GlobalAvgPool1D

class GlobalAvgPool1D(layout='NCW', **kwargs)

Global average pooling operation for temporal data.

Parameters:

layout : str, default ‘NCW’

Dimension ordering of data and out (‘NCW’ or ‘NWC’). ‘N’, ‘C’, ‘W’ stands for batch, channel, and width (time) dimensions respectively. padding is applied on ‘W’ dimension.

Inputs:

• data: 3D input tensor with shape (batch_size, in_channels, width) when layout is NCW. For other layouts shape is permuted accordingly.

Outputs:

• out: 3D output tensor with shape (batch_size, channels, 1).