未验证 提交 ba7657f4 编写于 作者: J Jason 提交者: GitHub

Update tf.nn.conv2d_transpose.md

上级 aceba8e1
......@@ -41,7 +41,7 @@ TensorFlow: 默认输入数据格式为`NHWC`,表示`(batch,height, width, i
| 输入 | 卷积核 | 输出 |
|--------------------|-------------------|------------------|
|NHWC | (kernel_h, kernel_w, filters_num, in_channels)| (batch, out_h, out_w, filters_num)|
|NDHW | (kernel_h, kernel_w, filters_num, in_channels) | (batch, filters_num, out_h, out_w)|
|NCHW | (kernel_h, kernel_w, filters_num, in_channels) | (batch, filters_num, out_h, out_w)|
PaddlePaddle:只支持输入数据格式为`NCHW`,且**卷积核格式**与TensorFlow不同,其中输入、输出、卷积核对应关系如下表所示,
......@@ -92,4 +92,4 @@ inputs = fluid.layers.data(dtype='float32', shape=[3, 20, 20], name='inputs)
outputs = fluid.layers.conv2d_transpose(pad_inputs, 3, filter_size=[5, 5],
padding=[1, 1], stride=[2, 2], bias_attr=False)
# 裁剪后结果即为与TensorFlow一致
outputs = fluid.layers.crop(outputs, shape=[-1, 3, 40, 40])
\ No newline at end of file
outputs = fluid.layers.crop(outputs, shape=[-1, 3, 40, 40])
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