-
Notifications
You must be signed in to change notification settings - Fork 6
/
Digraph.gv
20570 lines (20570 loc) · 690 KB
/
Digraph.gv
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
775
776
777
778
779
780
781
782
783
784
785
786
787
788
789
790
791
792
793
794
795
796
797
798
799
800
801
802
803
804
805
806
807
808
809
810
811
812
813
814
815
816
817
818
819
820
821
822
823
824
825
826
827
828
829
830
831
832
833
834
835
836
837
838
839
840
841
842
843
844
845
846
847
848
849
850
851
852
853
854
855
856
857
858
859
860
861
862
863
864
865
866
867
868
869
870
871
872
873
874
875
876
877
878
879
880
881
882
883
884
885
886
887
888
889
890
891
892
893
894
895
896
897
898
899
900
901
902
903
904
905
906
907
908
909
910
911
912
913
914
915
916
917
918
919
920
921
922
923
924
925
926
927
928
929
930
931
932
933
934
935
936
937
938
939
940
941
942
943
944
945
946
947
948
949
950
951
952
953
954
955
956
957
958
959
960
961
962
963
964
965
966
967
968
969
970
971
972
973
974
975
976
977
978
979
980
981
982
983
984
985
986
987
988
989
990
991
992
993
994
995
996
997
998
999
1000
digraph {
graph [size="12,12"]
node [align=left fontsize=12 height=0.2 ranksep=0.1 shape=box style=filled]
139870843662176 [label=AddBackward1]
139870843662232 -> 139870843662176
139870843662232 [label=AddBackward1]
139870842003584 -> 139870843662232
139870842003584 [label=AddBackward1]
139870842003752 -> 139870842003584
139870842003752 [label=AddBackward1]
139870842003920 -> 139870842003752
139870842003920 [label=AddBackward1]
139870842004088 -> 139870842003920
139870842004088 [label=AddBackward1]
139870842004256 -> 139870842004088
139870842004256 [label=AddBackward1]
139870842004424 -> 139870842004256
139870842004424 [label=AddBackward1]
139870842004592 -> 139870842004424
139870842004592 [label=AddBackward1]
139870842004760 -> 139870842004592
139870842004760 [label=AddBackward1]
139870842004928 -> 139870842004760
139870842004928 [label=AddBackward1]
139870842005096 -> 139870842004928
139870842005096 [label=AddBackward1]
139870842005264 -> 139870842005096
139870842005264 [label=AddBackward1]
139870842005432 -> 139870842005264
139870842005432 [label=AddBackward1]
139870842005600 -> 139870842005432
139870842005600 [label=AddBackward1]
139870842005768 -> 139870842005600
139870842005768 [label=AddBackward1]
139870842005936 -> 139870842005768
139870842005936 [label=AddBackward1]
139870842006104 -> 139870842005936
139870842006104 [label=AddBackward1]
139870842006272 -> 139870842006104
139870842006272 [label=AddBackward1]
139870842006440 -> 139870842006272
139870842006440 [label=AddBackward1]
139870842006608 -> 139870842006440
139870842006608 [label=AddBackward1]
139870842006776 -> 139870842006608
139870842006776 [label=AddBackward1]
139870842006944 -> 139870842006776
139870842006944 [label=AddBackward1]
139870842007112 -> 139870842006944
139870842007112 [label=AddBackward1]
139870842007280 -> 139870842007112
139870842007280 [label=AddBackward1]
139870842007448 -> 139870842007280
139870842007448 [label=AddBackward1]
139870842011776 -> 139870842007448
139870842011776 [label=AddBackward1]
139870842011944 -> 139870842011776
139870842011944 [label=AddBackward1]
139870842012112 -> 139870842011944
139870842012112 [label=AddBackward1]
139870842012280 -> 139870842012112
139870842012280 [label=AddBackward1]
139870842012448 -> 139870842012280
139870842012448 [label=AddBackward1]
139870842012616 -> 139870842012448
139870842012616 [label=AddBackward1]
139870842012784 -> 139870842012616
139870842012784 [label=AddBackward1]
139870842012952 -> 139870842012784
139870842012952 [label=AddBackward1]
139870842013120 -> 139870842012952
139870842013120 [label=AddBackward1]
139870842013288 -> 139870842013120
139870842013288 [label=AddBackward1]
139870842013456 -> 139870842013288
139870842013456 [label=AddBackward1]
139870842013624 -> 139870842013456
139870842013624 [label=AddBackward1]
139870842013792 -> 139870842013624
139870842013792 [label=AddBackward1]
139870842013960 -> 139870842013792
139870842013960 [label=AddBackward1]
139870842014128 -> 139870842013960
139870842014128 [label=AddBackward1]
139870842014296 -> 139870842014128
139870842014296 [label=AddBackward1]
139870842014464 -> 139870842014296
139870842014464 [label=AddBackward1]
139870842014632 -> 139870842014464
