Creating Sustainable World with Fujitsu's HPC & AI Technology
TimeSunday, 14 November 20218am - 8:30am CST
DescriptionAI technologies have advanced significantly, and the complexity of training neural networks continues to increase.
Fujitsu researched and developed AI acceleration technologies using large-scale parallelism.
In this presentation, we will show a couple of our research and what techniques we have applied.
One is the research for acceleration of image classification.
Using ABCI's V100 3000+ GPUs, we were able to train ResNet50 in just 62.1 seconds.
Another work is MLPerf HPC. This is an AI benchmark with very heavy workload.
We applied hybrid parallel method and evaluated on Fugaku.
Fugaku has achieved the world's best record for a CPU-based machine in MLPerf HPC v0.7.