Arabic_FineTuningAraBERT_AugV5_k60_task3_organization_fold1

MayBashendy/Arabic_FineTuningAraBERT_AugV5_k60_task3_organization_fold1

Arabic_FineTuningAraBERT_AugV5_k60_task3_organization_fold1 is a text classification model from MayBashendy. Use it when you need a label for a piece of text. It is set up for transformers.

should probably proofread and complete it, then remove this comment. --

Downloads · 30 days

26% of all-time downloads

All-time downloads

Public

Parameters

135M

2.7 GB on disk

Likes

Public

Hugging Face

Repo makeup

Click a slice to open those files.

.safetensors541 MB · 100%

At a glance

Task: Text Classification
Library: transformers
Model type: bert
Access: Public
Created: Nov 25, 2024
Updated: Nov 25, 2024
SHA: 9ce245e7

Try a prompt

Base models

aubmindlab/bert-base-arabertv02

Model card

From the Hugging Face model README

Arabic_FineTuningAraBERT_AugV5_k60_task3_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: 0.7118
Qwk: 0.1538
Mse: 0.7118
Rmse: 0.8437

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	0.0084	2	6.7161	0.0647	6.7161	2.5915
No log	0.0167	4	2.5951	0.1692	2.5951	1.6109
No log	0.0251	6	1.4517	0.0	1.4517	1.2049
No log	0.0335	8	0.7119	-0.0421	0.7119	0.8438
No log	0.0418	10	0.7301	0.2443	0.7301	0.8545
No log	0.0502	12	0.7671	0.2143	0.7671	0.8758
No log	0.0586	14	0.6755	0.1538	0.6755	0.8219
No log	0.0669	16	0.6814	0.2326	0.6814	0.8255
No log	0.0753	18	0.7672	-0.0916	0.7672	0.8759
No log	0.0837	20	0.8158	0.1646	0.8158	0.9032
No log	0.0921	22	1.0666	0.0	1.0666	1.0327
No log	0.1004	24	1.1011	0.0	1.1011	1.0494
No log	0.1088	26	1.1199	0.0	1.1199	1.0582
No log	0.1172	28	0.9066	0.0	0.9066	0.9521
No log	0.1255	30	0.7847	0.0571	0.7847	0.8858
No log	0.1339	32	0.8209	0.1437	0.8209	0.9060
No log	0.1423	34	0.9472	0.0	0.9472	0.9733
No log	0.1506	36	1.1047	0.0	1.1047	1.0511
No log	0.1590	38	1.3277	0.0	1.3277	1.1523
No log	0.1674	40	1.1742	0.0	1.1742	1.0836
No log	0.1757	42	0.8648	0.0	0.8648	0.9300
No log	0.1841	44	0.8141	0.1646	0.8141	0.9022
No log	0.1925	46	0.9263	0.0	0.9263	0.9624
No log	0.2008	48	0.9499	0.0	0.9499	0.9746
No log	0.2092	50	1.4708	0.0	1.4708	1.2128
No log	0.2176	52	1.6961	0.0	1.6961	1.3024
No log	0.2259	54	1.2353	0.0	1.2353	1.1114
No log	0.2343	56	0.8292	0.1646	0.8292	0.9106
No log	0.2427	58	0.6191	0.0	0.6191	0.7868
No log	0.2510	60	0.6493	0.0	0.6493	0.8058
No log	0.2594	62	0.7967	0.2143	0.7967	0.8926
No log	0.2678	64	0.8425	0.0	0.8425	0.9179
No log	0.2762	66	0.7845	0.1646	0.7845	0.8857
No log	0.2845	68	0.7839	0.1646	0.7839	0.8854
No log	0.2929	70	0.8077	0.1646	0.8077	0.8987
No log	0.3013	72	0.8563	0.0	0.8563	0.9254
No log	0.3096	74	0.8766	0.0	0.8766	0.9363
No log	0.3180	76	1.0965	0.0	1.0965	1.0472
No log	0.3264	78	1.1166	0.0	1.1166	1.0567
No log	0.3347	80	0.7880	0.1646	0.7880	0.8877
No log	0.3431	82	0.5959	0.0	0.5959	0.7719
No log	0.3515	84	0.6065	0.0	0.6065	0.7788
No log	0.3598	86	0.6758	0.1895	0.6758	0.8221
No log	0.3682	88	0.9088	0.0	0.9088	0.9533
No log	0.3766	90	1.1055	0.0	1.1055	1.0514
No log	0.3849	92	1.0128	0.0	1.0128	1.0064
No log	0.3933	94	0.9270	0.0	0.9270	0.9628
No log	0.4017	96	0.8522	0.1437	0.8522	0.9231
No log	0.4100	98	0.9106	0.0	0.9106	0.9543
No log	0.4184	100	0.8072	0.1879	0.8072	0.8985
No log	0.4268	102	0.9576	0.0	0.9576	0.9786
No log	0.4351	104	1.4231	0.0	1.4231	1.1929
No log	0.4435	106	1.5565	0.0	1.5565	1.2476
No log	0.4519	108	1.1261	0.0	1.1261	1.0612
No log	0.4603	110	0.6920	0.5133	0.6920	0.8319
No log	0.4686	112	0.6589	0.5133	0.6589	0.8117
No log	0.4770	114	0.6892	0.5133	0.6892	0.8302
No log	0.4854	116	0.6582	0.5133	0.6582	0.8113
No log	0.4937	118	0.5950	0.6526	0.5950	0.7714
No log	0.5021	120	0.6035	0.6526	0.6035	0.7768
No log	0.5105	122	0.7113	-0.2791	0.7113	0.8434
No log	0.5188	124	0.8327	-0.2791	0.8327	0.9125
No log	0.5272	126	0.8919	-0.2791	0.8919	0.9444
No log	0.5356	128	0.6568	-0.0421	0.6568	0.8104
No log	0.5439	130	0.5717	0.5769	0.5717	0.7561
No log	0.5523	132	0.8579	0.3038	0.8579	0.9262
No log	0.5607	134	0.7746	0.3038	0.7746	0.8801
No log	0.5690	136	0.6461	0.2326	0.6461	0.8038
No log	0.5774	138	1.0171	-0.4808	1.0171	1.0085
No log	0.5858	140	1.2214	-0.4426	1.2214	1.1052
No log	0.5941	142	1.1263	-0.2655	1.1263	1.0613
No log	0.6025	144	0.7633	-0.0421	0.7633	0.8736
No log	0.6109	146	0.9139	-0.2692	0.9139	0.9560
No log	0.6192	148	2.1917	-0.5118	2.1917	1.4804
No log	0.6276	150	2.1343	-0.5248	2.1343	1.4609
No log	0.6360	152	0.5742	0.6526	0.5742	0.7578
No log	0.6444	154	0.7399	0.4211	0.7399	0.8602
No log	0.6527	156	0.5233	0.4568	0.5233	0.7234
No log	0.6611	158	0.8325	-0.2692	0.8325	0.9124
No log	0.6695	160	1.5425	-0.5053	1.5425	1.2420
No log	0.6778	162	1.0186	-0.5053	1.0186	1.0093
No log	0.6862	164	0.5954	0.2326	0.5954	0.7716
No log	0.6946	166	0.4050	0.2326	0.4050	0.6364
No log	0.7029	168	0.3840	0.1895	0.3840	0.6197
No log	0.7113	170	0.6571	0.0	0.6571	0.8106
No log	0.7197	172	1.0448	-0.2791	1.0448	1.0222
No log	0.7280	174	0.9218	-0.2791	0.9218	0.9601
No log	0.7364	176	0.6313	0.2326	0.6313	0.7945
No log	0.7448	178	0.4283	0.1895	0.4283	0.6545
No log	0.7531	180	0.4332	0.5769	0.4332	0.6581
No log	0.7615	182	0.6867	0.2326	0.6867	0.8287
No log	0.7699	184	1.1301	-0.5053	1.1301	1.0631
No log	0.7782	186	1.0757	-0.2791	1.0757	1.0372
No log	0.7866	188	0.7267	-0.0421	0.7267	0.8524
No log	0.7950	190	0.5527	0.1895	0.5527	0.7435
No log	0.8033	192	0.5986	0.2326	0.5986	0.7737
No log	0.8117	194	0.6830	0.2326	0.6830	0.8265
No log	0.8201	196	0.6922	0.2326	0.6922	0.8320
No log	0.8285	198	0.7463	0.2143	0.7463	0.8639
No log	0.8368	200	0.5119	0.3419	0.5119	0.7155
No log	0.8452	202	0.4346	0.5417	0.4346	0.6593
No log	0.8536	204	0.4120	0.5417	0.4120	0.6419
No log	0.8619	206	0.3799	0.4444	0.3799	0.6164
No log	0.8703	208	0.6642	0.3444	0.6642	0.8150
No log	0.8787	210	0.5247	0.56	0.5247	0.7244
No log	0.8870	212	0.4511	0.2326	0.4511	0.6716
No log	0.8954	214	0.4944	0.2326	0.4944	0.7031
No log	0.9038	216	0.5909	0.2222	0.5909	0.7687
No log	0.9121	218	0.4833	0.2326	0.4833	0.6952
No log	0.9205	220	0.5276	0.2326	0.5276	0.7264
No log	0.9289	222	0.7094	0.0222	0.7094	0.8423
No log	0.9372	224	0.8293	0.0222	0.8293	0.9107
No log	0.9456	226	0.6962	0.0	0.6962	0.8344
No log	0.9540	228	0.7088	0.0	0.7088	0.8419
No log	0.9623	230	0.6571	0.0	0.6571	0.8106
No log	0.9707	232	0.6407	0.0222	0.6407	0.8004
No log	0.9791	234	0.7061	0.2524	0.7061	0.8403
No log	0.9874	236	0.5721	0.4444	0.5721	0.7564
No log	0.9958	238	0.5787	0.4444	0.5787	0.7607
No log	1.0042	240	0.6740	0.2524	0.6740	0.8210
No log	1.0126	242	0.6544	0.4310	0.6544	0.8090
No log	1.0209	244	0.5582	0.4444	0.5582	0.7471
No log	1.0293	246	0.5715	0.1538	0.5715	0.7560
No log	1.0377	248	0.5752	0.1538	0.5752	0.7584
No log	1.0460	250	0.7199	0.0704	0.7199	0.8485
No log	1.0544	252	0.8383	0.0774	0.8383	0.9156
No log	1.0628	254	0.7084	0.2029	0.7084	0.8417
No log	1.0711	256	0.6461	0.56	0.6461	0.8038
No log	1.0795	258	0.6219	0.56	0.6219	0.7886
No log	1.0879	260	0.7533	0.1987	0.7533	0.8679
No log	1.0962	262	0.6827	0.4107	0.6827	0.8263
No log	1.1046	264	0.6486	0.4107	0.6486	0.8054
No log	1.1130	266	0.7970	-0.3276	0.7970	0.8927
No log	1.1213	268	0.7084	0.2326	0.7084	0.8417
