RewriterConfig.MemOptType

enum akhir statis publik RewriterConfig.MemOptType

Protobuf termasuk tensorflow.RewriterConfig.MemOptType

Konstanta

ke dalam DEFAULT_MEM_OPT_VALUE
 The default setting (SCHEDULING and SWAPPING HEURISTICS only)
 
DEFAULT_MEM_OPT = 0;
ke dalam HEURISTICS_VALUE
 Use any combination of swapping and recomputation heuristics.
ke dalam MANUAL_VALUE
 Driven by manual op-level annotations.
ke dalam NO_MEM_OPT_VALUE
 Disabled in the meta-optimizer.
ke dalam RECOMPUTATION_HEURISTICS_VALUE
 Recomputation heuristics will recompute ops (such as Relu activation)
 during backprop instead of storing them, reducing peak memory usage.
ke dalam 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.
ke dalam 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.

Metode Warisan

Nilai Enum

RewriterConfig.MemOptType DEFAULT_MEM_OPT final statis publik

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

HEURISTICS RewriterConfig.MemOptType final statis publik

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

MANUAL RewriterConfig.MemOptType final publik statis

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

RewriterConfig.MemOptType NO_MEM_OPT final statis publik

 Disabled in the meta-optimizer.
 
NO_MEM_OPT = 1;

RewriterConfig.MemOptType RECOMPUTATION_HEURISTICS final statis publik

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

RewriterConfig.MemOptType SCHEDULING_HEURISTICS final statis publik

 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;

RewriterConfig.MemOptType SWAPPING_HEURISTICS final statis publik

 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;

RewriterConfig.MemOptType final statis publik TIDAK DIAKUI

Konstanta

int final statis publik DEFAULT_MEM_OPT_VALUE

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

Nilai Konstan: 0

int akhir statis publik HEURISTICS_VALUE

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

Nilai Konstan: 3

int akhir statis publik MANUAL_VALUE

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

Nilai Konstan: 2

int akhir statis publik NO_MEM_OPT_VALUE

 Disabled in the meta-optimizer.
 
NO_MEM_OPT = 1;

Nilai Konstan: 1

int akhir statis publik 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;

Nilai Konstan: 5

int akhir statis publik 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;

Nilai Konstan: 6

int akhir statis publik 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;

Nilai Konstan: 4