Arabic_FineTuningAraBERT_AugV5_k35_task5_organization_fold1

This model is a fine-tuned version of aubmindlab/bert-base-arabertv02 on the None dataset. It achieves the following results on the evaluation set:

• Loss: 0.7970
• Qwk: 0.6178
• Mse: 0.7970
• Rmse: 0.8927

Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure

Training hyperparameters

The following hyperparameters were used during training:

• learning_rate: 2e-05
• train_batch_size: 8
• eval_batch_size: 8
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 10

Training results

Training Loss	Epoch	Step	Validation Loss	Qwk	Mse	Rmse
No log	0.0126	2	2.3423	-0.0778	2.3423	1.5305
No log	0.0252	4	1.7342	-0.0094	1.7342	1.3169
No log	0.0377	6	1.3736	0.0	1.3736	1.1720
No log	0.0503	8	1.2149	0.0	1.2149	1.1022
No log	0.0629	10	1.2113	0.0	1.2113	1.1006
No log	0.0755	12	1.2362	0.0	1.2362	1.1119
No log	0.0881	14	1.2284	0.0	1.2284	1.1083
No log	0.1006	16	1.1947	0.0	1.1947	1.0930
No log	0.1132	18	1.1940	0.0	1.1940	1.0927
No log	0.1258	20	1.1669	0.0	1.1669	1.0802
No log	0.1384	22	1.1667	0.0	1.1667	1.0802
No log	0.1509	24	1.1742	0.0	1.1742	1.0836
No log	0.1635	26	1.1740	0.0	1.1740	1.0835
No log	0.1761	28	1.1762	0.0	1.1762	1.0845
No log	0.1887	30	1.1855	0.0	1.1855	1.0888
No log	0.2013	32	1.2005	0.0	1.2005	1.0957
No log	0.2138	34	1.2028	0.0	1.2028	1.0967
No log	0.2264	36	1.2002	0.0	1.2002	1.0956
No log	0.2390	38	1.1835	0.0	1.1835	1.0879
No log	0.2516	40	1.1582	0.0	1.1582	1.0762
No log	0.2642	42	1.1528	0.0805	1.1528	1.0737
No log	0.2767	44	1.1292	0.0805	1.1292	1.0627
No log	0.2893	46	1.0893	0.0805	1.0893	1.0437
No log	0.3019	48	1.0823	0.0805	1.0823	1.0403
No log	0.3145	50	1.1070	0.0805	1.1070	1.0521
No log	0.3270	52	1.1470	0.1481	1.1470	1.0710
No log	0.3396	54	1.1556	0.1481	1.1556	1.0750
No log	0.3522	56	1.3585	0.1379	1.3585	1.1656
No log	0.3648	58	1.4555	0.0698	1.4555	1.2064
No log	0.3774	60	1.3753	0.1919	1.3753	1.1727
No log	0.3899	62	1.0900	0.2708	1.0900	1.0440
No log	0.4025	64	1.0629	0.3220	1.0629	1.0310
No log	0.4151	66	1.0577	0.3092	1.0577	1.0284
No log	0.4277	68	1.1091	0.3478	1.1091	1.0531
No log	0.4403	70	1.2167	0.1471	1.2167	1.1031
No log	0.4528	72	1.0832	0.4408	1.0832	1.0408
No log	0.4654	74	1.0734	0.3478	1.0734	1.0361
No log	0.4780	76	1.3462	0.0258	1.3462	1.1603
No log	0.4906	78	1.5753	-0.0315	1.5753	1.2551
No log	0.5031	80	1.6217	0.0415	1.6217	1.2735
No log	0.5157	82	1.4899	0.1118	1.4899	1.2206
No log	0.5283	84	1.2612	0.1118	1.2612	1.1230
No log	0.5409	86	1.1156	0.2164	1.1156	1.0562
No log	0.5535	88	1.0362	0.0805	1.0362	1.0179
No log	0.5660	90	1.0300	0.0805	1.0300	1.0149
No log	0.5786	92	1.0443	0.0805	1.0443	1.0219
No log	0.5912	94	1.0471	0.2279	1.0471	1.0233
No log	0.6038	96	1.0559	0.2857	1.0559	1.0276
No log	0.6164	98	1.0758	0.3354	1.0758	1.0372
No log	0.6289	100	0.9892	0.3354	0.9892	0.9946
No log	0.6415	102	0.9466	0.3594	0.9466	0.9729
No log	0.6541	104	0.9475	0.2832	0.9475	0.9734
No log	0.6667	106	0.9968	0.2332	0.9968	0.9984
No log	0.6792	108	1.1055	0.4412	1.1055	1.0514
No log	0.6918	110	1.1872	0.4134	1.1872	1.0896
No log	0.7044	112	1.2523	0.2819	1.2523	1.1191
No log	0.7170	114	1.2907	0.2727	1.2907	1.1361
No log	0.7296	116	1.2632	0.2727	1.2632	1.1239
No log	0.7421	118	1.2286	0.2819	1.2286	1.1084
No log	0.7547	120	1.1556	0.3460	1.1556	1.0750
No log	0.7673	122	1.1501	0.2819	1.1501	1.0724
No log	0.7799	124	1.1287	0.2328	1.1287	1.0624
No log	0.7925	126	1.0635	0.3719	1.0635	1.0313
No log	0.8050	128	1.1350	0.3563	1.1350	1.0654
No log	0.8176	130	1.1403	0.4104	1.1403	1.0678
No log	0.8302	132	1.1548	0.5056	1.1548	1.0746
No log	0.8428	134	0.9652	0.5894	0.9652	0.9825
No log	0.8553	136	0.7958	0.6667	0.7958	0.8921
No log	0.8679	138	0.7030	0.7136	0.7030	0.8384
No log	0.8805	140	0.6952	0.6798	0.6952	0.8338
No log	0.8931	142	0.7489	0.5381	0.7489	0.8654
No log	0.9057	144	0.8454	0.5381	0.8454	0.9195
No log	0.9182	146	0.9124	0.4896	0.9124	0.9552
No log	0.9308	148	0.9095	0.3830	0.9095	0.9537
No log	0.9434	150	0.8204	0.5148	0.8204	0.9058
No log	0.9560	152	0.7533	0.6783	0.7533	0.8679
No log	0.9686	154	0.8487	0.6594	0.8487	0.9213
No log	0.9811	156	0.9691	0.5415	0.9691	0.9844
No log	0.9937	158	0.9553	0.4872	0.9553	0.9774
No log	1.0063	160	0.7710	0.6073	0.7710	0.8781
No log	1.0189	162	0.7124	0.6073	0.7124	0.8441
No log	1.0314	164	0.7459	0.6073	0.7459	0.8636
No log	1.0440	166	0.8486	0.5396	0.8486	0.9212
No log	1.0566	168	0.8888	0.5494	0.8888	0.9428
No log	1.0692	170	0.8809	0.5494	0.8809	0.9385
No log	1.0818	172	0.8578	0.5494	0.8578	0.9262
No log	1.0943	174	0.8469	0.5494	0.8469	0.9203
No log	1.1069	176	0.8386	0.5494	0.8386	0.9158
No log	1.1195	178	0.8836	0.5887	0.8836	0.9400
No log	1.1321	180	1.0321	0.5188	1.0321	1.0159
No log	1.1447	182	1.0937	0.4518	1.0937	1.0458