No log	1.1297	270	0.5452	0.2326	0.5452	0.7384
No log	1.1381	272	0.5754	0.2326	0.5754	0.7585
No log	1.1464	274	0.9031	-0.3883	0.9031	0.9503
No log	1.1548	276	1.0084	-0.3883	1.0084	1.0042
No log	1.1632	278	0.8335	-0.3276	0.8335	0.9130
No log	1.1715	280	0.5407	0.2326	0.5407	0.7353
No log	1.1799	282	0.5365	0.1895	0.5365	0.7325
No log	1.1883	284	0.6865	0.2222	0.6865	0.8286
No log	1.1967	286	1.1191	-0.1786	1.1191	1.0579
No log	1.2050	288	1.2107	-0.1786	1.2107	1.1003
No log	1.2134	290	1.0624	-0.1786	1.0624	1.0307
No log	1.2218	292	0.5933	0.4444	0.5933	0.7703
No log	1.2301	294	0.5142	0.1895	0.5142	0.7170
No log	1.2385	296	0.5124	0.2326	0.5124	0.7158
No log	1.2469	298	0.6883	0.2414	0.6883	0.8296
No log	1.2552	300	0.9401	-0.0645	0.9401	0.9696
No log	1.2636	302	0.8402	-0.1085	0.8402	0.9166
No log	1.2720	304	0.6553	0.4107	0.6553	0.8095
No log	1.2803	306	0.7061	0.2143	0.7061	0.8403
No log	1.2887	308	0.7534	0.0388	0.7534	0.8680
No log	1.2971	310	0.8611	-0.3276	0.8611	0.9280
No log	1.3054	312	0.8133	-0.3276	0.8133	0.9018
No log	1.3138	314	0.6023	0.2222	0.6023	0.7761
No log	1.3222	316	0.5693	0.2222	0.5693	0.7545
No log	1.3305	318	0.6567	0.2222	0.6567	0.8104
No log	1.3389	320	0.8591	-0.3276	0.8591	0.9269
No log	1.3473	322	1.0006	-0.4667	1.0006	1.0003
No log	1.3556	324	1.0115	-0.2791	1.0115	1.0057
No log	1.3640	326	0.9064	-0.2791	0.9064	0.9521
No log	1.3724	328	0.7814	0.0	0.7814	0.8840
No log	1.3808	330	0.6320	0.2326	0.6320	0.7950
No log	1.3891	332	0.6006	0.2326	0.6006	0.7750
No log	1.3975	334	0.5837	0.2326	0.5837	0.7640
No log	1.4059	336	0.6770	0.0	0.6770	0.8228
No log	1.4142	338	0.9019	0.0	0.9019	0.9497
No log	1.4226	340	1.0005	-0.3883	1.0005	1.0002
No log	1.4310	342	0.9550	-0.3276	0.9550	0.9772
No log	1.4393	344	0.7675	0.0	0.7675	0.8761
No log	1.4477	346	0.6199	0.0	0.6199	0.7873
No log	1.4561	348	0.6133	0.2326	0.6133	0.7831
No log	1.4644	350	0.6153	0.0	0.6153	0.7844
No log	1.4728	352	0.6164	0.0	0.6164	0.7851
No log	1.4812	354	0.6342	0.0	0.6342	0.7964
No log	1.4895	356	0.6315	0.0	0.6315	0.7947
No log	1.4979	358	0.6668	0.0	0.6668	0.8166
No log	1.5063	360	0.6654	0.0	0.6654	0.8157
No log	1.5146	362	0.6303	0.2326	0.6303	0.7939
No log	1.5230	364	0.6429	0.2222	0.6429	0.8018
No log	1.5314	366	0.6055	0.2326	0.6055	0.7781
No log	1.5397	368	0.5789	0.2326	0.5789	0.7609
No log	1.5481	370	0.5730	0.2326	0.5730	0.7570
No log	1.5565	372	0.6534	0.4107	0.6534	0.8083
No log	1.5649	374	0.7879	0.1987	0.7879	0.8876
No log	1.5732	376	0.7408	0.56	0.7408	0.8607
No log	1.5816	378	0.6167	0.2326	0.6167	0.7853
No log	1.5900	380	0.6598	0.0222	0.6598	0.8123
No log	1.5983	382	0.7173	0.0222	0.7173	0.8469
No log	1.6067	384	0.6783	0.0222	0.6783	0.8236
No log	1.6151	386	0.5692	0.0	0.5692	0.7544
No log	1.6234	388	0.4973	0.2326	0.4973	0.7052
No log	1.6318	390	0.5155	0.2326	0.5155	0.7180
No log	1.6402	392	0.5736	0.1895	0.5736	0.7573
No log	1.6485	394	0.5284	0.2326	0.5284	0.7269
No log	1.6569	396	0.5678	0.2326	0.5678	0.7535
No log	1.6653	398	0.7001	0.2524	0.7001	0.8367
No log	1.6736	400	0.6305	0.4107	0.6305	0.7941
No log	1.6820	402	0.6029	0.1895	0.6029	0.7765
No log	1.6904	404	0.6233	0.4107	0.6233	0.7895
No log	1.6987	406	0.7238	0.4107	0.7238	0.8508
No log	1.7071	408	0.7407	0.0222	0.7407	0.8606
No log	1.7155	410	0.6839	0.0	0.6839	0.8270
No log	1.7238	412	0.6127	0.2326	0.6127	0.7828
No log	1.7322	414	0.5960	0.2326	0.5960	0.7720
No log	1.7406	416	0.6171	0.1239	0.6171	0.7855
No log	1.7490	418	0.6286	0.0763	0.6286	0.7929
No log	1.7573	420	0.5867	0.1895	0.5867	0.7659
No log	1.7657	422	0.5447	0.2326	0.5447	0.7380
No log	1.7741	424	0.6084	0.0	0.6084	0.7800
No log	1.7824	426	0.6460	0.0222	0.6460	0.8037
No log	1.7908	428	0.5411	0.2326	0.5411	0.7356
No log	1.7992	430	0.5233	0.2326	0.5233	0.7234
No log	1.8075	432	0.5452	0.3889	0.5452	0.7384
No log	1.8159	434	0.5505	0.5075	0.5505	0.7419
No log	1.8243	436	0.6399	0.56	0.6399	0.7999
No log	1.8326	438	0.9054	0.0774	0.9054	0.9515
No log	1.8410	440	0.8728	0.0774	0.8728	0.9342
No log	1.8494	442	0.8317	0.0774	0.8317	0.9120
No log	1.8577	444	0.5693	0.6071	0.5693	0.7545
No log	1.8661	446	0.5996	0.0763	0.5996	0.7743
No log	1.8745	448	0.6066	0.0763	0.6066	0.7789
No log	1.8828	450	0.5468	0.1895	0.5468	0.7394
No log	1.8912	452	0.5565	0.2326	0.5565	0.7460
No log	1.8996	454	0.5465	0.2326	0.5465	0.7393
No log	1.9079	456	0.4832	0.2326	0.4832	0.6951
No log	1.9163	458	0.5214	0.1239	0.5214	0.7221
No log	1.9247	460	0.5820	0.0763	0.5820	0.7629
No log	1.9331	462	0.4839	0.1895	0.4839	0.6957
No log	1.9414	464	0.4780	0.2326	0.4780	0.6914
No log	1.9498	466	0.4848	0.2326	0.4848	0.6963
No log	1.9582	468	0.4894	0.1895	0.4894	0.6996
No log	1.9665	470	0.5198	0.1895	0.5198	0.7210
No log	1.9749	472	0.5713	0.1239	0.5713	0.7558
No log	1.9833	474	0.5234	0.1895	0.5234	0.7235
No log	1.9916	476	0.5215	0.2326	0.5215	0.7221
No log	2.0	478	0.5765	0.0	0.5765	0.7593
No log	2.0084	480	0.5572	0.2326	0.5572	0.7465
No log	2.0167	482	0.5769	0.1895	0.5769	0.7595
No log	2.0251	484	0.6077	0.1239	0.6077	0.7796
No log	2.0335	486	0.5586	0.1895	0.5586	0.7474
No log	2.0418	488	0.5453	0.2326	0.5453	0.7385
No log	2.0502	490	0.5391	0.2667	0.5391	0.7342
No log	2.0586	492	0.5000	0.4444	0.5000	0.7071
No log	2.0669	494	0.4877	0.4444	0.4877	0.6983
No log	2.0753	496	0.4434	0.4444	0.4434	0.6659
No log	2.0837	498	0.4373	0.4444	0.4373	0.6613
0.4771	2.0921	500	0.4391	0.4444	0.4391	0.6627
0.4771	2.1004	502	0.4663	0.2326	0.4663	0.6828
0.4771	2.1088	504	0.4996	0.1538	0.4996	0.7068
0.4771	2.1172	506	0.5046	0.1538	0.5046	0.7103
0.4771	2.1255	508	0.4426	0.2326	0.4426	0.6653
0.4771	2.1339	510	0.5291	0.6071	0.5291	0.7274
0.4771	2.1423	512	0.5291	0.6071	0.5291	0.7274
0.4771	2.1506	514	0.4547	0.6071	0.4547	0.6743
0.4771	2.1590	516	0.5970	0.0984	0.5970	0.7726
0.4771	2.1674	518	0.7822	0.1637	0.7822	0.8844
0.4771	2.1757	520	0.7174	0.0571	0.7174	0.8470
0.4771	2.1841	522	0.5309	0.1239	0.5309	0.7286
0.4771	2.1925	524	0.5131	0.2326	0.5131	0.7163
0.4771	2.2008	526	0.5565	0.2326	0.5565	0.7460
0.4771	2.2092	528	0.5310	0.2326	0.5310	0.7287
0.4771	2.2176	530	0.5108	0.2326	0.5108	0.7147
0.4771	2.2259	532	0.5922	0.0984	0.5922	0.7696
0.4771	2.2343	534	0.6104	0.0984	0.6104	0.7813
0.4771	2.2427	536	0.5263	0.1895	0.5263	0.7255
0.4771	2.2510	538	0.5029	0.2326	0.5029	0.7092
0.4771	2.2594	540	0.5324	0.2326	0.5324	0.7296
0.4771	2.2678	542	0.5075	0.2326	0.5075	0.7124
0.4771	2.2762	544	0.4725	0.2326	0.4725	0.6874
0.4771	2.2845	546	0.4708	0.2326	0.4708	0.6861
0.4771	2.2929	548	0.4523	0.2326	0.4523	0.6726
0.4771	2.3013	550	0.4519	0.2326	0.4519	0.6723
0.4771	2.3096	552	0.4635	0.4444	0.4635	0.6808
0.4771	2.3180	554	0.4331	0.2326	0.4331	0.6581
0.4771	2.3264	556	0.4255	0.2326	0.4255	0.6523
0.4771	2.3347	558	0.4340	0.2326	0.4340	0.6588
0.4771	2.3431	560	0.4514	0.2326	0.4514	0.6719
0.4771	2.3515	562	0.4411	0.2326	0.4411	0.6642
0.4771	2.3598	564	0.4502	0.2326	0.4502	0.6710
0.4771	2.3682	566	0.5110	0.6071	0.5110	0.7148
0.4771	2.3766	568	0.5298	0.6071	0.5298	0.7279
0.4771	2.3849	570	0.5346	0.6071	0.5346	0.7311
0.4771	2.3933	572	0.5512	0.6071	0.5512	0.7424
0.4771	2.4017	574	0.5996	0.6071	0.5996	0.7743
0.4771	2.4100	576	0.6854	0.2222	0.6854	0.8279
0.4771	2.4184	578	0.8089	-0.1440	0.8089	0.8994
