lớp cuối cùng công khai RewriterConfig
Graph rewriting is experimental and subject to change, not covered by any API stability guarantees.Protobuf loại
tensorflow.RewriterConfig
Các lớp lồng nhau
lớp học | RewriterConfig.Builder | Graph rewriting is experimental and subject to change, not covered by any API stability guarantees. | |
liệt kê | RewriterConfig.CpuLayout | Enum for layout conversion between NCHW and NHWC on CPU. | |
lớp học | RewriterConfig.CustomGraphOptimizer | Message to describe custom graph optimizer and its parametersLoại protobuf tensorflow.RewriterConfig.CustomGraphOptimizer | |
giao diện | RewriterConfig.CustomGraphOptimizerOrBuilder | ||
liệt kê | RewriterConfig.MemOptType | Protobuf enum tensorflow.RewriterConfig.MemOptType | |
liệt kê | RewriterConfig.NumIterationsType | Enum controlling the number of times to run optimizers. | |
liệt kê | RewriterConfig.Toggle | Protobuf enum tensorflow.RewriterConfig.Toggle |
Hằng số
Phương pháp công cộng
boolean | bằng (Đối tượng obj) |
RewriterConfig.Toggle | getTối ưu hóa số học () Arithmetic optimizations (default is ON) e.g. |
int | getArithmeticOptimizationValue () Arithmetic optimizations (default is ON) e.g. |
RewriterConfig.Toggle | getAutoMixedPrecision () Optimize data types for CUDA (default is OFF). |
RewriterConfig.Toggle | getAutoMixedPrecisionMkl () Optimize data types for MKL (default is OFF). |
int | getAutoMixedPrecisionMklValue () Optimize data types for MKL (default is OFF). |
int | getAutoMixedPrecisionValue () Optimize data types for CUDA (default is OFF). |
Tùy chọn song song tự động | 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 | getCommonSubgraphElimination () Common subgraph elimination (default is ON) e.g. |
int | getCommonSubgraphEliminationValue () Common subgraph elimination (default is ON) e.g. |
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.CpuLayout | getCpuLayoutConversion () CPU Conversion settings between NHCW and NCHW. |
int | getCpuLayoutConversionValue () CPU Conversion settings between NHCW and NCHW. |
RewriterConfig.CustomGraphOptimizer | getCustomOptimizers (chỉ mục int) list of CustomGraphOptimizers to apply. |
int | getCustomOptimizersCount () list of CustomGraphOptimizers to apply. |
Danh sách< RewriterConfig.CustomGraphOptimizer > | getCustomOptimizersList () list of CustomGraphOptimizers to apply. |
RewriterConfig.CustomGraphOptimizerOrBuilder | getCustomOptimizersOrBuilder (chỉ mục int) list of CustomGraphOptimizers to apply. |
Danh sách<? mở rộng 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). |
RewriterConfig tĩnh | |
Cấu hình ghi lại | |
RewriterConfig.Toggle | getDependencyOptimization () Control dependency optimizations (default is ON). |
int | getDependencyOptimizationValue () Control dependency optimizations (default is ON). |
com.google.protobuf.Descriptors.Descriptor tĩnh cuối cùng | |
boolean | getDisableMetaOptimizer () Disable the entire meta optimizer (off by default). |
boolean | getDisableModelPruning () If true, don't remove unnecessary ops from the graph bool disable_model_pruning = 2; |
boolean | getExperimentalDisableCompressionTensorOptimization () Disable optimizations that assume compressed tensors. |
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). |
