Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0125	2	5.8676	-0.0500	5.8676	2.4223
No log	0.025	4	3.5269	-0.0749	3.5269	1.8780
No log	0.0375	6	2.1337	-0.2297	2.1337	1.4607
No log	0.05	8	1.9398	-0.1897	1.9398	1.3928
No log	0.0625	10	1.8609	-0.1484	1.8609	1.3642
No log	0.075	12	1.1760	-0.0652	1.1760	1.0844
No log	0.0875	14	0.8634	0.2410	0.8634	0.9292
No log	0.1	16	1.0159	0.1515	1.0159	1.0079
No log	0.1125	18	1.1581	0.1057	1.1581	1.0762
No log	0.125	20	1.1322	0.2291	1.1322	1.0640
No log	0.1375	22	1.1796	0.1478	1.1796	1.0861
No log	0.15	24	1.0250	0.1674	1.0250	1.0124
No log	0.1625	26	0.9944	0.2291	0.9944	0.9972
No log	0.175	28	1.0728	0.2696	1.0728	1.0358
No log	0.1875	30	1.0598	0.2291	1.0598	1.0295
No log	0.2	32	1.0952	0.2291	1.0952	1.0465
No log	0.2125	34	1.1324	0.2696	1.1324	1.0642
No log	0.225	36	1.2377	0.1901	1.2377	1.1125
No log	0.2375	38	1.4215	0.1532	1.4215	1.1923
No log	0.25	40	1.6697	-0.0561	1.6697	1.2922
No log	0.2625	42	1.7462	0.0421	1.7462	1.3214
No log	0.275	44	1.6673	0.0421	1.6673	1.2912
No log	0.2875	46	1.4630	0.0239	1.4630	1.2095
No log	0.3	48	1.1467	0.2018	1.1467	1.0708
No log	0.3125	50	1.0225	0.2018	1.0225	1.0112
No log	0.325	52	1.0198	0.2844	1.0198	1.0098
No log	0.3375	54	1.0160	0.3090	1.0160	1.0080
No log	0.35	56	1.0062	0.2696	1.0062	1.0031
No log	0.3625	58	1.0100	0.2696	1.0100	1.0050
No log	0.375	60	1.2045	0.3058	1.2045	1.0975
No log	0.3875	62	1.4424	0.2519	1.4424	1.2010
No log	0.4	64	1.6611	0.0912	1.6611	1.2888
No log	0.4125	66	1.4408	0.0797	1.4408	1.2003
No log	0.425	68	1.0612	0.3467	1.0612	1.0301
No log	0.4375	70	0.8896	0.3762	0.8896	0.9432
No log	0.45	72	0.8860	0.3762	0.8860	0.9413
No log	0.4625	74	0.9667	0.2829	0.9667	0.9832
No log	0.475	76	1.1179	0.0841	1.1179	1.0573
No log	0.4875	78	1.0946	0.2596	1.0946	1.0462
No log	0.5	80	0.9660	0.1429	0.9660	0.9828
No log	0.5125	82	0.8266	0.24	0.8266	0.9092
No log	0.525	84	0.7715	0.2473	0.7715	0.8783
No log	0.5375	86	0.7737	0.2963	0.7737	0.8796
No log	0.55	88	0.7688	0.2130	0.7688	0.8768
No log	0.5625	90	0.8189	0.2963	0.8189	0.9049
No log	0.575	92	0.9123	0.2687	0.9123	0.9551
No log	0.5875	94	1.0027	0.2870	1.0027	1.0014
No log	0.6	96	0.9885	0.3694	0.9885	0.9942
No log	0.6125	98	1.0448	0.2844	1.0448	1.0221
No log	0.625	100	1.0323	0.1923	1.0323	1.0160
No log	0.6375	102	0.9002	0.3317	0.9002	0.9488
No log	0.65	104	0.8182	0.0562	0.8182	0.9045
No log	0.6625	106	0.9063	0.0	0.9063	0.9520
No log	0.675	108	0.8715	0.0233	0.8715	0.9336
No log	0.6875	110	0.7806	0.2410	0.7806	0.8835
No log	0.7	112	0.7740	0.3913	0.7740	0.8797
No log	0.7125	114	0.9095	0.3317	0.9095	0.9537
No log	0.725	116	0.9594	0.3069	0.9594	0.9795
No log	0.7375	118	1.0921	0.2829	1.0921	1.0450
No log	0.75	120	1.1820	0.0841	1.1820	1.0872
No log	0.7625	122	1.1420	0.1043	1.1420	1.0686
No log	0.775	124	1.0433	0.2829	1.0433	1.0214
No log	0.7875	126	0.9707	0.2829	0.9707	0.9852
No log	0.8	128	0.9419	0.3069	0.9419	0.9705
No log	0.8125	130	0.8750	0.4105	0.8750	0.9354
No log	0.825	132	0.8027	0.1600	0.8027	0.8959
No log	0.8375	134	0.7776	-0.0120	0.7776	0.8818
No log	0.85	136	0.7561	0.1840	0.7561	0.8695
No log	0.8625	138	0.7368	0.2410	0.7368	0.8584
No log	0.875	140	0.7264	0.3226	0.7264	0.8523
No log	0.8875	142	0.7090	0.3438	0.7090	0.8420
No log	0.9	144	0.7397	0.4776	0.7397	0.8601
No log	0.9125	146	0.7865	0.4928	0.7865	0.8868
No log	0.925	148	0.7299	0.5051	0.7299	0.8543
No log	0.9375	150	0.7285	0.3708	0.7285	0.8535
No log	0.95	152	0.7431	0.4	0.7431	0.8620
No log	0.9625	154	0.7443	0.4	0.7443	0.8627
No log	0.975	156	0.7371	0.2130	0.7371	0.8585
No log	0.9875	158	0.7506	0.0982	0.7506	0.8664
No log	1.0	160	0.7242	0.2130	0.7242	0.8510
No log	1.0125	162	0.7533	0.4776	0.7533	0.8679
No log	1.025	164	0.8382	0.5196	0.8382	0.9156
No log	1.0375	166	0.8884	0.4928	0.8884	0.9426
No log	1.05	168	0.7869	0.4776	0.7869	0.8871
No log	1.0625	170	0.7214	0.24	0.7214	0.8494
No log	1.075	172	0.7749	0.3298	0.7749	0.8803
No log	1.0875	174	0.9288	0.3419	0.9288	0.9637
No log	1.1	176	0.9358	0.2857	0.9358	0.9674
No log	1.1125	178	0.7969	0.3125	0.7969	0.8927
No log	1.125	180	0.6925	0.3438	0.6925	0.8321
No log	1.1375	182	0.6785	0.3897	0.6785	0.8237
No log	1.15	184	0.6625	0.4400	0.6625	0.8140
No log	1.1625	186	0.6500	0.4828	0.6500	0.8062
No log	1.175	188	0.6745	0.4758	0.6745	0.8213
No log	1.1875	190	0.6885	0.5221	0.6885	0.8297
No log	1.2	192	0.7192	0.4576	0.7192	0.8481
No log	1.2125	194	0.7159	0.4576	0.7159	0.8461
No log	1.225	196	0.6903	0.3937	0.6903	0.8309
No log	1.2375	198	0.7128	0.3937	0.7128	0.8443
No log	1.25	200	0.6758	0.3937	0.6758	0.8221
No log	1.2625	202	0.5768	0.6111	0.5768	0.7595
