public final class RewriterConfig extends com.google.protobuf.GeneratedMessageV3 implements RewriterConfigOrBuilder
Graph rewriting is experimental and subject to change, not covered by any API stability guarantees.Protobuf type
tensorflow.RewriterConfig| Modifier and Type | Class and Description |
|---|---|
static class |
RewriterConfig.Builder
Graph rewriting is experimental and subject to change, not covered by any
API stability guarantees.
|
static class |
RewriterConfig.CustomGraphOptimizer
Message to describe custom graph optimizer and its parameters
|
static interface |
RewriterConfig.CustomGraphOptimizerOrBuilder |
static class |
RewriterConfig.MemOptType
Protobuf enum
tensorflow.RewriterConfig.MemOptType |
static class |
RewriterConfig.NumIterationsType
Enum controlling the number of times to run optimizers.
|
static class |
RewriterConfig.Toggle
Protobuf enum
tensorflow.RewriterConfig.Toggle |
com.google.protobuf.GeneratedMessageV3.BuilderParent, com.google.protobuf.GeneratedMessageV3.ExtendableBuilder<MessageType extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage,BuilderType extends com.google.protobuf.GeneratedMessageV3.ExtendableBuilder<MessageType,BuilderType>>, com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageType extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage>, com.google.protobuf.GeneratedMessageV3.ExtendableMessageOrBuilder<MessageType extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage>, com.google.protobuf.GeneratedMessageV3.FieldAccessorTable, com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter| Modifier and Type | Method and Description |
|---|---|
boolean |
equals(java.lang.Object obj) |
RewriterConfig.Toggle |
getArithmeticOptimization()
Arithmetic optimizations (default is ON)
e.g.
|
int |
getArithmeticOptimizationValue()
Arithmetic optimizations (default is ON)
e.g.
|
RewriterConfig.Toggle |
getAutoMixedPrecision()
Optimize data types (default is OFF).
|
int |
getAutoMixedPrecisionValue()
Optimize data types (default is OFF).
|
AutoParallelOptions |
getAutoParallel()
Configures AutoParallel optimization passes either through the
meta-optimizer or when manually specified through the optimizers field.
|
AutoParallelOptionsOrBuilder |
getAutoParallelOrBuilder()
Configures AutoParallel optimization passes either through the
meta-optimizer or when manually specified through the optimizers field.
|
RewriterConfig.Toggle |
getConstantFolding()
Fold constants (default is ON)
Statically infer the value of tensors when possible, and materialize the
result using constants.
|
int |
getConstantFoldingValue()
Fold constants (default is ON)
Statically infer the value of tensors when possible, and materialize the
result using constants.
|
RewriterConfig.CustomGraphOptimizer |
getCustomOptimizers(int index)
list of CustomGraphOptimizers to apply.
|
int |
getCustomOptimizersCount()
list of CustomGraphOptimizers to apply.
|
java.util.List<RewriterConfig.CustomGraphOptimizer> |
getCustomOptimizersList()
list of CustomGraphOptimizers to apply.
|
RewriterConfig.CustomGraphOptimizerOrBuilder |
getCustomOptimizersOrBuilder(int index)
list of CustomGraphOptimizers to apply.
|
java.util.List<? extends RewriterConfig.CustomGraphOptimizerOrBuilder> |
getCustomOptimizersOrBuilderList()
list of CustomGraphOptimizers to apply.
|
RewriterConfig.Toggle |
getDebugStripper()
Strips debug-related nodes from the graph (off by default).
|
int |
getDebugStripperValue()
Strips debug-related nodes from the graph (off by default).
|
static RewriterConfig |
getDefaultInstance() |
RewriterConfig |
getDefaultInstanceForType() |
RewriterConfig.Toggle |
getDependencyOptimization()
Control dependency optimizations (default is ON).
|
int |
getDependencyOptimizationValue()
Control dependency optimizations (default is ON).
|
static com.google.protobuf.Descriptors.Descriptor |
getDescriptor() |
boolean |
getDisableMetaOptimizer()
Disable the entire meta optimizer (off by default).
|
boolean |
getDisableModelPruning()
If true, don't remove unnecessary ops from the graph
|
boolean |
getFailOnOptimizerErrors()
If true, any optimization pass failing will cause the MetaOptimizer to
stop with an error.
|
RewriterConfig.Toggle |
getFunctionOptimization()
Function optimizations (default is ON).
|
int |
getFunctionOptimizationValue()
Function optimizations (default is ON).
|
RewriterConfig.Toggle |
getImplementationSelector()
Enable the swap of kernel implementations based on the device placement
(default is ON).
|
int |
getImplementationSelectorValue()
Enable the swap of kernel implementations based on the device placement
(default is ON).
