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mutator.proto
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mutator.proto
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// Copyright 2020 The Google Research Authors.
//
// 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.
// ProtoBestPractices: ignore
syntax = "proto2";
package automl_zero;
enum MutationType {
// Modifies a single parameter within one instruction. Does not change the op.
ALTER_PARAM_MUTATION_TYPE = 0;
// Randomizes an instruction, including its op.
RANDOMIZE_INSTRUCTION_MUTATION_TYPE = 1;
// Randomizes a whole component function, preserving its size.
RANDOMIZE_COMPONENT_FUNCTION_MUTATION_TYPE = 2;
// Does nothing. Useful for debugging.
IDENTITY_MUTATION_TYPE = 3;
// Inserts an instruction in a component function.
INSERT_INSTRUCTION_MUTATION_TYPE = 4;
// Removes a mutation.
REMOVE_INSTRUCTION_MUTATION_TYPE = 5;
// Removes a mutation and inserts another.
TRADE_INSTRUCTION_MUTATION_TYPE = 6;
// Randomizes all component functions.
RANDOMIZE_ALGORITHM_MUTATION_TYPE = 7;
};
message MutationTypeList {
// Must be non-empty.
repeated MutationType mutation_types = 1;
}