139870842014632 [label=AddBackward1]
139870842014800 -> 139870842014632
139870842014800 [label=AddBackward1]
139870842014968 -> 139870842014800
139870842014968 [label=AddBackward1]
139870842015136 -> 139870842014968
139870842015136 [label=AddBackward1]
139870842015304 -> 139870842015136
139870842015304 [label=AddBackward1]
139870842015472 -> 139870842015304
139870842015472 [label=AddBackward1]
139870842015640 -> 139870842015472
139870842015640 [label=AddBackward1]
139870842028160 -> 139870842015640
139870842028160 [label=AddBackward1]
139870842028328 -> 139870842028160
139870842028328 [label=AddBackward1]
139870842028496 -> 139870842028328
139870842028496 [label=AddBackward1]
139870842028664 -> 139870842028496
139870842028664 [label=AddBackward1]
139870842028832 -> 139870842028664
139870842028832 [label=AddBackward1]
139870842029000 -> 139870842028832
139870842029000 [label=AddBackward1]
139870842029168 -> 139870842029000
139870842029168 [label=AddBackward1]
139870842029336 -> 139870842029168
139870842029336 [label=AddBackward1]
139870842029504 -> 139870842029336
139870842029504 [label=AddBackward1]
139870842029672 -> 139870842029504
139870842029672 [label=AddBackward1]
139870842029840 -> 139870842029672
139870842029840 [label=AddBackward1]
139870842030008 -> 139870842029840
139870842030008 [label=AddBackward1]
139870842030176 -> 139870842030008
139870842030176 [label=AddBackward1]
139870842030344 -> 139870842030176
139870842030344 [label=AddBackward1]
139870842030512 -> 139870842030344
139870842030512 [label=DivBackward1]
139870842030680 -> 139870842030512
139870842030680 [label=ExpandBackward]
139870842030848 -> 139870842030680
139870842030848 [label=MulBackward0]
139870842030960 -> 139870842030848
139870842030960 [label=AddBackward1]
139870842031072 -> 139870842030960
139870842031072 [label=ConvNdBackward]
139870842031184 -> 139870842031072
139870842031184 [label=ThresholdBackward]
139870842031408 -> 139870842031184
139870842031408 [label=BatchNormBackward]
139870842031520 -> 139870842031408
139870842031520 [label=ConvNdBackward]
139870842031744 -> 139870842031520
139870842031744 [label=ThresholdBackward]
139870842031968 -> 139870842031744
139870842031968 [label=BatchNormBackward]
139870842032080 -> 139870842031968
139870842032080 [label=CatBackward]
139870842040560 -> 139870842032080
139870842040560 [label=AddBackward1]
139870842041008 -> 139870842040560
139870842041008 [label=ConvNdBackward]
139870842041120 -> 139870842041008
139870842041120 [label=ThresholdBackward]
139870842041344 -> 139870842041120
139870842041344 [label=BatchNormBackward]
139870842041456 -> 139870842041344
139870842041456 [label=ConvNdBackward]
139870842041680 -> 139870842041456
139870842041680 [label=ThresholdBackward]
139870842041904 -> 139870842041680
139870842041904 [label=BatchNormBackward]
139870842040896 -> 139870842041904
139870842040896 [label=ConvNdBackward]
139870842042184 -> 139870842040896
139870842042184 [label=ThresholdBackward]
139870842042408 -> 139870842042184
139870842042408 [label=BatchNormBackward]
139870842042520 -> 139870842042408
139870842042520 [label="
(1)" fillcolor=lightblue]
139870842042576 -> 139870842042408
139870842042576 [label="
(1)" fillcolor=lightblue]
139870842042240 -> 139870842040896
139870842042240 [label="
(64, 1, 3, 3)" fillcolor=lightblue]
139870842042296 -> 139870842040896
139870842042296 [label="
(64)" fillcolor=lightblue]
139870842042016 -> 139870842041904
139870842042016 [label="
(64)" fillcolor=lightblue]
139870842042072 -> 139870842041904
139870842042072 [label="
(64)" fillcolor=lightblue]
139870842041736 -> 139870842041456
139870842041736 [label="
(64, 64, 3, 3)" fillcolor=lightblue]
139870842041792 -> 139870842041456
139870842041792 [label="
(64)" fillcolor=lightblue]
139870842041512 -> 139870842041344
139870842041512 [label="
(64)" fillcolor=lightblue]
139870842041568 -> 139870842041344
139870842041568 [label="
(64)" fillcolor=lightblue]
139870842041176 -> 139870842041008
139870842041176 [label="
(64, 64, 3, 3)" fillcolor=lightblue]
139870842041232 -> 139870842041008
139870842041232 [label="
(64)" fillcolor=lightblue]
139870842040896 -> 139870842040560
139870842040616 -> 139870842032080
139870842040616 [label=AddBackward1]
139870842041064 -> 139870842040616
139870842041064 [label=ConvNdBackward]
139870842041848 -> 139870842041064
