README.md

metadata

license: apache-2.0
library_name: peft
tags:
  - alignment-handbook
  - generated_from_trainer
  - trl
  - dpo
  - generated_from_trainer
datasets:
  - HuggingFaceH4/ultrafeedback_binarized
base_model: TinyLlama/TinyLlama-1.1B-Chat-v1.0
model-index:
  - name: zephyr-tiny-dpo-qlora
    results: []

zephyr-tiny-dpo-qlora

This model is a fine-tuned version of TinyLlama/TinyLlama-1.1B-Chat-v1.0 on the HuggingFaceH4/ultrafeedback_binarized dataset. It achieves the following results on the evaluation set:

• Loss: 0.5999
• Rewards/chosen: -1.4826
• Rewards/rejected: -1.9237
• Rewards/accuracies: 0.6735
• Rewards/margins: 0.4412
• Logps/rejected: -493.4848
• Logps/chosen: -481.0047
• Logits/rejected: -2.2428
• Logits/chosen: -2.2348

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: 5e-06
• train_batch_size: 1
• eval_batch_size: 2
• seed: 42
• distributed_type: multi-GPU
• gradient_accumulation_steps: 8
• total_train_batch_size: 8
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: cosine
• lr_scheduler_warmup_ratio: 0.1
• num_epochs: 1

Training results

Training Loss	Epoch	Step	Validation Loss	Rewards/chosen	Rewards/rejected	Rewards/accuracies	Rewards/margins	Logps/rejected	Logps/chosen	Logits/rejected	Logits/chosen
0.693	0.0	10	0.6931	0.0000	-0.0000	0.4965	0.0001	-301.1112	-332.7445	-2.7351	-2.7424
0.6932	0.0	20	0.6931	0.0001	-0.0001	0.4980	0.0002	-301.1186	-332.7424	-2.7355	-2.7427
0.6931	0.0	30	0.6931	0.0000	0.0000	0.4930	0.0000	-301.1074	-332.7456	-2.7351	-2.7423
0.6931	0.01	40	0.6931	0.0001	-0.0001	0.5095	0.0001	-301.1160	-332.7425	-2.7352	-2.7424
0.6935	0.01	50	0.6931	0.0002	0.0001	0.4980	0.0001	-301.1013	-332.7299	-2.7349	-2.7422
0.6932	0.01	60	0.6930	0.0001	-0.0002	0.5100	0.0003	-301.1270	-332.7393	-2.7349	-2.7421
0.6933	0.01	70	0.6931	0.0001	-0.0001	0.5210	0.0002	-301.1194	-332.7415	-2.7352	-2.7424
0.693	0.01	80	0.6930	0.0002	0.0000	0.5010	0.0002	-301.1097	-332.7282	-2.7352	-2.7424
0.6933	0.01	90	0.6931	0.0001	0.0000	0.4975	0.0000	-301.1066	-332.7416	-2.7350	-2.7424
0.6935	0.01	100	0.6932	0.0000	0.0001	0.4940	-0.0001	-301.0979	-332.7456	-2.7352	-2.7424
0.6925	0.01	110	0.6931	-0.0000	-0.0001	0.4895	0.0001	-301.1203	-332.7512	-2.7352	-2.7425
0.6927	0.02	120	0.6931	-0.0000	-0.0001	0.4920	0.0001	-301.1205	-332.7540	-2.7350	-2.7423
0.6931	0.02	130	0.6931	-0.0000	-0.0002	0.5085	0.0002	-301.1299	-332.7500	-2.7352	-2.7424
0.6932	0.02	140	0.6931	-0.0000	-0.0001	0.4985	0.0001	-301.1245	-332.7522	-2.7351	-2.7424
0.6925	0.02	150	0.6931	0.0001	-0.0000	0.5015	0.0001	-301.1144	-332.7434	-2.7348	-2.7420
0.6931	0.02	160	0.6931	-0.0001	-0.0001	0.4935	0.0000	-301.1194	-332.7556	-2.7346	-2.7418
0.693	0.02	170	0.6931	-0.0001	-0.0001	0.4925	0.0000	-301.1203	-332.7569	-2.7350	-2.7422
0.6938	0.02	180	0.6931	-0.0002	-0.0002	0.5	0.0000	-301.1345	-332.7730	-2.7347	-2.7420
0.6929	0.02	190	0.6930	-0.0000	-0.0003	0.5260	0.0003	-301.1443	-332.7518	-2.7349	-2.7422
0.6924	0.03	200	0.6931	-0.0003	-0.0005	0.5040	0.0002	-301.1588	-332.7804	-2.7350	-2.7422
0.6932	0.03	210	0.6931	-0.0002	-0.0004	0.5050	0.0002	-301.1479	-332.7717	-2.7350	-2.7422
0.6934	0.03	220	0.6930	-0.0003	-0.0005	0.4965	0.0002	-301.1607	-332.7756	-2.7345	-2.7418
0.693	0.03	230	0.6929	-0.0004	-0.0009	0.5290	0.0005	-301.2017	-332.7917	-2.7351	-2.7422
0.6928	0.03	240	0.6930	-0.0006	-0.0008	0.5175	0.0003	-301.1921	-332.8048	-2.7354	-2.7426
0.6935	0.03	250	0.6929	-0.0005	-0.0010	0.5370	0.0005	-301.2145	-332.8021	-2.7352	-2.7423
0.6934	0.03	260	0.6929	-0.0007	-0.0013	0.5275	0.0006	-301.2392	-332.8221	-2.7351	-2.7423
0.6937	0.04	270	0.6929	-0.0008	-0.0013	0.5150	0.0006	-301.2431	-332.8276	-2.7349	-2.7422
0.6925	0.04	280	0.6929	-0.0009	-0.0015	0.5270	0.0006	-301.2622	-332.8435	-2.7354	-2.7424
0.6927	0.04	290	0.6929	-0.0012	-0.0018	0.5320	0.0006	-301.2879	-332.8693	-2.7349	-2.7419
0.693	0.04	300	0.6928	-0.0015	-0.0022	0.5395	0.0008	-301.3325	-332.8954	-2.7350	-2.7421
0.6922	0.04	310	0.6927	-0.0017	-0.0026	0.5510	0.0009	-301.3729	-332.9208	-2.7347	-2.7417
0.693	0.04	320	0.6926	-0.0020	-0.0030	0.5585	0.0010	-301.4145	-332.9500	-2.7348	-2.7418
0.6927	0.04	330	0.6926	-0.0023	-0.0034	0.5520	0.0011	-301.4496	-332.9778	-2.7345	-2.7415
0.6924	0.04	340	0.6925	-0.0028	-0.0042	0.5600	0.0014	-301.5256	-333.0244	-2.7347	-2.7416
0.6921	0.05	350	0.6922	-0.0033	-0.0051	0.5725	0.0018	-301.6199	-333.0765	-2.7345	-2.7414
0.6918	0.05	360	0.6922	-0.0039	-0.0059	0.5835	0.0019	-301.6956	-333.1432	-2.7348	-2.7417
0.6918	0.05	370	0.6920	-0.0048	-0.0071	0.5925	0.0023	-301.8189	-333.2271	-2.7351	-2.7419
0.6905	0.05	380	0.6919	-0.0059	-0.0085	0.5855	0.0026	-301.9619	-333.3396	-2.7354	-2.7421
0.691	0.05	390	0.6916	-0.0074	-0.0107	0.5925	0.0032	-302.1753	-333.4940	-2.7360	-2.7425
0.6929	0.05	400	0.6912	-0.0090	-0.0129	0.6005	0.0039	-302.4012	-333.6461	-2.7361	-2.7426
0.6911	0.05	410	0.6910	-0.0101	-0.0144	0.6000	0.0043	-302.5548	-333.7640	-2.7362	-2.7425
0.6914	0.05	420	0.6907	-0.0115	-0.0164	0.6045	0.0049	-302.7467	-333.8960	-2.7361	-2.7424
0.6921	0.06	430	0.6907	-0.0127	-0.0178	0.5905	0.0051	-302.8855	-334.0163	-2.7368	-2.7430
0.6918	0.06	440	0.6903	-0.0134	-0.0191	0.6005	0.0057	-303.0195	-334.0882	-2.7364	-2.7426
0.6928	0.06	450	0.6904	-0.0140	-0.0197	0.6060	0.0056	-303.0764	-334.1518	-2.7364	-2.7424
0.6894	0.06	460	0.6901	-0.0158	-0.0220	0.6035	0.0062	-303.3061	-334.3250	-2.7361	-2.7421
0.6894	0.06	470	0.6896	-0.0182	-0.0254	0.6020	0.0072	-303.6496	-334.5720	-2.7358	-2.7416
0.6896	0.06	480	0.6892	-0.0212	-0.0294	0.6105	0.0082	-304.0499	-334.8725	-2.7352	-2.7409
0.6878	0.06	490	0.6885	-0.0252	-0.0347	0.6080	0.0095	-304.5756	-335.2660	-2.7347	-2.7402
0.6893	0.07	500	0.6880	-0.0300	-0.0407	0.6145	0.0107	-305.1786	-335.7523	-2.7344	-2.7397
0.6898	0.07	510	0.6875	-0.0332	-0.0449	0.6170	0.0117	-305.6008	-336.0675	-2.7342	-2.7394
0.6869	0.07	520	0.6869	-0.0368	-0.0498	0.6135	0.0130	-306.0887	-336.4317	-2.7340	-2.7389
0.686	0.07	530	0.6863	-0.0420	-0.0563	0.6150	0.0143	-306.7418	-336.9489	-2.7337	-2.7384
0.6835	0.07	540	0.6854	-0.0494	-0.0657	0.6115	0.0163	-307.6848	-337.6916	-2.7339	-2.7382
0.6832	0.07	550	0.6844	-0.0592	-0.0778	0.6115	0.0186	-308.8883	-338.6699	-2.7335	-2.7374
0.6788	0.07	560	0.6833	-0.0714	-0.0924	0.6150	0.0211	-310.3549	-339.8881	-2.7331	-2.7365
0.6815	0.07	570	0.6821	-0.0845	-0.1083	0.6075	0.0238	-311.9396	-341.1985	-2.7324	-2.7352
0.678	0.08	580	0.6810	-0.0998	-0.1264	0.6070	0.0266	-313.7509	-342.7325	-2.7315	-2.7338
0.6724	0.08	590	0.6796	-0.1214	-0.1516	0.5960	0.0301	-316.2653	-344.8932	-2.7310	-2.7325
0.686	0.08	600	0.6781	-0.1427	-0.1765	0.6000	0.0338	-318.7592	-347.0211	-2.7295	-2.7301
0.6694	0.08	610	0.6772	-0.1567	-0.1929	0.6025	0.0362	-320.3974	-348.4165	-2.7311	-2.7311
0.6606	0.08	620	0.6753	-0.2050	-0.2468	0.6080	0.0418	-325.7889	-353.2503	-2.7336	-2.7319
0.668	0.08	630	0.6737	-0.2591	-0.3064	0.6020	0.0473	-331.7452	-358.6589	-2.7307	-2.7269
0.6781	0.08	640	0.6721	-0.3056	-0.3586	0.6075	0.0531	-336.9739	-363.3046	-2.7222	-2.7167
0.6732	0.09	650	0.6708	-0.2917	-0.3474	0.6095	0.0556	-335.8477	-361.9241	-2.7171	-2.7116
0.6768	0.09	660	0.6700	-0.2857	-0.3432	0.6130	0.0575	-335.4340	-361.3224	-2.7157	-2.7105
0.667	0.09	670	0.6692	-0.2830	-0.3423	0.6185	0.0593	-335.3443	-361.0500	-2.7128	-2.7082
0.6693	0.09	680	0.6685	-0.2968	-0.3588	0.6145	0.0620	-336.9861	-362.4294	-2.7100	-2.7054
0.6707	0.09	690	0.6676	-0.3056	-0.3703	0.6150	0.0647	-338.1431	-363.3129	-2.7089	-2.7039
0.6718	0.09	700	0.6671	-0.2991	-0.3646	0.6145	0.0654	-337.5663	-362.6632	-2.7051	-2.7002
0.6511	0.09	710	0.6659	-0.3404	-0.4112	0.6135	0.0708	-342.2339	-366.7898	-2.6996	-2.6940
0.6685	0.09	720	0.6651	-0.3662	-0.4408	0.6110	0.0746	-345.1917	-369.3723	-2.6963	-2.6901
0.6702	0.1	730	0.6645	-0.3862	-0.4637	0.6135	0.0775	-347.4822	-371.3727	-2.6940	-2.6870
0.6723	0.1	740	0.6644	-0.3721	-0.4493	0.6145	0.0772	-346.0402	-369.9626	-2.6951	-2.6883
0.6484	0.1	750	0.6638	-0.3937	-0.4738	0.6110	0.0802	-348.4942	-372.1144	-2.6951	-2.6878
0.6701	0.1	760	0.6634	-0.3749	-0.4545	0.6160	0.0797	-346.5627	-370.2365	-2.6956	-2.6885
0.6578	0.1	770	0.6631	-0.3941	-0.4756	0.6140	0.0815	-348.6732	-372.1638	-2.6923	-2.6855
0.6555	0.1	780	0.6628	-0.4020	-0.4850	0.6170	0.0830	-349.6146	-372.9538	-2.6920	-2.6853
0.6354	0.1	790	0.6619	-0.4552	-0.5451	0.6095	0.0899	-355.6183	-378.2653	-2.6796	-2.6718
0.643	0.1	800	0.6610	-0.5059	-0.6043	0.6095	0.0985	-361.5449	-383.3349	-2.6665	-2.6568
0.6762	0.11	810	0.6602	-0.4854	-0.5858	0.6110	0.1004	-359.6948	-381.2932	-2.6608	-2.6501
0.6559	0.11	820	0.6599	-0.4742	-0.5764	0.6105	0.1022	-358.7486	-380.1671	-2.6537	-2.6431
0.638	0.11	830	0.6609	-0.5706	-0.6834	0.6040	0.1128	-369.4500	-389.8056	-2.6360	-2.6246
0.6485	0.11	840	0.6623	-0.6102	-0.7278	0.6045	0.1176	-373.8880	-393.7682	-2.6275	-2.6167
0.6393	0.11	850	0.6640	-0.6622	-0.7881	0.6055	0.1260	-379.9243	-398.9680	-2.6169	-2.6060
