tf.nn.xw_plus_b真方便好用

望文生义就知道了这个函数什么用,x*w+b,就是这么回事。

>>> help(tf.nn.xw_plus_b)
Help on function xw_plus_b in module tensorflow.python.ops.nn_ops:

xw_plus_b(x, weights, biases, name=None)
    Computes matmul(x, weights) + biases.
    
    Args:
      x: a 2D tensor.  Dimensions typically: batch, in_units
      weights: a 2D tensor.  Dimensions typically: in_units, out_units
      biases: a 1D tensor.  Dimensions: out_units
      name: A name for the operation (optional).  If not specified
        "xw_plus_b" is used.
    
    Returns:
      A 2-D Tensor computing matmul(x, weights) + biases.
      Dimensions typically: batch, out_units.

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转载自blog.csdn.net/SPESEG/article/details/106396727