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fractional_max_pool2d_with_indices

torch.nn.functional.fractional_max_pool2d_with_indices

function fractional_max_pool2d_with_indices(input: Tensor, kernel_size: number | [number, number], options?: FractionalMaxPoolFunctionalOptions): PoolWithIndicesResult

Apply 2D fractional max pooling and return both output and indices. Convenience function that always returns indices.

Parameters

inputTensor: Input tensor of shape (N, C, H, W)
kernel_sizenumber | [number, number]: Size of the pooling region
optionsFractionalMaxPoolFunctionalOptionsoptional

Returns

PoolWithIndicesResult– Tuple of [output tensor, indices tensor]

See Also

PyTorch torch.nn.functional.fractional_max_pool2d_with_indices

fractional_max_pool2d

fractional_max_pool3d