segformer-b0-finetuned-segments-sidewalk-2

Balexml/segformer-b0-finetuned-segments-sidewalk-2

segformer-b0-finetuned-segments-sidewalk-2 is a machine learning model from Balexml. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for transformers. The card lists the license as other.

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

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At a glance

Library: transformers
License: other
Model type: segformer
Access: Public
Created: Nov 22, 2023
Updated: Feb 15, 2024
SHA: 487cf1c3

Base models

nvidia/mit-b0

Model card

From the Hugging Face model README

segformer-b0-finetuned-segments-sidewalk-2

This model is a fine-tuned version of nvidia/mit-b0 on the None dataset. It achieves the following results on the evaluation set:

Loss: 0.0652
Mean Iou: 0.9415
Mean Accuracy: 0.9614
Overall Accuracy: 0.9785
Accuracy Water: 0.9290
Accuracy Non-water: 0.9937
Iou Water: 0.9104
Iou Non-water: 0.9725

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: 6e-05
train_batch_size: 1
eval_batch_size: 1
seed: 42
optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
lr_scheduler_type: linear
num_epochs: 5000

Training results

Training Loss	Epoch	Step	Validation Loss	Mean Iou	Mean Accuracy	Overall Accuracy	Accuracy Water	Accuracy Non-water	Iou Water	Iou Non-water
0.2744	3.33	20	0.5474	0.7591	0.8996	0.8886	0.9204	0.8789	0.6602	0.8579
0.6419	6.67	40	0.4140	0.7124	0.8985	0.8547	0.9812	0.8158	0.6136	0.8111
0.1373	10.0	60	0.2129	0.8964	0.9580	0.9590	0.9561	0.9599	0.8457	0.9471
0.1052	13.33	80	0.1804	0.8872	0.9597	0.9545	0.9696	0.9498	0.8335	0.9410
0.2278	16.67	100	0.1461	0.9220	0.9639	0.9702	0.9519	0.9758	0.8825	0.9616
0.0835	20.0	120	0.1184	0.9289	0.9635	0.9732	0.9453	0.9818	0.8923	0.9655
0.3156	23.33	140	0.1160	0.9295	0.9589	0.9737	0.9309	0.9868	0.8926	0.9663
0.0834	26.67	160	0.1072	0.9286	0.9551	0.9735	0.9203	0.9899	0.8910	0.9662
0.0626	30.0	180	0.1039	0.9299	0.9551	0.9741	0.9191	0.9910	0.8929	0.9669
0.0658	33.33	200	0.0961	0.9235	0.9687	0.9705	0.9653	0.9722	0.8851	0.9619
0.065	36.67	220	0.1010	0.9317	0.9571	0.9747	0.9237	0.9904	0.8958	0.9677
0.0485	40.0	240	0.0950	0.9324	0.9555	0.9751	0.9187	0.9924	0.8966	0.9682
0.0563	43.33	260	0.0963	0.9226	0.9554	0.9710	0.9260	0.9848	0.8823	0.9629
0.2679	46.67	280	0.0929	0.9341	0.9544	0.9758	0.9140	0.9949	0.8990	0.9692
0.2814	50.0	300	0.1009	0.9310	0.9508	0.9748	0.9055	0.9961	0.8940	0.9679
0.0347	53.33	320	0.0869	0.9279	0.9564	0.9732	0.9247	0.9880	0.8901	0.9657
0.037	56.67	340	0.0838	0.9281	0.9599	0.9731	0.9352	0.9847	0.8908	0.9655
0.0322	60.0	360	0.0844	0.9315	0.9567	0.9746	0.9230	0.9905	0.8953	0.9676
0.042	63.33	380	0.0758	0.9303	0.9593	0.9740	0.9317	0.9870	0.8940	0.9667
0.0528	66.67	400	0.0872	0.9318	0.9567	0.9748	0.9226	0.9908	0.8958	0.9678
0.0288	70.0	420	0.0837	0.9280	0.9575	0.9731	0.9280	0.9870	0.8903	0.9656
0.2019	73.33	440	0.0834	0.9342	0.9570	0.9758	0.9217	0.9924	0.8994	0.9691
0.0386	76.67	460	0.0649	0.9377	0.9626	0.9769	0.9357	0.9896	0.9050	0.9704
0.0295	80.0	480	0.0703	0.9350	0.9601	0.9759	0.9301	0.9900	0.9008	0.9692
0.0399	83.33	500	0.0828	0.9365	0.9569	0.9767	0.9196	0.9942	0.9026	0.9703
0.025	86.67	520	0.0874	0.9343	0.9531	0.9760	0.9100	0.9963	0.8991	0.9695
0.0254	90.0	540	0.0669	0.9356	0.9659	0.9759	0.9472	0.9847	0.9023	0.9690
0.1682	93.33	560	0.0852	0.9370	0.9571	0.9769	0.9197	0.9945	0.9035	0.9705
0.0379	96.67	580	0.0709	0.9305	0.9588	0.9741	0.9299	0.9877	0.8942	0.9669
0.0346	100.0	600	0.0862	0.9291	0.9562	0.9737	0.9231	0.9893	0.8919	0.9664
0.0232	103.33	620	0.0750	0.9372	0.9571	0.9770	0.9195	0.9946	0.9038	0.9706
0.0356	106.67	640	0.0771	0.9335	0.9574	0.9755	0.9234	0.9915	0.8984	0.9686
0.0346	110.0	660	0.0635	0.9342	0.9618	0.9755	0.9358	0.9877	0.8998	0.9686
0.0365	113.33	680	0.0701	0.9344	0.9711	0.9751	0.9636	0.9786	0.9009	0.9678
0.1537	116.67	700	0.0762	0.9350	0.9576	0.9761	0.9226	0.9925	0.9006	0.9694
0.0334	120.0	720	0.0686	0.9362	0.9578	0.9765	0.9225	0.9932	0.9024	0.9700
0.3516	123.33	740	0.0629	0.9348	0.9603	0.9758	0.9309	0.9896	0.9005	0.9691
0.1583	126.67	760	0.0727	0.9355	0.9578	0.9763	0.9228	0.9927	0.9014	0.9697
0.0183	130.0	780	0.0652	0.9332	0.9591	0.9752	0.9287	0.9895	0.8982	0.9683
0.0184	133.33	800	0.0750	0.9329	0.9573	0.9752	0.9236	0.9910	0.8975	0.9683
0.0214	136.67	820	0.0730	0.9372	0.9560	0.9771	0.9163	0.9957	0.9037	0.9708
0.0212	140.0	840	0.0645	0.9358	0.9580	0.9764	0.9235	0.9926	0.9018	0.9698
0.018	143.33	860	0.0699	0.9305	0.9590	0.9741	0.9304	0.9875	0.8941	0.9669
0.0324	146.67	880	0.0770	0.9363	0.9577	0.9766	0.9220	0.9934	0.9026	0.9701
0.0337	150.0	900	0.0612	0.9386	0.9657	0.9771	0.9440	0.9873	0.9066	0.9706
0.0427	153.33	920	0.0546	0.9414	0.9641	0.9784	0.9371	0.9910	0.9106	0.9722
0.032	156.67	940	0.0684	0.9332	0.9583	0.9753	0.9262	0.9903	0.8980	0.9684
0.0413	160.0	960	0.0699	0.9346	0.9574	0.9759	0.9225	0.9923	0.9000	0.9692
0.0127	163.33	980	0.0706	0.9376	0.9572	0.9772	0.9195	0.9949	0.9044	0.9709
0.0202	166.67	1000	0.0768	0.9377	0.9574	0.9772	0.9202	0.9947	0.9045	0.9709
0.0329	170.0	1020	0.0663	0.9369	0.9583	0.9768	0.9233	0.9932	0.9034	0.9703
0.235	173.33	1040	0.0540	0.9447	0.9704	0.9794	0.9535	0.9874	0.9160	0.9735
0.016	176.67	1060	0.0558	0.9384	0.9617	0.9773	0.9324	0.9911	0.9060	0.9709
0.0112	180.0	1080	0.0614	0.9394	0.9665	0.9774	0.9457	0.9872	0.9079	0.9710
0.1565	183.33	1100	0.0642	0.9362	0.9620	0.9763	0.9349	0.9891	0.9028	0.9697
0.0154	186.67	1120	0.0690	0.9381	0.9578	0.9773	0.9211	0.9946	0.9051	0.9710
0.1415	190.0	1140	0.0684	0.9340	0.9579	0.9756	0.9243	0.9914	0.8992	0.9689
0.0505	193.33	1160	0.0744	0.9293	0.9575	0.9737	0.9270	0.9880	0.8922	0.9663
0.0101	196.67	1180	0.0535	0.9393	0.9610	0.9777	0.9296	0.9924	0.9073	0.9714
0.0126	200.0	1200	0.0749	0.9356	0.9576	0.9763	0.9223	0.9929	0.9015	0.9697
