Arabic_FineTuningAraBERT_AugV4_k4_task1_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: 0.5995
• Qwk: 0.7864
• Mse: 0.5995
• Rmse: 0.7743

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	0.0120	2	4.8858	-0.0201	4.8858	2.2104
No log	0.0241	4	2.9625	0.0397	2.9625	1.7212
No log	0.0361	6	1.6949	0.1006	1.6949	1.3019
No log	0.0482	8	1.2474	0.1250	1.2474	1.1169
No log	0.0602	10	0.7497	0.3333	0.7497	0.8659
No log	0.0723	12	0.9038	0.5926	0.9038	0.9507
No log	0.0843	14	0.8420	0.2899	0.8420	0.9176
No log	0.0964	16	0.8835	0.1622	0.8835	0.9399
No log	0.1084	18	0.9723	0.4	0.9723	0.9860
No log	0.1205	20	1.8045	0.0597	1.8045	1.3433
No log	0.1325	22	1.5816	-0.0255	1.5816	1.2576
No log	0.1446	24	1.2105	-0.0800	1.2105	1.1002
No log	0.1566	26	1.0413	0.0562	1.0413	1.0204
No log	0.1687	28	1.0095	0.0982	1.0095	1.0048
No log	0.1807	30	1.0761	0.125	1.0761	1.0374
No log	0.1928	32	1.1725	0.125	1.1725	1.0828
No log	0.2048	34	1.3410	0.125	1.3410	1.1580
No log	0.2169	36	1.3772	0.125	1.3772	1.1735
No log	0.2289	38	1.1649	0.1860	1.1649	1.0793
No log	0.2410	40	0.9145	0.3425	0.9145	0.9563
No log	0.2530	42	0.8699	0.3425	0.8699	0.9327
No log	0.2651	44	1.0469	0.3497	1.0469	1.0232
No log	0.2771	46	1.1049	0.2699	1.1049	1.0512
No log	0.2892	48	0.8728	0.48	0.8728	0.9342
No log	0.3012	50	0.6675	0.4105	0.6675	0.8170
No log	0.3133	52	0.7291	0.5435	0.7291	0.8539
No log	0.3253	54	1.1241	0.3575	1.1241	1.0602
No log	0.3373	56	1.8575	0.3984	1.8575	1.3629
No log	0.3494	58	1.9074	0.3984	1.9074	1.3811
No log	0.3614	60	1.2734	0.4220	1.2734	1.1285
No log	0.3735	62	0.9436	0.3000	0.9436	0.9714
No log	0.3855	64	0.8875	0.3448	0.8875	0.9421
No log	0.3976	66	0.7999	0.4306	0.7999	0.8944
No log	0.4096	68	0.9926	0.4112	0.9926	0.9963
No log	0.4217	70	1.1999	0.5	1.1999	1.0954
No log	0.4337	72	1.2277	0.5	1.2277	1.1080
No log	0.4458	74	0.9862	0.6592	0.9862	0.9931
No log	0.4578	76	1.0549	0.6475	1.0549	1.0271
No log	0.4699	78	1.0870	0.6691	1.0870	1.0426
No log	0.4819	80	0.9979	0.6691	0.9979	0.9990
No log	0.4940	82	0.8363	0.5946	0.8363	0.9145
No log	0.5060	84	0.8526	0.6370	0.8526	0.9234
No log	0.5181	86	1.0202	0.6784	1.0202	1.0100
No log	0.5301	88	0.9954	0.6573	0.9954	0.9977
No log	0.5422	90	0.6770	0.6375	0.6770	0.8228
No log	0.5542	92	0.6112	0.6375	0.6112	0.7818
No log	0.5663	94	0.8433	0.6370	0.8433	0.9183
No log	0.5783	96	1.3187	0.5625	1.3187	1.1484
No log	0.5904	98	1.6937	0.3984	1.6937	1.3014
No log	0.6024	100	1.7360	0.3984	1.7360	1.3176
No log	0.6145	102	1.4954	0.4	1.4954	1.2229
No log	0.6265	104	0.9823	0.5625	0.9823	0.9911
No log	0.6386	106	0.6178	0.4928	0.6178	0.7860
No log	0.6506	108	0.5594	0.4928	0.5594	0.7479
No log	0.6627	110	0.5640	0.4928	0.5640	0.7510
No log	0.6747	112	0.6817	0.7177	0.6817	0.8256
No log	0.6867	114	1.0336	0.6431	1.0336	1.0167
No log	0.6988	116	1.2727	0.5704	1.2727	1.1281
No log	0.7108	118	1.1475	0.5704	1.1475	1.0712
No log	0.7229	120	0.8008	0.7103	0.8008	0.8949
No log	0.7349	122	0.6647	0.6738	0.6647	0.8153
No log	0.7470	124	0.7042	0.7103	0.7042	0.8391
No log	0.7590	126	0.9439	0.6367	0.9439	0.9715
No log	0.7711	128	1.0049	0.6784	1.0049	1.0024
No log	0.7831	130	1.0308	0.6784	1.0308	1.0153
No log	0.7952	132	0.9507	0.6340	0.9507	0.9750
No log	0.8072	134	0.9333	0.6316	0.9333	0.9661
No log	0.8193	136	1.1174	0.6667	1.1174	1.0571
No log	0.8313	138	1.3454	0.5625	1.3454	1.1599
No log	0.8434	140	1.2904	0.5625	1.2904	1.1360
No log	0.8554	142	0.8693	0.6784	0.8693	0.9323
No log	0.8675	144	0.5944	0.6932	0.5944	0.7710
No log	0.8795	146	0.6592	0.7348	0.6592	0.8119
No log	0.8916	148	0.9617	0.6784	0.9617	0.9807
No log	0.9036	150	1.2474	0.6500	1.2474	1.1169
No log	0.9157	152	1.2299	0.6500	1.2299	1.1090
No log	0.9277	154	0.9665	0.7426	0.9665	0.9831
No log	0.9398	156	0.6612	0.6410	0.6612	0.8131
No log	0.9518	158	0.5882	0.6160	0.5882	0.7670
No log	0.9639	160	0.7008	0.6410	0.7008	0.8372
No log	0.9759	162	0.9713	0.7287	0.9713	0.9855
No log	0.9880	164	1.0493	0.6316	1.0493	1.0243
No log	1.0	166	0.9962	0.6617	0.9962	0.9981
No log	1.0120	168	0.9181	0.7586	0.9181	0.9582
No log	1.0241	170	0.7109	0.6486	0.7109	0.8432
No log	1.0361	172	0.6740	0.7094	0.6740	0.8210
No log	1.0482	174	0.6602	0.6957	0.6602	0.8125
No log	1.0602	176	0.7154	0.6957	0.7154	0.8458
No log	1.0723	178	0.8941	0.6592	0.8941	0.9456
No log	1.0843	180	0.8585	0.6915	0.8585	0.9265
No log	1.0964	182	0.6049	0.6525	0.6049	0.7778
No log	1.1084	184	0.5657	0.6642	0.5657	0.7521
No log	1.1205	186	0.7071	0.6957	0.7071	0.8409
No log	1.1325	188	0.7284	0.776	0.7284	0.8535
No log	1.1446	190	0.6887	0.7364	0.6887	0.8299
No log	1.1566	192	0.7643	0.7586	0.7643	0.8742
No log	1.1687	194	0.7833	0.7586	0.7833	0.8851
No log	1.1807	196	0.9177	0.7426	0.9177	0.9579
No log	1.1928	198	0.8345	0.7426	0.8345	0.9135
No log	1.2048	200	0.8017	0.7426	0.8017	0.8954
No log	1.2169	202	0.7416	0.6915	0.7416	0.8612
No log	1.2289	204	0.8362	0.7426	0.8362	0.9144
