NVIDIA Updates GPU Roadmap; Unveils Pascal Architecture For 2016by Ryan Smith on March 26, 2014 2:30 AM EST
In something of a surprise move, NVIDIA took to the stage today at GTC to announce a new roadmap for their GPU families. With today’s announcement comes news of a significant restructuring of the roadmap that will see GPUs and features moved around, and a new GPU architecture, Pascal, introduced in the middle.
We’ll get to Pascal in a second, but to put it into context let’s first discuss NVIDIA’s restructuring. At GTC 2013 NVIDIA announced their future Volta architecture. Volta, which had no scheduled date at the time, would be the GPU after Maxwell. Volta’s marquee feature would be on-package DRAM, utilizing Through Silicon Vias (TSVs) to die stack memory and place it on the same package as the GPU. Meanwhile in that roadmap NVIDIA also gave Maxwell a date and a marquee feature: 2014, and Unified Virtual Memory.
As of today that roadmap has more or less been thrown out. No products have been removed, but what Maxwell is and what Volta is have changed, as has the pacing. Maxwell for its part has “lost” its unified virtual memory feature. This feature is now slated for the chip after Maxwell, and in the meantime the closest Maxwell will get is the software based unified memory feature being rolled out in CUDA 6. Furthermore NVIDIA has not offered any further details on second generation Maxwell (the higher performing Maxwell chips) and how those might be integrated into professional products.
As far as NVIDIA is concerned, Maxwell’s marquee feature is now DirectX 12 support (though even the extent of this isn’t perfectly clear), and that with the shipment of the GeForce GTX 750 series, Maxwell is now shipping in 2014 as scheduled. We’re still expecting second generation Maxwell products, but at this juncture it does not look like we should be expecting any additional functionality beyond what Big Kepler + 1st Gen Maxwell can achieve.
Meanwhile Volta has been pushed back and stripped of its marquee feature. It’s on-package DRAM has been promoted to the GPU before Volta, and while Volta still exists, publicly it is a blank slate. We do not know anything else about Volta beyond the fact that it will come after the 2016 GPU.
Which brings us to Pascal, the 2016 GPU. Pascal is NVIDIA’s latest GPU architecture and is being introduced in between Maxwell and Volta. In the process it has absorbed old Maxwell’s unified virtual memory support and old Volta’s on-package DRAM, integrating those feature additions into a single new product.
With today’s announcement comes a small degree of additional detail on NVIDIA’s on-package memory plans. The bulk of what we wrote for Volta last year remains true: NVIDIA uses on-package stacked DRAM, allowed by the use of TSVs. What’s new is that NVIDIA has confirmed they will be using JEDEC’s High Bandwidth Memory (HBM) standard, and the test vehicle Pascal card we have seen uses entirely on-package memory, so there isn’t a split memory design. Though we’d also point out that unlike the old Volta announcement, NVIDIA isn’t listing any solid bandwidth goals like the 1TB/sec number we had last time. From what NVIDIA has said, this likely comes down to a cost issue: how much memory bandwidth are customers willing to pay for, given the cutting edge nature of this technology?
Meanwhile NVIDIA hasn’t said anything else directly about the unified memory plans that Pascal has inherited from old Maxwell. However after we get to the final pillar of Pascal, how that will fit in should make more sense.
Coming to the final pillar then, we have a brand new feature being introduced for Pascal: NVLink. NVLink, in a nutshell, is NVIDIA’s effort to supplant PCI-Express with a faster interconnect bus. From the perspective of NVIDIA, who is looking at what it would take to allow compute workloads to better scale across multiple GPUs, the 16GB/sec made available by PCI-Express 3.0 is hardly adequate. Especially when compared to the 250GB/sec+ of memory bandwidth available within a single card. PCIe 4.0 in turn will eventually bring higher bandwidth yet, but this still is not enough. As such NVIDIA is pursuing their own bus to achieve the kind of bandwidth they desire.
