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21 lines
619 B
Python
21 lines
619 B
Python
from __future__ import division, print_function, absolute_import
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import CDTools
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from matplotlib import pyplot as plt
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# First, we load an example dataset from a .cxi file
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filename = 'example_data/lab_ptycho_data.cxi'
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dataset = CDTools.datasets.Ptycho2DDataset.from_cxi(filename)
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# Next, we create a ptychography model from the dataset
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model = CDTools.models.SimplePtycho.from_dataset(dataset)
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# Now, we run a short reconstruction from the dataset!
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for i, loss in enumerate(model.Adam_optimize(10, dataset)):
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print(i, loss)
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# Finally, we plot the results
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model.inspect(dataset)
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model.compare(dataset)
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plt.show()
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