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, 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).
|
Returns |
|---|
A Tensor. Has the same type as t.
|
