rtdetr-rfdetr-aligned-300ep-20260305-v1

This model is a fine-tuned version of PekingU/rtdetr_r101vd_coco_o365 on an unknown dataset. It achieves the following results on the evaluation set:

• Loss: 7.6682
• Map: 0.4901
• Map 50: 0.8337
• Map 75: 0.5087
• Map Small: 0.3274
• Map Medium: 0.4992
• Map Large: 0.6475
• Mar 1: 0.0492
• Mar 10: 0.3295
• Mar 100: 0.6364
• Mar Small: 0.3351
• Mar Medium: 0.6374
• Mar Large: 0.8933
• Map Tray: 0.4482
• Mar 100 Tray: 0.5793
• Map Cart: 0.5319
• Mar 100 Cart: 0.6935

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: 4
• eval_batch_size: 4
• seed: 42
• gradient_accumulation_steps: 4
• total_train_batch_size: 16
• optimizer: Use adamw_torch_fused with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
• lr_scheduler_type: constant
• num_epochs: 300
• mixed_precision_training: Native AMP

Training results

Training Loss	Epoch	Step	Validation Loss	Map	Map 50	Map 75	Map Small	Map Medium	Map Large	Mar 1	Mar 10	Mar 100	Mar Small	Mar Medium	Mar Large	Map Tray	Mar 100 Tray	Map Cart	Mar 100 Cart
No log	1.0	7	27.6748	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0	0.0008	0.0	0.0008	0.0	0.0	0.0	0.0	0.0016
No log	2.0	14	32.8453	0.0063	0.0186	0.0026	0.0019	0.0078	0.0001	0.001	0.0108	0.0445	0.0316	0.0468	0.01	0.0122	0.047	0.0003	0.0419
No log	3.0	21	35.8200	0.0	0.0	0.0	0.0	0.0001	0.0	0.0	0.0	0.0024	0.0	0.0026	0.0	0.0	0.0016	0.0	0.0032
No log	4.0	28	29.3179	0.0074	0.0191	0.0042	0.0345	0.0106	0.0035	0.0022	0.017	0.0441	0.0333	0.0428	0.0883	0.0146	0.0608	0.0001	0.0274
No log	5.0	35	67.6992	0.0062	0.0074	0.0067	0.0	0.0015	0.0953	0.0014	0.0063	0.009	0.0	0.0006	0.1767	0.0123	0.018	0.0	0.0
No log	6.0	42	20.5822	0.035	0.0805	0.0286	0.0	0.0395	0.0249	0.003	0.0331	0.1078	0.0	0.1135	0.1017	0.0654	0.122	0.0045	0.0935
No log	7.0	49	15.7502	0.1165	0.2319	0.1061	0.2331	0.1198	0.0614	0.0083	0.0714	0.2677	0.2456	0.2796	0.15	0.224	0.3693	0.0091	0.1661
No log	8.0	56	16.8944	0.0818	0.1723	0.0598	0.2762	0.0817	0.0511	0.0047	0.0552	0.1986	0.3456	0.1916	0.2717	0.1599	0.2827	0.0038	0.1145
No log	9.0	63	16.6284	0.1285	0.2289	0.1422	0.3231	0.1232	0.2594	0.0157	0.0703	0.2386	0.3228	0.2302	0.4167	0.2401	0.3644	0.0168	0.1129
No log	10.0	70	13.4063	0.1463	0.2502	0.1545	0.0931	0.1523	0.298	0.025	0.0868	0.2747	0.2298	0.2744	0.52	0.2881	0.4414	0.0044	0.1081
No log	11.0	77	12.1834	0.179	0.3267	0.1775	0.2511	0.185	0.2328	0.0345	0.1602	0.369	0.2509	0.3783	0.3533	0.2953	0.4671	0.0626	0.271
No log	12.0	84	11.0332	0.2116	0.4041	0.2085	0.4099	0.2065	0.4433	0.045	0.1566	0.3981	0.4105	0.3938	0.5567	0.3339	0.4961	0.0893	0.3
No log	13.0	91	10.4388	0.252	0.4317	0.2675	0.302	0.2558	0.3846	0.0471	0.182	0.462	0.3018	0.4646	0.61	0.4115	0.5191	0.0925	0.4048
No log	14.0	98	9.6291	0.2554	0.4457	0.2588	0.3366	0.2574	0.3689	0.0538	0.2084	0.445	0.3368	0.4484	0.5583	0.3807	0.5319	0.1301	0.3581
No log	15.0	105	9.7228	0.2938	0.5019	0.2954	0.2964	0.2999	0.3432	0.0467	0.2119	0.4536	0.3035	0.4601	0.5617	0.4048	0.5523	0.1828	0.3548
No log	16.0	112	9.9583	0.3064	0.5296	0.3203	0.3317	0.3128	0.3191	0.0576	0.2214	0.4791	0.3316	0.4859	0.4933	0.4058	0.5244	0.207	0.4339
No log	17.0	119	9.3184	0.3279	0.5671	0.356	0.4109	0.3319	0.2955	0.0471	0.2513	0.567	0.4088	0.5697	0.595	0.4083	0.5404	0.2476	0.5935
No log	18.0	126	9.0949	0.334	0.5722	0.3369	0.3515	0.3451	0.3564	0.0509	0.2406	0.595	0.3509	0.6008	0.6567	0.4549	0.5626	0.213	0.6274
No log	19.0	133	8.8091	0.3288	0.573	0.349	0.3554	0.3324	0.391	0.0463	0.2412	0.5833	0.3561	0.5885	0.6433	0.4029	0.5522	0.2548	0.6145
No log	20.0	140	8.7287	0.3759	0.642	0.3991	0.3584	0.3885	0.3811	0.0489	0.2474	0.6136	0.3561	0.6207	0.6433	0.4412	0.5578	0.3105	0.6694
No log	21.0	147	8.8635	0.3758	0.6614	0.3849	0.4304	0.3811	0.396	0.048	0.2771	0.6028	0.4596	0.6024	0.6917	0.4326	0.5637	0.319	0.6419
No log	22.0	154	8.7621	0.3316	0.5781	0.348	0.3888	0.3443	0.3612	0.05	0.2652	0.6125	0.3912	0.6174	0.6433	0.3806	0.5605	0.2826	0.6645
No log	23.0	161	9.1166	0.3577	0.6149	0.367	0.3705	0.3679	0.3091	0.0589	0.257	0.5648	0.386	0.5672	0.6383	0.4104	0.5377	0.3049	0.5919
No log	24.0	168	8.8780	0.3781	0.6418	0.4094	0.3089	0.3916	0.2876	0.0527	0.2838	0.6135	0.3088	0.6242	0.575	0.3981	0.5496	0.3582	0.6774
No log	25.0	175	8.6083	0.3265	0.571	0.36	0.1676	0.3416	0.4215	0.0546	0.2424	0.5893	0.2947	0.5963	0.6867	0.3905	0.5544	0.2625	0.6242
No log	26.0	182	8.3033	0.3985	0.658	0.4483	0.3085	0.4158	0.3867	0.0637	0.2868	0.6337	0.3474	0.6416	0.6583	0.4238	0.5642	0.3732	0.7032
No log	27.0	189	8.4624	0.3797	0.6372	0.4087	0.3475	0.3993	0.3648	0.0565	0.2529	0.6086	0.3456	0.6163	0.6383	0.3876	0.5655	0.3718	0.6516
No log	28.0	196	8.4926	0.4167	0.6795	0.4617	0.3499	0.4304	0.3854	0.0534	0.3034	0.6266	0.3561	0.6334	0.6733	0.412	0.5726	0.4214	0.6806
No log	29.0	203	8.7669	0.3302	0.5825	0.3341	0.3248	0.3385	0.4039	0.0401	0.2691	0.606	0.3246	0.6102	0.745	0.3868	0.5523	0.2736	0.6597
No log	30.0	210	8.4037	0.4045	0.7099	0.4137	0.3371	0.4166	0.4088	0.0542	0.2877	0.6343	0.386	0.6387	0.715	0.4302	0.575	0.3787	0.6935
No log	31.0	217	8.2696	0.4346	0.7313	0.477	0.3624	0.4459	0.39	0.062	0.3143	0.6444	0.3632	0.6514	0.6883	0.4065	0.5759	0.4627	0.7129
No log	32.0	224	8.4264	0.3496	0.5961	0.3543	0.3525	0.3551	0.4923	0.0534	0.2815	0.6247	0.3526	0.6283	0.775	0.3931	0.5735	0.3061	0.6758
