File size: 2,611 Bytes
71266d1 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 | Astro Emulators Toolkit Bundle
Summary:
model: mlp
release: payne-flux-reference-example@0.1.0 (released)
bundle_format_version: 1
config_schema_version: 1
spec_version: 1
weights_layout: params_plus_model_state_v1
model_family_id: mlp_v1
fingerprint_evaluation: present
task: regression
fit_method: gradient
role_paths: {'input_leaf': 'inputs/parameters', 'output_leaf': 'outputs/flux'}
Domain:
input_domain: {'kind': 'box_v1', 'max_tree': {'inputs': {'parameters': [7000.0, 5.0, 0.30000001192092896]}}, 'min_tree': {'inputs': {'parameters': [4500.0, 2.5, -0.30000001192092896]}}, 'space': 'canonical_input_dict_trees_v1', 'storage': {'filename': 'input_domain.safetensors', 'format': 'safetensors_v1', 'layout': 'split_minmax_tree_v1'}}
extras: ['notes', 'wavelength_angstrom']
Provenance:
toolkit_version: 0.1.0
created_at: 2026-04-12T14:23:17.605616+00:00
python_version: 3.12.13
git_commit: e922f60957ded21c91aca36a1d11b2bd269cc082
spec:
input_domain:
kind: box_v1
max_tree:
inputs:
parameters:
- 7000.0
- 5.0
- 0.30000001192092896
min_tree:
inputs:
parameters:
- 4500.0
- 2.5
- -0.30000001192092896
space: canonical_input_dict_trees_v1
storage:
filename: input_domain.safetensors
format: safetensors_v1
layout: split_minmax_tree_v1
inputs:
channel_meanings_tree:
parameters:
- effective temperature
- surface gravity
- metallicity [Fe/H]
channel_names_tree:
parameters:
- teff
- logg
- feh
channel_units_tree:
parameters:
- K
- dex
- dex
leaf_meanings_tree:
parameters: stellar labels
leaf_units_tree: None
structure_tree:
parameters: None
outputs:
channel_meanings_tree: None
channel_names_tree: None
channel_units_tree: None
leaf_meanings_tree:
flux: continuum-normalized flux vector on the shared wavelength grid
leaf_units_tree:
flux: dimensionless
structure_tree:
flux: None
reference_scaling:
kind: affine_v1
max_tree:
inputs:
parameters:
- 7000.0
- 5.0
- 0.30000001192092896
outputs:
flux: 1.0
min_tree:
inputs:
parameters:
- 4500.0
- 2.5
- -0.30000001192092896
outputs:
flux: 0.0
parametrization: minmax
space: canonical_dict_trees_v1
storage:
filename: reference_scaling.safetensors
format: safetensors_v1
layout: split_minmax_tree_v1
spec_version: 1
Note: this bundle is the canonical emulator artifact. Physical-space composition is external.
|