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