Datasets:

hourouu
/

model2_luna

epoch int64 1 70	train_loss float64 0.02 0.22	val_loss float64 0.03 0.11	train_dice float64 0.9 0.97	train_dice_lung float64 0.93 0.97	val_dice float64 0.95 0.98	val_dice_lung float64 0.97 0.99	val_hd95_px float64 1.33 2.38	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 264 302
1	0.215792	0.10696	0.899554	0.925486	0.945418	0.972548	2.382575	0.931483	0.989025	0.996169	0.00004	270.8
2	0.091522	0.071525	0.923515	0.950322	0.949355	0.977295	2.190738	0.936471	0.988061	0.996779	0.00006	271.2
3	0.062606	0.050354	0.926369	0.953232	0.950145	0.978896	1.894039	0.937494	0.986784	0.996848	0.00008	274.8
4	0.046755	0.040747	0.931716	0.954312	0.961783	0.981564	1.892334	0.949506	0.988838	0.996782	0.0001	266.6
5	0.040024	0.036661	0.936799	0.954495	0.967869	0.978853	1.853283	0.955269	0.985009	0.997114	0.0001	269.3
6	0.033637	0.035623	0.939711	0.955941	0.967156	0.978174	1.983924	0.954052	0.989998	0.99615	0.0001	267.4
7	0.02987	0.031802	0.945434	0.958547	0.970994	0.981807	1.751721	0.959338	0.984684	0.997477	0.000098	268.2
8	0.029275	0.033044	0.946565	0.959283	0.963803	0.978044	2.072384	0.951568	0.988528	0.996767	0.000091	266.2
9	0.025992	0.030778	0.95426	0.962647	0.965324	0.983214	1.664322	0.953292	0.987413	0.997525	0.00008	264.1
10	0.026561	0.031617	0.954172	0.962567	0.973374	0.980868	1.962051	0.961006	0.986801	0.997404	0.000066	267.9
11	0.024978	0.030682	0.958756	0.964805	0.97574	0.982459	1.71528	0.963801	0.987924	0.997156	0.000051	269.3
12	0.025159	0.031157	0.959396	0.965004	0.972855	0.979933	1.959544	0.960758	0.987816	0.997171	0.000035	268.5
13	0.023933	0.030577	0.961989	0.967199	0.975739	0.981365	1.845875	0.963767	0.987878	0.997336	0.000021	278.3
14	0.023612	0.030986	0.962668	0.96676	0.974758	0.980092	1.793897	0.962838	0.98761	0.997262	0.00001	276.1
15	0.0231	0.030503	0.965408	0.967971	0.975142	0.980537	1.776466	0.963334	0.987254	0.997385	0.000003	283.1
16	0.022708	0.030479	0.964266	0.967827	0.975313	0.980806	1.708911	0.963551	0.98723	0.997402	0.0001	277.8
17	0.025223	0.030074	0.958729	0.965255	0.97562	0.982157	1.666325	0.963805	0.985334	0.997788	0.000099	281.6
18	0.025325	0.029649	0.959757	0.965767	0.976885	0.982113	1.624143	0.965267	0.985833	0.997765	0.000098	276.3
19	0.024605	0.029229	0.960614	0.965327	0.977591	0.98294	1.590068	0.966275	0.987788	0.997272	0.000095	275.5
20	0.02395	0.030142	0.961849	0.965853	0.976304	0.981908	1.774939	0.964619	0.986946	0.997459	0.000091	281.1
21	0.024217	0.02984	0.962419	0.965949	0.976562	0.98185	1.709528	0.964825	0.986339	0.997574	0.000086	280.2
22	0.023645	0.029393	0.963518	0.967017	0.97762	0.983185	1.624564	0.966235	0.987693	0.997398	0.00008	275
23	0.023203	0.029353	0.963372	0.967314	0.977832	0.983457	1.632411	0.966375	0.987802	0.997552	0.000073	278.9
24	0.022872	0.029634	0.964992	0.968488	0.977024	0.982311	1.713216	0.965465	0.988321	0.997204	0.000066	274.2
25	0.022248	0.028225	0.966889	0.968986	0.977099	0.984147	1.410858	0.96624	0.987833	0.997536	0.000058	278.8
26	0.022795	0.03092	0.9651	0.968477	0.972256	0.979933	1.82811	0.960459	0.987521	0.997438	0.000051	278.3
27	0.022398	0.0293	0.966214	0.968933	0.977307	0.982675	1.722368	0.965826	0.989217	0.997092	0.000043	280.7
28	0.022017	0.030267	0.967244	0.969418	0.97623	0.981194	1.79818	0.964555	0.987719	0.99746	0.000035	275
29	0.021666	0.029199	0.967046	0.96947	0.975684	0.982919	1.649338	0.964386	0.988424	0.997449	0.000028	277.6
30	0.02144	0.0284	0.968121	0.970012	0.978404	0.984209	1.480225	0.967397	0.987844	0.997617	0.000021	273.6
31	0.02141	0.028384	0.968691	0.969959	0.978576	0.984507	1.456754	0.96758	0.987871	0.997548	0.000015	273.9
32	0.021596	0.028695	0.968863	0.970345	0.978466	0.984338	1.557906	0.967424	0.988181	0.997479	0.00001	275.9
33	0.021354	0.028763	0.969305	0.97082	0.97838	0.984277	1.554431	0.967294	0.987789	0.997584	0.000006	280.9
34	0.021252	0.02855	0.969457	0.970395	0.978542	0.984471	1.441768	0.967558	0.987651	0.997589	0.000003	274.8
