maze_replicate_10

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

• Loss: 1.0090
• Accuracy: 0.0

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: 0.001
• train_batch_size: 32
• eval_batch_size: 128
• seed: 7658372
• gradient_accumulation_steps: 2
• total_train_batch_size: 64
• optimizer: Use OptimizerNames.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	Accuracy
No log	0	0	1.9286	0.0
3.51	0.0006	10	1.6689	0.0
3.3184	0.0013	20	1.5924	0.0
3.1908	0.0019	30	1.5686	0.0
3.1601	0.0026	40	1.5544	0.0
3.109	0.0032	50	1.5484	0.0
3.1299	0.0038	60	1.5424	0.0
3.1276	0.0045	70	1.5372	0.0
3.1238	0.0051	80	1.5597	0.0
2.9907	0.0058	90	1.5305	0.0
2.9569	0.0064	100	1.5091	0.0
2.9206	0.0070	110	1.4856	0.0
2.9416	0.0077	120	1.4900	0.0
2.9131	0.0083	130	1.4887	0.0
2.9194	0.0090	140	1.4835	0.0
2.9275	0.0096	150	1.4856	0.0
2.8938	0.0102	160	1.4810	0.0
2.9203	0.0109	170	1.4897	0.0
2.8518	0.0115	180	1.4861	0.0
2.8812	0.0122	190	1.4780	0.0
2.9012	0.0128	200	1.4856	0.0
2.8425	0.0134	210	1.4861	0.0
2.8921	0.0141	220	1.4779	0.0
2.8752	0.0147	230	1.4759	0.0
2.8503	0.0154	240	1.4770	0.0
2.8315	0.016	250	1.4667	0.0
2.8015	0.0166	260	1.4526	0.0
2.7387	0.0173	270	1.4555	0.0
2.7492	0.0179	280	1.4478	0.0
2.7169	0.0186	290	1.4191	0.0
2.6082	0.0192	300	1.4241	0.0
2.6487	0.0198	310	1.4074	0.0
2.6106	0.0205	320	1.3966	0.0
2.6047	0.0211	330	1.4057	0.0
2.5347	0.0218	340	1.4191	0.0
2.3801	0.0224	350	1.4114	0.0
2.5142	0.0230	360	1.3871	0.0
2.5603	0.0237	370	1.3975	0.0
2.5661	0.0243	380	1.3850	0.0
2.5277	0.0250	390	1.3915	0.0
2.4854	0.0256	400	1.4121	0.0
2.4862	0.0262	410	1.3791	0.0
2.5166	0.0269	420	1.3853	0.0
2.4135	0.0275	430	1.3908	0.0
2.5206	0.0282	440	1.3774	0.0
2.5262	0.0288	450	1.3875	0.0
2.5193	0.0294	460	1.3811	0.0
2.4734	0.0301	470	1.3803	0.0
2.3892	0.0307	480	1.3799	0.0
2.4298	0.0314	490	1.3793	0.0
2.4452	0.032	500	1.3684	0.0
2.4019	0.0326	510	1.3773	0.0
2.4562	0.0333	520	1.3769	0.0
2.4683	0.0339	530	1.3839	0.0
2.4075	0.0346	540	1.3735	0.0
2.4729	0.0352	550	1.3699	0.0
2.4029	0.0358	560	1.3818	0.0
2.4171	0.0365	570	1.3688	0.0
2.4104	0.0371	580	1.3676	0.0
2.4142	0.0378	590	1.3726	0.0
2.4279	0.0384	600	1.3748	0.0
2.4239	0.0390	610	1.3734	0.0
2.4075	0.0397	620	1.3805	0.0
2.4263	0.0403	630	1.3662	0.0
2.4487	0.0410	640	1.3659	0.0
2.4193	0.0416	650	1.3722	0.0
2.4037	0.0422	660	1.3781	0.0
2.4694	0.0429	670	1.3765	0.0
2.3752	0.0435	680	1.3690	0.0
2.4929	0.0442	690	1.3688	0.0
2.4086	0.0448	700	1.3785	0.0
2.3952	0.0454	710	1.3733	0.0
2.4578	0.0461	720	1.3727	0.0
2.4353	0.0467	730	1.3695	0.0
2.4776	0.0474	740	1.3729	0.0
2.4249	0.048	750	1.3651	0.0
2.4263	0.0486	760	1.3820	0.0
2.4489	0.0493	770	1.3640	0.0
2.3478	0.0499	780	1.3804	0.0
2.3781	0.0506	790	1.3795	0.0
2.3488	0.0512	800	1.3642	0.0
2.4286	0.0518	810	1.3718	0.0
2.2907	0.0525	820	1.3701	0.0
2.3978	0.0531	830	1.3627	0.0
2.4545	0.0538	840	1.3646	0.0
2.3022	0.0544	850	1.3680	0.0
2.43	0.0550	860	1.3614	0.0
2.4398	0.0557	870	1.3646	0.0
2.3933	0.0563	880	1.3751	0.0
2.3165	0.0570	890	1.3732	0.0
2.455	0.0576	900	1.3670	0.0
2.4559	0.0582	910	1.3708	0.0
2.3977	0.0589	920	1.3726	0.0
2.4993	0.0595	930	1.3604	0.0
2.4668	0.0602	940	1.3682	0.0
2.3594	0.0608	950	1.3736	0.0
2.3655	0.0614	960	1.3789	0.0
2.401	0.0621	970	1.3768	0.0
2.3252	0.0627	980	1.3693	0.0
2.3995	0.0634	990	1.3596	0.0
2.3641	0.064	1000	1.3584	0.0
2.323	0.0646	1010	1.3568	0.0
2.4514	0.0653	1020	1.3642	0.0
2.3926	0.0659	1030	1.3660	0.0
2.4471	0.0666	1040	1.3601	0.0
2.4221	0.0672	1050	1.3659	0.0
2.447	0.0678	1060	1.3594	0.0
2.4443	0.0685	1070	1.3649	0.0
2.4071	0.0691	1080	1.3635	0.0
2.3511	0.0698	1090	1.3670	0.0
2.4182	0.0704	1100	1.3583	0.0
2.3893	0.0710	1110	1.3621	0.0
2.3961	0.0717	1120	1.3789	0.0
2.3924	0.0723	1130	1.3651	0.0
2.4045	0.0730	1140	1.3614	0.0
2.4844	0.0736	1150	1.3646	0.0
2.3797	0.0742	1160	1.3625	0.0
2.4409	0.0749	1170	1.3640	0.0
2.3991	0.0755	1180	1.3691	0.0
2.4473	0.0762	1190	1.3638	0.0
2.4247	0.0768	1200	1.3563	0.0
2.351	0.0774	1210	1.3719	0.0
2.4779	0.0781	1220	1.3517	0.0
2.2255	0.0787	1230	1.3555	0.0
2.3772	0.0794	1240	1.3440	0.0
2.3161	0.08	1250	1.3394	0.0
2.3387	0.0806	1260	1.3352	0.0
2.3198	0.0813	1270	1.3403	0.0
2.2561	0.0819	1280	1.3431	0.0
2.4098	0.0826	1290	1.3315	0.0
2.336	0.0832	1300	1.3269	0.0
2.2723	0.0838	1310	1.3415	0.0
2.2826	0.0845	1320	1.3385	0.0
2.2267	0.0851	1330	1.3361	0.0
2.3371	0.0858	1340	1.3244	0.0
2.3033	0.0864	1350	1.3247	0.0
2.4412	0.0870	1360	1.3271	0.0
2.3156	0.0877	1370	1.3184	0.0
2.1966	0.0883	1380	1.3288	0.0
2.2538	0.0890	1390	1.3295	0.0
2.2586	0.0896	1400	1.3278	0.0
2.3532	0.0902	1410	1.3312	0.0
2.307	0.0909	1420	1.3505	0.0
2.3673	0.0915	1430	1.3391	0.0
2.2906	0.0922	1440	1.3219	0.0
2.2833	0.0928	1450	1.3284	0.0
2.2924	0.0934	1460	1.3325	0.0
2.393	0.0941	1470	1.3358	0.0
2.2302	0.0947	1480	1.3316	0.0
2.3227	0.0954	1490	1.3181	0.0
2.3522	0.096	1500	1.3238	0.0
2.2581	0.0966	1510	1.3349	0.0
2.2489	0.0973	1520	1.3237	0.0
2.2628	0.0979	1530	1.3161	0.0
2.33	0.0986	1540	1.3355	0.0
2.2605	0.0992	1550	1.3263	0.0
