Datasets:

hourouu
/

model3_luna

epoch int64 1 70	train_loss float64 0.02 0.21	val_loss float64 0.03 0.1	train_dice float64 0.9 0.97	train_dice_lung float64 0.93 0.97	train_eval_dice float64 0.94 0.99	train_eval_dice_lung float64 0.97 0.99	val_dice float64 0.95 0.98	val_dice_lung float64 0.97 0.99	val_hd95_px float64 1.43 2.57	val_iou float64 0.93 0.97	val_sensitivity float64 0.98 0.99	val_specificity float64 1 1	lr float64 0 0	time_s float64 273 296
1	0.205493	0.099422	0.900366	0.926455	0.941584	0.967003	0.946409	0.973695	2.313505	0.932863	0.986513	0.996676	0.00004	273.2
2	0.08608	0.069344	0.923143	0.94982	0.94585	0.971322	0.948453	0.976908	2.075062	0.934618	0.989681	0.996297	0.00006	277.8
3	0.059686	0.049596	0.926424	0.952924	0.949613	0.975226	0.951417	0.980765	1.988612	0.938858	0.987151	0.997234	0.00008	283.2
4	0.045118	0.042915	0.931292	0.953253	0.963127	0.974972	0.965059	0.975281	2.569815	0.951851	0.982104	0.997076	0.0001	273.7
5	0.037275	0.035513	0.934853	0.952996	0.97269	0.982235	0.974887	0.982304	1.689084	0.962738	0.988869	0.996701	0.0001	274.3
6	0.032669	0.034064	0.940966	0.956033	0.9754	0.982448	0.973757	0.98056	1.776605	0.961217	0.984775	0.99743	0.0001	277.5
7	0.028964	0.033117	0.947312	0.958999	0.972996	0.972188	0.972767	0.977579	1.741492	0.959753	0.978049	0.997763	0.000098	279.4
8	0.028593	0.033539	0.946876	0.959386	0.973688	0.983265	0.969853	0.978741	1.969064	0.957254	0.984677	0.997567	0.000091	278
9	0.026726	0.030717	0.950664	0.961516	0.976649	0.983723	0.970367	0.982193	1.809625	0.958493	0.987157	0.997149	0.00008	276.1
10	0.027129	0.032596	0.950793	0.961925	0.969051	0.983582	0.96465	0.978646	1.985587	0.952409	0.986737	0.997175	0.000066	277.9
11	0.025274	0.03017	0.955283	0.964107	0.980976	0.984343	0.973146	0.982449	1.737864	0.961266	0.987006	0.997397	0.000051	277.2
12	0.024521	0.031755	0.958548	0.965852	0.975135	0.984761	0.972406	0.980286	1.970453	0.960052	0.988362	0.997078	0.000035	280.5
13	0.024208	0.030503	0.959993	0.966376	0.979983	0.984605	0.976062	0.983018	1.742485	0.963913	0.987552	0.99739	0.000021	280.5
14	0.023584	0.030355	0.962552	0.967402	0.982912	0.985049	0.975874	0.982714	1.764159	0.963721	0.987605	0.997334	0.00001	277.8
15	0.023253	0.029889	0.963321	0.966969	0.981683	0.985063	0.976646	0.982821	1.783986	0.964607	0.98745	0.997331	0.000003	277.9
16	0.023023	0.030133	0.963963	0.967845	0.980455	0.985091	0.97662	0.982863	1.775699	0.964512	0.987471	0.997403	0.0001	277.7
17	0.0257	0.030751	0.955843	0.964554	0.979323	0.983961	0.97515	0.981573	1.769989	0.963258	0.987461	0.997171	0.000099	277.5
18	0.02505	0.029711	0.958646	0.965472	0.982331	0.984457	0.977362	0.982981	1.651491	0.965522	0.986513	0.997495	0.000098	273.1
19	0.024267	0.031282	0.961313	0.966754	0.978658	0.984537	0.974473	0.980316	1.854036	0.962302	0.988478	0.997338	0.000095	276.3
20	0.024876	0.030352	0.959721	0.965687	0.970003	0.984641	0.966214	0.981796	1.910173	0.954211	0.986884	0.997327	0.000091	275.8
21	0.023862	0.030194	0.961667	0.966711	0.980939	0.983015	0.976393	0.981714	1.601777	0.963945	0.980732	0.998339	0.000086	282.4