0.6465	0.11	860	0.6670	-0.7285	-0.8637	0.6070	0.1352	-387.4784	-405.5987	-2.6065	-2.5957
0.6604	0.11	870	0.6644	-0.6914	-0.8228	0.6060	0.1314	-383.3900	-401.8903	-2.6138	-2.6024
0.6875	0.12	880	0.6669	-0.7485	-0.8871	0.6015	0.1386	-389.8181	-407.5961	-2.6100	-2.5992
0.6721	0.12	890	0.6637	-0.6864	-0.8203	0.6060	0.1339	-383.1368	-401.3889	-2.6204	-2.6104
0.7118	0.12	900	0.6599	-0.5840	-0.7083	0.6020	0.1243	-371.9418	-391.1490	-2.6316	-2.6222
0.612	0.12	910	0.6612	-0.6170	-0.7458	0.6100	0.1288	-375.6937	-394.4494	-2.6216	-2.6122
0.6676	0.12	920	0.6611	-0.6209	-0.7518	0.6090	0.1309	-376.2944	-394.8423	-2.6197	-2.6095
0.6577	0.12	930	0.6620	-0.6461	-0.7813	0.6090	0.1352	-379.2373	-397.3580	-2.6148	-2.6049
0.637	0.12	940	0.6590	-0.5819	-0.7113	0.6095	0.1294	-372.2401	-390.9405	-2.6263	-2.6165
0.6663	0.12	950	0.6571	-0.5252	-0.6501	0.6115	0.1250	-366.1216	-385.2651	-2.6330	-2.6230
0.6437	0.13	960	0.6564	-0.5218	-0.6483	0.6140	0.1265	-365.9413	-384.9284	-2.6313	-2.6211
0.6053	0.13	970	0.6567	-0.5715	-0.7062	0.6180	0.1347	-371.7264	-389.8969	-2.6223	-2.6111
0.63	0.13	980	0.6615	-0.7128	-0.8643	0.6125	0.1516	-387.5418	-404.0250	-2.5987	-2.5871
0.6434	0.13	990	0.6638	-0.7523	-0.9096	0.6075	0.1573	-392.0733	-407.9801	-2.5910	-2.5807
0.6192	0.13	1000	0.6646	-0.7700	-0.9321	0.6080	0.1620	-394.3170	-409.7525	-2.5899	-2.5800
0.6942	0.13	1010	0.6576	-0.6474	-0.7958	0.6145	0.1484	-380.6887	-397.4907	-2.6080	-2.5973
0.6408	0.13	1020	0.6591	-0.6905	-0.8454	0.6150	0.1549	-385.6538	-401.7998	-2.5979	-2.5869
0.6204	0.13	1030	0.6608	-0.7136	-0.8728	0.6185	0.1592	-388.3903	-404.1101	-2.5930	-2.5825
0.5986	0.14	1040	0.6670	-0.8048	-0.9774	0.6125	0.1726	-398.8505	-413.2312	-2.5784	-2.5676
0.6624	0.14	1050	0.6649	-0.7874	-0.9602	0.6150	0.1728	-397.1287	-411.4896	-2.5844	-2.5734
0.6528	0.14	1060	0.6576	-0.6652	-0.8239	0.6170	0.1587	-383.4967	-399.2669	-2.6061	-2.5949
0.6332	0.14	1070	0.6563	-0.6362	-0.7933	0.6175	0.1571	-380.4353	-396.3664	-2.6101	-2.5985
0.6364	0.14	1080	0.6564	-0.6426	-0.8019	0.6140	0.1593	-381.3039	-397.0139	-2.6074	-2.5956
0.6063	0.14	1090	0.6589	-0.6922	-0.8596	0.6140	0.1674	-387.0664	-401.9653	-2.5995	-2.5879
0.6684	0.14	1100	0.6570	-0.6425	-0.8050	0.6160	0.1624	-381.6060	-397.0017	-2.6067	-2.5950
0.6948	0.15	1110	0.6534	-0.5348	-0.6827	0.6240	0.1479	-369.3778	-386.2302	-2.6269	-2.6154
0.683	0.15	1120	0.6526	-0.4925	-0.6328	0.6255	0.1404	-364.3933	-381.9963	-2.6371	-2.6261
0.5879	0.15	1130	0.6523	-0.4921	-0.6319	0.6210	0.1397	-364.2989	-381.9638	-2.6393	-2.6282
0.6422	0.15	1140	0.6521	-0.4999	-0.6428	0.6235	0.1429	-365.3921	-382.7381	-2.6401	-2.6286
0.6534	0.15	1150	0.6519	-0.5132	-0.6594	0.6215	0.1462	-367.0510	-384.0742	-2.6356	-2.6237
0.642	0.15	1160	0.6519	-0.5355	-0.6859	0.6240	0.1504	-369.7019	-386.3025	-2.6312	-2.6188
0.6138	0.15	1170	0.6526	-0.5731	-0.7317	0.6230	0.1585	-374.2781	-390.0626	-2.6258	-2.6126
0.6603	0.15	1180	0.6529	-0.6232	-0.7897	0.6185	0.1665	-380.0800	-395.0720	-2.6229	-2.6091
0.6446	0.16	1190	0.6540	-0.6478	-0.8187	0.6160	0.1709	-382.9786	-397.5279	-2.6169	-2.6025
0.6647	0.16	1200	0.6546	-0.6563	-0.8288	0.6185	0.1725	-383.9888	-398.3748	-2.6143	-2.5996
0.6214	0.16	1210	0.6534	-0.6735	-0.8479	0.6225	0.1744	-385.8965	-400.0964	-2.6187	-2.6038
0.7606	0.16	1220	0.6501	-0.6053	-0.7665	0.6235	0.1612	-377.7646	-393.2815	-2.6355	-2.6217
0.64	0.16	1230	0.6489	-0.5571	-0.7096	0.6235	0.1525	-372.0700	-388.4599	-2.6485	-2.6351
0.6503	0.16	1240	0.6486	-0.5107	-0.6566	0.6280	0.1460	-366.7746	-383.8181	-2.6544	-2.6420
0.6625	0.16	1250	0.6486	-0.4712	-0.6109	0.6290	0.1397	-362.1982	-379.8656	-2.6617	-2.6501
0.6365	0.16	1260	0.6484	-0.4679	-0.6087	0.6300	0.1407	-361.9755	-379.5409	-2.6599	-2.6480
0.6314	0.17	1270	0.6475	-0.5215	-0.6731	0.6275	0.1516	-368.4208	-384.9039	-2.6515	-2.6390
0.6429	0.17	1280	0.6468	-0.5830	-0.7443	0.6265	0.1613	-375.5394	-391.0509	-2.6435	-2.6299
0.6351	0.17	1290	0.6463	-0.6230	-0.7897	0.6255	0.1668	-380.0834	-395.0453	-2.6434	-2.6293
0.6147	0.17	1300	0.6467	-0.6928	-0.8684	0.6220	0.1757	-387.9538	-402.0265	-2.6450	-2.6303
0.6809	0.17	1310	0.6478	-0.7348	-0.9135	0.6215	0.1787	-392.4579	-406.2247	-2.6489	-2.6348
0.6469	0.17	1320	0.6465	-0.6788	-0.8506	0.6200	0.1718	-386.1691	-400.6298	-2.6541	-2.6406
0.5969	0.17	1330	0.6460	-0.6713	-0.8464	0.6215	0.1750	-385.7466	-399.8843	-2.6493	-2.6348
0.6755	0.18	1340	0.6460	-0.6794	-0.8585	0.6210	0.1791	-386.9584	-400.6845	-2.6436	-2.6283
0.6043	0.18	1350	0.6464	-0.6744	-0.8555	0.6265	0.1812	-386.6622	-400.1864	-2.6353	-2.6195
0.6213	0.18	1360	0.6477	-0.7281	-0.9177	0.6275	0.1896	-392.8765	-405.5606	-2.6236	-2.6073
0.6907	0.18	1370	0.6469	-0.7326	-0.9235	0.625	0.1909	-393.4615	-406.0066	-2.6231	-2.6075
0.6027	0.18	1380	0.6468	-0.7486	-0.9422	0.6215	0.1937	-395.3317	-407.6045	-2.6168	-2.6010
0.6505	0.18	1390	0.6457	-0.7204	-0.9097	0.625	0.1892	-392.0762	-404.7940	-2.6223	-2.6073
0.6131	0.18	1400	0.6448	-0.6976	-0.8840	0.6265	0.1864	-389.5133	-402.5106	-2.6269	-2.6119
0.6537	0.18	1410	0.6441	-0.6774	-0.8600	0.6275	0.1827	-387.1135	-400.4853	-2.6296	-2.6148
0.6384	0.19	1420	0.6434	-0.6711	-0.8524	0.6280	0.1813	-386.3515	-399.8629	-2.6321	-2.6176
0.6132	0.19	1430	0.6432	-0.7036	-0.8889	0.6270	0.1854	-390.0041	-403.1084	-2.6326	-2.6182
0.6443	0.19	1440	0.6423	-0.7073	-0.8938	0.6265	0.1865	-390.4881	-403.4806	-2.6346	-2.6199
0.615	0.19	1450	0.6419	-0.6898	-0.8742	0.6270	0.1844	-388.5262	-401.7285	-2.6376	-2.6228
0.6368	0.19	1460	0.6420	-0.7207	-0.9126	0.6365	0.1919	-392.3671	-404.8150	-2.6282	-2.6125
0.6896	0.19	1470	0.6410	-0.6924	-0.8807	0.6320	0.1882	-389.1761	-401.9932	-2.6298	-2.6142
0.6412	0.19	1480	0.6412	-0.7362	-0.9274	0.6295	0.1913	-393.8524	-406.3655	-2.6306	-2.6154
0.6064	0.19	1490	0.6418	-0.7669	-0.9592	0.6245	0.1923	-397.0263	-409.4356	-2.6332	-2.6182
0.6325	0.2	1500	0.6417	-0.7711	-0.9637	0.6285	0.1926	-397.4810	-409.8640	-2.6361	-2.6212
0.6424	0.2	1510	0.6402	-0.7373	-0.9315	0.6320	0.1941	-394.2556	-406.4838	-2.6307	-2.6155
0.5892	0.2	1520	0.6411	-0.7950	-0.9991	0.6355	0.2041	-401.0219	-412.2532	-2.6197	-2.6038
0.7037	0.2	1530	0.6403	-0.7732	-0.9738	0.6340	0.2006	-398.4938	-410.0700	-2.6243	-2.6087
0.6159	0.2	1540	0.6390	-0.7238	-0.9190	0.6340	0.1952	-393.0093	-405.1262	-2.6230	-2.6075
0.6365	0.2	1550	0.6391	-0.7273	-0.9224	0.6370	0.1951	-393.3499	-405.4745	-2.6207	-2.6051
0.6055	0.2	1560	0.6391	-0.7326	-0.9318	0.6335	0.1992	-394.2929	-406.0096	-2.6110	-2.5947
0.6129	0.21	1570	0.6402	-0.7043	-0.9034	0.6360	0.1991	-391.4497	-403.1786	-2.5989	-2.5811
0.6286	0.21	1580	0.6425	-0.7866	-1.0002	0.6380	0.2135	-401.1251	-411.4100	-2.5811	-2.5616
0.6803	0.21	1590	0.6425	-0.8338	-1.0554	0.6375	0.2216	-406.6456	-416.1252	-2.5802	-2.5604
0.6037	0.21	1600	0.6421	-0.8273	-1.0473	0.6400	0.2200	-405.8362	-415.4784	-2.5802	-2.5603
0.7021	0.21	1610	0.6421	-0.7084	-0.9104	0.6340	0.2020	-392.1523	-403.5919	-2.5816	-2.5623
0.6388	0.21	1620	0.6410	-0.6609	-0.8549	0.6315	0.1940	-386.6023	-398.8391	-2.5855	-2.5669
0.5835	0.21	1630	0.6402	-0.7310	-0.9371	0.6365	0.2061	-394.8233	-405.8494	-2.5778	-2.5591
0.6083	0.21	1640	0.6409	-0.8032	-1.0213	0.6340	0.2182	-403.2436	-413.0656	-2.5690	-2.5498
0.6022	0.22	1650	0.6415	-0.8630	-1.0908	0.6365	0.2278	-410.1859	-419.0446	-2.5710	-2.5515
0.6203	0.22	1660	0.6407	-0.8503	-1.0771	0.6370	0.2268	-408.8165	-417.7774	-2.5823	-2.5632
0.6444	0.22	1670	0.6396	-0.8407	-1.0657	0.6355	0.2250	-407.6794	-416.8189	-2.5919	-2.5731
0.6084	0.22	1680	0.6388	-0.8054	-1.0262	0.6380	0.2208	-403.7292	-413.2849	-2.5990	-2.5808
0.6797	0.22	1690	0.6387	-0.8254	-1.0483	0.6410	0.2230	-405.9435	-415.2863	-2.5981	-2.5806
0.6111	0.22	1700	0.6385	-0.8136	-1.0354	0.6390	0.2218	-404.6506	-414.1109	-2.5919	-2.5750
0.6356	0.22	1710	0.6393	-0.8148	-1.0369	0.6340	0.2220	-404.7968	-414.2316	-2.5836	-2.5671
0.5897	0.23	1720	0.6413	-0.8275	-1.0512	0.6350	0.2236	-406.2257	-415.5031	-2.5779	-2.5621
0.6146	0.23	1730	0.6429	-0.8567	-1.0856	0.6340	0.2289	-409.6731	-418.4196	-2.5745	-2.5588
0.6418	0.23	1740	0.6437	-0.9051	-1.1429	0.6295	0.2378	-415.3972	-423.2546	-2.5724	-2.5562
0.6322	0.23	1750	0.6413	-0.8541	-1.0862	0.6340	0.2322	-409.7335	-418.1546	-2.5868	-2.5712
0.628	0.23	1760	0.6369	-0.7892	-1.0117	0.6310	0.2225	-402.2831	-411.6743	-2.6153	-2.6007
0.5509	0.23	1770	0.6369	-0.7881	-1.0129	0.6290	0.2247	-402.3954	-411.5599	-2.6190	-2.6041
0.5959	0.23	1780	0.6371	-0.7471	-0.9675	0.6295	0.2203	-397.8552	-407.4631	-2.6175	-2.6019
0.6137	0.23	1790	0.6370	-0.7905	-1.0189	0.6265	0.2283	-402.9956	-411.8017	-2.6157	-2.5999
0.6518	0.24	1800	0.6367	-0.8300	-1.0656	0.6310	0.2355	-407.6683	-415.7537	-2.6121	-2.5960
0.6444	0.24	1810	0.6359	-0.8129	-1.0451	0.6315	0.2322	-405.6207	-414.0361	-2.6105	-2.5939
0.645	0.24	1820	0.6362	-0.8089	-1.0419	0.6335	0.2329	-405.2971	-413.6440	-2.6049	-2.5881