2.346	0.0998	1560	1.3250	0.0
2.2405	0.1005	1570	1.3290	0.0
2.247	0.1011	1580	1.3188	0.0
2.1511	0.1018	1590	1.3199	0.0
2.2229	0.1024	1600	1.3139	0.0
2.2832	0.1030	1610	1.3254	0.0
2.2408	0.1037	1620	1.3130	0.0
2.2395	0.1043	1630	1.3105	0.0
2.2885	0.1050	1640	1.3089	0.0
2.2692	0.1056	1650	1.3105	0.0
2.2406	0.1062	1660	1.3225	0.0
2.2654	0.1069	1670	1.3223	0.0
2.209	0.1075	1680	1.3080	0.0
2.2977	0.1082	1690	1.3109	0.0
2.2653	0.1088	1700	1.3203	0.0
2.2687	0.1094	1710	1.3127	0.0
2.39	0.1101	1720	1.3190	0.0
2.207	0.1107	1730	1.3101	0.0
2.2648	0.1114	1740	1.3066	0.0
2.1522	0.112	1750	1.3325	0.0
2.2197	0.1126	1760	1.3168	0.0
2.2694	0.1133	1770	1.3269	0.0
2.2555	0.1139	1780	1.3098	0.0
2.2777	0.1146	1790	1.3173	0.0
2.255	0.1152	1800	1.3168	0.0
2.314	0.1158	1810	1.3087	0.0
2.2454	0.1165	1820	1.3131	0.0
2.211	0.1171	1830	1.3147	0.0
2.1432	0.1178	1840	1.3001	0.0
2.1917	0.1184	1850	1.3335	0.0
2.2338	0.1190	1860	1.3011	0.0
2.2609	0.1197	1870	1.2972	0.0
2.2734	0.1203	1880	1.3236	0.0
2.1737	0.1210	1890	1.3047	0.0
2.269	0.1216	1900	1.2965	0.0
2.2364	0.1222	1910	1.3158	0.0
2.214	0.1229	1920	1.3083	0.0
2.2083	0.1235	1930	1.3045	0.0
2.2505	0.1242	1940	1.3138	0.0
2.2011	0.1248	1950	1.3292	0.0
2.195	0.1254	1960	1.3024	0.0
2.1847	0.1261	1970	1.3062	0.0
2.1983	0.1267	1980	1.3132	0.0
2.1365	0.1274	1990	1.2992	0.0
2.2415	0.128	2000	1.2949	0.0
2.2382	0.1286	2010	1.3048	0.0
2.1463	0.1293	2020	1.2953	0.0
2.2216	0.1299	2030	1.3136	0.0
2.1975	0.1306	2040	1.3168	0.0
2.0731	0.1312	2050	1.3084	0.0
2.2124	0.1318	2060	1.2990	0.0
2.1656	0.1325	2070	1.3001	0.0
2.1042	0.1331	2080	1.3089	0.0
2.2401	0.1338	2090	1.2956	0.0
2.2323	0.1344	2100	1.2944	0.0
2.2483	0.1350	2110	1.2959	0.0
2.2539	0.1357	2120	1.3030	0.0
2.1582	0.1363	2130	1.3281	0.0
2.1761	0.1370	2140	1.2973	0.0
2.2548	0.1376	2150	1.3028	0.0
2.1982	0.1382	2160	1.2830	0.0
2.2965	0.1389	2170	1.2983	0.0
2.179	0.1395	2180	1.3054	0.0
2.2025	0.1402	2190	1.3010	0.0
2.1228	0.1408	2200	1.3091	0.0
2.1786	0.1414	2210	1.2850	0.0
2.2036	0.1421	2220	1.2891	0.0
2.041	0.1427	2230	1.2966	0.0
2.1893	0.1434	2240	1.2929	0.0
2.215	0.144	2250	1.2884	0.0
2.2443	0.1446	2260	1.3054	0.0
2.2401	0.1453	2270	1.2916	0.0
2.2104	0.1459	2280	1.3083	0.0
2.199	0.1466	2290	1.3108	0.0
2.1769	0.1472	2300	1.3009	0.0
2.2121	0.1478	2310	1.3007	0.0
2.2268	0.1485	2320	1.3120	0.0
2.194	0.1491	2330	1.3125	0.0
2.2905	0.1498	2340	1.2981	0.0
2.2887	0.1504	2350	1.3078	0.0
2.2019	0.1510	2360	1.3066	0.0
2.2184	0.1517	2370	1.2911	0.0
2.2348	0.1523	2380	1.2860	0.0
2.2039	0.1530	2390	1.3042	0.0
2.213	0.1536	2400	1.2989	0.0
2.1388	0.1542	2410	1.2954	0.0
2.1186	0.1549	2420	1.2944	0.0
2.2325	0.1555	2430	1.2778	0.0
2.2177	0.1562	2440	1.2867	0.0
2.1668	0.1568	2450	1.2807	0.0
2.1637	0.1574	2460	1.3168	0.0
2.1961	0.1581	2470	1.3037	0.0
2.1471	0.1587	2480	1.3032	0.0
2.1854	0.1594	2490	1.2970	0.0
2.2562	0.16	2500	1.2961	0.0
2.1747	0.1606	2510	1.3128	0.0
2.1988	0.1613	2520	1.3060	0.0
2.1643	0.1619	2530	1.3010	0.0
2.1784	0.1626	2540	1.2849	0.0
2.1052	0.1632	2550	1.2880	0.0
2.2051	0.1638	2560	1.2986	0.0
2.2199	0.1645	2570	1.2808	0.0
2.1921	0.1651	2580	1.2936	0.0
2.2139	0.1658	2590	1.2915	0.0
2.1666	0.1664	2600	1.2965	0.0
2.1873	0.1670	2610	1.2892	0.0
2.228	0.1677	2620	1.3048	0.0
2.189	0.1683	2630	1.2931	0.0
2.21	0.1690	2640	1.2928	0.0
2.1963	0.1696	2650	1.3085	0.0
2.1632	0.1702	2660	1.2949	0.0
2.0576	0.1709	2670	1.3007	0.0
2.2452	0.1715	2680	1.2853	0.0
2.1691	0.1722	2690	1.2901	0.0
2.164	0.1728	2700	1.2798	0.0
2.177	0.1734	2710	1.2899	0.0
2.1888	0.1741	2720	1.2902	0.0
2.2481	0.1747	2730	1.2831	0.0
2.1897	0.1754	2740	1.2872	0.0
2.1485	0.176	2750	1.2947	0.0
2.1856	0.1766	2760	1.2862	0.0
2.1721	0.1773	2770	1.2942	0.0
2.2091	0.1779	2780	1.2975	0.0
2.1433	0.1786	2790	1.2753	0.0
2.2328	0.1792	2800	1.2785	0.0
2.148	0.1798	2810	1.3310	0.0
2.2321	0.1805	2820	1.2838	0.0
2.1838	0.1811	2830	1.2786	0.0
2.134	0.1818	2840	1.2905	0.0
2.1662	0.1824	2850	1.2913	0.0
2.2329	0.1830	2860	1.2993	0.0
2.2174	0.1837	2870	1.2932	0.0
2.1806	0.1843	2880	1.2999	0.0
2.1757	0.1850	2890	1.2869	0.0
2.1864	0.1856	2900	1.2945	0.0
2.1329	0.1862	2910	1.3105	0.0
2.2736	0.1869	2920	1.2730	0.0
2.1761	0.1875	2930	1.3011	0.0
2.1559	0.1882	2940	1.2786	0.0
2.1401	0.1888	2950	1.2860	0.0
2.2375	0.1894	2960	1.2752	0.0
2.2325	0.1901	2970	1.2832	0.0
2.1802	0.1907	2980	1.2979	0.0
2.2004	0.1914	2990	1.2857	0.0
2.1301	0.192	3000	1.2777	0.0
2.1782	0.1926	3010	1.2953	0.0
2.1516	0.1933	3020	1.2953	0.0
2.26	0.1939	3030	1.2910	0.0
2.176	0.1946	3040	1.2881	0.0
2.1453	0.1952	3050	1.3006	0.0
2.2043	0.1958	3060	1.2916	0.0
2.0931	0.1965	3070	1.2913	0.0
2.2051	0.1971	3080	1.2890	0.0
2.1243	0.1978	3090	1.2956	0.0
2.1356	0.1984	3100	1.2760	0.0
2.1573	0.1990	3110	1.2936	0.0
2.2079	0.1997	3120	1.2790	0.0
2.0979	0.2003	3130	1.2972	0.0
2.1536	0.2010	3140	1.2897	0.0
2.1849	0.2016	3150	1.2935	0.0
2.1649	0.2022	3160	1.2706	0.0
2.1898	0.2029	3170	1.2775	0.0
2.2441	0.2035	3180	1.2752	0.0
2.0602	0.2042	3190	1.3151	0.0
2.0695	0.2048	3200	1.2790	0.0
