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data_unet128A

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train · 41 rows

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epoch int64 1 50	tr_loss float64 0.02 0.09	tr_dice float64 0.96 0.98	tr_iou float64 0.92 0.97	vl_loss float64 0.04 0.07	vl_dice float64 0.91 0.95	vl_iou float64 0.87 0.93	vl_sensitivity float64 0.92 0.95	vl_specificity float64 0.99 1
1	0.085643	0.955798	0.917809	0.070639	0.906502	0.865822	0.946562	0.994364
2	0.038799	0.964447	0.932789	0.056368	0.924902	0.890289	0.943999	0.995493
3	0.037572	0.965292	0.934421	0.05392	0.928143	0.895706	0.930127	0.995995
4	0.036736	0.965831	0.935376	0.054711	0.925357	0.89228	0.941699	0.995499
5	0.035642	0.966343	0.936274	0.055102	0.925431	0.893539	0.922469	0.996047
6	0.034606	0.966747	0.93696	0.053129	0.929037	0.897013	0.936852	0.995737
7	0.03334	0.967644	0.938481	0.05281	0.929588	0.897935	0.932021	0.996047
8	0.032161	0.968324	0.939684	0.052961	0.930535	0.898753	0.932667	0.996088
9	0.031472	0.968943	0.940779	0.052001	0.929537	0.897575	0.934026	0.995891
10	0.030062	0.970024	0.942659	0.055203	0.926717	0.893702	0.925206	0.996233
11	0.029131	0.970876	0.944171	0.053806	0.928023	0.896049	0.93297	0.996053
13	0.026773	0.973385	0.948716	0.050157	0.932367	0.899264	0.937101	0.995689
14	0.025899	0.974101	0.950034	0.049859	0.933113	0.899871	0.938035	0.996105
15	0.025397	0.97455	0.950845	0.050835	0.93155	0.897824	0.936864	0.9956
16	0.024722	0.975151	0.951928	0.051319	0.930815	0.896905	0.927931	0.996194
17	0.02437	0.975505	0.952566	0.049777	0.934832	0.901736	0.944271	0.995499
18	0.024015	0.975757	0.953032	0.052083	0.928892	0.895358	0.930197	0.996031
19	0.023636	0.976101	0.953677	0.054185	0.930643	0.895788	0.930018	0.996029
20	0.023285	0.976278	0.954028	0.052212	0.934079	0.901348	0.939447	0.995465
21	0.02298	0.976701	0.954789	0.052375	0.930764	0.897856	0.931608	0.995715
23	0.02275	0.977	0.955333	0.050461	0.933208	0.901024	0.939979	0.995856
25	0.021071	0.978487	0.958079	0.046233	0.937505	0.907533	0.939694	0.997227
26	0.02047	0.979085	0.959187	0.048326	0.935388	0.9048	0.936669	0.997179
27	0.020246	0.979209	0.959434	0.050807	0.931514	0.899762	0.934851	0.996596
28	0.01986	0.979531	0.960036	0.050501	0.931612	0.900345	0.940449	0.9964
29	0.019871	0.979561	0.960087	0.051745	0.930331	0.898936	0.930901	0.996814
31	0.020059	0.979475	0.959952	0.043234	0.938329	0.908442	0.936506	0.997463
32	0.019257	0.980161	0.961225	0.044203	0.936899	0.906662	0.936855	0.997285
33	0.018998	0.980387	0.961646	0.043566	0.939025	0.908472	0.941807	0.997111
34	0.018888	0.980487	0.961849	0.044297	0.937778	0.907161	0.937181	0.997236
35	0.018629	0.98072	0.962284	0.045031	0.935786	0.90441	0.935834	0.997045
36	0.018544	0.980791	0.962423	0.045622	0.935459	0.903902	0.937291	0.997057
37	0.018249	0.981099	0.963001	0.046059	0.934056	0.90265	0.930112	0.99731
40	0.018105	0.981241	0.963277	0.038616	0.946048	0.917215	0.946314	0.997645
41	0.017754	0.981583	0.963922	0.039023	0.94473	0.915487	0.945764	0.997607
43	0.017519	0.981799	0.964327	0.039796	0.943575	0.91406	0.944339	0.997521
44	0.017387	0.981928	0.96457	0.039297	0.944587	0.915355	0.947188	0.99749
45	0.017419	0.981889	0.964499	0.039635	0.943753	0.914062	0.946368	0.997306
46	0.01712	0.982175	0.965049	0.039795	0.944029	0.914123	0.946507	0.997387
47	0.017062	0.982244	0.965179	0.040022	0.943727	0.913894	0.94406	0.997589
50	0.017393	0.981848	0.964431	0.036645	0.951648	0.925449	0.947431	0.998066

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