TensorFlow: control dependencies support

[haifenghan]

There is a difference between netron and tensorboard:

TensorBoard:

Netron:

The .pbtxt code is:

node {
  name: "Const"
  op: "Const"
  attr {
    key: "dtype"
    value {
      type: DT_INT32
    }
  }
  attr {
    key: "value"
    value {
      tensor {
        dtype: DT_INT32
        tensor_shape {
        }
        int_val: 2
      }
    }
  }
}
node {
  name: "Const_1"
  op: "Const"
  attr {
    key: "dtype"
    value {
      type: DT_INT32
    }
  }
  attr {
    key: "value"
    value {
      tensor {
        dtype: DT_INT32
        tensor_shape {
        }
        int_val: 5
      }
    }
  }
}
node {
  name: "Less"
  op: "Less"
  input: "Const"
  input: "Const_1"
  attr {
    key: "T"
    value {
      type: DT_INT32
    }
  }
}
node {
  name: "cond/Switch"
  op: "Switch"
  input: "Less"
  input: "Less"
  attr {
    key: "T"
    value {
      type: DT_BOOL
    }
  }
}
node {
  name: "cond/switch_t"
  op: "Identity"
  input: "cond/Switch:1"
  attr {
    key: "T"
    value {
      type: DT_BOOL
    }
  }
}
node {
  name: "cond/switch_f"
  op: "Identity"
  input: "cond/Switch"
  attr {
    key: "T"
    value {
      type: DT_BOOL
    }
  }
}
node {
  name: "cond/pred_id"
  op: "Identity"
  input: "Less"
  attr {
    key: "T"
    value {
      type: DT_BOOL
    }
  }
}
node {
  name: "cond/Mul/y"
  op: "Const"
  input: "^cond/switch_t"
  attr {
    key: "dtype"
    value {
      type: DT_INT32
    }
  }
  attr {
    key: "value"
    value {
      tensor {
        dtype: DT_INT32
        tensor_shape {
        }
        int_val: 17
      }
    }
  }
}
node {
  name: "cond/Mul"
  op: "Mul"
  input: "cond/Mul/Switch:1"
  input: "cond/Mul/y"
  attr {
    key: "T"
    value {
      type: DT_INT32
    }
  }
}
node {
  name: "cond/Mul/Switch"
  op: "Switch"
  input: "Const"
  input: "cond/pred_id"
  attr {
    key: "T"
    value {
      type: DT_INT32
    }
  }
  attr {
    key: "_class"
    value {
      list {
        s: "loc:@Const"
      }
    }
  }
}
node {
  name: "cond/Add/y"
  op: "Const"
  input: "^cond/switch_f"
  attr {
    key: "dtype"
    value {
      type: DT_INT32
    }
  }
  attr {
    key: "value"
    value {
      tensor {
        dtype: DT_INT32
        tensor_shape {
        }
        int_val: 23
      }
    }
  }
}
node {
  name: "cond/Add"
  op: "Add"
  input: "cond/Add/Switch"
  input: "cond/Add/y"
  attr {
    key: "T"
    value {
      type: DT_INT32
    }
  }
}
node {
  name: "cond/Add/Switch"
  op: "Switch"
  input: "Const_1"
  input: "cond/pred_id"
  attr {
    key: "T"
    value {
      type: DT_INT32
    }
  }
  attr {
    key: "_class"
    value {
      list {
        s: "loc:@Const_1"
      }
    }
  }
}
node {
  name: "cond/Merge"
  op: "Merge"
  input: "cond/Add"
  input: "cond/Mul"
  attr {
    key: "N"
    value {
      i: 2
    }
  }
  attr {
    key: "T"
    value {
      type: DT_INT32
    }
  }
}
node {
  name: "Add/y"
  op: "Const"
  attr {
    key: "dtype"
    value {
      type: DT_INT32
    }
  }
  attr {
    key: "value"
    value {
      tensor {
        dtype: DT_INT32
        tensor_shape {
        }
        int_val: 3
      }
    }
  }
}
node {
  name: "Add"
  op: "Add"
  input: "cond/Merge"
  input: "Add/y"
  attr {
    key: "T"
    value {
      type: DT_INT32
    }
  }
}
versions {
  producer: 27
}

[lutzroeder]

0224.pbtxt.zip