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Daewon0808/
v6_llama_lora

Name: v6_llama_lora
Availability: InStock

peft

safetensors

generated_from_trainer

Daewon0808/prm800k_llama_fulltune

adapter

llama3.1

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v6_llama_lora

This model is a fine-tuned version of Daewon0808/prm800k_llama_fulltune on an unknown dataset. It achieves the following results on the evaluation set:

Loss: 0.1587
Prm accuracy: 0.9412
Prm precision: 0.9589
Prm recall: 0.9589
Prm specificty: 0.8966
Prm npv: 0.8966
Prm f1: 0.9589
Prm f1 neg: 0.8966
Prm f1 auc: 0.9277
Prm f1 auc (fixed): 0.9667

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: 0.0001
train_batch_size: 2
eval_batch_size: 4
seed: 908932403
distributed_type: multi-GPU
num_devices: 8
gradient_accumulation_steps: 2
total_train_batch_size: 32
total_eval_batch_size: 32
optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
lr_scheduler_type: cosine
lr_scheduler_warmup_ratio: 0.1
num_epochs: 1

Training results

Training Loss	Epoch	Step	Validation Loss	Prm accuracy	Prm precision	Prm recall	Prm specificty	Prm npv	Prm f1	Prm f1 neg	Prm f1 auc	Prm f1 auc (fixed)
No log	0	0	0.2324	0.9216	0.9577	0.9315	0.8966	0.8387	0.9444	0.8667	0.9140	0.9752
0.4415	0.0014	5	0.2312	0.9216	0.9577	0.9315	0.8966	0.8387	0.9444	0.8667	0.9140	0.9750
0.359	0.0029	10	0.2318	0.9216	0.9577	0.9315	0.8966	0.8387	0.9444	0.8667	0.9140	0.9752
0.3333	0.0043	15	0.2301	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9752
0.3952	0.0057	20	0.2268	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9757
0.35	0.0071	25	0.2211	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9785
0.3456	0.0086	30	0.2147	0.9216	0.9333	0.9589	0.8276	0.8889	0.9459	0.8571	0.8932	0.9806
0.3823	0.0100	35	0.2115	0.9118	0.9211	0.9589	0.7931	0.8846	0.9396	0.8364	0.8760	0.9835
0.2401	0.0114	40	0.2045	0.9216	0.9333	0.9589	0.8276	0.8889	0.9459	0.8571	0.8932	0.9856
0.3145	0.0129	45	0.2045	0.9216	0.9452	0.9452	0.8621	0.8621	0.9452	0.8621	0.9036	0.9865
0.1781	0.0143	50	0.2021	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9870
0.2719	0.0157	55	0.1990	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9877
0.3352	0.0172	60	0.1971	0.9216	0.9577	0.9315	0.8966	0.8387	0.9444	0.8667	0.9140	0.9868
0.3348	0.0186	65	0.1941	0.9118	0.9444	0.9315	0.8621	0.8333	0.9379	0.8475	0.8968	0.9872
0.3499	0.0200	70	0.1926	0.9118	0.9444	0.9315	0.8621	0.8333	0.9379	0.8475	0.8968	0.9870
0.2507	0.0214	75	0.1974	0.9216	0.9577	0.9315	0.8966	0.8387	0.9444	0.8667	0.9140	0.9851
0.2651	0.0229	80	0.1986	0.9216	0.9577	0.9315	0.8966	0.8387	0.9444	0.8667	0.9140	0.9849
0.3129	0.0243	85	0.2042	0.9118	0.9571	0.9178	0.8966	0.8125	0.9371	0.8525	0.9072	0.9842
0.2685	0.0257	90	0.2156	0.9020	0.9565	0.9041	0.8966	0.7879	0.9296	0.8387	0.9003	0.9837
0.2728	0.0272	95	0.1992	0.9118	0.9571	0.9178	0.8966	0.8125	0.9371	0.8525	0.9072	0.9846
0.3198	0.0286	100	0.1879	0.9216	0.9577	0.9315	0.8966	0.8387	0.9444	0.8667	0.9140	0.9844
0.2019	0.0300	105	0.1859	0.9216	0.9577	0.9315	0.8966	0.8387	0.9444	0.8667	0.9140	0.9792
0.2377	0.0315	110	0.1726	0.9118	0.9444	0.9315	0.8621	0.8333	0.9379	0.8475	0.8968	0.9797
0.3407	0.0329	115	0.1906	0.9118	0.9571	0.9178	0.8966	0.8125	0.9371	0.8525	0.9072	0.9806
0.1886	0.0343	120	0.2135	0.9118	0.9706	0.9041	0.9310	0.7941	0.9362	0.8571	0.9176	0.9795
0.2675	0.0357	125	0.2022	0.9216	0.9710	0.9178	0.9310	0.8182	0.9437	0.8710	0.9244	0.9806
0.2006	0.0372	130	0.2044	0.9118	0.9706	0.9041	0.9310	0.7941	0.9362	0.8571	0.9176	0.9809
0.3513	0.0386	135	0.1942	0.9216	0.9710	0.9178	0.9310	0.8182	0.9437	0.8710	0.9244	0.9785
0.1402	0.0400	140	0.1889	0.9314	0.9714	0.9315	0.9310	0.8438	0.9510	0.8852	0.9313	0.9792
0.3586	0.0415	145	0.1755	0.9216	0.9577	0.9315	0.8966	0.8387	0.9444	0.8667	0.9140	0.9783
0.2318	0.0429	150	0.1993	0.9314	0.9853	0.9178	0.9655	0.8235	0.9504	0.8889	0.9417	0.9769
0.3709	0.0443	155	0.2034	0.9216	0.9710	0.9178	0.9310	0.8182	0.9437	0.8710	0.9244	0.9759
0.18	0.0458	160	0.2037	0.9118	0.9706	0.9041	0.9310	0.7941	0.9362	0.8571	0.9176	0.9761
0.3137	0.0472	165	0.2132	0.9118	0.9706	0.9041	0.9310	0.7941	0.9362	0.8571	0.9176	0.9761
0.1748	0.0486	170	0.1921	0.9216	0.9710	0.9178	0.9310	0.8182	0.9437	0.8710	0.9244	0.9790
0.2346	0.0500	175	0.1984	0.9020	0.9701	0.8904	0.9310	0.7714	0.9286	0.8438	0.9107	0.9787
0.259	0.0515	180	0.2010	0.8922	0.9697	0.8767	0.9310	0.75	0.9209	0.8308	0.9039	0.9771
0.3262	0.0529	185	0.2074	0.8922	0.9697	0.8767	0.9310	0.75	0.9209	0.8308	0.9039	0.9771
0.2266	0.0543	190	0.1894	0.9216	0.9710	0.9178	0.9310	0.8182	0.9437	0.8710	0.9244	0.9795
0.3029	0.0558	195	0.1832	0.9216	0.9710	0.9178	0.9310	0.8182	0.9437	0.8710	0.9244	0.9776
0.2273	0.0572	200	0.2252	0.8922	0.9697	0.8767	0.9310	0.75	0.9209	0.8308	0.9039	0.9735
0.2426	0.0586	205	0.2360	0.9118	0.9848	0.8904	0.9655	0.7778	0.9353	0.8615	0.9280	0.9700
0.2292	0.0601	210	0.1822	0.9118	0.9571	0.9178	0.8966	0.8125	0.9371	0.8525	0.9072	0.9754
0.1982	0.0615	215	0.2005	0.9020	0.9701	0.8904	0.9310	0.7714	0.9286	0.8438	0.9107	0.9764
0.2194	0.0629	220	0.2232	0.9118	0.9848	0.8904	0.9655	0.7778	0.9353	0.8615	0.9280	0.9797
0.2892	0.0643	225	0.1729	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9835
0.2287	0.0658	230	0.1941	0.9216	0.9851	0.9041	0.9655	0.8	0.9429	0.875	0.9348	0.9813
0.2695	0.0672	235	0.1714	0.9216	0.9710	0.9178	0.9310	0.8182	0.9437	0.8710	0.9244	0.9856
0.1912	0.0686	240	0.1375	0.9510	0.9722	0.9589	0.9310	0.9	0.9655	0.9153	0.9450	0.9870
0.2274	0.0701	245	0.1500	0.9412	0.9718	0.9452	0.9310	0.8710	0.9583	0.9	0.9381	0.9837
0.2	0.0715	250	0.1977	0.9118	0.9848	0.8904	0.9655	0.7778	0.9353	0.8615	0.9280	0.9806
0.2135	0.0729	255	0.1701	0.9314	0.9459	0.9589	0.8621	0.8929	0.9524	0.8772	0.9105	0.9785
0.2196	0.0743	260	0.1781	0.9314	0.9459	0.9589	0.8621	0.8929	0.9524	0.8772	0.9105	0.9780
0.3015	0.0758	265	0.2069	0.9314	0.9853	0.9178	0.9655	0.8235	0.9504	0.8889	0.9417	0.9740
0.2263	0.0772	270	0.1837	0.9412	0.9718	0.9452	0.9310	0.8710	0.9583	0.9	0.9381	0.9733
0.2261	0.0786	275	0.1759	0.9216	0.9452	0.9452	0.8621	0.8621	0.9452	0.8621	0.9036	0.9728
0.287	0.0801	280	0.2434	0.8824	0.9692	0.8630	0.9310	0.7297	0.9130	0.8182	0.8970	0.9698
0.245	0.0815	285	0.2014	0.9216	0.9710	0.9178	0.9310	0.8182	0.9437	0.8710	0.9244	0.9724
0.2324	0.0829	290	0.1744	0.9314	0.9714	0.9315	0.9310	0.8438	0.9510	0.8852	0.9313	0.9761
0.215	0.0844	295	0.1860	0.9118	0.9706	0.9041	0.9310	0.7941	0.9362	0.8571	0.9176	0.9735
0.2013	0.0858	300	0.1723	0.9216	0.9710	0.9178	0.9310	0.8182	0.9437	0.8710	0.9244	0.9752
0.2171	0.0872	305	0.1830	0.9020	0.9701	0.8904	0.9310	0.7714	0.9286	0.8438	0.9107	0.9747
0.1694	0.0886	310	0.1587	0.9314	0.9714	0.9315	0.9310	0.8438	0.9510	0.8852	0.9313	0.9778
0.1929	0.0901	315	0.1787	0.9216	0.9710	0.9178	0.9310	0.8182	0.9437	0.8710	0.9244	0.9735
0.226	0.0915	320	0.1966	0.9020	0.9437	0.9178	0.8621	0.8065	0.9306	0.8333	0.8899	0.9643
0.1334	0.0929	325	0.1906	0.9216	0.9710	0.9178	0.9310	0.8182	0.9437	0.8710	0.9244	0.9622
0.2207	0.0944	330	0.1809	0.9314	0.9714	0.9315	0.9310	0.8438	0.9510	0.8852	0.9313	0.9573
0.3015	0.0958	335	0.1702	0.9118	0.9444	0.9315	0.8621	0.8333	0.9379	0.8475	0.8968	0.9674
0.2258	0.0972	340	0.1890	0.8922	0.9429	0.9041	0.8621	0.7812	0.9231	0.8197	0.8831	0.9513
0.2348	0.0987	345	0.1983	0.8824	0.9420	0.8904	0.8621	0.7576	0.9155	0.8065	0.8762	0.9563
0.2259	0.1001	350	0.1845	0.8922	0.9429	0.9041	0.8621	0.7812	0.9231	0.8197	0.8831	0.9622
0.236	0.1015	355	0.1830	0.9020	0.9437	0.9178	0.8621	0.8065	0.9306	0.8333	0.8899	0.9573
0.2113	0.1029	360	0.2032	0.8824	0.9552	0.8767	0.8966	0.7429	0.9143	0.8125	0.8866	0.9315
0.2623	0.1044	365	0.2137	0.8922	0.9559	0.8904	0.8966	0.7647	0.9220	0.8254	0.8935	0.9244
0.2464	0.1058	370	0.1817	0.9216	0.9577	0.9315	0.8966	0.8387	0.9444	0.8667	0.9140	0.9513