0.0194	203.33	1220	0.0758	0.9356	0.9568	0.9763	0.9200	0.9937	0.9013	0.9698
0.0155	206.67	1240	0.0830	0.9301	0.9570	0.9740	0.9248	0.9892	0.8934	0.9668
0.0195	210.0	1260	0.0965	0.9352	0.9574	0.9761	0.9220	0.9928	0.9008	0.9695
0.0399	213.33	1280	0.0811	0.9377	0.9572	0.9772	0.9194	0.9949	0.9045	0.9709
0.0191	216.67	1300	0.0678	0.9324	0.9588	0.9749	0.9283	0.9892	0.8969	0.9679
0.0303	220.0	1320	0.0826	0.9323	0.9569	0.9750	0.9227	0.9910	0.8965	0.9680
0.0085	223.33	1340	0.0606	0.9370	0.9635	0.9766	0.9388	0.9882	0.9040	0.9699
0.0095	226.67	1360	0.0643	0.9347	0.9588	0.9759	0.9266	0.9910	0.9003	0.9692
0.0141	230.0	1380	0.0717	0.9345	0.9575	0.9759	0.9228	0.9922	0.8999	0.9692
0.0083	233.33	1400	0.0608	0.9362	0.9593	0.9765	0.9268	0.9917	0.9025	0.9699
0.0082	236.67	1420	0.0721	0.9359	0.9577	0.9764	0.9225	0.9930	0.9019	0.9699
0.0338	240.0	1440	0.0747	0.9365	0.9575	0.9767	0.9213	0.9937	0.9028	0.9702
0.0145	243.33	1460	0.0709	0.9340	0.9574	0.9756	0.9231	0.9918	0.8991	0.9689
0.0186	246.67	1480	0.0615	0.9367	0.9592	0.9766	0.9262	0.9922	0.9032	0.9701
0.0375	250.0	1500	0.0697	0.9352	0.9581	0.9761	0.9240	0.9921	0.9010	0.9695
0.1679	253.33	1520	0.0797	0.9349	0.9579	0.9760	0.9238	0.9921	0.9005	0.9694
0.0142	256.67	1540	0.0671	0.9323	0.9580	0.9749	0.9260	0.9900	0.8967	0.9679
0.0296	260.0	1560	0.0681	0.9329	0.9585	0.9751	0.9270	0.9899	0.8976	0.9682
0.029	263.33	1580	0.0726	0.9354	0.9581	0.9762	0.9240	0.9922	0.9012	0.9696
0.1336	266.67	1600	0.0692	0.9365	0.9579	0.9766	0.9224	0.9933	0.9028	0.9702
0.0327	270.0	1620	0.0724	0.9359	0.9571	0.9764	0.9207	0.9936	0.9018	0.9699
0.0074	273.33	1640	0.0951	0.9335	0.9511	0.9758	0.9045	0.9977	0.8978	0.9693
0.1754	276.67	1660	0.0728	0.9373	0.9584	0.9769	0.9235	0.9934	0.9040	0.9705
0.0137	280.0	1680	0.0573	0.9395	0.9607	0.9778	0.9285	0.9929	0.9075	0.9715
0.0132	283.33	1700	0.0724	0.9326	0.9576	0.9750	0.9246	0.9905	0.8970	0.9681
0.0133	286.67	1720	0.0847	0.9362	0.9582	0.9765	0.9236	0.9928	0.9024	0.9700
0.0065	290.0	1740	0.0688	0.9324	0.9589	0.9749	0.9288	0.9891	0.8969	0.9679
0.1475	293.33	1760	0.0751	0.9386	0.9582	0.9775	0.9217	0.9946	0.9059	0.9712
0.0143	296.67	1780	0.0785	0.9378	0.9572	0.9772	0.9194	0.9950	0.9047	0.9709
0.006	300.0	1800	0.0714	0.9369	0.9584	0.9768	0.9236	0.9932	0.9035	0.9704
0.0183	303.33	1820	0.0900	0.9376	0.9585	0.9771	0.9234	0.9935	0.9044	0.9707
0.0185	306.67	1840	0.0756	0.9368	0.9583	0.9767	0.9235	0.9931	0.9032	0.9703
0.0127	310.0	1860	0.0741	0.9320	0.9577	0.9748	0.9256	0.9899	0.8962	0.9678
0.0308	313.33	1880	0.0675	0.9328	0.9582	0.9751	0.9264	0.9901	0.8974	0.9682
0.0303	316.67	1900	0.0584	0.9384	0.9602	0.9773	0.9279	0.9925	0.9058	0.9710
0.1517	320.0	1920	0.0687	0.9371	0.9587	0.9769	0.9244	0.9930	0.9038	0.9704
0.02	323.33	1940	0.0737	0.9311	0.9577	0.9744	0.9263	0.9892	0.8949	0.9673
0.1405	326.67	1960	0.0750	0.9389	0.9580	0.9776	0.9211	0.9950	0.9063	0.9714
0.0133	330.0	1980	0.0624	0.9382	0.9589	0.9773	0.9242	0.9936	0.9054	0.9710
0.0352	333.33	2000	0.0719	0.9375	0.9581	0.9770	0.9224	0.9938	0.9042	0.9707
0.0053	336.67	2020	0.0660	0.9369	0.9587	0.9768	0.9246	0.9928	0.9034	0.9703
0.0374	340.0	2040	0.0806	0.9378	0.9581	0.9772	0.9220	0.9941	0.9047	0.9708
0.0188	343.33	2060	0.0694	0.9327	0.9581	0.9751	0.9262	0.9901	0.8973	0.9681
0.0129	346.67	2080	0.0538	0.9426	0.9662	0.9787	0.9426	0.9898	0.9125	0.9727
0.0195	350.0	2100	0.0743	0.9328	0.9576	0.9751	0.9245	0.9907	0.8973	0.9682
0.0179	353.33	2120	0.0583	0.9372	0.9595	0.9769	0.9267	0.9923	0.9040	0.9704
0.1339	356.67	2140	0.0612	0.9385	0.9589	0.9774	0.9239	0.9939	0.9059	0.9712
0.006	360.0	2160	0.0900	0.9377	0.9576	0.9772	0.9207	0.9945	0.9045	0.9708
0.0124	363.33	2180	0.0660	0.9372	0.9588	0.9769	0.9247	0.9929	0.9040	0.9705
0.144	366.67	2200	0.0671	0.9307	0.9583	0.9742	0.9282	0.9884	0.8943	0.9670
0.0358	370.0	2220	0.0739	0.9335	0.9579	0.9754	0.9247	0.9910	0.8985	0.9686
0.0046	373.33	2240	0.0692	0.9336	0.9581	0.9754	0.9253	0.9909	0.8986	0.9686
0.0283	376.67	2260	0.0680	0.9329	0.9578	0.9752	0.9252	0.9905	0.8975	0.9683
0.1312	380.0	2280	0.0742	0.9353	0.9581	0.9761	0.9241	0.9922	0.9010	0.9695
0.13	383.33	2300	0.0700	0.9327	0.9581	0.9751	0.9261	0.9901	0.8973	0.9681
0.0119	386.67	2320	0.0875	0.9370	0.9580	0.9768	0.9223	0.9936	0.9035	0.9704
0.127	390.0	2340	0.0742	0.9357	0.9579	0.9763	0.9230	0.9927	0.9016	0.9698
0.012	393.33	2360	0.0816	0.9368	0.9584	0.9767	0.9237	0.9930	0.9032	0.9703
0.1322	396.67	2380	0.0717	0.9333	0.9582	0.9753	0.9257	0.9906	0.8982	0.9685
0.0178	400.0	2400	0.0738	0.9358	0.9585	0.9763	0.9250	0.9921	0.9018	0.9697
0.0342	403.33	2420	0.0677	0.9353	0.9586	0.9761	0.9255	0.9917	0.9011	0.9695
0.0042	406.67	2440	0.0793	0.9315	0.9574	0.9746	0.9249	0.9899	0.8954	0.9675
0.018	410.0	2460	0.0748	0.9356	0.9574	0.9763	0.9217	0.9931	0.9014	0.9697
0.0041	413.33	2480	0.0717	0.9353	0.9581	0.9761	0.9241	0.9921	0.9010	0.9695
0.004	416.67	2500	0.0726	0.9348	0.9579	0.9759	0.9237	0.9920	0.9003	0.9693
0.0284	420.0	2520	0.0696	0.9359	0.9582	0.9764	0.9238	0.9926	0.9020	0.9699
0.0121	423.33	2540	0.0669	0.9335	0.9583	0.9754	0.9260	0.9906	0.8984	0.9685
0.0117	426.67	2560	0.0693	0.9319	0.9580	0.9747	0.9265	0.9895	0.8960	0.9677
0.0171	430.0	2580	0.0711	0.9343	0.9580	0.9757	0.9245	0.9915	0.8996	0.9690
0.1286	433.33	2600	0.0714	0.9350	0.9586	0.9760	0.9257	0.9914	0.9006	0.9693
0.0116	436.67	2620	0.0693	0.9329	0.9581	0.9752	0.9259	0.9903	0.8976	0.9682
0.0271	440.0	2640	0.0735	0.9348	0.9580	0.9760	0.9243	0.9918	0.9004	0.9693
0.0333	443.33	2660	0.0766	0.9360	0.9581	0.9764	0.9234	0.9927	0.9020	0.9699
0.1291	446.67	2680	0.0665	0.9344	0.9584	0.9757	0.9256	0.9912	0.8997	0.9690
0.0036	450.0	2700	0.0788	0.9350	0.9580	0.9760	0.9240	0.9920	0.9006	0.9693
0.0036	453.33	2720	0.0958	0.9342	0.9573	0.9757	0.9225	0.9921	0.8993	0.9690
0.0172	456.67	2740	0.0776	0.9383	0.9586	0.9774	0.9230	0.9941	0.9055	0.9711
0.0122	460.0	2760	0.0733	0.9353	0.9580	0.9762	0.9237	0.9923	0.9011	0.9695
