GPU Programming

2.

GPU Programming Models and APIs

2.1.

Overview of Programming Models

2.1.1.

2.1.1.1.

2.1.1.2.

2.1.1.3.

2.1.1.4.

2.1.1.5.

Metal Performance Shaders

2.1.2.

High-Level Frameworks

2.1.2.1.

2.1.2.2.

OpenMP Target Offloading

2.1.2.3.

2.1.2.4.

2.1.3.

Domain-Specific Languages

2.1.3.1.

2.1.3.2.

2.1.3.3.

2.2.

Choosing a Programming Model

2.2.1.

Vendor Specificity vs. Portability

2.2.1.1.

Hardware Compatibility

2.2.1.2.

Cross-platform Support

2.2.1.3.

Ecosystem Lock-in

2.2.2.

Performance Considerations

2.2.2.1.

Low-level vs. High-level Abstractions

2.2.2.2.

Optimization Opportunities

2.2.2.3.

Driver Overhead

2.2.3.

Development Factors

2.2.3.1.

2.2.3.2.

Debugging Tools

2.2.3.3.

Community Support

2.2.3.4.

Library Availability

Previous

1. Introduction to Parallel Computing and GPU Architecture

Go to top

Next

3. Fundamentals of CUDA Programming