139870842041848 [label=ThresholdBackward]
139870842042128 -> 139870842041848
139870842042128 [label=BatchNormBackward]
139870842042464 -> 139870842042128
139870842042464 [label=ConvNdBackward]
139870842042800 -> 139870842042464
139870842042800 [label=ThresholdBackward]
139870842043024 -> 139870842042800
139870842043024 [label=BatchNormBackward]
139870842040560 -> 139870842043024
139870842043136 -> 139870842043024
139870842043136 [label="
(64)" fillcolor=lightblue]
139870842043192 -> 139870842043024
139870842043192 [label="
(64)" fillcolor=lightblue]
139870842042856 -> 139870842042464
139870842042856 [label="
(64, 64, 3, 3)" fillcolor=lightblue]
139870842042912 -> 139870842042464
139870842042912 [label="
(64)" fillcolor=lightblue]
139870842042632 -> 139870842042128
139870842042632 [label="
(64)" fillcolor=lightblue]
139870842042688 -> 139870842042128
139870842042688 [label="
(64)" fillcolor=lightblue]
139870842041624 -> 139870842041064
139870842041624 [label="
(64, 64, 3, 3)" fillcolor=lightblue]
139870842041400 -> 139870842041064
139870842041400 [label="
(64)" fillcolor=lightblue]
139870842040560 -> 139870842040616
139870842040672 -> 139870842032080
139870842040672 [label=AddBackward1]
139870842041288 -> 139870842040672
139870842041288 [label=ConvNdBackward]
139870842042968 -> 139870842041288
139870842042968 [label=ThresholdBackward]
139870842043248 -> 139870842042968
139870842043248 [label=BatchNormBackward]
139870842043360 -> 139870842043248
139870842043360 [label=ConvNdBackward]
139870842043584 -> 139870842043360
139870842043584 [label=ThresholdBackward]
139870842043808 -> 139870842043584
139870842043808 [label=BatchNormBackward]
139870842040616 -> 139870842043808
139870842043920 -> 139870842043808
139870842043920 [label="
(64)" fillcolor=lightblue]
139870842043976 -> 139870842043808
139870842043976 [label="
(64)" fillcolor=lightblue]
139870842043640 -> 139870842043360
139870842043640 [label="
(64, 64, 3, 3)" fillcolor=lightblue]
139870842043696 -> 139870842043360
139870842043696 [label="
(64)" fillcolor=lightblue]
139870842043416 -> 139870842043248
139870842043416 [label="
(64)" fillcolor=lightblue]
139870842043472 -> 139870842043248
139870842043472 [label="
(64)" fillcolor=lightblue]
139870842042744 -> 139870842041288
139870842042744 [label="
(64, 64, 3, 3)" fillcolor=lightblue]
139870842041960 -> 139870842041288
139870842041960 [label="
(64)" fillcolor=lightblue]
139870842040616 -> 139870842040672
139870842040728 -> 139870842032080
139870842040728 [label=AddBackward1]
139870842042352 -> 139870842040728
139870842042352 [label=ConvNdBackward]
139870842043752 -> 139870842042352
139870842043752 [label=ThresholdBackward]
139870842044032 -> 139870842043752
139870842044032 [label=BatchNormBackward]
139870842044144 -> 139870842044032
139870842044144 [label=ConvNdBackward]
139870842044368 -> 139870842044144
139870842044368 [label=ThresholdBackward]
139870842056944 -> 139870842044368
139870842056944 [label=BatchNormBackward]
139870842040672 -> 139870842056944
139870842057056 -> 139870842056944
139870842057056 [label="
(64)" fillcolor=lightblue]
139870842057112 -> 139870842056944
139870842057112 [label="
(64)" fillcolor=lightblue]
139870842056776 -> 139870842044144
139870842056776 [label="
(64, 64, 3, 3)" fillcolor=lightblue]
139870842056832 -> 139870842044144
139870842056832 [label="
(64)" fillcolor=lightblue]
139870842044200 -> 139870842044032
139870842044200 [label="
(64)" fillcolor=lightblue]
139870842044256 -> 139870842044032
139870842044256 [label="
(64)" fillcolor=lightblue]
139870842043528 -> 139870842042352
139870842043528 [label="
(64, 64, 3, 3)" fillcolor=lightblue]
139870842043080 -> 139870842042352
139870842043080 [label="
(64)" fillcolor=lightblue]
139870842040672 -> 139870842040728
139870842040784 -> 139870842032080
139870842040784 [label=AddBackward1]
139870842043304 -> 139870842040784
139870842043304 [label=ConvNdBackward]
139870842043864 -> 139870842043304
139870842043864 [label=ThresholdBackward]
139870842057168 -> 139870842043864
139870842057168 [label=BatchNormBackward]
139870842057280 -> 139870842057168
139870842057280 [label=ConvNdBackward]
139870842057504 -> 139870842057280
139870842057504 [label=ThresholdBackward]
139870842057728 -> 139870842057504
139870842057728 [label=BatchNormBackward]
139870842040728 -> 139870842057728