0.0285	463.33	2780	0.0881	0.9341	0.9577	0.9757	0.9237	0.9916	0.8992	0.9689
0.0171	466.67	2800	0.0732	0.9307	0.9577	0.9743	0.9264	0.9890	0.8944	0.9671
0.0279	470.0	2820	0.0701	0.9330	0.9583	0.9752	0.9264	0.9902	0.8978	0.9683
0.1256	473.33	2840	0.0762	0.9342	0.9581	0.9757	0.9248	0.9913	0.8994	0.9689
0.0335	476.67	2860	0.0693	0.9360	0.9577	0.9765	0.9223	0.9931	0.9021	0.9700
0.0113	480.0	2880	0.0702	0.9352	0.9583	0.9761	0.9247	0.9919	0.9009	0.9694
0.0133	483.33	2900	0.0767	0.9352	0.9581	0.9761	0.9243	0.9920	0.9009	0.9694
0.0335	486.67	2920	0.0686	0.9354	0.9585	0.9762	0.9251	0.9919	0.9013	0.9696
0.0035	490.0	2940	0.0709	0.9355	0.9582	0.9762	0.9241	0.9923	0.9014	0.9696
0.0167	493.33	2960	0.0741	0.9351	0.9580	0.9761	0.9239	0.9921	0.9007	0.9694
0.0166	496.67	2980	0.0750	0.9361	0.9583	0.9765	0.9241	0.9926	0.9022	0.9699
0.0277	500.0	3000	0.0726	0.9369	0.9585	0.9768	0.9238	0.9931	0.9035	0.9704
0.0169	503.33	3020	0.0779	0.9377	0.9576	0.9771	0.9206	0.9945	0.9045	0.9708
0.0038	506.67	3040	0.0681	0.9348	0.9587	0.9759	0.9262	0.9912	0.9004	0.9692
0.0166	510.0	3060	0.0754	0.9355	0.9583	0.9762	0.9245	0.9921	0.9014	0.9696
0.0268	513.33	3080	0.0677	0.9358	0.9588	0.9763	0.9256	0.9919	0.9019	0.9698
0.0032	516.67	3100	0.0720	0.9360	0.9583	0.9764	0.9240	0.9925	0.9021	0.9699
0.1239	520.0	3120	0.0697	0.9356	0.9586	0.9763	0.9252	0.9920	0.9016	0.9697
0.0269	523.33	3140	0.0747	0.9352	0.9584	0.9761	0.9250	0.9918	0.9010	0.9695
0.0129	526.67	3160	0.0895	0.9354	0.9577	0.9762	0.9227	0.9927	0.9012	0.9696
0.1726	530.0	3180	0.0636	0.9339	0.9587	0.9755	0.9268	0.9905	0.8991	0.9687
0.0332	533.33	3200	0.0998	0.9370	0.9577	0.9769	0.9215	0.9939	0.9035	0.9705
0.0115	536.67	3220	0.0778	0.9361	0.9585	0.9765	0.9246	0.9924	0.9023	0.9699
0.0167	540.0	3240	0.0767	0.9360	0.9582	0.9764	0.9238	0.9926	0.9021	0.9699
0.0109	543.33	3260	0.0725	0.9361	0.9584	0.9764	0.9243	0.9925	0.9022	0.9699
0.0264	546.67	3280	0.0687	0.9351	0.9584	0.9761	0.9251	0.9917	0.9008	0.9694
0.1259	550.0	3300	0.0751	0.9343	0.9582	0.9757	0.9250	0.9914	0.8997	0.9690
0.0111	553.33	3320	0.0714	0.9348	0.9583	0.9759	0.9250	0.9916	0.9003	0.9692
0.1257	556.67	3340	0.0656	0.9356	0.9588	0.9762	0.9259	0.9917	0.9015	0.9696
0.0163	560.0	3360	0.0724	0.9353	0.9583	0.9761	0.9246	0.9920	0.9011	0.9695
0.0111	563.33	3380	0.0787	0.9327	0.9578	0.9751	0.9250	0.9905	0.8973	0.9682
0.011	566.67	3400	0.0679	0.9336	0.9582	0.9754	0.9256	0.9908	0.8986	0.9686
0.1369	570.0	3420	0.0859	0.9331	0.9579	0.9753	0.9250	0.9907	0.8979	0.9684
0.0325	573.33	3440	0.0907	0.9361	0.9573	0.9765	0.9208	0.9937	0.9022	0.9701
0.132	576.67	3460	0.0849	0.9330	0.9579	0.9752	0.9252	0.9906	0.8977	0.9683
0.0111	580.0	3480	0.0908	0.9341	0.9581	0.9756	0.9249	0.9913	0.8993	0.9689
0.0109	583.33	3500	0.0809	0.9349	0.9584	0.9760	0.9253	0.9915	0.9005	0.9693
0.0264	586.67	3520	0.0821	0.9360	0.9584	0.9764	0.9243	0.9924	0.9021	0.9699
0.0163	590.0	3540	0.0690	0.9351	0.9584	0.9761	0.9249	0.9918	0.9008	0.9694
0.0028	593.33	3560	0.0742	0.9346	0.9581	0.9758	0.9246	0.9916	0.9000	0.9691
0.0274	596.67	3580	0.0717	0.9347	0.9582	0.9759	0.9247	0.9916	0.9002	0.9692
0.0266	600.0	3600	0.0873	0.9345	0.9578	0.9758	0.9237	0.9919	0.8999	0.9691
0.0164	603.33	3620	0.0735	0.9348	0.9584	0.9759	0.9254	0.9915	0.9004	0.9692
0.0162	606.67	3640	0.0757	0.9347	0.9583	0.9759	0.9250	0.9915	0.9001	0.9692
0.0109	610.0	3660	0.0853	0.9334	0.9580	0.9754	0.9252	0.9908	0.8983	0.9685
0.0109	613.33	3680	0.0741	0.9354	0.9583	0.9762	0.9244	0.9921	0.9013	0.9696
0.0027	616.67	3700	0.0751	0.9355	0.9583	0.9762	0.9244	0.9921	0.9014	0.9696
0.0266	620.0	3720	0.0728	0.9341	0.9580	0.9757	0.9247	0.9913	0.8993	0.9689
0.124	623.33	3740	0.0727	0.9323	0.9582	0.9749	0.9268	0.9897	0.8967	0.9679
0.0026	626.67	3760	0.0912	0.9366	0.9586	0.9766	0.9246	0.9927	0.9030	0.9702
0.0177	630.0	3780	0.0825	0.9366	0.9581	0.9767	0.9230	0.9932	0.9030	0.9702
0.0262	633.33	3800	0.0758	0.9368	0.9583	0.9767	0.9236	0.9931	0.9032	0.9703
0.0106	636.67	3820	0.0851	0.9339	0.9580	0.9756	0.9249	0.9912	0.8991	0.9688
0.1289	640.0	3840	0.0711	0.9349	0.9588	0.9760	0.9265	0.9912	0.9006	0.9693
0.0326	643.33	3860	0.0808	0.9343	0.9581	0.9757	0.9247	0.9914	0.8996	0.9690
0.016	646.67	3880	0.0709	0.9334	0.9583	0.9754	0.9261	0.9905	0.8983	0.9685
0.0106	650.0	3900	0.0812	0.9332	0.9578	0.9753	0.9247	0.9909	0.8979	0.9684
0.0104	653.33	3920	0.0794	0.9338	0.9579	0.9755	0.9247	0.9912	0.8989	0.9687
0.0326	656.67	3940	0.0746	0.9349	0.9582	0.9760	0.9247	0.9917	0.9005	0.9693
0.0322	660.0	3960	0.0788	0.9345	0.9581	0.9758	0.9247	0.9916	0.9000	0.9691
0.0318	663.33	3980	0.0815	0.9356	0.9581	0.9763	0.9238	0.9924	0.9015	0.9697
0.0157	666.67	4000	0.0759	0.9356	0.9582	0.9763	0.9242	0.9923	0.9015	0.9697
0.0024	670.0	4020	0.0748	0.9352	0.9583	0.9761	0.9248	0.9919	0.9010	0.9695
0.0315	673.33	4040	0.0850	0.9351	0.9582	0.9760	0.9246	0.9919	0.9007	0.9694
0.0324	676.67	4060	0.0820	0.9351	0.9580	0.9761	0.9239	0.9921	0.9007	0.9694
0.0258	680.0	4080	0.0711	0.9359	0.9585	0.9764	0.9247	0.9923	0.9020	0.9698
0.0315	683.33	4100	0.0876	0.9352	0.9579	0.9761	0.9235	0.9923	0.9009	0.9695
0.026	686.67	4120	0.0752	0.9355	0.9583	0.9762	0.9246	0.9921	0.9013	0.9696
0.0258	690.0	4140	0.0715	0.9353	0.9584	0.9761	0.9250	0.9919	0.9011	0.9695
0.0258	693.33	4160	0.0794	0.9363	0.9584	0.9765	0.9243	0.9926	0.9025	0.9700
0.1233	696.67	4180	0.0707	0.9358	0.9586	0.9763	0.9251	0.9921	0.9019	0.9698
0.0116	700.0	4200	0.0984	0.9335	0.9580	0.9754	0.9251	0.9908	0.8984	0.9686
0.013	703.33	4220	0.0754	0.9373	0.9586	0.9769	0.9239	0.9933	0.9041	0.9706
0.0024	706.67	4240	0.0810	0.9344	0.9584	0.9758	0.9255	0.9912	0.8998	0.9690
0.0315	710.0	4260	0.0745	0.9351	0.9584	0.9761	0.9252	0.9917	0.9008	0.9694
0.1223	713.33	4280	0.0743	0.9343	0.9583	0.9757	0.9252	0.9913	0.8997	0.9690
0.0315	716.67	4300	0.0954	0.9353	0.9579	0.9762	0.9234	0.9924	0.9011	0.9696