No log	1.2410	206	1.0073	0.6392	1.0073	1.0036
No log	1.2530	208	0.9159	0.7138	0.9159	0.9570
No log	1.2651	210	0.6957	0.7449	0.6957	0.8341
No log	1.2771	212	0.5688	0.7273	0.5688	0.7542
No log	1.2892	214	0.4996	0.6547	0.4996	0.7068
No log	1.3012	216	0.4555	0.5333	0.4555	0.6749
No log	1.3133	218	0.4844	0.5300	0.4844	0.6960
No log	1.3253	220	0.5481	0.6013	0.5481	0.7403
No log	1.3373	222	0.5781	0.6894	0.5781	0.7603
No log	1.3494	224	0.7348	0.6818	0.7348	0.8572
No log	1.3614	226	0.8186	0.7050	0.8186	0.9048
No log	1.3735	228	0.8292	0.7050	0.8292	0.9106
No log	1.3855	230	0.7010	0.7510	0.7010	0.8373
No log	1.3976	232	0.5785	0.7266	0.5785	0.7606
No log	1.4096	234	0.5584	0.6449	0.5584	0.7473
No log	1.4217	236	0.7076	0.7348	0.7076	0.8412
No log	1.4337	238	0.8053	0.7348	0.8053	0.8974
No log	1.4458	240	0.8709	0.7426	0.8709	0.9332
No log	1.4578	242	0.8048	0.7820	0.8048	0.8971
No log	1.4699	244	0.6409	0.6272	0.6409	0.8006
No log	1.4819	246	0.5773	0.5908	0.5773	0.7598
No log	1.4940	248	0.5831	0.6270	0.5831	0.7636
No log	1.5060	250	0.7495	0.7864	0.7495	0.8657
No log	1.5181	252	1.2596	0.5625	1.2596	1.1223
No log	1.5301	254	1.5521	0.6020	1.5521	1.2458
No log	1.5422	256	1.4087	0.6020	1.4087	1.1869
No log	1.5542	258	1.0266	0.6431	1.0266	1.0132
No log	1.5663	260	0.6383	0.6857	0.6383	0.7989
No log	1.5783	262	0.4918	0.6908	0.4918	0.7013
No log	1.5904	264	0.4825	0.6842	0.4825	0.6947
No log	1.6024	266	0.5574	0.7697	0.5574	0.7466
No log	1.6145	268	0.6321	0.7697	0.6321	0.7950
No log	1.6265	270	0.6222	0.7601	0.6222	0.7888
No log	1.6386	272	0.5837	0.6510	0.5837	0.7640
No log	1.6506	274	0.5617	0.6872	0.5617	0.7495
No log	1.6627	276	0.6270	0.7697	0.6270	0.7918
No log	1.6747	278	0.6122	0.7697	0.6122	0.7825
No log	1.6867	280	0.6614	0.7442	0.6614	0.8133
No log	1.6988	282	0.6690	0.7042	0.6690	0.8179
No log	1.7108	284	0.6827	0.7042	0.6827	0.8263
No log	1.7229	286	0.5927	0.6667	0.5927	0.7699
No log	1.7349	288	0.6377	0.6957	0.6377	0.7985
No log	1.7470	290	0.7974	0.7287	0.7974	0.8929
No log	1.7590	292	0.8598	0.7586	0.8598	0.9273
No log	1.7711	294	0.7395	0.7348	0.7395	0.8599
No log	1.7831	296	0.7093	0.7116	0.7093	0.8422
No log	1.7952	298	0.6843	0.7042	0.6843	0.8272
No log	1.8072	300	0.7385	0.7442	0.7385	0.8594
No log	1.8193	302	0.8074	0.7442	0.8074	0.8985
No log	1.8313	304	0.8768	0.7535	0.8768	0.9364
No log	1.8434	306	0.9519	0.6691	0.9519	0.9757
No log	1.8554	308	0.8833	0.7348	0.8833	0.9398
No log	1.8675	310	0.8524	0.7348	0.8524	0.9233
No log	1.8795	312	0.7474	0.7586	0.7474	0.8645
No log	1.8916	314	0.6928	0.7586	0.6928	0.8324
No log	1.9036	316	0.7885	0.7586	0.7885	0.8880
No log	1.9157	318	0.9701	0.6617	0.9701	0.9850
No log	1.9277	320	0.9053	0.7709	0.9053	0.9515
No log	1.9398	322	0.7016	0.7864	0.7016	0.8376
No log	1.9518	324	0.5631	0.6480	0.5631	0.7504
No log	1.9639	326	0.5412	0.6704	0.5412	0.7357
No log	1.9759	328	0.7109	0.7892	0.7109	0.8432
No log	1.9880	330	0.8300	0.8085	0.8300	0.9110
No log	2.0	332	0.7753	0.8085	0.7753	0.8805
No log	2.0120	334	0.6209	0.8085	0.6209	0.7880
No log	2.0241	336	0.5577	0.7799	0.5577	0.7468
No log	2.0361	338	0.4708	0.7789	0.4708	0.6862
No log	2.0482	340	0.4099	0.6842	0.4099	0.6402
No log	2.0602	342	0.4194	0.6638	0.4194	0.6476
No log	2.0723	344	0.4933	0.7490	0.4933	0.7023
No log	2.0843	346	0.5719	0.6930	0.5719	0.7562
No log	2.0964	348	0.6864	0.7586	0.6864	0.8285
No log	2.1084	350	0.8279	0.7586	0.8279	0.9099
No log	2.1205	352	0.7430	0.7586	0.7430	0.8620
No log	2.1325	354	0.7896	0.7986	0.7896	0.8886
No log	2.1446	356	0.8206	0.7586	0.8206	0.9059
No log	2.1566	358	0.8084	0.7586	0.8084	0.8991
No log	2.1687	360	0.9599	0.7658	0.9599	0.9798
No log	2.1807	362	1.0759	0.7368	1.0759	1.0372
No log	2.1928	364	0.9045	0.7529	0.9045	0.9511
No log	2.2048	366	0.7834	0.7529	0.7834	0.8851
No log	2.2169	368	0.6850	0.8016	0.6850	0.8277
No log	2.2289	370	0.6557	0.776	0.6557	0.8097
No log	2.2410	372	0.5229	0.7812	0.5229	0.7231
No log	2.2530	374	0.4321	0.7388	0.4321	0.6574
No log	2.2651	376	0.4607	0.7162	0.4607	0.6788
No log	2.2771	378	0.6102	0.7756	0.6102	0.7811
No log	2.2892	380	0.7094	0.7756	0.7094	0.8423
No log	2.3012	382	0.6721	0.7556	0.6721	0.8198
No log	2.3133	384	0.7117	0.7556	0.7117	0.8437
No log	2.3253	386	0.7139	0.7986	0.7139	0.8449
No log	2.3373	388	0.6076	0.7317	0.6076	0.7795
No log	2.3494	390	0.4884	0.6934	0.4884	0.6988
No log	2.3614	392	0.4960	0.6934	0.4960	0.7043
No log	2.3735	394	0.6387	0.7986	0.6387	0.7992
No log	2.3855	396	0.8333	0.7287	0.8333	0.9129
No log	2.3976	398	0.8458	0.7586	0.8458	0.9197
No log	2.4096	400	0.6864	0.7586	0.6864	0.8285
No log	2.4217	402	0.6231	0.7042	0.6231	0.7894
No log	2.4337	404	0.6594	0.7482	0.6594	0.8121
No log	2.4458	406	0.8462	0.7586	0.8462	0.9199
No log	2.4578	408	0.8425	0.7586	0.8425	0.9179
No log	2.4699	410	0.7614	0.7586	0.7614	0.8726
No log	2.4819	412	0.6400	0.7586	0.6400	0.8000
No log	2.4940	414	0.6262	0.7586	0.6262	0.7914
No log	2.5060	416	0.7563	0.7829	0.7563	0.8697
