Package org.platanios.tensorflow.proto

Interface OptimizerOptionsOrBuilder

  • All Superinterfaces:
    com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder
    All Known Implementing Classes:
    OptimizerOptions, OptimizerOptions.Builder
    public interface OptimizerOptionsOrBuilder
extends com.google.protobuf.MessageOrBuilder

    • Method Summary

      All Methods Instance Methods Abstract Methods 
      Modifier and Type Method Description
      boolean getDoCommonSubexpressionElimination()
      If true, optimize the graph using common subexpression elimination.
      boolean getDoConstantFolding()
      If true, perform constant folding optimization on the graph.
      boolean getDoFunctionInlining()
      If true, perform function inlining on the graph.
      OptimizerOptions.GlobalJitLevel getGlobalJitLevel()
      .org.platanios.tensorflow.proto.OptimizerOptions.GlobalJitLevel global_jit_level = 5;
      int getGlobalJitLevelValue()
      .org.platanios.tensorflow.proto.OptimizerOptions.GlobalJitLevel global_jit_level = 5;
      long getMaxFoldedConstantInBytes()
      Constant folding optimization replaces tensors whose values can be predetermined, with constant nodes.
      OptimizerOptions.Level getOptLevel()
      Overall optimization level.
      int getOptLevelValue()
      Overall optimization level.

      • Methods inherited from interface com.google.protobuf.MessageLiteOrBuilder

        isInitialized

      • Methods inherited from interface com.google.protobuf.MessageOrBuilder

        findInitializationErrors, getAllFields, getDefaultInstanceForType, getDescriptorForType, getField, getInitializationErrorString, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof

    • Method Detail

      • getDoCommonSubexpressionElimination

        boolean getDoCommonSubexpressionElimination()
         If true, optimize the graph using common subexpression elimination.
        bool do_common_subexpression_elimination = 1;
        Returns:
        The doCommonSubexpressionElimination.

      • getDoConstantFolding

        boolean getDoConstantFolding()
         If true, perform constant folding optimization on the graph.
        bool do_constant_folding = 2;
        Returns:
        The doConstantFolding.

      • getMaxFoldedConstantInBytes

        long getMaxFoldedConstantInBytes()
         Constant folding optimization replaces tensors whose values can be
 predetermined, with constant nodes. To avoid inserting too large constants,
 the size of each constant created can be limited. If this value is zero, a
 default limit of 10 MiB will be applied. If constant folding optimization
 is disabled, this value is ignored.
        int64 max_folded_constant_in_bytes = 6;
        Returns:
        The maxFoldedConstantInBytes.

      • getDoFunctionInlining

        boolean getDoFunctionInlining()
         If true, perform function inlining on the graph.
        bool do_function_inlining = 4;
        Returns:
        The doFunctionInlining.

      • getOptLevelValue

        int getOptLevelValue()
         Overall optimization level. The actual optimizations applied will be the
 logical OR of the flags that this level implies and any flags already set.
        .org.platanios.tensorflow.proto.OptimizerOptions.Level opt_level = 3;
        Returns:
        The enum numeric value on the wire for optLevel.

      • getOptLevel

        OptimizerOptions.Level getOptLevel()
         Overall optimization level. The actual optimizations applied will be the
 logical OR of the flags that this level implies and any flags already set.
        .org.platanios.tensorflow.proto.OptimizerOptions.Level opt_level = 3;
        Returns:
        The optLevel.

      • getGlobalJitLevelValue

        int getGlobalJitLevelValue()
        .org.platanios.tensorflow.proto.OptimizerOptions.GlobalJitLevel global_jit_level = 5;
        Returns:
        The enum numeric value on the wire for globalJitLevel.

      • getGlobalJitLevel

        OptimizerOptions.GlobalJitLevel getGlobalJitLevel()
        .org.platanios.tensorflow.proto.OptimizerOptions.GlobalJitLevel global_jit_level = 5;
        Returns:
        The globalJitLevel.