Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0125	2	6.8490	-0.0694	6.8490	2.6171
No log	0.025	4	3.5922	-0.1200	3.5922	1.8953
No log	0.0375	6	1.4979	0.2323	1.4979	1.2239
No log	0.05	8	0.9092	0.5	0.9092	0.9535
No log	0.0625	10	1.2541	0.3092	1.2541	1.1199
No log	0.075	12	1.0413	0.2739	1.0413	1.0204
No log	0.0875	14	0.7370	0.2674	0.7370	0.8585
No log	0.1	16	0.7799	0.2921	0.7799	0.8831
No log	0.1125	18	0.8607	0.3913	0.8607	0.9278
No log	0.125	20	0.9811	0.2143	0.9811	0.9905
No log	0.1375	22	1.0468	0.0933	1.0468	1.0231
No log	0.15	24	0.9765	0.0642	0.9765	0.9882
No log	0.1625	26	0.9453	0.1630	0.9453	0.9723
No log	0.175	28	1.1693	0.1895	1.1693	1.0814
No log	0.1875	30	1.2779	0.0714	1.2779	1.1305
No log	0.2	32	1.0506	0.1683	1.0506	1.0250
No log	0.2125	34	1.0922	0.2678	1.0922	1.0451
No log	0.225	36	1.0783	0.2703	1.0783	1.0384
No log	0.2375	38	1.0867	0.2703	1.0867	1.0424
No log	0.25	40	0.8944	0.3689	0.8944	0.9457
No log	0.2625	42	0.7263	0.4199	0.7263	0.8522
No log	0.275	44	0.7206	0.3787	0.7206	0.8489
No log	0.2875	46	0.6195	0.4556	0.6195	0.7871
No log	0.3	48	0.5711	0.5687	0.5711	0.7557
No log	0.3125	50	0.5736	0.5767	0.5736	0.7574
No log	0.325	52	0.5991	0.4936	0.5991	0.7740
No log	0.3375	54	0.6068	0.5505	0.6068	0.7790
No log	0.35	56	0.7782	0.5182	0.7782	0.8822
No log	0.3625	58	0.8725	0.4400	0.8725	0.9341
No log	0.375	60	0.9089	0.3849	0.9089	0.9533
No log	0.3875	62	0.9341	0.2596	0.9341	0.9665
No log	0.4	64	1.0799	0.0841	1.0799	1.0392
No log	0.4125	66	1.0836	0.0841	1.0836	1.0410
No log	0.425	68	1.0106	0.2829	1.0106	1.0053
No log	0.4375	70	0.8794	0.2632	0.8794	0.9378
No log	0.45	72	0.7949	0.2632	0.7949	0.8916
No log	0.4625	74	0.8324	0.4784	0.8324	0.9124
No log	0.475	76	0.9494	0.4655	0.9494	0.9743
No log	0.4875	78	0.9870	0.4853	0.9870	0.9935
No log	0.5	80	0.9755	0.3889	0.9755	0.9877
No log	0.5125	82	0.9501	0.3814	0.9501	0.9747
No log	0.525	84	0.8501	0.4896	0.8501	0.9220
No log	0.5375	86	0.8414	0.4262	0.8414	0.9173
No log	0.55	88	1.0267	0.0870	1.0267	1.0133
No log	0.5625	90	1.0752	0.1651	1.0752	1.0369
No log	0.575	92	0.8718	0.4	0.8718	0.9337
No log	0.5875	94	0.6706	0.4	0.6706	0.8189
No log	0.6	96	0.6785	0.2652	0.6785	0.8237
No log	0.6125	98	0.6870	0.2652	0.6870	0.8289
No log	0.625	100	0.6935	0.4	0.6935	0.8327
No log	0.6375	102	0.8868	0.2674	0.8868	0.9417
No log	0.65	104	0.9568	0.1860	0.9568	0.9782
No log	0.6625	106	1.0501	0.0233	1.0501	1.0248
No log	0.675	108	1.1352	0.0233	1.1352	1.0654
No log	0.6875	110	1.0996	0.1348	1.0996	1.0486
No log	0.7	112	1.0796	0.1348	1.0796	1.0390
No log	0.7125	114	0.8676	0.2135	0.8676	0.9315
No log	0.725	116	0.7743	0.2135	0.7743	0.8799
No log	0.7375	118	0.8220	0.1600	0.8220	0.9067
No log	0.75	120	0.9573	0.0233	0.9573	0.9784
No log	0.7625	122	0.7046	0.3787	0.7046	0.8394
No log	0.775	124	0.5372	0.6038	0.5372	0.7329
No log	0.7875	126	0.5104	0.4167	0.5104	0.7144
No log	0.8	128	0.5307	0.3704	0.5307	0.7285
No log	0.8125	130	0.5039	0.4167	0.5039	0.7098
No log	0.825	132	0.5067	0.4167	0.5067	0.7118
No log	0.8375	134	0.5496	0.4262	0.5496	0.7413
No log	0.85	136	0.5649	0.4262	0.5649	0.7516
No log	0.8625	138	0.5832	0.4815	0.5832	0.7637
No log	0.875	140	0.7338	0.4527	0.7338	0.8566
No log	0.8875	142	0.8711	0.4167	0.8711	0.9333
No log	0.9	144	0.7153	0.5039	0.7153	0.8458
No log	0.9125	146	0.5874	0.6744	0.5874	0.7664
No log	0.925	148	0.5684	0.7260	0.5684	0.7539
No log	0.9375	150	0.5841	0.7116	0.5841	0.7643
No log	0.95	152	0.6093	0.6224	0.6093	0.7806
No log	0.9625	154	0.6418	0.5	0.6418	0.8011
No log	0.975	156	0.6174	0.5845	0.6174	0.7858
No log	0.9875	158	0.6253	0.4670	0.6253	0.7908
No log	1.0	160	0.6417	0.5027	0.6417	0.8010
No log	1.0125	162	0.6245	0.6075	0.6245	0.7902
No log	1.025	164	0.6446	0.5333	0.6446	0.8029
No log	1.0375	166	0.6993	0.6111	0.6993	0.8362
No log	1.05	168	0.8197	0.4656	0.8197	0.9054
No log	1.0625	170	0.7977	0.5017	0.7977	0.8931
No log	1.075	172	0.5819	0.6128	0.5819	0.7628
No log	1.0875	174	0.4812	0.7107	0.4812	0.6937
No log	1.1	176	0.4696	0.7490	0.4696	0.6853
No log	1.1125	178	0.4482	0.7097	0.4482	0.6695
No log	1.125	180	0.5236	0.4787	0.5236	0.7236
No log	1.1375	182	0.6938	0.5333	0.6938	0.8330
No log	1.15	184	0.6420	0.5333	0.6420	0.8013
No log	1.1625	186	0.4632	0.6091	0.4632	0.6806
No log	1.175	188	0.4234	0.5926	0.4234	0.6507
No log	1.1875	190	0.4241	0.6500	0.4241	0.6513
No log	1.2	192	0.4685	0.7014	0.4685	0.6845
No log	1.2125	194	0.6036	0.4776	0.6036	0.7769
No log	1.225	196	0.7895	0.4967	0.7895	0.8885
No log	1.2375	198	0.8902	0.4967	0.8902	0.9435
No log	1.25	200	0.8110	0.5641	0.8110	0.9006
No log	1.2625	202	0.6358	0.5259	0.6358	0.7974