The end result is a bus that looks a whole heck of a lot like PCIe, and is even programmed like PCIe, but operates with tighter requirements and a true point-to-point design. NVLink uses differential signaling (like PCIe), with the smallest unit of connectivity being a “block.” A block contains 8 lanes, each rated for 20Gbps, for a combined bandwidth of 20GB/sec. In terms of transfers per second this puts NVLink at roughly 20 gigatransfers/second, as compared to an already staggering 8GT/sec for PCIe 3.0, indicating at just how high a frequency this bus is planned to run at.
Multiple blocks in turn can be teamed together to provide additional bandwidth between two devices, or those blocks can be used to connect to additional devices, with the number of bricks depending on the SKU. The actual bus is purely point-to-point – no root complex has been discussed – so we’d be looking at processors directly wired to each other instead of going through a discrete PCIe switch or the root complex built into a CPU. This makes NVLink very similar to AMD’s Hypertransport, or Intel’s Quick Path Interconnect (QPI). This includes the NUMA aspects of not necessarily having every processor connected to every other processor.
But the rabbit hole goes deeper. To pull off the kind of transfer rates NVIDIA wants to accomplish, the traditional PCI/PCIe style edge connector is no good; if nothing else the lengths that can be supported by such a fast bus are too short. So NVLink will be ditching the slot in favor of what NVIDIA is labeling a mezzanine connector, the type of connector typically used to sandwich multiple PCBs together (think GTX 295). We haven’t seen the connector yet, but it goes without saying that this requires a major change in motherboard designs for the boards that will support NVLink. The upside of this however is that with this change and the use of a true point-to-point bus, what NVIDIA is proposing is for all practical purposes a socketed GPU, just with the memory and power delivery circuitry on the GPU instead of on the motherboard.
NVIDIA’s Pascal test vehicle is one such example of what a card would look like. We cannot see the connector itself, but the basic idea is that it will lay down on a motherboard parallel to the board (instead of perpendicular like PCIe slots), with each Pascal card connected to the board through the NVLink mezzanine connector. Besides reducing trace lengths, this has the added benefit of allowing such GPUs to be cooled with CPU-style cooling methods (we’re talking about servers here, not desktops) in a space efficient manner. How many NVLink mezzanine connectors available would of course depend on how many the motherboard design calls for, which in turn will depend on how much space is available.
Molex's NeoScale: An example of a modern, high bandwidth mezzanine connector
One final benefit NVIDIA is touting is that the new connector and bus will improve both energy efficiency and energy delivery. When it comes to energy efficiency NVIDIA is telling us that per byte, NVLink will be more efficient than PCIe – this being a legitimate concern when scaling up to many GPUs. At the same time the connector will be designed to provide far more than the 75W PCIe is spec’d for today, allowing the GPU to be directly powered via the connector, as opposed to requiring external PCIe power cables that clutter up designs.
With all of that said, while NVIDIA has grand plans for NVLink, it’s also clear that PCIe isn’t going to be completely replaced anytime soon on a large scale. NVIDIA will still support PCIe – in fact the blocks can talk PCIe or NVLink – and even in NVLink setups there are certain command and control communiques that must be sent through PCIe rather than NVLink. In other words, PCIe will still be supported across NVIDIA's product lines, with NVLink existing as a high performance alternative for the appropriate product lines. The best case scenario for NVLink right now is that it takes hold in servers, while workstations and consumers would continue to use PCIe as they do today.
Meanwhile, though NVLink won’t even be shipping until Pascal in 2016, NVIDIA already has some future plans in store for the technology. Along with a GPU-to-GPU link, NVIDIA’s plans include a more ambitious CPU-to-GPU link, in large part to achieve the same data transfer and synchronization goals as with inter-GPU communication. As part of the OpenPOWER consortium, NVLink is being made available to POWER CPU designs, though no specific CPU has been announced. Meanwhile the door is also left open for NVIDIA to build an ARM CPU implementing NVLink (Denver perhaps?) but again, no such product is being announced today. If it did come to fruition though, then it would be similar in concept to AMD’s abandoned “Torrenza” plans to utilize HyperTransport to connect CPUs with other processors (e.g. GPUs).
Finally, NVIDIA has already worked out some feature goals for what they want to do with NVLink 2.0, which would come on the GPU after Pascal (which by NV’s other statements should be Volta). NVLink 2.0 would introduce cache coherency to the interface and processors on it, which would allow for further performance improvements and the ability to more readily execute programs in a heterogeneous manner, as cache coherency is a precursor to tightly shared memory.
Wrapping things up, with an attached date for Pascal and numerous features now billed for that product, NVIDIA looks to have to set the wheels in motion for developing the GPU they’d like to have in 2016. The roadmap alteration we’ve seen today is unexpected to say the least, but Pascal is on much more solid footing than old Volta was in 2013. In the meantime we’re still waiting to see what Maxwell will bring NVIDIA’s professional products, and it looks like we’ll be waiting a bit longer to get the answer to that question.
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blau808 - Wednesday, March 26, 2014 - linkLooks like I'm waiting until 2016 to buy a new card.
blanarahul - Wednesday, March 26, 2014 - linkBig Maxwell will have Denver Cores, right?
darkich - Wednesday, March 26, 2014 - linkDenver cores are for the SoC (Tegra) Maxwell only.
Little Maxwell actually
hpglow - Wednesday, March 26, 2014 - linkSince maxwell's inception Nvidia has been touting that it would have a Denver core so I hope they ship the mid to upper end products as promised.
extide - Wednesday, March 26, 2014 - linkThat hasn't been on any recent roadmap though.., so basically... don;t expect it to happen.
Frenetic Pony - Wednesday, March 26, 2014 - link"GPU manufacturer proprietary bull! Come get it while it's hot, while it's steaming!"
MMMM, Mantle, this and G-Sync, proprietary fixed function raytracing... It's like the "good" old days of Glyde all over again.
CiccioB - Thursday, March 27, 2014 - linkThat's natural when "standards" evolve too slowly or can't adress specific issues.
In this case PCIe4.0 seems to be too slow.
I really wonder how Intel is going to accept NVLink. IMHO they are going to implement it only on server motherboards/chipsets while it will never arrive in the mainstram market. If others are going to use NVLink while Intel does not may be a problem for Intel in HPC market, where its solutions may be easily replaced by much more powerful (and efficient) solutions.
In the mainstream market, on the other hand, NVLink will open the doors to a situation where x86 CPUs may be put aside with respect to the performances obtained using external modules mounted on that NVLink bus. x86 will just be useful to run Windows and nothing more, as the main part of computational work may be delivered to those external components (that may be GPUs but also other kind of non-Intel HW, which could clearly also become a problem for Phi Xeon).
camara - Sunday, March 30, 2014 - linkLooks like Intel's plan is to use OPCIe which is expected to have 1.6 Tbs which gives 100 GB/s bidirectional link. Cables and MXC connectors for this interface are already being tested and slated for production Q3 2014.
BMNify - Sunday, March 30, 2014 - linkalready stated below but you are also forgetting to mention this new MXC connector for the data center is actually made to support up to 64 fibers, At a speed of 25G each, (as per a single QPI link) it can carry 1.6 Tbps of data which is 200GB.... but as far as we are aware right now the OPCIe module interfaces after the QPI links so Intel will need to include a massive amount of extra QPI links to cover this "up to" 100GB><100GB potential...
as already said Intel should probably invent a matching OQPI link to sit beside the existing slow QPI links for backward compatibility or use cheap 3rd party ARM 2Tb/s (256GB) NOC SOC IP :) unlikely OC
Ian Cutress - Wednesday, March 26, 2014 - linkI like how NVIDIA adjusted the graph scale from DP GFlops/watt to SGEMM/W (normalised) in order to give it an exponential curve. They could just give us a straight line with each year and the product planned and we would still be happy.
But it looks like GDC 2015 and 2016 are going to be interesting - NVIDIA will have to start teaching people how to use NVLink and Stacked DRAM better in code before the products actually hit the market. They will also have to pair up with a graphics engine to show it off on day one. Will be interesting to find out if the PCIe/NVLink transition is seemless or you have to code for it - having access to more bandwidth could change the coding paradigm.