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Guide to Building a Serverless A2A Gateway for AI Agent Communication
A tutorial outlines building a serverless A2A gateway for efficient agent communication. It addresses operational burdens by centralizing agent routing and access control, which aids in managing multiple AI agents without complex integrations.
Using Amazon Cognito and Verified Permissions for Access Control in B2C Apps
Developers can implement fine-grained access control in B2C applications using Amazon Cognito and Amazon Verified Permissions. This framework aids in managing user authentication and authorization efficiently, minimizing development efforts while enhancing security.
Guide for Configuring AMD Strix Halo RDMA Cluster for vLLM Inference
A new guide provides detailed steps for setting up a two-node AMD Strix Halo cluster using Intel E810 NICs for distributed vLLM inference with Tensor Parallelism. This setup aims to reduce latency significantly, enhancing performance for interactive token generation in AI models.
Profiling in PyTorch: Expanding to Fused MLP with nn.Linear
The second part of the 'Profiling in PyTorch' series introduces the use of nn.Linear to create a Multilayer Perceptron (MLP) block. This change highlights how to efficiently profile and optimize deep learning models in PyTorch by leveraging GPU capabilities.