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<!DOCTYPE html>
<!--
Vendored + adapted into posterly from ARIS (Auto-claude-code-research-in-sleep),
skill paper-poster-html. Origin: https://github.com/wanshuiyin/Auto-claude-code-research-in-sleep
Upstream tokenization: MIT (c) 2026 wanshuiyin -- ../LICENSES/aris-MIT.txt
This is the tokenized form of posterly's own neutral template; the class names and
content are posterly's own (c) 2026 Ruishuo Chen. As an adapted derivative this file
ships as part of posterly under AGPL-3.0. See ../NOTICE.md.
-->
<!--
============================================================
TEMPLATE: portrait_2col (ARIS fork of posterly portrait_2col_neutral)
Adapted from posterly (MIT, © 2026 Ruishuo Chen) — see LICENSES/ & NOTICE.md;
ARIS modifications: flat de-gradient, --fs token scale, zero-inline-style
utilities, data-source/data-color-exempt contracts.
CANVAS: 24in × 36in PORTRAIT (ICLR / CVPR / many workshops default) DEFAULT.
CANVAS RETARGETING: change BOTH the @page `size` (one place, in the
CANVAS block below) AND the .poster `width`/`height` (one place, in
the .poster rule). Keep them in sync.
NOTE — ICLR workshops commonly mandate a 61×91 cm PORTRAIT board
(A0-ish portrait). To retarget to that:
@page { size: 610mm 910mm; } /* or 61cm 91cm */
.poster { width: calc(610 * var(--u)); height: calc(910 * var(--u)); }
(1 print --u = 1mm, so 610/910 u == 610/910 mm == 61×91 cm — almost
identical to the shipped 24×36in default, which is why portrait is a
good fit for ICLR-workshop boards.)
LAYOUT: header → body 2 columns → footer
(NO framework banner, NO takeaways strip — vertical space is precious)
USE WHEN: venue mandates portrait orientation, sub-A0/A1 size;
reader scans top-to-bottom in column 1, then jumps to column 2.
HOW TO USE:
1. Copy this file to your working directory as `poster.html`.
2. Edit the DESIGN TOKENS in `:root` (or swap a tokens/*.json palette) —
the token block is the ONLY place color/font-size literals may live.
3. Replace all placeholder content with audited reproduction evidence.
4. Run `python3 tools/run_gates.py poster.html` (the default driver: preflight -> style -> measure -> polish) to align columns and check style/structure.
5. Run `python3 tools/render_preview.py poster.html` to produce the PDF.
STYLE CONTRACT (ARIS source gate, tools/style_check.py):
- NO inline `style=` attributes anywhere in the markup. Use the utility
classes (.fs-N, .mt-N, .mb-N, .w-NN, .text-secondary, .nowrap,
.text-center) defined in the UTILITIES block below.
Sole exceptions: the internal SVG of a `data-color-exempt="logo"` element,
and a `style="width: NN%"` on a `data-source="paper"` <img> (AR width tweak).
- All font-size values reference a `--fs-1..9` token (or a COMPONENTS.md
predefined `calc(var(--fs-N) * k)` variant such as `.eqn--large`).
- No `linear-gradient`; the only gradient allowed is the .poster radial
tint (every color stop alpha ≤ 0.06).
MEASURE ROLES: every layout-critical element carries `data-measure-role`.
Generic measurement scripts depend on these — do not remove.
============================================================
-->
<html lang="en">
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<title>SlideSparse Reproduction — ICML 2026</title>
<!-- MathJax v3 for inline equations. CDN by default; to go offline,
download a MathJax v3 release into assets/mathjax/ and change the <script>
`src` below to "assets/mathjax/es5/tex-svg.js". -->
<script>
window.MathJax = {
tex: {
inlineMath: [['$', '$'], ['\\(', '\\)']],
displayMath: [['$$', '$$'], ['\\[', '\\]']],
packages: {'[+]': ['ams']}
},
svg: { fontCache: 'global' }
};
</script>
<script id="MathJax-script" async src="https://cdn.jsdelivr.net/npm/mathjax@3/es5/tex-svg.js"></script>
<style>
/* =========================================================
CANVAS — 24" × 36" PORTRAIT
24in × 25.4 mm/in = 609.6 mm ≈ 610 u (width)
36in × 25.4 mm/in = 914.4 mm ≈ 914 u (height)
RETARGET: change @page size here AND .poster width/height below.
