tensorflow模型转rknn时出错，提示D Try match Transpose transpose_2 W ...

pb转化： tensorflow-cpu:1.10.0
错误提示：D Try match Transpose transpose_2
W Not match node transpose_2 Transpose
请问这是tensorflow版本导致的问题吗，如何解决呢？

vebose输出：D import clients finished

1. D import clients finished
   
2. I Current TF Model producer version 0 min consumer version 0 bad consumer version []
   
3. I Disconnect cond/switch_t:out4096 and cond/mul/x:in0
   
4. I Disconnect cond/switch_t:out4096 and cond/Const:in0
   
5. I Disconnect cond/switch_t:out4096 and cond/Less/y:in0
   
6. I Disconnect cond/switch_f:out4096 and cond/Const_1:in0
   
7. I Disconnect cond/switch_f:out4096 and cond/mul_1/x:in0
   
8. I Disconnect cond/switch_f:out4096 and cond/Less_1/y:in0
   
9. I Disconnect cond/cond_1/switch_f:out4096 and cond/cond_1/Const:in0
   
10. I Disconnect cond/cond/switch_f:out4096 and cond/cond/Const:in0
    
11. I Fix merge cond/cond/Merge branch cond/cond/Const:out0 with switch_op None
    
12. I Fix merge cond/Merge branch cond/cond_1/Merge:out0 with switch_op None
    
13. I Fix merge cond/cond_1/Merge branch cond/cond_1/Const:out0 with switch_op None
    
14. I Fix merge cond/Merge_1 branch cond/Const_1:out0 with switch_op None
    
15. I Fix merge cond/cond_1/Merge branch cond/cond_1/Const:out0 with switch_op None
    
16. I short-cut build_rpn/rpn_conv/3x3/weights:out0 - build_rpn/rpn_conv/3x3_2/Conv2D:in1 skip build_rpn/rpn_conv/3x3/weights/read
    
17. I short-cut resnet101_v1d/C4/bottleneck_19/conv0/BatchNorm/moving_variance:out0 - resnet101_v1d/C4/bottleneck_19/conv0/BatchNorm/FusedBatchNorm:in4 skip resnet101_v1d/C4/bottleneck_19/conv0/BatchNorm/moving_variance/read
    
18. I short-cut resnet101_v1d/C4/bottleneck_9/conv1/BatchNorm/moving_variance:out0 - resnet101_v1d/C4/bottleneck_9/conv1/BatchNorm/FusedBatchNorm:in4 skip resnet101_v1d/C4/bottleneck_9/conv1/BatchNorm/moving_variance/read
    
19. I short-cut resnet101_v1d/C4/bottleneck_17/conv2/BatchNorm/moving_mean:out0 - resnet101_v1d/C4/bottleneck_17/conv2/BatchNorm/FusedBatchNorm:in3 skip resnet101_v1d/C4/bottleneck_17/conv2/BatchNorm/moving_mean/read
    
20. I short-cut resnet101_v1d/C4/bottleneck_18/Relu:out0 - resnet101_v1d/C4/bottleneck_19/add:in1 skip resnet101_v1d/C4/bottleneck_19/shortcut/Identity
    
21. I short-cut resnet101_v1d/C4/bottleneck_12/conv0/BatchNorm/moving_mean:out0 - resnet101_v1d/C4/bottleneck_12/conv0/BatchNorm/FusedBatchNorm:in3 skip resnet101_v1d/C4/bottleneck_12/conv0/BatchNorm/moving_mean/read
    
22. I short-cut resnet101_v1d/C4/bottleneck_8/conv0/weights:out0 - resnet101_v1d/C4/bottleneck_8/conv0/Conv2D:in1 skip resnet101_v1d/C4/bottleneck_8/conv0/weights/read
    
23. I short-cut resnet101_v1d/C4/bottleneck_20/Relu:out0 - resnet101_v1d/C4/bottleneck_21/add:in1 skip resnet101_v1d/C4/bottleneck_21/shortcut/Identity
    
24. I short-cut resnet101_v1d/C4/bottleneck_19/conv1/BatchNorm/moving_variance:out0 - resnet101_v1d/C4/bottleneck_19/conv1/BatchNorm/FusedBatchNorm:in4 skip resnet101_v1d/C4/bottleneck_19/conv1/BatchNorm/moving_variance/read
    
25. I short-cut cascade_stage3/Fast-RCNN/build_fc_layers/fc2/weights:out0 - cascade_stage3/Fast-RCNN/build_fc_layers/fc2/MatMul:in1 skip cascade_stage3/Fast-RCNN/build_fc_layers/fc2/weights/read
    
26. I short-cut build_pyramid/fuse_P3/biases:out0 - build_pyramid/fuse_P3/BiasAdd:in1 skip build_pyramid/fuse_P3/biases/read
    
27. I short-cut cascade_stage3/Fast-RCNN/build_fc_layers/fc1/weights:out0 - cascade_stage3/Fast-RCNN/build_fc_layers/fc1/MatMul:in1 skip cascade_stage3/Fast-RCNN/build_fc_layers/fc1/weights/read
    
28. I short-cut resnet101_v1d/C4/bottleneck_10/conv0/BatchNorm/moving_mean:out0 - resnet101_v1d/C4/bottleneck_10/conv0/BatchNorm/FusedBatchNorm:in3 skip resnet101_v1d/C4/bottleneck_10/conv0/BatchNorm/moving_mean/read
    
29. I short-cut resnet101_v1d/C3/bottleneck_0/shortcut/BatchNorm/moving_variance:out0 - resnet101_v1d/C3/bottleneck_0/shortcut/BatchNorm/FusedBatchNorm:in4 skip resnet101_v1d/C3/bottleneck_0/shortcut/BatchNorm/moving_variance/read
    
30. I short-cut resnet101_v1d/C4/bottleneck_10/conv0/BatchNorm/beta:out0 - resnet101_v1d/C4/bottleneck_10/conv0/BatchNorm/FusedBatchNorm:in2 skip resnet101_v1d/C4/bottleneck_10/conv0/BatchNorm/beta/read
    
31. I short-cut resnet101_v1d/C4/bottleneck_5/conv1/BatchNorm/beta:out0 - resnet101_v1d/C4/bottleneck_5/conv1/BatchNorm/FusedBatchNorm:in2 skip resnet101_v1d/C4/bottleneck_5/conv1/BatchNorm/beta/read
    
32. I short-cut resnet101_v1d/C4/bottleneck_8/conv2/weights:out0 - resnet101_v1d/C4/bottleneck_8/conv2/Conv2D:in1 skip resnet101_v1d/C4/bottleneck_8/conv2/weights/read
    
33. I short-cut resnet101_v1d/C4/bottleneck_16/conv1/BatchNorm/beta:out0 - resnet101_v1d/C4/bottleneck_16/conv1/BatchNorm/FusedBatchNorm:in2 skip resnet101_v1d/C4/bottleneck_16/conv1/BatchNorm/beta/read
    
34. I short-cut resnet101_v1d/C4/bottleneck_0/conv1/BatchNorm/beta:out0 - resnet101_v1d/C4/bottleneck_0/conv1/BatchNorm/FusedBatchNorm:in2 skip resnet101_v1d/C4/bottleneck_0/conv1/BatchNorm/beta/read
    
35. I short-cut build_rpn/rpn_cls_score/biases:out0 - build_rpn/rpn_cls_score_4/BiasAdd:in1 skip build_rpn/rpn_cls_score/biases/read
    
36. I short-cut resnet101_v1d/C4/bottleneck_22/conv2/BatchNorm/beta:out0 - resnet101_v1d/C4/bottleneck_22/conv2/BatchNorm/FusedBatchNorm:in2 skip resnet101_v1d/C4/bottleneck_22/conv2/BatchNorm/beta/read
    
37. I short-cut resnet101_v1d/C4/bottleneck_10/conv0/BatchNorm/moving_variance:out0 - resnet101_v1d/C4/bottleneck_10/conv0/BatchNorm/FusedBatchNorm:in4 skip resnet101_v1d/C4/bottleneck_10/conv0/BatchNorm/moving_variance/read
    
38. I short-cut resnet101_v1d/C4/bottleneck_15/conv2/BatchNorm/moving_mean:out0 - resnet101_v1d/C4/bottleneck_15/conv2/BatchNorm/FusedBatchNorm:in3 skip resnet101_v1d/C4/bottleneck_15/conv2/BatchNorm/moving_mean/read
    
39. I short-cut resnet101_v1d/C4/bottleneck_21/conv0/weights:out0 - resnet101_v1d/C4/bottleneck_21/conv0/Conv2D:in1 skip resnet101_v1d/C4/bottleneck_21/conv0/weights/read
    
40. I short-cut build_rpn/rpn_conv/3x3/biases:out0 - build_rpn/rpn_conv/3x3_4/BiasAdd:in1 skip build_rpn/rpn_conv/3x3/biases/read
    
41. I short-cut resnet101_v1d/C4/bottleneck_3/conv2/BatchNorm/beta:out0 - resnet101_v1d/C4/bottleneck_3/conv2/BatchNorm/FusedBatchNorm:in2 skip resnet101_v1d/C4/bottleneck_3/conv2/BatchNorm/beta/read
    
42. I short-cut resnet101_v1d/C5/bottleneck_0/conv0/BatchNorm/moving_mean:out0 - resnet101_v1d/C5/bottleneck_0/conv0/BatchNorm/FusedBatchNorm:in3 skip resnet101_v1d/C5/bottleneck_0/conv0/BatchNorm/moving_mean/read
    
43. I short-cut build_rpn/rpn_conv/3x3/weights:out0 - build_rpn/rpn_conv/3x3_3/Conv2D:in1 skip build_rpn/rpn_conv/3x3/weights/read
    
44. I short-cut resnet101_v1d/C4/bottleneck_18/conv2/weights:out0 - resnet101_v1d/C4/bottleneck_18/conv2/Conv2D:in1 skip resnet101_v1d/C4/bottleneck_18/conv2/weights/read
    
45. I short-cut resnet101_v1d/C4/bottleneck_4/conv0/BatchNorm/beta:out0 - resnet101_v1d/C4/bottleneck_4/conv0/BatchNorm/FusedBatchNorm:in2 skip resnet101_v1d/C4/bottleneck_4/conv0/BatchNorm/beta/read
    
46. resnet101_v1d/C3/bottleneck_0/conv0/BatchNorm/gamma/read
    
47. I short-cut resnet101_v1d/C4/bottleneck_9/conv0/BatchNorm/moving_variance:out0 - resnet101_v1d/C4/bottleneck_9/conv0/BatchNorm/FusedBatchNorm:in4 skip resnet101_v1d/C4/bottleneck_9/conv0/BatchNorm/moving_variance/read
    
48. I short-cut resnet101_v1d/C4/bottleneck_7/conv0/BatchNorm/gamma:out0 - resnet101_v1d/C4/bottleneck_7/conv0/BatchNorm/FusedBatchNorm:in1 skip resnet101_v1d/C4/bottleneck_7/conv0/BatchNorm/gamma/read
    
49. I short-cut resnet101_v1d/C4/bottleneck_19/conv0/BatchNorm/beta:out0 - resnet101_v1d/C4/bottleneck_19/conv0/BatchNorm/FusedBatchNorm:in2 skip resnet101_v1d/C4/bottleneck_19/conv0/BatchNorm/beta/read
    
50. I short-cut resnet101_v1d/C4/bottleneck_2/conv0/weights:out0 - resnet101_v1d/C4/bottleneck_2/conv0/Conv2D:in1 skip resnet101_v1d/C4/bottleneck_2/conv0/weights/read
    
51. I short-cut resnet101_v1d/C4/bottleneck_6/conv1/weights:out0 - resnet101_v1d/C4/bottleneck_6/conv1/Conv2D:in1 skip resnet101_v1d/C4/bottleneck_6/conv1/weights/read
    
52. I short-cut resnet101_v1d/C4/bottleneck_10/conv1/BatchNorm/moving_variance:out0 - resnet101_v1d/C4/bottleneck_10/conv1/BatchNorm/FusedBatchNorm:in4 skip resnet101_v1d/C4/bottleneck_10/conv1/BatchNorm/moving_variance/read
    
53. I short-cut cascade_stage1/Fast-RCNN/cls_fc/weights:out0 - cascade_stage1_1/Fast-RCNN/cls_fc/MatMul:in1 skip cascade_stage1/Fast-RCNN/cls_fc/weights/read
    