0.1263	720.0	4320	0.0793	0.9365	0.9586	0.9766	0.9246	0.9926	0.9029	0.9701
0.0155	723.33	4340	0.0923	0.9348	0.9584	0.9759	0.9252	0.9915	0.9004	0.9693
0.0256	726.67	4360	0.0794	0.9368	0.9586	0.9768	0.9243	0.9929	0.9034	0.9703
0.0316	730.0	4380	0.0853	0.9379	0.9584	0.9772	0.9229	0.9939	0.9049	0.9709
0.0155	733.33	4400	0.0688	0.9363	0.9592	0.9765	0.9264	0.9919	0.9026	0.9700
0.1215	736.67	4420	0.0720	0.9376	0.9586	0.9771	0.9239	0.9934	0.9045	0.9707
0.0105	740.0	4440	0.0838	0.9362	0.9587	0.9765	0.9251	0.9923	0.9024	0.9700
0.0326	743.33	4460	0.0901	0.9381	0.9585	0.9773	0.9230	0.9939	0.9052	0.9710
0.1212	746.67	4480	0.0755	0.9367	0.9586	0.9767	0.9245	0.9927	0.9031	0.9702
0.0313	750.0	4500	0.0770	0.9358	0.9585	0.9763	0.9248	0.9922	0.9018	0.9698
0.0311	753.33	4520	0.0747	0.9370	0.9585	0.9768	0.9239	0.9931	0.9036	0.9704
0.0255	756.67	4540	0.0728	0.9378	0.9586	0.9771	0.9236	0.9936	0.9047	0.9708
0.031	760.0	4560	0.0722	0.9354	0.9583	0.9762	0.9247	0.9920	0.9013	0.9696
0.0022	763.33	4580	0.0692	0.9348	0.9587	0.9759	0.9261	0.9912	0.9004	0.9692
0.031	766.67	4600	0.0740	0.9363	0.9584	0.9765	0.9242	0.9926	0.9025	0.9700
0.0151	770.0	4620	0.0738	0.9362	0.9585	0.9765	0.9244	0.9925	0.9024	0.9700
0.015	773.33	4640	0.0719	0.9358	0.9585	0.9763	0.9249	0.9921	0.9018	0.9697
0.0153	776.67	4660	0.0767	0.9339	0.9579	0.9756	0.9245	0.9913	0.8990	0.9688
0.1215	780.0	4680	0.0732	0.9353	0.9583	0.9761	0.9246	0.9920	0.9011	0.9695
0.0022	783.33	4700	0.0724	0.9359	0.9583	0.9764	0.9243	0.9924	0.9019	0.9698
0.0022	786.67	4720	0.0698	0.9360	0.9587	0.9764	0.9253	0.9921	0.9021	0.9698
0.0022	790.0	4740	0.0736	0.9356	0.9583	0.9763	0.9243	0.9922	0.9015	0.9697
0.0322	793.33	4760	0.0697	0.9376	0.9583	0.9771	0.9230	0.9937	0.9044	0.9707
0.0132	796.67	4780	0.0748	0.9355	0.9582	0.9762	0.9241	0.9922	0.9014	0.9696
0.0024	800.0	4800	0.0671	0.9360	0.9588	0.9764	0.9256	0.9920	0.9022	0.9698
0.0106	803.33	4820	0.0735	0.9361	0.9584	0.9765	0.9244	0.9925	0.9023	0.9699
0.015	806.67	4840	0.0673	0.9333	0.9589	0.9753	0.9280	0.9898	0.8982	0.9684
0.1232	810.0	4860	0.0811	0.9312	0.9579	0.9744	0.9267	0.9891	0.8950	0.9673
0.0262	813.33	4880	0.0716	0.9365	0.9588	0.9766	0.9252	0.9924	0.9028	0.9701
0.0254	816.67	4900	0.0743	0.9364	0.9585	0.9766	0.9242	0.9927	0.9027	0.9701
0.1216	820.0	4920	0.0689	0.9360	0.9590	0.9764	0.9261	0.9918	0.9021	0.9698
0.0105	823.33	4940	0.0798	0.9358	0.9583	0.9763	0.9244	0.9923	0.9018	0.9698
0.0251	826.67	4960	0.0713	0.9367	0.9588	0.9767	0.9249	0.9926	0.9032	0.9702
0.0021	830.0	4980	0.0701	0.9365	0.9590	0.9766	0.9257	0.9922	0.9029	0.9701
0.0021	833.33	5000	0.0723	0.9350	0.9587	0.9760	0.9261	0.9914	0.9007	0.9693
0.0148	836.67	5020	0.0720	0.9363	0.9588	0.9765	0.9255	0.9922	0.9025	0.9700
0.002	840.0	5040	0.0728	0.9361	0.9587	0.9764	0.9253	0.9922	0.9023	0.9699
0.0021	843.33	5060	0.0745	0.9360	0.9587	0.9764	0.9254	0.9921	0.9021	0.9698
0.0169	846.67	5080	0.0810	0.9365	0.9589	0.9766	0.9254	0.9923	0.9028	0.9701
0.0148	850.0	5100	0.0766	0.9353	0.9587	0.9761	0.9259	0.9916	0.9012	0.9695
0.0147	853.33	5120	0.0806	0.9368	0.9586	0.9767	0.9243	0.9928	0.9033	0.9703
0.0147	856.67	5140	0.0718	0.9366	0.9587	0.9767	0.9248	0.9926	0.9030	0.9702
0.0152	860.0	5160	0.0682	0.9353	0.9591	0.9761	0.9272	0.9911	0.9011	0.9694
0.025	863.33	5180	0.0730	0.9341	0.9586	0.9756	0.9264	0.9908	0.8993	0.9688
0.031	866.67	5200	0.0773	0.9369	0.9588	0.9768	0.9248	0.9927	0.9034	0.9703
0.0252	870.0	5220	0.0883	0.9353	0.9584	0.9761	0.9251	0.9918	0.9011	0.9695
0.01	873.33	5240	0.0708	0.9365	0.9588	0.9766	0.9252	0.9924	0.9030	0.9701
0.002	876.67	5260	0.0780	0.9372	0.9587	0.9769	0.9242	0.9931	0.9039	0.9705
0.031	880.0	5280	0.0674	0.9365	0.9590	0.9766	0.9257	0.9923	0.9029	0.9701
0.0022	883.33	5300	0.0671	0.9356	0.9589	0.9762	0.9261	0.9917	0.9016	0.9696
0.0306	886.67	5320	0.0726	0.9370	0.9586	0.9768	0.9241	0.9931	0.9037	0.9704
0.0096	890.0	5340	0.0698	0.9361	0.9588	0.9764	0.9254	0.9921	0.9023	0.9699
0.1208	893.33	5360	0.0746	0.9365	0.9585	0.9766	0.9243	0.9927	0.9029	0.9701
0.0177	896.67	5380	0.0767	0.9365	0.9585	0.9766	0.9242	0.9927	0.9028	0.9701
0.002	900.0	5400	0.0677	0.9363	0.9589	0.9765	0.9257	0.9921	0.9026	0.9700
0.0147	903.33	5420	0.0753	0.9345	0.9586	0.9758	0.9260	0.9911	0.9000	0.9691
0.1214	906.67	5440	0.0796	0.9363	0.9585	0.9765	0.9244	0.9926	0.9026	0.9700
0.1197	910.0	5460	0.0756	0.9374	0.9588	0.9770	0.9244	0.9931	0.9042	0.9706
0.0249	913.33	5480	0.0756	0.9372	0.9588	0.9769	0.9245	0.9930	0.9039	0.9705
0.0145	916.67	5500	0.0754	0.9355	0.9588	0.9762	0.9259	0.9916	0.9014	0.9695
0.1201	920.0	5520	0.0781	0.9352	0.9585	0.9761	0.9252	0.9917	0.9010	0.9694
0.0144	923.33	5540	0.0868	0.9366	0.9586	0.9767	0.9244	0.9927	0.9030	0.9702
0.0099	926.67	5560	0.0664	0.9371	0.9593	0.9768	0.9263	0.9923	0.9038	0.9704
0.0095	930.0	5580	0.0745	0.9357	0.9589	0.9763	0.9260	0.9917	0.9017	0.9697
0.0095	933.33	5600	0.0745	0.9366	0.9589	0.9766	0.9254	0.9924	0.9030	0.9701
0.1289	936.67	5620	0.0651	0.9375	0.9591	0.9770	0.9253	0.9929	0.9044	0.9706
0.0099	940.0	5640	0.0755	0.9357	0.9585	0.9763	0.9250	0.9920	0.9017	0.9697
0.01	943.33	5660	0.0678	0.9370	0.9591	0.9768	0.9258	0.9924	0.9036	0.9703
0.0247	946.67	5680	0.0787	0.9374	0.9585	0.9770	0.9236	0.9934	0.9042	0.9706
0.0248	950.0	5700	0.0740	0.9372	0.9585	0.9769	0.9238	0.9932	0.9039	0.9705
0.1199	953.33	5720	0.0720	0.9357	0.9586	0.9763	0.9252	0.9920	0.9017	0.9697
0.0148	956.67	5740	0.0715	0.9372	0.9589	0.9769	0.9250	0.9928	0.9039	0.9704
0.0254	960.0	5760	0.0821	0.9335	0.9579	0.9754	0.9248	0.9909	0.8983	0.9686
0.1213	963.33	5780	0.0709	0.9345	0.9586	0.9758	0.9263	0.9910	0.8999	0.9690
0.0152	966.67	5800	0.0716	0.9348	0.9587	0.9759	0.9261	0.9912	0.9004	0.9692
0.0248	970.0	5820	0.0929	0.9351	0.9581	0.9761	0.9240	0.9921	0.9008	0.9694
0.002	973.33	5840	0.0684	0.9359	0.9586	0.9764	0.9252	0.9921	0.9020	0.9698
