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  5. AI Accelerator
Infrastructure & Hardwareaka Machine Learning Accelerator

AI Accelerator

An AI accelerator is hardware specialized for the tensor operations common in machine learning workloads.

Ask Melo about this← all terms

Its architecture emphasizes parallel multiply-accumulate operations, low-precision formats, and high-bandwidth data movement. Compilers and kernels map model operations to the device's execution units.

Related terms

Distributed TrainingEdge InferenceHigh-Bandwidth MemoryTensor CoreModel ObservabilityCooling

Where AI Accelerator comes up

  • Cerebras CS-4: The Wafer-Scale Chip Claiming 30x Faster AI Inference
  • Google's Frozen v2 Chip and the Start of Gemini 4 Pre-Training
  • Coral Edge AI: Complete Guide to Google's Edge Computing Platform
  • AI Chip Architectures Explained: GPU vs TPU vs Trainium vs Cerebras vs Groq