A Tensor of type int32.
An integer vector representing the shape of input,
where input is a 4-D [batch, height, width, channels] tensor.
filter
A Tensor. Must be one of the following types: half, bfloat16, float32, float64, int32.
4-D with shape
[filter_height, filter_width, in_channels, out_channels].
out_backprop
A Tensor. Must have the same type as filter.
4-D with shape [batch, out_height, out_width, out_channels].
Gradients w.r.t. the output of the convolution.
strides
A list of ints.
The stride of the sliding window for each dimension of the input
of the convolution. Must be in the same order as the dimension specified with
format.
padding
A string from: "SAME", "VALID", "EXPLICIT".
The type of padding algorithm to use.
use_cudnn_on_gpu
An optional bool. Defaults to True.
explicit_paddings
An optional list of ints. Defaults to [].
If padding is "EXPLICIT", the list of explicit padding amounts. For the ith
dimension, the amount of padding inserted before and after the dimension is
explicit_paddings[2 * i] and explicit_paddings[2 * i + 1], respectively. If
padding is not "EXPLICIT", explicit_paddings must be empty.
data_format
An optional string from: "NHWC", "NCHW". Defaults to "NHWC".
Specify the data format of the input and output data. With the
default format "NHWC", the data is stored in the order of:
[batch, in_height, in_width, in_channels].
Alternatively, the format could be "NCHW", the data storage order of:
[batch, in_channels, in_height, in_width].
dilations
An optional list of ints. Defaults to [1, 1, 1, 1].
1-D tensor of length 4. The dilation factor for each dimension of
input. If set to k > 1, there will be k-1 skipped cells between each filter
element on that dimension. The dimension order is determined by the value of
data_format, see above for details. Dilations in the batch and depth
dimensions must be 1.
[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Missing the information I need","missingTheInformationINeed","thumb-down"],["Too complicated / too many steps","tooComplicatedTooManySteps","thumb-down"],["Out of date","outOfDate","thumb-down"],["Samples / code issue","samplesCodeIssue","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2024-01-23 UTC."],[],[]]