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Course Outline
Introduction
- Defining Kubefirst
- Overview of Kubefirst features and architecture
- Integration with open-source tools (Terraform, Vault, Argo, etc.)
Setting up the Development Environment
- Installation and configuration of the Kubefirst SDK
- Selection and setup of cloud platforms (Local, AWS, Civo, etc.)
- Creating a Kubefirst project in Visual Studio Code
- Exploration of project structure and files
Kubefirst Programming Model
- Comprehending Kubefirst directives and clauses
- Using parallel directives to create parallel regions
- Applying kernel directives to parallelize kernels
- Employing loop directives to parallelize loops
Kubefirst Data Management
- Managing data movement via data directives
- Synchronizing data using update directives
- Enhancing data reuse through cache directives
- Creating device functions with routine directives
Kubefirst API and Libraries
- Understanding the Kubefirst API within host programs
- Querying device information using the Kubefirst API
- Configuring device number and type via the Kubefirst API
- Managing errors and exceptions with the Kubefirst API
- Utilizing Kubefirst libraries (math, random, complex)
Kubefirst Tools
- Understanding the purpose of Kubefirst tools
- Utilizing tools to profile and debug Kubefirst programs
- Measuring and optimizing execution time with tools (PGI Compiler, NVIDIA Nsight Systems, Allinea Forge)
Kubefirst Applications
- Best practices for development and deployment with Kubefirst
- Interoperability with other programming models (CUDA, OpenCL, SYCL)
- Integration with GPU libraries (cuBLAS, cuFFT)
- Demonstration of the Kubefirst Metaphor demo application
Summary and Next Steps
Requirements
- Foundational understanding of computer architecture and memory hierarchy
- Working familiarity with Docker and Kubernetes concepts and commands
Target Audience
- Developers
14 Hours
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