No log	1.1572	184	1.0248	0.5188	1.0248	1.0123
No log	1.1698	186	0.8538	0.5824	0.8538	0.9240
No log	1.1824	188	0.7446	0.5467	0.7446	0.8629
No log	1.1950	190	0.7739	0.6221	0.7739	0.8797
No log	1.2075	192	0.8491	0.4872	0.8491	0.9214
No log	1.2201	194	0.9642	0.3386	0.9642	0.9819
No log	1.2327	196	1.0710	0.3990	1.0710	1.0349
No log	1.2453	198	1.1006	0.4639	1.1006	1.0491
No log	1.2579	200	1.0120	0.6025	1.0120	1.0060
No log	1.2704	202	0.8357	0.5418	0.8357	0.9142
No log	1.2830	204	0.7727	0.6028	0.7727	0.8791
No log	1.2956	206	0.7318	0.7194	0.7318	0.8555
No log	1.3082	208	0.6557	0.6995	0.6557	0.8098
No log	1.3208	210	0.7058	0.5952	0.7058	0.8401
No log	1.3333	212	0.8214	0.5952	0.8214	0.9063
No log	1.3459	214	0.8790	0.6025	0.8790	0.9376
No log	1.3585	216	0.8037	0.5952	0.8037	0.8965
No log	1.3711	218	0.6619	0.5972	0.6619	0.8135
No log	1.3836	220	0.6297	0.7317	0.6297	0.7936
No log	1.3962	222	0.6489	0.6684	0.6489	0.8055
No log	1.4088	224	0.6537	0.6509	0.6537	0.8085
No log	1.4214	226	0.6990	0.6345	0.6990	0.8361
No log	1.4340	228	0.7502	0.6028	0.7502	0.8661
No log	1.4465	230	0.7795	0.6058	0.7795	0.8829
No log	1.4591	232	0.7460	0.5824	0.7460	0.8637
No log	1.4717	234	0.7929	0.5952	0.7929	0.8905
No log	1.4843	236	0.8242	0.5952	0.8242	0.9078
No log	1.4969	238	0.8692	0.5952	0.8692	0.9323
No log	1.5094	240	0.9197	0.5962	0.9197	0.9590
No log	1.5220	242	0.8939	0.5833	0.8939	0.9455
No log	1.5346	244	0.8375	0.4966	0.8375	0.9152
No log	1.5472	246	0.8247	0.4966	0.8247	0.9082
No log	1.5597	248	0.8283	0.5789	0.8283	0.9101
No log	1.5723	250	0.8124	0.6636	0.8124	0.9013
No log	1.5849	252	0.9140	0.6510	0.9140	0.9560
No log	1.5975	254	1.0494	0.6510	1.0494	1.0244
No log	1.6101	256	1.0447	0.6510	1.0447	1.0221
No log	1.6226	258	1.0370	0.6510	1.0370	1.0184
No log	1.6352	260	1.0035	0.6140	1.0035	1.0017
No log	1.6478	262	0.8695	0.6117	0.8695	0.9325
No log	1.6604	264	0.8634	0.5455	0.8634	0.9292
No log	1.6730	266	0.8143	0.5565	0.8143	0.9024
No log	1.6855	268	0.7889	0.5476	0.7889	0.8882
No log	1.6981	270	0.8861	0.5476	0.8861	0.9413
No log	1.7107	272	1.0668	0.3612	1.0668	1.0329
No log	1.7233	274	1.2083	0.3807	1.2083	1.0992
No log	1.7358	276	1.2301	0.3708	1.2301	1.1091
No log	1.7484	278	1.2096	0.4183	1.2096	1.0998
No log	1.7610	280	1.0794	0.4183	1.0794	1.0389
No log	1.7736	282	0.8993	0.4621	0.8993	0.9483
No log	1.7862	284	0.8443	0.5476	0.8443	0.9189
No log	1.7987	286	0.8301	0.5476	0.8301	0.9111
No log	1.8113	288	0.8695	0.5476	0.8695	0.9325
No log	1.8239	290	0.9046	0.475	0.9046	0.9511
No log	1.8365	292	0.7962	0.5792	0.7962	0.8923
No log	1.8491	294	0.7294	0.6028	0.7294	0.8540
No log	1.8616	296	0.7678	0.6028	0.7678	0.8762
No log	1.8742	298	0.8226	0.5807	0.8226	0.9070
No log	1.8868	300	0.7920	0.5807	0.7920	0.8899
No log	1.8994	302	0.8264	0.5772	0.8264	0.9091
No log	1.9119	304	0.9099	0.6263	0.9099	0.9539
No log	1.9245	306	0.9619	0.5893	0.9619	0.9808
No log	1.9371	308	0.9105	0.6319	0.9105	0.9542
No log	1.9497	310	0.8211	0.6319	0.8211	0.9061
No log	1.9623	312	0.7479	0.6319	0.7479	0.8648
No log	1.9748	314	0.7288	0.6588	0.7288	0.8537
No log	1.9874	316	0.7679	0.6588	0.7679	0.8763
No log	2.0	318	0.8956	0.6055	0.8956	0.9464
No log	2.0126	320	1.0123	0.6106	1.0123	1.0061
No log	2.0252	322	1.0684	0.5645	1.0684	1.0336
No log	2.0377	324	0.9673	0.5483	0.9673	0.9835
No log	2.0503	326	0.8848	0.5991	0.8847	0.9406
No log	2.0629	328	0.8671	0.5991	0.8671	0.9312
No log	2.0755	330	0.8942	0.6025	0.8942	0.9456
No log	2.0881	332	0.9717	0.5363	0.9717	0.9857
No log	2.1006	334	0.9688	0.5363	0.9688	0.9843
No log	2.1132	336	0.9291	0.5483	0.9291	0.9639
No log	2.1258	338	0.8506	0.5415	0.8506	0.9223
No log	2.1384	340	0.7896	0.5435	0.7896	0.8886
No log	2.1509	342	0.8049	0.475	0.8049	0.8971
No log	2.1635	344	0.8201	0.475	0.8201	0.9056
No log	2.1761	346	0.8615	0.5415	0.8615	0.9282
No log	2.1887	348	0.8981	0.5483	0.8981	0.9477
No log	2.2013	350	0.9230	0.5483	0.9230	0.9608
No log	2.2138	352	0.8791	0.6025	0.8791	0.9376
No log	2.2264	354	0.7917	0.6588	0.7917	0.8898
No log	2.2390	356	0.7600	0.6452	0.7600	0.8718
No log	2.2516	358	0.7598	0.6473	0.7598	0.8717
No log	2.2642	360	0.8108	0.6975	0.8108	0.9005
No log	2.2767	362	0.8607	0.6616	0.8607	0.9278
No log	2.2893	364	0.8548	0.6616	0.8548	0.9246
No log	2.3019	366	0.7967	0.6964	0.7967	0.8926
No log	2.3145	368	0.8321	0.6473	0.8321	0.9122
No log	2.3270	370	1.0234	0.6330	1.0234	1.0116
No log	2.3396	372	1.1243	0.5737	1.1243	1.0603
No log	2.3522	374	0.9418	0.5852	0.9418	0.9705
No log	2.3648	376	0.8683	0.5972	0.8683	0.9318
No log	2.3774	378	0.8000	0.6247	0.8000	0.8944
No log	2.3899	380	0.8663	0.5476	0.8663	0.9308
No log	2.4025	382	0.9709	0.5395	0.9709	0.9853
No log	2.4151	384	1.0450	0.5289	1.0450	1.0222
No log	2.4277	386	1.0047	0.5289	1.0047	1.0023
