olive-recipes/sam2.1-hiera-small/QNN/sam21_mask_decoder_qnn_ctx.json at main · microsoft/olive-recipes · GitHub

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{
    "input_model": {
        "type": "ONNXModel",
        "model_path": "sam21_mask_decoder.onnx"
    },
    "systems": {
        "host_system": {
            "type": "LocalSystem"
        },
        "qnn_system": {
            "type": "PythonEnvironment",
            "python_environment_path": "/path/to/qnn/env/bin",
            "accelerators": [
                {
                    "execution_providers": [
                        "QNNExecutionProvider"
                    ]
                }
            ]
        }
    },
    "data_configs": [
        {
            "name": "dummy_data_config",
            "type": "DummyDataContainer",
            "load_dataset_config": {
                "input_shapes": [
                    [
                        1,
                        3,
                        1024,
                        1024
                    ]
                ],
                "input_names": [
                    "input.1"
                ],
                "input_types": [
                    "float32"
                ]
            }
        }
    ],
    "passes": {
        "f16": {
            "type": "OnnxFloatToFloat16",
            "save_as_external_data": true
        },
        "cb": {
            "type": "EPContextBinaryGenerator",
            "provider_options": {
                "htp_performance_mode": "burst",
                "htp_graph_finalization_optimization_mode": "3",
                "offload_graph_io_quantization": "0",
                "soc_model": "60"
            },
            "weight_sharing": false
        }
    },
    "host": "host_system",
    "target": "qnn_system",
    "log_severity_level": 0,
    "ort_log_severity_level": 1,
    "ort_py_log_severity_level": 1,
    "cache_dir": "cache_decoder",
    "output_dir": "model/decoder",
    "no_artifacts": true
}