Package org.platanios.tensorflow.proto

Interface RunOptions.ExperimentalOrBuilder

  • All Superinterfaces:
    com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder
    All Known Implementing Classes:
    RunOptions.Experimental, RunOptions.Experimental.Builder
    Enclosing class:
    RunOptions
    public static interface RunOptions.ExperimentalOrBuilder
extends com.google.protobuf.MessageOrBuilder

    • Method Summary

      All Methods Instance Methods Abstract Methods 
      Modifier and Type Method Description
      long getCollectiveGraphKey()
      If non-zero, declares that this graph is going to use collective ops and must synchronize step_ids with any other graph with this same group_key value (in a distributed computation where tasks run disjoint graphs).
      RunOptions.Experimental.RunHandlerPoolOptions getRunHandlerPoolOptions()
      .org.platanios.tensorflow.proto.RunOptions.Experimental.RunHandlerPoolOptions run_handler_pool_options = 3;
      RunOptions.Experimental.RunHandlerPoolOptionsOrBuilder getRunHandlerPoolOptionsOrBuilder()
      .org.platanios.tensorflow.proto.RunOptions.Experimental.RunHandlerPoolOptions run_handler_pool_options = 3;
      boolean getUseRunHandlerPool()
      If true, then operations (using the inter-op pool) across all session::run() calls will be centrally scheduled, optimizing for (median and tail) latency.
      boolean hasRunHandlerPoolOptions()
      .org.platanios.tensorflow.proto.RunOptions.Experimental.RunHandlerPoolOptions run_handler_pool_options = 3;

      • 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

      • getCollectiveGraphKey

        long getCollectiveGraphKey()
         If non-zero, declares that this graph is going to use collective
 ops and must synchronize step_ids with any other graph with this
 same group_key value (in a distributed computation where tasks
 run disjoint graphs).
        int64 collective_graph_key = 1;
        Returns:
        The collectiveGraphKey.

      • getUseRunHandlerPool

        boolean getUseRunHandlerPool()
         If true, then operations (using the inter-op pool) across all
 session::run() calls will be centrally scheduled, optimizing for (median
 and tail) latency.
 Consider using this option for CPU-bound workloads like inference.
        bool use_run_handler_pool = 2;
        Returns:
        The useRunHandlerPool.

      • hasRunHandlerPoolOptions

        boolean hasRunHandlerPoolOptions()
        .org.platanios.tensorflow.proto.RunOptions.Experimental.RunHandlerPoolOptions run_handler_pool_options = 3;
        Returns:
        Whether the runHandlerPoolOptions field is set.

      • getRunHandlerPoolOptions

        RunOptions.Experimental.RunHandlerPoolOptions getRunHandlerPoolOptions()
        .org.platanios.tensorflow.proto.RunOptions.Experimental.RunHandlerPoolOptions run_handler_pool_options = 3;
        Returns:
        The runHandlerPoolOptions.