org.apache.sysml.runtime.instructions.gpu

Class ConvolutionGPUInstruction

java.lang.Object

org.apache.sysml.runtime.instructions.Instruction

org.apache.sysml.runtime.instructions.gpu.GPUInstruction

org.apache.sysml.runtime.instructions.gpu.ConvolutionGPUInstruction

public class ConvolutionGPUInstruction
extends GPUInstruction

Nested Class Summary

Nested classes/interfaces inherited from class org.apache.sysml.runtime.instructions.gpu.GPUInstruction

GPUInstruction.GPUINSTRUCTION_TYPE

Nested classes/interfaces inherited from class org.apache.sysml.runtime.instructions.Instruction

Instruction.INSTRUCTION_TYPE

Field Summary

Fields inherited from class org.apache.sysml.runtime.instructions.gpu.GPUInstruction

_gputype, _optr, _requiresLabelUpdate, MISC_TIMER_ACTIVATION_FORWARD_LIB, MISC_TIMER_ALLOCATE, MISC_TIMER_ALLOCATE_DENSE_OUTPUT, MISC_TIMER_BIAS_ADD_LIB, MISC_TIMER_COMPARE_AND_SET_KERNEL, MISC_TIMER_CONVOLUTION_BACKWARD_DATA_LIB, MISC_TIMER_CONVOLUTION_BACKWARD_FILTER_LIB, MISC_TIMER_CONVOLUTION_FORWARD_LIB, MISC_TIMER_CUDA_FREE, MISC_TIMER_CUDNN_CLEANUP, MISC_TIMER_CUDNN_INIT, MISC_TIMER_DAXPY_LIB, MISC_TIMER_DAXPY_MV_KERNEL, MISC_TIMER_DENSE_DGEAM_LIB, MISC_TIMER_DENSE_DOT_LIB, MISC_TIMER_DENSE_MATRIX_DENSE_MATRIX_LIB, MISC_TIMER_DENSE_MATRIX_DENSE_VECTOR_LIB, MISC_TIMER_DENSE_TO_SPARSE, MISC_TIMER_DENSE_VECTOR_DENSE_MATRIX_LIB, MISC_TIMER_DEVICE_TO_DEVICE, MISC_TIMER_DEVICE_TO_HOST, MISC_TIMER_EXP_KERNEL, MISC_TIMER_FILL_KERNEL, MISC_TIMER_HOST_TO_DEVICE, MISC_TIMER_MATRIX_MATRIX_CELLWISE_OP_KERNEL, MISC_TIMER_MATRIX_SCALAR_OP_KERNEL, MISC_TIMER_MAXPOOLING_BACKWARD_LIB, MISC_TIMER_MAXPOOLING_FORWARD_LIB, MISC_TIMER_REDUCE_ALL_KERNEL, MISC_TIMER_REDUCE_COL_KERNEL, MISC_TIMER_REDUCE_ROW_KERNEL, MISC_TIMER_RELU_BACKWARD_KERNEL, MISC_TIMER_RELU_KERNEL, MISC_TIMER_REUSE, MISC_TIMER_SET_ZERO, MISC_TIMER_SPARSE_ALLOCATE_LIB, MISC_TIMER_SPARSE_DGEAM_LIB, MISC_TIMER_SPARSE_MATRIX_DENSE_VECTOR_LIB, MISC_TIMER_SPARSE_MATRIX_SPARSE_MATRIX_LIB, MISC_TIMER_SPARSE_TO_DENSE, MISC_TIMER_SYRK_LIB, MISC_TIMER_TRANSPOSE_LIB, MISC_TIMER_UPPER_TO_LOWER_TRIANGLE_KERNEL

Fields inherited from class org.apache.sysml.runtime.instructions.Instruction

beginCol, beginLine, DATATYPE_PREFIX, endCol, endLine, GPU_INST_PREFIX, instOpcode, INSTRUCTION_DELIM, instString, LITERAL_PREFIX, LOG, OPERAND_DELIM, SP_INST_PREFIX, type, VALUETYPE_PREFIX

Constructor Summary

Constructors

Constructor and Description
ConvolutionGPUInstruction(org.apache.sysml.runtime.instructions.cp.CPOperand in1, org.apache.sysml.runtime.instructions.cp.CPOperand in2, org.apache.sysml.runtime.instructions.cp.CPOperand in3, org.apache.sysml.runtime.instructions.cp.CPOperand out, String opcode, String istr, ArrayList<org.apache.sysml.runtime.instructions.cp.CPOperand> stride, ArrayList<org.apache.sysml.runtime.instructions.cp.CPOperand> padding, ArrayList<org.apache.sysml.runtime.instructions.cp.CPOperand> input_shape, ArrayList<org.apache.sysml.runtime.instructions.cp.CPOperand> filter_shape)
ConvolutionGPUInstruction(org.apache.sysml.runtime.instructions.cp.CPOperand in1, org.apache.sysml.runtime.instructions.cp.CPOperand in2, org.apache.sysml.runtime.instructions.cp.CPOperand out, String opcode, String istr)
ConvolutionGPUInstruction(org.apache.sysml.runtime.instructions.cp.CPOperand in1, org.apache.sysml.runtime.instructions.cp.CPOperand in2, org.apache.sysml.runtime.instructions.cp.CPOperand out, String opcode, String istr, ArrayList<org.apache.sysml.runtime.instructions.cp.CPOperand> stride, ArrayList<org.apache.sysml.runtime.instructions.cp.CPOperand> padding, ArrayList<org.apache.sysml.runtime.instructions.cp.CPOperand> input_shape, ArrayList<org.apache.sysml.runtime.instructions.cp.CPOperand> filter_shape)

