-
Notifications
You must be signed in to change notification settings - Fork 0
/
model.txt
774 lines (774 loc) · 75.3 KB
/
model.txt
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
671
672
673
674
675
676
677
678
679
680
681
682
683
684
685
686
687
688
689
690
691
692
693
694
695
696
697
698
699
700
701
702
703
704
705
706
707
708
709
710
711
712
713
714
715
716
717
718
719
720
721
722
723
724
725
726
727
728
729
730
731
732
733
734
735
736
737
738
739
740
741
742
743
744
745
746
747
748
749
750
751
752
753
754
755
756
757
758
759
760
761
762
763
764
765
766
767
768
769
770
771
772
773
774
Model: "model"
__________________________________________________________________________________________________
Layer (type) Output Shape Param # Connected to
==================================================================================================
input_1 (InputLayer) [(None, 416, 416, 3) 0
__________________________________________________________________________________________________
conv2d (Conv2D) (None, 416, 416, 32) 864 input_1[0][0]
__________________________________________________________________________________________________
batch_normalization (BatchNorma (None, 416, 416, 32) 128 conv2d[0][0]
__________________________________________________________________________________________________
tf_op_layer_LeakyRelu (TensorFl [(None, 416, 416, 32 0 batch_normalization[0][0]
__________________________________________________________________________________________________
zero_padding2d (ZeroPadding2D) (None, 417, 417, 32) 0 tf_op_layer_LeakyRelu[0][0]
__________________________________________________________________________________________________
conv2d_1 (Conv2D) (None, 208, 208, 64) 18432 zero_padding2d[0][0]
__________________________________________________________________________________________________
batch_normalization_1 (BatchNor (None, 208, 208, 64) 256 conv2d_1[0][0]
__________________________________________________________________________________________________
tf_op_layer_LeakyRelu_1 (Tensor [(None, 208, 208, 64 0 batch_normalization_1[0][0]
__________________________________________________________________________________________________
conv2d_2 (Conv2D) (None, 208, 208, 32) 2048 tf_op_layer_LeakyRelu_1[0][0]
__________________________________________________________________________________________________
batch_normalization_2 (BatchNor (None, 208, 208, 32) 128 conv2d_2[0][0]
__________________________________________________________________________________________________
tf_op_layer_LeakyRelu_2 (Tensor [(None, 208, 208, 32 0 batch_normalization_2[0][0]
__________________________________________________________________________________________________
conv2d_3 (Conv2D) (None, 208, 208, 64) 18432 tf_op_layer_LeakyRelu_2[0][0]
__________________________________________________________________________________________________
batch_normalization_3 (BatchNor (None, 208, 208, 64) 256 conv2d_3[0][0]
__________________________________________________________________________________________________
tf_op_layer_LeakyRelu_3 (Tensor [(None, 208, 208, 64 0 batch_normalization_3[0][0]
__________________________________________________________________________________________________
tf_op_layer_add (TensorFlowOpLa [(None, 208, 208, 64 0 tf_op_layer_LeakyRelu_1[0][0]
tf_op_layer_LeakyRelu_3[0][0]
__________________________________________________________________________________________________
zero_padding2d_1 (ZeroPadding2D (None, 209, 209, 64) 0 tf_op_layer_add[0][0]
__________________________________________________________________________________________________
conv2d_4 (Conv2D) (None, 104, 104, 128 73728 zero_padding2d_1[0][0]
__________________________________________________________________________________________________
batch_normalization_4 (BatchNor (None, 104, 104, 128 512 conv2d_4[0][0]
__________________________________________________________________________________________________
tf_op_layer_LeakyRelu_4 (Tensor [(None, 104, 104, 12 0 batch_normalization_4[0][0]
__________________________________________________________________________________________________
conv2d_5 (Conv2D) (None, 104, 104, 64) 8192 tf_op_layer_LeakyRelu_4[0][0]
__________________________________________________________________________________________________
batch_normalization_5 (BatchNor (None, 104, 104, 64) 256 conv2d_5[0][0]
__________________________________________________________________________________________________
tf_op_layer_LeakyRelu_5 (Tensor [(None, 104, 104, 64 0 batch_normalization_5[0][0]
__________________________________________________________________________________________________
conv2d_6 (Conv2D) (None, 104, 104, 128 73728 tf_op_layer_LeakyRelu_5[0][0]
__________________________________________________________________________________________________
batch_normalization_6 (BatchNor (None, 104, 104, 128 512 conv2d_6[0][0]
__________________________________________________________________________________________________
tf_op_layer_LeakyRelu_6 (Tensor [(None, 104, 104, 12 0 batch_normalization_6[0][0]
__________________________________________________________________________________________________
tf_op_layer_add_1 (TensorFlowOp [(None, 104, 104, 12 0 tf_op_layer_LeakyRelu_4[0][0]
tf_op_layer_LeakyRelu_6[0][0]
__________________________________________________________________________________________________
conv2d_7 (Conv2D) (None, 104, 104, 64) 8192 tf_op_layer_add_1[0][0]
__________________________________________________________________________________________________
batch_normalization_7 (BatchNor (None, 104, 104, 64) 256 conv2d_7[0][0]
__________________________________________________________________________________________________
tf_op_layer_LeakyRelu_7 (Tensor [(None, 104, 104, 64 0 batch_normalization_7[0][0]
__________________________________________________________________________________________________
conv2d_8 (Conv2D) (None, 104, 104, 128 73728 tf_op_layer_LeakyRelu_7[0][0]
__________________________________________________________________________________________________
batch_normalization_8 (BatchNor (None, 104, 104, 128 512 conv2d_8[0][0]
__________________________________________________________________________________________________
tf_op_layer_LeakyRelu_8 (Tensor [(None, 104, 104, 12 0 batch_normalization_8[0][0]
__________________________________________________________________________________________________
tf_op_layer_add_2 (TensorFlowOp [(None, 104, 104, 12 0 tf_op_layer_add_1[0][0]
tf_op_layer_LeakyRelu_8[0][0]
__________________________________________________________________________________________________
zero_padding2d_2 (ZeroPadding2D (None, 105, 105, 128 0 tf_op_layer_add_2[0][0]
__________________________________________________________________________________________________
conv2d_9 (Conv2D) (None, 52, 52, 256) 294912 zero_padding2d_2[0][0]
__________________________________________________________________________________________________
batch_normalization_9 (BatchNor (None, 52, 52, 256) 1024 conv2d_9[0][0]
__________________________________________________________________________________________________
tf_op_layer_LeakyRelu_9 (Tensor [(None, 52, 52, 256) 0 batch_normalization_9[0][0]
__________________________________________________________________________________________________
conv2d_10 (Conv2D) (None, 52, 52, 128) 32768 tf_op_layer_LeakyRelu_9[0][0]
__________________________________________________________________________________________________
batch_normalization_10 (BatchNo (None, 52, 52, 128) 512 conv2d_10[0][0]
__________________________________________________________________________________________________
tf_op_layer_LeakyRelu_10 (Tenso [(None, 52, 52, 128) 0 batch_normalization_10[0][0]
__________________________________________________________________________________________________
conv2d_11 (Conv2D) (None, 52, 52, 256) 294912 tf_op_layer_LeakyRelu_10[0][0]
__________________________________________________________________________________________________
batch_normalization_11 (BatchNo (None, 52, 52, 256) 1024 conv2d_11[0][0]