54. I short-cut resnet101_v1d/C2/bottleneck_2/conv0/BatchNorm/beta:out0 - resnet101_v1d/C2/bottleneck_2/conv0/BatchNorm/FusedBatchNorm:in2 skip resnet101_v1d/C2/bottleneck_2/conv0/BatchNorm/beta/read
    
55. I short-cut resnet101_v1d/C4/bottleneck_22/conv0/BatchNorm/beta:out0 - resnet101_v1d/C4/bottleneck_22/conv0/BatchNorm/FusedBatchNorm:in2 skip resnet101_v1d/C4/bottleneck_22/conv0/BatchNorm/beta/read
    
56. I short-cut resnet101_v1d/C2/bottleneck_0/conv1/BatchNorm/moving_variance:out0 - resnet101_v1d/C2/bottleneck_0/conv1/BatchNorm/FusedBatchNorm:in4 skip resnet101_v1d/C2/bottleneck_0/conv1/BatchNorm/moving_variance/read
    
57. I short-cut resnet101_v1d/C4/bottleneck_13/conv2/weights:out0 - resnet101_v1d/C4/bottleneck_13/conv2/Conv2D:in1 skip resnet101_v1d/C4/bottleneck_13/conv2/weights/read
    
58. I short-cut resnet101_v1d/C3/bottleneck_2/conv2/BatchNorm/gamma:out0 - resnet101_v1d/C3/bottleneck_2/conv2/BatchNorm/FusedBatchNorm:in1 skip resnet101_v1d/C3/bottleneck_2/conv2/BatchNorm/gamma/read
    
59. I short-cut resnet101_v1d/C4/bottleneck_6/conv1/BatchNorm/moving_variance:out0 - resnet101_v1d/C4/bottleneck_6/conv1/BatchNorm/FusedBatchNorm:in4 skip resnet101_v1d/C4/bottleneck_6/conv1/BatchNorm/moving_variance/read
    
60. I short-cut resnet101_v1d/C4/bottleneck_11/conv1/BatchNorm/moving_mean:out0 - resnet101_v1d/C4/bottleneck_11/conv1/BatchNorm/FusedBatchNorm:in3 skip resnet101_v1d/C4/bottleneck_11/conv1/BatchNorm/moving_mean/read
    
61. I short-cut resnet101_v1d/C5/bottleneck_0/conv1/weights:out0 - resnet101_v1d/C5/bottleneck_0/conv1/Conv2D:in1 skip resnet101_v1d/C5/bottleneck_0/conv1/weights/read
    
62. I short-cut resnet101_v1d/C4/bottleneck_2/Relu:out0 - resnet101_v1d/C4/bottleneck_3/add:in1 skip resnet101_v1d/C4/bottleneck_3/shortcut/Identity
    
63. I short-cut resnet101_v1d/C2/bottleneck_1/conv2/weights:out0 - resnet101_v1d/C2/bottleneck_1/conv2/Conv2D:in1 skip resnet101_v1d/C2/bottleneck_1/conv2/weights/read
    
64. I short-cut resnet101_v1d/C3/bottleneck_1/conv1/weights:out0 - resnet101_v1d/C3/bottleneck_1/conv1/Conv2D:in1 skip resnet101_v1d/C3/bottleneck_1/conv1/weights/read
    
65. I short-cut resnet101_v1d/C4/bottleneck_3/conv1/BatchNorm/moving_mean:out0 - resnet101_v1d/C4/bottleneck_3/conv1/BatchNorm/FusedBatchNorm:in3 skip resnet101_v1d/C4/bottleneck_3/conv1/BatchNorm/moving_mean/read
    
66. I short-cut resnet101_v1d/C4/bottleneck_0/conv2/weights:out0 - resnet101_v1d/C4/bottleneck_0/conv2/Conv2D:in1 skip resnet101_v1d/C4/bottleneck_0/conv2/weights/read
    
67. I short-cut resnet101_v1d/C4/bottleneck_7/conv0/BatchNorm/beta:out0 - resnet101_v1d/C4/bottleneck_7/conv0/BatchNorm/FusedBatchNorm:in2 skip resnet101_v1d/C4/bottleneck_7/conv0/BatchNorm/beta/read
    
68. I short-cut build_rpn/rpn_conv/3x3/biases:out0 - build_rpn/rpn_conv/3x3_1/BiasAdd:in1 skip build_rpn/rpn_conv/3x3/biases/read
    
69. I short-cut resnet101_v1d/C4/bottleneck_13/conv0/BatchNorm/moving_variance:out0 - resnet101_v1d/C4/bottleneck_13/conv0/BatchNorm/FusedBatchNorm:in4 skip resnet101_v1d/C4/bottleneck_13/conv0/BatchNorm/moving_variance/read
    
70. I short-cut resnet101_v1d/C4/bottleneck_0/conv2/BatchNorm/beta:out0 - resnet101_v1d/C4/bottleneck_0/conv2/BatchNorm/FusedBatchNorm:in2 skip resnet101_v1d/C4/bottleneck_0/conv2/BatchNorm/beta/read
    
71. I short-cut resnet101_v1d/C4/bottleneck_7/conv1/BatchNorm/moving_mean:out0 - resnet101_v1d/C4/bottleneck_7/conv1/BatchNorm/FusedBatchNorm:in3 skip resnet101_v1d/C4/bottleneck_7/conv1/BatchNorm/moving_mean/read
    
72. I short-cut resnet101_v1d/C4/bottleneck_6/conv0/weights:out0 - resnet101_v1d/C4/bottleneck_6/conv0/Conv2D:in1 skip resnet101_v1d/C4/bottleneck_6/conv0/weights/read
    
73. I short-cut resnet101_v1d/C5/bottleneck_1/conv2/BatchNorm/moving_variance:out0 - resnet101_v1d/C5/bottleneck_1/conv2/BatchNorm/FusedBatchNorm:in4 skip resnet101_v1d/C5/bottleneck_1/conv2/BatchNorm/moving_variance/read
    
74. I short-cut resnet101_v1d/C2/bottleneck_0/shortcut/BatchNorm/moving_variance:out0 - resnet101_v1d/C2/bottleneck_0/shortcut/BatchNorm/FusedBatchNorm:in4 skip resnet101_v1d/C2/bottleneck_0/shortcut/BatchNorm/moving_variance/read
    
75. I short-cut resnet101_v1d/C4/bottleneck_21/conv2/weights:out0 - resnet101_v1d/C4/bottleneck_21/conv2/Conv2D:in1 skip resnet101_v1d/C4/bottleneck_21/conv2/weights/read
    
76. I short-cut resnet101_v1d/C4/bottleneck_3/conv2/BatchNorm/moving_variance:out0 - resnet101_v1d/C4/bottleneck_3/conv2/BatchNorm/FusedBatchNorm:in4 skip resnet101_v1d/C4/bottleneck_3/conv2/BatchNorm/moving_variance/read
    
77. I short-cut resnet101_v1d/C3/bottleneck_0/conv1/BatchNorm/gamma:out0 - resnet101_v1d/C3/bottleneck_0/conv1/BatchNorm/FusedBatchNorm:in1 skip resnet101_v1d/C3/bottleneck_0/conv1/BatchNorm/gamma/read
    
78. I short-cut resnet101_v1d/C2/bottleneck_0/Relu:out0 - resnet101_v1d/C2/bottleneck_1/add:in1 skip resnet101_v1d/C2/bottleneck_1/shortcut/Identity
    
79. I short-cut cascade_stage2/Fast-RCNN/build_fc_layers/fc2/weights:out0 - cascade_stage2/Fast-RCNN/build_fc_layers/fc2/MatMul:in1 skip cascade_stage2/Fast-RCNN/build_fc_layers/fc2/weights/read
    
80. I short-cut resnet101_v1d/C4/bottleneck_2/conv1/BatchNorm/beta:out0 - resnet101_v1d/C4/bottleneck_2/conv1/BatchNorm/FusedBatchNorm:in2 skip resnet101_v1d/C4/bottleneck_2/conv1/BatchNorm/beta/read
    
81. I short-cut resnet101_v1d/C4/bottleneck_13/conv1/BatchNorm/beta:out0 - resnet101_v1d/C4/bottleneck_13/conv1/BatchNorm/FusedBatchNorm:in2 skip resnet101_v1d/C4/bottleneck_13/conv1/BatchNorm/beta/read
    
82. I short-cut resnet101_v1d/C4/bottleneck_22/conv2/BatchNorm/moving_variance:out0 - resnet101_v1d/C4/bottleneck_22/conv2/BatchNorm/FusedBatchNorm:in4 skip resnet101_v1d/C4/bottleneck_22/conv2/BatchNorm/moving_variance/read
    
83. I short-cut resnet101_v1d/C4/bottleneck_6/conv0/BatchNorm/moving_variance:out0 - resnet101_v1d/C4/bottleneck_6/conv0/BatchNorm/FusedBatchNorm:in4 skip resnet101_v1d/C4/bottleneck_6/conv0/BatchNorm/moving_variance/read
    
84. I short-cut resnet101_v1d/C2/bottleneck_0/shortcut/weights:out0 - resnet101_v1d/C2/bottleneck_0/shortcut/Conv2D:in1 skip resnet101_v1d/C2/bottleneck_0/shortcut/weights/read
    
85. I short-cut build_pyramid/fuse_P4/biases:out0 - build_pyramid/fuse_P4/BiasAdd:in1 skip build_pyramid/fuse_P4/biases/read
    
86. I short-cut cascade_stage1/Fast-RCNN/build_fc_layers/fc2/weights:out0 - cascade_stage1_1/Fast-RCNN/build_fc_layers/fc2/MatMul:in1 skip cascade_stage1/Fast-RCNN/build_fc_layers/fc2/weights/read
    
87. I short-cut resnet101_v1d/C4/bottleneck_12/conv1/BatchNorm/moving_mean:out0 - resnet101_v1d/C4/bottleneck_12/conv1/BatchNorm/FusedBatchNorm:in3 skip resnet101_v1d/C4/bottleneck_12/conv1/BatchNorm/moving_mean/read
    
88. I short-cut resnet101_v1d/C4/bottleneck_5/conv1/BatchNorm/moving_variance:out0 - resnet101_v1d/C4/bottleneck_5/conv1/BatchNorm/FusedBatchNorm:in4 skip resnet101_v1d/C4/bottleneck_5/conv1/BatchNorm/moving_variance/read
    
89. I short-cut resnet101_v1d/C3/bottleneck_1/conv1/BatchNorm/moving_variance:out0 - resnet101_v1d/C3/bottleneck_1/conv1/BatchNorm/FusedBatchNorm:in4 skip resnet101_v1d/C3/bottleneck_1/conv1/BatchNorm/moving_variance/read
    
90. I short-cut resnet101_v1d/C4/bottleneck_14/Relu:out0 - resnet101_v1d/C4/bottleneck_15/add:in1 skip resnet101_v1d/C4/bottleneck_15/shortcut/Identity
    
91. I short-cut resnet101_v1d/C4/bottleneck_4/conv0/BatchNorm/moving_mean:out0 - resnet101_v1d/C4/bottleneck_4/conv0/BatchNorm/FusedBatchNorm:in3 skip resnet101_v1d/C4/bottleneck_4/conv0/BatchNorm/moving_mean/read
    
92. I short-cut resnet101_v1d/C4/bottleneck_10/Relu:out0 - resnet101_v1d/C4/bottleneck_11/add:in1 skip resnet101_v1d/C4/bottleneck_11/shortcut/Identity
    
93. I short-cut resnet101_v1d/C4/bottleneck_9/Relu:out0 - resnet101_v1d/C4/bottleneck_10/add:in1 skip resnet101_v1d/C4/bottleneck_10/shortcut/Identity
    
94. I short-cut resnet101_v1d/C4/bottleneck_0/shortcut/BatchNorm/gamma:out0 - resnet101_v1d/C4/bottleneck_0/shortcut/BatchNorm/FusedBatchNorm:in1 skip resnet101_v1d/C4/bottleneck_0/shortcut/BatchNorm/gamma/read
    
95. I short-cut resnet101_v1d/C3/bottleneck_0/conv1/BatchNorm/beta:out0 - resnet101_v1d/C3/bottleneck_0/conv1/BatchNorm/FusedBatchNorm:in2 skip resnet101_v1d/C3/bottleneck_0/conv1/BatchNorm/beta/read
    