No log	1.275	204	0.5215	0.5333	0.5215	0.7221
No log	1.2875	206	0.4669	0.6111	0.4669	0.6833
No log	1.3	208	0.4282	0.6667	0.4282	0.6543
No log	1.3125	210	0.4213	0.7107	0.4213	0.6491
No log	1.325	212	0.4391	0.7050	0.4391	0.6627
No log	1.3375	214	0.4384	0.72	0.4384	0.6621
No log	1.35	216	0.4573	0.72	0.4573	0.6762
No log	1.3625	218	0.5700	0.5821	0.5700	0.7550
No log	1.375	220	0.6317	0.5509	0.6317	0.7948
No log	1.3875	222	0.7093	0.5725	0.7093	0.8422
No log	1.4	224	0.5876	0.5509	0.5876	0.7665
No log	1.4125	226	0.4341	0.6224	0.4341	0.6589
No log	1.425	228	0.4164	0.8	0.4164	0.6453
No log	1.4375	230	0.4152	0.6957	0.4152	0.6444
No log	1.45	232	0.4412	0.7426	0.4412	0.6643
No log	1.4625	234	0.5651	0.5509	0.5651	0.7517
No log	1.475	236	0.6302	0.6237	0.6302	0.7939
No log	1.4875	238	0.5628	0.6028	0.5628	0.7502
No log	1.5	240	0.4368	0.6617	0.4368	0.6609
No log	1.5125	242	0.3822	0.7094	0.3822	0.6182
No log	1.525	244	0.3819	0.7177	0.3819	0.6180
No log	1.5375	246	0.4056	0.6316	0.4056	0.6368
No log	1.55	248	0.4036	0.6818	0.4036	0.6353
No log	1.5625	250	0.4605	0.6147	0.4605	0.6786
No log	1.575	252	0.4422	0.7175	0.4422	0.6650
No log	1.5875	254	0.3532	0.6930	0.3532	0.5943
No log	1.6	256	0.3913	0.7407	0.3913	0.6255
No log	1.6125	258	0.4961	0.7279	0.4961	0.7044
No log	1.625	260	0.5895	0.6290	0.5895	0.7678
No log	1.6375	262	0.6329	0.5882	0.6329	0.7955
No log	1.65	264	0.6942	0.4711	0.6942	0.8332
No log	1.6625	266	0.7092	0.4909	0.7092	0.8422
No log	1.675	268	0.7016	0.4465	0.7016	0.8376
No log	1.6875	270	0.7161	0.4465	0.7161	0.8462
No log	1.7	272	0.6200	0.4465	0.6200	0.7874
No log	1.7125	274	0.5834	0.5922	0.5834	0.7638
No log	1.725	276	0.5823	0.5561	0.5823	0.7631
No log	1.7375	278	0.5761	0.5991	0.5761	0.7590
No log	1.75	280	0.4991	0.6908	0.4991	0.7065
No log	1.7625	282	0.4761	0.6719	0.4761	0.6900
No log	1.775	284	0.4795	0.6667	0.4795	0.6925
No log	1.7875	286	0.4524	0.6667	0.4524	0.6726
No log	1.8	288	0.4465	0.7123	0.4465	0.6682
No log	1.8125	290	0.4455	0.7805	0.4455	0.6675
No log	1.825	292	0.4511	0.7805	0.4511	0.6717
No log	1.8375	294	0.4358	0.8028	0.4358	0.6602
No log	1.85	296	0.4522	0.7864	0.4522	0.6724
No log	1.8625	298	0.4677	0.7712	0.4677	0.6839
No log	1.875	300	0.4480	0.7864	0.4480	0.6693
No log	1.8875	302	0.4772	0.7	0.4772	0.6908
No log	1.9	304	0.4693	0.6540	0.4693	0.6851
No log	1.9125	306	0.4141	0.7774	0.4141	0.6435
No log	1.925	308	0.3625	0.7805	0.3625	0.6021
No log	1.9375	310	0.3731	0.7805	0.3731	0.6108
No log	1.95	312	0.3754	0.7805	0.3754	0.6127
No log	1.9625	314	0.4140	0.7667	0.4140	0.6434
No log	1.975	316	0.5257	0.5912	0.5257	0.7250
No log	1.9875	318	0.6382	0.6525	0.6382	0.7989
No log	2.0	320	0.7165	0.6138	0.7165	0.8464
No log	2.0125	322	0.7605	0.6478	0.7605	0.8721
No log	2.025	324	0.8246	0.5492	0.8246	0.9081
No log	2.0375	326	0.7815	0.5725	0.7815	0.8840
No log	2.05	328	0.6219	0.5259	0.6219	0.7886
No log	2.0625	330	0.4873	0.6980	0.4873	0.6981
No log	2.075	332	0.4529	0.6744	0.4529	0.6730
No log	2.0875	334	0.4680	0.6471	0.4680	0.6841
No log	2.1	336	0.4589	0.6224	0.4589	0.6774
No log	2.1125	338	0.4211	0.6883	0.4211	0.6489
No log	2.125	340	0.4041	0.6883	0.4041	0.6357
No log	2.1375	342	0.4280	0.6883	0.4280	0.6542
No log	2.15	344	0.4923	0.6540	0.4923	0.7016
No log	2.1625	346	0.5002	0.6540	0.5002	0.7072
No log	2.175	348	0.4948	0.6540	0.4948	0.7034
No log	2.1875	350	0.4612	0.7368	0.4612	0.6791
No log	2.2	352	0.4237	0.7529	0.4237	0.6509
No log	2.2125	354	0.4343	0.7368	0.4343	0.6590
No log	2.225	356	0.4521	0.7368	0.4521	0.6724
No log	2.2375	358	0.3570	0.7864	0.3570	0.5975
No log	2.25	360	0.3332	0.7864	0.3332	0.5772
No log	2.2625	362	0.3505	0.7336	0.3505	0.5920
No log	2.275	364	0.4328	0.7726	0.4328	0.6579
No log	2.2875	366	0.4568	0.7726	0.4568	0.6759
No log	2.3	368	0.4140	0.7138	0.4140	0.6434
No log	2.3125	370	0.3749	0.7336	0.3749	0.6123
No log	2.325	372	0.3823	0.7336	0.3823	0.6183
No log	2.3375	374	0.3919	0.7712	0.3919	0.6260
No log	2.35	376	0.4697	0.6997	0.4697	0.6854
No log	2.3625	378	0.6090	0.6316	0.6090	0.7804
No log	2.375	380	0.8761	0.5017	0.8761	0.9360
No log	2.3875	382	0.9546	0.5017	0.9546	0.9770
No log	2.4	384	0.7825	0.5128	0.7825	0.8846
No log	2.4125	386	0.5383	0.6540	0.5383	0.7337
No log	2.425	388	0.4281	0.7336	0.4281	0.6543
No log	2.4375	390	0.4136	0.7805	0.4136	0.6431
No log	2.45	392	0.4259	0.7805	0.4259	0.6526
No log	2.4625	394	0.4463	0.7712	0.4463	0.6681
No log	2.475	396	0.4690	0.7712	0.4690	0.6848
No log	2.4875	398	0.4928	0.6936	0.4928	0.7020
No log	2.5	400	0.5014	0.6209	0.5014	0.7081
No log	2.5125	402	0.4822	0.65	0.4822	0.6944
No log	2.525	404	0.4580	0.6851	0.4580	0.6767
No log	2.5375	406	0.4632	0.6397	0.4632	0.6806
