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Hardware Specialization for Software Engineers

7 chapters · 30 lessons

1. 1. The Economics of Hardware Specialization

   4 lessons

   Understand why processors add dedicated blocks and how to recognize workloads that benefit from acceleration.

2. 2. Parallel Processing and GPU Architecture Fundamentals

   5 lessons

   Learn how GPUs achieve massive parallelism and when to route work to graphics pipelines.

3. 3. Specialized Accelerators Beyond Graphics

   4 lessons

   Explore neural engines, DSPs, ISPs, and other coprocessors that handle domain-specific tasks.

4. 4. Architecting Software for Heterogeneous Systems

   5 lessons

   Design applications that intelligently route tasks across CPU, GPU, and specialized blocks.

5. 5. Power and Thermal Management Strategies

   4 lessons

   Optimize for battery life and thermal limits by balancing workload placement and execution frequency.

6. 6. Ray Tracing and Hybrid Rendering Pipelines

   4 lessons

   Understand how ray tracing units work and when to blend rasterization with ray-traced effects.

7. 7. Applying Specialization Patterns to Product Decisions

   4 lessons

   Use hardware specialization insights to inform feature planning, platform targeting, and optimization priorities.