?u?f?B?[?v???[?j???O?v?֘A?? ????E??r?E??? ?Ȃǂ̋L???ꗗ

???????Ă???????LLM?̊?b?y?O?ҁz
GAN?AVAE?ATransformer?Ƃ́H?@????AI???悭??????u?[?w?w?K???f???v5?I
?e?L?X?g??摜?????ʂ??A?????ł???u????AI?v?́A?[?w?w?K???f??????ՂƂ??Đ??藧???Ă???B????AI???x?????\?I?Ȑ[?w?w?K???f????5?‰??????B?i2024/7/25?j

TechTarget?W???p???G???W?j?A?ǖ{?W
?uPyTorch?v?΁uTensorFlow?v?@???s???Ȃ??[?w?w?K?t???[?????[?N?̑I?ѕ?
?[?w?w?K?̎?v?t???[?????[?N?uPyTorch?v?ƁuTensorFlow?v?ɂ͕????̈Ⴂ??????B???Ѓv???W?F?N?g?ɓK?????t???[?????[?N?????ɂ߂??Ō??????Ȃ??A???ꂼ??̑I?????݌v?v?z?A?????b?g?ƃf?????b?g?????グ??B?i2025/4/30?j

PyTorch??TensorFlow???r?y??ҁz
?uPyTorch?v?uTensorFlow?v?͉????Ⴄ?H?@?[?w?w?K???C?u?????̎??s???Ȃ??I?ѕ?
AI???f?????p?Ō??????Ȃ??uPyTorch?v?ƁuTensorFlow?v?́A?I?[?v???\?[?X?̐[?w?w?K?t???[?????[?N???B???҂͉????قȂ?A?ǂ̂悤?Ɏg????????΂悢?̂??B???Ђɍ??????C?u?????̌??ɂߕ??Ƃ́B?i2025/2/11?j

?[?w?w?K???f???̎d?g?݁y??ҁz
?uCNN?v?uGAN?v?͉??Ɏg????H?@?f?B?[?v???[?j???O?̊?{?p??
???͂?g?߂ȉ摜????AI?␶??AI?????A???̊?b?ƂȂ?[?w?w?K???f???ɂ‚??Ēm??Ȃ??l?͑????̂ł͂Ȃ????낤???B??v???f???uCNN?v?uGAN?v?̓????ƁA???f???I?тŏd?v?ȃ|?C???g?????????B?i2024/3/4?j

AI?Z?p??p?????摜???́y?O?ҁz
Dell?́u?[?w?w?K???f???v?ŕ??͎??Ԃ??g7????1?h?ɂȂ?????
Dell?̓T???S?ʂ̕ۑS?c?̂ƒ?g???A?[?w?w?K???f???̊J???Ɏ??g?ށB?J???????w?K???f???̓T???S?ʕۑS?????̌??????̂??߂Ɋ??p????B??̓I?ɂǂ̂悤?Ȍ??ʂ??????炷?̂??B?i2022/10/19?j

?f?B?[?v???[?j???O??{?Ԋ‹??֓?????????@
Twitter??Spotify???f?B?[?v???[?j???O?i?[?w?w?K?j?̊??p?ŏd?????Ă??邱??
?f?B?[?v???[?j???O?i?[?w?w?K?j???f????{?Ԋ‹??ɓ??????āA?r?W?l?X?ɗǂ??C???p?N?g??^???悤?Ƃ???Ȃ?A???f???̐݌v??e?X?g?̂悤?Ȋ?{?????ɖڂ??????邱?Ƃ??d?v?ƂȂ?B?i2017/8/14?j

?i????????̏?\?m?Ȃ?
?????Ƃł̃f?B?[?v???[?j???O???p?A?????݂????Ɏ??????邽?߂̍œK???́H
?u?f?B?[?v???[?j???O?i?[?w?w?K?j?v?̊??p?ɓ??ݏo?????Ƃ??铮?????L?????Ă??邪?A???ЂŎ???????ɂ̓n?[?h?????????B?ǂ?????΃f?B?[?v???[?j???O?̉??b???X???[?Y?ɋ???ł???̂??A???̍œK????T???Ă݂????B?i2019/5/24?j

PyTorch??TensorFlow???r?y?O?ҁz
???܂??畷???Ȃ??uPyTorch?v?uTensorFlow?v?ʼn????ł???̂?
?uPyTorch?v?ƁuTensorFlow?v?́A?ǂ?????I?[?v???\?[?X?̐[?w?w?K?t???[?????[?N?????A?ׂ????݌v?v?z??g??????ɈႢ??????B???҂̓????Ƌ@?\???Љ??B?i2025/2/4?j