ICLR workshop = 610mm 910mm (61×91 cm) portrait — see header note.
========================================================= */
@page { size: 24in 36in; margin: 0; }
:root {
/* ===== DESIGN TOKENS ===== */
/* The ONLY place color / font-size literals are allowed (style_check
rule 1 + 8 locate this block by the comment pair). Override token
VALUES here only — never restyle component rules with new literals.
To rebrand, edit these or load a tokens/*.json palette. */
/* Primary accent (header underline, card-highlight bar, section nums, .keyword) */
--accent: #276749;
--accent-deep: #1B4833;
--accent-light: #EAF5EF;
--accent-soft: #D7EBDD;
/* Secondary accent for "ours / best" emphasis (table .ours row, "★" callouts) */
--gold: #C9A24A;
--gold-soft: #FFF7E0;
/* Text */
--text-primary: #1A1A1A;
--text-secondary: #555555;
--text-muted: #888888;
/* Backgrounds */
--bg-page: #F6F2F0;
--bg-card: #FFFFFF;
--bg-card-tint: #FAFAFB;
--bg-emphasis: var(--accent-light);
/* Borders */
--border-soft: #D8D8D8;
--border-strong: var(--accent);
/* Screen-preview backdrop only — @media print overrides body to white.
Tokenized so no color literal escapes the token block (style_check rule 1). */
--bg-screen: #2b2b2b;
/* Base unit. Print: 1mm; screen preview: 1.6px (~3.78px = 1mm at 96dpi). */
--u: 1.6px;
/* Font-size scale (9 steps). Every font-size in this template references
one of these. Off-scale px drift is forbidden (style_check rule 8);
`calc(var(--fs-N) * k)` is allowed ONLY for COMPONENTS.md variants.
The posterly portrait original used a few off-scale sizes (28u title,
17u section title, 14u subtitle/eqn/callout); they are snapped to the
nearest scale token here so the template stays at exactly 9 steps. */
--fs-1: calc(9 * var(--u)); /* micro label */
--fs-2: calc(10 * var(--u)); /* small caption */
--fs-3: calc(11 * var(--u)); /* caption / table */
--fs-4: calc(12 * var(--u)); /* body text */
--fs-5: calc(13 * var(--u)); /* equation / emphasis */
--fs-6: calc(15 * var(--u)); /* subtitle */
--fs-7: calc(16 * var(--u)); /* section title */
--fs-8: calc(22 * var(--u)); /* banner number */
--fs-9: calc(32 * var(--u)); /* main title */
/* Fonts. Override at :root if your venue mandates a specific family.
Whitelist (style_check rule 7): serif body, sans heads, mono code. */
--font-serif: "Charter", "Source Serif Pro", "Georgia", serif;
--font-sans: "Inter", "Helvetica Neue", sans-serif;
/* Shadows & watermark ink — tokenized so rules 1/3 stay literal-free
(the faint radial page tint is the ONE allowed literal outside this
block; rule 5 validates it WHEN ENABLED -- the style gate ships with rules 4-5 off). */
--shadow-screen: 0 0 60px rgba(0, 0, 0, 0.5);
--shadow-card: 0 calc(2 * var(--u)) calc(6 * var(--u)) rgba(39, 103, 73, 0.05);
--ornament-ink: rgba(39, 103, 73, 0.06);
/* ===== END DESIGN TOKENS ===== */
}
/* =========================================================
RESET + BASE
========================================================= */
* { box-sizing: border-box; margin: 0; padding: 0; }
html, body {
background: var(--bg-screen);
font-family: var(--font-serif);
color: var(--text-primary);
-webkit-font-smoothing: antialiased;
}
/* Poster container — exact print dimensions; data-measure-role="poster" so
poster_check.py can verify the canvas size.
Width : 610u ≈ 24in.
Height : 914u ≈ 36in.