No log	2.4403	388	0.8767	0.5476	0.8767	0.9363
No log	2.4528	390	0.7927	0.5396	0.7927	0.8903
No log	2.4654	392	0.7459	0.5929	0.7459	0.8637
No log	2.4780	394	0.7332	0.6145	0.7332	0.8562
No log	2.4906	396	0.7100	0.6305	0.7100	0.8426
No log	2.5031	398	0.6998	0.6305	0.6998	0.8365
No log	2.5157	400	0.7315	0.6305	0.7315	0.8553
No log	2.5283	402	0.7637	0.5721	0.7637	0.8739
No log	2.5409	404	0.8205	0.5585	0.8205	0.9058
No log	2.5535	406	0.8899	0.5701	0.8899	0.9433
No log	2.5660	408	0.9710	0.5910	0.9710	0.9854
No log	2.5786	410	0.9765	0.5910	0.9765	0.9882
No log	2.5912	412	0.8720	0.5910	0.8720	0.9338
No log	2.6038	414	0.7096	0.7186	0.7096	0.8424
No log	2.6164	416	0.6252	0.5949	0.6252	0.7907
No log	2.6289	418	0.6321	0.5949	0.6321	0.7950
No log	2.6415	420	0.6766	0.7108	0.6766	0.8226
No log	2.6541	422	0.6933	0.6462	0.6933	0.8326
No log	2.6667	424	0.7029	0.6462	0.7029	0.8384
No log	2.6792	426	0.7298	0.6320	0.7298	0.8543
No log	2.6918	428	0.7885	0.6042	0.7885	0.8880
No log	2.7044	430	0.8365	0.6458	0.8365	0.9146
No log	2.7170	432	0.8154	0.6458	0.8154	0.9030
No log	2.7296	434	0.7854	0.6458	0.7854	0.8862
No log	2.7421	436	0.8146	0.6458	0.8146	0.9025
No log	2.7547	438	0.9334	0.5893	0.9334	0.9661
No log	2.7673	440	0.9912	0.6025	0.9912	0.9956
No log	2.7799	442	0.9469	0.6162	0.9469	0.9731
No log	2.7925	444	0.7943	0.6643	0.7943	0.8912
No log	2.8050	446	0.7841	0.6643	0.7841	0.8855
No log	2.8176	448	0.7845	0.6643	0.7845	0.8857
No log	2.8302	450	0.7775	0.6643	0.7775	0.8818
No log	2.8428	452	0.7953	0.6522	0.7953	0.8918
No log	2.8553	454	0.8757	0.6277	0.8757	0.9358
No log	2.8679	456	0.9691	0.6179	0.9691	0.9844
No log	2.8805	458	0.9489	0.6161	0.9489	0.9741
No log	2.8931	460	0.8822	0.6277	0.8822	0.9393
No log	2.9057	462	0.7799	0.6277	0.7799	0.8831
No log	2.9182	464	0.7284	0.6491	0.7284	0.8534
No log	2.9308	466	0.7132	0.6491	0.7132	0.8445
No log	2.9434	468	0.7332	0.6473	0.7332	0.8563
No log	2.9560	470	0.8112	0.5804	0.8112	0.9007
No log	2.9686	472	0.9341	0.5852	0.9341	0.9665
No log	2.9811	474	1.0524	0.5289	1.0524	1.0259
No log	2.9937	476	1.1088	0.5205	1.1088	1.0530
No log	3.0063	478	1.1962	0.4607	1.1962	1.0937
No log	3.0189	480	1.2055	0.5205	1.2055	1.0979
No log	3.0314	482	1.2329	0.5363	1.2329	1.1103
No log	3.0440	484	1.1039	0.5205	1.1039	1.0506
No log	3.0566	486	0.9313	0.5804	0.9313	0.9650
No log	3.0692	488	0.8345	0.5804	0.8345	0.9135
No log	3.0818	490	0.8618	0.5804	0.8618	0.9283
No log	3.0943	492	0.9732	0.5804	0.9732	0.9865
No log	3.1069	494	1.0161	0.5289	1.0161	1.0080
No log	3.1195	496	0.9420	0.5852	0.9420	0.9706
No log	3.1321	498	0.8096	0.5824	0.8096	0.8998
0.3891	3.1447	500	0.6682	0.5949	0.6682	0.8174
0.3891	3.1572	502	0.6319	0.6632	0.6319	0.7949
0.3891	3.1698	504	0.6491	0.6800	0.6491	0.8057
0.3891	3.1824	506	0.7220	0.6594	0.7220	0.8497
0.3891	3.1950	508	0.8088	0.6591	0.8088	0.8994
0.3891	3.2075	510	0.9053	0.5991	0.9053	0.9515
0.3891	3.2201	512	1.0052	0.5588	1.0052	1.0026
0.3891	3.2327	514	1.0429	0.5588	1.0429	1.0212
0.3891	3.2453	516	1.0915	0.5588	1.0914	1.0447
0.3891	3.2579	518	0.9892	0.5717	0.9892	0.9946
0.3891	3.2704	520	0.8479	0.6270	0.8479	0.9208
0.3891	3.2830	522	0.7605	0.6419	0.7605	0.8721
0.3891	3.2956	524	0.7293	0.6419	0.7293	0.8540
0.3891	3.3082	526	0.7071	0.6419	0.7071	0.8409
0.3891	3.3208	528	0.7033	0.6419	0.7033	0.8386
0.3891	3.3333	530	0.7312	0.6591	0.7312	0.8551
0.3891	3.3459	532	0.7702	0.5991	0.7702	0.8776
0.3891	3.3585	534	0.8119	0.5991	0.8119	0.9011
0.3891	3.3711	536	0.8167	0.6025	0.8167	0.9037
0.3891	3.3836	538	0.7614	0.6025	0.7614	0.8726
0.3891	3.3962	540	0.7692	0.6739	0.7692	0.8771
0.3891	3.4088	542	0.8425	0.6162	0.8425	0.9179
0.3891	3.4214	544	0.9247	0.5766	0.9247	0.9616
0.3891	3.4340	546	0.9844	0.5248	0.9844	0.9922
0.3891	3.4465	548	0.9719	0.4409	0.9719	0.9858
0.3891	3.4591	550	0.8924	0.5455	0.8924	0.9447
0.3891	3.4717	552	0.7898	0.5687	0.7898	0.8887
0.3891	3.4843	554	0.7194	0.6243	0.7194	0.8482
0.3891	3.4969	556	0.6853	0.6243	0.6853	0.8278
0.3891	3.5094	558	0.6841	0.6978	0.6841	0.8271
0.3891	3.5220	560	0.7418	0.5396	0.7418	0.8613
0.3891	3.5346	562	0.8480	0.5476	0.8480	0.9209
0.3891	3.5472	564	0.8750	0.5476	0.8750	0.9354
0.3891	3.5597	566	0.8121	0.5360	0.8121	0.9012
0.3891	3.5723	568	0.7787	0.5420	0.7787	0.8824
0.3891	3.5849	570	0.7254	0.5949	0.7254	0.8517
0.3891	3.5975	572	0.6896	0.6134	0.6896	0.8304
0.3891	3.6101	574	0.6731	0.6632	0.6731	0.8204
0.3891	3.6226	576	0.7009	0.5420	0.7009	0.8372
0.3891	3.6352	578	0.8269	0.5110	0.8269	0.9093
0.3891	3.6478	580	0.9644	0.5662	0.9644	0.9820
0.3891	3.6604	582	0.9856	0.5662	0.9856	0.9928
0.3891	3.6730	584	1.0413	0.4956	1.0413	1.0204
0.3891	3.6855	586	1.1248	0.4839	1.1248	1.0606
0.3891	3.6981	588	1.1013	0.4839	1.1013	1.0494
