In C and C++, void*
is a generic pointer type that can be used to hold the address of any data type. It is often used in situations where the type of the data being pointed to is not known at compile time. The void**
type is a pointer to a void*
, and it's commonly used when dealing with pointer-to-pointer scenarios.
Let's break down void**
:
-
void*
: This is a pointer that can hold the address of any data type. It lacks type information, making it a generic pointer. For example, you can assign the address of an integer, a float, or any other type to avoid*
pointer. -
void**
: This is not a valid type in C or C++.void**
is a pointer to avoid*
. It means that the value stored in avoid**
is expected to be the address of avoid*
.
Now, let's consider your specific example:
cudaMalloc((void**)&d, sizeof(int));
-
&d
: This takes the address of the pointer variabled
. -
(void**)&d
: It typecasts the address ofd
to(void**)
, which is the type expected bycudaMalloc
. This is necessary becausecudaMalloc
expects avoid**
as its first argument to store the allocated memory's address.
So, the void**
in this context is used to allow cudaMalloc
to modify the value of the pointer d
. After the call to cudaMalloc
, the memory address where the allocated space resides is stored in the variable d
. This allocated memory can then be used for GPU computations or data transfers.