2.079	0.2054	3210	1.2820	0.0
2.14	0.2061	3220	1.2771	0.0
2.222	0.2067	3230	1.2863	0.0
2.1496	0.2074	3240	1.2807	0.0
2.1313	0.208	3250	1.2760	0.0
2.1706	0.2086	3260	1.2838	0.0
2.1412	0.2093	3270	1.3052	0.0
2.1718	0.2099	3280	1.2721	0.0
2.1442	0.2106	3290	1.2810	0.0
2.1616	0.2112	3300	1.2839	0.0
2.1255	0.2118	3310	1.2843	0.0
2.1197	0.2125	3320	1.2747	0.0
2.1282	0.2131	3330	1.2772	0.0
2.1176	0.2138	3340	1.2852	0.0
2.1869	0.2144	3350	1.2664	0.0
2.1384	0.2150	3360	1.2811	0.0
2.1484	0.2157	3370	1.2712	0.0
2.0546	0.2163	3380	1.2822	0.0
2.1954	0.2170	3390	1.2752	0.0
2.1538	0.2176	3400	1.2804	0.0
2.1209	0.2182	3410	1.2684	0.0
2.1166	0.2189	3420	1.2908	0.0
2.084	0.2195	3430	1.3032	0.0
2.1755	0.2202	3440	1.2799	0.0
2.1558	0.2208	3450	1.2705	0.0
2.1264	0.2214	3460	1.2946	0.0
2.1389	0.2221	3470	1.2918	0.0
2.1576	0.2227	3480	1.2853	0.0
2.122	0.2234	3490	1.2684	0.0
2.1181	0.224	3500	1.2893	0.0
2.1078	0.2246	3510	1.2815	0.0
2.1169	0.2253	3520	1.2739	0.0
2.1652	0.2259	3530	1.2695	0.0
2.179	0.2266	3540	1.2825	0.0
2.1708	0.2272	3550	1.2675	0.0
2.2035	0.2278	3560	1.2913	0.0
2.0558	0.2285	3570	1.3045	0.0
2.1485	0.2291	3580	1.2793	0.0
2.16	0.2298	3590	1.2797	0.0
2.1163	0.2304	3600	1.2704	0.0
2.1816	0.2310	3610	1.3095	0.0
2.1149	0.2317	3620	1.2590	0.0
2.1579	0.2323	3630	1.2619	0.0
2.1039	0.2330	3640	1.2625	0.0
2.1492	0.2336	3650	1.2858	0.0
2.0615	0.2342	3660	1.2824	0.0
2.1056	0.2349	3670	1.2884	0.0
2.0563	0.2355	3680	1.2783	0.0
2.109	0.2362	3690	1.2756	0.0
2.132	0.2368	3700	1.2827	0.0
2.1982	0.2374	3710	1.2664	0.0
2.112	0.2381	3720	1.2754	0.0
2.1539	0.2387	3730	1.2564	0.0
2.1446	0.2394	3740	1.2596	0.0
2.1904	0.24	3750	1.2657	0.0
2.1512	0.2406	3760	1.2659	0.0
2.0863	0.2413	3770	1.2951	0.0
2.0777	0.2419	3780	1.2773	0.0
2.119	0.2426	3790	1.2670	0.0
2.1659	0.2432	3800	1.2755	0.0
2.0911	0.2438	3810	1.2658	0.0
2.1745	0.2445	3820	1.2672	0.0
2.1385	0.2451	3830	1.2643	0.0
2.0921	0.2458	3840	1.2796	0.0
2.1297	0.2464	3850	1.2818	0.0
2.1503	0.2470	3860	1.2671	0.0
2.2338	0.2477	3870	1.2651	0.0
2.1575	0.2483	3880	1.2826	0.0
2.0623	0.2490	3890	1.2810	0.0
2.2154	0.2496	3900	1.2862	0.0
2.096	0.2502	3910	1.2653	0.0
2.1009	0.2509	3920	1.2604	0.0
2.1552	0.2515	3930	1.2839	0.0
2.1505	0.2522	3940	1.2823	0.0
2.1692	0.2528	3950	1.2752	0.0
2.1103	0.2534	3960	1.2837	0.0
2.0851	0.2541	3970	1.2851	0.0
2.0701	0.2547	3980	1.2967	0.0
2.1275	0.2554	3990	1.2708	0.0
2.2065	0.256	4000	1.2917	0.0
2.0842	0.2566	4010	1.2958	0.0
2.1635	0.2573	4020	1.2897	0.0
2.1937	0.2579	4030	1.2688	0.0
2.1519	0.2586	4040	1.2633	0.0
2.1738	0.2592	4050	1.2778	0.0
2.1627	0.2598	4060	1.2683	0.0
2.1669	0.2605	4070	1.2745	0.0
2.2001	0.2611	4080	1.2688	0.0
2.1194	0.2618	4090	1.2857	0.0
2.176	0.2624	4100	1.3048	0.0
2.1453	0.2630	4110	1.2910	0.0
2.1422	0.2637	4120	1.2752	0.0
2.0938	0.2643	4130	1.2557	0.0
2.0604	0.2650	4140	1.2665	0.0
2.1364	0.2656	4150	1.3008	0.0
2.1685	0.2662	4160	1.2896	0.0
2.1212	0.2669	4170	1.2726	0.0
2.1	0.2675	4180	1.2735	0.0
2.0505	0.2682	4190	1.2685	0.0
2.0967	0.2688	4200	1.2805	0.0
2.0626	0.2694	4210	1.2869	0.0
2.2002	0.2701	4220	1.3068	0.0
2.1345	0.2707	4230	1.3172	0.0
2.1095	0.2714	4240	1.2844	0.0
2.078	0.272	4250	1.2586	0.0
2.0394	0.2726	4260	1.2718	0.0
2.1542	0.2733	4270	1.2837	0.0
2.1362	0.2739	4280	1.2738	0.0
2.1254	0.2746	4290	1.2897	0.0
2.0316	0.2752	4300	1.2796	0.0
2.1595	0.2758	4310	1.2604	0.0
2.1165	0.2765	4320	1.2852	0.0
2.1398	0.2771	4330	1.2690	0.0
2.1729	0.2778	4340	1.2463	0.0
2.1124	0.2784	4350	1.2596	0.0
2.1369	0.2790	4360	1.2703	0.0
2.1085	0.2797	4370	1.2438	0.0
2.0907	0.2803	4380	1.2515	0.0
2.1361	0.2810	4390	1.2657	0.0
2.1106	0.2816	4400	1.2489	0.0
2.0755	0.2822	4410	1.2467	0.0
2.1089	0.2829	4420	1.2487	0.0
2.0974	0.2835	4430	1.2621	0.0
2.1203	0.2842	4440	1.2788	0.0
2.1545	0.2848	4450	1.2520	0.0
2.0899	0.2854	4460	1.2750	0.0
2.0856	0.2861	4470	1.2592	0.0
2.0906	0.2867	4480	1.2628	0.0
2.106	0.2874	4490	1.2632	0.0
2.1742	0.288	4500	1.2651	0.0
2.1306	0.2886	4510	1.2631	0.0
2.1334	0.2893	4520	1.2574	0.0
2.1398	0.2899	4530	1.2659	0.0
2.2074	0.2906	4540	1.2516	0.0
2.1314	0.2912	4550	1.2624	0.0
2.0448	0.2918	4560	1.2791	0.0
2.1163	0.2925	4570	1.2680	0.0
2.0929	0.2931	4580	1.2755	0.0
2.1079	0.2938	4590	1.2628	0.0
2.1374	0.2944	4600	1.2996	0.0
2.1498	0.2950	4610	1.2962	0.0
2.0958	0.2957	4620	1.2807	0.0
2.0367	0.2963	4630	1.2678	0.0
2.0746	0.2970	4640	1.2982	0.0
2.111	0.2976	4650	1.2627	0.0
2.0932	0.2982	4660	1.2727	0.0
2.1142	0.2989	4670	1.2537	0.0
2.0874	0.2995	4680	1.2496	0.0
2.0993	0.3002	4690	1.2538	0.0
2.0858	0.3008	4700	1.2832	0.0
2.1087	0.3014	4710	1.2646	0.0
1.984	0.3021	4720	1.2567	0.0
2.0947	0.3027	4730	1.2616	0.0
2.0322	0.3034	4740	1.2815	0.0
2.1091	0.304	4750	1.2748	0.0
2.0218	0.3046	4760	1.2621	0.0
2.1582	0.3053	4770	1.2690	0.0
1.9544	0.3059	4780	1.2475	0.0
2.2171	0.3066	4790	1.2540	0.0
2.0628	0.3072	4800	1.2600	0.0
2.0881	0.3078	4810	1.2618	0.0
2.1953	0.3085	4820	1.2877	0.0
2.1452	0.3091	4830	1.2654	0.0
2.0793	0.3098	4840	1.2907	0.0
2.1395	0.3104	4850	1.2623	0.0