0.1968	0.1072	375	0.2117	0.9118	0.9706	0.9041	0.9310	0.7941	0.9362	0.8571	0.9176	0.9471
0.2646	0.1087	380	0.2011	0.8922	0.9697	0.8767	0.9310	0.75	0.9209	0.8308	0.9039	0.9502
0.1546	0.1101	385	0.1970	0.9118	0.9444	0.9315	0.8621	0.8333	0.9379	0.8475	0.8968	0.9643
0.2224	0.1115	390	0.1936	0.9216	0.9452	0.9452	0.8621	0.8621	0.9452	0.8621	0.9036	0.9740
0.1954	0.1130	395	0.1746	0.9118	0.9571	0.9178	0.8966	0.8125	0.9371	0.8525	0.9072	0.9676
0.3144	0.1144	400	0.1393	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9709
0.1708	0.1158	405	0.1762	0.9216	0.9577	0.9315	0.8966	0.8387	0.9444	0.8667	0.9140	0.9551
0.1964	0.1172	410	0.1925	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9662
0.1993	0.1187	415	0.1799	0.9216	0.9577	0.9315	0.8966	0.8387	0.9444	0.8667	0.9140	0.9655
0.2413	0.1201	420	0.1720	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9620
0.2293	0.1215	425	0.1775	0.9216	0.9710	0.9178	0.9310	0.8182	0.9437	0.8710	0.9244	0.9591
0.1971	0.1230	430	0.1717	0.9314	0.9714	0.9315	0.9310	0.8438	0.9510	0.8852	0.9313	0.9589
0.1546	0.1244	435	0.1806	0.9314	0.9714	0.9315	0.9310	0.8438	0.9510	0.8852	0.9313	0.9532
0.2646	0.1258	440	0.1814	0.9216	0.9710	0.9178	0.9310	0.8182	0.9437	0.8710	0.9244	0.9521
0.3267	0.1273	445	0.1755	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9551
0.18	0.1287	450	0.2172	0.9216	0.9577	0.9315	0.8966	0.8387	0.9444	0.8667	0.9140	0.9433
0.1968	0.1301	455	0.1775	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9603
0.2453	0.1315	460	0.1652	0.9216	0.9577	0.9315	0.8966	0.8387	0.9444	0.8667	0.9140	0.9641
0.2508	0.1330	465	0.1745	0.9216	0.9577	0.9315	0.8966	0.8387	0.9444	0.8667	0.9140	0.9653
0.2706	0.1344	470	0.2231	0.8824	0.9692	0.8630	0.9310	0.7297	0.9130	0.8182	0.8970	0.9643
0.2696	0.1358	475	0.1801	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9825
0.1922	0.1373	480	0.1574	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9849
0.245	0.1387	485	0.1632	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9835
0.204	0.1401	490	0.1683	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9844
0.2322	0.1415	495	0.2102	0.8529	0.9677	0.8219	0.9310	0.675	0.8889	0.7826	0.8765	0.9764
0.2018	0.1430	500	0.1706	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9785
0.1475	0.1444	505	0.1715	0.9510	0.9595	0.9726	0.8966	0.9286	0.9660	0.9123	0.9346	0.9752
0.2118	0.1458	510	0.2125	0.8922	0.9697	0.8767	0.9310	0.75	0.9209	0.8308	0.9039	0.9502
0.1875	0.1473	515	0.1999	0.9020	0.9565	0.9041	0.8966	0.7879	0.9296	0.8387	0.9003	0.9506
0.1908	0.1487	520	0.1779	0.9118	0.9571	0.9178	0.8966	0.8125	0.9371	0.8525	0.9072	0.9556
0.1694	0.1501	525	0.2216	0.8922	0.9844	0.8630	0.9655	0.7368	0.9197	0.8358	0.9143	0.9521
0.1827	0.1516	530	0.2087	0.9118	0.9848	0.8904	0.9655	0.7778	0.9353	0.8615	0.9280	0.9563
0.169	0.1530	535	0.1750	0.9216	0.9577	0.9315	0.8966	0.8387	0.9444	0.8667	0.9140	0.9617
0.2402	0.1544	540	0.2028	0.9216	0.9710	0.9178	0.9310	0.8182	0.9437	0.8710	0.9244	0.9573
0.2625	0.1558	545	0.2010	0.9412	0.9718	0.9452	0.9310	0.8710	0.9583	0.9	0.9381	0.9610
0.1558	0.1573	550	0.2007	0.9216	0.9710	0.9178	0.9310	0.8182	0.9437	0.8710	0.9244	0.9620
0.2667	0.1587	555	0.1802	0.9216	0.9710	0.9178	0.9310	0.8182	0.9437	0.8710	0.9244	0.9684
0.1782	0.1601	560	0.1622	0.9314	0.9714	0.9315	0.9310	0.8438	0.9510	0.8852	0.9313	0.9688
0.3195	0.1616	565	0.1714	0.9314	0.9714	0.9315	0.9310	0.8438	0.9510	0.8852	0.9313	0.9735
0.2501	0.1630	570	0.1620	0.9412	0.9855	0.9315	0.9655	0.8485	0.9577	0.9032	0.9485	0.9849
0.1817	0.1644	575	0.1312	0.9412	0.9351	0.9863	0.8276	0.96	0.96	0.8889	0.9069	0.9901
0.1867	0.1659	580	0.1656	0.9314	0.9714	0.9315	0.9310	0.8438	0.9510	0.8852	0.9313	0.9809
0.3462	0.1673	585	0.1673	0.9314	0.9342	0.9726	0.8276	0.9231	0.9530	0.8727	0.9001	0.9757
0.1814	0.1687	590	0.1885	0.9314	0.9342	0.9726	0.8276	0.9231	0.9530	0.8727	0.9001	0.9702
0.1806	0.1701	595	0.1875	0.9314	0.9342	0.9726	0.8276	0.9231	0.9530	0.8727	0.9001	0.9740
0.1593	0.1716	600	0.1696	0.9412	0.9467	0.9726	0.8621	0.9259	0.9595	0.8929	0.9173	0.9735
0.0987	0.1730	605	0.1485	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9773
0.1817	0.1744	610	0.1278	0.9510	0.9595	0.9726	0.8966	0.9286	0.9660	0.9123	0.9346	0.9835
0.1517	0.1759	615	0.1280	0.9510	0.9595	0.9726	0.8966	0.9286	0.9660	0.9123	0.9346	0.9830
0.195	0.1773	620	0.1570	0.9216	0.9577	0.9315	0.8966	0.8387	0.9444	0.8667	0.9140	0.9735
0.2742	0.1787	625	0.1674	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9709
0.1846	0.1802	630	0.1640	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9686
0.2404	0.1816	635	0.1594	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9693
0.2593	0.1830	640	0.1650	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9688
0.1447	0.1844	645	0.1793	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9622
0.2459	0.1859	650	0.1799	0.9216	0.9577	0.9315	0.8966	0.8387	0.9444	0.8667	0.9140	0.9598
0.2607	0.1873	655	0.2025	0.8922	0.9559	0.8904	0.8966	0.7647	0.9220	0.8254	0.8935	0.9525
0.2081	0.1887	660	0.1848	0.9216	0.9577	0.9315	0.8966	0.8387	0.9444	0.8667	0.9140	0.9558
0.2553	0.1902	665	0.1841	0.9216	0.9577	0.9315	0.8966	0.8387	0.9444	0.8667	0.9140	0.9551
0.1685	0.1916	670	0.1779	0.9216	0.9577	0.9315	0.8966	0.8387	0.9444	0.8667	0.9140	0.9570
0.3274	0.1930	675	0.1696	0.9314	0.9714	0.9315	0.9310	0.8438	0.9510	0.8852	0.9313	0.9532
0.1844	0.1945	680	0.1873	0.9118	0.9706	0.9041	0.9310	0.7941	0.9362	0.8571	0.9176	0.9476
0.2072	0.1959	685	0.1947	0.9020	0.9315	0.9315	0.8276	0.8276	0.9315	0.8276	0.8795	0.9433
0.2591	0.1973	690	0.2283	0.8922	0.9079	0.9452	0.7586	0.8462	0.9262	0.8	0.8519	0.9443
0.2171	0.1987	695	0.2247	0.9216	0.9452	0.9452	0.8621	0.8621	0.9452	0.8621	0.9036	0.9523
0.1998	0.2002	700	0.1705	0.9314	0.9459	0.9589	0.8621	0.8929	0.9524	0.8772	0.9105	0.9709
0.1857	0.2016	705	0.1645	0.9118	0.9706	0.9041	0.9310	0.7941	0.9362	0.8571	0.9176	0.9778
0.2711	0.2030	710	0.1451	0.9216	0.9452	0.9452	0.8621	0.8621	0.9452	0.8621	0.9036	0.9771
0.1557	0.2045	715	0.1583	0.9314	0.9459	0.9589	0.8621	0.8929	0.9524	0.8772	0.9105	0.9747
0.1431	0.2059	720	0.1716	0.8922	0.9559	0.8904	0.8966	0.7647	0.9220	0.8254	0.8935	0.9754
0.1766	0.2073	725	0.1415	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9835
0.192	0.2088	730	0.1353	0.9510	0.9595	0.9726	0.8966	0.9286	0.9660	0.9123	0.9346	0.9825
0.2099	0.2102	735	0.1580	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9811
0.2923	0.2116	740	0.1738	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9787
0.1992	0.2130	745	0.1787	0.9510	0.9595	0.9726	0.8966	0.9286	0.9660	0.9123	0.9346	0.9821
0.2266	0.2145	750	0.1640	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9832
0.2569	0.2159	755	0.1638	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9804
0.2253	0.2173	760	0.1744	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9797
0.2249	0.2188	765	0.1846	0.9216	0.9577	0.9315	0.8966	0.8387	0.9444	0.8667	0.9140	0.9714
0.1581	0.2202	770	0.1686	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9769
0.1797	0.2216	775	0.1590	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9771
0.148	0.2230	780	0.1562	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9754
0.1572	0.2245	785	0.1515	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9743
0.1648	0.2259	790	0.1456	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9754
0.1837	0.2273	795	0.1606	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9709
0.0985	0.2288	800	0.1831	0.9510	0.9595	0.9726	0.8966	0.9286	0.9660	0.9123	0.9346	0.9705
0.1716	0.2302	805	0.2089	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9506
0.1605	0.2316	810	0.2135	0.8725	0.9545	0.8630	0.8966	0.7222	0.9065	0.8	0.8798	0.9462
0.2777	0.2331	815	0.1847	0.9216	0.9577	0.9315	0.8966	0.8387	0.9444	0.8667	0.9140	0.9556
0.212	0.2345	820	0.1608	0.9020	0.9565	0.9041	0.8966	0.7879	0.9296	0.8387	0.9003	0.9681
