GraphOptionsOrBuilder
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Known Indirect Subclasses
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Public Methods
public
abstract
long
getBuildCostModel
()
The number of steps to run before returning a cost model detailing
the memory usage and performance of each node of the graph. 0 means
no cost model.
int64 build_cost_model = 4;
public
abstract
long
getBuildCostModelAfter
()
The number of steps to skip before collecting statistics for the
cost model.
int64 build_cost_model_after = 9;
public
abstract
boolean
getEnableBfloat16Sendrecv
()
If true, transfer float values between processes as bfloat16.
bool enable_bfloat16_sendrecv = 7;
public
abstract
boolean
getEnableRecvScheduling
()
If true, use control flow to schedule the activation of Recv nodes.
(Currently ignored.)
bool enable_recv_scheduling = 2;
public
abstract
boolean
getInferShapes
()
Annotate each Node with Op output shape data, to the extent it can
be statically inferred.
bool infer_shapes = 5;
public
abstract
OptimizerOptions
getOptimizerOptions
()
Options controlling how graph is optimized.
.tensorflow.OptimizerOptions optimizer_options = 3;
Options controlling how graph is optimized.
.tensorflow.OptimizerOptions optimizer_options = 3;
public
abstract
boolean
getPlacePrunedGraph
()
Only place the subgraphs that are run, rather than the entire graph.
This is useful for interactive graph building, where one might
produce graphs that cannot be placed during the debugging
process. In particular, it allows the client to continue work in
a session after adding a node to a graph whose placement
constraints are unsatisfiable.
bool place_pruned_graph = 6;
public
abstract
RewriterConfig
getRewriteOptions
()
Options that control the type and amount of graph rewriting.
Not currently configurable via the public Python API (i.e. there is no API
stability guarantee if you import RewriterConfig explicitly).
.tensorflow.RewriterConfig rewrite_options = 10;
Options that control the type and amount of graph rewriting.
Not currently configurable via the public Python API (i.e. there is no API
stability guarantee if you import RewriterConfig explicitly).
.tensorflow.RewriterConfig rewrite_options = 10;
public
abstract
int
getTimelineStep
()
If > 0, record a timeline every this many steps.
EXPERIMENTAL: This currently has no effect in MasterSession.
int32 timeline_step = 8;
public
abstract
boolean
hasOptimizerOptions
()
Options controlling how graph is optimized.
.tensorflow.OptimizerOptions optimizer_options = 3;
public
abstract
boolean
hasRewriteOptions
()
Options that control the type and amount of graph rewriting.
Not currently configurable via the public Python API (i.e. there is no API
stability guarantee if you import RewriterConfig explicitly).
.tensorflow.RewriterConfig rewrite_options = 10;
Except as otherwise noted, the content of this page is licensed under the Creative Commons Attribution 4.0 License, and code samples are licensed under the Apache 2.0 License. For details, see the Google Developers Site Policies. Java is a registered trademark of Oracle and/or its affiliates.
Last updated 2021-11-29 UTC.
[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Missing the information I need","missingTheInformationINeed","thumb-down"],["Too complicated / too many steps","tooComplicatedTooManySteps","thumb-down"],["Out of date","outOfDate","thumb-down"],["Samples / code issue","samplesCodeIssue","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2021-11-29 UTC."],[],[],null,["# GraphOptionsOrBuilder\n\npublic interface **GraphOptionsOrBuilder** \n\n|---|---|---|\n| Known Indirect Subclasses [GraphOptions](/jvm/api_docs/java/org/tensorflow/proto/framework/GraphOptions), [GraphOptions.Builder](/jvm/api_docs/java/org/tensorflow/proto/framework/GraphOptions.Builder) |------------------------------------------------------------------------------------------------|-----------------------------------------| | [GraphOptions](/jvm/api_docs/java/org/tensorflow/proto/framework/GraphOptions) | Protobuf