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The Analytics Acceleration Blog
Featured Articles


APU vs. LPU vs. TPU vs. GPU vs. CPU: When to Use Each One
Not every workload belongs on a GPU. From CPUs to APUs, TPUs, and LPUs - five processors, five jobs, and a clear guide to picking the right one for AI, analytics, and inference at scale.

Daniela Sztulwark
5 days ago6 min read


A Case Study - Post-Training Scheme for AI Assisted Chip Verification: UART-to-AXI Block
A real-world Speedata case study on AI-assisted VLSI verification — how we embedded AI agents into a UVM workflow using a UART-to-AXI bridge with a structured post-training scheme.

Adi Fuchs
Mar 172 min read
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