{ "device": "Arduino VENTUNO Q (Qualcomm Dragonwing QCS8275)", "device_attributes": [ "os:ubuntu", "chipset:qualcomm-qcs8275", "chipset:qcs8275", "chipset:qualcomm-dragonwing-iq-8275", "hexagon:v75", "soc-model:82", "framework:qnn" ], "source": "Qualcomm AI Hub on-device profile job", "profiled_at_utc": "2026-11-06 11:46:33", "file": "model_qcs8275.dlc", "precision": "int8", "input": [ 1, 13, 512, 512 ], "ops_total": 116, "ops_per_compute_unit": { "NPU": 116, "GPU": 0, "CPU": 0 }, "inference_time_us": 4845, "inference_peak_memory_bytes": 36773888, "first_load_time_us": 3633701, "warm_load_time_us": 187223, "note": "peak memory is runtime working memory (activations and buffers), not the weight file size", "on_device_vs_host_agreement": 0.98595, "ops": [ { "name": "Input", "type": "Input", "compute_unit": "NPU" }, { "name": "QNN_DATATYPE_FLOAT_32_converted_image_QNN_DATATYPE_UFIXED_POINT_8", "type": "QNN", "compute_unit": "NPU" }, { "name": "image_0231", "type": "image", "compute_unit": 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