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Problems encountered in tensorboard Visualization

2025-04-06 Update From: SLTechnology News&Howtos shulou NAV: SLTechnology News&Howtos > Internet Technology >

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Due to the difference in TensorFlow version, the error of module object without a certain attribute is often reported. Record several error solutions encountered in the tensorboard visualization process as follows:

1. AttributeError: 'module' object has no attribute' histogram_summary'

Change histogram_summary to: tf.summary.histogram

2. AttributeError: 'module' object has no attribute' scalar_summary'

Change tf.scalar_summary to: tf.summary.scalar

3.AttributeError: 'module' object has no attribute' merge_all_summaries'

Change tf.merge_all_summaries () to: tf.summary.merge_all ()

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