gistfile1.txt

#!/usr/bin/env python3.5

from common.base import Base
import tensorflow as tf


class ClassName(Base):
    """
    Add description about class
    """
""" Declare input, output, parameter names
    class Input:
        X = "x"

    class Output:
        RESULT = "result"

    class Params:
        NAME = "name"
"""
    def __init__(self, tf_session, name):
        Base.__init__(self, tf_session=tf_session, name=name)
"""     Create all inputs, outputs, parameters
        Example:
        self.add_input(self.Input.X, desc="A Tensor or SparseTensor of type float32, float64, int32, int64, complex64 or complex128", important=True)
        self.add_output(self.Output.RESULT, desc="A Tensor or SparseTensor the same size and type as x with absolute values.")
        self.add_param(self.Params.NAME, desc="abs", value=name, important=False)
"""

    def init(self):
"""     Init tensorflow objects and return it as a dictionary
        Example:
        res = tf.abs(x=self.get_input(self.Input.X), 
	            name=self.get_param(self.Params.NAME)
	             )
        self.set_output(self.Output.RESULT, res)
        return {self.Output.RESULT: res}
"""
        pass

    def run(self):
""" This section is not used at the moment and will never be launched
"""
        pass

    def stop(self):
""" This section is not used at the moment and will never be launched
"""
        pass
    
    def create_summary(self):
        """Attach a lot of summaries to a Tensors (for TensorBoard visualization)."""
        pass