3 lines (2 with data), 103.4 kB
1/377 [..............................] - ETA: 38:58 - loss: 0.0174 - mean_iou: 0.0155 - dsc: 0.5675 - tversky: 0.5109 - accuracy: 0.9808
2/377 [..............................] - ETA: 1:57 - loss: 0.0118 - mean_iou: 0.0078 - dsc: 0.2886 - tversky: 0.2601 - accuracy: 0.9872
3/377 [..............................] - ETA: 1:52 - loss: 0.0079 - mean_iou: 0.0052 - dsc: 0.1926 - tversky: 0.1741 - accuracy: 0.9915
4/377 [..............................] - ETA: 1:50 - loss: 0.0061 - mean_iou: 0.0039 - dsc: 0.1445 - tversky: 0.1309 - accuracy: 0.9934
5/377 [..............................] - ETA: 1:49 - loss: 0.0049 - mean_iou: 0.0031 - dsc: 0.1157 - tversky: 0.1050 - accuracy: 0.9948
6/377 [..............................] - ETA: 1:48 - loss: 0.0041 - mean_iou: 0.0026 - dsc: 0.0965 - tversky: 0.0877 - accuracy: 0.9956
7/377 [..............................] - ETA: 1:48 - loss: 0.0042 - mean_iou: 0.0087 - dsc: 0.1956 - tversky: 0.1869 - accuracy: 0.9953
8/377 [..............................] - ETA: 1:47 - loss: 0.0039 - mean_iou: 0.0136 - dsc: 0.2594 - tversky: 0.2559 - accuracy: 0.9955
9/377 [..............................] - ETA: 1:47 - loss: 0.0035 - mean_iou: 0.0121 - dsc: 0.2307 - tversky: 0.2276 - accuracy: 0.9960
10/377 [..............................] - ETA: 1:47 - loss: 0.0031 - mean_iou: 0.0109 - dsc: 0.2076 - tversky: 0.2050 - accuracy: 0.9964
11/377 [..............................] - ETA: 1:47 - loss: 0.0028 - mean_iou: 0.0099 - dsc: 0.1888 - tversky: 0.1865 - accuracy: 0.9967
12/377 [..............................] - ETA: 1:46 - loss: 0.0026 - mean_iou: 0.0091 - dsc: 0.1731 - tversky: 0.1711 - accuracy: 0.9970
13/377 [>.............................] - ETA: 1:45 - loss: 0.0025 - mean_iou: 0.0095 - dsc: 0.1885 - tversky: 0.1910 - accuracy: 0.9971
14/377 [>.............................] - ETA: 1:45 - loss: 0.0023 - mean_iou: 0.0088 - dsc: 0.1751 - tversky: 0.1775 - accuracy: 0.9973
15/377 [>.............................] - ETA: 1:44 - loss: 0.0028 - mean_iou: 0.0187 - dsc: 0.2170 - tversky: 0.2186 - accuracy: 0.9966
16/377 [>.............................] - ETA: 1:44 - loss: 0.0035 - mean_iou: 0.0305 - dsc: 0.2565 - tversky: 0.2570 - accuracy: 0.9958
17/377 [>.............................] - ETA: 1:43 - loss: 0.0039 - mean_iou: 0.0412 - dsc: 0.2912 - tversky: 0.2906 - accuracy: 0.9952
18/377 [>.............................] - ETA: 1:43 - loss: 0.0044 - mean_iou: 0.0566 - dsc: 0.3252 - tversky: 0.3240 - accuracy: 0.9945
19/377 [>.............................] - ETA: 1:43 - loss: 0.0044 - mean_iou: 0.0611 - dsc: 0.3557 - tversky: 0.3547 - accuracy: 0.9945
20/377 [>.............................] - ETA: 1:42 - loss: 0.0046 - mean_iou: 0.0726 - dsc: 0.3834 - tversky: 0.3821 - accuracy: 0.9942
21/377 [>.............................] - ETA: 1:42 - loss: 0.0051 - mean_iou: 0.0872 - dsc: 0.4072 - tversky: 0.4058 - accuracy: 0.9934
22/377 [>.............................] - ETA: 1:42 - loss: 0.0053 - mean_iou: 0.0963 - dsc: 0.4287 - tversky: 0.4271 - accuracy: 0.9932
23/377 [>.............................] - ETA: 1:41 - loss: 0.0073 - mean_iou: 0.1031 - dsc: 0.4421 - tversky: 0.4386 - accuracy: 0.9908
24/377 [>.............................] - ETA: 1:41 - loss: 0.0072 - mean_iou: 0.1054 - dsc: 0.4574 - tversky: 0.4534 - accuracy: 0.9908
25/377 [>.............................] - ETA: 1:41 - loss: 0.0072 - mean_iou: 0.1115 - dsc: 0.4753 - tversky: 0.4715 - accuracy: 0.9908
26/377 [=>............................] - ETA: 1:40 - loss: 0.0069 - mean_iou: 0.1072 - dsc: 0.4571 - tversky: 0.4534 - accuracy: 0.9912
27/377 [=>............................] - ETA: 1:40 - loss: 0.0067 - mean_iou: 0.1032 - dsc: 0.4402 - tversky: 0.4367 - accuracy: 0.9915
28/377 [=>............................] - ETA: 1:40 - loss: 0.0064 - mean_iou: 0.0995 - dsc: 0.4245 - tversky: 0.4211 - accuracy: 0.9918
29/377 [=>............................] - ETA: 1:39 - loss: 0.0072 - mean_iou: 0.0990 - dsc: 0.4333 - tversky: 0.4281 - accuracy: 0.9908
30/377 [=>............................] - ETA: 1:39 - loss: 0.0076 - mean_iou: 0.0997 - dsc: 0.4430 - tversky: 0.4364 - accuracy: 0.9903
31/377 [=>............................] - ETA: 1:39 - loss: 0.0076 - mean_iou: 0.0992 - dsc: 0.4530 - tversky: 0.4458 - accuracy: 0.9903
32/377 [=>............................] - ETA: 1:38 - loss: 0.0074 - mean_iou: 0.0961 - dsc: 0.4394 - tversky: 0.4326 - accuracy: 0.9906
33/377 [=>............................] - ETA: 1:38 - loss: 0.0073 - mean_iou: 0.0959 - dsc: 0.4498 - tversky: 0.4428 - accuracy: 0.9906
34/377 [=>............................] - ETA: 1:38 - loss: 0.0076 - mean_iou: 0.0937 - dsc: 0.4543 - tversky: 0.4459 - accuracy: 0.9902
35/377 [=>............................] - ETA: 1:37 - loss: 0.0074 - mean_iou: 0.0911 - dsc: 0.4414 - tversky: 0.4332 - accuracy: 0.9905
36/377 [=>............................] - ETA: 1:37 - loss: 0.0072 - mean_iou: 0.0890 - dsc: 0.4439 - tversky: 0.4370 - accuracy: 0.9907
37/377 [=>............................] - ETA: 1:37 - loss: 0.0070 - mean_iou: 0.0866 - dsc: 0.4320 - tversky: 0.4253 - accuracy: 0.9910
38/377 [==>...........................] - ETA: 1:36 - loss: 0.0069 - mean_iou: 0.0843 - dsc: 0.4206 - tversky: 0.4141 - accuracy: 0.9912
39/377 [==>...........................] - ETA: 1:36 - loss: 0.0067 - mean_iou: 0.0821 - dsc: 0.4098 - tversky: 0.4036 - accuracy: 0.9914
40/377 [==>...........................] - ETA: 1:36 - loss: 0.0066 - mean_iou: 0.0814 - dsc: 0.4188 - tversky: 0.4130 - accuracy: 0.9916
41/377 [==>...........................] - ETA: 1:36 - loss: 0.0064 - mean_iou: 0.0794 - dsc: 0.4086 - tversky: 0.4030 - accuracy: 0.9918
42/377 [==>...........................] - ETA: 1:36 - loss: 0.0063 - mean_iou: 0.0775 - dsc: 0.3997 - tversky: 0.3946 - accuracy: 0.9919
43/377 [==>...........................] - ETA: 1:35 - loss: 0.0062 - mean_iou: 0.0766 - dsc: 0.4086 - tversky: 0.4036 - accuracy: 0.9920
44/377 [==>...........................] - ETA: 1:35 - loss: 0.0061 - mean_iou: 0.0749 - dsc: 0.3993 - tversky: 0.3944 - accuracy: 0.9922
45/377 [==>...........................] - ETA: 1:35 - loss: 0.0059 - mean_iou: 0.0732 - dsc: 0.3904 - tversky: 0.3857 - accuracy: 0.9924
46/377 [==>...........................] - ETA: 1:35 - loss: 0.0058 - mean_iou: 0.0721 - dsc: 0.3905 - tversky: 0.3874 - accuracy: 0.9925
47/377 [==>...........................] - ETA: 1:34 - loss: 0.0057 - mean_iou: 0.0705 - dsc: 0.3822 - tversky: 0.3792 - accuracy: 0.9927
