RewriterConfig.MemOptType

công khai tĩnh cuối cùng RewriterConfig.MemOptType

Protobuf enum tensorflow.RewriterConfig.MemOptType

Hằng số

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

Phương pháp kế thừa

Giá trị liệt kê

công khai tĩnh cuối cùng RewriterConfig.MemOptType DEFAULT_MEM_OPT

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

công khai tĩnh cuối cùng RewriterConfig.MemOptType HEURISTICS

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

công khai tĩnh cuối cùng RewriterConfig.MemOptType MANUAL

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

công khai tĩnh cuối cùng RewriterConfig.MemOptType NO_MEM_OPT

 Disabled in the meta-optimizer.
NO_MEM_OPT = 1;

công khai tĩnh cuối cùng 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;

công khai tĩnh cuối cùng 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;

công khai tĩnh cuối cùng 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;

công khai tĩnh cuối cùng RewriterConfig.MemOptType KHÔNG ĐƯỢC NHẬN ĐƯỢC

Hằng số

int tĩnh công khai DEFAULT_MEM_OPT_VALUE

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

Giá trị không đổi: 0

int cuối cùng tĩnh công khai HEURISTICS_VALUE

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

Giá trị không đổi: 3

int cuối cùng tĩnh công khai MANUAL_VALUE

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

Giá trị không đổi: 2

int tĩnh công khai NO_MEM_OPT_VALUE

 Disabled in the meta-optimizer.
NO_MEM_OPT = 1;

Giá trị không đổi: 1

int tĩnh công khai 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;

Giá trị không đổi: 5

int tĩnh công khai 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;

Giá trị không đổi: 6

int tĩnh công khai 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;

Giá trị không đổi: 4