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fused-kernel

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AMD RAD's multi-GPU Triton-based framework for seamless multi-GPU programming

  • Updated Aug 17, 2026
  • Python

Implementation of FusedMM method for IPDPS 2021 paper titled "FusedMM: A Unified SDDMM-SpMM Kernel for Graph Embedding and Graph Neural Networks"

  • Updated Aug 12, 2022
  • C

Custom CUDA & Triton fused layers for self-stabilizing transformer architectures. Accelerate forward/backward passes and prevent gradient explosions in large-scale LLM training.

  • Updated Jul 14, 2026
  • C++

Contents for my Masters thesis "Optimized Block-Level Matrix Inversion Kernels for Small, Batched Matrices on GPUs"

  • Updated Feb 27, 2025
  • Python

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