| { |
| "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": "NPU" |
| }, |
| { |
| "name": "/encoder/stem/spectral/Conv", |
| "type": "/encoder/stem/spectral/Conv", |
| "compute_unit": "NPU" |
| }, |
| { |
| "name": "/encoder/stem/spatial/spatial.0/Conv", |
| "type": "/encoder/stem/spatial/spatial.0/Conv", |
| "compute_unit": "NPU" |
| }, |
| { |
| "name": "/encoder/stem/fuse/fuse.0/Conv", |
| "type": "/encoder/stem/fuse/fuse.0/Conv", |
| "compute_unit": "NPU" |
| }, |
| { |
| "name": "/decoder/lat0/lat0.0/Conv", |
| "type": "/decoder/lat0/lat0.0/Conv", |
| "compute_unit": "NPU" |
| }, |
| { |
| "name": "/encoder/stages.0/stages.0.0/net/net.0/net.0.0/Conv", |
| "type": "/encoder/stages.0/stages.0.0/net/net.0/net.0.0/Conv", |
| "compute_unit": "NPU" |
| }, |
| { |
| "name": "/encoder/stages.0/stages.0.0/net/net.1/net.1.0/Conv", |
| "type": "/encoder/stages.0/stages.0.0/net/net.1/net.1.0/Conv", |
| "compute_unit": "NPU" |
| }, |
| { |
| "name": "/encoder/stages.0/stages.0.0/net/net.3/net.3.0/Conv", |
| "type": "/encoder/stages.0/stages.0.0/net/net.3/net.3.0/Conv", |
| "compute_unit": "NPU" |
| }, |
| { |
| "name": "/encoder/stages.0/stages.0.1/net/net.0/net.0.0/Conv", |
| "type": "/encoder/stages.0/stages.0.1/net/net.0/net.0.0/Conv", |
| "compute_unit": "NPU" |
| }, |
| { |
| "name": "/encoder/stages.0/stages.0.1/net/net.1/net.1.0/Conv", |
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| "compute_unit": "NPU" |
| }, |
| { |
| "name": "/encoder/stages.0/stages.0.1/net/net.3/net.3.0/Conv", |
| "type": "/encoder/stages.0/stages.0.1/net/net.3/net.3.0/Conv", |
| "compute_unit": "NPU" |
| }, |
| { |
| "name": "/encoder/stages.0/stages.0.1/Add", |
| "type": "/encoder/stages.0/stages.0.1/Add", |
| "compute_unit": "NPU" |
| }, |
| { |
| "name": "/decoder/lat.0/lat.0.0/Conv", |
| "type": "/decoder/lat.0/lat.0.0/Conv", |
| "compute_unit": "NPU" |
| }, |
| { |
| "name": "/encoder/stages.1/stages.1.0/net/net.0/net.0.0/Conv", |
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| }, |
| { |
| "name": "/encoder/stages.1/stages.1.0/net/net.1/net.1.0/Conv", |
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| "compute_unit": "NPU" |
| }, |
| { |
| "name": "/encoder/stages.1/stages.1.0/net/net.3/net.3.0/Conv", |
| "type": "/encoder/stages.1/stages.1.0/net/net.3/net.3.0/Conv", |
| "compute_unit": "NPU" |
| }, |
| { |
| "name": "/encoder/stages.1/stages.1.1/net/net.0/net.0.0/Conv", |
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| "compute_unit": "NPU" |
| }, |
| { |
| "name": "/encoder/stages.1/stages.1.1/net/net.1/net.1.0/Conv", |
| "type": "/encoder/stages.1/stages.1.1/net/net.1/net.1.0/Conv", |
| "compute_unit": "NPU" |
| }, |
| { |
| "name": "/encoder/stages.1/stages.1.1/net/net.3/net.3.0/Conv", |
| "type": "/encoder/stages.1/stages.1.1/net/net.3/net.3.0/Conv", |
| "compute_unit": "NPU" |
| }, |
| { |
| "name": "/encoder/stages.1/stages.1.1/Add", |
| "type": "/encoder/stages.1/stages.1.1/Add", |
| "compute_unit": "NPU" |
| }, |
| { |
| "name": "/decoder/lat.1/lat.1.0/Conv", |
| "type": "/decoder/lat.1/lat.1.0/Conv", |
| "compute_unit": "NPU" |
| }, |
| { |
| "name": "/encoder/stages.2/stages.2.0/net/net.0/net.0.0/Conv", |
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| "name": "/encoder/stages.2/stages.2.0/net/net.1/net.1.0/Conv", |
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| "name": "/encoder/stages.2/stages.2.0/net/net.3/net.3.0/Conv", |
| "type": "/encoder/stages.2/stages.2.0/net/net.3/net.3.0/Conv", |
| "compute_unit": "NPU" |
| }, |
| { |
| "name": "/encoder/stages.2/stages.2.1/net/net.0/net.0.0/Conv", |
| "type": "/encoder/stages.2/stages.2.1/net/net.0/net.0.0/Conv", |
| "compute_unit": "NPU" |
| }, |
| { |
| "name": "/encoder/stages.2/stages.2.1/net/net.1/net.1.0/Conv", |