No log	33.0	231	8.2056	0.4327	0.7019	0.4707	0.2843	0.4476	0.4138	0.0539	0.3206	0.6444	0.3895	0.6457	0.81	0.3968	0.5791	0.4686	0.7097
No log	34.0	238	8.3519	0.4438	0.7324	0.502	0.3525	0.4552	0.4163	0.06	0.3304	0.6242	0.3526	0.6276	0.7583	0.4279	0.5645	0.4596	0.6839
No log	35.0	245	8.2431	0.4562	0.7799	0.4802	0.3644	0.463	0.4961	0.0628	0.3322	0.6441	0.3649	0.6489	0.76	0.436	0.5867	0.4764	0.7016
No log	36.0	252	8.5019	0.429	0.7331	0.4598	0.3459	0.4476	0.4322	0.0571	0.3169	0.6219	0.3509	0.6283	0.6767	0.4144	0.5679	0.4436	0.6758
No log	37.0	259	7.9820	0.4524	0.7754	0.4807	0.2777	0.4628	0.4726	0.058	0.3259	0.6265	0.3474	0.6309	0.7533	0.4044	0.5708	0.5004	0.6823
No log	38.0	266	8.0403	0.4549	0.7909	0.4577	0.3218	0.4624	0.4728	0.0598	0.3298	0.6335	0.3211	0.6339	0.9083	0.4238	0.5653	0.486	0.7016
No log	39.0	273	8.1532	0.4515	0.773	0.4511	0.3083	0.4588	0.5598	0.0626	0.3176	0.6402	0.3474	0.6411	0.8817	0.4424	0.5756	0.4606	0.7048
No log	40.0	280	8.0719	0.4537	0.7552	0.4852	0.3832	0.462	0.5332	0.0587	0.3355	0.6421	0.3825	0.6429	0.8333	0.4305	0.5793	0.4769	0.7048
No log	41.0	287	7.9685	0.468	0.7938	0.4734	0.3693	0.4797	0.5135	0.0616	0.3375	0.6376	0.3702	0.6405	0.78	0.4202	0.5737	0.5157	0.7016
No log	42.0	294	8.0050	0.4629	0.7988	0.5071	0.2684	0.4794	0.4139	0.0577	0.3335	0.6342	0.3544	0.6346	0.875	0.4	0.5716	0.5258	0.6968
No log	43.0	301	8.1260	0.4676	0.787	0.524	0.348	0.476	0.4227	0.0588	0.323	0.6252	0.3702	0.6266	0.7983	0.416	0.565	0.5192	0.6855
No log	44.0	308	7.8874	0.4727	0.7923	0.4963	0.3376	0.4849	0.4969	0.0598	0.336	0.6331	0.3561	0.6392	0.7217	0.4345	0.5823	0.5109	0.6839
No log	45.0	315	8.0695	0.4783	0.811	0.5035	0.3515	0.4833	0.5307	0.0537	0.3288	0.6382	0.3526	0.6379	0.9067	0.4439	0.586	0.5126	0.6903
No log	46.0	322	7.9096	0.4349	0.7174	0.4868	0.3367	0.4478	0.3847	0.0599	0.3215	0.6128	0.3965	0.615	0.745	0.3974	0.5772	0.4725	0.6484
No log	47.0	329	8.0741	0.4368	0.7395	0.4625	0.3142	0.4476	0.4206	0.0592	0.338	0.6548	0.3684	0.6589	0.7783	0.3932	0.5822	0.4804	0.7274
No log	48.0	336	7.7745	0.4441	0.7542	0.4983	0.2764	0.4564	0.5087	0.056	0.3423	0.6492	0.3614	0.6512	0.855	0.4082	0.5856	0.4799	0.7129
No log	49.0	343	7.9281	0.4379	0.7546	0.4778	0.2948	0.446	0.5773	0.0519	0.3373	0.6391	0.3772	0.638	0.895	0.3956	0.5734	0.4801	0.7048
No log	50.0	350	7.9858	0.4905	0.8013	0.5805	0.3154	0.502	0.4967	0.0614	0.3389	0.6409	0.3789	0.6463	0.715	0.4304	0.5801	0.5505	0.7016
No log	51.0	357	7.9824	0.4742	0.8014	0.5235	0.3426	0.4795	0.5982	0.0576	0.3371	0.6353	0.3421	0.6359	0.8917	0.4168	0.5706	0.5316	0.7
No log	52.0	364	7.8482	0.4717	0.7715	0.5319	0.3604	0.4748	0.6307	0.0632	0.3419	0.6409	0.3596	0.6422	0.8833	0.4349	0.5851	0.5085	0.6968
No log	53.0	371	7.7790	0.4642	0.7802	0.5244	0.3455	0.4691	0.4907	0.0539	0.3392	0.6389	0.3456	0.6405	0.8517	0.4065	0.5697	0.5219	0.7081
No log	54.0	378	7.7689	0.4817	0.8116	0.5063	0.3871	0.4833	0.69	0.0537	0.3352	0.6367	0.386	0.6363	0.8733	0.4213	0.5815	0.542	0.6919
No log	55.0	385	8.1276	0.4885	0.8236	0.5242	0.3723	0.4969	0.3431	0.0572	0.3355	0.6327	0.3719	0.6371	0.7117	0.433	0.5687	0.5441	0.6968
No log	56.0	392	7.7912	0.4267	0.7085	0.4774	0.3433	0.4309	0.5979	0.0596	0.3397	0.6449	0.3561	0.6503	0.75	0.4269	0.5817	0.4266	0.7081
No log	57.0	399	7.6307	0.4726	0.7971	0.4983	0.3495	0.4752	0.8517	0.0512	0.3395	0.6219	0.3491	0.6219	0.8967	0.4492	0.5873	0.496	0.6565
No log	58.0	406	8.0879	0.4165	0.7002	0.4346	0.3658	0.4165	0.5663	0.0651	0.329	0.6325	0.4018	0.6329	0.82	0.4074	0.5812	0.4257	0.6839
No log	59.0	413	7.7312	0.488	0.8379	0.4956	0.321	0.4928	0.6152	0.0605	0.3331	0.6281	0.3491	0.6306	0.805	0.4275	0.5676	0.5485	0.6887
No log	60.0	420	7.8135	0.4566	0.7986	0.5062	0.3131	0.4628	0.5746	0.0601	0.3324	0.634	0.3789	0.633	0.8733	0.406	0.5681	0.5071	0.7
No log	61.0	427	7.7703	0.4747	0.8018	0.5111	0.3851	0.4789	0.5777	0.0578	0.3297	0.6384	0.386	0.6383	0.8717	0.4344	0.5849	0.515	0.6919
No log	62.0	434	8.0164	0.4492	0.7621	0.467	0.3832	0.4509	0.6193	0.0655	0.3273	0.6365	0.3842	0.6355	0.8783	0.4404	0.5762	0.458	0.6968
No log	63.0	441	7.4884	0.4707	0.7896	0.5059	0.3634	0.4749	0.659	0.0456	0.3212	0.6276	0.3649	0.6272	0.8967	0.424	0.5811	0.5175	0.6742
No log	64.0	448	7.9994	0.4796	0.827	0.4961	0.3264	0.4799	0.8448	0.0648	0.3339	0.621	0.3333	0.6199	0.9067	0.4208	0.5565	0.5383	0.6855
No log	65.0	455	7.6098	0.5226	0.8515	0.5703	0.3218	0.5293	0.7837	0.058	0.3441	0.6451	0.3193	0.6488	0.875	0.4738	0.5886	0.5715	0.7016
No log	66.0	462	7.8479	0.483	0.8095	0.5144	0.3713	0.488	0.5929	0.0544	0.3304	0.6327	0.3719	0.6309	0.9267	0.4488	0.5799	0.5172	0.6855
No log	67.0	469	7.5933	0.4814	0.7789	0.5627	0.3922	0.4931	0.7342	0.0605	0.3428	0.6446	0.4	0.6477	0.7683	0.4197	0.5876	0.5431	0.7016
No log	68.0	476	7.9022	0.4531	0.7826	0.4543	0.3772	0.4529	0.8007	0.0554	0.3353	0.6254	0.3789	0.6229	0.8967	0.4424	0.5701	0.4638	0.6806
No log	69.0	483	7.4765	0.4672	0.7772	0.4939	0.3493	0.4711	0.7174	0.0602	0.3434	0.6469	0.3895	0.6456	0.9033	0.4313	0.5841	0.5032	0.7097
No log	70.0	490	7.8799	0.415	0.7286	0.4286	0.2739	0.4299	0.6462	0.0521	0.3111	0.6025	0.3667	0.604	0.7767	0.4132	0.5647	0.4169	0.6403