0.3891	3.7107	590	1.0168	0.4956	1.0168	1.0084
0.3891	3.7233	592	0.9809	0.4157	0.9809	0.9904
0.3891	3.7358	594	0.8964	0.4379	0.8964	0.9468
0.3891	3.7484	596	0.8611	0.5804	0.8611	0.9279
0.3891	3.7610	598	0.7883	0.6419	0.7883	0.8879
0.3891	3.7736	600	0.7340	0.7120	0.7340	0.8567
0.3891	3.7862	602	0.6920	0.7264	0.6920	0.8319
0.3891	3.7987	604	0.7141	0.5662	0.7141	0.8451
0.3891	3.8113	606	0.6949	0.6591	0.6949	0.8336
0.3891	3.8239	608	0.6368	0.7656	0.6368	0.7980
0.3891	3.8365	610	0.6212	0.7656	0.6212	0.7882
0.3891	3.8491	612	0.6492	0.7277	0.6492	0.8057
0.3891	3.8616	614	0.7276	0.6320	0.7276	0.8530
0.3891	3.8742	616	0.7732	0.5910	0.7732	0.8793
0.3891	3.8868	618	0.7648	0.6452	0.7648	0.8745
0.3891	3.8994	620	0.6973	0.6781	0.6973	0.8350
0.3891	3.9119	622	0.6796	0.6937	0.6796	0.8244
0.3891	3.9245	624	0.6836	0.6495	0.6836	0.8268
0.3891	3.9371	626	0.6902	0.6495	0.6902	0.8308
0.3891	3.9497	628	0.6854	0.6495	0.6854	0.8279
0.3891	3.9623	630	0.6935	0.6937	0.6935	0.8328
0.3891	3.9748	632	0.7237	0.6923	0.7237	0.8507
0.3891	3.9874	634	0.8024	0.5927	0.8024	0.8958
0.3891	4.0	636	0.8167	0.6042	0.8167	0.9037
0.3891	4.0126	638	0.8296	0.6042	0.8296	0.9108
0.3891	4.0252	640	0.8227	0.6042	0.8227	0.9070
0.3891	4.0377	642	0.7581	0.6603	0.7581	0.8707
0.3891	4.0503	644	0.7075	0.6767	0.7075	0.8411
0.3891	4.0629	646	0.6960	0.7053	0.6960	0.8343
0.3891	4.0755	648	0.6701	0.6914	0.6701	0.8186
0.3891	4.0881	650	0.6814	0.6914	0.6814	0.8255
0.3891	4.1006	652	0.7265	0.6914	0.7265	0.8524
0.3891	4.1132	654	0.7684	0.6914	0.7684	0.8766
0.3891	4.1258	656	0.7662	0.6767	0.7662	0.8753
0.3891	4.1384	658	0.7145	0.6948	0.7145	0.8453
0.3891	4.1509	660	0.6730	0.6948	0.6730	0.8204
0.3891	4.1635	662	0.6580	0.7108	0.6580	0.8112
0.3891	4.1761	664	0.6495	0.7108	0.6495	0.8059
0.3891	4.1887	666	0.6983	0.6767	0.6983	0.8356
0.3891	4.2013	668	0.7182	0.6767	0.7182	0.8474
0.3891	4.2138	670	0.7574	0.6305	0.7574	0.8703
0.3891	4.2264	672	0.7738	0.6171	0.7738	0.8797
0.3891	4.2390	674	0.7339	0.6948	0.7339	0.8567
0.3891	4.2516	676	0.6924	0.6474	0.6924	0.8321
0.3891	4.2642	678	0.6817	0.6474	0.6817	0.8256
0.3891	4.2767	680	0.6840	0.6948	0.6840	0.8270
0.3891	4.2893	682	0.7036	0.6934	0.7036	0.8388
0.3891	4.3019	684	0.7327	0.5824	0.7327	0.8560
0.3891	4.3145	686	0.7696	0.5952	0.7696	0.8772
0.3891	4.3270	688	0.8273	0.5952	0.8273	0.9096
0.3891	4.3396	690	0.8844	0.5952	0.8844	0.9404
0.3891	4.3522	692	0.8943	0.5952	0.8943	0.9457
0.3891	4.3648	694	0.9139	0.5952	0.9139	0.9560
0.3891	4.3774	696	0.8681	0.5110	0.8681	0.9317
0.3891	4.3899	698	0.7892	0.575	0.7892	0.8884
0.3891	4.4025	700	0.7537	0.6766	0.7537	0.8682
0.3891	4.4151	702	0.7042	0.6947	0.7042	0.8392
0.3891	4.4277	704	0.7046	0.6766	0.7046	0.8394
0.3891	4.4403	706	0.7800	0.6162	0.7800	0.8832
0.3891	4.4528	708	0.8852	0.6106	0.8852	0.9408
0.3891	4.4654	710	0.8907	0.5709	0.8907	0.9438
0.3891	4.4780	712	0.8380	0.5661	0.8380	0.9154
0.3891	4.4906	714	0.7974	0.5991	0.7974	0.8930
0.3891	4.5031	716	0.7597	0.5952	0.7597	0.8716
0.3891	4.5157	718	0.6820	0.6445	0.6820	0.8258
0.3891	4.5283	720	0.6323	0.6468	0.6323	0.7952
0.3891	4.5409	722	0.6519	0.6767	0.6519	0.8074
0.3891	4.5535	724	0.6996	0.6195	0.6996	0.8364
0.3891	4.5660	726	0.7399	0.6195	0.7399	0.8602
0.3891	4.5786	728	0.7607	0.5721	0.7607	0.8722
0.3891	4.5912	730	0.7783	0.5721	0.7783	0.8822
0.3891	4.6038	732	0.7910	0.5604	0.7910	0.8894
0.3891	4.6164	734	0.7693	0.5604	0.7693	0.8771
0.3891	4.6289	736	0.7597	0.6074	0.7597	0.8716
0.3891	4.6415	738	0.7806	0.6101	0.7806	0.8835
0.3891	4.6541	740	0.7837	0.6627	0.7837	0.8853
0.3891	4.6667	742	0.8196	0.5797	0.8196	0.9053
0.3891	4.6792	744	0.8605	0.5797	0.8605	0.9276
0.3891	4.6918	746	0.8836	0.5797	0.8836	0.9400
0.3891	4.7044	748	0.8793	0.6125	0.8793	0.9377
0.3891	4.7170	750	0.8306	0.6074	0.8306	0.9114
0.3891	4.7296	752	0.7944	0.6074	0.7944	0.8913
0.3891	4.7421	754	0.7640	0.6074	0.7640	0.8741
0.3891	4.7547	756	0.7314	0.6195	0.7314	0.8552
0.3891	4.7673	758	0.7347	0.6195	0.7347	0.8571
0.3891	4.7799	760	0.7361	0.6195	0.7361	0.8580
0.3891	4.7925	762	0.7742	0.6195	0.7742	0.8799
0.3891	4.8050	764	0.7950	0.6154	0.7950	0.8916
0.3891	4.8176	766	0.8157	0.6154	0.8157	0.9031
0.3891	4.8302	768	0.8041	0.6154	0.8041	0.8967
0.3891	4.8428	770	0.7843	0.6154	0.7843	0.8856
0.3891	4.8553	772	0.7653	0.6154	0.7653	0.8748
0.3891	4.8679	774	0.7317	0.6154	0.7317	0.8554
0.3891	4.8805	776	0.7064	0.6305	0.7064	0.8405
0.3891	4.8931	778	0.7096	0.6154	0.7096	0.8424
0.3891	4.9057	780	0.7288	0.6154	0.7288	0.8537
0.3891	4.9182	782	0.7658	0.6154	0.7658	0.8751
0.3891	4.9308	784	0.7346	0.6154	0.7346	0.8571
0.3891	4.9434	786	0.6639	0.6305	0.6639	0.8148
0.3891	4.9560	788	0.6306	0.6462	0.6306	0.7941
0.3891	4.9686	790	0.6350	0.6462	0.6350	0.7969
0.3891	4.9811	792	0.6485	0.6462	0.6485	0.8053
