public class ConvolutionGPUInstruction extends GPUInstruction
GPUInstruction.GPUINSTRUCTION_TYPE
Instruction.IType
_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_COSH_KERNEL, MISC_TIMER_CUDA_FREE, MISC_TIMER_CUDA_SYNC, 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_NNZ, MISC_TIMER_RIX_SPARSE_DENSE_OP_ROWWISE, MISC_TIMER_ROUND_KERNEL, MISC_TIMER_ROW_TO_COLUMN_MAJOR, MISC_TIMER_SET_ZERO, MISC_TIMER_SIGMOID_KERNEL, MISC_TIMER_SIGN_KERNEL, MISC_TIMER_SIN_KERNEL, MISC_TIMER_SINH_KERNEL, MISC_TIMER_SPARSE_ALLOCATE_LIB, MISC_TIMER_SPARSE_DGEAM_LIB, MISC_TIMER_SPARSE_MATRIX_DENSE_MATRIX_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_TANH_KERNEL, MISC_TIMER_TRANSPOSE_LIB, MISC_TIMER_TRSM, MISC_TIMER_UPPER_TO_LOWER_TRIANGLE_KERNEL
beginCol, beginLine, DATATYPE_PREFIX, endCol, endLine, filename, GPU_INST_PREFIX, instOpcode, INSTRUCTION_DELIM, instString, LITERAL_PREFIX, OPERAND_DELIM, SP_INST_PREFIX, type, VALUETYPE_PREFIX
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,
double intermediateMemoryBudget) |
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,
double intermediateMemoryBudget) |
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,
double intermediateMemoryBudget) |
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,
double intermediateMemoryBudget) |
Modifier and Type | Method and Description |
---|---|
static ConvolutionGPUInstruction |
parseInstruction(String str) |
void |
processBiasInstruction(String instOpcode,
org.apache.sysml.runtime.controlprogram.context.ExecutionContext ec) |
void |
processChannelSumsInstruction(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) |
getDenseMatrixOutputForGPUInstruction, getGPUInstructionType, getGraphString, getMatrixInputForGPUInstruction, postprocessInstruction, preprocessInstruction, requiresLabelUpdate
getBeginColumn, getBeginLine, getEndColumn, getEndLine, getExtendedOpcode, getFilename, getInstID, getLineNum, getOpcode, getType, printMe, setInstID, setLocation, setLocation, setLocation, setLocation, setType, toString, updateInstructionThreadID
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, double intermediateMemoryBudget) throws DMLRuntimeException
DMLRuntimeException
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, double intermediateMemoryBudget) throws DMLRuntimeException
DMLRuntimeException
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, double intermediateMemoryBudget)
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, double intermediateMemoryBudget)
public static ConvolutionGPUInstruction parseInstruction(String str) throws DMLRuntimeException
DMLRuntimeException
public void processBiasInstruction(String instOpcode, org.apache.sysml.runtime.controlprogram.context.ExecutionContext ec) throws DMLRuntimeException
DMLRuntimeException
public void processReLUBackwardInstruction(org.apache.sysml.runtime.controlprogram.context.ExecutionContext ec) throws DMLRuntimeException
DMLRuntimeException
public void processChannelSumsInstruction(org.apache.sysml.runtime.controlprogram.context.ExecutionContext ec) throws DMLRuntimeException
DMLRuntimeException
public void processInstruction(org.apache.sysml.runtime.controlprogram.context.ExecutionContext ec) throws DMLRuntimeException
Instruction
processInstruction
in class GPUInstruction
ec
- execution contextDMLRuntimeException
- if DMLRuntimeException occursCopyright © 2017 The Apache Software Foundation. All rights reserved.