No log	2.55	408	0.5225	0.65	0.5225	0.7228
No log	2.5625	410	0.5326	0.6540	0.5326	0.7298
No log	2.575	412	0.4799	0.6431	0.4799	0.6928
No log	2.5875	414	0.4717	0.6431	0.4717	0.6868
No log	2.6	416	0.4752	0.6431	0.4752	0.6893
No log	2.6125	418	0.5375	0.6316	0.5375	0.7332
No log	2.625	420	0.6196	0.6715	0.6196	0.7871
No log	2.6375	422	0.6593	0.6715	0.6593	0.8120
No log	2.65	424	0.6223	0.6715	0.6223	0.7888
No log	2.6625	426	0.6096	0.6715	0.6096	0.7808
No log	2.675	428	0.6006	0.6715	0.6006	0.7750
No log	2.6875	430	0.5632	0.6316	0.5632	0.7505
No log	2.7	432	0.5901	0.6715	0.5901	0.7682
No log	2.7125	434	0.6234	0.6715	0.6234	0.7896
No log	2.725	436	0.5410	0.6316	0.5410	0.7355
No log	2.7375	438	0.4642	0.6617	0.4642	0.6813
No log	2.75	440	0.4602	0.6617	0.4602	0.6784
No log	2.7625	442	0.4974	0.6316	0.4974	0.7053
No log	2.775	444	0.5565	0.6316	0.5565	0.7460
No log	2.7875	446	0.6047	0.6231	0.6047	0.7776
No log	2.8	448	0.6033	0.6231	0.6033	0.7767
No log	2.8125	450	0.5492	0.6008	0.5492	0.7411
No log	2.825	452	0.4520	0.6617	0.4520	0.6723
No log	2.8375	454	0.4098	0.7348	0.4098	0.6402
No log	2.85	456	0.3985	0.5956	0.3985	0.6313
No log	2.8625	458	0.4146	0.6883	0.4146	0.6439
No log	2.875	460	0.4759	0.5447	0.4759	0.6899
No log	2.8875	462	0.5076	0.5679	0.5076	0.7125
No log	2.9	464	0.5298	0.5917	0.5298	0.7279
No log	2.9125	466	0.5195	0.6540	0.5195	0.7207
No log	2.925	468	0.5401	0.5679	0.5401	0.7349
No log	2.9375	470	0.6533	0.5725	0.6533	0.8083
No log	2.95	472	0.7484	0.5725	0.7484	0.8651
No log	2.9625	474	0.7203	0.5725	0.7203	0.8487
No log	2.975	476	0.6093	0.6375	0.6093	0.7806
No log	2.9875	478	0.4726	0.6617	0.4726	0.6875
No log	3.0	480	0.4157	0.6617	0.4157	0.6447
No log	3.0125	482	0.4158	0.6617	0.4158	0.6448
No log	3.025	484	0.4250	0.6316	0.4250	0.6520
No log	3.0375	486	0.4734	0.6231	0.4734	0.6880
No log	3.05	488	0.4617	0.6231	0.4617	0.6795
No log	3.0625	490	0.4013	0.6667	0.4013	0.6335
No log	3.075	492	0.3497	0.7586	0.3497	0.5913
No log	3.0875	494	0.3341	0.7586	0.3341	0.5780
No log	3.1	496	0.3817	0.7774	0.3817	0.6178
No log	3.1125	498	0.4949	0.75	0.4949	0.7035
0.475	3.125	500	0.6006	0.7220	0.6006	0.7750
0.475	3.1375	502	0.6167	0.6423	0.6167	0.7853
0.475	3.15	504	0.4654	0.7407	0.4654	0.6822
0.475	3.1625	506	0.3484	0.8013	0.3484	0.5903
0.475	3.175	508	0.3160	0.7864	0.3160	0.5622
0.475	3.1875	510	0.3080	0.7464	0.3080	0.5550
0.475	3.2	512	0.3128	0.7623	0.3128	0.5593
0.475	3.2125	514	0.3168	0.7640	0.3168	0.5629
0.475	3.225	516	0.3801	0.75	0.3801	0.6165
0.475	3.2375	518	0.5464	0.6642	0.5464	0.7392
0.475	3.25	520	0.6570	0.6525	0.6570	0.8106
0.475	3.2625	522	0.5786	0.6642	0.5786	0.7607
0.475	3.275	524	0.4349	0.7220	0.4349	0.6595
0.475	3.2875	526	0.3566	0.7552	0.3566	0.5972
0.475	3.3	528	0.3532	0.6818	0.3532	0.5943
0.475	3.3125	530	0.4102	0.7220	0.4102	0.6404
0.475	3.325	532	0.4550	0.6423	0.4550	0.6745
0.475	3.3375	534	0.4253	0.7407	0.4253	0.6521
0.475	3.35	536	0.3978	0.7771	0.3978	0.6307
0.475	3.3625	538	0.4116	0.8013	0.4116	0.6416
0.475	3.375	540	0.4380	0.7407	0.4380	0.6618
0.475	3.3875	542	0.4578	0.6667	0.4578	0.6766
0.475	3.4	544	0.4851	0.6667	0.4851	0.6965
0.475	3.4125	546	0.4743	0.6667	0.4743	0.6887
0.475	3.425	548	0.4238	0.7063	0.4238	0.6510
0.475	3.4375	550	0.3856	0.7864	0.3856	0.6209
0.475	3.45	552	0.3854	0.7864	0.3854	0.6208
0.475	3.4625	554	0.3988	0.7864	0.3988	0.6315
0.475	3.475	556	0.4257	0.7712	0.4257	0.6525
0.475	3.4875	558	0.4886	0.6667	0.4886	0.6990
0.475	3.5	560	0.5742	0.6642	0.5742	0.7577
0.475	3.5125	562	0.5634	0.6866	0.5634	0.7506
0.475	3.525	564	0.5394	0.6866	0.5394	0.7345
0.475	3.5375	566	0.4968	0.6540	0.4968	0.7048
0.475	3.55	568	0.4613	0.6290	0.4613	0.6792
0.475	3.5625	570	0.4336	0.6290	0.4336	0.6585
0.475	3.575	572	0.4247	0.7459	0.4247	0.6517
0.475	3.5875	574	0.4552	0.6733	0.4552	0.6747
0.475	3.6	576	0.5025	0.6733	0.5025	0.7089
0.475	3.6125	578	0.5029	0.6879	0.5029	0.7091
0.475	3.625	580	0.4753	0.7712	0.4753	0.6894
0.475	3.6375	582	0.4398	0.7712	0.4398	0.6632
0.475	3.65	584	0.4489	0.7712	0.4489	0.6700
0.475	3.6625	586	0.4903	0.7129	0.4903	0.7002
0.475	3.675	588	0.5384	0.6818	0.5384	0.7337
0.475	3.6875	590	0.5091	0.7074	0.5091	0.7135
0.475	3.7	592	0.4319	0.7712	0.4319	0.6572
0.475	3.7125	594	0.3823	0.7864	0.3823	0.6183
0.475	3.725	596	0.3704	0.8028	0.3704	0.6086
0.475	3.7375	598	0.3614	0.8028	0.3614	0.6012
0.475	3.75	600	0.3564	0.8028	0.3564	0.5970
0.475	3.7625	602	0.3618	0.7482	0.3618	0.6015
0.475	3.775	604	0.3666	0.7482	0.3666	0.6055
0.475	3.7875	606	0.4223	0.7063	0.4223	0.6499
0.475	3.8	608	0.5121	0.7586	0.5121	0.7156
0.475	3.8125	610	0.5335	0.7586	0.5335	0.7304