96. I short-cut resnet101_v1d/C4/bottleneck_21/conv1/BatchNorm/gamma:out0 - resnet101_v1d/C4/bottleneck_21/conv1/BatchNorm/FusedBatchNorm:in1 skip resnet101_v1d/C4/bottleneck_21/conv1/BatchNorm/gamma/read
    
97. I short-cut resnet101_v1d/C4/bottleneck_19/conv0/weights:out0 - resnet101_v1d/C4/bottleneck_19/conv0/Conv2D:in1 skip resnet101_v1d/C4/bottleneck_19/conv0/weights/read
    
98. I short-cut resnet101_v1d/C4/bottleneck_16/conv2/BatchNorm/gamma:out0 - resnet101_v1d/C4/bottleneck_16/conv2/BatchNorm/FusedBatchNorm:in1 skip resnet101_v1d/C4/bottleneck_16/conv2/BatchNorm/gamma/read
    
99. I short-cut cascade_stage1/Fast-RCNN/cls_fc/weights:out0 - cascade_stage1/Fast-RCNN/cls_fc/MatMul:in1 skip cascade_stage1/Fast-RCNN/cls_fc/weights/read
    
100. I short-cut resnet101_v1d/C4/bottleneck_17/conv0/BatchNorm/moving_variance:out0 - resnet101_v1d/C4/bottleneck_17/conv0/BatchNorm/FusedBatchNorm:in4 skip resnet101_v1d/C4/bottleneck_17/conv0/BatchNorm/moving_variance/read
     
101. I short-cut resnet101_v1d/C3/bottleneck_1/conv1/BatchNorm/moving_mean:out0 - resnet101_v1d/C3/bottleneck_1/conv1/BatchNorm/FusedBatchNorm:in3 skip resnet101_v1d/C3/bottleneck_1/conv1/BatchNorm/moving_mean/read
     
102. I short-cut resnet101_v1d/C4/bottleneck_16/conv1/weights:out0 - resnet101_v1d/C4/bottleneck_16/conv1/Conv2D:in1 skip resnet101_v1d/C4/bottleneck_16/conv1/weights/read
     
103. I short-cut resnet101_v1d/C5/bottleneck_2/conv0/BatchNorm/moving_variance:out0 - resnet101_v1d/C5/bottleneck_2/conv0/BatchNorm/FusedBatchNorm:in4 skip resnet101_v1d/C5/bottleneck_2/conv0/BatchNorm/moving_variance/read
     
104. I short-cut resnet101_v1d/C4/bottleneck_1/conv1/BatchNorm/gamma:out0 - resnet101_v1d/C4/bottleneck_1/conv1/BatchNorm/FusedBatchNorm:in1 skip resnet101_v1d/C4/bottleneck_1/conv1/BatchNorm/gamma/read
     
105. I short-cut resnet101_v1d/C4/bottleneck_8/Relu:out0 - resnet101_v1d/C4/bottleneck_9/add:in1 skip resnet101_v1d/C4/bottleneck_9/shortcut/Identity
     
106. I short-cut resnet101_v1d/C4/bottleneck_6/conv2/BatchNorm/gamma:out0 - resnet101_v1d/C4/bottleneck_6/conv2/BatchNorm/FusedBatchNorm:in1 skip resnet101_v1d/C4/bottleneck_6/conv2/BatchNorm/gamma/read
     
107. I short-cut resnet101_v1d/C4/bottleneck_22/conv2/BatchNorm/moving_mean:out0 - resnet101_v1d/C4/bottleneck_22/conv2/BatchNorm/FusedBatchNorm:in3 skip resnet101_v1d/C4/bottleneck_22/conv2/BatchNorm/moving_mean/read
     
108. I short-cut build_pyramid/fuse_P2/biases:out0 - build_pyramid/fuse_P2/BiasAdd:in1 skip build_pyramid/fuse_P2/biases/read
     
109. I short-cut resnet101_v1d/C4/bottleneck_17/conv2/BatchNorm/moving_variance:out0 - resnet101_v1d/C4/bottleneck_17/conv2/BatchNorm/FusedBatchNorm:in4 skip resnet101_v1d/C4/bottleneck_17/conv2/BatchNorm/moving_variance/read
     
110. I short-cut resnet101_v1d/C4/bottleneck_22/conv0/BatchNorm/gamma:out0 - resnet101_v1d/C4/bottleneck_22/conv0/BatchNorm/FusedBatchNorm:in1 skip resnet101_v1d/C4/bottleneck_22/conv0/BatchNorm/gamma/read
     
111. I short-cut resnet101_v1d/C4/bottleneck_20/conv0/weights:out0 - resnet101_v1d/C4/bottleneck_20/conv0/Conv2D:in1 skip resnet101_v1d/C4/bottleneck_20/conv0/weights/read
     
112. I short-cut resnet101_v1d/C4/bottleneck_17/conv2/BatchNorm/beta:out0 - resnet101_v1d/C4/bottleneck_17/conv2/BatchNorm/FusedBatchNorm:in2 skip resnet101_v1d/C4/bottleneck_17/conv2/BatchNorm/beta/read
     
113. I short-cut resnet101_v1d/C3/bottleneck_1/conv2/BatchNorm/moving_variance:out0 - resnet101_v1d/C3/bottleneck_1/conv2/BatchNorm/FusedBatchNorm:in4 skip resnet101_v1d/C3/bottleneck_1/conv2/BatchNorm/moving_variance/read
     
114. I short-cut resnet101_v1d/C4/bottleneck_21/conv0/BatchNorm/moving_mean:out0 - resnet101_v1d/C4/bottleneck_21/conv0/BatchNorm/FusedBatchNorm:in3 skip resnet101_v1d/C4/bottleneck_21/conv0/BatchNorm/moving_mean/read
     
115. I short-cut resnet101_v1d/C4/bottleneck_20/conv2/BatchNorm/moving_mean:out0 - resnet101_v1d/C4/bottleneck_20/conv2/BatchNorm/FusedBatchNorm:in3 skip resnet101_v1d/C4/bottleneck_20/conv2/BatchNorm/moving_mean/read
     
116. I short-cut resnet101_v1d/C3/bottleneck_1/conv1/BatchNorm/beta:out0 - resnet101_v1d/C3/bottleneck_1/conv1/BatchNorm/FusedBatchNorm:in2 skip resnet101_v1d/C3/bottleneck_1/conv1/BatchNorm/beta/read
     
117. I short-cut resnet101_v1d/C1/conv1/BatchNorm/moving_mean:out0 - resnet101_v1d/C1/conv1/BatchNorm/FusedBatchNorm:in3 skip resnet101_v1d/C1/conv1/BatchNorm/moving_mean/read
     
118. I short-cut resnet101_v1d/C4/bottleneck_15/conv0/BatchNorm/moving_variance:out0 - resnet101_v1d/C4/bottleneck_15/conv0/BatchNorm/FusedBatchNorm:in4 skip resnet101_v1d/C4/bottleneck_15/conv0/BatchNorm/moving_variance/read
     
119. I short-cut resnet101_v1d/C4/bottleneck_18/conv1/weights:out0 - resnet101_v1d/C4/bottleneck_18/conv1/Conv2D:in1 skip resnet101_v1d/C4/bottleneck_18/conv1/weights/read
     
120. I short-cut resnet101_v1d/C4/bottleneck_16/conv1/BatchNorm/moving_mean:out0 - resnet101_v1d/C4/bottleneck_16/conv1/BatchNorm/FusedBatchNorm:in3 skip resnet101_v1d/C4/bottleneck_16/conv1/BatchNorm/moving_mean/read
     
121. I short-cut resnet101_v1d/C2/bottleneck_1/conv0/BatchNorm/moving_mean:out0 - resnet101_v1d/C2/bottleneck_1/conv0/BatchNorm/FusedBatchNorm:in3 skip resnet101_v1d/C2/bottleneck_1/conv0/BatchNorm/moving_mean/read
     
122. I short-cut resnet101_v1d/C4/bottleneck_18/conv0/weights:out0 - resnet101_v1d/C4/bottleneck_18/conv0/Conv2D:in1 skip resnet101_v1d/C4/bottleneck_18/conv0/weights/read
     
123. I short-cut build_pyramid/fuse_P4/weights:out0 - build_pyramid/fuse_P4/Conv2D:in1 skip build_pyramid/fuse_P4/weights/read
     
124. I short-cut resnet101_v1d/C5/bottleneck_1/conv2/weights:out0 - resnet101_v1d/C5/bottleneck_1/conv2/Conv2D:in1 skip resnet101_v1d/C5/bottleneck_1/conv2/weights/read
     
125. I short-cut resnet101_v1d/C5/bottleneck_2/conv2/BatchNorm/gamma:out0 - resnet101_v1d/C5/bottleneck_2/conv2/BatchNorm/FusedBatchNorm:in1 skip resnet101_v1d/C5/bottleneck_2/conv2/BatchNorm/gamma/read
     
126. I short-cut resnet101_v1d/C4/bottleneck_20/conv1/BatchNorm/gamma:out0 - resnet101_v1d/C4/bottleneck_20/conv1/BatchNorm/FusedBatchNorm:in1 skip resnet101_v1d/C4/bottleneck_20/conv1/BatchNorm/gamma/read
     
127. I short-cut resnet101_v1d/C4/bottleneck_4/conv2/BatchNorm/gamma:out0 - resnet101_v1d/C4/bottleneck_4/conv2/BatchNorm/FusedBatchNorm:in1 skip resnet101_v1d/C4/bottleneck_4/conv2/BatchNorm/gamma/read
     
128. I short-cut resnet101_v1d/C2/bottleneck_2/conv1/BatchNorm/gamma:out0 - resnet101_v1d/C2/bottleneck_2/conv1/BatchNorm/FusedBatchNorm:in1 skip resnet101_v1d/C2/bottleneck_2/conv1/BatchNorm/gamma/read
     
129. I short-cut resnet101_v1d/C5/bottleneck_1/conv2/BatchNorm/moving_mean:out0 - resnet101_v1d/C5/bottleneck_1/conv2/BatchNorm/FusedBatchNorm:in3 skip resnet101_v1d/C5/bottleneck_1/conv2/BatchNorm/moving_mean/read
     
130. I short-cut resnet101_v1d/C4/bottleneck_0/conv2/BatchNorm/moving_mean:out0 - resnet101_v1d/C4/bottleneck_0/conv2/BatchNorm/FusedBatchNorm:in3 skip resnet101_v1d/C4/bottleneck_0/conv2/BatchNorm/moving_mean/read
     
131. I short-cut resnet101_v1d/C5/bottleneck_0/shortcut/BatchNorm/moving_variance:out0 - resnet101_v1d/C5/bottleneck_0/shortcut/BatchNorm/FusedBatchNorm:in4 skip resnet101_v1d/C5/bottleneck_0/shortcut/BatchNorm/moving_variance/read
     
132. I short-cut resnet101_v1d/C4/bottleneck_3/Relu:out0 - resnet101_v1d/C4/bottleneck_4/add:in1 skip resnet101_v1d/C4/bottleneck_4/shortcut/Identity
     
133. I short-cut resnet101_v1d/C4/bottleneck_19/conv0/BatchNorm/moving_mean:out0 - resnet101_v1d/C4/bottleneck_19/conv0/BatchNorm/FusedBatchNorm:in3 skip resnet101_v1d/C4/bottleneck_19/conv0/BatchNorm/moving_mean/read
     
134. I short-cut resnet101_v1d/C4/bottleneck_4/conv1/BatchNorm/moving_variance:out0 - resnet101_v1d/C4/bottleneck_4/conv1/BatchNorm/FusedBatchNorm:in4 skip resnet101_v1d/C4/bottleneck_4/conv1/BatchNorm/moving_variance/read
     
135. I short-cut resnet101_v1d/C4/bottleneck_0/conv0/weights:out0 - resnet101_v1d/C4/bottleneck_0/conv0/Conv2D:in1 skip resnet101_v1d/C4/bottleneck_0/conv0/weights/read
     
136. I short-cut resnet101_v1d/C4/bottleneck_18/conv1/BatchNorm/moving_variance:out0 - resnet101_v1d/C4/bottleneck_18/conv1/BatchNorm/FusedBatchNorm:in4 skip resnet101_v1d/C4/bottleneck_18/conv1/BatchNorm/moving_variance/read
     
137. I short-cut build_rpn/rpn_conv/3x3/biases:out0 - build_rpn/rpn_conv/3x3_3/BiasAdd:in1 skip build_rpn/rpn_conv/3x3/biases/read
     
