Reports#

Long-form technical reports backed by code, figures, and reproducible scripts. Each topic lives in its own subfolder under reports/ with one REPORT.md plus the supporting .py and .png files it cites. See the source README for the regeneration conventions (snake_case topic names, scripts take --output-dir, runs from repo root with PYTHONPATH=.).

Current topics#

Topic

Summary

ckconv_block_diagonal_kernel/

Block-diagonal multi-ω₀ SIREN kernel + block-aligned Gaussian mask for ViT-5 hybrid Hyena. Resolution scaling rule (ω₀ ← m·ω₀) verified across 1×/2×/4× grids.

siren_omega0_dimensional_scaling/

SIREN ω₀ dimensional scaling rule and supporting figures.

spatial_recall/

Qualitative target-vs-prediction snapshots for the 1D/2D/3D EMNIST spatial-recall task suite (simple copy, mask selection, color selection, color conditioning).

vit5_imagenet_dataloader_profiling/

Feb-2026 investigation that diagnosed the CPU-decode bottleneck on ViT-5-Small ImageNet and motivated the move to the DALI-fused dataloader.

Adding a new report#

  1. mkdir reports/<topic>/ (descriptive snake_case name).

  2. Drop a REPORT.md plus any scripts and figures inside; keep image links relative to the topic folder.

  3. Add a row to the index table in reports/README.md and mirror it here.

  4. Re-run every script once before committing so the figures match the reported numbers.