No log	71.0	497	7.9602	0.3977	0.6932	0.4034	0.3323	0.4085	0.5173	0.0629	0.3114	0.6249	0.3842	0.6285	0.72	0.414	0.5692	0.3813	0.6806
14.7866	72.0	504	7.8070	0.4675	0.7962	0.4675	0.3406	0.4772	0.6905	0.0525	0.3323	0.6379	0.3404	0.6393	0.8733	0.4417	0.5726	0.4933	0.7032
14.7866	73.0	511	7.5019	0.4262	0.7395	0.4392	0.3263	0.4302	0.6331	0.0541	0.3415	0.6389	0.3719	0.6421	0.7733	0.4132	0.5745	0.4393	0.7032
14.7866	74.0	518	7.7707	0.4623	0.8025	0.4835	0.3178	0.4679	0.7923	0.0547	0.3241	0.6173	0.3281	0.618	0.8733	0.4318	0.5621	0.4928	0.6726
14.7866	75.0	525	8.1149	0.4628	0.7828	0.4872	0.3545	0.4687	0.4758	0.0558	0.3368	0.6332	0.3544	0.6325	0.8783	0.428	0.5584	0.4977	0.7081
14.7866	76.0	532	7.9582	0.4343	0.7563	0.4563	0.3406	0.4401	0.6983	0.0549	0.3426	0.6299	0.3772	0.6262	0.9217	0.4099	0.5533	0.4587	0.7065
14.7866	77.0	539	8.0162	0.4493	0.7943	0.4565	0.3061	0.4583	0.5174	0.0537	0.3269	0.6208	0.3807	0.6181	0.8733	0.396	0.5512	0.5025	0.6903
14.7866	78.0	546	7.7404	0.4622	0.7692	0.4809	0.3554	0.4658	0.6157	0.0576	0.324	0.6177	0.3561	0.6176	0.8633	0.4135	0.5644	0.511	0.671
14.7866	79.0	553	7.9053	0.4398	0.7517	0.4626	0.3723	0.4435	0.5446	0.0563	0.3367	0.6315	0.3737	0.6351	0.7367	0.4112	0.5711	0.4684	0.6919
14.7866	80.0	560	7.6390	0.4757	0.8116	0.5444	0.3543	0.4814	0.5662	0.0509	0.3324	0.6392	0.407	0.6377	0.85	0.4132	0.5785	0.5382	0.7
14.7866	81.0	567	8.0327	0.4736	0.8215	0.5214	0.3283	0.4814	0.4573	0.0588	0.3314	0.6249	0.3596	0.6271	0.7783	0.415	0.561	0.5321	0.6887
14.7866	82.0	574	7.5540	0.5021	0.8379	0.5414	0.3871	0.5052	0.655	0.0586	0.3345	0.6397	0.386	0.6392	0.9	0.4461	0.5939	0.558	0.6855
14.7866	83.0	581	7.8517	0.4878	0.805	0.5244	0.3564	0.4949	0.6348	0.0482	0.3325	0.6354	0.3561	0.6372	0.835	0.4428	0.5772	0.5328	0.6935
14.7866	84.0	588	7.8616	0.4662	0.7757	0.5122	0.3535	0.4716	0.6861	0.0528	0.3223	0.6268	0.3526	0.6256	0.9017	0.4268	0.5729	0.5056	0.6806
14.7866	85.0	595	8.0636	0.4485	0.7641	0.482	0.2946	0.454	0.6455	0.0639	0.3419	0.6419	0.3105	0.6461	0.8317	0.4114	0.5709	0.4855	0.7129
14.7866	86.0	602	7.8496	0.4624	0.8135	0.4686	0.3212	0.4716	0.6184	0.0505	0.3321	0.6296	0.3263	0.633	0.83	0.4272	0.5769	0.4977	0.6823
14.7866	87.0	609	7.9447	0.4538	0.7903	0.4841	0.266	0.466	0.6949	0.0587	0.3388	0.635	0.3579	0.6358	0.8683	0.4086	0.5748	0.499	0.6952
14.7866	88.0	616	7.5662	0.475	0.8301	0.4926	0.2655	0.4859	0.5465	0.0524	0.3411	0.6388	0.3368	0.6412	0.8517	0.4254	0.5759	0.5246	0.7016
14.7866	89.0	623	7.5835	0.4811	0.8431	0.5226	0.289	0.4896	0.5642	0.0484	0.3337	0.636	0.3351	0.6417	0.7583	0.4275	0.5801	0.5346	0.6919
14.7866	90.0	630	7.9831	0.4605	0.8097	0.4666	0.3473	0.467	0.5927	0.0487	0.3329	0.6325	0.3491	0.6315	0.905	0.4075	0.5634	0.5136	0.7016
14.7866	91.0	637	7.6449	0.4759	0.8046	0.5072	0.3932	0.4787	0.6811	0.05	0.3429	0.6452	0.4035	0.6439	0.8767	0.4241	0.5823	0.5277	0.7081
14.7866	92.0	644	7.8495	0.4172	0.724	0.4168	0.3762	0.424	0.4468	0.0497	0.3269	0.6414	0.3772	0.641	0.875	0.3961	0.5748	0.4382	0.7081
14.7866	93.0	651	7.7201	0.4351	0.7499	0.4634	0.2711	0.4491	0.6281	0.0497	0.3217	0.613	0.3439	0.6129	0.8767	0.3829	0.5679	0.4874	0.6581
14.7866	94.0	658	7.9703	0.4634	0.816	0.4845	0.2173	0.4744	0.6611	0.0576	0.3287	0.6322	0.2965	0.6352	0.8817	0.3904	0.5709	0.5364	0.6935
14.7866	95.0	665	7.8232	0.4682	0.7993	0.5041	0.2855	0.4717	0.6172	0.0558	0.3437	0.6538	0.3	0.6574	0.9	0.391	0.5787	0.5455	0.729
14.7866	96.0	672	8.3652	0.417	0.7128	0.4568	0.1925	0.4341	0.585	0.051	0.3183	0.6208	0.3193	0.622	0.8717	0.3551	0.5594	0.479	0.6823
14.7866	97.0	679	8.1366	0.4315	0.7706	0.426	0.3043	0.4404	0.4916	0.052	0.3158	0.6127	0.307	0.6176	0.7567	0.3982	0.556	0.4647	0.6694
14.7866	98.0	686	7.7278	0.4519	0.8073	0.4655	0.2317	0.4603	0.5718	0.0569	0.323	0.6236	0.3123	0.6266	0.8583	0.395	0.5778	0.5089	0.6694
14.7866	99.0	693	7.5220	0.4553	0.79	0.4774	0.3013	0.4609	0.6015	0.0592	0.3361	0.6325	0.3298	0.6372	0.7817	0.4203	0.573	0.4903	0.6919
14.7866	100.0	700	7.6323	0.4941	0.8498	0.5181	0.3451	0.5015	0.496	0.0609	0.3339	0.6374	0.3509	0.6399	0.8233	0.445	0.5812	0.5432	0.6935
14.7866	101.0	707	7.7471	0.4615	0.8037	0.4731	0.3526	0.4689	0.5061	0.0486	0.3249	0.6246	0.3789	0.6269	0.7783	0.4073	0.5782	0.5157	0.671
14.7866	102.0	714	7.7357	0.4683	0.8169	0.4953	0.3302	0.4761	0.5972	0.0495	0.3283	0.6276	0.3544	0.6295	0.825	0.4085	0.5729	0.5281	0.6823
14.7866	103.0	721	7.7765	0.4697	0.808	0.4897	0.3375	0.4747	0.5854	0.0538	0.3341	0.6306	0.3614	0.6312	0.8533	0.4113	0.5726	0.528	0.6887
14.7866	104.0	728	7.7859	0.4739	0.8137	0.5153	0.3247	0.4788	0.6298	0.048	0.3336	0.6354	0.3526	0.6357	0.8817	0.4089	0.574	0.5389	0.6968
14.7866	105.0	735	7.8233	0.4645	0.8067	0.4886	0.2979	0.4714	0.6252	0.0554	0.337	0.64	0.3456	0.6405	0.8917	0.4217	0.5783	0.5072	0.7016
14.7866	106.0	742	7.8865	0.455	0.7864	0.4741	0.2813	0.4631	0.5569	0.0568	0.3354	0.6313	0.3175	0.6327	0.89	0.4133	0.5722	0.4967	0.6903
14.7866	107.0	749	7.7362	0.4738	0.8122	0.4808	0.3011	0.4835	0.5425	0.0542	0.3457	0.6487	0.3228	0.6499	0.9133	0.4288	0.5748	0.5188	0.7226
14.7866	108.0	756	7.6795	0.4786	0.8163	0.4895	0.3029	0.4864	0.5666	0.0525	0.3406	0.6439	0.3281	0.6451	0.9033	0.4254	0.5748	0.5318	0.7129
14.7866	109.0	763	7.6881	0.483	0.8262	0.4955	0.2986	0.4904	0.5695	0.052	0.3357	0.6367	0.3158	0.6388	0.8817	0.4253	0.5717	0.5407	0.7016