0.1195	976.67	5860	0.0762	0.9331	0.9584	0.9752	0.9266	0.9902	0.8979	0.9683
0.002	980.0	5880	0.0798	0.9346	0.9582	0.9758	0.9248	0.9915	0.9000	0.9691
0.0302	983.33	5900	0.0840	0.9359	0.9584	0.9764	0.9245	0.9923	0.9020	0.9698
0.1191	986.67	5920	0.0724	0.9340	0.9587	0.9756	0.9270	0.9905	0.8992	0.9688
0.0142	990.0	5940	0.0791	0.9342	0.9583	0.9757	0.9254	0.9912	0.8995	0.9689
0.03	993.33	5960	0.0772	0.9358	0.9584	0.9763	0.9245	0.9923	0.9018	0.9698
0.0019	996.67	5980	0.0695	0.9358	0.9584	0.9764	0.9246	0.9922	0.9019	0.9698
0.0301	1000.0	6000	0.0783	0.9355	0.9585	0.9762	0.9252	0.9919	0.9014	0.9696
0.0246	1003.33	6020	0.0844	0.9356	0.9583	0.9763	0.9243	0.9922	0.9015	0.9697
0.0147	1006.67	6040	0.0726	0.9367	0.9588	0.9767	0.9249	0.9926	0.9032	0.9702
0.0021	1010.0	6060	0.0746	0.9347	0.9585	0.9759	0.9258	0.9912	0.9002	0.9691
0.1189	1013.33	6080	0.0745	0.9364	0.9588	0.9766	0.9254	0.9923	0.9028	0.9701
0.0301	1016.67	6100	0.0884	0.9364	0.9583	0.9766	0.9239	0.9928	0.9028	0.9701
0.0163	1020.0	6120	0.0731	0.9356	0.9586	0.9762	0.9254	0.9918	0.9015	0.9696
0.0141	1023.33	6140	0.0747	0.9346	0.9586	0.9758	0.9262	0.9911	0.9001	0.9691
0.0019	1026.67	6160	0.0662	0.9352	0.9594	0.9761	0.9279	0.9909	0.9011	0.9694
0.1197	1030.0	6180	0.0789	0.9352	0.9584	0.9761	0.9250	0.9918	0.9009	0.9694
0.1191	1033.33	6200	0.0681	0.9369	0.9591	0.9767	0.9258	0.9924	0.9034	0.9703
0.0093	1036.67	6220	0.0679	0.9360	0.9591	0.9764	0.9263	0.9918	0.9022	0.9698
0.1189	1040.0	6240	0.0753	0.9354	0.9586	0.9762	0.9254	0.9918	0.9013	0.9696
0.0092	1043.33	6260	0.0718	0.9354	0.9589	0.9762	0.9263	0.9915	0.9013	0.9695
0.1185	1046.67	6280	0.0757	0.9364	0.9588	0.9766	0.9253	0.9923	0.9027	0.9700
0.0315	1050.0	6300	0.0793	0.9358	0.9585	0.9763	0.9249	0.9921	0.9019	0.9698
0.0307	1053.33	6320	0.0770	0.9363	0.9584	0.9766	0.9241	0.9927	0.9026	0.9700
0.0247	1056.67	6340	0.0755	0.9348	0.9586	0.9759	0.9259	0.9913	0.9005	0.9692
0.0092	1060.0	6360	0.0788	0.9360	0.9586	0.9764	0.9251	0.9922	0.9022	0.9699
0.0093	1063.33	6380	0.0696	0.9358	0.9591	0.9763	0.9267	0.9915	0.9018	0.9697
0.0298	1066.67	6400	0.0707	0.9359	0.9586	0.9764	0.9251	0.9922	0.9021	0.9698
0.0018	1070.0	6420	0.0725	0.9343	0.9586	0.9757	0.9265	0.9908	0.8996	0.9689
0.1184	1073.33	6440	0.0669	0.9355	0.9594	0.9762	0.9277	0.9911	0.9015	0.9695
0.014	1076.67	6460	0.0857	0.9358	0.9584	0.9763	0.9244	0.9923	0.9019	0.9698
0.0138	1080.0	6480	0.0764	0.9347	0.9583	0.9759	0.9251	0.9915	0.9003	0.9692
0.0256	1083.33	6500	0.0807	0.9365	0.9582	0.9766	0.9234	0.9930	0.9028	0.9701
0.0136	1086.67	6520	0.0800	0.9359	0.9584	0.9764	0.9244	0.9924	0.9020	0.9698
0.0018	1090.0	6540	0.0701	0.9358	0.9589	0.9763	0.9262	0.9917	0.9019	0.9697
0.031	1093.33	6560	0.0699	0.9373	0.9588	0.9769	0.9245	0.9931	0.9041	0.9705
0.0243	1096.67	6580	0.0709	0.9368	0.9586	0.9768	0.9242	0.9929	0.9034	0.9703
0.0138	1100.0	6600	0.0735	0.9372	0.9587	0.9769	0.9244	0.9930	0.9039	0.9705
0.0096	1103.33	6620	0.0872	0.9358	0.9587	0.9763	0.9255	0.9919	0.9018	0.9697
0.0138	1106.67	6640	0.0762	0.9352	0.9585	0.9761	0.9255	0.9916	0.9009	0.9694
0.0308	1110.0	6660	0.0740	0.9373	0.9587	0.9769	0.9244	0.9931	0.9041	0.9705
0.0243	1113.33	6680	0.0817	0.9375	0.9585	0.9770	0.9235	0.9935	0.9043	0.9706
0.0296	1116.67	6700	0.0703	0.9370	0.9587	0.9768	0.9244	0.9929	0.9036	0.9704
0.0092	1120.0	6720	0.0744	0.9364	0.9590	0.9766	0.9259	0.9921	0.9028	0.9700
0.0091	1123.33	6740	0.0707	0.9351	0.9589	0.9760	0.9266	0.9912	0.9009	0.9694
0.0108	1126.67	6760	0.0740	0.9366	0.9589	0.9766	0.9253	0.9924	0.9031	0.9702
0.0018	1130.0	6780	0.0685	0.9345	0.9590	0.9758	0.9274	0.9906	0.9000	0.9690
0.0018	1133.33	6800	0.0701	0.9349	0.9592	0.9759	0.9276	0.9908	0.9006	0.9692
0.0017	1136.67	6820	0.0781	0.9360	0.9589	0.9764	0.9258	0.9920	0.9022	0.9698
0.0242	1140.0	6840	0.0773	0.9366	0.9586	0.9767	0.9244	0.9927	0.9031	0.9702
0.0263	1143.33	6860	0.0915	0.9375	0.9581	0.9770	0.9223	0.9939	0.9043	0.9707
0.0305	1146.67	6880	0.0737	0.9368	0.9588	0.9767	0.9249	0.9927	0.9033	0.9703
0.0017	1150.0	6900	0.0687	0.9369	0.9591	0.9768	0.9258	0.9925	0.9036	0.9703
0.0243	1153.33	6920	0.0791	0.9355	0.9586	0.9762	0.9253	0.9919	0.9014	0.9696
0.0253	1156.67	6940	0.0811	0.9359	0.9587	0.9764	0.9254	0.9921	0.9021	0.9698
0.1184	1160.0	6960	0.0724	0.9369	0.9591	0.9767	0.9258	0.9924	0.9035	0.9703
0.035	1163.33	6980	0.0781	0.9383	0.9590	0.9773	0.9244	0.9936	0.9055	0.9710
0.0296	1166.67	7000	0.0875	0.9366	0.9584	0.9767	0.9239	0.9929	0.9030	0.9702
0.0135	1170.0	7020	0.0847	0.9361	0.9586	0.9765	0.9250	0.9923	0.9023	0.9699
0.1182	1173.33	7040	0.0681	0.9375	0.9591	0.9770	0.9254	0.9929	0.9044	0.9706
0.0017	1176.67	7060	0.0674	0.9366	0.9594	0.9766	0.9269	0.9919	0.9032	0.9701
0.0089	1180.0	7080	0.0767	0.9364	0.9587	0.9766	0.9250	0.9924	0.9027	0.9701
0.0017	1183.33	7100	0.0720	0.9372	0.9590	0.9769	0.9252	0.9928	0.9039	0.9704
0.0294	1186.67	7120	0.0827	0.9371	0.9587	0.9769	0.9243	0.9930	0.9038	0.9704
0.0293	1190.0	7140	0.0723	0.9368	0.9590	0.9767	0.9257	0.9924	0.9033	0.9702
0.0018	1193.33	7160	0.0713	0.9361	0.9589	0.9764	0.9259	0.9920	0.9023	0.9699
0.0089	1196.67	7180	0.0852	0.9364	0.9586	0.9766	0.9248	0.9925	0.9028	0.9701
0.0017	1200.0	7200	0.0730	0.9371	0.9592	0.9768	0.9258	0.9925	0.9038	0.9704
0.0088	1203.33	7220	0.0662	0.9370	0.9596	0.9768	0.9271	0.9920	0.9037	0.9703
0.0088	1206.67	7240	0.0768	0.9358	0.9589	0.9763	0.9260	0.9918	0.9019	0.9697
0.0294	1210.0	7260	0.0731	0.9371	0.9589	0.9768	0.9250	0.9928	0.9038	0.9704
0.0017	1213.33	7280	0.0647	0.9372	0.9596	0.9769	0.9271	0.9922	0.9040	0.9704
0.009	1216.67	7300	0.0737	0.9371	0.9594	0.9768	0.9265	0.9923	0.9038	0.9703
0.0136	1220.0	7320	0.0722	0.9361	0.9590	0.9764	0.9263	0.9918	0.9023	0.9698
0.0019	1223.33	7340	0.0684	0.9373	0.9591	0.9769	0.9255	0.9927	0.9041	0.9705
0.0133	1226.67	7360	0.0911	0.9369	0.9589	0.9768	0.9252	0.9926	0.9035	0.9703