0.4771	2.4268	580	0.7567	-0.2222	0.7567	0.8699
0.4771	2.4351	582	0.6300	0.2326	0.6300	0.7938
0.4771	2.4435	584	0.6266	0.1538	0.6266	0.7916
0.4771	2.4519	586	0.6029	0.1895	0.6029	0.7765
0.4771	2.4603	588	0.6575	0.2326	0.6575	0.8109
0.4771	2.4686	590	0.8351	0.0435	0.8351	0.9139
0.4771	2.4770	592	0.8680	0.0530	0.8680	0.9317
0.4771	2.4854	594	0.7198	0.0320	0.7198	0.8484
0.4771	2.4937	596	0.6597	0.2222	0.6597	0.8122
0.4771	2.5021	598	0.6659	0.2222	0.6659	0.8161
0.4771	2.5105	600	0.6725	0.2222	0.6725	0.8201
0.4771	2.5188	602	0.6590	0.2222	0.6590	0.8118
0.4771	2.5272	604	0.6395	0.1895	0.6395	0.7997
0.4771	2.5356	606	0.6308	0.1895	0.6308	0.7942
0.4771	2.5439	608	0.6268	0.1895	0.6268	0.7917
0.4771	2.5523	610	0.6527	0.2222	0.6527	0.8079
0.4771	2.5607	612	0.6676	0.4107	0.6676	0.8171
0.4771	2.5690	614	0.7295	-0.1786	0.7295	0.8541
0.4771	2.5774	616	0.7702	-0.1786	0.7702	0.8776
0.4771	2.5858	618	0.7769	-0.1786	0.7769	0.8814
0.4771	2.5941	620	0.8180	-0.2222	0.8180	0.9044
0.4771	2.6025	622	0.7379	-0.2222	0.7379	0.8590
0.4771	2.6109	624	0.6729	0.2326	0.6729	0.8203
0.4771	2.6192	626	0.7102	-0.2222	0.7102	0.8427
0.4771	2.6276	628	0.7391	-0.2222	0.7391	0.8597
0.4771	2.6360	630	0.8595	-0.1786	0.8595	0.9271
0.4771	2.6444	632	0.9040	-0.1786	0.9040	0.9508
0.4771	2.6527	634	0.7403	-0.2222	0.7403	0.8604
0.4771	2.6611	636	0.5858	0.2326	0.5858	0.7654
0.4771	2.6695	638	0.5508	0.2326	0.5508	0.7422
0.4771	2.6778	640	0.5319	0.2326	0.5319	0.7293
0.4771	2.6862	642	0.5316	0.2326	0.5316	0.7291
0.4771	2.6946	644	0.5792	0.2326	0.5792	0.7610
0.4771	2.7029	646	0.5299	0.2326	0.5299	0.7280
0.4771	2.7113	648	0.4991	0.2326	0.4991	0.7064
0.4771	2.7197	650	0.4971	0.2326	0.4971	0.7050
0.4771	2.7280	652	0.4970	0.2326	0.4970	0.7050
0.4771	2.7364	654	0.5063	0.2326	0.5063	0.7115
0.4771	2.7448	656	0.5790	0.1538	0.5790	0.7609
0.4771	2.7531	658	0.5860	0.1538	0.5860	0.7655
0.4771	2.7615	660	0.5470	0.1895	0.5470	0.7396
0.4771	2.7699	662	0.6530	0.4444	0.6530	0.8081
0.4771	2.7782	664	0.7235	0.0320	0.7235	0.8506
0.4771	2.7866	666	0.6625	0.2326	0.6625	0.8139
0.4771	2.7950	668	0.5750	0.2326	0.5750	0.7583
0.4771	2.8033	670	0.6291	0.1895	0.6291	0.7931
0.4771	2.8117	672	0.6702	0.2092	0.6702	0.8186
0.4771	2.8201	674	0.5759	0.1895	0.5759	0.7589
0.4771	2.8285	676	0.5591	0.2326	0.5591	0.7477
0.4771	2.8368	678	0.6529	0.4444	0.6529	0.8080
0.4771	2.8452	680	0.6989	0.0179	0.6989	0.8360
0.4771	2.8536	682	0.6237	0.2326	0.6237	0.7898
0.4771	2.8619	684	0.5530	0.2326	0.5530	0.7436
0.4771	2.8703	686	0.5951	0.1538	0.5951	0.7714
0.4771	2.8787	688	0.6003	0.1538	0.6003	0.7748
0.4771	2.8870	690	0.5564	0.2326	0.5564	0.7459
0.4771	2.8954	692	0.5624	0.2326	0.5624	0.7500
0.4771	2.9038	694	0.6129	0.1239	0.6129	0.7829
0.4771	2.9121	696	0.6075	0.1239	0.6075	0.7795
0.4771	2.9205	698	0.5268	0.2326	0.5268	0.7258
0.4771	2.9289	700	0.5172	0.2326	0.5172	0.7192
0.4771	2.9372	702	0.5224	0.2326	0.5224	0.7228
0.4771	2.9456	704	0.5127	0.2326	0.5127	0.7160
0.4771	2.9540	706	0.5287	0.2326	0.5287	0.7271
0.4771	2.9623	708	0.5394	0.2326	0.5394	0.7344
0.4771	2.9707	710	0.5447	0.2326	0.5447	0.7380
0.4771	2.9791	712	0.5840	0.2326	0.5840	0.7642
0.4771	2.9874	714	0.6438	0.1239	0.6438	0.8023
0.4771	2.9958	716	0.6760	0.0571	0.6760	0.8222
0.4771	3.0042	718	0.6397	0.1239	0.6397	0.7998
0.4771	3.0126	720	0.5467	0.1895	0.5467	0.7394
0.4771	3.0209	722	0.5070	0.2326	0.5070	0.7120
0.4771	3.0293	724	0.5164	0.2326	0.5164	0.7186
0.4771	3.0377	726	0.5306	0.2326	0.5306	0.7284
0.4771	3.0460	728	0.5518	0.2326	0.5518	0.7428
0.4771	3.0544	730	0.5565	0.2326	0.5565	0.7460
0.4771	3.0628	732	0.5854	0.1895	0.5854	0.7651
0.4771	3.0711	734	0.6952	0.1239	0.6952	0.8338
0.4771	3.0795	736	0.7655	0.0763	0.7655	0.8749
0.4771	3.0879	738	0.6742	0.1895	0.6742	0.8211
0.4771	3.0962	740	0.5641	0.2326	0.5641	0.7511
0.4771	3.1046	742	0.5797	0.2326	0.5797	0.7614
0.4771	3.1130	744	0.5947	0.2326	0.5947	0.7712
0.4771	3.1213	746	0.5935	0.2326	0.5935	0.7704
0.4771	3.1297	748	0.6122	0.2326	0.6122	0.7824
0.4771	3.1381	750	0.6262	0.2326	0.6262	0.7913
0.4771	3.1464	752	0.6671	0.2326	0.6671	0.8168
0.4771	3.1548	754	0.6995	-0.2222	0.6995	0.8364
0.4771	3.1632	756	0.7156	-0.2222	0.7156	0.8459
0.4771	3.1715	758	0.6734	0.2326	0.6734	0.8206
0.4771	3.1799	760	0.6604	0.1895	0.6604	0.8127
0.4771	3.1883	762	0.7416	0.1538	0.7416	0.8611
0.4771	3.1967	764	0.7682	0.1538	0.7682	0.8764
0.4771	3.2050	766	0.6646	0.1895	0.6646	0.8152
0.4771	3.2134	768	0.7202	0.0179	0.7202	0.8486
0.4771	3.2218	770	0.7803	0.1987	0.7803	0.8834
0.4771	3.2301	772	0.7160	0.0179	0.7160	0.8462
0.4771	3.2385	774	0.8413	0.0984	0.8413	0.9172
0.4771	3.2469	776	1.0454	0.0351	1.0454	1.0224
0.4771	3.2552	778	1.0605	0.0222	1.0605	1.0298
0.4771	3.2636	780	0.8228	0.1538	0.8228	0.9071
0.4771	3.2720	782	0.6524	0.2326	0.6524	0.8077
0.4771	3.2803	784	0.6689	0.2326	0.6689	0.8178
0.4771	3.2887	786	0.6735	0.2326	0.6735	0.8207
0.4771	3.2971	788	0.6478	0.2326	0.6478	0.8049
0.4771	3.3054	790	0.6396	0.2326	0.6396	0.7997
0.4771	3.3138	792	0.6444	0.2326	0.6444	0.8028
0.4771	3.3222	794	0.6519	0.2326	0.6519	0.8074
0.4771	3.3305	796	0.6573	0.2326	0.6573	0.8107
0.4771	3.3389	798	0.6506	0.2326	0.6506	0.8066
0.4771	3.3473	800	0.6509	0.2326	0.6509	0.8068
0.4771	3.3556	802	0.6425	0.2326	0.6425	0.8015
0.4771	3.3640	804	0.6473	0.2326	0.6473	0.8046
0.4771	3.3724	806	0.6626	0.2080	0.6626	0.8140
0.4771	3.3808	808	0.6600	0.2080	0.6600	0.8124
0.4771	3.3891	810	0.6132	0.2326	0.6132	0.7831
0.4771	3.3975	812	0.6186	0.1895	0.6186	0.7865
0.4771	3.4059	814	0.6268	0.1895	0.6268	0.7917
0.4771	3.4142	816	0.6139	0.2326	0.6139	0.7835
0.4771	3.4226	818	0.6541	0.2326	0.6541	0.8088
0.4771	3.4310	820	0.8094	0.0704	0.8094	0.8997
0.4771	3.4393	822	0.9036	0.0833	0.9036	0.9506
0.4771	3.4477	824	0.8684	0.0833	0.8684	0.9319
0.4771	3.4561	826	0.8093	0.0179	0.8093	0.8996
0.4771	3.4644	828	0.7708	-0.2222	0.7708	0.8780
0.4771	3.4728	830	0.7334	0.1895	0.7334	0.8564
0.4771	3.4812	832	0.8044	0.1538	0.8044	0.8969
0.4771	3.4895	834	0.8263	0.1538	0.8263	0.9090
0.4771	3.4979	836	0.7728	0.1538	0.7728	0.8791
0.4771	3.5063	838	0.7213	0.1538	0.7213	0.8493
0.4771	3.5146	840	0.6812	0.1895	0.6812	0.8254
0.4771	3.5230	842	0.6891	0.2326	0.6891	0.8301
0.4771	3.5314	844	0.6847	0.2326	0.6847	0.8275
0.4771	3.5397	846	0.6685	0.1895	0.6685	0.8176
0.4771	3.5481	848	0.7026	0.1538	0.7026	0.8382
0.4771	3.5565	850	0.7538	0.1239	0.7538	0.8682
0.4771	3.5649	852	0.8311	0.0763	0.8311	0.9117
0.4771	3.5732	854	0.9018	0.1637	0.9018	0.9496
0.4771	3.5816	856	0.8201	0.0763	0.8201	0.9056
0.4771	3.5900	858	0.7016	0.1239	0.7016	0.8376
0.4771	3.5983	860	0.6288	0.1895	0.6288	0.7930
0.4771	3.6067	862	0.6503	0.2326	0.6503	0.8064
0.4771	3.6151	864	0.6600	0.2326	0.6600	0.8124
0.4771	3.6234	866	0.6370	0.2326	0.6370	0.7981
0.4771	3.6318	868	0.6240	0.1895	0.6240	0.7899
0.4771	3.6402	870	0.7166	0.1538	0.7166	0.8465
0.4771	3.6485	872	0.7933	0.0763	0.7933	0.8907
0.4771	3.6569	874	0.8200	0.0571	0.8200	0.9055
0.4771	3.6653	876	0.7682	0.0571	0.7682	0.8765
0.4771	3.6736	878	0.7321	0.0984	0.7321	0.8556
0.4771	3.6820	880	0.7125	0.1239	0.7125	0.8441
0.4771	3.6904	882	0.6430	0.1538	0.6430	0.8019
0.4771	3.6987	884	0.6029	0.1895	0.6029	0.7765
0.4771	3.7071	886	0.6333	0.2326	0.6333	0.7958