2.0735	0.3110	4860	1.2641	0.0
2.1255	0.3117	4870	1.2668	0.0
2.0961	0.3123	4880	1.2402	0.0
2.1127	0.3130	4890	1.2406	0.0
2.1505	0.3136	4900	1.2607	0.0
2.1189	0.3142	4910	1.2750	0.0
2.0457	0.3149	4920	1.2818	0.0
2.0914	0.3155	4930	1.2611	0.0
2.1822	0.3162	4940	1.2635	0.0
2.1209	0.3168	4950	1.2650	0.0
2.0251	0.3174	4960	1.2665	0.0
2.0802	0.3181	4970	1.2780	0.0
2.1968	0.3187	4980	1.2548	0.0
2.056	0.3194	4990	1.2737	0.0
2.2013	0.32	5000	1.2315	0.0
2.0641	0.3206	5010	1.2452	0.0
2.1142	0.3213	5020	1.2494	0.0
2.0666	0.3219	5030	1.2630	0.0
2.0687	0.3226	5040	1.2884	0.0
2.1498	0.3232	5050	1.2993	0.0
2.1083	0.3238	5060	1.2753	0.0
2.1667	0.3245	5070	1.2741	0.0
2.0694	0.3251	5080	1.2694	0.0
2.0825	0.3258	5090	1.2593	0.0
2.0218	0.3264	5100	1.2671	0.0
2.1375	0.3270	5110	1.2394	0.0
2.0991	0.3277	5120	1.2519	0.0
2.073	0.3283	5130	1.2983	0.0
2.1107	0.3290	5140	1.2586	0.0
2.2223	0.3296	5150	1.2742	0.0
2.125	0.3302	5160	1.2583	0.0
2.1146	0.3309	5170	1.2737	0.0
2.0387	0.3315	5180	1.2610	0.0
2.1932	0.3322	5190	1.2735	0.0
2.1144	0.3328	5200	1.2790	0.0
2.1143	0.3334	5210	1.2500	0.0
2.1751	0.3341	5220	1.2343	0.0
2.1432	0.3347	5230	1.2568	0.0
2.0557	0.3354	5240	1.2430	0.0
2.178	0.336	5250	1.2465	0.0
2.0916	0.3366	5260	1.2357	0.0
2.1358	0.3373	5270	1.2492	0.0
2.1645	0.3379	5280	1.2629	0.0
2.091	0.3386	5290	1.2388	0.0
2.0865	0.3392	5300	1.2348	0.0
2.1166	0.3398	5310	1.2825	0.0
2.1131	0.3405	5320	1.2853	0.0
2.1225	0.3411	5330	1.2481	0.0
2.1018	0.3418	5340	1.2429	0.0
2.099	0.3424	5350	1.2590	0.0
2.1565	0.3430	5360	1.2647	0.0
2.1588	0.3437	5370	1.2508	0.0
2.1428	0.3443	5380	1.2405	0.0
2.0939	0.3450	5390	1.2537	0.0
2.1445	0.3456	5400	1.2715	0.0
2.0155	0.3462	5410	1.2569	0.0
2.1576	0.3469	5420	1.2633	0.0
2.1792	0.3475	5430	1.2615	0.0
2.1821	0.3482	5440	1.2373	0.0
2.0586	0.3488	5450	1.2579	0.0
2.1019	0.3494	5460	1.2584	0.0
1.979	0.3501	5470	1.2470	0.0
2.1249	0.3507	5480	1.2515	0.0
2.0543	0.3514	5490	1.2419	0.0
2.1423	0.352	5500	1.2483	0.0
2.0855	0.3526	5510	1.2410	0.0
2.121	0.3533	5520	1.2704	0.0
2.1064	0.3539	5530	1.2671	0.0
2.1324	0.3546	5540	1.2401	0.0
2.0902	0.3552	5550	1.2299	0.0
2.0975	0.3558	5560	1.2364	0.0
2.1289	0.3565	5570	1.2429	0.0
2.0796	0.3571	5580	1.2748	0.0
2.1219	0.3578	5590	1.2747	0.0
2.0947	0.3584	5600	1.2751	0.0
2.0477	0.3590	5610	1.2989	0.0
2.1103	0.3597	5620	1.2308	0.0
2.0044	0.3603	5630	1.2652	0.0
2.0667	0.3610	5640	1.2612	0.0
1.9759	0.3616	5650	1.2595	0.0
2.0605	0.3622	5660	1.2834	0.0
2.1078	0.3629	5670	1.2879	0.0
2.1064	0.3635	5680	1.2820	0.0
2.0838	0.3642	5690	1.2551	0.0
2.1459	0.3648	5700	1.2360	0.0
2.0952	0.3654	5710	1.2685	0.0
2.0864	0.3661	5720	1.2537	0.0
2.0825	0.3667	5730	1.2630	0.0
2.1065	0.3674	5740	1.2755	0.0
2.064	0.368	5750	1.2322	0.0
2.1262	0.3686	5760	1.2371	0.0
2.0959	0.3693	5770	1.2402	0.0
2.0912	0.3699	5780	1.2154	0.0
1.9945	0.3706	5790	1.2339	0.0
2.1777	0.3712	5800	1.2256	0.0
2.0102	0.3718	5810	1.2592	0.0
2.0621	0.3725	5820	1.2385	0.0
1.9939	0.3731	5830	1.2625	0.0
2.1084	0.3738	5840	1.2892	0.0
2.0021	0.3744	5850	1.2263	0.0
2.0562	0.3750	5860	1.2450	0.0
2.041	0.3757	5870	1.2371	0.0
2.0328	0.3763	5880	1.3188	0.0
2.0717	0.3770	5890	1.2597	0.0
2.1121	0.3776	5900	1.2401	0.0
2.0674	0.3782	5910	1.2189	0.0
2.1551	0.3789	5920	1.2258	0.0
2.056	0.3795	5930	1.2297	0.0
2.0555	0.3802	5940	1.2195	0.0
2.1035	0.3808	5950	1.2249	0.0
2.056	0.3814	5960	1.2386	0.0
2.0362	0.3821	5970	1.2689	0.0
1.9805	0.3827	5980	1.2299	0.0
2.0798	0.3834	5990	1.2024	0.0
2.0964	0.384	6000	1.2160	0.0
1.9832	0.3846	6010	1.1911	0.0
2.0049	0.3853	6020	1.2079	0.0
1.9877	0.3859	6030	1.2007	0.0
2.071	0.3866	6040	1.2158	0.0
2.0004	0.3872	6050	1.2218	0.0
2.0019	0.3878	6060	1.1801	0.0
2.0216	0.3885	6070	1.2183	0.0
2.0398	0.3891	6080	1.1970	0.0
1.9447	0.3898	6090	1.1838	0.0
2.0229	0.3904	6100	1.1913	0.0
1.9764	0.3910	6110	1.1822	0.0
2.0223	0.3917	6120	1.1875	0.0
1.9878	0.3923	6130	1.2008	0.0
1.9988	0.3930	6140	1.2523	0.0
1.9468	0.3936	6150	1.2302	0.0
1.9568	0.3942	6160	1.1871	0.0
2.0014	0.3949	6170	1.1763	0.0
1.9153	0.3955	6180	1.1574	0.0
1.8648	0.3962	6190	1.1778	0.0
1.9797	0.3968	6200	1.2403	0.0
1.9336	0.3974	6210	1.2217	0.0
1.9982	0.3981	6220	1.1843	0.0
1.9555	0.3987	6230	1.2370	0.0
1.9055	0.3994	6240	1.1932	0.0
1.9637	0.4	6250	1.1787	0.0
1.8869	0.4006	6260	1.1661	0.0
1.9479	0.4013	6270	1.1837	0.0
1.8657	0.4019	6280	1.1707	0.0
1.9904	0.4026	6290	1.1322	0.0
1.9274	0.4032	6300	1.1557	0.0
1.9896	0.4038	6310	1.1390	0.0
1.9328	0.4045	6320	1.2082	0.0
1.8573	0.4051	6330	1.1450	0.0
1.9678	0.4058	6340	1.1247	0.0
1.8739	0.4064	6350	1.1362	0.0
1.8483	0.4070	6360	1.1536	0.0
1.9293	0.4077	6370	1.1539	0.0
1.9107	0.4083	6380	1.1729	0.0
1.8773	0.4090	6390	1.1307	0.0
1.8757	0.4096	6400	1.1360	0.0
1.8829	0.4102	6410	1.1064	0.0
1.9444	0.4109	6420	1.1386	0.0
1.9272	0.4115	6430	1.1249	0.0
1.8329	0.4122	6440	1.1291	0.0
1.836	0.4128	6450	1.1344	0.0
1.883	0.4134	6460	1.1308	0.0
1.8651	0.4141	6470	1.1889	0.0
1.8154	0.4147	6480	1.1386	0.0
1.8881	0.4154	6490	1.1648	0.0