__________________________________________________________________________________________________
tf_op_layer_LeakyRelu_11 (Tenso [(None, 52, 52, 256) 0 batch_normalization_11[0][0]
__________________________________________________________________________________________________
tf_op_layer_add_3 (TensorFlowOp [(None, 52, 52, 256) 0 tf_op_layer_LeakyRelu_9[0][0]
tf_op_layer_LeakyRelu_11[0][0]
__________________________________________________________________________________________________
conv2d_12 (Conv2D) (None, 52, 52, 128) 32768 tf_op_layer_add_3[0][0]
__________________________________________________________________________________________________
batch_normalization_12 (BatchNo (None, 52, 52, 128) 512 conv2d_12[0][0]
__________________________________________________________________________________________________
tf_op_layer_LeakyRelu_12 (Tenso [(None, 52, 52, 128) 0 batch_normalization_12[0][0]
__________________________________________________________________________________________________
conv2d_13 (Conv2D) (None, 52, 52, 256) 294912 tf_op_layer_LeakyRelu_12[0][0]
__________________________________________________________________________________________________
batch_normalization_13 (BatchNo (None, 52, 52, 256) 1024 conv2d_13[0][0]
__________________________________________________________________________________________________
tf_op_layer_LeakyRelu_13 (Tenso [(None, 52, 52, 256) 0 batch_normalization_13[0][0]
__________________________________________________________________________________________________
tf_op_layer_add_4 (TensorFlowOp [(None, 52, 52, 256) 0 tf_op_layer_add_3[0][0]
tf_op_layer_LeakyRelu_13[0][0]
__________________________________________________________________________________________________
conv2d_14 (Conv2D) (None, 52, 52, 128) 32768 tf_op_layer_add_4[0][0]
__________________________________________________________________________________________________
batch_normalization_14 (BatchNo (None, 52, 52, 128) 512 conv2d_14[0][0]
__________________________________________________________________________________________________
tf_op_layer_LeakyRelu_14 (Tenso [(None, 52, 52, 128) 0 batch_normalization_14[0][0]
__________________________________________________________________________________________________
conv2d_15 (Conv2D) (None, 52, 52, 256) 294912 tf_op_layer_LeakyRelu_14[0][0]
__________________________________________________________________________________________________
batch_normalization_15 (BatchNo (None, 52, 52, 256) 1024 conv2d_15[0][0]
__________________________________________________________________________________________________
tf_op_layer_LeakyRelu_15 (Tenso [(None, 52, 52, 256) 0 batch_normalization_15[0][0]
__________________________________________________________________________________________________
tf_op_layer_add_5 (TensorFlowOp [(None, 52, 52, 256) 0 tf_op_layer_add_4[0][0]
tf_op_layer_LeakyRelu_15[0][0]
__________________________________________________________________________________________________
conv2d_16 (Conv2D) (None, 52, 52, 128) 32768 tf_op_layer_add_5[0][0]
__________________________________________________________________________________________________
batch_normalization_16 (BatchNo (None, 52, 52, 128) 512 conv2d_16[0][0]
__________________________________________________________________________________________________
tf_op_layer_LeakyRelu_16 (Tenso [(None, 52, 52, 128) 0 batch_normalization_16[0][0]
__________________________________________________________________________________________________
conv2d_17 (Conv2D) (None, 52, 52, 256) 294912 tf_op_layer_LeakyRelu_16[0][0]
__________________________________________________________________________________________________
batch_normalization_17 (BatchNo (None, 52, 52, 256) 1024 conv2d_17[0][0]
__________________________________________________________________________________________________
tf_op_layer_LeakyRelu_17 (Tenso [(None, 52, 52, 256) 0 batch_normalization_17[0][0]
__________________________________________________________________________________________________
tf_op_layer_add_6 (TensorFlowOp [(None, 52, 52, 256) 0 tf_op_layer_add_5[0][0]
tf_op_layer_LeakyRelu_17[0][0]
__________________________________________________________________________________________________
conv2d_18 (Conv2D) (None, 52, 52, 128) 32768 tf_op_layer_add_6[0][0]
__________________________________________________________________________________________________
batch_normalization_18 (BatchNo (None, 52, 52, 128) 512 conv2d_18[0][0]
__________________________________________________________________________________________________
tf_op_layer_LeakyRelu_18 (Tenso [(None, 52, 52, 128) 0 batch_normalization_18[0][0]
__________________________________________________________________________________________________
conv2d_19 (Conv2D) (None, 52, 52, 256) 294912 tf_op_layer_LeakyRelu_18[0][0]
__________________________________________________________________________________________________
batch_normalization_19 (BatchNo (None, 52, 52, 256) 1024 conv2d_19[0][0]
__________________________________________________________________________________________________
tf_op_layer_LeakyRelu_19 (Tenso [(None, 52, 52, 256) 0 batch_normalization_19[0][0]
__________________________________________________________________________________________________
tf_op_layer_add_7 (TensorFlowOp [(None, 52, 52, 256) 0 tf_op_layer_add_6[0][0]
tf_op_layer_LeakyRelu_19[0][0]
__________________________________________________________________________________________________
conv2d_20 (Conv2D) (None, 52, 52, 128) 32768 tf_op_layer_add_7[0][0]
__________________________________________________________________________________________________
batch_normalization_20 (BatchNo (None, 52, 52, 128) 512 conv2d_20[0][0]
__________________________________________________________________________________________________
tf_op_layer_LeakyRelu_20 (Tenso [(None, 52, 52, 128) 0 batch_normalization_20[0][0]
__________________________________________________________________________________________________
conv2d_21 (Conv2D) (None, 52, 52, 256) 294912 tf_op_layer_LeakyRelu_20[0][0]
__________________________________________________________________________________________________
batch_normalization_21 (BatchNo (None, 52, 52, 256) 1024 conv2d_21[0][0]
__________________________________________________________________________________________________
tf_op_layer_LeakyRelu_21 (Tenso [(None, 52, 52, 256) 0 batch_normalization_21[0][0]
__________________________________________________________________________________________________
tf_op_layer_add_8 (TensorFlowOp [(None, 52, 52, 256) 0 tf_op_layer_add_7[0][0]
tf_op_layer_LeakyRelu_21[0][0]
__________________________________________________________________________________________________
conv2d_22 (Conv2D) (None, 52, 52, 128) 32768 tf_op_layer_add_8[0][0]
__________________________________________________________________________________________________
batch_normalization_22 (BatchNo (None, 52, 52, 128) 512 conv2d_22[0][0]
__________________________________________________________________________________________________
tf_op_layer_LeakyRelu_22 (Tenso [(None, 52, 52, 128) 0 batch_normalization_22[0][0]
__________________________________________________________________________________________________
conv2d_23 (Conv2D) (None, 52, 52, 256) 294912 tf_op_layer_LeakyRelu_22[0][0]
__________________________________________________________________________________________________
batch_normalization_23 (BatchNo (None, 52, 52, 256) 1024 conv2d_23[0][0]
__________________________________________________________________________________________________
tf_op_layer_LeakyRelu_23 (Tenso [(None, 52, 52, 256) 0 batch_normalization_23[0][0]
__________________________________________________________________________________________________
tf_op_layer_add_9 (TensorFlowOp [(None, 52, 52, 256) 0 tf_op_layer_add_8[0][0]
tf_op_layer_LeakyRelu_23[0][0]
__________________________________________________________________________________________________
conv2d_24 (Conv2D) (None, 52, 52, 128) 32768 tf_op_layer_add_9[0][0]