0.3891	4.9937	794	0.6513	0.6462	0.6513	0.8071
0.3891	5.0063	796	0.6690	0.6462	0.6690	0.8179
0.3891	5.0189	798	0.7365	0.6305	0.7365	0.8582
0.3891	5.0314	800	0.8350	0.6055	0.8350	0.9138
0.3891	5.0440	802	0.8642	0.6237	0.8642	0.9296
0.3891	5.0566	804	0.8498	0.6086	0.8498	0.9219
0.3891	5.0692	806	0.7859	0.6171	0.7859	0.8865
0.3891	5.0818	808	0.7154	0.6171	0.7154	0.8458
0.3891	5.0943	810	0.6896	0.6322	0.6896	0.8304
0.3891	5.1069	812	0.6996	0.6171	0.6996	0.8364
0.3891	5.1195	814	0.7089	0.6211	0.7089	0.8420
0.3891	5.1321	816	0.6955	0.6211	0.6955	0.8340
0.3891	5.1447	818	0.7471	0.6211	0.7471	0.8644
0.3891	5.1572	820	0.8284	0.6074	0.8284	0.9102
0.3891	5.1698	822	0.8559	0.6074	0.8559	0.9252
0.3891	5.1824	824	0.8482	0.6074	0.8482	0.9210
0.3891	5.1950	826	0.7967	0.6026	0.7967	0.8926
0.3891	5.2075	828	0.6758	0.6305	0.6758	0.8221
0.3891	5.2201	830	0.6145	0.7783	0.6145	0.7839
0.3891	5.2327	832	0.5991	0.7468	0.5991	0.7740
0.3891	5.2453	834	0.6162	0.7468	0.6162	0.7850
0.3891	5.2579	836	0.6796	0.6107	0.6796	0.8244
0.3891	5.2704	838	0.8081	0.5952	0.8081	0.8989
0.3891	5.2830	840	0.9033	0.6025	0.9033	0.9504
0.3891	5.2956	842	0.9535	0.6071	0.9535	0.9765
0.3891	5.3082	844	0.9378	0.6071	0.9378	0.9684
0.3891	5.3208	846	0.8769	0.6234	0.8769	0.9364
0.3891	5.3333	848	0.7954	0.6074	0.7954	0.8918
0.3891	5.3459	850	0.7211	0.6211	0.7211	0.8492
0.3891	5.3585	852	0.6692	0.6780	0.6692	0.8180
0.3891	5.3711	854	0.6575	0.6780	0.6575	0.8108
0.3891	5.3836	856	0.6712	0.6780	0.6712	0.8193
0.3891	5.3962	858	0.7166	0.6648	0.7166	0.8465
0.3891	5.4088	860	0.7909	0.6523	0.7909	0.8893
0.3891	5.4214	862	0.8629	0.6523	0.8629	0.9289
0.3891	5.4340	864	0.8957	0.6523	0.8957	0.9464
0.3891	5.4465	866	0.8794	0.6523	0.8794	0.9378
0.3891	5.4591	868	0.8591	0.6523	0.8591	0.9269
0.3891	5.4717	870	0.8214	0.6520	0.8214	0.9063
0.3891	5.4843	872	0.7830	0.6520	0.7830	0.8849
0.3891	5.4969	874	0.7932	0.6520	0.7932	0.8906
0.3891	5.5094	876	0.8050	0.6520	0.8050	0.8972
0.3891	5.5220	878	0.8131	0.6505	0.8131	0.9017
0.3891	5.5346	880	0.8345	0.6505	0.8345	0.9135
0.3891	5.5472	882	0.8711	0.6505	0.8711	0.9333
0.3891	5.5597	884	0.9196	0.6505	0.9196	0.9589
0.3891	5.5723	886	0.9360	0.6505	0.9360	0.9675
0.3891	5.5849	888	0.9605	0.6374	0.9605	0.9800
0.3891	5.5975	890	0.9726	0.6392	0.9726	0.9862
0.3891	5.6101	892	0.9722	0.6392	0.9722	0.9860
0.3891	5.6226	894	0.9568	0.6374	0.9568	0.9781
0.3891	5.6352	896	0.9167	0.6505	0.9167	0.9574
0.3891	5.6478	898	0.8918	0.6505	0.8918	0.9443
0.3891	5.6604	900	0.8803	0.6074	0.8803	0.9382
0.3891	5.6730	902	0.8616	0.6074	0.8616	0.9282
0.3891	5.6855	904	0.8632	0.6026	0.8632	0.9291
0.3891	5.6981	906	0.8485	0.6058	0.8485	0.9211
0.3891	5.7107	908	0.8721	0.6086	0.8721	0.9339
0.3891	5.7233	910	0.8834	0.6086	0.8834	0.9399
0.3891	5.7358	912	0.8635	0.6086	0.8635	0.9292
0.3891	5.7484	914	0.8080	0.6086	0.8080	0.8989
0.3891	5.7610	916	0.7523	0.6195	0.7523	0.8674
0.3891	5.7736	918	0.7307	0.6171	0.7307	0.8548
0.3891	5.7862	920	0.7397	0.6195	0.7397	0.8601
0.3891	5.7987	922	0.7754	0.6215	0.7754	0.8806
0.3891	5.8113	924	0.8030	0.6086	0.8030	0.8961
0.3891	5.8239	926	0.8303	0.6086	0.8303	0.9112
0.3891	5.8365	928	0.8211	0.6058	0.8211	0.9062
0.3891	5.8491	930	0.7998	0.6058	0.7998	0.8943
0.3891	5.8616	932	0.7865	0.6026	0.7865	0.8869
0.3891	5.8742	934	0.7720	0.6026	0.7720	0.8787
0.3891	5.8868	936	0.7706	0.6154	0.7706	0.8779
0.3891	5.8994	938	0.7976	0.62	0.7976	0.8931
0.3891	5.9119	940	0.8406	0.6025	0.8406	0.9168
0.3891	5.9245	942	0.8566	0.6025	0.8566	0.9255
0.3891	5.9371	944	0.9002	0.6025	0.9002	0.9488
0.3891	5.9497	946	0.9843	0.6318	0.9843	0.9921
0.3891	5.9623	948	0.9979	0.6318	0.9979	0.9990
0.3891	5.9748	950	0.9465	0.6318	0.9465	0.9729
0.3891	5.9874	952	0.8618	0.5991	0.8618	0.9284
0.3891	6.0	954	0.8126	0.5952	0.8126	0.9015
0.3891	6.0126	956	0.8149	0.5952	0.8149	0.9027
0.3891	6.0252	958	0.7993	0.5952	0.7993	0.8940
0.3891	6.0377	960	0.7696	0.5952	0.7696	0.8773
0.3891	6.0503	962	0.7697	0.5952	0.7697	0.8773
0.3891	6.0629	964	0.7894	0.5952	0.7894	0.8885
0.3891	6.0755	966	0.8003	0.5952	0.8003	0.8946
0.3891	6.0881	968	0.8184	0.5952	0.8184	0.9046
0.3891	6.1006	970	0.8323	0.5952	0.8323	0.9123
0.3891	6.1132	972	0.8185	0.5952	0.8185	0.9047
0.3891	6.1258	974	0.8107	0.5952	0.8107	0.9004
0.3891	6.1384	976	0.7969	0.5952	0.7969	0.8927
0.3891	6.1509	978	0.7767	0.5952	0.7767	0.8813
0.3891	6.1635	980	0.7464	0.5952	0.7464	0.8639
0.3891	6.1761	982	0.7264	0.5952	0.7264	0.8523
0.3891	6.1887	984	0.7344	0.5952	0.7344	0.8570
0.3891	6.2013	986	0.7579	0.5952	0.7579	0.8706
0.3891	6.2138	988	0.7824	0.5952	0.7824	0.8845
0.3891	6.2264	990	0.8127	0.5952	0.8127	0.9015
0.3891	6.2390	992	0.7947	0.5952	0.7947	0.8915
0.3891	6.2516	994	0.7603	0.5952	0.7603	0.8719
0.3891	6.2642	996	0.7537	0.5952	0.7537	0.8681
