tf.raw_ops.ClipByValue

Clips tensor values to a specified min and max.

tf.raw_ops.ClipByValue(
    t, clip_value_min, clip_value_max, name=None
)

Given a tensor t, this operation returns a tensor of the same type and shape as t with its values clipped to clip_value_min and clip_value_max. Any values less than clip_value_min are set to clip_value_min. Any values greater than clip_value_max are set to clip_value_max.

Args:

  • t: A Tensor. Must be one of the following types: float32, float64, int32, uint8, int16, int8, complex64, int64, qint8, quint8, qint32, bfloat16, uint16, complex128, half, uint32, uint64. A Tensor.
  • clip_value_min: A Tensor. Must have the same type as t. A 0-D (scalar) Tensor, or a Tensor with the same shape as t. The minimum value to clip by.
  • clip_value_max: A Tensor. Must have the same type as t. A 0-D (scalar) Tensor, or a Tensor with the same shape as t. The maximum value to clip by.
  • name: A name for the operation (optional).

Returns:

A Tensor. Has the same type as t.