RETARGET: width/height must track @page size (see CANVAS block). */
.poster {
width: calc(610 * var(--u));
height: calc(914 * var(--u));
background: var(--bg-page);
/* The only gradient the catalog sanctions (rule 5 enforces it only when re-enabled): a low-alpha radial tint
(every color stop alpha ≤ 0.06). NOT a linear-gradient. */
background-image:
radial-gradient(ellipse at top left, rgba(39, 103, 73, 0.06), transparent 40%),
radial-gradient(ellipse at bottom right, rgba(201, 162, 74, 0.05), transparent 50%);
margin: 20px auto;
padding: calc(10 * var(--u)) calc(12 * var(--u));
display: grid;
/* header | body | footer — no banner row, no takeaways row */
grid-template-rows: auto 1fr auto;
gap: calc(6 * var(--u));
box-shadow: var(--shadow-screen);
position: relative;
overflow: hidden;
}
/* Decorative top bar — flat accent (de-gradiented from posterly original). */
.poster::before {
content: "";
position: absolute; top: 0; left: 0; right: 0;
height: calc(8 * var(--u));
background: var(--accent);
}
/* =========================================================
HEADER — same 3-col structure as landscape sibling
(venue badge | title-block | logo+QR), but compressed vertically
by ~1u of padding since portrait is narrower.
========================================================= */
.header {
display: grid;
grid-template-columns: 1fr minmax(50%, auto) 1fr; /* equal side tracks (1fr) -> the title track is centred on the poster, not just between the side blocks; the centre track is floored at 50% so a one-line title still fills it (else a short title measures narrow and trips a false HEADER/TITLE-SQUEEZED). Best-effort: a side block wide enough to clamp its 1fr track can still pull the title off-centre. */
align-items: center;
gap: calc(14 * var(--u));
padding: calc(1 * var(--u)) calc(3 * var(--u)) calc(4 * var(--u));
border-bottom: calc(2 * var(--u)) solid var(--accent);
}
.venue-badge {
justify-self: start; /* anchor to the far-left edge so the centre track stays centred */
display: flex; flex-direction: column;
align-items: center; justify-content: center;
min-width: calc(80 * var(--u));
text-align: center;
border-right: calc(1 * var(--u)) solid var(--border-soft);
padding-right: calc(10 * var(--u));
}
/* Portrait venue mark: snapped 28u -> --fs-9 (32u). */
.venue-badge .vb-venue {
font-family: var(--font-sans);
font-weight: 800;
font-size: var(--fs-9);
color: var(--accent-deep);
line-height: 1;
letter-spacing: -0.5px;
}
.venue-badge .vb-year {
font-family: var(--font-sans);
font-size: var(--fs-4);
color: var(--text-secondary);
margin-top: calc(3 * var(--u));
letter-spacing: 1.2px;
}
.venue-badge .vb-tag {
font-family: var(--font-sans);
font-size: var(--fs-2);
color: var(--accent);
font-weight: 700;
margin-top: calc(2 * var(--u));
letter-spacing: 1.2px;
}
.title-block { text-align: center; min-width: 0; }
/* Portrait title snapped 28u -> --fs-9 (32u). The reader is closer and the
canvas is narrower, so the type still feels appropriately scaled. */
.title {
font-family: var(--font-sans);
font-weight: 800;
font-size: var(--fs-9);
line-height: 1.05;
color: var(--accent-deep);
letter-spacing: -0.5px;
}
.title .accent { color: var(--gold); }
/* subtitle snapped 14u -> --fs-6 (15u). */
.subtitle {
font-family: var(--font-sans);
font-weight: 500;
font-size: var(--fs-6);
color: var(--text-secondary);
margin-top: calc(2 * var(--u));
font-style: italic;
}
.authors-line {
font-family: var(--font-sans);
font-size: var(--fs-5);
color: var(--accent);
font-weight: 600;
margin-top: calc(3 * var(--u));
}
.authors-line .author { margin: 0 calc(4 * var(--u)); }
.authors-line sup { font-size: 0.7em; color: var(--accent); }
.authors-line .aff {
color: var(--text-secondary);
font-weight: 400;
display: block;
margin-top: calc(2 * var(--u));
font-size: var(--fs-3);
}
.right-block {
justify-self: end; /* keep logo+QR in the far-right corner */
display: flex; align-items: center;
gap: calc(8 * var(--u));
}
.qr-block { display: flex; flex-direction: column; align-items: center; gap: calc(2 * var(--u)); }
.qr-block img {
width: calc(75 * var(--u));
height: calc(75 * var(--u));
border: calc(2 * var(--u)) solid var(--accent);
border-radius: calc(4 * var(--u));
background: white;
padding: calc(2 * var(--u));
}
.qr-label {
font-family: var(--font-sans);
font-size: var(--fs-2);
color: var(--accent);
font-weight: 600;
}
/* Optional logo slot — drop your lab logo here. Keep rendered height ~75u to
match QR; otherwise the header grows and steals vertical space.
