org.apache.sysml.runtime.instructions.gpu

Class MatrixMatrixBuiltinGPUInstruction

java.lang.Object

org.apache.sysml.runtime.instructions.Instruction

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

org.apache.sysml.runtime.instructions.gpu.BuiltinBinaryGPUInstruction

org.apache.sysml.runtime.instructions.gpu.MatrixMatrixBuiltinGPUInstruction

public class MatrixMatrixBuiltinGPUInstruction
extends BuiltinBinaryGPUInstruction

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_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	MatrixMatrixBuiltinGPUInstruction(org.apache.sysml.runtime.matrix.operators.Operator op, org.apache.sysml.runtime.instructions.cp.CPOperand input1, org.apache.sysml.runtime.instructions.cp.CPOperand input2, org.apache.sysml.runtime.instructions.cp.CPOperand output, String opcode, String istr, int _arity)

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.BuiltinBinaryGPUInstruction

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

MatrixMatrixBuiltinGPUInstruction

protected MatrixMatrixBuiltinGPUInstruction(org.apache.sysml.runtime.matrix.operators.Operator op,
                                            org.apache.sysml.runtime.instructions.cp.CPOperand input1,
                                            org.apache.sysml.runtime.instructions.cp.CPOperand input2,
                                            org.apache.sysml.runtime.instructions.cp.CPOperand output,
                                            String opcode,
                                            String istr,
                                            int _arity)

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