|
VerifierConfig |
getInterOptimizerVerifierConfig()
VerifierConfig specifying the verifiers to be run after every optimizer.
|
VerifierConfigOrBuilder |
getInterOptimizerVerifierConfigOrBuilder()
VerifierConfig specifying the verifiers to be run after every optimizer.
|
RewriterConfig.Toggle |
getLayoutOptimizer()
Optimize tensor layouts (default is ON)
e.g.
|
int |
getLayoutOptimizerValue()
Optimize tensor layouts (default is ON)
e.g.
|
RewriterConfig.Toggle |
getLoopOptimization()
Loop optimizations (default is ON).
|
int |
getLoopOptimizationValue()
Loop optimizations (default is ON).
|
RewriterConfig.MemOptType |
getMemoryOptimization()
Configures memory optimization passes through the meta-optimizer.
|
int |
getMemoryOptimizationValue()
Configures memory optimization passes through the meta-optimizer.
|
java.lang.String |
getMemoryOptimizerTargetNodeNameScope()
A node name scope for node names which are valid outputs of recompuations.
|
com.google.protobuf.ByteString |
getMemoryOptimizerTargetNodeNameScopeBytes()
A node name scope for node names which are valid outputs of recompuations.
|
RewriterConfig.NumIterationsType |
getMetaOptimizerIterations()
Controls how many times we run the optimizers in meta optimizer (default
is once).
|
int |
getMetaOptimizerIterationsValue()
Controls how many times we run the optimizers in meta optimizer (default
is once).
|
long |
getMetaOptimizerTimeoutMs()
Maximum number of milliseconds to spend optimizing a single graph before
timing out.
|
int |
getMinGraphNodes()
The minimum number of nodes in a graph to optimizer.
|
java.lang.String |
getOptimizers(int index)
If non-empty, will use this as an alternative way to specify a list of
optimizations to turn on and the order of the optimizations (replacing the
meta-optimizer).
|
com.google.protobuf.ByteString |
getOptimizersBytes(int index)
If non-empty, will use this as an alternative way to specify a list of
optimizations to turn on and the order of the optimizations (replacing the
meta-optimizer).
|
int |
getOptimizersCount()
If non-empty, will use this as an alternative way to specify a list of
optimizations to turn on and the order of the optimizations (replacing the
meta-optimizer).
|
com.google.protobuf.ProtocolStringList |
getOptimizersList()
If non-empty, will use this as an alternative way to specify a list of
optimizations to turn on and the order of the optimizations (replacing the
meta-optimizer).
|
com.google.protobuf.Parser<RewriterConfig> |
getParserForType() |
RewriterConfig.Toggle |
getPinToHostOptimization()
Force small ops onto the CPU (default is OFF).
|
int |
getPinToHostOptimizationValue()
Force small ops onto the CPU (default is OFF).
|
VerifierConfig |
getPostOptimizationVerifierConfig()
VerifierConfig specifying the verifiers to be run at the end, after all
optimizers have run.
|
VerifierConfigOrBuilder |
getPostOptimizationVerifierConfigOrBuilder()
VerifierConfig specifying the verifiers to be run at the end, after all
optimizers have run.
|
RewriterConfig.Toggle |
getRemapping()
Remapping (default is ON)
Remap subgraphs onto more efficient implementations.
|
int |
getRemappingValue()
Remapping (default is ON)
Remap subgraphs onto more efficient implementations.
|
RewriterConfig.Toggle |
getScopedAllocatorOptimization()
Try to allocate some independent Op outputs contiguously in order to
merge or eliminate downstream Ops (off by default).
|
int |
getScopedAllocatorOptimizationValue()
Try to allocate some independent Op outputs contiguously in order to
merge or eliminate downstream Ops (off by default).
|
ScopedAllocatorOptions |
getScopedAllocatorOpts()
.tensorflow.ScopedAllocatorOptions scoped_allocator_opts = 16; |
ScopedAllocatorOptionsOrBuilder |
getScopedAllocatorOptsOrBuilder()
.tensorflow.ScopedAllocatorOptions scoped_allocator_opts = 16; |
int |
getSerializedSize() |
RewriterConfig.Toggle |
getShapeOptimization()
Shape optimizations (default is ON)
Simplify computations made on shapes.
|
int |
getShapeOptimizationValue()
Shape optimizations (default is ON)
Simplify computations made on shapes.
|
com.google.protobuf.UnknownFieldSet |
getUnknownFields() |
boolean |
hasAutoParallel()
Configures AutoParallel optimization passes either through the
meta-optimizer or when manually specified through the optimizers field.
|
int |
hashCode() |
boolean |
hasInterOptimizerVerifierConfig()
VerifierConfig specifying the verifiers to be run after every optimizer.
|
boolean |
hasPostOptimizationVerifierConfig()
VerifierConfig specifying the verifiers to be run at the end, after all
optimizers have run.