35	0.021061	0.028624	0.969765	0.970609	0.978421	0.984313	1.509306	0.967379	0.98836	0.997471	0.000002	273.8
36	0.021022	0.028528	0.969731	0.970842	0.978567	0.984478	1.494935	0.967597	0.988234	0.997484	0.0001	273.9
37	0.022687	0.029545	0.965105	0.968427	0.977296	0.982757	1.721932	0.9658	0.989575	0.997113	0.0001	276.1
38	0.023138	0.02893	0.964118	0.967341	0.977522	0.98376	1.517301	0.966298	0.987807	0.997505	0.000099	280.9
39	0.023441	0.0287	0.965401	0.968567	0.977994	0.983803	1.587677	0.966764	0.98829	0.99738	0.000099	280.1
40	0.023173	0.02792	0.964655	0.968468	0.978654	0.984441	1.425119	0.968008	0.988101	0.997572	0.000098	275.9
41	0.022259	0.02923	0.965799	0.96866	0.977516	0.983089	1.592398	0.965961	0.988907	0.997434	0.000096	278.9
42	0.022473	0.028868	0.965588	0.968422	0.978458	0.984204	1.462187	0.967412	0.989735	0.997137	0.000095	276.8
43	0.021996	0.033799	0.967865	0.969527	0.972186	0.979566	1.764036	0.957897	0.975119	0.998767	0.000093	273
44	0.022751	0.029334	0.96575	0.968536	0.977633	0.983275	1.664005	0.966246	0.989847	0.997052	0.000091	269.2
45	0.02171	0.028881	0.967537	0.969843	0.97812	0.983772	1.534729	0.967069	0.98908	0.997164	0.000088	274
46	0.022545	0.028674	0.965822	0.968928	0.97798	0.983582	1.530812	0.966959	0.988001	0.99744	0.000086	278.6
47	0.021596	0.028704	0.968255	0.96986	0.977552	0.983989	1.494737	0.966274	0.987564	0.99767	0.000083	279.9
48	0.021773	0.029467	0.966912	0.969751	0.977357	0.98297	1.755678	0.965784	0.98733	0.997638	0.00008	278.4
49	0.021258	0.029293	0.968233	0.970221	0.975287	0.983354	1.623085	0.963966	0.988763	0.997265	0.000076	273.3
50	0.021416	0.029022	0.96767	0.969934	0.976904	0.983996	1.522503	0.965721	0.988384	0.997459	0.000073	273.4
51	0.021188	0.02842	0.969448	0.970898	0.978611	0.984359	1.476508	0.967613	0.990027	0.997098	0.000069	273.6
52	0.021429	0.028369	0.968066	0.970734	0.979013	0.98485	1.435328	0.968273	0.988059	0.997649	0.000066	270.6
53	0.02104	0.028391	0.969968	0.971126	0.977758	0.984075	1.433987	0.966788	0.987869	0.997534	0.000062	291
54	0.020991	0.02898	0.969271	0.970871	0.976782	0.983634	1.572508	0.965608	0.988368	0.997399	0.000058	297.7
55	0.020706	0.028221	0.970261	0.971266	0.979033	0.985038	1.399971	0.968307	0.989029	0.997395	0.000054	297.9
56	0.020722	0.029078	0.970039	0.971472	0.977954	0.983524	1.693779	0.966687	0.987961	0.99754	0.000051	295.8
57	0.020618	0.028433	0.970647	0.971655	0.97919	0.985226	1.557617	0.968169	0.989348	0.997453	0.000047	296.2
58	0.020403	0.028956	0.971302	0.972289	0.974236	0.983776	1.569727	0.963121	0.989436	0.99735	0.000043	294.8
59	0.020562	0.029069	0.970697	0.971639	0.97292	0.98351	1.689767	0.961517	0.989283	0.997488	0.000039	298
60	0.020701	0.028079	0.970321	0.971528	0.979144	0.985035	1.46181	0.96847	0.988603	0.997535	0.000035	296.9
61	0.020484	0.02693	0.971138	0.972024	0.980474	0.98597	1.326705	0.970063	0.988435	0.997721	0.000032	302
62	0.020252	0.028105	0.972394	0.972667	0.977176	0.985044	1.433678	0.966512	0.988865	0.997516	0.000028	296.1
63	0.020272	0.027901	0.971495	0.97222	0.978009	0.985235	1.442118	0.967458	0.989083	0.997595	0.000025	293.7
64	0.020354	0.028206	0.97127	0.972343	0.97858	0.985224	1.427346	0.967959	0.988851	0.997491	0.000021	293.7
65	0.020139	0.027638	0.97163	0.972251	0.979479	0.985465	1.372442	0.969017	0.989354	0.997567	0.000018	294.6
66	0.020011	0.027597	0.971445	0.972291	0.979589	0.985614	1.374535	0.969185	0.989395	0.997531	0.000015	296.6
67	0.020027	0.027572	0.971554	0.97244	0.979749	0.985789	1.373754	0.969406	0.98902	0.997601	0.000013	296.7
68	0.02002	0.027822	0.972746	0.972908	0.979802	0.985869	1.421764	0.969191	0.989478	0.997622	0.00001	295
69	0.02	0.027649	0.97136	0.972183	0.979663	0.985689	1.362785	0.969323	0.989178	0.997605	0.000008	299.2
70	0.019874	0.027716	0.972404	0.972651	0.979566	0.985581	1.394994	0.969165	0.989343	0.997531	0.000006	296.8

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