0.475	3.825	612	0.5165	0.7030	0.5165	0.7187
0.475	3.8375	614	0.5561	0.7030	0.5561	0.7458
0.475	3.85	616	0.5753	0.72	0.5753	0.7585
0.475	3.8625	618	0.6077	0.6847	0.6077	0.7795
0.475	3.875	620	0.5988	0.6818	0.5988	0.7738
0.475	3.8875	622	0.6358	0.6899	0.6358	0.7974
0.475	3.9	624	0.6322	0.6899	0.6322	0.7951
0.475	3.9125	626	0.5976	0.7016	0.5976	0.7731
0.475	3.925	628	0.5727	0.7016	0.5727	0.7568
0.475	3.9375	630	0.5783	0.7016	0.5783	0.7604
0.475	3.95	632	0.6591	0.6416	0.6591	0.8118
0.475	3.9625	634	0.7152	0.6416	0.7152	0.8457
0.475	3.975	636	0.7328	0.6416	0.7328	0.8560
0.475	3.9875	638	0.7144	0.6416	0.7144	0.8452
0.475	4.0	640	0.6312	0.6416	0.6312	0.7945
0.475	4.0125	642	0.5239	0.6818	0.5239	0.7238
0.475	4.025	644	0.4775	0.7439	0.4775	0.6910
0.475	4.0375	646	0.4381	0.8013	0.4381	0.6619
0.475	4.05	648	0.4271	0.7712	0.4271	0.6535
0.475	4.0625	650	0.4241	0.7336	0.4241	0.6512
0.475	4.075	652	0.4481	0.7368	0.4481	0.6694
0.475	4.0875	654	0.5191	0.7159	0.5191	0.7205
0.475	4.1	656	0.5883	0.6038	0.5883	0.7670
0.475	4.1125	658	0.6030	0.6038	0.6030	0.7765
0.475	4.125	660	0.5885	0.6525	0.5885	0.7671
0.475	4.1375	662	0.5554	0.7298	0.5554	0.7453
0.475	4.15	664	0.5405	0.7083	0.5405	0.7352
0.475	4.1625	666	0.5538	0.7298	0.5538	0.7442
0.475	4.175	668	0.5635	0.7083	0.5635	0.7507
0.475	4.1875	670	0.6647	0.6416	0.6647	0.8153
0.475	4.2	672	0.7465	0.6416	0.7465	0.8640
0.475	4.2125	674	0.7321	0.6416	0.7321	0.8556
0.475	4.225	676	0.6611	0.6416	0.6611	0.8131
0.475	4.2375	678	0.5675	0.7083	0.5675	0.7533
0.475	4.25	680	0.5567	0.7083	0.5567	0.7461
0.475	4.2625	682	0.6134	0.7298	0.6134	0.7832
0.475	4.275	684	0.6615	0.6038	0.6615	0.8134
0.475	4.2875	686	0.6376	0.6375	0.6376	0.7985
0.475	4.3	688	0.5677	0.6693	0.5677	0.7535
0.475	4.3125	690	0.4569	0.6908	0.4569	0.6759
0.475	4.325	692	0.3935	0.7138	0.3935	0.6273
0.475	4.3375	694	0.3782	0.7138	0.3782	0.6150
0.475	4.35	696	0.3804	0.7138	0.3804	0.6168
0.475	4.3625	698	0.4055	0.7138	0.4055	0.6368
0.475	4.375	700	0.4381	0.7138	0.4381	0.6619
0.475	4.3875	702	0.5282	0.6934	0.5282	0.7267
0.475	4.4	704	0.5809	0.6525	0.5809	0.7622
0.475	4.4125	706	0.5450	0.6525	0.5450	0.7382
0.475	4.425	708	0.5325	0.6525	0.5325	0.7297
0.475	4.4375	710	0.5091	0.7159	0.5091	0.7135
0.475	4.45	712	0.5056	0.6769	0.5056	0.7111
0.475	4.4625	714	0.5117	0.6769	0.5117	0.7153
0.475	4.475	716	0.5234	0.6125	0.5234	0.7235
0.475	4.4875	718	0.4829	0.7605	0.4829	0.6949
0.475	4.5	720	0.4144	0.7426	0.4144	0.6438
0.475	4.5125	722	0.3916	0.7712	0.3916	0.6258
0.475	4.525	724	0.3953	0.7864	0.3953	0.6287
0.475	4.5375	726	0.4250	0.7712	0.4250	0.6519
0.475	4.55	728	0.4951	0.7	0.4951	0.7036
0.475	4.5625	730	0.5173	0.6934	0.5173	0.7192
0.475	4.575	732	0.4831	0.7	0.4831	0.6951
0.475	4.5875	734	0.4119	0.7712	0.4119	0.6418
0.475	4.6	736	0.3946	0.7712	0.3946	0.6282
0.475	4.6125	738	0.4193	0.7712	0.4193	0.6475
0.475	4.625	740	0.5062	0.7093	0.5062	0.7114
0.475	4.6375	742	0.6167	0.7290	0.6167	0.7853
0.475	4.65	744	0.6841	0.7036	0.6841	0.8271
0.475	4.6625	746	0.6499	0.7036	0.6499	0.8062
0.475	4.675	748	0.5832	0.7030	0.5832	0.7637
0.475	4.6875	750	0.4989	0.6769	0.4989	0.7063
0.475	4.7	752	0.4628	0.7674	0.4628	0.6803
0.475	4.7125	754	0.4594	0.7674	0.4594	0.6778
0.475	4.725	756	0.4757	0.7325	0.4757	0.6897
0.475	4.7375	758	0.4803	0.7325	0.4803	0.6931
0.475	4.75	760	0.4336	0.7459	0.4336	0.6585
0.475	4.7625	762	0.3898	0.7812	0.3898	0.6243
0.475	4.775	764	0.3658	0.8028	0.3658	0.6048
0.475	4.7875	766	0.3879	0.7864	0.3879	0.6228
0.475	4.8	768	0.4996	0.7273	0.4996	0.7068
0.475	4.8125	770	0.5750	0.6789	0.5750	0.7583
0.475	4.825	772	0.5545	0.7030	0.5545	0.7447
0.475	4.8375	774	0.4387	0.7459	0.4387	0.6623
0.475	4.85	776	0.3523	0.7640	0.3523	0.5935
0.475	4.8625	778	0.3346	0.7640	0.3346	0.5785
0.475	4.875	780	0.3448	0.7640	0.3448	0.5872
0.475	4.8875	782	0.3711	0.776	0.3711	0.6092
0.475	4.9	784	0.4052	0.7586	0.4052	0.6366
0.475	4.9125	786	0.4652	0.7529	0.4652	0.6821
0.475	4.925	788	0.4755	0.7774	0.4755	0.6896
0.475	4.9375	790	0.4888	0.7459	0.4888	0.6992
0.475	4.95	792	0.5267	0.6769	0.5267	0.7257
0.475	4.9625	794	0.5136	0.7135	0.5136	0.7167
0.475	4.975	796	0.5358	0.7135	0.5358	0.7320
0.475	4.9875	798	0.5868	0.6818	0.5868	0.7660
0.475	5.0	800	0.6550	0.7093	0.6550	0.8093
0.475	5.0125	802	0.6809	0.6580	0.6809	0.8252
0.475	5.025	804	0.6790	0.5821	0.6790	0.8240
0.475	5.0375	806	0.6449	0.5821	0.6449	0.8031
0.475	5.05	808	0.6294	0.5821	0.6294	0.7933
0.475	5.0625	810	0.5946	0.5821	0.5946	0.7711
0.475	5.075	812	0.5259	0.6934	0.5259	0.7252
0.475	5.0875	814	0.4809	0.6500	0.4809	0.6935
0.475	5.1	816	0.4369	0.7586	0.4369	0.6609