0.6188	0.24	1830	0.6372	-0.8706	-1.1143	0.6265	0.2437	-412.5353	-419.8054	-2.5952	-2.5781
0.597	0.24	1840	0.6378	-0.8381	-1.0796	0.6245	0.2414	-409.0667	-416.5643	-2.5903	-2.5728
0.6169	0.24	1850	0.6380	-0.8494	-1.0920	0.6255	0.2426	-410.3075	-417.6918	-2.5900	-2.5729
0.5578	0.24	1860	0.6403	-0.8872	-1.1355	0.6255	0.2484	-414.6641	-421.4672	-2.5811	-2.5646
0.6017	0.24	1870	0.6397	-0.9055	-1.1567	0.6245	0.2513	-416.7841	-423.2950	-2.5861	-2.5702
0.6193	0.25	1880	0.6379	-0.9120	-1.1633	0.6280	0.2513	-417.4392	-423.9531	-2.5942	-2.5784
0.6376	0.25	1890	0.6372	-0.9484	-1.2006	0.6305	0.2522	-421.1735	-427.5891	-2.6016	-2.5859
0.6282	0.25	1900	0.6361	-0.9367	-1.1858	0.6335	0.2491	-419.6852	-426.4164	-2.6061	-2.5904
0.6556	0.25	1910	0.6358	-0.9203	-1.1659	0.6315	0.2456	-417.7047	-424.7823	-2.6082	-2.5926
0.6259	0.25	1920	0.6337	-0.8454	-1.0800	0.6340	0.2346	-409.1140	-417.2929	-2.6206	-2.6057
0.7005	0.25	1930	0.6329	-0.8074	-1.0319	0.6390	0.2245	-404.2984	-413.4906	-2.6362	-2.6222
0.6331	0.25	1940	0.6326	-0.7858	-1.0043	0.6350	0.2185	-401.5396	-411.3259	-2.6430	-2.6293
0.6362	0.26	1950	0.6318	-0.7784	-0.9987	0.6375	0.2202	-400.9760	-410.5943	-2.6435	-2.6298
0.5862	0.26	1960	0.6319	-0.8285	-1.0595	0.6355	0.2310	-407.0627	-415.5986	-2.6348	-2.6206
0.6907	0.26	1970	0.6316	-0.7761	-1.0016	0.6345	0.2255	-401.2738	-410.3633	-2.6301	-2.6154
0.6349	0.26	1980	0.6315	-0.7514	-0.9749	0.6330	0.2234	-398.5971	-407.8918	-2.6283	-2.6133
0.618	0.26	1990	0.6315	-0.8443	-1.0831	0.6415	0.2387	-409.4156	-417.1805	-2.6258	-2.6106
0.6924	0.26	2000	0.6317	-0.8507	-1.0894	0.6390	0.2387	-410.0538	-417.8204	-2.6258	-2.6107
0.6461	0.26	2010	0.6307	-0.8010	-1.0331	0.6405	0.2321	-404.4166	-412.8479	-2.6269	-2.6121
0.6233	0.26	2020	0.6306	-0.7717	-1.0007	0.6405	0.2290	-401.1810	-409.9208	-2.6243	-2.6096
0.6237	0.27	2030	0.6305	-0.7362	-0.9611	0.6380	0.2250	-397.2237	-406.3678	-2.6218	-2.6072
0.5939	0.27	2040	0.6308	-0.7560	-0.9877	0.6385	0.2317	-399.8785	-408.3467	-2.6155	-2.6006
0.5974	0.27	2050	0.6328	-0.7690	-1.0063	0.6390	0.2372	-401.7351	-409.6518	-2.6026	-2.5867
0.6569	0.27	2060	0.6336	-0.8145	-1.0587	0.6370	0.2442	-406.9814	-414.1979	-2.5981	-2.5818
0.6322	0.27	2070	0.6324	-0.8495	-1.0992	0.6410	0.2497	-411.0252	-417.6963	-2.6044	-2.5878
0.6262	0.27	2080	0.6311	-0.8940	-1.1476	0.6400	0.2536	-415.8672	-422.1446	-2.6086	-2.5924
0.6663	0.27	2090	0.6304	-0.8916	-1.1427	0.6425	0.2511	-415.3799	-421.9053	-2.6108	-2.5941
0.6222	0.27	2100	0.6301	-0.8936	-1.1429	0.6385	0.2493	-415.3976	-422.1054	-2.6116	-2.5948
0.6496	0.28	2110	0.6297	-0.8529	-1.0969	0.6410	0.2440	-410.8004	-418.0361	-2.6108	-2.5937
0.6135	0.28	2120	0.6296	-0.8347	-1.0778	0.6390	0.2431	-408.8890	-416.2200	-2.6070	-2.5897
0.65	0.28	2130	0.6301	-0.8876	-1.1407	0.6405	0.2532	-415.1848	-421.5057	-2.5947	-2.5773
0.6562	0.28	2140	0.6285	-0.8648	-1.1125	0.6465	0.2478	-412.3636	-419.2277	-2.5994	-2.5827
0.5989	0.28	2150	0.6281	-0.8920	-1.1425	0.6475	0.2505	-415.3588	-421.9513	-2.5980	-2.5814
0.6232	0.28	2160	0.6284	-0.9406	-1.1958	0.6460	0.2552	-420.6875	-426.8111	-2.5974	-2.5812
0.6596	0.28	2170	0.6278	-0.9201	-1.1694	0.6465	0.2493	-418.0499	-424.7549	-2.5999	-2.5843
0.5964	0.29	2180	0.6268	-0.8547	-1.0934	0.6515	0.2387	-410.4538	-418.2219	-2.6082	-2.5931
0.5492	0.29	2190	0.6265	-0.8444	-1.0852	0.6515	0.2408	-409.6349	-417.1944	-2.6069	-2.5917
0.6317	0.29	2200	0.6260	-0.8036	-1.0426	0.6520	0.2390	-405.3683	-413.1067	-2.6051	-2.5893
0.6286	0.29	2210	0.6260	-0.8071	-1.0510	0.6445	0.2439	-406.2112	-413.4576	-2.5994	-2.5829
0.6342	0.29	2220	0.6260	-0.8266	-1.0738	0.6465	0.2471	-408.4855	-415.4107	-2.5996	-2.5829
0.6217	0.29	2230	0.6261	-0.8837	-1.1394	0.6465	0.2557	-415.0464	-421.1188	-2.5963	-2.5795
0.5913	0.29	2240	0.6272	-0.9178	-1.1822	0.6430	0.2644	-419.3282	-424.5318	-2.5881	-2.5709
0.6624	0.29	2250	0.6280	-0.9283	-1.1962	0.6420	0.2679	-420.7293	-425.5768	-2.5880	-2.5705
0.6178	0.3	2260	0.6282	-0.8820	-1.1434	0.6410	0.2614	-415.4528	-420.9500	-2.5934	-2.5759
0.6685	0.3	2270	0.6269	-0.8848	-1.1448	0.6455	0.2600	-415.5908	-421.2300	-2.6020	-2.5852
0.6301	0.3	2280	0.6263	-0.8919	-1.1514	0.6475	0.2595	-416.2523	-421.9367	-2.6086	-2.5923
0.6861	0.3	2290	0.6259	-0.9077	-1.1691	0.6495	0.2615	-418.0213	-423.5156	-2.6069	-2.5906
0.6088	0.3	2300	0.6266	-0.9163	-1.1805	0.6460	0.2643	-419.1643	-424.3768	-2.5942	-2.5775
0.6074	0.3	2310	0.6268	-0.8724	-1.1313	0.6400	0.2589	-414.2422	-419.9903	-2.5912	-2.5742
0.5575	0.3	2320	0.6284	-0.9361	-1.2070	0.6435	0.2709	-421.8108	-426.3576	-2.5855	-2.5676
0.5775	0.3	2330	0.6299	-1.0124	-1.2958	0.6420	0.2834	-430.6888	-433.9893	-2.5848	-2.5665
0.5663	0.31	2340	0.6300	-1.0415	-1.3312	0.6415	0.2896	-434.2276	-436.9039	-2.5871	-2.5689
0.5976	0.31	2350	0.6304	-1.0252	-1.3144	0.6395	0.2893	-432.5544	-435.2654	-2.5829	-2.5647
0.6032	0.31	2360	0.6298	-1.0167	-1.3058	0.6395	0.2891	-431.6937	-434.4194	-2.5829	-2.5649
0.6569	0.31	2370	0.6289	-0.9922	-1.2770	0.6410	0.2848	-428.8085	-431.9676	-2.5831	-2.5654
0.6557	0.31	2380	0.6288	-1.0161	-1.3029	0.6410	0.2868	-431.3999	-434.3564	-2.5849	-2.5677
0.593	0.31	2390	0.6294	-1.0361	-1.3256	0.6415	0.2894	-433.6670	-436.3635	-2.5798	-2.5628
0.5738	0.31	2400	0.6283	-0.9909	-1.2721	0.6395	0.2812	-428.3227	-431.8421	-2.5818	-2.5653
0.6016	0.32	2410	0.6278	-0.9433	-1.2179	0.6380	0.2746	-422.9002	-427.0763	-2.5861	-2.5696
0.5889	0.32	2420	0.6304	-0.9423	-1.2183	0.6345	0.2759	-422.9380	-426.9832	-2.5738	-2.5568
0.6591	0.32	2430	0.6299	-0.9346	-1.2097	0.6325	0.2751	-422.0822	-426.2091	-2.5687	-2.5523
0.5945	0.32	2440	0.6298	-0.8958	-1.1637	0.6350	0.2679	-417.4772	-422.3305	-2.5713	-2.5549
0.6374	0.32	2450	0.6289	-0.8744	-1.1411	0.6365	0.2667	-415.2203	-420.1926	-2.5727	-2.5563
0.5373	0.32	2460	0.6304	-0.8982	-1.1686	0.6325	0.2704	-417.9743	-422.5689	-2.5652	-2.5485
0.5907	0.32	2470	0.6326	-0.9999	-1.2865	0.6310	0.2867	-429.7646	-432.7390	-2.5503	-2.5329
0.611	0.32	2480	0.6332	-1.0077	-1.2965	0.6340	0.2888	-430.7619	-433.5213	-2.5407	-2.5233
0.6033	0.33	2490	0.6321	-0.9828	-1.2667	0.6365	0.2839	-427.7772	-431.0261	-2.5417	-2.5246
0.6122	0.33	2500	0.6308	-0.9669	-1.2466	0.6365	0.2797	-425.7724	-429.4399	-2.5516	-2.5352
0.6077	0.33	2510	0.6286	-0.9640	-1.2432	0.6405	0.2791	-425.4290	-429.1539	-2.5640	-2.5483
0.6255	0.33	2520	0.6296	-1.0321	-1.3234	0.6390	0.2913	-433.4538	-435.9596	-2.5582	-2.5429
0.6172	0.33	2530	0.6300	-1.0458	-1.3408	0.6410	0.2950	-435.1912	-437.3290	-2.5550	-2.5393
0.6536	0.33	2540	0.6278	-0.9740	-1.2585	0.6435	0.2846	-426.9625	-430.1458	-2.5626	-2.5464
0.6565	0.33	2550	0.6263	-0.8894	-1.1583	0.6400	0.2689	-416.9401	-421.6891	-2.5767	-2.5606
0.6676	0.33	2560	0.6265	-0.7948	-1.0474	0.6440	0.2526	-405.8482	-412.2315	-2.5837	-2.5675
0.6483	0.34	2570	0.6275	-0.7013	-0.9355	0.6490	0.2342	-394.6591	-402.8755	-2.5958	-2.5800
0.6541	0.34	2580	0.6273	-0.6840	-0.9158	0.6495	0.2318	-392.6910	-401.1508	-2.6069	-2.5906
0.6052	0.34	2590	0.6277	-0.7188	-0.9566	0.6505	0.2378	-396.7696	-404.6281	-2.6081	-2.5914
0.6153	0.34	2600	0.6282	-0.7864	-1.0365	0.6395	0.2501	-404.7595	-411.3907	-2.6071	-2.5894
0.616	0.34	2610	0.6287	-0.8500	-1.1083	0.6380	0.2583	-411.9449	-417.7501	-2.6081	-2.5905
0.5428	0.34	2620	0.6287	-0.9487	-1.2222	0.6365	0.2736	-423.3333	-427.6159	-2.6181	-2.6005
0.5982	0.34	2630	0.6308	-1.0299	-1.3177	0.6385	0.2878	-432.8792	-435.7413	-2.6165	-2.5989
0.609	0.35	2640	0.6294	-0.9973	-1.2819	0.6360	0.2847	-429.3039	-432.4779	-2.6236	-2.6060
0.5885	0.35	2650	0.6293	-0.9876	-1.2707	0.6350	0.2831	-428.1784	-431.5092	-2.6261	-2.6082
0.6198	0.35	2660	0.6307	-0.9949	-1.2792	0.6355	0.2843	-429.0344	-432.2407	-2.6180	-2.5988
0.6223	0.35	2670	0.6331	-1.0108	-1.2990	0.6340	0.2881	-431.0054	-433.8322	-2.6062	-2.5861
0.6479	0.35	2680	0.6315	-1.0010	-1.2894	0.6365	0.2884	-430.0517	-432.8544	-2.6071	-2.5871
0.5703	0.35	2690	0.6307	-1.0420	-1.3373	0.6365	0.2953	-434.8387	-436.9498	-2.6051	-2.5856
0.6217	0.35	2700	0.6307	-1.0655	-1.3643	0.6335	0.2989	-437.5450	-439.2961	-2.6074	-2.5881
0.6502	0.35	2710	0.6275	-0.9870	-1.2725	0.6350	0.2855	-428.3634	-431.4541	-2.6215	-2.6021
0.6013	0.36	2720	0.6255	-0.9180	-1.1917	0.6380	0.2737	-420.2796	-424.5511	-2.6357	-2.6167
0.643	0.36	2730	0.6250	-0.9205	-1.1955	0.6400	0.2749	-420.6579	-424.8026	-2.6373	-2.6182
0.6072	0.36	2740	0.6246	-0.9305	-1.2071	0.6410	0.2766	-421.8180	-425.8010	-2.6340	-2.6148
0.6327	0.36	2750	0.6255	-0.9322	-1.2088	0.6385	0.2766	-421.9896	-425.9725	-2.6241	-2.6044
0.5996	0.36	2760	0.6251	-0.8971	-1.1675	0.6410	0.2704	-417.8635	-422.4580	-2.6229	-2.6033
0.7056	0.36	2770	0.6238	-0.8368	-1.0969	0.6410	0.2601	-410.8011	-416.4323	-2.6285	-2.6097
0.606	0.36	2780	0.6237	-0.8490	-1.1129	0.6400	0.2639	-412.4020	-417.6534	-2.6183	-2.5995
0.5751	0.37	2790	0.6247	-0.8342	-1.0972	0.6455	0.2630	-410.8312	-416.1697	-2.6151	-2.5960
