def get_output_for(self, input, **kwargs):
pooled = downsample.max_pool_2d(input,
ds=self.pool_size,
st=self.stride,
ignore_border=self.ignore_border,
padding=self.pad,
mode=self.mode,
)
return pooled
def get_output_for(self, input, **kwargs):
input_4d = T.shape_padright(input, 1)
pooled = downsample.max_pool_2d(input_4d,
ds=(self.pool_size[0], 1),
st=(self.stride[0], 1),
ignore_border=self.ignore_border,
padding=(self.pad[0], 0),
mode=self.mode,
)
return pooled[:, :, :, 0]