__________________________________________________________________________________________________
batch_normalization_24 (BatchNo (None, 52, 52, 128) 512 conv2d_24[0][0]
__________________________________________________________________________________________________
tf_op_layer_LeakyRelu_24 (Tenso [(None, 52, 52, 128) 0 batch_normalization_24[0][0]
__________________________________________________________________________________________________
conv2d_25 (Conv2D) (None, 52, 52, 256) 294912 tf_op_layer_LeakyRelu_24[0][0]
__________________________________________________________________________________________________
batch_normalization_25 (BatchNo (None, 52, 52, 256) 1024 conv2d_25[0][0]
__________________________________________________________________________________________________
tf_op_layer_LeakyRelu_25 (Tenso [(None, 52, 52, 256) 0 batch_normalization_25[0][0]
__________________________________________________________________________________________________
tf_op_layer_add_10 (TensorFlowO [(None, 52, 52, 256) 0 tf_op_layer_add_9[0][0]
tf_op_layer_LeakyRelu_25[0][0]
__________________________________________________________________________________________________
zero_padding2d_3 (ZeroPadding2D (None, 53, 53, 256) 0 tf_op_layer_add_10[0][0]
__________________________________________________________________________________________________
conv2d_26 (Conv2D) (None, 26, 26, 512) 1179648 zero_padding2d_3[0][0]
__________________________________________________________________________________________________
batch_normalization_26 (BatchNo (None, 26, 26, 512) 2048 conv2d_26[0][0]
__________________________________________________________________________________________________
tf_op_layer_LeakyRelu_26 (Tenso [(None, 26, 26, 512) 0 batch_normalization_26[0][0]
__________________________________________________________________________________________________
conv2d_27 (Conv2D) (None, 26, 26, 256) 131072 tf_op_layer_LeakyRelu_26[0][0]
__________________________________________________________________________________________________
batch_normalization_27 (BatchNo (None, 26, 26, 256) 1024 conv2d_27[0][0]
__________________________________________________________________________________________________
tf_op_layer_LeakyRelu_27 (Tenso [(None, 26, 26, 256) 0 batch_normalization_27[0][0]
__________________________________________________________________________________________________
conv2d_28 (Conv2D) (None, 26, 26, 512) 1179648 tf_op_layer_LeakyRelu_27[0][0]
__________________________________________________________________________________________________
batch_normalization_28 (BatchNo (None, 26, 26, 512) 2048 conv2d_28[0][0]
__________________________________________________________________________________________________
tf_op_layer_LeakyRelu_28 (Tenso [(None, 26, 26, 512) 0 batch_normalization_28[0][0]
__________________________________________________________________________________________________
tf_op_layer_add_11 (TensorFlowO [(None, 26, 26, 512) 0 tf_op_layer_LeakyRelu_26[0][0]
tf_op_layer_LeakyRelu_28[0][0]
__________________________________________________________________________________________________
conv2d_29 (Conv2D) (None, 26, 26, 256) 131072 tf_op_layer_add_11[0][0]
__________________________________________________________________________________________________
batch_normalization_29 (BatchNo (None, 26, 26, 256) 1024 conv2d_29[0][0]
__________________________________________________________________________________________________
tf_op_layer_LeakyRelu_29 (Tenso [(None, 26, 26, 256) 0 batch_normalization_29[0][0]
__________________________________________________________________________________________________
conv2d_30 (Conv2D) (None, 26, 26, 512) 1179648 tf_op_layer_LeakyRelu_29[0][0]
__________________________________________________________________________________________________
batch_normalization_30 (BatchNo (None, 26, 26, 512) 2048 conv2d_30[0][0]
__________________________________________________________________________________________________
tf_op_layer_LeakyRelu_30 (Tenso [(None, 26, 26, 512) 0 batch_normalization_30[0][0]
__________________________________________________________________________________________________
tf_op_layer_add_12 (TensorFlowO [(None, 26, 26, 512) 0 tf_op_layer_add_11[0][0]
tf_op_layer_LeakyRelu_30[0][0]
__________________________________________________________________________________________________
conv2d_31 (Conv2D) (None, 26, 26, 256) 131072 tf_op_layer_add_12[0][0]
__________________________________________________________________________________________________
batch_normalization_31 (BatchNo (None, 26, 26, 256) 1024 conv2d_31[0][0]
__________________________________________________________________________________________________
tf_op_layer_LeakyRelu_31 (Tenso [(None, 26, 26, 256) 0 batch_normalization_31[0][0]
__________________________________________________________________________________________________
conv2d_32 (Conv2D) (None, 26, 26, 512) 1179648 tf_op_layer_LeakyRelu_31[0][0]
__________________________________________________________________________________________________
batch_normalization_32 (BatchNo (None, 26, 26, 512) 2048 conv2d_32[0][0]
__________________________________________________________________________________________________
tf_op_layer_LeakyRelu_32 (Tenso [(None, 26, 26, 512) 0 batch_normalization_32[0][0]
__________________________________________________________________________________________________
tf_op_layer_add_13 (TensorFlowO [(None, 26, 26, 512) 0 tf_op_layer_add_12[0][0]
tf_op_layer_LeakyRelu_32[0][0]
__________________________________________________________________________________________________
conv2d_33 (Conv2D) (None, 26, 26, 256) 131072 tf_op_layer_add_13[0][0]
__________________________________________________________________________________________________
batch_normalization_33 (BatchNo (None, 26, 26, 256) 1024 conv2d_33[0][0]
__________________________________________________________________________________________________
tf_op_layer_LeakyRelu_33 (Tenso [(None, 26, 26, 256) 0 batch_normalization_33[0][0]
__________________________________________________________________________________________________
conv2d_34 (Conv2D) (None, 26, 26, 512) 1179648 tf_op_layer_LeakyRelu_33[0][0]
__________________________________________________________________________________________________
batch_normalization_34 (BatchNo (None, 26, 26, 512) 2048 conv2d_34[0][0]
__________________________________________________________________________________________________
tf_op_layer_LeakyRelu_34 (Tenso [(None, 26, 26, 512) 0 batch_normalization_34[0][0]
__________________________________________________________________________________________________
tf_op_layer_add_14 (TensorFlowO [(None, 26, 26, 512) 0 tf_op_layer_add_13[0][0]
tf_op_layer_LeakyRelu_34[0][0]
__________________________________________________________________________________________________
conv2d_35 (Conv2D) (None, 26, 26, 256) 131072 tf_op_layer_add_14[0][0]
__________________________________________________________________________________________________
batch_normalization_35 (BatchNo (None, 26, 26, 256) 1024 conv2d_35[0][0]
__________________________________________________________________________________________________
tf_op_layer_LeakyRelu_35 (Tenso [(None, 26, 26, 256) 0 batch_normalization_35[0][0]
__________________________________________________________________________________________________
conv2d_36 (Conv2D) (None, 26, 26, 512) 1179648 tf_op_layer_LeakyRelu_35[0][0]
__________________________________________________________________________________________________
batch_normalization_36 (BatchNo (None, 26, 26, 512) 2048 conv2d_36[0][0]
__________________________________________________________________________________________________
tf_op_layer_LeakyRelu_36 (Tenso [(None, 26, 26, 512) 0 batch_normalization_36[0][0]
__________________________________________________________________________________________________
tf_op_layer_add_15 (TensorFlowO [(None, 26, 26, 512) 0 tf_op_layer_add_14[0][0]
tf_op_layer_LeakyRelu_36[0][0]