0.4771	3.7155	888	0.6899	0.0	0.6899	0.8306
0.4771	3.7238	890	0.7033	0.0	0.7033	0.8386
0.4771	3.7322	892	0.6609	0.0	0.6609	0.8130
0.4771	3.7406	894	0.6223	0.2326	0.6223	0.7889
0.4771	3.7490	896	0.6693	0.1895	0.6693	0.8181
0.4771	3.7573	898	0.7241	0.1239	0.7241	0.8510
0.4771	3.7657	900	0.6611	0.1895	0.6611	0.8131
0.4771	3.7741	902	0.6107	0.1895	0.6107	0.7815
0.4771	3.7824	904	0.6017	0.2326	0.6017	0.7757
0.4771	3.7908	906	0.6339	0.2326	0.6339	0.7962
0.4771	3.7992	908	0.6423	0.2326	0.6423	0.8015
0.4771	3.8075	910	0.6326	0.2326	0.6326	0.7954
0.4771	3.8159	912	0.6120	0.2326	0.6120	0.7823
0.4771	3.8243	914	0.5944	0.2326	0.5944	0.7710
0.4771	3.8326	916	0.5843	0.2326	0.5843	0.7644
0.4771	3.8410	918	0.5799	0.2326	0.5799	0.7615
0.4771	3.8494	920	0.6094	0.1895	0.6094	0.7806
0.4771	3.8577	922	0.6259	0.1895	0.6259	0.7911
0.4771	3.8661	924	0.6068	0.1895	0.6068	0.7790
0.4771	3.8745	926	0.6084	0.1895	0.6084	0.7800
0.4771	3.8828	928	0.6060	0.2326	0.6060	0.7785
0.4771	3.8912	930	0.6154	0.2326	0.6154	0.7845
0.4771	3.8996	932	0.6494	0.1895	0.6494	0.8058
0.4771	3.9079	934	0.6732	0.1895	0.6732	0.8205
0.4771	3.9163	936	0.6708	0.1895	0.6708	0.8190
0.4771	3.9247	938	0.6724	0.1895	0.6724	0.8200
0.4771	3.9331	940	0.7043	0.1538	0.7043	0.8392
0.4771	3.9414	942	0.7189	0.1239	0.7189	0.8479
0.4771	3.9498	944	0.6986	0.1538	0.6986	0.8358
0.4771	3.9582	946	0.6845	0.1895	0.6845	0.8273
0.4771	3.9665	948	0.7047	0.2080	0.7047	0.8395
0.4771	3.9749	950	0.7371	0.2080	0.7371	0.8585
0.4771	3.9833	952	0.7252	0.2080	0.7252	0.8516
0.4771	3.9916	954	0.7156	0.1791	0.7156	0.8460
0.4771	4.0	956	0.7270	0.2080	0.7270	0.8527
0.4771	4.0084	958	0.7173	0.2080	0.7173	0.8470
0.4771	4.0167	960	0.6871	0.2080	0.6871	0.8289
0.4771	4.0251	962	0.6702	0.5455	0.6702	0.8187
0.4771	4.0335	964	0.6683	0.4444	0.6683	0.8175
0.4771	4.0418	966	0.6604	0.4444	0.6604	0.8126
0.4771	4.0502	968	0.6597	0.1895	0.6597	0.8122
0.4771	4.0586	970	0.7326	0.1239	0.7326	0.8559
0.4771	4.0669	972	0.7745	0.1239	0.7745	0.8801
0.4771	4.0753	974	0.7822	0.1239	0.7822	0.8844
0.4771	4.0837	976	0.7390	0.1239	0.7390	0.8596
0.4771	4.0921	978	0.6733	0.1895	0.6733	0.8205
0.4771	4.1004	980	0.6588	0.2326	0.6588	0.8117
0.4771	4.1088	982	0.6979	-0.2222	0.6979	0.8354
0.4771	4.1172	984	0.7045	-0.2222	0.7045	0.8394
0.4771	4.1255	986	0.6927	-0.2222	0.6927	0.8323
0.4771	4.1339	988	0.6908	0.1895	0.6908	0.8312
0.4771	4.1423	990	0.6989	0.1895	0.6989	0.8360
0.4771	4.1506	992	0.7063	0.1895	0.7063	0.8404
0.4771	4.1590	994	0.6914	0.1895	0.6914	0.8315
0.4771	4.1674	996	0.6810	0.1895	0.6810	0.8252
0.4771	4.1757	998	0.6910	-0.2222	0.6910	0.8313
0.1126	4.1841	1000	0.6779	-0.2222	0.6779	0.8233
0.1126	4.1925	1002	0.6710	0.2326	0.6710	0.8192
0.1126	4.2008	1004	0.6772	0.1895	0.6772	0.8229
0.1126	4.2092	1006	0.7026	0.1895	0.7026	0.8382
0.1126	4.2176	1008	0.7365	-0.2222	0.7365	0.8582
0.1126	4.2259	1010	0.7733	-0.2222	0.7733	0.8794
0.1126	4.2343	1012	0.7898	-0.2222	0.7898	0.8887
0.1126	4.2427	1014	0.7943	-0.2222	0.7943	0.8912
0.1126	4.2510	1016	0.7741	-0.2222	0.7741	0.8799
0.1126	4.2594	1018	0.7525	-0.2222	0.7525	0.8675
0.1126	4.2678	1020	0.7350	-0.2222	0.7350	0.8573
0.1126	4.2762	1022	0.7582	-0.2222	0.7582	0.8708
0.1126	4.2845	1024	0.7685	-0.2222	0.7685	0.8767
0.1126	4.2929	1026	0.7435	-0.2222	0.7435	0.8622
0.1126	4.3013	1028	0.7355	-0.2222	0.7355	0.8576
0.1126	4.3096	1030	0.7326	-0.2222	0.7326	0.8559
0.1126	4.3180	1032	0.7258	-0.2222	0.7258	0.8520
0.1126	4.3264	1034	0.7045	-0.2222	0.7046	0.8394
0.1126	4.3347	1036	0.6922	-0.2222	0.6922	0.8320
0.1126	4.3431	1038	0.7243	0.0179	0.7243	0.8511
0.1126	4.3515	1040	0.7024	0.0179	0.7024	0.8381
0.1126	4.3598	1042	0.6911	-0.2222	0.6911	0.8313
0.1126	4.3682	1044	0.6539	0.2326	0.6539	0.8086
0.1126	4.3766	1046	0.6521	0.2326	0.6521	0.8075
0.1126	4.3849	1048	0.6736	0.1895	0.6736	0.8207
0.1126	4.3933	1050	0.6595	0.2326	0.6595	0.8121
0.1126	4.4017	1052	0.6687	0.2326	0.6687	0.8177
0.1126	4.4100	1054	0.6726	0.2326	0.6726	0.8201
0.1126	4.4184	1056	0.6675	0.2326	0.6675	0.8170
0.1126	4.4268	1058	0.6924	-0.2222	0.6924	0.8321
0.1126	4.4351	1060	0.7025	-0.2222	0.7025	0.8381
0.1126	4.4435	1062	0.6851	0.2326	0.6851	0.8277
0.1126	4.4519	1064	0.6874	0.1895	0.6874	0.8291
0.1126	4.4603	1066	0.7407	0.1538	0.7407	0.8606
0.1126	4.4686	1068	0.7513	0.1538	0.7513	0.8668
0.1126	4.4770	1070	0.7494	0.1538	0.7494	0.8657
0.1126	4.4854	1072	0.7594	0.1538	0.7594	0.8714
0.1126	4.4937	1074	0.7372	0.1895	0.7372	0.8586
0.1126	4.5021	1076	0.7109	0.1895	0.7109	0.8431
0.1126	4.5105	1078	0.6963	0.1895	0.6963	0.8345
0.1126	4.5188	1080	0.7134	0.1895	0.7134	0.8446
0.1126	4.5272	1082	0.7174	0.1895	0.7174	0.8470
0.1126	4.5356	1084	0.6999	0.1895	0.6999	0.8366
0.1126	4.5439	1086	0.6906	0.1895	0.6906	0.8310
0.1126	4.5523	1088	0.6981	0.1895	0.6981	0.8355
0.1126	4.5607	1090	0.7199	0.1895	0.7199	0.8485
0.1126	4.5690	1092	0.7298	0.1538	0.7298	0.8543
0.1126	4.5774	1094	0.7268	0.1895	0.7268	0.8525
0.1126	4.5858	1096	0.7011	0.1895	0.7011	0.8373
0.1126	4.5941	1098	0.6787	0.1895	0.6787	0.8239
0.1126	4.6025	1100	0.6763	0.2326	0.6763	0.8224
0.1126	4.6109	1102	0.6786	0.2326	0.6786	0.8238
0.1126	4.6192	1104	0.6646	0.2326	0.6646	0.8152
0.1126	4.6276	1106	0.6705	0.2326	0.6705	0.8188
0.1126	4.6360	1108	0.7564	0.1538	0.7564	0.8697
0.1126	4.6444	1110	0.8337	0.0571	0.8337	0.9131
0.1126	4.6527	1112	0.8092	0.0763	0.8092	0.8996
0.1126	4.6611	1114	0.7215	0.1538	0.7215	0.8494
0.1126	4.6695	1116	0.6836	-0.2222	0.6836	0.8268
0.1126	4.6778	1118	0.7453	0.2080	0.7453	0.8633
0.1126	4.6862	1120	0.7561	0.2080	0.7561	0.8696
0.1126	4.6946	1122	0.7198	-0.2222	0.7198	0.8484
0.1126	4.7029	1124	0.7008	-0.2222	0.7008	0.8371
0.1126	4.7113	1126	0.7104	0.1895	0.7104	0.8428
0.1126	4.7197	1128	0.7116	0.1895	0.7116	0.8435
0.1126	4.7280	1130	0.7109	0.1895	0.7109	0.8432
0.1126	4.7364	1132	0.6963	0.2326	0.6963	0.8344
0.1126	4.7448	1134	0.6893	0.2326	0.6893	0.8302
0.1126	4.7531	1136	0.7166	-0.2222	0.7166	0.8465
0.1126	4.7615	1138	0.7328	-0.2222	0.7328	0.8560
0.1126	4.7699	1140	0.7401	0.2080	0.7401	0.8603
0.1126	4.7782	1142	0.7053	-0.2222	0.7053	0.8398
0.1126	4.7866	1144	0.7026	0.1895	0.7026	0.8382
0.1126	4.7950	1146	0.7240	0.1538	0.7240	0.8509
0.1126	4.8033	1148	0.7063	0.1895	0.7063	0.8404
0.1126	4.8117	1150	0.6815	0.1895	0.6815	0.8255
0.1126	4.8201	1152	0.6839	-0.2222	0.6839	0.8270
0.1126	4.8285	1154	0.6965	-0.2222	0.6965	0.8345
0.1126	4.8368	1156	0.6697	-0.2222	0.6697	0.8184
0.1126	4.8452	1158	0.6594	0.1895	0.6594	0.8120
0.1126	4.8536	1160	0.7607	0.1239	0.7607	0.8722
0.1126	4.8619	1162	0.8845	0.0763	0.8845	0.9405
0.1126	4.8703	1164	0.9284	0.0763	0.9284	0.9635
0.1126	4.8787	1166	0.8884	0.0763	0.8884	0.9426
0.1126	4.8870	1168	0.7735	0.1239	0.7735	0.8795
0.1126	4.8954	1170	0.6586	0.1895	0.6586	0.8116
0.1126	4.9038	1172	0.6566	0.2326	0.6566	0.8103
0.1126	4.9121	1174	0.6578	0.2326	0.6578	0.8110
0.1126	4.9205	1176	0.6687	0.2326	0.6687	0.8177
0.1126	4.9289	1178	0.7413	0.1239	0.7413	0.8610
0.1126	4.9372	1180	0.7931	0.1239	0.7931	0.8906
0.1126	4.9456	1182	0.8106	0.1239	0.8106	0.9003
0.1126	4.9540	1184	0.7993	0.1239	0.7993	0.8940
0.1126	4.9623	1186	0.7795	0.1239	0.7795	0.8829
0.1126	4.9707	1188	0.7585	0.1239	0.7585	0.8709
0.1126	4.9791	1190	0.7427	0.1239	0.7427	0.8618
