New-age AI doesn't just have a CPU with GPU!

🤖 new era AI does not just have CPU with GPU! Then why need CPU, GPU, TPU, NPU, LPU and DPU?

Nowadays, we hear the term AI Chip more and more often, but actually each type of chip does not perform the same function, and no chip is "best for every job."

Imagine simply that the CPU is the big manager of the system. 🧠

The GPU, TPU, NPU, LPU and DPU parts are the specialists who come to help each other work.

🔹 the CPU ➡️ the main brain of the system.

Works common tasks, controls the operating system, opens programs, and handles a wide range of tasks, fits common computers and tasks that require high flexibility.

🔹 GPU ➡️ Parallel Processing Force

It can compute large amounts of data simultaneously, so it suits games, graphics, rendering, and, importantly, AI training and processing.

🔹 TPU ➡️ Google AI expert

Designed specifically to accelerate Tensor computing, it fits Machine Learning tasks and large AI models, especially in the cloud.

🔹 NPU ➡️ AI Chip for End Devices

More common in smartphones, notebooks, and devices, AI can process AI directly on devices, reducing data transmission up the cloud and saving power.

🔹 LPU ➡️ emphasizes fast response.

Designed for AI processing that requires low Latency, it fits fast response tasks such as real-time AI.

🔹 DPU ➡️ Information and Network Administrator

It handles networking, storage and security tasks in data centers, allowing the CPU and GPU to commit more resources to core tasks.

💡 What should I see when I choose a chip?

Don't just look at the word "strongest" because the strongest chip may not be the one that suits your job.

5 main matters should be considered

⚡ Speed and latency.

🔄 Parallel processing performance

🔋 Energy consumption

💰 Cost

📈 Ability to support future work.

Brief summary

CPU = General control and operation

GPU = parallel processing and AI tasks

TPU = Speeds up AI computing, especially

NPU = AI on the destination device

LPU = AI that needs a quick response.

DPU = Manages data, network and security.

👉 So the AI world is not just competing for "who is stronger," but competing for "who is best suited for what job?"

If you understand these 6 chips, when you hear about AI PC, AI Smartphone, Data Center or AI Server, you will immediately start to understand what chips are being used and what they are used for.

📌 Save this post because AI Chip will become more and more important in the coming years.

# Computer # cpu # gpu # ai # All around knowledge