Web Reference: Dec 20, 2024 · One such common issue is the 'Shape Incompatible' error. This guide will explain what typically causes these errors during model training in TensorFlow, and how they can be fixed. Sep 14, 2020 · Setting the input shape to (None,70) seemed best to me as I am using a feed forward neural network where each "row" of data is unique. I am using a batch size (for now) of size 10. Should my input shape change to (10,70)?? I have tried with the original (None, 70) and gotten the error: Nov 27, 2025 · Abstract: This article provides an in-depth analysis of common shape incompatibility errors during TensorFlow/Keras training, specifically focusing on binary classification problems.
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