LOGO CONTRACT: a logo whose own SVG/PNG carries brand colors must be
marked `data-color-exempt="logo"` so style_check exempts it from the
palette / inline-style gates, e.g.:
<div class="logo-slot"><img src="assets/logos/lab.png" alt="Lab"
data-color-exempt="logo"></div>
Inline-SVG logos carry the attribute on the <svg> element itself. */
.logo-slot img { height: calc(75 * var(--u)); width: auto; max-width: calc(300 * var(--u)); object-fit: contain; display: block; }
/* Logo size classes on .logo-slot -- pick from the file's aspect ratio (SKILL.md Gate E).
tall/square sit at the QR-matched slot height; wide is intentionally shorter (~68% of the
QR) and width-capped so a long wordmark doesn't out-mass the title. Do NOT combine these
with logo-stack (that row is width-normalized, below). */
.logo-slot.logo-tall img,
.logo-slot.logo-square img { height: calc(75 * var(--u)); }
.logo-slot.logo-wide img { height: calc(51 * var(--u)); max-width: calc(125 * var(--u)); } /* <22% of the ~586u portrait header */
/* Logo chip: a solid backing that keeps a transparent / edge-white logo legible on a
colored/dark header (white chip) or a light header (.logo-chip-dark); the padding + radius
fold a stray white box into a deliberate rounded tile (SKILL.md Gate E, Background). */
.logo-chip {
display: inline-flex; align-items: center; justify-content: center;
background: var(--bg-card); border-radius: calc(3 * var(--u));
padding: calc(3 * var(--u)) calc(4 * var(--u));
}
.logo-chip.logo-chip-dark { background: var(--text-primary); }
/* logo-row: institution logos in the header right block (REAL logos the
user provided — never fabricate a seal). Each img MUST carry
data-color-exempt="logo"; height pairs with the QR. */
.logo-row { display: flex; align-items: center; gap: calc(4 * var(--u)); }
.logo-row img { height: calc(58 * var(--u)); width: auto; display: block; }
.logo-row .lr-item {
display: flex; flex-direction: column; align-items: center;
gap: calc(2 * var(--u));
background: var(--bg-card);
border: 1px solid var(--border-soft);
border-radius: calc(3 * var(--u));
padding: calc(3 * var(--u)) calc(5 * var(--u));
}
.logo-row .lr-item img { height: calc(48 * var(--u)); }
.logo-row .lr-label {
font-family: var(--font-sans); font-weight: 600; font-size: var(--fs-1);
color: var(--text-secondary); text-align: center; line-height: 1.15;
}
/* logo-stack variant: WIDE WORDMARKS (AR >= ~2) normalized to EQUAL WIDTH
and stacked vertically, left-aligned. Use when two wide wordmarks of
different aspect ratio read unbalanced height-matched in a row (equal
width lets the less-wide mark grow taller and aligns a clean block).
NOT for a square seal or tall mark (equal width blows it up — keep those
height-matched). Do NOT also apply the logo-wide/tall/square classes.