No log	2.5181	418	0.9807	0.7726	0.9807	0.9903
No log	2.5301	420	1.0456	0.7726	1.0456	1.0226
No log	2.5422	422	0.8924	0.8000	0.8924	0.9447
No log	2.5542	424	0.6896	0.7449	0.6896	0.8304
No log	2.5663	426	0.5574	0.7116	0.5574	0.7466
No log	2.5783	428	0.5971	0.7116	0.5971	0.7727
No log	2.5904	430	0.7858	0.7336	0.7858	0.8864
No log	2.6024	432	0.9171	0.7667	0.9171	0.9576
No log	2.6145	434	0.9580	0.7879	0.9580	0.9788
No log	2.6265	436	0.8746	0.7336	0.8746	0.9352
No log	2.6386	438	0.6806	0.7116	0.6806	0.8250
No log	2.6506	440	0.6574	0.7266	0.6574	0.8108
No log	2.6627	442	0.7467	0.6978	0.7467	0.8641
No log	2.6747	444	1.0004	0.7552	1.0004	1.0002
No log	2.6867	446	1.2252	0.6488	1.2252	1.1069
No log	2.6988	448	1.1979	0.6642	1.1979	1.0945
No log	2.7108	450	1.1328	0.6642	1.1328	1.0643
No log	2.7229	452	0.8803	0.6842	0.8803	0.9382
No log	2.7349	454	0.7072	0.7482	0.7072	0.8410
No log	2.7470	456	0.6720	0.7756	0.6720	0.8198
No log	2.7590	458	0.6794	0.7756	0.6794	0.8243
No log	2.7711	460	0.7049	0.7756	0.7049	0.8396
No log	2.7831	462	0.7238	0.7756	0.7238	0.8508
No log	2.7952	464	0.7151	0.7556	0.7151	0.8456
No log	2.8072	466	0.7177	0.7556	0.7177	0.8472
No log	2.8193	468	0.6971	0.7556	0.6971	0.8349
No log	2.8313	470	0.6425	0.7651	0.6425	0.8016
No log	2.8434	472	0.6370	0.7651	0.6370	0.7981
No log	2.8554	474	0.7044	0.7864	0.7044	0.8393
No log	2.8675	476	0.7696	0.7820	0.7696	0.8773
No log	2.8795	478	0.8094	0.7774	0.8094	0.8996
No log	2.8916	480	0.7536	0.7709	0.7536	0.8681
No log	2.9036	482	0.6403	0.7482	0.6403	0.8002
No log	2.9157	484	0.6238	0.7260	0.6238	0.7898
No log	2.9277	486	0.6478	0.7260	0.6478	0.8049
No log	2.9398	488	0.8088	0.7820	0.8088	0.8993
No log	2.9518	490	0.8448	0.8042	0.8448	0.9191
No log	2.9639	492	0.8934	0.8042	0.8934	0.9452
No log	2.9759	494	0.8546	0.8078	0.8546	0.9244
No log	2.9880	496	0.7489	0.7829	0.7489	0.8654
No log	3.0	498	0.7397	0.7829	0.7397	0.8600
0.4904	3.0120	500	0.8031	0.7829	0.8031	0.8962
0.4904	3.0241	502	0.8676	0.7829	0.8676	0.9315
0.4904	3.0361	504	0.8899	0.7709	0.8899	0.9433
0.4904	3.0482	506	0.8148	0.7709	0.8148	0.9026
0.4904	3.0602	508	0.7220	0.7864	0.7220	0.8497
0.4904	3.0723	510	0.7752	0.7864	0.7752	0.8804
0.4904	3.0843	512	0.6996	0.7864	0.6996	0.8364
0.4904	3.0964	514	0.5354	0.7864	0.5354	0.7317
0.4904	3.1084	516	0.5378	0.7864	0.5378	0.7334
0.4904	3.1205	518	0.6541	0.7864	0.6541	0.8088
0.4904	3.1325	520	0.7640	0.7829	0.7640	0.8740
0.4904	3.1446	522	0.7591	0.7829	0.7591	0.8713
0.4904	3.1566	524	0.7946	0.7829	0.7946	0.8914
0.4904	3.1687	526	0.7354	0.7586	0.7354	0.8576
0.4904	3.1807	528	0.7142	0.7586	0.7142	0.8451
0.4904	3.1928	530	0.7976	0.7941	0.7976	0.8931
0.4904	3.2048	532	0.8667	0.7941	0.8667	0.9310
0.4904	3.2169	534	0.9992	0.8178	0.9992	0.9996
0.4904	3.2289	536	0.9257	0.7941	0.9257	0.9621
0.4904	3.2410	538	0.8239	0.7986	0.8239	0.9077
0.4904	3.2530	540	0.6412	0.7442	0.6412	0.8008
0.4904	3.2651	542	0.5549	0.7036	0.5549	0.7449
0.4904	3.2771	544	0.5483	0.7036	0.5483	0.7405
0.4904	3.2892	546	0.6131	0.7036	0.6131	0.7830
0.4904	3.3012	548	0.7979	0.7442	0.7979	0.8933
0.4904	3.3133	550	1.1084	0.7586	1.1084	1.0528
0.4904	3.3253	552	1.2357	0.7475	1.2357	1.1116
0.4904	3.3373	554	1.1467	0.7658	1.1467	1.0708
0.4904	3.3494	556	0.9169	0.7287	0.9169	0.9576
0.4904	3.3614	558	0.6954	0.7640	0.6954	0.8339
0.4904	3.3735	560	0.5772	0.7317	0.5772	0.7597
0.4904	3.3855	562	0.5922	0.7407	0.5922	0.7696
0.4904	3.3976	564	0.7112	0.7640	0.7112	0.8434
0.4904	3.4096	566	0.7686	0.7640	0.7686	0.8767
0.4904	3.4217	568	0.8314	0.7586	0.8314	0.9118
0.4904	3.4337	570	0.8417	0.7586	0.8417	0.9174
0.4904	3.4458	572	0.9225	0.7287	0.9225	0.9605
0.4904	3.4578	574	0.8465	0.7986	0.8465	0.9201
0.4904	3.4699	576	0.7360	0.7986	0.7360	0.8579
0.4904	3.4819	578	0.7434	0.7986	0.7434	0.8622
0.4904	3.4940	580	0.7625	0.7986	0.7625	0.8732
0.4904	3.5060	582	0.7575	0.7986	0.7575	0.8704
0.4904	3.5181	584	0.7703	0.7986	0.7703	0.8777
0.4904	3.5301	586	0.7115	0.7586	0.7115	0.8435
0.4904	3.5422	588	0.6610	0.72	0.6610	0.8130
0.4904	3.5542	590	0.6183	0.72	0.6183	0.7863
0.4904	3.5663	592	0.6401	0.7640	0.6401	0.8001
0.4904	3.5783	594	0.7887	0.7586	0.7887	0.8881
0.4904	3.5904	596	1.0048	0.7529	1.0048	1.0024
0.4904	3.6024	598	0.9775	0.7709	0.9775	0.9887
0.4904	3.6145	600	0.8322	0.7986	0.8322	0.9122
0.4904	3.6265	602	0.7263	0.7535	0.7263	0.8522
0.4904	3.6386	604	0.6351	0.7317	0.6351	0.7969
0.4904	3.6506	606	0.5442	0.6957	0.5442	0.7377
0.4904	3.6627	608	0.5452	0.7317	0.5452	0.7384
0.4904	3.6747	610	0.6449	0.7640	0.6449	0.8031
0.4904	3.6867	612	0.7396	0.7348	0.7396	0.8600
0.4904	3.6988	614	0.8460	0.8042	0.8460	0.9198
0.4904	3.7108	616	0.7577	0.7348	0.7577	0.8705
0.4904	3.7229	618	0.5667	0.7317	0.5667	0.7528
0.4904	3.7349	620	0.4287	0.7004	0.4287	0.6548
0.4904	3.7470	622	0.4073	0.7004	0.4073	0.6382
0.4904	3.7590	624	0.4364	0.7004	0.4364	0.6606
0.4904	3.7711	626	0.5534	0.7317	0.5534	0.7439