| "type": "/encoder/stages.2/stages.2.1/net/net.1/net.1.0/Conv", |
| "compute_unit": "NPU" |
| }, |
| { |
| "name": "/encoder/stages.2/stages.2.1/net/net.2/ReduceMean", |
| "type": "/encoder/stages.2/stages.2.1/net/net.2/ReduceMean", |
| "compute_unit": "NPU" |
| }, |
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| "name": "/encoder/stages.2/stages.2.1/net/net.2/f/f.0/Conv", |
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| "compute_unit": "NPU" |
| }, |
| { |
| "name": "/encoder/stages.2/stages.2.1/net/net.2/f/f.2/Conv", |
| "type": "/encoder/stages.2/stages.2.1/net/net.2/f/f.2/Conv", |
| "compute_unit": "NPU" |
| }, |
| { |
| "name": "/encoder/stages.2/stages.2.1/net/net.2/f/f.3/HardSigmoid", |
| "type": "/encoder/stages.2/stages.2.1/net/net.2/f/f.3/HardSigmoid", |
| "compute_unit": "NPU" |
| }, |
| { |
| "name": "/encoder/stages.2/stages.2.1/net/net.2/Mul", |
| "type": "/encoder/stages.2/stages.2.1/net/net.2/Mul", |
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| { |
| "name": "/encoder/stages.2/stages.2.1/net/net.3/net.3.0/Conv", |
| "type": "/encoder/stages.2/stages.2.1/net/net.3/net.3.0/Conv", |
| "compute_unit": "NPU" |
| }, |
| { |
| "name": "/encoder/stages.2/stages.2.1/Add", |
| "type": "/encoder/stages.2/stages.2.1/Add", |
| "compute_unit": "NPU" |
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| { |
| "name": "/encoder/stages.2/stages.2.2/net/net.0/net.0.0/Conv", |
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| "name": "/encoder/stages.2/stages.2.2/net/net.1/net.1.0/Conv", |
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| "compute_unit": "NPU" |
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| "name": "/encoder/stages.2/stages.2.2/net/net.2/ReduceMean", |
| "type": "/encoder/stages.2/stages.2.2/net/net.2/ReduceMean", |
| "compute_unit": "NPU" |
| }, |
| { |
| "name": "/encoder/stages.2/stages.2.2/net/net.2/f/f.0/Conv", |
| "type": "/encoder/stages.2/stages.2.2/net/net.2/f/f.0/Conv", |
| "compute_unit": "NPU" |
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| { |
| "name": "/encoder/stages.2/stages.2.2/net/net.2/f/f.2/Conv", |
| "type": "/encoder/stages.2/stages.2.2/net/net.2/f/f.2/Conv", |
| "compute_unit": "NPU" |
| }, |
| { |
| "name": "/encoder/stages.2/stages.2.2/net/net.2/f/f.3/HardSigmoid", |
| "type": "/encoder/stages.2/stages.2.2/net/net.2/f/f.3/HardSigmoid", |
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| "name": "/encoder/stages.2/stages.2.2/net/net.2/Mul", |
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| "compute_unit": "NPU" |
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| { |
| "name": "/encoder/stages.2/stages.2.2/net/net.3/net.3.0/Conv", |
| "type": "/encoder/stages.2/stages.2.2/net/net.3/net.3.0/Conv", |
| "compute_unit": "NPU" |
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| { |
| "name": "/encoder/stages.2/stages.2.2/Add", |
| "type": "/encoder/stages.2/stages.2.2/Add", |
| "compute_unit": "NPU" |
| }, |
| { |
| "name": "/encoder/stages.2/stages.2.3/net/net.0/net.0.0/Conv", |
| "type": "/encoder/stages.2/stages.2.3/net/net.0/net.0.0/Conv", |
| "compute_unit": "NPU" |
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| { |
| "name": "/encoder/stages.2/stages.2.3/net/net.1/net.1.0/Conv", |
| "type": "/encoder/stages.2/stages.2.3/net/net.1/net.1.0/Conv", |
| "compute_unit": "NPU" |
| }, |
| { |
| "name": "/encoder/stages.2/stages.2.3/net/net.2/ReduceMean", |
| "type": "/encoder/stages.2/stages.2.3/net/net.2/ReduceMean", |
| "compute_unit": "NPU" |
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| "name": "/encoder/stages.2/stages.2.3/net/net.2/f/f.0/Conv", |
| "type": "/encoder/stages.2/stages.2.3/net/net.2/f/f.0/Conv", |
| "compute_unit": "NPU" |
