我正在尝试编译一个函数,该函数使用numba对图像补丁进行一些计算。这是代码的一部分:
@jit(nopython=True,parallel=True)
def value_at_patch(img,coords,imgsize,patch_radius):
x_center = coords[0]; y_center = coords[1];
r = patch_radius
s = 2*r+1
xvec = np.arange(x_center-r,x_center+r+1)
xvec[xvec <= 0] = 0 #prevent negative index
xvec = xvec.astype(int)
yvec = np.arange(y_center-r,y_center+r+1)
yvec[yvec <= 0] = 0
yvec = yvec.astype(int)
A = np.zeros((s,s))
#do some parallel computation on A
p = np.any(A)
return p
我可以编译该函数,但是当我运行它时,出现以下错误消息:
Failed in nopython mode pipeline (step: nopython frontend)
Invalid use of BoundFunction(array.astype for array(float64,1d,C)) with parameters (Function(<class 'int'>))
* parameterized
[1] During: resolving callee type: BoundFunction(array.astype for array(float64,C))
[2] During: typing of call at <ipython-input-17-90e27ac302a8> (42)
File "<ipython-input-17-90e27ac302a8>",line 42:
def value_at_patch(img,patch_radius):
<source elided>
xvec[xvec <= 0] = 0 #prevent negative index
xvec = xvec.astype(int)
^
我检查了numba文档,只有一个参数支持np.astype。您知道什么可能导致问题吗?