0.4904	3.7831	628	0.7040	0.7864	0.7040	0.8390
0.4904	3.7952	630	0.7670	0.8170	0.7670	0.8758
0.4904	3.8072	632	0.6729	0.7864	0.6729	0.8203
0.4904	3.8193	634	0.5468	0.7535	0.5468	0.7395
0.4904	3.8313	636	0.5239	0.7692	0.5239	0.7238
0.4904	3.8434	638	0.5878	0.7535	0.5878	0.7667
0.4904	3.8554	640	0.7051	0.7482	0.7051	0.8397
0.4904	3.8675	642	0.8314	0.7774	0.8314	0.9118
0.4904	3.8795	644	0.7971	0.7426	0.7971	0.8928
0.4904	3.8916	646	0.7078	0.7426	0.7078	0.8413
0.4904	3.9036	648	0.7055	0.72	0.7055	0.8399
0.4904	3.9157	650	0.6465	0.7482	0.6465	0.8040
0.4904	3.9277	652	0.5797	0.7266	0.5797	0.7614
0.4904	3.9398	654	0.6448	0.7482	0.6448	0.8030
0.4904	3.9518	656	0.7939	0.72	0.7939	0.8910
0.4904	3.9639	658	0.8626	0.72	0.8626	0.9288
0.4904	3.9759	660	0.7767	0.7864	0.7767	0.8813
0.4904	3.9880	662	0.7040	0.7864	0.7040	0.8390
0.4904	4.0	664	0.6612	0.7864	0.6612	0.8132
0.4904	4.0120	666	0.6056	0.7317	0.6056	0.7782
0.4904	4.0241	668	0.6648	0.7535	0.6648	0.8154
0.4904	4.0361	670	0.7939	0.7426	0.7939	0.8910
0.4904	4.0482	672	0.9082	0.7426	0.9082	0.9530
0.4904	4.0602	674	0.9978	0.7778	0.9978	0.9989
0.4904	4.0723	676	0.9396	0.7426	0.9396	0.9693
0.4904	4.0843	678	0.8346	0.7426	0.8346	0.9136
0.4904	4.0964	680	0.7657	0.7482	0.7657	0.8750
0.4904	4.1084	682	0.7059	0.7864	0.7059	0.8402
0.4904	4.1205	684	0.6951	0.7864	0.6951	0.8337
0.4904	4.1325	686	0.7280	0.7651	0.7280	0.8532
0.4904	4.1446	688	0.7718	0.7864	0.7718	0.8785
0.4904	4.1566	690	0.7490	0.7864	0.7490	0.8654
0.4904	4.1687	692	0.7224	0.7864	0.7224	0.8499
0.4904	4.1807	694	0.6819	0.7317	0.6819	0.8258
0.4904	4.1928	696	0.7059	0.7651	0.7059	0.8402
0.4904	4.2048	698	0.7992	0.7864	0.7992	0.8940
0.4904	4.2169	700	0.8553	0.7864	0.8553	0.9248
0.4904	4.2289	702	0.8230	0.7864	0.8230	0.9072
0.4904	4.2410	704	0.6903	0.7556	0.6903	0.8308
0.4904	4.2530	706	0.5987	0.7358	0.5987	0.7737
0.4904	4.2651	708	0.5720	0.7036	0.5720	0.7563
0.4904	4.2771	710	0.6128	0.7556	0.6128	0.7828
0.4904	4.2892	712	0.6344	0.7556	0.6344	0.7965
0.4904	4.3012	714	0.6331	0.7556	0.6331	0.7957
0.4904	4.3133	716	0.6267	0.7358	0.6267	0.7916
0.4904	4.3253	718	0.5890	0.7358	0.5890	0.7675
0.4904	4.3373	720	0.6088	0.7358	0.6088	0.7802
0.4904	4.3494	722	0.6005	0.7358	0.6005	0.7749
0.4904	4.3614	724	0.6039	0.7358	0.6039	0.7771
0.4904	4.3735	726	0.6299	0.7864	0.6299	0.7936
0.4904	4.3855	728	0.6862	0.7864	0.6862	0.8284
0.4904	4.3976	730	0.6613	0.7864	0.6613	0.8132
0.4904	4.4096	732	0.6292	0.7535	0.6292	0.7932
0.4904	4.4217	734	0.5771	0.7116	0.5771	0.7596
0.4904	4.4337	736	0.5325	0.7116	0.5325	0.7297
0.4904	4.4458	738	0.5132	0.7429	0.5132	0.7164
0.4904	4.4578	740	0.5235	0.7116	0.5235	0.7235
0.4904	4.4699	742	0.5868	0.7116	0.5868	0.7660
0.4904	4.4819	744	0.6629	0.7482	0.6629	0.8142
0.4904	4.4940	746	0.7879	0.7482	0.7879	0.8876
0.4904	4.5060	748	0.7810	0.7482	0.7810	0.8837
0.4904	4.5181	750	0.7362	0.7864	0.7362	0.8580
0.4904	4.5301	752	0.6500	0.7651	0.6500	0.8062
0.4904	4.5422	754	0.5596	0.7317	0.5596	0.7481
0.4904	4.5542	756	0.5705	0.7651	0.5705	0.7553
0.4904	4.5663	758	0.6361	0.7864	0.6361	0.7975
0.4904	4.5783	760	0.7301	0.7482	0.7301	0.8545
0.4904	4.5904	762	0.8201	0.7829	0.8201	0.9056
0.4904	4.6024	764	0.7894	0.7829	0.7894	0.8885
0.4904	4.6145	766	0.7429	0.7586	0.7429	0.8619
0.4904	4.6265	768	0.7130	0.7586	0.7130	0.8444
0.4904	4.6386	770	0.6781	0.7586	0.6781	0.8235
0.4904	4.6506	772	0.6527	0.7482	0.6527	0.8079
0.4904	4.6627	774	0.5998	0.7260	0.5998	0.7744
0.4904	4.6747	776	0.5909	0.7042	0.5909	0.7687
0.4904	4.6867	778	0.6230	0.7042	0.6230	0.7893
0.4904	4.6988	780	0.7088	0.7260	0.7088	0.8419
0.4904	4.7108	782	0.8320	0.7336	0.8320	0.9121
0.4904	4.7229	784	0.8212	0.7864	0.8212	0.9062
0.4904	4.7349	786	0.7082	0.7864	0.7082	0.8416
0.4904	4.7470	788	0.5960	0.7358	0.5960	0.7720
0.4904	4.7590	790	0.5748	0.7864	0.5748	0.7582
0.4904	4.7711	792	0.6482	0.7864	0.6482	0.8051
0.4904	4.7831	794	0.7293	0.7482	0.7293	0.8540
0.4904	4.7952	796	0.7259	0.7482	0.7259	0.8520
0.4904	4.8072	798	0.7256	0.7482	0.7256	0.8518
0.4904	4.8193	800	0.6203	0.7864	0.6203	0.7876
0.4904	4.8313	802	0.5479	0.7535	0.5479	0.7402
0.4904	4.8434	804	0.4825	0.7601	0.4825	0.6946
0.4904	4.8554	806	0.4507	0.7290	0.4507	0.6713
0.4904	4.8675	808	0.4580	0.7601	0.4580	0.6768
0.4904	4.8795	810	0.5081	0.7237	0.5081	0.7128
0.4904	4.8916	812	0.6167	0.7864	0.6167	0.7853
0.4904	4.9036	814	0.6928	0.7864	0.6928	0.8324
0.4904	4.9157	816	0.6970	0.7482	0.6970	0.8349
0.4904	4.9277	818	0.6291	0.7482	0.6291	0.7932
0.4904	4.9398	820	0.5578	0.7266	0.5578	0.7468
0.4904	4.9518	822	0.5394	0.7266	0.5394	0.7345
0.4904	4.9639	824	0.5178	0.7266	0.5178	0.7196
0.4904	4.9759	826	0.5455	0.8028	0.5455	0.7386
0.4904	4.9880	828	0.6355	0.7864	0.6355	0.7972
0.4904	5.0	830	0.7409	0.7482	0.7409	0.8607
0.4904	5.0120	832	0.7339	0.7482	0.7339	0.8567
0.4904	5.0241	834	0.6872	0.7864	0.6872	0.8290
0.4904	5.0361	836	0.6329	0.7864	0.6329	0.7955
