mindspore-mindinsight/mindinsight/debugger/proto/debug_grpc.proto

/**
 * Copyright 2020 Huawei Technologies Co., Ltd
 *
 * 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.
 */

syntax = "proto3";

package debugger;

import "mindinsight/debugger/proto/ms_graph.proto";


service EventListener {
  rpc WaitCMD (Metadata) returns (EventReply) {};
  rpc SendMetadata (Metadata) returns (EventReply) {};
  rpc SendGraph (stream Chunk) returns (EventReply) {};
  rpc SendTensors (stream TensorProto) returns (EventReply) {};
  rpc SendWatchpointHits (stream WatchpointHit) returns (EventReply) {};
  rpc SendMultiGraphs (stream Chunk) returns (EventReply) {};
}

message Metadata {
  string device_name = 1;
  int32 cur_step = 2;
  // define the backend is 'GPU' or 'Ascend'
  string backend = 3;
  // the full name of current node
  string cur_node = 4;
  // check if training is done.
  bool training_done = 5;
  // the number of total graphs
  int32 graph_num = 6;
}

message Chunk {
    bytes buffer = 1;
    bool finished = 2;
}

message EventReply {
  enum Status {
    OK = 0;
    FAILED = 1;
    PENDING = 2;
  }

  Status status = 1;

  oneof cmd {
    bool exit = 2;
    RunCMD run_cmd = 3;
    SetCMD set_cmd = 4;
    ViewCMD view_cmd = 5;
  }
}

message RunCMD {
    // step level or node level.  "step", "node" or "recheck".
    string run_level = 1;
    oneof cmd {
        int32 run_steps = 2;
        // the next node full name
        string node_name = 3;
    }
}

message SetCMD {
  repeated WatchNode watch_nodes = 1;
  WatchCondition watch_condition = 2;
  bool delete = 3;
  int32 id = 4;
}

message ViewCMD {
  repeated TensorProto tensors = 1;
}

message WatchCondition {
  enum Condition {
    nan = 0;
    inf = 1;
    overflow = 2;
    max_gt = 3;
    max_lt = 4;
    min_gt = 5;
    min_lt = 6;
    max_min_gt = 7;
    max_min_lt = 8;
    mean_gt = 9;
    mean_lt = 10;
    sd_gt = 11;
    sd_lt = 12;
    tensor_general_overflow = 13;
    tensor_initialization = 14;
    tensor_too_large = 15;
    tensor_too_small = 16;
    tensor_all_zero = 17;
    tensor_change_too_large = 18;
    tensor_change_too_small = 19;
    tensor_not_changed = 20;
  }
  Condition condition = 1;
  float value = 2;
  message Parameter {
    string name = 1;
    bool disabled = 2;
    double value = 3;
    bool hit = 4;  // Whether this parameter is hit when checking tensor.
  }
  // The ID 3 has been used on the mindspore side repeated bool include=3, so skip 3 for backward compatibility.
  repeated Parameter params = 4;
}

message WatchNode {
  string node_name = 1;
  string node_type = 2;
}

message WatchpointHit {
  TensorProto tensor = 1;
  WatchCondition watch_condition = 2;
  int32 id = 3;
}