__________________________________________________________________________________________________
conv2d_37 (Conv2D) (None, 26, 26, 256) 131072 tf_op_layer_add_15[0][0]
__________________________________________________________________________________________________
batch_normalization_37 (BatchNo (None, 26, 26, 256) 1024 conv2d_37[0][0]
__________________________________________________________________________________________________
tf_op_layer_LeakyRelu_37 (Tenso [(None, 26, 26, 256) 0 batch_normalization_37[0][0]
__________________________________________________________________________________________________
conv2d_38 (Conv2D) (None, 26, 26, 512) 1179648 tf_op_layer_LeakyRelu_37[0][0]
__________________________________________________________________________________________________
batch_normalization_38 (BatchNo (None, 26, 26, 512) 2048 conv2d_38[0][0]
__________________________________________________________________________________________________
tf_op_layer_LeakyRelu_38 (Tenso [(None, 26, 26, 512) 0 batch_normalization_38[0][0]
__________________________________________________________________________________________________
tf_op_layer_add_16 (TensorFlowO [(None, 26, 26, 512) 0 tf_op_layer_add_15[0][0]
tf_op_layer_LeakyRelu_38[0][0]
__________________________________________________________________________________________________
conv2d_39 (Conv2D) (None, 26, 26, 256) 131072 tf_op_layer_add_16[0][0]
__________________________________________________________________________________________________
batch_normalization_39 (BatchNo (None, 26, 26, 256) 1024 conv2d_39[0][0]
__________________________________________________________________________________________________
tf_op_layer_LeakyRelu_39 (Tenso [(None, 26, 26, 256) 0 batch_normalization_39[0][0]
__________________________________________________________________________________________________
conv2d_40 (Conv2D) (None, 26, 26, 512) 1179648 tf_op_layer_LeakyRelu_39[0][0]
__________________________________________________________________________________________________
batch_normalization_40 (BatchNo (None, 26, 26, 512) 2048 conv2d_40[0][0]
__________________________________________________________________________________________________
tf_op_layer_LeakyRelu_40 (Tenso [(None, 26, 26, 512) 0 batch_normalization_40[0][0]
__________________________________________________________________________________________________
tf_op_layer_add_17 (TensorFlowO [(None, 26, 26, 512) 0 tf_op_layer_add_16[0][0]
tf_op_layer_LeakyRelu_40[0][0]
__________________________________________________________________________________________________
conv2d_41 (Conv2D) (None, 26, 26, 256) 131072 tf_op_layer_add_17[0][0]
__________________________________________________________________________________________________
batch_normalization_41 (BatchNo (None, 26, 26, 256) 1024 conv2d_41[0][0]
__________________________________________________________________________________________________
tf_op_layer_LeakyRelu_41 (Tenso [(None, 26, 26, 256) 0 batch_normalization_41[0][0]
__________________________________________________________________________________________________
conv2d_42 (Conv2D) (None, 26, 26, 512) 1179648 tf_op_layer_LeakyRelu_41[0][0]
__________________________________________________________________________________________________
batch_normalization_42 (BatchNo (None, 26, 26, 512) 2048 conv2d_42[0][0]
__________________________________________________________________________________________________
tf_op_layer_LeakyRelu_42 (Tenso [(None, 26, 26, 512) 0 batch_normalization_42[0][0]
__________________________________________________________________________________________________
tf_op_layer_add_18 (TensorFlowO [(None, 26, 26, 512) 0 tf_op_layer_add_17[0][0]
tf_op_layer_LeakyRelu_42[0][0]
__________________________________________________________________________________________________
zero_padding2d_4 (ZeroPadding2D (None, 27, 27, 512) 0 tf_op_layer_add_18[0][0]
__________________________________________________________________________________________________
conv2d_43 (Conv2D) (None, 13, 13, 1024) 4718592 zero_padding2d_4[0][0]
__________________________________________________________________________________________________
batch_normalization_43 (BatchNo (None, 13, 13, 1024) 4096 conv2d_43[0][0]
__________________________________________________________________________________________________
tf_op_layer_LeakyRelu_43 (Tenso [(None, 13, 13, 1024 0 batch_normalization_43[0][0]
__________________________________________________________________________________________________
conv2d_44 (Conv2D) (None, 13, 13, 512) 524288 tf_op_layer_LeakyRelu_43[0][0]
__________________________________________________________________________________________________
batch_normalization_44 (BatchNo (None, 13, 13, 512) 2048 conv2d_44[0][0]
__________________________________________________________________________________________________
tf_op_layer_LeakyRelu_44 (Tenso [(None, 13, 13, 512) 0 batch_normalization_44[0][0]
__________________________________________________________________________________________________
conv2d_45 (Conv2D) (None, 13, 13, 1024) 4718592 tf_op_layer_LeakyRelu_44[0][0]
__________________________________________________________________________________________________
batch_normalization_45 (BatchNo (None, 13, 13, 1024) 4096 conv2d_45[0][0]
__________________________________________________________________________________________________
tf_op_layer_LeakyRelu_45 (Tenso [(None, 13, 13, 1024 0 batch_normalization_45[0][0]
__________________________________________________________________________________________________
tf_op_layer_add_19 (TensorFlowO [(None, 13, 13, 1024 0 tf_op_layer_LeakyRelu_43[0][0]
tf_op_layer_LeakyRelu_45[0][0]
__________________________________________________________________________________________________
conv2d_46 (Conv2D) (None, 13, 13, 512) 524288 tf_op_layer_add_19[0][0]
__________________________________________________________________________________________________
batch_normalization_46 (BatchNo (None, 13, 13, 512) 2048 conv2d_46[0][0]
__________________________________________________________________________________________________
tf_op_layer_LeakyRelu_46 (Tenso [(None, 13, 13, 512) 0 batch_normalization_46[0][0]
__________________________________________________________________________________________________
conv2d_47 (Conv2D) (None, 13, 13, 1024) 4718592 tf_op_layer_LeakyRelu_46[0][0]
__________________________________________________________________________________________________
batch_normalization_47 (BatchNo (None, 13, 13, 1024) 4096 conv2d_47[0][0]
__________________________________________________________________________________________________
tf_op_layer_LeakyRelu_47 (Tenso [(None, 13, 13, 1024 0 batch_normalization_47[0][0]
__________________________________________________________________________________________________
tf_op_layer_add_20 (TensorFlowO [(None, 13, 13, 1024 0 tf_op_layer_add_19[0][0]
tf_op_layer_LeakyRelu_47[0][0]
__________________________________________________________________________________________________
conv2d_48 (Conv2D) (None, 13, 13, 512) 524288 tf_op_layer_add_20[0][0]
__________________________________________________________________________________________________
batch_normalization_48 (BatchNo (None, 13, 13, 512) 2048 conv2d_48[0][0]
__________________________________________________________________________________________________
tf_op_layer_LeakyRelu_48 (Tenso [(None, 13, 13, 512) 0 batch_normalization_48[0][0]
__________________________________________________________________________________________________
conv2d_49 (Conv2D) (None, 13, 13, 1024) 4718592 tf_op_layer_LeakyRelu_48[0][0]
__________________________________________________________________________________________________
batch_normalization_49 (BatchNo (None, 13, 13, 1024) 4096 conv2d_49[0][0]
__________________________________________________________________________________________________
tf_op_layer_LeakyRelu_49 (Tenso [(None, 13, 13, 1024 0 batch_normalization_49[0][0]
__________________________________________________________________________________________________
tf_op_layer_add_21 (TensorFlowO [(None, 13, 13, 1024 0 tf_op_layer_add_20[0][0]
