↗ jatin salve

open source / 2023

unifyai / ivy numerical core

Cross-backend numerical primitives for PaddlePaddle and PyTorch, including a BLAS/LAPACK-backed dot implementation.

PyTorch + PaddlePaddleBLAS/LAPACK-backedOpen-source contribution

Python · PyTorch · PaddlePaddle · BLAS/LAPACK

Pull request ↗

Overview

Contributed numerical-core work to UnifyAI’s Ivy project across the PaddlePaddle and PyTorch backends, including a dot implementation backed by BLAS/LAPACK behavior.

Contribution

  • Implemented and aligned numerical behavior across framework backends.
  • Worked through dtype, shape, and compatibility edge cases.
  • Added implementation and review changes in a shared numerical API layer.

The work sharpened my understanding of how apparently simple tensor operations inherit complex backend semantics and performance constraints.