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NVIDIA?A???A???^?C????b?^AI?v???b?g?t?H?[???F?ŐV?̎??R???ꗝ???????p
NVIDIA?́A???R?Ȍڋq?Ή????\?ɂ??郊?A???^?C????b?^AI?i?l?H?m?\?j?v???b?g?t?H?[???\?????BBERT??53???ԂŃg???[?j???O???A???_??2?~???b?ōs???B
BERT-Large?̃g???[?j???O???Ԃ?53???ɒZ?k
?@NVIDIA??2019?N8???A???R?Ȍڋq?Ή????\?ɂ??郊?A???^?C????b?^AI?i?l?H?m?\?j?v???b?g?t?H?[???\?????BAI???ꃂ?f???́uBERT?iBidirectional Encoder Representations from Transformers?j?v??1???Ԗ????Ńg???[?j???O???A???_???킸??2?~???b?ōs?????Ƃ??ł???Ƃ????B
?@?R?~???j?P?[?V?????c?[???Ƃ??āA?`???b?g?{?b?g?ȂǑΘb?ł??郍?{?b?g?????N?O????o?ꂵ?Ă????B?????A?????̐??i?͌??肳?ꂽ??b?ɂƂǂ܂??Ă???̂??قƂ?ǂŁA?l?ԕ??݂̎??R?ȑΉ????\?ɂ???ɂ́A?ɂ߂đ?^??AI???f????p?ӂ???K?v?????????B
?@?V???ɊJ?????????A???^?C????b?^AI?v???b?g?t?H?[???́A????܂Œ??Ă???AI?v???b?g?t?H?[?????œK?????邱?ƂŁA?g???[?j???O???Ԃ␄?_???ԂƂ????????R???ꗝ?𐫔\??啝?Ɍ??コ?????B
?@???A???^?C????b?^AI?v???b?g?t?H?[???́A92?m?[?h?̃f?B?[?v???[?j???O?V?X?e???uNVIDIA DGX-2H?v????Ȃ?A1472?́uNVIDIA V100?vGPU?R?A?𓋍ڂ????X?[?p?[?R???s???[?^?uNVIDIA DGX SuperPOD?v??BERT?̑?^?o?[?W?????????s???邱?Ƃɂ??ABERT-Large?̃g???[?j???O???Ԃ??킸??53???ɒZ?k???邱?Ƃ??ł????B?]???V?X?e???ł̓g???[?j???O?ɐ????ԗv???Ă????Ƃ????B
?@?܂??AAI???f????GPU??ō????ɐ??_?ł???悤?œK?????郉?C?u?????[?uNVIDIA TensorRT?v???????????uNVIDIA T4 GPU?v?𗘗p????ABERT-Base SQuAD?f?[?^?Z?b?g?ł̐??_???A?킸??2.2?~???b?Ŏ??s?ł???Ƃ????B
?@????ɁABERT??Transformer???x?[?X?Ƃ????A???E?ő?̌??ꃂ?f???\?z?ƃg???[?j???O???s?????BNVIDIA?̃J?X?^?????f????83???̃p?????[?^?[???????A???̋K?͂?BERT-Large??24?{?ł???B
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NVIDIA??Turing????́uGeForce RTX 2060?v?\
NVIDIA?́A???Ђ́uTuring GPU?v?A?[?L?e?N?`?????x?[?X?Ƃ????A???ƂȂ?~?h???????WGPU?uGeForce RTX 2060?i?ȉ??ARTX 2060?j?v?\?????BPC?Q?[?}?[?????ɁA???A???^?C???̃??C?g???[?V???O?O???t?B?b?N?X???A349?ăh???Ƃ????ቿ?i?̃J?[?h?Œ\???Ƃ????B
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?p???̍??????N?ی??iNHS?FNational Health Service?j???g?p???邽?߂́A?ƊE???ƂȂ??É摜??????AI?i?l?H?m?\?j?v???b?g?t?H?[???̎?????ڎw???A?V?????v???W?F?N?g???n??????B????́AKing?fs College London?iKCL?j??NVIDIA???????Ői?߂?v???W?F?N?g?ŁA???ː??????̒??ōł????Ԃ?????????ː??f?[?^?̉??߂??A?????????邱?Ƃ?ڎw???Ƃ????B
NVIDIA?????Volta??Turing?A?ŐVGPU?͂????g????
NVIDIA??GPU?A?[?L?e?N?`???ł???uTuring?v?ƁuVolta?v?B?????2?̃A?[?L?e?N?`???ł́ART?R?A??Tensor?R?A?Ƃ???2?̃??j?b?g?????\???i?̗????҂ƂȂ????BGTC Japan 2018?̍u??????A?A?[?L?e?N?`?????????炢???A?ŐVGPU???????I?Ɋ??p???邽?߂̎?@???Љ??B
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