No log	1.275	204	0.5405	0.6578	0.5405	0.7352
No log	1.2875	206	0.5653	0.5845	0.5653	0.7519
No log	1.3	208	0.6693	0.5103	0.6693	0.8181
No log	1.3125	210	0.7809	0.4981	0.7809	0.8837
No log	1.325	212	0.7698	0.5039	0.7698	0.8774
No log	1.3375	214	0.6515	0.5294	0.6515	0.8071
No log	1.35	216	0.6221	0.5463	0.6221	0.7887
No log	1.3625	218	0.6328	0.5374	0.6328	0.7955
No log	1.375	220	0.6137	0.6094	0.6137	0.7834
No log	1.3875	222	0.5765	0.5702	0.5765	0.7593
No log	1.4	224	0.5972	0.5044	0.5972	0.7728
No log	1.4125	226	0.6461	0.4766	0.6461	0.8038
No log	1.425	228	0.7013	0.5	0.7013	0.8374
No log	1.4375	230	0.8359	0.5299	0.8359	0.9143
No log	1.45	232	1.0081	0.3893	1.0081	1.0040
No log	1.4625	234	1.2002	0.3893	1.2002	1.0956
No log	1.475	236	1.0477	0.4651	1.0477	1.0235
No log	1.4875	238	0.8046	0.6423	0.8046	0.8970
No log	1.5	240	0.7001	0.6008	0.7001	0.8367
No log	1.5125	242	0.6309	0.5182	0.6309	0.7943
No log	1.525	244	0.5883	0.6192	0.5883	0.7670
No log	1.5375	246	0.5853	0.6192	0.5853	0.7650
No log	1.55	248	0.6219	0.5728	0.6219	0.7886
No log	1.5625	250	0.6081	0.5333	0.6081	0.7798
No log	1.575	252	0.5971	0.5333	0.5971	0.7727
No log	1.5875	254	0.6090	0.5333	0.6090	0.7804
No log	1.6	256	0.6883	0.4615	0.6883	0.8296
No log	1.6125	258	0.6993	0.4615	0.6993	0.8362
No log	1.625	260	0.6631	0.5643	0.6631	0.8143
No log	1.6375	262	0.6579	0.6111	0.6579	0.8111
No log	1.65	264	0.6345	0.6431	0.6345	0.7965
No log	1.6625	266	0.6707	0.6111	0.6707	0.8190
No log	1.675	268	0.7988	0.4934	0.7988	0.8938
No log	1.6875	270	1.0564	0.4651	1.0564	1.0278
No log	1.7	272	1.2698	0.4052	1.2698	1.1268
No log	1.7125	274	1.1443	0.3883	1.1443	1.0697
No log	1.725	276	0.8199	0.4889	0.8199	0.9055
No log	1.7375	278	0.6890	0.6000	0.6890	0.8300
No log	1.75	280	0.7205	0.5704	0.7205	0.8488
No log	1.7625	282	0.7731	0.5939	0.7731	0.8793
No log	1.775	284	0.8214	0.5855	0.8214	0.9063
No log	1.7875	286	0.7438	0.5532	0.7438	0.8624
No log	1.8	288	0.5615	0.6573	0.5615	0.7493
No log	1.8125	290	0.5032	0.6957	0.5032	0.7094
No log	1.825	292	0.4986	0.664	0.4986	0.7061
No log	1.8375	294	0.5673	0.5783	0.5673	0.7532
No log	1.85	296	0.6665	0.5939	0.6665	0.8164
No log	1.8625	298	0.7788	0.5855	0.7788	0.8825
No log	1.875	300	0.7666	0.5855	0.7666	0.8756
No log	1.8875	302	0.6199	0.6316	0.6199	0.7873
No log	1.9	304	0.5390	0.6912	0.5390	0.7341
No log	1.9125	306	0.5148	0.6288	0.5148	0.7175
No log	1.925	308	0.5395	0.6202	0.5395	0.7345
No log	1.9375	310	0.6519	0.5172	0.6519	0.8074
No log	1.95	312	0.7388	0.5191	0.7388	0.8595
No log	1.9625	314	0.7273	0.5191	0.7273	0.8528
No log	1.975	316	0.6007	0.5172	0.6007	0.7751
No log	1.9875	318	0.5011	0.6957	0.5011	0.7079
No log	2.0	320	0.4700	0.6957	0.4700	0.6856
No log	2.0125	322	0.4799	0.6957	0.4799	0.6927
No log	2.025	324	0.5102	0.6957	0.5102	0.7143
No log	2.0375	326	0.5485	0.6008	0.5485	0.7406
No log	2.05	328	0.5976	0.6008	0.5976	0.7731
No log	2.0625	330	0.6764	0.5370	0.6764	0.8224
No log	2.075	332	0.8870	0.4615	0.8870	0.9418
No log	2.0875	334	1.0313	0.4790	1.0313	1.0155
No log	2.1	336	0.9564	0.4615	0.9564	0.9780
No log	2.1125	338	0.7485	0.5581	0.7485	0.8652
No log	2.125	340	0.6341	0.6216	0.6341	0.7963
No log	2.1375	342	0.6507	0.6316	0.6507	0.8067
No log	2.15	344	0.7151	0.5532	0.7151	0.8457
No log	2.1625	346	0.6611	0.6345	0.6611	0.8131
No log	2.175	348	0.5430	0.6557	0.5430	0.7369
No log	2.1875	350	0.4831	0.6192	0.4831	0.6951
No log	2.2	352	0.5081	0.5116	0.5081	0.7128
No log	2.2125	354	0.5098	0.5116	0.5098	0.7140
No log	2.225	356	0.4896	0.4343	0.4896	0.6997
No log	2.2375	358	0.5051	0.5586	0.5051	0.7107
No log	2.25	360	0.6979	0.5735	0.6979	0.8354
No log	2.2625	362	0.9315	0.4832	0.9315	0.9651
No log	2.275	364	0.8962	0.6135	0.8962	0.9467
No log	2.2875	366	0.7082	0.6124	0.7082	0.8415
No log	2.3	368	0.5988	0.6708	0.5988	0.7738
No log	2.3125	370	0.6167	0.6899	0.6167	0.7853
No log	2.325	372	0.6815	0.6387	0.6815	0.8255
No log	2.3375	374	0.6846	0.5855	0.6846	0.8274
No log	2.35	376	0.6901	0.5855	0.6901	0.8307
No log	2.3625	378	0.5787	0.6423	0.5787	0.7607
No log	2.375	380	0.4956	0.7131	0.4956	0.7040
No log	2.3875	382	0.4831	0.7131	0.4831	0.6951
No log	2.4	384	0.4732	0.7131	0.4732	0.6879
No log	2.4125	386	0.4955	0.7586	0.4955	0.7039
No log	2.425	388	0.6073	0.6488	0.6073	0.7793
No log	2.4375	390	0.6677	0.6124	0.6677	0.8172
No log	2.45	392	0.5965	0.6645	0.5965	0.7723
No log	2.4625	394	0.4759	0.7941	0.4759	0.6898
No log	2.475	396	0.4157	0.7879	0.4157	0.6448
No log	2.4875	398	0.3865	0.7879	0.3865	0.6217
No log	2.5	400	0.3675	0.7879	0.3675	0.6062
No log	2.5125	402	0.3629	0.7510	0.3629	0.6024
No log	2.525	404	0.3758	0.7510	0.3758	0.6131
No log	2.5375	406	0.3942	0.7034	0.3942	0.6278
