AI Performance Expert

2 tygodni temu


Gdańsk, Pomerania, Polska Scoutnow Pełny etat
About the Company

Mako's AI platform reduces AI compute costs by up to 70%. Our breakthrough technology eliminates the need for expensive and manual GPU optimization, automatically generating high-performance code that runs efficiently on any hardware.

At the core of our platform is an innovative compiler that leverages hardware-aware deep learning-based search to automatically select from the growing ecosystem of vendor-provided and open-source GPU kernel libraries. Our compiler extends beyond library selection with optimization passes for both vertical and horizontal kernel fusion, enabling the generation of novel kernels outside the original search space.

Our Tech

We build software infrastructure for high-performance AI inference and training on any hardware. There are three core components:

  1. Mako Compiler automatically selects, tunes, and generates GPU kernels for any hardware platform.
  2. Mako Runtime serves compiled models at high performance.
  3. Mako Platform enables users to easily deploy and manage deployments across any cloud.


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