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Samsung and SK Hynix rumored to boost AI accelerator performance with the advent of the HBM4 DRAM standard

Double the HBM3E bandwidth (Image Source: Samsung)
Double the HBM3E bandwidth (Image Source: Samsung)
HBM4 could offer doubled 2048-bit bus width and a memory bandwidth of up to 2.3 TB/s if Samsung and SK Hynix manage to maintain the same number of memory stacks from the current HBM3E configurations.

HBM DRAM is still expensive compared to the GDDR solution we see integrated with consumer video cards, but the price mostly justifies the performance gains. This is why HBM is supplied with HPC and AI accelerators for the time being. It is also the reason why the Nvidia’s latest H100 cards cost so much as they pack HMB3E DRAM. South Korean sources close to DigiTimes claim that the situation could soon change with the introduction of the HBM4 standard that doubles the memory bus width over the previous version.

According to DigiTimes, HBM4 will be the most important upgrade in the history of HBM DRAM since it will increase the stack bus width from 1024-bit to 2048-bit. The current HBM3 standard boasts ~9 GT/s per chip leading to a 1.15 TB/s peak bandwidth for all stacks. If the HBM4 standard will maintain the same number of stacks, peak bandwidth could essentially reach 2.30 TB/s.

Take the Nvidia H100, for example. This card features six 1024-bit HBM3E known good stack dies (KGSDs) combining for a 6144-bit interface. Due to concerns regarding increased difficulty to manufacture memory stacks with more than 1,024 through silicon vias, Samsung and SK Hynix will need to prove they can indeed keep the same number of stacks while increasing the bus width to 2048-bit, despite claims of near-100% yields.

 

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> Expert Reviews and News on Laptops, Smartphones and Tech Innovations > News > News Archive > Newsarchive 2023 09 > Samsung and SK Hynix rumored to boost AI accelerator performance with the advent of the HBM4 DRAM standard
Bogdan Solca, 2023-09-13 (Update: 2023-09-13)