carrydela/superpaper

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dela 3a322aa8dc feat: land superpaper v1 notes scaffold

Add the ledger schema, class router, lint codes, ingest/build
pipeline, and three work-tree examples: align derivation,
superfig delegation, and supertensor delegation.

2026-08-17 10:01:30 +08:00

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Figure request F1

toolkit: superfig language: cjk claim: 一次前向是 x → f_θ → ŷ；损失不在主路上。 grammar: pipeline work_rel_dir: figures/F1

Roles

{role: input, color: sfTeal}
{role: model, color: sfOrange}
{role: loss, color: sfCoral}
{role: output, color: sfViolet}

Flow (cursor). \sfconn 没有 endpoints。

stage: {name: SA, text: "推理流程：一次前向"} row: {name: R1, height: 16mm} in_row:

{macro: sfnode, name: x, role: input, label: "输入 $x$", w: 16mm, h: 12mm}
{macro: sfconn, name: e1, label: 预处理}
{macro: sfnode, name: f, role: model, label: "模型 $f_\theta$", w: 18mm, h: 12mm}
{macro: sfconn, name: e2, label: logits}
{macro: sfnode, name: y, role: output, label: "预测 $\hat y$", w: 16mm, h: 12mm}

Fixed topology

{macro: sfnode, name: s, role: loss, label: "损失 $L$", w: 14mm, h: 12mm, at: "((y.south)+(0,-22mm))"}
{macro: sfarrowlabel, from: "y.south", to: "s.north", label: "$L(\hat y, y)$"}