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tensorflow :: ops :: SparseConditionalAccumulator
#include <data_flow_ops.h>
Um acumulador condicional para agregar gradientes esparsos.
Resumo
O acumulador aceita gradientes marcados com local_step maior ou igual ao global_step mais recente conhecido pelo acumulador. A média pode ser extraída do acumulador, desde que gradientes suficientes tenham sido acumulados. Extrair a média redefine automaticamente o agregado para 0 e incrementa o global_step registrado pelo acumulador.
Argumentos:
- escopo: um objeto Scope
- dtype: o tipo de valor que está sendo acumulado.
- forma: a forma dos valores.
Atributos opcionais (consulte Attrs
):
- container: Se não estiver vazio, este acumulador é colocado em um determinado container. Caso contrário, um contêiner padrão é usado.
- shared_name: Se não estiver vazio, este acumulador será compartilhado com o nome fornecido em várias sessões.
Retorna:
-
Output
: A alça para o acumulador.
Atributos públicos
Funções públicas
SparseConditionalAccumulator
SparseConditionalAccumulator(
const ::tensorflow::Scope & scope,
DataType dtype,
PartialTensorShape shape
)
nó
::tensorflow::Node * node() const
operator::tensorflow::Input() const
operador :: tensorflow :: Saída
operator::tensorflow::Output() const
Funções estáticas públicas
Recipiente
Attrs Container(
StringPiece x
)
ReductionType
Attrs ReductionType(
StringPiece x
)
SharedName
Attrs SharedName(
StringPiece x
)
Exceto em caso de indicação contrária, o conteúdo desta página é licenciado de acordo com a Licença de atribuição 4.0 do Creative Commons, e as amostras de código são licenciadas de acordo com a Licença Apache 2.0. Para mais detalhes, consulte as políticas do site do Google Developers. Java é uma marca registrada da Oracle e/ou afiliadas.
Última atualização 2020-04-20 UTC.
[null,null,["Última atualização 2020-04-20 UTC."],[],[],null,["# tensorflow::ops::SparseConditionalAccumulator Class Reference\n\ntensorflow::ops::SparseConditionalAccumulator\n=============================================\n\n`#include \u003cdata_flow_ops.h\u003e`\n\nA conditional accumulator for aggregating sparse gradients.\n\nSummary\n-------\n\nThe accumulator accepts gradients marked with local_step greater or equal to the most recent global_step known to the accumulator. The average can be extracted from the accumulator, provided sufficient gradients have been accumulated. Extracting the average automatically resets the aggregate to 0, and increments the global_step recorded by the accumulator.\n\nArguments:\n\n- scope: A [Scope](/versions/r2.1/api_docs/cc/class/tensorflow/scope#classtensorflow_1_1_scope) object\n- dtype: The type of the value being accumulated.\n- shape: The shape of the values.\n\n\u003cbr /\u003e\n\nOptional attributes (see [Attrs](/versions/r2.1/api_docs/cc/struct/tensorflow/ops/sparse-conditional-accumulator/attrs#structtensorflow_1_1ops_1_1_sparse_conditional_accumulator_1_1_attrs)):\n\n- container: If non-empty, this accumulator is placed in the given container. Otherwise, a default container is used.\n- shared_name: If non-empty, this accumulator will be shared under the given name across multiple sessions.\n\n\u003cbr /\u003e\n\nReturns:\n\n- [Output](/versions/r2.1/api_docs/cc/class/tensorflow/output#classtensorflow_1_1_output): The handle to the accumulator.\n\n\u003cbr /\u003e\n\n| ### Constructors and Destructors ||\n|---|---|\n| [SparseConditionalAccumulator](#classtensorflow_1_1ops_1_1_sparse_conditional_accumulator_1a4133d47c6e15c4a9aeefec18ecdcec8e)`(const ::`[tensorflow::Scope](/versions/r2.1/api_docs/cc/class/tensorflow/scope#classtensorflow_1_1_scope)` & scope, DataType dtype, PartialTensorShape shape)` ||\n| [SparseConditionalAccumulator](#classtensorflow_1_1ops_1_1_sparse_conditional_accumulator_1accae7d9bc21410b017b23f3274a9bb5c)`(const ::`[tensorflow::Scope](/versions/r2.1/api_docs/cc/class/tensorflow/scope#classtensorflow_1_1_scope)` & scope, DataType dtype, PartialTensorShape shape, const `[SparseConditionalAccumulator::Attrs](/versions/r2.1/api_docs/cc/struct/tensorflow/ops/sparse-conditional-accumulator/attrs#structtensorflow_1_1ops_1_1_sparse_conditional_accumulator_1_1_attrs)` & attrs)` ||\n\n| ### Public