unfold
should work:
out = t.unfold(dimension=3, size=5, step=2)
print(out)
# tensor([[[[[ 1, 2, 3, 4, 5],
# [ 3, 4, 5, 6, 7],
# [ 5, 6, 7, 8, 9],
# [ 7, 8, 9, 10, 11]],
# [[99, 98, 97, 96, 95],
# [97, 96, 95, 94, 93],
# [95, 94, 93, 92, 91],
# [93, 92, 91, 90, 98]]]]])