0.3891	6.2767	998	0.7521	0.6154	0.7521	0.8673
0.0817	6.2893	1000	0.7548	0.6026	0.7548	0.8688
0.0817	6.3019	1002	0.7607	0.6026	0.7607	0.8722
0.0817	6.3145	1004	0.7716	0.6026	0.7716	0.8784
0.0817	6.3270	1006	0.7756	0.6026	0.7756	0.8807
0.0817	6.3396	1008	0.7872	0.6026	0.7872	0.8873
0.0817	6.3522	1010	0.7774	0.6026	0.7774	0.8817
0.0817	6.3648	1012	0.7579	0.6026	0.7579	0.8705
0.0817	6.3774	1014	0.7393	0.6026	0.7393	0.8598
0.0817	6.3899	1016	0.7505	0.6026	0.7505	0.8663
0.0817	6.4025	1018	0.7851	0.6026	0.7851	0.8861
0.0817	6.4151	1020	0.8353	0.6026	0.8353	0.9139
0.0817	6.4277	1022	0.8843	0.5887	0.8843	0.9404
0.0817	6.4403	1024	0.9003	0.5887	0.9003	0.9488
0.0817	6.4528	1026	0.9138	0.6009	0.9138	0.9560
0.0817	6.4654	1028	0.8917	0.6009	0.8917	0.9443
0.0817	6.4780	1030	0.8732	0.5887	0.8732	0.9344
0.0817	6.4906	1032	0.8306	0.5887	0.8306	0.9114
0.0817	6.5031	1034	0.7838	0.6026	0.7838	0.8853
0.0817	6.5157	1036	0.7472	0.6026	0.7472	0.8644
0.0817	6.5283	1038	0.7256	0.6171	0.7256	0.8518
0.0817	6.5409	1040	0.7338	0.6305	0.7338	0.8566
0.0817	6.5535	1042	0.7563	0.6288	0.7563	0.8697
0.0817	6.5660	1044	0.7891	0.6288	0.7891	0.8883
0.0817	6.5786	1046	0.8337	0.5991	0.8337	0.9131
0.0817	6.5912	1048	0.8640	0.6025	0.8640	0.9295
0.0817	6.6038	1050	0.8886	0.5893	0.8886	0.9427
0.0817	6.6164	1052	0.9029	0.5893	0.9029	0.9502
0.0817	6.6289	1054	0.8968	0.5893	0.8968	0.9470
0.0817	6.6415	1056	0.8365	0.6025	0.8365	0.9146
0.0817	6.6541	1058	0.7524	0.6752	0.7524	0.8674
0.0817	6.6667	1060	0.7081	0.6919	0.7081	0.8415
0.0817	6.6792	1062	0.7137	0.6919	0.7137	0.8448
0.0817	6.6918	1064	0.7461	0.6752	0.7461	0.8638
0.0817	6.7044	1066	0.7710	0.6591	0.7710	0.8781
0.0817	6.7170	1068	0.7830	0.5991	0.7830	0.8849
0.0817	6.7296	1070	0.8282	0.6025	0.8282	0.9101
0.0817	6.7421	1072	0.8479	0.6025	0.8479	0.9208
0.0817	6.7547	1074	0.8349	0.6025	0.8349	0.9137
0.0817	6.7673	1076	0.8061	0.5991	0.8061	0.8979
0.0817	6.7799	1078	0.7740	0.5952	0.7740	0.8798
0.0817	6.7925	1080	0.7179	0.6919	0.7179	0.8473
0.0817	6.8050	1082	0.6939	0.7094	0.6939	0.8330
0.0817	6.8176	1084	0.6844	0.6934	0.6844	0.8273
0.0817	6.8302	1086	0.6759	0.6782	0.6759	0.8221
0.0817	6.8428	1088	0.6722	0.6782	0.6722	0.8199
0.0817	6.8553	1090	0.6748	0.6782	0.6748	0.8215
0.0817	6.8679	1092	0.6909	0.6171	0.6909	0.8312
0.0817	6.8805	1094	0.7050	0.6171	0.7050	0.8396
0.0817	6.8931	1096	0.7135	0.6171	0.7135	0.8447
0.0817	6.9057	1098	0.7203	0.6171	0.7203	0.8487
0.0817	6.9182	1100	0.7165	0.6171	0.7165	0.8465
0.0817	6.9308	1102	0.6982	0.6171	0.6982	0.8356
0.0817	6.9434	1104	0.6919	0.6171	0.6919	0.8318
0.0817	6.9560	1106	0.6843	0.6171	0.6843	0.8272
0.0817	6.9686	1108	0.6964	0.6171	0.6964	0.8345
0.0817	6.9811	1110	0.7261	0.6171	0.7261	0.8521
0.0817	6.9937	1112	0.7576	0.6026	0.7576	0.8704
0.0817	7.0063	1114	0.7728	0.6026	0.7728	0.8791
0.0817	7.0189	1116	0.7823	0.6086	0.7823	0.8845
0.0817	7.0314	1118	0.7767	0.6086	0.7767	0.8813
0.0817	7.0440	1120	0.7504	0.6171	0.7504	0.8662
0.0817	7.0566	1122	0.7066	0.6171	0.7066	0.8406
0.0817	7.0692	1124	0.6741	0.6782	0.6741	0.8211
0.0817	7.0818	1126	0.6678	0.6782	0.6678	0.8172
0.0817	7.0943	1128	0.6746	0.6782	0.6746	0.8213
0.0817	7.1069	1130	0.6929	0.6782	0.6929	0.8324
0.0817	7.1195	1132	0.7075	0.6171	0.7075	0.8411
0.0817	7.1321	1134	0.7267	0.6171	0.7267	0.8525
0.0817	7.1447	1136	0.7558	0.6171	0.7558	0.8694
0.0817	7.1572	1138	0.7779	0.6058	0.7779	0.8820
0.0817	7.1698	1140	0.7833	0.6086	0.7833	0.8850
0.0817	7.1824	1142	0.7693	0.6058	0.7693	0.8771
0.0817	7.1950	1144	0.7450	0.6171	0.7450	0.8631
0.0817	7.2075	1146	0.7121	0.6782	0.7121	0.8439
0.0817	7.2201	1148	0.6696	0.7108	0.6696	0.8183
0.0817	7.2327	1150	0.6442	0.7108	0.6442	0.8026
0.0817	7.2453	1152	0.6443	0.7108	0.6443	0.8027
0.0817	7.2579	1154	0.6371	0.7277	0.6371	0.7982
0.0817	7.2704	1156	0.6455	0.7277	0.6455	0.8034
0.0817	7.2830	1158	0.6550	0.7277	0.6550	0.8093
0.0817	7.2956	1160	0.6768	0.7094	0.6768	0.8227
0.0817	7.3082	1162	0.6977	0.6305	0.6977	0.8353
0.0817	7.3208	1164	0.7303	0.6026	0.7303	0.8546
0.0817	7.3333	1166	0.7593	0.6026	0.7593	0.8714
0.0817	7.3459	1168	0.7808	0.6026	0.7808	0.8836
0.0817	7.3585	1170	0.8030	0.6026	0.8030	0.8961
0.0817	7.3711	1172	0.8090	0.6026	0.8090	0.8994
0.0817	7.3836	1174	0.8097	0.6026	0.8097	0.8999
0.0817	7.3962	1176	0.8045	0.6026	0.8045	0.8969
0.0817	7.4088	1178	0.7921	0.6026	0.7921	0.8900
0.0817	7.4214	1180	0.7706	0.6171	0.7706	0.8779
0.0817	7.4340	1182	0.7551	0.6171	0.7551	0.8690
0.0817	7.4465	1184	0.7469	0.6171	0.7469	0.8642
0.0817	7.4591	1186	0.7565	0.6171	0.7565	0.8698
0.0817	7.4717	1188	0.7661	0.6026	0.7661	0.8753
0.0817	7.4843	1190	0.7711	0.6026	0.7711	0.8781
0.0817	7.4969	1192	0.7562	0.6026	0.7562	0.8696
0.0817	7.5094	1194	0.7409	0.6026	0.7409	0.8608
0.0817	7.5220	1196	0.7249	0.6026	0.7249	0.8514
