Summary of the Specs of Commonly Used GPUs for Training and Inference of LLM
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NVIDIA GB200/B200 : GB200/B200 Datasheet
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GeForce RTX 5090 : Blackwell GPU Arch whitepaper
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NVIDIA H100:H100 GPU Arch & H100 DataSheet
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NVIDIA H200:H200 DataSheet
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NVIDIA H800:H800 DataSheet
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NVIDIA H20:H20 DataSheet
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GeForce RTX 4090 : Ada GPU Arch whitepaper
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NVIDIA L40:L40 DataSheet
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NVIDIA L40s:L40s DataSheet
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NVIDIA L20:L20 Dataheet
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NVIDIA A100:A100 DataSheet 、Ampere-arch-whitepaper
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NVIDIA A800:A800 80G DataSheet、A800 40G DataSheet
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NVIDIA A16 :A16 DataSheet、A16 Product Brief
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NVIDIA A2 :A2 DataSheet、A2 Product Brief
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NVIDIA A10 :A10 DataSheet、A10 Product Brief
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NVIDIA A40 :A40 DataSheet、A40 Product Brief
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NVIDIA A30 :A30 DataSheet、A30 Product Brief
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NVIDIA T4 :T4 Tensor Core Datasheet、T4 Product Brief、NVIDIA TURING GPU Arch
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NVIDIA V100: V100 DataSheet、Volta-arch-whitepaper
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…
- AMD Instinct MI325X : MI325X DataSheet
- AMD Instinct MI300X:MI300X DataSheet
- AMD Instinct MI300A:MI300A DataSheet
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- 摩尔线程 MTT S4000 : MTT S4000 DataSheet 页面底部
- 华为、昆仑芯、天数智芯、燧原等国产AI加速卡参考知乎@黄世青提供: 国产AI加速卡性能数据