14.7866	110.0	770	7.6885	0.4752	0.8084	0.4809	0.3133	0.4828	0.5804	0.0523	0.3325	0.6343	0.3404	0.6342	0.91	0.4232	0.5735	0.5272	0.6952
14.7866	111.0	777	7.6263	0.4773	0.809	0.4941	0.3046	0.4842	0.581	0.0534	0.3377	0.6348	0.3404	0.6347	0.9133	0.4265	0.5761	0.528	0.6935
14.7866	112.0	784	7.6746	0.4662	0.8009	0.476	0.2776	0.4744	0.5869	0.0557	0.3437	0.6363	0.3193	0.6382	0.885	0.4219	0.5742	0.5104	0.6984
14.7866	113.0	791	7.6790	0.4597	0.7811	0.4701	0.304	0.4665	0.5851	0.0561	0.3371	0.6342	0.3368	0.6342	0.91	0.4239	0.5732	0.4956	0.6952
14.7866	114.0	798	7.6458	0.4658	0.7909	0.4806	0.328	0.4725	0.6028	0.0566	0.3395	0.6363	0.3421	0.6371	0.8833	0.4244	0.5742	0.5072	0.6984
14.7866	115.0	805	7.6369	0.469	0.7888	0.4862	0.3158	0.4752	0.6893	0.0576	0.3381	0.6389	0.3368	0.6392	0.9133	0.4279	0.5778	0.5102	0.7
14.7866	116.0	812	7.6720	0.4645	0.7869	0.4876	0.3284	0.4699	0.654	0.0578	0.3319	0.6355	0.3491	0.6351	0.9117	0.4306	0.5775	0.4983	0.6935
14.7866	117.0	819	7.6542	0.4883	0.8156	0.5159	0.3392	0.4936	0.6739	0.058	0.3387	0.6417	0.3561	0.6412	0.91	0.4348	0.577	0.5419	0.7065
14.7866	118.0	826	7.6060	0.4919	0.8193	0.5265	0.3123	0.5006	0.6182	0.0543	0.3346	0.6343	0.3281	0.6386	0.8083	0.4367	0.5783	0.5471	0.6903
14.7866	119.0	833	7.6145	0.4958	0.8275	0.5269	0.3248	0.5003	0.6367	0.0563	0.3369	0.6347	0.3386	0.6374	0.8317	0.4407	0.5743	0.5509	0.6952
14.7866	120.0	840	7.5780	0.4946	0.8284	0.5261	0.3225	0.5001	0.6957	0.0595	0.3411	0.6418	0.3404	0.6431	0.88	0.4383	0.5754	0.5509	0.7081
14.7866	121.0	847	7.5938	0.4911	0.8262	0.5251	0.3276	0.4956	0.6922	0.057	0.3428	0.6387	0.3456	0.6397	0.8833	0.4342	0.579	0.5481	0.6984
14.7866	122.0	854	7.5647	0.4838	0.8141	0.5116	0.3061	0.4894	0.692	0.0525	0.3411	0.6368	0.3263	0.6388	0.8817	0.4366	0.5769	0.531	0.6968
14.7866	123.0	861	7.4954	0.4892	0.822	0.5174	0.3137	0.5004	0.6782	0.0514	0.3355	0.6305	0.3368	0.6314	0.8867	0.4411	0.5787	0.5373	0.6823
14.7866	124.0	868	7.5006	0.4987	0.8362	0.5342	0.326	0.5064	0.6888	0.0522	0.3386	0.6331	0.3456	0.633	0.9083	0.4392	0.5775	0.5583	0.6887
14.7866	125.0	875	7.4879	0.4975	0.8406	0.5248	0.3095	0.5043	0.7248	0.051	0.3427	0.6462	0.3316	0.647	0.925	0.4469	0.5891	0.5481	0.7032
14.7866	126.0	882	7.5737	0.4878	0.8208	0.5106	0.3168	0.4934	0.6283	0.0543	0.3397	0.639	0.3421	0.6395	0.905	0.4374	0.578	0.5381	0.7
14.7866	127.0	889	7.5824	0.486	0.8261	0.504	0.3358	0.4902	0.693	0.0519	0.3444	0.6434	0.3596	0.6425	0.9167	0.439	0.5803	0.5329	0.7065
14.7866	128.0	896	7.5689	0.49	0.8203	0.5151	0.3292	0.4945	0.6999	0.0495	0.3402	0.6433	0.3491	0.6426	0.92	0.4382	0.5769	0.5418	0.7097
14.7866	129.0	903	7.5441	0.4918	0.8296	0.5208	0.3317	0.4964	0.6975	0.0494	0.3434	0.6425	0.3491	0.6424	0.9083	0.4404	0.5769	0.5432	0.7081
14.7866	130.0	910	7.4540	0.4982	0.8395	0.5313	0.3471	0.5027	0.6176	0.0533	0.3443	0.6471	0.3614	0.6472	0.9083	0.4456	0.5862	0.5508	0.7081
14.7866	131.0	917	7.4770	0.4979	0.8412	0.5196	0.3381	0.5023	0.6781	0.054	0.344	0.6426	0.3596	0.6426	0.9067	0.4415	0.5836	0.5542	0.7016
14.7866	132.0	924	7.4660	0.4953	0.8395	0.5333	0.3246	0.5	0.6757	0.0555	0.3434	0.6414	0.3456	0.6423	0.89	0.4402	0.5812	0.5504	0.7016
14.7866	133.0	931	7.5502	0.4893	0.8278	0.5152	0.3353	0.4927	0.6665	0.0509	0.3423	0.6378	0.3491	0.6369	0.9233	0.4359	0.5788	0.5427	0.6968
14.7866	134.0	938	7.6008	0.4752	0.8077	0.5023	0.3496	0.478	0.5912	0.0577	0.3392	0.6383	0.3649	0.6366	0.92	0.4347	0.5766	0.5157	0.7
14.7866	135.0	945	7.5933	0.4733	0.8119	0.4994	0.3375	0.4771	0.6906	0.0516	0.3347	0.6285	0.3614	0.6277	0.89	0.4298	0.5748	0.5168	0.6823
14.7866	136.0	952	7.5630	0.4719	0.8075	0.4971	0.3344	0.4808	0.6775	0.0512	0.3332	0.6333	0.3614	0.6325	0.9083	0.4314	0.5795	0.5124	0.6871
14.7866	137.0	959	7.5111	0.4853	0.8199	0.5168	0.3253	0.4895	0.6969	0.0534	0.3385	0.6413	0.3404	0.6414	0.9183	0.4358	0.5825	0.5347	0.7
14.7866	138.0	966	7.5592	0.4866	0.8207	0.5164	0.3295	0.4941	0.6944	0.0499	0.3369	0.6407	0.3474	0.64	0.9267	0.4383	0.5814	0.535	0.7
14.7866	139.0	973	7.5062	0.49	0.8226	0.5149	0.324	0.5001	0.5998	0.0534	0.3411	0.6413	0.3544	0.6413	0.9117	0.4381	0.5843	0.5418	0.6984
14.7866	140.0	980	7.5755	0.494	0.8302	0.5328	0.3219	0.5029	0.6097	0.0524	0.3363	0.6388	0.3526	0.64	0.88	0.4383	0.5841	0.5497	0.6935
14.7866	141.0	987	7.6269	0.4935	0.8234	0.5295	0.3545	0.4966	0.686	0.053	0.3365	0.6388	0.3544	0.6396	0.88	0.439	0.5807	0.548	0.6968
14.7866	142.0	994	7.5795	0.494	0.83	0.5305	0.3155	0.4999	0.6561	0.0519	0.3333	0.6314	0.3228	0.6339	0.88	0.4413	0.5838	0.5467	0.679
9.4853	143.0	1001	7.5609	0.4938	0.8319	0.5333	0.3303	0.5007	0.5719	0.0538	0.3333	0.6375	0.3544	0.6385	0.8817	0.4408	0.5862	0.5468	0.6887
9.4853	144.0	1008	7.5901	0.4876	0.8274	0.5223	0.3186	0.4927	0.5924	0.0522	0.3349	0.6351	0.3404	0.6388	0.81	0.4372	0.5799	0.538	0.6903
9.4853	145.0	1015	7.6119	0.4976	0.8351	0.5425	0.3355	0.502	0.6784	0.0527	0.3368	0.638	0.3632	0.6367	0.9183	0.4368	0.5793	0.5585	0.6968
9.4853	146.0	1022	7.5943	0.4945	0.8275	0.5436	0.3128	0.4993	0.6529	0.0541	0.3439	0.6413	0.3509	0.64	0.9283	0.4311	0.5777	0.5579	0.7048
9.4853	147.0	1029	7.5990	0.485	0.814	0.5379	0.3082	0.4915	0.556	0.0509	0.3291	0.6446	0.3456	0.648	0.83	0.4351	0.5859	0.535	0.7032
