Returns the gradient of QuantizeAndDequantizeV4.
tf.raw_ops.QuantizeAndDequantizeV4Grad(
gradients, input, input_min, input_max, axis=-1, name=None
)
Returns a gradient of 1 for inputs that are within the quantization range, or 0 otherwise.
Args | |
|---|---|
gradients
|
A Tensor. Must be one of the following types: bfloat16, half, float32, float64.
|
input
|
A Tensor. Must have the same type as gradients.
|
input_min
|
A Tensor. Must have the same type as gradients.
|
input_max
|
A Tensor. Must have the same type as gradients.
|
axis
|
An optional int. Defaults to -1.
|
name
|
A name for the operation (optional). |
Returns | |
|---|---|
A tuple of Tensor objects (input_backprop, input_min_backprop, input_max_backprop).
|
|
input_backprop
|
A Tensor. Has the same type as gradients.
|
input_min_backprop
|
A Tensor. Has the same type as gradients.
|
input_max_backprop
|
A Tensor. Has the same type as gradients.
|