org.apache.sysml.runtime.instructions.gpu

Class MatrixMatrixArithmeticGPUInstruction

java.lang.Object

org.apache.sysml.runtime.instructions.Instruction

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

org.apache.sysml.runtime.instructions.gpu.ArithmeticBinaryGPUInstruction

org.apache.sysml.runtime.instructions.gpu.MatrixMatrixArithmeticGPUInstruction

public class MatrixMatrixArithmeticGPUInstruction
extends ArithmeticBinaryGPUInstruction

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.ArithmeticBinaryGPUInstruction

_input1, _input2, _output

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

_gputype, _optr, _requiresLabelUpdate, MISC_TIMER_ABS_KERNEL, MISC_TIMER_ACOS_KERNEL, MISC_TIMER_ACTIVATION_FORWARD_LIB, MISC_TIMER_ALLOCATE, MISC_TIMER_ALLOCATE_DENSE_OUTPUT, MISC_TIMER_ALLOCATE_SPARSE_OUTPUT, MISC_TIMER_ASIN_KERNEL, MISC_TIMER_ATAN_KERNEL, MISC_TIMER_BIAS_ADD_LIB, MISC_TIMER_CBIND_KERNEL, MISC_TIMER_CEIL_KERNEL, MISC_TIMER_COLUMN_TO_ROW_MAJOR, 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_COS_KERNEL, 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_FLOOR_KERNEL, MISC_TIMER_HOST_TO_DEVICE, MISC_TIMER_LOG_KERNEL, 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_OBJECT_CLONE, MISC_TIMER_ORMQR, MISC_TIMER_QR, MISC_TIMER_QR_BUFFER, MISC_TIMER_RBIND_KERNEL, 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_RIX_DENSE_OP, MISC_TIMER_RIX_SPARSE_DENSE_OP, MISC_TIMER_ROUND_KERNEL, MISC_TIMER_ROW_TO_COLUMN_MAJOR, MISC_TIMER_SET_ZERO, MISC_TIMER_SIGN_KERNEL, MISC_TIMER_SIN_KERNEL, 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_SQRT_KERNEL, MISC_TIMER_SYRK_LIB, MISC_TIMER_TAN_KERNEL, MISC_TIMER_TRANSPOSE_LIB, MISC_TIMER_TRSM, MISC_TIMER_UPPER_TO_LOWER_TRIANGLE_KERNEL

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

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

Constructor Summary

Constructors

Modifier	Constructor and Description
protected	MatrixMatrixArithmeticGPUInstruction(org.apache.sysml.runtime.matrix.operators.Operator op, 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)

Method Summary

Modifier and Type	Method and Description
void	processInstruction(org.apache.sysml.runtime.controlprogram.context.ExecutionContext ec) This method should be used to execute the instruction.

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

parseInstruction

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

getBeginColumn, getBeginLine, getEndColumn, getEndLine, getExtendedOpcode, getFilename, 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

MatrixMatrixArithmeticGPUInstruction

protected MatrixMatrixArithmeticGPUInstruction(org.apache.sysml.runtime.matrix.operators.Operator op,
                                               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)

Method Detail

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