cavis/libnd4j/include/graph/scheme/uigraphstatic.fbs

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/*******************************************************************************
* Copyright (c) 2015-2019 Skymind, Inc.
*
* This program and the accompanying materials are made available under the
* terms of the Apache License, Version 2.0 which is available at
* https://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.
*
* SPDX-License-Identifier: Apache-2.0
******************************************************************************/
include "utils.fbs"; //For: IntPair
include "variable.fbs"; //For: VarType
include "array.fbs"; //For: DataType
namespace nd4j.graph;
enum UIInfoType:byte {
GRAPH_STRUCTURE,
SYTEM_INFO,
START_EVENTS //An enum that means "we're done encoding static info, hereafter log contains only event pairs"
}
//Used only as a type/information header, so we know what to expect next (and hence how to decode it)
table UIStaticInfoRecord {
infoType:UIInfoType;
}
table UISystemInfo {
//TODO - standard hardware information: CPU, GPU(s), total memory, etc.
// Also software info.
physicalCores:int;
}
//A representation of the graph structure for visual rendering
table UIGraphStructure {
inputs:[string];
inputsPair:[IntPair];
outputs:[string];
variables:[UIVariable];
ops:[UIOp];
}
table UIVariable {
id:IntPair; //Existing IntPair class
name:string;
type:VarType; //Use existing VarType: VARIABLE, CONSTANT, ARRAY, PLACEHOLDER
datatype:DType;
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shape:[long];
controlDeps:[string]; //Input control dependencies: variable x -> this
outputOfOp:string; //Null for placeholders/constants. For array type SDVariables, the name of the op it's an output of
inputsForOp:[string]; //Used as input for specific op. Mainly for quick lookup on front end
controlDepsForOp:[string]; //if a op control dependency (x -> opY) exists, then "opY" will be in this list
controlDepsForVar:[string]; //if a variable control dependency (x -> varY) exists, then "varY" will be in this list
gradientVariable:string; //Variable (if any) corresponding to gradient of this variable
uiLabelExtra:string; //Optional extra information (line(s)) to show in UI for variable label
constantValue:FlatArray; //Array for the constant, usually for displaying scalars. May not be encoded for larger constants
}
table UIOp {
name:string; //Unique name of this specific op
opName:string; //Name of the op ("linspace", "add" etc)
inputs:[string]; //Name of input variables
outputs:[string]; //Name of output variables
controlDeps:[string]; //Name of control dependencies
uiLabelExtra:string; //Optional extra information (line(s)) to show in UI for op label. Example: frame for enter/exit ops
}