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Overview
What you will study
GPUs are a key element of the current computing landscape; they are capable of exceptional performance for a substantial range of applications, hence they are found in most contemporary supercomputers. Harnessing their power requires using appropriate techniques, which are the main topic of this General Purpose GPU Programming course offered by Cranfield University .
Programme Structure
The program focuses on:
- General Purpose GPU
- The GPU architecture
- CUDA threading model (threads, blocks, warps)
- CUDA synchronisation (intra-block and host-device)
- CUDA memory model (registers, global, and shared memory) and memory management API
- Performance considerations (memory coalescing, shared memory bank conflicts, warp divergence)
- Running the Hello World example (kernel dispatch, CPU-GPU data transfers)
- Examples from linear algebra, outlining: 2D thread blocks, reduction operations, shared memory, synchronisation, coalescing
- GPU Performance issues (Compute Capability, device occupancy, peak performance, performance measurement)
- Development Tools (Nsight, Visual profiler, Occupancy calculator, cuda-memcheck)
- GPU Libraries (Thrust, CUBLAS, CUSPARSE, CUFFT)
- Advanced Optimisation techniques
Key information
Duration
- Full-time
- 3 days
Start dates & application deadlines
- StartingApply anytime.
Language
English
Delivered
On Campus
Disciplines
Software Engineering View 53 other Short Courses in Software Engineering in United KingdomAcademic requirements
We are not aware of any specific GRE, GMAT or GPA grading score requirements for this programme.
English requirements
We are not aware of any English requirements for this programme.
Student insurance
Make sure to cover your health, travel, and stay while studying abroad. Even global coverages can miss important items, so make sure your student insurance ticks all the following:
- Additional medical costs (i.e. dental)
- Repatriation, if something happens to you or your family
- Liability
- Home contents and baggage
- Accidents
- Legal aid
We partnered with Aon to provide you with the best affordable student insurance, for a carefree experience away from home.
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Other requirements
General requirements
- Anyone who needs to develop new applications or port existing ones on GPU -enabled computing resources should attend.
Tuition Fee
To always see correct tuition fees
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International
1000 GBP/fullTuition FeeBased on the tuition of 1000 GBP for the full programme during 3 days. -
National
1000 GBP/fullTuition FeeBased on the tuition of 1000 GBP for the full programme during 3 days.
Living costs for Cranfield
700 - 1300 GBP /month
Living costs
The living costs include the total expenses per month, covering accommodation, public transportation, utilities (electricity, internet), books and groceries.
Funding
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