0.4904	5.0482	838	0.6464	0.7482	0.6464	0.8040
0.4904	5.0602	840	0.5786	0.7482	0.5786	0.7607
0.4904	5.0723	842	0.5448	0.7482	0.5448	0.7381
0.4904	5.0843	844	0.5453	0.7482	0.5453	0.7385
0.4904	5.0964	846	0.5332	0.7640	0.5332	0.7302
0.4904	5.1084	848	0.5429	0.7640	0.5429	0.7368
0.4904	5.1205	850	0.5445	0.7482	0.5445	0.7379
0.4904	5.1325	852	0.5446	0.7482	0.5446	0.7380
0.4904	5.1446	854	0.5266	0.7651	0.5266	0.7257
0.4904	5.1566	856	0.5398	0.7651	0.5398	0.7347
0.4904	5.1687	858	0.5579	0.7651	0.5579	0.7469
0.4904	5.1807	860	0.5582	0.7864	0.5582	0.7471
0.4904	5.1928	862	0.5369	0.7864	0.5369	0.7327
0.4904	5.2048	864	0.4852	0.7864	0.4852	0.6966
0.4904	5.2169	866	0.4847	0.7692	0.4847	0.6962
0.4904	5.2289	868	0.5210	0.7266	0.5210	0.7218
0.4904	5.2410	870	0.5559	0.7482	0.5559	0.7456
0.4904	5.2530	872	0.6171	0.7482	0.6171	0.7856
0.4904	5.2651	874	0.6488	0.7864	0.6488	0.8055
0.4904	5.2771	876	0.6119	0.7864	0.6119	0.7822
0.4904	5.2892	878	0.6267	0.7864	0.6267	0.7916
0.4904	5.3012	880	0.6934	0.7864	0.6934	0.8327
0.4904	5.3133	882	0.6838	0.7864	0.6838	0.8269
0.4904	5.3253	884	0.7116	0.7864	0.7116	0.8435
0.4904	5.3373	886	0.7336	0.7864	0.7336	0.8565
0.4904	5.3494	888	0.7250	0.7482	0.7250	0.8514
0.4904	5.3614	890	0.7108	0.7482	0.7108	0.8431
0.4904	5.3735	892	0.6052	0.7116	0.6052	0.7779
0.4904	5.3855	894	0.5837	0.7116	0.5837	0.7640
0.4904	5.3976	896	0.5856	0.7116	0.5856	0.7653
0.4904	5.4096	898	0.5802	0.7116	0.5802	0.7617
0.4904	5.4217	900	0.6018	0.7116	0.6018	0.7758
0.4904	5.4337	902	0.6361	0.7116	0.6361	0.7975
0.4904	5.4458	904	0.6012	0.7317	0.6012	0.7754
0.4904	5.4578	906	0.5312	0.7317	0.5312	0.7288
0.4904	5.4699	908	0.5210	0.7317	0.5210	0.7218
0.4904	5.4819	910	0.5173	0.7103	0.5173	0.7192
0.4904	5.4940	912	0.5878	0.7317	0.5878	0.7667
0.4904	5.5060	914	0.7499	0.7864	0.7499	0.8660
0.4904	5.5181	916	0.8622	0.7712	0.8622	0.9286
0.4904	5.5301	918	0.9443	0.7336	0.9443	0.9718
0.4904	5.5422	920	0.8865	0.7336	0.8865	0.9415
0.4904	5.5542	922	0.7795	0.7712	0.7795	0.8829
0.4904	5.5663	924	0.6329	0.7535	0.6329	0.7955
0.4904	5.5783	926	0.5382	0.7103	0.5382	0.7337
0.4904	5.5904	928	0.5156	0.7036	0.5156	0.7180
0.4904	5.6024	930	0.5065	0.7036	0.5065	0.7117
0.4904	5.6145	932	0.5315	0.7103	0.5315	0.7291
0.4904	5.6265	934	0.6030	0.7535	0.6030	0.7765
0.4904	5.6386	936	0.7269	0.7482	0.7269	0.8526
0.4904	5.6506	938	0.8131	0.7709	0.8131	0.9017
0.4904	5.6627	940	0.8423	0.7709	0.8423	0.9178
0.4904	5.6747	942	0.7634	0.7482	0.7634	0.8737
0.4904	5.6867	944	0.6753	0.7482	0.6753	0.8218
0.4904	5.6988	946	0.5915	0.7116	0.5915	0.7691
0.4904	5.7108	948	0.5673	0.7535	0.5673	0.7532
0.4904	5.7229	950	0.5570	0.7535	0.5570	0.7464
0.4904	5.7349	952	0.5597	0.7237	0.5597	0.7481
0.4904	5.7470	954	0.5562	0.7442	0.5562	0.7458
0.4904	5.7590	956	0.6029	0.7864	0.6029	0.7765
0.4904	5.7711	958	0.6361	0.7864	0.6361	0.7976
0.4904	5.7831	960	0.6149	0.7864	0.6149	0.7842
0.4904	5.7952	962	0.5790	0.7535	0.5790	0.7609
0.4904	5.8072	964	0.5476	0.7535	0.5476	0.7400
0.4904	5.8193	966	0.5215	0.7317	0.5215	0.7222
0.4904	5.8313	968	0.5304	0.7535	0.5304	0.7283
0.4904	5.8434	970	0.5926	0.7864	0.5926	0.7698
0.4904	5.8554	972	0.6858	0.7864	0.6858	0.8281
0.4904	5.8675	974	0.7927	0.7482	0.7927	0.8904
0.4904	5.8795	976	0.8034	0.7820	0.8034	0.8963
0.4904	5.8916	978	0.7189	0.7864	0.7189	0.8479
0.4904	5.9036	980	0.6143	0.7864	0.6143	0.7838
0.4904	5.9157	982	0.5469	0.7442	0.5469	0.7395
0.4904	5.9277	984	0.5236	0.7103	0.5236	0.7236
0.4904	5.9398	986	0.5393	0.7535	0.5393	0.7344
0.4904	5.9518	988	0.6097	0.7864	0.6097	0.7808
0.4904	5.9639	990	0.6749	0.7482	0.6749	0.8215
0.4904	5.9759	992	0.6845	0.7864	0.6845	0.8274
0.4904	5.9880	994	0.6856	0.7864	0.6856	0.8280
0.4904	6.0	996	0.6410	0.7864	0.6410	0.8006
0.4904	6.0120	998	0.5693	0.7535	0.5693	0.7545
0.1204	6.0241	1000	0.5647	0.7864	0.5647	0.7515
0.1204	6.0361	1002	0.5961	0.7864	0.5961	0.7721
0.1204	6.0482	1004	0.5839	0.7864	0.5839	0.7641
0.1204	6.0602	1006	0.5501	0.7864	0.5501	0.7417
0.1204	6.0723	1008	0.5465	0.7864	0.5465	0.7392
0.1204	6.0843	1010	0.5439	0.8028	0.5439	0.7375
0.1204	6.0964	1012	0.5704	0.7864	0.5704	0.7553
0.1204	6.1084	1014	0.5938	0.7864	0.5938	0.7706
0.1204	6.1205	1016	0.6169	0.7864	0.6169	0.7854
0.1204	6.1325	1018	0.6522	0.7864	0.6522	0.8076
0.1204	6.1446	1020	0.6528	0.7864	0.6528	0.8080
0.1204	6.1566	1022	0.6142	0.7864	0.6142	0.7837
0.1204	6.1687	1024	0.5781	0.7756	0.5781	0.7603
0.1204	6.1807	1026	0.5783	0.7756	0.5783	0.7604
0.1204	6.1928	1028	0.5571	0.7556	0.5571	0.7464
0.1204	6.2048	1030	0.5521	0.7556	0.5521	0.7430
0.1204	6.2169	1032	0.5998	0.7651	0.5998	0.7745
0.1204	6.2289	1034	0.6370	0.7651	0.6370	0.7981
0.1204	6.2410	1036	0.5971	0.7805	0.5971	0.7727
0.1204	6.2530	1038	0.5395	0.7805	0.5395	0.7345
0.1204	6.2651	1040	0.5460	0.7805	0.5460	0.7389
0.1204	6.2771	1042	0.6062	0.7805	0.6062	0.7786
0.1204	6.2892	1044	0.6709	0.7864	0.6709	0.8191
0.1204	6.3012	1046	0.6693	0.7864	0.6693	0.8181
