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andreasjansson /train-dynamic-system:1f3d0ec0
Input schema
The fields you can use to run this model with an API. If you don’t give a value for a field its default value will be used.
| Field | Type | Default value | Description |
|---|---|---|---|
| code |
string
|
None
|
|
| target1 |
string
|
None
|
|
| target2 |
string
|
None
|
|
| width |
integer
|
128
|
None
|
| height |
integer
|
128
|
None
|
| training_steps |
integer
|
1000
|
None
|
| max_variables |
integer
|
100
|
None
|
| cycle_length |
integer
|
12
|
None
|
| loss_cycles |
integer
|
4
|
None
|
| total_cycles |
integer
|
6
|
None
|
| learning_rate |
number
|
0.005
|
None
|
| yield_every |
integer
|
250
|
None
|
| return_animation |
boolean
|
True
|
None
|
| seed |
integer
|
None
|
|
| model_state |
string
|
None
|
|
| optimizer_state |
string
|
None
|
Output schema
The shape of the response you’ll get when you run this model with an API.
Schema
{'items': {'properties': {'animation': {'format': 'uri',
'title': 'Animation',
'type': 'string'},
'cycle_images': {'items': {'format': 'uri',
'type': 'string'},
'title': 'Cycle Images',
'type': 'array'},
'cycle_losses_target1': {'items': {'type': 'number'},
'title': 'Cycle Losses '
'Target1',
'type': 'array'},
'cycle_losses_target2': {'items': {'type': 'number'},
'title': 'Cycle Losses '
'Target2',
'type': 'array'},
'historical_losses': {'items': {'type': 'number'},
'title': 'Historical Losses',
'type': 'array'},
'model_state': {'format': 'uri',
'title': 'Model State',
'type': 'string'},
'optimizer_state': {'format': 'uri',
'title': 'Optimizer State',
'type': 'string'},
'visualization': {'format': 'uri',
'title': 'Visualization',
'type': 'string'}},
'required': ['visualization'],
'title': 'ModelOutput',
'type': 'object'},
'title': 'Output',
'type': 'array',
'x-cog-array-type': 'iterator'}