No log	2.55	408	0.4059	0.7510	0.4059	0.6371
No log	2.5625	410	0.4303	0.7709	0.4303	0.6560
No log	2.575	412	0.4311	0.7181	0.4311	0.6565
No log	2.5875	414	0.4359	0.7181	0.4359	0.6602
No log	2.6	416	0.4718	0.7658	0.4718	0.6869
No log	2.6125	418	0.5650	0.7354	0.5650	0.7517
No log	2.625	420	0.5710	0.75	0.5710	0.7556
No log	2.6375	422	0.4787	0.7658	0.4787	0.6918
No log	2.65	424	0.4626	0.7658	0.4626	0.6801
No log	2.6625	426	0.4909	0.7658	0.4909	0.7006
No log	2.675	428	0.4850	0.7829	0.4850	0.6964
No log	2.6875	430	0.5175	0.6715	0.5175	0.7194
No log	2.7	432	0.5640	0.6316	0.5640	0.7510
No log	2.7125	434	0.5679	0.6525	0.5679	0.7536
No log	2.725	436	0.4802	0.6667	0.4802	0.6930
No log	2.7375	438	0.4399	0.7586	0.4399	0.6633
No log	2.75	440	0.4108	0.7348	0.4108	0.6409
No log	2.7625	442	0.3953	0.7535	0.3953	0.6287
No log	2.775	444	0.3955	0.7640	0.3955	0.6289
No log	2.7875	446	0.4249	0.7941	0.4249	0.6519
No log	2.8	448	0.5409	0.6525	0.5409	0.7355
No log	2.8125	450	0.6264	0.6138	0.6264	0.7915
No log	2.825	452	0.5986	0.6138	0.5986	0.7737
No log	2.8375	454	0.5677	0.6237	0.5677	0.7534
No log	2.85	456	0.4177	0.6980	0.4177	0.6463
No log	2.8625	458	0.3607	0.72	0.3607	0.6006
No log	2.875	460	0.3528	0.7640	0.3528	0.5940
No log	2.8875	462	0.3578	0.8444	0.3578	0.5982
No log	2.9	464	0.3653	0.7709	0.3653	0.6044
No log	2.9125	466	0.4565	0.6597	0.4565	0.6757
No log	2.925	468	0.5803	0.5855	0.5803	0.7618
No log	2.9375	470	0.6945	0.6135	0.6945	0.8334
No log	2.95	472	0.6414	0.6047	0.6414	0.8009
No log	2.9625	474	0.5027	0.6899	0.5027	0.7090
No log	2.975	476	0.4590	0.7368	0.4590	0.6775
No log	2.9875	478	0.4816	0.7072	0.4816	0.6940
No log	3.0	480	0.4823	0.7308	0.4823	0.6945
No log	3.0125	482	0.4547	0.7072	0.4547	0.6743
No log	3.025	484	0.3562	0.72	0.3562	0.5969
No log	3.0375	486	0.3101	0.7812	0.3101	0.5569
No log	3.05	488	0.3144	0.7812	0.3144	0.5607
No log	3.0625	490	0.3597	0.72	0.3597	0.5997
No log	3.075	492	0.4648	0.6980	0.4648	0.6818
No log	3.0875	494	0.6073	0.6124	0.6073	0.7793
No log	3.1	496	0.6429	0.6124	0.6429	0.8018
No log	3.1125	498	0.5731	0.6020	0.5731	0.7570
0.5909	3.125	500	0.4593	0.7287	0.4593	0.6777
0.5909	3.1375	502	0.4184	0.7287	0.4184	0.6468
0.5909	3.15	504	0.4439	0.7287	0.4439	0.6663
0.5909	3.1625	506	0.5349	0.6209	0.5349	0.7313
0.5909	3.175	508	0.5958	0.5939	0.5958	0.7719
0.5909	3.1875	510	0.5342	0.6980	0.5342	0.7309
0.5909	3.2	512	0.4407	0.6883	0.4407	0.6639
0.5909	3.2125	514	0.4265	0.6883	0.4265	0.6531
0.5909	3.225	516	0.4491	0.6883	0.4491	0.6701
0.5909	3.2375	518	0.5484	0.6097	0.5484	0.7405
0.5909	3.25	520	0.7287	0.5855	0.7287	0.8536
0.5909	3.2625	522	0.8659	0.6135	0.8659	0.9305
0.5909	3.275	524	0.9872	0.5575	0.9872	0.9936
0.5909	3.2875	526	0.8995	0.5882	0.8995	0.9484
0.5909	3.3	528	0.7036	0.6198	0.7036	0.8388
0.5909	3.3125	530	0.5796	0.6198	0.5796	0.7613
0.5909	3.325	532	0.4918	0.6667	0.4918	0.7013
0.5909	3.3375	534	0.5072	0.6291	0.5072	0.7122
0.5909	3.35	536	0.4799	0.6667	0.4799	0.6928
0.5909	3.3625	538	0.4573	0.6290	0.4573	0.6762
0.5909	3.375	540	0.4760	0.6000	0.4760	0.6899
0.5909	3.3875	542	0.4788	0.6000	0.4788	0.6920
0.5909	3.4	544	0.4331	0.72	0.4331	0.6581
0.5909	3.4125	546	0.4247	0.72	0.4247	0.6517
0.5909	3.425	548	0.4549	0.7063	0.4549	0.6745
0.5909	3.4375	550	0.5120	0.6124	0.5120	0.7155
0.5909	3.45	552	0.4765	0.6316	0.4765	0.6903
0.5909	3.4625	554	0.4910	0.6316	0.4910	0.7007
0.5909	3.475	556	0.5412	0.5855	0.5412	0.7356
0.5909	3.4875	558	0.5534	0.6047	0.5534	0.7439
0.5909	3.5	560	0.5028	0.6216	0.5028	0.7091
0.5909	3.5125	562	0.4860	0.6316	0.4860	0.6972
0.5909	3.525	564	0.5274	0.6543	0.5274	0.7262
0.5909	3.5375	566	0.5246	0.6543	0.5246	0.7243
0.5909	3.55	568	0.5200	0.6543	0.5200	0.7211
0.5909	3.5625	570	0.5589	0.6543	0.5589	0.7476
0.5909	3.575	572	0.5419	0.6198	0.5419	0.7361
0.5909	3.5875	574	0.4969	0.5825	0.4969	0.7049
0.5909	3.6	576	0.4604	0.6842	0.4604	0.6785
0.5909	3.6125	578	0.4208	0.7482	0.4208	0.6487
0.5909	3.625	580	0.4211	0.7482	0.4211	0.6489
0.5909	3.6375	582	0.4555	0.7336	0.4555	0.6749
0.5909	3.65	584	0.5643	0.6124	0.5643	0.7512
0.5909	3.6625	586	0.6213	0.6124	0.6213	0.7882
0.5909	3.675	588	0.6387	0.5855	0.6387	0.7992
0.5909	3.6875	590	0.5581	0.5825	0.5581	0.7471
0.5909	3.7	592	0.4484	0.6290	0.4484	0.6696
0.5909	3.7125	594	0.3895	0.8165	0.3895	0.6241
0.5909	3.725	596	0.3942	0.8444	0.3942	0.6278
0.5909	3.7375	598	0.4036	0.8444	0.4036	0.6353
0.5909	3.75	600	0.4322	0.7348	0.4322	0.6574
0.5909	3.7625	602	0.5056	0.5912	0.5056	0.7111
0.5909	3.775	604	0.5679	0.5825	0.5679	0.7536
0.5909	3.7875	606	0.5853	0.5939	0.5853	0.7651
0.5909	3.8	608	0.5326	0.5912	0.5326	0.7298
