syntax = "proto3";

package tensorflow;
// option cc_enable_arenas = true;

message GPUOptions {
  // A value between 0 and 1 that indicates what fraction of the
  // available GPU memory to pre-allocate for each process.  1 means
  // to pre-allocate all of the GPU memory, 0.5 means the process
  // allocates ~50% of the available GPU memory.
  double per_process_gpu_memory_fraction = 1;
};

// Session configuration parameters.
// The system picks an appropriate values for fields that are not set.
message ConfigProto {
  // Map from device type name (e.g., "CPU" or "GPU" ) to maximum
  // number of devices of that type to use.  If a particular device
  // type is not found in the map, the system picks an appropriate
  // number.
  map<string, int32> device_count = 1;

  // The execution of an individual op (for some op types) can be
  // parallelized on a pool of intra_op_parallelism_threads.
  // 0 means the system picks an appropriate number.
  int32 intra_op_parallelism_threads = 2;

  // Nodes that perform blocking operations are enqueued on a pool of
  // inter_op_parallelism_threads available in each process.
  //
  // 0 means the system picks an appropriate number.
  //
  // Note that the first Session created in the process sets the
  // number of threads for all future sessions.
  int32 inter_op_parallelism_threads = 5;

  // Assignment of Nodes to Devices is recomputed every placement_period
  // steps until the system warms up (at which point the recomputation
  // typically slows down automatically).
  int32 placement_period = 3;

  // When any filters are present sessions will ignore all devices which do not
  // match the filters. Each filter can be partially specified, e.g. "/job:ps"
  // "/job:worker/replica:3", etc.
  repeated string device_filters = 4;

  // Options that apply to all GPUs.
  GPUOptions gpu_options = 6;

  // Whether soft placement is allowed. If allow_soft_placement is true,
  // an op will be placed on CPU if
  //   1. there's no GPU implementation for the OP
  // or
  //   2. no GPU devices are known or registered
  // or
  //   3. need to co-locate with reftype input(s) which are from CPU.
  bool allow_soft_placement = 7;

  // Whether device placements should be logged.
  bool log_device_placement = 8;
};