type `tensorflow.GraphOptions` | | [GraphOptions.Builder](/jvm/api_docs/java/org/tensorflow/proto/framework/GraphOptions.Builder) | Protobuf type `tensorflow.GraphOptions` | |||\n\n### Public Methods\n\n|-------------------------------------------------------------------------------------------------------------------|-----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|\n| abstract long | [getBuildCostModel](/jvm/api_docs/java/org/tensorflow/proto/framework/GraphOptionsOrBuilder#getBuildCostModel())() ``` The number of steps to run before returning a cost model detailing the memory usage and performance of each node of the graph. ``` |\n| abstract long | [getBuildCostModelAfter](/jvm/api_docs/java/org/tensorflow/proto/framework/GraphOptionsOrBuilder#getBuildCostModelAfter())() ``` The number of steps to skip before collecting statistics for the cost model. ``` |\n| abstract boolean | [getEnableBfloat16Sendrecv](/jvm/api_docs/java/org/tensorflow/proto/framework/GraphOptionsOrBuilder#getEnableBfloat16Sendrecv())() ``` If true, transfer float values between processes as bfloat16. ``` |\n| abstract boolean | [getEnableRecvScheduling](/jvm/api_docs/java/org/tensorflow/proto/framework/GraphOptionsOrBuilder#getEnableRecvScheduling())() ``` If true, use control flow to schedule the activation of Recv nodes. ``` |\n| abstract boolean | [getInferShapes](/jvm/api_docs/java/org/tensorflow/proto/framework/GraphOptionsOrBuilder#getInferShapes())() ``` Annotate each Node with Op output shape data, to the extent it can be statically inferred. ``` |\n| abstract [OptimizerOptions](/jvm/api_docs/java/org/tensorflow/proto/framework/OptimizerOptions) | [getOptimizerOptions](/jvm/api_docs/java/org/tensorflow/proto/framework/GraphOptionsOrBuilder#getOptimizerOptions())() ``` Options controlling how graph is optimized. ``` |\n| abstract [OptimizerOptionsOrBuilder](/jvm/api_docs/java/org/tensorflow/proto/framework/OptimizerOptionsOrBuilder) | [getOptimizerOptionsOrBuilder](/jvm/api_docs/java/org/tensorflow/proto/framework/GraphOptionsOrBuilder#getOptimizerOptionsOrBuilder())() ``` Options controlling how graph is optimized. ``` |\n| abstract boolean | [getPlacePrunedGraph](/jvm/api_docs/java/org/tensorflow/proto/framework/GraphOptionsOrBuilder#getPlacePrunedGraph())() ``` Only place the subgraphs that are run, rather than the entire graph. ``` |\n| abstract [RewriterConfig](/jvm/api_docs/java/org/tensorflow/proto/framework/RewriterConfig) | [getRewriteOptions](/jvm/api_docs/java/org/tensorflow/proto/framework/GraphOptionsOrBuilder#getRewriteOptions())() ``` Options that control the type and amount of graph rewriting. ``` |\n| abstract [RewriterConfigOrBuilder](/jvm/api_docs/java/org/tensorflow/proto/framework/RewriterConfigOrBuilder) | [getRewriteOptionsOrBuilder](/jvm/api_docs/java/org/tensorflow/proto/framework/GraphOptionsOrBuilder#getRewriteOptionsOrBuilder())() ``` Options that control the type and amount of graph rewriting. ``` |\n| abstract int | [getTimelineStep](/jvm/api_docs/java/org/tensorflow/proto/framework/GraphOptionsOrBuilder#getTimelineStep())() ``` If \u003e 0, record a timeline every this many steps. ``` |\n| abstract boolean | [hasOptimizerOptions](/jvm/api_docs/java/org/tensorflow/proto/framework/GraphOptionsOrBuilder#hasOptimizerOptions())() ``` Options controlling how graph is optimized. ``` |\n| abstract boolean | [hasRewriteOptions](/jvm/api_docs/java/org/tensorflow/proto/framework/GraphOptionsOrBuilder#hasRewriteOptions())() ``` Options that control the type and amount of graph rewriting. ``` |\n\nPublic Methods\n--------------\n\n#### public abstract long\n**getBuildCostModel**\n()\n\n\u003cbr /\u003e\n\n```\n The number of steps to run before returning a cost model detailing\n the memory usage and performance of each node of the graph. 