0.5909	3.8125	610	0.4881	0.6465	0.4881	0.6986
0.5909	3.825	612	0.4904	0.6465	0.4904	0.7003
0.5909	3.8375	614	0.5059	0.6465	0.5059	0.7113
0.5909	3.85	616	0.5333	0.6387	0.5333	0.7302
0.5909	3.8625	618	0.5425	0.5828	0.5425	0.7365
0.5909	3.875	620	0.4948	0.6000	0.4948	0.7034
0.5909	3.8875	622	0.4626	0.72	0.4626	0.6801
0.5909	3.9	624	0.4610	0.72	0.4610	0.6789
0.5909	3.9125	626	0.5292	0.6216	0.5292	0.7275
0.5909	3.925	628	0.5659	0.6124	0.5659	0.7523
0.5909	3.9375	630	0.5282	0.6216	0.5282	0.7268
0.5909	3.95	632	0.4593	0.6912	0.4593	0.6777
0.5909	3.9625	634	0.3994	0.7686	0.3994	0.6320
0.5909	3.975	636	0.3903	0.8108	0.3903	0.6247
0.5909	3.9875	638	0.3973	0.8108	0.3973	0.6303
0.5909	4.0	640	0.3906	0.8108	0.3906	0.6250
0.5909	4.0125	642	0.3913	0.8108	0.3913	0.6256
0.5909	4.025	644	0.4532	0.7426	0.4532	0.6732
0.5909	4.0375	646	0.5438	0.6205	0.5438	0.7374
0.5909	4.05	648	0.6091	0.5957	0.6091	0.7805
0.5909	4.0625	650	0.6260	0.5957	0.6260	0.7912
0.5909	4.075	652	0.5663	0.6205	0.5663	0.7525
0.5909	4.0875	654	0.5080	0.5704	0.5080	0.7128
0.5909	4.1	656	0.4810	0.6316	0.4810	0.6935
0.5909	4.1125	658	0.5058	0.5704	0.5058	0.7112
0.5909	4.125	660	0.5326	0.6316	0.5326	0.7298
0.5909	4.1375	662	0.4884	0.6540	0.4884	0.6989
0.5909	4.15	664	0.4464	0.6667	0.4464	0.6681
0.5909	4.1625	666	0.4743	0.6667	0.4743	0.6887
0.5909	4.175	668	0.5014	0.6667	0.5014	0.7081
0.5909	4.1875	670	0.5454	0.5912	0.5454	0.7385
0.5909	4.2	672	0.5383	0.6125	0.5383	0.7337
0.5909	4.2125	674	0.5192	0.6008	0.5192	0.7206
0.5909	4.225	676	0.4334	0.6431	0.4334	0.6584
0.5909	4.2375	678	0.3880	0.7050	0.3880	0.6229
0.5909	4.25	680	0.3543	0.8165	0.3543	0.5952
0.5909	4.2625	682	0.3572	0.8165	0.3572	0.5977
0.5909	4.275	684	0.3905	0.6557	0.3905	0.6249
0.5909	4.2875	686	0.4909	0.6431	0.4909	0.7007
0.5909	4.3	688	0.6893	0.5366	0.6893	0.8303
0.5909	4.3125	690	0.8751	0.5882	0.8751	0.9355
0.5909	4.325	692	0.9336	0.6059	0.9336	0.9663
0.5909	4.3375	694	0.8236	0.5904	0.8236	0.9075
0.5909	4.35	696	0.7144	0.5812	0.7144	0.8452
0.5909	4.3625	698	0.5879	0.6667	0.5879	0.7667
0.5909	4.375	700	0.5569	0.6465	0.5569	0.7462
0.5909	4.3875	702	0.5400	0.6573	0.5400	0.7348
0.5909	4.4	704	0.5768	0.6465	0.5768	0.7594
0.5909	4.4125	706	0.6111	0.6198	0.6111	0.7817
0.5909	4.425	708	0.5770	0.5911	0.5770	0.7596
0.5909	4.4375	710	0.5099	0.6097	0.5099	0.7141
0.5909	4.45	712	0.4513	0.7050	0.4513	0.6718
0.5909	4.4625	714	0.4230	0.7482	0.4230	0.6504
0.5909	4.475	716	0.4481	0.7050	0.4481	0.6694
0.5909	4.4875	718	0.5468	0.6198	0.5468	0.7395
0.5909	4.5	720	0.6100	0.6124	0.6100	0.7811
0.5909	4.5125	722	0.5717	0.6124	0.5717	0.7561
0.5909	4.525	724	0.4681	0.6456	0.4681	0.6842
0.5909	4.5375	726	0.4195	0.7771	0.4195	0.6477
0.5909	4.55	728	0.3824	0.8562	0.3824	0.6184
0.5909	4.5625	730	0.3793	0.8562	0.3793	0.6159
0.5909	4.575	732	0.3821	0.8383	0.3821	0.6181
0.5909	4.5875	734	0.3553	0.8562	0.3553	0.5961
0.5909	4.6	736	0.3280	0.8754	0.3280	0.5727
0.5909	4.6125	738	0.3222	0.8444	0.3222	0.5677
0.5909	4.625	740	0.3433	0.8063	0.3433	0.5859
0.5909	4.6375	742	0.3990	0.7050	0.3990	0.6316
0.5909	4.65	744	0.4288	0.6500	0.4288	0.6548
0.5909	4.6625	746	0.4067	0.6744	0.4067	0.6377
0.5909	4.675	748	0.4102	0.6744	0.4102	0.6405
0.5909	4.6875	750	0.4120	0.6744	0.4120	0.6419
0.5909	4.7	752	0.4832	0.5704	0.4832	0.6951
0.5909	4.7125	754	0.5278	0.5939	0.5278	0.7265
0.5909	4.725	756	0.4917	0.6392	0.4917	0.7012
0.5909	4.7375	758	0.4918	0.6392	0.4918	0.7013
0.5909	4.75	760	0.5831	0.5743	0.5831	0.7636
0.5909	4.7625	762	0.7452	0.6277	0.7452	0.8632
0.5909	4.775	764	0.8550	0.5985	0.8550	0.9247
0.5909	4.7875	766	0.8142	0.5985	0.8142	0.9023
0.5909	4.8	768	0.6552	0.5855	0.6552	0.8094
0.5909	4.8125	770	0.5470	0.5935	0.5470	0.7396
0.5909	4.825	772	0.4951	0.5911	0.4951	0.7036
0.5909	4.8375	774	0.4960	0.6291	0.4960	0.7043
0.5909	4.85	776	0.5512	0.5935	0.5512	0.7424
0.5909	4.8625	778	0.6284	0.5855	0.6284	0.7927
0.5909	4.875	780	0.6456	0.5855	0.6456	0.8035
0.5909	4.8875	782	0.6479	0.5855	0.6479	0.8049
0.5909	4.9	784	0.6093	0.5935	0.6093	0.7806
0.5909	4.9125	786	0.5565	0.5935	0.5565	0.7460
0.5909	4.925	788	0.5171	0.6291	0.5171	0.7191
0.5909	4.9375	790	0.5244	0.7016	0.5244	0.7242
0.5909	4.95	792	0.5706	0.6198	0.5706	0.7554
0.5909	4.9625	794	0.6163	0.6030	0.6163	0.7850
0.5909	4.975	796	0.6371	0.6030	0.6371	0.7982
0.5909	4.9875	798	0.6062	0.5935	0.6062	0.7786
0.5909	5.0	800	0.5803	0.6899	0.5803	0.7618
0.5909	5.0125	802	0.5161	0.6899	0.5161	0.7184
0.5909	5.025	804	0.4774	0.6784	0.4774	0.6909
0.5909	5.0375	806	0.4768	0.6784	0.4768	0.6905
0.5909	5.05	808	0.5467	0.6899	0.5467	0.7394
0.5909	5.0625	810	0.6869	0.5957	0.6869	0.8288