9.4853	148.0	1036	7.6524	0.4851	0.8145	0.5262	0.3128	0.4914	0.5763	0.05	0.328	0.6326	0.3333	0.6343	0.88	0.4288	0.5798	0.5415	0.6855
9.4853	149.0	1043	7.7043	0.485	0.8183	0.52	0.3233	0.4923	0.5823	0.0533	0.3363	0.6355	0.3491	0.6347	0.915	0.4293	0.5742	0.5407	0.6968
9.4853	150.0	1050	7.6151	0.4863	0.8161	0.5283	0.3221	0.4932	0.5682	0.0549	0.3381	0.6386	0.3509	0.6383	0.91	0.4303	0.5772	0.5423	0.7
9.4853	151.0	1057	7.6428	0.495	0.8244	0.538	0.3491	0.4977	0.681	0.054	0.3388	0.6415	0.3561	0.6411	0.8933	0.4331	0.5734	0.5568	0.7097
9.4853	152.0	1064	7.6350	0.4936	0.8348	0.5326	0.3321	0.4976	0.6714	0.054	0.3368	0.6442	0.3421	0.6456	0.8817	0.432	0.5787	0.5552	0.7097
9.4853	153.0	1071	7.6167	0.493	0.8293	0.5314	0.3498	0.4969	0.6149	0.0539	0.3386	0.6444	0.3596	0.6439	0.91	0.4372	0.5791	0.5488	0.7097
9.4853	154.0	1078	7.6024	0.495	0.836	0.5247	0.3636	0.498	0.6152	0.0532	0.3391	0.6393	0.3737	0.6372	0.9183	0.4419	0.5754	0.5481	0.7032
9.4853	155.0	1085	7.6068	0.4937	0.8389	0.5197	0.3601	0.4977	0.6025	0.0533	0.3378	0.6346	0.3684	0.6335	0.905	0.4395	0.5772	0.5478	0.6919
9.4853	156.0	1092	7.6157	0.4946	0.8388	0.5311	0.3441	0.4994	0.6786	0.0525	0.3419	0.6389	0.3649	0.6375	0.9217	0.4402	0.5811	0.5489	0.6968
9.4853	157.0	1099	7.6714	0.4954	0.8376	0.5334	0.3212	0.5014	0.6777	0.0534	0.3436	0.6372	0.3368	0.6374	0.91	0.4396	0.5745	0.5512	0.7
9.4853	158.0	1106	7.6834	0.4935	0.8264	0.5324	0.3118	0.4991	0.659	0.0517	0.3343	0.6323	0.3439	0.6323	0.9033	0.4362	0.5743	0.5507	0.6903
9.4853	159.0	1113	7.7743	0.4851	0.8305	0.51	0.3203	0.4903	0.5955	0.0534	0.3345	0.6363	0.3351	0.6359	0.9133	0.4275	0.5677	0.5427	0.7048
9.4853	160.0	1120	7.7259	0.4958	0.8425	0.5336	0.3482	0.4994	0.6527	0.0522	0.3359	0.6355	0.3702	0.6338	0.9167	0.4382	0.5806	0.5533	0.6903
9.4853	161.0	1127	7.6237	0.4941	0.8409	0.5417	0.334	0.4994	0.5239	0.0521	0.334	0.6344	0.3526	0.6336	0.9167	0.4372	0.5785	0.5509	0.6903
9.4853	162.0	1134	7.6210	0.4932	0.834	0.5306	0.3363	0.499	0.5369	0.0537	0.3389	0.6392	0.3596	0.6396	0.88	0.4337	0.5783	0.5526	0.7
9.4853	163.0	1141	7.6291	0.5032	0.8431	0.5432	0.3522	0.5072	0.6003	0.0596	0.3387	0.6407	0.3737	0.6395	0.905	0.4389	0.5766	0.5675	0.7048
9.4853	164.0	1148	7.6978	0.5011	0.8442	0.5435	0.3527	0.5051	0.5971	0.053	0.3386	0.6376	0.3667	0.6372	0.8817	0.435	0.5751	0.5671	0.7
9.4853	165.0	1155	7.7234	0.4992	0.8437	0.535	0.3628	0.5031	0.5987	0.0539	0.3353	0.636	0.3684	0.6355	0.88	0.4356	0.5735	0.5627	0.6984
9.4853	166.0	1162	7.6382	0.5051	0.8447	0.5452	0.3736	0.507	0.6049	0.0538	0.341	0.6346	0.3842	0.6319	0.9167	0.4405	0.5756	0.5697	0.6935
9.4853	167.0	1169	7.6288	0.5019	0.8457	0.5362	0.3696	0.5031	0.6687	0.0526	0.3351	0.6365	0.3807	0.6349	0.9017	0.4415	0.5762	0.5623	0.6968
9.4853	168.0	1176	7.6368	0.4968	0.8359	0.5363	0.3756	0.4992	0.6572	0.0509	0.3357	0.6389	0.3877	0.6368	0.9083	0.4409	0.5778	0.5526	0.7
9.4853	169.0	1183	7.6609	0.5057	0.8468	0.5495	0.3605	0.5098	0.6593	0.0519	0.342	0.6351	0.3702	0.6338	0.9033	0.4444	0.575	0.567	0.6952
9.4853	170.0	1190	7.6470	0.5006	0.8439	0.5396	0.3671	0.5034	0.6623	0.0581	0.3373	0.6295	0.3877	0.627	0.905	0.4414	0.5735	0.5597	0.6855
9.4853	171.0	1197	7.6747	0.4963	0.8355	0.5409	0.3555	0.499	0.662	0.0533	0.3337	0.6328	0.3702	0.6312	0.9083	0.4379	0.5753	0.5548	0.6903
9.4853	172.0	1204	7.6919	0.4924	0.8339	0.5202	0.3543	0.4966	0.6535	0.0538	0.3367	0.6319	0.3684	0.6306	0.9067	0.4341	0.5767	0.5508	0.6871
9.4853	173.0	1211	7.6487	0.4899	0.8383	0.5222	0.3748	0.4932	0.5423	0.0546	0.3367	0.634	0.3877	0.632	0.905	0.4389	0.5793	0.5409	0.6887
9.4853	174.0	1218	7.5950	0.5013	0.8348	0.5316	0.3541	0.5081	0.6581	0.0509	0.3356	0.6407	0.3754	0.6396	0.9067	0.4426	0.5814	0.5601	0.7
9.4853	175.0	1225	7.6266	0.5028	0.8459	0.541	0.3571	0.5062	0.6441	0.0528	0.3419	0.6354	0.3667	0.6353	0.88	0.4378	0.5788	0.5679	0.6919
9.4853	176.0	1232	7.6456	0.5049	0.8432	0.5554	0.343	0.5097	0.6685	0.0531	0.3386	0.6413	0.3579	0.6412	0.905	0.4429	0.5795	0.567	0.7032
9.4853	177.0	1239	7.6836	0.5068	0.8424	0.5546	0.3542	0.5112	0.6569	0.0555	0.3351	0.6444	0.3684	0.6439	0.9067	0.4417	0.5839	0.572	0.7048
9.4853	178.0	1246	7.7513	0.4955	0.835	0.5318	0.3562	0.4992	0.5734	0.0545	0.3358	0.6302	0.3719	0.6285	0.8933	0.4314	0.5717	0.5596	0.6887
9.4853	179.0	1253	7.6991	0.502	0.8409	0.5464	0.3592	0.5076	0.5635	0.053	0.3382	0.6385	0.3719	0.6374	0.9033	0.4412	0.577	0.5629	0.7
9.4853	180.0	1260	7.6299	0.4962	0.8326	0.546	0.3463	0.5011	0.5746	0.0542	0.3349	0.6296	0.3561	0.6289	0.9067	0.4365	0.5785	0.556	0.6806
9.4853	181.0	1267	7.6125	0.4935	0.8301	0.541	0.3559	0.497	0.6502	0.0543	0.3354	0.6372	0.3649	0.6366	0.8933	0.4367	0.5793	0.5502	0.6952
9.4853	182.0	1274	7.6166	0.4849	0.8246	0.5099	0.3383	0.4897	0.5145	0.053	0.3316	0.6314	0.3596	0.632	0.8667	0.4389	0.5822	0.531	0.6806
9.4853	183.0	1281	7.6654	0.4936	0.8343	0.5395	0.3396	0.499	0.6423	0.0538	0.3307	0.6342	0.3561	0.6346	0.88	0.4367	0.578	0.5506	0.6903
9.4853	184.0	1288	7.7257	0.4954	0.8378	0.5369	0.3348	0.5012	0.6598	0.054	0.3386	0.631	0.3544	0.6308	0.88	0.4301	0.57	0.5607	0.6919
9.4853	185.0	1295	7.6561	0.4992	0.8436	0.5451	0.3515	0.5032	0.651	0.0535	0.3349	0.6398	0.3667	0.6397	0.8817	0.4365	0.5764	0.5619	0.7032
9.4853	186.0	1302	7.5799	0.495	0.8373	0.5317	0.3743	0.498	0.5794	0.0509	0.334	0.6388	0.3877	0.6377	0.8817	0.4385	0.5807	0.5515	0.6968