48/377 [==>...........................] - ETA: 1:34 - loss: 0.0056 - mean_iou: 0.0691 - dsc: 0.3742 - tversky: 0.3713 - accuracy: 0.9928
49/377 [==>...........................] - ETA: 1:34 - loss: 0.0055 - mean_iou: 0.0677 - dsc: 0.3666 - tversky: 0.3638 - accuracy: 0.9930
50/377 [==>...........................] - ETA: 1:34 - loss: 0.0054 - mean_iou: 0.0672 - dsc: 0.3734 - tversky: 0.3712 - accuracy: 0.9931
51/377 [===>..........................] - ETA: 1:34 - loss: 0.0053 - mean_iou: 0.0664 - dsc: 0.3736 - tversky: 0.3725 - accuracy: 0.9932
52/377 [===>..........................] - ETA: 1:34 - loss: 0.0053 - mean_iou: 0.0653 - dsc: 0.3746 - tversky: 0.3737 - accuracy: 0.9932
53/377 [===>..........................] - ETA: 1:34 - loss: 0.0052 - mean_iou: 0.0641 - dsc: 0.3676 - tversky: 0.3667 - accuracy: 0.9934
54/377 [===>..........................] - ETA: 1:33 - loss: 0.0051 - mean_iou: 0.0631 - dsc: 0.3647 - tversky: 0.3653 - accuracy: 0.9935
55/377 [===>..........................] - ETA: 1:33 - loss: 0.0050 - mean_iou: 0.0630 - dsc: 0.3698 - tversky: 0.3707 - accuracy: 0.9935
56/377 [===>..........................] - ETA: 1:33 - loss: 0.0050 - mean_iou: 0.0627 - dsc: 0.3784 - tversky: 0.3794 - accuracy: 0.9936
57/377 [===>..........................] - ETA: 1:32 - loss: 0.0049 - mean_iou: 0.0616 - dsc: 0.3718 - tversky: 0.3728 - accuracy: 0.9937
58/377 [===>..........................] - ETA: 1:32 - loss: 0.0048 - mean_iou: 0.0608 - dsc: 0.3732 - tversky: 0.3749 - accuracy: 0.9938
59/377 [===>..........................] - ETA: 1:32 - loss: 0.0048 - mean_iou: 0.0598 - dsc: 0.3682 - tversky: 0.3702 - accuracy: 0.9939
60/377 [===>..........................] - ETA: 1:31 - loss: 0.0047 - mean_iou: 0.0588 - dsc: 0.3621 - tversky: 0.3640 - accuracy: 0.9940
61/377 [===>..........................] - ETA: 1:31 - loss: 0.0046 - mean_iou: 0.0578 - dsc: 0.3562 - tversky: 0.3581 - accuracy: 0.9941
62/377 [===>..........................] - ETA: 1:31 - loss: 0.0046 - mean_iou: 0.0569 - dsc: 0.3516 - tversky: 0.3537 - accuracy: 0.9941
63/377 [====>.........................] - ETA: 1:30 - loss: 0.0045 - mean_iou: 0.0560 - dsc: 0.3460 - tversky: 0.3481 - accuracy: 0.9942
64/377 [====>.........................] - ETA: 1:30 - loss: 0.0045 - mean_iou: 0.0554 - dsc: 0.3497 - tversky: 0.3522 - accuracy: 0.9943
65/377 [====>.........................] - ETA: 1:30 - loss: 0.0044 - mean_iou: 0.0552 - dsc: 0.3535 - tversky: 0.3568 - accuracy: 0.9943
66/377 [====>.........................] - ETA: 1:29 - loss: 0.0044 - mean_iou: 0.0551 - dsc: 0.3605 - tversky: 0.3640 - accuracy: 0.9944
67/377 [====>.........................] - ETA: 1:29 - loss: 0.0043 - mean_iou: 0.0543 - dsc: 0.3552 - tversky: 0.3586 - accuracy: 0.9945
68/377 [====>.........................] - ETA: 1:29 - loss: 0.0042 - mean_iou: 0.0535 - dsc: 0.3500 - tversky: 0.3533 - accuracy: 0.9945
69/377 [====>.........................] - ETA: 1:29 - loss: 0.0042 - mean_iou: 0.0527 - dsc: 0.3449 - tversky: 0.3482 - accuracy: 0.9946
70/377 [====>.........................] - ETA: 1:28 - loss: 0.0041 - mean_iou: 0.0519 - dsc: 0.3400 - tversky: 0.3433 - accuracy: 0.9947
71/377 [====>.........................] - ETA: 1:28 - loss: 0.0041 - mean_iou: 0.0512 - dsc: 0.3352 - tversky: 0.3385 - accuracy: 0.9948
72/377 [====>.........................] - ETA: 1:28 - loss: 0.0041 - mean_iou: 0.0508 - dsc: 0.3379 - tversky: 0.3407 - accuracy: 0.9947
73/377 [====>.........................] - ETA: 1:27 - loss: 0.0041 - mean_iou: 0.0501 - dsc: 0.3332 - tversky: 0.3361 - accuracy: 0.9948
74/377 [====>.........................] - ETA: 1:27 - loss: 0.0040 - mean_iou: 0.0494 - dsc: 0.3287 - tversky: 0.3315 - accuracy: 0.9948
75/377 [====>.........................] - ETA: 1:27 - loss: 0.0040 - mean_iou: 0.0487 - dsc: 0.3244 - tversky: 0.3271 - accuracy: 0.9949
76/377 [=====>........................] - ETA: 1:26 - loss: 0.0039 - mean_iou: 0.0481 - dsc: 0.3201 - tversky: 0.3229 - accuracy: 0.9950
77/377 [=====>........................] - ETA: 1:26 - loss: 0.0039 - mean_iou: 0.0475 - dsc: 0.3160 - tversky: 0.3187 - accuracy: 0.9950
78/377 [=====>........................] - ETA: 1:26 - loss: 0.0038 - mean_iou: 0.0479 - dsc: 0.3227 - tversky: 0.3257 - accuracy: 0.9951
79/377 [=====>........................] - ETA: 1:26 - loss: 0.0038 - mean_iou: 0.0473 - dsc: 0.3186 - tversky: 0.3216 - accuracy: 0.9951
80/377 [=====>........................] - ETA: 1:25 - loss: 0.0037 - mean_iou: 0.0467 - dsc: 0.3146 - tversky: 0.3176 - accuracy: 0.9952
81/377 [=====>........................] - ETA: 1:25 - loss: 0.0037 - mean_iou: 0.0461 - dsc: 0.3108 - tversky: 0.3136 - accuracy: 0.9953
82/377 [=====>........................] - ETA: 1:25 - loss: 0.0036 - mean_iou: 0.0455 - dsc: 0.3070 - tversky: 0.3098 - accuracy: 0.9953
83/377 [=====>........................] - ETA: 1:25 - loss: 0.0036 - mean_iou: 0.0450 - dsc: 0.3033 - tversky: 0.3061 - accuracy: 0.9954
84/377 [=====>........................] - ETA: 1:24 - loss: 0.0036 - mean_iou: 0.0444 - dsc: 0.2997 - tversky: 0.3025 - accuracy: 0.9954
85/377 [=====>........................] - ETA: 1:24 - loss: 0.0035 - mean_iou: 0.0439 - dsc: 0.2962 - tversky: 0.2990 - accuracy: 0.9955
86/377 [=====>........................] - ETA: 1:24 - loss: 0.0035 - mean_iou: 0.0436 - dsc: 0.2959 - tversky: 0.2994 - accuracy: 0.9955
87/377 [=====>........................] - ETA: 1:23 - loss: 0.0035 - mean_iou: 0.0433 - dsc: 0.2992 - tversky: 0.3031 - accuracy: 0.9956
88/377 [======>.......................] - ETA: 1:23 - loss: 0.0034 - mean_iou: 0.0428 - dsc: 0.2958 - tversky: 0.2997 - accuracy: 0.9956
89/377 [======>.......................] - ETA: 1:23 - loss: 0.0035 - mean_iou: 0.0428 - dsc: 0.2998 - tversky: 0.3034 - accuracy: 0.9956
90/377 [======>.......................] - ETA: 1:23 - loss: 0.0036 - mean_iou: 0.0429 - dsc: 0.3047 - tversky: 0.3078 - accuracy: 0.9954
91/377 [======>.......................] - ETA: 1:22 - loss: 0.0035 - mean_iou: 0.0424 - dsc: 0.3013 - tversky: 0.3044 - accuracy: 0.9955
92/377 [======>.......................] - ETA: 1:22 - loss: 0.0035 - mean_iou: 0.0425 - dsc: 0.3056 - tversky: 0.3090 - accuracy: 0.9955
93/377 [======>.......................] - ETA: 1:22 - loss: 0.0035 - mean_iou: 0.0421 - dsc: 0.3072 - tversky: 0.3106 - accuracy: 0.9955
94/377 [======>.......................] - ETA: 1:21 - loss: 0.0035 - mean_iou: 0.0417 - dsc: 0.3039 - tversky: 0.3074 - accuracy: 0.9955
95/377 [======>.......................] - ETA: 1:21 - loss: 0.0034 - mean_iou: 0.0412 - dsc: 0.3007 - tversky: 0.3041 - accuracy: 0.9956
