OpenCL Classroom Training and Certification
Course Overview
- Course Rating 4.5/5
Overview
OpenCL is a standard for programming heterogeneous computers built from CPUs, GPUs, and other processors.
refer: Wikipedia
This two-day OpenCL training program provides an in-depth understanding of OpenCL (Open Computing Language), an open standard for cross-platform parallel programming of diverse processors found in personal computers, servers, and handheld devices. Participants will learn how to develop and optimize OpenCL applications to leverage the computational power of modern GPUs and CPUs. .
OpenCL corporate training and certification oriented remote program aims to upskill you with OpenCL Programming, GPU Computing, Kernel Optimization, Data Parallelism, Cross-Platform Development
Currently due to Covid19 outbreak, the course is available remote and however it can also be accessed online via your nearby Prog360 centre based on local availability.
Course Prerequisites
• Basic understanding of programming concepts • Familiarity with C/C++ programming language
Course Content
- Introduction to Parallel Computing and OpenCL
- What is Parallel Computing?
- Overview of OpenCL
- Key features and benefits of OpenCL
- OpenCL Architecture
- Platforms, Devices, and Contexts
- Command Queues and Buffers
- Kernels and Programs
- Setting Up the Development Environment
- Installing OpenCL SDK
- Configuring the development environment
- Introduction to OpenCL documentation and resources
- Setting Up OpenCL Environment
- Installing and configuring OpenCL SDK
- Exploring the OpenCL development environment
- OpenCL Programming Model
- Host and Device Interaction
- OpenCL Execution Model
- Memory Model and Data Transfer
- Writing Your First OpenCL Program
- Basic structure of an OpenCL program
- Compiling and running OpenCL programs
- Error handling in OpenCL
- Writing Basic OpenCL Programs
- Developing and running a simple OpenCL program
- Implementing basic error handling
- OpenCL Memory Management
- Memory objects: Buffers and Images
- Memory allocation and data transfer
- Optimizing memory usage
- Memory Management in OpenCL
- Creating and managing memory objects
- Implementing efficient data transfer
- Introduction to OpenCL Kernels
- Writing kernel functions
- Kernel arguments and execution
- Debugging kernels
- Developing OpenCL Kernels
- Writing and executing simple kernels
- Debugging kernel functions
- Workgroups and Work-Items
- Understanding Workgroups and Work-Items
- Synchronization and Barriers
- Managing Workgroup size and dimension
- Workgroups and Work-Items
- Implementing Workgroups and Work-Items in kernels
- Managing synchronization and barriers
- Optimizing OpenCL Performance
- Profiling and Benchmarking
- Memory Coalescing and Alignment
- Loop Unrolling and Vectorization
- Performance Optimization
- Profiling and benchmarking OpenCL programs
- Implementing optimization techniques
- OpenCL Events and Synchronization
- Using Events for synchronization
- Event-based execution and dependencies
- Best practices for synchronization
- Events and Synchronization
- Implementing event-based synchronization
- Managing execution dependencies
- OpenCL Image Processing
- Working with image objects
- Image filtering and manipulation
- Using Samplers in OpenCL
- Image Processing with OpenCL
- Developing image processing kernels
- Implementing image filtering techniques
- Interoperability with Other APIs
- Integrating OpenCL with OpenGL and Vulkan
- Sharing resources between APIs
- Best practices for interoperability
- OpenCL Interoperability
- Integrating OpenCL with other APIs
- Implementing resource sharing
- Case Studies and Real-World Applications
- Examining real-world OpenCL implementations
- Analyzing case studies of successful OpenCL projects
- Discussing lessons learned and best practices
- Developing Cross-Platform Applications with OpenCL
- Writing portable OpenCL code
- Testing and deploying OpenCL applications
- Cross-platform optimization strategies
- Cross-Platform Development
- Writing and testing cross-platform OpenCL code
- Implementing optimization strategies
- Summary and Conclusion
- Recap of key concepts and skills
- Discussion on advanced OpenCL topics
- Next steps and further learning resources
Introduction to OpenCL and Basic Concepts
Advanced OpenCL Features and Optimization
Hands-On Labs: 60% of the training will involve practical exercises and case study.
Materials: Participants will receive course materials, code samples, and resources for further learning.
Certificate of Completion: Participants who attend all sessions and successfully complete the course assessments will receive a Prog360 Certificate of Completion for the Training Program
OpenCL Certifications
OpenCL course delivery involves case studies, examples, discussions and exercises to enhance the learning experience.
At the end of the training the participants will be awarded Course Completion Certificates on OpenCL.
Post Course Evaluation
You may chose to enroll for a post course evaluation to analyse your knowledge metrics. The post course evaluation would cover the topics related to the training delivered over the period of the complete session, like:
- Understanding OpenCL Architecture
- Developing and Running OpenCL Programs
- Optimizing Kernel Performance
- Utilizing OpenCL for Heterogeneous Computing
- OpenCL Fundamentals
- Parallel Programming
- Kernel Development
- Performance Optimization
- Cross-Platform Computing
OpenCL Corporate Training
Prog360 offers on-demand corporate learning and development solutions around OpenCL that can be delivered both onsite and remote (based on availability). With Prog360, you can train your employees with our 360 Approach which not only enhance professional skills but also improvise inter-personal development. Please feel free to inquire further. We are open to discuss your requirement to provide you more customized solution specific to your needs. We will evaluate the skillset, analyze the business requirement and post that provide customized training solutions as per your business needs. Our corporate team for OpenCL training is based across the globe hence you can reach us nearby your region as well. For general training inquiries you can contact us at training@prog360.com.
OpenCL Consultation
If you have already up-skilled your team and have started implementing OpenCL, but are still facing challenges, Prog360 can still help you. Our SMEs can get on a call with you to understand the situation and provide you a plan involving the next steps covering both audit and implementation based on your problem statement. Our corporate team for OpenCL consultation is based across the globe hence you can reach us nearby your region as well. For general consultation inquiries you can contact us at consult@prog360.com . For more nearby inquiries you can reach your nearby team.
South East Asia and Oceania
Oceania: Melbourne, Australia: 152 Elizabeth St,Melbourne,VIC,Melbourne,
Corporate Training: training.au@prog360.com
Consulting Services: consult.au@prog360.com
South East Asia: Singapore: 5, Temasek Boulevard, Singapore, Central Region, 03898, Singapore
Corporate Training: training.sg@prog360.com
Consulting Services: consult.sg@prog360.com
Contact Number :- +61 3 9015 4952
South Asia and Middle East
South Asia: Bengaluru, India: No. 78, Next to KR Puram Tin Factory, Old Madras Road, Bangalore – Mahadevapura, Bengaluru, Karnataka, 560016
Corporate Training: training.southasia@prog360.com
Consulting Services: consult.southasia@prog360.com
Middle East:- Dubai, UAE: The Offices 4, One Central Dubai World Trade Center, Dubai, Dubai, 00000, UAE
Corporate Training: training.ae@prog360.com
Consulting Services: consult.ae@prog360.com
Contact Number :- +91 9810 643 989