1.8057	0.416	6500	1.0989	0.0
1.7922	0.4166	6510	1.0844	0.0
1.9287	0.4173	6520	1.0962	0.0
1.8316	0.4179	6530	1.1872	0.0
1.7146	0.4186	6540	1.1047	0.0
1.8339	0.4192	6550	1.0659	0.0
1.7523	0.4198	6560	1.0959	0.0
1.8621	0.4205	6570	1.0739	0.0
1.8291	0.4211	6580	1.0919	0.0
1.7893	0.4218	6590	1.1244	0.0
1.7902	0.4224	6600	1.1186	0.0
1.8135	0.4230	6610	1.1451	0.0
1.8358	0.4237	6620	1.0940	0.0
1.7578	0.4243	6630	1.1247	0.0
1.7862	0.4250	6640	1.1356	0.0
1.8372	0.4256	6650	1.1550	0.0
1.77	0.4262	6660	1.1113	0.0
1.809	0.4269	6670	1.0611	0.0
1.775	0.4275	6680	1.0644	0.0
1.7447	0.4282	6690	1.1005	0.0
1.8181	0.4288	6700	1.0844	0.0
1.6898	0.4294	6710	1.1556	0.0
1.8122	0.4301	6720	1.0756	0.0
1.7512	0.4307	6730	1.0646	0.0
1.7738	0.4314	6740	1.0999	0.0
1.8608	0.432	6750	1.0785	0.0
1.7179	0.4326	6760	1.1019	0.0
1.7326	0.4333	6770	1.0669	0.0
1.7546	0.4339	6780	1.0253	0.0
1.8173	0.4346	6790	1.0587	0.0
1.7304	0.4352	6800	1.0835	0.0
1.731	0.4358	6810	1.1157	0.0
1.7301	0.4365	6820	1.1249	0.0
1.7167	0.4371	6830	1.1336	0.0
1.6615	0.4378	6840	1.0633	0.0
1.7403	0.4384	6850	1.0571	0.0
1.7218	0.4390	6860	1.0834	0.0
1.6767	0.4397	6870	1.0233	0.0
1.7272	0.4403	6880	1.0242	0.0
1.7665	0.4410	6890	1.0528	0.0
1.626	0.4416	6900	1.0571	0.0
1.7778	0.4422	6910	1.0230	0.0
1.6636	0.4429	6920	1.0327	0.0
1.7902	0.4435	6930	1.0338	0.0
1.7538	0.4442	6940	1.0956	0.0
1.7029	0.4448	6950	1.1517	0.0
1.7501	0.4454	6960	1.0298	0.0
1.7182	0.4461	6970	1.0555	0.0
1.7179	0.4467	6980	1.0111	0.0
1.7116	0.4474	6990	1.0583	0.0
1.6844	0.448	7000	1.1101	0.0
1.7305	0.4486	7010	1.0455	0.0
1.7304	0.4493	7020	1.0076	0.0
1.7747	0.4499	7030	1.0223	0.0
1.6075	0.4506	7040	1.0980	0.0
1.6571	0.4512	7050	1.0692	0.0
1.6391	0.4518	7060	1.0441	0.0
1.6584	0.4525	7070	1.0382	0.0
1.7074	0.4531	7080	1.0594	0.0
1.6711	0.4538	7090	1.0232	0.0
1.5947	0.4544	7100	1.0699	0.0
1.6781	0.4550	7110	1.0436	0.0
1.7115	0.4557	7120	0.9979	0.0
1.6276	0.4563	7130	1.0456	0.0
1.7649	0.4570	7140	1.0085	0.0
1.6953	0.4576	7150	0.9984	0.0
1.5727	0.4582	7160	1.0221	0.0
1.6718	0.4589	7170	1.0780	0.0
1.7084	0.4595	7180	1.0348	0.0
1.6747	0.4602	7190	1.0146	0.0
1.6553	0.4608	7200	1.0728	0.0
1.7206	0.4614	7210	1.0525	0.0
1.6883	0.4621	7220	1.0284	0.0
1.6168	0.4627	7230	1.0073	0.0
1.6439	0.4634	7240	1.0313	0.0
1.5715	0.464	7250	1.0876	0.0
1.701	0.4646	7260	1.0267	0.0
1.7193	0.4653	7270	1.0266	0.0
1.6271	0.4659	7280	1.0118	0.0
1.7161	0.4666	7290	1.0186	0.0
1.6471	0.4672	7300	1.0075	0.0
1.7039	0.4678	7310	1.0085	0.0
1.6938	0.4685	7320	0.9894	0.0
1.6627	0.4691	7330	1.0009	0.0
1.6752	0.4698	7340	1.0360	0.0
1.678	0.4704	7350	1.0144	0.0
1.5996	0.4710	7360	1.0603	0.0
1.6141	0.4717	7370	1.0323	0.0
1.6109	0.4723	7380	1.0347	0.0
1.6244	0.4730	7390	1.1507	0.0
1.6421	0.4736	7400	1.0403	0.0
1.6896	0.4742	7410	0.9958	0.0
1.6916	0.4749	7420	1.0624	0.0
1.6499	0.4755	7430	1.0131	0.0
1.6772	0.4762	7440	0.9773	0.0
1.634	0.4768	7450	1.0211	0.0
1.6229	0.4774	7460	1.0425	0.0
1.6264	0.4781	7470	1.0368	0.0
1.6701	0.4787	7480	1.0368	0.0
1.5983	0.4794	7490	0.9873	0.0
1.6333	0.48	7500	0.9931	0.0
1.6488	0.4806	7510	0.9968	0.0
1.5799	0.4813	7520	1.0216	0.0
1.6566	0.4819	7530	0.9896	0.0
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1.6162	0.4832	7550	0.9867	0.0
1.599	0.4838	7560	1.0016	0.0
1.5838	0.4845	7570	1.0263	0.0
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1.6371	0.4858	7590	1.0637	0.0
1.5987	0.4864	7600	1.1095	0.0
1.5919	0.4870	7610	1.0416	0.0
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1.5855	0.4883	7630	0.9849	0.0
1.6718	0.4890	7640	1.0020	0.0
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1.613	0.4902	7660	0.9618	0.0
1.6058	0.4909	7670	1.0489	0.0
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1.5673	0.4954	7740	1.0014	0.0
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1.6693	0.5075	7930	1.0272	0.0
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1.5617	0.5114	7990	0.9834	0.0
1.5902	0.512	8000	1.0067	0.0
1.5218	0.5126	8010	1.0013	0.0
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1.5831	0.5248	8200	0.9864	0.0
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1.5404	0.5261	8220	1.0010	0.0
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1.4646	0.6042	9440	1.0010	0.0
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1.4594	0.6816	10650	0.9869	0.0
1.5025	0.6822	10660	0.9027	0.0
1.4911	0.6829	10670	0.9740	0.0
1.4958	0.6835	10680	0.9430	0.0
1.455	0.6842	10690	0.9045	0.0
1.4359	0.6848	10700	1.0588	0.0
1.4448	0.6854	10710	0.8988	0.0
1.483	0.6861	10720	0.9454	0.0
1.5804	0.6867	10730	0.9605	0.0
1.4607	0.6874	10740	0.9697	0.0
1.48	0.688	10750	0.9313	0.0
1.496	0.6886	10760	0.9656	0.0
1.4387	0.6893	10770	0.9909	0.0
1.4686	0.6899	10780	0.9225	0.0
1.4254	0.6906	10790	1.0135	0.0
1.4583	0.6912	10800	0.9213	0.0
1.4518	0.6918	10810	0.8835	0.0
1.4486	0.6925	10820	0.9664	0.0
1.4492	0.6931	10830	0.9293	0.0
1.4311	0.6938	10840	0.9457	0.0
1.4719	0.6944	10850	0.9972	0.0
1.5003	0.6950	10860	0.9542	0.0
1.4722	0.6957	10870	1.0477	0.0
