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"Shapes of all inputs must match" error loss function when trying to do custom training with tf.GradientTape()

score 1183 · Answer 1 · 2025-01-01 21:28:32

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TensorFlow RuntimeError: "Attempting to capture an EagerTensor without building a function"

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TechQA.

List Question

"Shapes of all inputs must match" error loss function when trying to do custom training with tf.GradientTape()

TensorFlow RuntimeError: "Attempting to capture an EagerTensor without building a function"

Gradients are None with tf.map_fn in TensorFlow

GradientTape.gradient() returns `None` type

How to debug exploding gradient (covariance matrix) in Tensorflow 2.0 (TFP)

Error polling for event status: failed to query event: CUDA_ERROR_LAUNCH_FAILED: unspecified launch failure

GradientTape compute saliency in the loss function

Negative gradients when calculating GradCAM heatmap

Varational autoencoder using tf.GradientTape

How to add multiple losses into gradienttape

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