085	6.7541	824	0.9247	-0.1440	0.9247	0.9616
0.4085	6.7705	826	0.9444	-0.1493	0.9444	0.9718
0.4085	6.7869	828	0.9583	-0.1493	0.9583	0.9789
0.4085	6.8033	830	0.9680	-0.1493	0.9680	0.9839
0.4085	6.8197	832	0.9863	-0.1493	0.9863	0.9931
0.4085	6.8361	834	1.0032	-0.1493	1.0032	1.0016
0.4085	6.8525	836	1.0136	-0.1493	1.0136	1.0068
0.4085	6.8689	838	1.0295	-0.1440	1.0295	1.0146
0.4085	6.8852	840	1.0531	0.0530	1.0531	1.0262
0.4085	6.9016	842	1.0909	0.0530	1.0909	1.0445
0.4085	6.9180	844	1.0820	0.0530	1.0820	1.0402
0.4085	6.9344	846	1.0552	0.0530	1.0552	1.0272
0.4085	6.9508	848	1.0479	-0.1493	1.0479	1.0236
0.4085	6.9672	850	1.0358	-0.1440	1.0358	1.0177
0.4085	6.9836	852	1.0168	-0.1440	1.0168	1.0084
0.4085	7.0	854	1.0108	0.0530	1.0108	1.0054
0.4085	7.0164	856	1.0207	0.0530	1.0207	1.0103
0.4085	7.0328	858	1.0206	0.0530	1.0206	1.0102
0.4085	7.0492	860	1.0042	0.0530	1.0042	1.0021
0.4085	7.0656	862	0.9863	0.0530	0.9863	0.9931
0.4085	7.0820	864	0.9787	-0.1440	0.9787	0.9893
0.4085	7.0984	866	0.9789	-0.1440	0.9789	0.9894
0.4085	7.1148	868	0.9777	0.0530	0.9777	0.9888
0.4085	7.1311	870	0.9950	0.0530	0.9950	0.9975
0.4085	7.1475	872	1.0207	0.0530	1.0207	1.0103
0.4085	7.1639	874	1.0540	0.1921	1.0540	1.0267
0.4085	7.1803	876	1.0452	0.0610	1.0452	1.0224
0.4085	7.1967	878	0.9971	0.0530	0.9971	0.9985
0.4085	7.2131	880	0.9699	0.0530	0.9699	0.9848
0.4085	7.2295	882	0.9535	0.0435	0.9535	0.9765
0.4085	7.2459	884	0.9563	-0.1440	0.9563	0.9779
0.4085	7.2623	886	0.9582	-0.1440	0.9582	0.9789
0.4085	7.2787	888	0.9501	-0.1440	0.9501	0.9747
0.4085	7.2951	890	0.9466	0.0435	0.9466	0.9729
0.4085	7.3115	892	0.9485	0.0435	0.9485	0.9739
0.4085	7.3279	894	0.9428	0.0435	0.9428	0.9710
0.4085	7.3443	896	0.9339	0.0435	0.9339	0.9664
0.4085	7.3607	898	0.9297	0.0435	0.9297	0.9642
0.4085	7.3770	900	0.9330	0.0435	0.9330	0.9659
0.4085	7.3934	902	0.9427	0.0435	0.9427	0.9709
0.4085	7.4098	904	0.9558	0.0435	0.9558	0.9776
0.4085	7.4262	906	0.9646	0.0435	0.9646	0.9821
0.4085	7.4426	908	0.9735	0.0435	0.9735	0.9867
0.4085	7.4590	910	0.9760	0.0435	0.9760	0.9879
0.4085	7.4754	912	0.9828	0.0435	0.9828	0.9914
0.4085	7.4918	914	0.9917	-0.1493	0.9917	0.9959
0.4085	7.5082	916	0.9969	-0.1493	0.9969	0.9985
0.4085	7.5246	918	1.0044	-0.1493	1.0044	1.0022
0.4085	7.5410	920	1.0112	0.0375	1.0112	1.0056
0.4085	7.5574	922	1.0097	0.0530	1.0097	1.0048
0.4085	7.5738	924	1.0085	-0.1440	1.0085	1.0042
0.4085	7.5902	926	1.0162	-0.1440	1.0162	1.0081