0.475	5.1125	818	0.4243	0.7482	0.4243	0.6514
0.475	5.125	820	0.4440	0.7586	0.4440	0.6663
0.475	5.1375	822	0.5152	0.6934	0.5152	0.7178
0.475	5.15	824	0.5681	0.6642	0.5681	0.7537
0.475	5.1625	826	0.5748	0.6642	0.5748	0.7582
0.475	5.175	828	0.5190	0.6642	0.5190	0.7204
0.475	5.1875	830	0.4792	0.7308	0.4792	0.6923
0.475	5.2	832	0.4969	0.7308	0.4969	0.7049
0.475	5.2125	834	0.5446	0.5821	0.5446	0.7380
0.475	5.225	836	0.5563	0.5821	0.5563	0.7458
0.475	5.2375	838	0.5513	0.5821	0.5513	0.7425
0.475	5.25	840	0.5337	0.6125	0.5337	0.7306
0.475	5.2625	842	0.5300	0.6459	0.5300	0.7280
0.475	5.275	844	0.4875	0.6769	0.4875	0.6982
0.475	5.2875	846	0.4411	0.7605	0.4411	0.6642
0.475	5.3	848	0.4147	0.6875	0.4147	0.6440
0.475	5.3125	850	0.4209	0.6385	0.4209	0.6488
0.475	5.325	852	0.4420	0.7154	0.4420	0.6648
0.475	5.3375	854	0.4520	0.7154	0.4520	0.6723
0.475	5.35	856	0.4716	0.6255	0.4716	0.6867
0.475	5.3625	858	0.5390	0.5917	0.5390	0.7342
0.475	5.375	860	0.6289	0.5725	0.6289	0.7930
0.475	5.3875	862	0.6889	0.5641	0.6889	0.8300
0.475	5.4	864	0.6749	0.5641	0.6749	0.8215
0.475	5.4125	866	0.6058	0.5725	0.6058	0.7783
0.475	5.425	868	0.5352	0.7154	0.5352	0.7316
0.475	5.4375	870	0.4785	0.7154	0.4785	0.6917
0.475	5.45	872	0.4679	0.7154	0.4679	0.6841
0.475	5.4625	874	0.4777	0.7154	0.4777	0.6911
0.475	5.475	876	0.5033	0.7154	0.5033	0.7094
0.475	5.4875	878	0.5364	0.5917	0.5364	0.7324
0.475	5.5	880	0.5836	0.6375	0.5836	0.7640
0.475	5.5125	882	0.5698	0.6375	0.5698	0.7548
0.475	5.525	884	0.5730	0.6375	0.5730	0.7570
0.475	5.5375	886	0.6252	0.6316	0.6252	0.7907
0.475	5.55	888	0.6826	0.5854	0.6826	0.8262
0.475	5.5625	890	0.6914	0.5772	0.6914	0.8315
0.475	5.575	892	0.6577	0.5725	0.6577	0.8110
0.475	5.5875	894	0.5451	0.6459	0.5451	0.7383
0.475	5.6	896	0.4454	0.7605	0.4454	0.6674
0.475	5.6125	898	0.4237	0.7605	0.4237	0.6509
0.475	5.625	900	0.4442	0.7605	0.4442	0.6665
0.475	5.6375	902	0.5149	0.5917	0.5149	0.7175
0.475	5.65	904	0.5533	0.6459	0.5533	0.7438
0.475	5.6625	906	0.5480	0.6459	0.5480	0.7403
0.475	5.675	908	0.5288	0.7308	0.5288	0.7272
0.475	5.6875	910	0.4877	0.7895	0.4877	0.6983
0.475	5.7	912	0.4532	0.7658	0.4532	0.6732
0.475	5.7125	914	0.4812	0.7974	0.4812	0.6937
0.475	5.725	916	0.5403	0.7879	0.5403	0.7351
0.475	5.7375	918	0.6231	0.7290	0.6231	0.7894
0.475	5.75	920	0.7125	0.6918	0.7125	0.8441
0.475	5.7625	922	0.7676	0.6222	0.7676	0.8762
0.475	5.775	924	0.7163	0.6316	0.7163	0.8463
0.475	5.7875	926	0.6076	0.7036	0.6076	0.7795
0.475	5.8	928	0.5028	0.7308	0.5028	0.7091
0.475	5.8125	930	0.4287	0.7895	0.4287	0.6547
0.475	5.825	932	0.3808	0.7829	0.3808	0.6171
0.475	5.8375	934	0.3703	0.7709	0.3703	0.6085
0.475	5.85	936	0.3757	0.7709	0.3757	0.6129
0.475	5.8625	938	0.4067	0.7941	0.4067	0.6377
0.475	5.875	940	0.4731	0.7308	0.4731	0.6878
0.475	5.8875	942	0.5755	0.7021	0.5755	0.7586
0.475	5.9	944	0.5993	0.7021	0.5993	0.7742
0.475	5.9125	946	0.5677	0.7021	0.5677	0.7535
0.475	5.925	948	0.5215	0.6597	0.5215	0.7222
0.475	5.9375	950	0.4957	0.6597	0.4957	0.7041
0.475	5.95	952	0.5020	0.6597	0.5020	0.7085
0.475	5.9625	954	0.5262	0.7036	0.5262	0.7254
0.475	5.975	956	0.5254	0.7036	0.5254	0.7248
0.475	5.9875	958	0.5431	0.7036	0.5431	0.7370
0.475	6.0	960	0.5479	0.7036	0.5479	0.7402
0.475	6.0125	962	0.5210	0.7290	0.5210	0.7218
0.475	6.025	964	0.4632	0.7835	0.4632	0.6806
0.475	6.0375	966	0.4520	0.7835	0.4520	0.6723
0.475	6.05	968	0.4662	0.7569	0.4662	0.6828
0.475	6.0625	970	0.4558	0.7826	0.4558	0.6751
0.475	6.075	972	0.4585	0.7826	0.4585	0.6771
0.475	6.0875	974	0.4996	0.7826	0.4996	0.7068
0.475	6.1	976	0.5186	0.7586	0.5186	0.7201
0.475	6.1125	978	0.5225	0.7785	0.5225	0.7228
0.475	6.125	980	0.4767	0.7826	0.4767	0.6904
0.475	6.1375	982	0.4469	0.7826	0.4469	0.6685
0.475	6.15	984	0.4449	0.7826	0.4449	0.6670
0.475	6.1625	986	0.4156	0.7459	0.4156	0.6447
0.475	6.175	988	0.3879	0.7482	0.3879	0.6228
0.475	6.1875	990	0.3791	0.7482	0.3791	0.6157
0.475	6.2	992	0.3664	0.7482	0.3664	0.6053
0.475	6.2125	994	0.3880	0.7482	0.3880	0.6229
0.475	6.225	996	0.4173	0.7482	0.4173	0.6460
0.475	6.2375	998	0.4487	0.7524	0.4487	0.6698
0.1111	6.25	1000	0.4734	0.7524	0.4734	0.6880
0.1111	6.2625	1002	0.5270	0.7030	0.5270	0.7259
0.1111	6.275	1004	0.5588	0.7217	0.5588	0.7475
0.1111	6.2875	1006	0.5547	0.7219	0.5547	0.7448
0.1111	6.3	1008	0.5112	0.7273	0.5112	0.7150
0.1111	6.3125	1010	0.4747	0.7921	0.4747	0.6890
0.1111	6.325	1012	0.4314	0.8082	0.4314	0.6568
0.1111	6.3375	1014	0.4138	0.7864	0.4138	0.6433
0.1111	6.35	1016	0.4213	0.7864	0.4213	0.6490
0.1111	6.3625	1018	0.4470	0.7864	0.4470	0.6686
0.1111	6.375	1020	0.4639	0.7712	0.4639	0.6811
0.1111	6.3875	1022	0.4896	0.7552	0.4896	0.6997