0 means\n no cost model.\n \n```\n`int64 build_cost_model = 4;`\n\n\u003cbr /\u003e\n\n#### public abstract long\n**getBuildCostModelAfter**\n()\n\n\u003cbr /\u003e\n\n```\n The number of steps to skip before collecting statistics for the\n cost model.\n \n```\n`int64 build_cost_model_after = 9;`\n\n\u003cbr /\u003e\n\n#### public abstract boolean\n**getEnableBfloat16Sendrecv**\n()\n\n\u003cbr /\u003e\n\n```\n If true, transfer float values between processes as bfloat16.\n \n```\n`bool enable_bfloat16_sendrecv = 7;`\n\n\u003cbr /\u003e\n\n#### public abstract boolean\n**getEnableRecvScheduling**\n()\n\n\u003cbr /\u003e\n\n```\n If true, use control flow to schedule the activation of Recv nodes.\n (Currently ignored.)\n \n```\n`bool enable_recv_scheduling = 2;`\n\n\u003cbr /\u003e\n\n#### public abstract boolean\n**getInferShapes**\n()\n\n\u003cbr /\u003e\n\n```\n Annotate each Node with Op output shape data, to the extent it can\n be statically inferred.\n \n```\n`bool infer_shapes = 5;`\n\n\u003cbr /\u003e\n\n#### public abstract [OptimizerOptions](/jvm/api_docs/java/org/tensorflow/proto/framework/OptimizerOptions)\n**getOptimizerOptions**\n()\n\n\u003cbr /\u003e\n\n```\n Options controlling how graph is optimized.\n \n```\n`.tensorflow.OptimizerOptions optimizer_options = 3;`\n\n\u003cbr /\u003e\n\n#### public abstract [OptimizerOptionsOrBuilder](/jvm/api_docs/java/org/tensorflow/proto/framework/OptimizerOptionsOrBuilder)\n**getOptimizerOptionsOrBuilder**\n()\n\n\u003cbr /\u003e\n\n```\n Options controlling how graph is optimized.\n \n```\n`.tensorflow.OptimizerOptions optimizer_options = 3;`\n\n\u003cbr /\u003e\n\n#### public abstract boolean\n**getPlacePrunedGraph**\n()\n\n\u003cbr /\u003e\n\n```\n Only place the subgraphs that are run, rather than the entire graph.\n This is useful for interactive graph building, where one might\n produce graphs that cannot be placed during the debugging\n process. In particular, it allows the client to continue work in\n a session after adding a node to a graph whose placement\n constraints are unsatisfiable.\n \n```\n`bool place_pruned_graph = 6;`\n\n\u003cbr /\u003e\n\n#### public abstract [RewriterConfig](/jvm/api_docs/java/org/tensorflow/proto/framework/RewriterConfig)\n**getRewriteOptions**\n()\n\n\u003cbr /\u003e\n\n```\n Options that control the type and amount of graph rewriting.\n Not currently configurable via the public Python API (i.e. there is no API\n stability guarantee if you import RewriterConfig explicitly).\n \n```\n`.tensorflow.RewriterConfig rewrite_options = 10;`\n\n\u003cbr /\u003e\n\n#### public abstract [RewriterConfigOrBuilder](/jvm/api_docs/java/org/tensorflow/proto/framework/RewriterConfigOrBuilder)\n**getRewriteOptionsOrBuilder**\n()\n\n\u003cbr /\u003e\n\n```\n Options that control the type and amount of graph rewriting.\n Not currently configurable via the public Python API (i.e. there is no API\n stability guarantee if you import RewriterConfig explicitly).\n \n```\n`.tensorflow.RewriterConfig rewrite_options = 10;`\n\n\u003cbr /\u003e\n\n#### public abstract int\n**getTimelineStep**\n()\n\n\u003cbr /\u003e\n\n```\n If \u003e 0, record a timeline every this many steps.\n EXPERIMENTAL: This currently has no effect in MasterSession.\n \n```\n`int32 timeline_step = 8;`\n\n\u003cbr /\u003e\n\n#### public abstract boolean\n**hasOptimizerOptions**\n()\n\n\u003cbr /\u003e\n\n```\n Options controlling how graph is optimized.\n \n```\n`.tensorflow.OptimizerOptions optimizer_options = 3;`\n\n\u003cbr /\u003e\n\n#### public abstract boolean\n**hasRewriteOptions**\n()\n\n\u003cbr /\u003e\n\n```\n Options that control the type and amount of graph rewriting.\n Not currently configurable via the public Python API (i.e. there is no API\n stability guarantee if you import RewriterConfig explicitly).\n \n```\n`.tensorflow.RewriterConfig rewrite_options = 10;`\n\n\u003cbr /\u003e"]]
