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133 lines
6.0 KiB
133 lines
6.0 KiB
/* |
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* Copyright (C) 2017 The Android Open Source Project |
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* |
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* Licensed under the Apache License, Version 2.0 (the "License"); |
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* you may not use this file except in compliance with the License. |
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* You may obtain a copy of the License at |
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* |
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* http://www.apache.org/licenses/LICENSE-2.0 |
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* |
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* Unless required by applicable law or agreed to in writing, software |
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* distributed under the License is distributed on an "AS IS" BASIS, |
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* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. |
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* See the License for the specific language governing permissions and |
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* limitations under the License. |
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*/ |
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#include "smartselect/model-params.h" |
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#include "common/memory_image/memory-image-reader.h" |
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namespace libtextclassifier { |
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using nlp_core::EmbeddingNetworkProto; |
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using nlp_core::MemoryImageReader; |
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ModelParams* ModelParamsBuilder( |
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const void* start, uint64 num_bytes, |
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std::shared_ptr<EmbeddingParams> external_embedding_params) { |
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MemoryImageReader<EmbeddingNetworkProto> reader(start, num_bytes); |
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ModelOptions model_options; |
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auto model_options_extension_id = model_options_in_embedding_network_proto; |
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if (reader.trimmed_proto().HasExtension(model_options_extension_id)) { |
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model_options = |
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reader.trimmed_proto().GetExtension(model_options_extension_id); |
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} |
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FeatureProcessorOptions feature_processor_options; |
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auto feature_processor_extension_id = |
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feature_processor_options_in_embedding_network_proto; |
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if (reader.trimmed_proto().HasExtension(feature_processor_extension_id)) { |
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feature_processor_options = |
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reader.trimmed_proto().GetExtension(feature_processor_extension_id); |
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// If no tokenization codepoint config is present, tokenize on space. |
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if (feature_processor_options.tokenization_codepoint_config_size() == 0) { |
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TokenizationCodepointRange* config; |
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// New line character. |
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config = feature_processor_options.add_tokenization_codepoint_config(); |
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config->set_start(10); |
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config->set_end(11); |
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config->set_role(TokenizationCodepointRange::WHITESPACE_SEPARATOR); |
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// Space character. |
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config = feature_processor_options.add_tokenization_codepoint_config(); |
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config->set_start(32); |
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config->set_end(33); |
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config->set_role(TokenizationCodepointRange::WHITESPACE_SEPARATOR); |
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} |
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} else { |
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return nullptr; |
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} |
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SelectionModelOptions selection_options; |
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auto selection_options_extension_id = |
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selection_model_options_in_embedding_network_proto; |
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if (reader.trimmed_proto().HasExtension(selection_options_extension_id)) { |
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selection_options = |
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reader.trimmed_proto().GetExtension(selection_options_extension_id); |
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} else { |
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// Default values when SelectionModelOptions is not present. |
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for (const auto codepoint_pair : std::vector<std::pair<int, int>>( |
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{{33, 35}, {37, 39}, {42, 42}, {44, 47}, |
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{58, 59}, {63, 64}, {91, 93}, {95, 95}, |
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{123, 123}, {125, 125}, {161, 161}, {171, 171}, |
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{183, 183}, {187, 187}, {191, 191}, {894, 894}, |
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{903, 903}, {1370, 1375}, {1417, 1418}, {1470, 1470}, |
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{1472, 1472}, {1475, 1475}, {1478, 1478}, {1523, 1524}, |
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{1548, 1549}, {1563, 1563}, {1566, 1567}, {1642, 1645}, |
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{1748, 1748}, {1792, 1805}, {2404, 2405}, {2416, 2416}, |
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{3572, 3572}, {3663, 3663}, {3674, 3675}, {3844, 3858}, |
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{3898, 3901}, {3973, 3973}, {4048, 4049}, {4170, 4175}, |
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{4347, 4347}, {4961, 4968}, {5741, 5742}, {5787, 5788}, |
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{5867, 5869}, {5941, 5942}, {6100, 6102}, {6104, 6106}, |
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{6144, 6154}, {6468, 6469}, {6622, 6623}, {6686, 6687}, |
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{8208, 8231}, {8240, 8259}, {8261, 8273}, {8275, 8286}, |
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{8317, 8318}, {8333, 8334}, {9001, 9002}, {9140, 9142}, |
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{10088, 10101}, {10181, 10182}, {10214, 10219}, {10627, 10648}, |
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{10712, 10715}, {10748, 10749}, {11513, 11516}, {11518, 11519}, |
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{11776, 11799}, {11804, 11805}, {12289, 12291}, {12296, 12305}, |
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{12308, 12319}, {12336, 12336}, {12349, 12349}, {12448, 12448}, |
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{12539, 12539}, {64830, 64831}, {65040, 65049}, {65072, 65106}, |
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{65108, 65121}, {65123, 65123}, {65128, 65128}, {65130, 65131}, |
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{65281, 65283}, {65285, 65290}, {65292, 65295}, {65306, 65307}, |
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{65311, 65312}, {65339, 65341}, {65343, 65343}, {65371, 65371}, |
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{65373, 65373}, {65375, 65381}, {65792, 65793}, {66463, 66463}, |
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{68176, 68184}})) { |
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for (int i = codepoint_pair.first; i <= codepoint_pair.second; i++) { |
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selection_options.add_punctuation_to_strip(i); |
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} |
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selection_options.set_strip_punctuation(true); |
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selection_options.set_enforce_symmetry(true); |
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selection_options.set_symmetry_context_size( |
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feature_processor_options.context_size() * 2); |
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} |
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} |
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SharingModelOptions sharing_options; |
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auto sharing_options_extension_id = |
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sharing_model_options_in_embedding_network_proto; |
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if (reader.trimmed_proto().HasExtension(sharing_options_extension_id)) { |
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sharing_options = |
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reader.trimmed_proto().GetExtension(sharing_options_extension_id); |
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} else { |
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// Default values when SharingModelOptions is not present. |
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sharing_options.set_always_accept_url_hint(true); |
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sharing_options.set_always_accept_email_hint(true); |
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} |
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if (!model_options.use_shared_embeddings()) { |
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std::shared_ptr<EmbeddingParams> embedding_params(new EmbeddingParams( |
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start, num_bytes, feature_processor_options.context_size())); |
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return new ModelParams(start, num_bytes, embedding_params, |
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selection_options, sharing_options, |
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feature_processor_options); |
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} else { |
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return new ModelParams( |
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start, num_bytes, std::move(external_embedding_params), |
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selection_options, sharing_options, feature_processor_options); |
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} |
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} |
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} // namespace libtextclassifier
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