???{?q???[???b?g?E?p?b?J?[?h??????В񋟃z???C?g?y?[?p?[
??b???番????f?B?[?v???[?j???O?F???????邽?߂Ɍ??????ׂ?IT?̉ۑ?Ƃ́H
AI??@?B?w?K?^?f?B?[?v???[?j???O??DX?ɉʂ????????͑傫?????A????ł??????ǂ??r?W?l?X?ɐ??????ׂ????Y?ފ?Ƃ͂??܂??????B??????AI?̒?`????f?B?[?v???[?j???O?̎d?g?݁A?C???t???I??̃|?C???g?܂ŁA?ԗ??I?ɉ??????B?i2021/8/2?j

?[?w?w?K???f???̎d?g?݁y?O?ҁz
?摜?F???␶???Z?p?̊?b?uCNN?v?uGAN?v?Ƃ́H?@???????????????ƈႢ
??v?Ȑ[?w?w?K???f???Ƃ??āu??ݍ??݃j???[?????l?b?g???[?N?v?iCNN?j?Ɓu?G?ΓI?????l?b?g???[?N?v?iGAN?j??????B???҂ɂ͎??ʂ??_?????邪?A?d?g?݂?g?????͈قȂ?B???̐??藧????????????B?i2024/2/19?j

?f?[?^?Ǘ??҂??m???Ă???????
GPU?f?B?[?v???[?j???O?̂??߂̃C???t???\?z?Ƃ́H
GPU???g?????f?B?[?v???[?j???O?i?[?w?w?K?j????ʓI?ɂȂ??Ă???B????ɔ????f?[?^?Ǘ??҂́A??ʂ̌v?Z???”\?ȃC???t?????\?z????K?v??????B?i2018/4/10?j

AI?Z?p??p?????摜???́y??ҁz
Dell??Accenture?????u?T???S?ʂ????AI?v?̎??͂?
?T???S?ʂ̕ۑS?????Ɏ??g?ރI?[?X?g?????A?̊‹??ۑS?c?̂́ADell??Accenture?Ȃǂ̊?ƂƋ??͂??A?u?[?w?w?K?v??u?R???s???[?^?r?W?????v?Ƃ?????AI?Z?p?????p????B???̋?̓I?Ȓ??g?Ƃ́B?i2022/10/24?j

??y???ˆ????Ɏg????GPU?N???E?h?Ƃ?
AI?????p????????????GPU?̓R?X?g??^?p???s???A???̉ۑ?͂ǂ??????ł???̂?
AI??f?B?[?v???[?j???O?̍L????ɂ??AGPU?R???s???[?e?B???O?̎??v?????܂??Ă???B????ŁA?u?R?X?g?v??u?^?p?E?ێ?v?̉ۑ肪???サ?Ă????BGPU???p?ɂ?????ۑ?????????AAI???r?W?l?X?Ő??????ɂ͂ǂ?????΂悢?̂??B?i2023/2/13?j

???҂Ƃ??ē`??????????
???N???[?g???@?[?w?w?K?Ńr?W?l?X???ʂ𓾂邽?߂̕??@?_
?[?w?w?K???ǂ?????ăr?W?l?X?̌???ɓK?p??????΂????̂??B???҂Ɋw?ԁB?i2018/9/12?j

?????Ŕ?Q???o?́uEmotet?v?????\?h????????
?u?[?w?w?K?v?ɂ??\?h?^?Z?L?????e?B?͊?Ƃ̋~????ƂȂ邩
??Ƃ????܂??܂ȃA?v???[?`?ŃZ?L?????e?B?΍?????݂Ă??????ŁA??????????????낤?Ƃ???U???̍??x?????~?܂?Ȃ??B????̃Z?L?????e?B?΍􂪕???????_?ƁA???ʓI?Ȗh???????????Z?p??A?v???[?`?Ƃ͂ǂ̂悤?Ȃ??̂??B?i2022/4/28?j

???C?o??2?Ђ??????荇??
Amazon??Microsoft???\?z?O?̋????J???A?[?w?w?K?uGluon?v?ƌ??˂???̂́H
Amazon??Microsoft???񋟂???[?w?w?K?̃??C?u?????uGluon?v?́A?N???E?h?‹??ŋ@?B?w?K?????ȒP?ɗ??p?ł???悤?ɂ?????̂??B???2?Ђ̒?g?́A?@?B?w?K??[?w?w?K?Ɏ??g?ނ??Ƃ̏d?v?????ے????Ă???B?i2017/11/9?j