Trình xác minhConfig | getInterOptimizerVerifierConfig () VerifierConfig specifying the verifiers to be run after every optimizer. |
Trình xác minhConfigOrBuilder | 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. |
Sợi dây | getMemoryOptimizerTargetNodeNameScope () A node name scope for node names which are valid outputs of recomputations. |
com.google.protobuf.ByteString | getMemoryOptimizerTargetNodeNameScopeBytes () A node name scope for node names which are valid outputs of recomputations. |
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). |
dài | 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. |
Sợi dây | getOptimizers (chỉ mục int) 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 (chỉ mục int) 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). |
RewriterConfig.Toggle | getPinToHostOptimization () Force small ops onto the CPU (default is OFF). |
int | getPinToHostOptimizationValue () Force small ops onto the CPU (default is OFF). |
Trình xác minhConfig | getPostOptimizationVerifierConfig () VerifierConfig specifying the verifiers to be run at the end, after all optimizers have run. |
Trình xác minhConfigOrBuilder | 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). |
Tùy chọn phân bổ phạm vi | getScopedAllocatorOpts () .tensorflow.ScopedAllocatorOptions scoped_allocator_opts = 16; |
ScopedAllocatorOptionsOrBuilder | getScopedAllocatorOptsOrBuilder () .tensorflow.ScopedAllocatorOptions scoped_allocator_opts = 16; |
int | |
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 cuối cùng | |
boolean | hasAutoParallel () Configures AutoParallel optimization passes either through the meta-optimizer or when manually specified through the optimizers field. |
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; |
int | mã băm () |
boolean cuối cùng | |
RewriterConfig.Builder tĩnh | |
RewriterConfig.Builder tĩnh | newBuilder ( nguyên mẫu RewriterConfig ) |
RewriterConfig.Builder | |
RewriterConfig tĩnh | phân tích cú phápDelimitedFrom (Đầu vào luồng đầu vào) |
RewriterConfig tĩnh | phân tích cú phápDelimitedFrom (Đầu vào luồng đầu vào, com.google.protobuf.ExtensionRegistryLite tiện ích mở rộngRegistry) |
RewriterConfig tĩnh | ParseFrom (Dữ liệu ByteBuffer, com.google.protobuf.ExtensionRegistryLite ExtensionRegistry) |
RewriterConfig tĩnh | ParseFrom (đầu vào com.google.protobuf.CodedInputStream) |
RewriterConfig tĩnh | ParseFrom (dữ liệu byte[], com.google.protobuf.ExtensionRegistryLite ExtensionRegistry) |
RewriterConfig tĩnh | ParseFrom (dữ liệu ByteBuffer) |
RewriterConfig tĩnh | ParseFrom (đầu vào com.google.protobuf.CodedInputStream, com.google.protobuf.ExtensionRegistryLite ExtensionRegistry) |
RewriterConfig tĩnh | ParseFrom (dữ liệu com.google.protobuf.ByteString) |
RewriterConfig tĩnh | ParseFrom (Đầu vào inputStream, com.google.protobuf.ExtensionRegistryLite ExtensionRegistry) |
RewriterConfig tĩnh | ParsFrom (dữ liệu com.google.protobuf.ByteString, com.google.protobuf.ExtensionRegistryLite ExtensionRegistry) |
tĩnh | |
RewriterConfig.Builder | toBuilder () |
trống rỗng | writeTo (đầu ra com.google.protobuf.CodedOutputStream) |
Phương pháp kế thừa
Hằng số
int cuối cùng tĩnh công khai ARITHMETIC_OPTIMIZATION_FIELD_NUMBER
Giá trị không đổi: 7
int tĩnh cuối cùng AUTO_MIXED_PRECISION_FIELD_NUMBER
Giá trị không đổi: 23