0.0817	7.5346	1198	0.7203	0.6026	0.7203	0.8487
0.0817	7.5472	1200	0.7020	0.6171	0.7020	0.8378
0.0817	7.5597	1202	0.7017	0.6305	0.7017	0.8377
0.0817	7.5723	1204	0.6987	0.6445	0.6987	0.8359
0.0817	7.5849	1206	0.7162	0.6288	0.7162	0.8463
0.0817	7.5975	1208	0.7286	0.6154	0.7286	0.8536
0.0817	7.6101	1210	0.7316	0.6026	0.7316	0.8553
0.0817	7.6226	1212	0.7358	0.6026	0.7358	0.8578
0.0817	7.6352	1214	0.7397	0.6026	0.7397	0.8601
0.0817	7.6478	1216	0.7371	0.6026	0.7371	0.8585
0.0817	7.6604	1218	0.7431	0.6026	0.7431	0.8620
0.0817	7.6730	1220	0.7473	0.6026	0.7473	0.8645
0.0817	7.6855	1222	0.7563	0.6026	0.7563	0.8697
0.0817	7.6981	1224	0.7653	0.6026	0.7653	0.8748
0.0817	7.7107	1226	0.7610	0.6026	0.7610	0.8724
0.0817	7.7233	1228	0.7476	0.6026	0.7476	0.8647
0.0817	7.7358	1230	0.7377	0.6026	0.7377	0.8589
0.0817	7.7484	1232	0.7271	0.6154	0.7271	0.8527
0.0817	7.7610	1234	0.7290	0.6154	0.7290	0.8538
0.0817	7.7736	1236	0.7218	0.6154	0.7218	0.8496
0.0817	7.7862	1238	0.7173	0.6288	0.7173	0.8469
0.0817	7.7987	1240	0.7266	0.6154	0.7266	0.8524
0.0817	7.8113	1242	0.7250	0.6154	0.7250	0.8515
0.0817	7.8239	1244	0.7352	0.6154	0.7352	0.8574
0.0817	7.8365	1246	0.7422	0.6154	0.7422	0.8615
0.0817	7.8491	1248	0.7520	0.6026	0.7520	0.8672
0.0817	7.8616	1250	0.7586	0.6026	0.7586	0.8710
0.0817	7.8742	1252	0.7545	0.6026	0.7545	0.8686
0.0817	7.8868	1254	0.7458	0.6026	0.7458	0.8636
0.0817	7.8994	1256	0.7470	0.6026	0.7470	0.8643
0.0817	7.9119	1258	0.7337	0.6026	0.7337	0.8565
0.0817	7.9245	1260	0.7306	0.6026	0.7306	0.8547
0.0817	7.9371	1262	0.7261	0.6026	0.7261	0.8521
0.0817	7.9497	1264	0.7254	0.6026	0.7254	0.8517
0.0817	7.9623	1266	0.7413	0.6026	0.7413	0.8610
0.0817	7.9748	1268	0.7588	0.6026	0.7588	0.8711
0.0817	7.9874	1270	0.7865	0.6026	0.7865	0.8869
0.0817	8.0	1272	0.8125	0.6026	0.8125	0.9014
0.0817	8.0126	1274	0.8236	0.6026	0.8236	0.9075
0.0817	8.0252	1276	0.8168	0.6026	0.8168	0.9038
0.0817	8.0377	1278	0.8037	0.6026	0.8037	0.8965
0.0817	8.0503	1280	0.7920	0.6026	0.7920	0.8899
0.0817	8.0629	1282	0.7802	0.6026	0.7802	0.8833
0.0817	8.0755	1284	0.7670	0.6026	0.7670	0.8758
0.0817	8.0881	1286	0.7595	0.6026	0.7595	0.8715
0.0817	8.1006	1288	0.7647	0.6026	0.7647	0.8745
0.0817	8.1132	1290	0.7654	0.6026	0.7654	0.8749
0.0817	8.1258	1292	0.7641	0.6026	0.7641	0.8741
0.0817	8.1384	1294	0.7658	0.6026	0.7658	0.8751
0.0817	8.1509	1296	0.7720	0.6026	0.7720	0.8787
0.0817	8.1635	1298	0.7755	0.6026	0.7755	0.8806
0.0817	8.1761	1300	0.7707	0.6026	0.7707	0.8779
0.0817	8.1887	1302	0.7620	0.6026	0.7621	0.8730
0.0817	8.2013	1304	0.7483	0.6026	0.7483	0.8651
0.0817	8.2138	1306	0.7498	0.6026	0.7498	0.8659
0.0817	8.2264	1308	0.7501	0.6026	0.7501	0.8661
0.0817	8.2390	1310	0.7500	0.6026	0.7500	0.8660
0.0817	8.2516	1312	0.7471	0.6026	0.7471	0.8644
0.0817	8.2642	1314	0.7569	0.6026	0.7569	0.8700
0.0817	8.2767	1316	0.7721	0.6154	0.7721	0.8787
0.0817	8.2893	1318	0.7867	0.6288	0.7867	0.8870
0.0817	8.3019	1320	0.7960	0.6288	0.7960	0.8922
0.0817	8.3145	1322	0.7977	0.6154	0.7977	0.8931
0.0817	8.3270	1324	0.8028	0.6154	0.8028	0.8960
0.0817	8.3396	1326	0.8052	0.6154	0.8052	0.8973
0.0817	8.3522	1328	0.7946	0.6154	0.7946	0.8914
0.0817	8.3648	1330	0.7877	0.6154	0.7877	0.8875
0.0817	8.3774	1332	0.7758	0.6154	0.7758	0.8808
0.0817	8.3899	1334	0.7684	0.6026	0.7684	0.8766
0.0817	8.4025	1336	0.7634	0.6026	0.7634	0.8737
0.0817	8.4151	1338	0.7527	0.6026	0.7527	0.8676
0.0817	8.4277	1340	0.7477	0.6026	0.7477	0.8647
0.0817	8.4403	1342	0.7506	0.6026	0.7506	0.8664
0.0817	8.4528	1344	0.7500	0.6026	0.7500	0.8661
0.0817	8.4654	1346	0.7537	0.6026	0.7537	0.8681
0.0817	8.4780	1348	0.7626	0.6026	0.7626	0.8733
0.0817	8.4906	1350	0.7699	0.6026	0.7699	0.8774
0.0817	8.5031	1352	0.7747	0.6026	0.7747	0.8801
0.0817	8.5157	1354	0.7867	0.6026	0.7867	0.8869
0.0817	8.5283	1356	0.8016	0.6178	0.8016	0.8953
0.0817	8.5409	1358	0.8178	0.62	0.8178	0.9043
0.0817	8.5535	1360	0.8260	0.62	0.8260	0.9088
0.0817	8.5660	1362	0.8229	0.62	0.8229	0.9072
0.0817	8.5786	1364	0.8227	0.62	0.8227	0.9070
0.0817	8.5912	1366	0.8192	0.62	0.8192	0.9051
0.0817	8.6038	1368	0.8189	0.6178	0.8189	0.9049
0.0817	8.6164	1370	0.8084	0.6178	0.8084	0.8991
0.0817	8.6289	1372	0.8006	0.6178	0.8006	0.8948
0.0817	8.6415	1374	0.7923	0.6178	0.7923	0.8901
0.0817	8.6541	1376	0.7807	0.6154	0.7807	0.8836
0.0817	8.6667	1378	0.7759	0.6154	0.7759	0.8808
0.0817	8.6792	1380	0.7617	0.6154	0.7617	0.8728
0.0817	8.6918	1382	0.7562	0.6154	0.7562	0.8696
0.0817	8.7044	1384	0.7438	0.6154	0.7438	0.8624
0.0817	8.7170	1386	0.7412	0.6154	0.7412	0.8609
0.0817	8.7296	1388	0.7373	0.6154	0.7373	0.8587
0.0817	8.7421	1390	0.7371	0.6154	0.7371	0.8585
0.0817	8.7547	1392	0.7355	0.6154	0.7355	0.8576
0.0817	8.7673	1394	0.7333	0.6154	0.7333	0.8563