0.1111	6.4	1024	0.5112	0.7552	0.5112	0.7150
0.1111	6.4125	1026	0.5185	0.7552	0.5185	0.7201
0.1111	6.425	1028	0.5223	0.7279	0.5223	0.7227
0.1111	6.4375	1030	0.5373	0.75	0.5373	0.7330
0.1111	6.45	1032	0.5568	0.7220	0.5568	0.7462
0.1111	6.4625	1034	0.6018	0.6975	0.6018	0.7758
0.1111	6.475	1036	0.6688	0.6293	0.6688	0.8178
0.1111	6.4875	1038	0.6820	0.6293	0.6820	0.8258
0.1111	6.5	1040	0.6618	0.6316	0.6618	0.8135
0.1111	6.5125	1042	0.6041	0.6975	0.6041	0.7772
0.1111	6.525	1044	0.5909	0.7540	0.5909	0.7687
0.1111	6.5375	1046	0.5597	0.7220	0.5597	0.7482
0.1111	6.55	1048	0.5364	0.7220	0.5364	0.7324
0.1111	6.5625	1050	0.5449	0.7308	0.5449	0.7382
0.1111	6.575	1052	0.5748	0.6459	0.5748	0.7581
0.1111	6.5875	1054	0.5888	0.6866	0.5888	0.7673
0.1111	6.6	1056	0.5922	0.6459	0.5922	0.7696
0.1111	6.6125	1058	0.6010	0.6459	0.6010	0.7753
0.1111	6.625	1060	0.6074	0.5917	0.6074	0.7794
0.1111	6.6375	1062	0.6026	0.6459	0.6026	0.7763
0.1111	6.65	1064	0.6238	0.6237	0.6238	0.7898
0.1111	6.6625	1066	0.6412	0.6316	0.6412	0.8008
0.1111	6.675	1068	0.5964	0.7021	0.5964	0.7723
0.1111	6.6875	1070	0.5291	0.7308	0.5291	0.7274
0.1111	6.7	1072	0.4866	0.75	0.4866	0.6975
0.1111	6.7125	1074	0.4568	0.75	0.4568	0.6759
0.1111	6.725	1076	0.4593	0.75	0.4593	0.6777
0.1111	6.7375	1078	0.4906	0.75	0.4906	0.7004
0.1111	6.75	1080	0.5268	0.7220	0.5268	0.7258
0.1111	6.7625	1082	0.5547	0.7569	0.5547	0.7448
0.1111	6.775	1084	0.5752	0.7675	0.5752	0.7584
0.1111	6.7875	1086	0.5451	0.7569	0.5451	0.7383
0.1111	6.8	1088	0.5229	0.7220	0.5229	0.7231
0.1111	6.8125	1090	0.4692	0.75	0.4692	0.6850
0.1111	6.825	1092	0.4405	0.75	0.4405	0.6637
0.1111	6.8375	1094	0.4459	0.75	0.4459	0.6677
0.1111	6.85	1096	0.4776	0.75	0.4776	0.6911
0.1111	6.8625	1098	0.5160	0.7605	0.5160	0.7183
0.1111	6.875	1100	0.5507	0.7675	0.5507	0.7421
0.1111	6.8875	1102	0.5601	0.7956	0.5601	0.7484
0.1111	6.9	1104	0.5824	0.7036	0.5824	0.7631
0.1111	6.9125	1106	0.5946	0.7036	0.5946	0.7711
0.1111	6.925	1108	0.6121	0.7036	0.6121	0.7823
0.1111	6.9375	1110	0.6164	0.7036	0.6164	0.7851
0.1111	6.95	1112	0.5772	0.7217	0.5772	0.7597
0.1111	6.9625	1114	0.5600	0.7217	0.5600	0.7484
0.1111	6.975	1116	0.5331	0.8025	0.5331	0.7301
0.1111	6.9875	1118	0.5573	0.7217	0.5573	0.7465
0.1111	7.0	1120	0.5808	0.7217	0.5808	0.7621
0.1111	7.0125	1122	0.5832	0.7217	0.5832	0.7637
0.1111	7.025	1124	0.5669	0.7217	0.5669	0.7529
0.1111	7.0375	1126	0.5559	0.7217	0.5559	0.7456
0.1111	7.05	1128	0.5364	0.7785	0.5364	0.7324
0.1111	7.0625	1130	0.5127	0.7826	0.5127	0.7160
0.1111	7.075	1132	0.4944	0.7826	0.4944	0.7032
0.1111	7.0875	1134	0.5186	0.7826	0.5186	0.7201
0.1111	7.1	1136	0.5754	0.7217	0.5754	0.7585
0.1111	7.1125	1138	0.6182	0.7101	0.6182	0.7863
0.1111	7.125	1140	0.6827	0.6866	0.6827	0.8263
0.1111	7.1375	1142	0.7053	0.6866	0.7053	0.8398
0.1111	7.15	1144	0.7453	0.6866	0.7453	0.8633
0.1111	7.1625	1146	0.7368	0.6866	0.7368	0.8584
0.1111	7.175	1148	0.6733	0.6866	0.6733	0.8206
0.1111	7.1875	1150	0.6398	0.7101	0.6398	0.7999
0.1111	7.2	1152	0.6076	0.7217	0.6076	0.7795
0.1111	7.2125	1154	0.6149	0.7217	0.6149	0.7841
0.1111	7.225	1156	0.6036	0.7217	0.6036	0.7769
0.1111	7.2375	1158	0.5950	0.7785	0.5950	0.7714
0.1111	7.25	1160	0.5759	0.7785	0.5759	0.7589
0.1111	7.2625	1162	0.5483	0.7785	0.5483	0.7404
0.1111	7.275	1164	0.5448	0.7391	0.5448	0.7381
0.1111	7.2875	1166	0.5521	0.7631	0.5521	0.7431
0.1111	7.3	1168	0.5452	0.7631	0.5452	0.7383
0.1111	7.3125	1170	0.5151	0.7631	0.5151	0.7177
0.1111	7.325	1172	0.4801	0.7667	0.4801	0.6929
0.1111	7.3375	1174	0.4592	0.7667	0.4592	0.6776
0.1111	7.35	1176	0.4356	0.7336	0.4356	0.6600
0.1111	7.3625	1178	0.4253	0.7336	0.4253	0.6522
0.1111	7.375	1180	0.4416	0.7336	0.4416	0.6645
0.1111	7.3875	1182	0.4791	0.7667	0.4791	0.6921
0.1111	7.4	1184	0.5157	0.7619	0.5157	0.7181
0.1111	7.4125	1186	0.5358	0.7835	0.5358	0.7320
0.1111	7.425	1188	0.5394	0.7586	0.5394	0.7344
0.1111	7.4375	1190	0.5166	0.7391	0.5166	0.7188
0.1111	7.45	1192	0.5202	0.7391	0.5202	0.7213
0.1111	7.4625	1194	0.5097	0.7631	0.5097	0.7139
0.1111	7.475	1196	0.5078	0.7631	0.5078	0.7126
0.1111	7.4875	1198	0.5123	0.7391	0.5123	0.7158
0.1111	7.5	1200	0.4891	0.7391	0.4891	0.6993
0.1111	7.5125	1202	0.4489	0.7667	0.4489	0.6700
0.1111	7.525	1204	0.4274	0.7336	0.4274	0.6537
0.1111	7.5375	1206	0.4192	0.7336	0.4192	0.6474
0.1111	7.55	1208	0.4229	0.7336	0.4229	0.6503
0.1111	7.5625	1210	0.4180	0.7336	0.4180	0.6465
0.1111	7.575	1212	0.4325	0.7336	0.4325	0.6576
0.1111	7.5875	1214	0.4610	0.7138	0.4610	0.6790
0.1111	7.6	1216	0.5102	0.75	0.5102	0.7143
0.1111	7.6125	1218	0.5584	0.7893	0.5584	0.7473
0.1111	7.625	1220	0.5851	0.7893	0.5851	0.7649
