AI Architecture & Systems

Compiler Validation, Debugging, and Case Studies

3.20.1IR Dump, Pass Tracing, and Minimal Reproductions#

3.20.2Differential Testing and Numerical Consistency#

3.20.3Ablating Fusion, Layout, and Memory Plan#

3.20.4Compilation Performance Regressions and Cross-Version Reproducibility#

3.20.5The Complete Compilation Path from Python GEMM to Matrix Instructions#

3.20.6From Transformer Graph to Multi-Device Execution Plan#