AmbiqAI/helia-profiler

hpx analyze on bundled tiny_cnn.tflite (host-only static model analysis, no hardware): prints layers, MACs, OPS, parameters and per-layer breakdown

cd <host-path> && git log -1 --oneline 2>/dev/null; ls -la; cat README.md 2>/dev/null | head -300
ls -la <host-path> 2>/dev/null; which python3 node npm uv pip3 2>&1; cat /etc/os-release | head -2
cd <host-path> && (curl -sSL -m 30 https://ambiqai.github.io/helia-profiler/getting-started/install/ | sed -e 's/<[^>]*>//g' | grep -iE 'uv|pip|pipx|curl' | head -40); echo ---; which uv; python3 --version; python3 -m pip --version 2>&1 | head -1
export NODE_USE_ENV_PROXY=1; (curl -LsSf https://astral.sh/uv/install.sh | sh) 2>&1 | tail -3; export PATH=$HOME/.local/bin:$PATH; uv --version; sudo apt-get update -qq >/dev/null 2>&1; sudo DEBIAN_FRONTEND=noninteractive apt-get install -y -qq cmake ninja-build >/tmp/apt.log 2>&1; echo apt=$?; which cmake ninja
export PATH=$HOME/.local/bin:$PATH; uv tool install --force 'helia-profiler[aot,analysis]' 2>&1 | tail -8; echo rc=$?; ls -la $HOME/.local/bin/hpx; $HOME/.local/bin/hpx --version 2>&1
cd <host-path> && find . -name '*.tflite' -not -path './.git/*' | head; ls examples; grep -rn "hpx analyze" README.md astro-site/src 2>/dev/null | head -5
cd <host-path> && <host-path> analyze src/helia_profiler/data/models/tiny_cnn.tflite 2>&1 | tail -25; echo rc=${PIPESTATUS[0]}
cd <host-path> && mkdir -p .coldpass && cat > .coldpass/probe.json <<'EOF'
{"kind":"cli","argv":["<host-path>"}
EOF
cat > .coldpass/report.json <<'EOF'
{"outcome":"working","operation":"hpx analyze on bundled tiny_cnn.tflite (host-only static model analysis, no hardware): prints layers, MACs, OPS, parameters and per-layer breakdown","operation_scope":"Host-only. Hardware profiling (hpx profile), power capture and the hpx validate bench were not run; they need Apollo EVB hardware and are out of scope for this smoke task. Full unit/lint suites intentionally not run.","steps":["Read README.md (Quick taste / Install sections)","Installed apt prerequisites: cmake, ninja-build (sudo apt-get install)","Installed uv via https://astral.sh/uv/install.sh (docs quick install, uv route)","uv tool install --force 'helia-profiler[aot,analysis]' (installed hpx 0.2.1 from PyPI)","hpx analyze src/helia_profiler/data/models/tiny_cnn.tflite (rc=0)"],"deviations":["README dev install (uv sync --locked) not used; installed published helia-profiler 0.2.1 from PyPI via the docs' uv tool route instead, so the installed version is not the pinned commit 54b245409cf1f851e61802825019c9d910f97a63 source.","Docs install page mentions pinning helia-profiler==0.1.6 for pip; uv route used without pin, which resolved to 0.2.1."],"stuck_step":null,"main_blocker":null,"suggested_fix":null}
EOF
<env-var>=<host-path> python3 -I <host-path> --validate 2>&1 | tail -20