0.5909	5.075	812	0.7524	0.6121	0.7524	0.8674
0.5909	5.0875	814	0.7477	0.6121	0.7477	0.8647
0.5909	5.1	816	0.7099	0.5957	0.7099	0.8425
0.5909	5.1125	818	0.5989	0.5855	0.5989	0.7739
0.5909	5.125	820	0.4987	0.6899	0.4987	0.7062
0.5909	5.1375	822	0.4780	0.7143	0.4780	0.6914
0.5909	5.15	824	0.4938	0.6755	0.4938	0.7027
0.5909	5.1625	826	0.5079	0.6645	0.5079	0.7127
0.5909	5.175	828	0.4896	0.7016	0.4896	0.6997
0.5909	5.1875	830	0.5092	0.6645	0.5092	0.7136
0.5909	5.2	832	0.5897	0.6047	0.5897	0.7679
0.5909	5.2125	834	0.6377	0.6047	0.6377	0.7985
0.5909	5.225	836	0.6414	0.6047	0.6414	0.8009
0.5909	5.2375	838	0.5937	0.6047	0.5937	0.7705
0.5909	5.25	840	0.5073	0.6020	0.5073	0.7123
0.5909	5.2625	842	0.4423	0.6500	0.4423	0.6650
0.5909	5.275	844	0.4054	0.776	0.4054	0.6367
0.5909	5.2875	846	0.3979	0.776	0.3979	0.6308
0.5909	5.3	848	0.4064	0.776	0.4064	0.6375
0.5909	5.3125	850	0.4525	0.6392	0.4525	0.6726
0.5909	5.325	852	0.5557	0.6198	0.5557	0.7455
0.5909	5.3375	854	0.7260	0.6135	0.7260	0.8521
0.5909	5.35	856	0.9119	0.5985	0.9119	0.9550
0.5909	5.3625	858	0.9151	0.5985	0.9151	0.9566
0.5909	5.375	860	0.7949	0.6211	0.7949	0.8916
0.5909	5.3875	862	0.6216	0.6124	0.6216	0.7884
0.5909	5.4	864	0.4665	0.6392	0.4665	0.6830
0.5909	5.4125	866	0.3913	0.7348	0.3913	0.6255
0.5909	5.425	868	0.3892	0.7348	0.3892	0.6239
0.5909	5.4375	870	0.4362	0.72	0.4362	0.6605
0.5909	5.45	872	0.5581	0.6392	0.5581	0.7471
0.5909	5.4625	874	0.6608	0.5855	0.6608	0.8129
0.5909	5.475	876	0.6612	0.5855	0.6612	0.8131
0.5909	5.4875	878	0.5824	0.6291	0.5824	0.7632
0.5909	5.5	880	0.4909	0.7	0.4909	0.7007
0.5909	5.5125	882	0.4491	0.6744	0.4491	0.6701
0.5909	5.525	884	0.4596	0.6744	0.4596	0.6779
0.5909	5.5375	886	0.4847	0.6744	0.4847	0.6962
0.5909	5.55	888	0.5743	0.6216	0.5743	0.7578
0.5909	5.5625	890	0.6827	0.5855	0.6827	0.8263
0.5909	5.575	892	0.7734	0.5812	0.7734	0.8794
0.5909	5.5875	894	0.7928	0.5812	0.7928	0.8904
0.5909	5.6	896	0.7716	0.5752	0.7716	0.8784
0.5909	5.6125	898	0.7211	0.5722	0.7211	0.8492
0.5909	5.625	900	0.6228	0.6606	0.6228	0.7892
0.5909	5.6375	902	0.5821	0.6606	0.5821	0.7630
0.5909	5.65	904	0.5499	0.6708	0.5499	0.7415
0.5909	5.6625	906	0.5399	0.6847	0.5399	0.7347
0.5909	5.675	908	0.6089	0.6606	0.6089	0.7803
0.5909	5.6875	910	0.6659	0.5882	0.6659	0.8160
0.5909	5.7	912	0.7202	0.5882	0.7202	0.8486
0.5909	5.7125	914	0.7908	0.5650	0.7908	0.8893
0.5909	5.725	916	0.7927	0.5812	0.7927	0.8903
0.5909	5.7375	918	0.6840	0.5361	0.6840	0.8270
0.5909	5.75	920	0.5813	0.6198	0.5813	0.7624
0.5909	5.7625	922	0.5100	0.6557	0.5100	0.7142
0.5909	5.775	924	0.4737	0.7143	0.4737	0.6882
0.5909	5.7875	926	0.4534	0.6784	0.4534	0.6733
0.5909	5.8	928	0.4514	0.6912	0.4514	0.6719
0.5909	5.8125	930	0.4920	0.6500	0.4920	0.7014
0.5909	5.825	932	0.5612	0.6291	0.5612	0.7491
0.5909	5.8375	934	0.5988	0.5935	0.5988	0.7738
0.5909	5.85	936	0.6054	0.6198	0.6054	0.7781
0.5909	5.8625	938	0.6213	0.6361	0.6213	0.7882
0.5909	5.875	940	0.6369	0.6543	0.6369	0.7980
0.5909	5.8875	942	0.6000	0.6543	0.6000	0.7746
0.5909	5.9	944	0.5523	0.6708	0.5523	0.7432
0.5909	5.9125	946	0.5722	0.6645	0.5722	0.7564
0.5909	5.925	948	0.6114	0.6543	0.6114	0.7819
0.5909	5.9375	950	0.7005	0.6729	0.7005	0.8369
0.5909	5.95	952	0.8359	0.5575	0.8359	0.9143
0.5909	5.9625	954	0.9170	0.5575	0.9170	0.9576
0.5909	5.975	956	0.9060	0.5575	0.9060	0.9518
0.5909	5.9875	958	0.8119	0.5706	0.8119	0.9011
0.5909	6.0	960	0.7089	0.6047	0.7089	0.8419
0.5909	6.0125	962	0.6411	0.5668	0.6411	0.8007
0.5909	6.025	964	0.6465	0.5668	0.6465	0.8040
0.5909	6.0375	966	0.6927	0.6047	0.6927	0.8323
0.5909	6.05	968	0.7396	0.5706	0.7396	0.8600
0.5909	6.0625	970	0.6969	0.5706	0.6969	0.8348
0.5909	6.075	972	0.6853	0.5706	0.6853	0.8279
0.5909	6.0875	974	0.7343	0.5706	0.7343	0.8569
0.5909	6.1	976	0.7449	0.5812	0.7449	0.8631
0.5909	6.1125	978	0.7029	0.5706	0.7029	0.8384
0.5909	6.125	980	0.6147	0.6047	0.6147	0.7840
0.5909	6.1375	982	0.5930	0.6047	0.5930	0.7701
0.5909	6.15	984	0.5954	0.6047	0.5954	0.7716
0.5909	6.1625	986	0.5605	0.6138	0.5605	0.7487
0.5909	6.175	988	0.4853	0.6423	0.4853	0.6966
0.5909	6.1875	990	0.4557	0.6008	0.4557	0.6751
0.5909	6.2	992	0.4213	0.6557	0.4213	0.6491
0.5909	6.2125	994	0.4229	0.6557	0.4229	0.6503
0.5909	6.225	996	0.4293	0.6557	0.4293	0.6552
0.5909	6.2375	998	0.4597	0.6316	0.4597	0.6780
0.1257	6.25	1000	0.5029	0.6934	0.5029	0.7092
0.1257	6.2625	1002	0.4987	0.6316	0.4987	0.7062
0.1257	6.275	1004	0.5289	0.6216	0.5289	0.7272
0.1257	6.2875	1006	0.6038	0.6124	0.6038	0.7771
0.1257	6.3	1008	0.6866	0.5812	0.6866	0.8286
0.1257	6.3125	1010	0.6893	0.5812	0.6893	0.8303
0.1257	6.325	1012	0.6221	0.6047	0.6221	0.7887
0.1257	6.3375	1014	0.5569	0.6020	0.5569	0.7462