|
boolean |
hasScopedAllocatorOpts()
.tensorflow.ScopedAllocatorOptions scoped_allocator_opts = 16; |
protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable |
internalGetFieldAccessorTable() |
boolean |
isInitialized() |
static RewriterConfig.Builder |
newBuilder() |
static RewriterConfig.Builder |
newBuilder(RewriterConfig prototype) |
RewriterConfig.Builder |
newBuilderForType() |
protected RewriterConfig.Builder |
newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent) |
protected java.lang.Object |
newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused) |
static RewriterConfig |
parseDelimitedFrom(java.io.InputStream input) |
static RewriterConfig |
parseDelimitedFrom(java.io.InputStream input,
com.google.protobuf.ExtensionRegistryLite extensionRegistry) |
static RewriterConfig |
parseFrom(byte[] data) |
static RewriterConfig |
parseFrom(byte[] data,
com.google.protobuf.ExtensionRegistryLite extensionRegistry) |
static RewriterConfig |
parseFrom(java.nio.ByteBuffer data) |
static RewriterConfig |
parseFrom(java.nio.ByteBuffer data,
com.google.protobuf.ExtensionRegistryLite extensionRegistry) |
static RewriterConfig |
parseFrom(com.google.protobuf.ByteString data) |
static RewriterConfig |
parseFrom(com.google.protobuf.ByteString data,
com.google.protobuf.ExtensionRegistryLite extensionRegistry) |
static RewriterConfig |
parseFrom(com.google.protobuf.CodedInputStream input) |
static RewriterConfig |
parseFrom(com.google.protobuf.CodedInputStream input,
com.google.protobuf.ExtensionRegistryLite extensionRegistry) |
static RewriterConfig |
parseFrom(java.io.InputStream input) |
static RewriterConfig |
parseFrom(java.io.InputStream input,
com.google.protobuf.ExtensionRegistryLite extensionRegistry) |
static com.google.protobuf.Parser<RewriterConfig> |
parser() |
RewriterConfig.Builder |
toBuilder() |
void |
writeTo(com.google.protobuf.CodedOutputStream output) |
canUseUnsafe, computeStringSize, computeStringSizeNoTag, emptyBooleanList, emptyDoubleList, emptyFloatList, emptyIntList, emptyLongList, getAllFields, getDescriptorForType, getField, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, hasField, hasOneof, internalGetMapField, makeExtensionsImmutable, mergeFromAndMakeImmutableInternal, mutableCopy, mutableCopy, mutableCopy, mutableCopy, mutableCopy, newBooleanList, newBuilderForType, newDoubleList, newFloatList, newIntList, newLongList, parseDelimitedWithIOException, parseDelimitedWithIOException, parseUnknownField, parseUnknownFieldProto3, parseWithIOException, parseWithIOException, parseWithIOException, parseWithIOException, serializeBooleanMapTo, serializeIntegerMapTo, serializeLongMapTo, serializeStringMapTo, writeReplace, writeString, writeStringNoTagfindInitializationErrors, getInitializationErrorString, hashBoolean, hashEnum, hashEnumList, hashFields, hashLong, toStringaddAll, addAll, checkByteStringIsUtf8, toByteArray, toByteString, writeDelimitedTo, writeToclone, finalize, getClass, notify, notifyAll, wait, wait, waitpublic static final int LAYOUT_OPTIMIZER_FIELD_NUMBER
public static final int CONSTANT_FOLDING_FIELD_NUMBER
public static final int SHAPE_OPTIMIZATION_FIELD_NUMBER
public static final int REMAPPING_FIELD_NUMBER
public static final int ARITHMETIC_OPTIMIZATION_FIELD_NUMBER
public static final int DEPENDENCY_OPTIMIZATION_FIELD_NUMBER
public static final int LOOP_OPTIMIZATION_FIELD_NUMBER
public static final int FUNCTION_OPTIMIZATION_FIELD_NUMBER
public static final int DEBUG_STRIPPER_FIELD_NUMBER
public static final int DISABLE_MODEL_PRUNING_FIELD_NUMBER
public static final int SCOPED_ALLOCATOR_OPTIMIZATION_FIELD_NUMBER
public static final int PIN_TO_HOST_OPTIMIZATION_FIELD_NUMBER
public static final int IMPLEMENTATION_SELECTOR_FIELD_NUMBER
public static final int AUTO_MIXED_PRECISION_FIELD_NUMBER
public static final int DISABLE_META_OPTIMIZER_FIELD_NUMBER
public static final int META_OPTIMIZER_ITERATIONS_FIELD_NUMBER
public static final int MIN_GRAPH_NODES_FIELD_NUMBER
public static final int MEMORY_OPTIMIZATION_FIELD_NUMBER
public static final int MEMORY_OPTIMIZER_TARGET_NODE_NAME_SCOPE_FIELD_NUMBER
public static final int META_OPTIMIZER_TIMEOUT_MS_FIELD_NUMBER
