fix bug, 1 fix cuda oom, 2 fix choose a window size 400 that is [2, 0] (#2075)

Nixon

2024-09-14 1af68ba6ffc21d4dc3bd5f01cda656def97e361c

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p m    p.m.
pm    p.m.
p.m.
p.m    p.m.
am    a.m.
a.m.
a.m    a.m.
a m    a.m.