Tag: #gpu — nullvuild

NVIDIA Blackwell Architecture: What Actually Changed from Hopper and Why It Matters

208 billion transistors. That's what NVIDIA packed into the Blackwell B200 GPU — more than double Hopper's 80 billion. The numbers are staggering. But transist…

#nvidia #blackwell #hopper #gpu

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LLM Inference Engineering: What Actually Happens Between "Submit" and Your Response

You hit Enter. The model responds. It looks instant — or close to it. But between those two moments, something extraordinary is happening at the hardware level…

#llm #inference #ai #engineering

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Memory Bandwidth: The Bottleneck Nobody Talks About in AI Hardware

Everyone's obsessed with FLOPS counts. I'd argue that's the wrong number to watch. ## The Real Bottleneck When people compare AI hardware, the conversation al…

#ai #hardware #memory #gpu

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AI Hardware 2026: Why GPUs, What Are TPUs, and What's Coming

In 2012, a neural network called AlexNet won an image recognition competition by a margin so large it effectively ended the competition — and began the GPU era…

#ai-hardware #gpu #tpu #nvidia

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RTX 5090 AI 워크로드 성능 분석 — LLM 로컬 실행, 파인튜닝에 실제로 얼마나 도움이 되나

- NVIDIA RTX 5090이 출시됐다. 게이밍 GPU지만 LLM 로컬 실행과 파인튜닝에도 최고 사양이다. - 스펙: **96GB GDDR7**, 메모리 대역폭 **1.79 TB/s**, CUDA 코어 21,760개. - 가격 대비 성능이 개인 AI 개발자에게 정당화되는 수준인지 실…

#nvidia #rtx5090 #gpu #llm

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NVIDIA Blackwell B200 — AI 데이터센터 판도를 바꿀 GPU

## NVIDIA Blackwell B200 — AI 데이터센터 판도를 바꿀 GPU NVIDIA가 2024년 GTC에서 공개하고 2025년부터 본격 출하를 시작한 Blackwell B200은 AI 데이터센터 시장의 새로운 기준이 되고 있다. H100이 ChatGPT 붐을 타고 AI…

#nvidia #gpu #blackwell #ai인프라

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NVIDIAのBlackwell：H100との本当の差はどこか

# NVIDIAのBlackwell：H100との本当の差はどこか 2024年に発表されたNVIDIAのBlackwellアーキテクチャ（B200/B100）は、前世代のHopper（H100）から大幅な性能向上を謳っている。だがスペックシートの数字だけで判断するのは早計だ。実際のワークロードにおける差を冷静に整理す…

#nvidia #blackwell #h100 #gpu

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"NVIDIAのBlackwell：H100との本当の差はどこか"

## 背景 2024年末から2025年にかけて、NVIDIAはBlackwellアーキテクチャを搭載したGPU群を本格投入した。GB200、B100、B200といったラインナップが登場し、クラウドプロバイダーや研究機関の間で「H100からの移行タイミング」が大きな関心事になっている。だが、スペック表の…

#nvidia #gpu #ai chip #半導体

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AMD Instinct MI350 vs NVIDIA Blackwell: The Inference Showdown of 2026

AMD just did something unexpected. The Instinct MI350X, built on the CDNA 4 architecture, is posting inference benchmarks that datacenter engineers are actual…

#amd #nvidia #gpu #inference

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NVIDIA Blackwell B200: The Architecture That Made H100 Look Like a Prototype

In March 2024, NVIDIA announced Blackwell at GTC. The numbers were so large they seemed implausible. Two years later, the B200 and GB200 NVL72 have shipped to h…

#nvidia #blackwell #ai-hardware #gpu

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