0.1126	4.9874	1192	0.7519	0.1239	0.7519	0.8671
0.1126	4.9958	1194	0.7453	0.1239	0.7453	0.8633
0.1126	5.0042	1196	0.7302	0.0984	0.7302	0.8545
0.1126	5.0126	1198	0.7096	0.0763	0.7096	0.8424
0.1126	5.0209	1200	0.6844	0.0984	0.6844	0.8273
0.1126	5.0293	1202	0.6649	0.1239	0.6649	0.8154
0.1126	5.0377	1204	0.6193	0.1538	0.6193	0.7869
0.1126	5.0460	1206	0.5947	0.2326	0.5947	0.7712
0.1126	5.0544	1208	0.5849	0.2326	0.5849	0.7648
0.1126	5.0628	1210	0.5823	0.2326	0.5823	0.7631
0.1126	5.0711	1212	0.6087	0.1239	0.6087	0.7802
0.1126	5.0795	1214	0.5978	0.1239	0.5978	0.7732
0.1126	5.0879	1216	0.5833	0.1895	0.5833	0.7637
0.1126	5.0962	1218	0.5730	0.2326	0.5730	0.7570
0.1126	5.1046	1220	0.5729	0.2326	0.5729	0.7569
0.1126	5.1130	1222	0.5862	0.2326	0.5862	0.7656
0.1126	5.1213	1224	0.5982	0.2326	0.5982	0.7734
0.1126	5.1297	1226	0.6071	0.2326	0.6071	0.7792
0.1126	5.1381	1228	0.6119	0.2326	0.6119	0.7822
0.1126	5.1464	1230	0.6382	0.1895	0.6382	0.7989
0.1126	5.1548	1232	0.7050	0.1538	0.7050	0.8397
0.1126	5.1632	1234	0.8131	0.0984	0.8131	0.9017
0.1126	5.1715	1236	0.8165	0.0984	0.8165	0.9036
0.1126	5.1799	1238	0.8022	0.1239	0.8022	0.8957
0.1126	5.1883	1240	0.7474	0.1239	0.7474	0.8645
0.1126	5.1967	1242	0.7039	0.1895	0.7039	0.8390
0.1126	5.2050	1244	0.6711	0.2326	0.6711	0.8192
0.1126	5.2134	1246	0.6598	0.2326	0.6598	0.8123
0.1126	5.2218	1248	0.6549	0.2326	0.6549	0.8093
0.1126	5.2301	1250	0.6644	0.1895	0.6644	0.8151
0.1126	5.2385	1252	0.7084	0.1239	0.7084	0.8417
0.1126	5.2469	1254	0.7302	0.1239	0.7302	0.8545
0.1126	5.2552	1256	0.7167	0.1239	0.7167	0.8466
0.1126	5.2636	1258	0.6786	0.1239	0.6786	0.8237
0.1126	5.2720	1260	0.6720	0.1239	0.6720	0.8198
0.1126	5.2803	1262	0.6700	0.1239	0.6700	0.8185
0.1126	5.2887	1264	0.6699	0.1239	0.6699	0.8185
0.1126	5.2971	1266	0.6750	0.1538	0.6750	0.8216
0.1126	5.3054	1268	0.6760	0.1538	0.6760	0.8222
0.1126	5.3138	1270	0.6798	0.1895	0.6798	0.8245
0.1126	5.3222	1272	0.6753	0.2326	0.6753	0.8217
0.1126	5.3305	1274	0.6831	0.1538	0.6831	0.8265
0.1126	5.3389	1276	0.6968	0.1239	0.6968	0.8347
0.1126	5.3473	1278	0.6965	0.1239	0.6965	0.8346
0.1126	5.3556	1280	0.6894	0.1239	0.6894	0.8303
0.1126	5.3640	1282	0.6850	0.1239	0.6850	0.8276
0.1126	5.3724	1284	0.6754	0.1538	0.6754	0.8218
0.1126	5.3808	1286	0.6618	0.2326	0.6618	0.8135
0.1126	5.3891	1288	0.6556	0.2326	0.6556	0.8097
0.1126	5.3975	1290	0.6573	0.2326	0.6573	0.8107
0.1126	5.4059	1292	0.6663	0.2326	0.6663	0.8163
0.1126	5.4142	1294	0.6659	0.2326	0.6659	0.8160
0.1126	5.4226	1296	0.6535	0.2326	0.6535	0.8084
0.1126	5.4310	1298	0.6400	0.2326	0.6400	0.8000
0.1126	5.4393	1300	0.6489	0.1895	0.6489	0.8055
0.1126	5.4477	1302	0.6688	0.1538	0.6688	0.8178
0.1126	5.4561	1304	0.6795	0.1239	0.6795	0.8243
0.1126	5.4644	1306	0.6958	0.1239	0.6958	0.8341
0.1126	5.4728	1308	0.7027	0.1239	0.7027	0.8383
0.1126	5.4812	1310	0.6879	0.1239	0.6879	0.8294
0.1126	5.4895	1312	0.6547	0.1538	0.6547	0.8091
0.1126	5.4979	1314	0.6337	0.2326	0.6337	0.7960
0.1126	5.5063	1316	0.6310	0.2326	0.6310	0.7944
0.1126	5.5146	1318	0.6414	0.2326	0.6414	0.8008
0.1126	5.5230	1320	0.6363	0.2326	0.6363	0.7977
0.1126	5.5314	1322	0.6317	0.2326	0.6317	0.7948
0.1126	5.5397	1324	0.6261	0.2326	0.6261	0.7913
0.1126	5.5481	1326	0.6235	0.2326	0.6235	0.7896
0.1126	5.5565	1328	0.6245	0.2326	0.6245	0.7902
0.1126	5.5649	1330	0.6309	0.2326	0.6309	0.7943
0.1126	5.5732	1332	0.6310	0.2326	0.6310	0.7943
0.1126	5.5816	1334	0.6216	0.2326	0.6216	0.7884
0.1126	5.5900	1336	0.6150	0.1895	0.6150	0.7842
0.1126	5.5983	1338	0.6316	0.1895	0.6316	0.7947
0.1126	5.6067	1340	0.6603	0.1239	0.6603	0.8126
0.1126	5.6151	1342	0.6433	0.1538	0.6433	0.8020
0.1126	5.6234	1344	0.6112	0.1895	0.6112	0.7818
0.1126	5.6318	1346	0.6175	0.2326	0.6175	0.7858
0.1126	5.6402	1348	0.6266	0.2326	0.6266	0.7916
0.1126	5.6485	1350	0.6324	0.2326	0.6324	0.7953
0.1126	5.6569	1352	0.6257	0.2326	0.6257	0.7910
0.1126	5.6653	1354	0.6023	0.2326	0.6023	0.7761
0.1126	5.6736	1356	0.6111	0.1895	0.6111	0.7817
0.1126	5.6820	1358	0.6504	0.1239	0.6504	0.8065
0.1126	5.6904	1360	0.7041	0.1239	0.7041	0.8391
0.1126	5.6987	1362	0.7056	0.1239	0.7056	0.8400
0.1126	5.7071	1364	0.6666	0.1239	0.6666	0.8164
0.1126	5.7155	1366	0.6377	0.1538	0.6377	0.7986
0.1126	5.7238	1368	0.6145	0.2326	0.6145	0.7839
0.1126	5.7322	1370	0.6314	0.2326	0.6314	0.7946
0.1126	5.7406	1372	0.6501	0.2326	0.6501	0.8063
0.1126	5.7490	1374	0.6485	0.2326	0.6485	0.8053
0.1126	5.7573	1376	0.6480	0.2326	0.6480	0.8050
0.1126	5.7657	1378	0.6452	0.2326	0.6452	0.8032
0.1126	5.7741	1380	0.6397	0.2326	0.6397	0.7998
0.1126	5.7824	1382	0.6345	0.2326	0.6345	0.7965
0.1126	5.7908	1384	0.6449	0.2326	0.6449	0.8031
0.1126	5.7992	1386	0.6766	0.1239	0.6766	0.8226
0.1126	5.8075	1388	0.7397	0.1239	0.7397	0.8600
0.1126	5.8159	1390	0.7991	0.1239	0.7991	0.8939
0.1126	5.8243	1392	0.8462	0.0984	0.8462	0.9199
0.1126	5.8326	1394	0.8095	0.1239	0.8095	0.8997
0.1126	5.8410	1396	0.7149	0.1538	0.7149	0.8455
0.1126	5.8494	1398	0.6615	0.2326	0.6615	0.8133
0.1126	5.8577	1400	0.6733	0.2326	0.6733	0.8206
0.1126	5.8661	1402	0.6851	-0.2222	0.6851	0.8277
0.1126	5.8745	1404	0.6726	0.2326	0.6726	0.8201
0.1126	5.8828	1406	0.6603	0.2326	0.6603	0.8126
0.1126	5.8912	1408	0.6531	0.2326	0.6531	0.8081
0.1126	5.8996	1410	0.6556	0.2326	0.6556	0.8097
0.1126	5.9079	1412	0.6605	0.2326	0.6605	0.8127
0.1126	5.9163	1414	0.6660	0.1895	0.6660	0.8161
0.1126	5.9247	1416	0.6748	0.1895	0.6748	0.8215
0.1126	5.9331	1418	0.6630	0.2326	0.6630	0.8143
0.1126	5.9414	1420	0.6514	0.2326	0.6514	0.8071
0.1126	5.9498	1422	0.6373	0.2326	0.6373	0.7983
0.1126	5.9582	1424	0.6310	0.2326	0.6310	0.7943
0.1126	5.9665	1426	0.6330	0.2326	0.6330	0.7956
0.1126	5.9749	1428	0.6521	0.2326	0.6521	0.8075
0.1126	5.9833	1430	0.6773	0.1895	0.6773	0.8230
0.1126	5.9916	1432	0.7204	0.1239	0.7204	0.8487
0.1126	6.0	1434	0.7460	0.1239	0.7460	0.8637
0.1126	6.0084	1436	0.7432	0.1239	0.7432	0.8621
0.1126	6.0167	1438	0.7035	0.1239	0.7035	0.8388
0.1126	6.0251	1440	0.6673	0.1895	0.6673	0.8169
0.1126	6.0335	1442	0.6626	0.2326	0.6626	0.8140
0.1126	6.0418	1444	0.6713	0.1895	0.6713	0.8194
0.1126	6.0502	1446	0.6844	0.1895	0.6844	0.8273
0.1126	6.0586	1448	0.6647	0.2326	0.6647	0.8153
0.1126	6.0669	1450	0.6424	0.2326	0.6424	0.8015
0.1126	6.0753	1452	0.6460	0.2326	0.6460	0.8037
0.1126	6.0837	1454	0.6508	0.2326	0.6508	0.8067
0.1126	6.0921	1456	0.6437	0.2326	0.6437	0.8023
0.1126	6.1004	1458	0.6351	0.2326	0.6351	0.7969
0.1126	6.1088	1460	0.6538	0.2326	0.6538	0.8086
0.1126	6.1172	1462	0.7181	0.0984	0.7181	0.8474
0.1126	6.1255	1464	0.7539	0.0984	0.7539	0.8683
0.1126	6.1339	1466	0.7431	0.0984	0.7431	0.8620
0.1126	6.1423	1468	0.7168	0.0984	0.7168	0.8467
0.1126	6.1506	1470	0.6665	0.1895	0.6665	0.8164
0.1126	6.1590	1472	0.6308	0.2326	0.6308	0.7942
0.1126	6.1674	1474	0.6166	0.2326	0.6166	0.7853
0.1126	6.1757	1476	0.6142	0.2326	0.6142	0.7837
0.1126	6.1841	1478	0.6125	0.2326	0.6125	0.7826
0.1126	6.1925	1480	0.6112	0.2326	0.6112	0.7818
0.1126	6.2008	1482	0.6112	0.2326	0.6112	0.7818
0.1126	6.2092	1484	0.6110	0.2326	0.6110	0.7817
0.1126	6.2176	1486	0.6178	0.2326	0.6178	0.7860
0.1126	6.2259	1488	0.6283	0.2326	0.6283	0.7927
0.1126	6.2343	1490	0.6301	0.2326	0.6301	0.7938
0.1126	6.2427	1492	0.6256	0.2326	0.6256	0.7909
