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Portability: torch gate, device fix, fractal cell energy docs#1

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lekt9 wants to merge 1 commit into
calclavia:mainfrom
lekt9:contract-portability
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Portability: torch gate, device fix, fractal cell energy docs#1
lekt9 wants to merge 1 commit into
calclavia:mainfrom
lekt9:contract-portability

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@lekt9

@lekt9 lekt9 commented Jun 29, 2026

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Upstream contribution from contract substrate integration.

Changes

  • performer/kernel.py — projection matrix follows input device/dtype
  • test_portability.py + scripts/gate.sh — runnable without JAX
  • scripts/list_features.py + scripts/setup.sh — local venv torch install
  • README.md — contract / Stop Picking Routes by Vibes cross-link

Performer paper: https://arxiv.org/abs/2009.14794

bash scripts/setup.sh && bash scripts/gate.sh

- Fix kernel projection matrix device/dtype to follow input tensor
- test_portability.py + scripts/gate.sh (torch required, JAX optional)
- Document link to fractal cell energy route ranking (Unbrowse 2026)

Contract substrate integration (arxiv:2009.14794 + energy-route-ranking).
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