attributes ||\n|------------------------------------------------------------------------------------------------------------|---------------------------------------------------------------------------------------------------------|\n| [handle](#classtensorflow_1_1ops_1_1_sparse_conditional_accumulator_1ae254a334398940972605109db3c7954d) | `::`[tensorflow::Output](/versions/r2.1/api_docs/cc/class/tensorflow/output#classtensorflow_1_1_output) |\n| [operation](#classtensorflow_1_1ops_1_1_sparse_conditional_accumulator_1ad8d5c853cb09f54c21878ddca9b9f600) | [Operation](/versions/r2.1/api_docs/cc/class/tensorflow/operation#classtensorflow_1_1_operation) |\n\n| ### Public functions ||\n|------------------------------------------------------------------------------------------------------------------------------------------|------------------------|\n| [node](#classtensorflow_1_1ops_1_1_sparse_conditional_accumulator_1aba524ddfd366dcef3f9dd99bcb7b5c7d)`() const ` | `::tensorflow::Node *` |\n| [operator::tensorflow::Input](#classtensorflow_1_1ops_1_1_sparse_conditional_accumulator_1a5e355e5910304b5edd44ef6a51abd472)`() const ` | ` ` ` ` |\n| [operator::tensorflow::Output](#classtensorflow_1_1ops_1_1_sparse_conditional_accumulator_1a39a61597615354b5d7b73dd9a23cdc8b)`() const ` | ` ` ` ` |\n\n| ### Public static functions ||\n|---------------------------------------------------------------------------------------------------------------------------------|---------------------------------------------------------------------------------------------------------------------------------------------------------------------|\n| [Container](#classtensorflow_1_1ops_1_1_sparse_conditional_accumulator_1a1600abd8fa3fea5d2d36ccd67de401c7)`(StringPiece x)` | [Attrs](/versions/r2.1/api_docs/cc/struct/tensorflow/ops/sparse-conditional-accumulator/attrs#structtensorflow_1_1ops_1_1_sparse_conditional_accumulator_1_1_attrs) |\n| [ReductionType](#classtensorflow_1_1ops_1_1_sparse_conditional_accumulator_1a280e4c1312be92c2d72875d9cbb6bb80)`(StringPiece x)` | [Attrs](/versions/r2.1/api_docs/cc/struct/tensorflow/ops/sparse-conditional-accumulator/attrs#structtensorflow_1_1ops_1_1_sparse_conditional_accumulator_1_1_attrs) |\n| [SharedName](#classtensorflow_1_1ops_1_1_sparse_conditional_accumulator_1aa7defbdbb0837b0af6dc7fb714603e50)`(StringPiece x)` | [Attrs](/versions/r2.1/api_docs/cc/struct/tensorflow/ops/sparse-conditional-accumulator/attrs#structtensorflow_1_1ops_1_1_sparse_conditional_accumulator_1_1_attrs) |\n\n| ### Structs ||\n|-----------------------------------------------------------------------------------------------------------------------------------------------|----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------|\n| [tensorflow::ops::SparseConditionalAccumulator::Attrs](/versions/r2.1/api_docs/cc/struct/tensorflow/ops/sparse-conditional-accumulator/attrs) | Optional attribute setters for [SparseConditionalAccumulator](/versions/r2.1/api_docs/cc/class/tensorflow/ops/sparse-conditional-accumulator#classtensorflow_1_1ops_1_1_sparse_conditional_accumulator). |\n\nPublic attributes\n-----------------\n\n### handle\n\n```text\n::tensorflow::Output handle\n``` \n\n### operation\n\n```text\nOperation operation\n``` \n\nPublic functions\n----------------\n\n### SparseConditionalAccumulator\n\n```gdscript\n SparseConditionalAccumulator(\n const ::tensorflow::Scope & scope,\n DataType dtype,\n PartialTensorShape shape\n)\n``` \n\n### SparseConditionalAccumulator\n\n```gdscript\n SparseConditionalAccumulator(\n const ::tensorflow::Scope & scope,\n DataType dtype,\n PartialTensorShape shape,\n const SparseConditionalAccumulator::Attrs & attrs\n)\n``` \n\n### node\n\n```gdscript\n::tensorflow::Node * node() const \n``` \n\n### operator::tensorflow::Input\n\n```gdscript\n operator::tensorflow::Input() const \n``` \n\n### operator::tensorflow::Output\n\n```gdscript\n operator::tensorflow::Output() const \n``` \n\nPublic static functions\n-----------------------\n\n### Container\n\n```text\nAttrs Container(\n StringPiece x\n)\n``` \n\n### ReductionType\n\n```text\nAttrs ReductionType(\n StringPiece x\n)\n``` \n\n### SharedName\n\n```text\nAttrs SharedName(\n StringPiece x\n)\n```"]]