0.1111	7.6375	1222	0.5797	0.7893	0.5797	0.7614
0.1111	7.65	1224	0.5633	0.7893	0.5633	0.7505
0.1111	7.6625	1226	0.5474	0.7682	0.5474	0.7399
0.1111	7.675	1228	0.5327	0.7475	0.5327	0.7299
0.1111	7.6875	1230	0.5315	0.7475	0.5315	0.7291
0.1111	7.7	1232	0.5639	0.7682	0.5639	0.7509
0.1111	7.7125	1234	0.5862	0.7893	0.5862	0.7656
0.1111	7.725	1236	0.5639	0.7682	0.5639	0.7509
0.1111	7.7375	1238	0.5194	0.7726	0.5194	0.7207
0.1111	7.75	1240	0.4891	0.75	0.4891	0.6993
0.1111	7.7625	1242	0.4796	0.7138	0.4796	0.6925
0.1111	7.775	1244	0.4812	0.7138	0.4812	0.6937
0.1111	7.7875	1246	0.4868	0.75	0.4868	0.6977
0.1111	7.8	1248	0.5054	0.7726	0.5054	0.7109
0.1111	7.8125	1250	0.5441	0.7726	0.5441	0.7376
0.1111	7.825	1252	0.5613	0.7956	0.5613	0.7492
0.1111	7.8375	1254	0.5438	0.7726	0.5438	0.7374
0.1111	7.85	1256	0.5187	0.75	0.5187	0.7202
0.1111	7.8625	1258	0.4931	0.75	0.4931	0.7022
0.1111	7.875	1260	0.4771	0.7667	0.4771	0.6908
0.1111	7.8875	1262	0.4472	0.7667	0.4472	0.6687
0.1111	7.9	1264	0.4275	0.7336	0.4275	0.6538
0.1111	7.9125	1266	0.4255	0.7336	0.4255	0.6523
0.1111	7.925	1268	0.4324	0.7336	0.4324	0.6576
0.1111	7.9375	1270	0.4497	0.7336	0.4497	0.6706
0.1111	7.95	1272	0.4721	0.7667	0.4721	0.6871
0.1111	7.9625	1274	0.4648	0.7667	0.4648	0.6818
0.1111	7.975	1276	0.4528	0.7667	0.4528	0.6729
0.1111	7.9875	1278	0.4287	0.7336	0.4287	0.6547
0.1111	8.0	1280	0.4209	0.7336	0.4209	0.6488
0.1111	8.0125	1282	0.4429	0.7667	0.4429	0.6655
0.1111	8.025	1284	0.4689	0.7407	0.4689	0.6848
0.1111	8.0375	1286	0.4941	0.7726	0.4941	0.7029
0.1111	8.05	1288	0.5170	0.7726	0.5170	0.7190
0.1111	8.0625	1290	0.5324	0.7635	0.5324	0.7296
0.1111	8.075	1292	0.5332	0.7635	0.5332	0.7302
0.1111	8.0875	1294	0.5187	0.7956	0.5187	0.7202
0.1111	8.1	1296	0.4843	0.7619	0.4843	0.6959
0.1111	8.1125	1298	0.4629	0.7407	0.4629	0.6803
0.1111	8.125	1300	0.4471	0.7336	0.4471	0.6686
0.1111	8.1375	1302	0.4440	0.7336	0.4440	0.6664
0.1111	8.15	1304	0.4424	0.7336	0.4424	0.6651
0.1111	8.1625	1306	0.4495	0.7336	0.4495	0.6705
0.1111	8.175	1308	0.4609	0.7336	0.4609	0.6789
0.1111	8.1875	1310	0.4764	0.75	0.4764	0.6902
0.1111	8.2	1312	0.4867	0.7956	0.4867	0.6976
0.1111	8.2125	1314	0.4837	0.7726	0.4837	0.6955
0.1111	8.225	1316	0.4678	0.7138	0.4678	0.6840
0.1111	8.2375	1318	0.4656	0.7138	0.4656	0.6824
0.1111	8.25	1320	0.4814	0.75	0.4814	0.6938
0.1111	8.2625	1322	0.4993	0.7956	0.4993	0.7066
0.1111	8.275	1324	0.5201	0.7956	0.5201	0.7212
0.1111	8.2875	1326	0.5260	0.7956	0.5260	0.7253
0.1111	8.3	1328	0.5286	0.7956	0.5286	0.7270
0.1111	8.3125	1330	0.5429	0.7893	0.5429	0.7368
0.1111	8.325	1332	0.5559	0.7893	0.5559	0.7456
0.1111	8.3375	1334	0.5487	0.7893	0.5487	0.7407
0.1111	8.35	1336	0.5289	0.7893	0.5289	0.7273
0.1111	8.3625	1338	0.5028	0.7956	0.5028	0.7091
0.1111	8.375	1340	0.4864	0.7726	0.4864	0.6975
0.1111	8.3875	1342	0.4858	0.7956	0.4858	0.6970
0.1111	8.4	1344	0.5011	0.7956	0.5011	0.7079
0.1111	8.4125	1346	0.5150	0.7956	0.5150	0.7176
0.1111	8.425	1348	0.5121	0.7956	0.5121	0.7156
0.1111	8.4375	1350	0.5141	0.7549	0.5141	0.7170
0.1111	8.45	1352	0.5119	0.7549	0.5119	0.7154
0.1111	8.4625	1354	0.5035	0.7956	0.5035	0.7095
0.1111	8.475	1356	0.4910	0.7956	0.4910	0.7007
0.1111	8.4875	1358	0.4951	0.7956	0.4951	0.7037
0.1111	8.5	1360	0.5191	0.7956	0.5191	0.7205
0.1111	8.5125	1362	0.5244	0.7956	0.5244	0.7241
0.1111	8.525	1364	0.5184	0.7956	0.5184	0.7200
0.1111	8.5375	1366	0.5034	0.7726	0.5034	0.7095
0.1111	8.55	1368	0.5086	0.7682	0.5086	0.7131
0.1111	8.5625	1370	0.5074	0.7682	0.5074	0.7123
0.1111	8.575	1372	0.4915	0.7727	0.4915	0.7011
0.1111	8.5875	1374	0.4729	0.7727	0.4729	0.6877
0.1111	8.6	1376	0.4523	0.7774	0.4523	0.6726
0.1111	8.6125	1378	0.4331	0.7336	0.4331	0.6581
0.1111	8.625	1380	0.4313	0.7336	0.4313	0.6567
0.1111	8.6375	1382	0.4518	0.7727	0.4518	0.6721
0.1111	8.65	1384	0.4838	0.7727	0.4838	0.6955
0.1111	8.6625	1386	0.5210	0.7727	0.5210	0.7218
0.1111	8.675	1388	0.5561	0.7682	0.5561	0.7457
0.1111	8.6875	1390	0.5784	0.7682	0.5784	0.7605
0.1111	8.7	1392	0.5943	0.7682	0.5943	0.7709
0.1111	8.7125	1394	0.5950	0.7893	0.5950	0.7714
0.1111	8.725	1396	0.5713	0.7298	0.5713	0.7559
0.1111	8.7375	1398	0.5471	0.7682	0.5471	0.7397
0.1111	8.75	1400	0.5223	0.7726	0.5223	0.7227
0.1111	8.7625	1402	0.4984	0.7726	0.4984	0.7060
0.1111	8.775	1404	0.4711	0.7774	0.4711	0.6864
0.1111	8.7875	1406	0.4561	0.7426	0.4561	0.6753
0.1111	8.8	1408	0.4473	0.7426	0.4473	0.6688
0.1111	8.8125	1410	0.4446	0.7426	0.4446	0.6668
0.1111	8.825	1412	0.4466	0.7426	0.4466	0.6683
0.1111	8.8375	1414	0.4492	0.7774	0.4492	0.6702
0.1111	8.85	1416	0.4636	0.7774	0.4636	0.6809
0.1111	8.8625	1418	0.4943	0.7727	0.4943	0.7030