139870842057840 -> 139870842057728
139870842057840 [label="
(64)" fillcolor=lightblue]
139870842057896 -> 139870842057728
139870842057896 [label="
(64)" fillcolor=lightblue]
139870842057560 -> 139870842057280
139870842057560 [label="
(64, 64, 3, 3)" fillcolor=lightblue]
139870842057616 -> 139870842057280
139870842057616 [label="
(64)" fillcolor=lightblue]
139870842057336 -> 139870842057168
139870842057336 [label="
(64)" fillcolor=lightblue]
139870842057392 -> 139870842057168
139870842057392 [label="
(64)" fillcolor=lightblue]
139870842044312 -> 139870842043304
139870842044312 [label="
(64, 64, 3, 3)" fillcolor=lightblue]
139870842056888 -> 139870842043304
139870842056888 [label="
(64)" fillcolor=lightblue]
139870842040728 -> 139870842040784
139870842040840 -> 139870842032080
139870842040840 [label=AddBackward1]
139870842044088 -> 139870842040840
139870842044088 [label=ConvNdBackward]
139870842057672 -> 139870842044088
139870842057672 [label=ThresholdBackward]
139870842057952 -> 139870842057672
139870842057952 [label=BatchNormBackward]
139870842058064 -> 139870842057952
139870842058064 [label=ConvNdBackward]
139870842058288 -> 139870842058064
139870842058288 [label=ThresholdBackward]
139870842058512 -> 139870842058288
139870842058512 [label=BatchNormBackward]
139870842040784 -> 139870842058512
139870842058624 -> 139870842058512
139870842058624 [label="
(64)" fillcolor=lightblue]
139870842058680 -> 139870842058512
139870842058680 [label="
(64)" fillcolor=lightblue]
139870842058344 -> 139870842058064
139870842058344 [label="
(64, 64, 3, 3)" fillcolor=lightblue]
139870842058400 -> 139870842058064
139870842058400 [label="
(64)" fillcolor=lightblue]
139870842058120 -> 139870842057952
139870842058120 [label="
(64)" fillcolor=lightblue]
139870842058176 -> 139870842057952
139870842058176 [label="
(64)" fillcolor=lightblue]
139870842057448 -> 139870842044088
139870842057448 [label="
(64, 64, 3, 3)" fillcolor=lightblue]
139870842057000 -> 139870842044088
139870842057000 [label="
(64)" fillcolor=lightblue]
139870842040784 -> 139870842040840
139870842040896 -> 139870842032080
139870842040392 -> 139870842031968
139870842040392 [label="
(448)" fillcolor=lightblue]
139870842040448 -> 139870842031968
139870842040448 [label="
(448)" fillcolor=lightblue]
139870842031800 -> 139870842031520
139870842031800 [label="
(64, 448, 1, 1)" fillcolor=lightblue]
139870842031856 -> 139870842031520
139870842031856 [label="
(64)" fillcolor=lightblue]
139870842031576 -> 139870842031408
139870842031576 [label="
(64)" fillcolor=lightblue]
139870842031632 -> 139870842031408
139870842031632 [label="
(64)" fillcolor=lightblue]
139870842031240 -> 139870842031072
139870842031240 [label="
(1, 64, 3, 3)" fillcolor=lightblue]
139870842031296 -> 139870842031072
139870842031296 [label="
(1)" fillcolor=lightblue]
139870842030736 -> 139870842030512
139870842030736 [label=ExpandBackward]
139870842040952 -> 139870842030736
139870842040952 [label=SumBackward1]
139870842030904 -> 139870842040952
139870842030904 [label="
(1, 65)" fillcolor=lightblue]
139870842030568 -> 139870842030344
139870842030568 [label=DivBackward1]
139870842040504 -> 139870842030568
139870842040504 [label=ExpandBackward]
139870842031352 -> 139870842040504
139870842031352 [label=MulBackward0]
139870842031464 -> 139870842031352
139870842031464 [label=AddBackward1]
139870842031912 -> 139870842031464
139870842031912 [label=ConvNdBackward]
139870842057224 -> 139870842031912
139870842057224 [label=ThresholdBackward]
139870842058456 -> 139870842057224
139870842058456 [label=BatchNormBackward]
139870842057784 -> 139870842058456
139870842057784 [label=ConvNdBackward]
139870842058736 -> 139870842057784
139870842058736 [label=ThresholdBackward]
139870842058960 -> 139870842058736
139870842058960 [label=BatchNormBackward]
139870842059072 -> 139870842058960
139870842059072 [label=CatBackward]
139870842059296 -> 139870842059072
139870842059296 [label=AddBackward1]
139870842059688 -> 139870842059296
139870842059688 [label=ConvNdBackward]
139870842059800 -> 139870842059688
139870842059800 [label=ThresholdBackward]
139870842060024 -> 139870842059800
139870842060024 [label=BatchNormBackward]
139870842060136 -> 139870842060024
139870842060136 [label=ConvNdBackward]
139870842060360 -> 139870842060136
139870842060360 [label=ThresholdBackward]
