# 9 GPU Concepts Every AI Engineer Should Know

DevFeed: [9 GPU Concepts Every AI Engineer Should Know](<https://devfeed.tech/articles/9-gpu-concepts-every-ai-engineer-should-know-18353.md>)

Original publisher: [Read original article](<https://levelup.gitconnected.com/9-gpu-concepts-every-ai-engineer-should-know-01404da39b7a?source=rss-f10e9a50984a------2>)

Author: Dr. Ashish Bamania

Published: 2026-08-31T15:19:52Z

Content type: tutorial

Language: en

Sources: [Dr. Ashish Bamania](<https://devfeed.tech/sources/dr-ashish-bamania.md>)

Topics: [GPU](<https://devfeed.tech/topics/gpu.md>), [PyTorch](<https://devfeed.tech/topics/pytorch.md>), [Large Language Model](<https://devfeed.tech/topics/llm.md>), [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>)

Tags: [ai-engineer](<https://devfeed.tech/tags/ai-engineer.md>), [artificial-intelligence](<https://devfeed.tech/tags/artificial-intelligence.md>), [coding](<https://devfeed.tech/tags/coding.md>), [compute](<https://devfeed.tech/tags/compute.md>), [cpu](<https://devfeed.tech/tags/cpu.md>), [data-science](<https://devfeed.tech/tags/data-science.md>), [gpu](<https://devfeed.tech/tags/gpu.md>), [guide](<https://devfeed.tech/tags/guide.md>), [internals](<https://devfeed.tech/tags/internals.md>), [llms](<https://devfeed.tech/tags/llms.md>), [machine-learning](<https://devfeed.tech/tags/machine-learning.md>), [nvidia](<https://devfeed.tech/tags/nvidia.md>), [programming](<https://devfeed.tech/tags/programming.md>), [pytorch](<https://devfeed.tech/tags/pytorch.md>), [technology](<https://devfeed.tech/tags/technology.md>)

## AI overview

A practical guide to nine GPU concepts relevant to AI engineers. It introduces GPU computation hardware, memory, program execution, and multi-GPU connections, including streaming multiprocessors in NVIDIA GPUs and their role in parallel computation.

## Source excerpt

A simple and practical guide to GPU internals that AI engineers actually need. Continue reading on Level Up Coding "