tf_op_layer_LeakyRelu_49[0][0]
__________________________________________________________________________________________________
conv2d_50 (Conv2D) (None, 13, 13, 512) 524288 tf_op_layer_add_21[0][0]
__________________________________________________________________________________________________
batch_normalization_50 (BatchNo (None, 13, 13, 512) 2048 conv2d_50[0][0]
__________________________________________________________________________________________________
tf_op_layer_LeakyRelu_50 (Tenso [(None, 13, 13, 512) 0 batch_normalization_50[0][0]
__________________________________________________________________________________________________
conv2d_51 (Conv2D) (None, 13, 13, 1024) 4718592 tf_op_layer_LeakyRelu_50[0][0]
__________________________________________________________________________________________________
batch_normalization_51 (BatchNo (None, 13, 13, 1024) 4096 conv2d_51[0][0]
__________________________________________________________________________________________________
tf_op_layer_LeakyRelu_51 (Tenso [(None, 13, 13, 1024 0 batch_normalization_51[0][0]
__________________________________________________________________________________________________
tf_op_layer_add_22 (TensorFlowO [(None, 13, 13, 1024 0 tf_op_layer_add_21[0][0]
tf_op_layer_LeakyRelu_51[0][0]
__________________________________________________________________________________________________
conv2d_52 (Conv2D) (None, 13, 13, 512) 524288 tf_op_layer_add_22[0][0]
__________________________________________________________________________________________________
batch_normalization_52 (BatchNo (None, 13, 13, 512) 2048 conv2d_52[0][0]
__________________________________________________________________________________________________
tf_op_layer_LeakyRelu_52 (Tenso [(None, 13, 13, 512) 0 batch_normalization_52[0][0]
__________________________________________________________________________________________________
conv2d_53 (Conv2D) (None, 13, 13, 1024) 4718592 tf_op_layer_LeakyRelu_52[0][0]
__________________________________________________________________________________________________
batch_normalization_53 (BatchNo (None, 13, 13, 1024) 4096 conv2d_53[0][0]
__________________________________________________________________________________________________
tf_op_layer_LeakyRelu_53 (Tenso [(None, 13, 13, 1024 0 batch_normalization_53[0][0]
__________________________________________________________________________________________________
conv2d_54 (Conv2D) (None, 13, 13, 512) 524288 tf_op_layer_LeakyRelu_53[0][0]
__________________________________________________________________________________________________
batch_normalization_54 (BatchNo (None, 13, 13, 512) 2048 conv2d_54[0][0]
__________________________________________________________________________________________________
tf_op_layer_LeakyRelu_54 (Tenso [(None, 13, 13, 512) 0 batch_normalization_54[0][0]
__________________________________________________________________________________________________
conv2d_55 (Conv2D) (None, 13, 13, 1024) 4718592 tf_op_layer_LeakyRelu_54[0][0]
__________________________________________________________________________________________________
batch_normalization_55 (BatchNo (None, 13, 13, 1024) 4096 conv2d_55[0][0]
__________________________________________________________________________________________________
tf_op_layer_LeakyRelu_55 (Tenso [(None, 13, 13, 1024 0 batch_normalization_55[0][0]
__________________________________________________________________________________________________
conv2d_56 (Conv2D) (None, 13, 13, 512) 524288 tf_op_layer_LeakyRelu_55[0][0]
__________________________________________________________________________________________________
batch_normalization_56 (BatchNo (None, 13, 13, 512) 2048 conv2d_56[0][0]
__________________________________________________________________________________________________
tf_op_layer_LeakyRelu_56 (Tenso [(None, 13, 13, 512) 0 batch_normalization_56[0][0]
__________________________________________________________________________________________________
conv2d_59 (Conv2D) (None, 13, 13, 256) 131072 tf_op_layer_LeakyRelu_56[0][0]
__________________________________________________________________________________________________
batch_normalization_58 (BatchNo (None, 13, 13, 256) 1024 conv2d_59[0][0]
__________________________________________________________________________________________________
tf_op_layer_LeakyRelu_58 (Tenso [(None, 13, 13, 256) 0 batch_normalization_58[0][0]
__________________________________________________________________________________________________
tf_op_layer_resize/ResizeNeares [(None, 26, 26, 256) 0 tf_op_layer_LeakyRelu_58[0][0]
__________________________________________________________________________________________________
tf_op_layer_concat (TensorFlowO [(None, 26, 26, 768) 0 tf_op_layer_resize/ResizeNearestN
tf_op_layer_add_18[0][0]
__________________________________________________________________________________________________
conv2d_60 (Conv2D) (None, 26, 26, 256) 196608 tf_op_layer_concat[0][0]
__________________________________________________________________________________________________
batch_normalization_59 (BatchNo (None, 26, 26, 256) 1024 conv2d_60[0][0]
__________________________________________________________________________________________________
tf_op_layer_LeakyRelu_59 (Tenso [(None, 26, 26, 256) 0 batch_normalization_59[0][0]
__________________________________________________________________________________________________
conv2d_61 (Conv2D) (None, 26, 26, 512) 1179648 tf_op_layer_LeakyRelu_59[0][0]
__________________________________________________________________________________________________
batch_normalization_60 (BatchNo (None, 26, 26, 512) 2048 conv2d_61[0][0]
__________________________________________________________________________________________________
tf_op_layer_LeakyRelu_60 (Tenso [(None, 26, 26, 512) 0 batch_normalization_60[0][0]
__________________________________________________________________________________________________
conv2d_62 (Conv2D) (None, 26, 26, 256) 131072 tf_op_layer_LeakyRelu_60[0][0]
__________________________________________________________________________________________________
batch_normalization_61 (BatchNo (None, 26, 26, 256) 1024 conv2d_62[0][0]
__________________________________________________________________________________________________
tf_op_layer_LeakyRelu_61 (Tenso [(None, 26, 26, 256) 0 batch_normalization_61[0][0]
__________________________________________________________________________________________________
conv2d_63 (Conv2D) (None, 26, 26, 512) 1179648 tf_op_layer_LeakyRelu_61[0][0]
__________________________________________________________________________________________________
batch_normalization_62 (BatchNo (None, 26, 26, 512) 2048 conv2d_63[0][0]
__________________________________________________________________________________________________
tf_op_layer_LeakyRelu_62 (Tenso [(None, 26, 26, 512) 0 batch_normalization_62[0][0]
__________________________________________________________________________________________________
conv2d_64 (Conv2D) (None, 26, 26, 256) 131072 tf_op_layer_LeakyRelu_62[0][0]
__________________________________________________________________________________________________
batch_normalization_63 (BatchNo (None, 26, 26, 256) 1024 conv2d_64[0][0]
__________________________________________________________________________________________________
tf_op_layer_LeakyRelu_63 (Tenso [(None, 26, 26, 256) 0 batch_normalization_63[0][0]
__________________________________________________________________________________________________
conv2d_67 (Conv2D) (None, 26, 26, 128) 32768 tf_op_layer_LeakyRelu_63[0][0]
__________________________________________________________________________________________________
batch_normalization_65 (BatchNo (None, 26, 26, 128) 512 conv2d_67[0][0]
__________________________________________________________________________________________________
tf_op_layer_LeakyRelu_65 (Tenso [(None, 26, 26, 128) 0 batch_normalization_65[0][0]