96/377 [======>.......................] - ETA: 1:21 - loss: 0.0034 - mean_iou: 0.0408 - dsc: 0.2976 - tversky: 0.3010 - accuracy: 0.9956
97/377 [======>.......................] - ETA: 1:20 - loss: 0.0034 - mean_iou: 0.0404 - dsc: 0.2945 - tversky: 0.2979 - accuracy: 0.9957
98/377 [======>.......................] - ETA: 1:20 - loss: 0.0033 - mean_iou: 0.0400 - dsc: 0.2915 - tversky: 0.2949 - accuracy: 0.9957
99/377 [======>.......................] - ETA: 1:20 - loss: 0.0033 - mean_iou: 0.0403 - dsc: 0.2959 - tversky: 0.2997 - accuracy: 0.9957
100/377 [======>.......................] - ETA: 1:20 - loss: 0.0033 - mean_iou: 0.0402 - dsc: 0.3006 - tversky: 0.3047 - accuracy: 0.9958
101/377 [=======>......................] - ETA: 1:19 - loss: 0.0033 - mean_iou: 0.0398 - dsc: 0.2976 - tversky: 0.3017 - accuracy: 0.9958
102/377 [=======>......................] - ETA: 1:19 - loss: 0.0032 - mean_iou: 0.0394 - dsc: 0.2947 - tversky: 0.2988 - accuracy: 0.9958
103/377 [=======>......................] - ETA: 1:19 - loss: 0.0032 - mean_iou: 0.0392 - dsc: 0.2973 - tversky: 0.3017 - accuracy: 0.9959
104/377 [=======>......................] - ETA: 1:18 - loss: 0.0033 - mean_iou: 0.0390 - dsc: 0.2985 - tversky: 0.3027 - accuracy: 0.9958
105/377 [=======>......................] - ETA: 1:18 - loss: 0.0033 - mean_iou: 0.0388 - dsc: 0.3022 - tversky: 0.3058 - accuracy: 0.9957
106/377 [=======>......................] - ETA: 1:18 - loss: 0.0033 - mean_iou: 0.0384 - dsc: 0.2993 - tversky: 0.3030 - accuracy: 0.9957
107/377 [=======>......................] - ETA: 1:17 - loss: 0.0033 - mean_iou: 0.0381 - dsc: 0.2965 - tversky: 0.3001 - accuracy: 0.9958
108/377 [=======>......................] - ETA: 1:17 - loss: 0.0032 - mean_iou: 0.0377 - dsc: 0.2938 - tversky: 0.2974 - accuracy: 0.9958
109/377 [=======>......................] - ETA: 1:17 - loss: 0.0032 - mean_iou: 0.0374 - dsc: 0.2937 - tversky: 0.2977 - accuracy: 0.9958
110/377 [=======>......................] - ETA: 1:17 - loss: 0.0032 - mean_iou: 0.0373 - dsc: 0.2966 - tversky: 0.3007 - accuracy: 0.9959
111/377 [=======>......................] - ETA: 1:16 - loss: 0.0032 - mean_iou: 0.0369 - dsc: 0.2940 - tversky: 0.2980 - accuracy: 0.9959
112/377 [=======>......................] - ETA: 1:16 - loss: 0.0032 - mean_iou: 0.0367 - dsc: 0.2946 - tversky: 0.2985 - accuracy: 0.9959
113/377 [=======>......................] - ETA: 1:16 - loss: 0.0032 - mean_iou: 0.0368 - dsc: 0.2986 - tversky: 0.3022 - accuracy: 0.9958
114/377 [========>.....................] - ETA: 1:15 - loss: 0.0032 - mean_iou: 0.0365 - dsc: 0.2961 - tversky: 0.2996 - accuracy: 0.9958
115/377 [========>.....................] - ETA: 1:15 - loss: 0.0032 - mean_iou: 0.0361 - dsc: 0.2935 - tversky: 0.2970 - accuracy: 0.9959
116/377 [========>.....................] - ETA: 1:15 - loss: 0.0032 - mean_iou: 0.0358 - dsc: 0.2910 - tversky: 0.2945 - accuracy: 0.9959
117/377 [========>.....................] - ETA: 1:14 - loss: 0.0032 - mean_iou: 0.0355 - dsc: 0.2885 - tversky: 0.2920 - accuracy: 0.9959
118/377 [========>.....................] - ETA: 1:14 - loss: 0.0031 - mean_iou: 0.0352 - dsc: 0.2860 - tversky: 0.2895 - accuracy: 0.9960
119/377 [========>.....................] - ETA: 1:14 - loss: 0.0031 - mean_iou: 0.0349 - dsc: 0.2836 - tversky: 0.2871 - accuracy: 0.9960
120/377 [========>.....................] - ETA: 1:14 - loss: 0.0031 - mean_iou: 0.0346 - dsc: 0.2813 - tversky: 0.2847 - accuracy: 0.9960
121/377 [========>.....................] - ETA: 1:13 - loss: 0.0031 - mean_iou: 0.0345 - dsc: 0.2835 - tversky: 0.2867 - accuracy: 0.9960
122/377 [========>.....................] - ETA: 1:13 - loss: 0.0031 - mean_iou: 0.0343 - dsc: 0.2844 - tversky: 0.2882 - accuracy: 0.9960
123/377 [========>.....................] - ETA: 1:13 - loss: 0.0031 - mean_iou: 0.0341 - dsc: 0.2821 - tversky: 0.2858 - accuracy: 0.9961
124/377 [========>.....................] - ETA: 1:12 - loss: 0.0031 - mean_iou: 0.0339 - dsc: 0.2836 - tversky: 0.2874 - accuracy: 0.9961
125/377 [========>.....................] - ETA: 1:12 - loss: 0.0031 - mean_iou: 0.0337 - dsc: 0.2847 - tversky: 0.2885 - accuracy: 0.9960
126/377 [=========>....................] - ETA: 1:12 - loss: 0.0031 - mean_iou: 0.0340 - dsc: 0.2887 - tversky: 0.2924 - accuracy: 0.9960
127/377 [=========>....................] - ETA: 1:12 - loss: 0.0031 - mean_iou: 0.0339 - dsc: 0.2916 - tversky: 0.2957 - accuracy: 0.9960
128/377 [=========>....................] - ETA: 1:11 - loss: 0.0030 - mean_iou: 0.0337 - dsc: 0.2893 - tversky: 0.2934 - accuracy: 0.9961
129/377 [=========>....................] - ETA: 1:11 - loss: 0.0030 - mean_iou: 0.0334 - dsc: 0.2870 - tversky: 0.2911 - accuracy: 0.9961
130/377 [=========>....................] - ETA: 1:11 - loss: 0.0030 - mean_iou: 0.0331 - dsc: 0.2848 - tversky: 0.2889 - accuracy: 0.9961
131/377 [=========>....................] - ETA: 1:10 - loss: 0.0030 - mean_iou: 0.0329 - dsc: 0.2827 - tversky: 0.2867 - accuracy: 0.9962
132/377 [=========>....................] - ETA: 1:10 - loss: 0.0030 - mean_iou: 0.0326 - dsc: 0.2805 - tversky: 0.2845 - accuracy: 0.9962
133/377 [=========>....................] - ETA: 1:10 - loss: 0.0029 - mean_iou: 0.0324 - dsc: 0.2784 - tversky: 0.2824 - accuracy: 0.9962
134/377 [=========>....................] - ETA: 1:10 - loss: 0.0029 - mean_iou: 0.0322 - dsc: 0.2763 - tversky: 0.2803 - accuracy: 0.9962
135/377 [=========>....................] - ETA: 1:09 - loss: 0.0029 - mean_iou: 0.0324 - dsc: 0.2803 - tversky: 0.2842 - accuracy: 0.9962
136/377 [=========>....................] - ETA: 1:09 - loss: 0.0030 - mean_iou: 0.0332 - dsc: 0.2844 - tversky: 0.2880 - accuracy: 0.9961
137/377 [=========>....................] - ETA: 1:09 - loss: 0.0030 - mean_iou: 0.0331 - dsc: 0.2861 - tversky: 0.2902 - accuracy: 0.9961
138/377 [=========>....................] - ETA: 1:08 - loss: 0.0030 - mean_iou: 0.0335 - dsc: 0.2897 - tversky: 0.2937 - accuracy: 0.9961
139/377 [==========>...................] - ETA: 1:08 - loss: 0.0030 - mean_iou: 0.0333 - dsc: 0.2876 - tversky: 0.2916 - accuracy: 0.9961
140/377 [==========>...................] - ETA: 1:08 - loss: 0.0030 - mean_iou: 0.0331 - dsc: 0.2855 - tversky: 0.2895 - accuracy: 0.9962
141/377 [==========>...................] - ETA: 1:07 - loss: 0.0029 - mean_iou: 0.0328 - dsc: 0.2836 - tversky: 0.2875 - accuracy: 0.9962
142/377 [==========>...................] - ETA: 1:07 - loss: 0.0030 - mean_iou: 0.0329 - dsc: 0.2859 - tversky: 0.2898 - accuracy: 0.9962