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| { |
| "name": "/encoder/stages.2/stages.2.3/net/net.2/f/f.2/Conv", |
| "type": "/encoder/stages.2/stages.2.3/net/net.2/f/f.2/Conv", |
| "compute_unit": "NPU" |
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| { |
| "name": "/encoder/stages.2/stages.2.3/net/net.2/f/f.3/HardSigmoid", |
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| "name": "/encoder/stages.2/stages.2.3/net/net.2/Mul", |
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| "compute_unit": "NPU" |
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| "name": "/encoder/stages.2/stages.2.3/Add", |
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| "name": "/encoder/stages.3/stages.3.0/net/net.0/net.0.0/Conv", |
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| "name": "/encoder/stages.3/stages.3.0/net/net.3/net.3.0/Conv", |
| "type": "/encoder/stages.3/stages.3.0/net/net.3/net.3.0/Conv", |
| "compute_unit": "NPU" |
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| "name": "/encoder/stages.3/stages.3.1/net/net.0/net.0.0/Conv", |
| "type": "/encoder/stages.3/stages.3.1/net/net.0/net.0.0/Conv", |
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| "name": "/encoder/stages.3/stages.3.1/net/net.1/net.1.0/Conv", |
| "type": "/encoder/stages.3/stages.3.1/net/net.1/net.1.0/Conv", |
| "compute_unit": "NPU" |
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| "name": "/encoder/stages.3/stages.3.1/net/net.2/ReduceMean", |
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| "type": "/encoder/stages.3/stages.3.1/net/net.2/f/f.0/Conv", |
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| "name": "/encoder/stages.3/stages.3.1/net/net.2/f/f.2/Conv", |
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| "compute_unit": "NPU" |
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| { |
| "name": "/encoder/stages.3/stages.3.1/net/net.2/f/f.3/HardSigmoid", |
| "type": "/encoder/stages.3/stages.3.1/net/net.2/f/f.3/HardSigmoid", |
| "compute_unit": "NPU" |
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| "name": "/encoder/stages.3/stages.3.1/net/net.2/Mul", |
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| "compute_unit": "NPU" |
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| "name": "/encoder/stages.3/stages.3.1/net/net.3/net.3.0/Conv", |
| "type": "/encoder/stages.3/stages.3.1/net/net.3/net.3.0/Conv", |
| "compute_unit": "NPU" |
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| "name": "/encoder/stages.3/stages.3.1/Add", |
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| "name": "/encoder/stages.3/stages.3.2/net/net.0/net.0.0/Conv", |
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| "compute_unit": "NPU" |
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| "name": "/encoder/stages.3/stages.3.2/net/net.1/net.1.0/Conv", |
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| "compute_unit": "NPU" |
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| "name": "/encoder/stages.3/stages.3.2/net/net.2/ReduceMean", |
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| "compute_unit": "NPU" |
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| "name": "/encoder/stages.3/stages.3.2/net/net.2/f/f.0/Conv", |
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| "compute_unit": "NPU" |
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| "name": "/encoder/stages.3/stages.3.2/net/net.2/f/f.2/Conv", |
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| "compute_unit": "NPU" |
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| "name": "/encoder/stages.3/stages.3.2/Add", |
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| "compute_unit": "NPU" |
