inference_manifest.json
| 1 | { |
| 2 | "model_id": "transmon_cross_hamiltonian_inverse", |
| 3 | "display_name": "TransmonCross Hamiltonian to Geometry", |
| 4 | "description": "Inverse model that predicts TransmonCross geometry parameters from target Hamiltonian values.", |
| 5 | "hf_model_repo_id": "SQuADDS/transmon-cross-hamiltonian-inverse", |
| 6 | "model_path": "model/best_inverse_model_surrogate_defined_loss.keras", |
| 7 | "input_names_path": "X_names", |
| 8 | "input_names_format": "text_lines", |
| 9 | "output_names_path": "y_columns.npy", |
| 10 | "output_names_format": "npy", |
| 11 | "x_scaler_pattern": "scalers/scaler_X_{name}.save", |
| 12 | "y_scaler_pattern": "scalers/scaler_y_{name}_one_hot_encoding.save", |
| 13 | "input_units": { |
| 14 | "qubit_frequency_GHz": "GHz", |
| 15 | "anharmonicity_MHz": "MHz" |
| 16 | }, |
| 17 | "output_units": { |
| 18 | "design_options.connection_pads.readout.claw_length": "m", |
| 19 | "design_options.connection_pads.readout.ground_spacing": "m", |
| 20 | "design_options.cross_length": "m" |
| 21 | }, |
| 22 | "sample_request": { |
| 23 | "model_id": "transmon_cross_hamiltonian_inverse", |
| 24 | "inputs": { |
| 25 | "qubit_frequency_GHz": 4.85, |
| 26 | "anharmonicity_MHz": -205.0 |
| 27 | }, |
| 28 | "options": { |
| 29 | "include_scaled_outputs": false |
| 30 | } |
| 31 | }, |
| 32 | "sample_response": { |
| 33 | "model_id": "transmon_cross_hamiltonian_inverse", |
| 34 | "display_name": "TransmonCross Hamiltonian to Geometry", |
| 35 | "predictions": [ |
| 36 | { |
| 37 | "design_options.connection_pads.readout.claw_length": 0.00011072495544794947, |
| 38 | "design_options.connection_pads.readout.ground_spacing": 4.571595582092414e-06, |
| 39 | "design_options.cross_length": 0.0002005973074119538 |
| 40 | } |
| 41 | ], |
| 42 | "metadata": { |
| 43 | "input_order": [ |
| 44 | "qubit_frequency_GHz", |
| 45 | "anharmonicity_MHz" |
| 46 | ], |
| 47 | "output_order": [ |
| 48 | "design_options.connection_pads.readout.claw_length", |
| 49 | "design_options.connection_pads.readout.ground_spacing", |
| 50 | "design_options.cross_length" |
| 51 | ], |
| 52 | "input_units": { |
| 53 | "qubit_frequency_GHz": "GHz", |
| 54 | "anharmonicity_MHz": "MHz" |
| 55 | }, |
| 56 | "output_units": { |
| 57 | "design_options.connection_pads.readout.claw_length": "m", |
| 58 | "design_options.connection_pads.readout.ground_spacing": "m", |
| 59 | "design_options.cross_length": "m" |
| 60 | }, |
| 61 | "num_predictions": 1 |
| 62 | } |
| 63 | }, |
| 64 | "tags": [ |
| 65 | "inverse-design", |
| 66 | "transmon", |
| 67 | "hamiltonian" |
| 68 | ] |
| 69 | } |
| 70 | |