0.1269	0.2359	825	0.1559	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9731
0.2711	0.2373	830	0.1637	0.9314	0.9714	0.9315	0.9310	0.8438	0.9510	0.8852	0.9313	0.9719
0.2734	0.2388	835	0.1706	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9707
0.2491	0.2402	840	0.1615	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9726
0.2788	0.2416	845	0.1674	0.9216	0.9577	0.9315	0.8966	0.8387	0.9444	0.8667	0.9140	0.9660
0.1524	0.2431	850	0.1599	0.9216	0.9577	0.9315	0.8966	0.8387	0.9444	0.8667	0.9140	0.9672
0.1936	0.2445	855	0.1515	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9660
0.1367	0.2459	860	0.1542	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9648
0.1896	0.2474	865	0.1566	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9648
0.3206	0.2488	870	0.1531	0.9412	0.9467	0.9726	0.8621	0.9259	0.9595	0.8929	0.9173	0.9679
0.1506	0.2502	875	0.1655	0.9020	0.9565	0.9041	0.8966	0.7879	0.9296	0.8387	0.9003	0.9603
0.169	0.2516	880	0.1465	0.9216	0.9577	0.9315	0.8966	0.8387	0.9444	0.8667	0.9140	0.9740
0.273	0.2531	885	0.1290	0.9608	0.96	0.9863	0.8966	0.9630	0.9730	0.9286	0.9414	0.9816
0.1353	0.2545	890	0.1381	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9783
0.1235	0.2559	895	0.1462	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9764
0.2094	0.2574	900	0.1535	0.9314	0.9342	0.9726	0.8276	0.9231	0.9530	0.8727	0.9001	0.9769
0.1743	0.2588	905	0.1494	0.9510	0.9722	0.9589	0.9310	0.9	0.9655	0.9153	0.9450	0.9747
0.1637	0.2602	910	0.1364	0.9510	0.9595	0.9726	0.8966	0.9286	0.9660	0.9123	0.9346	0.9785
0.1655	0.2617	915	0.1360	0.9510	0.9595	0.9726	0.8966	0.9286	0.9660	0.9123	0.9346	0.9797
0.2736	0.2631	920	0.1411	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9759
0.1621	0.2645	925	0.1461	0.9314	0.9459	0.9589	0.8621	0.8929	0.9524	0.8772	0.9105	0.9747
0.1706	0.2659	930	0.1561	0.9314	0.9342	0.9726	0.8276	0.9231	0.9530	0.8727	0.9001	0.9684
0.3273	0.2674	935	0.1784	0.9118	0.9571	0.9178	0.8966	0.8125	0.9371	0.8525	0.9072	0.9596
0.1846	0.2688	940	0.1731	0.9216	0.9577	0.9315	0.8966	0.8387	0.9444	0.8667	0.9140	0.9624
0.176	0.2702	945	0.1639	0.9216	0.9452	0.9452	0.8621	0.8621	0.9452	0.8621	0.9036	0.9643
0.1884	0.2717	950	0.1628	0.9216	0.9577	0.9315	0.8966	0.8387	0.9444	0.8667	0.9140	0.9639
0.211	0.2731	955	0.1647	0.9118	0.9324	0.9452	0.8276	0.8571	0.9388	0.8421	0.8864	0.9655
0.1821	0.2745	960	0.1827	0.9216	0.9577	0.9315	0.8966	0.8387	0.9444	0.8667	0.9140	0.9558
0.1276	0.2760	965	0.1718	0.9118	0.9324	0.9452	0.8276	0.8571	0.9388	0.8421	0.8864	0.9610
0.194	0.2774	970	0.1723	0.9118	0.9571	0.9178	0.8966	0.8125	0.9371	0.8525	0.9072	0.9603
0.1505	0.2788	975	0.1739	0.9020	0.9565	0.9041	0.8966	0.7879	0.9296	0.8387	0.9003	0.9558
0.1134	0.2802	980	0.1665	0.9118	0.9571	0.9178	0.8966	0.8125	0.9371	0.8525	0.9072	0.9577
0.2521	0.2817	985	0.1733	0.9118	0.9571	0.9178	0.8966	0.8125	0.9371	0.8525	0.9072	0.9537
0.1982	0.2831	990	0.1776	0.9118	0.9571	0.9178	0.8966	0.8125	0.9371	0.8525	0.9072	0.9551
0.182	0.2845	995	0.1628	0.9216	0.9577	0.9315	0.8966	0.8387	0.9444	0.8667	0.9140	0.9608
0.1428	0.2860	1000	0.1645	0.9118	0.9571	0.9178	0.8966	0.8125	0.9371	0.8525	0.9072	0.9598
0.231	0.2874	1005	0.1663	0.9118	0.9571	0.9178	0.8966	0.8125	0.9371	0.8525	0.9072	0.9627
0.1538	0.2888	1010	0.1733	0.9216	0.9577	0.9315	0.8966	0.8387	0.9444	0.8667	0.9140	0.9613
0.1607	0.2902	1015	0.1876	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9532
0.2202	0.2917	1020	0.2110	0.8824	0.9552	0.8767	0.8966	0.7429	0.9143	0.8125	0.8866	0.9459
0.2239	0.2931	1025	0.1779	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9589
0.2207	0.2945	1030	0.1700	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9601
0.2005	0.2960	1035	0.1992	0.9020	0.9565	0.9041	0.8966	0.7879	0.9296	0.8387	0.9003	0.9537
0.1831	0.2974	1040	0.1643	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9691
0.2511	0.2988	1045	0.1596	0.9510	0.9595	0.9726	0.8966	0.9286	0.9660	0.9123	0.9346	0.9702
0.2112	0.3003	1050	0.1739	0.9118	0.9571	0.9178	0.8966	0.8125	0.9371	0.8525	0.9072	0.9655
0.2143	0.3017	1055	0.1530	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9719
0.1685	0.3031	1060	0.1580	0.9412	0.9467	0.9726	0.8621	0.9259	0.9595	0.8929	0.9173	0.9759
0.1848	0.3045	1065	0.1626	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9731
0.1604	0.3060	1070	0.1595	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9705
0.2193	0.3074	1075	0.1541	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9702
0.2046	0.3088	1080	0.1481	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9726
0.2494	0.3103	1085	0.1561	0.9216	0.9577	0.9315	0.8966	0.8387	0.9444	0.8667	0.9140	0.9641
0.1377	0.3117	1090	0.1576	0.9216	0.9577	0.9315	0.8966	0.8387	0.9444	0.8667	0.9140	0.9613
0.249	0.3131	1095	0.1452	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9636
0.1884	0.3146	1100	0.1595	0.9020	0.9565	0.9041	0.8966	0.7879	0.9296	0.8387	0.9003	0.9573
0.2238	0.3160	1105	0.1641	0.9216	0.9577	0.9315	0.8966	0.8387	0.9444	0.8667	0.9140	0.9582
0.1478	0.3174	1110	0.1687	0.9020	0.9565	0.9041	0.8966	0.7879	0.9296	0.8387	0.9003	0.9608
0.1656	0.3188	1115	0.1633	0.9118	0.9571	0.9178	0.8966	0.8125	0.9371	0.8525	0.9072	0.9676
0.1504	0.3203	1120	0.1649	0.9118	0.9571	0.9178	0.8966	0.8125	0.9371	0.8525	0.9072	0.9650
0.2066	0.3217	1125	0.1689	0.9118	0.9571	0.9178	0.8966	0.8125	0.9371	0.8525	0.9072	0.9646
0.192	0.3231	1130	0.1748	0.9216	0.9577	0.9315	0.8966	0.8387	0.9444	0.8667	0.9140	0.9684
0.2552	0.3246	1135	0.1898	0.9216	0.9577	0.9315	0.8966	0.8387	0.9444	0.8667	0.9140	0.9669
0.2394	0.3260	1140	0.2054	0.9118	0.9571	0.9178	0.8966	0.8125	0.9371	0.8525	0.9072	0.9641
0.2349	0.3274	1145	0.1904	0.9216	0.9577	0.9315	0.8966	0.8387	0.9444	0.8667	0.9140	0.9679
0.1963	0.3289	1150	0.1702	0.9608	0.96	0.9863	0.8966	0.9630	0.9730	0.9286	0.9414	0.9761
0.1341	0.3303	1155	0.1608	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9754
0.1397	0.3317	1160	0.1569	0.9216	0.9577	0.9315	0.8966	0.8387	0.9444	0.8667	0.9140	0.9733
0.1927	0.3331	1165	0.1490	0.9216	0.9577	0.9315	0.8966	0.8387	0.9444	0.8667	0.9140	0.9726
0.204	0.3346	1170	0.1477	0.9216	0.9577	0.9315	0.8966	0.8387	0.9444	0.8667	0.9140	0.9672
0.2112	0.3360	1175	0.1650	0.9216	0.9577	0.9315	0.8966	0.8387	0.9444	0.8667	0.9140	0.9535
0.167	0.3374	1180	0.1670	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9506
0.198	0.3389	1185	0.1623	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9575
0.1273	0.3403	1190	0.1598	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9551
0.1794	0.3417	1195	0.1552	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9598
0.1105	0.3432	1200	0.1500	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9655
0.2049	0.3446	1205	0.1538	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9662
0.113	0.3460	1210	0.1712	0.9020	0.9565	0.9041	0.8966	0.7879	0.9296	0.8387	0.9003	0.9556
0.1556	0.3474	1215	0.1787	0.9020	0.9565	0.9041	0.8966	0.7879	0.9296	0.8387	0.9003	0.9490
0.1276	0.3489	1220	0.1606	0.9020	0.9565	0.9041	0.8966	0.7879	0.9296	0.8387	0.9003	0.9565
0.2681	0.3503	1225	0.1432	0.9118	0.9571	0.9178	0.8966	0.8125	0.9371	0.8525	0.9072	0.9688
0.1314	0.3517	1230	0.1538	0.8922	0.9559	0.8904	0.8966	0.7647	0.9220	0.8254	0.8935	0.9721
0.1923	0.3532	1235	0.1416	0.9216	0.9577	0.9315	0.8966	0.8387	0.9444	0.8667	0.9140	0.9754
0.1835	0.3546	1240	0.1517	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9759
0.232	0.3560	1245	0.1612	0.9216	0.9577	0.9315	0.8966	0.8387	0.9444	0.8667	0.9140	0.9740
0.1423	0.3574	1250	0.1613	0.9216	0.9577	0.9315	0.8966	0.8387	0.9444	0.8667	0.9140	0.9731
0.1576	0.3589	1255	0.1608	0.9118	0.9571	0.9178	0.8966	0.8125	0.9371	0.8525	0.9072	0.9728
0.1115	0.3603	1260	0.1519	0.9216	0.9577	0.9315	0.8966	0.8387	0.9444	0.8667	0.9140	0.9724
0.2328	0.3617	1265	0.1438	0.9216	0.9577	0.9315	0.8966	0.8387	0.9444	0.8667	0.9140	0.9721