0.0817	8.7799	1396	0.7416	0.6154	0.7416	0.8611
0.0817	8.7925	1398	0.7542	0.6154	0.7542	0.8684
0.0817	8.8050	1400	0.7679	0.6154	0.7679	0.8763
0.0817	8.8176	1402	0.7806	0.6154	0.7806	0.8835
0.0817	8.8302	1404	0.7916	0.6154	0.7916	0.8897
0.0817	8.8428	1406	0.8027	0.6009	0.8027	0.8960
0.0817	8.8553	1408	0.8091	0.6009	0.8091	0.8995
0.0817	8.8679	1410	0.8189	0.6136	0.8189	0.9049
0.0817	8.8805	1412	0.8380	0.6136	0.8380	0.9154
0.0817	8.8931	1414	0.8535	0.6136	0.8535	0.9238
0.0817	8.9057	1416	0.8708	0.6136	0.8708	0.9332
0.0817	8.9182	1418	0.8804	0.6162	0.8804	0.9383
0.0817	8.9308	1420	0.8834	0.6162	0.8834	0.9399
0.0817	8.9434	1422	0.8897	0.6162	0.8897	0.9432
0.0817	8.9560	1424	0.8923	0.6162	0.8923	0.9446
0.0817	8.9686	1426	0.8881	0.6042	0.8881	0.9424
0.0817	8.9811	1428	0.8883	0.6071	0.8883	0.9425
0.0817	8.9937	1430	0.8836	0.6071	0.8836	0.9400
0.0817	9.0063	1432	0.8761	0.6071	0.8761	0.9360
0.0817	9.0189	1434	0.8712	0.6071	0.8712	0.9334
0.0817	9.0314	1436	0.8680	0.6071	0.8680	0.9317
0.0817	9.0440	1438	0.8569	0.62	0.8569	0.9257
0.0817	9.0566	1440	0.8456	0.62	0.8456	0.9196
0.0817	9.0692	1442	0.8337	0.6178	0.8337	0.9131
0.0817	9.0818	1444	0.8218	0.6178	0.8218	0.9065
0.0817	9.0943	1446	0.8093	0.6178	0.8093	0.8996
0.0817	9.1069	1448	0.8062	0.6178	0.8062	0.8979
0.0817	9.1195	1450	0.8059	0.6178	0.8059	0.8977
0.0817	9.1321	1452	0.8089	0.6058	0.8089	0.8994
0.0817	9.1447	1454	0.8096	0.6058	0.8096	0.8998
0.0817	9.1572	1456	0.8061	0.6058	0.8061	0.8979
0.0817	9.1698	1458	0.8015	0.6058	0.8015	0.8953
0.0817	9.1824	1460	0.7945	0.6058	0.7945	0.8913
0.0817	9.1950	1462	0.7929	0.6058	0.7929	0.8905
0.0817	9.2075	1464	0.7917	0.6058	0.7917	0.8898
0.0817	9.2201	1466	0.7926	0.6058	0.7926	0.8903
0.0817	9.2327	1468	0.7949	0.6058	0.7949	0.8915
0.0817	9.2453	1470	0.7990	0.6058	0.7990	0.8939
0.0817	9.2579	1472	0.8074	0.6058	0.8074	0.8986
0.0817	9.2704	1474	0.8169	0.6178	0.8169	0.9038
0.0817	9.2830	1476	0.8225	0.6178	0.8225	0.9069
0.0817	9.2956	1478	0.8259	0.6178	0.8259	0.9088
0.0817	9.3082	1480	0.8326	0.6178	0.8326	0.9125
0.0817	9.3208	1482	0.8352	0.6178	0.8352	0.9139
0.0817	9.3333	1484	0.8398	0.6178	0.8398	0.9164
0.0817	9.3459	1486	0.8416	0.6178	0.8416	0.9174
0.0817	9.3585	1488	0.8451	0.6178	0.8451	0.9193
0.0817	9.3711	1490	0.8435	0.6178	0.8435	0.9184
0.0817	9.3836	1492	0.8390	0.6178	0.8390	0.9160
0.0817	9.3962	1494	0.8304	0.6178	0.8304	0.9113
0.0817	9.4088	1496	0.8221	0.6178	0.8221	0.9067
0.0817	9.4214	1498	0.8194	0.6178	0.8194	0.9052
0.0498	9.4340	1500	0.8168	0.6178	0.8168	0.9038
0.0498	9.4465	1502	0.8152	0.6178	0.8152	0.9029
0.0498	9.4591	1504	0.8159	0.6178	0.8159	0.9033
0.0498	9.4717	1506	0.8164	0.6178	0.8164	0.9035
0.0498	9.4843	1508	0.8136	0.6178	0.8136	0.9020
0.0498	9.4969	1510	0.8128	0.6178	0.8128	0.9016
0.0498	9.5094	1512	0.8115	0.6178	0.8115	0.9009
0.0498	9.5220	1514	0.8141	0.6178	0.8141	0.9023
0.0498	9.5346	1516	0.8175	0.6178	0.8175	0.9041
0.0498	9.5472	1518	0.8224	0.6178	0.8224	0.9069
0.0498	9.5597	1520	0.8239	0.6178	0.8239	0.9077
0.0498	9.5723	1522	0.8285	0.6178	0.8285	0.9102
0.0498	9.5849	1524	0.8360	0.6178	0.8360	0.9143
0.0498	9.5975	1526	0.8445	0.62	0.8445	0.9190
0.0498	9.6101	1528	0.8473	0.62	0.8473	0.9205
0.0498	9.6226	1530	0.8453	0.62	0.8453	0.9194
0.0498	9.6352	1532	0.8435	0.62	0.8435	0.9184
0.0498	9.6478	1534	0.8398	0.6178	0.8398	0.9164
0.0498	9.6604	1536	0.8377	0.6178	0.8377	0.9153
0.0498	9.6730	1538	0.8331	0.6178	0.8331	0.9127
0.0498	9.6855	1540	0.8288	0.6178	0.8288	0.9104
0.0498	9.6981	1542	0.8229	0.6178	0.8229	0.9071
0.0498	9.7107	1544	0.8189	0.6178	0.8189	0.9049
0.0498	9.7233	1546	0.8160	0.6178	0.8160	0.9033
0.0498	9.7358	1548	0.8148	0.6178	0.8148	0.9027
0.0498	9.7484	1550	0.8136	0.6178	0.8136	0.9020
0.0498	9.7610	1552	0.8128	0.6178	0.8128	0.9015
0.0498	9.7736	1554	0.8117	0.6178	0.8117	0.9010
0.0498	9.7862	1556	0.8098	0.6178	0.8098	0.8999
0.0498	9.7987	1558	0.8074	0.6178	0.8074	0.8986
0.0498	9.8113	1560	0.8053	0.6178	0.8053	0.8974
0.0498	9.8239	1562	0.8024	0.6178	0.8024	0.8958
0.0498	9.8365	1564	0.7987	0.6178	0.7987	0.8937
0.0498	9.8491	1566	0.7969	0.6178	0.7969	0.8927
0.0498	9.8616	1568	0.7954	0.6178	0.7954	0.8919
0.0498	9.8742	1570	0.7941	0.6178	0.7941	0.8911
0.0498	9.8868	1572	0.7933	0.6178	0.7933	0.8907
0.0498	9.8994	1574	0.7933	0.6178	0.7933	0.8907
0.0498	9.9119	1576	0.7940	0.6178	0.7940	0.8911
0.0498	9.9245	1578	0.7951	0.6178	0.7951	0.8917
0.0498	9.9371	1580	0.7960	0.6178	0.7960	0.8922
0.0498	9.9497	1582	0.7966	0.6178	0.7966	0.8925
0.0498	9.9623	1584	0.7965	0.6178	0.7965	0.8925
0.0498	9.9748	1586	0.7967	0.6178	0.7967	0.8926
0.0498	9.9874	1588	0.7969	0.6178	0.7969	0.8927
0.0498	10.0	1590	0.7970	0.6178	0.7970	0.8927

Framework versions

• Transformers 4.44.2
• Pytorch 2.4.0+cu118
• Datasets 2.21.0
• Tokenizers 0.19.1