#Matrixmultiplication

HGPU group

@hgpu.bsky.social

2 months ago

CUDA-L2: Surpassing cuBLAS Performance for Matrix Multiplication through Reinforcement Learning In this paper, we propose CUDA-L2, a system that combines large language models (LLMs) and reinforcement learning (RL) to automatically optimize Half-precision General Matrix Multiply (HGEMM) CUDA …

CUDA-L2: Surpassing cuBLAS Performance for Matrix Multiplication through Reinforcement Learning

#CUDA #CUBLAS #MatrixMultiplication #Package

hgpu.org?p=30469

ProgrammerHumor.io

@programmerhumor-io.bsky.social

3 months ago

No One Can Stop Bro

No One Can Stop Bro

#Cloudflare #Ai #Matrixmultiplication #Outage #Downtime

programmerhumor.io/cloud-memes/no-one-can-s...

GetNews.me

@getnews-me.bsky.social

5 months ago

Quantum Reduction Links Linear Algebra Problems to Matrix Multiplication

Any T(n) algorithm for determinant, tr(A³) or tr(A⁻¹) yields a quantum matrix multiplication algorithm in O(T(n)) + ˜O(n²), matching exponent ω≈2.37. Read more: getnews.me/quantum-reduction-links-... #quantum #matrixmultiplication #linearalgebra

HGPU group

@hgpu.bsky.social

8 months ago

A Novel Compiler Transformation for Fast Sparse Matrix Multiplication in GPUs Sparse data structures are commonly used in neural networks to reduce the memory footprint. These data structures are compact but cause irregularities such as random memory accesses, which prevent …

A Novel Compiler Transformation for Fast Sparse Matrix Multiplication in GPUs

#CUDA #Compilers #Sparse #MatrixMultiplication

hgpu.org?p=29951

@sschaeperklaus.bsky.social

11 months ago

Optimizing Matrix Multiplication: The Core of Modern Computing 🚀 6 operations for matrix multiplication & special cases like Google's PageRank. From AI breakthroughs to web search, efficient matrices drive innovation behind the scenes.

#MatrixMultiplication #AI #Optimization t.co/FIxJ497NRw

Ranjit Mathew

@rmathew4bs.bsky.social

1 year ago

“Beating NumPy’s Matrix Multiplication In 150 Lines Of C Code”, Aman Salykov (salykova.github.io/matmul-cpu).

Via HN: news.ycombinator.com/item?id=4087...

On Lobsters: lobste.rs/s/6cktqx/bea...

#C #MatrixMultiplication #Math #Performance #BLAS #LinearAlgebra #MatMul #Speed #NumPy #Optimization

martechnewser

@cheinyeanlim.bsky.social

2 years ago

Exciting breakthrough in computational efficiency! Recent papers unveil innovative methods to accelerate matrix multiplication, promising significant savings in both computational power and costs. #ComputationalEfficiency #MatrixMultiplication #TechInnovation