1.4806	0.6963	10880	0.9359	0.0
1.3938	0.6970	10890	0.9560	0.0
1.4536	0.6976	10900	0.9645	0.0
1.3931	0.6982	10910	0.9226	0.0
1.4486	0.6989	10920	0.9826	0.0
1.4688	0.6995	10930	0.9239	0.0
1.5287	0.7002	10940	0.9861	0.0
1.4808	0.7008	10950	0.9265	0.0
1.4722	0.7014	10960	0.9783	0.0
1.5101	0.7021	10970	0.9537	0.0
1.4662	0.7027	10980	0.9695	0.0
1.3947	0.7034	10990	0.9531	0.0
1.4898	0.704	11000	0.9646	0.0
1.4861	0.7046	11010	0.9527	0.0
1.4836	0.7053	11020	0.9539	0.0
1.4215	0.7059	11030	0.9455	0.0
1.4967	0.7066	11040	0.9579	0.0
1.4899	0.7072	11050	0.9706	0.0
1.4914	0.7078	11060	0.9477	0.0
1.5432	0.7085	11070	0.9544	0.0
1.3663	0.7091	11080	0.9869	0.0
1.4445	0.7098	11090	0.9052	0.0
1.4291	0.7104	11100	0.9502	0.0
1.4839	0.7110	11110	0.9773	0.0
1.4776	0.7117	11120	1.0082	0.0
1.5002	0.7123	11130	0.9545	0.0
1.4908	0.7130	11140	0.9378	0.0
1.4654	0.7136	11150	1.0018	0.0
1.495	0.7142	11160	0.9170	0.0
1.4265	0.7149	11170	1.0148	0.0
1.3811	0.7155	11180	1.0027	0.0
1.4042	0.7162	11190	0.9592	0.0
1.4537	0.7168	11200	0.9608	0.0
1.4493	0.7174	11210	0.9630	0.0
1.3977	0.7181	11220	0.9293	0.0
1.4353	0.7187	11230	0.9850	0.0
1.4772	0.7194	11240	0.9475	0.0
1.4242	0.72	11250	0.9422	0.0
1.4022	0.7206	11260	1.0331	0.0
1.4343	0.7213	11270	0.9337	0.0
1.4784	0.7219	11280	0.9279	0.0
1.5191	0.7226	11290	0.9025	0.0
1.4777	0.7232	11300	1.0291	0.0
1.4667	0.7238	11310	0.9754	0.0
1.4387	0.7245	11320	0.9247	0.0
1.4325	0.7251	11330	1.0017	0.0
1.4759	0.7258	11340	0.9523	0.0
1.4726	0.7264	11350	0.9594	0.0
1.4306	0.7270	11360	0.9515	0.0
1.4071	0.7277	11370	0.9741	0.0
1.4818	0.7283	11380	0.9546	0.0
1.4974	0.7290	11390	0.9955	0.0
1.3987	0.7296	11400	0.9679	0.0
1.3955	0.7302	11410	0.9596	0.0
1.4403	0.7309	11420	0.9232	0.0
1.4433	0.7315	11430	1.0392	0.0
1.4499	0.7322	11440	0.9196	0.0
1.4188	0.7328	11450	1.0199	0.0
1.4467	0.7334	11460	0.9338	0.0
1.4402	0.7341	11470	0.9273	0.0
1.4482	0.7347	11480	1.0326	0.0
1.3744	0.7354	11490	0.9475	0.0
1.4425	0.736	11500	0.9185	0.0
1.3568	0.7366	11510	1.0502	0.0
1.4569	0.7373	11520	0.9119	0.0
1.4899	0.7379	11530	0.9348	0.0
1.4264	0.7386	11540	0.9866	0.0
1.3789	0.7392	11550	0.9668	0.0
1.4636	0.7398	11560	0.9481	0.0
1.4671	0.7405	11570	0.9761	0.0
1.4936	0.7411	11580	0.9219	0.0
1.3837	0.7418	11590	0.9633	0.0
1.4904	0.7424	11600	0.9530	0.0
1.4366	0.7430	11610	0.9225	0.0
1.3422	0.7437	11620	1.0636	0.0
1.4384	0.7443	11630	0.9502	0.0
1.3856	0.7450	11640	0.9625	0.0
1.4386	0.7456	11650	1.0043	0.0
1.4405	0.7462	11660	0.9381	0.0
1.4521	0.7469	11670	1.0248	0.0
1.4988	0.7475	11680	0.9353	0.0
1.4676	0.7482	11690	0.9781	0.0
1.4173	0.7488	11700	1.0293	0.0
1.4522	0.7494	11710	0.9154	0.0
1.4474	0.7501	11720	0.9720	0.0
1.4166	0.7507	11730	0.9727	0.0
1.4735	0.7514	11740	0.9824	0.0
1.3987	0.752	11750	0.9882	0.0
1.4843	0.7526	11760	0.9466	0.0
1.4294	0.7533	11770	0.9908	0.0
1.4403	0.7539	11780	0.9787	0.0
1.4893	0.7546	11790	0.9755	0.0
1.445	0.7552	11800	0.9301	0.0
1.3663	0.7558	11810	1.0120	0.0
1.432	0.7565	11820	1.0124	0.0
1.4675	0.7571	11830	0.9454	0.0
1.4568	0.7578	11840	0.9702	0.0
1.4534	0.7584	11850	0.9800	0.0
1.4422	0.7590	11860	0.9455	0.0
1.4195	0.7597	11870	1.0259	0.0
1.4119	0.7603	11880	0.9776	0.0
1.4849	0.7610	11890	0.9567	0.0
1.391	0.7616	11900	0.9595	0.0
1.4163	0.7622	11910	0.9860	0.0
1.4509	0.7629	11920	0.9778	0.0
1.4284	0.7635	11930	0.9797	0.0
1.4426	0.7642	11940	0.9101	0.0
1.4638	0.7648	11950	0.9958	0.0
1.4717	0.7654	11960	1.0122	0.0
1.405	0.7661	11970	0.9526	0.0
1.3973	0.7667	11980	1.0422	0.0
1.4405	0.7674	11990	0.9842	0.0
1.4879	0.768	12000	0.9472	0.0
1.4392	0.7686	12010	1.0870	0.0
1.4247	0.7693	12020	0.9228	0.0
1.4561	0.7699	12030	1.0103	0.0
1.4436	0.7706	12040	1.0063	0.0
1.3968	0.7712	12050	0.9576	0.0
1.3464	0.7718	12060	1.0182	0.0
1.3838	0.7725	12070	0.9965	0.0
1.4371	0.7731	12080	0.9606	0.0
1.443	0.7738	12090	0.9933	0.0
1.407	0.7744	12100	0.9969	0.0
1.3519	0.7750	12110	0.9587	0.0
1.3929	0.7757	12120	0.9793	0.0
1.4016	0.7763	12130	0.9262	0.0
1.4729	0.7770	12140	0.9666	0.0
1.4224	0.7776	12150	0.9746	0.0
1.4204	0.7782	12160	0.9639	0.0
1.4365	0.7789	12170	1.0480	0.0
1.3979	0.7795	12180	0.9456	0.0
1.409	0.7802	12190	0.9807	0.0
1.4763	0.7808	12200	0.9814	0.0
1.4011	0.7814	12210	1.0027	0.0
1.4665	0.7821	12220	0.9476	0.0
1.3853	0.7827	12230	0.9491	0.0
1.4145	0.7834	12240	1.0034	0.0
1.3951	0.784	12250	0.9474	0.0
1.3354	0.7846	12260	0.9960	0.0
1.4917	0.7853	12270	1.0267	0.0
1.4603	0.7859	12280	0.9122	0.0
1.4805	0.7866	12290	1.0130	0.0
1.4327	0.7872	12300	0.9553	0.0
1.404	0.7878	12310	0.9913	0.0
1.4143	0.7885	12320	1.0671	0.0
1.4491	0.7891	12330	0.9105	0.0
1.4595	0.7898	12340	0.9920	0.0
1.4418	0.7904	12350	0.9538	0.0
1.4001	0.7910	12360	0.9787	0.0
1.4347	0.7917	12370	0.9977	0.0
1.3606	0.7923	12380	0.9708	0.0
1.386	0.7930	12390	0.9494	0.0
1.4231	0.7936	12400	1.0014	0.0
1.4284	0.7942	12410	0.9577	0.0
1.3941	0.7949	12420	0.9632	0.0
1.409	0.7955	12430	1.0039	0.0
1.464	0.7962	12440	0.9435	0.0
1.4383	0.7968	12450	1.0056	0.0
1.4384	0.7974	12460	0.9945	0.0