int tĩnh cuối cùng AUTO_MIXED_PRECISION_MKL_FIELD_NUMBER
Giá trị không đổi: 25
int tĩnh cuối cùng AUTO_PARALLEL_FIELD_NUMBER
Giá trị không đổi: 5
int tĩnh cuối cùng COMMON_SUBGRAPH_ELIMINATION_FIELD_NUMBER
Giá trị không đổi: 24
int tĩnh cuối cùng CONSTANT_FOLDING_FIELD_NUMBER
Giá trị không đổi: 3
CPU int tĩnh cuối cùng công khai_LAYOUT_CONVERSION_FIELD_NUMBER
Giá trị không đổi: 50
int tĩnh cuối cùng CUSTOM_OPTIMIZERS_FIELD_NUMBER
Giá trị không đổi: 200
int tĩnh công khai DEBUG_STRIPPER_FIELD_NUMBER
Giá trị không đổi: 11
int tĩnh công khai DEPENDENCY_OPTIMIZATION_FIELD_NUMBER
Giá trị không đổi: 8
int cuối cùng tĩnh công khai DISABLE_META_OPTIMIZER_FIELD_NUMBER
Giá trị không đổi: 19
int cuối cùng tĩnh công khai DISABLE_MODEL_PRUNING_FIELD_NUMBER
Giá trị không đổi: 2
int cuối cùng tĩnh công khai EXPERIMENTAL_DISABLE_COMPRESSED_TENSOR_OPTIMIZATION_FIELD_NUMBER
Giá trị không đổi: 26
int tĩnh cuối cùng công khai FAIL_ON_OPTIMIZER_ERRORS_FIELD_NUMBER
Giá trị không đổi: 21
int cuối cùng tĩnh công khai FUNCTION_OPTIMIZATION_FIELD_NUMBER
Giá trị không đổi: 10
int tĩnh công khai IMPLEMENTATION_SELECTOR_FIELD_NUMBER
Giá trị không đổi: 22
int tĩnh cuối cùng INTER_OPTIMIZER_VERIFIER_CONFIG_FIELD_NUMBER
Giá trị không đổi: 300
int tĩnh cuối cùng LAYOUT_OPTIMIZER_FIELD_NUMBER
Giá trị không đổi: 1
int tĩnh cuối cùng công khai LOOP_OPTIMIZATION_FIELD_NUMBER
Giá trị không đổi: 9
int tĩnh công khai MEMORY_OPTIMIZATION_FIELD_NUMBER
Giá trị không đổi: 4
int tĩnh công khai MEMORY_OPTIMIZER_TARGET_NODE_NAME_SCOPE_FIELD_NUMBER
Giá trị không đổi: 6
int tĩnh công khai META_OPTIMIZER_ITERICS_FIELD_NUMBER
Giá trị không đổi: 12
int tĩnh công khai META_OPTIMIZER_TIMEOUT_MS_FIELD_NUMBER
Giá trị không đổi: 20
int tĩnh công khai MIN_GRAPH_NODES_FIELD_NUMBER
Giá trị không đổi: 17
int cuối cùng tĩnh công khai OPTIMIZERS_FIELD_NUMBER
Giá trị không đổi: 100
int tĩnh công khai PIN_TO_HOST_OPTIMIZATION_FIELD_NUMBER
Giá trị không đổi: 18
int tĩnh công khai POST_OPTIMIZATION_VERIFIER_CONFIG_FIELD_NUMBER
Giá trị không đổi: 301
int tĩnh công khai REMAPPING_FIELD_NUMBER
Giá trị không đổi: 14
int tĩnh công khai SCOPED_ALLOCATOR_OPTIMIZATION_FIELD_NUMBER
Giá trị không đổi: 15
int tĩnh công khai SCOPED_ALLOCATOR_OPTS_FIELD_NUMBER
Giá trị không đổi: 16
int tĩnh công khai SHAPE_OPTIMIZATION_FIELD_NUMBER
Giá trị không đổi: 13
Phương pháp công cộng
boolean công khai bằng (Object obj)
công khai 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;
int công khai getArithmeticOptimizationValue ()
Arithmetic optimizations (default is ON) e.g. Simplify arithmetic ops; merge ops with same value (like constants).
.tensorflow.RewriterConfig.Toggle arithmetic_optimization = 7;
công khai RewriterConfig.Toggle getAutoMixedPrecision ()
Optimize data types for CUDA (default is OFF). 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;
public RewriterConfig.Toggle getAutoMixedPrecisionMkl ()
Optimize data types for MKL (default is OFF). This will try to use bfloat16 on CPUs, which is faster. Note that this can change the numerical stability of the graph.
.tensorflow.RewriterConfig.Toggle auto_mixed_precision_mkl = 25;
int công khai getAutoMixedPrecisionMklValue ()
Optimize data types for MKL (default is OFF). This will try to use bfloat16 on CPUs, which is faster. Note that this can change the numerical stability of the graph.