Width stays under the LOGO/WIDE 22% cap (portrait header ~586u). */
.logo-row.logo-stack { flex-direction: column; align-items: flex-start; gap: calc(6 * var(--u)); }
.logo-row.logo-stack img { width: calc(118 * var(--u)); height: auto; }
/* The narrow portrait header can't fit a logo-stack BESIDE the QR (the row
would blow the right-block width gate); when a stack is present, drop the
right-block to a column so the logos sit ABOVE the QR. */
.right-block:has(.logo-stack) { flex-direction: column; align-items: flex-end; }
/* venue badge may carry the official venue logo above its text line */
.venue-badge img { height: calc(46 * var(--u)); width: auto; display: block; margin: 0 auto calc(2 * var(--u)); }
.venue-badge .vb-title { font-family: var(--font-sans); font-weight: 800; font-size: var(--fs-5); color: var(--accent-deep); letter-spacing: 0.5px; }
/* =========================================================
BODY: 2 columns (portrait posters live and die on column balance)
CRITICAL: Last-card bottoms of both columns must align —
run poster_check.py measure poster.html — spread < 5 px required
(< 3 px ideal). Gap to footer in 30–50 px.
========================================================= */
.body-grid {
display: grid;
grid-template-columns: 1fr 1fr;
gap: calc(12 * var(--u));
/* No overflow:hidden here — it would clip card shadows (pitfall #6).
.poster already clips at the page boundary; min-height:0 is the
grid-blowout guard. */
min-height: 0;
}
.column {
display: flex; flex-direction: column;
gap: calc(7 * var(--u));
min-height: 0;
height: 100%;
padding-bottom: calc(4 * var(--u)); /* shadow breathing room above footer */
}
/* =========================================================
CARDS — identical tokens to sibling
========================================================= */
.card {
background: var(--bg-card);
border-radius: calc(5 * var(--u));
padding: calc(5 * var(--u)) calc(10 * var(--u));
border: calc(1 * var(--u)) solid var(--border-soft);
box-shadow: var(--shadow-card);
position: relative;
}
.card.tinted { background: var(--bg-card-tint); }
.card.card--compact { padding: calc(3 * var(--u)) calc(7 * var(--u)); } /* predefined variant: tighter padding (fix (f)) */
/* .highlight de-gradiented: flat emphasis tint instead of a linear-gradient. */
.card.highlight {
border-left: calc(6 * var(--u)) solid var(--accent);
background: var(--bg-emphasis);
}
/* section-title snapped 17u -> --fs-7 (16u). */
.section-title {
font-family: var(--font-sans);
font-weight: 700;
font-size: var(--fs-7);
color: var(--accent-deep);
margin-bottom: calc(3 * var(--u));
display: flex; align-items: center;
gap: calc(5 * var(--u));
}
/* Title text + any ★ marker share ONE .st-text span, so the heading wraps as
natural text (hanging indent) instead of flex-wrapping atomic items: the
number badge is never stranded on its own line and the ★ never widows. */
.section-title .st-text { flex: 1; min-width: 0; line-height: 1.18; }
/* Graceful fallback if a title is NOT wrapped in .st-text: float the badge so
bare inline text still wraps beside it rather than dropping below it. */
.section-title:not(:has(.st-text)) { display: block; line-height: 1.18; }
.section-title:not(:has(.st-text)) .num { float: left; margin-right: calc(5 * var(--u)); }
.section-title .num {
display: inline-flex; align-items: center; justify-content: center;
width: calc(24 * var(--u)); height: calc(24 * var(--u));
background: var(--accent); color: white;
border-radius: 50%;
font-size: var(--fs-6); font-weight: 700;
flex-shrink: 0;
}
/* Inline "★ key/headline" tag inside a section title (replaces inline styles). */
.section-title .tag-key {
color: var(--gold);
font-size: var(--fs-4);
}
/* Body text — snapped 13u -> --fs-5. The 2-column portrait gives each column