139870842060584 -> 139870842060360
139870842060584 [label=BatchNormBackward]
139870842031520 -> 139870842060584
139870842060696 -> 139870842060584
139870842060696 [label="
(64)" fillcolor=lightblue]
139870842060752 -> 139870842060584
139870842060752 [label="
(64)" fillcolor=lightblue]
139870842060416 -> 139870842060136
139870842060416 [label="
(64, 64, 3, 3)" fillcolor=lightblue]
139870842060472 -> 139870842060136
139870842060472 [label="
(64)" fillcolor=lightblue]
139870842060192 -> 139870842060024
139870842060192 [label="
(64)" fillcolor=lightblue]
139870842060248 -> 139870842060024
139870842060248 [label="
(64)" fillcolor=lightblue]
139870842059856 -> 139870842059688
139870842059856 [label="
(64, 64, 3, 3)" fillcolor=lightblue]
139870842059912 -> 139870842059688
139870842059912 [label="
(64)" fillcolor=lightblue]
139870842031520 -> 139870842059296
139870842059352 -> 139870842059072
139870842059352 [label=AddBackward1]
139870842059744 -> 139870842059352
139870842059744 [label=ConvNdBackward]
139870842060528 -> 139870842059744
139870842060528 [label=ThresholdBackward]
139870842077256 -> 139870842060528
139870842077256 [label=BatchNormBackward]
139870842077368 -> 139870842077256
139870842077368 [label=ConvNdBackward]
139870842077592 -> 139870842077368
139870842077592 [label=ThresholdBackward]
139870842077816 -> 139870842077592
139870842077816 [label=BatchNormBackward]
139870842059296 -> 139870842077816
139870842077928 -> 139870842077816
139870842077928 [label="
(64)" fillcolor=lightblue]
139870842077984 -> 139870842077816
139870842077984 [label="
(64)" fillcolor=lightblue]
139870842077648 -> 139870842077368
139870842077648 [label="
(64, 64, 3, 3)" fillcolor=lightblue]
139870842077704 -> 139870842077368
139870842077704 [label="
(64)" fillcolor=lightblue]
139870842077424 -> 139870842077256
139870842077424 [label="
(64)" fillcolor=lightblue]
139870842077480 -> 139870842077256
139870842077480 [label="
(64)" fillcolor=lightblue]
139870842060304 -> 139870842059744
139870842060304 [label="
(64, 64, 3, 3)" fillcolor=lightblue]
139870842060080 -> 139870842059744
139870842060080 [label="
(64)" fillcolor=lightblue]
139870842059296 -> 139870842059352
139870842059408 -> 139870842059072
139870842059408 [label=AddBackward1]
139870842059968 -> 139870842059408
139870842059968 [label=ConvNdBackward]
139870842077760 -> 139870842059968
139870842077760 [label=ThresholdBackward]
139870842078040 -> 139870842077760
139870842078040 [label=BatchNormBackward]
139870842078152 -> 139870842078040
139870842078152 [label=ConvNdBackward]
139870842078376 -> 139870842078152
139870842078376 [label=ThresholdBackward]
139870842078600 -> 139870842078376
139870842078600 [label=BatchNormBackward]
139870842059352 -> 139870842078600
139870842078712 -> 139870842078600
139870842078712 [label="
(64)" fillcolor=lightblue]
139870842078768 -> 139870842078600
139870842078768 [label="
(64)" fillcolor=lightblue]
139870842078432 -> 139870842078152
139870842078432 [label="
(64, 64, 3, 3)" fillcolor=lightblue]
139870842078488 -> 139870842078152
139870842078488 [label="
(64)" fillcolor=lightblue]
139870842078208 -> 139870842078040
139870842078208 [label="
(64)" fillcolor=lightblue]
139870842078264 -> 139870842078040
139870842078264 [label="
(64)" fillcolor=lightblue]
139870842077536 -> 139870842059968
139870842077536 [label="
(64, 64, 3, 3)" fillcolor=lightblue]
139870842077312 -> 139870842059968
139870842077312 [label="
(64)" fillcolor=lightblue]
139870842059352 -> 139870842059408
139870842059464 -> 139870842059072
139870842059464 [label=AddBackward1]
139870842060640 -> 139870842059464
139870842060640 [label=ConvNdBackward]
139870842078544 -> 139870842060640
139870842078544 [label=ThresholdBackward]
139870842078824 -> 139870842078544
139870842078824 [label=BatchNormBackward]
139870842078936 -> 139870842078824
139870842078936 [label=ConvNdBackward]
139870842079160 -> 139870842078936
139870842079160 [label=ThresholdBackward]
139870842079384 -> 139870842079160
139870842079384 [label=BatchNormBackward]
139870842059408 -> 139870842079384
139870842079496 -> 139870842079384
139870842079496 [label="
(64)" fillcolor=lightblue]
139870842079552 -> 139870842079384
139870842079552 [label="
(64)" fillcolor=lightblue]
139870842079216 -> 139870842078936
139870842079216 [label="