143/377 [==========>...................] - ETA: 1:07 - loss: 0.0029 - mean_iou: 0.0327 - dsc: 0.2839 - tversky: 0.2878 - accuracy: 0.9962
144/377 [==========>...................] - ETA: 1:07 - loss: 0.0029 - mean_iou: 0.0325 - dsc: 0.2819 - tversky: 0.2858 - accuracy: 0.9962
145/377 [==========>...................] - ETA: 1:06 - loss: 0.0029 - mean_iou: 0.0323 - dsc: 0.2800 - tversky: 0.2839 - accuracy: 0.9963
146/377 [==========>...................] - ETA: 1:06 - loss: 0.0029 - mean_iou: 0.0320 - dsc: 0.2781 - tversky: 0.2820 - accuracy: 0.9963
147/377 [==========>...................] - ETA: 1:06 - loss: 0.0029 - mean_iou: 0.0323 - dsc: 0.2818 - tversky: 0.2858 - accuracy: 0.9963
148/377 [==========>...................] - ETA: 1:05 - loss: 0.0029 - mean_iou: 0.0321 - dsc: 0.2799 - tversky: 0.2838 - accuracy: 0.9963
149/377 [==========>...................] - ETA: 1:05 - loss: 0.0028 - mean_iou: 0.0320 - dsc: 0.2814 - tversky: 0.2855 - accuracy: 0.9963
150/377 [==========>...................] - ETA: 1:05 - loss: 0.0029 - mean_iou: 0.0319 - dsc: 0.2838 - tversky: 0.2879 - accuracy: 0.9963
151/377 [===========>..................] - ETA: 1:05 - loss: 0.0028 - mean_iou: 0.0317 - dsc: 0.2819 - tversky: 0.2860 - accuracy: 0.9963
152/377 [===========>..................] - ETA: 1:04 - loss: 0.0028 - mean_iou: 0.0315 - dsc: 0.2809 - tversky: 0.2852 - accuracy: 0.9964
153/377 [===========>..................] - ETA: 1:04 - loss: 0.0028 - mean_iou: 0.0316 - dsc: 0.2824 - tversky: 0.2871 - accuracy: 0.9964
154/377 [===========>..................] - ETA: 1:04 - loss: 0.0028 - mean_iou: 0.0314 - dsc: 0.2826 - tversky: 0.2875 - accuracy: 0.9964
155/377 [===========>..................] - ETA: 1:03 - loss: 0.0028 - mean_iou: 0.0312 - dsc: 0.2808 - tversky: 0.2856 - accuracy: 0.9964
156/377 [===========>..................] - ETA: 1:03 - loss: 0.0028 - mean_iou: 0.0310 - dsc: 0.2790 - tversky: 0.2838 - accuracy: 0.9964
157/377 [===========>..................] - ETA: 1:03 - loss: 0.0028 - mean_iou: 0.0310 - dsc: 0.2806 - tversky: 0.2857 - accuracy: 0.9964
158/377 [===========>..................] - ETA: 1:02 - loss: 0.0028 - mean_iou: 0.0310 - dsc: 0.2837 - tversky: 0.2887 - accuracy: 0.9964
159/377 [===========>..................] - ETA: 1:02 - loss: 0.0028 - mean_iou: 0.0312 - dsc: 0.2867 - tversky: 0.2916 - accuracy: 0.9964
160/377 [===========>..................] - ETA: 1:02 - loss: 0.0028 - mean_iou: 0.0312 - dsc: 0.2888 - tversky: 0.2936 - accuracy: 0.9964
161/377 [===========>..................] - ETA: 1:02 - loss: 0.0028 - mean_iou: 0.0312 - dsc: 0.2921 - tversky: 0.2971 - accuracy: 0.9964
162/377 [===========>..................] - ETA: 1:01 - loss: 0.0028 - mean_iou: 0.0310 - dsc: 0.2919 - tversky: 0.2970 - accuracy: 0.9964
163/377 [===========>..................] - ETA: 1:01 - loss: 0.0028 - mean_iou: 0.0311 - dsc: 0.2950 - tversky: 0.2999 - accuracy: 0.9964
164/377 [============>.................] - ETA: 1:01 - loss: 0.0028 - mean_iou: 0.0310 - dsc: 0.2954 - tversky: 0.3007 - accuracy: 0.9964
165/377 [============>.................] - ETA: 1:00 - loss: 0.0028 - mean_iou: 0.0308 - dsc: 0.2948 - tversky: 0.3002 - accuracy: 0.9964
166/377 [============>.................] - ETA: 1:00 - loss: 0.0028 - mean_iou: 0.0308 - dsc: 0.2978 - tversky: 0.3030 - accuracy: 0.9963
167/377 [============>.................] - ETA: 1:00 - loss: 0.0028 - mean_iou: 0.0307 - dsc: 0.2960 - tversky: 0.3012 - accuracy: 0.9964
168/377 [============>.................] - ETA: 1:00 - loss: 0.0028 - mean_iou: 0.0305 - dsc: 0.2942 - tversky: 0.2994 - accuracy: 0.9964
169/377 [============>.................] - ETA: 59s - loss: 0.0028 - mean_iou: 0.0303 - dsc: 0.2925 - tversky: 0.2976 - accuracy: 0.9964
170/377 [============>.................] - ETA: 59s - loss: 0.0028 - mean_iou: 0.0304 - dsc: 0.2955 - tversky: 0.3006 - accuracy: 0.9964
171/377 [============>.................] - ETA: 59s - loss: 0.0028 - mean_iou: 0.0305 - dsc: 0.2963 - tversky: 0.3013 - accuracy: 0.9964
172/377 [============>.................] - ETA: 58s - loss: 0.0028 - mean_iou: 0.0309 - dsc: 0.2992 - tversky: 0.3040 - accuracy: 0.9963
173/377 [============>.................] - ETA: 58s - loss: 0.0028 - mean_iou: 0.0308 - dsc: 0.3001 - tversky: 0.3049 - accuracy: 0.9963
174/377 [============>.................] - ETA: 58s - loss: 0.0028 - mean_iou: 0.0306 - dsc: 0.2984 - tversky: 0.3032 - accuracy: 0.9963
175/377 [============>.................] - ETA: 58s - loss: 0.0028 - mean_iou: 0.0304 - dsc: 0.2967 - tversky: 0.3015 - accuracy: 0.9963
176/377 [=============>................] - ETA: 57s - loss: 0.0028 - mean_iou: 0.0303 - dsc: 0.2950 - tversky: 0.2998 - accuracy: 0.9964
177/377 [=============>................] - ETA: 57s - loss: 0.0028 - mean_iou: 0.0301 - dsc: 0.2933 - tversky: 0.2981 - accuracy: 0.9964
178/377 [=============>................] - ETA: 57s - loss: 0.0028 - mean_iou: 0.0299 - dsc: 0.2917 - tversky: 0.2964 - accuracy: 0.9964
179/377 [=============>................] - ETA: 56s - loss: 0.0027 - mean_iou: 0.0298 - dsc: 0.2918 - tversky: 0.2967 - accuracy: 0.9964
180/377 [=============>................] - ETA: 56s - loss: 0.0027 - mean_iou: 0.0297 - dsc: 0.2902 - tversky: 0.2951 - accuracy: 0.9964
181/377 [=============>................] - ETA: 56s - loss: 0.0027 - mean_iou: 0.0295 - dsc: 0.2886 - tversky: 0.2935 - accuracy: 0.9965
182/377 [=============>................] - ETA: 55s - loss: 0.0027 - mean_iou: 0.0294 - dsc: 0.2870 - tversky: 0.2919 - accuracy: 0.9965
183/377 [=============>................] - ETA: 55s - loss: 0.0027 - mean_iou: 0.0298 - dsc: 0.2897 - tversky: 0.2945 - accuracy: 0.9964
184/377 [=============>................] - ETA: 55s - loss: 0.0027 - mean_iou: 0.0296 - dsc: 0.2882 - tversky: 0.2929 - accuracy: 0.9965
185/377 [=============>................] - ETA: 55s - loss: 0.0027 - mean_iou: 0.0295 - dsc: 0.2866 - tversky: 0.2913 - accuracy: 0.9965
186/377 [=============>................] - ETA: 54s - loss: 0.0027 - mean_iou: 0.0294 - dsc: 0.2882 - tversky: 0.2931 - accuracy: 0.9965
187/377 [=============>................] - ETA: 54s - loss: 0.0027 - mean_iou: 0.0296 - dsc: 0.2902 - tversky: 0.2950 - accuracy: 0.9965
188/377 [=============>................] - ETA: 54s - loss: 0.0027 - mean_iou: 0.0294 - dsc: 0.2886 - tversky: 0.2934 - accuracy: 0.9965
189/377 [==============>...............] - ETA: 53s - loss: 0.0027 - mean_iou: 0.0293 - dsc: 0.2889 - tversky: 0.2938 - accuracy: 0.9965