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| "name": "/encoder/neck.1/Add", |
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| "compute_unit": "NPU" |
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| { |
| "name": "/encoder/neck.2/net/net.1/net.1.0/Conv", |
| "type": "/encoder/neck.2/net/net.1/net.1.0/Conv", |
| "compute_unit": "NPU" |
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| { |
| "name": "/encoder/neck.2/net/net.3/net.3.0/Conv", |
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| { |
| "name": "/encoder/neck.2/Add", |
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| { |
| "name": "/decoder/lat.3/lat.3.0/Conv", |
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| { |
| "name": "/decoder/Resize", |
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| { |
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| }, |
| { |
| "name": "/decoder/ref.2/net/net.3/net.3.0/Conv", |
| "type": "/decoder/ref.2/net/net.3/net.3.0/Conv", |
| "compute_unit": "NPU" |
| }, |
| { |
| "name": "/decoder/ref.2/Add", |
| "type": "/decoder/ref.2/Add", |
| "compute_unit": "NPU" |
| }, |
| { |
| "name": "/decoder/Resize_1", |
| "type": "/decoder/Resize", |
| "compute_unit": "NPU" |
| }, |
| { |
| "name": "/decoder/Add_1", |
| "type": "/decoder/Add", |
| "compute_unit": "NPU" |
| }, |
| { |
| "name": "/decoder/ref.1/net/net.0/net.0.0/Conv", |
| "type": "/decoder/ref.1/net/net.0/net.0.0/Conv", |
| "compute_unit": "NPU" |
| }, |
| { |
| "name": "/decoder/ref.1/net/net.1/net.1.0/Conv", |
| "type": "/decoder/ref.1/net/net.1/net.1.0/Conv", |
| "compute_unit": "NPU" |
| }, |
| { |
| "name": "/decoder/ref.1/net/net.3/net.3.0/Conv", |
| "type": "/decoder/ref.1/net/net.3/net.3.0/Conv", |
| "compute_unit": "NPU" |
| }, |
| { |
| "name": "/decoder/ref.1/Add", |
| "type": "/decoder/ref.1/Add", |
| "compute_unit": "NPU" |
| }, |
| { |
| "name": "/decoder/Resize_2", |
| "type": "/decoder/Resize", |
| "compute_unit": "NPU" |
| }, |
| { |
| "name": "/decoder/Add_2", |
| "type": "/decoder/Add", |
| "compute_unit": "NPU" |
| }, |
| { |
| "name": "/decoder/ref.0/net/net.0/net.0.0/Conv", |
| "type": "/decoder/ref.0/net/net.0/net.0.0/Conv", |
| "compute_unit": "NPU" |
| }, |
| { |
| "name": "/decoder/ref.0/net/net.1/net.1.0/Conv", |
| "type": "/decoder/ref.0/net/net.1/net.1.0/Conv", |
| "compute_unit": "NPU" |
| }, |
| { |
| "name": "/decoder/ref.0/net/net.3/net.3.0/Conv", |
| "type": "/decoder/ref.0/net/net.3/net.3.0/Conv", |
| "compute_unit": "NPU" |
| }, |
| { |
| "name": "/decoder/ref.0/Add", |
| "type": "/decoder/ref.0/Add", |
| "compute_unit": "NPU" |
| }, |
| { |
| "name": "/decoder/Resize_3", |
| "type": "/decoder/Resize", |
| "compute_unit": "NPU" |
| }, |
| { |
| "name": "/decoder/Add_3", |
| "type": "/decoder/Add", |
| "compute_unit": "NPU" |
| }, |
| { |
| "name": "/decoder/ref0/net/net.0/net.0.0/Conv", |
| "type": "/decoder/ref0/net/net.0/net.0.0/Conv", |
| "compute_unit": "NPU" |
| }, |
| { |
| "name": "/decoder/ref0/net/net.1/net.1.0/Conv", |
| "type": "/decoder/ref0/net/net.1/net.1.0/Conv", |
| "compute_unit": "NPU" |
| }, |
| { |
| "name": "/decoder/ref0/net/net.3/net.3.0/Conv", |
| "type": "/decoder/ref0/net/net.3/net.3.0/Conv", |
| "compute_unit": "NPU" |
| }, |
| { |
| "name": "/decoder/ref0/Add", |
| "type": "/decoder/ref0/Add", |
| "compute_unit": "NPU" |
| }, |
| { |
| "name": "/head/head.1/Conv", |
| "type": "/head/head.1/Conv", |
| "compute_unit": "NPU" |
| }, |
| { |
| "name": "output_0_0231", |
| "type": "output", |
| "compute_unit": "NPU" |
| }, |
| { |
| "name": "QNN_DATATYPE_UFIXED_POINT_8_converted_output_0_QNN_DATATYPE_FLOAT_32", |
| "type": "QNN", |
| "compute_unit": "NPU" |
| }, |
| { |
| "name": "Output", |
| "type": "Output", |
| "compute_unit": "NPU" |
| } |
| ] |
| } |
