GPUModel Class Reference

Inheritance diagram for GPUModel:

Collaboration diagram for GPUModel:

Public Member Functions
virtual void	setupSim () override
	Set up model state, if anym for a specific simulation run.
virtual void	finish () override
	Performs any finalization tasks on network following a simulation.
virtual void	advance () override
	Advances network state one simulation step.
virtual void	updateConnections () override
	Update the connection of all the vertices and edges of the simulation.
virtual void	copyCPUtoGPU () override
	Allocate and Copy CPU Synapse data to GPU.
virtual void	copyGPUtoCPU () override
	Prints debug information about the current state of the network.
void	printGPUEdgesPropsModel () const
	Print out EdgeProps on the GPU.
AllEdgesDeviceProperties *&	getAllEdgesDevice ()
	Getter for edge (synapse) structures in device memory.
AllVerticesDeviceProperties *&	getAllVerticesDevice ()
	Getter for vertex (neuron) structures in device memory.
Public Member Functions inherited from Model
	Model ()
	Constructor.
virtual	~Model ()=default
	Destructor.
Connections &	getConnections () const
	Returns reference to Connections.
Layout &	getLayout () const
	Returns reference to Layout.
Recorder &	getRecorder () const
	Returns reference to Recorder.
virtual void	saveResults ()
	Save simulation results to an output destination.
template<class Archive >
void	serialize (Archive &archive, std::uint32_t const version)
	Cereal serialization method.

Protected Member Functions
void	allocDeviceStruct ()
	Allocates and initializes memories on CUDA device.
virtual void	deleteDeviceStruct ()
	Deallocates device memories.
int	roundUpNumberOfNoiseElements (int input)
Protected Member Functions inherited from Model
void	createAllVertices ()
	Creates all the vertices and generates data for them.

Protected Attributes
float *	randNoise_d
	Pointer to device random noise array.
AllEdgesDeviceProperties *	allEdgesDevice_
	edge structures in device memory.
AllVerticesDeviceProperties *	allVerticesDevice_
	vertex structure in device memory.
Protected Attributes inherited from Model
unique_ptr< Connections >	connections_
unique_ptr< Layout >	layout_
unique_ptr< Recorder >	recorder_
log4cplus::Logger	fileLogger_

Friends
class	GpuSInputPoisson

Detailed Description

Definition at line 66 of file GPUModel.h.

Constructor & Destructor Documentation

GPUModel()

GPUModel::GPUModel

(

)

Definition at line 29 of file GPUModel.cpp.

Member Function Documentation

advance()

void GPUModel::advance ( )

overridevirtual

Advances network state one simulation step.

Advance everything in the model one time step. In this case, that means calling all of the kernels that do the "micro step" updating (i.e., NOT the stuff associated with growth).

Implements Model.

Definition at line 153 of file GPUModel.cpp.

allocDeviceStruct()

void GPUModel::allocDeviceStruct ( )

protected

Allocates and initializes memories on CUDA device.

Definition at line 53 of file GPUModel.cpp.

copyCPUtoGPU()

void GPUModel::copyCPUtoGPU ( )

overridevirtual

Allocate and Copy CPU Synapse data to GPU.

Copies neuron and synapse data from CPU to GPU memory. TODO: Refactor this. Currently, GPUModel handles low-level memory transfer for vertices and edges. Consider moving this responsibility to a more appropriate class, such as a dedicated memory manager or the OperationManager, to better separate concerns and keep the model focused on high-level coordination.

Implements Model.

Definition at line 296 of file GPUModel.cpp.

copyGPUtoCPU()

virtual void GPUModel::copyGPUtoCPU ( )

inlineoverridevirtual

Prints debug information about the current state of the network.

Copy GPU Edge data to CPU.

Implements Model.

Definition at line 95 of file GPUModel.h.

deleteDeviceStruct()

void GPUModel::deleteDeviceStruct ( )

protectedvirtual

Deallocates device memories.

Copies device memories to host memories and deallocates them.

Definition at line 68 of file GPUModel.cpp.

finish()

void GPUModel::finish ( )

overridevirtual

Performs any finalization tasks on network following a simulation.

Implements Model.

Definition at line 137 of file GPUModel.cpp.

getAllEdgesDevice()

AllEdgesDeviceProperties *& GPUModel::getAllEdgesDevice

(

)

Getter for edge (synapse) structures in device memory.

Getter for synapse structures in device memory.

Definition at line 355 of file GPUModel.cpp.

getAllVerticesDevice()

AllVerticesDeviceProperties *& GPUModel::getAllVerticesDevice

(

)

Getter for vertex (neuron) structures in device memory.

Getter for neuron structure in device memory.

Definition at line 349 of file GPUModel.cpp.

printGPUEdgesPropsModel()

void GPUModel::printGPUEdgesPropsModel

(

)

const

Print out EdgeProps on the GPU.

Definition at line 343 of file GPUModel.cpp.

roundUpNumberOfNoiseElements()

int GPUModel::roundUpNumberOfNoiseElements ( int input )

protected

Takes the input and returns a rounded up number of elements to use for generating device noise.

Definition at line 360 of file GPUModel.cpp.

setupSim()

void GPUModel::setupSim ( )

overridevirtual

Set up model state, if anym for a specific simulation run.

Sets up the Simulation.

Reimplemented from Model.

Definition at line 85 of file GPUModel.cpp.

updateConnections()

void GPUModel::updateConnections ( )

overridevirtual

Update the connection of all the vertices and edges of the simulation.

Modifies connections between vertices based on current state of the network and behavior over the past epoch. Should be called once every epoch.

Implements Model.

Definition at line 243 of file GPUModel.cpp.

Friends And Related Symbol Documentation

GpuSInputPoisson

friend class GpuSInputPoisson

friend

Definition at line 67 of file GPUModel.h.

Member Data Documentation

allEdgesDevice_

AllEdgesDeviceProperties* GPUModel::allEdgesDevice_

protected

edge structures in device memory.

Definition at line 128 of file GPUModel.h.

allVerticesDevice_

AllVerticesDeviceProperties* GPUModel::allVerticesDevice_

protected

vertex structure in device memory.

Definition at line 131 of file GPUModel.h.

randNoise_d

float* GPUModel::randNoise_d

protected

Pointer to device random noise array.

Definition at line 120 of file GPUModel.h.

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The documentation for this class was generated from the following files:

• Simulator/Core/GPUModel.h
• Simulator/Core/GPUModel.cpp