20 lines
779 B
Python
20 lines
779 B
Python
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import tensorflow as tf
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class Logger(object):
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def __init__(self, log_dir):
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"""Create a summary writer logging to log_dir."""
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self.writer = tf.summary.create_file_writer(log_dir)
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def scalar_summary(self, tag, value, step):
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with self.writer.as_default():
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tf.summary.scalar(tag, value, step=step)
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self.writer.flush()
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def list_of_scalars_summary(self, tag_value_pairs, step):
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with self.writer.as_default():
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for tag, value in tag_value_pairs:
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tf.summary.scalar(tag, value, step=step)
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self.writer.flush()
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# summary = tf.Summary(value=[tf.Summary.Value(tag=tag, simple_value=value) for tag, value in tag_value_pairs])
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# self.writer.add_summary(summary, step)
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