0.1204	6.3133	1048	0.6486	0.7864	0.6486	0.8054
0.1204	6.3253	1050	0.5867	0.8028	0.5867	0.7660
0.1204	6.3373	1052	0.5811	0.8028	0.5811	0.7623
0.1204	6.3494	1054	0.5878	0.8028	0.5878	0.7667
0.1204	6.3614	1056	0.5847	0.8028	0.5847	0.7646
0.1204	6.3735	1058	0.5693	0.8028	0.5693	0.7545
0.1204	6.3855	1060	0.5832	0.8028	0.5832	0.7637
0.1204	6.3976	1062	0.5881	0.8028	0.5881	0.7668
0.1204	6.4096	1064	0.5799	0.8028	0.5799	0.7615
0.1204	6.4217	1066	0.5776	0.8028	0.5776	0.7600
0.1204	6.4337	1068	0.5578	0.8028	0.5578	0.7469
0.1204	6.4458	1070	0.5641	0.8028	0.5641	0.7511
0.1204	6.4578	1072	0.5698	0.8028	0.5698	0.7548
0.1204	6.4699	1074	0.5664	0.8028	0.5664	0.7526
0.1204	6.4819	1076	0.5314	0.7805	0.5314	0.7289
0.1204	6.4940	1078	0.5019	0.7464	0.5019	0.7085
0.1204	6.5060	1080	0.4953	0.7464	0.4953	0.7038
0.1204	6.5181	1082	0.5181	0.7805	0.5181	0.7198
0.1204	6.5301	1084	0.5252	0.8028	0.5252	0.7247
0.1204	6.5422	1086	0.5554	0.8028	0.5554	0.7453
0.1204	6.5542	1088	0.5402	0.8028	0.5402	0.7350
0.1204	6.5663	1090	0.5119	0.7692	0.5119	0.7154
0.1204	6.5783	1092	0.5203	0.7692	0.5203	0.7213
0.1204	6.5904	1094	0.5608	0.8028	0.5608	0.7488
0.1204	6.6024	1096	0.6397	0.7864	0.6397	0.7998
0.1204	6.6145	1098	0.6868	0.7864	0.6868	0.8287
0.1204	6.6265	1100	0.7414	0.8082	0.7414	0.8610
0.1204	6.6386	1102	0.7261	0.8082	0.7261	0.8521
0.1204	6.6506	1104	0.7068	0.7864	0.7068	0.8407
0.1204	6.6627	1106	0.6982	0.7864	0.6982	0.8356
0.1204	6.6747	1108	0.6706	0.7864	0.6706	0.8189
0.1204	6.6867	1110	0.5980	0.7864	0.5980	0.7733
0.1204	6.6988	1112	0.5482	0.7864	0.5482	0.7404
0.1204	6.7108	1114	0.5613	0.7864	0.5613	0.7492
0.1204	6.7229	1116	0.6030	0.7864	0.6030	0.7765
0.1204	6.7349	1118	0.6418	0.7864	0.6418	0.8011
0.1204	6.7470	1120	0.6533	0.7864	0.6533	0.8083
0.1204	6.7590	1122	0.6342	0.7864	0.6342	0.7963
0.1204	6.7711	1124	0.6087	0.7864	0.6087	0.7802
0.1204	6.7831	1126	0.5759	0.7864	0.5759	0.7589
0.1204	6.7952	1128	0.5407	0.7864	0.5407	0.7353
0.1204	6.8072	1130	0.5285	0.7556	0.5285	0.7270
0.1204	6.8193	1132	0.5106	0.7556	0.5106	0.7146
0.1204	6.8313	1134	0.5241	0.7756	0.5241	0.7240
0.1204	6.8434	1136	0.5414	0.7864	0.5414	0.7358
0.1204	6.8554	1138	0.5694	0.7864	0.5694	0.7546
0.1204	6.8675	1140	0.6435	0.7864	0.6435	0.8022
0.1204	6.8795	1142	0.7071	0.7864	0.7071	0.8409
0.1204	6.8916	1144	0.7450	0.7864	0.7450	0.8631
0.1204	6.9036	1146	0.7243	0.8082	0.7243	0.8511
0.1204	6.9157	1148	0.6494	0.7864	0.6494	0.8059
0.1204	6.9277	1150	0.5760	0.7692	0.5760	0.7589
0.1204	6.9398	1152	0.5273	0.7692	0.5273	0.7261
0.1204	6.9518	1154	0.5201	0.7692	0.5201	0.7212
0.1204	6.9639	1156	0.5433	0.7692	0.5433	0.7371
0.1204	6.9759	1158	0.5748	0.7535	0.5748	0.7581
0.1204	6.9880	1160	0.6009	0.7864	0.6009	0.7752
0.1204	7.0	1162	0.6064	0.7864	0.6064	0.7787
0.1204	7.0120	1164	0.6418	0.7864	0.6418	0.8011
0.1204	7.0241	1166	0.6509	0.7864	0.6509	0.8068
0.1204	7.0361	1168	0.6449	0.7864	0.6449	0.8031
0.1204	7.0482	1170	0.6191	0.7864	0.6191	0.7868
0.1204	7.0602	1172	0.5454	0.7864	0.5454	0.7385
0.1204	7.0723	1174	0.4935	0.7442	0.4935	0.7025
0.1204	7.0843	1176	0.4907	0.7036	0.4907	0.7005
0.1204	7.0964	1178	0.5128	0.7442	0.5128	0.7161
0.1204	7.1084	1180	0.5308	0.7864	0.5308	0.7286
0.1204	7.1205	1182	0.5339	0.7535	0.5339	0.7307
0.1204	7.1325	1184	0.5602	0.7864	0.5602	0.7484
0.1204	7.1446	1186	0.5748	0.7864	0.5748	0.7582
0.1204	7.1566	1188	0.6085	0.7864	0.6085	0.7801
0.1204	7.1687	1190	0.6080	0.7864	0.6080	0.7798
0.1204	7.1807	1192	0.6004	0.7864	0.6004	0.7749
0.1204	7.1928	1194	0.6363	0.7864	0.6363	0.7977
0.1204	7.2048	1196	0.6525	0.7864	0.6525	0.8078
0.1204	7.2169	1198	0.6506	0.7864	0.6506	0.8066
0.1204	7.2289	1200	0.6181	0.7535	0.6181	0.7862
0.1204	7.2410	1202	0.5672	0.7535	0.5672	0.7531
0.1204	7.2530	1204	0.5370	0.7535	0.5370	0.7328
0.1204	7.2651	1206	0.5440	0.7535	0.5440	0.7376
0.1204	7.2771	1208	0.5863	0.7535	0.5863	0.7657
0.1204	7.2892	1210	0.6383	0.8082	0.6383	0.7989
0.1204	7.3012	1212	0.6827	0.8082	0.6827	0.8263
0.1204	7.3133	1214	0.7081	0.8082	0.7081	0.8415
0.1204	7.3253	1216	0.6947	0.8082	0.6947	0.8335
0.1204	7.3373	1218	0.6449	0.8082	0.6449	0.8031
0.1204	7.3494	1220	0.5755	0.7535	0.5755	0.7586
0.1204	7.3614	1222	0.5361	0.7535	0.5361	0.7322
0.1204	7.3735	1224	0.5386	0.7535	0.5386	0.7339
0.1204	7.3855	1226	0.5623	0.7535	0.5623	0.7499
0.1204	7.3976	1228	0.5947	0.7535	0.5947	0.7711
0.1204	7.4096	1230	0.6258	0.7535	0.6258	0.7911
0.1204	7.4217	1232	0.6423	0.7864	0.6423	0.8015
0.1204	7.4337	1234	0.6079	0.7535	0.6079	0.7797
0.1204	7.4458	1236	0.5590	0.7535	0.5590	0.7476
0.1204	7.4578	1238	0.5331	0.7535	0.5331	0.7301
0.1204	7.4699	1240	0.5420	0.7535	0.5420	0.7362
0.1204	7.4819	1242	0.5509	0.7535	0.5509	0.7422
0.1204	7.4940	1244	0.5629	0.7535	0.5629	0.7503
0.1204	7.5060	1246	0.6098	0.7535	0.6098	0.7809
0.1204	7.5181	1248	0.6703	0.7864	0.6703	0.8187
0.1204	7.5301	1250	0.7083	0.7864	0.7083	0.8416
0.1204	7.5422	1252	0.6923	0.7864	0.6923	0.8320
