/******************************************************************************* * Copyright (c) 2015-2018 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 ******************************************************************************/ namespace nd4j.graph; enum ProfilingMode:byte { NONE, // no checks for Z values NAN_PANIC, // reporting nodes with NaN values in Z INF_PANIC, // reporting nodes with Inf values in Z ANY_PANIC, // reporting nodes with NaN/Inf values in Z } enum ExecutionMode:byte { SEQUENTIAL, // all operations will be executed sequentially STRICT, // all operations will be following device id for execution mode selection AUTO, // all operations that can be executed in parallel - will be executed in parallel } enum OutputMode:byte { IMPLICIT, // only final nodes of graph will be returned EXPLICIT, // only declared output fields EXPLICIT_AND_IMPLICIT, // both options enabled VARIABLE_SPACE, // whole content of VariableSpace will be returned back OPTIMIZED, // same as IMPLICIT + using in-place ops execution where possible } enum Direction:byte { FORWARD_ONLY, // inference pass FORWARD_AND_BACKWARD, // not implemented yet BACKWARD_ONLY, // not implemented yet } table FlatConfiguration { id:long; // id of the graph this configuration applies to executionMode:ExecutionMode; // current execution dmode profilingMode:ProfilingMode; // current profiling mode outputMode:OutputMode; // current output mode timestats:bool; // are we gathering time info. false by default footprintForward:long; // optional: amount of memory needed for FF pass footprintBackward:long; // optional: amount of memory needed for BP pass direction:Direction; // execution direction } root_type FlatConfiguration;