GPU610 - Parallel Programming Fundamentals

Outline information
Semester
Schools offering this subject
Last revision date Sep 30, 2019 12:27:23 AM
Last review date Dec 2, 2019 12:15:16 AM

Subject Title
Parallel Programming Fundamentals

Subject Description
Modern GPU (Graphics Processing Unit) technology supports massively parallel computations, which complements the serial processing capabilities of CPU technology. This course teaches students how to read and write programs that use both CPU and GPU technology. Students learn to reorganize existing programs into serial code that runs on the CPU and parallel code that runs on the GPU. Students also study cases that have benefited from CPU+GPU programming.

Credit Status
1 credit (3 units)
Professional Option for CPA - Computer Programming and Analysis (Ontario College Advanced Diploma)
Professional Option for CPD - Computer Programmer (Ontario College Diploma)

Learning Outcomes
Upon successful completion of this subject the student will be able to:

  •     code heterogeneous solutions using the CUDA and OpenCL programming models
  •      compile, run, and profile heterogeneous applications on Windows and Linux platforms
  •     design and code heterogeneous solutions using GPU optimized libraries
  •     discuss performance, optimization, and best practices in GPU programming
  •     install and run applications that benefit from GPU compute technology
  •     use directives to highlight parallelizable code to auto-compilers
  •     express problems in terms of vectors and matrices and transform vectors using matrices

Essential Employability Skills
Execute mathematical operations accurately.

Apply a systematic approach to solve problems.

Manage the use of time and other resources to complete projects.

Academic Integrity
Seneca upholds a learning community that values academic integrity, honesty, fairness, trust, respect, responsibility and courage. These values enhance Seneca's commitment to deliver high-quality education and teaching excellence, while supporting a positive learning environment. Ensure that you are aware of Seneca's Academic Integrity Policy which can be found at: http://www.senecacollege.ca/about/policies/academic-integrity-policy.html Review section 2 of the policy for details regarding approaches to supporting integrity. Section 2.3 and Appendix B of the policy describe various sanctions that can be applied, if there is suspected academic misconduct (e.g., contract cheating, cheating, falsification, impersonation or plagiarism).

Please visit the Academic Integrity website http://open2.senecac.on.ca/sites/academic-integrity/for-students to understand and learn more about how to prepare and submit work so that it supports academic integrity, and to avoid academic misconduct.

Discrimination/Harassment
All students and employees have the right to study and work in an environment that is free from discrimination and/or harassment. Language or activities that defeat this objective violate the College Policy on Discrimination/Harassment and shall not be tolerated. Information and assistance are available from the Student Conduct Office at student.conduct@senecacollege.ca.

Accommodation for Students with Disabilities
The College will provide reasonable accommodation to students with disabilities in order to promote academic success. If you require accommodation, contact the Counselling and Accessibility Services Office at ext. 22900 to initiate the process for documenting, assessing and implementing your individual accommodation needs.