.tensorflow.RewriterConfig.Toggle auto_mixed_precision_mkl = 25;
int công khai getAutoMixedPrecisionValue ()
Optimize data types for CUDA (default is OFF). 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;
AutoParallelOptions công khai getAutoParallel ()
Configures AutoParallel optimization passes either through the meta-optimizer or when manually specified through the optimizers field.
.tensorflow.AutoParallelOptions auto_parallel = 5;
AutoParallelOptionsOrBuilder công khai getAutoParallelOrBuilder ()
Configures AutoParallel optimization passes either through the meta-optimizer or when manually specified through the optimizers field.
.tensorflow.AutoParallelOptions auto_parallel = 5;
công khai RewriterConfig.Toggle getCommonSubgraphElimination ()
Common subgraph elimination (default is ON) e.g. Simplify arithmetic ops; merge ops with same value (like constants).
.tensorflow.RewriterConfig.Toggle common_subgraph_elimination = 24;
int công khai getCommonSubgraphEliminationValue ()
Common subgraph elimination (default is ON) e.g. Simplify arithmetic ops; merge ops with same value (like constants).
.tensorflow.RewriterConfig.Toggle common_subgraph_elimination = 24;
công khai 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;
int công khai 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;
công khai RewriterConfig.CpuLayout getCpuLayoutConversion ()
CPU Conversion settings between NHCW and NCHW.
.tensorflow.RewriterConfig.CpuLayout cpu_layout_conversion = 50;
int công khai getCpuLayoutConversionValue ()
CPU Conversion settings between NHCW and NCHW.
.tensorflow.RewriterConfig.CpuLayout cpu_layout_conversion = 50;
công khai RewriterConfig.CustomGraphOptimizer getCustomOptimizers (chỉ mục int)
list of CustomGraphOptimizers to apply.
repeated .tensorflow.RewriterConfig.CustomGraphOptimizer custom_optimizers = 200;
int công khai getCustomOptimizersCount ()
list of CustomGraphOptimizers to apply.
repeated .tensorflow.RewriterConfig.CustomGraphOptimizer custom_optimizers = 200;
Danh sách công khai< RewriterConfig.CustomGraphOptimizer > getCustomOptimizersList ()
list of CustomGraphOptimizers to apply.
repeated .tensorflow.RewriterConfig.CustomGraphOptimizer custom_optimizers = 200;
công khai RewriterConfig.CustomGraphOptimizerOrBuilder getCustomOptimizersOrBuilder (chỉ mục int)
list of CustomGraphOptimizers to apply.
repeated .tensorflow.RewriterConfig.CustomGraphOptimizer custom_optimizers = 200;
Danh sách công khai<? mở rộng RewriterConfig.CustomGraphOptimizerOrBuilder > getCustomOptimizersOrBuilderList ()
list of CustomGraphOptimizers to apply.
repeated .tensorflow.RewriterConfig.CustomGraphOptimizer custom_optimizers = 200;
công khai RewriterConfig.Toggle getDebugStripper ()
Strips debug-related nodes from the graph (off by default).
.tensorflow.RewriterConfig.Toggle debug_stripper = 11;
int công khai getDebugStripperValue ()
Strips debug-related nodes from the graph (off by default).
.tensorflow.RewriterConfig.Toggle debug_stripper = 11;
công khai RewriterConfig.Toggle getDependencyOptimization ()
Control dependency optimizations (default is ON). Remove redundant control dependencies, which may enable other optimization.
.tensorflow.RewriterConfig.Toggle dependency_optimization = 8;
int công khai getDependencyOptimizationValue ()
Control dependency optimizations (default is ON). Remove redundant control dependencies, which may enable other optimization.