190/377 [==============>...............] - ETA: 53s - loss: 0.0027 - mean_iou: 0.0292 - dsc: 0.2874 - tversky: 0.2923 - accuracy: 0.9965
191/377 [==============>...............] - ETA: 53s - loss: 0.0027 - mean_iou: 0.0291 - dsc: 0.2877 - tversky: 0.2929 - accuracy: 0.9965
192/377 [==============>...............] - ETA: 53s - loss: 0.0027 - mean_iou: 0.0290 - dsc: 0.2895 - tversky: 0.2946 - accuracy: 0.9965
193/377 [==============>...............] - ETA: 52s - loss: 0.0027 - mean_iou: 0.0291 - dsc: 0.2907 - tversky: 0.2956 - accuracy: 0.9964
194/377 [==============>...............] - ETA: 52s - loss: 0.0029 - mean_iou: 0.0295 - dsc: 0.2929 - tversky: 0.2975 - accuracy: 0.9962
195/377 [==============>...............] - ETA: 52s - loss: 0.0029 - mean_iou: 0.0294 - dsc: 0.2944 - tversky: 0.2990 - accuracy: 0.9962
196/377 [==============>...............] - ETA: 51s - loss: 0.0029 - mean_iou: 0.0294 - dsc: 0.2958 - tversky: 0.3003 - accuracy: 0.9962
197/377 [==============>...............] - ETA: 51s - loss: 0.0029 - mean_iou: 0.0293 - dsc: 0.2968 - tversky: 0.3015 - accuracy: 0.9962
198/377 [==============>...............] - ETA: 51s - loss: 0.0029 - mean_iou: 0.0292 - dsc: 0.2953 - tversky: 0.2999 - accuracy: 0.9962
199/377 [==============>...............] - ETA: 51s - loss: 0.0029 - mean_iou: 0.0290 - dsc: 0.2939 - tversky: 0.2984 - accuracy: 0.9963
200/377 [==============>...............] - ETA: 50s - loss: 0.0029 - mean_iou: 0.0290 - dsc: 0.2953 - tversky: 0.3000 - accuracy: 0.9963
201/377 [==============>...............] - ETA: 50s - loss: 0.0028 - mean_iou: 0.0289 - dsc: 0.2961 - tversky: 0.3011 - accuracy: 0.9963
202/377 [===============>..............] - ETA: 50s - loss: 0.0028 - mean_iou: 0.0288 - dsc: 0.2946 - tversky: 0.2996 - accuracy: 0.9963
203/377 [===============>..............] - ETA: 49s - loss: 0.0028 - mean_iou: 0.0287 - dsc: 0.2945 - tversky: 0.2997 - accuracy: 0.9963
204/377 [===============>..............] - ETA: 49s - loss: 0.0028 - mean_iou: 0.0286 - dsc: 0.2930 - tversky: 0.2982 - accuracy: 0.9963
205/377 [===============>..............] - ETA: 49s - loss: 0.0028 - mean_iou: 0.0284 - dsc: 0.2916 - tversky: 0.2968 - accuracy: 0.9963
206/377 [===============>..............] - ETA: 49s - loss: 0.0028 - mean_iou: 0.0285 - dsc: 0.2943 - tversky: 0.2995 - accuracy: 0.9964
207/377 [===============>..............] - ETA: 48s - loss: 0.0028 - mean_iou: 0.0287 - dsc: 0.2971 - tversky: 0.3023 - accuracy: 0.9964
208/377 [===============>..............] - ETA: 48s - loss: 0.0028 - mean_iou: 0.0286 - dsc: 0.2969 - tversky: 0.3025 - accuracy: 0.9964
209/377 [===============>..............] - ETA: 48s - loss: 0.0028 - mean_iou: 0.0285 - dsc: 0.2955 - tversky: 0.3010 - accuracy: 0.9964
210/377 [===============>..............] - ETA: 47s - loss: 0.0028 - mean_iou: 0.0283 - dsc: 0.2941 - tversky: 0.2996 - accuracy: 0.9964
211/377 [===============>..............] - ETA: 47s - loss: 0.0028 - mean_iou: 0.0283 - dsc: 0.2941 - tversky: 0.2999 - accuracy: 0.9964
212/377 [===============>..............] - ETA: 47s - loss: 0.0028 - mean_iou: 0.0281 - dsc: 0.2927 - tversky: 0.2985 - accuracy: 0.9964
213/377 [===============>..............] - ETA: 47s - loss: 0.0027 - mean_iou: 0.0280 - dsc: 0.2914 - tversky: 0.2972 - accuracy: 0.9964
214/377 [================>.............] - ETA: 46s - loss: 0.0027 - mean_iou: 0.0279 - dsc: 0.2900 - tversky: 0.2958 - accuracy: 0.9964
215/377 [================>.............] - ETA: 46s - loss: 0.0027 - mean_iou: 0.0277 - dsc: 0.2887 - tversky: 0.2944 - accuracy: 0.9965
216/377 [================>.............] - ETA: 46s - loss: 0.0027 - mean_iou: 0.0276 - dsc: 0.2873 - tversky: 0.2930 - accuracy: 0.9965
217/377 [================>.............] - ETA: 45s - loss: 0.0027 - mean_iou: 0.0275 - dsc: 0.2860 - tversky: 0.2917 - accuracy: 0.9965
218/377 [================>.............] - ETA: 45s - loss: 0.0027 - mean_iou: 0.0275 - dsc: 0.2870 - tversky: 0.2931 - accuracy: 0.9965
219/377 [================>.............] - ETA: 45s - loss: 0.0027 - mean_iou: 0.0277 - dsc: 0.2898 - tversky: 0.2959 - accuracy: 0.9965
220/377 [================>.............] - ETA: 45s - loss: 0.0027 - mean_iou: 0.0281 - dsc: 0.2927 - tversky: 0.2988 - accuracy: 0.9965
221/377 [================>.............] - ETA: 44s - loss: 0.0027 - mean_iou: 0.0282 - dsc: 0.2952 - tversky: 0.3014 - accuracy: 0.9965
222/377 [================>.............] - ETA: 44s - loss: 0.0027 - mean_iou: 0.0281 - dsc: 0.2939 - tversky: 0.3001 - accuracy: 0.9965
223/377 [================>.............] - ETA: 44s - loss: 0.0027 - mean_iou: 0.0280 - dsc: 0.2926 - tversky: 0.2987 - accuracy: 0.9965
224/377 [================>.............] - ETA: 43s - loss: 0.0027 - mean_iou: 0.0278 - dsc: 0.2913 - tversky: 0.2974 - accuracy: 0.9965
225/377 [================>.............] - ETA: 43s - loss: 0.0026 - mean_iou: 0.0277 - dsc: 0.2900 - tversky: 0.2961 - accuracy: 0.9966
226/377 [================>.............] - ETA: 43s - loss: 0.0026 - mean_iou: 0.0276 - dsc: 0.2889 - tversky: 0.2951 - accuracy: 0.9966
227/377 [=================>............] - ETA: 42s - loss: 0.0027 - mean_iou: 0.0276 - dsc: 0.2907 - tversky: 0.2967 - accuracy: 0.9965
228/377 [=================>............] - ETA: 42s - loss: 0.0027 - mean_iou: 0.0274 - dsc: 0.2895 - tversky: 0.2955 - accuracy: 0.9965
229/377 [=================>............] - ETA: 42s - loss: 0.0027 - mean_iou: 0.0273 - dsc: 0.2883 - tversky: 0.2942 - accuracy: 0.9965
230/377 [=================>............] - ETA: 42s - loss: 0.0026 - mean_iou: 0.0272 - dsc: 0.2870 - tversky: 0.2929 - accuracy: 0.9966
231/377 [=================>............] - ETA: 41s - loss: 0.0026 - mean_iou: 0.0273 - dsc: 0.2893 - tversky: 0.2953 - accuracy: 0.9966
232/377 [=================>............] - ETA: 41s - loss: 0.0026 - mean_iou: 0.0274 - dsc: 0.2917 - tversky: 0.2978 - accuracy: 0.9966
233/377 [=================>............] - ETA: 41s - loss: 0.0026 - mean_iou: 0.0273 - dsc: 0.2904 - tversky: 0.2965 - accuracy: 0.9966
234/377 [=================>............] - ETA: 40s - loss: 0.0026 - mean_iou: 0.0272 - dsc: 0.2892 - tversky: 0.2953 - accuracy: 0.9966
235/377 [=================>............] - ETA: 40s - loss: 0.0026 - mean_iou: 0.0271 - dsc: 0.2879 - tversky: 0.2940 - accuracy: 0.9966
236/377 [=================>............] - ETA: 40s - loss: 0.0026 - mean_iou: 0.0270 - dsc: 0.2867 - tversky: 0.2928 - accuracy: 0.9966
