| # |
| # Licensed to the Apache Software Foundation (ASF) under one |
| # or more contributor license agreements. See the NOTICE file |
| # distributed with this work for additional information |
| # regarding copyright ownership. The ASF licenses this file |
| # to you 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. |
| # |
| |
| |
| import os |
| from src.common.constant import Config |
| from src.search_space.core.space import SpaceWrapper |
| from src.query_api.query_api_img import ImgScoreQueryApi |
| |
| |
| def init_search_space(args) -> SpaceWrapper: |
| """ |
| :param args: |
| :param loapi: Local score API, records all scored arch, 101 use it to detect which arch is scored. |
| :return: |
| """ |
| |
| if args.search_space == Config.MLPSP: |
| from .mlp_api.space import MlpSpace |
| from .mlp_api.model_params import MlpMacroCfg |
| from .mlp_api.space import DEFAULT_LAYER_CHOICES_20, DEFAULT_LAYER_CHOICES_10 |
| print("[Singa] src/search_space/init_search_space.py config.MLPSP") |
| if args.hidden_choice_len == 10: |
| model_cfg = MlpMacroCfg( |
| args.nfield, |
| args.nfeat, |
| args.nemb, |
| args.num_layers, |
| args.num_labels, |
| DEFAULT_LAYER_CHOICES_10) |
| else: |
| model_cfg = MlpMacroCfg( |
| args.nfield, |
| args.nfeat, |
| args.nemb, |
| args.num_layers, |
| args.num_labels, |
| DEFAULT_LAYER_CHOICES_20) |
| |
| return MlpSpace(model_cfg) |
| else: |
| raise Exception |