Imported from SyMoNSaYsLLC/symoneural-runtime-acquisition (Symoneural-LLM/src/inference/source/triton/AGENTS.md). Install upstream with npx skills add SyMoNSaYsLLC/symoneural-runtime-acquisition --skill triton. Copyright stays with the author.

Working on Triton

Name: triton
Author: SyMoNSaYsLLC

Build and Testing Guidelines

Before running tests for native/compiler changes, run make in the triton directory to rebuild triton. DO NOT RUN make if you only changed Python code or code in python/triton_kernels.
For compiler changes, add tests in python/test/ (pytest) or test (lit). Keep GPU-only tests in python/test/unit/ or python/test/gluon/, name them test_<feature>_<condition>, and avoid creating new test files unless requested.
Run pytest with -s --tb=short. Run a single test with pytest file.py::test_name.
The build dir is given by BUILD_DIR := $(shell PYTHONPATH="./python" python3 -c 'from build_helpers import get_cmake_dir; print(get_cmake_dir())')
Run lit from the build dir: cd BUILD_DIR; ninja triton-opt; lit -v test/<path>.mlir (example: lit -v test/TritonNvidiaGPU/tmem_layouts.mlir).
Lit tests can be run locally (no GPU required).
Compiler crashes sometimes print an MLIR reproducer (external_resources / mlir_reproducer). Save the full MLIR + {-# ... #-} metadata to /tmp/<file>.mlir, then run triton-opt /tmp/<file>.mlir --run-reproducer to reproduce locally.

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