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.