0.1324	0.3632	1270	0.1378	0.9216	0.9577	0.9315	0.8966	0.8387	0.9444	0.8667	0.9140	0.9750
0.2055	0.3646	1275	0.1394	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9761
0.2155	0.3660	1280	0.1466	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9735
0.2334	0.3675	1285	0.1571	0.9216	0.9577	0.9315	0.8966	0.8387	0.9444	0.8667	0.9140	0.9712
0.2276	0.3689	1290	0.1510	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9676
0.1744	0.3703	1295	0.1509	0.9314	0.9459	0.9589	0.8621	0.8929	0.9524	0.8772	0.9105	0.9705
0.0829	0.3717	1300	0.1472	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9688
0.1553	0.3732	1305	0.1665	0.9216	0.9710	0.9178	0.9310	0.8182	0.9437	0.8710	0.9244	0.9665
0.1912	0.3746	1310	0.1704	0.9118	0.9571	0.9178	0.8966	0.8125	0.9371	0.8525	0.9072	0.9606
0.2075	0.3760	1315	0.1688	0.9118	0.9571	0.9178	0.8966	0.8125	0.9371	0.8525	0.9072	0.9598
0.2556	0.3775	1320	0.1600	0.9216	0.9577	0.9315	0.8966	0.8387	0.9444	0.8667	0.9140	0.9662
0.1877	0.3789	1325	0.1757	0.9118	0.9571	0.9178	0.8966	0.8125	0.9371	0.8525	0.9072	0.9636
0.2692	0.3803	1330	0.1807	0.9118	0.9571	0.9178	0.8966	0.8125	0.9371	0.8525	0.9072	0.9608
0.2477	0.3818	1335	0.1753	0.9216	0.9577	0.9315	0.8966	0.8387	0.9444	0.8667	0.9140	0.9662
0.1286	0.3832	1340	0.1711	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9681
0.13	0.3846	1345	0.1587	0.9216	0.9577	0.9315	0.8966	0.8387	0.9444	0.8667	0.9140	0.9731
0.1789	0.3860	1350	0.1483	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9773
0.1624	0.3875	1355	0.1521	0.9216	0.9577	0.9315	0.8966	0.8387	0.9444	0.8667	0.9140	0.9735
0.2553	0.3889	1360	0.1829	0.9020	0.9565	0.9041	0.8966	0.7879	0.9296	0.8387	0.9003	0.9580
0.1937	0.3903	1365	0.1894	0.9020	0.9565	0.9041	0.8966	0.7879	0.9296	0.8387	0.9003	0.9561
0.1459	0.3918	1370	0.1922	0.9118	0.9571	0.9178	0.8966	0.8125	0.9371	0.8525	0.9072	0.9558
0.1914	0.3932	1375	0.1848	0.9118	0.9571	0.9178	0.8966	0.8125	0.9371	0.8525	0.9072	0.9584
0.1971	0.3946	1380	0.1709	0.9216	0.9577	0.9315	0.8966	0.8387	0.9444	0.8667	0.9140	0.9594
0.2531	0.3961	1385	0.1758	0.8922	0.9559	0.8904	0.8966	0.7647	0.9220	0.8254	0.8935	0.9608
0.2127	0.3975	1390	0.1859	0.8922	0.9697	0.8767	0.9310	0.75	0.9209	0.8308	0.9039	0.9577
0.3236	0.3989	1395	0.1600	0.9118	0.9571	0.9178	0.8966	0.8125	0.9371	0.8525	0.9072	0.9650
0.1435	0.4003	1400	0.1556	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9665
0.1509	0.4018	1405	0.1625	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9617
0.1599	0.4032	1410	0.1664	0.9216	0.9577	0.9315	0.8966	0.8387	0.9444	0.8667	0.9140	0.9577
0.1759	0.4046	1415	0.1694	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9573
0.2362	0.4061	1420	0.1633	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9624
0.2141	0.4075	1425	0.1596	0.9216	0.9577	0.9315	0.8966	0.8387	0.9444	0.8667	0.9140	0.9639
0.1716	0.4089	1430	0.1385	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9740
0.1828	0.4104	1435	0.1251	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9797
0.1636	0.4118	1440	0.1274	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9787
0.1499	0.4132	1445	0.1334	0.9510	0.9595	0.9726	0.8966	0.9286	0.9660	0.9123	0.9346	0.9773
0.1479	0.4146	1450	0.1402	0.9510	0.9595	0.9726	0.8966	0.9286	0.9660	0.9123	0.9346	0.9764
0.1729	0.4161	1455	0.1529	0.9216	0.9577	0.9315	0.8966	0.8387	0.9444	0.8667	0.9140	0.9761
0.2241	0.4175	1460	0.1503	0.9216	0.9577	0.9315	0.8966	0.8387	0.9444	0.8667	0.9140	0.9759
0.1699	0.4189	1465	0.1371	0.9510	0.9595	0.9726	0.8966	0.9286	0.9660	0.9123	0.9346	0.9830
0.2258	0.4204	1470	0.1368	0.9510	0.9595	0.9726	0.8966	0.9286	0.9660	0.9123	0.9346	0.9795
0.2099	0.4218	1475	0.1399	0.9510	0.9595	0.9726	0.8966	0.9286	0.9660	0.9123	0.9346	0.9776
0.1936	0.4232	1480	0.1417	0.9510	0.9595	0.9726	0.8966	0.9286	0.9660	0.9123	0.9346	0.9813
0.2472	0.4246	1485	0.1428	0.9510	0.9595	0.9726	0.8966	0.9286	0.9660	0.9123	0.9346	0.9802
0.2738	0.4261	1490	0.1510	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9726
0.1784	0.4275	1495	0.1480	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9759
0.1376	0.4289	1500	0.1487	0.9510	0.9595	0.9726	0.8966	0.9286	0.9660	0.9123	0.9346	0.9778
0.2761	0.4304	1505	0.1469	0.9510	0.9595	0.9726	0.8966	0.9286	0.9660	0.9123	0.9346	0.9780
0.1754	0.4318	1510	0.1578	0.9118	0.9571	0.9178	0.8966	0.8125	0.9371	0.8525	0.9072	0.9733
0.1295	0.4332	1515	0.1543	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9735
0.2062	0.4347	1520	0.1564	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9717
0.1244	0.4361	1525	0.1603	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9676
0.1182	0.4375	1530	0.1599	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9648
0.2608	0.4389	1535	0.1678	0.9118	0.9571	0.9178	0.8966	0.8125	0.9371	0.8525	0.9072	0.9606
0.1414	0.4404	1540	0.1693	0.9118	0.9571	0.9178	0.8966	0.8125	0.9371	0.8525	0.9072	0.9561
0.2902	0.4418	1545	0.1659	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9610
0.1825	0.4432	1550	0.1673	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9660
0.163	0.4447	1555	0.1631	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9676
0.1578	0.4461	1560	0.1635	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9693
0.2276	0.4475	1565	0.1666	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9634
0.1326	0.4490	1570	0.1693	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9613
0.3005	0.4504	1575	0.1715	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9636
0.2485	0.4518	1580	0.1751	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9575
0.2517	0.4532	1585	0.1723	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9617
0.1471	0.4547	1590	0.1646	0.9314	0.9459	0.9589	0.8621	0.8929	0.9524	0.8772	0.9105	0.9695
0.2328	0.4561	1595	0.1570	0.9412	0.9467	0.9726	0.8621	0.9259	0.9595	0.8929	0.9173	0.9709
0.2003	0.4575	1600	0.1546	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9693
0.2651	0.4590	1605	0.1633	0.9216	0.9577	0.9315	0.8966	0.8387	0.9444	0.8667	0.9140	0.9658
0.1598	0.4604	1610	0.1576	0.9216	0.9577	0.9315	0.8966	0.8387	0.9444	0.8667	0.9140	0.9688
0.1313	0.4618	1615	0.1527	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9731
0.1982	0.4633	1620	0.1498	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9743
0.1157	0.4647	1625	0.1515	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9733
0.229	0.4661	1630	0.1570	0.9510	0.9474	0.9863	0.8621	0.9615	0.9664	0.9091	0.9242	0.9719
0.2862	0.4675	1635	0.1613	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9698
0.0945	0.4690	1640	0.1541	0.9510	0.9595	0.9726	0.8966	0.9286	0.9660	0.9123	0.9346	0.9754
0.2178	0.4704	1645	0.1465	0.9510	0.9595	0.9726	0.8966	0.9286	0.9660	0.9123	0.9346	0.9754
0.1679	0.4718	1650	0.1424	0.9510	0.9595	0.9726	0.8966	0.9286	0.9660	0.9123	0.9346	0.9776
0.2235	0.4733	1655	0.1448	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9735
0.1347	0.4747	1660	0.1495	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9695
0.2157	0.4761	1665	0.1586	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9641
0.1382	0.4776	1670	0.1547	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9681
0.1591	0.4790	1675	0.1540	0.9510	0.9595	0.9726	0.8966	0.9286	0.9660	0.9123	0.9346	0.9724
0.206	0.4804	1680	0.1537	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9717
0.2503	0.4818	1685	0.1597	0.9020	0.9565	0.9041	0.8966	0.7879	0.9296	0.8387	0.9003	0.9655
0.1666	0.4833	1690	0.1685	0.8922	0.9559	0.8904	0.8966	0.7647	0.9220	0.8254	0.8935	0.9622
0.1788	0.4847	1695	0.1587	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9660
0.1956	0.4861	1700	0.1510	0.9412	0.9467	0.9726	0.8621	0.9259	0.9595	0.8929	0.9173	0.9735
0.2415	0.4876	1705	0.1468	0.9412	0.9467	0.9726	0.8621	0.9259	0.9595	0.8929	0.9173	0.9743
0.2186	0.4890	1710	0.1450	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9709