0.6504	0.37	2800	0.6250	-0.8142	-1.0753	0.6425	0.2612	-408.6443	-414.1668	-2.6188	-2.5991
0.5513	0.37	2810	0.6251	-0.8915	-1.1658	0.6475	0.2743	-417.6894	-421.8967	-2.6137	-2.5935
0.5198	0.37	2820	0.6288	-1.0581	-1.3604	0.6365	0.3024	-437.1532	-438.5566	-2.5996	-2.5784
0.5981	0.37	2830	0.6319	-1.1625	-1.4817	0.6355	0.3191	-449.2752	-449.0024	-2.5958	-2.5738
0.6637	0.37	2840	0.6316	-1.1947	-1.5196	0.6335	0.3249	-453.0709	-452.2231	-2.5948	-2.5727
0.6351	0.37	2850	0.6327	-1.1942	-1.5206	0.6350	0.3265	-453.1729	-452.1654	-2.5927	-2.5702
0.6009	0.37	2860	0.6324	-1.1937	-1.5215	0.6370	0.3277	-453.2584	-452.1236	-2.6020	-2.5798
0.6586	0.38	2870	0.6291	-1.1207	-1.4380	0.6420	0.3173	-444.9077	-444.8151	-2.6147	-2.5923
0.5718	0.38	2880	0.6276	-1.0123	-1.3148	0.6430	0.3025	-432.5858	-433.9771	-2.6220	-2.5997
0.6098	0.38	2890	0.6266	-0.9581	-1.2546	0.6465	0.2966	-426.5735	-428.5566	-2.6148	-2.5929
0.6727	0.38	2900	0.6264	-0.9209	-1.2142	0.6495	0.2933	-422.5286	-424.8429	-2.6086	-2.5872
0.6066	0.38	2910	0.6250	-0.8989	-1.1895	0.6490	0.2906	-420.0552	-422.6353	-2.6062	-2.5857
0.6094	0.38	2920	0.6240	-0.8737	-1.1607	0.6480	0.2869	-417.1783	-420.1236	-2.6009	-2.5808
0.5938	0.38	2930	0.6239	-0.8604	-1.1456	0.6480	0.2852	-415.6716	-418.7934	-2.5991	-2.5792
0.6039	0.38	2940	0.6244	-0.9125	-1.2053	0.6470	0.2928	-421.6431	-424.0008	-2.5930	-2.5733
0.5952	0.39	2950	0.6246	-0.9209	-1.2148	0.6445	0.2939	-422.5884	-424.8386	-2.5878	-2.5684
0.6394	0.39	2960	0.6238	-0.9098	-1.2006	0.6475	0.2908	-421.1725	-423.7320	-2.5848	-2.5659
0.509	0.39	2970	0.6250	-0.9394	-1.2352	0.6490	0.2958	-424.6266	-426.6901	-2.5797	-2.5607
0.6274	0.39	2980	0.6261	-0.9802	-1.2836	0.6495	0.3034	-429.4747	-430.7714	-2.5700	-2.5506
0.6132	0.39	2990	0.6257	-1.0083	-1.3179	0.6465	0.3096	-432.9015	-433.5816	-2.5660	-2.5463
0.6322	0.39	3000	0.6249	-1.0075	-1.3160	0.6505	0.3085	-432.7070	-433.4970	-2.5640	-2.5444
0.6969	0.39	3010	0.6242	-0.9749	-1.2759	0.6505	0.3010	-428.6985	-430.2418	-2.5559	-2.5365
0.632	0.4	3020	0.6225	-0.9385	-1.2307	0.6495	0.2922	-424.1770	-426.5962	-2.5630	-2.5436
0.6207	0.4	3030	0.6220	-0.9339	-1.2229	0.6510	0.2890	-423.4004	-426.1408	-2.5665	-2.5473
0.6059	0.4	3040	0.6213	-0.9029	-1.1867	0.6555	0.2837	-419.7774	-423.0438	-2.5660	-2.5473
0.6284	0.4	3050	0.6215	-0.8856	-1.1664	0.6540	0.2808	-417.7492	-421.3135	-2.5671	-2.5482
0.5785	0.4	3060	0.6219	-0.8867	-1.1684	0.6505	0.2817	-417.9524	-421.4232	-2.5619	-2.5430
0.6048	0.4	3070	0.6220	-0.9453	-1.2379	0.6510	0.2926	-424.8985	-427.2796	-2.5593	-2.5402
0.6668	0.4	3080	0.6213	-1.0331	-1.3385	0.6510	0.3054	-434.9569	-436.0604	-2.5602	-2.5416
0.6687	0.4	3090	0.6203	-1.0575	-1.3637	0.6525	0.3063	-437.4830	-438.4970	-2.5609	-2.5425
0.5243	0.41	3100	0.6207	-1.0842	-1.3960	0.6515	0.3118	-440.7137	-441.1709	-2.5574	-2.5390
0.6149	0.41	3110	0.6214	-1.0752	-1.3867	0.6525	0.3114	-439.7763	-440.2719	-2.5518	-2.5333
0.6346	0.41	3120	0.6199	-1.0468	-1.3509	0.6500	0.3041	-436.2013	-437.4295	-2.5647	-2.5467
0.637	0.41	3130	0.6197	-1.0924	-1.3981	0.6495	0.3057	-440.9231	-441.9938	-2.5670	-2.5497
0.6076	0.41	3140	0.6205	-1.1591	-1.4689	0.6515	0.3098	-448.0017	-448.6626	-2.5616	-2.5451
0.5972	0.41	3150	0.6221	-1.2200	-1.5345	0.6515	0.3145	-454.5576	-454.7509	-2.5591	-2.5434
0.6125	0.41	3160	0.6223	-1.2220	-1.5388	0.6515	0.3168	-454.9926	-454.9516	-2.5502	-2.5345
0.5862	0.41	3170	0.6220	-1.2133	-1.5298	0.6510	0.3165	-454.0869	-454.0766	-2.5417	-2.5259
0.6327	0.42	3180	0.6194	-1.1016	-1.4098	0.6555	0.3082	-442.0906	-442.9092	-2.5381	-2.5217
0.6965	0.42	3190	0.6185	-0.9944	-1.2890	0.6525	0.2946	-430.0141	-432.1944	-2.5400	-2.5234
0.6283	0.42	3200	0.6186	-0.9402	-1.2252	0.6575	0.2850	-423.6346	-426.7724	-2.5438	-2.5269
0.5662	0.42	3210	0.6193	-0.8699	-1.1460	0.6575	0.2761	-415.7131	-419.7384	-2.5412	-2.5234
0.6209	0.42	3220	0.6200	-0.8226	-1.0938	0.6590	0.2712	-410.4877	-415.0109	-2.5410	-2.5229
0.6044	0.42	3230	0.6196	-0.8333	-1.1091	0.6575	0.2758	-412.0194	-416.0751	-2.5373	-2.5192
0.5752	0.42	3240	0.6205	-0.9074	-1.1990	0.6550	0.2916	-421.0147	-423.4896	-2.5106	-2.4921
0.624	0.43	3250	0.6234	-0.9683	-1.2706	0.6520	0.3023	-428.1665	-429.5796	-2.4790	-2.4604
0.5992	0.43	3260	0.6249	-1.0305	-1.3426	0.6510	0.3121	-435.3685	-435.7988	-2.4621	-2.4435
0.5932	0.43	3270	0.6256	-1.0746	-1.3921	0.6490	0.3175	-440.3195	-440.2114	-2.4506	-2.4320
0.6325	0.43	3280	0.6251	-1.0963	-1.4150	0.6495	0.3187	-442.6060	-442.3782	-2.4523	-2.4339
0.6279	0.43	3290	0.6231	-1.1019	-1.4195	0.6505	0.3176	-443.0581	-442.9397	-2.4587	-2.4407
0.6383	0.43	3300	0.6217	-1.0491	-1.3572	0.6545	0.3080	-436.8260	-437.6624	-2.4678	-2.4499
0.6163	0.43	3310	0.6200	-0.9923	-1.2910	0.6560	0.2987	-430.2067	-431.9793	-2.4774	-2.4601
0.6353	0.43	3320	0.6191	-0.9202	-1.2069	0.6570	0.2867	-421.8025	-424.7696	-2.4884	-2.4712
0.6372	0.44	3330	0.6183	-0.8986	-1.1825	0.6575	0.2838	-419.3560	-422.6133	-2.4916	-2.4742
0.604	0.44	3340	0.6180	-0.9320	-1.2233	0.6575	0.2913	-423.4430	-425.9539	-2.4876	-2.4701
0.6338	0.44	3350	0.6166	-1.0067	-1.3090	0.6570	0.3023	-432.0136	-433.4238	-2.4934	-2.4763
0.6361	0.44	3360	0.6161	-1.0169	-1.3203	0.6585	0.3034	-433.1445	-434.4416	-2.4932	-2.4760
0.6455	0.44	3370	0.6161	-0.9787	-1.2777	0.6630	0.2990	-428.8773	-430.6172	-2.4973	-2.4798
0.6137	0.44	3380	0.6161	-0.9883	-1.2883	0.6625	0.3000	-429.9381	-431.5823	-2.4944	-2.4770
0.6181	0.44	3390	0.6154	-1.0101	-1.3142	0.6605	0.3041	-432.5337	-433.7590	-2.4847	-2.4677
0.6161	0.44	3400	0.6145	-1.0551	-1.3645	0.6610	0.3094	-437.5621	-438.2620	-2.4762	-2.4600
0.6071	0.45	3410	0.6144	-1.0811	-1.3958	0.6590	0.3147	-440.6938	-440.8622	-2.4734	-2.4571
0.5929	0.45	3420	0.6146	-1.1149	-1.4354	0.6565	0.3205	-444.6485	-444.2359	-2.4678	-2.4514
0.6345	0.45	3430	0.6144	-1.1151	-1.4362	0.6595	0.3212	-444.7310	-444.2546	-2.4649	-2.4484
0.5878	0.45	3440	0.6142	-1.0856	-1.4063	0.6600	0.3207	-441.7399	-441.3051	-2.4639	-2.4468
0.6214	0.45	3450	0.6137	-1.0192	-1.3320	0.6605	0.3128	-434.3102	-434.6713	-2.4644	-2.4471
0.5646	0.45	3460	0.6137	-1.0486	-1.3665	0.6590	0.3179	-437.7554	-437.6047	-2.4569	-2.4395
0.5993	0.45	3470	0.6142	-1.0594	-1.3801	0.6615	0.3207	-439.1224	-438.6912	-2.4468	-2.4293
0.6814	0.46	3480	0.6140	-1.0330	-1.3506	0.6655	0.3176	-436.1695	-436.0477	-2.4459	-2.4283
0.6004	0.46	3490	0.6140	-0.9839	-1.2953	0.6645	0.3114	-430.6406	-431.1418	-2.4500	-2.4319
0.6039	0.46	3500	0.6142	-0.9341	-1.2398	0.6655	0.3057	-425.0884	-426.1593	-2.4562	-2.4382
0.5735	0.46	3510	0.6141	-0.9224	-1.2246	0.6640	0.3022	-423.5655	-424.9874	-2.4525	-2.4344
0.6345	0.46	3520	0.6133	-0.9708	-1.2758	0.6630	0.3050	-428.6861	-429.8299	-2.4437	-2.4260
0.5534	0.46	3530	0.6132	-1.0074	-1.3172	0.6625	0.3099	-432.8323	-433.4846	-2.4411	-2.4236
0.6593	0.46	3540	0.6123	-1.0400	-1.3534	0.6635	0.3134	-436.4506	-436.7543	-2.4444	-2.4274
0.5675	0.46	3550	0.6121	-1.0763	-1.3937	0.6640	0.3175	-440.4826	-440.3762	-2.4413	-2.4247
0.5771	0.47	3560	0.6120	-1.0978	-1.4217	0.6635	0.3240	-443.2840	-442.5283	-2.4349	-2.4184
0.5887	0.47	3570	0.6119	-1.1004	-1.4268	0.6650	0.3264	-443.7903	-442.7873	-2.4389	-2.4226
0.5473	0.47	3580	0.6124	-1.0942	-1.4231	0.6620	0.3289	-443.4171	-442.1665	-2.4356	-2.4190
0.5784	0.47	3590	0.6133	-1.0677	-1.3958	0.6605	0.3282	-440.6925	-439.5168	-2.4448	-2.4275
0.6345	0.47	3600	0.6135	-1.0318	-1.3578	0.6625	0.3259	-436.8870	-435.9315	-2.4577	-2.4402
0.6347	0.47	3610	0.6143	-0.9720	-1.2907	0.6620	0.3187	-430.1793	-429.9488	-2.4687	-2.4507
0.5758	0.47	3620	0.6142	-0.9592	-1.2771	0.6660	0.3179	-428.8227	-428.6710	-2.4701	-2.4518
0.5851	0.48	3630	0.6145	-0.9787	-1.2997	0.6690	0.3210	-431.0766	-430.6168	-2.4605	-2.4421
0.5792	0.48	3640	0.6144	-1.0240	-1.3503	0.6640	0.3264	-436.1448	-435.1482	-2.4517	-2.4333
0.6328	0.48	3650	0.6136	-1.0785	-1.4141	0.6630	0.3355	-442.5193	-440.6043	-2.4517	-2.4341
0.5169	0.48	3660	0.6136	-1.1687	-1.5162	0.6655	0.3475	-452.7323	-449.6213	-2.4361	-2.4193
0.5708	0.48	3670	0.6136	-1.2193	-1.5729	0.6650	0.3536	-458.3980	-454.6792	-2.4262	-2.4102
0.6218	0.48	3680	0.6138	-1.1217	-1.4635	0.6700	0.3418	-447.4606	-444.9193	-2.4316	-2.4147
0.6159	0.48	3690	0.6135	-1.0458	-1.3775	0.6645	0.3317	-438.8553	-437.3271	-2.4344	-2.4173
0.6424	0.48	3700	0.6131	-1.0156	-1.3406	0.6690	0.3250	-435.1674	-434.3116	-2.4294	-2.4127
0.6458	0.49	3710	0.6136	-0.9696	-1.2884	0.6665	0.3188	-429.9492	-429.7126	-2.4342	-2.4173
0.6061	0.49	3720	0.6134	-0.9417	-1.2530	0.6625	0.3112	-426.4054	-426.9236	-2.4437	-2.4274
0.5655	0.49	3730	0.6129	-0.9922	-1.3103	0.6585	0.3181	-432.1391	-431.9655	-2.4445	-2.4288
0.5771	0.49	3740	0.6123	-1.0362	-1.3626	0.6640	0.3264	-437.3710	-436.3723	-2.4406	-2.4252
0.545	0.49	3750	0.6121	-1.0961	-1.4339	0.6680	0.3377	-444.4958	-442.3606	-2.4329	-2.4175
0.5936	0.49	3760	0.6123	-1.1387	-1.4844	0.6650	0.3457	-449.5539	-446.6186	-2.4249	-2.4095