public static final int AUTO_PARALLEL_FIELD_NUMBER
public static final int FAIL_ON_OPTIMIZER_ERRORS_FIELD_NUMBER
public static final int SCOPED_ALLOCATOR_OPTS_FIELD_NUMBER
public static final int OPTIMIZERS_FIELD_NUMBER
public static final int CUSTOM_OPTIMIZERS_FIELD_NUMBER
public static final int INTER_OPTIMIZER_VERIFIER_CONFIG_FIELD_NUMBER
public static final int POST_OPTIMIZATION_VERIFIER_CONFIG_FIELD_NUMBER
protected java.lang.Object newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
newInstance in class com.google.protobuf.GeneratedMessageV3public final com.google.protobuf.UnknownFieldSet getUnknownFields()
getUnknownFields in interface com.google.protobuf.MessageOrBuildergetUnknownFields in class com.google.protobuf.GeneratedMessageV3public static final com.google.protobuf.Descriptors.Descriptor getDescriptor()
protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
internalGetFieldAccessorTable in class com.google.protobuf.GeneratedMessageV3public int getLayoutOptimizerValue()
Optimize tensor layouts (default is ON) e.g. This will try to use NCHW layout on GPU which is faster.
.tensorflow.RewriterConfig.Toggle layout_optimizer = 1;getLayoutOptimizerValue in interface RewriterConfigOrBuilderpublic RewriterConfig.Toggle getLayoutOptimizer()
Optimize tensor layouts (default is ON) e.g. This will try to use NCHW layout on GPU which is faster.
.tensorflow.RewriterConfig.Toggle layout_optimizer = 1;getLayoutOptimizer in interface RewriterConfigOrBuilderpublic int getConstantFoldingValue()
Fold constants (default is ON) Statically infer the value of tensors when possible, and materialize the result using constants.
.tensorflow.RewriterConfig.Toggle constant_folding = 3;getConstantFoldingValue in interface RewriterConfigOrBuilderpublic RewriterConfig.Toggle getConstantFolding()
Fold constants (default is ON) Statically infer the value of tensors when possible, and materialize the result using constants.
.tensorflow.RewriterConfig.Toggle constant_folding = 3;getConstantFolding in interface RewriterConfigOrBuilderpublic int getShapeOptimizationValue()
Shape optimizations (default is ON) Simplify computations made on shapes.
.tensorflow.RewriterConfig.Toggle shape_optimization = 13;getShapeOptimizationValue in interface RewriterConfigOrBuilderpublic RewriterConfig.Toggle getShapeOptimization()
Shape optimizations (default is ON) Simplify computations made on shapes.
.tensorflow.RewriterConfig.Toggle shape_optimization = 13;getShapeOptimization in interface RewriterConfigOrBuilderpublic int getRemappingValue()
Remapping (default is ON) Remap subgraphs onto more efficient implementations.
.tensorflow.RewriterConfig.Toggle remapping = 14;getRemappingValue in interface RewriterConfigOrBuilderpublic RewriterConfig.Toggle getRemapping()
Remapping (default is ON) Remap subgraphs onto more efficient implementations.
.tensorflow.RewriterConfig.Toggle remapping = 14;getRemapping in interface RewriterConfigOrBuilderpublic int getArithmeticOptimizationValue()
Arithmetic optimizations (default is ON) e.g. Simplify arithmetic ops; merge ops with same value (like constants).
.tensorflow.RewriterConfig.Toggle arithmetic_optimization = 7;getArithmeticOptimizationValue in interface RewriterConfigOrBuilderpublic RewriterConfig.Toggle getArithmeticOptimization()
Arithmetic optimizations (default is ON) e.g. Simplify arithmetic ops; merge ops with same value (like constants).
.tensorflow.RewriterConfig.Toggle arithmetic_optimization = 7;getArithmeticOptimization in interface RewriterConfigOrBuilderpublic int getDependencyOptimizationValue()
Control dependency optimizations (default is ON). Remove redundant control dependencies, which may enable other optimization.
.tensorflow.RewriterConfig.Toggle dependency_optimization = 8;getDependencyOptimizationValue in interface RewriterConfigOrBuilderpublic RewriterConfig.Toggle getDependencyOptimization()
Control dependency optimizations (default is ON). Remove redundant control dependencies, which may enable other optimization.
.tensorflow.RewriterConfig.Toggle dependency_optimization = 8;getDependencyOptimization in interface RewriterConfigOrBuilderpublic int getLoopOptimizationValue()
Loop optimizations (default is ON).