9.4853	187.0	1309	7.4587	0.4993	0.8275	0.5459	0.3697	0.5034	0.5747	0.0513	0.333	0.6484	0.3807	0.6489	0.8783	0.4469	0.5904	0.5517	0.7065
9.4853	188.0	1316	7.5465	0.4953	0.8281	0.5371	0.3743	0.4981	0.6537	0.0482	0.3315	0.64	0.3754	0.6395	0.8867	0.4443	0.5831	0.5462	0.6968
9.4853	189.0	1323	7.5514	0.4969	0.8316	0.5387	0.3522	0.5042	0.6576	0.0459	0.3367	0.6316	0.3632	0.6312	0.89	0.4416	0.5809	0.5522	0.6823
9.4853	190.0	1330	7.5456	0.4969	0.8379	0.5291	0.3535	0.5011	0.5732	0.0531	0.3365	0.6356	0.3649	0.636	0.8783	0.4393	0.5825	0.5544	0.6887
9.4853	191.0	1337	7.5529	0.5001	0.8347	0.5454	0.3578	0.5086	0.5675	0.0581	0.3364	0.6361	0.3684	0.6357	0.89	0.444	0.5835	0.5563	0.6887
9.4853	192.0	1344	7.5822	0.5004	0.8337	0.5408	0.3533	0.5079	0.6517	0.0466	0.3342	0.6392	0.3632	0.639	0.8883	0.4409	0.5785	0.5599	0.7
9.4853	193.0	1351	7.5676	0.4997	0.825	0.5477	0.3598	0.5078	0.6411	0.0586	0.3355	0.6454	0.3684	0.6461	0.8767	0.4431	0.5843	0.5563	0.7065
9.4853	194.0	1358	7.5185	0.5049	0.8356	0.5547	0.3703	0.5105	0.6777	0.0584	0.3367	0.6452	0.3825	0.6442	0.9083	0.4481	0.5888	0.5617	0.7016
9.4853	195.0	1365	7.5794	0.5078	0.8332	0.5605	0.3538	0.5131	0.6742	0.0595	0.3425	0.6479	0.3684	0.6485	0.88	0.4482	0.583	0.5675	0.7129
9.4853	196.0	1372	7.5699	0.5049	0.8534	0.5445	0.3451	0.5108	0.6407	0.0584	0.3372	0.6468	0.3614	0.6477	0.88	0.4458	0.5839	0.564	0.7097
9.4853	197.0	1379	7.6241	0.4994	0.8434	0.5422	0.3483	0.5057	0.6536	0.0529	0.3407	0.6398	0.3667	0.6397	0.8817	0.4405	0.5764	0.5584	0.7032
9.4853	198.0	1386	7.6145	0.5051	0.8404	0.5597	0.3447	0.511	0.6488	0.0539	0.3364	0.6433	0.3632	0.6432	0.895	0.4449	0.5849	0.5653	0.7016
9.4853	199.0	1393	7.5965	0.5069	0.8368	0.5581	0.3451	0.5115	0.6699	0.0534	0.3384	0.6429	0.3702	0.6428	0.89	0.4456	0.5859	0.5682	0.7
9.4853	200.0	1400	7.6668	0.5026	0.8524	0.5417	0.3556	0.5073	0.6382	0.0531	0.3422	0.6409	0.3702	0.6404	0.8883	0.4346	0.5787	0.5705	0.7032
9.4853	201.0	1407	7.6962	0.5033	0.836	0.5425	0.3582	0.5125	0.6478	0.052	0.3387	0.6327	0.3667	0.6323	0.88	0.4377	0.5751	0.569	0.6903
9.4853	202.0	1414	7.6250	0.5093	0.8413	0.5599	0.3467	0.5213	0.6501	0.0517	0.3371	0.6446	0.3561	0.6453	0.8833	0.4456	0.5811	0.5731	0.7081
9.4853	203.0	1421	7.6081	0.5113	0.8435	0.5534	0.3485	0.5208	0.6316	0.0528	0.3328	0.6403	0.3526	0.6407	0.89	0.4461	0.5806	0.5765	0.7
9.4853	204.0	1428	7.6188	0.5064	0.8399	0.5453	0.3624	0.5104	0.6678	0.0546	0.3395	0.6398	0.3702	0.6398	0.8833	0.444	0.5828	0.5689	0.6968
9.4853	205.0	1435	7.6110	0.5135	0.8488	0.5452	0.3689	0.5205	0.5843	0.0546	0.3369	0.6444	0.3754	0.6444	0.8817	0.4489	0.5839	0.5781	0.7048
9.4853	206.0	1442	7.6545	0.5078	0.8454	0.542	0.3564	0.5147	0.5989	0.058	0.3408	0.641	0.3561	0.6419	0.8817	0.4505	0.5836	0.5651	0.6984
9.4853	207.0	1449	7.6065	0.5108	0.842	0.5427	0.3438	0.5187	0.6589	0.0518	0.344	0.6447	0.3509	0.6462	0.8817	0.451	0.5862	0.5706	0.7032
9.4853	208.0	1456	7.6161	0.5096	0.845	0.5621	0.3679	0.5133	0.6566	0.0541	0.3378	0.6418	0.3825	0.6413	0.8883	0.4516	0.5884	0.5676	0.6952
9.4853	209.0	1463	7.6232	0.5044	0.8483	0.5411	0.3675	0.5076	0.654	0.053	0.3371	0.6384	0.3719	0.6382	0.88	0.45	0.5799	0.5588	0.6968
9.4853	210.0	1470	7.6749	0.5001	0.839	0.5443	0.3501	0.5094	0.5679	0.0534	0.3387	0.6316	0.3526	0.6312	0.9017	0.4418	0.5745	0.5584	0.6887
9.4853	211.0	1477	7.6759	0.496	0.8322	0.5451	0.3761	0.5039	0.6421	0.053	0.3402	0.6374	0.386	0.6353	0.9033	0.4384	0.5732	0.5536	0.7016
9.4853	212.0	1484	7.6705	0.4961	0.8303	0.5291	0.3667	0.5034	0.5805	0.0469	0.3379	0.6397	0.3737	0.6376	0.9183	0.4448	0.5761	0.5474	0.7032
9.4853	213.0	1491	7.6615	0.5002	0.8357	0.5413	0.3508	0.5088	0.575	0.0487	0.3363	0.6389	0.3649	0.639	0.8767	0.4433	0.5746	0.5572	0.7032
9.4853	214.0	1498	7.6442	0.5007	0.8363	0.5395	0.3651	0.5038	0.666	0.0491	0.342	0.6367	0.3719	0.6354	0.8933	0.4429	0.575	0.5586	0.6984
8.6700	215.0	1505	7.6043	0.5034	0.8443	0.5448	0.3641	0.5072	0.5931	0.0494	0.3445	0.6376	0.3684	0.6368	0.89	0.4446	0.5767	0.5623	0.6984
8.6700	216.0	1512	7.6193	0.5054	0.8476	0.5423	0.352	0.5097	0.6567	0.0485	0.3369	0.6328	0.3596	0.6329	0.8783	0.4457	0.5753	0.5651	0.6903
8.6700	217.0	1519	7.6164	0.5042	0.8411	0.5356	0.3501	0.5122	0.6615	0.0464	0.3383	0.6355	0.3579	0.6354	0.8917	0.4488	0.5807	0.5596	0.6903
8.6700	218.0	1526	7.5694	0.5076	0.8521	0.5354	0.3484	0.5115	0.6603	0.0517	0.3407	0.64	0.3526	0.6407	0.8883	0.4554	0.5833	0.5597	0.6968
8.6700	219.0	1533	7.5985	0.5082	0.8497	0.5407	0.3582	0.5173	0.6601	0.0494	0.3448	0.6363	0.3614	0.6362	0.8883	0.4538	0.5791	0.5626	0.6935
8.6700	220.0	1540	7.5942	0.5051	0.8357	0.5417	0.3386	0.515	0.6476	0.0494	0.344	0.6412	0.3439	0.6422	0.89	0.4544	0.5823	0.5559	0.7
8.6700	221.0	1547	7.6323	0.5027	0.8428	0.5418	0.3568	0.5114	0.6496	0.049	0.3424	0.6375	0.3614	0.6376	0.885	0.4471	0.5799	0.5582	0.6952
8.6700	222.0	1554	7.6559	0.5011	0.8333	0.5375	0.3565	0.5091	0.6422	0.0484	0.3416	0.6446	0.3632	0.6446	0.8867	0.4411	0.5778	0.561	0.7113
8.6700	223.0	1561	7.6556	0.4953	0.8307	0.5324	0.3342	0.5049	0.6574	0.0526	0.3368	0.6352	0.3456	0.6361	0.88	0.4421	0.5753	0.5485	0.6952
8.6700	224.0	1568	7.5784	0.5025	0.8451	0.5466	0.3603	0.5066	0.6333	0.0521	0.3387	0.6405	0.3667	0.6411	0.8767	0.45	0.5827	0.555	0.6984
