Microchip’s SMC Delivers High Memory Bandwidth for AI and ML

by Ruth Seeley

With increasing adoption of artificial intelligence (AI) and the machine learning (ML) tasks associated with it, hardware platforms are struggling to keep pace with networks required to process and relay information. Traditional parallel attached DRAM memory has presented a major roadblock for next-generation CPUs, which require an increased number of memory channels to deliver more memory bandwidth.

Arizona-based semiconductor supplier Microchip Technology Inc. has recently announced an expanded data center portfolio and its entrance into the memory infrastructure market with the industry’s first commercially available serial memory controller. The SMC 1000 8x25G enables CPUs and other computer-centric SoCs to utilize four times the memory channels of parallel attached DDR4 DRAM within the same package footprint. Microchip’s serial memory controllers deliver higher memory bandwidth and media independence to these compute-intensive platforms with ultra-low latency.

As the number of processing cores within CPUs has risen, the average memory bandwidth available to each processing core has decreased because CPU and SoC devices cannot scale the number of parallel DDR interfaces on a single chip to meet the needs of the increasing core count. The SMC 1000 8x25G interfaces to the CPU via 8-bit Open Memory Interface (OMI)-compliant 25 Gbps lanes and bridges to memory via a 72-bit DDR4 3200 interface. The result is a significant reduction in the required number of host CPU or SoC pins per DDR4 memory channel, allowing for more memory channels and increasing the memory bandwidth available.

A CPU or SoC with OMI support can utilize a broad set of media types with different cost, power and performance metrics without having to integrate a unique memory controller for each type. In contrast, CPU and SoC memory interfaces today are typically locked to specific DDR interface protocols, such as DDR4, at specific interface rates. The SMC 1000 8x25G is the first memory infrastructure product in Microchip’s portfolio that enables the media-independent OMI interface.

 

Data center application workloads require OMI-based DDIMM memory products to deliver the same high-performance bandwidth and low latency results of today’s parallel-DDR based memory products. Microchip’s SMC 1000 8x25G features an innovative low latency design that delivers less than four ns incremental latency over a traditional integrated DDR controller with LRDIMM. This results in OMI-based DDIMM products having virtually identical bandwidth and latency performance to comparable LRDIMM products.

New memory interface technologies such as OMI enable a broad range of SoC applications to support the increasing memory requirements of high-performance data center applications. Microchip is partnering with IBM, who has made a strategic decision to utilize OMI standard interfaces to increase memory bandwidth for POWER processor memory interfaces.

SMART Modular, Micron and Samsung Electronics are building multiple pin-efficient 84-pin Differential Dual-Inline Memory Modules (DDIMM) with capacities ranging from 16 GB to 256 GB, conforming to the draft JEDEC DDR5 standard DDIMM form factor. These DDIMMs will leverage the SMC 1000 8x25G and will seamlessly plug into any OMI-compliant 25 Gbps interface.

To support customers building systems that are compliant with the OMI standard, the SMC 1000 comes with design-in collateral and ChipLink diagnostic tools that provide extensive debug, diagnostics, configuration and analysts tools with an intuitive GUI.

Source: Microchip Technology Inc.

 

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