.tensorflow.RewriterConfig.Toggle loop_optimization = 9;getLoopOptimizationValue in interface RewriterConfigOrBuilderpublic RewriterConfig.Toggle getLoopOptimization()
Loop optimizations (default is ON).
.tensorflow.RewriterConfig.Toggle loop_optimization = 9;getLoopOptimization in interface RewriterConfigOrBuilderpublic int getFunctionOptimizationValue()
Function optimizations (default is ON).
.tensorflow.RewriterConfig.Toggle function_optimization = 10;getFunctionOptimizationValue in interface RewriterConfigOrBuilderpublic RewriterConfig.Toggle getFunctionOptimization()
Function optimizations (default is ON).
.tensorflow.RewriterConfig.Toggle function_optimization = 10;getFunctionOptimization in interface RewriterConfigOrBuilderpublic int getDebugStripperValue()
Strips debug-related nodes from the graph (off by default).
.tensorflow.RewriterConfig.Toggle debug_stripper = 11;getDebugStripperValue in interface RewriterConfigOrBuilderpublic RewriterConfig.Toggle getDebugStripper()
Strips debug-related nodes from the graph (off by default).
.tensorflow.RewriterConfig.Toggle debug_stripper = 11;getDebugStripper in interface RewriterConfigOrBuilderpublic boolean getDisableModelPruning()
If true, don't remove unnecessary ops from the graph
bool disable_model_pruning = 2;getDisableModelPruning in interface RewriterConfigOrBuilderpublic int getScopedAllocatorOptimizationValue()
Try to allocate some independent Op outputs contiguously in order to merge or eliminate downstream Ops (off by default).
.tensorflow.RewriterConfig.Toggle scoped_allocator_optimization = 15;getScopedAllocatorOptimizationValue in interface RewriterConfigOrBuilderpublic RewriterConfig.Toggle getScopedAllocatorOptimization()
Try to allocate some independent Op outputs contiguously in order to merge or eliminate downstream Ops (off by default).
.tensorflow.RewriterConfig.Toggle scoped_allocator_optimization = 15;getScopedAllocatorOptimization in interface RewriterConfigOrBuilderpublic int getPinToHostOptimizationValue()
Force small ops onto the CPU (default is OFF).
.tensorflow.RewriterConfig.Toggle pin_to_host_optimization = 18;getPinToHostOptimizationValue in interface RewriterConfigOrBuilderpublic RewriterConfig.Toggle getPinToHostOptimization()
Force small ops onto the CPU (default is OFF).
.tensorflow.RewriterConfig.Toggle pin_to_host_optimization = 18;getPinToHostOptimization in interface RewriterConfigOrBuilderpublic int getImplementationSelectorValue()
Enable the swap of kernel implementations based on the device placement (default is ON).
.tensorflow.RewriterConfig.Toggle implementation_selector = 22;getImplementationSelectorValue in interface RewriterConfigOrBuilderpublic RewriterConfig.Toggle getImplementationSelector()
Enable the swap of kernel implementations based on the device placement (default is ON).
.tensorflow.RewriterConfig.Toggle implementation_selector = 22;getImplementationSelector in interface RewriterConfigOrBuilderpublic int getAutoMixedPrecisionValue()
Optimize data types (default is OFF). e.g., This will try to use float16 on GPU which is faster. Note that this can change the numerical stability of the graph and may require the use of loss scaling to maintain model convergence.
.tensorflow.RewriterConfig.Toggle auto_mixed_precision = 23;getAutoMixedPrecisionValue in interface RewriterConfigOrBuilderpublic RewriterConfig.Toggle getAutoMixedPrecision()
Optimize data types (default is OFF). e.g., This will try to use float16 on GPU which is faster. Note that this can change the numerical stability of the graph and may require the use of loss scaling to maintain model convergence.
.tensorflow.RewriterConfig.Toggle auto_mixed_precision = 23;getAutoMixedPrecision in interface RewriterConfigOrBuilderpublic boolean getDisableMetaOptimizer()
Disable the entire meta optimizer (off by default).
bool disable_meta_optimizer = 19;getDisableMetaOptimizer in interface RewriterConfigOrBuilderpublic int getMetaOptimizerIterationsValue()
Controls how many times we run the optimizers in meta optimizer (default is once).
.tensorflow.RewriterConfig.NumIterationsType meta_optimizer_iterations = 12;getMetaOptimizerIterationsValue in interface RewriterConfigOrBuilderpublic RewriterConfig.NumIterationsType getMetaOptimizerIterations()
Controls how many times we run the optimizers in meta optimizer (default is once).