8.6700	225.0	1575	7.5291	0.4972	0.8254	0.547	0.3417	0.5059	0.6519	0.0468	0.3357	0.6384	0.3474	0.6395	0.8817	0.45	0.5815	0.5444	0.6952
8.6700	226.0	1582	7.6000	0.4931	0.8229	0.5481	0.336	0.5038	0.5828	0.0469	0.3384	0.6322	0.3439	0.6324	0.9067	0.4467	0.579	0.5395	0.6855
8.6700	227.0	1589	7.5902	0.4837	0.8159	0.5187	0.3502	0.4943	0.5168	0.048	0.3362	0.6425	0.3561	0.6435	0.8783	0.446	0.5803	0.5215	0.7048
8.6700	228.0	1596	7.6028	0.4916	0.82	0.5267	0.3457	0.5026	0.5337	0.0475	0.3374	0.6442	0.3544	0.6454	0.875	0.4468	0.5803	0.5364	0.7081
8.6700	229.0	1603	7.6599	0.4997	0.8364	0.5478	0.3504	0.5097	0.5333	0.0507	0.335	0.6409	0.3632	0.6407	0.89	0.4431	0.5787	0.5564	0.7032
8.6700	230.0	1610	7.6295	0.5027	0.8335	0.5394	0.3404	0.5122	0.6367	0.0523	0.3397	0.6356	0.3509	0.6364	0.88	0.4441	0.5793	0.5613	0.6919
8.6700	231.0	1617	7.6129	0.4913	0.8276	0.5327	0.3338	0.5007	0.5756	0.0463	0.3333	0.635	0.3561	0.6359	0.8767	0.4435	0.5814	0.5391	0.6887
8.6700	232.0	1624	7.6377	0.4923	0.8488	0.5287	0.3358	0.4959	0.6752	0.0534	0.3346	0.6356	0.3702	0.6356	0.8783	0.4436	0.5809	0.5411	0.6903
8.6700	233.0	1631	7.5963	0.4974	0.8331	0.5418	0.3287	0.5077	0.6526	0.0517	0.3366	0.6336	0.3614	0.6338	0.8783	0.4389	0.5785	0.5558	0.6887
8.6700	234.0	1638	7.6845	0.4972	0.8314	0.5425	0.3533	0.5065	0.658	0.0528	0.3373	0.6351	0.3632	0.6343	0.9033	0.4391	0.5766	0.5553	0.6935
8.6700	235.0	1645	7.7049	0.4949	0.8312	0.5379	0.3471	0.5045	0.6532	0.0491	0.3336	0.6314	0.3649	0.6307	0.9033	0.4451	0.5806	0.5447	0.6823
8.6700	236.0	1652	7.6607	0.49	0.8276	0.538	0.3378	0.5008	0.6441	0.0478	0.336	0.6334	0.3632	0.633	0.9017	0.4486	0.5814	0.5314	0.6855
8.6700	237.0	1659	7.6662	0.4915	0.8352	0.5281	0.3398	0.502	0.6454	0.0517	0.3347	0.636	0.3544	0.6355	0.9033	0.4417	0.5721	0.5414	0.7
8.6700	238.0	1666	7.6306	0.4979	0.8422	0.5488	0.3551	0.5027	0.5707	0.0512	0.3362	0.6379	0.3649	0.637	0.9033	0.4412	0.5742	0.5546	0.7016
8.6700	239.0	1673	7.6499	0.5012	0.8543	0.5418	0.3541	0.5067	0.5362	0.0512	0.3353	0.6377	0.3719	0.6371	0.89	0.4483	0.5819	0.5542	0.6935
8.6700	240.0	1680	7.6514	0.4964	0.8422	0.5369	0.3273	0.5081	0.649	0.0563	0.3311	0.6286	0.3456	0.6297	0.8767	0.4496	0.5798	0.5431	0.6774
8.6700	241.0	1687	7.7045	0.4997	0.841	0.5449	0.3181	0.5118	0.6573	0.0501	0.3355	0.6315	0.3351	0.6335	0.875	0.451	0.5823	0.5485	0.6806
8.6700	242.0	1694	7.6905	0.4965	0.8339	0.5502	0.3218	0.5084	0.6506	0.0501	0.331	0.6301	0.3351	0.6318	0.8783	0.4497	0.5812	0.5433	0.679
8.6700	243.0	1701	7.7036	0.5005	0.8426	0.5485	0.3524	0.5063	0.5665	0.0465	0.3368	0.6331	0.3632	0.6329	0.8883	0.4499	0.5823	0.551	0.6839
8.6700	244.0	1708	7.7080	0.4935	0.8443	0.5324	0.3442	0.4989	0.5279	0.0461	0.3289	0.6335	0.3509	0.6344	0.88	0.4486	0.5815	0.5383	0.6855
8.6700	245.0	1715	7.6869	0.5013	0.8522	0.5422	0.337	0.5081	0.5615	0.0507	0.3352	0.6366	0.3456	0.6371	0.9	0.4481	0.578	0.5545	0.6952
8.6700	246.0	1722	7.6811	0.5015	0.8501	0.5469	0.337	0.5083	0.5616	0.049	0.3341	0.636	0.3456	0.637	0.88	0.4489	0.5769	0.5541	0.6952
8.6700	247.0	1729	7.6880	0.5045	0.8508	0.554	0.3238	0.5109	0.5346	0.053	0.3399	0.6364	0.3333	0.6381	0.88	0.4485	0.5777	0.5604	0.6952
8.6700	248.0	1736	7.7300	0.5011	0.8338	0.5572	0.3333	0.5126	0.5129	0.0578	0.3366	0.6314	0.3474	0.6322	0.88	0.4469	0.5774	0.5554	0.6855
8.6700	249.0	1743	7.7573	0.4948	0.8355	0.5395	0.3317	0.507	0.632	0.0476	0.329	0.625	0.3561	0.625	0.88	0.4463	0.5774	0.5432	0.6726
8.6700	250.0	1750	7.7245	0.4941	0.8373	0.5399	0.317	0.5056	0.6451	0.0501	0.3285	0.6253	0.3421	0.6253	0.895	0.4459	0.578	0.5423	0.6726
8.6700	251.0	1757	7.6414	0.5007	0.8355	0.5424	0.3153	0.5119	0.6465	0.0516	0.331	0.6252	0.3333	0.6258	0.8933	0.4433	0.5778	0.5581	0.6726
8.6700	252.0	1764	7.6614	0.5009	0.8373	0.5568	0.3372	0.5116	0.6592	0.0538	0.3305	0.6367	0.3439	0.6378	0.88	0.4481	0.5782	0.5537	0.6952
8.6700	253.0	1771	7.6279	0.5025	0.8346	0.5484	0.3471	0.5123	0.65	0.0541	0.3318	0.6345	0.3544	0.635	0.8867	0.4511	0.5835	0.554	0.6855
8.6700	254.0	1778	7.7273	0.5051	0.8438	0.5517	0.3387	0.5141	0.6303	0.0596	0.3328	0.6331	0.3509	0.6338	0.885	0.4491	0.5823	0.5611	0.6839
8.6700	255.0	1785	7.7602	0.4997	0.8353	0.5375	0.3409	0.5077	0.6631	0.0563	0.3315	0.6333	0.3509	0.6334	0.8917	0.4508	0.5795	0.5486	0.6871
8.6700	256.0	1792	7.6798	0.5059	0.8361	0.5573	0.3523	0.5157	0.6588	0.0584	0.333	0.6317	0.3596	0.6312	0.9083	0.452	0.5828	0.5599	0.6806
8.6700	257.0	1799	7.6973	0.5051	0.8405	0.5486	0.3408	0.5154	0.5774	0.0469	0.3314	0.6316	0.3491	0.6309	0.9233	0.4491	0.5857	0.561	0.6774
8.6700	258.0	1806	7.6328	0.4955	0.8395	0.5371	0.3339	0.5061	0.4762	0.0509	0.3327	0.6272	0.3404	0.6279	0.8833	0.4428	0.5769	0.5481	0.6774
8.6700	259.0	1813	7.6559	0.4987	0.8353	0.5498	0.3554	0.5092	0.4982	0.0498	0.3333	0.6309	0.3632	0.6301	0.905	0.4454	0.5796	0.5521	0.6823
8.6700	260.0	1820	7.7801	0.4982	0.841	0.5417	0.3322	0.5091	0.5322	0.0541	0.333	0.6293	0.3421	0.6295	0.8917	0.4438	0.5762	0.5526	0.6823
8.6700	261.0	1827	7.6417	0.5027	0.8357	0.5518	0.3242	0.5137	0.6488	0.0503	0.328	0.631	0.3316	0.632	0.905	0.45	0.5814	0.5554	0.6806
8.6700	262.0	1834	7.6264	0.501	0.8403	0.5544	0.333	0.5103	0.619	0.0505	0.3287	0.6284	0.3439	0.6294	0.88	0.4477	0.5809	0.5543	0.6758