0.4085	7.6066	928	1.0246	-0.1440	1.0246	1.0122
0.4085	7.6230	930	1.0379	-0.1493	1.0379	1.0188
0.4085	7.6393	932	1.0379	-0.1493	1.0379	1.0188
0.4085	7.6557	934	1.0322	-0.1440	1.0322	1.0160
0.4085	7.6721	936	1.0203	-0.1440	1.0203	1.0101
0.4085	7.6885	938	0.9969	-0.1440	0.9969	0.9984
0.4085	7.7049	940	0.9932	0.0530	0.9932	0.9966
0.4085	7.7213	942	1.0214	0.0530	1.0214	1.0106
0.4085	7.7377	944	1.0434	0.0530	1.0434	1.0215
0.4085	7.7541	946	1.0318	0.0530	1.0318	1.0158
0.4085	7.7705	948	0.9938	0.0530	0.9938	0.9969
0.4085	7.7869	950	0.9558	0.0530	0.9558	0.9777
0.4085	7.8033	952	0.9364	0.0530	0.9364	0.9677
0.4085	7.8197	954	0.9207	0.0530	0.9207	0.9595
0.4085	7.8361	956	0.9100	0.0435	0.9100	0.9539
0.4085	7.8525	958	0.9154	-0.1440	0.9154	0.9567
0.4085	7.8689	960	0.9226	-0.1440	0.9226	0.9605
0.4085	7.8852	962	0.9239	-0.1440	0.9239	0.9612
0.4085	7.9016	964	0.9240	-0.1440	0.9240	0.9613
0.4085	7.9180	966	0.9288	-0.1440	0.9288	0.9638
0.4085	7.9344	968	0.9318	-0.1440	0.9318	0.9653
0.4085	7.9508	970	0.9319	-0.1440	0.9319	0.9653
0.4085	7.9672	972	0.9318	-0.1440	0.9318	0.9653
0.4085	7.9836	974	0.9365	0.0435	0.9365	0.9677
0.4085	8.0	976	0.9536	0.0530	0.9536	0.9765
0.4085	8.0164	978	0.9838	0.0530	0.9838	0.9919
0.4085	8.0328	980	1.0255	0.0610	1.0255	1.0127
0.4085	8.0492	982	1.0444	0.0610	1.0444	1.0220
0.4085	8.0656	984	1.0258	0.0610	1.0258	1.0128
0.4085	8.0820	986	0.9905	0.0530	0.9905	0.9953
0.4085	8.0984	988	0.9720	0.0530	0.9720	0.9859
0.4085	8.1148	990	0.9662	0.0435	0.9662	0.9829
0.4085	8.1311	992	0.9622	0.0435	0.9622	0.9809
0.4085	8.1475	994	0.9635	0.0435	0.9635	0.9816
0.4085	8.1639	996	0.9653	0.0435	0.9653	0.9825
0.4085	8.1803	998	0.9673	0.0435	0.9673	0.9835
0.094	8.1967	1000	0.9744	0.0530	0.9744	0.9871
0.094	8.2131	1002	0.9894	0.0530	0.9894	0.9947
0.094	8.2295	1004	0.9882	0.0530	0.9882	0.9941
0.094	8.2459	1006	0.9836	0.0530	0.9836	0.9918
0.094	8.2623	1008	0.9763	0.0530	0.9763	0.9881
0.094	8.2787	1010	0.9707	0.0435	0.9707	0.9852
0.094	8.2951	1012	0.9643	0.0435	0.9643	0.9820
0.094	8.3115	1014	0.9582	0.0435	0.9582	0.9789
0.094	8.3279	1016	0.9591	-0.1440	0.9591	0.9793
0.094	8.3443	1018	0.9625	-0.1440	0.9625	0.9811
0.094	8.3607	1020	0.9615	0.0435	0.9615	0.9806
0.094	8.3770	1022	0.9574	0.0435	0.9574	0.9785
0.094	8.3934	1024	0.9518	0.0435	0.9518	0.9756
0.094	8.4098	1026	0.9492	0.0435	0.9492	0.9742
0.094	8.4262	1028	0.9498	-0.1440	0.9498	0.9746