22	0.023943	0.029338	0.96286	0.967184	0.981467	0.98351	0.97553	0.982793	1.700564	0.964023	0.987074	0.997384	0.00008	278.5
23	0.023467	0.031602	0.962846	0.966589	0.977458	0.985822	0.969176	0.979116	2.065591	0.957193	0.987045	0.997313	0.000073	279.6
24	0.022661	0.028929	0.964627	0.968113	0.984213	0.985118	0.977591	0.982963	1.728308	0.966211	0.988451	0.997103	0.000066	276.5
25	0.022957	0.029022	0.965202	0.968554	0.985073	0.985972	0.977849	0.983572	1.634402	0.966349	0.987486	0.997534	0.000058	278.3
26	0.022239	0.02933	0.966102	0.968876	0.985276	0.986175	0.977819	0.983556	1.55933	0.966316	0.987335	0.997508	0.000051	276.7
27	0.022526	0.030278	0.966255	0.968851	0.984888	0.985761	0.976923	0.981916	1.637799	0.96505	0.986274	0.997702	0.000043	277
28	0.022384	0.029043	0.966235	0.969394	0.985779	0.986689	0.978636	0.98447	1.606029	0.967278	0.988656	0.997424	0.000035	274.7
29	0.02172	0.028994	0.968318	0.970081	0.985611	0.98651	0.978114	0.983856	1.472096	0.966832	0.987935	0.997444	0.000028	275.2
30	0.021653	0.029661	0.967664	0.969566	0.985854	0.98678	0.977175	0.982541	1.73624	0.965555	0.988183	0.997283	0.000021	273.4
31	0.021798	0.028888	0.968834	0.970477	0.98602	0.986948	0.977192	0.984235	1.656306	0.965788	0.989349	0.997371	0.000015	279
32	0.021392	0.028283	0.968567	0.970214	0.98594	0.986855	0.978534	0.984258	1.55762	0.967437	0.988318	0.997529	0.00001	279.8
33	0.021243	0.029156	0.969538	0.970844	0.985988	0.986906	0.976689	0.983467	1.781609	0.965182	0.988974	0.997278	0.000006	283.6
34	0.021186	0.028628	0.969166	0.970994	0.985968	0.986882	0.97839	0.984103	1.518491	0.967236	0.987981	0.997492	0.000003	279.1
35	0.021081	0.028915	0.969907	0.971303	0.986016	0.986933	0.978357	0.984074	1.605562	0.966991	0.988089	0.99748	0.000002	282.8
36	0.021057	0.028875	0.969723	0.970605	0.986057	0.986975	0.978166	0.983807	1.574113	0.966939	0.988273	0.997396	0.0001	281.3
37	0.023051	0.031027	0.963811	0.967793	0.984045	0.9862	0.974386	0.979261	1.924121	0.962624	0.986938	0.997345	0.0001	296.4
38	0.022662	0.029134	0.965781	0.968372	0.984468	0.98663	0.97708	0.983172	1.744556	0.965624	0.988918	0.997208	0.000099	286.2
39	0.022573	0.028728	0.964566	0.968273	0.984987	0.985873	0.977474	0.983703	1.53988	0.966107	0.986064	0.997885	0.000099	286
40	0.022717	0.030462	0.966042	0.969227	0.983308	0.986717	0.976054	0.981746	1.77718	0.964266	0.987812	0.997436	0.000098	284.1
41	0.022722	0.02862	0.96588	0.96849	0.984307	0.986456	0.979011	0.984916	1.559212	0.967864	0.988563	0.997495	0.000096	284.3
42	0.022269	0.02894	0.966726	0.969812	0.985726	0.986624	0.978552	0.984367	1.565908	0.967169	0.988311	0.997526	0.000095	283.1
43	0.022083	0.029347	0.967318	0.969627	0.984299	0.986453	0.977211	0.983583	1.645148	0.965511	0.989538	0.99725	0.000093	283.4
44	0.021799	0.028948	0.96747	0.970043	0.985992	0.986913	0.978725	0.983882	1.633287	0.967377	0.98912	0.99729	0.000091	284.6
45	0.021928	0.029118	0.967331	0.969997	0.98481	0.98698	0.978244	0.984043	1.698689	0.966739	0.988475	0.997518	0.000088	285.3
46	0.022192	0.028869	0.967065	0.969535	0.984681	0.986849	0.977855	0.984258	1.604444	0.966439	0.988617	0.997594	0.000086	284.4
