Resources

Course Resources

• Telerun client repo (Link)

• Office Hours Schedule (Link)

• A Hitchhiker’s Guide to TMA (Link)

Extra Reading

• Understanding the Roofline Model (Link)

Notes

• L1 Cache Behavior (Link)

External Resources

• CUDA C++ Programming Guide (Link)

  • Table of instruction throughputs (Link)
    (Note: we are using Compute Capability 8.6)

• PTX Reference Manual (Link)

  • Inline PTX syntax guide (Link)

  • Tensor core instruction data layouts (Link)

• SASS Instruction List (Link)

• Compiler Explorer by Matt Godbolt (Link)

  • Lets you view the assembly generated for C++ and CUDA programs
    (among many other languages!)

  • Compiler Explorer page configured for this course (Link)

• GPU Mode (Link)

  • Online reading group and Discord community devoted to studying high-performance GPU programming

• Modal GPU Glossary (Link)

  • Useful website with GPU terms and explanations