# 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 util import download_file _base_model_url = 'http://data.mxnet.io/models/' _default_model_info = { 'imagenet1k-inception-bn': {'symbol':_base_model_url+'imagenet/inception-bn/Inception-BN-symbol.json', 'params':_base_model_url+'imagenet/inception-bn/Inception-BN-0126.params'}, 'imagenet1k-resnet-18': {'symbol':_base_model_url+'imagenet/resnet/18-layers/resnet-18-symbol.json', 'params':_base_model_url+'imagenet/resnet/18-layers/resnet-18-0000.params'}, 'imagenet1k-resnet-34': {'symbol':_base_model_url+'imagenet/resnet/34-layers/resnet-34-symbol.json', 'params':_base_model_url+'imagenet/resnet/34-layers/resnet-34-0000.params'}, 'imagenet1k-resnet-50': {'symbol':_base_model_url+'imagenet/resnet/50-layers/resnet-50-symbol.json', 'params':_base_model_url+'imagenet/resnet/50-layers/resnet-50-0000.params'}, 'imagenet1k-resnet-101': {'symbol':_base_model_url+'imagenet/resnet/101-layers/resnet-101-symbol.json', 'params':_base_model_url+'imagenet/resnet/101-layers/resnet-101-0000.params'}, 'imagenet1k-resnet-152': {'symbol':_base_model_url+'imagenet/resnet/152-layers/resnet-152-symbol.json', 'params':_base_model_url+'imagenet/resnet/152-layers/resnet-152-0000.params'}, 'imagenet1k-resnext-50': {'symbol':_base_model_url+'imagenet/resnext/50-layers/resnext-50-symbol.json', 'params':_base_model_url+'imagenet/resnext/50-layers/resnext-50-0000.params'}, 'imagenet1k-resnext-101': {'symbol':_base_model_url+'imagenet/resnext/101-layers/resnext-101-symbol.json', 'params':_base_model_url+'imagenet/resnext/101-layers/resnext-101-0000.params'}, 'imagenet1k-resnext-101-64x4d': {'symbol':_base_model_url+'imagenet/resnext/101-layers/resnext-101-64x4d-symbol.json', 'params':_base_model_url+'imagenet/resnext/101-layers/resnext-101-64x4d-0000.params'}, 'imagenet11k-resnet-152': {'symbol':_base_model_url+'imagenet-11k/resnet-152/resnet-152-symbol.json', 'params':_base_model_url+'imagenet-11k/resnet-152/resnet-152-0000.params'}, 'imagenet11k-place365ch-resnet-152': {'symbol':_base_model_url+'imagenet-11k-place365-ch/resnet-152-symbol.json', 'params':_base_model_url+'imagenet-11k-place365-ch/resnet-152-0000.params'}, 'imagenet11k-place365ch-resnet-50': {'symbol':_base_model_url+'imagenet-11k-place365-ch/resnet-50-symbol.json', 'params':_base_model_url+'imagenet-11k-place365-ch/resnet-50-0000.params'}, } def download_model(model_name, dst_dir='./', meta_info=None): if meta_info is None: meta_info = _default_model_info meta_info = dict(meta_info) if model_name not in meta_info: return (None, 0) if not os.path.isdir(dst_dir): os.mkdir(dst_dir) meta = dict(meta_info[model_name]) assert 'symbol' in meta, "missing symbol url" model_name = os.path.join(dst_dir, model_name) download_file(meta['symbol'], model_name+'-symbol.json') assert 'params' in meta, "mssing parameter file url" download_file(meta['params'], model_name+'-0000.params') return (model_name, 0)