Overview
Learn about optimizing storage solutions for AI workloads in this technical presentation from Tech Field Day, where Solidigm's representative explains their strategic approach to AI data infrastructure. Explore the advantages of high-density QLC SSDs and new Gen 5 TLC SSDs, understanding how different storage architectures suit various phases of the AI pipeline. Discover performance metrics of the D7 PS1010 Gen 5 TLC SSD, featuring 14.5 GB/s sequential read speeds, and learn how Solidigm's diverse product portfolio addresses different performance and endurance requirements. Examine real-world applications through a case study with the Zoological Society of London, where high-density QLC SSDs support urban hedgehog conservation efforts through efficient image processing. Gain insights into ML Commons ML Perf Storage Benchmark results demonstrating Solidigm's competitive edge in AI workload efficiency, and understand how to select optimal storage solutions for specific AI infrastructure needs.
Syllabus
Intro
Product Recommendations
Gen 5 Performance
MLPF Benchmarks
QLC vs TLC
Zooniverse London
Wrap Up
Taught by
Tech Field Day