ONNXClassification Example: Logits as Prefix - Teradata Vantage

Teradata Vantage™ - Bring Your Own Model User Guide

Deployment
VantageCloud
VantageCore
Edition
VMware
Enterprise
IntelliFlex
Lake
Product
Teradata Vantage
Release Number
20.00
Publication Date
May 2026
Content Type
User Guide
Publication ID
B700-1111-051K
ft:locale
en-US
ft:lastEdition
2026-06-18
dita:mapPath
fee1607120608274.ditamap
dita:ditavalPath
ayr1485454803741.ditaval
ft:sourceId
dita
dita:id
fee1607120608274
SELECT
    *
from mldb.ONNXClassification(
    on (SELECT id, rev_text AS txt FROM amazon_reviews sample 2)
    on (SELECT model_id, model FROM classification_models WHERE model_id = 'distilbert-base-uncased-finetuned-sst-2-english') DIMENSION
    on (SELECT tokenizer FROM classification_tokenizers WHERE model_id = 'distilbert-base-uncased-finetuned-sst-2-english') DIMENSION
USING
    Accumulate('id')
    OutputFormat('FLOAT32(2)')
    ModelOutputFieldsMap('logits')
) as td
;
 
*** Query completed. 2 rows found. 3 columns returned.
*** Total elapsed time was 2 seconds.
 
id                   logits_0               logits_1
-------------------- ---------------------- ----------------------
1866331              2.87072730064392E 000  -2.36050724983215E 000
2651604              -4.02496862411499E 000 4.28052234649658E 000