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Trade Name:AI Accelerator
Brand:AMD
Particular Year:24+
Package:BGA
Delivery Date:New and Original
Stock: 1000pcs
MI300X is an AI/HPC orientated APU that is a traditional GPU accelerator.
The MI300X AI accelerator, the world's first datacentre APU, hopes to capitalise on the booming generative AI and HPC markets.AMD has used state-of-the-art manufacturing techniques to create the MI300 series and new technologies such as ‘3.5D’ packaging to produce two chips that are claimed to offer superior performance to NVIDIA in a wide range of AI workloads. AMD has not disclosed pricing for its new chips, but they are currently shipping to a wide range of OEM partners.
The Instinct MI300 is a game-changing design: the datacentre APU mixes a total of 13 small chips, many of which are 3D stacked, to create a chip with 24 Zen 4 CPU cores incorporating the CDNA 3 graphics engine and 8 stacks of HBM3. Overall, the chip has 153 billion transistors, making it the largest chip AMD has built to date. AMD claims the chip outperforms NVIDIA's H100 GPU by a factor of four in some workloads and claims twice the performance per watt.
The MI300X represents the pinnacle of AMD's small-chip-based design approach, combining eight 12Hi stacks of HBM3 memory with eight 3D stacks of 5nm CDNA 3 GPU small chips (known as XCDs) fused onto four underlying 6nm I/O chips that are connected using AMD's now-proven Hybrid Bonding technology.
The result is a 750W accelerator with 304 compute units, 192GB of HBM3 capacity and 5.3TB/s bandwidth. The accelerator also features 256MB of Infinity Cache, which is used as a shared L3 cache layer to facilitate communication between the smaller chips. AMD calls its packaging technology for tying the smaller chips together ‘3.5D,’ which means that the 3D stacked GPUs and I/O chips are fused together via hybrid bonding and are connected to the standard 2.5D chips in the rest of the module. The rest of the module is packaged in a standard 2.5D package (horizontally attached). We'll take a closer look at the architectural components below.
The MI300X accelerator is designed to work in groups of eight in AMD's generative AI platform, with throughput of 896 GB/s between GPUs interconnected via the Infinity Fabric. the system has 1.5TB of total HBM3 memory, delivering up to 10.4 Petaflops of performance (BF16/FP16). The system is built on the Open Compute Project (OCP) Universal Baseboard (UBB) design standard, simplifying adoption, especially for hyperscale enterprises.
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