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

/*******************************************************************************
 * 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;
	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
}