Datasets:

hourouu
/

unet2d

epoch int64 1 35	lr float64 0 0	tr_loss float64 0.02 0.22	tr_dice float64 0.81 0.93	tr_dice_lung float64 0.86 0.93	tr_iou float64 0.76 0.9	vl_loss float64 0.09 0.16	vl_dice float64 0.87 0.9	vl_dice_lung float64 0.86 0.88	vl_iou float64 0.83 0.87	vl_sensitivity float64 0.93 0.95	vl_specificity float64 0.99 0.99
1	0.000036	0.222351	0.812218	0.864319	0.760721	0.164321	0.869514	0.855405	0.829495	0.930941	0.98612
2	0.000052	0.048131	0.89223	0.895252	0.852296	0.1001	0.894588	0.864312	0.859946	0.928065	0.987885
3	0.000068	0.037028	0.901645	0.903024	0.86398	0.091327	0.902053	0.876854	0.868355	0.947972	0.987336
4	0.000084	0.035624	0.905271	0.90574	0.868535	0.090223	0.900734	0.877299	0.867201	0.94594	0.987332
5	0.0001	0.034567	0.908167	0.907597	0.871937	0.093819	0.902596	0.876914	0.869126	0.942143	0.98757
6	0.000098	0.033628	0.909467	0.909311	0.873612	0.091589	0.902026	0.877671	0.8692	0.94544	0.987714
7	0.000091	0.032716	0.910631	0.910007	0.875167	0.096952	0.901068	0.875034	0.86767	0.941437	0.987568
8	0.00008	0.031584	0.912094	0.911058	0.876894	0.100104	0.897068	0.874096	0.863911	0.941619	0.987431
9	0.000066	0.030253	0.91397	0.912421	0.878957	0.094424	0.90275	0.878242	0.869649	0.944624	0.987693
10	0.000051	0.028728	0.915723	0.913676	0.881047	0.095339	0.902942	0.876532	0.869708	0.93954	0.98787
11	0.000035	0.02754	0.917285	0.915266	0.882919	0.100985	0.900203	0.873797	0.866336	0.934221	0.988108
12	0.000021	0.026243	0.918527	0.916175	0.884645	0.097401	0.902902	0.877918	0.869523	0.944653	0.987522
13	0.00001	0.02535	0.920156	0.91793	0.886449	0.099925	0.902559	0.87637	0.869342	0.939934	0.987865
14	0.000003	0.024707	0.920901	0.918675	0.887524	0.10301	0.899182	0.873129	0.864811	0.935365	0.987942
15	0.0001	0.024347	0.921899	0.919563	0.888675	0.103448	0.901081	0.875409	0.867698	0.939614	0.9878
16	0.000099	0.02763	0.916535	0.915304	0.881976	0.100728	0.89875	0.873497	0.864483	0.934691	0.988102
17	0.000098	0.027517	0.91704	0.915524	0.882598	0.100605	0.897657	0.877598	0.863533	0.943952	0.987584
19	0.000091	0.025816	0.918512	0.917377	0.884653	0.100501	0.901064	0.875673	0.867657	0.937846	0.98803
20	0.000086	0.025357	0.919715	0.918444	0.886078	0.100953	0.903396	0.879822	0.870322	0.945701	0.987684
21	0.00008	0.024659	0.920353	0.918952	0.887066	0.10184	0.901175	0.875568	0.867008	0.937581	0.987828
22	0.000073	0.024034	0.921317	0.919658	0.8882	0.108623	0.899774	0.876507	0.866111	0.940277	0.987909
23	0.000066	0.023645	0.922411	0.920927	0.889588	0.104676	0.902905	0.877785	0.86963	0.943399	0.987827
24	0.000058	0.023221	0.923313	0.921648	0.890727	0.103655	0.902183	0.878321	0.869128	0.939882	0.988185
25	0.000051	0.022732	0.924165	0.921954	0.891778	0.108561	0.901326	0.876967	0.868137	0.940992	0.987956
26	0.000043	0.02223	0.924935	0.922852	0.892837	0.104772	0.903603	0.878931	0.870369	0.945321	0.987712
27	0.000035	0.022039	0.925225	0.923151	0.893341	0.109768	0.901149	0.876831	0.867325	0.941027	0.98791
28	0.000028	0.021642	0.925932	0.923844	0.894192	0.108911	0.902689	0.879007	0.869818	0.943646	0.987942
29	0.000021	0.021384	0.926199	0.924222	0.894597	0.108062	0.902636	0.877779	0.869318	0.939664	0.988191
30	0.000015	0.021136	0.927325	0.92531	0.895896	0.111033	0.90131	0.878479	0.868409	0.942646	0.987877
31	0.00001	0.021019	0.92789	0.925879	0.896484	0.11107	0.901841	0.878362	0.868598	0.941611	0.987992
32	0.000006	0.020851	0.927745	0.926106	0.896459	0.110772	0.903018	0.878763	0.870179	0.942241	0.987916
33	0.000003	0.020755	0.928152	0.926257	0.897032	0.112019	0.902438	0.878631	0.869441	0.942718	0.987883
34	0.000002	0.020606	0.92833	0.925968	0.897253	0.111148	0.902823	0.878994	0.869885	0.942854	0.987928
35	0.0001	0.020611	0.928484	0.926307	0.897375	0.111371	0.902784	0.879327	0.869863	0.943394	0.987929

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