allocV2

Allocate memory using the ArrayFire memory manager. More...

Functions
AFAPI af_err	af_alloc_device (void **ptr, const dim_t bytes)
	Allocates memory using ArrayFire's memory manager. More...
AFAPI af_err	af_alloc_device_v2 (void **ptr, const dim_t bytes)
	Allocates memory using ArrayFire's memory manager. More...
AFAPI void *	alloc (const size_t elements, const dtype type)
	Allocates memory using ArrayFire's memory manager. More...
AFAPI void *	allocV2 (const size_t bytes)
	Allocates memory using ArrayFire's memory manager. More...
template<typename T >
T *	alloc (const size_t elements)
	Allocates memory using ArrayFire's memory manager. More...

Detailed Description

Allocate memory using the ArrayFire memory manager.

This function will allocate memory on the device and return a pointer to it. The memory is allocated using ArrayFire's memory manager which will defer releasing memory to the driver and reuse the same memory for later operations.

This function will return different objects based on the type used. The interface returns a void pointer that needs to be cast to the backend appropriate memory type.

function	CPU	CUDA	OpenCL
af_alloc_device_v2	T*	T*	cl_mem
af::allocV2	T*	T*	cl_mem
af_alloc_device (deprecated)	T*	T*	cl::Buffer*
af::alloc (deprecated)	T*	T*	cl::Buffer*

CPU Backend

 
        // Allocate one float and cast to float*
        void *ptr   = af::allocV2(sizeof(float));
        float *dptr = static_cast<float *>(ptr);
 
        // This is the CPU backend so we can assign to the pointer
        dptr[0] = 5.0f;
        freeV2(ptr);
 

CUDA Backend

 
    void *ptr = allocV2(sizeof(float));
 
    float *dptr     = static_cast<float *>(ptr);
    float host_data = 5.0f;
 
    cudaError_t error = cudaSuccess;
    error = cudaMemcpy(dptr, &host_data, sizeof(float), cudaMemcpyHostToDevice);
    freeV2(ptr);
 

OpenCL Backend

    cl_command_queue queue;
    afcl_get_queue(&queue, true);
    cl_context context;
    afcl_get_context(&context, true);
 
    void *alloc_ptr = allocV2(sizeof(float));
    cl_mem mem = static_cast<cl_mem>(alloc_ptr);
 
    // Map memory from the device to the System memory
    cl_int map_err_code;
    void *mapped_ptr = clEnqueueMapBuffer(
        queue, // command queueu
        mem, // buffer
        CL_TRUE, // is blocking
        CL_MAP_READ | CL_MAP_WRITE, // map type
        0, // offset
        sizeof(float), // size
        0, // num_events_in_wait_list
        nullptr, // event_wait_list
        nullptr, // event
        &map_err_code); // error code
 
    float *float_ptr = static_cast<float *>(mapped_ptr);
    float_ptr[0]     = 5.0f;
 
    // Unmap buffer after we are done using it
    cl_int unmap_err_code =
        clEnqueueUnmapMemObject(queue,      // command queue
                                mem,        // buffer
                                mapped_ptr, // mapped pointer
                                0,          // num_events_in_wait_list
                                nullptr,    // event_wait_list
                                nullptr);   // event
    freeV2(alloc_ptr);

---

Function Documentation

af_alloc_device()

AFAPI af_err af_alloc_device	(	void **	ptr,
		const dim_t	bytes
	)

Allocates memory using ArrayFire's memory manager.

This device memory returned by this function can only be freed using af_free_device

Parameters

[out]	ptr	Pointer to the device memory on the current device. This is a CUDA device pointer for the CUDA backend. A cl::Buffer pointer on the OpenCL backend and a C pointer for the CPU backend
[in]	bytes	The number of bites to allocate on the device

Returns

AF_SUCCESS if a pointer could be allocated. AF_ERR_NO_MEM if there is no memory

Deprecated:

Use af_alloc_device_v2 instead. af_alloc_device_v2 returns a cl_mem object instead of the cl::Buffer object for the OpenCL backend. Otherwise the functionallity is identical

af_alloc_device_v2()

AFAPI af_err af_alloc_device_v2	(	void **	ptr,
		const dim_t	bytes
	)

Allocates memory using ArrayFire's memory manager.

This device memory returned by this function can only be freed using af_free_device_v2.

Parameters

[out]	ptr	Pointer to the device memory on the current device. This is a CUDA device pointer for the CUDA backend. A cl::Buffer pointer on the OpenCL backend and a C pointer for the CPU backend
[in]	bytes	The number of bites to allocate on the device

Returns

AF_SUCCESS if a pointer could be allocated. AF_ERR_NO_MEM if there is no memory

alloc() [1/2]

T * alloc

(

const size_t

elements

)

Allocates memory using ArrayFire's memory manager.

Parameters

[in]

elements

the number of elements to allocate

Returns

Pointer to the device memory on the current device. This is a CUDA device pointer for the CUDA backend. A cl::Buffer pointer from the cl2.hpp header on the OpenCL backend and a C pointer for the CPU backend

Note

the size of the memory allocated is the number of elements * sizeof(type)

The device memory returned by this function is only freed if af::free() is called explicitly

Deprecated:

Use allocV2 instead. allocV2 accepts number of bytes instead of number of elements and returns a cl_mem object instead of the cl::Buffer object for the OpenCL backend. Otherwise the functionallity is identical to af::alloc.

alloc() [2/2]

AFAPI void * alloc	(	const size_t	elements,
		const dtype	type
	)

Allocates memory using ArrayFire's memory manager.

Parameters

[in]	elements	the number of elements to allocate
[in]	type	is the type of the elements to allocate

Returns

Pointer to the device memory on the current device. This is a CUDA device pointer for the CUDA backend. A cl::Buffer pointer from the cl2.hpp header on the OpenCL backend and a C pointer for the CPU backend

Note

The device memory returned by this function is only freed if af::free() is called explicitly

Deprecated:

Use allocV2 instead. allocV2 accepts number of bytes instead of number of elements and returns a cl_mem object instead of the cl::Buffer object for the OpenCL backend. Otherwise the functionallity is identical to af::alloc.

allocV2()

AFAPI void * allocV2

(

const size_t

bytes

)

Allocates memory using ArrayFire's memory manager.

Parameters

[in]

bytes

the number of bytes to allocate

Returns

Pointer to the device memory on the current device. This is a CUDA device pointer for the CUDA backend. A cl_mem pointer on the OpenCL backend and a C pointer for the CPU backend

Note

The device memory returned by this function is only freed if af::freeV2() is called explicitly