__________________________________________________________________________________________________
tf_op_layer_resize_1/ResizeNear [(None, 52, 52, 128) 0 tf_op_layer_LeakyRelu_65[0][0]
__________________________________________________________________________________________________
tf_op_layer_concat_1 (TensorFlo [(None, 52, 52, 384) 0 tf_op_layer_resize_1/ResizeNeares
tf_op_layer_add_10[0][0]
__________________________________________________________________________________________________
conv2d_68 (Conv2D) (None, 52, 52, 128) 49152 tf_op_layer_concat_1[0][0]
__________________________________________________________________________________________________
batch_normalization_66 (BatchNo (None, 52, 52, 128) 512 conv2d_68[0][0]
__________________________________________________________________________________________________
tf_op_layer_LeakyRelu_66 (Tenso [(None, 52, 52, 128) 0 batch_normalization_66[0][0]
__________________________________________________________________________________________________
conv2d_69 (Conv2D) (None, 52, 52, 256) 294912 tf_op_layer_LeakyRelu_66[0][0]
__________________________________________________________________________________________________
batch_normalization_67 (BatchNo (None, 52, 52, 256) 1024 conv2d_69[0][0]
__________________________________________________________________________________________________
tf_op_layer_LeakyRelu_67 (Tenso [(None, 52, 52, 256) 0 batch_normalization_67[0][0]
__________________________________________________________________________________________________
conv2d_70 (Conv2D) (None, 52, 52, 128) 32768 tf_op_layer_LeakyRelu_67[0][0]
__________________________________________________________________________________________________
batch_normalization_68 (BatchNo (None, 52, 52, 128) 512 conv2d_70[0][0]
__________________________________________________________________________________________________
tf_op_layer_LeakyRelu_68 (Tenso [(None, 52, 52, 128) 0 batch_normalization_68[0][0]
__________________________________________________________________________________________________
conv2d_71 (Conv2D) (None, 52, 52, 256) 294912 tf_op_layer_LeakyRelu_68[0][0]
__________________________________________________________________________________________________
batch_normalization_69 (BatchNo (None, 52, 52, 256) 1024 conv2d_71[0][0]
__________________________________________________________________________________________________
tf_op_layer_LeakyRelu_69 (Tenso [(None, 52, 52, 256) 0 batch_normalization_69[0][0]
__________________________________________________________________________________________________
conv2d_72 (Conv2D) (None, 52, 52, 128) 32768 tf_op_layer_LeakyRelu_69[0][0]
__________________________________________________________________________________________________
batch_normalization_70 (BatchNo (None, 52, 52, 128) 512 conv2d_72[0][0]
__________________________________________________________________________________________________
tf_op_layer_LeakyRelu_70 (Tenso [(None, 52, 52, 128) 0 batch_normalization_70[0][0]
__________________________________________________________________________________________________
conv2d_73 (Conv2D) (None, 52, 52, 256) 294912 tf_op_layer_LeakyRelu_70[0][0]
__________________________________________________________________________________________________
conv2d_65 (Conv2D) (None, 26, 26, 512) 1179648 tf_op_layer_LeakyRelu_63[0][0]
__________________________________________________________________________________________________
conv2d_57 (Conv2D) (None, 13, 13, 1024) 4718592 tf_op_layer_LeakyRelu_56[0][0]
__________________________________________________________________________________________________
batch_normalization_71 (BatchNo (None, 52, 52, 256) 1024 conv2d_73[0][0]
__________________________________________________________________________________________________
batch_normalization_64 (BatchNo (None, 26, 26, 512) 2048 conv2d_65[0][0]
__________________________________________________________________________________________________
batch_normalization_57 (BatchNo (None, 13, 13, 1024) 4096 conv2d_57[0][0]
__________________________________________________________________________________________________
tf_op_layer_LeakyRelu_71 (Tenso [(None, 52, 52, 256) 0 batch_normalization_71[0][0]
__________________________________________________________________________________________________
tf_op_layer_LeakyRelu_64 (Tenso [(None, 26, 26, 512) 0 batch_normalization_64[0][0]
__________________________________________________________________________________________________
tf_op_layer_LeakyRelu_57 (Tenso [(None, 13, 13, 1024 0 batch_normalization_57[0][0]
__________________________________________________________________________________________________
conv2d_74 (Conv2D) (None, 52, 52, 255) 65535 tf_op_layer_LeakyRelu_71[0][0]
__________________________________________________________________________________________________
conv2d_66 (Conv2D) (None, 26, 26, 255) 130815 tf_op_layer_LeakyRelu_64[0][0]
__________________________________________________________________________________________________
conv2d_58 (Conv2D) (None, 13, 13, 255) 261375 tf_op_layer_LeakyRelu_57[0][0]
__________________________________________________________________________________________________
tf_op_layer_Shape (TensorFlowOp [(4,)] 0 conv2d_74[0][0]
__________________________________________________________________________________________________
tf_op_layer_Shape_1 (TensorFlow [(4,)] 0 conv2d_66[0][0]
__________________________________________________________________________________________________
tf_op_layer_Shape_2 (TensorFlow [(4,)] 0 conv2d_58[0][0]
__________________________________________________________________________________________________
tf_op_layer_strided_slice_1 (Te [()] 0 tf_op_layer_Shape[0][0]
__________________________________________________________________________________________________
tf_op_layer_strided_slice_12 (T [()] 0 tf_op_layer_Shape_1[0][0]
__________________________________________________________________________________________________
tf_op_layer_strided_slice_23 (T [()] 0 tf_op_layer_Shape_2[0][0]
__________________________________________________________________________________________________
tf_op_layer_range_1 (TensorFlow [(None,)] 0 tf_op_layer_strided_slice_1[0][0]
__________________________________________________________________________________________________
tf_op_layer_range (TensorFlowOp [(None,)] 0 tf_op_layer_strided_slice_1[0][0]
__________________________________________________________________________________________________
tf_op_layer_range_3 (TensorFlow [(None,)] 0 tf_op_layer_strided_slice_12[0][0
__________________________________________________________________________________________________
tf_op_layer_range_2 (TensorFlow [(None,)] 0 tf_op_layer_strided_slice_12[0][0
__________________________________________________________________________________________________
tf_op_layer_range_5 (TensorFlow [(None,)] 0 tf_op_layer_strided_slice_23[0][0
__________________________________________________________________________________________________
tf_op_layer_range_4 (TensorFlow [(None,)] 0 tf_op_layer_strided_slice_23[0][0
__________________________________________________________________________________________________
tf_op_layer_strided_slice_7 (Te [(1, None)] 0 tf_op_layer_range_1[0][0]
__________________________________________________________________________________________________
tf_op_layer_Tile_1/multiples (T [(2,)] 0 tf_op_layer_strided_slice_1[0][0]
__________________________________________________________________________________________________
tf_op_layer_strided_slice_6 (Te [(None, 1)] 0 tf_op_layer_range[0][0]
__________________________________________________________________________________________________
tf_op_layer_Tile/multiples (Ten [(2,)] 0 tf_op_layer_strided_slice_1[0][0]
__________________________________________________________________________________________________
tf_op_layer_strided_slice_18 (T [(1, None)] 0 tf_op_layer_range_3[0][0]
__________________________________________________________________________________________________
tf_op_layer_Tile_4/multiples (T [(2,)] 0 tf_op_layer_strided_slice_12[0][0