.tensorflow.RewriterConfig.NumIterationsType meta_optimizer_iterations = 12;getMetaOptimizerIterations in interface RewriterConfigOrBuilderpublic int getMinGraphNodes()
The minimum number of nodes in a graph to optimizer. For smaller graphs, optimization is skipped. 0 means the system picks an appropriate number. < 0 means do not skip optimization.
int32 min_graph_nodes = 17;getMinGraphNodes in interface RewriterConfigOrBuilderpublic int getMemoryOptimizationValue()
Configures memory optimization passes through the meta-optimizer. Has no effect on manually requested memory optimization passes in the optimizers field.
.tensorflow.RewriterConfig.MemOptType memory_optimization = 4;getMemoryOptimizationValue in interface RewriterConfigOrBuilderpublic RewriterConfig.MemOptType getMemoryOptimization()
Configures memory optimization passes through the meta-optimizer. Has no effect on manually requested memory optimization passes in the optimizers field.
.tensorflow.RewriterConfig.MemOptType memory_optimization = 4;getMemoryOptimization in interface RewriterConfigOrBuilderpublic java.lang.String getMemoryOptimizerTargetNodeNameScope()
A node name scope for node names which are valid outputs of recompuations. Inputs to nodes that match this scope may be recomputed (subject either to manual annotation of those input nodes or to manual annotation and heuristics depending on memory_optimization), but the nodes themselves will not be recomputed. This matches any sub-scopes as well, meaning the scope can appear not just as a top-level scope. For example, if the value is "gradients/", the default, it will match node name "gradients/foo", "foo/gradients/bar", but not "foo_gradients/"
string memory_optimizer_target_node_name_scope = 6;getMemoryOptimizerTargetNodeNameScope in interface RewriterConfigOrBuilderpublic com.google.protobuf.ByteString getMemoryOptimizerTargetNodeNameScopeBytes()
A node name scope for node names which are valid outputs of recompuations. Inputs to nodes that match this scope may be recomputed (subject either to manual annotation of those input nodes or to manual annotation and heuristics depending on memory_optimization), but the nodes themselves will not be recomputed. This matches any sub-scopes as well, meaning the scope can appear not just as a top-level scope. For example, if the value is "gradients/", the default, it will match node name "gradients/foo", "foo/gradients/bar", but not "foo_gradients/"
string memory_optimizer_target_node_name_scope = 6;getMemoryOptimizerTargetNodeNameScopeBytes in interface RewriterConfigOrBuilderpublic long getMetaOptimizerTimeoutMs()
Maximum number of milliseconds to spend optimizing a single graph before timing out. If equal to 0 the system picks a default (currently 5 minutes). If less than 0 the optimizer will never time out.
int64 meta_optimizer_timeout_ms = 20;getMetaOptimizerTimeoutMs in interface RewriterConfigOrBuilderpublic boolean hasAutoParallel()
Configures AutoParallel optimization passes either through the meta-optimizer or when manually specified through the optimizers field.
.tensorflow.AutoParallelOptions auto_parallel = 5;hasAutoParallel in interface RewriterConfigOrBuilderpublic AutoParallelOptions getAutoParallel()
Configures AutoParallel optimization passes either through the meta-optimizer or when manually specified through the optimizers field.
.tensorflow.AutoParallelOptions auto_parallel = 5;getAutoParallel in interface RewriterConfigOrBuilderpublic AutoParallelOptionsOrBuilder getAutoParallelOrBuilder()
Configures AutoParallel optimization passes either through the meta-optimizer or when manually specified through the optimizers field.
.tensorflow.AutoParallelOptions auto_parallel = 5;getAutoParallelOrBuilder in interface RewriterConfigOrBuilderpublic boolean getFailOnOptimizerErrors()
If true, any optimization pass failing will cause the MetaOptimizer to stop with an error. By default - or when set to false, failing passes are skipped silently.
bool fail_on_optimizer_errors = 21;getFailOnOptimizerErrors in interface RewriterConfigOrBuilderpublic boolean hasScopedAllocatorOpts()
.tensorflow.ScopedAllocatorOptions scoped_allocator_opts = 16;hasScopedAllocatorOpts in interface RewriterConfigOrBuilderpublic ScopedAllocatorOptions getScopedAllocatorOpts()
.tensorflow.ScopedAllocatorOptions scoped_allocator_opts = 16;getScopedAllocatorOpts in interface RewriterConfigOrBuilderpublic ScopedAllocatorOptionsOrBuilder getScopedAllocatorOptsOrBuilder()
.tensorflow.ScopedAllocatorOptions scoped_allocator_opts = 16;getScopedAllocatorOptsOrBuilder in interface RewriterConfigOrBuilderpublic com.google.protobuf.ProtocolStringList getOptimizersList()
If non-empty, will use this as an alternative way to specify a list of
optimizations to turn on and the order of the optimizations (replacing the
meta-optimizer).
