tf.raw_ops.ClipByValue

Clips tensor values to a specified min and max.

Compat aliases for migration

See Migration guide for more details.

tf.compat.v1.raw_ops.ClipByValue

 
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.

t A Tensor. Must be one of the following types: float32, float64, int32, uint8, int16, int8, complex64, int64, qint8, quint8, qint32, bfloat16, qint16, quint16, 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).

A Tensor. Has the same type as t.