138. I short-cut resnet101_v1d/C4/bottleneck_9/conv1/weights:out0 - resnet101_v1d/C4/bottleneck_9/conv1/Conv2D:in1 skip resnet101_v1d/C4/bottleneck_9/conv1/weights/read
     
139. I short-cut build_rpn/rpn_bbox_pred/biases:out0 - build_rpn/rpn_bbox_pred_1/BiasAdd:in1 skip build_rpn/rpn_bbox_pred/biases/read
     
140. I short-cut resnet101_v1d/C4/bottleneck_13/conv1/BatchNorm/moving_mean:out0 - resnet101_v1d/C4/bottleneck_13/conv1/BatchNorm/FusedBatchNorm:in3 skip resnet101_v1d/C4/bottleneck_13/conv1/BatchNorm/moving_mean/read
     
141. I short-cut resnet101_v1d/C2/bottleneck_2/conv0/BatchNorm/moving_variance:out0 - resnet101_v1d/C2/bottleneck_2/conv0/BatchNorm/FusedBatchNorm:in4 skip resnet101_v1d/C2/bottleneck_2/conv0/BatchNorm/moving_variance/read
     
142. I short-cut resnet101_v1d/C3/bottleneck_0/conv2/BatchNorm/gamma:out0 - resnet101_v1d/C3/bottleneck_0/conv2/BatchNorm/FusedBatchNorm:in1 skip resnet101_v1d/C3/bottleneck_0/conv2/BatchNorm/gamma/read
     
143. I short-cut resnet101_v1d/C3/bottleneck_2/conv0/BatchNorm/beta:out0 - resnet101_v1d/C3/bottleneck_2/conv0/BatchNorm/FusedBatchNorm:in2 skip resnet101_v1d/C3/bottleneck_2/conv0/BatchNorm/beta/read
     
144. I short-cut resnet101_v1d/C2/bottleneck_0/conv0/BatchNorm/moving_variance:out0 - resnet101_v1d/C2/bottleneck_0/conv0/BatchNorm/FusedBatchNorm:in4 skip resnet101_v1d/C2/bottleneck_0/conv0/BatchNorm/moving_variance/read
     
145. I short-cut resnet101_v1d/C4/bottleneck_21/conv2/BatchNorm/gamma:out0 - resnet101_v1d/C4/bottleneck_21/conv2/BatchNorm/FusedBatchNorm:in1 skip resnet101_v1d/C4/bottleneck_21/conv2/BatchNorm/gamma/read
     
146. I short-cut resnet101_v1d/C4/bottleneck_16/conv2/BatchNorm/beta:out0 - resnet101_v1d/C4/bottleneck_16/conv2/BatchNorm/FusedBatchNorm:in2 skip resnet101_v1d/C4/bottleneck_16/conv2/BatchNorm/beta/read
     
147. I short-cut resnet101_v1d/C3/bottleneck_0/Relu:out0 - resnet101_v1d/C3/bottleneck_1/add:in1 skip resnet101_v1d/C3/bottleneck_1/shortcut/Identity
     
148. I short-cut build_pyramid/fuse_P3/weights:out0 - build_pyramid/fuse_P3/Conv2D:in1 skip build_pyramid/fuse_P3/weights/read
     
149. I short-cut resnet101_v1d/C5/bottleneck_1/conv0/weights:out0 - resnet101_v1d/C5/bottleneck_1/conv0/Conv2D:in1 skip resnet101_v1d/C5/bottleneck_1/conv0/weights/read
     
150. I short-cut build_pyramid/build_P2/reduce_dim_P2/weights:out0 - build_pyramid/build_P2/reduce_dim_P2/Conv2D:in1 skip build_pyramid/build_P2/reduce_dim_P2/weights/read
     
151. I short-cut resnet101_v1d/C4/bottleneck_20/conv0/BatchNorm/beta:out0 - resnet101_v1d/C4/bottleneck_20/conv0/BatchNorm/FusedBatchNorm:in2 skip resnet101_v1d/C4/bottleneck_20/conv0/BatchNorm/beta/read
     
152. I short-cut resnet101_v1d/C4/bottleneck_0/conv0/BatchNorm/moving_variance:out0 - resnet101_v1d/C4/bottleneck_0/conv0/BatchNorm/FusedBatchNorm:in4 skip resnet101_v1d/C4/bottleneck_0/conv0/BatchNorm/moving_variance/read
     
153. I short-cut resnet101_v1d/C1/conv0/weights:out0 - resnet101_v1d/C1/conv0/Conv2D:in1 skip resnet101_v1d/C1/conv0/weights/read
     
154. I short-cut build_pyramid/build_P3/reduce_dim_P3/weights:out0 - build_pyramid/build_P3/reduce_dim_P3/Conv2D:in1 skip build_pyramid/build_P3/reduce_dim_P3/weights/read
     
155. I short-cut resnet101_v1d/C4/bottleneck_2/conv1/BatchNorm/moving_variance:out0 - resnet101_v1d/C4/bottleneck_2/conv1/BatchNorm/FusedBatchNorm:in4 skip resnet101_v1d/C4/bottleneck_2/conv1/BatchNorm/moving_variance/read
     
156. I short-cut resnet101_v1d/C2/bottleneck_1/conv2/BatchNorm/gamma:out0 - resnet101_v1d/C2/bottleneck_1/conv2/BatchNorm/FusedBatchNorm:in1 skip resnet101_v1d/C2/bottleneck_1/conv2/BatchNorm/gamma/read
     
157. I short-cut resnet101_v1d/C4/bottleneck_12/conv2/BatchNorm/gamma:out0 - resnet101_v1d/C4/bottleneck_12/conv2/BatchNorm/FusedBatchNorm:in1 skip resnet101_v1d/C4/bottleneck_12/conv2/BatchNorm/gamma/read
     
158. I short-cut resnet101_v1d/C3/bottleneck_3/conv2/BatchNorm/gamma:out0 - resnet101_v1d/C3/bottleneck_3/conv2/BatchNorm/FusedBatchNorm:in1 skip resnet101_v1d/C3/bottleneck_3/conv2/BatchNorm/gamma/read
     
159. I short-cut resnet101_v1d/C4/bottleneck_13/conv1/BatchNorm/moving_variance:out0 - resnet101_v1d/C4/bottleneck_13/conv1/BatchNorm/FusedBatchNorm:in4 skip resnet101_v1d/C4/bottleneck_13/conv1/BatchNorm/moving_variance/read
     
160. I short-cut resnet101_v1d/C4/bottleneck_9/conv2/BatchNorm/moving_variance:out0 - resnet101_v1d/C4/bottleneck_9/conv2/BatchNorm/FusedBatchNorm:in4 skip resnet101_v1d/C4/bottleneck_9/conv2/BatchNorm/moving_variance/read
     
161. I short-cut resnet101_v1d/C4/bottleneck_8/conv0/BatchNorm/beta:out0 - resnet101_v1d/C4/bottleneck_8/conv0/BatchNorm/FusedBatchNorm:in2 skip resnet101_v1d/C4/bottleneck_8/conv0/BatchNorm/beta/read
     
162. I short-cut resnet101_v1d/C4/bottleneck_0/conv2/BatchNorm/moving_variance:out0 - resnet101_v1d/C4/bottleneck_0/conv2/BatchNorm/FusedBatchNorm:in4 skip resnet101_v1d/C4/bottleneck_0/conv2/BatchNorm/moving_variance/read
     
163. I short-cut resnet101_v1d/C5/bottleneck_0/conv1/BatchNorm/moving_mean:out0 - resnet101_v1d/C5/bottleneck_0/conv1/BatchNorm/FusedBatchNorm:in3 skip resnet101_v1d/C5/bottleneck_0/conv1/BatchNorm/moving_mean/read
     
164. I short-cut resnet101_v1d/C3/bottleneck_1/conv2/BatchNorm/moving_mean:out0 - resnet101_v1d/C3/bottleneck_1/conv2/BatchNorm/FusedBatchNorm:in3 skip resnet101_v1d/C3/bottleneck_1/conv2/BatchNorm/moving_mean/read
     
165. I short-cut resnet101_v1d/C3/bottleneck_3/conv2/BatchNorm/moving_mean:out0 - resnet101_v1d/C3/bottleneck_3/conv2/BatchNorm/FusedBatchNorm:in3 skip resnet101_v1d/C3/bottleneck_3/conv2/BatchNorm/moving_mean/read
     
166. I short-cut resnet101_v1d/C4/bottleneck_3/conv0/BatchNorm/moving_variance:out0 - resnet101_v1d/C4/bottleneck_3/conv0/BatchNorm/FusedBatchNorm:in4 skip resnet101_v1d/C4/bottleneck_3/conv0/BatchNorm/moving_variance/read
     
167. I short-cut resnet101_v1d/C4/bottleneck_6/conv2/BatchNorm/beta:out0 - resnet101_v1d/C4/bottleneck_6/conv2/BatchNorm/FusedBatchNorm:in2 skip resnet101_v1d/C4/bottleneck_6/conv2/BatchNorm/beta/read
     
168. I short-cut resnet101_v1d/C4/bottleneck_17/conv1/weights:out0 - resnet101_v1d/C4/bottleneck_17/conv1/Conv2D:in1 skip resnet101_v1d/C4/bottleneck_17/conv1/weights/read
     
169. I short-cut resnet101_v1d/C4/bottleneck_2/conv2/BatchNorm/gamma:out0 - resnet101_v1d/C4/bottleneck_2/conv2/BatchNorm/FusedBatchNorm:in1 skip resnet101_v1d/C4/bottleneck_2/conv2/BatchNorm/gamma/read
     
170. I short-cut resnet101_v1d/C1/conv1/weights:out0 - resnet101_v1d/C1/conv1/Conv2D:in1 skip resnet101_v1d/C1/conv1/weights/read
     
171. I short-cut resnet101_v1d/C4/bottleneck_20/conv0/BatchNorm/moving_mean:out0 - resnet101_v1d/C4/bottleneck_20/conv0/BatchNorm/FusedBatchNorm:in3 skip resnet101_v1d/C4/bottleneck_20/conv0/BatchNorm/moving_mean/read
     
172. I short-cut resnet101_v1d/C3/bottleneck_2/conv2/weights:out0 - resnet101_v1d/C3/bottleneck_2/conv2/Conv2D:in1 skip resnet101_v1d/C3/bottleneck_2/conv2/weights/read
     
173. I short-cut resnet101_v1d/C4/bottleneck_12/conv0/BatchNorm/beta:out0 - resnet101_v1d/C4/bottleneck_12/conv0/BatchNorm/FusedBatchNorm:in2 skip resnet101_v1d/C4/bottleneck_12/conv0/BatchNorm/beta/read
     
174. I short-cut resnet101_v1d/C2/bottleneck_0/shortcut/BatchNorm/gamma:out0 - resnet101_v1d/C2/bottleneck_0/shortcut/BatchNorm/FusedBatchNorm:in1 skip resnet101_v1d/C2/bottleneck_0/shortcut/BatchNorm/gamma/read
     
175. I short-cut resnet101_v1d/C4/bottleneck_0/Relu:out0 - resnet101_v1d/C4/bottleneck_1/add:in1 skip resnet101_v1d/C4/bottleneck_1/shortcut/Identity
     
176. I short-cut resnet101_v1d/C4/bottleneck_4/conv2/BatchNorm/moving_variance:out0 - resnet101_v1d/C4/bottleneck_4/conv2/BatchNorm/FusedBatchNorm:in4 skip resnet101_v1d/C4/bottleneck_4/conv2/BatchNorm/moving_variance/read
     
177. I short-cut resnet101_v1d/C4/bottleneck_18/conv2/BatchNorm/gamma:out0 - resnet101_v1d/C4/bottleneck_18/conv2/BatchNorm/FusedBatchNorm:in1 skip resnet101_v1d/C4/bottleneck_18/conv2/BatchNorm/gamma/read
     
178. I short-cut resnet101_v1d/C5/bottleneck_0/conv0/BatchNorm/moving_variance:out0 - resnet101_v1d/C5/bottleneck_0/conv0/BatchNorm/FusedBatchNorm:in4 skip resnet101_v1d/C5/bottleneck_0/conv0/BatchNorm/moving_variance/read
     
