Reference
The main path runs through Parts I–IV. The Reference holds material you reach for while reading:
| Need | Where |
|---|---|
| Look up a TIRx language feature | **[[GPU/modern-gpu-programming-for-mlsys/reference/TIRx Language Reference |
| Compiler internals (the lowering pipeline) | **[[GPU/modern-gpu-programming-for-mlsys/reference/Compiler Internals |
| Debug asynchronous GEMM/FA hangs, crashes, wrong results, or slowdowns | **[[GPU/modern-gpu-programming-for-mlsys/reference/Debugging Warp-Specialized Kernels |
For the complete tvm.tirx Python API, see the
upstream TVM documentation.
The TIRx native level (Introduction to TIRx) and the tensor layout model (TIRx Layout API) are covered in Part II.
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