enough width to carry a meatier line height comfortably. */
.body-text, .card p, .card li {
font-family: var(--font-serif);
font-size: var(--fs-5);
line-height: 1.35;
color: var(--text-primary);
}
.card ul, .card ol { padding-left: calc(20 * var(--u)); }
.card li { margin-bottom: calc(2 * var(--u)); }
.keyword { color: var(--accent); font-weight: 700; }
.keyword-gold { color: var(--gold); font-weight: 700; }
.highlight-text {
background: var(--bg-emphasis);
padding: 0 calc(3 * var(--u));
border-radius: calc(2 * var(--u));
}
/* Equation block — snapped 14u -> --fs-5 (13u). */
.eqn {
background: var(--bg-emphasis);
border-left: calc(3 * var(--u)) solid var(--accent);
padding: calc(4 * var(--u)) calc(10 * var(--u));
margin: calc(4 * var(--u)) 0;
font-size: var(--fs-5);
overflow-x: hidden;
}
/* COMPONENTS.md predefined variant: a larger equation when a formula is the
hero of a card. The `calc(var(--fs-N) * k)` form is allowed ONLY for
registered variants like this one (style_check rule 8 / §12.5 nit 1). */
.eqn--large { font-size: calc(var(--fs-5) * 1.25); }
.eqn .label {
display: block;
font-family: var(--font-sans);
font-size: var(--fs-2);
color: var(--accent);
font-weight: 600;
margin-bottom: calc(2 * var(--u));
text-transform: uppercase;
letter-spacing: 1px;
}
/* Callout: solid accent for primary; solid gold for theorems / "★ key" strips
(gold .callout de-gradiented to a flat fill). Snapped 13u -> --fs-5. */
.callout {
background: var(--accent);
color: white;
padding: calc(5 * var(--u)) calc(10 * var(--u));
border-radius: calc(4 * var(--u));
font-size: var(--fs-5);
margin: calc(4 * var(--u)) 0;
}
.callout strong { color: var(--gold); }
.callout.gold {
background: var(--gold);
color: var(--accent-deep);
}
.callout.gold strong { color: var(--accent-deep); }
/* Figure container */
.figure { margin: calc(4 * var(--u)) 0; text-align: center; }
.figure img:not([class*="w-"]) { width: 100%; }
.figure--wide img { width: 100%; } /* predefined variant: force full card width over any .w-NN (fix (f)) */
.figure img {
/* FIGURE CONTRACT: figures must come from the paper:
<img src="assets/paper_figures/x.png" data-source="paper"
data-asset-id="x" class="w-100">
data-source/data-asset-id are required by asset_check + exempt the
image from style_check's palette gate. Use .w-NN utilities (not an
inline width) to size it; the only inline-style exception the gate
allows is `style="width: NN%"` on a data-source="paper" <img>. */
border-radius: calc(4 * var(--u));
border: calc(1 * var(--u)) solid var(--border-soft);
background: white;
}
.figure .caption {
font-family: var(--font-sans);
font-size: var(--fs-3);
color: var(--text-secondary);
margin-top: calc(3 * var(--u));
line-height: 1.3;
text-align: left;
}
.figure .caption strong { color: var(--accent-deep); }
/* Float a figure BESIDE text in a TEXT-RICH card: text wraps to its side
and then below it. The clearfix grows the card to contain the float;
mark the <img> data-fig-layout="beside-text" so the AR gates honour the
intentionally small width. Use ONLY when there is enough text to fill the
figure's height -- a text-sparse card should center .figure instead. A
short-text float leaves an L-shaped void below the text, which polish's
FIG/BESIDE-TEXT-VOID flags. */
.fig-wrap::after { content: ""; display: table; clear: both; }
.ff-fig {
float: right;
width: 48%; max-width: 58%; min-width: 38%;
margin: calc(1 * var(--u)) 0 calc(3 * var(--u)) calc(11 * var(--u));
text-align: center;
}
.ff-fig.left {
float: left;
margin: calc(1 * var(--u)) calc(11 * var(--u)) calc(3 * var(--u)) 0;
}
.ff-fig img {
display: block;
width: 100%;
border-radius: calc(4 * var(--u));
border: calc(1 * var(--u)) solid var(--border-soft);
background: white;
}
.ff-fig .caption {