0.094	8.4426	1030	0.9476	-0.1440	0.9476	0.9735
0.094	8.4590	1032	0.9460	0.0435	0.9460	0.9726
0.094	8.4754	1034	0.9475	0.0435	0.9475	0.9734
0.094	8.4918	1036	0.9483	0.0435	0.9483	0.9738
0.094	8.5082	1038	0.9474	0.0435	0.9474	0.9734
0.094	8.5246	1040	0.9505	0.0435	0.9505	0.9749
0.094	8.5410	1042	0.9532	0.0435	0.9532	0.9763
0.094	8.5574	1044	0.9590	0.0435	0.9590	0.9793
0.094	8.5738	1046	0.9624	0.0435	0.9624	0.9810
0.094	8.5902	1048	0.9682	0.0530	0.9682	0.9839
0.094	8.6066	1050	0.9802	0.0530	0.9802	0.9900
0.094	8.6230	1052	0.9878	0.0530	0.9878	0.9939
0.094	8.6393	1054	0.9849	0.0435	0.9849	0.9924
0.094	8.6557	1056	0.9831	0.0435	0.9831	0.9915
0.094	8.6721	1058	0.9860	-0.1493	0.9860	0.9930
0.094	8.6885	1060	0.9889	-0.1493	0.9889	0.9944
0.094	8.7049	1062	0.9902	-0.1493	0.9902	0.9951
0.094	8.7213	1064	0.9864	-0.1440	0.9864	0.9932
0.094	8.7377	1066	0.9797	-0.1440	0.9797	0.9898
0.094	8.7541	1068	0.9782	0.0435	0.9782	0.9890
0.094	8.7705	1070	0.9815	0.0435	0.9815	0.9907
0.094	8.7869	1072	0.9824	0.0530	0.9824	0.9911
0.094	8.8033	1074	0.9814	0.0530	0.9814	0.9907
0.094	8.8197	1076	0.9808	0.0530	0.9808	0.9903
0.094	8.8361	1078	0.9799	0.0530	0.9799	0.9899
0.094	8.8525	1080	0.9814	0.0530	0.9814	0.9906
0.094	8.8689	1082	0.9871	0.0530	0.9871	0.9935
0.094	8.8852	1084	0.9878	0.0530	0.9878	0.9939
0.094	8.9016	1086	0.9804	0.0530	0.9804	0.9902
0.094	8.9180	1088	0.9744	0.0530	0.9744	0.9871
0.094	8.9344	1090	0.9739	0.0530	0.9739	0.9869
0.094	8.9508	1092	0.9769	0.0530	0.9769	0.9884
0.094	8.9672	1094	0.9809	0.0530	0.9809	0.9904
0.094	8.9836	1096	0.9817	0.0530	0.9817	0.9908
0.094	9.0	1098	0.9780	0.0530	0.9780	0.9889
0.094	9.0164	1100	0.9785	0.0530	0.9785	0.9892
0.094	9.0328	1102	0.9779	0.0530	0.9779	0.9889
0.094	9.0492	1104	0.9807	0.0530	0.9807	0.9903
0.094	9.0656	1106	0.9861	0.0530	0.9861	0.9930
0.094	9.0820	1108	0.9875	0.0530	0.9875	0.9937
0.094	9.0984	1110	0.9884	0.0530	0.9884	0.9942
0.094	9.1148	1112	0.9902	0.0530	0.9902	0.9951
0.094	9.1311	1114	0.9922	0.0530	0.9922	0.9961
0.094	9.1475	1116	0.9944	0.0530	0.9944	0.9972
0.094	9.1639	1118	0.9964	0.0530	0.9964	0.9982
0.094	9.1803	1120	0.9971	0.0530	0.9971	0.9986
0.094	9.1967	1122	0.9985	0.0530	0.9985	0.9993
0.094	9.2131	1124	1.0006	0.0530	1.0006	1.0003
0.094	9.2295	1126	1.0003	0.0530	1.0003	1.0001
0.094	9.2459	1128	1.0009	0.0530	1.0009	1.0004
0.094	9.2623	1130	0.9982	0.0530	0.9982	0.9991
0.094	9.2787	1132	0.9945	0.0530	0.9945	0.9972