0.1111	8.875	1420	0.5184	0.7682	0.5184	0.7200
0.1111	8.8875	1422	0.5361	0.7682	0.5361	0.7322
0.1111	8.9	1424	0.5423	0.7682	0.5423	0.7364
0.1111	8.9125	1426	0.5594	0.7893	0.5594	0.7479
0.1111	8.925	1428	0.5666	0.7893	0.5666	0.7527
0.1111	8.9375	1430	0.5828	0.7893	0.5828	0.7634
0.1111	8.95	1432	0.5825	0.7893	0.5825	0.7632
0.1111	8.9625	1434	0.5800	0.7893	0.5800	0.7616
0.1111	8.975	1436	0.5774	0.7893	0.5774	0.7599
0.1111	8.9875	1438	0.5682	0.7893	0.5682	0.7538
0.1111	9.0	1440	0.5450	0.7893	0.5450	0.7382
0.1111	9.0125	1442	0.5264	0.7893	0.5264	0.7255
0.1111	9.025	1444	0.5065	0.7682	0.5065	0.7117
0.1111	9.0375	1446	0.4879	0.8000	0.4879	0.6985
0.1111	9.05	1448	0.4694	0.7667	0.4694	0.6851
0.1111	9.0625	1450	0.4608	0.7667	0.4608	0.6788
0.1111	9.075	1452	0.4596	0.7667	0.4596	0.6779
0.1111	9.0875	1454	0.4637	0.7667	0.4637	0.6809
0.1111	9.1	1456	0.4699	0.7667	0.4699	0.6855
0.1111	9.1125	1458	0.4850	0.7726	0.4850	0.6964
0.1111	9.125	1460	0.4977	0.7726	0.4977	0.7055
0.1111	9.1375	1462	0.5048	0.7893	0.5048	0.7105
0.1111	9.15	1464	0.5145	0.7893	0.5145	0.7173
0.1111	9.1625	1466	0.5203	0.7893	0.5203	0.7213
0.1111	9.175	1468	0.5287	0.7893	0.5287	0.7271
0.1111	9.1875	1470	0.5360	0.7893	0.5360	0.7321
0.1111	9.2	1472	0.5496	0.7893	0.5496	0.7414
0.1111	9.2125	1474	0.5606	0.7290	0.5606	0.7487
0.1111	9.225	1476	0.5630	0.7290	0.5630	0.7504
0.1111	9.2375	1478	0.5590	0.7893	0.5590	0.7477
0.1111	9.25	1480	0.5607	0.7290	0.5607	0.7488
0.1111	9.2625	1482	0.5611	0.7290	0.5611	0.7491
0.1111	9.275	1484	0.5597	0.7893	0.5597	0.7481
0.1111	9.2875	1486	0.5582	0.7893	0.5582	0.7471
0.1111	9.3	1488	0.5597	0.7893	0.5597	0.7481
0.1111	9.3125	1490	0.5626	0.7893	0.5626	0.7501
0.1111	9.325	1492	0.5558	0.7893	0.5558	0.7455
0.1111	9.3375	1494	0.5458	0.7956	0.5458	0.7388
0.1111	9.35	1496	0.5421	0.7956	0.5421	0.7363
0.1111	9.3625	1498	0.5390	0.7956	0.5390	0.7342
0.0599	9.375	1500	0.5278	0.7956	0.5278	0.7265
0.0599	9.3875	1502	0.5098	0.7956	0.5098	0.7140
0.0599	9.4	1504	0.4967	0.7726	0.4967	0.7048
0.0599	9.4125	1506	0.4864	0.7726	0.4864	0.6974
0.0599	9.425	1508	0.4775	0.7726	0.4775	0.6910
0.0599	9.4375	1510	0.4788	0.7726	0.4788	0.6919
0.0599	9.45	1512	0.4825	0.7726	0.4825	0.6946
0.0599	9.4625	1514	0.4839	0.7726	0.4839	0.6956
0.0599	9.475	1516	0.4871	0.7726	0.4871	0.6979
0.0599	9.4875	1518	0.4933	0.7726	0.4933	0.7024
0.0599	9.5	1520	0.4988	0.7726	0.4988	0.7063
0.0599	9.5125	1522	0.4997	0.7726	0.4997	0.7069
0.0599	9.525	1524	0.4991	0.7726	0.4991	0.7065
0.0599	9.5375	1526	0.4986	0.7726	0.4986	0.7061
0.0599	9.55	1528	0.4978	0.7726	0.4978	0.7055
0.0599	9.5625	1530	0.4981	0.7726	0.4981	0.7058
0.0599	9.575	1532	0.4995	0.7726	0.4995	0.7068
0.0599	9.5875	1534	0.4981	0.7726	0.4981	0.7058
0.0599	9.6	1536	0.4974	0.7726	0.4974	0.7053
0.0599	9.6125	1538	0.4960	0.7726	0.4960	0.7042
0.0599	9.625	1540	0.4968	0.7619	0.4968	0.7048
0.0599	9.6375	1542	0.4931	0.7619	0.4931	0.7022
0.0599	9.65	1544	0.4864	0.7879	0.4864	0.6974
0.0599	9.6625	1546	0.4824	0.7667	0.4824	0.6946
0.0599	9.675	1548	0.4777	0.7667	0.4777	0.6911
0.0599	9.6875	1550	0.4740	0.7667	0.4740	0.6885
0.0599	9.7	1552	0.4706	0.7667	0.4706	0.6860
0.0599	9.7125	1554	0.4684	0.7667	0.4684	0.6844
0.0599	9.725	1556	0.4655	0.7667	0.4655	0.6823
0.0599	9.7375	1558	0.4644	0.7667	0.4644	0.6814
0.0599	9.75	1560	0.4646	0.7667	0.4646	0.6816
0.0599	9.7625	1562	0.4654	0.7667	0.4654	0.6822
0.0599	9.775	1564	0.4670	0.7667	0.4670	0.6834
0.0599	9.7875	1566	0.4669	0.7667	0.4669	0.6833
0.0599	9.8	1568	0.4637	0.7667	0.4637	0.6809
0.0599	9.8125	1570	0.4623	0.7667	0.4623	0.6799
0.0599	9.825	1572	0.4614	0.7667	0.4614	0.6792
0.0599	9.8375	1574	0.4606	0.7667	0.4606	0.6787
0.0599	9.85	1576	0.4599	0.7667	0.4599	0.6781
0.0599	9.8625	1578	0.4590	0.7667	0.4590	0.6775
0.0599	9.875	1580	0.4588	0.7667	0.4588	0.6774
0.0599	9.8875	1582	0.4601	0.7667	0.4601	0.6783
0.0599	9.9	1584	0.4612	0.7667	0.4612	0.6791
0.0599	9.9125	1586	0.4619	0.7667	0.4619	0.6796
0.0599	9.925	1588	0.4636	0.7667	0.4636	0.6809
0.0599	9.9375	1590	0.4645	0.7667	0.4645	0.6815
0.0599	9.95	1592	0.4654	0.7667	0.4654	0.6822
0.0599	9.9625	1594	0.4662	0.7667	0.4662	0.6828
0.0599	9.975	1596	0.4668	0.7667	0.4668	0.6832
0.0599	9.9875	1598	0.4671	0.7667	0.4671	0.6834
0.0599	10.0	1600	0.4672	0.7667	0.4672	0.6835

Framework versions

Transformers 4.44.2
Pytorch 2.4.0+cu118
Datasets 2.21.0
Tokenizers 0.19.1

MayBashendy/Arabic_FineTuningAraBERT_run3_AugV5_k15_task1_organization_fold1

Arabic_FineTuningAraBERT_run3_AugV5_k15_task1_organization_fold1

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

MayBashendy/
Arabic_FineTuningAraBERT_run3_AugV5_k15_task1_organization_fold1