pypto-case-matvec
CommunityFast matvec for large K with elementwise tricks
Authorxchang1121
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Solve large-K matrix-vector multiplication by replacing matmul with an elementwise multiply-and-sum strategy.
Core Features & Use Cases
- Large-K matvec optimization using elementwise multiply and sum.
- Pypto-based kernel generation for matrix-vector workloads.
- Use Case: A: (256, 131072), B: (131072, 1) to produce C: (256, 1) with correct results.
Quick Start
Create tensors A with shape (256,131072) and B with shape (131072,1) and execute the matvec kernel to verify the elementwise-sum result for large K.
Dependency Matrix
Required Modules
None requiredComponents
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Please help me install this Skill: Name: pypto-case-matvec Download link: https://github.com/xchang1121/AutoResearch-CC-hook/archive/main.zip#pypto-case-matvec Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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