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andreasjansson /create-dynamic-system:172e3b6a
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 |
|---|---|---|---|
| target1 |
string
|
None
|
|
| target2 |
string
|
None
|
|
| max_attempts |
integer
|
20
Min: 1 |
None
|
| width |
integer
|
128
|
None
|
| height |
integer
|
128
|
None
|
| training_steps |
integer
|
1000
|
None
|
| max_variables |
integer
|
100
|
None
|
| cycle_length |
integer
|
20
|
None
|
| loss_cycles |
integer
|
4
|
None
|
| total_cycles |
integer
|
6
|
None
|
| learning_rate |
number
|
0.005
|
None
|
| return_animation |
boolean
|
True
|
None
|
| train_timeout |
integer
|
600
|
None
|
Output schema
The shape of the response you’ll get when you run this model with an API.
Schema
{'properties': {'animation': {'format': 'uri',
'title': 'Animation',
'type': 'string'},
'code': {'title': 'Code', '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'}