wehub-resource-sync
60 lines
1.6 KiB
Python
60 lines
1.6 KiB
Python
# Copyright (c) 2020 PaddlePaddle Authors. All Rights Reserved.
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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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import sys
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sys.path.append("..")
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import paddle
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from legacy_test.parallel_dygraph_sparse_embedding import (
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SimpleNet,
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TestSparseEmbedding,
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fake_sample_reader,
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)
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from legacy_test.test_dist_base import runtime_main
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# global configs
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# using small `vocab_size` to test rows number over height
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batch_size = 4
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batch_num = 200
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hidden_size = 10
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vocab_size = 10
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num_steps = 3
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init_scale = 0.1
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class TestSparseEmbeddingOverHeight(TestSparseEmbedding):
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def get_model(self):
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model = SimpleNet(
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hidden_size=hidden_size,
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vocab_size=vocab_size,
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num_steps=num_steps,
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init_scale=init_scale,
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is_sparse=True,
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)
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train_reader = paddle.batch(
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fake_sample_reader(), batch_size=batch_size, drop_last=True
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)
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optimizer = paddle.optimizer.SGD(
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learning_rate=0.001, parameters=model.parameters()
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)
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return model, train_reader, optimizer
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if __name__ == "__main__":
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runtime_main(TestSparseEmbeddingOverHeight)
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