.tensorflow.RewriterConfig.Toggle dependency_optimization = 8;
công khai tĩnh cuối cùng com.google.protobuf.Descriptors.Descriptor getDescriptor ()
boolean công khai getDisableMetaOptimizer ()
Disable the entire meta optimizer (off by default).
bool disable_meta_optimizer = 19;
boolean công khai getDisableModelPruning ()
If true, don't remove unnecessary ops from the graph
bool disable_model_pruning = 2;
boolean công khai getExperimentalDisableCompressionTensorOptimization ()
Disable optimizations that assume compressed tensors. Note that this flag is experimental and may be removed in the future.
bool experimental_disable_compressed_tensor_optimization = 26;
boolean công khai 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;
công khai RewriterConfig.Toggle getFunctionOptimization ()
Function optimizations (default is ON).
.tensorflow.RewriterConfig.Toggle function_optimization = 10;
int công khai getFunctionOptimizationValue ()
Function optimizations (default is ON).
.tensorflow.RewriterConfig.Toggle function_optimization = 10;
public RewriterConfig.Toggle getImplementationSelector ()
Enable the swap of kernel implementations based on the device placement (default is ON).
.tensorflow.RewriterConfig.Toggle implementation_selector = 22;
int công khai getImplementationSelectorValue ()
Enable the swap of kernel implementations based on the device placement (default is ON).
.tensorflow.RewriterConfig.Toggle implementation_selector = 22;
public VerifierConfig getInterOptimizerVerifierConfig ()
VerifierConfig specifying the verifiers to be run after every optimizer.
.tensorflow.VerifierConfig inter_optimizer_verifier_config = 300;
công khai VerifierConfigOrBuilder getInterOptimizerVerifierConfigOrBuilder ()
VerifierConfig specifying the verifiers to be run after every optimizer.
.tensorflow.VerifierConfig inter_optimizer_verifier_config = 300;
công khai 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;
int công khai 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;
công khai RewriterConfig.Toggle getLoopOptimization ()
Loop optimizations (default is ON).
.tensorflow.RewriterConfig.Toggle loop_optimization = 9;
int công khai getLoopOptimizationValue ()
Loop optimizations (default is ON).
.tensorflow.RewriterConfig.Toggle loop_optimization = 9;
công khai 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;
int công khai 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;
Chuỗi công khai getMemoryOptimizerTargetNodeNameScope ()
A node name scope for node names which are valid outputs of recomputations. 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;
công khai com.google.protobuf.ByteString getMemoryOptimizerTargetNodeNameScopeBytes ()
A node name scope for node names which are valid outputs of recomputations. 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;
công khai RewriterConfig.NumIterationsType getMetaOptimizerIterations ()
Controls how many times we run the optimizers in meta optimizer (default is once).
.tensorflow.RewriterConfig.NumIterationsType meta_optimizer_iterations = 12;
int công khai getMetaOptimizerIterationsValue ()
Controls how many times we run the optimizers in meta optimizer (default is once).
.tensorflow.RewriterConfig.NumIterationsType meta_optimizer_iterations = 12;
công khai 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;
int công khai 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;
Chuỗi getOptimizer công khai (chỉ mục int)
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;
com.google.protobuf.ByteString getOptimizersBytes công khai (chỉ mục int)
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;
int công khai 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;
com.google.protobuf.ProtocolStringList công khai 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;
công cộng getParserForType ()
công khai RewriterConfig.Toggle getPinToHostOptimization ()
Force small ops onto the CPU (default is OFF).
.tensorflow.RewriterConfig.Toggle pin_to_host_optimization = 18;
int công khai getPinToHostOptimizationValue ()
Force small ops onto the CPU (default is OFF).
.tensorflow.RewriterConfig.Toggle pin_to_host_optimization = 18;
public VerifierConfig getPostOptimizationVerifierConfig ()
VerifierConfig specifying the verifiers to be run at the end, after all optimizers have run.
.tensorflow.VerifierConfig post_optimization_verifier_config = 301;
công khai VerifierConfigOrBuilder getPostOptimizationVerifierConfigOrBuilder ()
VerifierConfig specifying the verifiers to be run at the end, after all optimizers have run.