0.1598	0.4904	1715	0.1508	0.9118	0.9571	0.9178	0.8966	0.8125	0.9371	0.8525	0.9072	0.9624
0.2617	0.4919	1720	0.1365	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9665
0.1464	0.4933	1725	0.1355	0.9510	0.9595	0.9726	0.8966	0.9286	0.9660	0.9123	0.9346	0.9719
0.1233	0.4947	1730	0.1390	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9712
0.1869	0.4961	1735	0.1434	0.9216	0.9577	0.9315	0.8966	0.8387	0.9444	0.8667	0.9140	0.9693
0.1916	0.4976	1740	0.1402	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9702
0.1816	0.4990	1745	0.1386	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9731
0.2414	0.5004	1750	0.1421	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9698
0.2711	0.5019	1755	0.1431	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9650
0.162	0.5033	1760	0.1414	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9691
0.1254	0.5047	1765	0.1412	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9688
0.2496	0.5061	1770	0.1479	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9620
0.2362	0.5076	1775	0.1535	0.9216	0.9577	0.9315	0.8966	0.8387	0.9444	0.8667	0.9140	0.9561
0.14	0.5090	1780	0.1533	0.9216	0.9577	0.9315	0.8966	0.8387	0.9444	0.8667	0.9140	0.9565
0.147	0.5104	1785	0.1553	0.9216	0.9577	0.9315	0.8966	0.8387	0.9444	0.8667	0.9140	0.9589
0.162	0.5119	1790	0.1551	0.9216	0.9577	0.9315	0.8966	0.8387	0.9444	0.8667	0.9140	0.9627
0.1293	0.5133	1795	0.1578	0.9118	0.9571	0.9178	0.8966	0.8125	0.9371	0.8525	0.9072	0.9641
0.253	0.5147	1800	0.1639	0.9216	0.9577	0.9315	0.8966	0.8387	0.9444	0.8667	0.9140	0.9650
0.1719	0.5162	1805	0.1715	0.9118	0.9571	0.9178	0.8966	0.8125	0.9371	0.8525	0.9072	0.9655
0.1453	0.5176	1810	0.1753	0.9216	0.9577	0.9315	0.8966	0.8387	0.9444	0.8667	0.9140	0.9658
0.2484	0.5190	1815	0.1727	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9667
0.1266	0.5204	1820	0.1765	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9648
0.1872	0.5219	1825	0.1763	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9622
0.1741	0.5233	1830	0.1746	0.9118	0.9571	0.9178	0.8966	0.8125	0.9371	0.8525	0.9072	0.9573
0.2219	0.5247	1835	0.1686	0.9118	0.9571	0.9178	0.8966	0.8125	0.9371	0.8525	0.9072	0.9582
0.2033	0.5262	1840	0.1577	0.9216	0.9577	0.9315	0.8966	0.8387	0.9444	0.8667	0.9140	0.9610
0.2166	0.5276	1845	0.1556	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9636
0.188	0.5290	1850	0.1555	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9632
0.2052	0.5305	1855	0.1564	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9658
0.0895	0.5319	1860	0.1564	0.9118	0.9571	0.9178	0.8966	0.8125	0.9371	0.8525	0.9072	0.9653
0.1377	0.5333	1865	0.1536	0.9118	0.9571	0.9178	0.8966	0.8125	0.9371	0.8525	0.9072	0.9676
0.1393	0.5347	1870	0.1522	0.9216	0.9577	0.9315	0.8966	0.8387	0.9444	0.8667	0.9140	0.9674
0.2081	0.5362	1875	0.1463	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9714
0.1959	0.5376	1880	0.1403	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9759
0.1769	0.5390	1885	0.1408	0.9510	0.9595	0.9726	0.8966	0.9286	0.9660	0.9123	0.9346	0.9759
0.1249	0.5405	1890	0.1416	0.9510	0.9595	0.9726	0.8966	0.9286	0.9660	0.9123	0.9346	0.9771
0.1952	0.5419	1895	0.1434	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9733
0.229	0.5433	1900	0.1436	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9702
0.1907	0.5448	1905	0.1468	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9669
0.1487	0.5462	1910	0.1471	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9684
0.1778	0.5476	1915	0.1441	0.9510	0.9595	0.9726	0.8966	0.9286	0.9660	0.9123	0.9346	0.9721
0.0892	0.5490	1920	0.1409	0.9510	0.9595	0.9726	0.8966	0.9286	0.9660	0.9123	0.9346	0.9733
0.1178	0.5505	1925	0.1391	0.9510	0.9595	0.9726	0.8966	0.9286	0.9660	0.9123	0.9346	0.9759
0.1974	0.5519	1930	0.1378	0.9510	0.9595	0.9726	0.8966	0.9286	0.9660	0.9123	0.9346	0.9769
0.1559	0.5533	1935	0.1397	0.9510	0.9595	0.9726	0.8966	0.9286	0.9660	0.9123	0.9346	0.9787
0.1592	0.5548	1940	0.1434	0.9510	0.9595	0.9726	0.8966	0.9286	0.9660	0.9123	0.9346	0.9745
0.1875	0.5562	1945	0.1449	0.9510	0.9595	0.9726	0.8966	0.9286	0.9660	0.9123	0.9346	0.9747
0.1408	0.5576	1950	0.1564	0.9510	0.9474	0.9863	0.8621	0.9615	0.9664	0.9091	0.9242	0.9761
0.2151	0.5591	1955	0.1496	0.9510	0.9595	0.9726	0.8966	0.9286	0.9660	0.9123	0.9346	0.9740
0.187	0.5605	1960	0.1496	0.9510	0.9595	0.9726	0.8966	0.9286	0.9660	0.9123	0.9346	0.9724
0.1956	0.5619	1965	0.1451	0.9510	0.9595	0.9726	0.8966	0.9286	0.9660	0.9123	0.9346	0.9726
0.1509	0.5633	1970	0.1408	0.9510	0.9595	0.9726	0.8966	0.9286	0.9660	0.9123	0.9346	0.9738
0.1723	0.5648	1975	0.1364	0.9510	0.9595	0.9726	0.8966	0.9286	0.9660	0.9123	0.9346	0.9759
0.1236	0.5662	1980	0.1333	0.9510	0.9595	0.9726	0.8966	0.9286	0.9660	0.9123	0.9346	0.9771
0.1332	0.5676	1985	0.1311	0.9510	0.9595	0.9726	0.8966	0.9286	0.9660	0.9123	0.9346	0.9773
0.1782	0.5691	1990	0.1323	0.9510	0.9595	0.9726	0.8966	0.9286	0.9660	0.9123	0.9346	0.9783
0.243	0.5705	1995	0.1364	0.9510	0.9595	0.9726	0.8966	0.9286	0.9660	0.9123	0.9346	0.9764
0.2403	0.5719	2000	0.1437	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9726
0.1935	0.5733	2005	0.1505	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9672
0.1271	0.5748	2010	0.1514	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9669
0.2288	0.5762	2015	0.1481	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9695
0.169	0.5776	2020	0.1438	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9702
0.124	0.5791	2025	0.1416	0.9510	0.9595	0.9726	0.8966	0.9286	0.9660	0.9123	0.9346	0.9709
0.1297	0.5805	2030	0.1408	0.9510	0.9595	0.9726	0.8966	0.9286	0.9660	0.9123	0.9346	0.9735
0.2005	0.5819	2035	0.1413	0.9510	0.9595	0.9726	0.8966	0.9286	0.9660	0.9123	0.9346	0.9733
0.1821	0.5834	2040	0.1401	0.9510	0.9595	0.9726	0.8966	0.9286	0.9660	0.9123	0.9346	0.9759
0.166	0.5848	2045	0.1400	0.9510	0.9595	0.9726	0.8966	0.9286	0.9660	0.9123	0.9346	0.9766
0.18	0.5862	2050	0.1392	0.9510	0.9595	0.9726	0.8966	0.9286	0.9660	0.9123	0.9346	0.9764
0.2089	0.5876	2055	0.1465	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9743
0.1951	0.5891	2060	0.1534	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9684
0.1681	0.5905	2065	0.1576	0.9216	0.9577	0.9315	0.8966	0.8387	0.9444	0.8667	0.9140	0.9648
0.2074	0.5919	2070	0.1524	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9719
0.1894	0.5934	2075	0.1499	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9740
0.1168	0.5948	2080	0.1506	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9750
0.1559	0.5962	2085	0.1501	0.9510	0.9595	0.9726	0.8966	0.9286	0.9660	0.9123	0.9346	0.9750
0.1506	0.5977	2090	0.1498	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9738
0.2348	0.5991	2095	0.1589	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9665
0.2461	0.6005	2100	0.1618	0.9118	0.9571	0.9178	0.8966	0.8125	0.9371	0.8525	0.9072	0.9627
0.22	0.6019	2105	0.1544	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9672
0.2246	0.6034	2110	0.1466	0.9510	0.9595	0.9726	0.8966	0.9286	0.9660	0.9123	0.9346	0.9712
0.154	0.6048	2115	0.1489	0.9412	0.9467	0.9726	0.8621	0.9259	0.9595	0.8929	0.9173	0.9754
0.2705	0.6062	2120	0.1483	0.9510	0.9595	0.9726	0.8966	0.9286	0.9660	0.9123	0.9346	0.9733
0.1415	0.6077	2125	0.1477	0.9510	0.9595	0.9726	0.8966	0.9286	0.9660	0.9123	0.9346	0.9702
0.1818	0.6091	2130	0.1496	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9705
0.1866	0.6105	2135	0.1502	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9698
0.1485	0.6120	2140	0.1512	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9669
0.1926	0.6134	2145	0.1533	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9650
0.1844	0.6148	2150	0.1558	0.9216	0.9577	0.9315	0.8966	0.8387	0.9444	0.8667	0.9140	0.9639
0.1646	0.6162	2155	0.1602	0.9020	0.9565	0.9041	0.8966	0.7879	0.9296	0.8387	0.9003	0.9617
