[:, :, max(0, -i):h - max(0, i), max(0, -j):w - max(0, j)]
时间: 2024-05-25 19:19:04 浏览: 49
This is an indexing operation on a 4-dimensional tensor, where:
- The first dimension is not specified, so it is assumed to be all elements along that dimension.
- The second dimension is also not specified, so it is assumed to be all elements along that dimension.
- The third dimension is sliced from index `max(0, -i)` to index `h - max(0, i)`. This means that if `i` is negative, the slice starts from the beginning of the axis (index 0), otherwise it starts from index `i`. If `i` is greater than or equal to 0, the slice ends at index `h - i`, otherwise it ends at index `h + i`.
- The fourth dimension is sliced from index `max(0, -j)` to index `w - max(0, j)`. This means that if `j` is negative, the slice starts from the beginning of the axis (index 0), otherwise it starts from index `j`. If `j` is greater than or equal to 0, the slice ends at index `w - j`, otherwise it ends at index `w + j`.
Overall, this indexing operation extracts a sub-tensor from the original tensor that is centered around the middle of the third and fourth dimensions, and has a size that depends on the values of `i` and `j`. If `i` and `j` are both 0, the sub-tensor is identical to the original tensor. If `i` and `j` are both positive, the sub-tensor is smaller than the original tensor. If `i` and `j` are both negative, the sub-tensor is larger than the original tensor.
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