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GPU跟ASIC的训练和推理成本对比
傅里叶的猫· 2025-07-10 15:10
我们讲过很多关于GPU vs ASIC的内容,前几天还发过这样一张图,国外大厂的研发进度规划。 下面的数据是HSBC统计的,我只列出了统计的部分数据,星球中我们把各大投行日常研报中的关键 数据都做了记录,有兴趣的朋友可以到星球中查看。 | Chip supplier | Chip type | Chip name | Design partner | Release date | Tech | Memory type | Capacity (GB) | | --- | --- | --- | --- | --- | --- | --- | --- | | NVIDIA (Global) | Al GPU | A100 | In - House | 2020 | node 7nm | HBM2e 8 High | 80 | | NVIDIA (Global) | AI GPU | H100 | In - House | 2022 | 4nm | HBM3 8 High | 80 | | NVIDIA (Global) | AI GPU | B100 | In - House | 2024 | 4nm | HBM ...