179. I short-cut resnet101_v1d/C5/bottleneck_0/shortcut/weights:out0 - resnet101_v1d/C5/bottleneck_0/shortcut/Conv2D:in1 skip resnet101_v1d/C5/bottleneck_0/shortcut/weights/read
     
180. I short-cut build_rpn/rpn_bbox_pred/weights:out0 - build_rpn/rpn_bbox_pred_1/Conv2D:in1 skip build_rpn/rpn_bbox_pred/weights/read
     
181. I short-cut resnet101_v1d/C1/conv0/BatchNorm/beta:out0 - resnet101_v1d/C1/conv0/BatchNorm/FusedBatchNorm:in2 skip resnet101_v1d/C1/conv0/BatchNorm/beta/read
     
182. I short-cut resnet101_v1d/C3/bottleneck_1/Relu:out0 - resnet101_v1d/C3/bottleneck_2/add:in1 skip resnet101_v1d/C3/bottleneck_2/shortcut/Identity
     
183. I short-cut resnet101_v1d/C5/bottleneck_0/Relu:out0 - resnet101_v1d/C5/bottleneck_1/add:in1 skip resnet101_v1d/C5/bottleneck_1/shortcut/Identity
     
184. I short-cut resnet101_v1d/C4/bottleneck_9/conv2/BatchNorm/moving_mean:out0 - resnet101_v1d/C4/bottleneck_9/conv2/BatchNorm/FusedBatchNorm:in3 skip resnet101_v1d/C4/bottleneck_9/conv2/BatchNorm/moving_mean/read
     
185. I short-cut resnet101_v1d/C4/bottleneck_20/conv2/BatchNorm/moving_variance:out0 - resnet101_v1d/C4/bottleneck_20/conv2/BatchNorm/FusedBatchNorm:in4 skip resnet101_v1d/C4/bottleneck_20/conv2/BatchNorm/moving_variance/read
     
186. I short-cut resnet101_v1d/C5/bottleneck_0/shortcut/BatchNorm/gamma:out0 - resnet101_v1d/C5/bottleneck_0/shortcut/BatchNorm/FusedBatchNorm:in1 skip resnet101_v1d/C5/bottleneck_0/shortcut/BatchNorm/gamma/read
     
187. I short-cut resnet101_v1d/C1/conv0/BatchNorm/gamma:out0 - resnet101_v1d/C1/conv0/BatchNorm/FusedBatchNorm:in1 skip resnet101_v1d/C1/conv0/BatchNorm/gamma/read
     
188. I short-cut resnet101_v1d/C4/bottleneck_1/conv0/BatchNorm/moving_mean:out0 - resnet101_v1d/C4/bottleneck_1/conv0/BatchNorm/FusedBatchNorm:in3 skip resnet101_v1d/C4/bottleneck_1/conv0/BatchNorm/moving_mean/read
     
189. I short-cut resnet101_v1d/C4/bottleneck_4/conv2/weights:out0 - resnet101_v1d/C4/bottleneck_4/conv2/Conv2D:in1 skip resnet101_v1d/C4/bottleneck_4/conv2/weights/read
     
190. I short-cut resnet101_v1d/C3/bottleneck_1/conv1/BatchNorm/gamma:out0 - resnet101_v1d/C3/bottleneck_1/conv1/BatchNorm/FusedBatchNorm:in1 skip resnet101_v1d/C3/bottleneck_1/conv1/BatchNorm/gamma/read
     
191. I short-cut resnet101_v1d/C4/bottleneck_22/conv0/weights:out0 - resnet101_v1d/C4/bottleneck_22/conv0/Conv2D:in1 skip resnet101_v1d/C4/bottleneck_22/conv0/weights/read
     
192. I short-cut cascade_stage1/Fast-RCNN/build_fc_layers/fc2/biases:out0 - cascade_stage1/Fast-RCNN/build_fc_layers/fc2/BiasAdd:in1 skip cascade_stage1/Fast-RCNN/build_fc_layers/fc2/biases/read
     
193. I short-cut cascade_stage2/Fast-RCNN/build_fc_layers/fc1/weights:out0 - cascade_stage2/Fast-RCNN/build_fc_layers/fc1/MatMul:in1 skip cascade_stage2/Fast-RCNN/build_fc_layers/fc1/weights/read
     
194. I short-cut resnet101_v1d/C3/bottleneck_2/conv0/BatchNorm/moving_mean:out0 - resnet101_v1d/C3/bottleneck_2/conv0/BatchNorm/FusedBatchNorm:in3 skip resnet101_v1d/C3/bottleneck_2/conv0/BatchNorm/moving_mean/read
     
195. I short-cut resnet101_v1d/C4/bottleneck_0/conv0/BatchNorm/gamma:out0 - resnet101_v1d/C4/bottleneck_0/conv0/BatchNorm/FusedBatchNorm:in1 skip resnet101_v1d/C4/bottleneck_0/conv0/BatchNorm/gamma/read
     
196. I short-cut resnet101_v1d/C4/bottleneck_7/conv1/weights:out0 - resnet101_v1d/C4/bottleneck_7/conv1/Conv2D:in1 skip resnet101_v1d/C4/bottleneck_7/conv1/weights/read
     
197. I short-cut resnet101_v1d/C4/bottleneck_5/conv0/weights:out0 - resnet101_v1d/C4/bottleneck_5/conv0/Conv2D:in1 skip resnet101_v1d/C4/bottleneck_5/conv0/weights/read
     
198. I short-cut resnet101_v1d/C4/bottleneck_14/conv0/BatchNorm/moving_mean:out0 - resnet101_v1d/C4/bottleneck_14/conv0/BatchNorm/FusedBatchNorm:in3 skip resnet101_v1d/C4/bottleneck_14/conv0/BatchNorm/moving_mean/read
     
199. I short-cut resnet101_v1d/C4/bottleneck_22/conv1/BatchNorm/gamma:out0 - resnet101_v1d/C4/bottleneck_22/conv1/BatchNorm/FusedBatchNorm:in1 skip resnet101_v1d/C4/bottleneck_22/conv1/BatchNorm/gamma/read
     
200. I short-cut resnet101_v1d/C4/bottleneck_8/conv0/BatchNorm/moving_mean:out0 - resnet101_v1d/C4/bottleneck_8/conv0/BatchNorm/FusedBatchNorm:in3 skip resnet101_v1d/C4/bottleneck_8/conv0/BatchNorm/moving_mean/read
     
201. I short-cut resnet101_v1d/C4/bottleneck_11/conv1/BatchNorm/gamma:out0 - resnet101_v1d/C4/bottleneck_11/conv1/BatchNorm/FusedBatchNorm:in1 skip resnet101_v1d/C4/bottleneck_11/conv1/BatchNorm/gamma/read
     
202. I short-cut resnet101_v1d/C4/bottleneck_19/conv2/weights:out0 - resnet101_v1d/C4/bottleneck_19/conv2/Conv2D:in1 skip resnet101_v1d/C4/bottleneck_19/conv2/weights/read
     
203. I short-cut build_rpn/rpn_bbox_pred/weights:out0 - build_rpn/rpn_bbox_pred_2/Conv2D:in1 skip build_rpn/rpn_bbox_pred/weights/read
     
204. I short-cut resnet101_v1d/C4/bottleneck_5/conv2/BatchNorm/moving_variance:out0 - resnet101_v1d/C4/bottleneck_5/conv2/BatchNorm/FusedBatchNorm:in4 skip resnet101_v1d/C4/bottleneck_5/conv2/BatchNorm/moving_variance/read
     
205. I short-cut build_rpn/rpn_cls_score/weights:out0 - build_rpn/rpn_cls_score_1/Conv2D:in1 skip build_rpn/rpn_cls_score/weights/read
     
206. I short-cut resnet101_v1d/C4/bottleneck_12/conv2/BatchNorm/moving_mean:out0 - resnet101_v1d/C4/bottleneck_12/conv2/BatchNorm/FusedBatchNorm:in3 skip resnet101_v1d/C4/bottleneck_12/conv2/BatchNorm/moving_mean/read
     
207. I short-cut resnet101_v1d/C4/bottleneck_21/conv0/BatchNorm/gamma:out0 - resnet101_v1d/C4/bottleneck_21/conv0/BatchNorm/FusedBatchNorm:in1 skip resnet101_v1d/C4/bottleneck_21/conv0/BatchNorm/gamma/read
     
208. I short-cut resnet101_v1d/C4/bottleneck_1/conv1/BatchNorm/moving_mean:out0 - resnet101_v1d/C4/bottleneck_1/conv1/BatchNorm/FusedBatchNorm:in3 skip resnet101_v1d/C4/bottleneck_1/conv1/BatchNorm/moving_mean/read
     
209. I short-cut resnet101_v1d/C4/bottleneck_7/conv2/BatchNorm/gamma:out0 - resnet101_v1d/C4/bottleneck_7/conv2/BatchNorm/FusedBatchNorm:in1 skip resnet101_v1d/C4/bottleneck_7/conv2/BatchNorm/gamma/read
     
210. I short-cut resnet101_v1d/C4/bottleneck_7/Relu:out0 - resnet101_v1d/C4/bottleneck_8/add:in1 skip resnet101_v1d/C4/bottleneck_8/shortcut/Identity
     
211. I short-cut resnet101_v1d/C4/bottleneck_8/conv1/BatchNorm/beta:out0 - resnet101_v1d/C4/bottleneck_8/conv1/BatchNorm/FusedBatchNorm:in2 skip resnet101_v1d/C4/bottleneck_8/conv1/BatchNorm/beta/read
     
212. I short-cut resnet101_v1d/C4/bottleneck_0/shortcut/BatchNorm/beta:out0 - resnet101_v1d/C4/bottleneck_0/shortcut/BatchNorm/FusedBatchNorm:in2 skip resnet101_v1d/C4/bottleneck_0/shortcut/BatchNorm/beta/read
     
213. I short-cut build_rpn/rpn_conv/3x3/biases:out0 - build_rpn/rpn_conv/3x3_2/BiasAdd:in1 skip build_rpn/rpn_conv/3x3/biases/read
     
214. I short-cut cascade_stage2/Fast-RCNN/build_fc_layers/fc1/weights:out0 - cascade_stage2_1/Fast-RCNN/build_fc_layers/fc1/MatMul:in1 skip cascade_stage2/Fast-RCNN/build_fc_layers/fc1/weights/read
     
215. I short-cut resnet101_v1d/C4/bottleneck_17/conv1/BatchNorm/beta:out0 - resnet101_v1d/C4/bottleneck_17/conv1/BatchNorm/FusedBatchNorm:in2 skip resnet101_v1d/C4/bottleneck_17/conv1/BatchNorm/beta/read
     
216. I short-cut resnet101_v1d/C4/bottleneck_12/conv1/weights:out0 - resnet101_v1d/C4/bottleneck_12/conv1/Conv2D:in1 skip resnet101_v1d/C4/bottleneck_12/conv1/weights/read
     
217. I short-cut resnet101_v1d/C4/bottleneck_11/conv0/BatchNorm/gamma:out0 - resnet101_v1d/C4/bottleneck_11/conv0/BatchNorm/FusedBatchNorm:in1 skip resnet101_v1d/C4/bottleneck_11/conv0/BatchNorm/gamma/read
     
218. I short-cut resnet101_v1d/C5/bottleneck_0/conv0/BatchNorm/beta:out0 - resnet101_v1d/C5/bottleneck_0/conv0/BatchNorm/FusedBatchNorm:in2 skip resnet101_v1d/C5/bottleneck_0/conv0/BatchNorm/beta/read
     
219. I short-cut resnet101_v1d/C4/bottleneck_1/conv2/BatchNorm/gamma:out0 - resnet101_v1d/C4/bottleneck_1/conv2/BatchNorm/FusedBatchNorm:in1 skip resnet101_v1d/C4/bottleneck_1/conv2/BatchNorm/gamma/read
     
220. I short-cut resnet101_v1d/C4/bottleneck_18/conv0/BatchNorm/moving_mean:out0 - resnet101_v1d/C4/bottleneck_18/conv0/BatchNorm/FusedBatchNorm:in3 skip resnet101_v1d/C4/bottleneck_18/conv0/BatchNorm/moving_mean/read
     
221. I short-cut resnet101_v1d/C3/bottleneck_0/shortcut/BatchNorm/moving_mean:out0 - resnet101_v1d/C3/bottleneck_0/shortcut/BatchNorm/FusedBatchNorm:in3 skip resnet101_v1d/C3/bottleneck_0/shortcut/BatchNorm/moving_mean/read
     
