Comment Re:Why not on Intel? (Score 2) 31
AMD lost big money and was uncompetitive for many years in the CPU and then the GPU space. AMD was/is fighting a 2 front war against hypercompetitive Intel and Nvidia.
Nvidia hasn't misstepped badly like Intel and keeps a significant lead over AMD, who is now only 1 step behind team green in GPU hardware but 2-3 steps behind in software. CUDA and ML support has been nurtured for years by Nvidia while AMD was nonexistent. An entire AI/ML ecosystem has grown up around Nvidia as a result.
RocM exists but supported GPU list is rather limited, and AMD's software support teams still seem to be smaller than Nvidia's.
https://www.amd.com/en/products/software/rocm.html#rocm-for-ai
None of this really helps you because you're running MacOS as well... so it's an MacOS edge case upon an AMD edge case. I suppose you could buy an eGPU case to add an Nvidia GPU over thunderbolt, but that still doesn't really help you because you'd also have to swap the MacOS to boot to Windows since Apple broke up with Nvidia years ago and there is no RTX MacOS driver.
If you want decent AI/ML performance locally you'd basically have to switch to a Windows/Linux machine with a RTX GPU. AMD and Apple are not significant players in this space (yet), and none of Apple/AMD's moves help you with your legacied laptop, it's all towards new hardware only. :-/
Nvidia hasn't misstepped badly like Intel and keeps a significant lead over AMD, who is now only 1 step behind team green in GPU hardware but 2-3 steps behind in software. CUDA and ML support has been nurtured for years by Nvidia while AMD was nonexistent. An entire AI/ML ecosystem has grown up around Nvidia as a result.
RocM exists but supported GPU list is rather limited, and AMD's software support teams still seem to be smaller than Nvidia's.
https://www.amd.com/en/products/software/rocm.html#rocm-for-ai
None of this really helps you because you're running MacOS as well... so it's an MacOS edge case upon an AMD edge case. I suppose you could buy an eGPU case to add an Nvidia GPU over thunderbolt, but that still doesn't really help you because you'd also have to swap the MacOS to boot to Windows since Apple broke up with Nvidia years ago and there is no RTX MacOS driver.
If you want decent AI/ML performance locally you'd basically have to switch to a Windows/Linux machine with a RTX GPU. AMD and Apple are not significant players in this space (yet), and none of Apple/AMD's moves help you with your legacied laptop, it's all towards new hardware only.