具有多个 returns 并调用 ray.get() 的 Ray python 示例

Question

下面的代码完成了所需的行为。是否可以从前两个函数传递第二个参数而不必过早调用 ray.get？

@ray.remote
def color():
    image=cv2.imread("frame30.png", flags=0)
    argument= "Hello"
    return image,argument

@ray.remote
def black():
    image=cv2.imread("frame30.png", flags=0)
    argument= "world"
    return image,argument

@ray.remote
def concate_two_args(a,b):
    return a + " " + b

col= color.remote()
blk= black.remote()

#Do I have to "ray.get" in order to pass the results to concate_two_args?
temp1= ray.get(col)[1]
temp2= ray.get(blk)[1]

results= concate_two_args.remote(temp1,temp2)

ray.get(results)

直接这样做

col, string= color.remote()

ray.get(string)

returns

TypeError: cannot unpack non-iterable ray._raylet.ObjectRef object

Answer 1

您可以尝试将 num_returns 添加到 @ray.remote 吗？例如，

@ray.remote(num_returns=2)
def color():
    image=cv2.imread("frame30.png", flags=0)
    argument= "Hello"
    return image,argument

@ray.remote(num_returns=2)
def black():
    image=cv2.imread("frame30.png", flags=0)
    argument= "world"
    return image,argument

具有多个 returns 并调用 ray.get() 的 Ray python 示例

Ray python example with multiple returns and calling ray.get()

python

ray