__________________________________________________________________________________________________
tf_op_layer_strided_slice_17 (T [(None, 1)] 0 tf_op_layer_range_2[0][0]
__________________________________________________________________________________________________
tf_op_layer_Tile_3/multiples (T [(2,)] 0 tf_op_layer_strided_slice_12[0][0
__________________________________________________________________________________________________
tf_op_layer_strided_slice_29 (T [(1, None)] 0 tf_op_layer_range_5[0][0]
__________________________________________________________________________________________________
tf_op_layer_Tile_7/multiples (T [(2,)] 0 tf_op_layer_strided_slice_23[0][0
__________________________________________________________________________________________________
tf_op_layer_strided_slice_28 (T [(None, 1)] 0 tf_op_layer_range_4[0][0]
__________________________________________________________________________________________________
tf_op_layer_Tile_6/multiples (T [(2,)] 0 tf_op_layer_strided_slice_23[0][0
__________________________________________________________________________________________________
tf_op_layer_Tile_1 (TensorFlowO [(None, None)] 0 tf_op_layer_strided_slice_7[0][0]
tf_op_layer_Tile_1/multiples[0][0
__________________________________________________________________________________________________
tf_op_layer_Tile (TensorFlowOpL [(None, None)] 0 tf_op_layer_strided_slice_6[0][0]
tf_op_layer_Tile/multiples[0][0]
__________________________________________________________________________________________________
tf_op_layer_Tile_4 (TensorFlowO [(None, None)] 0 tf_op_layer_strided_slice_18[0][0
tf_op_layer_Tile_4/multiples[0][0
__________________________________________________________________________________________________
tf_op_layer_Tile_3 (TensorFlowO [(None, None)] 0 tf_op_layer_strided_slice_17[0][0
tf_op_layer_Tile_3/multiples[0][0
__________________________________________________________________________________________________
tf_op_layer_Tile_7 (TensorFlowO [(None, None)] 0 tf_op_layer_strided_slice_29[0][0
tf_op_layer_Tile_7/multiples[0][0
__________________________________________________________________________________________________
tf_op_layer_Tile_6 (TensorFlowO [(None, None)] 0 tf_op_layer_strided_slice_28[0][0
tf_op_layer_Tile_6/multiples[0][0
__________________________________________________________________________________________________
tf_op_layer_strided_slice (Tens [()] 0 tf_op_layer_Shape[0][0]
__________________________________________________________________________________________________
tf_op_layer_strided_slice_8 (Te [(None, None, 1)] 0 tf_op_layer_Tile_1[0][0]
__________________________________________________________________________________________________
tf_op_layer_strided_slice_9 (Te [(None, None, 1)] 0 tf_op_layer_Tile[0][0]
__________________________________________________________________________________________________
tf_op_layer_strided_slice_11 (T [()] 0 tf_op_layer_Shape_1[0][0]
__________________________________________________________________________________________________
tf_op_layer_strided_slice_19 (T [(None, None, 1)] 0 tf_op_layer_Tile_4[0][0]
__________________________________________________________________________________________________
tf_op_layer_strided_slice_20 (T [(None, None, 1)] 0 tf_op_layer_Tile_3[0][0]
__________________________________________________________________________________________________
tf_op_layer_strided_slice_22 (T [()] 0 tf_op_layer_Shape_2[0][0]
__________________________________________________________________________________________________
tf_op_layer_strided_slice_30 (T [(None, None, 1)] 0 tf_op_layer_Tile_7[0][0]
__________________________________________________________________________________________________
tf_op_layer_strided_slice_31 (T [(None, None, 1)] 0 tf_op_layer_Tile_6[0][0]
__________________________________________________________________________________________________
tf_op_layer_Reshape/shape (Tens [(5,)] 0 tf_op_layer_strided_slice[0][0]
tf_op_layer_strided_slice_1[0][0]
tf_op_layer_strided_slice_1[0][0]
__________________________________________________________________________________________________
tf_op_layer_concat_2 (TensorFlo [(None, None, 2)] 0 tf_op_layer_strided_slice_8[0][0]
tf_op_layer_strided_slice_9[0][0]
__________________________________________________________________________________________________
tf_op_layer_Reshape_1/shape (Te [(5,)] 0 tf_op_layer_strided_slice_11[0][0
tf_op_layer_strided_slice_12[0][0
tf_op_layer_strided_slice_12[0][0
__________________________________________________________________________________________________
tf_op_layer_concat_5 (TensorFlo [(None, None, 2)] 0 tf_op_layer_strided_slice_19[0][0
tf_op_layer_strided_slice_20[0][0
__________________________________________________________________________________________________
tf_op_layer_Reshape_2/shape (Te [(5,)] 0 tf_op_layer_strided_slice_22[0][0
tf_op_layer_strided_slice_23[0][0
tf_op_layer_strided_slice_23[0][0
__________________________________________________________________________________________________
tf_op_layer_concat_8 (TensorFlo [(None, None, 2)] 0 tf_op_layer_strided_slice_30[0][0
tf_op_layer_strided_slice_31[0][0
__________________________________________________________________________________________________
tf_op_layer_Reshape (TensorFlow [(None, None, None, 0 conv2d_74[0][0]
tf_op_layer_Reshape/shape[0][0]
__________________________________________________________________________________________________
tf_op_layer_strided_slice_10 (T [(1, None, None, 1, 0 tf_op_layer_concat_2[0][0]
__________________________________________________________________________________________________
tf_op_layer_Tile_2/multiples (T [(5,)] 0 tf_op_layer_strided_slice[0][0]
__________________________________________________________________________________________________
tf_op_layer_Reshape_1 (TensorFl [(None, None, None, 0 conv2d_66[0][0]
tf_op_layer_Reshape_1/shape[0][0]
__________________________________________________________________________________________________
tf_op_layer_strided_slice_21 (T [(1, None, None, 1, 0 tf_op_layer_concat_5[0][0]
__________________________________________________________________________________________________
tf_op_layer_Tile_5/multiples (T [(5,)] 0 tf_op_layer_strided_slice_11[0][0
__________________________________________________________________________________________________
tf_op_layer_Reshape_2 (TensorFl [(None, None, None, 0 conv2d_58[0][0]
tf_op_layer_Reshape_2/shape[0][0]
__________________________________________________________________________________________________
tf_op_layer_strided_slice_32 (T [(1, None, None, 1, 0 tf_op_layer_concat_8[0][0]
__________________________________________________________________________________________________
tf_op_layer_Tile_8/multiples (T [(5,)] 0 tf_op_layer_strided_slice_22[0][0
__________________________________________________________________________________________________
tf_op_layer_strided_slice_2 (Te [(None, None, None, 0 tf_op_layer_Reshape[0][0]
__________________________________________________________________________________________________
tf_op_layer_Tile_2 (TensorFlowO [(None, None, None, 0 tf_op_layer_strided_slice_10[0][0
tf_op_layer_Tile_2/multiples[0][0
__________________________________________________________________________________________________
tf_op_layer_strided_slice_3 (Te [(None, None, None, 0 tf_op_layer_Reshape[0][0]
__________________________________________________________________________________________________
tf_op_layer_strided_slice_13 (T [(None, None, None, 0 tf_op_layer_Reshape_1[0][0]
__________________________________________________________________________________________________
tf_op_layer_Tile_5 (TensorFlowO [(None, None, None, 0 tf_op_layer_strided_slice_21[0][0
tf_op_layer_Tile_5/multiples[0][0
__________________________________________________________________________________________________
tf_op_layer_strided_slice_14 (T [(None, None, None, 0 tf_op_layer_Reshape_1[0][0]