(64, 64, 3, 3)" fillcolor=lightblue]
139870842079272 -> 139870842078936
139870842079272 [label="
(64)" fillcolor=lightblue]
139870842078992 -> 139870842078824
139870842078992 [label="
(64)" fillcolor=lightblue]
139870842079048 -> 139870842078824
139870842079048 [label="
(64)" fillcolor=lightblue]
139870842078320 -> 139870842060640
139870842078320 [label="
(64, 64, 3, 3)" fillcolor=lightblue]
139870842077872 -> 139870842060640
139870842077872 [label="
(64)" fillcolor=lightblue]
139870842059408 -> 139870842059464
139870842059520 -> 139870842059072
139870842059520 [label=AddBackward1]
139870842078096 -> 139870842059520
139870842078096 [label=ConvNdBackward]
139870842079328 -> 139870842078096
139870842079328 [label=ThresholdBackward]
139870842079608 -> 139870842079328
139870842079608 [label=BatchNormBackward]
139870842079720 -> 139870842079608
139870842079720 [label=ConvNdBackward]
139870842079944 -> 139870842079720
139870842079944 [label=ThresholdBackward]
139870842080168 -> 139870842079944
139870842080168 [label=BatchNormBackward]
139870842059464 -> 139870842080168
139870842080280 -> 139870842080168
139870842080280 [label="
(64)" fillcolor=lightblue]
139870842080336 -> 139870842080168
139870842080336 [label="
(64)" fillcolor=lightblue]
139870842080000 -> 139870842079720
139870842080000 [label="
(64, 64, 3, 3)" fillcolor=lightblue]
139870842080056 -> 139870842079720
139870842080056 [label="
(64)" fillcolor=lightblue]
139870842079776 -> 139870842079608
139870842079776 [label="
(64)" fillcolor=lightblue]
139870842079832 -> 139870842079608
139870842079832 [label="
(64)" fillcolor=lightblue]
139870842079104 -> 139870842078096
139870842079104 [label="
(64, 64, 3, 3)" fillcolor=lightblue]
139870842078656 -> 139870842078096
139870842078656 [label="
(64)" fillcolor=lightblue]
139870842059464 -> 139870842059520
139870842059576 -> 139870842059072
139870842059576 [label=AddBackward1]
139870842078880 -> 139870842059576
139870842078880 [label=ConvNdBackward]
139870842080112 -> 139870842078880
139870842080112 [label=ThresholdBackward]
139870842080392 -> 139870842080112
139870842080392 [label=BatchNormBackward]
139870842080504 -> 139870842080392
139870842080504 [label=ConvNdBackward]
139870842080728 -> 139870842080504
139870842080728 [label=ThresholdBackward]
139870842080952 -> 139870842080728
139870842080952 [label=BatchNormBackward]
139870842059520 -> 139870842080952
139870842081064 -> 139870842080952
139870842081064 [label="
(64)" fillcolor=lightblue]
139870842081120 -> 139870842080952
139870842081120 [label="
(64)" fillcolor=lightblue]
139870842080784 -> 139870842080504
139870842080784 [label="
(64, 64, 3, 3)" fillcolor=lightblue]
139870842080840 -> 139870842080504
139870842080840 [label="
(64)" fillcolor=lightblue]
139870842080560 -> 139870842080392
139870842080560 [label="
(64)" fillcolor=lightblue]
139870842080616 -> 139870842080392
139870842080616 [label="
(64)" fillcolor=lightblue]
139870842079888 -> 139870842078880
139870842079888 [label="
(64, 64, 3, 3)" fillcolor=lightblue]
139870842079440 -> 139870842078880
139870842079440 [label="
(64)" fillcolor=lightblue]
139870842059520 -> 139870842059576
139870842040896 -> 139870842059072
139870842031520 -> 139870842059072
139870842059128 -> 139870842058960
139870842059128 [label="
(512)" fillcolor=lightblue]
139870842059184 -> 139870842058960
139870842059184 [label="
(512)" fillcolor=lightblue]
139870842058568 -> 139870842057784
139870842058568 [label="
(64, 512, 1, 1)" fillcolor=lightblue]
139870842058848 -> 139870842057784
139870842058848 [label="
(64)" fillcolor=lightblue]
139870842031576 -> 139870842058456
139870842031632 -> 139870842058456
139870842031240 -> 139870842031912
139870842031296 -> 139870842031912
139870842030792 -> 139870842030568
139870842030792 [label=ExpandBackward]
139870842040952 -> 139870842030792
139870842030400 -> 139870842030176
139870842030400 [label=DivBackward1]
139870842030624 -> 139870842030400
139870842030624 [label=ExpandBackward]
139870842031688 -> 139870842030624
139870842031688 [label=MulBackward0]
139870842058008 -> 139870842031688
139870842058008 [label=AddBackward1]
139870842058792 -> 139870842058008
139870842058792 [label=ConvNdBackward]
139870842059632 -> 139870842058792
139870842059632 [label=ThresholdBackward]
139870842059016 -> 139870842059632
139870842059016 [label=BatchNormBackward]
