This contract with AMD... how long will this last? Missing NVIDIA GPUs in the Macbook Pro.
This contract with AMD... how long will this last? Missing NVIDIA GPUs in the Macbook Pro.
The one reason I think NVIDIA has an upper hand is CUDA. None of the other GPUs have support for this.
Isn’t cuda cores some marketing gimmick ? Either wait good luck
CUDA is very real and widely used. In theory, AMD cards should be as fast or faster for compute. In practice though, I think they suffer from lack of software support, whereas for CUDA there's ton's of software and libraries for everything. For apps that do tune for AMD, they seem to be quite competitive. Surely we still remember crypto currency mining for example. There's no particular reason why this couldn't be the case for AI and ML too. After all, it's all just lots of matrix multiplication and vector ops, isn't it? But Nvidia has the mindshare. People ask for CUDA, not for compute.Isn’t cuda cores some marketing gimmick ? Either wait good luck
For all intents and purposes the contract lasts forever. I would not expect any nvidia GPUs anytime in the near or far future. If it happens, that will be great, but I would not be holding out hope or waiting to purchase. If nvidia is a need, then move on to a different laptop that uses themThis contract with AMD... how long will this last? Missing NVIDIA GPUs in the Macbook Pro.
This contract with AMD... how long will this last? Missing NVIDIA GPUs in the Macbook Pro.
CUDA is very real and widely used. In theory, AMD cards should be as fast or faster for compute. In practice though, I think they suffer from lack of software support, whereas for CUDA there's ton's of software and libraries for everything. For apps that do tune for AMD, they seem to be quite competitive. Surely we still remember crypto currency mining for example. There's no particular reason why this couldn't be the case for AI and ML too. After all, it's all just lots of matrix multiplication and vector ops, isn't it? But Nvidia has the mindshare. People ask for CUDA, not for compute.
The lack of CUDA and support for CUDA Deep Neural Networks greatly limits the use of the Mac in hot tech areas like Machine Learning and AI.
With the new Vega chips in the Macbook Pro, does that make it more competitive for compute compared to Nvidia?
For all intents and purposes the contract lasts forever. I would not expect any nvidia GPUs anytime in the near or far future. If it happens, that will be great, but I would not be holding out hope or waiting to purchase. If nvidia is a need, then move on to a different laptop that uses them
Apple is developing their own ML and AI chips, first versions included in latest Bionic processors. Performance per watt is industry leading.
Unless makes these chips and libraries available on Windows and Linux platforms that will not catch on with the research community. Even though their code is proprietary, Nvidia became the default ML GPU because you can go down to the store, buy a GTX 1080, slap it into a box you have lying around and create and experiment with models at home or in your university lab.