font-family: var(--font-sans);
font-size: var(--fs-3);
color: var(--text-secondary);
margin-top: calc(3 * var(--u));
line-height: 1.3;
text-align: center;
}
/* Result table with .ours row highlighted gold — snapped 12u -> --fs-4. */
.result-table {
width: 100%;
border-collapse: collapse;
font-family: var(--font-sans);
font-size: var(--fs-4);
margin-top: calc(3 * var(--u));
}
.result-table th, .result-table td {
padding: calc(2 * var(--u)) calc(4 * var(--u));
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</head>
<body>
<div class="poster" data-measure-role="poster">
<header class="header" data-measure-role="header">
<div class="venue-badge">
<div class="vb-venue">ICML</div>
<div class="vb-year">2026</div>
<div class="vb-tag">REPRODUCTION</div>
</div>
<div class="title-block">
<h1 class="title">SlideSparse: <span class="accent">What Reproduces?</span></h1>
<div class="subtitle">A claim-level audit of fast and flexible $(2N-2):2N$ structured sparsity</div>
<div class="authors-line">
<span class="author">Wangkai Chen et al.</span>
<span class="aff">&middot; Independent ICML 2026 reproduction &middot; Paper #33765</span>
</div>
</div>
<div class="right-block">
<div class="venue-badge">
<div class="vb-venue">6</div>
<div class="vb-year">CLAIMS</div>
<div class="vb-tag">AUDITED</div>
</div>
</div>
</header>
<div class="body-grid" data-measure-role="body">
<div class="column" data-measure-role="column">
<div class="card" data-measure-role="card" data-logbook-target="claim-1-coverage-theorem" data-logbook-label="Exhaustive coverage results">
<div class="section-title"><span class="num">1</span><span class="st-text">Coverage: exactly reproduced</span></div>
<p class="body-text fs-3">Theorem 1: $N-1$ width-4, stride-2 windows are necessary&nbsp;and&nbsp;sufficient.</p>
<div class="eqn">
<span class="label">Coverage construction</span>
$$K_{\min}=N-1,\qquad W_k=\{2k,2k+1,2k+2,2k+3\}$$
</div>
<p class="body-text text-secondary fs-3 mb-1">Exhaustive masks; exact matcher and authors' greedy construction.</p>
<table class="result-table">
<thead><tr><th class="method">$N$</th><th>Pattern</th><th>Masks</th><th>Failures</th></tr></thead>
<tbody>
<tr><td class="method">2–4</td><td>2:4–6:8</td><td>6–28</td><td>0</td></tr>
<tr><td class="method">5–6</td><td>8:10–10:12</td><td>45–66</td><td>0</td></tr>
<tr><td class="method">7–8</td><td>12:14–14:16</td><td>91–120</td><td>0</td></tr>
<tr class="ours"><td class="method">Total</td><td>$N=2\ldots8$</td><td class="best">371</td><td class="best">0</td></tr>
</tbody>
</table>
</div>
<div class="card highlight" data-measure-role="card" data-logbook-target="claim-2-theoretical-speedup-bound" data-logbook-label="Theoretical speedup evidence">
<div class="section-title"><span class="num">2</span><span class="st-text">Bound: exactly reproduced&nbsp;&#9733;</span></div>
<p class="body-text">Lifting performs $N-1$ native 2:4 operations in place of $N$ dense pairs:</p>
<div class="eqn">
<span class="label">Ideal compute speedup</span>
$$S(N)=\frac{N}{N-1}$$
</div>
<div class="keybox mt-3">
<div class="kb-item"><div class="kb-num">1.50×</div><div class="kb-label">4:6</div></div>
<div class="kb-item"><div class="kb-num">1.33×</div><div class="kb-label">6:8</div></div>
<div class="kb-item"><div class="kb-num">1.25×</div><div class="kb-label">8:10</div></div>
</div>
</div>
<div class="card" data-measure-role="card" data-logbook-target="claim-3-a100-qwen2-5-7b-prefill" data-logbook-label="A100 prefill source audit">
<div class="section-title"><span class="num">3</span><span class="st-text">Released-table audit</span></div>
<table class="result-table">
<thead><tr><th class="method">Claim</th><th>Paper</th><th>Source check</th><th>Verdict</th></tr></thead>
<tbody>