0.1126	6.2510	1494	0.6488	0.1895	0.6488	0.8055
0.1126	6.2594	1496	0.6652	0.1538	0.6652	0.8156
0.1126	6.2678	1498	0.6408	0.1895	0.6408	0.8005
0.0651	6.2762	1500	0.6121	0.2326	0.6121	0.7824
0.0651	6.2845	1502	0.6087	0.2326	0.6087	0.7802
0.0651	6.2929	1504	0.6073	0.2326	0.6073	0.7793
0.0651	6.3013	1506	0.5938	0.2326	0.5938	0.7706
0.0651	6.3096	1508	0.5921	0.2326	0.5921	0.7695
0.0651	6.3180	1510	0.5804	0.2326	0.5804	0.7618
0.0651	6.3264	1512	0.5691	0.2326	0.5691	0.7544
0.0651	6.3347	1514	0.5544	0.2326	0.5544	0.7446
0.0651	6.3431	1516	0.5472	0.2326	0.5472	0.7397
0.0651	6.3515	1518	0.5417	0.2326	0.5417	0.7360
0.0651	6.3598	1520	0.5536	0.2326	0.5536	0.7441
0.0651	6.3682	1522	0.5821	0.1538	0.5821	0.7630
0.0651	6.3766	1524	0.6235	0.1538	0.6235	0.7896
0.0651	6.3849	1526	0.6450	0.1239	0.6450	0.8031
0.0651	6.3933	1528	0.6349	0.1239	0.6349	0.7968
0.0651	6.4017	1530	0.6483	0.0984	0.6483	0.8051
0.0651	6.4100	1532	0.6485	0.0984	0.6485	0.8053
0.0651	6.4184	1534	0.6377	0.0984	0.6377	0.7986
0.0651	6.4268	1536	0.5878	0.1538	0.5878	0.7667
0.0651	6.4351	1538	0.5512	0.2326	0.5512	0.7424
0.0651	6.4435	1540	0.5525	0.2326	0.5525	0.7433
0.0651	6.4519	1542	0.5798	0.2326	0.5798	0.7615
0.0651	6.4603	1544	0.6139	0.2326	0.6139	0.7835
0.0651	6.4686	1546	0.6454	0.2326	0.6454	0.8034
0.0651	6.4770	1548	0.6743	0.1895	0.6743	0.8211
0.0651	6.4854	1550	0.7139	0.1239	0.7139	0.8449
0.0651	6.4937	1552	0.7326	0.1239	0.7326	0.8559
0.0651	6.5021	1554	0.7136	0.1239	0.7136	0.8448
0.0651	6.5105	1556	0.7285	0.1239	0.7285	0.8535
0.0651	6.5188	1558	0.7551	0.1239	0.7551	0.8689
0.0651	6.5272	1560	0.7849	0.1239	0.7849	0.8860
0.0651	6.5356	1562	0.8239	0.1239	0.8239	0.9077
0.0651	6.5439	1564	0.8051	0.1239	0.8051	0.8973
0.0651	6.5523	1566	0.7669	0.1239	0.7669	0.8757
0.0651	6.5607	1568	0.7509	0.1239	0.7509	0.8665
0.0651	6.5690	1570	0.7127	0.1538	0.7127	0.8442
0.0651	6.5774	1572	0.6958	0.1895	0.6958	0.8341
0.0651	6.5858	1574	0.7030	0.1895	0.7030	0.8385
0.0651	6.5941	1576	0.7040	0.1895	0.7040	0.8391
0.0651	6.6025	1578	0.6990	0.1895	0.6990	0.8361
0.0651	6.6109	1580	0.6992	0.1895	0.6992	0.8362
0.0651	6.6192	1582	0.6948	0.1895	0.6948	0.8335
0.0651	6.6276	1584	0.6913	0.1895	0.6913	0.8315
0.0651	6.6360	1586	0.7138	0.1538	0.7138	0.8448
0.0651	6.6444	1588	0.7256	0.1538	0.7256	0.8518
0.0651	6.6527	1590	0.7388	0.1239	0.7388	0.8595
0.0651	6.6611	1592	0.7314	0.1239	0.7314	0.8552
0.0651	6.6695	1594	0.7008	0.1538	0.7008	0.8371
0.0651	6.6778	1596	0.6733	0.1895	0.6733	0.8206
0.0651	6.6862	1598	0.6713	0.1895	0.6713	0.8193
0.0651	6.6946	1600	0.6678	0.1895	0.6678	0.8172
0.0651	6.7029	1602	0.6627	0.1895	0.6627	0.8141
0.0651	6.7113	1604	0.6559	0.2326	0.6559	0.8099
0.0651	6.7197	1606	0.6531	0.2326	0.6531	0.8081
0.0651	6.7280	1608	0.6524	0.2326	0.6524	0.8077
0.0651	6.7364	1610	0.6580	0.1895	0.6580	0.8112
0.0651	6.7448	1612	0.6531	0.1895	0.6531	0.8081
0.0651	6.7531	1614	0.6500	0.2326	0.6500	0.8062
0.0651	6.7615	1616	0.6489	0.2326	0.6489	0.8055
0.0651	6.7699	1618	0.6467	0.2326	0.6467	0.8042
0.0651	6.7782	1620	0.6564	0.1895	0.6564	0.8102
0.0651	6.7866	1622	0.6914	0.1239	0.6914	0.8315
0.0651	6.7950	1624	0.7661	0.1239	0.7661	0.8753
0.0651	6.8033	1626	0.7886	0.1239	0.7886	0.8880
0.0651	6.8117	1628	0.7733	0.1239	0.7733	0.8794
0.0651	6.8201	1630	0.7200	0.1239	0.7200	0.8485
0.0651	6.8285	1632	0.6682	0.1538	0.6682	0.8174
0.0651	6.8368	1634	0.6479	0.2326	0.6479	0.8050
0.0651	6.8452	1636	0.6589	0.2326	0.6589	0.8117
0.0651	6.8536	1638	0.6694	0.2326	0.6694	0.8182
0.0651	6.8619	1640	0.6848	0.2326	0.6848	0.8275
0.0651	6.8703	1642	0.6887	0.2326	0.6887	0.8299
0.0651	6.8787	1644	0.6655	0.2326	0.6655	0.8158
0.0651	6.8870	1646	0.6543	0.2326	0.6543	0.8089
0.0651	6.8954	1648	0.6701	0.1895	0.6701	0.8186
0.0651	6.9038	1650	0.7060	0.1538	0.7060	0.8402
0.0651	6.9121	1652	0.7613	0.1239	0.7613	0.8725
0.0651	6.9205	1654	0.7748	0.1239	0.7748	0.8802
0.0651	6.9289	1656	0.7761	0.1239	0.7761	0.8810
0.0651	6.9372	1658	0.7580	0.1239	0.7580	0.8706
0.0651	6.9456	1660	0.7167	0.1538	0.7167	0.8466
0.0651	6.9540	1662	0.6824	0.1538	0.6824	0.8261
0.0651	6.9623	1664	0.6710	0.1538	0.6710	0.8191
0.0651	6.9707	1666	0.6605	0.2326	0.6605	0.8127
0.0651	6.9791	1668	0.6547	0.2326	0.6547	0.8091
0.0651	6.9874	1670	0.6549	0.2326	0.6549	0.8093
0.0651	6.9958	1672	0.6566	0.2326	0.6566	0.8103
0.0651	7.0042	1674	0.6581	0.2326	0.6581	0.8113
0.0651	7.0126	1676	0.6556	0.2326	0.6556	0.8097
0.0651	7.0209	1678	0.6530	0.2326	0.6530	0.8081
0.0651	7.0293	1680	0.6530	0.2326	0.6530	0.8081
0.0651	7.0377	1682	0.6536	0.2326	0.6536	0.8084
0.0651	7.0460	1684	0.6541	0.2326	0.6541	0.8088
0.0651	7.0544	1686	0.6590	0.2326	0.6590	0.8118
0.0651	7.0628	1688	0.6625	0.2326	0.6625	0.8139
0.0651	7.0711	1690	0.6704	0.1895	0.6704	0.8188
0.0651	7.0795	1692	0.6758	0.1895	0.6758	0.8220
0.0651	7.0879	1694	0.6748	0.1895	0.6748	0.8214
0.0651	7.0962	1696	0.6676	0.1895	0.6676	0.8170
0.0651	7.1046	1698	0.6714	0.1895	0.6714	0.8194
0.0651	7.1130	1700	0.6799	0.1538	0.6799	0.8246
0.0651	7.1213	1702	0.6747	0.1895	0.6747	0.8214
0.0651	7.1297	1704	0.6621	0.1895	0.6621	0.8137
0.0651	7.1381	1706	0.6552	0.2326	0.6552	0.8094
0.0651	7.1464	1708	0.6545	0.2326	0.6545	0.8090
0.0651	7.1548	1710	0.6555	0.2326	0.6555	0.8096
0.0651	7.1632	1712	0.6622	0.1895	0.6622	0.8138
0.0651	7.1715	1714	0.6653	0.2326	0.6653	0.8157
0.0651	7.1799	1716	0.6622	0.2326	0.6622	0.8138
0.0651	7.1883	1718	0.6639	0.2326	0.6639	0.8148
0.0651	7.1967	1720	0.6685	0.2326	0.6685	0.8176
0.0651	7.2050	1722	0.6755	0.2326	0.6755	0.8219
0.0651	7.2134	1724	0.6716	0.2326	0.6716	0.8195
0.0651	7.2218	1726	0.6761	0.2326	0.6761	0.8223
0.0651	7.2301	1728	0.6928	0.1895	0.6928	0.8324
0.0651	7.2385	1730	0.7042	0.1538	0.7042	0.8392
0.0651	7.2469	1732	0.7020	0.1538	0.7020	0.8379
0.0651	7.2552	1734	0.7223	0.1239	0.7223	0.8499
0.0651	7.2636	1736	0.7477	0.1239	0.7477	0.8647
0.0651	7.2720	1738	0.7587	0.1239	0.7587	0.8710
0.0651	7.2803	1740	0.7558	0.1239	0.7558	0.8694
0.0651	7.2887	1742	0.7578	0.1239	0.7578	0.8705
0.0651	7.2971	1744	0.7355	0.1239	0.7355	0.8576
0.0651	7.3054	1746	0.7087	0.1895	0.7087	0.8418
0.0651	7.3138	1748	0.6992	0.1895	0.6992	0.8362
0.0651	7.3222	1750	0.7094	0.1895	0.7094	0.8423
0.0651	7.3305	1752	0.7092	0.1895	0.7092	0.8421
0.0651	7.3389	1754	0.7034	0.1895	0.7034	0.8387
0.0651	7.3473	1756	0.6948	0.1895	0.6948	0.8336
0.0651	7.3556	1758	0.6885	0.1895	0.6885	0.8298
0.0651	7.3640	1760	0.6933	0.1895	0.6933	0.8327
0.0651	7.3724	1762	0.7021	0.1895	0.7021	0.8379
0.0651	7.3808	1764	0.7046	0.1895	0.7046	0.8394
0.0651	7.3891	1766	0.7079	0.1895	0.7079	0.8414
0.0651	7.3975	1768	0.7345	0.1538	0.7345	0.8570
0.0651	7.4059	1770	0.7766	0.1239	0.7766	0.8813
0.0651	7.4142	1772	0.8028	0.1239	0.8028	0.8960
0.0651	7.4226	1774	0.7893	0.1239	0.7893	0.8884
0.0651	7.4310	1776	0.7791	0.1239	0.7791	0.8827
0.0651	7.4393	1778	0.7552	0.1538	0.7552	0.8690
0.0651	7.4477	1780	0.7556	0.1538	0.7556	0.8693
0.0651	7.4561	1782	0.7717	0.1538	0.7717	0.8785
0.0651	7.4644	1784	0.7712	0.1538	0.7712	0.8782
0.0651	7.4728	1786	0.7706	-0.2222	0.7706	0.8778
0.0651	7.4812	1788	0.7696	0.1538	0.7696	0.8773
0.0651	7.4895	1790	0.7595	-0.2222	0.7595	0.8715
0.0651	7.4979	1792	0.7471	-0.2222	0.7471	0.8643
0.0651	7.5063	1794	0.7357	-0.2222	0.7357	0.8578
