Tag: #amd
Writing on GPUs, LLMs, MLOps, Kubernetes — and mindset · 3 posts
AMD vs. NVIDIA: What Actually Differs — Why the Stack Is the Problem, Not the Hardware
Breaks down the difference between AMD and NVIDIA GPUs across four layers — hardware architecture, software stack, porting path, and ecosystem maturity — without taking sides. Covers the mapping from SM to CU and from Te
2026-08-02 · 16 min read #amd#rocm#hip#nvidia#cudaAI Hardware War 2025: NVIDIA Blackwell vs AMD MI350 vs Cerebras WSE-3 vs Google TPU v7 ♪ Listenable
NVIDIA B200 with 208B transistors, Samsung HBM4 first to mass produce, Cerebras 4T transistor wafer, AMD MI350 with 288GB — a complete comparison of every player in the AI chip war by specs, benchmarks, and roadmaps.
2026-03-22 · 26 min read #nvidia#samsung#cerebras#amd#intelAMD GPU & ROCm Deep Dive: Can It Challenge CUDA for LLM Inference?
A thorough technical analysis of AMD MI300X with 192GB HBM3, the ROCm software stack, and HIP programming model. Includes real LLM serving benchmarks with vLLM and llama.cpp, and an honest assessment of strengths and wea
2026-03-18 · 14 min read #amd#rocm#gpu#mi300x#model-serving