0.5423	0.49	3770	0.6134	-1.2118	-1.5678	0.6675	0.3560	-457.8913	-453.9317	-2.4115	-2.3963
0.5582	0.49	3780	0.6143	-1.3007	-1.6687	0.6665	0.3680	-467.9823	-462.8208	-2.4034	-2.3885
0.6335	0.5	3790	0.6135	-1.2724	-1.6368	0.6655	0.3645	-464.7911	-459.9854	-2.4086	-2.3936
0.6201	0.5	3800	0.6127	-1.2043	-1.5598	0.6685	0.3555	-457.0860	-453.1758	-2.4176	-2.4023
0.6459	0.5	3810	0.6118	-1.1504	-1.4996	0.6690	0.3492	-451.0744	-447.7943	-2.4238	-2.4085
0.6382	0.5	3820	0.6118	-1.0880	-1.4282	0.6625	0.3403	-443.9344	-441.5482	-2.4337	-2.4177
0.5423	0.5	3830	0.6126	-1.0752	-1.4137	0.6630	0.3385	-442.4804	-440.2653	-2.4332	-2.4167
0.6351	0.5	3840	0.6130	-1.0526	-1.3889	0.6625	0.3363	-440.0002	-438.0135	-2.4357	-2.4188
0.5856	0.5	3850	0.6132	-1.0088	-1.3390	0.6615	0.3302	-435.0101	-433.6245	-2.4328	-2.4155
0.6039	0.51	3860	0.6130	-0.9962	-1.3252	0.6645	0.3290	-433.6270	-432.3664	-2.4292	-2.4116
0.6142	0.51	3870	0.6130	-1.0363	-1.3713	0.6660	0.3350	-438.2383	-436.3745	-2.4198	-2.4027
0.6128	0.51	3880	0.6126	-1.0562	-1.3935	0.6685	0.3373	-440.4647	-438.3700	-2.4229	-2.4060
0.5771	0.51	3890	0.6129	-1.1143	-1.4607	0.6630	0.3465	-447.1836	-444.1776	-2.4166	-2.4000
0.6089	0.51	3900	0.6129	-1.1517	-1.5051	0.6595	0.3534	-451.6172	-447.9149	-2.4096	-2.3933
0.5962	0.51	3910	0.6135	-1.2297	-1.5929	0.6640	0.3632	-460.4048	-455.7222	-2.3943	-2.3782
0.6028	0.51	3920	0.6141	-1.2632	-1.6300	0.6625	0.3668	-464.1088	-459.0703	-2.3852	-2.3692
0.5829	0.51	3930	0.6144	-1.2719	-1.6401	0.6640	0.3682	-465.1200	-459.9415	-2.3783	-2.3625
0.6861	0.52	3940	0.6125	-1.3075	-1.6792	0.6685	0.3717	-469.0307	-463.4975	-2.3805	-2.3653
0.538	0.52	3950	0.6125	-1.3497	-1.7240	0.6695	0.3743	-473.5096	-467.7172	-2.3714	-2.3566
0.6141	0.52	3960	0.6124	-1.3573	-1.7321	0.6690	0.3748	-474.3214	-468.4812	-2.3679	-2.3530
0.5655	0.52	3970	0.6137	-1.3834	-1.7630	0.6655	0.3796	-477.4090	-471.0898	-2.3595	-2.3446
0.7222	0.52	3980	0.6141	-1.3709	-1.7493	0.6645	0.3785	-476.0443	-469.8363	-2.3585	-2.3434
0.6808	0.52	3990	0.6125	-1.3452	-1.7185	0.6640	0.3734	-472.9637	-467.2671	-2.3647	-2.3494
0.6083	0.52	4000	0.6122	-1.4112	-1.7912	0.6660	0.3800	-480.2320	-473.8741	-2.3620	-2.3472
0.5894	0.52	4010	0.6117	-1.4239	-1.8068	0.6690	0.3829	-481.7857	-475.1352	-2.3753	-2.3608
0.5505	0.53	4020	0.6107	-1.3710	-1.7479	0.6685	0.3770	-475.9028	-469.8470	-2.3907	-2.3762
0.5603	0.53	4030	0.6103	-1.3201	-1.6926	0.6640	0.3724	-470.3679	-464.7631	-2.3949	-2.3801
0.5443	0.53	4040	0.6113	-1.3058	-1.6789	0.6640	0.3731	-468.9954	-463.3285	-2.3889	-2.3736
0.602	0.53	4050	0.6118	-1.3440	-1.7218	0.6650	0.3779	-473.2949	-467.1461	-2.3782	-2.3630
0.6865	0.53	4060	0.6116	-1.2918	-1.6658	0.6630	0.3741	-467.6927	-461.9251	-2.3818	-2.3661
0.5712	0.53	4070	0.6122	-1.2839	-1.6608	0.6655	0.3769	-467.1933	-461.1422	-2.3814	-2.3657
0.5086	0.53	4080	0.6120	-1.3058	-1.6867	0.6635	0.3809	-469.7808	-463.3338	-2.3840	-2.3687
0.6036	0.54	4090	0.6132	-1.3522	-1.7409	0.6670	0.3887	-475.1984	-467.9704	-2.3819	-2.3666
0.6175	0.54	4100	0.6129	-1.3540	-1.7427	0.6630	0.3887	-475.3802	-468.1484	-2.3884	-2.3732
0.5335	0.54	4110	0.6126	-1.3234	-1.7093	0.6655	0.3859	-472.0410	-465.0862	-2.3903	-2.3750
0.5439	0.54	4120	0.6133	-1.2514	-1.6309	0.6660	0.3795	-464.2002	-457.8871	-2.3826	-2.3668
0.5798	0.54	4130	0.6135	-1.2421	-1.6217	0.6650	0.3796	-463.2823	-456.9606	-2.3756	-2.3600
0.5875	0.54	4140	0.6132	-1.2480	-1.6304	0.6680	0.3824	-464.1453	-457.5472	-2.3784	-2.3628
0.6093	0.54	4150	0.6121	-1.2028	-1.5811	0.6685	0.3782	-459.2161	-453.0315	-2.3913	-2.3756
0.6094	0.54	4160	0.6126	-1.1965	-1.5764	0.6675	0.3799	-458.7521	-452.4034	-2.3903	-2.3746
0.5578	0.55	4170	0.6135	-1.1913	-1.5715	0.6640	0.3802	-458.2640	-451.8808	-2.3806	-2.3649
0.5732	0.55	4180	0.6135	-1.2209	-1.6056	0.6635	0.3847	-461.6699	-454.8421	-2.3748	-2.3598
0.6302	0.55	4190	0.6119	-1.2402	-1.6244	0.6675	0.3842	-463.5510	-456.7697	-2.3702	-2.3560
0.5961	0.55	4200	0.6114	-1.2962	-1.6845	0.6645	0.3883	-469.5615	-462.3665	-2.3610	-2.3472
0.5818	0.55	4210	0.6110	-1.3111	-1.7016	0.6660	0.3904	-471.2656	-463.8641	-2.3614	-2.3477
0.5239	0.55	4220	0.6106	-1.3856	-1.7838	0.6650	0.3982	-479.4876	-471.3082	-2.3499	-2.3371
0.6414	0.55	4230	0.6106	-1.3526	-1.7466	0.6625	0.3940	-475.7720	-468.0067	-2.3459	-2.3327
0.5823	0.55	4240	0.6103	-1.3410	-1.7315	0.6665	0.3905	-474.2635	-466.8490	-2.3409	-2.3276
0.5697	0.56	4250	0.6097	-1.3256	-1.7137	0.6630	0.3881	-472.4780	-465.3107	-2.3411	-2.3279
0.6178	0.56	4260	0.6091	-1.3146	-1.7002	0.6640	0.3856	-471.1262	-464.2101	-2.3492	-2.3361
0.5538	0.56	4270	0.6090	-1.3202	-1.7063	0.6645	0.3861	-471.7410	-464.7739	-2.3483	-2.3354
0.5863	0.56	4280	0.6093	-1.3589	-1.7489	0.6655	0.3900	-476.0021	-468.6414	-2.3455	-2.3329
0.7136	0.56	4290	0.6085	-1.3297	-1.7127	0.6650	0.3830	-472.3789	-465.7173	-2.3507	-2.3380
0.5972	0.56	4300	0.6079	-1.3082	-1.6882	0.6645	0.3800	-469.9287	-463.5664	-2.3609	-2.3482
0.5835	0.56	4310	0.6075	-1.3021	-1.6804	0.6640	0.3783	-469.1508	-462.9638	-2.3665	-2.3537
0.6176	0.57	4320	0.6073	-1.2384	-1.6101	0.6610	0.3718	-462.1248	-456.5874	-2.3729	-2.3594
0.5657	0.57	4330	0.6068	-1.2357	-1.6063	0.6655	0.3706	-461.7419	-456.3203	-2.3783	-2.3649
0.5632	0.57	4340	0.6075	-1.2425	-1.6167	0.6630	0.3743	-462.7846	-456.9960	-2.3777	-2.3639
0.5542	0.57	4350	0.6082	-1.2211	-1.5968	0.6610	0.3757	-460.7910	-454.8632	-2.3769	-2.3625
0.5563	0.57	4360	0.6087	-1.2121	-1.5894	0.6655	0.3773	-460.0541	-453.9595	-2.3772	-2.3623
0.6174	0.57	4370	0.6090	-1.2275	-1.6065	0.6655	0.3790	-461.7597	-455.4985	-2.3718	-2.3571
0.5537	0.57	4380	0.6089	-1.2755	-1.6611	0.6630	0.3857	-467.2224	-460.2952	-2.3658	-2.3511
0.5696	0.57	4390	0.6087	-1.2992	-1.6884	0.6630	0.3891	-469.9460	-462.6728	-2.3660	-2.3512
0.6052	0.58	4400	0.6088	-1.2843	-1.6719	0.6640	0.3876	-468.2998	-461.1801	-2.3670	-2.3520
0.5886	0.58	4410	0.6096	-1.2518	-1.6381	0.6680	0.3862	-464.9155	-457.9314	-2.3629	-2.3476
0.586	0.58	4420	0.6092	-1.2219	-1.6049	0.6705	0.3830	-461.5989	-454.9422	-2.3620	-2.3466
0.5653	0.58	4430	0.6092	-1.2220	-1.6058	0.6685	0.3838	-461.6927	-454.9484	-2.3646	-2.3493
0.5427	0.58	4440	0.6097	-1.2912	-1.6855	0.6670	0.3944	-469.6636	-461.8674	-2.3584	-2.3431
0.6427	0.58	4450	0.6095	-1.2999	-1.6954	0.6650	0.3955	-470.6503	-462.7432	-2.3661	-2.3506
0.5438	0.58	4460	0.6078	-1.3272	-1.7233	0.6660	0.3961	-473.4425	-465.4693	-2.3749	-2.3599
0.6207	0.58	4470	0.6082	-1.4102	-1.8150	0.6655	0.4048	-482.6093	-473.7710	-2.3687	-2.3542
0.5768	0.59	4480	0.6080	-1.4470	-1.8543	0.6655	0.4073	-486.5352	-477.4463	-2.3649	-2.3507
0.583	0.59	4490	0.6082	-1.4630	-1.8713	0.6680	0.4083	-488.2443	-479.0501	-2.3612	-2.3469
0.531	0.59	4500	0.6085	-1.4314	-1.8384	0.6640	0.4070	-484.9482	-475.8860	-2.3648	-2.3505
0.5774	0.59	4510	0.6080	-1.4081	-1.8115	0.6655	0.4034	-482.2588	-473.5545	-2.3643	-2.3501
0.5757	0.59	4520	0.6074	-1.4011	-1.8027	0.6645	0.4015	-481.3769	-472.8622	-2.3612	-2.3472
0.6138	0.59	4530	0.6079	-1.3853	-1.7881	0.6640	0.4028	-479.9247	-471.2820	-2.3578	-2.3434
0.6412	0.59	4540	0.6090	-1.3856	-1.7915	0.6685	0.4059	-480.2601	-471.3085	-2.3510	-2.3363
0.6387	0.6	4550	0.6085	-1.3671	-1.7706	0.6700	0.4035	-478.1710	-469.4595	-2.3546	-2.3398
0.6527	0.6	4560	0.6076	-1.3293	-1.7265	0.6695	0.3972	-473.7643	-465.6805	-2.3617	-2.3467
0.6187	0.6	4570	0.6070	-1.2703	-1.6581	0.6655	0.3878	-466.9198	-459.7823	-2.3709	-2.3556
0.5671	0.6	4580	0.6069	-1.2354	-1.6189	0.6665	0.3835	-463.0015	-456.2862	-2.3760	-2.3605
0.5615	0.6	4590	0.6073	-1.2305	-1.6122	0.6640	0.3817	-462.3292	-455.7953	-2.3773	-2.3618
0.5716	0.6	4600	0.6075	-1.2738	-1.6620	0.6645	0.3882	-467.3115	-460.1276	-2.3730	-2.3582
0.6994	0.6	4610	0.6072	-1.2497	-1.6347	0.6665	0.3849	-464.5757	-457.7208	-2.3777	-2.3629
0.5692	0.6	4620	0.6064	-1.2480	-1.6324	0.6675	0.3843	-464.3478	-457.5532	-2.3810	-2.3665
0.6417	0.61	4630	0.6064	-1.2718	-1.6597	0.6655	0.3879	-467.0786	-459.9271	-2.3775	-2.3633
0.5776	0.61	4640	0.6066	-1.2728	-1.6606	0.6680	0.3878	-467.1727	-460.0281	-2.3752	-2.3608
0.5816	0.61	4650	0.6066	-1.2339	-1.6182	0.6715	0.3843	-462.9325	-456.1402	-2.3803	-2.3653
0.6182	0.61	4660	0.6067	-1.2355	-1.6206	0.6725	0.3851	-463.1687	-456.3025	-2.3818	-2.3668
0.6184	0.61	4670	0.6065	-1.2204	-1.6020	0.6730	0.3816	-461.3111	-454.7910	-2.3838	-2.3689
0.7167	0.61	4680	0.6063	-1.1829	-1.5569	0.6720	0.3740	-456.8003	-451.0386	-2.3845	-2.3691
0.6275	0.61	4690	0.6053	-1.1718	-1.5449	0.6765	0.3731	-455.6019	-449.9286	-2.3861	-2.3711
0.6771	0.62	4700	0.6052	-1.1293	-1.4940	0.6720	0.3646	-450.5074	-445.6831	-2.3901	-2.3747
0.5374	0.62	4710	0.6049	-1.1402	-1.5062	0.6730	0.3660	-451.7311	-446.7706	-2.3915	-2.3762
0.6618	0.62	4720	0.6050	-1.1356	-1.5011	0.6735	0.3655	-451.2221	-446.3118	-2.3926	-2.3770
0.5748	0.62	4730	0.6047	-1.1772	-1.5464	0.6730	0.3692	-455.7526	-450.4693	-2.3833	-2.3679
0.5787	0.62	4740	0.6052	-1.2308	-1.6054	0.6740	0.3746	-461.6516	-455.8304	-2.3719	-2.3567