0.0018	1230.0	7380	0.0656	0.9369	0.9591	0.9767	0.9257	0.9924	0.9034	0.9703
0.0137	1233.33	7400	0.0677	0.9371	0.9597	0.9768	0.9274	0.9920	0.9038	0.9703
0.0309	1236.67	7420	0.0830	0.9370	0.9587	0.9768	0.9245	0.9929	0.9036	0.9704
0.025	1240.0	7440	0.0694	0.9375	0.9593	0.9770	0.9259	0.9927	0.9045	0.9706
0.0238	1243.33	7460	0.0720	0.9371	0.9593	0.9768	0.9261	0.9924	0.9038	0.9704
0.0087	1246.67	7480	0.0650	0.9374	0.9595	0.9769	0.9266	0.9924	0.9042	0.9705
0.0089	1250.0	7500	0.0750	0.9379	0.9589	0.9772	0.9245	0.9934	0.9049	0.9708
0.0131	1253.33	7520	0.0745	0.9365	0.9592	0.9766	0.9262	0.9921	0.9030	0.9701
0.0296	1256.67	7540	0.0782	0.9361	0.9587	0.9765	0.9253	0.9922	0.9024	0.9699
0.0017	1260.0	7560	0.0727	0.9369	0.9590	0.9768	0.9255	0.9925	0.9035	0.9703
0.0087	1263.33	7580	0.0738	0.9373	0.9592	0.9769	0.9256	0.9927	0.9040	0.9705
0.0016	1266.67	7600	0.0702	0.9372	0.9591	0.9769	0.9256	0.9927	0.9040	0.9705
0.1242	1270.0	7620	0.0651	0.9370	0.9597	0.9768	0.9276	0.9919	0.9038	0.9703
0.024	1273.33	7640	0.0681	0.9373	0.9598	0.9769	0.9274	0.9921	0.9041	0.9704
0.1179	1276.67	7660	0.0611	0.9372	0.9605	0.9768	0.9297	0.9913	0.9041	0.9703
0.0017	1280.0	7680	0.0737	0.9365	0.9588	0.9766	0.9253	0.9924	0.9030	0.9701
0.0239	1283.33	7700	0.0709	0.9367	0.9592	0.9767	0.9262	0.9922	0.9033	0.9702
0.0089	1286.67	7720	0.0734	0.9386	0.9585	0.9775	0.9227	0.9943	0.9060	0.9712
0.1184	1290.0	7740	0.0740	0.9373	0.9588	0.9769	0.9246	0.9930	0.9040	0.9705
0.0087	1293.33	7760	0.0721	0.9356	0.9592	0.9762	0.9271	0.9913	0.9016	0.9696
0.0017	1296.67	7780	0.0747	0.9366	0.9589	0.9767	0.9254	0.9924	0.9031	0.9702
0.0086	1300.0	7800	0.0738	0.9370	0.9591	0.9768	0.9257	0.9925	0.9037	0.9703
0.0237	1303.33	7820	0.0824	0.9367	0.9588	0.9767	0.9251	0.9925	0.9031	0.9702
0.0293	1306.67	7840	0.0725	0.9380	0.9593	0.9772	0.9254	0.9931	0.9052	0.9709
0.0019	1310.0	7860	0.0696	0.9385	0.9591	0.9774	0.9244	0.9937	0.9059	0.9712
0.1205	1313.33	7880	0.0633	0.9371	0.9596	0.9768	0.9272	0.9920	0.9038	0.9703
0.0239	1316.67	7900	0.0798	0.9379	0.9588	0.9772	0.9242	0.9935	0.9050	0.9708
0.0091	1320.0	7920	0.0695	0.9370	0.9595	0.9768	0.9268	0.9921	0.9037	0.9703
0.0087	1323.33	7940	0.0676	0.9374	0.9593	0.9769	0.9261	0.9926	0.9042	0.9705
0.0086	1326.67	7960	0.0775	0.9373	0.9589	0.9769	0.9250	0.9929	0.9040	0.9705
0.1182	1330.0	7980	0.0665	0.9371	0.9598	0.9768	0.9276	0.9919	0.9038	0.9703
0.1184	1333.33	8000	0.0726	0.9381	0.9591	0.9773	0.9247	0.9934	0.9053	0.9709
0.029	1336.67	8020	0.0818	0.9385	0.9588	0.9774	0.9236	0.9940	0.9059	0.9712
0.0237	1340.0	8040	0.0773	0.9362	0.9589	0.9765	0.9258	0.9920	0.9024	0.9699
0.0016	1343.33	8060	0.0662	0.9368	0.9598	0.9767	0.9280	0.9916	0.9034	0.9702
0.0016	1346.67	8080	0.0690	0.9373	0.9595	0.9769	0.9265	0.9924	0.9042	0.9705
0.0128	1350.0	8100	0.0797	0.9362	0.9589	0.9765	0.9257	0.9921	0.9025	0.9700
0.0239	1353.33	8120	0.0759	0.9374	0.9592	0.9769	0.9256	0.9927	0.9042	0.9705
0.0294	1356.67	8140	0.0722	0.9359	0.9593	0.9763	0.9271	0.9915	0.9020	0.9697
0.1299	1360.0	8160	0.0715	0.9371	0.9594	0.9768	0.9264	0.9924	0.9039	0.9704
0.0289	1363.33	8180	0.0711	0.9377	0.9591	0.9771	0.9252	0.9930	0.9046	0.9707
0.0108	1366.67	8200	0.0717	0.9376	0.9590	0.9770	0.9249	0.9931	0.9045	0.9707
0.0128	1370.0	8220	0.0730	0.9370	0.9592	0.9768	0.9260	0.9924	0.9037	0.9704
0.0128	1373.33	8240	0.0735	0.9363	0.9594	0.9765	0.9271	0.9917	0.9026	0.9699
0.0129	1376.67	8260	0.0699	0.9368	0.9596	0.9767	0.9273	0.9919	0.9035	0.9702
0.0087	1380.0	8280	0.0793	0.9367	0.9588	0.9767	0.9252	0.9925	0.9031	0.9702
0.0349	1383.33	8300	0.0810	0.9379	0.9588	0.9772	0.9241	0.9935	0.9049	0.9708
0.0127	1386.67	8320	0.0777	0.9373	0.9590	0.9769	0.9253	0.9928	0.9041	0.9705
0.0086	1390.0	8340	0.0737	0.9369	0.9590	0.9767	0.9256	0.9925	0.9035	0.9703
0.0109	1393.33	8360	0.0809	0.9377	0.9588	0.9771	0.9242	0.9934	0.9047	0.9708
0.0296	1396.67	8380	0.0745	0.9378	0.9585	0.9772	0.9232	0.9937	0.9048	0.9708
0.0016	1400.0	8400	0.0763	0.9366	0.9590	0.9766	0.9256	0.9923	0.9031	0.9701
0.0016	1403.33	8420	0.0722	0.9377	0.9594	0.9771	0.9260	0.9928	0.9047	0.9707
0.0128	1406.67	8440	0.0791	0.9373	0.9586	0.9770	0.9240	0.9932	0.9041	0.9706
0.0016	1410.0	8460	0.0685	0.9377	0.9593	0.9771	0.9258	0.9929	0.9048	0.9707
0.0086	1413.33	8480	0.0746	0.9387	0.9593	0.9775	0.9249	0.9937	0.9062	0.9712
0.0127	1416.67	8500	0.0859	0.9374	0.9589	0.9770	0.9248	0.9930	0.9043	0.9706
0.0238	1420.0	8520	0.0729	0.9377	0.9593	0.9771	0.9257	0.9928	0.9046	0.9707
0.0289	1423.33	8540	0.0752	0.9384	0.9591	0.9774	0.9247	0.9936	0.9057	0.9711
0.0236	1426.67	8560	0.0722	0.9371	0.9594	0.9768	0.9264	0.9923	0.9039	0.9704
0.0084	1430.0	8580	0.0708	0.9368	0.9594	0.9767	0.9268	0.9920	0.9035	0.9702
0.0126	1433.33	8600	0.0822	0.9380	0.9589	0.9772	0.9244	0.9935	0.9051	0.9709
0.0016	1436.67	8620	0.0661	0.9374	0.9599	0.9769	0.9278	0.9920	0.9044	0.9705
0.0126	1440.0	8640	0.0723	0.9373	0.9593	0.9769	0.9259	0.9926	0.9042	0.9705
0.1178	1443.33	8660	0.0646	0.9393	0.9600	0.9777	0.9266	0.9934	0.9071	0.9715
0.0287	1446.67	8680	0.0767	0.9383	0.9590	0.9773	0.9244	0.9936	0.9056	0.9710
0.0136	1450.0	8700	0.0721	0.9381	0.9591	0.9773	0.9248	0.9934	0.9053	0.9709
0.0234	1453.33	8720	0.0805	0.9377	0.9588	0.9771	0.9242	0.9934	0.9047	0.9707
0.0289	1456.67	8740	0.0667	0.9381	0.9594	0.9772	0.9258	0.9931	0.9054	0.9709
0.117	1460.0	8760	0.0719	0.9376	0.9594	0.9770	0.9260	0.9927	0.9045	0.9706
0.0286	1463.33	8780	0.0790	0.9385	0.9588	0.9774	0.9237	0.9940	0.9059	0.9712
0.0247	1466.67	8800	0.0729	0.9377	0.9593	0.9771	0.9257	0.9929	0.9047	0.9707
0.1171	1470.0	8820	0.0678	0.9376	0.9596	0.9770	0.9267	0.9925	0.9046	0.9706
0.0287	1473.33	8840	0.0693	0.9367	0.9593	0.9766	0.9266	0.9920	0.9032	0.9701
0.0238	1476.67	8860	0.0686	0.9368	0.9597	0.9767	0.9277	0.9917	0.9034	0.9702
0.0084	1480.0	8880	0.0754	0.9374	0.9592	0.9769	0.9256	0.9927	0.9042	0.9705