0.0651	7.5146	1796	0.7285	-0.2222	0.7285	0.8535
0.0651	7.5230	1798	0.7332	0.1895	0.7332	0.8562
0.0651	7.5314	1800	0.7698	0.1239	0.7698	0.8774
0.0651	7.5397	1802	0.8141	0.1239	0.8141	0.9023
0.0651	7.5481	1804	0.8542	0.1239	0.8542	0.9242
0.0651	7.5565	1806	0.8649	0.1239	0.8649	0.9300
0.0651	7.5649	1808	0.8407	0.1239	0.8407	0.9169
0.0651	7.5732	1810	0.7867	0.1239	0.7867	0.8870
0.0651	7.5816	1812	0.7465	0.1538	0.7465	0.8640
0.0651	7.5900	1814	0.7379	0.1538	0.7379	0.8590
0.0651	7.5983	1816	0.7293	0.1895	0.7293	0.8540
0.0651	7.6067	1818	0.7231	0.1895	0.7231	0.8503
0.0651	7.6151	1820	0.7139	0.1895	0.7139	0.8449
0.0651	7.6234	1822	0.7007	0.1895	0.7007	0.8371
0.0651	7.6318	1824	0.6860	0.1895	0.6860	0.8283
0.0651	7.6402	1826	0.6815	0.1895	0.6815	0.8255
0.0651	7.6485	1828	0.6831	0.1895	0.6831	0.8265
0.0651	7.6569	1830	0.6925	0.1895	0.6925	0.8322
0.0651	7.6653	1832	0.6961	0.1895	0.6961	0.8343
0.0651	7.6736	1834	0.7143	0.1895	0.7143	0.8452
0.0651	7.6820	1836	0.7422	0.1239	0.7422	0.8615
0.0651	7.6904	1838	0.7364	0.1239	0.7364	0.8582
0.0651	7.6987	1840	0.7293	0.1239	0.7293	0.8540
0.0651	7.7071	1842	0.7171	0.1895	0.7171	0.8468
0.0651	7.7155	1844	0.7053	0.1895	0.7053	0.8398
0.0651	7.7238	1846	0.7010	0.1895	0.7010	0.8372
0.0651	7.7322	1848	0.7013	0.1895	0.7013	0.8374
0.0651	7.7406	1850	0.7039	0.1895	0.7039	0.8390
0.0651	7.7490	1852	0.7049	0.1895	0.7049	0.8396
0.0651	7.7573	1854	0.7077	0.1895	0.7077	0.8413
0.0651	7.7657	1856	0.7214	0.1538	0.7214	0.8494
0.0651	7.7741	1858	0.7326	0.1239	0.7326	0.8559
0.0651	7.7824	1860	0.7422	0.1239	0.7422	0.8615
0.0651	7.7908	1862	0.7218	0.1538	0.7218	0.8496
0.0651	7.7992	1864	0.6925	0.1895	0.6925	0.8322
0.0651	7.8075	1866	0.6813	0.1895	0.6813	0.8254
0.0651	7.8159	1868	0.6763	0.1895	0.6763	0.8224
0.0651	7.8243	1870	0.6761	0.1895	0.6761	0.8222
0.0651	7.8326	1872	0.6747	0.1895	0.6747	0.8214
0.0651	7.8410	1874	0.6742	0.1895	0.6742	0.8211
0.0651	7.8494	1876	0.6767	0.1895	0.6767	0.8226
0.0651	7.8577	1878	0.6833	0.1895	0.6833	0.8266
0.0651	7.8661	1880	0.6988	0.1895	0.6988	0.8360
0.0651	7.8745	1882	0.7184	0.1239	0.7184	0.8476
0.0651	7.8828	1884	0.7315	0.1239	0.7315	0.8553
0.0651	7.8912	1886	0.7297	0.1239	0.7297	0.8542
0.0651	7.8996	1888	0.7223	0.1239	0.7223	0.8499
0.0651	7.9079	1890	0.7116	0.1239	0.7116	0.8436
0.0651	7.9163	1892	0.6932	0.1538	0.6932	0.8326
0.0651	7.9247	1894	0.6757	0.2326	0.6757	0.8220
0.0651	7.9331	1896	0.6727	0.2326	0.6727	0.8202
0.0651	7.9414	1898	0.6691	0.2326	0.6691	0.8180
0.0651	7.9498	1900	0.6695	0.2326	0.6695	0.8182
0.0651	7.9582	1902	0.6695	0.2326	0.6695	0.8182
0.0651	7.9665	1904	0.6707	0.2326	0.6707	0.8190
0.0651	7.9749	1906	0.6758	0.2326	0.6758	0.8221
0.0651	7.9833	1908	0.6846	0.2326	0.6846	0.8274
0.0651	7.9916	1910	0.6976	0.1538	0.6976	0.8352
0.0651	8.0	1912	0.6999	0.1538	0.6999	0.8366
0.0651	8.0084	1914	0.6924	0.1895	0.6924	0.8321
0.0651	8.0167	1916	0.6869	0.1895	0.6869	0.8288
0.0651	8.0251	1918	0.6836	0.2326	0.6836	0.8268
0.0651	8.0335	1920	0.6867	0.1895	0.6867	0.8287
0.0651	8.0418	1922	0.6896	0.1895	0.6896	0.8304
0.0651	8.0502	1924	0.6828	0.2326	0.6828	0.8263
0.0651	8.0586	1926	0.6742	0.2326	0.6742	0.8211
0.0651	8.0669	1928	0.6711	0.2326	0.6711	0.8192
0.0651	8.0753	1930	0.6714	0.2326	0.6714	0.8194
0.0651	8.0837	1932	0.6719	0.2326	0.6719	0.8197
0.0651	8.0921	1934	0.6716	0.2326	0.6716	0.8195
0.0651	8.1004	1936	0.6734	0.2326	0.6734	0.8206
0.0651	8.1088	1938	0.6763	0.2326	0.6763	0.8224
0.0651	8.1172	1940	0.6775	0.2326	0.6775	0.8231
0.0651	8.1255	1942	0.6742	0.2326	0.6742	0.8211
0.0651	8.1339	1944	0.6709	0.2326	0.6709	0.8191
0.0651	8.1423	1946	0.6683	0.2326	0.6683	0.8175
0.0651	8.1506	1948	0.6701	0.2326	0.6701	0.8186
0.0651	8.1590	1950	0.6705	0.2326	0.6705	0.8188
0.0651	8.1674	1952	0.6647	0.2326	0.6647	0.8153
0.0651	8.1757	1954	0.6607	0.2326	0.6607	0.8128
0.0651	8.1841	1956	0.6595	0.2326	0.6595	0.8121
0.0651	8.1925	1958	0.6578	0.2326	0.6578	0.8110
0.0651	8.2008	1960	0.6536	0.2326	0.6536	0.8084
0.0651	8.2092	1962	0.6524	0.2326	0.6524	0.8077
0.0651	8.2176	1964	0.6528	0.2326	0.6528	0.8079
0.0651	8.2259	1966	0.6503	0.2326	0.6503	0.8064
0.0651	8.2343	1968	0.6460	0.2326	0.6460	0.8037
0.0651	8.2427	1970	0.6427	0.2326	0.6427	0.8017
0.0651	8.2510	1972	0.6390	0.2326	0.6390	0.7994
0.0651	8.2594	1974	0.6347	0.2326	0.6347	0.7967
0.0651	8.2678	1976	0.6375	0.2326	0.6375	0.7984
0.0651	8.2762	1978	0.6485	0.1895	0.6485	0.8053
0.0651	8.2845	1980	0.6666	0.1895	0.6666	0.8165
0.0651	8.2929	1982	0.6788	0.1538	0.6788	0.8239
0.0651	8.3013	1984	0.6772	0.1538	0.6772	0.8229
0.0651	8.3096	1986	0.6693	0.1895	0.6693	0.8181
0.0651	8.3180	1988	0.6580	0.1895	0.6580	0.8111
0.0651	8.3264	1990	0.6487	0.1895	0.6487	0.8054
0.0651	8.3347	1992	0.6419	0.2326	0.6419	0.8012
0.0651	8.3431	1994	0.6311	0.2326	0.6311	0.7944
0.0651	8.3515	1996	0.6269	0.2326	0.6269	0.7917
0.0651	8.3598	1998	0.6269	0.2326	0.6269	0.7918
0.0448	8.3682	2000	0.6312	0.2326	0.6312	0.7945
0.0448	8.3766	2002	0.6379	0.2326	0.6379	0.7987
0.0448	8.3849	2004	0.6388	0.2326	0.6388	0.7992
0.0448	8.3933	2006	0.6385	0.2326	0.6385	0.7991
0.0448	8.4017	2008	0.6396	0.2326	0.6396	0.7997
0.0448	8.4100	2010	0.6347	0.2326	0.6347	0.7967
0.0448	8.4184	2012	0.6327	0.2326	0.6327	0.7954
0.0448	8.4268	2014	0.6329	0.2326	0.6329	0.7955
0.0448	8.4351	2016	0.6328	0.2326	0.6328	0.7955
0.0448	8.4435	2018	0.6323	0.2326	0.6323	0.7952
0.0448	8.4519	2020	0.6340	0.2326	0.6340	0.7962
0.0448	8.4603	2022	0.6356	0.2326	0.6356	0.7972
0.0448	8.4686	2024	0.6374	0.2326	0.6374	0.7984
0.0448	8.4770	2026	0.6397	0.2326	0.6397	0.7998
0.0448	8.4854	2028	0.6442	0.2326	0.6442	0.8026
0.0448	8.4937	2030	0.6484	0.2326	0.6484	0.8053
0.0448	8.5021	2032	0.6479	0.2326	0.6479	0.8049
0.0448	8.5105	2034	0.6472	0.2326	0.6472	0.8045
0.0448	8.5188	2036	0.6476	0.2326	0.6476	0.8047
0.0448	8.5272	2038	0.6495	0.2326	0.6495	0.8059
0.0448	8.5356	2040	0.6563	0.1895	0.6563	0.8101
0.0448	8.5439	2042	0.6637	0.1895	0.6637	0.8147
0.0448	8.5523	2044	0.6680	0.1895	0.6680	0.8173
0.0448	8.5607	2046	0.6756	0.1895	0.6756	0.8220
0.0448	8.5690	2048	0.6794	0.1895	0.6794	0.8243
0.0448	8.5774	2050	0.6819	0.1895	0.6819	0.8258
0.0448	8.5858	2052	0.6854	0.1895	0.6854	0.8279
0.0448	8.5941	2054	0.6894	0.1895	0.6894	0.8303
0.0448	8.6025	2056	0.6892	0.1895	0.6892	0.8302
0.0448	8.6109	2058	0.6908	0.1895	0.6908	0.8311
0.0448	8.6192	2060	0.6923	0.1895	0.6923	0.8320
0.0448	8.6276	2062	0.6957	0.1895	0.6957	0.8341
0.0448	8.6360	2064	0.6945	0.1895	0.6945	0.8334
0.0448	8.6444	2066	0.6878	0.1895	0.6878	0.8293
0.0448	8.6527	2068	0.6830	0.1895	0.6830	0.8265
0.0448	8.6611	2070	0.6770	0.1895	0.6770	0.8228
0.0448	8.6695	2072	0.6733	0.2326	0.6733	0.8205
0.0448	8.6778	2074	0.6714	0.2326	0.6714	0.8194
0.0448	8.6862	2076	0.6707	0.2326	0.6707	0.8190
0.0448	8.6946	2078	0.6679	0.2326	0.6679	0.8172
0.0448	8.7029	2080	0.6657	0.2326	0.6657	0.8159
0.0448	8.7113	2082	0.6647	0.2326	0.6647	0.8153
0.0448	8.7197	2084	0.6609	0.2326	0.6609	0.8130
0.0448	8.7280	2086	0.6567	0.2326	0.6567	0.8104
0.0448	8.7364	2088	0.6541	0.2326	0.6541	0.8088
0.0448	8.7448	2090	0.6558	0.2326	0.6558	0.8098
0.0448	8.7531	2092	0.6604	0.2326	0.6604	0.8127
0.0448	8.7615	2094	0.6651	0.1895	0.6651	0.8155
0.0448	8.7699	2096	0.6614	0.1895	0.6614	0.8133
