Just for instance, Apple sell an extremely expensive workstation with two very powerful graphics cards. Providing better ways to use a Mac Pro's GPUs is a good way to sell more Mac Pros, and a way to unlock more computational power as the power of CPU cores has levelled off.
Despite Apple's best efforts, OpenCL uptake seems to be sluggish. CUDA continues to dominate developer mindshare, by providing a far better language, API, and toolchain.
Compare the C++11 subset supported by the Metal shading language to the device language of CUDA C++. Templates are a huge feature. Ahead-of-time compilation is huge (vs shipping strings to the driver like OpenCL). It retains the basic workgroup structure of OpenCL with local and global memory, so it looks feasible to map to NVIDIA and AMD hardware. Is there really anything PowerVR specific in here? People seem to be inferring an awful lot from the name, but nothing sticks out at first glance.
The features of the shading language would make porting applications from CUDA less painful. If they went all in on XCode dev tools to make it a rival to NSight for profiling/debugging, maybe those Mac Pro GPUs wouldn't seem so neglected.
i'm afraid i have to disagree with you there. over the past 5 years, CUDA popularity has peaked and is actually starting to decline. i would cite my source for that, but i'm on my phone.
aot vs online compilation is another kettle of fish. aot isn't necessarily better, although it is a more attractive offer for developers if they don't wish to ship kernel source. regardless, OpenCL 2.0 has SPIR, an llvm-it dialect that addresses this issue.
templates are not a big deal. GPGPU silicon is not well suited for complex computation (for some values of "complex") at least. i really wish C++ language features wouldn't get into the language. it's not going to be good.
if metal can replace OpenGL, then maybe i can get behind this. the failure of longs peak really set into motion it's relative demise. the API is in serious need of work.
What's your alternative to templates for generic code, exactly? C macros? Scripted pre-processing that further screws up the already marginal tool support for debugging and profiling? Copy+paste? Templates are completely orthogonal to "complex computation" -- I just want to use a device function on different data types without run-time overhead.
On the topic of complex computation, I'm constantly surprised at the kind of features NV adds to CUDA and how well they actually work. I'm also surprised at the kinds of things people do on the hardware. If someone implements a high performance lock-free data structure on the GPU, you can't look at that and say oh, that's too complex, you shouldn't do that.
Also, until we're all working on computers that look like the PS4 with a unified global memory, there's a huge incentive to cram the awkward bits of your program onto the GPU any way you can, even if it drags a bit, because that's where the data is.
NVIDIA has really gone to some extremes. malloc in device functions. vtable support. Dynamic parallelism. Metal has none of this stuff.
<EDIT: Just now saw your other replies downthread. I'm leaving this comment because it reflects my personal experience and opinions, but don't feel like you need to repeat yourself to clarify your position re: templates, etc>
Hypothesis 1: Metal aims to replicate that for iOS, while Mantle can be used in the Mac Pro (which uses ATI cards)
Hypothesis 2: Metal could wrap around Mantle on OSX and some other similar interface on iOS where Mantle is not available, for a unified Apple interface without having to write their own ATI drivers
You can't replace the GPU on any current Mac either.
> Apple has full source code to the driver stack (and probably wrote most of it themselves
That's pure speculation, and I doubt it.
The only place where this is likely true is for their Intel graphics drivers - Intel is probably the only graphics company on the planet that treats their graphics hardware as something less than the most cherished of all trade secrets.
No, you can bet damned good money they get a "manual" and a binary blob from their GPU vendor and they have to do the same reverse engineering as the Mesa folk do, only they have the added advantage of not needing to recontribute any of their changes publicly.
Apple as a company is the very embodiment of control. Ever since Jobs took the reigns back they have held the entire production pipeline of their products in an iron grip. I wouldn't imagine software, especially driver code that has such a massive impact on user experience to be any different.
GPU vendors allow game engine developers of a reasonable size access to the source of their drivers, why do you think that a company much more powerful (and actually a customer) would be denied the same access?
The implication they probably (re)wrote most if it themselves wouldn't surprise me much either. They have already shown that low level engineering is neither beneath them or beyond their capability. They produced their own ARM chips well ahead of the other vendors (even beating out veterans in that space like Qualcomm) and have continued to show they want to control everything except maybe the fab.
So lets be honest, the only thing that is likely to be true is they have access to everything and probably influence development of PowerVR hardware significantly.
false. i cannot cite a source for this, but i know they have direct access to current nvidia and AMD driver source trees, which they themselves extend/modify.
If you have access to OpenGL/CL Metal isn't going to give you much (other than perhaps a prettier API). Since most PC/Mac games are written in OpenGL/CL it will only make things slower.
The Metal API only really gives you extra perf if you're currently using SceneKit.