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Bugfix in concatenating gradient batches in integrated gradients colab. #2039

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Merged
merged 2 commits into from
Feb 25, 2022
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Bugfix in concatenating gradient batches in integrated gradients colab. #2039

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Bugfix in concatenating gradient batches
mhavasi Feb 25, 2022
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tfdocsbot Feb 25, 2022
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5 changes: 2 additions & 3 deletions site/en/tutorials/interpretability/integrated_gradients.ipynb
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Original file line number Diff line number Diff line change
Expand Up @@ -904,8 +904,8 @@
" gradient_batch = one_batch(baseline, image, alpha_batch, target_class_idx)\n",
" gradient_batches.append(gradient_batch)\n",
" \n",
" # Stack path gradients together row-wise into single tensor.\n",
" total_gradients = tf.stack(gradient_batch)\n",
" # Concatenate path gradients together row-wise into single tensor.\n",
" total_gradients = tf.concat(gradient_batches, axis=0)\n",
"\n",
" # Integral approximation through averaging gradients.\n",
" avg_gradients = integral_approximation(gradients=total_gradients)\n",
Expand Down Expand Up @@ -1151,7 +1151,6 @@
"colab": {
"collapsed_sections": [],
"name": "integrated_gradients.ipynb",
"private_outputs": true,
"toc_visible": true
},
"kernelspec": {
Expand Down