/* ****************************************************************************** * * * 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. * * See the NOTICE file distributed with this work for additional * information regarding copyright ownership. * 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 "array.fbs"; include "utils.fbs"; include "properties.fbs"; namespace sd.graph; // this structure describes single operation within graph table FlatNode { id:int; // unique id for this node name:string; // literal id of this node (optional) opType:OpType; // type of this op opNum:long; // for custom ops that's field for hash, for all other (legacy XYZ ops) that's actually opNum (as defined in legacy_ops.h) properties:[FlatProperties]; // optional properties input:[int]; // ID's of input nodes for this node !!! only used if inputPaired in unset !!! inputPaired:[IntPair]; //list of input variables or nodes, in format of IntPair.first is node Id, IntPair.second is output index of the node output:[int]; // ID's of connected nodes for this node extraParams:[double]; // extra params for this op (if any) extraInteger:[long]; // optional integer extra params extraBools:[bool]; // optional boolean args dimensions:[int]; // optional dimension for this operation device:int; // default is -1, which means _auto_ // fields related to Scopes scope_id:int; // unique scope id, where this op belongs to scope_name:string; // literal scope id, where this op belongs to // Additional metadata for helping SameDiff deserialization outputNames:[string]; //Name of the SameDiff variable names corresponding to the outputs of this op opName:string; //Used to help resolving the class. In a few cases, multiple classes/opNames are mapped to same hash, and might have different config/properties/differentiability // output data types (optional) outputTypes:[DType]; //Scalar value - used for scalar ops. Should be single value only. scalar:FlatArray; //Control dependencies controlDeps:[string]; varControlDeps:[string]; controlDepFor:[string]; // DArgs extraTypes:[DType]; } root_type FlatNode;