0.5646	0.62	4750	0.6055	-1.2672	-1.6459	0.6715	0.3788	-465.7005	-459.4644	-2.3647	-2.3497
0.6502	0.62	4760	0.6065	-1.2693	-1.6472	0.6685	0.3779	-465.8286	-459.6805	-2.3614	-2.3465
0.5963	0.62	4770	0.6069	-1.2670	-1.6452	0.6705	0.3782	-465.6266	-459.4496	-2.3618	-2.3467
0.5687	0.63	4780	0.6083	-1.2872	-1.6667	0.6660	0.3795	-467.7753	-461.4662	-2.3575	-2.3423
0.644	0.63	4790	0.6084	-1.2855	-1.6635	0.6670	0.3780	-467.4568	-461.2979	-2.3562	-2.3410
0.6323	0.63	4800	0.6083	-1.2909	-1.6675	0.6655	0.3766	-467.8597	-461.8417	-2.3520	-2.3370
0.575	0.63	4810	0.6071	-1.3168	-1.6989	0.6675	0.3821	-471.0045	-464.4340	-2.3510	-2.3364
0.645	0.63	4820	0.6062	-1.3283	-1.7136	0.6690	0.3853	-472.4665	-465.5768	-2.3563	-2.3418
0.5161	0.63	4830	0.6059	-1.3482	-1.7355	0.6685	0.3873	-474.6637	-467.5699	-2.3577	-2.3437
0.5804	0.63	4840	0.6062	-1.3654	-1.7547	0.6685	0.3893	-476.5826	-469.2888	-2.3566	-2.3427
0.571	0.63	4850	0.6069	-1.4012	-1.7944	0.6705	0.3932	-480.5474	-472.8697	-2.3505	-2.3366
0.5553	0.64	4860	0.6074	-1.4313	-1.8287	0.6705	0.3975	-483.9844	-475.8781	-2.3444	-2.3307
0.5774	0.64	4870	0.6080	-1.5003	-1.9043	0.6700	0.4040	-491.5416	-482.7806	-2.3361	-2.3231
0.5515	0.64	4880	0.6097	-1.5513	-1.9610	0.6755	0.4097	-497.2055	-487.8764	-2.3208	-2.3077
0.6337	0.64	4890	0.6100	-1.5310	-1.9385	0.6730	0.4075	-494.9562	-485.8458	-2.3206	-2.3071
0.5866	0.64	4900	0.6095	-1.4995	-1.9040	0.6770	0.4045	-491.5080	-482.6980	-2.3238	-2.3102
0.5647	0.64	4910	0.6100	-1.5086	-1.9153	0.6750	0.4067	-492.6382	-483.6107	-2.3202	-2.3065
0.5853	0.64	4920	0.6107	-1.5200	-1.9283	0.6710	0.4083	-493.9432	-484.7543	-2.3136	-2.3000
0.5357	0.65	4930	0.6109	-1.5621	-1.9755	0.6710	0.4134	-498.6618	-488.9641	-2.3044	-2.2915
0.5771	0.65	4940	0.6104	-1.5724	-1.9886	0.6705	0.4162	-499.9727	-489.9909	-2.3034	-2.2909
0.6244	0.65	4950	0.6088	-1.5091	-1.9208	0.6690	0.4117	-493.1936	-483.6585	-2.3098	-2.2972
0.6303	0.65	4960	0.6076	-1.4571	-1.8616	0.6675	0.4045	-487.2698	-478.4640	-2.3175	-2.3047
0.6038	0.65	4970	0.6065	-1.4138	-1.8135	0.6665	0.3997	-482.4593	-474.1258	-2.3254	-2.3127
0.5813	0.65	4980	0.6059	-1.4060	-1.8064	0.6670	0.4003	-481.7451	-473.3541	-2.3301	-2.3177
0.6386	0.65	4990	0.6056	-1.4087	-1.8092	0.6690	0.4005	-482.0347	-473.6238	-2.3296	-2.3173
0.5541	0.65	5000	0.6063	-1.4046	-1.8043	0.6680	0.3996	-481.5383	-473.2132	-2.3281	-2.3157
0.5711	0.66	5010	0.6074	-1.4198	-1.8227	0.6625	0.4029	-483.3791	-474.7254	-2.3221	-2.3095
0.581	0.66	5020	0.6066	-1.4242	-1.8285	0.6670	0.4043	-483.9621	-475.1689	-2.3250	-2.3125
0.5567	0.66	5030	0.6062	-1.3981	-1.7988	0.6685	0.4007	-480.9871	-472.5576	-2.3259	-2.3132
0.6432	0.66	5040	0.6064	-1.3544	-1.7481	0.6660	0.3937	-475.9248	-468.1942	-2.3287	-2.3157
0.5867	0.66	5050	0.6065	-1.3267	-1.7154	0.6660	0.3887	-472.6463	-465.4153	-2.3287	-2.3153
0.6339	0.66	5060	0.6065	-1.3145	-1.7008	0.6675	0.3863	-471.1906	-464.2018	-2.3257	-2.3122
0.5926	0.66	5070	0.6058	-1.3217	-1.7079	0.6665	0.3862	-471.9014	-464.9194	-2.3274	-2.3143
0.5513	0.66	5080	0.6063	-1.3381	-1.7276	0.6655	0.3895	-473.8685	-466.5625	-2.3230	-2.3099
0.5409	0.67	5090	0.6059	-1.3585	-1.7519	0.6670	0.3934	-476.3036	-468.5992	-2.3208	-2.3079
0.6739	0.67	5100	0.6048	-1.3714	-1.7666	0.6690	0.3952	-477.7746	-469.8893	-2.3227	-2.3101
0.625	0.67	5110	0.6042	-1.3673	-1.7623	0.6705	0.3950	-477.3434	-469.4795	-2.3219	-2.3094
0.5985	0.67	5120	0.6042	-1.3484	-1.7413	0.6720	0.3929	-475.2369	-467.5905	-2.3202	-2.3079
0.5549	0.67	5130	0.6044	-1.3560	-1.7509	0.6725	0.3949	-476.2039	-468.3487	-2.3192	-2.3069
0.538	0.67	5140	0.6046	-1.3726	-1.7721	0.6695	0.3995	-478.3188	-470.0095	-2.3133	-2.3013
0.5572	0.67	5150	0.6042	-1.3898	-1.7935	0.6705	0.4036	-480.4564	-471.7322	-2.3119	-2.3006
0.6035	0.68	5160	0.6036	-1.4091	-1.8167	0.6710	0.4076	-482.7805	-473.6597	-2.3149	-2.3041
0.6602	0.68	5170	0.6028	-1.3672	-1.7699	0.6695	0.4026	-478.0995	-469.4742	-2.3193	-2.3088
0.6586	0.68	5180	0.6025	-1.3193	-1.7167	0.6695	0.3973	-472.7758	-464.6819	-2.3273	-2.3165
0.602	0.68	5190	0.6024	-1.3076	-1.7028	0.6685	0.3952	-471.3895	-463.5138	-2.3308	-2.3200
0.5896	0.68	5200	0.6021	-1.2985	-1.6931	0.6680	0.3946	-470.4217	-462.6008	-2.3333	-2.3227
0.5838	0.68	5210	0.6023	-1.2915	-1.6853	0.6695	0.3937	-469.6354	-461.9039	-2.3328	-2.3221
0.5508	0.68	5220	0.6024	-1.3181	-1.7163	0.6710	0.3982	-472.7376	-464.5602	-2.3234	-2.3129
0.6031	0.68	5230	0.6027	-1.3546	-1.7569	0.6690	0.4022	-476.7962	-468.2120	-2.3135	-2.3035
0.5353	0.69	5240	0.6029	-1.3838	-1.7888	0.6705	0.4050	-479.9906	-471.1338	-2.3098	-2.3001
0.6128	0.69	5250	0.6029	-1.3925	-1.7994	0.6710	0.4070	-481.0536	-471.9944	-2.3091	-2.2995
0.6085	0.69	5260	0.6027	-1.3932	-1.8015	0.6665	0.4083	-481.2573	-472.0663	-2.3098	-2.3003
0.567	0.69	5270	0.6027	-1.3861	-1.7952	0.6685	0.4091	-480.6314	-471.3566	-2.3091	-2.2996
0.5273	0.69	5280	0.6027	-1.3948	-1.8051	0.6690	0.4103	-481.6187	-472.2327	-2.3090	-2.2997
0.6205	0.69	5290	0.6027	-1.3917	-1.8015	0.6720	0.4098	-481.2578	-471.9218	-2.3106	-2.3015
0.5601	0.69	5300	0.6029	-1.3888	-1.7989	0.6700	0.4102	-481.0042	-471.6266	-2.3104	-2.3011
0.6486	0.69	5310	0.6028	-1.3772	-1.7872	0.6695	0.4099	-479.8280	-470.4731	-2.3131	-2.3036
0.6643	0.7	5320	0.6026	-1.3416	-1.7468	0.6685	0.4053	-475.7929	-466.9066	-2.3151	-2.3053
0.5421	0.7	5330	0.6024	-1.3182	-1.7214	0.6715	0.4031	-473.2466	-464.5736	-2.3194	-2.3096
0.5113	0.7	5340	0.6026	-1.3590	-1.7692	0.6690	0.4102	-478.0335	-468.6505	-2.3123	-2.3026
0.6035	0.7	5350	0.6023	-1.3846	-1.7986	0.6665	0.4140	-480.9702	-471.2071	-2.3131	-2.3039
0.624	0.7	5360	0.6023	-1.4222	-1.8393	0.6675	0.4171	-485.0402	-474.9680	-2.3080	-2.2991
0.6991	0.7	5370	0.6021	-1.4114	-1.8263	0.6680	0.4149	-483.7427	-473.8944	-2.3069	-2.2977
0.6203	0.7	5380	0.6022	-1.4162	-1.8295	0.6685	0.4133	-484.0582	-474.3677	-2.3084	-2.2993
0.5684	0.71	5390	0.6022	-1.4173	-1.8301	0.6705	0.4128	-484.1182	-474.4789	-2.3084	-2.2992
0.5489	0.71	5400	0.6021	-1.4273	-1.8411	0.6700	0.4138	-485.2168	-475.4793	-2.3097	-2.3006
0.6004	0.71	5410	0.6020	-1.4495	-1.8666	0.6705	0.4171	-487.7728	-477.7010	-2.3075	-2.2987
0.5903	0.71	5420	0.6023	-1.4712	-1.8890	0.6710	0.4179	-490.0103	-479.8645	-2.3070	-2.2984
0.6109	0.71	5430	0.6023	-1.4889	-1.9092	0.6720	0.4203	-492.0335	-481.6418	-2.3054	-2.2969
0.6214	0.71	5440	0.6022	-1.4918	-1.9141	0.6720	0.4223	-492.5202	-481.9297	-2.3042	-2.2957
0.6564	0.71	5450	0.6024	-1.4996	-1.9228	0.6695	0.4232	-493.3854	-482.7044	-2.3003	-2.2915
0.5649	0.71	5460	0.6026	-1.5087	-1.9321	0.6715	0.4234	-494.3249	-483.6240	-2.2964	-2.2877
0.5814	0.72	5470	0.6026	-1.5360	-1.9601	0.6700	0.4241	-497.1153	-486.3497	-2.2902	-2.2821
0.5398	0.72	5480	0.6029	-1.5681	-1.9948	0.6735	0.4267	-500.5901	-489.5582	-2.2844	-2.2764
0.6122	0.72	5490	0.6029	-1.5733	-2.0018	0.6725	0.4285	-501.2864	-490.0792	-2.2859	-2.2778
0.6479	0.72	5500	0.6027	-1.6022	-2.0328	0.6740	0.4306	-504.3878	-492.9660	-2.2816	-2.2736
0.5748	0.72	5510	0.6027	-1.6220	-2.0526	0.6735	0.4305	-506.3680	-494.9524	-2.2814	-2.2736
0.6292	0.72	5520	0.6025	-1.6303	-2.0608	0.6735	0.4306	-507.1917	-495.7747	-2.2816	-2.2740
0.6393	0.72	5530	0.6021	-1.5771	-2.0037	0.6735	0.4266	-501.4786	-490.4625	-2.2865	-2.2784
0.5557	0.72	5540	0.6021	-1.5724	-2.0001	0.6715	0.4277	-501.1238	-489.9896	-2.2840	-2.2756
0.5549	0.73	5550	0.6022	-1.5744	-2.0027	0.6695	0.4284	-501.3837	-490.1856	-2.2797	-2.2712
0.6443	0.73	5560	0.6020	-1.5546	-1.9813	0.6740	0.4268	-499.2418	-488.2054	-2.2797	-2.2707
0.6073	0.73	5570	0.6023	-1.5423	-1.9675	0.6710	0.4252	-497.8640	-486.9791	-2.2825	-2.2734
0.6376	0.73	5580	0.6021	-1.5152	-1.9388	0.6725	0.4236	-494.9881	-484.2668	-2.2875	-2.2780
0.6265	0.73	5590	0.6015	-1.4874	-1.9086	0.6745	0.4212	-491.9718	-481.4869	-2.2933	-2.2835
0.6676	0.73	5600	0.6013	-1.4712	-1.8909	0.6725	0.4197	-490.2027	-479.8711	-2.2954	-2.2854
0.4983	0.73	5610	0.6012	-1.4842	-1.9058	0.6735	0.4216	-491.6890	-481.1645	-2.2920	-2.2822
0.5565	0.74	5620	0.6014	-1.5119	-1.9369	0.6735	0.4250	-494.7960	-483.9367	-2.2888	-2.2794
0.6331	0.74	5630	0.6015	-1.5473	-1.9765	0.6735	0.4292	-498.7556	-487.4776	-2.2837	-2.2744
0.6273	0.74	5640	0.6017	-1.5554	-1.9867	0.6755	0.4313	-499.7832	-488.2908	-2.2835	-2.2743
0.5639	0.74	5650	0.6018	-1.5614	-1.9936	0.6740	0.4322	-500.4703	-488.8882	-2.2821	-2.2733
0.5558	0.74	5660	0.6019	-1.5714	-2.0041	0.6740	0.4327	-501.5212	-489.8941	-2.2794	-2.2709
0.6319	0.74	5670	0.6019	-1.5723	-2.0042	0.6735	0.4319	-501.5251	-489.9786	-2.2804	-2.2721
0.6027	0.74	5680	0.6015	-1.5680	-2.0002	0.6720	0.4322	-501.1277	-489.5482	-2.2797	-2.2714
0.6094	0.74	5690	0.6015	-1.5415	-1.9713	0.6750	0.4298	-498.2379	-486.8965	-2.2808	-2.2723
0.5418	0.75	5700	0.6014	-1.5354	-1.9670	0.6750	0.4316	-497.8123	-486.2874	-2.2794	-2.2710
0.5983	0.75	5710	0.6017	-1.5420	-1.9751	0.6735	0.4331	-498.6161	-486.9491	-2.2744	-2.2659
