import torch


avg_pool1 = torch.nn.AdaptiveAvgPool2d((1, None))
reveal_type(avg_pool1)  # E: {AdaptiveAvgPool2d}
avg_pool2 = torch.nn.AdaptiveAvgPool2d((None, 1))
reveal_type(avg_pool2)  # E: {AdaptiveAvgPool2d}
max_pool1 = torch.nn.AdaptiveMaxPool2d((1, None))
reveal_type(max_pool1)  # E: {AdaptiveMaxPool2d}
max_pool2 = torch.nn.AdaptiveMaxPool2d((None, 1))
reveal_type(max_pool2)  # E: {AdaptiveMaxPool2d}