LP-GEMM: Integrating Layout Propagation into GEMM Operations explores LP-GEMM accelerates machine learning workloads by eliminating redundant data repacking in sequential matrix multiplications, offering significant speedups for inference and scientific computing tasks.. Commercial viability score: 7/10 in ML Performance Optimization.
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This route is the stable paper-level surface for citations, viability, references, and downstream handoffs. Use it as the proof layer behind Signal Canvas, workspace creation, and launch-pack generation.
Page Freshness
Canonical route: /paper/lp-gemm-integrating-layout-propagation-into-gemm-operations
This page is showing the last landed evidence receipt and score bundle because the latest proof data is outside the freshness window.
Agent Handoff
Canonical ID lp-gemm-integrating-layout-propagation-into-gemm-operations | Route /paper/lp-gemm-integrating-layout-propagation-into-gemm-operations
REST example
curl https://sciencetostartup.com/api/v1/agent-handoff/paper/lp-gemm-integrating-layout-propagation-into-gemm-operationsMCP example
{
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"arxiv_id": "2604.04599"
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"paper_ref": "lp-gemm-integrating-layout-propagation-into-gemm-operations",
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}Paper proof page receipt window
/buildability/lp-gemm-integrating-layout-propagation-into-gemm-operations
Subject: LP-GEMM: Integrating Layout Propagation into GEMM Operations
Verdict
Watch
Verdict is Watch because viability or proof quality is intermediate and should be re-evaluated before execution.
Time to first demo
Insufficient data
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Structured compute envelope
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No data, compute, hardware, memory, latency, dependency, or serving requirement receipt is attached.
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Preparing verified analysis
Dimensions overall score 7.0
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Receipt path
/buildability/lp-gemm-integrating-layout-propagation-into-gemm-operations
Paper ref
lp-gemm-integrating-layout-propagation-into-gemm-operations
arXiv id
2604.04599
Generated at
2026-04-07T20:12:08.438Z
Evidence freshness
fresh
Last verification
2026-04-07T20:12:08.438Z
Sources
0
References
0
Coverage
0%
Lineage hash
fbc792baa175b9ae80d85bc9359ab28c0312403531bd34bc7d56df1c8741075e
Canonical opportunity-kernel lineage hash.
External signature
unsigned_external
No founder, registry, pilot, or production-adoption signature is attached to this receipt.
Verification
not_verified
Verification is blocked until an external signature is provided.
Verification pending / evidence receipt incomplete
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