0.3004	0.6177	2160	0.1487	0.9216	0.9577	0.9315	0.8966	0.8387	0.9444	0.8667	0.9140	0.9681
0.2313	0.6191	2165	0.1479	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9700
0.1422	0.6205	2170	0.1488	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9719
0.1539	0.6220	2175	0.1501	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9702
0.1527	0.6234	2180	0.1529	0.9216	0.9577	0.9315	0.8966	0.8387	0.9444	0.8667	0.9140	0.9676
0.1341	0.6248	2185	0.1512	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9674
0.1108	0.6263	2190	0.1516	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9676
0.1623	0.6277	2195	0.1546	0.9216	0.9577	0.9315	0.8966	0.8387	0.9444	0.8667	0.9140	0.9660
0.2347	0.6291	2200	0.1544	0.9216	0.9577	0.9315	0.8966	0.8387	0.9444	0.8667	0.9140	0.9662
0.2056	0.6305	2205	0.1556	0.9216	0.9577	0.9315	0.8966	0.8387	0.9444	0.8667	0.9140	0.9665
0.0956	0.6320	2210	0.1521	0.9216	0.9577	0.9315	0.8966	0.8387	0.9444	0.8667	0.9140	0.9681
0.2547	0.6334	2215	0.1530	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9691
0.1766	0.6348	2220	0.1550	0.9510	0.9595	0.9726	0.8966	0.9286	0.9660	0.9123	0.9346	0.9681
0.1195	0.6363	2225	0.1555	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9650
0.1407	0.6377	2230	0.1548	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9674
0.1242	0.6391	2235	0.1532	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9693
0.1638	0.6405	2240	0.1511	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9702
0.1248	0.6420	2245	0.1494	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9731
0.1497	0.6434	2250	0.1469	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9750
0.1424	0.6448	2255	0.1462	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9750
0.0952	0.6463	2260	0.1472	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9747
0.1695	0.6477	2265	0.1494	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9740
0.1871	0.6491	2270	0.1528	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9714
0.1554	0.6506	2275	0.1559	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9702
0.0911	0.6520	2280	0.1535	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9719
0.1734	0.6534	2285	0.1495	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9743
0.1394	0.6548	2290	0.1467	0.9510	0.9595	0.9726	0.8966	0.9286	0.9660	0.9123	0.9346	0.9747
0.4047	0.6563	2295	0.1502	0.9510	0.9595	0.9726	0.8966	0.9286	0.9660	0.9123	0.9346	0.9717
0.1393	0.6577	2300	0.1549	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9698
0.1927	0.6591	2305	0.1565	0.9118	0.9571	0.9178	0.8966	0.8125	0.9371	0.8525	0.9072	0.9688
0.1183	0.6606	2310	0.1525	0.9216	0.9577	0.9315	0.8966	0.8387	0.9444	0.8667	0.9140	0.9709
0.1624	0.6620	2315	0.1508	0.9118	0.9571	0.9178	0.8966	0.8125	0.9371	0.8525	0.9072	0.9733
0.1466	0.6634	2320	0.1484	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9735
0.2593	0.6649	2325	0.1498	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9747
0.0966	0.6663	2330	0.1486	0.9216	0.9577	0.9315	0.8966	0.8387	0.9444	0.8667	0.9140	0.9747
0.1557	0.6677	2335	0.1461	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9754
0.164	0.6691	2340	0.1447	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9740
0.1105	0.6706	2345	0.1438	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9764
0.1152	0.6720	2350	0.1443	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9757
0.1654	0.6734	2355	0.1435	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9759
0.1554	0.6749	2360	0.1462	0.9510	0.9595	0.9726	0.8966	0.9286	0.9660	0.9123	0.9346	0.9735
0.1189	0.6763	2365	0.1467	0.9510	0.9595	0.9726	0.8966	0.9286	0.9660	0.9123	0.9346	0.9717
0.1542	0.6777	2370	0.1412	0.9510	0.9595	0.9726	0.8966	0.9286	0.9660	0.9123	0.9346	0.9738
0.1781	0.6792	2375	0.1392	0.9510	0.9595	0.9726	0.8966	0.9286	0.9660	0.9123	0.9346	0.9726
0.1525	0.6806	2380	0.1367	0.9510	0.9595	0.9726	0.8966	0.9286	0.9660	0.9123	0.9346	0.9733
0.1746	0.6820	2385	0.1358	0.9510	0.9595	0.9726	0.8966	0.9286	0.9660	0.9123	0.9346	0.9743
0.135	0.6834	2390	0.1363	0.9510	0.9595	0.9726	0.8966	0.9286	0.9660	0.9123	0.9346	0.9750
0.1279	0.6849	2395	0.1398	0.9510	0.9595	0.9726	0.8966	0.9286	0.9660	0.9123	0.9346	0.9724
0.1631	0.6863	2400	0.1416	0.9510	0.9595	0.9726	0.8966	0.9286	0.9660	0.9123	0.9346	0.9707
0.0718	0.6877	2405	0.1436	0.9510	0.9595	0.9726	0.8966	0.9286	0.9660	0.9123	0.9346	0.9698
0.1801	0.6892	2410	0.1418	0.9510	0.9595	0.9726	0.8966	0.9286	0.9660	0.9123	0.9346	0.9702
0.1462	0.6906	2415	0.1390	0.9510	0.9595	0.9726	0.8966	0.9286	0.9660	0.9123	0.9346	0.9731
0.157	0.6920	2420	0.1438	0.9510	0.9595	0.9726	0.8966	0.9286	0.9660	0.9123	0.9346	0.9738
0.1881	0.6935	2425	0.1481	0.9510	0.9595	0.9726	0.8966	0.9286	0.9660	0.9123	0.9346	0.9721
0.139	0.6949	2430	0.1484	0.9510	0.9595	0.9726	0.8966	0.9286	0.9660	0.9123	0.9346	0.9676
0.1581	0.6963	2435	0.1486	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9662
0.2899	0.6977	2440	0.1468	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9662
0.1446	0.6992	2445	0.1470	0.9510	0.9595	0.9726	0.8966	0.9286	0.9660	0.9123	0.9346	0.9667
0.1429	0.7006	2450	0.1460	0.9510	0.9595	0.9726	0.8966	0.9286	0.9660	0.9123	0.9346	0.9684
0.2123	0.7020	2455	0.1473	0.9510	0.9595	0.9726	0.8966	0.9286	0.9660	0.9123	0.9346	0.9717
0.103	0.7035	2460	0.1518	0.9510	0.9595	0.9726	0.8966	0.9286	0.9660	0.9123	0.9346	0.9693
0.0981	0.7049	2465	0.1543	0.9510	0.9595	0.9726	0.8966	0.9286	0.9660	0.9123	0.9346	0.9665
0.1259	0.7063	2470	0.1559	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9655
0.181	0.7077	2475	0.1592	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9646
0.1474	0.7092	2480	0.1613	0.9216	0.9577	0.9315	0.8966	0.8387	0.9444	0.8667	0.9140	0.9636
0.1244	0.7106	2485	0.1634	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9622
0.1694	0.7120	2490	0.1650	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9632
0.2232	0.7135	2495	0.1650	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9636
0.1519	0.7149	2500	0.1646	0.9510	0.9595	0.9726	0.8966	0.9286	0.9660	0.9123	0.9346	0.9632
0.214	0.7163	2505	0.1628	0.9510	0.9595	0.9726	0.8966	0.9286	0.9660	0.9123	0.9346	0.9646
0.1265	0.7178	2510	0.1654	0.9510	0.9595	0.9726	0.8966	0.9286	0.9660	0.9123	0.9346	0.9658
0.136	0.7192	2515	0.1663	0.9510	0.9595	0.9726	0.8966	0.9286	0.9660	0.9123	0.9346	0.9646
0.1856	0.7206	2520	0.1665	0.9510	0.9595	0.9726	0.8966	0.9286	0.9660	0.9123	0.9346	0.9629
0.1138	0.7220	2525	0.1667	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9622
0.2139	0.7235	2530	0.1661	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9615
0.2222	0.7249	2535	0.1693	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9617
0.2487	0.7263	2540	0.1711	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9613
0.1261	0.7278	2545	0.1683	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9624
0.1777	0.7292	2550	0.1660	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9639
0.1807	0.7306	2555	0.1633	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9658
0.135	0.7321	2560	0.1615	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9660
0.1962	0.7335	2565	0.1615	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9653
0.1453	0.7349	2570	0.1595	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9658
0.2303	0.7363	2575	0.1618	0.9216	0.9577	0.9315	0.8966	0.8387	0.9444	0.8667	0.9140	0.9636
0.1177	0.7378	2580	0.1614	0.9216	0.9577	0.9315	0.8966	0.8387	0.9444	0.8667	0.9140	0.9622
0.1395	0.7392	2585	0.1589	0.9216	0.9577	0.9315	0.8966	0.8387	0.9444	0.8667	0.9140	0.9629
0.1479	0.7406	2590	0.1564	0.9216	0.9577	0.9315	0.8966	0.8387	0.9444	0.8667	0.9140	0.9639
0.1753	0.7421	2595	0.1568	0.9216	0.9577	0.9315	0.8966	0.8387	0.9444	0.8667	0.9140	0.9641
0.2159	0.7435	2600	0.1609	0.9216	0.9577	0.9315	0.8966	0.8387	0.9444	0.8667	0.9140	0.9632
0.1682	0.7449	2605	0.1613	0.9118	0.9571	0.9178	0.8966	0.8125	0.9371	0.8525	0.9072	0.9643