139870842080448 -> 139870842059016
139870842080448 [label=ConvNdBackward]
139870842080672 -> 139870842080448
139870842080672 [label=ThresholdBackward]
139870842081008 -> 139870842080672
139870842081008 [label=BatchNormBackward]
139870842093696 -> 139870842081008
139870842093696 [label=CatBackward]
139870842093920 -> 139870842093696
139870842093920 [label=AddBackward1]
139870842094312 -> 139870842093920
139870842094312 [label=ConvNdBackward]
139870842094424 -> 139870842094312
139870842094424 [label=ThresholdBackward]
139870842094648 -> 139870842094424
139870842094648 [label=BatchNormBackward]
139870842094760 -> 139870842094648
139870842094760 [label=ConvNdBackward]
139870842094984 -> 139870842094760
139870842094984 [label=ThresholdBackward]
139870842095208 -> 139870842094984
139870842095208 [label=BatchNormBackward]
139870842057784 -> 139870842095208
139870842095320 -> 139870842095208
139870842095320 [label="
(64)" fillcolor=lightblue]
139870842095376 -> 139870842095208
139870842095376 [label="
(64)" fillcolor=lightblue]
139870842095040 -> 139870842094760
139870842095040 [label="
(64, 64, 3, 3)" fillcolor=lightblue]
139870842095096 -> 139870842094760
139870842095096 [label="
(64)" fillcolor=lightblue]
139870842094816 -> 139870842094648
139870842094816 [label="
(64)" fillcolor=lightblue]
139870842094872 -> 139870842094648
139870842094872 [label="
(64)" fillcolor=lightblue]
139870842094480 -> 139870842094312
139870842094480 [label="
(64, 64, 3, 3)" fillcolor=lightblue]
139870842094536 -> 139870842094312
139870842094536 [label="
(64)" fillcolor=lightblue]
139870842057784 -> 139870842093920
139870842093976 -> 139870842093696
139870842093976 [label=AddBackward1]
139870842094368 -> 139870842093976
139870842094368 [label=ConvNdBackward]
139870842095152 -> 139870842094368
139870842095152 [label=ThresholdBackward]
139870842095432 -> 139870842095152
139870842095432 [label=BatchNormBackward]
139870842095544 -> 139870842095432
139870842095544 [label=ConvNdBackward]
139870842095768 -> 139870842095544
139870842095768 [label=ThresholdBackward]
139870842095992 -> 139870842095768
139870842095992 [label=BatchNormBackward]
139870842093920 -> 139870842095992
139870842096104 -> 139870842095992
139870842096104 [label="
(64)" fillcolor=lightblue]
139870842096160 -> 139870842095992
139870842096160 [label="
(64)" fillcolor=lightblue]
139870842095824 -> 139870842095544
139870842095824 [label="
(64, 64, 3, 3)" fillcolor=lightblue]
139870842095880 -> 139870842095544
139870842095880 [label="
(64)" fillcolor=lightblue]
139870842095600 -> 139870842095432
139870842095600 [label="
(64)" fillcolor=lightblue]
139870842095656 -> 139870842095432
139870842095656 [label="
(64)" fillcolor=lightblue]
139870842094928 -> 139870842094368
139870842094928 [label="
(64, 64, 3, 3)" fillcolor=lightblue]
139870842094704 -> 139870842094368
139870842094704 [label="
(64)" fillcolor=lightblue]
139870842093920 -> 139870842093976
139870842094032 -> 139870842093696
139870842094032 [label=AddBackward1]
139870842094592 -> 139870842094032
139870842094592 [label=ConvNdBackward]
139870842095936 -> 139870842094592
139870842095936 [label=ThresholdBackward]
139870842096216 -> 139870842095936
139870842096216 [label=BatchNormBackward]
139870842096328 -> 139870842096216
139870842096328 [label=ConvNdBackward]
139870842096552 -> 139870842096328
139870842096552 [label=ThresholdBackward]
139870842096776 -> 139870842096552
139870842096776 [label=BatchNormBackward]
139870842093976 -> 139870842096776
139870842096888 -> 139870842096776
139870842096888 [label="
(64)" fillcolor=lightblue]
139870842096944 -> 139870842096776
139870842096944 [label="
(64)" fillcolor=lightblue]
139870842096608 -> 139870842096328
139870842096608 [label="
(64, 64, 3, 3)" fillcolor=lightblue]
139870842096664 -> 139870842096328
139870842096664 [label="
(64)" fillcolor=lightblue]
139870842096384 -> 139870842096216
139870842096384 [label="
(64)" fillcolor=lightblue]
139870842096440 -> 139870842096216
139870842096440 [label="
(64)" fillcolor=lightblue]
139870842095712 -> 139870842094592
139870842095712 [label="
(64, 64, 3, 3)" fillcolor=lightblue]
139870842095264 -> 139870842094592
139870842095264 [label="
(64)" fillcolor=lightblue]
139870842093976 -> 139870842094032
139870842094088 -> 139870842093696
139870842094088 [label=AddBackward1]