Of the RewriterConfig options, only the AutoParallel configuration options
(the auto_parallel field) apply to manually requested optimization passes
("autoparallel"). Memory optimization passes ("memory") invoked here are
not configurable (in contrast to memory optimization passes through the
meta-optimizer) and act only on manual op annotations.
Custom optimizers (see custom_optimizers) that are not part of this
schedule will be run after - in the order that they were specified.
repeated string optimizers = 100;getOptimizersList in interface RewriterConfigOrBuilderpublic int getOptimizersCount()
If non-empty, will use this as an alternative way to specify a list of
optimizations to turn on and the order of the optimizations (replacing the
meta-optimizer).
Of the RewriterConfig options, only the AutoParallel configuration options
(the auto_parallel field) apply to manually requested optimization passes
("autoparallel"). Memory optimization passes ("memory") invoked here are
not configurable (in contrast to memory optimization passes through the
meta-optimizer) and act only on manual op annotations.
Custom optimizers (see custom_optimizers) that are not part of this
schedule will be run after - in the order that they were specified.
repeated string optimizers = 100;getOptimizersCount in interface RewriterConfigOrBuilderpublic java.lang.String getOptimizers(int index)
If non-empty, will use this as an alternative way to specify a list of
optimizations to turn on and the order of the optimizations (replacing the
meta-optimizer).
Of the RewriterConfig options, only the AutoParallel configuration options
(the auto_parallel field) apply to manually requested optimization passes
("autoparallel"). Memory optimization passes ("memory") invoked here are
not configurable (in contrast to memory optimization passes through the
meta-optimizer) and act only on manual op annotations.
Custom optimizers (see custom_optimizers) that are not part of this
schedule will be run after - in the order that they were specified.
repeated string optimizers = 100;getOptimizers in interface RewriterConfigOrBuilderindex - The index of the element to return.public com.google.protobuf.ByteString getOptimizersBytes(int index)
If non-empty, will use this as an alternative way to specify a list of
optimizations to turn on and the order of the optimizations (replacing the
meta-optimizer).
Of the RewriterConfig options, only the AutoParallel configuration options
(the auto_parallel field) apply to manually requested optimization passes
("autoparallel"). Memory optimization passes ("memory") invoked here are
not configurable (in contrast to memory optimization passes through the
meta-optimizer) and act only on manual op annotations.
Custom optimizers (see custom_optimizers) that are not part of this
schedule will be run after - in the order that they were specified.
repeated string optimizers = 100;getOptimizersBytes in interface RewriterConfigOrBuilderindex - The index of the value to return.public java.util.List<RewriterConfig.CustomGraphOptimizer> getCustomOptimizersList()
list of CustomGraphOptimizers to apply.
repeated .tensorflow.RewriterConfig.CustomGraphOptimizer custom_optimizers = 200;getCustomOptimizersList in interface RewriterConfigOrBuilderpublic java.util.List<? extends RewriterConfig.CustomGraphOptimizerOrBuilder> getCustomOptimizersOrBuilderList()
list of CustomGraphOptimizers to apply.
repeated .tensorflow.RewriterConfig.CustomGraphOptimizer custom_optimizers = 200;getCustomOptimizersOrBuilderList in interface RewriterConfigOrBuilderpublic int getCustomOptimizersCount()
list of CustomGraphOptimizers to apply.
repeated .tensorflow.RewriterConfig.CustomGraphOptimizer custom_optimizers = 200;getCustomOptimizersCount in interface RewriterConfigOrBuilderpublic RewriterConfig.CustomGraphOptimizer getCustomOptimizers(int index)
list of CustomGraphOptimizers to apply.
repeated .tensorflow.RewriterConfig.CustomGraphOptimizer custom_optimizers = 200;getCustomOptimizers in interface RewriterConfigOrBuilderpublic RewriterConfig.CustomGraphOptimizerOrBuilder getCustomOptimizersOrBuilder(int index)
list of CustomGraphOptimizers to apply.
repeated .tensorflow.RewriterConfig.CustomGraphOptimizer custom_optimizers = 200;getCustomOptimizersOrBuilder in interface RewriterConfigOrBuilderpublic boolean hasInterOptimizerVerifierConfig()
VerifierConfig specifying the verifiers to be run after every optimizer.
.tensorflow.VerifierConfig inter_optimizer_verifier_config = 300;hasInterOptimizerVerifierConfig in interface RewriterConfigOrBuilderpublic VerifierConfig getInterOptimizerVerifierConfig()
VerifierConfig specifying the verifiers to be run after every optimizer.
.tensorflow.VerifierConfig inter_optimizer_verifier_config = 300;getInterOptimizerVerifierConfig in interface RewriterConfigOrBuilderpublic VerifierConfigOrBuilder getInterOptimizerVerifierConfigOrBuilder()
VerifierConfig specifying the verifiers to be run after every optimizer.