0.514	0.75	5720	0.6015	-1.5405	-1.9739	0.6725	0.4334	-498.4978	-486.7947	-2.2747	-2.2666
0.619	0.75	5730	0.6015	-1.5384	-1.9720	0.6730	0.4336	-498.3121	-486.5901	-2.2757	-2.2674
0.5531	0.75	5740	0.6019	-1.5533	-1.9897	0.6725	0.4364	-500.0756	-488.0777	-2.2726	-2.2643
0.5954	0.75	5750	0.6021	-1.5835	-2.0237	0.6745	0.4402	-503.4766	-491.0956	-2.2693	-2.2611
0.5817	0.75	5760	0.6024	-1.6254	-2.0683	0.6750	0.4429	-507.9390	-495.2908	-2.2635	-2.2559
0.5812	0.76	5770	0.6024	-1.6415	-2.0864	0.6765	0.4448	-509.7454	-496.9005	-2.2598	-2.2523
0.5655	0.76	5780	0.6029	-1.6498	-2.0966	0.6765	0.4468	-510.7715	-497.7293	-2.2540	-2.2464
0.6	0.76	5790	0.6028	-1.6294	-2.0754	0.6715	0.4461	-508.6549	-495.6884	-2.2514	-2.2434
0.6685	0.76	5800	0.6028	-1.6148	-2.0592	0.6725	0.4444	-507.0347	-494.2293	-2.2512	-2.2427
0.6623	0.76	5810	0.6024	-1.5823	-2.0239	0.6715	0.4417	-503.5045	-490.9775	-2.2543	-2.2455
0.6156	0.76	5820	0.6024	-1.5591	-1.9976	0.6715	0.4385	-500.8722	-488.6615	-2.2581	-2.2488
0.5679	0.76	5830	0.6022	-1.5655	-2.0044	0.6705	0.4389	-501.5492	-489.2959	-2.2560	-2.2467
0.6497	0.76	5840	0.6025	-1.5583	-1.9964	0.6735	0.4381	-500.7491	-488.5802	-2.2547	-2.2453
0.6452	0.77	5850	0.6020	-1.5256	-1.9603	0.6705	0.4348	-497.1414	-485.3049	-2.2623	-2.2525
0.546	0.77	5860	0.6018	-1.5230	-1.9569	0.6700	0.4339	-496.7984	-485.0486	-2.2654	-2.2555
0.6034	0.77	5870	0.6015	-1.5071	-1.9384	0.6735	0.4314	-494.9550	-483.4576	-2.2698	-2.2598
0.5887	0.77	5880	0.6013	-1.4953	-1.9255	0.6740	0.4302	-493.6579	-482.2775	-2.2736	-2.2638
0.5731	0.77	5890	0.6009	-1.4838	-1.9140	0.6740	0.4302	-492.5089	-481.1261	-2.2764	-2.2662
0.6046	0.77	5900	0.6010	-1.4705	-1.9000	0.6750	0.4296	-491.1149	-479.7953	-2.2782	-2.2681
0.5727	0.77	5910	0.6009	-1.4594	-1.8879	0.6735	0.4284	-489.8962	-478.6908	-2.2779	-2.2677
0.5793	0.77	5920	0.6010	-1.4513	-1.8791	0.6760	0.4278	-489.0226	-477.8806	-2.2761	-2.2660
0.6688	0.78	5930	0.6011	-1.4367	-1.8628	0.6760	0.4261	-487.3903	-476.4221	-2.2776	-2.2672
0.5613	0.78	5940	0.6014	-1.4325	-1.8585	0.6760	0.4260	-486.9581	-476.0000	-2.2755	-2.2652
0.6437	0.78	5950	0.6014	-1.4301	-1.8567	0.6725	0.4266	-486.7827	-475.7590	-2.2753	-2.2648
0.6239	0.78	5960	0.6013	-1.4308	-1.8581	0.6725	0.4273	-486.9198	-475.8329	-2.2759	-2.2654
0.5621	0.78	5970	0.6014	-1.4235	-1.8496	0.6760	0.4261	-486.0708	-475.1019	-2.2778	-2.2671
0.6296	0.78	5980	0.6015	-1.4237	-1.8494	0.6765	0.4257	-486.0506	-475.1184	-2.2758	-2.2650
0.4725	0.78	5990	0.6017	-1.4337	-1.8609	0.6745	0.4272	-487.2033	-476.1204	-2.2733	-2.2625
0.6035	0.79	6000	0.6018	-1.4383	-1.8669	0.6745	0.4286	-487.7992	-476.5792	-2.2711	-2.2605
0.5114	0.79	6010	0.6022	-1.4395	-1.8688	0.6740	0.4294	-487.9946	-476.6972	-2.2685	-2.2581
0.5019	0.79	6020	0.6023	-1.4624	-1.8952	0.6760	0.4328	-490.6270	-478.9855	-2.2634	-2.2532
0.6167	0.79	6030	0.6028	-1.4654	-1.8987	0.6750	0.4332	-490.9763	-479.2915	-2.2592	-2.2490
0.6122	0.79	6040	0.6032	-1.4651	-1.8986	0.6725	0.4335	-490.9661	-479.2563	-2.2553	-2.2450
0.5706	0.79	6050	0.6031	-1.4481	-1.8801	0.6720	0.4319	-489.1151	-477.5636	-2.2554	-2.2449
0.5889	0.79	6060	0.6033	-1.4543	-1.8874	0.6725	0.4330	-489.8466	-478.1839	-2.2540	-2.2436
0.5764	0.79	6070	0.6034	-1.4572	-1.8903	0.6740	0.4331	-490.1448	-478.4716	-2.2523	-2.2420
0.5793	0.8	6080	0.6037	-1.4698	-1.9044	0.6735	0.4346	-491.5454	-479.7290	-2.2481	-2.2379
0.4869	0.8	6090	0.6040	-1.4920	-1.9302	0.6725	0.4381	-494.1254	-481.9536	-2.2420	-2.2323
0.6102	0.8	6100	0.6045	-1.5036	-1.9434	0.6725	0.4398	-495.4472	-483.1098	-2.2380	-2.2282
0.6125	0.8	6110	0.6041	-1.4916	-1.9317	0.6730	0.4401	-494.2773	-481.9097	-2.2412	-2.2313
0.6175	0.8	6120	0.6041	-1.4701	-1.9080	0.6745	0.4379	-491.9110	-479.7631	-2.2444	-2.2342
0.5436	0.8	6130	0.6043	-1.4647	-1.9015	0.6740	0.4368	-491.2646	-479.2216	-2.2439	-2.2337
0.6058	0.8	6140	0.6044	-1.4708	-1.9089	0.6730	0.4381	-492.0013	-479.8325	-2.2408	-2.2307
0.5545	0.8	6150	0.6044	-1.4790	-1.9189	0.6730	0.4399	-492.9983	-480.6499	-2.2386	-2.2288
0.6665	0.81	6160	0.6042	-1.4721	-1.9111	0.6725	0.4389	-492.2158	-479.9612	-2.2403	-2.2305
0.6219	0.81	6170	0.6039	-1.4595	-1.8962	0.6720	0.4367	-490.7255	-478.6950	-2.2436	-2.2336
0.543	0.81	6180	0.6037	-1.4572	-1.8943	0.6725	0.4371	-490.5428	-478.4734	-2.2443	-2.2341
0.6159	0.81	6190	0.6039	-1.4503	-1.8862	0.6740	0.4359	-489.7291	-477.7792	-2.2451	-2.2349
0.6169	0.81	6200	0.6038	-1.4394	-1.8735	0.6720	0.4341	-488.4582	-476.6858	-2.2470	-2.2366
0.6039	0.81	6210	0.6034	-1.4335	-1.8673	0.6725	0.4338	-487.8377	-476.0990	-2.2483	-2.2380
0.5264	0.81	6220	0.6035	-1.4395	-1.8747	0.6710	0.4352	-488.5808	-476.7023	-2.2481	-2.2378
0.5109	0.82	6230	0.6032	-1.4545	-1.8930	0.6740	0.4385	-490.4145	-478.2023	-2.2481	-2.2381
0.643	0.82	6240	0.6029	-1.4584	-1.8979	0.6735	0.4395	-490.9009	-478.5943	-2.2486	-2.2388
0.5155	0.82	6250	0.6031	-1.4727	-1.9134	0.6735	0.4407	-492.4518	-480.0223	-2.2470	-2.2375
0.5705	0.82	6260	0.6028	-1.4889	-1.9324	0.6750	0.4434	-494.3459	-481.6424	-2.2439	-2.2348
0.5888	0.82	6270	0.6022	-1.4921	-1.9362	0.6735	0.4441	-494.7316	-481.9577	-2.2443	-2.2355
0.6121	0.82	6280	0.6020	-1.4811	-1.9240	0.6715	0.4429	-493.5086	-480.8594	-2.2465	-2.2377
0.5833	0.82	6290	0.6018	-1.4718	-1.9141	0.6750	0.4422	-492.5155	-479.9310	-2.2482	-2.2396
0.5904	0.82	6300	0.6015	-1.4774	-1.9204	0.6765	0.4430	-493.1514	-480.4924	-2.2485	-2.2400
0.6735	0.83	6310	0.6016	-1.4760	-1.9184	0.6735	0.4424	-492.9498	-480.3462	-2.2479	-2.2396
0.6187	0.83	6320	0.6015	-1.4718	-1.9134	0.6760	0.4416	-492.4515	-479.9319	-2.2485	-2.2398
0.5178	0.83	6330	0.6015	-1.4734	-1.9145	0.6720	0.4411	-492.5597	-480.0934	-2.2471	-2.2387
0.6297	0.83	6340	0.6014	-1.4725	-1.9142	0.6770	0.4417	-492.5256	-479.9998	-2.2469	-2.2386
0.6506	0.83	6350	0.6013	-1.4623	-1.9031	0.6750	0.4408	-491.4187	-478.9766	-2.2484	-2.2398
0.5739	0.83	6360	0.6014	-1.4581	-1.8985	0.6720	0.4404	-490.9558	-478.5584	-2.2497	-2.2410
0.6565	0.83	6370	0.6011	-1.4530	-1.8930	0.6765	0.4401	-490.4146	-478.0468	-2.2505	-2.2417
0.6382	0.83	6380	0.6013	-1.4393	-1.8764	0.6745	0.4371	-488.7548	-476.6830	-2.2538	-2.2449
0.6057	0.84	6390	0.6012	-1.4351	-1.8714	0.6750	0.4362	-488.2466	-476.2626	-2.2531	-2.2441
0.6532	0.84	6400	0.6009	-1.4353	-1.8712	0.6755	0.4359	-488.2312	-476.2788	-2.2520	-2.2431
0.5729	0.84	6410	0.6010	-1.4356	-1.8711	0.6755	0.4355	-488.2205	-476.3065	-2.2515	-2.2426
0.6151	0.84	6420	0.6009	-1.4369	-1.8726	0.6760	0.4357	-488.3709	-476.4427	-2.2507	-2.2421
0.5601	0.84	6430	0.6007	-1.4476	-1.8846	0.6750	0.4370	-489.5664	-477.5064	-2.2488	-2.2402
0.6153	0.84	6440	0.6009	-1.4535	-1.8915	0.6735	0.4380	-490.2575	-478.0989	-2.2487	-2.2400
0.6261	0.84	6450	0.6006	-1.4479	-1.8847	0.6750	0.4367	-489.5791	-477.5443	-2.2504	-2.2418
0.5422	0.85	6460	0.6005	-1.4579	-1.8954	0.6735	0.4376	-490.6540	-478.5351	-2.2494	-2.2409
0.6368	0.85	6470	0.6006	-1.4674	-1.9056	0.6745	0.4382	-491.6706	-479.4929	-2.2467	-2.2385
0.6252	0.85	6480	0.6006	-1.4788	-1.9180	0.6745	0.4392	-492.9149	-480.6306	-2.2452	-2.2368
0.5981	0.85	6490	0.6004	-1.4836	-1.9234	0.6735	0.4398	-493.4492	-481.1080	-2.2443	-2.2361
0.5529	0.85	6500	0.6005	-1.4882	-1.9282	0.6755	0.4399	-493.9290	-481.5741	-2.2433	-2.2351
0.6469	0.85	6510	0.6005	-1.4900	-1.9300	0.6735	0.4400	-494.1065	-481.7479	-2.2430	-2.2349
0.6271	0.85	6520	0.6005	-1.4929	-1.9331	0.6740	0.4402	-494.4227	-482.0384	-2.2423	-2.2341
0.5816	0.85	6530	0.6005	-1.4980	-1.9391	0.6745	0.4412	-495.0234	-482.5449	-2.2424	-2.2341
0.561	0.86	6540	0.6007	-1.5037	-1.9458	0.6725	0.4421	-495.6880	-483.1202	-2.2405	-2.2322
0.5886	0.86	6550	0.6009	-1.5090	-1.9518	0.6740	0.4428	-496.2926	-483.6520	-2.2384	-2.2301
0.6015	0.86	6560	0.6009	-1.5022	-1.9446	0.6735	0.4424	-495.5720	-482.9744	-2.2390	-2.2307
0.6231	0.86	6570	0.6007	-1.4893	-1.9303	0.6740	0.4410	-494.1352	-481.6789	-2.2410	-2.2327
0.6087	0.86	6580	0.6006	-1.4819	-1.9219	0.6735	0.4400	-493.3043	-480.9399	-2.2421	-2.2338
0.5943	0.86	6590	0.6004	-1.4827	-1.9231	0.6740	0.4404	-493.4203	-481.0194	-2.2437	-2.2355
0.6125	0.86	6600	0.6005	-1.4879	-1.9284	0.6730	0.4405	-493.9536	-481.5439	-2.2421	-2.2341
0.6032	0.86	6610	0.6003	-1.4909	-1.9317	0.6735	0.4409	-494.2845	-481.8366	-2.2431	-2.2351
0.6535	0.87	6620	0.6003	-1.4926	-1.9331	0.6745	0.4404	-494.4171	-482.0134	-2.2435	-2.2355
0.5795	0.87	6630	0.6000	-1.4915	-1.9315	0.6735	0.4400	-494.2554	-481.8948	-2.2451	-2.2373
0.5202	0.87	6640	0.6003	-1.4941	-1.9337	0.6735	0.4396	-494.4771	-482.1590	-2.2457	-2.2377
0.596	0.87	6650	0.6002	-1.4945	-1.9348	0.6730	0.4403	-494.5907	-482.2015	-2.2449	-2.2370
0.5465	0.87	6660	0.6003	-1.4961	-1.9363	0.6730	0.4403	-494.7445	-482.3565	-2.2444	-2.2366
0.6745	0.87	6670	0.6003	-1.4969	-1.9371	0.6740	0.4402	-494.8221	-482.4366	-2.2445	-2.2366
0.5327	0.87	6680	0.6003	-1.4935	-1.9334	0.6730	0.4399	-494.4505	-482.1029	-2.2454	-2.2372