0.2087	0.7464	2610	0.1614	0.9118	0.9571	0.9178	0.8966	0.8125	0.9371	0.8525	0.9072	0.9636
0.1282	0.7478	2615	0.1626	0.9118	0.9571	0.9178	0.8966	0.8125	0.9371	0.8525	0.9072	0.9636
0.2123	0.7492	2620	0.1648	0.9118	0.9571	0.9178	0.8966	0.8125	0.9371	0.8525	0.9072	0.9615
0.1592	0.7506	2625	0.1656	0.9118	0.9571	0.9178	0.8966	0.8125	0.9371	0.8525	0.9072	0.9603
0.1856	0.7521	2630	0.1660	0.9118	0.9571	0.9178	0.8966	0.8125	0.9371	0.8525	0.9072	0.9620
0.1724	0.7535	2635	0.1623	0.9216	0.9577	0.9315	0.8966	0.8387	0.9444	0.8667	0.9140	0.9627
0.1658	0.7549	2640	0.1609	0.9216	0.9577	0.9315	0.8966	0.8387	0.9444	0.8667	0.9140	0.9641
0.1407	0.7564	2645	0.1602	0.9510	0.9595	0.9726	0.8966	0.9286	0.9660	0.9123	0.9346	0.9665
0.2533	0.7578	2650	0.1629	0.9510	0.9595	0.9726	0.8966	0.9286	0.9660	0.9123	0.9346	0.9655
0.1487	0.7592	2655	0.1653	0.9510	0.9595	0.9726	0.8966	0.9286	0.9660	0.9123	0.9346	0.9648
0.1086	0.7607	2660	0.1662	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9653
0.0988	0.7621	2665	0.1661	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9665
0.2108	0.7635	2670	0.1654	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9655
0.2364	0.7649	2675	0.1656	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9669
0.118	0.7664	2680	0.1642	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9676
0.1474	0.7678	2685	0.1620	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9688
0.1376	0.7692	2690	0.1625	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9695
0.1968	0.7707	2695	0.1636	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9705
0.1951	0.7721	2700	0.1638	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9707
0.3446	0.7735	2705	0.1629	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9688
0.1889	0.7749	2710	0.1639	0.9118	0.9571	0.9178	0.8966	0.8125	0.9371	0.8525	0.9072	0.9658
0.1248	0.7764	2715	0.1654	0.9118	0.9571	0.9178	0.8966	0.8125	0.9371	0.8525	0.9072	0.9658
0.2078	0.7778	2720	0.1659	0.9118	0.9571	0.9178	0.8966	0.8125	0.9371	0.8525	0.9072	0.9653
0.121	0.7792	2725	0.1653	0.9118	0.9571	0.9178	0.8966	0.8125	0.9371	0.8525	0.9072	0.9658
0.1794	0.7807	2730	0.1639	0.9216	0.9577	0.9315	0.8966	0.8387	0.9444	0.8667	0.9140	0.9665
0.1535	0.7821	2735	0.1658	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9667
0.1907	0.7835	2740	0.1664	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9665
0.2364	0.7850	2745	0.1665	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9662
0.1957	0.7864	2750	0.1673	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9660
0.146	0.7878	2755	0.1658	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9665
0.2089	0.7892	2760	0.1643	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9669
0.1429	0.7907	2765	0.1653	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9672
0.1601	0.7921	2770	0.1660	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9674
0.138	0.7935	2775	0.1664	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9669
0.2757	0.7950	2780	0.1662	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9674
0.1427	0.7964	2785	0.1656	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9672
0.0994	0.7978	2790	0.1649	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9669
0.179	0.7993	2795	0.1652	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9665
0.1035	0.8007	2800	0.1643	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9660
0.2185	0.8021	2805	0.1639	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9674
0.1267	0.8035	2810	0.1648	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9681
0.1669	0.8050	2815	0.1649	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9669
0.1481	0.8064	2820	0.1627	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9662
0.2211	0.8078	2825	0.1622	0.9510	0.9595	0.9726	0.8966	0.9286	0.9660	0.9123	0.9346	0.9674
0.211	0.8093	2830	0.1622	0.9510	0.9595	0.9726	0.8966	0.9286	0.9660	0.9123	0.9346	0.9681
0.1199	0.8107	2835	0.1610	0.9510	0.9595	0.9726	0.8966	0.9286	0.9660	0.9123	0.9346	0.9688
0.2126	0.8121	2840	0.1615	0.9510	0.9595	0.9726	0.8966	0.9286	0.9660	0.9123	0.9346	0.9676
0.0886	0.8136	2845	0.1627	0.9510	0.9595	0.9726	0.8966	0.9286	0.9660	0.9123	0.9346	0.9681
0.1685	0.8150	2850	0.1639	0.9510	0.9595	0.9726	0.8966	0.9286	0.9660	0.9123	0.9346	0.9684
0.1009	0.8164	2855	0.1647	0.9510	0.9595	0.9726	0.8966	0.9286	0.9660	0.9123	0.9346	0.9688
0.1178	0.8178	2860	0.1641	0.9510	0.9595	0.9726	0.8966	0.9286	0.9660	0.9123	0.9346	0.9672
0.2	0.8193	2865	0.1638	0.9510	0.9595	0.9726	0.8966	0.9286	0.9660	0.9123	0.9346	0.9684
0.1597	0.8207	2870	0.1631	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9681
0.2761	0.8221	2875	0.1638	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9676
0.1939	0.8236	2880	0.1642	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9672
0.1572	0.8250	2885	0.1649	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9662
0.1017	0.8264	2890	0.1643	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9641
0.0661	0.8279	2895	0.1666	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9641
0.1364	0.8293	2900	0.1662	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9643
0.1032	0.8307	2905	0.1662	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9653
0.2303	0.8321	2910	0.1653	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9646
0.116	0.8336	2915	0.1655	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9655
0.1147	0.8350	2920	0.1651	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9655
0.1798	0.8364	2925	0.1641	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9660
0.1278	0.8379	2930	0.1637	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9650
0.186	0.8393	2935	0.1631	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9648
0.2306	0.8407	2940	0.1630	0.9216	0.9577	0.9315	0.8966	0.8387	0.9444	0.8667	0.9140	0.9646
0.2106	0.8422	2945	0.1623	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9646
0.1784	0.8436	2950	0.1615	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9655
0.1674	0.8450	2955	0.1611	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9665
0.1377	0.8464	2960	0.1614	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9674
0.1922	0.8479	2965	0.1608	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9674
0.1601	0.8493	2970	0.1600	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9679
0.1402	0.8507	2975	0.1590	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9669
0.2725	0.8522	2980	0.1599	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9686
0.3023	0.8536	2985	0.1603	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9686
0.1651	0.8550	2990	0.1599	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9698
0.1512	0.8564	2995	0.1603	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9693
0.1225	0.8579	3000	0.1597	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9709
0.0747	0.8593	3005	0.1605	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9702
0.1069	0.8607	3010	0.1603	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9702
0.1666	0.8622	3015	0.1596	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9684
0.1257	0.8636	3020	0.1594	0.9314	0.9583	0.9452	0.8966	0.8667	0.9517	0.8814	0.9209	0.9681
0.1029	0.8650	3025	0.1587	0.9510	0.9595	0.9726	0.8966	0.9286	0.9660	0.9123	0.9346	0.9691
0.1616	0.8665	3030	0.1595	0.9510	0.9595	0.9726	0.8966	0.9286	0.9660	0.9123	0.9346	0.9695
0.1601	0.8679	3035	0.1582	0.9510	0.9595	0.9726	0.8966	0.9286	0.9660	0.9123	0.9346	0.9698
0.0844	0.8693	3040	0.1581	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9693
0.2264	0.8707	3045	0.1586	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9700
0.096	0.8722	3050	0.1591	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9693
0.1383	0.8736	3055	0.1589	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9684
