RewriterConfig.MemOptType

enum final estático público RewriterConfig.MemOptType

Protobuf enum tensorflow.RewriterConfig.MemOptType

Constantes

interno DEFAULT_MEM_OPT_VALUE 
 The default setting (SCHEDULING and SWAPPING HEURISTICS only)
DEFAULT_MEM_OPT = 0;
interno HEURISTICS_VALUE 
 Use any combination of swapping and recomputation heuristics.
interno MANUAL_VALUE 
 Driven by manual op-level annotations.
interno NO_MEM_OPT_VALUE 
 Disabled in the meta-optimizer.
interno RECOMPUTATION_HEURISTICS_VALUE 
 Recomputation heuristics will recompute ops (such as Relu activation)
 during backprop instead of storing them, reducing peak memory usage.
interno SCHEDULING_HEURISTICS_VALUE 
 Scheduling will split big ops such as AddN and try to enforce a schedule
 of the new computations that decreases peak memory usage.
interno SWAPPING_HEURISTICS_VALUE 
 Swapping heuristic will move a tensor from the GPU to the CPU and move
 it back when needed to reduce peak memory usage.

Métodos herdados

Valores de Enum

final estático público RewriterConfig.MemOptType DEFAULT_MEM_OPT

 The default setting (SCHEDULING and SWAPPING HEURISTICS only)
DEFAULT_MEM_OPT = 0;

público estático final RewriterConfig.MemOptType HEURÍSTICAS

 Use any combination of swapping and recomputation heuristics.
HEURISTICS = 3;

final estático público RewriterConfig.MemOptType MANUAL

 Driven by manual op-level annotations.
MANUAL = 2;

final estático público RewriterConfig.MemOptType NO_MEM_OPT

 Disabled in the meta-optimizer.
NO_MEM_OPT = 1;

final estático público RewriterConfig.MemOptType RECOMPUTATION_HEURISTICS

 Recomputation heuristics will recompute ops (such as Relu activation)
 during backprop instead of storing them, reducing peak memory usage.
RECOMPUTATION_HEURISTICS = 5;

final estático público RewriterConfig.MemOptType SCHEDULING_HEURISTICS

 Scheduling will split big ops such as AddN and try to enforce a schedule
 of the new computations that decreases peak memory usage.
SCHEDULING_HEURISTICS = 6;

público estático final RewriterConfig.MemOptType SWAPPING_HEURISTICS

 Swapping heuristic will move a tensor from the GPU to the CPU and move
 it back when needed to reduce peak memory usage.
SWAPPING_HEURISTICS = 4;

público estático final RewriterConfig.MemOptType UNRECOGNIZED

Constantes

público estático final int DEFAULT_MEM_OPT_VALUE

 The default setting (SCHEDULING and SWAPPING HEURISTICS only)
DEFAULT_MEM_OPT = 0;

Valor Constante: 0

público estático final int HEURISTICS_VALUE

 Use any combination of swapping and recomputation heuristics.
HEURISTICS = 3;

Valor Constante: 3

público estático final int MANUAL_VALUE

 Driven by manual op-level annotations.
MANUAL = 2;

Valor Constante: 2

int final estático público NO_MEM_OPT_VALUE

 Disabled in the meta-optimizer.
NO_MEM_OPT = 1;

Valor Constante: 1

público estático final int RECOMPUTATION_HEURISTICS_VALUE

 Recomputation heuristics will recompute ops (such as Relu activation)
 during backprop instead of storing them, reducing peak memory usage.
RECOMPUTATION_HEURISTICS = 5;

Valor Constante: 5

público estático final int SCHEDULING_HEURISTICS_VALUE

 Scheduling will split big ops such as AddN and try to enforce a schedule
 of the new computations that decreases peak memory usage.
SCHEDULING_HEURISTICS = 6;

Valor Constante: 6

público estático final int SWAPPING_HEURISTICS_VALUE

 Swapping heuristic will move a tensor from the GPU to the CPU and move
 it back when needed to reduce peak memory usage.
SWAPPING_HEURISTICS = 4;

Valor Constante: 4