0.1257	6.35	1016	0.4981	0.7	0.4981	0.7058
0.1257	6.3625	1018	0.4513	0.7709	0.4513	0.6718
0.1257	6.375	1020	0.4471	0.7709	0.4471	0.6686
0.1257	6.3875	1022	0.4594	0.7709	0.4594	0.6778
0.1257	6.4	1024	0.4597	0.7709	0.4597	0.6780
0.1257	6.4125	1026	0.5030	0.6392	0.5030	0.7092
0.1257	6.425	1028	0.5833	0.5857	0.5833	0.7637
0.1257	6.4375	1030	0.6648	0.5650	0.6648	0.8154
0.1257	6.45	1032	0.6779	0.5650	0.6779	0.8233
0.1257	6.4625	1034	0.6872	0.5650	0.6872	0.8290
0.1257	6.475	1036	0.6147	0.5490	0.6147	0.7840
0.1257	6.4875	1038	0.5297	0.6291	0.5297	0.7278
0.1257	6.5	1040	0.5038	0.7273	0.5038	0.7098
0.1257	6.5125	1042	0.5061	0.7016	0.5061	0.7114
0.1257	6.525	1044	0.5070	0.6291	0.5070	0.7121
0.1257	6.5375	1046	0.5400	0.6291	0.5400	0.7348
0.1257	6.55	1048	0.5378	0.6291	0.5378	0.7334
0.1257	6.5625	1050	0.4979	0.6873	0.4979	0.7056
0.1257	6.575	1052	0.4430	0.8042	0.4430	0.6656
0.1257	6.5875	1054	0.4167	0.8042	0.4167	0.6455
0.1257	6.6	1056	0.4046	0.8042	0.4046	0.6361
0.1257	6.6125	1058	0.4189	0.8042	0.4189	0.6472
0.1257	6.625	1060	0.4594	0.7279	0.4594	0.6778
0.1257	6.6375	1062	0.5270	0.6020	0.5270	0.7260
0.1257	6.65	1064	0.5523	0.5743	0.5523	0.7431
0.1257	6.6625	1066	0.5668	0.6047	0.5668	0.7529
0.1257	6.675	1068	0.5321	0.6316	0.5321	0.7294
0.1257	6.6875	1070	0.4799	0.6597	0.4799	0.6928
0.1257	6.7	1072	0.4572	0.6873	0.4572	0.6761
0.1257	6.7125	1074	0.4345	0.7279	0.4345	0.6592
0.1257	6.725	1076	0.4101	0.8409	0.4101	0.6404
0.1257	6.7375	1078	0.4134	0.8409	0.4134	0.6430
0.1257	6.75	1080	0.4442	0.6597	0.4442	0.6665
0.1257	6.7625	1082	0.4742	0.6597	0.4742	0.6886
0.1257	6.775	1084	0.4790	0.6316	0.4790	0.6921
0.1257	6.7875	1086	0.5136	0.6316	0.5136	0.7167
0.1257	6.8	1088	0.5267	0.6216	0.5267	0.7257
0.1257	6.8125	1090	0.5078	0.6316	0.5078	0.7126
0.1257	6.825	1092	0.4651	0.6873	0.4651	0.6820
0.1257	6.8375	1094	0.4226	0.8042	0.4226	0.6501
0.1257	6.85	1096	0.4116	0.8218	0.4116	0.6416
0.1257	6.8625	1098	0.4323	0.8042	0.4323	0.6575
0.1257	6.875	1100	0.4716	0.7619	0.4716	0.6867
0.1257	6.8875	1102	0.5112	0.6873	0.5112	0.7150
0.1257	6.9	1104	0.5756	0.5818	0.5756	0.7587
0.1257	6.9125	1106	0.5810	0.5818	0.5810	0.7622
0.1257	6.925	1108	0.5874	0.5818	0.5874	0.7664
0.1257	6.9375	1110	0.5669	0.6111	0.5669	0.7529
0.1257	6.95	1112	0.5403	0.5743	0.5403	0.7351
0.1257	6.9625	1114	0.4917	0.7	0.4917	0.7012
0.1257	6.975	1116	0.4315	0.7941	0.4315	0.6569
0.1257	6.9875	1118	0.3912	0.8063	0.3912	0.6255
0.1257	7.0	1120	0.3583	0.8063	0.3583	0.5986
0.1257	7.0125	1122	0.3459	0.8063	0.3459	0.5881
0.1257	7.025	1124	0.3556	0.8063	0.3556	0.5963
0.1257	7.0375	1126	0.3833	0.8063	0.3833	0.6191
0.1257	7.05	1128	0.4473	0.7426	0.4473	0.6688
0.1257	7.0625	1130	0.5321	0.6423	0.5321	0.7295
0.1257	7.075	1132	0.5994	0.5957	0.5994	0.7742
0.1257	7.0875	1134	0.6616	0.5904	0.6616	0.8134
0.1257	7.1	1136	0.7270	0.5985	0.7270	0.8526
0.1257	7.1125	1138	0.7173	0.5985	0.7173	0.8469
0.1257	7.125	1140	0.6622	0.5602	0.6622	0.8138
0.1257	7.1375	1142	0.5876	0.6030	0.5876	0.7665
0.1257	7.15	1144	0.5282	0.6291	0.5282	0.7268
0.1257	7.1625	1146	0.5112	0.7619	0.5112	0.7150
0.1257	7.175	1148	0.5185	0.7619	0.5185	0.7200
0.1257	7.1875	1150	0.4911	0.7879	0.4911	0.7008
0.1257	7.2	1152	0.4977	0.7879	0.4977	0.7055
0.1257	7.2125	1154	0.5089	0.7879	0.5089	0.7133
0.1257	7.225	1156	0.5177	0.7879	0.5177	0.7195
0.1257	7.2375	1158	0.5181	0.7826	0.5181	0.7198
0.1257	7.25	1160	0.4999	0.7879	0.4999	0.7070
0.1257	7.2625	1162	0.5157	0.7879	0.5157	0.7181
0.1257	7.275	1164	0.5598	0.6361	0.5598	0.7482
0.1257	7.2875	1166	0.6208	0.5602	0.6208	0.7879
0.1257	7.3	1168	0.6302	0.5602	0.6302	0.7938
0.1257	7.3125	1170	0.5848	0.5602	0.5848	0.7647
0.1257	7.325	1172	0.5065	0.7619	0.5065	0.7117
0.1257	7.3375	1174	0.4396	0.8042	0.4396	0.6630
0.1257	7.35	1176	0.4193	0.8218	0.4193	0.6475
0.1257	7.3625	1178	0.4287	0.7941	0.4287	0.6547
0.1257	7.375	1180	0.4658	0.7774	0.4658	0.6825
0.1257	7.3875	1182	0.5150	0.6873	0.5150	0.7177
0.1257	7.4	1184	0.5739	0.5857	0.5739	0.7576
0.1257	7.4125	1186	0.6268	0.5752	0.6268	0.7917
0.1257	7.425	1188	0.6229	0.5752	0.6229	0.7892
0.1257	7.4375	1190	0.5718	0.5722	0.5718	0.7562
0.1257	7.45	1192	0.5091	0.6873	0.5091	0.7135
0.1257	7.4625	1194	0.4754	0.7619	0.4754	0.6895
0.1257	7.475	1196	0.4591	0.7774	0.4591	0.6776
0.1257	7.4875	1198	0.4377	0.7774	0.4377	0.6616
0.1257	7.5	1200	0.4380	0.7774	0.4380	0.6618
0.1257	7.5125	1202	0.4362	0.7941	0.4362	0.6604
0.1257	7.525	1204	0.4414	0.7774	0.4414	0.6644
0.1257	7.5375	1206	0.4594	0.7	0.4594	0.6778
0.1257	7.55	1208	0.4963	0.6873	0.4963	0.7045
0.1257	7.5625	1210	0.5623	0.6291	0.5623	0.7499
0.1257	7.575	1212	0.6096	0.5818	0.6096	0.7808
