# ๐Ÿค— Transformers ๋ชจ๋ธ์„ ONNX๋กœ ๋‚ด๋ณด๋‚ด๊ธฐ[[exporting--transformers-models-to-onnx]] ๐Ÿค— ํŠธ๋žœ์Šคํฌ๋จธ๋Š” `transformers.onnx` ํŒจํ‚ค์ง€๋ฅผ ์ œ๊ณตํ•˜๋ฉฐ, ์ด ํŒจํ‚ค์ง€๋Š” ์„ค์ • ๊ฐ์ฒด๋ฅผ ํ™œ์šฉํ•˜์—ฌ ๋ชจ๋ธ ์ฒดํฌํฌ์ธํŠธ๋ฅผ ONNX ๊ทธ๋ž˜ํ”„๋กœ ๋ณ€ํ™˜ํ•  ์ˆ˜ ์žˆ๊ฒŒ ํ•ฉ๋‹ˆ๋‹ค. ๐Ÿค— Transformers์— ๋Œ€ํ•œ ์ž์„ธํ•œ ๋‚ด์šฉ์€ [์ด ๊ฐ€์ด๋“œ](../serialization)๋ฅผ ์ฐธ์กฐํ•˜์„ธ์š”. ## ONNX ์„ค์ •[[onnx-configurations]] ๋‚ด๋ณด๋‚ด๋ ค๋Š”(export) ๋ชจ๋ธ ์•„ํ‚คํ…์ฒ˜์˜ ์œ ํ˜•์— ๋”ฐ๋ผ ์ƒ์†๋ฐ›์•„์•ผ ํ•  ์„ธ ๊ฐ€์ง€ ์ถ”์ƒ ํด๋ž˜์Šค๋ฅผ ์ œ๊ณตํ•ฉ๋‹ˆ๋‹ค: * ์ธ์ฝ”๋” ๊ธฐ๋ฐ˜ ๋ชจ๋ธ์€ [`~onnx.config.OnnxConfig`]์„ ์ƒ์†๋ฐ›์Šต๋‹ˆ๋‹ค. * ๋””์ฝ”๋” ๊ธฐ๋ฐ˜ ๋ชจ๋ธ์€ [`~onnx.config.OnnxConfigWithPast`]์„ ์ƒ์†๋ฐ›์Šต๋‹ˆ๋‹ค. * ์ธ์ฝ”๋”-๋””์ฝ”๋” ๊ธฐ๋ฐ˜ ๋ชจ๋ธ์€ [`~onnx.config.OnnxSeq2SeqConfigWithPast`]์„ ์ƒ์†๋ฐ›์Šต๋‹ˆ๋‹ค. ### OnnxConfig[[transformers.onnx.OnnxConfig]] [[autodoc]] onnx.config.OnnxConfig ### OnnxConfigWithPast[[transformers.onnx.OnnxConfigWithPast]] [[autodoc]] onnx.config.OnnxConfigWithPast ### OnnxSeq2SeqConfigWithPast[[OnnxSeq2SeqConfigWithPast]] [[autodoc]] onnx.config.OnnxSeq2SeqConfigWithPast ## ONNX ํŠน์ง•[[onnx-features]] ๊ฐ ONNX ์„ค์ •์€ ๋‹ค์–‘ํ•œ ์œ ํ˜•์˜ ํ† ํด๋กœ์ง€๋‚˜ ์ž‘์—…์— ๋Œ€ํ•ด ๋ชจ๋ธ์„ ๋‚ด๋ณด๋‚ผ ์ˆ˜ ์žˆ๊ฒŒ(exporting) ํ•ด์ฃผ๋Š” _features_ ์„ธํŠธ์™€ ์—ฐ๊ด€๋˜์–ด ์žˆ์Šต๋‹ˆ๋‹ค. ### FeaturesManager[[transformers.onnx.FeaturesManager]] [[autodoc]] onnx.features.FeaturesManager