{
  "checker": {
    "details": {
      "argv": [
        "<host-path>",
        "analyze",
        "src/helia_profiler/data/models/tiny_cnn.tflite"
      ],
      "kind": "cli",
      "needs_browser": false,
      "needs_credentials": false,
      "returncode": 0,
      "scope": "product operation",
      "stderr": "",
      "stdout": "\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500 Model Analysis \u2014 tiny_cnn.tflite \u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\n\n  Layers        6      \n  Total MACs    2,688  \n  Total OPS     5,652  \n  Parameters    251    \n\nPer-Layer Breakdown                                                             \n    #   Operator                           MACs              OPS     % MACs   Ou\n\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\u2501\n    0   CONV_2D                           2,304            4,608      85.7%   [1\n[excerpt truncated]",
      "working": true
    },
    "status": "PASS"
  },
  "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."
  ],
  "main_blocker": null,
  "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.",
  "outcome": "working",
  "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)"
  ],
  "stuck_step": null,
  "suggested_fix": null
}