| { |
| "sample_uid": "f005_simulation_data6_b0cc2a63__sample_000013", |
| "sample_name": "f005_simulation_data6_b0cc2a63__sample_000013", |
| "original_sample_name": "sample_000013", |
| "original_sample_id": "000013", |
| "selection_rank": 2, |
| "pool_index": 263, |
| "source_index": 5, |
| "source_file_name": "simulation_data6.hdf5", |
| "source_file": "/gpfs/scratch/ailab/ai4physic/gendata3/simulation_data6.hdf5", |
| "split": "test", |
| "seed": 20260624, |
| "sample_seed": 20260626, |
| "hdf5_group": "/test/sample_000013", |
| "measurement_shape": [ |
| 16, |
| 16, |
| 128, |
| 128 |
| ], |
| "raw_measurement_shape": [ |
| 16, |
| 16, |
| 128, |
| 128 |
| ], |
| "measurement_noise": { |
| "enabled": true, |
| "profile": "pretrain_physical_noise_for_ptyrad_intensity", |
| "note": "Applied Poisson + charge sharing + read noise + nonnegative clamp; skipped pretrain sqrt/z-score so PtyRAD receives nonnegative intensities.", |
| "sample_seed": 20260626, |
| "dose_per_area_e_per_angstrom2": 1370170.314458269, |
| "dose_range_e_per_angstrom2": [ |
| 100000.0, |
| 1500000.0 |
| ], |
| "scan_step_size_angstrom": 0.5299999713897705, |
| "electrons_per_probe": 384880.7997783885, |
| "charge_sharing_sigma_px": 0.22333286786118878, |
| "charge_sharing_sigma_range_px": [ |
| 0.2, |
| 0.5 |
| ], |
| "read_noise_std_counts": 0.02021588415972253, |
| "read_noise_std_range_counts": [ |
| 0.02, |
| 0.05 |
| ], |
| "charge_sharing_weak_threshold": 20, |
| "charge_sharing_radius": 2, |
| "charge_sharing_image_chunk_size": 256, |
| "charge_sharing_event_chunk_size": 100000, |
| "noise_device": "cuda", |
| "input_min_mean_max": [ |
| 2.8581411439301083e-19, |
| 6.0882066463818774e-05, |
| 0.004229934886097908 |
| ], |
| "output_min_mean_max": [ |
| 0.0, |
| 6.089553426136263e-05, |
| 0.004357500467449427 |
| ] |
| }, |
| "ideal_potential_shape": [ |
| 6, |
| 128, |
| 128 |
| ], |
| "metadata": { |
| "C10": -401.2518310546875, |
| "C12": -13.184317588806152, |
| "C21": 187.379150390625, |
| "C23": -814.6881713867188, |
| "C30": 10371734.0, |
| "C32": 10346.3359375, |
| "C34": -11791.021484375, |
| "C41": -443766.78125, |
| "C43": 234443.1875, |
| "C45": -299696.40625, |
| "C50": 12290260.0, |
| "C52": -17827392.0, |
| "C54": 1032114.5625, |
| "C56": -15998074.0, |
| "chromatic": 11545546.0, |
| "crystal_type": "Hexagonal", |
| "d_90": 9.55685043334961, |
| "debye_temperature": 176.2496795654297, |
| "energy_spread": 0.4009521007537842, |
| "global_index": 5374, |
| "ideal_potential_num_slices": 6, |
| "material_id": "mp-19816", |
| "material_key": "material_565", |
| "num_probes": 9, |
| "phi12": 1.2627971172332764, |
| "phi21": 6.1266913414001465, |
| "phi23": 4.398950099945068, |
| "phi32": 5.872093200683594, |
| "phi34": 2.031510829925537, |
| "phi41": 5.793376445770264, |
| "phi43": 0.9870206117630005, |
| "phi45": 2.2419209480285645, |
| "phi52": 5.760724067687988, |
| "phi54": 6.221345901489258, |
| "phi56": 1.3133814334869385, |
| "phonon_seed": 1542359519, |
| "probe_energy": 200000.0, |
| "sample_id": 13, |
| "scan_step_size": 0.5299999713897705, |
| "semiangle_cutoff": 9.91810131072998, |
| "source_size": 0.31555500626564026 |
| }, |
| "groundtruth_phase": { |
| "source_ideal_potential_shape": [ |
| 6, |
| 128, |
| 128 |
| ], |
| "full_2d_shape": [ |
| 128, |
| 128 |
| ], |
| "canonical_center_crop_pixels": 64, |
| "canonical_shape": [ |
| 64, |
| 64 |
| ], |
| "valid_scan_intervals": 15, |
| "phase_build_extent_angstrom": 15.9, |
| "phase_build_pixels": 128, |
| "phase_pixel_size_angstrom": 0.12421875, |
| "scan_step_size_angstrom": 0.5299999713897705, |
| "valid_side_angstrom": 7.949999570846558, |
| "valid_side_pixels_before_resize": 64, |
| "valid_shape_before_resize": [ |
| 64, |
| 64 |
| ], |
| "target_shape": [ |
| 41, |
| 41 |
| ], |
| "resized_to_target_shape": true, |
| "final_shape": [ |
| 41, |
| 41 |
| ] |
| }, |
| "groundtruth_note": "Ground truth was center-cropped/resized to exactly match PtyRAD fov='crop' phase shape.", |
| "reconstruction_phase": { |
| "object_phase_shape": [ |
| 1, |
| 1, |
| 41, |
| 41 |
| ], |
| "phase_reduction": "single object mode, single slice: arr[0, 0]", |
| "source": "ptyrad.analysis.Analyzer.get_object_phase", |
| "fov": "crop", |
| "fov_info": { |
| "fov_bbox_ymin_ymax_xmin_xmax": [ |
| 80, |
| 120, |
| 80, |
| 120 |
| ], |
| "probe_shape": [ |
| 128, |
| 128 |
| ], |
| "crop_shape": [ |
| 41, |
| 41 |
| ], |
| "crop_rule": "center positions = crop_pos + probe_shape // 2; bbox bounds are inclusive" |
| }, |
| "model_attributes": { |
| "dx": 0.20000000298023224, |
| "dk": 0.0390625, |
| "meas_Npix": 128, |
| "simu_Npix": 128, |
| "slice_thickness": 20.0 |
| }, |
| "final_2d_shape": [ |
| 41, |
| 41 |
| ] |
| }, |
| "metric_shape": [ |
| 41, |
| 41 |
| ] |
| } |