.tensorflow.VerifierConfig post_optimization_verifier_config = 301;
công khai RewriterConfig.Toggle getRemapping ()
Remapping (default is ON) Remap subgraphs onto more efficient implementations.
.tensorflow.RewriterConfig.Toggle remapping = 14;
int công khai getRemappingValue ()
Remapping (default is ON) Remap subgraphs onto more efficient implementations.
.tensorflow.RewriterConfig.Toggle remapping = 14;
công khai 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;
int công khai 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;
công khai ScopedAllocatorOptions getScopedAllocatorOpts ()
.tensorflow.ScopedAllocatorOptions scoped_allocator_opts = 16;
công khai ScopedAllocatorOptionsOrBuilder getScopedAllocatorOptsOrBuilder ()
.tensorflow.ScopedAllocatorOptions scoped_allocator_opts = 16;
int công khai getSerializedSize ()
công khai RewriterConfig.Toggle getShapeOptimization ()
Shape optimizations (default is ON) Simplify computations made on shapes.
.tensorflow.RewriterConfig.Toggle shape_optimization = 13;
int công khai getShapeOptimizationValue ()
Shape optimizations (default is ON) Simplify computations made on shapes.
.tensorflow.RewriterConfig.Toggle shape_optimization = 13;
trận chung kết công khai com.google.protobuf.UnknownFieldSet getUnknownFields ()
boolean công khai hasAutoParallel ()
Configures AutoParallel optimization passes either through the meta-optimizer or when manually specified through the optimizers field.
.tensorflow.AutoParallelOptions auto_parallel = 5;
boolean công khai hasInterOptimizerVerifierConfig ()
VerifierConfig specifying the verifiers to be run after every optimizer.
.tensorflow.VerifierConfig inter_optimizer_verifier_config = 300;
boolean công khai hasPostOptimizationVerifierConfig ()
VerifierConfig specifying the verifiers to be run at the end, after all optimizers have run.
.tensorflow.VerifierConfig post_optimization_verifier_config = 301;
boolean công khai hasScopedAllocatorOpts ()
.tensorflow.ScopedAllocatorOptions scoped_allocator_opts = 16;
mã băm int công khai ()
boolean cuối cùng công khai được khởi tạo ()
công khai tĩnh RewriterConfig phân tích cú phápDelimitedFrom (đầu vào InputStream, com.google.protobuf.ExtensionRegistryLite ExtensionRegistry)
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public static RewriterConfig parsFrom (Dữ liệu ByteBuffer, com.google.protobuf.ExtensionRegistryLite ExtensionRegistry)
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phân tích cú pháp RewriterConfig tĩnh công khai (đầu vào com.google.protobuf.CodedInputStream)
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công khai tĩnh RewriterConfig phân tích cú phápFrom (dữ liệu byte[], com.google.protobuf.ExtensionRegistryLite ExtensionRegistry)
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Giao thức đệm ngoại lệ không hợp lệ |
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phân tích cú pháp RewriterConfig tĩnh công khaiTừ (dữ liệu ByteBuffer)
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Giao thức đệm ngoại lệ không hợp lệ |
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tĩnh công khai RewriterConfig phân tích cú phápFrom (đầu vào com.google.protobuf.CodedInputStream, com.google.protobuf.ExtensionRegistryLite ExtensionRegistry)
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phân tích cú pháp RewriterConfig tĩnh công khai (dữ liệu com.google.protobuf.ByteString)
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Giao thức đệm ngoại lệ không hợp lệ |
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tĩnh công khai RewriterConfig phân tích cú phápFrom (đầu vào InputStream, com.google.protobuf.ExtensionRegistryLite ExtensionRegistry)
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IOException |
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tĩnh công khai RewriterConfig phân tích cú phápFrom (dữ liệu com.google.protobuf.ByteString, com.google.protobuf.ExtensionRegistryLite ExtensionRegistry)
Ném
Giao thức đệm ngoại lệ không hợp lệ |
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công cộng tĩnh trình phân tích cú pháp ()
public void writeTo (đầu ra com.google.protobuf.CodedOutputStream)
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