.tensorflow.VerifierConfig inter_optimizer_verifier_config = 300;getInterOptimizerVerifierConfigOrBuilder in interface RewriterConfigOrBuilderpublic boolean hasPostOptimizationVerifierConfig()
VerifierConfig specifying the verifiers to be run at the end, after all optimizers have run.
.tensorflow.VerifierConfig post_optimization_verifier_config = 301;hasPostOptimizationVerifierConfig in interface RewriterConfigOrBuilderpublic VerifierConfig getPostOptimizationVerifierConfig()
VerifierConfig specifying the verifiers to be run at the end, after all optimizers have run.
.tensorflow.VerifierConfig post_optimization_verifier_config = 301;getPostOptimizationVerifierConfig in interface RewriterConfigOrBuilderpublic VerifierConfigOrBuilder getPostOptimizationVerifierConfigOrBuilder()
VerifierConfig specifying the verifiers to be run at the end, after all optimizers have run.
.tensorflow.VerifierConfig post_optimization_verifier_config = 301;getPostOptimizationVerifierConfigOrBuilder in interface RewriterConfigOrBuilderpublic final boolean isInitialized()
isInitialized in interface com.google.protobuf.MessageLiteOrBuilderisInitialized in class com.google.protobuf.GeneratedMessageV3public void writeTo(com.google.protobuf.CodedOutputStream output)
throws java.io.IOException
writeTo in interface com.google.protobuf.MessageLitewriteTo in class com.google.protobuf.GeneratedMessageV3java.io.IOExceptionpublic int getSerializedSize()
getSerializedSize in interface com.google.protobuf.MessageLitegetSerializedSize in class com.google.protobuf.GeneratedMessageV3public boolean equals(java.lang.Object obj)
equals in interface com.google.protobuf.Messageequals in class com.google.protobuf.AbstractMessagepublic int hashCode()
hashCode in interface com.google.protobuf.MessagehashCode in class com.google.protobuf.AbstractMessagepublic static RewriterConfig parseFrom(java.nio.ByteBuffer data) throws com.google.protobuf.InvalidProtocolBufferException
com.google.protobuf.InvalidProtocolBufferExceptionpublic static RewriterConfig parseFrom(java.nio.ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws com.google.protobuf.InvalidProtocolBufferException
com.google.protobuf.InvalidProtocolBufferExceptionpublic static RewriterConfig parseFrom(com.google.protobuf.ByteString data) throws com.google.protobuf.InvalidProtocolBufferException
com.google.protobuf.InvalidProtocolBufferExceptionpublic static RewriterConfig parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws com.google.protobuf.InvalidProtocolBufferException
com.google.protobuf.InvalidProtocolBufferExceptionpublic static RewriterConfig parseFrom(byte[] data) throws com.google.protobuf.InvalidProtocolBufferException
com.google.protobuf.InvalidProtocolBufferExceptionpublic static RewriterConfig parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws com.google.protobuf.InvalidProtocolBufferException
com.google.protobuf.InvalidProtocolBufferExceptionpublic static RewriterConfig parseFrom(java.io.InputStream input) throws java.io.IOException
java.io.IOExceptionpublic static RewriterConfig parseFrom(java.io.InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws java.io.IOException
java.io.IOExceptionpublic static RewriterConfig parseDelimitedFrom(java.io.InputStream input) throws java.io.IOException
java.io.IOExceptionpublic static RewriterConfig parseDelimitedFrom(java.io.InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws java.io.IOException
java.io.IOExceptionpublic static RewriterConfig parseFrom(com.google.protobuf.CodedInputStream input) throws java.io.IOException
java.io.IOExceptionpublic static RewriterConfig parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws java.io.IOException
java.io.IOExceptionpublic RewriterConfig.Builder newBuilderForType()
newBuilderForType in interface com.google.protobuf.MessagenewBuilderForType in interface com.google.protobuf.MessageLitepublic static RewriterConfig.Builder newBuilder()
public static RewriterConfig.Builder newBuilder(RewriterConfig prototype)
public RewriterConfig.Builder toBuilder()
toBuilder in interface com.google.protobuf.MessagetoBuilder in interface com.google.protobuf.MessageLiteprotected RewriterConfig.Builder newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)
newBuilderForType in class com.google.protobuf.GeneratedMessageV3public static RewriterConfig getDefaultInstance()
public static com.google.protobuf.Parser<RewriterConfig> parser()
public com.google.protobuf.Parser<RewriterConfig> getParserForType()
getParserForType in interface com.google.protobuf.MessagegetParserForType in interface com.google.protobuf.MessageLitegetParserForType in class com.google.protobuf.GeneratedMessageV3public RewriterConfig getDefaultInstanceForType()
getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuildergetDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder