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Re:Nvidia's RTX Pro 6000 has 96GB of VRAM and 600W of power by jsheard on Tuesday March 18, 2025 @03:59PM (#43404289)
GDDR memory buses are so fast that the RAM chips have to be packed tightly around the GPU core to maintain signal integrity, so the limit is more or less how many chips they can physically fit multiplied by the biggest chip capacity their suppliers can provide.
Re:Nvidia's RTX Pro 6000 has 96GB of VRAM and 600W of power by codedokode on Tuesday March 18, 2025 @04:09PM (#43404422)
But theoretically RAM chips do not need to be synchronous with each other. Even more, the data lanes on the chip do not need to be synchronous - you can treat each lane as an independent serial channel. And GDDR latency is high enough that longer lanes won't change anything.
Re:Nvidia's RTX Pro 6000 has 96GB of VRAM and 600W of power by wtallis on Tuesday March 18, 2025 @07:49PM (#43406664)
You can't quite treat each lane as an independent serial channel; DRAM chips are at least 8 bits wide, and this GPU needs to either connect 16 bits to each die or connect groups of 32 bits to two dies, and the DRAM die does want to get the whole word on the same clock cycle. There's no SERDES at either end like you get with PCIe or Ethernet. Just 512 PHYs doing 32+Gbps PAM3. If you want those to be long-reach PHYs, you're not going to have much die space or power budget left for compute.
Re:Nvidia's RTX Pro 6000 has 96GB of VRAM and 600W of power by etiam on Tuesday March 18, 2025 @04:11PM (#43404447)
Does that mean it's perfectly feasible to have more if one accepts a higher latency? Seems like there could be plenty of use cases where that's preferable.
Re:Nvidia's RTX Pro 6000 has 96GB of VRAM and 600W of power by codedokode on Tuesday March 18, 2025 @04:13PM (#43404481)
GDDR chips already have very high latency.
Re:Nvidia's RTX Pro 6000 has 96GB of VRAM and 600W of power by Lramseyer on Tuesday March 18, 2025 @05:23PM (#43405320)
Not exactly. The name of the game with GDDR memory is "speed on the cheap." To do this, it uses a parallel bus with data rates pushed to the max. Not much headroom for things that could compromise signal integrity like socketed parts, or even board traces longer than they absolutely need to be. That's why the DRAM modules are close to the GPU and they're always soldered down.

Also, the latency with GDDR7 is pretty terrible. It uses PAM3 signaling with a cursed packet encoding scheme. At least they were nice enough to add in a static data scrambler this time around! The lack of RLL was kind of a pain in GDDR6.

Re:Nvidia's RTX Pro 6000 has 96GB of VRAM and 600W of power by 0x073 on Tuesday March 18, 2025 @07:14PM (#43406346)
Like the gtx 970 with 3,5 + 0,4 memory.
Re:Nvidia's RTX Pro 6000 has 96GB of VRAM and 600W of power by lazide on Tuesday March 18, 2025 @04:06PM (#43404373)
Also limited by heat dissipation.