8.6700	263.0	1841	7.6449	0.4998	0.8468	0.5518	0.3172	0.5113	0.6108	0.0546	0.331	0.63	0.3228	0.6325	0.865	0.4464	0.5795	0.5532	0.6806
8.6700	264.0	1848	7.6388	0.5005	0.8459	0.5497	0.3183	0.5118	0.658	0.0582	0.3298	0.6397	0.3246	0.6419	0.8817	0.4486	0.5778	0.5525	0.7016
8.6700	265.0	1855	7.6735	0.5028	0.847	0.5592	0.3081	0.5126	0.6229	0.0534	0.3288	0.6362	0.3263	0.637	0.9133	0.4477	0.5788	0.5578	0.6935
8.6700	266.0	1862	7.6854	0.502	0.839	0.5492	0.3227	0.5112	0.6188	0.0587	0.3329	0.6339	0.3263	0.6358	0.8833	0.4475	0.5791	0.5565	0.6887
8.6700	267.0	1869	7.6916	0.4978	0.8339	0.5386	0.3097	0.5081	0.6362	0.058	0.3295	0.634	0.3158	0.6368	0.88	0.4447	0.5825	0.5509	0.6855
8.6700	268.0	1876	7.6148	0.4997	0.837	0.539	0.3322	0.5108	0.5299	0.0514	0.3325	0.6302	0.3386	0.6319	0.875	0.4495	0.5814	0.5499	0.679
8.6700	269.0	1883	7.6141	0.5104	0.8486	0.5601	0.3064	0.5218	0.6444	0.0492	0.3324	0.6419	0.3175	0.6453	0.8783	0.4555	0.587	0.5653	0.6968
8.6700	270.0	1890	7.6425	0.5073	0.8646	0.5545	0.3203	0.5134	0.5332	0.0541	0.33	0.6361	0.3263	0.6376	0.8933	0.4482	0.5803	0.5664	0.6919
8.6700	271.0	1897	7.6578	0.4999	0.8434	0.5421	0.3156	0.5063	0.6503	0.0532	0.3345	0.6377	0.3193	0.64	0.8883	0.4468	0.5819	0.5531	0.6935
8.6700	272.0	1904	7.6168	0.5041	0.8592	0.5416	0.312	0.5121	0.6397	0.0573	0.3306	0.6354	0.3246	0.6384	0.875	0.4509	0.587	0.5573	0.6839
8.6700	273.0	1911	7.7067	0.4998	0.849	0.5274	0.3215	0.5057	0.6404	0.0501	0.3345	0.6323	0.3333	0.6336	0.8783	0.439	0.5727	0.5606	0.6919
8.6700	274.0	1918	7.6641	0.4952	0.8544	0.5257	0.307	0.5025	0.5779	0.0492	0.3305	0.6359	0.3158	0.6377	0.9033	0.4368	0.5767	0.5536	0.6952
8.6700	275.0	1925	7.5850	0.4998	0.8543	0.5338	0.3027	0.5079	0.6427	0.0484	0.3247	0.6327	0.3193	0.6346	0.9033	0.4479	0.5831	0.5518	0.6823
8.6700	276.0	1932	7.5866	0.5108	0.8639	0.549	0.3226	0.5177	0.5523	0.0517	0.3345	0.6437	0.3404	0.6449	0.905	0.454	0.5857	0.5676	0.7016
8.6700	277.0	1939	7.6474	0.5045	0.8618	0.5446	0.299	0.5126	0.5808	0.0486	0.3315	0.6393	0.3088	0.6419	0.905	0.4494	0.5835	0.5596	0.6952
8.6700	278.0	1946	7.6585	0.5064	0.8478	0.5498	0.3047	0.5186	0.6613	0.051	0.3375	0.636	0.3246	0.6384	0.88	0.4467	0.5817	0.5661	0.6903
8.6700	279.0	1953	7.6387	0.5035	0.8413	0.5529	0.3059	0.5166	0.6637	0.0503	0.3328	0.6355	0.3193	0.6381	0.88	0.4493	0.5807	0.5577	0.6903
8.6700	280.0	1960	7.5720	0.5072	0.8501	0.5513	0.3407	0.5133	0.646	0.0501	0.3361	0.6429	0.3491	0.6443	0.88	0.4537	0.5841	0.5607	0.7016
8.6700	281.0	1967	7.6037	0.5025	0.8531	0.5478	0.3418	0.5073	0.6468	0.0482	0.3388	0.6373	0.3491	0.6384	0.8783	0.4529	0.5795	0.5522	0.6952
8.6700	282.0	1974	7.6304	0.4932	0.8328	0.5422	0.3147	0.4994	0.5313	0.0521	0.3342	0.6323	0.3228	0.6345	0.8783	0.4477	0.5775	0.5386	0.6871
8.6700	283.0	1981	7.6593	0.5025	0.8421	0.5464	0.3132	0.5148	0.5708	0.0471	0.3368	0.6324	0.3158	0.6351	0.8767	0.4496	0.5777	0.5554	0.6871
8.6700	284.0	1988	7.6820	0.495	0.8411	0.5297	0.3408	0.5051	0.616	0.047	0.3311	0.6267	0.3491	0.6269	0.8817	0.441	0.5743	0.549	0.679
8.6700	285.0	1995	7.5813	0.5001	0.8492	0.5333	0.3368	0.5063	0.623	0.0469	0.3321	0.633	0.3509	0.6338	0.88	0.4492	0.579	0.5509	0.6871
8.3462	286.0	2002	7.5508	0.5042	0.8506	0.5459	0.3294	0.5102	0.6171	0.0441	0.3366	0.6355	0.3386	0.6371	0.8783	0.45	0.5806	0.5584	0.6903
8.3462	287.0	2009	7.6251	0.4975	0.834	0.5319	0.3415	0.5027	0.5403	0.0567	0.3342	0.6258	0.3439	0.6266	0.8767	0.4474	0.5758	0.5476	0.6758
8.3462	288.0	2016	7.7176	0.4978	0.8314	0.5375	0.3117	0.5036	0.5678	0.0545	0.3284	0.6312	0.3175	0.633	0.8933	0.4514	0.5817	0.5442	0.6806
8.3462	289.0	2023	7.7067	0.4945	0.8329	0.5239	0.3263	0.5044	0.5353	0.0557	0.3341	0.6318	0.3333	0.6363	0.7983	0.4466	0.5782	0.5424	0.6855
8.3462	290.0	2030	7.6034	0.5094	0.8436	0.554	0.3295	0.5186	0.631	0.052	0.337	0.6416	0.3333	0.6428	0.9117	0.4545	0.5849	0.5643	0.6984
8.3462	291.0	2037	7.6576	0.4984	0.8413	0.532	0.3267	0.5051	0.5589	0.0575	0.3362	0.648	0.3351	0.6504	0.8733	0.444	0.5798	0.5529	0.7161
8.3462	292.0	2044	7.6468	0.4948	0.8373	0.5102	0.3277	0.5061	0.6273	0.0565	0.3355	0.6335	0.3386	0.6342	0.885	0.4373	0.5734	0.5524	0.6935
8.3462	293.0	2051	7.6639	0.4827	0.8275	0.5062	0.323	0.4941	0.5506	0.0499	0.3281	0.6305	0.3316	0.6343	0.8083	0.439	0.5756	0.5265	0.6855
8.3462	294.0	2058	7.6987	0.4904	0.8292	0.5285	0.3159	0.5046	0.6066	0.0427	0.3333	0.6378	0.3298	0.6398	0.88	0.44	0.5788	0.5408	0.6968
8.3462	295.0	2065	7.6498	0.4937	0.8298	0.5347	0.3099	0.5065	0.6095	0.0534	0.3303	0.6312	0.3211	0.6331	0.8867	0.4481	0.5801	0.5393	0.6823
8.3462	296.0	2072	7.6298	0.5028	0.8362	0.5447	0.3349	0.5106	0.5445	0.0532	0.3308	0.638	0.3474	0.6394	0.8633	0.4497	0.5791	0.5559	0.6968
8.3462	297.0	2079	7.6582	0.4953	0.8348	0.5319	0.322	0.5026	0.6298	0.0513	0.3351	0.6297	0.3316	0.6312	0.88	0.4473	0.5756	0.5433	0.6839
8.3462	298.0	2086	7.6392	0.4979	0.8357	0.5201	0.3333	0.5062	0.6336	0.0553	0.3391	0.6326	0.3421	0.6337	0.8783	0.4514	0.5764	0.5443	0.6887
8.3462	299.0	2093	7.6419	0.4938	0.8523	0.5117	0.3063	0.4996	0.6491	0.0472	0.337	0.6302	0.3123	0.6327	0.88	0.4504	0.5766	0.5371	0.6839
8.3462	300.0	2100	7.6682	0.4901	0.8337	0.5087	0.3274	0.4992	0.6475	0.0492	0.3295	0.6364	0.3351	0.6374	0.8933	0.4482	0.5793	0.5319	0.6935

Framework versions

• Transformers 5.3.0
• Pytorch 2.10.0+cu128
• Datasets 4.6.1
• Tokenizers 0.22.2