222. I short-cut resnet101_v1d/C4/bottleneck_4/conv2/BatchNorm/beta:out0 - resnet101_v1d/C4/bottleneck_4/conv2/BatchNorm/FusedBatchNorm:in2 skip resnet101_v1d/C4/bottleneck_4/conv2/BatchNorm/beta/read
     
223. I short-cut resnet101_v1d/C4/bottleneck_4/conv1/BatchNorm/beta:out0 - resnet101_v1d/C4/bottleneck_4/conv1/BatchNorm/FusedBatchNorm:in2 skip resnet101_v1d/C4/bottleneck_4/conv1/BatchNorm/beta/read
     
224. I short-cut build_rpn/rpn_cls_score/weights:out0 - build_rpn/rpn_cls_score/Conv2D:in1 skip build_rpn/rpn_cls_score/weights/read
     
225. I short-cut resnet101_v1d/C3/bottleneck_0/conv2/weights:out0 - resnet101_v1d/C3/bottleneck_0/conv2/Conv2D:in1 skip resnet101_v1d/C3/bottleneck_0/conv2/weights/read
     
226. I short-cut resnet101_v1d/C4/bottleneck_5/conv2/BatchNorm/beta:out0 - resnet101_v1d/C4/bottleneck_5/conv2/BatchNorm/FusedBatchNorm:in2 skip resnet101_v1d/C4/bottleneck_5/conv2/BatchNorm/beta/read
     
227. I short-cut resnet101_v1d/C3/bottleneck_3/conv0/BatchNorm/gamma:out0 - resnet101_v1d/C3/bottleneck_3/conv0/BatchNorm/FusedBatchNorm:in1 skip resnet101_v1d/C3/bottleneck_3/conv0/BatchNorm/gamma/read
     
228. I short-cut resnet101_v1d/C5/bottleneck_2/conv1/weights:out0 - resnet101_v1d/C5/bottleneck_2/conv1/Conv2D:in1 skip resnet101_v1d/C5/bottleneck_2/conv1/weights/read
     
229. I short-cut resnet101_v1d/C4/bottleneck_14/conv2/BatchNorm/beta:out0 - resnet101_v1d/C4/bottleneck_14/conv2/BatchNorm/FusedBatchNorm:in2 skip resnet101_v1d/C4/bottleneck_14/conv2/BatchNorm/beta/read
     
230. I short-cut resnet101_v1d/C4/bottleneck_14/conv1/BatchNorm/moving_mean:out0 - resnet101_v1d/C4/bottleneck_14/conv1/BatchNorm/FusedBatchNorm:in3 skip resnet101_v1d/C4/bottleneck_14/conv1/BatchNorm/moving_mean/read
     
231. I short-cut resnet101_v1d/C4/bottleneck_0/shortcut/BatchNorm/moving_mean:out0 - resnet101_v1d/C4/bottleneck_0/shortcut/BatchNorm/FusedBatchNorm:in3 skip resnet101_v1d/C4/bottleneck_0/shortcut/BatchNorm/moving_mean/read
     
232. I short-cut resnet101_v1d/C4/bottleneck_19/conv1/BatchNorm/moving_mean:out0 - resnet101_v1d/C4/bottleneck_19/conv1/BatchNorm/FusedBatchNorm:in3 skip resnet101_v1d/C4/bottleneck_19/conv1/BatchNorm/moving_mean/read
     
233. I short-cut resnet101_v1d/C3/bottleneck_2/conv0/BatchNorm/gamma:out0 - resnet101_v1d/C3/bottleneck_2/conv0/BatchNorm/FusedBatchNorm:in1 skip resnet101_v1d/C3/bottleneck_2/conv0/BatchNorm/gamma/read
     
234. I short-cut resnet101_v1d/C4/bottleneck_0/conv2/BatchNorm/gamma:out0 - resnet101_v1d/C4/bottleneck_0/conv2/BatchNorm/FusedBatchNorm:in1 skip resnet101_v1d/C4/bottleneck_0/conv2/BatchNorm/gamma/read
     
235. I short-cut resnet101_v1d/C4/bottleneck_14/conv1/weights:out0 - resnet101_v1d/C4/bottleneck_14/conv1/Conv2D:in1 skip resnet101_v1d/C4/bottleneck_14/conv1/weights/read
     
236. I short-cut resnet101_v1d/C4/bottleneck_3/conv0/BatchNorm/gamma:out0 - resnet101_v1d/C4/bottleneck_3/conv0/BatchNorm/FusedBatchNorm:in1 skip resnet101_v1d/C4/bottleneck_3/conv0/BatchNorm/gamma/read
     
237. I short-cut resnet101_v1d/C4/bottleneck_4/conv0/BatchNorm/moving_variance:out0 - resnet101_v1d/C4/bottleneck_4/conv0/BatchNorm/FusedBatchNorm:in4 skip resnet101_v1d/C4/bottleneck_4/conv0/BatchNorm/moving_variance/read
     
238. I short-cut resnet101_v1d/C4/bottleneck_17/conv0/BatchNorm/gamma:out0 - resnet101_v1d/C4/bottleneck_17/conv0/BatchNorm/FusedBatchNorm:in1 skip resnet101_v1d/C4/bottleneck_17/conv0/BatchNorm/gamma/read
     
239. I short-cut resnet101_v1d/C3/bottleneck_3/conv0/BatchNorm/moving_mean:out0 - resnet101_v1d/C3/bottleneck_3/conv0/BatchNorm/FusedBatchNorm:in3 skip resnet101_v1d/C3/bottleneck_3/conv0/BatchNorm/moving_mean/read
     
240. I short-cut build_rpn/rpn_cls_score/weights:out0 - build_rpn/rpn_cls_score_3/Conv2D:in1 skip build_rpn/rpn_cls_score/weights/read
     
241. I short-cut resnet101_v1d/C4/bottleneck_15/conv1/BatchNorm/moving_variance:out0 - resnet101_v1d/C4/bottleneck_15/conv1/BatchNorm/FusedBatchNorm:in4 skip resnet101_v1d/C4/bottleneck_15/conv1/BatchNorm/moving_variance/read
     
242. I short-cut resnet101_v1d/C4/bottleneck_15/conv1/weights:out0 - resnet101_v1d/C4/bottleneck_15/conv1/Conv2D:in1 skip resnet101_v1d/C4/bottleneck_15/conv1/weights/read
     
243. I short-cut resnet101_v1d/C3/bottleneck_0/conv1/BatchNorm/moving_variance:out0 - resnet101_v1d/C3/bottleneck_0/conv1/BatchNorm/FusedBatchNorm:in4 skip resnet101_v1d/C3/bottleneck_0/conv1/BatchNorm/moving_variance/read
     
244. I short-cut resnet101_v1d/C4/bottleneck_0/conv1/BatchNorm/moving_variance:out0 - resnet101_v1d/C4/bottleneck_0/conv1/BatchNorm/FusedBatchNorm:in4 skip resnet101_v1d/C4/bottleneck_0/conv1/BatchNorm/moving_variance/read
     
245. I short-cut resnet101_v1d/C2/bottleneck_0/conv0/BatchNorm/beta:out0 - resnet101_v1d/C2/bottleneck_0/conv0/BatchNorm/FusedBatchNorm:in2 skip resnet101_v1d/C2/bottleneck_0/conv0/BatchNorm/beta/read
     
246. I short-cut resnet101_v1d/C4/bottleneck_22/conv1/weights:out0 - resnet101_v1d/C4/bottleneck_22/conv1/Conv2D:in1 skip resnet101_v1d/C4/bottleneck_22/conv1/weights/read
     
247. I short-cut resnet101_v1d/C4/bottleneck_17/Relu:out0 - resnet101_v1d/C4/bottleneck_18/add:in1 skip resnet101_v1d/C4/bottleneck_18/shortcut/Identity
     
248. I short-cut resnet101_v1d/C5/bottleneck_1/Relu:out0 - resnet101_v1d/C5/bottleneck_2/add:in1 skip resnet101_v1d/C5/bottleneck_2/shortcut/Identity
     
249. I short-cut resnet101_v1d/C4/bottleneck_6/conv2/weights:out0 - resnet101_v1d/C4/bottleneck_6/conv2/Conv2D:in1 skip resnet101_v1d/C4/bottleneck_6/conv2/weights/read
     
250. I short-cut resnet101_v1d/C2/bottleneck_0/conv1/BatchNorm/moving_mean:out0 - resnet101_v1d/C2/bottleneck_0/conv1/BatchNorm/FusedBatchNorm:in3 skip resnet101_v1d/C2/bottleneck_0/conv1/BatchNorm/moving_mean/read
     
251. I short-cut resnet101_v1d/C4/bottleneck_3/conv2/BatchNorm/moving_mean:out0 - resnet101_v1d/C4/bottleneck_3/conv2/BatchNorm/FusedBatchNorm:in3 skip resnet101_v1d/C4/bottleneck_3/conv2/BatchNorm/moving_mean/read
     
252. I short-cut resnet101_v1d/C2/bottleneck_2/conv2/weights:out0 - resnet101_v1d/C2/bottleneck_2/conv2/Conv2D:in1 skip resnet101_v1d/C2/bottleneck_2/conv2/weights/read
     
253. I short-cut resnet101_v1d/C4/bottleneck_16/conv2/BatchNorm/moving_mean:out0 - resnet101_v1d/C4/bottleneck_16/conv2/BatchNorm/FusedBatchNorm:in3 skip resnet101_v1d/C4/bottleneck_16/conv2/BatchNorm/moving_mean/read
     
254. I short-cut cascade_stage1/Fast-RCNN/build_fc_layers/fc1/biases:out0 - cascade_stage1/Fast-RCNN/build_fc_layers/fc1/BiasAdd:in1 skip cascade_stage1/Fast-RCNN/build_fc_layers/fc1/biases/read
     
255. I short-cut resnet101_v1d/C4/bottleneck_3/conv1/BatchNorm/moving_variance:out0 - resnet101_v1d/C4/bottleneck_3/conv1/BatchNorm/FusedBatchNorm:in4 skip resnet101_v1d/C4/bottleneck_3/conv1/BatchNorm/moving_variance/read
     
256. I short-cut cascade_stage2/Fast-RCNN/build_fc_layers/fc1/biases:out0 - cascade_stage2/Fast-RCNN/build_fc_layers/fc1/BiasAdd:in1 skip cascade_stage2/Fast-RCNN/build_fc_layers/fc1/biases/read
     
257. I short-cut resnet101_v1d/C2/bottleneck_0/conv1/BatchNorm/gamma:out0 - resnet101_v1d/C2/bottleneck_0/conv1/BatchNorm/FusedBatchNorm:in1 skip resnet101_v1d/C2/bottleneck_0/conv1/BatchNorm/gamma/read
     
258. I short-cut resnet101_v1d/C2/bottleneck_2/conv2/BatchNorm/beta:out0 - resnet101_v1d/C2/bottleneck_2/conv2/BatchNorm/FusedBatchNorm:in2 skip resnet101_v1d/C2/bottleneck_2/conv2/BatchNorm/beta/read
     
259. I short-cut resnet101_v1d/C3/bottleneck_3/conv1/BatchNorm/moving_variance:out0 - resnet101_v1d/C3/bottleneck_3/conv1/BatchNorm/FusedBatchNorm:in4 skip resnet101_v1d/C3/bottleneck_3/conv1/BatchNorm/moving_variance/read
     
260. I short-cut resnet101_v1d/C2/bottleneck_0/conv1/weights:out0 - resnet101_v1d/C2/bottleneck_0/conv1/Conv2D:in1 skip resnet101_v1d/C2/bottleneck_0/conv1/weights/read
     
261. I short-cut resnet101_v1d/C2/bottleneck_2/conv1/BatchNorm/beta:out0 - resnet101_v1d/C2/bottleneck_2/conv1/BatchNorm/FusedBatchNorm:in2 skip resnet101_v1d/C2/bottleneck_2/conv1/BatchNorm/beta/read
     
262. I short-cut resnet101_v1d/C4/bottleneck_5/conv2/BatchNorm/moving_mean:out0 - resnet101_v1d/C4/bottleneck_5/conv2/BatchNorm/FusedBatchNorm:in3 skip resnet101_v1d/C4/bottleneck_5/conv2/BatchNorm/moving_mean/read
     
