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andreasjansson /create-dynamic-system:4a9b938a

Playground API

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
yield_every
integer
250
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 
{'items': {'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'},
 'title': 'Output',
 'type': 'array',
 'x-cog-array-type': 'iterator'}