139870842095488 -> 139870842094088
139870842095488 [label=ConvNdBackward]
139870842096720 -> 139870842095488
139870842096720 [label=ThresholdBackward]
139870842097000 -> 139870842096720
139870842097000 [label=BatchNormBackward]
139870842097112 -> 139870842097000
139870842097112 [label=ConvNdBackward]
139870842097336 -> 139870842097112
139870842097336 [label=ThresholdBackward]
139870842097560 -> 139870842097336
139870842097560 [label=BatchNormBackward]
139870842094032 -> 139870842097560
139870842118216 -> 139870842097560
139870842118216 [label="
(64)" fillcolor=lightblue]
139870842118272 -> 139870842097560
139870842118272 [label="
(64)" fillcolor=lightblue]
139870842097392 -> 139870842097112
139870842097392 [label="
(64, 64, 3, 3)" fillcolor=lightblue]
139870842097448 -> 139870842097112
139870842097448 [label="
(64)" fillcolor=lightblue]
139870842097168 -> 139870842097000
139870842097168 [label="
(64)" fillcolor=lightblue]
139870842097224 -> 139870842097000
139870842097224 [label="
(64)" fillcolor=lightblue]
139870842096496 -> 139870842095488
139870842096496 [label="
(64, 64, 3, 3)" fillcolor=lightblue]
139870842096048 -> 139870842095488
139870842096048 [label="
(64)" fillcolor=lightblue]
139870842094032 -> 139870842094088
139870842094144 -> 139870842093696
139870842094144 [label=AddBackward1]
139870842096272 -> 139870842094144
139870842096272 [label=ConvNdBackward]
139870842097504 -> 139870842096272
139870842097504 [label=ThresholdBackward]
139870842118328 -> 139870842097504
139870842118328 [label=BatchNormBackward]
139870842118440 -> 139870842118328
139870842118440 [label=ConvNdBackward]
139870842118664 -> 139870842118440
139870842118664 [label=ThresholdBackward]
139870842118888 -> 139870842118664
139870842118888 [label=BatchNormBackward]
139870842094088 -> 139870842118888
139870842119000 -> 139870842118888
139870842119000 [label="
(64)" fillcolor=lightblue]
139870842119056 -> 139870842118888
139870842119056 [label="
(64)" fillcolor=lightblue]
139870842118720 -> 139870842118440
139870842118720 [label="
(64, 64, 3, 3)" fillcolor=lightblue]
139870842118776 -> 139870842118440
139870842118776 [label="
(64)" fillcolor=lightblue]
139870842118496 -> 139870842118328
139870842118496 [label="
(64)" fillcolor=lightblue]
139870842118552 -> 139870842118328
139870842118552 [label="
(64)" fillcolor=lightblue]
139870842097280 -> 139870842096272
139870842097280 [label="
(64, 64, 3, 3)" fillcolor=lightblue]
139870842096832 -> 139870842096272
139870842096832 [label="
(64)" fillcolor=lightblue]
139870842094088 -> 139870842094144
139870842094200 -> 139870842093696
139870842094200 [label=AddBackward1]
139870842097056 -> 139870842094200
139870842097056 [label=ConvNdBackward]
139870842118832 -> 139870842097056
139870842118832 [label=ThresholdBackward]
139870842119112 -> 139870842118832
139870842119112 [label=BatchNormBackward]
139870842119224 -> 139870842119112
139870842119224 [label=ConvNdBackward]
139870842119448 -> 139870842119224
139870842119448 [label=ThresholdBackward]
139870842119672 -> 139870842119448
139870842119672 [label=BatchNormBackward]
139870842094144 -> 139870842119672
139870842119784 -> 139870842119672
139870842119784 [label="
(64)" fillcolor=lightblue]
139870842119840 -> 139870842119672
139870842119840 [label="
(64)" fillcolor=lightblue]
139870842119504 -> 139870842119224
139870842119504 [label="
(64, 64, 3, 3)" fillcolor=lightblue]
139870842119560 -> 139870842119224
139870842119560 [label="
(64)" fillcolor=lightblue]
139870842119280 -> 139870842119112
139870842119280 [label="
(64)" fillcolor=lightblue]
139870842119336 -> 139870842119112
139870842119336 [label="
(64)" fillcolor=lightblue]
139870842118608 -> 139870842097056
139870842118608 [label="
(64, 64, 3, 3)" fillcolor=lightblue]
139870842118384 -> 139870842097056
139870842118384 [label="
(64)" fillcolor=lightblue]
139870842094144 -> 139870842094200
139870842040896 -> 139870842093696
139870842031520 -> 139870842093696
139870842057784 -> 139870842093696
139870842093752 -> 139870842081008
139870842093752 [label="
(576)" fillcolor=lightblue]
139870842093808 -> 139870842081008
139870842093808 [label="
(576)" fillcolor=lightblue]
139870842080224 -> 139870842080448
139870842080224 [label="
(64, 576, 1, 1)" fillcolor=lightblue]
139870842081232 -> 139870842080448
139870842081232 [label="