0.0015	1483.33	8900	0.0641	0.9372	0.9604	0.9768	0.9293	0.9914	0.9040	0.9703
0.0135	1486.67	8920	0.0732	0.9370	0.9594	0.9768	0.9267	0.9922	0.9037	0.9703
0.0234	1490.0	8940	0.0735	0.9378	0.9594	0.9771	0.9261	0.9928	0.9049	0.9708
0.0234	1493.33	8960	0.0764	0.9380	0.9596	0.9772	0.9265	0.9927	0.9051	0.9708
0.0016	1496.67	8980	0.0684	0.9376	0.9597	0.9770	0.9271	0.9923	0.9045	0.9706
0.1167	1500.0	9000	0.0688	0.9379	0.9596	0.9771	0.9266	0.9927	0.9050	0.9708
0.0232	1503.33	9020	0.0777	0.9381	0.9593	0.9772	0.9254	0.9932	0.9053	0.9709
0.1176	1506.67	9040	0.0665	0.9374	0.9603	0.9769	0.9289	0.9917	0.9044	0.9704
0.0286	1510.0	9060	0.0777	0.9374	0.9591	0.9770	0.9254	0.9928	0.9043	0.9706
0.0128	1513.33	9080	0.0824	0.9376	0.9588	0.9771	0.9243	0.9933	0.9045	0.9707
0.0016	1516.67	9100	0.0700	0.9370	0.9598	0.9768	0.9278	0.9918	0.9037	0.9703
0.0232	1520.0	9120	0.0791	0.9377	0.9593	0.9771	0.9257	0.9928	0.9047	0.9707
0.1192	1523.33	9140	0.0650	0.9386	0.9604	0.9774	0.9282	0.9925	0.9062	0.9711
0.0016	1526.67	9160	0.0683	0.9394	0.9596	0.9777	0.9255	0.9938	0.9072	0.9716
0.0251	1530.0	9180	0.0619	0.9376	0.9599	0.9770	0.9277	0.9922	0.9047	0.9706
0.0017	1533.33	9200	0.0529	0.9455	0.9689	0.9798	0.9483	0.9895	0.9170	0.9740
0.0312	1536.67	9220	0.0746	0.9351	0.9583	0.9761	0.9248	0.9918	0.9008	0.9694
0.029	1540.0	9240	0.0729	0.9374	0.9591	0.9770	0.9255	0.9928	0.9042	0.9705
0.0238	1543.33	9260	0.0821	0.9372	0.9587	0.9769	0.9244	0.9930	0.9039	0.9705
0.0233	1546.67	9280	0.0675	0.9372	0.9595	0.9768	0.9268	0.9922	0.9040	0.9704
0.0016	1550.0	9300	0.0679	0.9379	0.9594	0.9772	0.9258	0.9930	0.9050	0.9708
0.0082	1553.33	9320	0.0742	0.9375	0.9592	0.9770	0.9255	0.9928	0.9044	0.9706
0.0116	1556.67	9340	0.0679	0.9371	0.9597	0.9768	0.9273	0.9921	0.9039	0.9704
0.0163	1560.0	9360	0.0653	0.9381	0.9597	0.9772	0.9266	0.9928	0.9053	0.9709
0.0015	1563.33	9380	0.0666	0.9378	0.9594	0.9771	0.9259	0.9929	0.9049	0.9708
0.1187	1566.67	9400	0.0668	0.9381	0.9597	0.9772	0.9266	0.9928	0.9053	0.9709
0.0126	1570.0	9420	0.0750	0.9376	0.9593	0.9770	0.9258	0.9928	0.9045	0.9706
0.0017	1573.33	9440	0.0698	0.9378	0.9598	0.9771	0.9271	0.9925	0.9049	0.9707
0.0082	1576.67	9460	0.0862	0.9377	0.9588	0.9771	0.9241	0.9934	0.9047	0.9708
0.0285	1580.0	9480	0.0760	0.9383	0.9592	0.9773	0.9250	0.9934	0.9056	0.9710
0.0234	1583.33	9500	0.0781	0.9379	0.9591	0.9772	0.9250	0.9932	0.9050	0.9708
0.0082	1586.67	9520	0.0732	0.9387	0.9593	0.9775	0.9248	0.9937	0.9062	0.9713
0.0234	1590.0	9540	0.0695	0.9378	0.9598	0.9771	0.9273	0.9924	0.9049	0.9707
0.0232	1593.33	9560	0.0712	0.9374	0.9598	0.9769	0.9275	0.9921	0.9042	0.9705
0.1178	1596.67	9580	0.0705	0.9378	0.9594	0.9771	0.9258	0.9929	0.9049	0.9707
0.0231	1600.0	9600	0.0712	0.9377	0.9597	0.9770	0.9269	0.9925	0.9047	0.9707
0.0125	1603.33	9620	0.0696	0.9374	0.9599	0.9769	0.9276	0.9921	0.9043	0.9705
0.0283	1606.67	9640	0.0731	0.9382	0.9594	0.9773	0.9257	0.9931	0.9054	0.9709
0.0083	1610.0	9660	0.0686	0.9379	0.9599	0.9771	0.9274	0.9924	0.9050	0.9707
0.0083	1613.33	9680	0.0660	0.9377	0.9601	0.9770	0.9282	0.9920	0.9048	0.9706
0.0081	1616.67	9700	0.0737	0.9383	0.9593	0.9773	0.9253	0.9933	0.9056	0.9710
0.0123	1620.0	9720	0.0627	0.9382	0.9606	0.9772	0.9293	0.9919	0.9055	0.9708
0.0285	1623.33	9740	0.0708	0.9382	0.9590	0.9773	0.9244	0.9936	0.9054	0.9710
0.0182	1626.67	9760	0.0700	0.9383	0.9598	0.9773	0.9267	0.9928	0.9057	0.9710
0.0104	1630.0	9780	0.0782	0.9375	0.9592	0.9770	0.9254	0.9929	0.9045	0.9706
0.1166	1633.33	9800	0.0622	0.9389	0.9603	0.9775	0.9278	0.9928	0.9065	0.9712
0.1165	1636.67	9820	0.0646	0.9372	0.9602	0.9768	0.9289	0.9915	0.9040	0.9703
0.0284	1640.0	9840	0.0744	0.9377	0.9594	0.9771	0.9259	0.9928	0.9047	0.9707
0.002	1643.33	9860	0.0681	0.9366	0.9599	0.9766	0.9283	0.9914	0.9032	0.9701
0.0229	1646.67	9880	0.0705	0.9381	0.9597	0.9772	0.9266	0.9928	0.9053	0.9709
0.0081	1650.0	9900	0.0729	0.9383	0.9595	0.9773	0.9259	0.9931	0.9056	0.9710
0.1155	1653.33	9920	0.0614	0.9386	0.9609	0.9774	0.9297	0.9920	0.9062	0.9711
0.012	1656.67	9940	0.0686	0.9376	0.9599	0.9770	0.9277	0.9922	0.9047	0.9706
0.0015	1660.0	9960	0.0717	0.9377	0.9596	0.9771	0.9268	0.9925	0.9047	0.9707
0.1171	1663.33	9980	0.0645	0.9386	0.9604	0.9774	0.9284	0.9924	0.9061	0.9711
0.0085	1666.67	10000	0.0788	0.9348	0.9590	0.9759	0.9272	0.9909	0.9004	0.9692
0.03	1670.0	10020	0.0763	0.9383	0.9594	0.9773	0.9256	0.9932	0.9056	0.9710
0.0121	1673.33	10040	0.0725	0.9387	0.9596	0.9775	0.9259	0.9934	0.9063	0.9712
0.0121	1676.67	10060	0.0653	0.9383	0.9601	0.9773	0.9276	0.9925	0.9057	0.9709
0.008	1680.0	10080	0.0793	0.9378	0.9592	0.9771	0.9254	0.9930	0.9049	0.9708
0.0015	1683.33	10100	0.0653	0.9386	0.9602	0.9774	0.9278	0.9927	0.9062	0.9711
0.0015	1686.67	10120	0.0634	0.9380	0.9607	0.9771	0.9296	0.9917	0.9053	0.9707
0.0087	1690.0	10140	0.0640	0.9401	0.9610	0.9780	0.9291	0.9930	0.9084	0.9718
0.0017	1693.33	10160	0.0614	0.9385	0.9595	0.9774	0.9257	0.9933	0.9058	0.9711
0.023	1696.67	10180	0.0724	0.9362	0.9596	0.9764	0.9278	0.9914	0.9025	0.9699
0.1198	1700.0	10200	0.0716	0.9384	0.9595	0.9774	0.9258	0.9932	0.9058	0.9711
0.0015	1703.33	10220	0.0664	0.9384	0.9601	0.9773	0.9277	0.9926	0.9058	0.9710
0.008	1706.67	10240	0.0643	0.9376	0.9599	0.9770	0.9276	0.9922	0.9046	0.9706
0.0095	1710.0	10260	0.0660	0.9386	0.9602	0.9774	0.9278	0.9926	0.9061	0.9711
0.0123	1713.33	10280	0.0619	0.9388	0.9604	0.9775	0.9280	0.9927	0.9065	0.9712
0.0248	1716.67	10300	0.0704	0.9376	0.9594	0.9770	0.9262	0.9927	0.9046	0.9707
0.023	1720.0	10320	0.0697	0.9389	0.9598	0.9775	0.9263	0.9933	0.9065	0.9713
0.0285	1723.33	10340	0.0745	0.9389	0.9592	0.9776	0.9246	0.9938	0.9065	0.9713
0.0081	1726.67	10360	0.0760	0.9379	0.9595	0.9772	0.9261	0.9928	0.9050	0.9708
0.0228	1730.0	10380	0.0666	0.9385	0.9599	0.9774	0.9269	0.9929	0.9060	0.9711
0.0015	1733.33	10400	0.0693	0.9387	0.9596	0.9775	0.9260	0.9933	0.9062	0.9712