1.367	0.7981	12470	0.9412	0.0
1.3872	0.7987	12480	1.0022	0.0
1.3946	0.7994	12490	0.9807	0.0
1.3933	0.8	12500	1.0010	0.0
1.4056	0.8006	12510	1.0176	0.0
1.4152	0.8013	12520	1.0377	0.0
1.4029	0.8019	12530	0.9530	0.0
1.4471	0.8026	12540	1.0102	0.0
1.4438	0.8032	12550	0.9657	0.0
1.4082	0.8038	12560	0.9899	0.0
1.4421	0.8045	12570	0.9855	0.0
1.3953	0.8051	12580	0.9475	0.0
1.4339	0.8058	12590	0.9912	0.0
1.3788	0.8064	12600	1.0476	0.0
1.3464	0.8070	12610	0.9779	0.0
1.4098	0.8077	12620	0.9543	0.0
1.3993	0.8083	12630	1.0158	0.0
1.4495	0.8090	12640	0.9279	0.0
1.3876	0.8096	12650	1.0056	0.0
1.4115	0.8102	12660	0.9481	0.0
1.4385	0.8109	12670	1.0417	0.0
1.4506	0.8115	12680	0.9841	0.0
1.4352	0.8122	12690	0.9412	0.0
1.4106	0.8128	12700	0.9731	0.0
1.4663	0.8134	12710	0.9594	0.0
1.4192	0.8141	12720	1.0190	0.0
1.3999	0.8147	12730	0.9504	0.0
1.4638	0.8154	12740	1.0079	0.0
1.4135	0.816	12750	0.9803	0.0
1.4327	0.8166	12760	1.0198	0.0
1.4197	0.8173	12770	0.9673	0.0
1.4581	0.8179	12780	1.0431	0.0
1.4106	0.8186	12790	0.9946	0.0
1.4621	0.8192	12800	1.0386	0.0
1.4714	0.8198	12810	0.9846	0.0
1.4427	0.8205	12820	0.9590	0.0
1.4097	0.8211	12830	1.0308	0.0
1.3655	0.8218	12840	1.0189	0.0
1.3634	0.8224	12850	1.0627	0.0
1.412	0.8230	12860	0.9733	0.0
1.3889	0.8237	12870	1.0476	0.0
1.4416	0.8243	12880	0.9633	0.0
1.3509	0.8250	12890	0.9678	0.0
1.399	0.8256	12900	0.9722	0.0
1.4464	0.8262	12910	1.0365	0.0
1.4487	0.8269	12920	0.9238	0.0
1.324	0.8275	12930	1.0258	0.0
1.4754	0.8282	12940	0.9365	0.0
1.3638	0.8288	12950	1.0124	0.0
1.4614	0.8294	12960	0.9605	0.0
1.4659	0.8301	12970	1.0213	0.0
1.4229	0.8307	12980	0.9673	0.0
1.4096	0.8314	12990	1.0410	0.0
1.4491	0.832	13000	0.9851	0.0
1.4594	0.8326	13010	1.0111	0.0
1.4013	0.8333	13020	1.0373	0.0
1.3951	0.8339	13030	1.0566	0.0
1.4156	0.8346	13040	0.9241	0.0
1.4981	0.8352	13050	1.0216	0.0
1.4688	0.8358	13060	0.9335	0.0
1.3991	0.8365	13070	1.0046	0.0
1.3638	0.8371	13080	1.0575	0.0
1.3799	0.8378	13090	0.9932	0.0
1.4087	0.8384	13100	0.9698	0.0
1.3886	0.8390	13110	1.0054	0.0
1.3896	0.8397	13120	0.9409	0.0
1.4236	0.8403	13130	0.9904	0.0
1.3989	0.8410	13140	0.9953	0.0
1.3527	0.8416	13150	1.0053	0.0
1.4266	0.8422	13160	0.9702	0.0
1.4373	0.8429	13170	1.0840	0.0
1.4145	0.8435	13180	0.9611	0.0
1.3867	0.8442	13190	0.9725	0.0
1.3292	0.8448	13200	1.0381	0.0
1.3827	0.8454	13210	1.0041	0.0
1.4159	0.8461	13220	0.9545	0.0
1.3071	0.8467	13230	0.9692	0.0
1.4628	0.8474	13240	0.9678	0.0
1.4148	0.848	13250	1.0283	0.0
1.3967	0.8486	13260	0.9898	0.0
1.4487	0.8493	13270	0.9671	0.0
1.3741	0.8499	13280	1.0221	0.0
1.4046	0.8506	13290	0.9951	0.0
1.394	0.8512	13300	1.0287	0.0
1.4316	0.8518	13310	0.9611	0.0
1.3712	0.8525	13320	0.9868	0.0
1.3467	0.8531	13330	1.0754	0.0
1.4227	0.8538	13340	0.9238	0.0
1.4031	0.8544	13350	1.0057	0.0
1.3795	0.8550	13360	1.0154	0.0
1.4229	0.8557	13370	0.9762	0.0
1.4752	0.8563	13380	0.9898	0.0
1.4685	0.8570	13390	1.0311	0.0
1.3981	0.8576	13400	0.9686	0.0
1.4249	0.8582	13410	1.0832	0.0
1.3716	0.8589	13420	1.0150	0.0
1.4147	0.8595	13430	0.9713	0.0
1.3743	0.8602	13440	1.0131	0.0
1.3966	0.8608	13450	0.9935	0.0
1.4507	0.8614	13460	1.0415	0.0
1.4248	0.8621	13470	1.0048	0.0
1.4	0.8627	13480	1.0011	0.0
1.4059	0.8634	13490	0.9621	0.0
1.3903	0.864	13500	1.0424	0.0
1.2969	0.8646	13510	0.9811	0.0
1.4058	0.8653	13520	1.0388	0.0
1.3672	0.8659	13530	0.9786	0.0
1.4134	0.8666	13540	1.0144	0.0
1.4765	0.8672	13550	1.0587	0.0
1.3833	0.8678	13560	0.9979	0.0
1.4067	0.8685	13570	0.9791	0.0
1.471	0.8691	13580	1.0189	0.0
1.3488	0.8698	13590	1.0278	0.0
1.441	0.8704	13600	1.0000	0.0
1.394	0.8710	13610	0.9971	0.0
1.376	0.8717	13620	1.0419	0.0
1.3776	0.8723	13630	1.0038	0.0
1.3154	0.8730	13640	0.9924	0.0
1.4437	0.8736	13650	1.0387	0.0
1.3931	0.8742	13660	1.0304	0.0
1.34	0.8749	13670	1.0510	0.0
1.3229	0.8755	13680	1.0002	0.0
1.4176	0.8762	13690	0.9675	0.0
1.3904	0.8768	13700	0.9993	0.0
1.3647	0.8774	13710	1.0579	0.0
1.4236	0.8781	13720	0.9735	0.0
1.4151	0.8787	13730	0.9702	0.0
1.4022	0.8794	13740	1.0170	0.0
1.3278	0.88	13750	1.0264	0.0
1.3408	0.8806	13760	1.0400	0.0
1.3922	0.8813	13770	1.0038	0.0
1.3783	0.8819	13780	1.0169	0.0
1.4391	0.8826	13790	1.0344	0.0
1.3747	0.8832	13800	1.0137	0.0
1.3734	0.8838	13810	1.0128	0.0
1.394	0.8845	13820	0.9740	0.0
1.3522	0.8851	13830	0.9785	0.0
1.3736	0.8858	13840	1.0386	0.0
1.3325	0.8864	13850	0.9874	0.0
1.3976	0.8870	13860	0.9606	0.0
1.4316	0.8877	13870	1.0522	0.0
1.3767	0.8883	13880	1.0666	0.0
1.4249	0.8890	13890	0.9770	0.0
1.3843	0.8896	13900	0.9716	0.0
1.3925	0.8902	13910	1.0127	0.0
1.3847	0.8909	13920	1.0476	0.0
1.3402	0.8915	13930	1.0367	0.0
1.3889	0.8922	13940	0.9800	0.0
1.3554	0.8928	13950	0.9612	0.0
1.3884	0.8934	13960	0.9512	0.0
1.3806	0.8941	13970	0.9560	0.0
1.4151	0.8947	13980	1.0602	0.0
1.35	0.8954	13990	1.0870	0.0
1.4073	0.896	14000	1.0020	0.0
1.3969	0.8966	14010	0.9849	0.0
1.3982	0.8973	14020	1.0163	0.0
1.4431	0.8979	14030	1.0123	0.0
1.4223	0.8986	14040	0.9650	0.0
1.3897	0.8992	14050	0.9689	0.0
1.3714	0.8998	14060	1.0219	0.0