237/377 [=================>............] - ETA: 40s - loss: 0.0026 - mean_iou: 0.0268 - dsc: 0.2855 - tversky: 0.2916 - accuracy: 0.9966
238/377 [=================>............] - ETA: 39s - loss: 0.0026 - mean_iou: 0.0267 - dsc: 0.2843 - tversky: 0.2903 - accuracy: 0.9967
239/377 [==================>...........] - ETA: 39s - loss: 0.0026 - mean_iou: 0.0266 - dsc: 0.2831 - tversky: 0.2891 - accuracy: 0.9967
240/377 [==================>...........] - ETA: 39s - loss: 0.0025 - mean_iou: 0.0265 - dsc: 0.2820 - tversky: 0.2879 - accuracy: 0.9967
241/377 [==================>...........] - ETA: 38s - loss: 0.0026 - mean_iou: 0.0266 - dsc: 0.2838 - tversky: 0.2896 - accuracy: 0.9967
242/377 [==================>...........] - ETA: 38s - loss: 0.0026 - mean_iou: 0.0270 - dsc: 0.2859 - tversky: 0.2917 - accuracy: 0.9966
243/377 [==================>...........] - ETA: 38s - loss: 0.0026 - mean_iou: 0.0270 - dsc: 0.2873 - tversky: 0.2932 - accuracy: 0.9966
244/377 [==================>...........] - ETA: 38s - loss: 0.0026 - mean_iou: 0.0269 - dsc: 0.2861 - tversky: 0.2921 - accuracy: 0.9966
245/377 [==================>...........] - ETA: 37s - loss: 0.0026 - mean_iou: 0.0268 - dsc: 0.2850 - tversky: 0.2909 - accuracy: 0.9967
246/377 [==================>...........] - ETA: 37s - loss: 0.0025 - mean_iou: 0.0267 - dsc: 0.2838 - tversky: 0.2897 - accuracy: 0.9967
247/377 [==================>...........] - ETA: 37s - loss: 0.0025 - mean_iou: 0.0266 - dsc: 0.2826 - tversky: 0.2885 - accuracy: 0.9967
248/377 [==================>...........] - ETA: 36s - loss: 0.0025 - mean_iou: 0.0265 - dsc: 0.2815 - tversky: 0.2874 - accuracy: 0.9967
249/377 [==================>...........] - ETA: 36s - loss: 0.0025 - mean_iou: 0.0264 - dsc: 0.2804 - tversky: 0.2862 - accuracy: 0.9967
250/377 [==================>...........] - ETA: 36s - loss: 0.0025 - mean_iou: 0.0263 - dsc: 0.2793 - tversky: 0.2851 - accuracy: 0.9967
251/377 [==================>...........] - ETA: 36s - loss: 0.0025 - mean_iou: 0.0262 - dsc: 0.2782 - tversky: 0.2839 - accuracy: 0.9967
252/377 [===================>..........] - ETA: 35s - loss: 0.0025 - mean_iou: 0.0263 - dsc: 0.2801 - tversky: 0.2861 - accuracy: 0.9967
253/377 [===================>..........] - ETA: 35s - loss: 0.0025 - mean_iou: 0.0263 - dsc: 0.2818 - tversky: 0.2879 - accuracy: 0.9968
254/377 [===================>..........] - ETA: 35s - loss: 0.0025 - mean_iou: 0.0262 - dsc: 0.2807 - tversky: 0.2868 - accuracy: 0.9968
255/377 [===================>..........] - ETA: 34s - loss: 0.0025 - mean_iou: 0.0261 - dsc: 0.2796 - tversky: 0.2857 - accuracy: 0.9968
256/377 [===================>..........] - ETA: 34s - loss: 0.0025 - mean_iou: 0.0260 - dsc: 0.2785 - tversky: 0.2846 - accuracy: 0.9968
257/377 [===================>..........] - ETA: 34s - loss: 0.0025 - mean_iou: 0.0259 - dsc: 0.2774 - tversky: 0.2835 - accuracy: 0.9968
258/377 [===================>..........] - ETA: 34s - loss: 0.0024 - mean_iou: 0.0258 - dsc: 0.2764 - tversky: 0.2824 - accuracy: 0.9968
259/377 [===================>..........] - ETA: 33s - loss: 0.0024 - mean_iou: 0.0257 - dsc: 0.2753 - tversky: 0.2813 - accuracy: 0.9968
260/377 [===================>..........] - ETA: 33s - loss: 0.0024 - mean_iou: 0.0256 - dsc: 0.2743 - tversky: 0.2803 - accuracy: 0.9968
261/377 [===================>..........] - ETA: 33s - loss: 0.0025 - mean_iou: 0.0256 - dsc: 0.2760 - tversky: 0.2818 - accuracy: 0.9968
262/377 [===================>..........] - ETA: 32s - loss: 0.0024 - mean_iou: 0.0255 - dsc: 0.2749 - tversky: 0.2808 - accuracy: 0.9968
263/377 [===================>..........] - ETA: 32s - loss: 0.0024 - mean_iou: 0.0254 - dsc: 0.2739 - tversky: 0.2797 - accuracy: 0.9968
264/377 [====================>.........] - ETA: 32s - loss: 0.0024 - mean_iou: 0.0253 - dsc: 0.2728 - tversky: 0.2786 - accuracy: 0.9968
265/377 [====================>.........] - ETA: 32s - loss: 0.0024 - mean_iou: 0.0254 - dsc: 0.2748 - tversky: 0.2806 - accuracy: 0.9968
266/377 [====================>.........] - ETA: 31s - loss: 0.0024 - mean_iou: 0.0253 - dsc: 0.2743 - tversky: 0.2803 - accuracy: 0.9968
267/377 [====================>.........] - ETA: 31s - loss: 0.0024 - mean_iou: 0.0252 - dsc: 0.2733 - tversky: 0.2792 - accuracy: 0.9968
268/377 [====================>.........] - ETA: 31s - loss: 0.0024 - mean_iou: 0.0252 - dsc: 0.2742 - tversky: 0.2801 - accuracy: 0.9968
269/377 [====================>.........] - ETA: 30s - loss: 0.0024 - mean_iou: 0.0252 - dsc: 0.2757 - tversky: 0.2816 - accuracy: 0.9968
270/377 [====================>.........] - ETA: 30s - loss: 0.0024 - mean_iou: 0.0251 - dsc: 0.2747 - tversky: 0.2806 - accuracy: 0.9968
271/377 [====================>.........] - ETA: 30s - loss: 0.0024 - mean_iou: 0.0250 - dsc: 0.2737 - tversky: 0.2796 - accuracy: 0.9968
272/377 [====================>.........] - ETA: 30s - loss: 0.0024 - mean_iou: 0.0249 - dsc: 0.2727 - tversky: 0.2786 - accuracy: 0.9968
273/377 [====================>.........] - ETA: 29s - loss: 0.0024 - mean_iou: 0.0249 - dsc: 0.2717 - tversky: 0.2775 - accuracy: 0.9969
274/377 [====================>.........] - ETA: 29s - loss: 0.0024 - mean_iou: 0.0248 - dsc: 0.2707 - tversky: 0.2765 - accuracy: 0.9969
275/377 [====================>.........] - ETA: 29s - loss: 0.0024 - mean_iou: 0.0247 - dsc: 0.2697 - tversky: 0.2755 - accuracy: 0.9969
276/377 [====================>.........] - ETA: 28s - loss: 0.0024 - mean_iou: 0.0246 - dsc: 0.2688 - tversky: 0.2745 - accuracy: 0.9969
277/377 [=====================>........] - ETA: 28s - loss: 0.0024 - mean_iou: 0.0246 - dsc: 0.2704 - tversky: 0.2764 - accuracy: 0.9969
278/377 [=====================>........] - ETA: 28s - loss: 0.0024 - mean_iou: 0.0247 - dsc: 0.2722 - tversky: 0.2781 - accuracy: 0.9969
279/377 [=====================>........] - ETA: 28s - loss: 0.0024 - mean_iou: 0.0246 - dsc: 0.2712 - tversky: 0.2772 - accuracy: 0.9969
280/377 [=====================>........] - ETA: 27s - loss: 0.0024 - mean_iou: 0.0245 - dsc: 0.2703 - tversky: 0.2762 - accuracy: 0.9969
281/377 [=====================>........] - ETA: 27s - loss: 0.0023 - mean_iou: 0.0244 - dsc: 0.2693 - tversky: 0.2752 - accuracy: 0.9969
282/377 [=====================>........] - ETA: 27s - loss: 0.0023 - mean_iou: 0.0244 - dsc: 0.2684 - tversky: 0.2742 - accuracy: 0.9969
283/377 [=====================>........] - ETA: 26s - loss: 0.0023 - mean_iou: 0.0243 - dsc: 0.2674 - tversky: 0.2733 - accuracy: 0.9970
284/377 [=====================>........] - ETA: 26s - loss: 0.0023 - mean_iou: 0.0242 - dsc: 0.2665 - tversky: 0.2723 - accuracy: 0.9970