0.1204	7.5542	1254	0.6416	0.7864	0.6416	0.8010
0.1204	7.5663	1256	0.5829	0.7864	0.5829	0.7635
0.1204	7.5783	1258	0.5527	0.7317	0.5527	0.7434
0.1204	7.5904	1260	0.5447	0.7237	0.5447	0.7381
0.1204	7.6024	1262	0.5467	0.7237	0.5467	0.7394
0.1204	7.6145	1264	0.5324	0.7317	0.5324	0.7297
0.1204	7.6265	1266	0.5477	0.7535	0.5477	0.7401
0.1204	7.6386	1268	0.5836	0.7535	0.5836	0.7639
0.1204	7.6506	1270	0.6288	0.7535	0.6288	0.7930
0.1204	7.6627	1272	0.6646	0.7864	0.6646	0.8152
0.1204	7.6747	1274	0.6726	0.7864	0.6726	0.8201
0.1204	7.6867	1276	0.6594	0.7535	0.6594	0.8120
0.1204	7.6988	1278	0.6181	0.7535	0.6181	0.7862
0.1204	7.7108	1280	0.5633	0.7535	0.5633	0.7505
0.1204	7.7229	1282	0.5157	0.7535	0.5157	0.7181
0.1204	7.7349	1284	0.5090	0.7535	0.5090	0.7134
0.1204	7.7470	1286	0.5257	0.7535	0.5257	0.7251
0.1204	7.7590	1288	0.5509	0.7535	0.5509	0.7422
0.1204	7.7711	1290	0.5955	0.7535	0.5955	0.7717
0.1204	7.7831	1292	0.6503	0.7535	0.6503	0.8064
0.1204	7.7952	1294	0.6607	0.7535	0.6607	0.8128
0.1204	7.8072	1296	0.6607	0.7864	0.6607	0.8128
0.1204	7.8193	1298	0.6572	0.7864	0.6572	0.8106
0.1204	7.8313	1300	0.6809	0.7864	0.6809	0.8252
0.1204	7.8434	1302	0.6683	0.7864	0.6683	0.8175
0.1204	7.8554	1304	0.6158	0.7535	0.6158	0.7847
0.1204	7.8675	1306	0.5569	0.7535	0.5569	0.7463
0.1204	7.8795	1308	0.5227	0.7317	0.5227	0.7230
0.1204	7.8916	1310	0.5042	0.7317	0.5042	0.7100
0.1204	7.9036	1312	0.4841	0.7317	0.4841	0.6957
0.1204	7.9157	1314	0.4765	0.7317	0.4765	0.6903
0.1204	7.9277	1316	0.4936	0.7317	0.4936	0.7026
0.1204	7.9398	1318	0.5272	0.7317	0.5272	0.7261
0.1204	7.9518	1320	0.5524	0.7535	0.5524	0.7433
0.1204	7.9639	1322	0.5588	0.7864	0.5588	0.7475
0.1204	7.9759	1324	0.5576	0.7864	0.5576	0.7467
0.1204	7.9880	1326	0.5381	0.7535	0.5381	0.7336
0.1204	8.0	1328	0.4936	0.7317	0.4936	0.7026
0.1204	8.0120	1330	0.4773	0.7464	0.4773	0.6908
0.1204	8.0241	1332	0.4937	0.7464	0.4937	0.7027
0.1204	8.0361	1334	0.5118	0.7535	0.5118	0.7154
0.1204	8.0482	1336	0.5469	0.7535	0.5469	0.7395
0.1204	8.0602	1338	0.5778	0.7535	0.5778	0.7601
0.1204	8.0723	1340	0.6425	0.7709	0.6425	0.8015
0.1204	8.0843	1342	0.7161	0.7709	0.7161	0.8462
0.1204	8.0964	1344	0.7376	0.7709	0.7376	0.8588
0.1204	8.1084	1346	0.7150	0.7709	0.7150	0.8456
0.1204	8.1205	1348	0.6682	0.7709	0.6682	0.8174
0.1204	8.1325	1350	0.6071	0.7758	0.6071	0.7792
0.1204	8.1446	1352	0.5455	0.7535	0.5455	0.7386
0.1204	8.1566	1354	0.5041	0.7692	0.5041	0.7100
0.1204	8.1687	1356	0.4959	0.7692	0.4959	0.7042
0.1204	8.1807	1358	0.4861	0.7692	0.4861	0.6972
0.1204	8.1928	1360	0.4858	0.7692	0.4858	0.6970
0.1204	8.2048	1362	0.5148	0.7535	0.5148	0.7175
0.1204	8.2169	1364	0.5329	0.7535	0.5329	0.7300
0.1204	8.2289	1366	0.5233	0.7535	0.5233	0.7234
0.1204	8.2410	1368	0.5208	0.7535	0.5208	0.7217
0.1204	8.2530	1370	0.5418	0.7535	0.5418	0.7361
0.1204	8.2651	1372	0.5758	0.7535	0.5758	0.7588
0.1204	8.2771	1374	0.6081	0.8082	0.6081	0.7798
0.1204	8.2892	1376	0.6465	0.7709	0.6465	0.8041
0.1204	8.3012	1378	0.6860	0.7709	0.6860	0.8283
0.1204	8.3133	1380	0.7192	0.7709	0.7192	0.8481
0.1204	8.3253	1382	0.7135	0.7709	0.7135	0.8447
0.1204	8.3373	1384	0.6816	0.7709	0.6816	0.8256
0.1204	8.3494	1386	0.6284	0.7348	0.6284	0.7927
0.1204	8.3614	1388	0.5866	0.7510	0.5866	0.7659
0.1204	8.3735	1390	0.5551	0.7266	0.5551	0.7451
0.1204	8.3855	1392	0.5403	0.7692	0.5403	0.7350
0.1204	8.3976	1394	0.5340	0.7692	0.5340	0.7307
0.1204	8.4096	1396	0.5465	0.7692	0.5465	0.7392
0.1204	8.4217	1398	0.5717	0.7535	0.5717	0.7561
0.1204	8.4337	1400	0.5975	0.7864	0.5975	0.7730
0.1204	8.4458	1402	0.6023	0.7864	0.6023	0.7761
0.1204	8.4578	1404	0.5899	0.7864	0.5899	0.7680
0.1204	8.4699	1406	0.5833	0.7864	0.5833	0.7637
0.1204	8.4819	1408	0.5739	0.7864	0.5739	0.7576
0.1204	8.4940	1410	0.5566	0.7535	0.5566	0.7460
0.1204	8.5060	1412	0.5282	0.7692	0.5282	0.7268
0.1204	8.5181	1414	0.4989	0.7692	0.4989	0.7064
0.1204	8.5301	1416	0.4959	0.7464	0.4959	0.7042
0.1204	8.5422	1418	0.5096	0.7692	0.5096	0.7138
0.1204	8.5542	1420	0.5342	0.7535	0.5342	0.7309
0.1204	8.5663	1422	0.5490	0.7864	0.5490	0.7409
0.1204	8.5783	1424	0.5420	0.7864	0.5420	0.7362
0.1204	8.5904	1426	0.5371	0.7864	0.5371	0.7329
0.1204	8.6024	1428	0.5282	0.7864	0.5282	0.7268
0.1204	8.6145	1430	0.5198	0.7651	0.5198	0.7210
0.1204	8.6265	1432	0.5258	0.7651	0.5258	0.7251
0.1204	8.6386	1434	0.5416	0.7864	0.5416	0.7360
0.1204	8.6506	1436	0.5419	0.7864	0.5419	0.7362
0.1204	8.6627	1438	0.5448	0.7864	0.5448	0.7381
0.1204	8.6747	1440	0.5405	0.7864	0.5405	0.7352
0.1204	8.6867	1442	0.5563	0.7864	0.5563	0.7459
0.1204	8.6988	1444	0.5717	0.7864	0.5717	0.7561
0.1204	8.7108	1446	0.5959	0.7864	0.5959	0.7720
0.1204	8.7229	1448	0.6072	0.7864	0.6072	0.7792
0.1204	8.7349	1450	0.6050	0.8082	0.6050	0.7778
0.1204	8.7470	1452	0.6159	0.8082	0.6159	0.7848
0.1204	8.7590	1454	0.6084	0.8082	0.6084	0.7800
0.1204	8.7711	1456	0.6065	0.8082	0.6065	0.7788
0.1204	8.7831	1458	0.5902	0.8082	0.5902	0.7682
