I'm not sure why AMD hasn't just directly implemented CUDA, but they did ship HIPify which can translate CUDA code to HIP. Doesn't work for everything, but seem

I'm not sure why AMD hasn't just directly implemented CUDA, but they did ship HIPify which can translate CUDA code to HIP. Doesn't work for everything, but seems to work for a lot of important ML code. ROCm stack doesn't seem very fully baked though. Only a handful of consumer GPUs are officially supported and stability seems less than great