285/377 [=====================>........] - ETA: 26s - loss: 0.0023 - mean_iou: 0.0241 - dsc: 0.2655 - tversky: 0.2714 - accuracy: 0.9970
286/377 [=====================>........] - ETA: 26s - loss: 0.0023 - mean_iou: 0.0240 - dsc: 0.2646 - tversky: 0.2704 - accuracy: 0.9970
287/377 [=====================>........] - ETA: 25s - loss: 0.0023 - mean_iou: 0.0239 - dsc: 0.2637 - tversky: 0.2695 - accuracy: 0.9970
288/377 [=====================>........] - ETA: 25s - loss: 0.0023 - mean_iou: 0.0238 - dsc: 0.2628 - tversky: 0.2685 - accuracy: 0.9970
289/377 [=====================>........] - ETA: 25s - loss: 0.0023 - mean_iou: 0.0239 - dsc: 0.2646 - tversky: 0.2705 - accuracy: 0.9970
290/377 [======================>.......] - ETA: 24s - loss: 0.0023 - mean_iou: 0.0239 - dsc: 0.2637 - tversky: 0.2696 - accuracy: 0.9970
291/377 [======================>.......] - ETA: 24s - loss: 0.0023 - mean_iou: 0.0238 - dsc: 0.2628 - tversky: 0.2687 - accuracy: 0.9970
292/377 [======================>.......] - ETA: 24s - loss: 0.0023 - mean_iou: 0.0237 - dsc: 0.2619 - tversky: 0.2677 - accuracy: 0.9970
293/377 [======================>.......] - ETA: 24s - loss: 0.0023 - mean_iou: 0.0236 - dsc: 0.2610 - tversky: 0.2668 - accuracy: 0.9970
294/377 [======================>.......] - ETA: 23s - loss: 0.0023 - mean_iou: 0.0235 - dsc: 0.2602 - tversky: 0.2659 - accuracy: 0.9971
295/377 [======================>.......] - ETA: 23s - loss: 0.0022 - mean_iou: 0.0235 - dsc: 0.2593 - tversky: 0.2650 - accuracy: 0.9971
296/377 [======================>.......] - ETA: 23s - loss: 0.0022 - mean_iou: 0.0234 - dsc: 0.2584 - tversky: 0.2642 - accuracy: 0.9971
297/377 [======================>.......] - ETA: 22s - loss: 0.0022 - mean_iou: 0.0233 - dsc: 0.2575 - tversky: 0.2633 - accuracy: 0.9971
298/377 [======================>.......] - ETA: 22s - loss: 0.0022 - mean_iou: 0.0232 - dsc: 0.2567 - tversky: 0.2624 - accuracy: 0.9971
299/377 [======================>.......] - ETA: 22s - loss: 0.0022 - mean_iou: 0.0231 - dsc: 0.2558 - tversky: 0.2615 - accuracy: 0.9971
300/377 [======================>.......] - ETA: 22s - loss: 0.0022 - mean_iou: 0.0231 - dsc: 0.2570 - tversky: 0.2628 - accuracy: 0.9971
301/377 [======================>.......] - ETA: 21s - loss: 0.0022 - mean_iou: 0.0231 - dsc: 0.2588 - tversky: 0.2645 - accuracy: 0.9971
302/377 [=======================>......] - ETA: 21s - loss: 0.0022 - mean_iou: 0.0231 - dsc: 0.2579 - tversky: 0.2636 - accuracy: 0.9971
303/377 [=======================>......] - ETA: 21s - loss: 0.0022 - mean_iou: 0.0230 - dsc: 0.2571 - tversky: 0.2628 - accuracy: 0.9971
304/377 [=======================>......] - ETA: 20s - loss: 0.0022 - mean_iou: 0.0229 - dsc: 0.2562 - tversky: 0.2619 - accuracy: 0.9971
305/377 [=======================>......] - ETA: 20s - loss: 0.0022 - mean_iou: 0.0228 - dsc: 0.2554 - tversky: 0.2611 - accuracy: 0.9971
306/377 [=======================>......] - ETA: 20s - loss: 0.0022 - mean_iou: 0.0228 - dsc: 0.2546 - tversky: 0.2602 - accuracy: 0.9971
307/377 [=======================>......] - ETA: 20s - loss: 0.0022 - mean_iou: 0.0227 - dsc: 0.2537 - tversky: 0.2594 - accuracy: 0.9972
308/377 [=======================>......] - ETA: 19s - loss: 0.0022 - mean_iou: 0.0226 - dsc: 0.2529 - tversky: 0.2585 - accuracy: 0.9972
309/377 [=======================>......] - ETA: 19s - loss: 0.0022 - mean_iou: 0.0225 - dsc: 0.2521 - tversky: 0.2577 - accuracy: 0.9972
310/377 [=======================>......] - ETA: 19s - loss: 0.0022 - mean_iou: 0.0225 - dsc: 0.2513 - tversky: 0.2569 - accuracy: 0.9972
311/377 [=======================>......] - ETA: 18s - loss: 0.0022 - mean_iou: 0.0224 - dsc: 0.2508 - tversky: 0.2564 - accuracy: 0.9972
312/377 [=======================>......] - ETA: 18s - loss: 0.0022 - mean_iou: 0.0224 - dsc: 0.2524 - tversky: 0.2578 - accuracy: 0.9972
313/377 [=======================>......] - ETA: 18s - loss: 0.0022 - mean_iou: 0.0225 - dsc: 0.2542 - tversky: 0.2597 - accuracy: 0.9972
314/377 [=======================>......] - ETA: 18s - loss: 0.0022 - mean_iou: 0.0224 - dsc: 0.2534 - tversky: 0.2589 - accuracy: 0.9972
315/377 [========================>.....] - ETA: 17s - loss: 0.0022 - mean_iou: 0.0224 - dsc: 0.2525 - tversky: 0.2580 - accuracy: 0.9972
316/377 [========================>.....] - ETA: 17s - loss: 0.0022 - mean_iou: 0.0223 - dsc: 0.2518 - tversky: 0.2572 - accuracy: 0.9972
317/377 [========================>.....] - ETA: 17s - loss: 0.0022 - mean_iou: 0.0222 - dsc: 0.2510 - tversky: 0.2564 - accuracy: 0.9972
318/377 [========================>.....] - ETA: 16s - loss: 0.0021 - mean_iou: 0.0222 - dsc: 0.2502 - tversky: 0.2556 - accuracy: 0.9972
319/377 [========================>.....] - ETA: 16s - loss: 0.0021 - mean_iou: 0.0221 - dsc: 0.2494 - tversky: 0.2548 - accuracy: 0.9972
320/377 [========================>.....] - ETA: 16s - loss: 0.0021 - mean_iou: 0.0221 - dsc: 0.2509 - tversky: 0.2564 - accuracy: 0.9972
321/377 [========================>.....] - ETA: 16s - loss: 0.0021 - mean_iou: 0.0222 - dsc: 0.2526 - tversky: 0.2580 - accuracy: 0.9972
322/377 [========================>.....] - ETA: 15s - loss: 0.0021 - mean_iou: 0.0221 - dsc: 0.2518 - tversky: 0.2572 - accuracy: 0.9972
323/377 [========================>.....] - ETA: 15s - loss: 0.0021 - mean_iou: 0.0221 - dsc: 0.2510 - tversky: 0.2564 - accuracy: 0.9972
324/377 [========================>.....] - ETA: 15s - loss: 0.0021 - mean_iou: 0.0221 - dsc: 0.2525 - tversky: 0.2580 - accuracy: 0.9972
325/377 [========================>.....] - ETA: 14s - loss: 0.0021 - mean_iou: 0.0222 - dsc: 0.2542 - tversky: 0.2598 - accuracy: 0.9972
326/377 [========================>.....] - ETA: 14s - loss: 0.0021 - mean_iou: 0.0222 - dsc: 0.2534 - tversky: 0.2590 - accuracy: 0.9972
327/377 [=========================>....] - ETA: 14s - loss: 0.0021 - mean_iou: 0.0221 - dsc: 0.2526 - tversky: 0.2582 - accuracy: 0.9972
328/377 [=========================>....] - ETA: 14s - loss: 0.0021 - mean_iou: 0.0220 - dsc: 0.2519 - tversky: 0.2574 - accuracy: 0.9972
329/377 [=========================>....] - ETA: 13s - loss: 0.0021 - mean_iou: 0.0220 - dsc: 0.2514 - tversky: 0.2570 - accuracy: 0.9972
330/377 [=========================>....] - ETA: 13s - loss: 0.0021 - mean_iou: 0.0219 - dsc: 0.2507 - tversky: 0.2563 - accuracy: 0.9973
331/377 [=========================>....] - ETA: 13s - loss: 0.0021 - mean_iou: 0.0218 - dsc: 0.2499 - tversky: 0.2555 - accuracy: 0.9973