Method Summary

Modifier and Type	Method and Description
static ConvolutionGPUInstruction	parseInstruction(String str)
void	processBiasInstruction(String instOpcode, org.apache.sysml.runtime.controlprogram.context.ExecutionContext ec)
void	processInstruction(org.apache.sysml.runtime.controlprogram.context.ExecutionContext ec) This method should be used to execute the instruction.
void	processReLUBackwardInstruction(org.apache.sysml.runtime.controlprogram.context.ExecutionContext ec)

Methods inherited from class org.apache.sysml.runtime.instructions.gpu.GPUInstruction

getDenseMatrixOutputForGPUInstruction, getGPUInstructionType, getGraphString, getMatrixInputForGPUInstruction, postprocessInstruction, preprocessInstruction, requiresLabelUpdate

Methods inherited from class org.apache.sysml.runtime.instructions.Instruction

getExtendedOpcode, getInstID, getLineNum, getOpcode, getType, printMe, setInstID, setLocation, setLocation, setLocation, setLocation, setType, toString, updateInstructionThreadID

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait

Constructor Detail

ConvolutionGPUInstruction

public ConvolutionGPUInstruction(org.apache.sysml.runtime.instructions.cp.CPOperand in1,
                                 org.apache.sysml.runtime.instructions.cp.CPOperand in2,
                                 org.apache.sysml.runtime.instructions.cp.CPOperand out,
                                 String opcode,
                                 String istr)
                          throws DMLRuntimeException

Throws:

DMLRuntimeException

ConvolutionGPUInstruction

public ConvolutionGPUInstruction(org.apache.sysml.runtime.instructions.cp.CPOperand in1,
                                 org.apache.sysml.runtime.instructions.cp.CPOperand in2,
                                 org.apache.sysml.runtime.instructions.cp.CPOperand in3,
                                 org.apache.sysml.runtime.instructions.cp.CPOperand out,
                                 String opcode,
                                 String istr,
                                 ArrayList<org.apache.sysml.runtime.instructions.cp.CPOperand> stride,
                                 ArrayList<org.apache.sysml.runtime.instructions.cp.CPOperand> padding,
                                 ArrayList<org.apache.sysml.runtime.instructions.cp.CPOperand> input_shape,
                                 ArrayList<org.apache.sysml.runtime.instructions.cp.CPOperand> filter_shape)

ConvolutionGPUInstruction

public ConvolutionGPUInstruction(org.apache.sysml.runtime.instructions.cp.CPOperand in1,
                                 org.apache.sysml.runtime.instructions.cp.CPOperand in2,
                                 org.apache.sysml.runtime.instructions.cp.CPOperand out,
                                 String opcode,
                                 String istr,
                                 ArrayList<org.apache.sysml.runtime.instructions.cp.CPOperand> stride,
                                 ArrayList<org.apache.sysml.runtime.instructions.cp.CPOperand> padding,
                                 ArrayList<org.apache.sysml.runtime.instructions.cp.CPOperand> input_shape,
                                 ArrayList<org.apache.sysml.runtime.instructions.cp.CPOperand> filter_shape)

Method Detail

parseInstruction

public static ConvolutionGPUInstruction parseInstruction(String str)
                                                  throws DMLRuntimeException

Throws:

DMLRuntimeException

processBiasInstruction

public void processBiasInstruction(String instOpcode,
                                   org.apache.sysml.runtime.controlprogram.context.ExecutionContext ec)
                            throws DMLRuntimeException

Throws:

DMLRuntimeException

processReLUBackwardInstruction

public void processReLUBackwardInstruction(org.apache.sysml.runtime.controlprogram.context.ExecutionContext ec)
                                    throws DMLRuntimeException

Throws:

DMLRuntimeException

processInstruction

public void processInstruction(org.apache.sysml.runtime.controlprogram.context.ExecutionContext ec)
                        throws DMLRuntimeException

Description copied from class: Instruction

This method should be used to execute the instruction.

Specified by:

processInstruction in class GPUInstruction

Parameters:

ec - execution context

Throws:

DMLRuntimeException - if DMLRuntimeException occurs