llnl/dftracer-agents

dftracer-annotation-lessons

Lessons learned from dftracer annotation sessions — real errors, root causes, and exact fixes. Loaded by each per-file annotation subagent at startup. Updated by the pipeline recipe after every session (Step 8).

لغة النص الأصلي: الإنجليزية

dftracer-pipeline

Interactive dftracer annotation pipeline. Clones the app, builds it, annotates all source files using the clang-based MCP annotation tools (clang_annotate_project / clang_annotate_file + clang_syntax_check + clang_lint_annotations), builds the annotated…

لغة النص الأصلي: الإنجليزية

genesis-run

Sweep ANY ice4hpc application across a configuration space (input x node-scale x processes-per-node) collecting full-feature dftracer traces — PAPI, GPU (ROCProfiler or CUPTI), variorum power, node utilization, MPI — into a validated, compacted,…

لغة النص الأصلي: الإنجليزية

system-matrix

System profile for matrix (LLNL NVIDIA H100 + Intel Sapphire Rapids, TOSS 4, Slurm) — the toolchain that actually works, the three partitions and their very different limits and backlogs, where CUPTI really lives, the PAPI ceiling, and the two permission…

لغة النص الأصلي: الإنجليزية

system-tuolumne

System profile for Tuolumne (LLNL AMD MI300A / Cray PE) — module load order, Flux scheduler, ROMIO/MPICH-IO hints, Lustre striping, ROCm/PyTorch environment setup, and known build/run pitfalls

لغة النص الأصلي: الإنجليزية

tools-dftracer

The dftracer PyPI package itself (C core + CMake build) — package layout, dependency graph (dftracer-utils, pybind11, pydftracer), install sources (PyPI release vs GitHub develop via pip), and session-local vs shared-venv install rules. Load this skill before…

لغة النص الأصلي: الإنجليزية

workload-ior

IOR-specific knowledge: build quirks, annotation pitfalls, ROMIO tuning on VAST NVMe storage, and optimal dftracer run configuration for IOR 4.0.0. Load this skill whenever working with IOR.

لغة النص الأصلي: الإنجليزية

workload-scaffold

ScaFFold (LBANN PyTorch benchmark, 3D U-Net on procedurally-generated fractals). Python/PyTorch DDP app running on Tuolumne MI300A. Environment setup, shared venv pattern for AI/ML workloads, MPI4PY Cray linkage, ROCm paths.

لغة النص الأصلي: الإنجليزية

dftracer-annotate-python

Python annotation rules for dftracer — decorator usage, initialize/finalize, comp types, class methods, and quick checklist

لغة النص الأصلي: الإنجليزية

tools-dftracer-utils

dftracer-utils — the Python binding package for the trace-utils CLI (split/merge/compact/reader/event_count on .pfw/.pfw.gz traces). Install verification and its relationship to the dftracer/pydftracer package trio. Load this skill before any trace…

لغة النص الأصلي: الإنجليزية

tools-pydftracer

pydftracer — the Python annotation API package (dftracer.python module, dft_fn/dftracer_fn decorators, initialize_log/finalize). Install verification, common ModuleNotFoundError, and the API surface every python_annotate_file-generated file depends on. Load…

لغة النص الأصلي: الإنجليزية

dftracer-ml-annotate

Annotate ML/DL Python workloads end-to-end with dftracer AI/ML region decorators. Detects frameworks and ROCm/HIP requirements, installs dftracer with correct flags, annotates all Python files, builds/runs smoke test, collects traces, and auto-updates the…

لغة النص الأصلي: الإنجليزية

dftracer-references

DFTracer documentation links, artifact log locations, step numbering, and how to read session logs

لغة النص الأصلي: الإنجليزية