RMM  23.12
RAPIDS Memory Manager
Modules | Functions
Memory Resources
Collaboration diagram for Memory Resources:

Modules

 Device Memory Resources
 
 Host Memory Resources
 
 Device Resource Adaptors
 

Functions

device_memory_resourcermm::mr::get_per_device_resource (cuda_device_id device_id)
 Get the resource for the specified device. More...
 
device_memory_resourcermm::mr::set_per_device_resource (cuda_device_id device_id, device_memory_resource *new_mr)
 Set the device_memory_resource for the specified device. More...
 
device_memory_resourcermm::mr::get_current_device_resource ()
 Get the memory resource for the current device. More...
 
device_memory_resourcermm::mr::set_current_device_resource (device_memory_resource *new_mr)
 Set the memory resource for the current device. More...
 

Detailed Description

Function Documentation

◆ get_current_device_resource()

device_memory_resource* rmm::mr::get_current_device_resource ( )
inline

Get the memory resource for the current device.

Returns a pointer to the resource set for the current device. The initial resource is a cuda_memory_resource.

The "current device" is the device returned by cudaGetDevice.

This function is thread-safe with respect to concurrent calls to set_per_device_resource, get_per_device_resource, get_current_device_resource, and set_current_device_resource. Concurrent calls to any of these functions will result in a valid state, but the order of execution is undefined.

Note
The returned device_memory_resource should only be used with the current CUDA device. Changing the current device (e.g. using cudaSetDevice()) and then using the returned resource can result in undefined behavior. The behavior of a device_memory_resource is undefined if used while the active CUDA device is a different device from the one that was active when the device_memory_resource was created.
Returns
Pointer to the resource for the current device

◆ get_per_device_resource()

device_memory_resource* rmm::mr::get_per_device_resource ( cuda_device_id  device_id)
inline

Get the resource for the specified device.

Returns a pointer to the device_memory_resource for the specified device. The initial resource is a cuda_memory_resource.

id.value() must be in the range [0, cudaGetDeviceCount()), otherwise behavior is undefined.

This function is thread-safe with respect to concurrent calls to set_per_device_resource, get_per_device_resource, get_current_device_resource, and set_current_device_resource. Concurrent calls to any of these functions will result in a valid state, but the order of execution is undefined.

Note
The returned device_memory_resource should only be used when CUDA device id is the current device (e.g. set using cudaSetDevice()). The behavior of a device_memory_resource is undefined if used while the active CUDA device is a different device from the one that was active when the device_memory_resource was created.
Parameters
device_idThe id of the target device
Returns
Pointer to the current device_memory_resource for device id

◆ set_current_device_resource()

device_memory_resource* rmm::mr::set_current_device_resource ( device_memory_resource new_mr)
inline

Set the memory resource for the current device.

If new_mr is not nullptr, sets the resource pointer for the current device to new_mr. Otherwise, resets the resource to the initial cuda_memory_resource.

The "current device" is the device returned by cudaGetDevice.

The object pointed to by new_mr must outlive the last use of the resource, otherwise behavior is undefined. It is the caller's responsibility to maintain the lifetime of the resource object.

This function is thread-safe with respect to concurrent calls to set_per_device_resource, get_per_device_resource, get_current_device_resource, and set_current_device_resource. Concurrent calls to any of these functions will result in a valid state, but the order of execution is undefined.

Note
The resource passed in new_mr must have been created for the current CUDA device. The behavior of a device_memory_resource is undefined if used while the active CUDA device is a different device from the one that was active when the device_memory_resource was created.
Parameters
new_mrIf not nullptr, pointer to new resource to use for the current device
Returns
Pointer to the previous resource for the current device

◆ set_per_device_resource()

device_memory_resource* rmm::mr::set_per_device_resource ( cuda_device_id  device_id,
device_memory_resource new_mr 
)
inline

Set the device_memory_resource for the specified device.

If new_mr is not nullptr, sets the memory resource pointer for the device specified by id to new_mr. Otherwise, resets ids resource to the initial cuda_memory_resource.

id.value() must be in the range [0, cudaGetDeviceCount()), otherwise behavior is undefined.

The object pointed to by new_mr must outlive the last use of the resource, otherwise behavior is undefined. It is the caller's responsibility to maintain the lifetime of the resource object.

This function is thread-safe with respect to concurrent calls to set_per_device_resource, get_per_device_resource, get_current_device_resource, and set_current_device_resource. Concurrent calls to any of these functions will result in a valid state, but the order of execution is undefined.

Note
The resource passed in new_mr must have been created when device id was the current CUDA device (e.g. set using cudaSetDevice()). The behavior of a device_memory_resource is undefined if used while the active CUDA device is a different device from the one that was active when the device_memory_resource was created.
Parameters
device_idThe id of the target device
new_mrIf not nullptr, pointer to new device_memory_resource to use as new resource for id
Returns
Pointer to the previous memory resource for id