263. I short-cut resnet101_v1d/C3/bottleneck_3/conv1/BatchNorm/beta:out0 - resnet101_v1d/C3/bottleneck_3/conv1/BatchNorm/FusedBatchNorm:in2 skip resnet101_v1d/C3/bottleneck_3/conv1/BatchNorm/beta/read
     
264. I short-cut cascade_stage2/Fast-RCNN/cls_fc/weights:out0 - cascade_stage2_1/Fast-RCNN/cls_fc/MatMul:in1 skip cascade_stage2/Fast-RCNN/cls_fc/weights/read
     
265. I short-cut resnet101_v1d/C4/bottleneck_6/conv1/BatchNorm/gamma:out0 - resnet101_v1d/C4/bottleneck_6/conv1/BatchNorm/FusedBatchNorm:in1 skip resnet101_v1d/C4/bottleneck_6/conv1/BatchNorm/gamma/read
     
266. I short-cut build_rpn/rpn_cls_score/weights:out0 - build_rpn/rpn_cls_score_4/Conv2D:in1 skip build_rpn/rpn_cls_score/weights/read
     
267. I short-cut resnet101_v1d/C2/bottleneck_1/conv1/BatchNorm/gamma:out0 - resnet101_v1d/C2/bottleneck_1/conv1/BatchNorm/FusedBatchNorm:in1 skip resnet101_v1d/C2/bottleneck_1/conv1/BatchNorm/gamma/read
     
268. I short-cut resnet101_v1d/C4/bottleneck_7/conv2/BatchNorm/beta:out0 - resnet101_v1d/C4/bottleneck_7/conv2/BatchNorm/FusedBatchNorm:in2 skip resnet101_v1d/C4/bottleneck_7/conv2/BatchNorm/beta/read
     
269. I short-cut resnet101_v1d/C3/bottleneck_2/Relu:out0 - resnet101_v1d/C3/bottleneck_3/add:in1 skip resnet101_v1d/C3/bottleneck_3/shortcut/Identity
     
270. I short-cut resnet101_v1d/C4/bottleneck_11/conv2/BatchNorm/gamma:out0 - resnet101_v1d/C4/bottleneck_11/conv2/BatchNorm/FusedBatchNorm:in1 skip resnet101_v1d/C4/bottleneck_11/conv2/BatchNorm/gamma/read
     
271. I short-cut resnet101_v1d/C4/bottleneck_3/conv0/weights:out0 - resnet101_v1d/C4/bottleneck_3/conv0/Conv2D:in1 skip resnet101_v1d/C4/bottleneck_3/conv0/weights/read
     
272. I short-cut resnet101_v1d/C4/bottleneck_1/conv0/BatchNorm/beta:out0 - resnet101_v1d/C4/bottleneck_1/conv0/BatchNorm/FusedBatchNorm:in2 skip resnet101_v1d/C4/bottleneck_1/conv0/BatchNorm/beta/read
     
273. I short-cut resnet101_v1d/C4/bottleneck_12/conv2/weights:out0 - resnet101_v1d/C4/bottleneck_12/conv2/Conv2D:in1 skip resnet101_v1d/C4/bottleneck_12/conv2/weights/read
     
274. I short-cut resnet101_v1d/C4/bottleneck_6/Relu:out0 - resnet101_v1d/C4/bottleneck_7/add:in1 skip resnet101_v1d/C4/bottleneck_7/shortcut/Identity
     
275. I short-cut cascade_stage3/Fast-RCNN/build_fc_layers/fc2/biases:out0 - cascade_stage3/Fast-RCNN/build_fc_layers/fc2/BiasAdd:in1 skip cascade_stage3/Fast-RCNN/build_fc_layers/fc2/biases/read
     
276. I short-cut resnet101_v1d/C4/bottleneck_11/conv0/BatchNorm/moving_mean:out0 - resnet101_v1d/C4/bottleneck_11/conv0/BatchNorm/FusedBatchNorm:in3 skip resnet101_v1d/C4/bottleneck_11/conv0/BatchNorm/moving_mean/read
     
277. I short-cut resnet101_v1d/C4/bottleneck_17/conv0/weights:out0 - resnet101_v1d/C4/bottleneck_17/conv0/Conv2D:in1 skip resnet101_v1d/C4/bottleneck_17/conv0/weights/read
     
278. I short-cut cascade_stage1/Fast-RCNN/build_fc_layers/fc1/weights:out0 - cascade_stage1/Fast-RCNN/build_fc_layers/fc1/MatMul:in1 skip cascade_stage1/Fast-RCNN/build_fc_layers/fc1/weights/read
     
279. I short-cut resnet101_v1d/C4/bottleneck_8/conv1/weights:out0 - resnet101_v1d/C4/bottleneck_8/conv1/Conv2D:in1 skip resnet101_v1d/C4/bottleneck_8/conv1/weights/read
     
280. I short-cut resnet101_v1d/C4/bottleneck_15/conv0/BatchNorm/gamma:out0 - resnet101_v1d/C4/bottleneck_15/conv0/BatchNorm/FusedBatchNorm:in1 skip resnet101_v1d/C4/bottleneck_15/conv0/BatchNorm/gamma/read
     
281. I short-cut resnet101_v1d/C2/bottleneck_1/conv0/weights:out0 - resnet101_v1d/C2/bottleneck_1/conv0/Conv2D:in1 skip resnet101_v1d/C2/bottleneck_1/conv0/weights/read
     
282. I short-cut resnet101_v1d/C4/bottleneck_22/conv2/BatchNorm/gamma:out0 - resnet101_v1d/C4/bottleneck_22/conv2/BatchNorm/FusedBatchNorm:in1 skip resnet101_v1d/C4/bottleneck_22/conv2/BatchNorm/gamma/read
     
283. I short-cut resnet101_v1d/C5/bottleneck_1/conv1/BatchNorm/gamma:out0 - resnet101_v1d/C5/bottleneck_1/conv1/BatchNorm/FusedBatchNorm:in1 skip resnet101_v1d/C5/bottleneck_1/conv1/BatchNorm/gamma/read
     
284. I short-cut resnet101_v1d/C3/bottleneck_3/conv2/BatchNorm/moving_variance:out0 - resnet101_v1d/C3/bottleneck_3/conv2/BatchNorm/FusedBatchNorm:in4 skip resnet101_v1d/C3/bottleneck_3/conv2/BatchNorm/moving_variance/read
     
285. I short-cut resnet101_v1d/C4/bottleneck_1/Relu:out0 - resnet101_v1d/C4/bottleneck_2/add:in1 skip resnet101_v1d/C4/bottleneck_2/shortcut/Identity
     
286. I short-cut resnet101_v1d/C2/bottleneck_1/conv2/BatchNorm/moving_mean:out0 - resnet101_v1d/C2/bottleneck_1/conv2/BatchNorm/FusedBatchNorm:in3 skip resnet101_v1d/C2/bottleneck_1/conv2/BatchNorm/moving_mean/read
     
287. I short-cut resnet101_v1d/C4/bottleneck_16/conv1/BatchNorm/gamma:out0 - resnet101_v1d/C4/bottleneck_16/conv1/BatchNorm/FusedBatchNorm:in1 skip resnet101_v1d/C4/bottleneck_16/conv1/BatchNorm/gamma/read
     
288. I short-cut resnet101_v1d/C3/bottleneck_2/conv2/BatchNorm/moving_variance:out0 - resnet101_v1d/C3/bottleneck_2/conv2/BatchNorm/FusedBatchNorm:in4 skip resnet101_v1d/C3/bottleneck_2/conv2/BatchNorm/moving_variance/read
     
289. I short-cut resnet101_v1d/C3/bottleneck_2/conv0/weights:out0 - resnet101_v1d/C3/bottleneck_2/conv0/Conv2D:in1 skip resnet101_v1d/C3/bottleneck_2/conv0/weights/read
     
290. I short-cut resnet101_v1d/C4/bottleneck_0/conv1/weights:out0 - resnet101_v1d/C4/bottleneck_0/conv1/Conv2D:in1 skip resnet101_v1d/C4/bottleneck_0/conv1/weights/read
     
291. I short-cut resnet101_v1d/C4/bottleneck_4/conv1/BatchNorm/gamma:out0 - resnet101_v1d/C4/bottleneck_4/conv1/BatchNorm/FusedBatchNorm:in1 skip resnet101_v1d/C4/bottleneck_4/conv1/BatchNorm/gamma/read
     
292. I short-cut resnet101_v1d/C4/bottleneck_14/conv2/BatchNorm/moving_mean:out0 - resnet101_v1d/C4/bottleneck_14/conv2/BatchNorm/FusedBatchNorm:in3 skip resnet101_v1d/C4/bottleneck_14/conv2/BatchNorm/moving_mean/read
     
293. I short-cut build_pyramid/build_P5/biases:out0 - build_pyramid/build_P5/BiasAdd:in1 skip build_pyramid/build_P5/biases/read
     
294. I short-cut build_rpn/rpn_conv/3x3/weights:out0 - build_rpn/rpn_conv/3x3_1/Conv2D:in1 skip build_rpn/rpn_conv/3x3/weights/read
     
295. I short-cut resnet101_v1d/C4/bottleneck_14/conv2/BatchNorm/moving_variance:out0 - resnet101_v1d/C4/bottleneck_14/conv2/BatchNorm/FusedBatchNorm:in4 skip resnet101_v1d/C4/bottleneck_14/conv2/BatchNorm/moving_variance/read
     
296. I short-cut resnet101_v1d/C4/bottleneck_3/conv1/BatchNorm/beta:out0 - resnet101_v1d/C4/bottleneck_3/conv1/BatchNorm/FusedBatchNorm:in2 skip resnet101_v1d/C4/bottleneck_3/conv1/BatchNorm/beta/read
     
297. I short-cut resnet101_v1d/C4/bottleneck_21/conv0/BatchNorm/moving_variance:out0 - resnet101_v1d/C4/bottleneck_21/conv0/BatchNorm/FusedBatchNorm:in4 skip resnet101_v1d/C4/bottleneck_21/conv0/BatchNorm/moving_variance/read
     
298. I short-cut resnet101_v1d/C4/bottleneck_1/conv2/BatchNorm/moving_variance:out0 - resnet101_v1d/C4/bottleneck_1/conv2/BatchNorm/FusedBatchNorm:in4 skip resnet101_v1d/C4/bottleneck_1/conv2/BatchNorm/moving_variance/read
     
299. I short-cut resnet101_v1d/C4/bottleneck_11/conv2/BatchNorm/beta:out0 - resnet101_v1d/C4/bottleneck_11/conv2/BatchNorm/FusedBatchNorm:in2 skip resnet101_v1d/C4/bottleneck_11/conv2/BatchNorm/beta/read
     
300. I Have 120 tensors convert to const tensor
     
301. 2019-07-04 02:37:27.589393: I tensorflow/core/platform/cpu_feature_guard.cc:141] Your CPU supports instructions that this TensorFlow binary was not compiled to use: AVX2 FMA
     
302. 2019-07-04 02:37:35.714447: W tensorflow/core/framework/allocator.cc:113] Allocation of 68300800 exceeds 10% of system memory.
     
303. 2019-07-04 02:37:35.801527: W tensorflow/core/framework/allocator.cc:113] Allocation of 68848128 exceeds 10% of system memory.
     
304. 2019-07-04 02:37:35.873407: W tensorflow/core/framework/allocator.cc:113] Allocation of 68403200 exceeds 10% of system memory.
     
305. 2019-07-04 02:37:35.909344: W tensorflow/core/framework/allocator.cc:113] Allocation of 68403200 exceeds 10% of system memory.
     
306. 2019-07-04 02:37:35.995071: W tensorflow/core/framework/allocator.cc:113] Allocation of 68403200 exceeds 10% of system memory.
     
