Are Rugged Compact Platforms Ready for Edge AI?
Read the report Performance InsightsThu, 14 Mar 2024 16:47:06 -0000
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Scalers AI™ tested the Impellers Defect Inspection at the Edge on the Dell PowerEdge XR5610 server. Impellers are rotating components used in various industrial processes, including fluid handling in pumps and fans. Quality inspection of impellers is crucial to ensure their reliable performance and durability.
Dell™ PowerEdge™XR5610 Server supports 50 simultaneous streams running AI defect detection in a single CPU config with Dell™PowerEdge™ XR Portfolio offering scalability to 4CPUs at a near-linear scale. 1.4x Gen on Gen Performance Improvement Using Intel® Deep Learning Boost and Intel® OpenVINO™ Smart Factory Solution | Defect Detection Solution.
Dell™ PowerEdge™ XR 5610 servers, equipped with fourth Gen Intel® Xeon® scalable processors, are well suited to handle Edge AI applications with both AI inference and training at the Edge. The rugged form factor, extended temp, and scalability to four sockets enable compute to be deployed in the physical world closer to the point of data creation, allowing for near-real-time insights.
Fast-track development with access to the solution code:
Contact your Dell™ representative or Scalers AI™ at contact@scalers.ai for access. Save hundreds of hours of development with the solution code. As part of this effort, ScalersAI™ is making the solution code available.
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Thu, 14 Mar 2024 16:47:06 -0000
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Scalers AI™ tested the latest generation Dell PowerEdge XR 5610 and XR7620 servers for Smart City Solution. Their smart cities solution uses artificial intelligence and computer vision to monitor real-time traffic safety.
Dell™ PowerEdge™ XR5610 system showed better performance compared to Dell™ PowerEdge™XR11system for AI inference and decoding tasks using the TinyYoloV4 model with INT8 precision and the Intel®OpenVINO™ framework. Dell™ PowerEdge™ XR5610 system had a 2.5x improvement in AI inference on images and a 1.77x improvement in AI inference and decoding on video at 1080 P resolution. When running Scalers AI application, which includes AI inference, decoding a video stream, and application services, the Dell™ PowerEdge™ XR5610 system had a 1.9x improvement in performance.
Dell™ PowerEdge™ XR5610 has us covered for real-world deployments in harsh conditions requiring compact form factors that can withstand dust, vibration, extreme temperatures, and humidity. For more compute, Dell™ PowerEdge™ XR7620 offers two 4th Gen Intel® Xeon® Scalable Processors, and we saw near-linear scale in our AI and video decode workloads making Dell™ PowerEdge™ XR ideal for high-performance application deployment in harsh environments.
Fast-track development with access to the solution code:
Contact your Dell™ representative or Scalers AI™ at contact@scalers.ai for access. Save hundreds of hours of development with the solution code. As part of this effort, ScalersAI™ is making the solution code available.
Intel Edge Insights for Industrial Software
Thu, 14 Mar 2024 16:47:06 -0000
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Scalers AI™ tested Intel® Edge Insights for Industrial Software package on the latest generation Dell PowerEdge XR 5610 and XR7620 servers for printed circuit board Defect Inspection and Worker Safety use cases.
Dell™ XR5610 Performance Insights with 4th Gen Intel® Xeon® 5 scalable processors using Intel® Deep Learning Boost with Advanced Matrix Extensions results in 1.6x performance from prior generation on Industrial AI workloads.
Dell™ XR portfolio includes 2U dual socket Dell™ XR7620 and 2U sled-based XR8000 along with 1U Single Socket Dell™ XR5610, offering flexibility and scalability with highly configurable options for CPU, memory, and I/O needed for Edge and Telecom applications.
Fast-track development with access to the solution code:
Contact your Dell™ representative or Scalers AI™ at contact@scalers.ai for access. Save hundreds of hours of development with the solution code. As part of this effort, ScalersAI™ is making the solution code available.