All Amazon SageMaker AI built-in algorithms adhere to the common input inference format described in Common Data Formats - Inference. This topic contains a list of the available output formats for the SageMaker AI NTM algorithm.
JSON Response Format
{
"predictions": [
{"topic_weights": [0.02, 0.1, 0,...]},
{"topic_weights": [0.25, 0.067, 0,...]}
]
}
JSONLINES Response Format
{"topic_weights": [0.02, 0.1, 0,...]}
{"topic_weights": [0.25, 0.067, 0,...]}
RECORDIO Response Format
[
Record = {
features = {},
label = {
'topic_weights': {
keys: [],
values: [0.25, 0.067, 0, ...] # float32
}
}
},
Record = {
features = {},
label = {
'topic_weights': {
keys: [],
values: [0.25, 0.067, 0, ...] # float32
}
}
}
]