0.1257	7.5875	1214	0.6080	0.5818	0.6080	0.7797
0.1257	7.6	1216	0.5792	0.6101	0.5792	0.7611
0.1257	7.6125	1218	0.5589	0.6291	0.5589	0.7476
0.1257	7.625	1220	0.5460	0.6291	0.5460	0.7389
0.1257	7.6375	1222	0.5284	0.6291	0.5284	0.7269
0.1257	7.65	1224	0.5445	0.6291	0.5445	0.7379
0.1257	7.6625	1226	0.5763	0.6101	0.5763	0.7592
0.1257	7.675	1228	0.6353	0.5969	0.6353	0.7970
0.1257	7.6875	1230	0.6703	0.5904	0.6703	0.8187
0.1257	7.7	1232	0.7238	0.5904	0.7238	0.8508
0.1257	7.7125	1234	0.7468	0.5985	0.7468	0.8642
0.1257	7.725	1236	0.7332	0.5985	0.7332	0.8563
0.1257	7.7375	1238	0.6653	0.5904	0.6653	0.8157
0.1257	7.75	1240	0.5862	0.5818	0.5862	0.7656
0.1257	7.7625	1242	0.5072	0.7016	0.5072	0.7121
0.1257	7.775	1244	0.4680	0.8042	0.4680	0.6841
0.1257	7.7875	1246	0.4667	0.8042	0.4667	0.6832
0.1257	7.8	1248	0.4978	0.7273	0.4978	0.7055
0.1257	7.8125	1250	0.5338	0.6872	0.5338	0.7306
0.1257	7.825	1252	0.5400	0.7030	0.5400	0.7348
0.1257	7.8375	1254	0.5388	0.7030	0.5388	0.7340
0.1257	7.85	1256	0.5285	0.7016	0.5285	0.7270
0.1257	7.8625	1258	0.5292	0.7016	0.5292	0.7275
0.1257	7.875	1260	0.5263	0.7016	0.5263	0.7254
0.1257	7.8875	1262	0.5170	0.7016	0.5170	0.7191
0.1257	7.9	1264	0.5323	0.7030	0.5323	0.7296
0.1257	7.9125	1266	0.5468	0.6361	0.5468	0.7394
0.1257	7.925	1268	0.5727	0.5882	0.5727	0.7568
0.1257	7.9375	1270	0.5588	0.6420	0.5588	0.7476
0.1257	7.95	1272	0.5476	0.6361	0.5476	0.7400
0.1257	7.9625	1274	0.5335	0.7030	0.5335	0.7304
0.1257	7.975	1276	0.5448	0.6361	0.5448	0.7381
0.1257	7.9875	1278	0.5440	0.6361	0.5440	0.7376
0.1257	8.0	1280	0.5574	0.6420	0.5574	0.7466
0.1257	8.0125	1282	0.5997	0.5818	0.5997	0.7744
0.1257	8.025	1284	0.6316	0.5752	0.6316	0.7947
0.1257	8.0375	1286	0.6321	0.5842	0.6321	0.7950
0.1257	8.05	1288	0.6328	0.5842	0.6328	0.7955
0.1257	8.0625	1290	0.5960	0.6336	0.5960	0.7720
0.1257	8.075	1292	0.5735	0.6420	0.5735	0.7573
0.1257	8.0875	1294	0.5373	0.6606	0.5373	0.7330
0.1257	8.1	1296	0.4880	0.7273	0.4880	0.6986
0.1257	8.1125	1298	0.4512	0.8218	0.4512	0.6717
0.1257	8.125	1300	0.4267	0.8218	0.4267	0.6532
0.1257	8.1375	1302	0.4178	0.7879	0.4178	0.6464
0.1257	8.15	1304	0.4143	0.7879	0.4143	0.6436
0.1257	8.1625	1306	0.4207	0.7879	0.4207	0.6486
0.1257	8.175	1308	0.4348	0.8218	0.4348	0.6594
0.1257	8.1875	1310	0.4587	0.8042	0.4587	0.6773
0.1257	8.2	1312	0.4901	0.7016	0.4901	0.7001
0.1257	8.2125	1314	0.5220	0.6020	0.5220	0.7225
0.1257	8.225	1316	0.5599	0.6020	0.5599	0.7483
0.1257	8.2375	1318	0.5706	0.5855	0.5706	0.7554
0.1257	8.25	1320	0.5643	0.6020	0.5643	0.7512
0.1257	8.2625	1322	0.5542	0.6020	0.5542	0.7444
0.1257	8.275	1324	0.5646	0.6111	0.5646	0.7514
0.1257	8.2875	1326	0.5598	0.6189	0.5598	0.7482
0.1257	8.3	1328	0.5457	0.6789	0.5457	0.7387
0.1257	8.3125	1330	0.5380	0.7030	0.5380	0.7335
0.1257	8.325	1332	0.5238	0.7030	0.5238	0.7237
0.1257	8.3375	1334	0.5236	0.7030	0.5236	0.7236
0.1257	8.35	1336	0.5325	0.7042	0.5325	0.7297
0.1257	8.3625	1338	0.5625	0.6684	0.5625	0.7500
0.1257	8.375	1340	0.5878	0.6598	0.5878	0.7667
0.1257	8.3875	1342	0.6235	0.5902	0.6235	0.7896
0.1257	8.4	1344	0.6282	0.5902	0.6282	0.7926
0.1257	8.4125	1346	0.6021	0.6392	0.6021	0.7759
0.1257	8.425	1348	0.5936	0.6392	0.5936	0.7704
0.1257	8.4375	1350	0.5930	0.6392	0.5930	0.7701
0.1257	8.45	1352	0.5844	0.6598	0.5844	0.7644
0.1257	8.4625	1354	0.5706	0.7154	0.5706	0.7554
0.1257	8.475	1356	0.5510	0.7263	0.5510	0.7423
0.1257	8.4875	1358	0.5221	0.7263	0.5221	0.7226
0.1257	8.5	1360	0.5066	0.7273	0.5066	0.7118
0.1257	8.5125	1362	0.5009	0.7273	0.5009	0.7077
0.1257	8.525	1364	0.5142	0.7273	0.5142	0.7171
0.1257	8.5375	1366	0.5247	0.7016	0.5247	0.7244
0.1257	8.55	1368	0.5416	0.6420	0.5416	0.7359
0.1257	8.5625	1370	0.5412	0.6189	0.5412	0.7357
0.1257	8.575	1372	0.5300	0.6361	0.5300	0.7280
0.1257	8.5875	1374	0.5137	0.7267	0.5137	0.7167
0.1257	8.6	1376	0.4919	0.7273	0.4919	0.7014
0.1257	8.6125	1378	0.4682	0.7273	0.4682	0.6842
0.1257	8.625	1380	0.4621	0.7879	0.4621	0.6798
0.1257	8.6375	1382	0.4668	0.7273	0.4668	0.6832
0.1257	8.65	1384	0.4784	0.7273	0.4784	0.6917
0.1257	8.6625	1386	0.4995	0.7267	0.4995	0.7067
0.1257	8.675	1388	0.5192	0.6111	0.5192	0.7205
0.1257	8.6875	1390	0.5486	0.6358	0.5486	0.7407
0.1257	8.7	1392	0.5779	0.6294	0.5779	0.7602
0.1257	8.7125	1394	0.5934	0.6294	0.5934	0.7703
0.1257	8.725	1396	0.5963	0.6294	0.5963	0.7722
0.1257	8.7375	1398	0.6090	0.6294	0.6090	0.7804
0.1257	8.75	1400	0.6010	0.6294	0.6010	0.7752
0.1257	8.7625	1402	0.5656	0.6222	0.5656	0.7521
0.1257	8.775	1404	0.5436	0.6138	0.5436	0.7373
0.1257	8.7875	1406	0.5202	0.6216	0.5202	0.7213
0.1257	8.8	1408	0.5030	0.6807	0.5030	0.7093
0.1257	8.8125	1410	0.4861	0.6597	0.4861	0.6972