0.1663	0.8750	3060	0.1589	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9684
0.2	0.8765	3065	0.1587	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9679
0.2293	0.8779	3070	0.1596	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9676
0.1327	0.8793	3075	0.1583	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9674
0.139	0.8808	3080	0.1592	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9679
0.1632	0.8822	3085	0.1597	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9674
0.2364	0.8836	3090	0.1598	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9676
0.1086	0.8850	3095	0.1604	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9674
0.1345	0.8865	3100	0.1611	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9674
0.1382	0.8879	3105	0.1602	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9676
0.1802	0.8893	3110	0.1611	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9669
0.1623	0.8908	3115	0.1612	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9672
0.1571	0.8922	3120	0.1608	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9665
0.1919	0.8936	3125	0.1619	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9672
0.148	0.8951	3130	0.1612	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9672
0.1525	0.8965	3135	0.1600	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9674
0.1299	0.8979	3140	0.1595	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9672
0.1646	0.8993	3145	0.1585	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9672
0.1802	0.9008	3150	0.1591	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9672
0.1907	0.9022	3155	0.1586	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9672
0.1591	0.9036	3160	0.1585	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9669
0.1864	0.9051	3165	0.1604	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9674
0.1271	0.9065	3170	0.1599	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9662
0.1479	0.9079	3175	0.1587	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9669
0.1597	0.9094	3180	0.1588	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9665
0.1434	0.9108	3185	0.1589	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9667
0.222	0.9122	3190	0.1590	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9667
0.1672	0.9136	3195	0.1594	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9672
0.1535	0.9151	3200	0.1596	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9662
0.1736	0.9165	3205	0.1592	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9669
0.1349	0.9179	3210	0.1596	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9681
0.1624	0.9194	3215	0.1586	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9684
0.1118	0.9208	3220	0.1595	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9684
0.1543	0.9222	3225	0.1586	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9660
0.1578	0.9236	3230	0.1583	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9693
0.1842	0.9251	3235	0.1599	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9679
0.1335	0.9265	3240	0.1578	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9688
0.1661	0.9279	3245	0.1587	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9686
0.2109	0.9294	3250	0.1597	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9679
0.1378	0.9308	3255	0.1594	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9695
0.1096	0.9322	3260	0.1595	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9674
0.1905	0.9337	3265	0.1584	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9693
0.1546	0.9351	3270	0.1585	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9679
0.1834	0.9365	3275	0.1587	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9676
0.1338	0.9379	3280	0.1583	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9691
0.1685	0.9394	3285	0.1589	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9686
0.1028	0.9408	3290	0.1588	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9681
0.1856	0.9422	3295	0.1584	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9679
0.1691	0.9437	3300	0.1587	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9691
0.118	0.9451	3305	0.1588	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9691
0.1111	0.9465	3310	0.1590	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9667
0.1329	0.9480	3315	0.1587	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9686
0.1613	0.9494	3320	0.1585	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9676
0.1821	0.9508	3325	0.1593	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9676
0.202	0.9522	3330	0.1580	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9686
0.2058	0.9537	3335	0.1582	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9684
0.125	0.9551	3340	0.1591	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9684
0.229	0.9565	3345	0.1589	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9681
0.1642	0.9580	3350	0.1583	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9667
0.1625	0.9594	3355	0.1584	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9681
0.1531	0.9608	3360	0.1588	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9676
0.2085	0.9623	3365	0.1589	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9679
0.1492	0.9637	3370	0.1601	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9674
0.208	0.9651	3375	0.1591	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9676
0.1414	0.9665	3380	0.1593	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9676
0.1389	0.9680	3385	0.1585	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9669
0.1791	0.9694	3390	0.1595	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9691
0.1914	0.9708	3395	0.1573	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9669
0.327	0.9723	3400	0.1585	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9669
0.2626	0.9737	3405	0.1594	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9686
0.1326	0.9751	3410	0.1594	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9672
0.2395	0.9766	3415	0.1601	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9684
0.1418	0.9780	3420	0.1595	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9684
0.221	0.9794	3425	0.1589	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9669
0.0965	0.9808	3430	0.1586	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9669
0.1649	0.9823	3435	0.1594	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9674
0.1133	0.9837	3440	0.1593	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9679
0.1179	0.9851	3445	0.1585	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9669
0.1199	0.9866	3450	0.1578	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9669
0.1418	0.9880	3455	0.1579	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9679
0.2679	0.9894	3460	0.1593	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9674
0.2234	0.9908	3465	0.1577	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9686
0.1388	0.9923	3470	0.1592	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9679
0.2213	0.9937	3475	0.1586	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9681
0.1359	0.9951	3480	0.1586	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9686
0.2678	0.9966	3485	0.1582	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9669
0.1252	0.9980	3490	0.1588	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9676
0.1393	0.9994	3495	0.1587	0.9412	0.9589	0.9589	0.8966	0.8966	0.9589	0.8966	0.9277	0.9667

Framework versions

PEFT 0.12.0
Transformers 4.46.0
Pytorch 2.4.0+cu118
Datasets 3.0.0
Tokenizers 0.20.1

Daewon0808/v6_llama_lora

v6_llama_lora

Model description

Intended uses & limitations

Training and evaluation data

Training procedure

Training hyperparameters

Training results

Framework versions

Daewon0808/
v6_llama_lora