0.6052	0.88	6690	0.6002	-1.4960	-1.9363	0.6740	0.4404	-494.7440	-482.3472	-2.2428	-2.2348
0.6264	0.88	6700	0.6001	-1.4950	-1.9355	0.6720	0.4405	-494.6638	-482.2544	-2.2435	-2.2355
0.599	0.88	6710	0.6001	-1.4921	-1.9320	0.6730	0.4398	-494.3063	-481.9610	-2.2442	-2.2363
0.5517	0.88	6720	0.6001	-1.4943	-1.9340	0.6725	0.4397	-494.5126	-482.1774	-2.2440	-2.2361
0.6085	0.88	6730	0.6002	-1.4970	-1.9368	0.6740	0.4399	-494.7940	-482.4478	-2.2429	-2.2351
0.5446	0.88	6740	0.6001	-1.4981	-1.9387	0.6740	0.4406	-494.9825	-482.5581	-2.2426	-2.2350
0.6626	0.88	6750	0.6001	-1.4952	-1.9352	0.6730	0.4400	-494.6258	-482.2665	-2.2437	-2.2359
0.5305	0.88	6760	0.6001	-1.4934	-1.9334	0.6735	0.4400	-494.4462	-482.0895	-2.2436	-2.2358
0.5956	0.89	6770	0.6001	-1.4894	-1.9287	0.6735	0.4394	-493.9832	-481.6857	-2.2441	-2.2362
0.5703	0.89	6780	0.6001	-1.4882	-1.9282	0.6745	0.4401	-493.9348	-481.5654	-2.2426	-2.2347
0.519	0.89	6790	0.6002	-1.4868	-1.9265	0.6750	0.4397	-493.7627	-481.4301	-2.2427	-2.2348
0.5557	0.89	6800	0.6001	-1.4811	-1.9207	0.6725	0.4396	-493.1782	-480.8570	-2.2430	-2.2351
0.5928	0.89	6810	0.6001	-1.4777	-1.9173	0.6735	0.4396	-492.8398	-480.5160	-2.2429	-2.2350
0.6184	0.89	6820	0.6002	-1.4767	-1.9157	0.6740	0.4391	-492.6844	-480.4144	-2.2435	-2.2355
0.6065	0.89	6830	0.6002	-1.4773	-1.9164	0.6745	0.4391	-492.7512	-480.4826	-2.2431	-2.2352
0.5943	0.9	6840	0.6000	-1.4732	-1.9122	0.6750	0.4390	-492.3344	-480.0720	-2.2437	-2.2358
0.6122	0.9	6850	0.6000	-1.4720	-1.9109	0.6730	0.4389	-492.1989	-479.9487	-2.2437	-2.2359
0.5781	0.9	6860	0.6001	-1.4710	-1.9093	0.6730	0.4384	-492.0443	-479.8468	-2.2447	-2.2366
0.5874	0.9	6870	0.6000	-1.4727	-1.9116	0.6750	0.4389	-492.2703	-480.0219	-2.2447	-2.2367
0.5447	0.9	6880	0.6000	-1.4736	-1.9128	0.6730	0.4392	-492.3921	-480.1127	-2.2442	-2.2363
0.6112	0.9	6890	0.6000	-1.4744	-1.9133	0.6760	0.4389	-492.4407	-480.1896	-2.2447	-2.2367
0.6134	0.9	6900	0.6000	-1.4721	-1.9106	0.6740	0.4385	-492.1670	-479.9587	-2.2454	-2.2376
0.5998	0.9	6910	0.5998	-1.4742	-1.9133	0.6745	0.4391	-492.4361	-480.1688	-2.2456	-2.2376
0.5518	0.91	6920	0.5998	-1.4790	-1.9189	0.6740	0.4398	-492.9962	-480.6544	-2.2448	-2.2370
0.5815	0.91	6930	0.5999	-1.4786	-1.9181	0.6740	0.4395	-492.9165	-480.6068	-2.2453	-2.2374
0.5728	0.91	6940	0.6001	-1.4789	-1.9180	0.6735	0.4392	-492.9147	-480.6366	-2.2449	-2.2372
0.6253	0.91	6950	0.5999	-1.4758	-1.9150	0.6745	0.4392	-492.6123	-480.3330	-2.2457	-2.2377
0.5998	0.91	6960	0.5999	-1.4739	-1.9128	0.6745	0.4389	-492.3878	-480.1388	-2.2452	-2.2372
0.6105	0.91	6970	0.6001	-1.4719	-1.9099	0.6740	0.4380	-492.0994	-479.9435	-2.2454	-2.2372
0.6255	0.91	6980	0.6001	-1.4747	-1.9137	0.6745	0.4390	-492.4775	-480.2217	-2.2446	-2.2366
0.5663	0.91	6990	0.6001	-1.4757	-1.9147	0.6725	0.4390	-492.5836	-480.3205	-2.2450	-2.2370
0.5424	0.92	7000	0.6002	-1.4762	-1.9151	0.6720	0.4388	-492.6167	-480.3715	-2.2453	-2.2373
0.596	0.92	7010	0.6001	-1.4744	-1.9133	0.6715	0.4389	-492.4364	-480.1894	-2.2453	-2.2373
0.6293	0.92	7020	0.6000	-1.4734	-1.9122	0.6735	0.4388	-492.3290	-480.0872	-2.2456	-2.2375
0.5241	0.92	7030	0.6000	-1.4747	-1.9138	0.6730	0.4391	-492.4926	-480.2183	-2.2451	-2.2371
0.5432	0.92	7040	0.5999	-1.4788	-1.9185	0.6735	0.4397	-492.9648	-480.6302	-2.2449	-2.2370
0.5755	0.92	7050	0.6002	-1.4815	-1.9213	0.6715	0.4398	-493.2392	-480.9036	-2.2448	-2.2368
0.6344	0.92	7060	0.5998	-1.4828	-1.9233	0.6745	0.4405	-493.4417	-481.0281	-2.2442	-2.2363
0.659	0.93	7070	0.6000	-1.4846	-1.9248	0.6735	0.4402	-493.5932	-481.2086	-2.2447	-2.2367
0.5947	0.93	7080	0.5999	-1.4873	-1.9283	0.6745	0.4410	-493.9436	-481.4794	-2.2434	-2.2357
0.628	0.93	7090	0.5999	-1.4877	-1.9287	0.6725	0.4410	-493.9813	-481.5184	-2.2437	-2.2360
0.5261	0.93	7100	0.6000	-1.4864	-1.9272	0.6730	0.4408	-493.8281	-481.3865	-2.2443	-2.2363
0.5201	0.93	7110	0.6001	-1.4839	-1.9243	0.6730	0.4405	-493.5434	-481.1351	-2.2444	-2.2364
0.6504	0.93	7120	0.6000	-1.4834	-1.9242	0.6725	0.4407	-493.5276	-481.0939	-2.2440	-2.2361
0.5956	0.93	7130	0.6002	-1.4819	-1.9223	0.6745	0.4404	-493.3448	-480.9442	-2.2441	-2.2362
0.67	0.93	7140	0.6001	-1.4802	-1.9205	0.6755	0.4403	-493.1571	-480.7647	-2.2438	-2.2358
0.5571	0.94	7150	0.6002	-1.4785	-1.9185	0.6745	0.4400	-492.9625	-480.6026	-2.2442	-2.2361
0.6067	0.94	7160	0.6002	-1.4792	-1.9194	0.6760	0.4401	-493.0470	-480.6741	-2.2441	-2.2360
0.567	0.94	7170	0.6002	-1.4793	-1.9195	0.6725	0.4402	-493.0614	-480.6815	-2.2448	-2.2367
0.5853	0.94	7180	0.6000	-1.4790	-1.9196	0.6740	0.4406	-493.0687	-480.6484	-2.2436	-2.2355
0.5763	0.94	7190	0.6001	-1.4800	-1.9204	0.6750	0.4404	-493.1496	-480.7488	-2.2434	-2.2354
0.6433	0.94	7200	0.6002	-1.4802	-1.9203	0.6745	0.4401	-493.1400	-480.7719	-2.2436	-2.2355
0.5246	0.94	7210	0.6001	-1.4812	-1.9217	0.6745	0.4405	-493.2789	-480.8667	-2.2441	-2.2360
0.5472	0.94	7220	0.6003	-1.4813	-1.9215	0.6745	0.4402	-493.2612	-480.8844	-2.2436	-2.2355
0.6258	0.95	7230	0.6001	-1.4824	-1.9230	0.6715	0.4406	-493.4081	-480.9859	-2.2436	-2.2355
0.5519	0.95	7240	0.6001	-1.4807	-1.9211	0.6725	0.4404	-493.2167	-480.8148	-2.2437	-2.2357
0.5803	0.95	7250	0.6002	-1.4806	-1.9210	0.6755	0.4405	-493.2137	-480.8081	-2.2439	-2.2359
0.566	0.95	7260	0.6001	-1.4824	-1.9232	0.6760	0.4408	-493.4316	-480.9936	-2.2438	-2.2358
0.5685	0.95	7270	0.6002	-1.4828	-1.9236	0.6745	0.4408	-493.4701	-481.0330	-2.2429	-2.2350
0.6324	0.95	7280	0.6000	-1.4838	-1.9251	0.6740	0.4413	-493.6228	-481.1298	-2.2434	-2.2355
0.6182	0.95	7290	0.6004	-1.4825	-1.9229	0.6735	0.4404	-493.4010	-481.0028	-2.2432	-2.2352
0.5617	0.96	7300	0.6000	-1.4842	-1.9254	0.6750	0.4413	-493.6541	-481.1675	-2.2425	-2.2347
0.5804	0.96	7310	0.6001	-1.4858	-1.9270	0.6755	0.4412	-493.8114	-481.3324	-2.2423	-2.2345
0.5918	0.96	7320	0.6002	-1.4852	-1.9264	0.6755	0.4413	-493.7545	-481.2686	-2.2423	-2.2344
0.5686	0.96	7330	0.6002	-1.4855	-1.9265	0.6755	0.4410	-493.7621	-481.3024	-2.2426	-2.2346
0.6209	0.96	7340	0.6001	-1.4852	-1.9264	0.6735	0.4412	-493.7498	-481.2669	-2.2423	-2.2345
0.6103	0.96	7350	0.6003	-1.4839	-1.9245	0.6765	0.4406	-493.5627	-481.1436	-2.2428	-2.2349
0.6426	0.96	7360	0.6001	-1.4830	-1.9239	0.6735	0.4409	-493.4968	-481.0446	-2.2431	-2.2351
0.5438	0.96	7370	0.6001	-1.4843	-1.9252	0.6720	0.4409	-493.6325	-481.1817	-2.2427	-2.2347
0.6082	0.97	7380	0.6000	-1.4825	-1.9235	0.6735	0.4410	-493.4592	-480.9968	-2.2430	-2.2351
0.6119	0.97	7390	0.6001	-1.4820	-1.9226	0.6725	0.4406	-493.3720	-480.9541	-2.2430	-2.2350
0.5542	0.97	7400	0.6002	-1.4823	-1.9229	0.6740	0.4406	-493.3987	-480.9829	-2.2430	-2.2352
0.6158	0.97	7410	0.6000	-1.4825	-1.9236	0.6755	0.4411	-493.4675	-480.9962	-2.2434	-2.2355
0.5374	0.97	7420	0.6002	-1.4828	-1.9233	0.6740	0.4405	-493.4400	-481.0262	-2.2435	-2.2354
0.5666	0.97	7430	0.6002	-1.4830	-1.9238	0.6720	0.4408	-493.4920	-481.0496	-2.2426	-2.2347
0.5652	0.97	7440	0.6001	-1.4821	-1.9228	0.6745	0.4407	-493.3924	-480.9587	-2.2423	-2.2343
0.6496	0.97	7450	0.6000	-1.4818	-1.9229	0.6740	0.4410	-493.3951	-480.9341	-2.2430	-2.2349
0.6299	0.98	7460	0.6000	-1.4829	-1.9238	0.6715	0.4409	-493.4858	-481.0392	-2.2427	-2.2347
0.5913	0.98	7470	0.6001	-1.4828	-1.9238	0.6725	0.4409	-493.4869	-481.0333	-2.2426	-2.2348
0.5809	0.98	7480	0.6001	-1.4827	-1.9233	0.6745	0.4406	-493.4411	-481.0244	-2.2431	-2.2351
0.522	0.98	7490	0.6003	-1.4830	-1.9237	0.6745	0.4407	-493.4762	-481.0496	-2.2425	-2.2346
0.4985	0.98	7500	0.6000	-1.4829	-1.9241	0.6755	0.4412	-493.5171	-481.0412	-2.2425	-2.2346
0.5986	0.98	7510	0.5999	-1.4831	-1.9246	0.6730	0.4414	-493.5656	-481.0641	-2.2424	-2.2346
0.5748	0.98	7520	0.6001	-1.4831	-1.9241	0.6735	0.4410	-493.5204	-481.0576	-2.2431	-2.2353
0.6262	0.99	7530	0.6000	-1.4837	-1.9249	0.6750	0.4412	-493.6004	-481.1151	-2.2427	-2.2348
0.5998	0.99	7540	0.6003	-1.4827	-1.9236	0.6745	0.4409	-493.4674	-481.0206	-2.2430	-2.2351
0.5577	0.99	7550	0.6001	-1.4841	-1.9250	0.6745	0.4409	-493.6079	-481.1554	-2.2426	-2.2347
0.5462	0.99	7560	0.6002	-1.4830	-1.9236	0.6735	0.4407	-493.4738	-481.0464	-2.2431	-2.2352
0.6308	0.99	7570	0.6000	-1.4823	-1.9234	0.6720	0.4411	-493.4492	-480.9828	-2.2429	-2.2349
0.5767	0.99	7580	0.6001	-1.4825	-1.9234	0.6760	0.4409	-493.4526	-480.9988	-2.2432	-2.2352
0.7282	0.99	7590	0.6002	-1.4823	-1.9229	0.6750	0.4406	-493.4012	-480.9802	-2.2429	-2.2350
0.6687	0.99	7600	0.6001	-1.4835	-1.9246	0.6755	0.4411	-493.5691	-481.1004	-2.2425	-2.2346
0.5566	1.0	7610	0.6003	-1.4834	-1.9240	0.6735	0.4406	-493.5092	-481.0875	-2.2429	-2.2350
0.5543	1.0	7620	0.6000	-1.4825	-1.9237	0.6730	0.4412	-493.4799	-481.0030	-2.2429	-2.2350
0.5888	1.0	7630	0.6003	-1.4823	-1.9229	0.6745	0.4406	-493.3998	-480.9838	-2.2430	-2.2350
0.5937	1.0	7640	0.5999	-1.4826	-1.9237	0.6735	0.4412	-493.4848	-481.0051	-2.2428	-2.2347

Framework versions

• PEFT 0.7.1
• Transformers 4.36.2
• Pytorch 2.1.2
• Datasets 2.14.6
• Tokenizers 0.15.0