0.094	9.2951	1134	0.9899	0.0530	0.9899	0.9949
0.094	9.3115	1136	0.9849	0.0530	0.9849	0.9924
0.094	9.3279	1138	0.9841	0.0530	0.9841	0.9920
0.094	9.3443	1140	0.9858	0.0530	0.9858	0.9929
0.094	9.3607	1142	0.9891	0.0530	0.9891	0.9945
0.094	9.3770	1144	0.9920	0.0530	0.9920	0.9960
0.094	9.3934	1146	0.9932	0.0530	0.9932	0.9966
0.094	9.4098	1148	0.9941	0.0530	0.9941	0.9970
0.094	9.4262	1150	0.9959	0.0530	0.9959	0.9980
0.094	9.4426	1152	0.9991	0.0530	0.9991	0.9996
0.094	9.4590	1154	1.0035	0.0530	1.0035	1.0017
0.094	9.4754	1156	1.0056	0.0530	1.0056	1.0028
0.094	9.4918	1158	1.0039	0.0530	1.0039	1.0020
0.094	9.5082	1160	1.0034	0.0530	1.0034	1.0017
0.094	9.5246	1162	1.0042	0.0530	1.0042	1.0021
0.094	9.5410	1164	1.0031	0.0530	1.0031	1.0015
0.094	9.5574	1166	1.0037	0.0530	1.0037	1.0019
0.094	9.5738	1168	1.0046	0.0530	1.0046	1.0023
0.094	9.5902	1170	1.0081	0.0530	1.0081	1.0040
0.094	9.6066	1172	1.0106	0.0530	1.0106	1.0053
0.094	9.6230	1174	1.0126	0.0530	1.0126	1.0063
0.094	9.6393	1176	1.0126	0.0530	1.0126	1.0063
0.094	9.6557	1178	1.0136	0.0530	1.0136	1.0068
0.094	9.6721	1180	1.0138	0.0530	1.0138	1.0069
0.094	9.6885	1182	1.0097	0.0530	1.0097	1.0048
0.094	9.7049	1184	1.0043	0.0530	1.0043	1.0022
0.094	9.7213	1186	1.0010	0.0530	1.0010	1.0005
0.094	9.7377	1188	0.9998	0.0530	0.9998	0.9999
0.094	9.7541	1190	0.9976	0.0530	0.9976	0.9988
0.094	9.7705	1192	0.9958	0.0530	0.9958	0.9979
0.094	9.7869	1194	0.9941	0.0530	0.9941	0.9971
0.094	9.8033	1196	0.9929	0.0530	0.9929	0.9965
0.094	9.8197	1198	0.9908	0.0530	0.9908	0.9954
0.094	9.8361	1200	0.9893	0.0530	0.9893	0.9947
0.094	9.8525	1202	0.9881	0.0530	0.9881	0.9940
0.094	9.8689	1204	0.9871	0.0530	0.9871	0.9935
0.094	9.8852	1206	0.9867	0.0530	0.9867	0.9933
0.094	9.9016	1208	0.9865	0.0530	0.9865	0.9932
0.094	9.9180	1210	0.9863	0.0530	0.9863	0.9931
0.094	9.9344	1212	0.9863	0.0530	0.9863	0.9931
0.094	9.9508	1214	0.9863	0.0530	0.9863	0.9931
0.094	9.9672	1216	0.9862	0.0530	0.9862	0.9931
0.094	9.9836	1218	0.9862	0.0530	0.9862	0.9931
0.094	10.0	1220	0.9861	0.0530	0.9861	0.9930

Framework versions

Transformers 4.44.2
Pytorch 2.4.0+cu118
Datasets 2.21.0
Tokenizers 0.19.1

MayBashendy/Arabic_FineTuningAraBERT_AugV5_k25_task3_organization_fold0

Arabic_FineTuningAraBERT_AugV5_k25_task3_organization_fold0

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

MayBashendy/
Arabic_FineTuningAraBERT_AugV5_k25_task3_organization_fold0