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AI for Developers

Low-Level Optimization for AI Frameworks

Topics Covered

Level :

Expert

TensorFlow and PyTorch optimization, CUDA, C++ performance tuning

Course Summary

Improve the core-level performance of your models and algorithms.

Course Description

Learn to fine-tune AI performance at the systems level. This course covers memory management, kernel optimization, and integration with low-level APIs using CUDA and C++.

Learning Modules

Module 1: Framework Internals: Explore TensorFlow and PyTorch under the hood.
Module 2: Custom Ops: Write and integrate efficient kernels.
Module 3: Hardware Acceleration: Maximize performance with CUDA programming.

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