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Samsung PM9A3 3.84 TB · 3000 pcs · $500/unitSolidigm D7-P5520 7.68 TB · 900 pcs · $720/unitWD Gold 20 TB · 120 pcs · $360/unitSeagate Exos 16 TB · 260 pcs · $250/unitSamsung DDR5 RDIMM 64 GB · 1500 pcs · $210/unitSamsung PM9A3 3.84 TB · 3000 pcs · $500/unitSolidigm D7-P5520 7.68 TB · 900 pcs · $720/unitWD Gold 20 TB · 120 pcs · $360/unitSeagate Exos 16 TB · 260 pcs · $250/unitSamsung DDR5 RDIMM 64 GB · 1500 pcs · $210/unit
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AI Training & Inference
Home / Applications / AI Training & Inference
APPLICATION 01

AI Training & Inference

High-Throughput, Low-Latency Storage for AI Workloads

ByteExo delivers the performance your AI clusters deserve. The Samsung PM9D3a Gen5 NVMe SSD reaches sequential read speeds up to 12,000 MB/s, combined with DDR5 6400MHz memory to eliminate I/O bottlenecks and maximize GPU utilization.

70%
faster AI training data loading
01
THE CHALLENGE

The scenario

AI training and inference demand extreme data throughput and ultra-low latency. When storage becomes the bottleneck, expensive GPU clusters sit idle waiting for data to load. As model sizes grow, the storage bottleneck becomes the single largest constraint on training efficiency.

03
ARCHITECTURE

From storage to GPU, with no I/O wait

PM9D3aGen5 NVMe storage12,000 MB/sDDR5 128GB6400MHz memoryin-memoryGPU clustertraining / inference95%+ utilDATA PATH · STORAGE → MEMORY → COMPUTE
70%
faster AI training data loading

70% faster training data loading and 95%+ GPU utilization. Eliminate I/O bottlenecks and keep expensive GPUs fed.

04
RECOMMENDED CONFIGURATION

A typical configuration

01
AI training node: PM9D3a 7.68TB + DDR5 128GB × 8
05
WHO IT'S FOR

Target customers

AI platformslarge-model training clustersautonomous-driving R&D teams
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