Data Formats for Object2Vec Training
When training with the Object2Vec algorithm, make sure that the input data in your request is in JSON Lines format, where each line represents a single data point.
Input: JSON Lines Request Format
Content-type: application/jsonlines
{"label": 0, "in0": [6, 17, 606, 19, 53, 67, 52, 12, 5, 10, 15, 10178, 7, 33, 652, 80, 15, 69, 821, 4], "in1": [16, 21, 13, 45, 14, 9, 80, 59, 164, 4]} {"label": 1, "in0": [22, 1016, 32, 13, 25, 11, 5, 64, 573, 45, 5, 80, 15, 67, 21, 7, 9, 107, 4], "in1": [22, 32, 13, 25, 1016, 573, 3252, 4]} {"label": 1, "in0": [774, 14, 21, 206], "in1": [21, 366, 125]}
The “in0” and “in1” are the inputs for encoder0 and encoder1, respectively. The
same format is valid for both classification and regression problems. For
regression, the field
"label"
can accept
real
valued inputs.