332/377 [=========================>....] - ETA: 12s - loss: 0.0021 - mean_iou: 0.0218 - dsc: 0.2492 - tversky: 0.2547 - accuracy: 0.9973
333/377 [=========================>....] - ETA: 12s - loss: 0.0021 - mean_iou: 0.0218 - dsc: 0.2506 - tversky: 0.2563 - accuracy: 0.9973
334/377 [=========================>....] - ETA: 12s - loss: 0.0021 - mean_iou: 0.0220 - dsc: 0.2522 - tversky: 0.2580 - accuracy: 0.9973
335/377 [=========================>....] - ETA: 12s - loss: 0.0021 - mean_iou: 0.0220 - dsc: 0.2535 - tversky: 0.2595 - accuracy: 0.9973
336/377 [=========================>....] - ETA: 11s - loss: 0.0021 - mean_iou: 0.0220 - dsc: 0.2527 - tversky: 0.2588 - accuracy: 0.9973
337/377 [=========================>....] - ETA: 11s - loss: 0.0021 - mean_iou: 0.0222 - dsc: 0.2543 - tversky: 0.2604 - accuracy: 0.9973
338/377 [=========================>....] - ETA: 11s - loss: 0.0021 - mean_iou: 0.0223 - dsc: 0.2560 - tversky: 0.2621 - accuracy: 0.9973
339/377 [=========================>....] - ETA: 10s - loss: 0.0021 - mean_iou: 0.0223 - dsc: 0.2553 - tversky: 0.2614 - accuracy: 0.9973
340/377 [==========================>...] - ETA: 10s - loss: 0.0021 - mean_iou: 0.0222 - dsc: 0.2545 - tversky: 0.2606 - accuracy: 0.9973
341/377 [==========================>...] - ETA: 10s - loss: 0.0021 - mean_iou: 0.0222 - dsc: 0.2538 - tversky: 0.2598 - accuracy: 0.9973
342/377 [==========================>...] - ETA: 10s - loss: 0.0021 - mean_iou: 0.0221 - dsc: 0.2530 - tversky: 0.2591 - accuracy: 0.9973
343/377 [==========================>...] - ETA: 9s - loss: 0.0021 - mean_iou: 0.0220 - dsc: 0.2523 - tversky: 0.2583 - accuracy: 0.9973
344/377 [==========================>...] - ETA: 9s - loss: 0.0020 - mean_iou: 0.0220 - dsc: 0.2516 - tversky: 0.2576 - accuracy: 0.9973
345/377 [==========================>...] - ETA: 9s - loss: 0.0020 - mean_iou: 0.0221 - dsc: 0.2531 - tversky: 0.2592 - accuracy: 0.9973
346/377 [==========================>...] - ETA: 8s - loss: 0.0020 - mean_iou: 0.0220 - dsc: 0.2524 - tversky: 0.2585 - accuracy: 0.9973
347/377 [==========================>...] - ETA: 8s - loss: 0.0020 - mean_iou: 0.0219 - dsc: 0.2516 - tversky: 0.2577 - accuracy: 0.9973
348/377 [==========================>...] - ETA: 8s - loss: 0.0020 - mean_iou: 0.0220 - dsc: 0.2532 - tversky: 0.2594 - accuracy: 0.9974
349/377 [==========================>...] - ETA: 8s - loss: 0.0020 - mean_iou: 0.0220 - dsc: 0.2525 - tversky: 0.2587 - accuracy: 0.9974
350/377 [==========================>...] - ETA: 7s - loss: 0.0020 - mean_iou: 0.0219 - dsc: 0.2518 - tversky: 0.2580 - accuracy: 0.9974
351/377 [==========================>...] - ETA: 7s - loss: 0.0020 - mean_iou: 0.0219 - dsc: 0.2511 - tversky: 0.2572 - accuracy: 0.9974
352/377 [===========================>..] - ETA: 7s - loss: 0.0020 - mean_iou: 0.0218 - dsc: 0.2503 - tversky: 0.2565 - accuracy: 0.9974
353/377 [===========================>..] - ETA: 6s - loss: 0.0020 - mean_iou: 0.0217 - dsc: 0.2496 - tversky: 0.2558 - accuracy: 0.9974
354/377 [===========================>..] - ETA: 6s - loss: 0.0020 - mean_iou: 0.0217 - dsc: 0.2489 - tversky: 0.2551 - accuracy: 0.9974
355/377 [===========================>..] - ETA: 6s - loss: 0.0020 - mean_iou: 0.0216 - dsc: 0.2482 - tversky: 0.2544 - accuracy: 0.9974
356/377 [===========================>..] - ETA: 6s - loss: 0.0020 - mean_iou: 0.0215 - dsc: 0.2475 - tversky: 0.2536 - accuracy: 0.9974
357/377 [===========================>..] - ETA: 5s - loss: 0.0020 - mean_iou: 0.0216 - dsc: 0.2484 - tversky: 0.2544 - accuracy: 0.9974
358/377 [===========================>..] - ETA: 5s - loss: 0.0021 - mean_iou: 0.0217 - dsc: 0.2496 - tversky: 0.2555 - accuracy: 0.9973
359/377 [===========================>..] - ETA: 5s - loss: 0.0020 - mean_iou: 0.0217 - dsc: 0.2512 - tversky: 0.2572 - accuracy: 0.9973
360/377 [===========================>..] - ETA: 4s - loss: 0.0020 - mean_iou: 0.0217 - dsc: 0.2505 - tversky: 0.2565 - accuracy: 0.9973
361/377 [===========================>..] - ETA: 4s - loss: 0.0020 - mean_iou: 0.0216 - dsc: 0.2498 - tversky: 0.2558 - accuracy: 0.9974
362/377 [===========================>..] - ETA: 4s - loss: 0.0020 - mean_iou: 0.0215 - dsc: 0.2491 - tversky: 0.2551 - accuracy: 0.9974
363/377 [===========================>..] - ETA: 4s - loss: 0.0020 - mean_iou: 0.0215 - dsc: 0.2484 - tversky: 0.2544 - accuracy: 0.9974
364/377 [===========================>..] - ETA: 3s - loss: 0.0020 - mean_iou: 0.0214 - dsc: 0.2478 - tversky: 0.2537 - accuracy: 0.9974
365/377 [============================>.] - ETA: 3s - loss: 0.0020 - mean_iou: 0.0214 - dsc: 0.2471 - tversky: 0.2530 - accuracy: 0.9974
366/377 [============================>.] - ETA: 3s - loss: 0.0020 - mean_iou: 0.0213 - dsc: 0.2464 - tversky: 0.2523 - accuracy: 0.9974
367/377 [============================>.] - ETA: 2s - loss: 0.0020 - mean_iou: 0.0213 - dsc: 0.2475 - tversky: 0.2533 - accuracy: 0.9974
368/377 [============================>.] - ETA: 2s - loss: 0.0020 - mean_iou: 0.0213 - dsc: 0.2481 - tversky: 0.2541 - accuracy: 0.9974
369/377 [============================>.] - ETA: 2s - loss: 0.0021 - mean_iou: 0.0215 - dsc: 0.2492 - tversky: 0.2551 - accuracy: 0.9973
370/377 [============================>.] - ETA: 2s - loss: 0.0021 - mean_iou: 0.0216 - dsc: 0.2505 - tversky: 0.2563 - accuracy: 0.9972
371/377 [============================>.] - ETA: 1s - loss: 0.0021 - mean_iou: 0.0216 - dsc: 0.2513 - tversky: 0.2569 - accuracy: 0.9972
372/377 [============================>.] - ETA: 1s - loss: 0.0021 - mean_iou: 0.0216 - dsc: 0.2519 - tversky: 0.2577 - accuracy: 0.9972
373/377 [============================>.] - ETA: 1s - loss: 0.0021 - mean_iou: 0.0216 - dsc: 0.2513 - tversky: 0.2570 - accuracy: 0.9972
374/377 [============================>.] - ETA: 0s - loss: 0.0021 - mean_iou: 0.0215 - dsc: 0.2506 - tversky: 0.2563 - accuracy: 0.9972
375/377 [============================>.] - ETA: 0s - loss: 0.0021 - mean_iou: 0.0215 - dsc: 0.2515 - tversky: 0.2573 - accuracy: 0.9972
376/377 [============================>.] - ETA: 0s - loss: 0.0021 - mean_iou: 0.0215 - dsc: 0.2519 - tversky: 0.2579 - accuracy: 0.9972
377/377 [==============================] - ETA: 0s - loss: 0.0021 - mean_iou: 0.0214 - dsc: 0.2512 - tversky: 0.2572 - accuracy: 0.9972
377/377 [==============================] - 115s 289ms/step - loss: 0.0021 - mean_iou: 0.0214 - dsc: 0.2512 - tversky: 0.2572 - accuracy: 0.9972
[0.002118393313139677, 0.02143089286983013, 0.25121501088142395, 0.25720059871673584, 0.9972461462020874]