<tr><td class="method">A100 prefill</td><td>1.33× exact</td><td>1.3187× at M=8192</td><td>Qualified</td></tr>
<tr><td class="method">A100 INT8 kernel</td><td>1.41–1.42×</td><td>Range present</td><td>Confirmed</td></tr>
<tr class="ours"><td class="method">H100 FP8 kernel</td><td>1.35–1.37×</td><td>Range is RTX 4090</td><td class="best">Misattributed</td></tr>
</tbody>
</table>
<p class="body-text fs-3 mt-5"><strong>H100 FP8 source:</strong> 1.08× / 1.19×.</p>
</div>
</div>
<div class="column" data-measure-role="column">
<div class="card highlight" data-measure-role="card" data-logbook-target="claim-4-kernel-performance" data-logbook-label="Local CUDA kernel proxy">
<div class="section-title"><span class="num">4</span><span class="st-text">Local CUDA kernel proxy</span></div>
<p class="body-text text-secondary fs-3 mb-1">RTX 4000 Ada, CUDA 12.4, PyTorch semi-structured INT8; 6:8 lifted $K=6144$.</p>
<table class="result-table">
<thead><tr><th class="method">$M$</th><th>Dense ms</th><th>Sparse ms</th><th>Speedup</th></tr></thead>
<tbody>
<tr><td class="method">64</td><td>0.0558</td><td>0.0860</td><td>0.65×</td></tr>
<tr><td class="method">2048</td><td>0.5110</td><td>0.6973</td><td>0.73×</td></tr>
</tbody>
</table>
<p class="body-text fs-2 mt-2"><strong>Scoped:</strong> no cuSPARSELt 0.8.1, fused lifting, or A100; released binary lacked <span class="repo">libcusparseLt.so.0</span>.</p>
</div>
<div class="card" data-measure-role="card" data-logbook-target="claim-5-qwen3-reasoning-accuracy" data-logbook-label="Qwen3 sparsity evidence">
<div class="section-title"><span class="num">5</span><span class="st-text">Qwen3: motivation survives&nbsp;&#9733;</span></div>
<p class="body-text fs-3">Paper means: 51.67% (6:8) vs 15.33% (2:4). Proxy: Qwen3-0.6B, 24 GSM8K answers.</p>
<table class="result-table">
<thead><tr><th class="method">Weights</th><th>Answer NLL ↓</th><th>Δ vs dense</th><th>PPL ↓</th></tr></thead>
<tbody>
<tr class="ref"><td class="method">Dense</td><td>1.5972</td><td></td><td>4.94</td></tr>
<tr class="ours"><td class="method">6:8 magnitude</td><td class="best">1.6378</td><td class="best">+2.55%</td><td class="best">5.14</td></tr>
<tr><td class="method">2:4 magnitude</td><td>9.9425</td><td>+522.5%</td><td>20,796</td></tr>
</tbody>
</table>
<p class="body-text fs-3 mt-3">6:8 stays near dense; 2:4 collapses.</p>
</div>
<div class="card highlight" data-measure-role="card" data-logbook-target="conclusion" data-logbook-label="Reproduction conclusion">
<div class="section-title"><span class="num">6</span><span class="st-text">Verdict and scope</span></div>
<div class="callout fs-3"><strong>Decode audit:</strong> 98 rows span 0.56–1.35×; only 33 fall inside the quoted 1.07–1.21× range.</div>
<ul>
<li><strong>Reproduced:</strong> coverage construction and $N/(N-1)$ bound.</li>
<li><strong>Supported:</strong> moderate 6:8 sparsity is far less damaging than strict 2:4.</li>
<li><strong>Qualified:</strong> “exact” A100 prefill match and decode interval.</li>
<li><strong>Corrected:</strong> RTX&nbsp;4090—not H100—gives 1.35–1.37× FP8.</li>
</ul>
<div class="callout gold mt-3">
<strong>Scope &amp; cost:</strong> local RTX 4000 Ada GPU 0; under 10 minutes; $0 cloud cost. An A100 job was rejected before scheduling because the token lacked <span class="repo">job.write</span>.
</div>
</div>
</div>
</div>
<div class="footer" data-measure-role="footer">
<div><strong class="method-name">SLIDESPARSE REPRODUCTION</strong> &middot; ICML 2026 &middot; OpenReview GQ17DjsBcq</div>
<div>Paper: arXiv:2603.05232 &nbsp;&middot;&nbsp; Code: <span class="repo">github.com/bcacdwk/vllmbench</span></div>
</div>
<div class="ornament">CLAIM-LEVEL AUDIT &middot; CUDA EVIDENCE</div>
</div>
</body>
</html>

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