فهرست نهایی استاتیک عمومی RewriterConfig.MemOptType
Protobuf enum tensorflow.RewriterConfig.MemOptType
ثابت ها
بین المللی | DEFAULT_MEM_OPT_VALUE | The default setting (SCHEDULING and SWAPPING HEURISTICS only) DEFAULT_MEM_OPT = 0; |
بین المللی | HEURISTICS_VALUE | Use any combination of swapping and recomputation heuristics. |
بین المللی | MANUAL_VALUE | Driven by manual op-level annotations. |
بین المللی | NO_MEM_OPT_VALUE | Disabled in the meta-optimizer. |
بین المللی | RECOMPUTATION_HEURISTICS_VALUE | Recomputation heuristics will recompute ops (such as Relu activation) during backprop instead of storing them, reducing peak memory usage. |
بین المللی | 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. |
بین المللی | 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. |
روش های ارثی
مقادیر Enum
عمومی استاتیک نهایی RewriterConfig.MemOptType DEFAULT_MEM_OPT
The default setting (SCHEDULING and SWAPPING HEURISTICS only)
DEFAULT_MEM_OPT = 0;
عمومی استاتیک نهایی RewriterConfig.MemOptType HEURISTICS
Use any combination of swapping and recomputation heuristics.
HEURISTICS = 3;
عمومی استاتیک نهایی RewriterConfig.MemOptType MANUAL
Driven by manual op-level annotations.
MANUAL = 2;
عمومی استاتیک نهایی RewriterConfig.MemOptType NO_MEM_OPT
Disabled in the meta-optimizer.
NO_MEM_OPT = 1;
عمومی استاتیک نهایی 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;
عمومی استاتیک نهایی 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;
عمومی استاتیک نهایی 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;
عمومی استاتیک نهایی RewriterConfig.MemOptType UNRECOGNIZED
ثابت ها
نهایی استاتیک عمومی DEFAULT_MEM_OPT_VALUE
The default setting (SCHEDULING and SWAPPING HEURISTICS only)
DEFAULT_MEM_OPT = 0;
مقدار ثابت: 0
نهایی استاتیک عمومی HEURISTICS_VALUE
Use any combination of swapping and recomputation heuristics.
HEURISTICS = 3;
مقدار ثابت: 3
نهایی استاتیک عمومی MANUAL_VALUE
Driven by manual op-level annotations.
MANUAL = 2;
مقدار ثابت: 2
نهایی استاتیک عمومی NO_MEM_OPT_VALUE
Disabled in the meta-optimizer.
NO_MEM_OPT = 1;
ارزش ثابت: 1
عمومی استاتیک نهایی 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;
ارزش ثابت: 5
عمومی استاتیک نهایی 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;
مقدار ثابت: 6
نهایی استاتیک عمومی 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;
ارزش ثابت: 4