__________________________________________________________________________________________________
tf_op_layer_strided_slice_24 (T [(None, None, None, 0 tf_op_layer_Reshape_2[0][0]
__________________________________________________________________________________________________
tf_op_layer_Tile_8 (TensorFlowO [(None, None, None, 0 tf_op_layer_strided_slice_32[0][0
tf_op_layer_Tile_8/multiples[0][0
__________________________________________________________________________________________________
tf_op_layer_strided_slice_25 (T [(None, None, None, 0 tf_op_layer_Reshape_2[0][0]
__________________________________________________________________________________________________
tf_op_layer_Sigmoid (TensorFlow [(None, None, None, 0 tf_op_layer_strided_slice_2[0][0]
__________________________________________________________________________________________________
tf_op_layer_Cast (TensorFlowOpL [(None, None, None, 0 tf_op_layer_Tile_2[0][0]
__________________________________________________________________________________________________
tf_op_layer_Exp (TensorFlowOpLa [(None, None, None, 0 tf_op_layer_strided_slice_3[0][0]
__________________________________________________________________________________________________
tf_op_layer_Sigmoid_3 (TensorFl [(None, None, None, 0 tf_op_layer_strided_slice_13[0][0
__________________________________________________________________________________________________
tf_op_layer_Cast_1 (TensorFlowO [(None, None, None, 0 tf_op_layer_Tile_5[0][0]
__________________________________________________________________________________________________
tf_op_layer_Exp_1 (TensorFlowOp [(None, None, None, 0 tf_op_layer_strided_slice_14[0][0
__________________________________________________________________________________________________
tf_op_layer_Sigmoid_6 (TensorFl [(None, None, None, 0 tf_op_layer_strided_slice_24[0][0
__________________________________________________________________________________________________
tf_op_layer_Cast_2 (TensorFlowO [(None, None, None, 0 tf_op_layer_Tile_8[0][0]
__________________________________________________________________________________________________
tf_op_layer_Exp_2 (TensorFlowOp [(None, None, None, 0 tf_op_layer_strided_slice_25[0][0
__________________________________________________________________________________________________
tf_op_layer_add_23 (TensorFlowO [(None, None, None, 0 tf_op_layer_Sigmoid[0][0]
tf_op_layer_Cast[0][0]
__________________________________________________________________________________________________
tf_op_layer_mul_1 (TensorFlowOp [(None, None, None, 0 tf_op_layer_Exp[0][0]
__________________________________________________________________________________________________
tf_op_layer_add_24 (TensorFlowO [(None, None, None, 0 tf_op_layer_Sigmoid_3[0][0]
tf_op_layer_Cast_1[0][0]
__________________________________________________________________________________________________
tf_op_layer_mul_4 (TensorFlowOp [(None, None, None, 0 tf_op_layer_Exp_1[0][0]
__________________________________________________________________________________________________
tf_op_layer_add_25 (TensorFlowO [(None, None, None, 0 tf_op_layer_Sigmoid_6[0][0]
tf_op_layer_Cast_2[0][0]
__________________________________________________________________________________________________
tf_op_layer_mul_7 (TensorFlowOp [(None, None, None, 0 tf_op_layer_Exp_2[0][0]
__________________________________________________________________________________________________
tf_op_layer_mul (TensorFlowOpLa [(None, None, None, 0 tf_op_layer_add_23[0][0]
__________________________________________________________________________________________________
tf_op_layer_mul_2 (TensorFlowOp [(None, None, None, 0 tf_op_layer_mul_1[0][0]
__________________________________________________________________________________________________
tf_op_layer_strided_slice_4 (Te [(None, None, None, 0 tf_op_layer_Reshape[0][0]
__________________________________________________________________________________________________
tf_op_layer_strided_slice_5 (Te [(None, None, None, 0 tf_op_layer_Reshape[0][0]
__________________________________________________________________________________________________
tf_op_layer_mul_3 (TensorFlowOp [(None, None, None, 0 tf_op_layer_add_24[0][0]
__________________________________________________________________________________________________
tf_op_layer_mul_5 (TensorFlowOp [(None, None, None, 0 tf_op_layer_mul_4[0][0]
__________________________________________________________________________________________________
tf_op_layer_strided_slice_15 (T [(None, None, None, 0 tf_op_layer_Reshape_1[0][0]
__________________________________________________________________________________________________
tf_op_layer_strided_slice_16 (T [(None, None, None, 0 tf_op_layer_Reshape_1[0][0]
__________________________________________________________________________________________________
tf_op_layer_mul_6 (TensorFlowOp [(None, None, None, 0 tf_op_layer_add_25[0][0]
__________________________________________________________________________________________________
tf_op_layer_mul_8 (TensorFlowOp [(None, None, None, 0 tf_op_layer_mul_7[0][0]
__________________________________________________________________________________________________
tf_op_layer_strided_slice_26 (T [(None, None, None, 0 tf_op_layer_Reshape_2[0][0]
__________________________________________________________________________________________________
tf_op_layer_strided_slice_27 (T [(None, None, None, 0 tf_op_layer_Reshape_2[0][0]
__________________________________________________________________________________________________
tf_op_layer_concat_3 (TensorFlo [(None, None, None, 0 tf_op_layer_mul[0][0]
tf_op_layer_mul_2[0][0]
__________________________________________________________________________________________________
tf_op_layer_Sigmoid_1 (TensorFl [(None, None, None, 0 tf_op_layer_strided_slice_4[0][0]
__________________________________________________________________________________________________
tf_op_layer_Sigmoid_2 (TensorFl [(None, None, None, 0 tf_op_layer_strided_slice_5[0][0]
__________________________________________________________________________________________________
tf_op_layer_concat_6 (TensorFlo [(None, None, None, 0 tf_op_layer_mul_3[0][0]
tf_op_layer_mul_5[0][0]
__________________________________________________________________________________________________
tf_op_layer_Sigmoid_4 (TensorFl [(None, None, None, 0 tf_op_layer_strided_slice_15[0][0
__________________________________________________________________________________________________
tf_op_layer_Sigmoid_5 (TensorFl [(None, None, None, 0 tf_op_layer_strided_slice_16[0][0
__________________________________________________________________________________________________
tf_op_layer_concat_9 (TensorFlo [(None, None, None, 0 tf_op_layer_mul_6[0][0]
tf_op_layer_mul_8[0][0]
__________________________________________________________________________________________________
tf_op_layer_Sigmoid_7 (TensorFl [(None, None, None, 0 tf_op_layer_strided_slice_26[0][0
__________________________________________________________________________________________________
tf_op_layer_Sigmoid_8 (TensorFl [(None, None, None, 0 tf_op_layer_strided_slice_27[0][0
__________________________________________________________________________________________________
tf_op_layer_concat_4 (TensorFlo [(None, None, None, 0 tf_op_layer_concat_3[0][0]
tf_op_layer_Sigmoid_1[0][0]
tf_op_layer_Sigmoid_2[0][0]
__________________________________________________________________________________________________
tf_op_layer_concat_7 (TensorFlo [(None, None, None, 0 tf_op_layer_concat_6[0][0]
tf_op_layer_Sigmoid_4[0][0]
tf_op_layer_Sigmoid_5[0][0]
__________________________________________________________________________________________________
tf_op_layer_concat_10 (TensorFl [(None, None, None, 0 tf_op_layer_concat_9[0][0]
tf_op_layer_Sigmoid_7[0][0]
tf_op_layer_Sigmoid_8[0][0]
==================================================================================================
Total params: 62,001,757
Trainable params: 61,949,149
Non-trainable params: 52,608
__________________________________________________________________________________________________