0.0448	8.7782	2098	0.6575	0.1895	0.6575	0.8108
0.0448	8.7866	2100	0.6551	0.2326	0.6551	0.8094
0.0448	8.7950	2102	0.6483	0.2326	0.6483	0.8052
0.0448	8.8033	2104	0.6403	0.2326	0.6403	0.8002
0.0448	8.8117	2106	0.6384	0.2326	0.6384	0.7990
0.0448	8.8201	2108	0.6413	0.2326	0.6413	0.8008
0.0448	8.8285	2110	0.6485	0.2326	0.6485	0.8053
0.0448	8.8368	2112	0.6519	0.2326	0.6519	0.8074
0.0448	8.8452	2114	0.6559	0.2326	0.6559	0.8099
0.0448	8.8536	2116	0.6624	0.1895	0.6624	0.8139
0.0448	8.8619	2118	0.6715	0.1538	0.6715	0.8195
0.0448	8.8703	2120	0.6796	0.1538	0.6796	0.8244
0.0448	8.8787	2122	0.6768	0.1538	0.6768	0.8227
0.0448	8.8870	2124	0.6737	0.1538	0.6737	0.8208
0.0448	8.8954	2126	0.6680	0.1895	0.6680	0.8173
0.0448	8.9038	2128	0.6607	0.2326	0.6607	0.8128
0.0448	8.9121	2130	0.6621	0.2326	0.6621	0.8137
0.0448	8.9205	2132	0.6697	0.2326	0.6697	0.8184
0.0448	8.9289	2134	0.6775	0.1895	0.6775	0.8231
0.0448	8.9372	2136	0.6850	0.1895	0.6850	0.8276
0.0448	8.9456	2138	0.6863	0.1895	0.6863	0.8284
0.0448	8.9540	2140	0.6874	0.1895	0.6874	0.8291
0.0448	8.9623	2142	0.6852	0.1895	0.6852	0.8277
0.0448	8.9707	2144	0.6861	0.1895	0.6861	0.8283
0.0448	8.9791	2146	0.6925	0.1538	0.6925	0.8321
0.0448	8.9874	2148	0.7045	0.1538	0.7045	0.8393
0.0448	8.9958	2150	0.7125	0.1239	0.7125	0.8441
0.0448	9.0042	2152	0.7203	0.1239	0.7203	0.8487
0.0448	9.0126	2154	0.7291	0.1239	0.7291	0.8539
0.0448	9.0209	2156	0.7402	0.1239	0.7402	0.8603
0.0448	9.0293	2158	0.7467	0.1239	0.7467	0.8641
0.0448	9.0377	2160	0.7514	0.1239	0.7514	0.8669
0.0448	9.0460	2162	0.7541	0.1239	0.7541	0.8684
0.0448	9.0544	2164	0.7586	0.1239	0.7586	0.8710
0.0448	9.0628	2166	0.7513	0.1239	0.7513	0.8668
0.0448	9.0711	2168	0.7427	0.1239	0.7427	0.8618
0.0448	9.0795	2170	0.7264	0.1239	0.7264	0.8523
0.0448	9.0879	2172	0.7127	0.1538	0.7127	0.8442
0.0448	9.0962	2174	0.6967	0.1538	0.6967	0.8347
0.0448	9.1046	2176	0.6900	0.2326	0.6900	0.8306
0.0448	9.1130	2178	0.6877	0.2326	0.6877	0.8293
0.0448	9.1213	2180	0.6841	0.2326	0.6841	0.8271
0.0448	9.1297	2182	0.6783	0.2326	0.6783	0.8236
0.0448	9.1381	2184	0.6761	0.2326	0.6761	0.8222
0.0448	9.1464	2186	0.6774	0.2326	0.6774	0.8230
0.0448	9.1548	2188	0.6819	0.2326	0.6819	0.8257
0.0448	9.1632	2190	0.6880	0.1895	0.6880	0.8295
0.0448	9.1715	2192	0.6977	0.1895	0.6977	0.8353
0.0448	9.1799	2194	0.7041	0.1538	0.7041	0.8391
0.0448	9.1883	2196	0.7118	0.1538	0.7118	0.8437
0.0448	9.1967	2198	0.7165	0.1538	0.7165	0.8465
0.0448	9.2050	2200	0.7227	0.1538	0.7227	0.8501
0.0448	9.2134	2202	0.7318	0.1538	0.7318	0.8554
0.0448	9.2218	2204	0.7403	0.1239	0.7403	0.8604
0.0448	9.2301	2206	0.7431	0.1239	0.7431	0.8620
0.0448	9.2385	2208	0.7469	0.1239	0.7469	0.8643
0.0448	9.2469	2210	0.7522	0.1239	0.7522	0.8673
0.0448	9.2552	2212	0.7563	0.1239	0.7563	0.8697
0.0448	9.2636	2214	0.7602	0.1239	0.7602	0.8719
0.0448	9.2720	2216	0.7603	0.1239	0.7603	0.8720
0.0448	9.2803	2218	0.7558	0.1239	0.7558	0.8694
0.0448	9.2887	2220	0.7472	0.1239	0.7472	0.8644
0.0448	9.2971	2222	0.7387	0.1239	0.7387	0.8595
0.0448	9.3054	2224	0.7273	0.1538	0.7273	0.8528
0.0448	9.3138	2226	0.7173	0.1538	0.7173	0.8469
0.0448	9.3222	2228	0.7091	0.1895	0.7091	0.8421
0.0448	9.3305	2230	0.7015	0.1895	0.7015	0.8376
0.0448	9.3389	2232	0.6965	0.1895	0.6965	0.8346
0.0448	9.3473	2234	0.6962	0.2326	0.6962	0.8344
0.0448	9.3556	2236	0.6969	0.2326	0.6969	0.8348
0.0448	9.3640	2238	0.6990	0.2326	0.6990	0.8360
0.0448	9.3724	2240	0.7035	0.1895	0.7035	0.8388
0.0448	9.3808	2242	0.7101	0.1895	0.7101	0.8427
0.0448	9.3891	2244	0.7163	0.1895	0.7163	0.8464
0.0448	9.3975	2246	0.7213	0.1538	0.7213	0.8493
0.0448	9.4059	2248	0.7230	0.1538	0.7230	0.8503
0.0448	9.4142	2250	0.7254	0.1538	0.7254	0.8517
0.0448	9.4226	2252	0.7280	0.1538	0.7280	0.8532
0.0448	9.4310	2254	0.7289	0.1538	0.7289	0.8538
0.0448	9.4393	2256	0.7275	0.1538	0.7275	0.8529
0.0448	9.4477	2258	0.7261	0.1538	0.7261	0.8521
0.0448	9.4561	2260	0.7237	0.1538	0.7237	0.8507
0.0448	9.4644	2262	0.7189	0.1538	0.7189	0.8479
0.0448	9.4728	2264	0.7155	0.1538	0.7155	0.8458
0.0448	9.4812	2266	0.7135	0.1538	0.7135	0.8447
0.0448	9.4895	2268	0.7164	0.1538	0.7164	0.8464
0.0448	9.4979	2270	0.7167	0.1538	0.7167	0.8466
0.0448	9.5063	2272	0.7194	0.1538	0.7194	0.8482
0.0448	9.5146	2274	0.7219	0.1538	0.7219	0.8497
0.0448	9.5230	2276	0.7199	0.1538	0.7199	0.8485
0.0448	9.5314	2278	0.7179	0.1538	0.7179	0.8473
0.0448	9.5397	2280	0.7165	0.1538	0.7165	0.8465
0.0448	9.5481	2282	0.7150	0.1538	0.7150	0.8456
0.0448	9.5565	2284	0.7127	0.1538	0.7127	0.8442
0.0448	9.5649	2286	0.7103	0.1538	0.7103	0.8428
0.0448	9.5732	2288	0.7069	0.1538	0.7069	0.8408
0.0448	9.5816	2290	0.7039	0.1538	0.7039	0.8390
0.0448	9.5900	2292	0.7016	0.1895	0.7016	0.8376
0.0448	9.5983	2294	0.7012	0.1895	0.7012	0.8374
0.0448	9.6067	2296	0.7010	0.1895	0.7010	0.8372
0.0448	9.6151	2298	0.7012	0.1895	0.7012	0.8374
0.0448	9.6234	2300	0.7019	0.1895	0.7019	0.8378
0.0448	9.6318	2302	0.7039	0.1895	0.7039	0.8390
0.0448	9.6402	2304	0.7081	0.1538	0.7081	0.8415
0.0448	9.6485	2306	0.7096	0.1538	0.7096	0.8424
0.0448	9.6569	2308	0.7100	0.1538	0.7100	0.8426
0.0448	9.6653	2310	0.7105	0.1538	0.7105	0.8429
0.0448	9.6736	2312	0.7119	0.1538	0.7119	0.8437
0.0448	9.6820	2314	0.7132	0.1538	0.7132	0.8445
0.0448	9.6904	2316	0.7125	0.1538	0.7125	0.8441
0.0448	9.6987	2318	0.7132	0.1538	0.7132	0.8445
0.0448	9.7071	2320	0.7128	0.1538	0.7128	0.8443
0.0448	9.7155	2322	0.7140	0.1538	0.7140	0.8450
0.0448	9.7238	2324	0.7171	0.1538	0.7171	0.8468
0.0448	9.7322	2326	0.7206	0.1538	0.7206	0.8489
0.0448	9.7406	2328	0.7229	0.1538	0.7229	0.8502
0.0448	9.7490	2330	0.7253	0.1538	0.7253	0.8517
0.0448	9.7573	2332	0.7293	0.1538	0.7293	0.8540
0.0448	9.7657	2334	0.7311	0.1538	0.7311	0.8550
0.0448	9.7741	2336	0.7323	0.1538	0.7323	0.8557
0.0448	9.7824	2338	0.7335	0.1538	0.7335	0.8565
0.0448	9.7908	2340	0.7345	0.1538	0.7345	0.8570
0.0448	9.7992	2342	0.7351	0.1538	0.7351	0.8574
0.0448	9.8075	2344	0.7363	0.1538	0.7363	0.8581
0.0448	9.8159	2346	0.7350	0.1538	0.7350	0.8573
0.0448	9.8243	2348	0.7356	0.1538	0.7356	0.8577
0.0448	9.8326	2350	0.7350	0.1538	0.7350	0.8573
0.0448	9.8410	2352	0.7336	0.1538	0.7336	0.8565
0.0448	9.8494	2354	0.7313	0.1538	0.7313	0.8551
0.0448	9.8577	2356	0.7288	0.1538	0.7288	0.8537
0.0448	9.8661	2358	0.7271	0.1538	0.7271	0.8527
0.0448	9.8745	2360	0.7256	0.1538	0.7256	0.8518
0.0448	9.8828	2362	0.7245	0.1538	0.7245	0.8512
0.0448	9.8912	2364	0.7231	0.1538	0.7231	0.8504
0.0448	9.8996	2366	0.7215	0.1538	0.7215	0.8494
0.0448	9.9079	2368	0.7201	0.1538	0.7201	0.8486
0.0448	9.9163	2370	0.7188	0.1538	0.7188	0.8478
0.0448	9.9247	2372	0.7173	0.1538	0.7173	0.8469
0.0448	9.9331	2374	0.7156	0.1538	0.7156	0.8459
0.0448	9.9414	2376	0.7143	0.1538	0.7143	0.8452
0.0448	9.9498	2378	0.7132	0.1538	0.7132	0.8445
0.0448	9.9582	2380	0.7127	0.1538	0.7127	0.8442
0.0448	9.9665	2382	0.7124	0.1538	0.7124	0.8440
0.0448	9.9749	2384	0.7122	0.1538	0.7122	0.8439
0.0448	9.9833	2386	0.7120	0.1538	0.7120	0.8438
0.0448	9.9916	2388	0.7118	0.1538	0.7118	0.8437
0.0448	10.0	2390	0.7118	0.1538	0.7118	0.8437

Framework versions

Transformers 4.44.2
Pytorch 2.4.0+cu118
Datasets 2.21.0
Tokenizers 0.19.1

Task: Text Classification
Library: transformers
Type: bert
Created: Nov 25, 2024
Updated: Nov 25, 2024