47	0.02133	0.028518	0.969218	0.970671	0.986251	0.987175	0.978854	0.984652	1.522652	0.967671	0.989229	0.997419	0.000083	284.3
48	0.021919	0.029294	0.967182	0.969515	0.985839	0.986747	0.977663	0.984078	1.515581	0.966327	0.988209	0.997597	0.00008	283.5
49	0.021392	0.028944	0.967953	0.969646	0.986364	0.987292	0.977402	0.984419	1.642539	0.966226	0.989789	0.997234	0.000076	282.9
50	0.02158	0.028426	0.968539	0.970224	0.986032	0.986949	0.977149	0.985136	1.569106	0.965917	0.986931	0.99783	0.000073	282.4
51	0.021874	0.028427	0.968525	0.97049	0.986393	0.987334	0.978109	0.98451	1.554446	0.966896	0.988929	0.997574	0.000069	284
52	0.021334	0.028612	0.967883	0.97039	0.986202	0.987136	0.978714	0.984676	1.623457	0.967345	0.990089	0.997042	0.000066	283
53	0.020812	0.028979	0.969522	0.971205	0.98648	0.987414	0.978445	0.984435	1.584151	0.967002	0.988896	0.997412	0.000062	282.6
54	0.020977	0.028336	0.968911	0.970653	0.98535	0.987542	0.977426	0.985389	1.499144	0.966497	0.989141	0.997499	0.000058	285
55	0.020589	0.028133	0.96945	0.970858	0.986293	0.987215	0.97952	0.985621	1.482578	0.968649	0.988352	0.997488	0.000054	285.4
56	0.020864	0.029249	0.969509	0.971139	0.986516	0.987453	0.976287	0.984114	1.713679	0.964904	0.989287	0.9973	0.000051	292.1
57	0.020507	0.029293	0.970745	0.971771	0.986626	0.987565	0.975963	0.983532	1.672147	0.964441	0.989544	0.997214	0.000047	290.9
58	0.020877	0.028158	0.970585	0.971625	0.986521	0.987462	0.978596	0.985326	1.464929	0.9677	0.989344	0.997438	0.000043	289.2
59	0.020427	0.028031	0.970769	0.971511	0.986621	0.98756	0.978259	0.985479	1.442356	0.967606	0.989258	0.997565	0.000039	290
60	0.020659	0.028318	0.971257	0.971691	0.986436	0.987366	0.978718	0.985481	1.502739	0.967844	0.988538	0.997586	0.000035	290.8
61	0.020347	0.028214	0.971578	0.972076	0.98674	0.987688	0.978035	0.98544	1.518469	0.967134	0.989566	0.997499	0.000032	289.3
62	0.020602	0.028314	0.970886	0.972013	0.986791	0.987742	0.979231	0.985272	1.469911	0.968399	0.989581	0.997447	0.000028	284.3
63	0.020167	0.028372	0.970939	0.97173	0.986727	0.987671	0.97932	0.985399	1.4761	0.968393	0.989439	0.997393	0.000025	286.5
64	0.020201	0.028551	0.971916	0.972437	0.98677	0.987719	0.978292	0.985034	1.562154	0.967199	0.98994	0.997208	0.000021	285.4
65	0.020086	0.027907	0.972062	0.972831	0.986806	0.987763	0.977846	0.985917	1.454853	0.967205	0.989287	0.997534	0.000018	287.4
66	0.020036	0.028039	0.971543	0.972256	0.986973	0.987926	0.978377	0.985769	1.43372	0.967738	0.989248	0.997549	0.000015	286.6
67	0.020077	0.028275	0.9719	0.972558	0.986906	0.987865	0.977402	0.985405	1.538848	0.966573	0.989408	0.997467	0.000013	290.8
68	0.020156	0.028545	0.971528	0.972344	0.986939	0.987894	0.977238	0.985262	1.545213	0.966292	0.98983	0.997404	0.00001	284.9
69	0.019939	0.028349	0.971675	0.972157	0.986937	0.987894	0.977443	0.985506	1.450177	0.966611	0.989462	0.997483	0.000008	286
70	0.019852	0.028096	0.971549	0.972498	0.986938	0.987896	0.977659	0.985725	1.471526	0.966945	0.989355	0.997512	0.000006	284.2

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