0.028	1736.67	10420	0.0742	0.9380	0.9597	0.9772	0.9266	0.9927	0.9052	0.9708
0.012	1740.0	10440	0.0681	0.9379	0.9599	0.9771	0.9275	0.9924	0.9050	0.9707
0.1159	1743.33	10460	0.0688	0.9390	0.9597	0.9776	0.9260	0.9934	0.9066	0.9713
0.0149	1746.67	10480	0.0674	0.9383	0.9599	0.9773	0.9271	0.9927	0.9057	0.9710
0.0084	1750.0	10500	0.0671	0.9385	0.9597	0.9774	0.9262	0.9931	0.9059	0.9711
0.1153	1753.33	10520	0.0691	0.9391	0.9595	0.9776	0.9252	0.9937	0.9068	0.9714
0.023	1756.67	10540	0.0780	0.9381	0.9595	0.9772	0.9261	0.9929	0.9053	0.9709
0.0285	1760.0	10560	0.0738	0.9380	0.9595	0.9772	0.9262	0.9929	0.9052	0.9709
0.0015	1763.33	10580	0.0688	0.9383	0.9595	0.9773	0.9258	0.9932	0.9056	0.9710
0.0016	1766.67	10600	0.0679	0.9384	0.9599	0.9773	0.9269	0.9928	0.9058	0.9710
0.1155	1770.0	10620	0.0673	0.9390	0.9597	0.9776	0.9260	0.9934	0.9066	0.9713
0.1172	1773.33	10640	0.0621	0.9396	0.9601	0.9778	0.9267	0.9935	0.9075	0.9716
0.0082	1776.67	10660	0.0661	0.9394	0.9598	0.9778	0.9259	0.9937	0.9073	0.9716
0.0015	1780.0	10680	0.0613	0.9391	0.9605	0.9776	0.9283	0.9927	0.9068	0.9713
0.0122	1783.33	10700	0.0666	0.9390	0.9597	0.9776	0.9261	0.9934	0.9066	0.9713
0.0119	1786.67	10720	0.0672	0.9383	0.9601	0.9773	0.9277	0.9925	0.9057	0.9709
0.0227	1790.0	10740	0.0741	0.9390	0.9596	0.9776	0.9257	0.9936	0.9067	0.9714
0.1157	1793.33	10760	0.0653	0.9395	0.9595	0.9778	0.9250	0.9940	0.9073	0.9716
0.0015	1796.67	10780	0.0672	0.9390	0.9595	0.9776	0.9255	0.9936	0.9066	0.9713
0.0242	1800.0	10800	0.0734	0.9385	0.9592	0.9774	0.9249	0.9935	0.9059	0.9711
0.0118	1803.33	10820	0.0700	0.9381	0.9597	0.9772	0.9266	0.9928	0.9054	0.9709
0.0079	1806.67	10840	0.0705	0.9389	0.9595	0.9776	0.9256	0.9935	0.9065	0.9713
0.0227	1810.0	10860	0.0671	0.9389	0.9604	0.9775	0.9281	0.9927	0.9066	0.9712
0.1151	1813.33	10880	0.0654	0.9384	0.9603	0.9773	0.9280	0.9925	0.9059	0.9710
0.1152	1816.67	10900	0.0683	0.9386	0.9596	0.9774	0.9261	0.9932	0.9060	0.9711
0.0283	1820.0	10920	0.0671	0.9383	0.9593	0.9773	0.9252	0.9934	0.9056	0.9710
0.1172	1823.33	10940	0.0585	0.9397	0.9613	0.9778	0.9302	0.9924	0.9077	0.9716
0.0119	1826.67	10960	0.0693	0.9379	0.9599	0.9771	0.9274	0.9924	0.9051	0.9708
0.0226	1830.0	10980	0.0705	0.9386	0.9597	0.9774	0.9262	0.9932	0.9060	0.9711
0.0015	1833.33	11000	0.0668	0.9387	0.9602	0.9774	0.9277	0.9927	0.9062	0.9711
0.023	1836.67	11020	0.0733	0.9391	0.9595	0.9776	0.9252	0.9938	0.9068	0.9714
0.0227	1840.0	11040	0.0701	0.9385	0.9598	0.9774	0.9265	0.9930	0.9059	0.9711
0.0226	1843.33	11060	0.0761	0.9385	0.9595	0.9774	0.9257	0.9933	0.9059	0.9711
0.0243	1846.67	11080	0.0677	0.9391	0.9602	0.9776	0.9273	0.9931	0.9068	0.9713
0.023	1850.0	11100	0.0699	0.9395	0.9597	0.9778	0.9256	0.9938	0.9073	0.9716
0.0014	1853.33	11120	0.0697	0.9387	0.9596	0.9775	0.9260	0.9933	0.9062	0.9712
0.0118	1856.67	11140	0.0681	0.9389	0.9599	0.9775	0.9265	0.9932	0.9065	0.9713
0.0079	1860.0	11160	0.0677	0.9388	0.9598	0.9775	0.9264	0.9932	0.9063	0.9712
0.0278	1863.33	11180	0.0733	0.9395	0.9592	0.9778	0.9241	0.9943	0.9073	0.9716
0.0078	1866.67	11200	0.0645	0.9397	0.9606	0.9778	0.9281	0.9931	0.9077	0.9716
0.0285	1870.0	11220	0.0637	0.9386	0.9600	0.9774	0.9271	0.9929	0.9061	0.9711
0.1191	1873.33	11240	0.0606	0.9385	0.9609	0.9773	0.9299	0.9919	0.9060	0.9710
0.0227	1876.67	11260	0.0597	0.9399	0.9609	0.9779	0.9289	0.9930	0.9081	0.9717
0.0015	1880.0	11280	0.0677	0.9391	0.9600	0.9776	0.9268	0.9932	0.9068	0.9714
0.0119	1883.33	11300	0.0696	0.9381	0.9600	0.9772	0.9274	0.9925	0.9054	0.9709
0.0279	1886.67	11320	0.0710	0.9391	0.9596	0.9776	0.9257	0.9936	0.9068	0.9714
0.1149	1890.0	11340	0.0640	0.9396	0.9605	0.9778	0.9280	0.9931	0.9076	0.9716
0.0278	1893.33	11360	0.0654	0.9393	0.9597	0.9777	0.9257	0.9937	0.9071	0.9715
0.0014	1896.67	11380	0.0678	0.9394	0.9597	0.9777	0.9257	0.9937	0.9072	0.9715
0.0229	1900.0	11400	0.0724	0.9392	0.9596	0.9777	0.9254	0.9938	0.9070	0.9715
0.0018	1903.33	11420	0.0633	0.9384	0.9612	0.9773	0.9310	0.9915	0.9059	0.9709
0.0226	1906.67	11440	0.0741	0.9392	0.9596	0.9777	0.9254	0.9937	0.9069	0.9715
0.0226	1910.0	11460	0.0709	0.9389	0.9599	0.9775	0.9266	0.9932	0.9065	0.9713
0.0243	1913.33	11480	0.0671	0.9392	0.9597	0.9777	0.9259	0.9936	0.9070	0.9715
0.0229	1916.67	11500	0.0635	0.9401	0.9602	0.9780	0.9266	0.9938	0.9084	0.9719
0.0015	1920.0	11520	0.0695	0.9392	0.9598	0.9777	0.9261	0.9935	0.9070	0.9714
0.0118	1923.33	11540	0.0713	0.9392	0.9599	0.9777	0.9263	0.9934	0.9069	0.9714
0.0231	1926.67	11560	0.0879	0.9383	0.9592	0.9773	0.9251	0.9934	0.9055	0.9710
0.0233	1930.0	11580	0.0738	0.9390	0.9595	0.9776	0.9252	0.9937	0.9067	0.9714
0.0127	1933.33	11600	0.0703	0.9394	0.9597	0.9777	0.9257	0.9937	0.9072	0.9715
0.0078	1936.67	11620	0.0746	0.9392	0.9594	0.9777	0.9250	0.9939	0.9069	0.9715
0.0278	1940.0	11640	0.0693	0.9388	0.9598	0.9775	0.9264	0.9932	0.9064	0.9713
0.0014	1943.33	11660	0.0697	0.9384	0.9597	0.9773	0.9264	0.9930	0.9057	0.9710
0.0148	1946.67	11680	0.0669	0.9396	0.9600	0.9778	0.9265	0.9936	0.9075	0.9716
0.0117	1950.0	11700	0.0768	0.9393	0.9593	0.9777	0.9245	0.9941	0.9070	0.9715
0.1156	1953.33	11720	0.0589	0.9406	0.9613	0.9782	0.9295	0.9931	0.9092	0.9721
0.1149	1956.67	11740	0.0611	0.9400	0.9606	0.9780	0.9277	0.9934	0.9083	0.9718
0.0081	1960.0	11760	0.0660	0.9397	0.9599	0.9779	0.9261	0.9938	0.9077	0.9717
0.0115	1963.33	11780	0.0662	0.9392	0.9601	0.9777	0.9269	0.9933	0.9070	0.9714
0.0077	1966.67	11800	0.0673	0.9395	0.9600	0.9778	0.9265	0.9935	0.9074	0.9716
0.0278	1970.0	11820	0.0671	0.9398	0.9599	0.9779	0.9259	0.9939	0.9079	0.9718
0.0225	1973.33	11840	0.0701	0.9395	0.9598	0.9778	0.9259	0.9937	0.9074	0.9716
0.0014	1976.67	11860	0.0602	0.9397	0.9609	0.9778	0.9290	0.9928	0.9077	0.9716

The model card is truncated. Read the rest on Hugging Face.

Library: transformers
Type: segformer
License: other
Created: Nov 22, 2023
Updated: Feb 15, 2024