1.3597	0.9005	14070	1.0535	0.0
1.3774	0.9011	14080	1.0216	0.0
1.3851	0.9018	14090	0.9707	0.0
1.3932	0.9024	14100	0.9609	0.0
1.4489	0.9030	14110	1.0333	0.0
1.4298	0.9037	14120	1.0023	0.0
1.4122	0.9043	14130	0.9775	0.0
1.3389	0.9050	14140	1.0120	0.0
1.4386	0.9056	14150	1.0317	0.0
1.4334	0.9062	14160	0.9855	0.0
1.3345	0.9069	14170	0.9836	0.0
1.4114	0.9075	14180	1.0058	0.0
1.378	0.9082	14190	0.9896	0.0
1.3434	0.9088	14200	0.9757	0.0
1.3637	0.9094	14210	0.9781	0.0
1.4134	0.9101	14220	1.0105	0.0
1.3526	0.9107	14230	1.0089	0.0
1.3018	0.9114	14240	1.0004	0.0
1.3982	0.912	14250	1.0171	0.0
1.3951	0.9126	14260	1.0336	0.0
1.4069	0.9133	14270	1.0334	0.0
1.3002	0.9139	14280	0.9989	0.0
1.3275	0.9146	14290	0.9940	0.0
1.3499	0.9152	14300	1.0326	0.0
1.4592	0.9158	14310	1.0155	0.0
1.4275	0.9165	14320	1.0245	0.0
1.4005	0.9171	14330	1.0338	0.0
1.4619	0.9178	14340	0.9581	0.0
1.384	0.9184	14350	0.9556	0.0
1.4109	0.9190	14360	1.0086	0.0
1.3862	0.9197	14370	1.0386	0.0
1.3765	0.9203	14380	0.9971	0.0
1.3648	0.9210	14390	1.0148	0.0
1.4163	0.9216	14400	0.9772	0.0
1.3661	0.9222	14410	0.9966	0.0
1.4464	0.9229	14420	1.0105	0.0
1.3773	0.9235	14430	1.0107	0.0
1.3276	0.9242	14440	0.9867	0.0
1.3891	0.9248	14450	0.9861	0.0
1.4258	0.9254	14460	0.9891	0.0
1.4205	0.9261	14470	0.9985	0.0
1.3699	0.9267	14480	0.9816	0.0
1.3666	0.9274	14490	1.0044	0.0
1.4557	0.928	14500	1.0150	0.0
1.3978	0.9286	14510	1.0115	0.0
1.4183	0.9293	14520	1.0031	0.0
1.435	0.9299	14530	0.9956	0.0
1.3162	0.9306	14540	1.0147	0.0
1.3206	0.9312	14550	1.0341	0.0
1.3595	0.9318	14560	1.0078	0.0
1.3914	0.9325	14570	1.0007	0.0
1.4009	0.9331	14580	1.0102	0.0
1.3463	0.9338	14590	1.0223	0.0
1.4387	0.9344	14600	1.0067	0.0
1.3503	0.9350	14610	1.0079	0.0
1.4267	0.9357	14620	1.0259	0.0
1.3932	0.9363	14630	1.0187	0.0
1.3509	0.9370	14640	0.9997	0.0
1.3759	0.9376	14650	0.9826	0.0
1.4005	0.9382	14660	0.9835	0.0
1.3428	0.9389	14670	0.9941	0.0
1.43	0.9395	14680	1.0093	0.0
1.3843	0.9402	14690	1.0040	0.0
1.3439	0.9408	14700	1.0176	0.0
1.4256	0.9414	14710	1.0285	0.0
1.4337	0.9421	14720	1.0167	0.0
1.412	0.9427	14730	1.0228	0.0
1.3578	0.9434	14740	1.0333	0.0
1.4426	0.944	14750	1.0360	0.0
1.428	0.9446	14760	1.0170	0.0
1.4386	0.9453	14770	0.9916	0.0
1.4003	0.9459	14780	0.9906	0.0
1.3996	0.9466	14790	0.9964	0.0
1.3551	0.9472	14800	1.0156	0.0
1.4545	0.9478	14810	1.0216	0.0
1.338	0.9485	14820	1.0237	0.0
1.3582	0.9491	14830	1.0123	0.0
1.4316	0.9498	14840	0.9998	0.0
1.4035	0.9504	14850	0.9960	0.0
1.3949	0.9510	14860	0.9908	0.0
1.3942	0.9517	14870	0.9908	0.0
1.3463	0.9523	14880	1.0022	0.0
1.3628	0.9530	14890	1.0165	0.0
1.4582	0.9536	14900	1.0104	0.0
1.3858	0.9542	14910	1.0060	0.0
1.3708	0.9549	14920	1.0127	0.0
1.4185	0.9555	14930	1.0116	0.0
1.4564	0.9562	14940	1.0057	0.0
1.3712	0.9568	14950	1.0009	0.0
1.4205	0.9574	14960	0.9892	0.0
1.3754	0.9581	14970	0.9917	0.0
1.3489	0.9587	14980	1.0043	0.0
1.3098	0.9594	14990	1.0091	0.0
1.4127	0.96	15000	1.0048	0.0
1.4208	0.9606	15010	1.0058	0.0
1.4228	0.9613	15020	1.0159	0.0
1.3443	0.9619	15030	1.0188	0.0
1.414	0.9626	15040	1.0096	0.0
1.4185	0.9632	15050	1.0117	0.0
1.4086	0.9638	15060	1.0165	0.0
1.399	0.9645	15070	1.0093	0.0
1.4298	0.9651	15080	1.0083	0.0
1.4424	0.9658	15090	1.0090	0.0
1.4266	0.9664	15100	1.0033	0.0
1.3824	0.9670	15110	0.9953	0.0
1.3905	0.9677	15120	0.9988	0.0
1.3258	0.9683	15130	1.0050	0.0
1.3882	0.9690	15140	1.0112	0.0
1.4114	0.9696	15150	1.0133	0.0
1.3935	0.9702	15160	1.0171	0.0
1.4168	0.9709	15170	1.0204	0.0
1.4024	0.9715	15180	1.0183	0.0
1.404	0.9722	15190	1.0125	0.0
1.3905	0.9728	15200	1.0126	0.0
1.387	0.9734	15210	1.0110	0.0
1.396	0.9741	15220	1.0105	0.0
1.3854	0.9747	15230	1.0101	0.0
1.3843	0.9754	15240	1.0079	0.0
1.3603	0.976	15250	1.0057	0.0
1.3867	0.9766	15260	1.0037	0.0
1.3616	0.9773	15270	1.0051	0.0
1.4271	0.9779	15280	1.0053	0.0
1.3588	0.9786	15290	1.0066	0.0
1.3475	0.9792	15300	1.0066	0.0
1.4391	0.9798	15310	1.0065	0.0
1.4246	0.9805	15320	1.0055	0.0
1.3907	0.9811	15330	1.0076	0.0
1.3783	0.9818	15340	1.0091	0.0
1.4008	0.9824	15350	1.0101	0.0
1.3596	0.9830	15360	1.0107	0.0
1.3849	0.9837	15370	1.0105	0.0
1.284	0.9843	15380	1.0089	0.0
1.2843	0.9850	15390	1.0085	0.0
1.324	0.9856	15400	1.0083	0.0
1.4126	0.9862	15410	1.0081	0.0
1.4058	0.9869	15420	1.0083	0.0
1.3626	0.9875	15430	1.0086	0.0
1.3388	0.9882	15440	1.0087	0.0
1.3931	0.9888	15450	1.0091	0.0
1.3561	0.9894	15460	1.0091	0.0
1.347	0.9901	15470	1.0086	0.0
1.3716	0.9907	15480	1.0087	0.0
1.3685	0.9914	15490	1.0093	0.0
1.3203	0.992	15500	1.0097	0.0
1.3317	0.9926	15510	1.0097	0.0
1.3968	0.9933	15520	1.0095	0.0
1.3396	0.9939	15530	1.0093	0.0
1.354	0.9946	15540	1.0090	0.0
1.3686	0.9952	15550	1.0090	0.0
1.4299	0.9958	15560	1.0091	0.0
1.4069	0.9965	15570	1.0090	0.0
1.4337	0.9971	15580	1.0090	0.0
1.3826	0.9978	15590	1.0090	0.0
1.4333	0.9984	15600	1.0090	0.0
1.3616	0.9990	15610	1.0090	0.0
1.4083	0.9997	15620	1.0090	0.0

Framework versions

• Transformers 4.46.0
• Pytorch 2.5.1
• Datasets 3.1.0
• Tokenizers 0.20.1