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* Adding checkpointing framework as well as mxnet checkpointing implementation. - MXNet checkpoint for each network is saved in a separate file. * Adding checkpoint restore for mxnet to graph-manager * Add unit-test for get_checkpoint_state() * Added match.group() to fix unit-test failing on CI * Added ONNX export support for MXNet
22 lines
973 B
Python
22 lines
973 B
Python
import pytest
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from rl_coach import utils
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@pytest.mark.unit_test
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def test_get_checkpoint_state_default():
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files = ['4.test.ckpt.ext', '2.test.ckpt.ext', '3.test.ckpt.ext', '1.test.ckpt.ext']
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checkpoint_state = utils.get_checkpoint_state(files)
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assert checkpoint_state.model_checkpoint_path == '4.test.ckpt'
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assert checkpoint_state.all_model_checkpoint_paths == [f[:-4] for f in sorted(files)]
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@pytest.mark.unit_test
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def test_get_checkpoint_state_custom():
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files = ['prefix.4.test.ckpt.ext', 'prefix.2.test.ckpt.ext', 'prefix.3.test.ckpt.ext', 'prefix.1.test.ckpt.ext']
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assert len(utils.get_checkpoint_state(files).all_model_checkpoint_paths) == 0 # doesn't match the default pattern
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checkpoint_state = utils.get_checkpoint_state(files, filename_pattern=r'([0-9]+)[^0-9].*?\.ckpt')
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assert checkpoint_state.model_checkpoint_path == '4.test.ckpt'
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assert checkpoint_state.all_model_checkpoint_paths == [f[7:-4] for f in sorted(files)]
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