0.1257	8.825	1412	0.4834	0.6597	0.4834	0.6953
0.1257	8.8375	1414	0.4821	0.6597	0.4821	0.6943
0.1257	8.85	1416	0.4887	0.6807	0.4887	0.6990
0.1257	8.8625	1418	0.5129	0.6807	0.5129	0.7161
0.1257	8.875	1420	0.5386	0.6293	0.5386	0.7339
0.1257	8.8875	1422	0.5574	0.6222	0.5574	0.7466
0.1257	8.9	1424	0.5621	0.6222	0.5621	0.7497
0.1257	8.9125	1426	0.5669	0.6222	0.5669	0.7529
0.1257	8.925	1428	0.5611	0.6293	0.5611	0.7491
0.1257	8.9375	1430	0.5470	0.6293	0.5470	0.7396
0.1257	8.95	1432	0.5168	0.6789	0.5168	0.7189
0.1257	8.9625	1434	0.4929	0.7826	0.4929	0.7021
0.1257	8.975	1436	0.4762	0.7879	0.4762	0.6901
0.1257	8.9875	1438	0.4714	0.7879	0.4714	0.6866
0.1257	9.0	1440	0.4800	0.7879	0.4800	0.6928
0.1257	9.0125	1442	0.4929	0.7342	0.4929	0.7021
0.1257	9.025	1444	0.5033	0.7342	0.5033	0.7094
0.1257	9.0375	1446	0.5094	0.7342	0.5094	0.7137
0.1257	9.05	1448	0.5064	0.7342	0.5064	0.7116
0.1257	9.0625	1450	0.4966	0.7354	0.4966	0.7047
0.1257	9.075	1452	0.4830	0.7619	0.4830	0.6950
0.1257	9.0875	1454	0.4619	0.7879	0.4619	0.6797
0.1257	9.1	1456	0.4376	0.7879	0.4376	0.6615
0.1257	9.1125	1458	0.4103	0.7709	0.4103	0.6405
0.1257	9.125	1460	0.3964	0.7879	0.3964	0.6296
0.1257	9.1375	1462	0.3893	0.7879	0.3893	0.6239
0.1257	9.15	1464	0.3883	0.7879	0.3883	0.6231
0.1257	9.1625	1466	0.3962	0.7879	0.3962	0.6294
0.1257	9.175	1468	0.4106	0.7879	0.4106	0.6408
0.1257	9.1875	1470	0.4305	0.7552	0.4305	0.6561
0.1257	9.2	1472	0.4519	0.7619	0.4519	0.6723
0.1257	9.2125	1474	0.4748	0.7619	0.4748	0.6891
0.1257	9.225	1476	0.4927	0.6807	0.4927	0.7019
0.1257	9.2375	1478	0.5086	0.6807	0.5086	0.7132
0.1257	9.25	1480	0.5227	0.6416	0.5227	0.7229
0.1257	9.2625	1482	0.5239	0.6416	0.5239	0.7238
0.1257	9.275	1484	0.5125	0.6807	0.5125	0.7159
0.1257	9.2875	1486	0.5086	0.6807	0.5086	0.7132
0.1257	9.3	1488	0.5047	0.6807	0.5047	0.7104
0.1257	9.3125	1490	0.4945	0.6807	0.4945	0.7032
0.1257	9.325	1492	0.4844	0.6597	0.4844	0.6960
0.1257	9.3375	1494	0.4743	0.7354	0.4743	0.6887
0.1257	9.35	1496	0.4621	0.7279	0.4621	0.6798
0.1257	9.3625	1498	0.4583	0.7552	0.4583	0.6769
0.0682	9.375	1500	0.4565	0.7552	0.4565	0.6757
0.0682	9.3875	1502	0.4595	0.7879	0.4595	0.6778
0.0682	9.4	1504	0.4655	0.7879	0.4655	0.6823
0.0682	9.4125	1506	0.4718	0.7619	0.4718	0.6868
0.0682	9.425	1508	0.4796	0.7619	0.4796	0.6925
0.0682	9.4375	1510	0.4894	0.6597	0.4894	0.6996
0.0682	9.45	1512	0.4956	0.6597	0.4956	0.7040
0.0682	9.4625	1514	0.5056	0.6020	0.5056	0.7110
0.0682	9.475	1516	0.5153	0.6020	0.5153	0.7178
0.0682	9.4875	1518	0.5301	0.6020	0.5301	0.7281
0.0682	9.5	1520	0.5357	0.6020	0.5357	0.7319
0.0682	9.5125	1522	0.5360	0.6020	0.5360	0.7322
0.0682	9.525	1524	0.5346	0.6020	0.5346	0.7312
0.0682	9.5375	1526	0.5325	0.6020	0.5325	0.7297
0.0682	9.55	1528	0.5289	0.6020	0.5289	0.7272
0.0682	9.5625	1530	0.5206	0.6020	0.5206	0.7215
0.0682	9.575	1532	0.5153	0.6020	0.5153	0.7178
0.0682	9.5875	1534	0.5088	0.6020	0.5088	0.7133
0.0682	9.6	1536	0.5072	0.6020	0.5072	0.7121
0.0682	9.6125	1538	0.5031	0.6020	0.5031	0.7093
0.0682	9.625	1540	0.5015	0.6020	0.5015	0.7082
0.0682	9.6375	1542	0.4977	0.7354	0.4977	0.7055
0.0682	9.65	1544	0.4910	0.7619	0.4910	0.7007
0.0682	9.6625	1546	0.4859	0.7619	0.4859	0.6971
0.0682	9.675	1548	0.4819	0.7619	0.4819	0.6942
0.0682	9.6875	1550	0.4813	0.7619	0.4813	0.6937
0.0682	9.7	1552	0.4769	0.7879	0.4769	0.6906
0.0682	9.7125	1554	0.4723	0.7879	0.4723	0.6872
0.0682	9.725	1556	0.4714	0.7879	0.4714	0.6866
0.0682	9.7375	1558	0.4714	0.7879	0.4714	0.6866
0.0682	9.75	1560	0.4719	0.7879	0.4719	0.6870
0.0682	9.7625	1562	0.4740	0.7879	0.4740	0.6885
0.0682	9.775	1564	0.4754	0.7879	0.4754	0.6895
0.0682	9.7875	1566	0.4787	0.7879	0.4787	0.6919
0.0682	9.8	1568	0.4833	0.7619	0.4833	0.6952
0.0682	9.8125	1570	0.4893	0.7619	0.4893	0.6995
0.0682	9.825	1572	0.4947	0.7354	0.4947	0.7034
0.0682	9.8375	1574	0.5005	0.6020	0.5005	0.7075
0.0682	9.85	1576	0.5051	0.6020	0.5051	0.7107
0.0682	9.8625	1578	0.5084	0.6020	0.5084	0.7130
0.0682	9.875	1580	0.5115	0.6020	0.5115	0.7152
0.0682	9.8875	1582	0.5141	0.6020	0.5141	0.7170
0.0682	9.9	1584	0.5163	0.6020	0.5163	0.7186
0.0682	9.9125	1586	0.5170	0.6020	0.5170	0.7190
0.0682	9.925	1588	0.5169	0.6020	0.5169	0.7190
0.0682	9.9375	1590	0.5163	0.6020	0.5163	0.7185
0.0682	9.95	1592	0.5158	0.6020	0.5158	0.7182
0.0682	9.9625	1594	0.5152	0.6020	0.5152	0.7178
0.0682	9.975	1596	0.5147	0.6020	0.5147	0.7174
0.0682	9.9875	1598	0.5143	0.6020	0.5143	0.7171
0.0682	10.0	1600	0.5141	0.6020	0.5141	0.7170

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_fold1

Arabic_FineTuningAraBERT_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_AugV5_k15_task1_organization_fold1