0.1204	8.7952	1460	0.5859	0.8082	0.5859	0.7654
0.1204	8.8072	1462	0.5898	0.8082	0.5898	0.7680
0.1204	8.8193	1464	0.5797	0.7864	0.5797	0.7614
0.1204	8.8313	1466	0.5713	0.7535	0.5713	0.7558
0.1204	8.8434	1468	0.5605	0.7535	0.5605	0.7487
0.1204	8.8554	1470	0.5382	0.7535	0.5382	0.7336
0.1204	8.8675	1472	0.5233	0.7317	0.5233	0.7234
0.1204	8.8795	1474	0.5196	0.7317	0.5196	0.7208
0.1204	8.8916	1476	0.5340	0.7535	0.5340	0.7308
0.1204	8.9036	1478	0.5564	0.7535	0.5564	0.7460
0.1204	8.9157	1480	0.5662	0.7535	0.5662	0.7525
0.1204	8.9277	1482	0.5801	0.7535	0.5801	0.7616
0.1204	8.9398	1484	0.5892	0.7864	0.5892	0.7676
0.1204	8.9518	1486	0.5918	0.7535	0.5918	0.7693
0.1204	8.9639	1488	0.5979	0.7482	0.5979	0.7733
0.1204	8.9759	1490	0.6107	0.7709	0.6107	0.7815
0.1204	8.9880	1492	0.6106	0.7709	0.6106	0.7814
0.1204	9.0	1494	0.5911	0.7116	0.5911	0.7688
0.1204	9.0120	1496	0.5844	0.7116	0.5844	0.7645
0.1204	9.0241	1498	0.5711	0.7116	0.5711	0.7557
0.0694	9.0361	1500	0.5498	0.7116	0.5498	0.7415
0.0694	9.0482	1502	0.5302	0.7027	0.5302	0.7281
0.0694	9.0602	1504	0.5231	0.7027	0.5231	0.7232
0.0694	9.0723	1506	0.5295	0.7027	0.5295	0.7277
0.0694	9.0843	1508	0.5358	0.6889	0.5358	0.7320
0.0694	9.0964	1510	0.5494	0.6889	0.5494	0.7412
0.0694	9.1084	1512	0.5699	0.7116	0.5699	0.7549
0.0694	9.1205	1514	0.5910	0.7482	0.5910	0.7687
0.0694	9.1325	1516	0.5984	0.7482	0.5984	0.7735
0.0694	9.1446	1518	0.5994	0.7482	0.5994	0.7742
0.0694	9.1566	1520	0.6071	0.7482	0.6071	0.7792
0.0694	9.1687	1522	0.6093	0.7482	0.6093	0.7806
0.0694	9.1807	1524	0.6026	0.7864	0.6026	0.7763
0.0694	9.1928	1526	0.5943	0.7864	0.5943	0.7709
0.0694	9.2048	1528	0.5773	0.7864	0.5773	0.7598
0.0694	9.2169	1530	0.5511	0.7535	0.5511	0.7424
0.0694	9.2289	1532	0.5370	0.7317	0.5370	0.7328
0.0694	9.2410	1534	0.5330	0.7317	0.5330	0.7301
0.0694	9.2530	1536	0.5271	0.7317	0.5271	0.7260
0.0694	9.2651	1538	0.5310	0.7317	0.5310	0.7287
0.0694	9.2771	1540	0.5459	0.7535	0.5459	0.7388
0.0694	9.2892	1542	0.5638	0.7864	0.5638	0.7508
0.0694	9.3012	1544	0.5801	0.7864	0.5801	0.7616
0.0694	9.3133	1546	0.6061	0.7864	0.6061	0.7785
0.0694	9.3253	1548	0.6370	0.7482	0.6370	0.7981
0.0694	9.3373	1550	0.6557	0.7709	0.6557	0.8098
0.0694	9.3494	1552	0.6599	0.7709	0.6599	0.8123
0.0694	9.3614	1554	0.6504	0.7709	0.6504	0.8064
0.0694	9.3735	1556	0.6340	0.7482	0.6340	0.7962
0.0694	9.3855	1558	0.6134	0.7482	0.6134	0.7832
0.0694	9.3976	1560	0.6009	0.7482	0.6009	0.7752
0.0694	9.4096	1562	0.5887	0.7482	0.5887	0.7673
0.0694	9.4217	1564	0.5779	0.7116	0.5779	0.7602
0.0694	9.4337	1566	0.5676	0.7535	0.5676	0.7534
0.0694	9.4458	1568	0.5671	0.7116	0.5671	0.7530
0.0694	9.4578	1570	0.5733	0.7116	0.5733	0.7572
0.0694	9.4699	1572	0.5828	0.7116	0.5828	0.7634
0.0694	9.4819	1574	0.5948	0.7482	0.5948	0.7712
0.0694	9.4940	1576	0.5993	0.7482	0.5993	0.7741
0.0694	9.5060	1578	0.6021	0.7482	0.6021	0.7759
0.0694	9.5181	1580	0.6091	0.7482	0.6091	0.7805
0.0694	9.5301	1582	0.6100	0.7482	0.6100	0.7810
0.0694	9.5422	1584	0.6014	0.7482	0.6014	0.7755
0.0694	9.5542	1586	0.5969	0.7482	0.5969	0.7726
0.0694	9.5663	1588	0.5948	0.7482	0.5948	0.7712
0.0694	9.5783	1590	0.5887	0.7116	0.5887	0.7673
0.0694	9.5904	1592	0.5784	0.7116	0.5784	0.7605
0.0694	9.6024	1594	0.5694	0.7266	0.5694	0.7546
0.0694	9.6145	1596	0.5660	0.7692	0.5660	0.7524
0.0694	9.6265	1598	0.5632	0.7692	0.5632	0.7505
0.0694	9.6386	1600	0.5597	0.7692	0.5597	0.7481
0.0694	9.6506	1602	0.5582	0.7692	0.5582	0.7471
0.0694	9.6627	1604	0.5564	0.7692	0.5564	0.7459
0.0694	9.6747	1606	0.5586	0.7535	0.5586	0.7474
0.0694	9.6867	1608	0.5628	0.7535	0.5628	0.7502
0.0694	9.6988	1610	0.5690	0.7535	0.5690	0.7543
0.0694	9.7108	1612	0.5785	0.7864	0.5785	0.7606
0.0694	9.7229	1614	0.5835	0.7864	0.5835	0.7639
0.0694	9.7349	1616	0.5850	0.7864	0.5850	0.7648
0.0694	9.7470	1618	0.5851	0.7864	0.5851	0.7649
0.0694	9.7590	1620	0.5812	0.7864	0.5812	0.7624
0.0694	9.7711	1622	0.5781	0.7864	0.5781	0.7603
0.0694	9.7831	1624	0.5781	0.7864	0.5781	0.7603
0.0694	9.7952	1626	0.5766	0.7864	0.5766	0.7593
0.0694	9.8072	1628	0.5769	0.7864	0.5769	0.7595
0.0694	9.8193	1630	0.5792	0.7864	0.5792	0.7611
0.0694	9.8313	1632	0.5832	0.7864	0.5832	0.7637
0.0694	9.8434	1634	0.5882	0.7864	0.5882	0.7669
0.0694	9.8554	1636	0.5918	0.7864	0.5918	0.7693
0.0694	9.8675	1638	0.5940	0.7864	0.5940	0.7707
0.0694	9.8795	1640	0.5963	0.7864	0.5963	0.7722
0.0694	9.8916	1642	0.5975	0.7864	0.5975	0.7730
0.0694	9.9036	1644	0.5980	0.7864	0.5980	0.7733
0.0694	9.9157	1646	0.5982	0.7864	0.5982	0.7734
0.0694	9.9277	1648	0.5979	0.7864	0.5979	0.7733
0.0694	9.9398	1650	0.5988	0.7864	0.5988	0.7739
0.0694	9.9518	1652	0.5990	0.7864	0.5990	0.7740
0.0694	9.9639	1654	0.5996	0.7864	0.5996	0.7743
0.0694	9.9759	1656	0.5997	0.7864	0.5997	0.7744
0.0694	9.9880	1658	0.5996	0.7864	0.5996	0.7744
0.0694	10.0	1660	0.5995	0.7864	0.5995	0.7743

Framework versions

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