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Deeplearning

CTC Loss์™€ RNN-T Loss์˜ ๋‚ด๋ถ€ ๊ตฌ์กฐ์™€ ๋™์ž‘ ์›๋ฆฌ

์ž๋™ ์Œ์„ฑ ์ธ์‹์—์„œ ํ•ต์‹ฌ์ ์ธ CTC Loss์™€ RNN-T Loss์˜ ๋‚ด๋ถ€ ๋ฉ”์ปค๋‹ˆ์ฆ˜, ์ˆ˜ํ•™์  ์œ ๋„, ์ตœ์ ํ™” ๊ธฐ๋ฒ• ๋ฐ ์‹ค์ „ ์ ์šฉ ๊ฒฝํ—˜์— ๋Œ€ํ•œ ์‹ฌ๋„ ์žˆ๋Š” ๊ธฐ์ˆ ์  ๋ถ„์„ ...

2024-08-10    8039 word    17 min    macsim    Deeplearning  ASR  Speech Recognition  CTC  RNN-T  Sequence Modeling

TensorRT์™€ Triton: ๋”ฅ๋Ÿฌ๋‹ ์ถ”๋ก  ์ตœ์ ํ™”์˜ ๊ฐ•๋ ฅํ•œ ์กฐํ•ฉ

NVIDIA TensorRT์™€ Triton Inference Server์˜ ๋‚ด๋ถ€ ๊ตฌ์กฐ์™€ ์‹ค์ „ ์ตœ์ ํ™” ๊ฒฝํ—˜์„ ๊ณต์œ ํ•ฉ๋‹ˆ๋‹ค ...

2024-07-30    7170 word    15 min    macsim    Deeplearning  Tensorrt  Nvidia Triton  Inference Optimization  Model Deployment  Gpu Acceleration

ONNX Graph์˜ ๋‚ด๋ถ€ ๊ตฌ์กฐ์™€ ์ตœ์ ํ™” ์—ฌ์ •

ONNX Graph์˜ ๋‚ด๋ถ€ ๊ตฌ์กฐ๋ฅผ ํŒŒํ—ค์น˜๊ณ  ์‹ค์ „ ์ตœ์ ํ™” ๊ฒฝํ—˜์„ ๊ณต์œ ํ•ฉ๋‹ˆ๋‹ค ...

2024-07-28    4545 word    10 min    macsim    Deeplearning  Onnx  Model Optimization  Inference  Computational Graph  Model Deployment

๊ฐ€์ค‘์น˜ ์—…๋ฐ์ดํŠธ์— ๊ด€ํ•ด์„œ with wav2vec 2.0

wav2vec 2.0 ์€ ์–ผ๋งˆ๋‚˜ weight๊ฐ€ ์—…๋ฐ์ดํŠธ ๋˜๋Š”๊ฑธ๊นŒ? ...

2023-02-22    7723 word    16 min    macsim    Deeplearning  Fine-Tuning  Transfer Learning  Wav2vec 2.0  ASR  Weight Update



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