# Copyright (c) Microsoft Corporation.
# Licensed under the MIT license.
from typing import Iterator, Mapping, Type, Optional, Tuple, List
import math
import copy
import random
import os
from overrides import overrides
from torch.utils.data.dataloader import DataLoader
from archai.common.common import logger
from archai.common.config import Config
from archai.nas.model_desc_builder import ModelDescBuilder
from archai.nas.arch_trainer import TArchTrainer
from archai.common.trainer import Trainer
from archai.nas.model_desc import CellType, ModelDesc
from archai.datasets import data
from archai.nas.model import Model
from archai.common.metrics import EpochMetrics, Metrics
from archai.common import utils
from archai.nas.finalizers import Finalizers
from archai.nas.searcher import Searcher, SearchResult
[docs]class ManualSearcher(Searcher):
[docs] @overrides
def search(self, conf_search:Config, model_desc_builder:Optional[ModelDescBuilder],
trainer_class:TArchTrainer, finalizers:Finalizers)->SearchResult:
# for manual search, we already have a model so no search result are returned
return SearchResult(None, None, None)