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"light" + }, + "error": null + }, + { + "case_id": "latency-5", + "elapsed_ms": 107.000744, + "started_utc": "2026-09-26T13:13:04.922328+00:00", + "temperature_c": { + "thermal_zone0": 67.2 + }, + "temperature_sampled_utc": "2026-09-26T13:13:05.029656+00:00", + "correct": true, + "output": { + "action": "ON", + "activity": "cooling", + "subject": "ac" + }, + "error": null + }, + { + "case_id": "latency-6", + "elapsed_ms": 108.514015, + "started_utc": "2026-09-26T13:13:05.029680+00:00", + "temperature_c": { + "thermal_zone0": 67.2 + }, + "temperature_sampled_utc": "2026-09-26T13:13:05.138478+00:00", + "correct": true, + "output": { + "action": "OFF", + "activity": "laundry", + "subject": "washing_machine" + }, + "error": null + }, + { + "case_id": "latency-7", + "elapsed_ms": 97.617821, + "started_utc": "2026-09-26T13:13:05.138503+00:00", + "temperature_c": { + "thermal_zone0": 66.65 + }, + "temperature_sampled_utc": "2026-09-26T13:13:05.236406+00:00", + "correct": true, + "output": { + "action": "STATUS", + "activity": "garden", + "subject": "sprinkler" + }, + "error": null + }, + { + "case_id": "latency-8", + "elapsed_ms": 96.894388, + "started_utc": "2026-09-26T13:13:05.236432+00:00", + "temperature_c": { + "thermal_zone0": 68.3 + }, + "temperature_sampled_utc": "2026-09-26T13:13:05.333601+00:00", + "correct": true, + "output": { + "action": "ON", + "activity": "heating", + "subject": "geyser" + }, + "error": null + }, + { + "case_id": "latency-9", + "elapsed_ms": 95.282598, + "started_utc": "2026-09-26T13:13:05.333625+00:00", + "temperature_c": { + "thermal_zone0": 67.2 + }, + "temperature_sampled_utc": "2026-09-26T13:13:05.429213+00:00", + "correct": true, + "output": { + "action": "OFF", + "activity": "entertainment", + "subject": "tv" + }, + "error": null + } + ], + "temperature_measurement": "Linux thermal-zone CPU temperature read immediately after every timed inference, outside the latency timer; start and temperature-read UTC timestamps are retained per call. Sensor reads add a small gap between requests. These samples do not establish power consumption or a long-duration thermal limit.", + "measurement_scope": "Warm local Python process, full text-to-structured-output call through the specified adapter, serial batch one. Timing excludes SSH, HTTP/UI, model loading, speech recognition, actuation and per-call correctness checks. Small repeated synthetic input set with warm OS/model caches; throughput is reciprocal mean, not concurrent serving. Other host services were left running. No power meter or sustained thermal test; cooling and power-supply model were not inspected.", + "software": { + "python": "3.13.5", + "sqlite": "3.46.1", + "torch": "2.8.0", + "transformers": "4.56.2", + "tokenizers": "0.22.1", + "safetensors": "0.8.0", + "numpy": "2.3.5", + "scipy": "1.17.0", + "scikit-learn": "1.8.0", + "joblib": "1.5.3", + "threadpoolctl": "3.7.0", + "psutil": "7.2.2" + }, + "thread_pools": [ + { + "user_api": "blas", + "internal_api": "openblas", + "num_threads": 4, + "prefix": "libopenblas", + "version": "0.3.30", + "threading_layer": "openmp", + "architecture": "armv8" + }, + { + "user_api": "openmp", + "internal_api": "openmp", + "num_threads": 4, + "prefix": "libgomp", + "version": null + }, + { + "user_api": "openmp", + "internal_api": "openmp", + "num_threads": 4, + "prefix": "libgomp", + "version": null + }, + { + "user_api": "blas", + "internal_api": "openblas", + "num_threads": 4, + "prefix": "libscipy_openblas", + "version": "0.3.30", + "threading_layer": "pthreads", + "architecture": "armv8" + }, + { + "user_api": "blas", + "internal_api": "openblas", + "num_threads": 4, + "prefix": "libscipy_openblas", + "version": "0.3.30", + "threading_layer": "pthreads", + "architecture": "armv8" + } + ] +}