Don’t Let the I/O Blender Destroy Your AI Model Training
According to one of the largest surveys of AI practitioners, data infrastructure is the most significant hurdle to AI success, with 32% of respondents saying it’s their top challenge.
Join Joel Kaufman, Sr. Technical Marketing Manager at WEKA to unravel the complexities of I/O patterns in AI and generative AI pipelines and learn how to overcome the notorious I/O blender issue for enhanced model training performance.
Watch this webinar to learn:
- The varied I/O patterns contributing to the I/O blender problem.
- The impact of the I/O blender on compute utilization and model performance.
- Strategies for optimal metadata management at AI scale.
- Practical tips for maximizing your AI infrastructure’s utilization.
According to one of the largest surveys of AI practitioners, data infrastructure is the most significant hurdle to AI success, with 32% of respondents saying it’s their top challenge.
Join Joel Kaufman, Sr. Technical Marketing Manager at WEKA to unravel the complexities of I/O patterns in AI and generative AI pipelines and learn how to overcome the notorious I/O blender issue for enhanced model training performance.
Watch this webinar to learn:
- The varied I/O patterns contributing to the I/O blender problem.
- The impact of the I/O blender on compute utilization and model performance.
- Strategies for optimal metadata management at AI scale.
- Practical tips for maximizing your AI infrastructure’s utilization.
Speaker
-
Joel Kaufman
Sr. Technical Marketing Manager, WEKA