307. ['postprocess_FPN/clip_boxes_to_img_boundaries/sub:out0', 'cascade_stage1_1/Fast-RCNN/rois_pooling/ROI_Warping_P5/Cast_1:out0', 'cascade_stage2_1/Fast-RCNN/rois_pooling/ROI_Warping_P2/Cast_1:out0', 'cascade_stage1/Fast-RCNN/rois_pooling/ROI_Warping_P2/zeros:out0', 'cascade_stage1_1/Fast-RCNN/rois_pooling/ROI_Warping_P2/Cast:out0', 'cascade_stage2_1/Fast-RCNN/rois_pooling/ROI_Warping_P5/Cast_1:out0', 'cascade_stage2_1/assign_levels/mul_2:out0', 'cascade_stage1/Fast-RCNN/rois_pooling/ROI_Warping_P5/zeros:out0', 'cascade_stage2/Fast-RCNN/rois_pooling/ROI_Warping_P5/zeros:out0', 'cascade_stage1/Fast-RCNN/rois_pooling/ROI_Warping_P4/Cast:out0', 'cascade_stage2_1/Fast-RCNN/rois_pooling/ROI_Warping_P4/Cast:out0', 'cascade_stage2_1/Fast-RCNN/build_fc_layers/flatten_inputs/flatten/Reshape/shape:out0', 'cascade_stage2/Fast-RCNN/rois_pooling/ROI_Warping_P4/zeros:out0', 'cascade_stage3/Fast-RCNN/rois_pooling/ROI_Warping_P3/Cast_1:out0', 'cascade_stage1/Fast-RCNN/rois_pooling/ROI_Warping_P5/Cast:out0', 'cascade_stage2/sub:out0', 'cascade_stage3/Fast-RCNN/rois_pooling/ROI_Warping_P4/zeros:out0', 'cascade_stage3/Fast-RCNN/rois_pooling/ROI_Warping_P5/Cast:out0', 'cascade_stage2_1/Fast-RCNN/rois_pooling/ROI_Warping_P4/Cast_1:out0', 'cascade_stage2/Fast-RCNN/rois_pooling/ROI_Warping_P4/Cast_1:out0', 'cascade_stage2/Reshape_1:out0', 'cascade_stage2/assign_levels/Log_1:out0', 'cascade_stage2_1/Fast-RCNN/rois_pooling/ROI_Warping_P2/zeros:out0', 'cascade_stage2_1/assign_levels/Log_1:out0', 'postprocess_fastrcnn/clip_boxes_to_img_boundaries_2/sub:out0', 'postprocess_FPN/sub_1:out0', 'cascade_stage1_1/Fast-RCNN/rois_pooling/ROI_Warping_P4/Cast:out0', 'cascade_stage1/Fast-RCNN/rois_pooling/ROI_Warping_P5/Cast_1:out0', 'sub_1:out0', 'cascade_stage1_1/Fast-RCNN/build_fc_layers/flatten_inputs/flatten/Reshape/shape:out0', 'cascade_stage2/Fast-RCNN/rois_pooling/ROI_Warping_P2/zeros:out0', 'postprocess_fastrcnn/clip_boxes_to_img_boundaries_1/sub_1:out0', 'cascade_stage1_1/assign_levels/mul_1:out0', 'cascade_stage3/Fast-RCNN/rois_pooling/ROI_Warping_P4/Cast_1:out0', 'cascade_stage1_1/Fast-RCNN/rois_pooling/ROI_Warping_P4/zeros:out0', 'postprocess_fastrcnn/clip_boxes_to_img_boundaries_1/sub:out0', 'cascade_stage1/Fast-RCNN/rois_pooling/ROI_Warping_P4/zeros:out0', 'postprocess_fastrcnn/clip_boxes_to_img_boundaries_2/sub_1:out0', 'postprocess_FPN/clip_boxes_to_img_boundaries/sub_1:out0', 'cascade_stage1/Fast-RCNN/rois_pooling/ROI_Warping_P3/Cast:out0', 'cascade_stage1_1/Fast-RCNN/rois_pooling/ROI_Warping_P4/Cast_1:out0', 'cascade_stage3/Fast-RCNN/rois_pooling/ROI_Warping_P4/Cast:out0', 'postprocess_fastrcnn/clip_boxes_to_img_boundaries_1/sub_3:out0', 'cascade_stage2_1/Fast-RCNN/rois_pooling/ROI_Warping_P5/Cast:out0', 'postprocess_fastrcnn/clip_boxes_to_img_boundaries_2/sub_3:out0', 'cascade_stage2_1/cls_prob/Shape:out0', 'cascade_stage2/Fast-RCNN/rois_pooling/ROI_Warping_P4/Cast:out0', 'postprocess_fastrcnn/clip_boxes_to_img_boundaries/sub_2:out0', 'build_pyramid/build_P4/up_sample_P4/size:out0', 'cascade_stage1/Fast-RCNN/rois_pooling/ROI_Warping_P2/Cast:out0', 'cascade_stage2/Fast-RCNN/rois_pooling/ROI_Warping_P3/Cast_1:out0', 'postprocess_fastrcnn/clip_boxes_to_img_boundaries/sub_3:out0', 'cascade_stage2_1/assign_levels/mul_1:out0', 'cascade_stage1/assign_levels/mul_1:out0', 'cascade_stage2_1/Fast-RCNN/rois_pooling/ROI_Warping_P4/zeros:out0', 'cascade_stage2_1/Fast-RCNN/rois_pooling/ROI_Warping_P2/Cast:out0', 'build_pyramid/build_P3/up_sample_P3/size:out0', 'cascade_stage1/Reshape_1:out0', 'cascade_stage3/Fast-RCNN/rois_pooling/ROI_Warping_P3/Cast:out0', 'cascade_stage2/Fast-RCNN/rois_pooling/ROI_Warping_P2/Cast_1:out0', 'postprocess_fastrcnn/clip_boxes_to_img_boundaries/sub:out0', 'postprocess_fastrcnn/clip_boxes_to_img_boundaries/sub_1:out0', 'cascade_stage1_1/assign_levels/mul_2:out0', 'cascade_stage1/Fast-RCNN/rois_pooling/ROI_Warping_P3/zeros:out0', 'cascade_stage1/Fast-RCNN/rois_pooling/ROI_Warping_P3/Cast_1:out0', 'cascade_stage1/Fast-RCNN/build_fc_layers/flatten_inputs/flatten/Reshape/shape:out0', 'cascade_stage3/Fast-RCNN/rois_pooling/ROI_Warping_P2/zeros:out0', 'ToFloat:out0', 'cascade_stage2/Fast-RCNN/rois_pooling/ROI_Warping_P3/Cast:out0', 'cascade_stage1/assign_levels/mul_2:out0', 'cascade_stage2/Fast-RCNN/rois_pooling/ROI_Warping_P2/Cast:out0', 'cascade_stage1_1/Fast-RCNN/rois_pooling/ROI_Warping_P5/zeros:out0', 'postprocess_FPN/truediv_1:out0', 'cascade_stage1_1/cls_prob/Shape:out0', 'postprocess_FPN/clip_boxes_to_img_boundaries/sub_3:out0', 'cascade_stage1_1/Fast-RCNN/rois_pooling/ROI_Warping_P2/zeros:out0', 'cascade_stage3/Fast-RCNN/rois_pooling/ROI_Warping_P2/Cast_1:out0', 'Reshape_3:out0', 'Reshape_1:out0', 'cascade_stage3/Fast-RCNN/rois_pooling/ROI_Warping_P5/Cast_1:out0', 'cascade_stage3/Fast-RCNN/rois_pooling/ROI_Warping_P3/zeros:out0', 'postprocess_FPN/truediv:out0', 'cascade_stage3/Fast-RCNN/rois_pooling/ROI_Warping_P5/zeros:out0', 'postprocess_FPN/avoid_unenough_boxes:out0', 'cascade_stage1_1/assign_levels/Log_1:out0', 'cascade_stage3/Fast-RCNN/build_fc_layers/flatten_inputs/flatten/Reshape/shape:out0', 'cascade_stage1/assign_levels/Log_1:out0', 'postprocess_fastrcnn/clip_boxes_to_img_boundaries_2/sub_2:out0', 'ToFloat_2:out0', 'postprocess_fastrcnn/clip_boxes_to_img_boundaries_1/sub_2:out0', 'cascade_stage2/Fast-RCNN/rois_pooling/ROI_Warping_P3/zeros:out0', 'cascade_stage1_1/Fast-RCNN/rois_pooling/ROI_Warping_P5/Cast:out0', 'ToFloat_1:out0', 'ToFloat_3:out0', 'cascade_stage1_1/Fast-RCNN/rois_pooling/ROI_Warping_P3/Cast_1:out0', 'cascade_stage2/Fast-RCNN/rois_pooling/ROI_Warping_P5/Cast:out0', 'postprocess_FPN/sub:out0', 'cascade_stage2_1/Fast-RCNN/rois_pooling/ROI_Warping_P5/zeros:out0', 'cascade_stage1_1/Fast-RCNN/rois_pooling/ROI_Warping_P3/zeros:out0', 'cascade_stage2_1/Fast-RCNN/rois_pooling/ROI_Warping_P3/Cast:out0', 'cascade_stage2/Fast-RCNN/rois_pooling/ROI_Warping_P5/Cast_1:out0', 'cascade_stage2/Fast-RCNN/build_fc_layers/flatten_inputs/flatten/Reshape/shape:out0', 'cascade_stage2_1/Fast-RCNN/rois_pooling/ROI_Warping_P3/zeros:out0', 'cascade_stage1/sub:out0', 'cascade_stage3/cls_prob/Shape:out0', 'cascade_stage1_1/Fast-RCNN/rois_pooling/ROI_Warping_P3/Cast:out0', 'cascade_stage1_1/Fast-RCNN/rois_pooling/ROI_Warping_P2/Cast_1:out0', 'cascade_stage3/assign_levels/mul_1:out0', 'ResizeBilinear/size:out0', 'cascade_stage2_1/Fast-RCNN/rois_pooling/ROI_Warping_P3/Cast_1:out0', 'cascade_stage2/assign_levels/mul_2:out0', 'cascade_stage1/Fast-RCNN/rois_pooling/ROI_Warping_P2/Cast_1:out0', 'cascade_stage3/Fast-RCNN/rois_pooling/ROI_Warping_P2/Cast:out0', 'cascade_stage2/assign_levels/mul_1:out0', 'cascade_stage1/Fast-RCNN/rois_pooling/ROI_Warping_P4/Cast_1:out0', 'cascade_stage3/assign_levels/Log_1:out0', 'build_pyramid/build_P2/up_sample_P2/size:out0', 'cascade_stage3/assign_levels/mul_2:out0', 'postprocess_FPN/clip_boxes_to_img_boundaries/sub_2:out0', 'build_rpn/fpn_cls_prob/Shape:out0']
     
308. I build output layer attach_DetResults:out0
     
309. I build input layer input_img:out0
     
310. D Try match ConcatV2 DetResults
     
311. I Match concat_3 [['DetResults/axis', 'DetResults']] [['ConcatV2', 'C']] to [['concat']]
     
312. D Try match Reshape Reshape_4
     
313. I Match reshape [['Reshape_4/shape', 'Reshape_4']] [['Reshape', 'C']] to [['reshape']]
     
314. D Try match Transpose transpose_2
     
315. W Not match node transpose_2 Transpose
     
316. E Catch exception when loading tensorflow model: ./Cascade_FPN_Res101_v1d_Helmet_Frozen.pb!
     
317. T Traceback (most recent call last):
     
318. T   File "rknn/api/rknn_base.py", line 185, in rknn.api.rknn_base.RKNNBase.load_tensorflow
     
319. T   File "rknn/base/RKNNlib/converter/convert_tf.py", line 589, in rknn.base.RKNNlib.converter.convert_tf.convert_tf.match_paragraph_and_param
     
320. T   File "rknn/base/RKNNlib/converter/convert_tf.py", line 488, in rknn.base.RKNNlib.converter.convert_tf.convert_tf._tf_push_ready_node
     
321. T TypeError: 'NoneType' object is not iterable
     
322. E Catch exception when building RKNN model!
     
323. T Traceback (most recent call last):
     
324. T   File "rknn/api/rknn_base.py", line 498, in rknn.api.rknn_base.RKNNBase.build
     
325. T   File "rknn/api/rknn_base.py", line 1056, in rknn.api.rknn_base.RKNNBase._quantize
     
326. T   File "rknn/base/RKNNlib/console/utils.py", line 7, in rknn.base.RKNNlib.console.utils.get_model_data_file
     
327. T   File "/usr/lib/python3.5/posixpath.py", line 122, in splitext
     
328. T     return genericpath._splitext(p, sep, None, extsep)
     
329. T   File "/usr/lib/python3.5/genericpath.py", line 118, in _splitext
     
330. T     sepIndex = p.rfind(sep)
     
331. T AttributeError: 'NoneType' object has no attribute 'rfind'
     
332. E RKNN model data is None, please load model first!
     
333. E Model is not loaded yet, this interface should be called after build or load_rknn!

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Line 302 内存不够。