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Diego de Las Casas
37 lines
1.2 KiB
Bash
Executable File
37 lines
1.2 KiB
Bash
Executable File
#!/bin/sh
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# Copyright 2019 Deepmind Technologies Limited.
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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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set -e
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echo "downloading checkpoints from GCP"
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iodine/download_checkpoints.sh
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python3 -m venv iodine_venv
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source iodine_venv/bin/activate
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pip3 install --upgrade setuptools wheel
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pip3 install -r iodine/requirements.txt
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# Get some fake data and put it where the real multi_objects_dataset files live.
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mkdir -p iodine/multi_object_datasets
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cp iodine/test_data/tetrominoes_mini.tfrecords iodine/multi_object_datasets/tetrominoes_train.tfrecords
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# Run training with a cut down size.
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python3 -m iodine.main \
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-f with tetrominoes \
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data.shuffle_buffer=2 \
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data.batch_size=2 \
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n_z=4 \
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num_components=3 \
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stop_after_steps=11
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