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Submission for Segment 3: Dataset images#15

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gargrohin wants to merge 2 commits intoCohere-Labs-Community:mainfrom
gargrohin:rohin/task1
Open

Submission for Segment 3: Dataset images#15
gargrohin wants to merge 2 commits intoCohere-Labs-Community:mainfrom
gargrohin:rohin/task1

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@gargrohin gargrohin commented Feb 6, 2026

Summary

  • Finds the top-10 most-activating real images for each of the first 10 neurons of mixed4a in InceptionV1
  • Two notebooks:
    • ImageNet-V2 (10k images, local batched DataLoader)
    • ImageNet validation set (50k images, streamed from HuggingFace with batched + threaded prefetch pipeline)
  • Includes activation heatmap overlays showing where each neuron fires on its top image

Test plan

  • ImageNet-V2 notebook runs end-to-end and displays outputs
  • ImageNet streaming notebook runs end-to-end (requires HF_TOKEN_PERSONAL env var) on validation set
  • ImageNet streaming notebook runs end-to-end (requires HF_TOKEN_PERSONAL env var) on train set
  • Outputs render correctly on GitHub

Two notebooks finding top-10 most-activating real images for the first
10 neurons of mixed4a:
- ImageNet-V2 (10k images, local batched DataLoader)
- ImageNet val set (50k images, HuggingFace streaming with batched prefetch)
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2 participants