Datasets:

hourouu
/

model7

epoch int64 1 48	lr float64 0 0	tr_loss float64 0.03 0.23	tr_dice float64 0.77 0.91	tr_dice_lung float64 0.85 0.91	tr_iou float64 0.72 0.88	vl_loss float64 0.1 0.18	vl_dice float64 0.79 0.9	vl_dice_lung float64 0.83 0.87	vl_iou float64 0.75 0.87	vl_sensitivity float64 0.92 0.94	vl_specificity float64 0.99 0.99
1	0.000036	0.225699	0.765808	0.852109	0.716136	0.182573	0.78842	0.829662	0.74642	0.920804	0.98559
2	0.000052	0.04981	0.8684	0.876291	0.828891	0.117242	0.888852	0.852471	0.855	0.933048	0.987377
3	0.000068	0.03908	0.887683	0.885626	0.850043	0.110498	0.891752	0.854049	0.859588	0.929176	0.988237
4	0.000084	0.037728	0.893213	0.890067	0.856301	0.109	0.891875	0.857343	0.859621	0.93014	0.988372
5	0.0001	0.036788	0.895682	0.892005	0.859307	0.109143	0.89262	0.859599	0.860344	0.931345	0.988196
6	0.000098	0.036379	0.897513	0.893308	0.861443	0.109921	0.888614	0.856572	0.85616	0.925753	0.98865
7	0.000091	0.035524	0.899811	0.894691	0.86416	0.104807	0.896788	0.86325	0.865384	0.932124	0.98859
8	0.00008	0.034864	0.901964	0.896524	0.86664	0.113394	0.892145	0.857281	0.860083	0.929402	0.988087
9	0.000066	0.033982	0.903888	0.897858	0.868769	0.11078	0.896353	0.863395	0.864639	0.935616	0.988264
10	0.000051	0.033351	0.904709	0.898484	0.86972	0.109484	0.897109	0.866531	0.865246	0.938304	0.988276
11	0.000035	0.032496	0.905399	0.899406	0.870546	0.111288	0.896937	0.863567	0.865162	0.933402	0.988481
12	0.000021	0.031496	0.905884	0.899448	0.871186	0.111779	0.89618	0.865332	0.864262	0.936493	0.988239
13	0.00001	0.030642	0.907359	0.900742	0.872817	0.113141	0.896072	0.864077	0.864099	0.935714	0.988302
14	0.000003	0.030035	0.907419	0.900642	0.873007	0.113493	0.8957	0.863681	0.86357	0.93348	0.988492
15	0.0001	0.029502	0.908252	0.901416	0.873965	0.114995	0.895687	0.863446	0.863694	0.934341	0.988436
16	0.000099	0.032512	0.903886	0.898686	0.868695	0.109869	0.896679	0.862951	0.865612	0.934962	0.988391
17	0.000098	0.032361	0.904115	0.898458	0.868975	0.118822	0.888642	0.856914	0.855595	0.924782	0.988677
18	0.000095	0.031815	0.904998	0.899279	0.869989	0.115474	0.892803	0.857844	0.859739	0.925236	0.988755
20	0.000086	0.03068	0.905643	0.899871	0.870944	0.118426	0.893997	0.862112	0.862139	0.934766	0.988235
21	0.00008	0.029952	0.906778	0.900796	0.872295	0.111603	0.897552	0.866225	0.866018	0.937709	0.988257
22	0.000073	0.029608	0.907305	0.90137	0.872959	0.11397	0.896284	0.863603	0.863833	0.932495	0.988559
23	0.000066	0.029157	0.907943	0.901909	0.87366	0.116539	0.89701	0.865129	0.865283	0.934655	0.988568
24	0.000058	0.028534	0.908558	0.902345	0.874526	0.112684	0.895345	0.862694	0.86331	0.930511	0.988843
25	0.000051	0.028022	0.909171	0.902879	0.875281	0.118688	0.8935	0.860447	0.860997	0.9291	0.988522
26	0.000043	0.027848	0.909625	0.903306	0.875844	0.120336	0.894989	0.86202	0.863451	0.931173	0.98857
27	0.000035	0.027344	0.91057	0.903814	0.876884	0.114691	0.89608	0.864268	0.864386	0.935614	0.988321
28	0.000028	0.026669	0.911283	0.904764	0.877869	0.116826	0.894787	0.86221	0.862879	0.930167	0.988699
29	0.000021	0.026628	0.911163	0.904867	0.877758	0.118571	0.895569	0.864035	0.863868	0.934412	0.988395
30	0.000015	0.026199	0.912051	0.905708	0.878686	0.120733	0.895033	0.862726	0.863314	0.932996	0.988442
31	0.00001	0.025874	0.912121	0.905824	0.879012	0.12318	0.893676	0.861147	0.861636	0.931515	0.988479
32	0.000006	0.025943	0.91265	0.90622	0.879494	0.119994	0.896328	0.864469	0.865068	0.935037	0.988433
33	0.000003	0.025639	0.912921	0.906225	0.879856	0.120068	0.895597	0.863657	0.863998	0.934262	0.988459
34	0.000002	0.025397	0.91294	0.906171	0.879992	0.121913	0.895312	0.863509	0.863754	0.933561	0.988471
35	0.0001	0.025386	0.91344	0.906836	0.880429	0.121457	0.895912	0.864175	0.864447	0.93434	0.988445
36	0.0001	0.028387	0.908652	0.902815	0.874571	0.119699	0.894876	0.863368	0.863121	0.935584	0.988472
37	0.000099	0.028189	0.907868	0.902394	0.873868	0.123926	0.89057	0.857167	0.85843	0.926787	0.988517
39	0.000098	0.027779	0.908403	0.902948	0.874613	0.123546	0.890765	0.859013	0.858454	0.924736	0.988904
40	0.000096	0.027506	0.909404	0.903668	0.875622	0.114505	0.896929	0.866649	0.86569	0.934459	0.988513
41	0.000095	0.027161	0.909645	0.903878	0.875958	0.117558	0.894558	0.862907	0.862574	0.932196	0.988656
42	0.000093	0.027067	0.910611	0.904523	0.876972	0.119969	0.895133	0.863071	0.863134	0.932903	0.988578
43	0.000091	0.026786	0.910356	0.904618	0.876813	0.120924	0.896698	0.867118	0.865198	0.93992	0.988162
44	0.000088	0.026558	0.910354	0.904806	0.876953	0.118471	0.897134	0.862725	0.865903	0.932193	0.988548
45	0.000086	0.026252	0.910818	0.904903	0.877587	0.123624	0.894306	0.864494	0.862615	0.934521	0.988413
46	0.000083	0.026208	0.910506	0.905282	0.877166	0.122483	0.89465	0.861386	0.862374	0.930372	0.988513
47	0.00008	0.02599	0.911625	0.905886	0.878528	0.128318	0.890764	0.859034	0.857439	0.927696	0.988356
48	0.000076	0.025664	0.912343	0.906454	0.879297	0.119472	0.894622	0.862503	0.862814	0.930985	0.988735

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