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Uday Dikshit

Uday Dikshit is the platform engineering lead at AceCloud, working on the GPU side of the fleet. He qualifies new NVIDIA instances, runs benchmarks across the H200, H100, A100, L40S, and RTX Pro Blackwell lineup, and advises customers on the right GPU card for their workloads. He spends a fair amount of that time telling people the RTX Series they asked for is roughly three times the GPU they will ever touch.
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AWS Trainium3 vs Google Ironwood TPU vs NVIDIA Blackwell: Cloud AI Silicon Compared

AWS Trainium3 vs Google Ironwood TPU vs NVIDIA Blackwell: Cloud AI Silicon Compared

Quick Answer AWS Trainium3 is best suited to AWS-native teams focused on cost-efficient training and inference, while Google Ironwood TPU targets large-scale inference within Google Cloud. NVIDIA Blackwell offers the broadest software ecosystem, framework support, and deployment flexibility. The right choice depends on workload type, cloud strategy, engineering expertise, performance needs, and total cost of […]

September 15, 2026