Paste P60839

RRLA model: batch vs non-batch requests
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Authored by kevinbazira on Apr 18 2024, 5:50 AM.

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	F47288878: RRLA model: batch vs non-batch requests
	Apr 18 2024, 5:50 AM

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	# non-batch request
	$ curl localhost:8080/v1/models/revertrisk-language-agnostic:predict -i -X POST -d '{ "lang": "en", "rev_id": 123456 }'

	{"model_name":"revertrisk-language-agnostic","model_version":"3","wiki_db":"enwiki","revision_id":123456,"output":{"prediction":false,"probabilities":{"true":0.25512129068374634,"false":0.7448787093162537}}}

	# batch request
	$ curl localhost:8080/v1/models/revertrisk-language-agnostic:predict -i -X POST -d '{ "instances": [ { "lang": "en", "rev_id": 123456 }, { "lang": "en", "rev_id": 23456 }, { "lang": "en", "rev_id": 12345 } ] }'

	{"predictions":[{"model_name":"revertrisk-language-agnostic","model_version":"3","wiki_db":"enwiki","revision_id":123456,"output":{"prediction":false,"probabilities":{"true":0.25512129068374634,"false":0.7448787093162537}}},{"model_name":"revertrisk-language-agnostic","model_version":"3","wiki_db":"enwiki","revision_id":23456,"output":{"prediction":true,"probabilities":{"true":0.589654266834259,"false":0.41034573316574097}}},{"model_name":"revertrisk-language-agnostic","model_version":"3","wiki_db":"enwiki","revision_id":12345,"output":{"prediction":false,"probabilities":{"true":0.17687281966209412,"false":0.8231271803379059}}}]}

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kevinbazira created this paste.Apr 18 2024, 5:50 AM