tensorboard-proto 0.5.7

/* Copyright 2019 The TensorFlow Authors. All Rights Reserved.

Licensed under the Apache License, Version 2.0 (the "License");
you may not use this file except in compliance with the License.
You may obtain a copy of the License at

    http://www.apache.org/licenses/LICENSE-2.0

Unless required by applicable law or agreed to in writing, software
distributed under the License is distributed on an "AS IS" BASIS,
WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
See the License for the specific language governing permissions and
limitations under the License.
==============================================================================*/

// Defines protos for storing a hypertuning experiment data inside Summary tags.
//
// A hypertuning-experiment data consists of metadata that's constant
// throughout the experiment and evolving metric data for each training session
// in the experiment. The HParams plugin assumes the following organization of
// this entire data set. Experiment metadata is recorded in the empty run in a
// tag (named by the Python constant) metadata.EXPERIMENT_TAG. Within the
// experiment, for a session named by <session_name> its metadata is recorded
// in the run <session_name> in the tags metadata.SESSION_START_INFO and
// metadata.SESSION_END_INFO. Finally, the session's metric data for a metric
// with a (<group>, <tag>) name (see MetricName in api.proto), is recorded
// in a Scalar-plugin summary with tag <tag> in the run <session_name><group>.

syntax = "proto3";

import "src/api.proto";
import "google/protobuf/struct.proto";

package tensorboardrs.hparam;

// HParam summaries created by `tensorboard.plugins.hparams.summary`
// module will include `SummaryMetadata` whose `plugin_data` field has
// as `content` a serialized HParamsPluginData message.
message HParamsPluginData {
  // The version of the plugin data schema.
  int32 version = 1;
  oneof data {
    Experiment experiment = 2;
    SessionStartInfo session_start_info = 3;
    SessionEndInfo session_end_info = 4;
  }
}

message SessionStartInfo {
  // A map describing the hyperparameter values for the session.
  // Maps each hyperparameter name to its value.
  // Currently only scalars are supported.
  map<string, google.protobuf.Value> hparams = 1;

  // A URI for where checkpoints are saved.
  string model_uri = 2;

  // An optional URL to a website monitoring the session.
  string monitor_url = 3;

  // The name of the session group containing this session. If empty, the
  // group name is taken to be the session id (so this session is the only
  // member of its group).
  string group_name = 4;

  // The time the session started in seconds since epoch.
  double start_time_secs = 5;
}

message SessionEndInfo {
  Status status = 1;

  // The time the session ended in seconds since epoch.
  double end_time_secs = 2;
}