??????????}???A???R?Ɏg??????
AI?^?@?B?w?K?ւ?GPU???p?A??p?̖????ǂ?????΂悢?̂?
?f?B?[?v???[?j???O??@?B?w?K?ɂ?GPU?̗??p???K???Ă???B?????????\??GPU???ڃT?[?o???I???v???~?X?œ???????Ə????????z???l?b?N?ɂȂ?B?p?u???b?N?N???E?h?̃T?[?r?X?͗????̌n?ɕs?????c??B?ǂ?????΂悢?̂??낤???B?i2022/8/5?j

??s????????
?[?w?w?K?Ńu?????h???ɍ??킹???????𐶐?????uAmazon Polly?v
Amazon Polly?́A?f?B?[?v???[?j???O?𗘗p???ău?????h?C???[?W?ɍ??킹???????𐶐??ł???B?I?[?X?g?????A?̋?s?́A?R???^?N?g?Z???^?[?Ɂu?I?[?X?g?????A?p??v?ʼn???????AI?𓱓????悤?Ƃ??Ă???B?i2020/3/23?j

?a?@?ł͊??Ɏ??p?i?K
?f?B?[?v???[?j???O?̕??U?g???[?j???O??ՁuApache SINGA?v
?V???K?|?[?????̃v???W?F?N?g??Apache Software Foundation?̃g?b?v???x???v???W?F?N?g?ɏ??i?B?f?B?[?v???[?j???O???f?????????I?ɕ??U?g???[?j???O?????邱?Ƃ??ł??A???Ɏ??p??????Ă???Ƃ????B?i2020/2/5?j

AI?͐?i?I?p?[?g?i?[??
?f?B?[?v???[?j???O?i?[?w?w?K?j???l????D????ƁA?l?𒴂??Ȃ???Ƃ̈Ⴂ
?l?H?m?\?iAI?j?͊??ɉ????????̋Z?p?ł͂Ȃ??A???X?ɓ??퐶???ɐZ?????ė??Ă???B?d????D????Ƃ??????ے?I?Ȉӌ????????悤?????A?܂?AI?͉??????ӂ?????C??????̂??𗝉????悤?B?i2017/10/3?j

?f?[?^?ʂ?A?v???[?`?ɒ???
?[?w?w?K?Ƌ@?B?w?K?̈Ⴂ?Ƃ́H?@????ŕ????邻?̊??p
?[?w?w?K?͏]???̋@?B?w?K?Ǝ??Ă??邪?A???f???\???Əo?͂̓_?ő傫???قȂ?B???Ƃ????????B?i2017/5/31?j

Kubernetes?ŕ??U?w?K
Kubernetes?x?[?X?̃f?B?[?v???[?j???O?‹??uNauta?v
Intel???I?[?v???\?[?X?̃f?B?[?v???[?j???O?c?[???uNauta?v?????J?????BNauta?łǂ̂悤?Ȃ??Ƃ??ł???̂??낤???B?i2019/4/18?j

?w?K???f???̃`?b?v???????݂??e?Ղ?
Intel?̐V?????c?[???L?b?g?uOpenVINO?v?͐[?w?w?K?̃r?W?l?X???p?𑣐i????H
?C???e???̐V?????J???L?b?g?́ACPU?⑼?̎?ނ̃`?b?v?Ő[?w?w?K????n?[?h?????????悤?Ƃ??Ă???B????f?[?^???瑽???̏???e?Ղɒ??o?ł???悤?ɂ??邱?Ƃ??_?????B?i2018/8/14?j

?f????????В񋟃z???C?g?y?[?p?[
SNS?̓??e???u???ɉ?́A?g?j???[?X?v?V?h???x????f?B?[?v???[?j???O?^?p???
SNS?ɓ??e???ꂽ?????E???́E?ЊQ?̓????摜?????W?^??͂??A?j???[?X?f?ނƂ??Ĕz?M????T?[?r?X??񋟂???Spectee?B?c??ȃf?[?^???u???ɉ?͂??A?J?e?S???C?Y???邻?̋Z?p???x????A???Ђ̃f?B?[?v???[?j???O?^?p??ՂƂ́H?i2019/4/2?j

?f?B?[?v???[?j???O?c?[???T???i??ҁj
?f?B?[?v???[?j???O?p???Ӄc?[???̏[???ɂ?????
TensorFlow??PyTorch?Ȃǂ̃t???[?????[?N?΂??肪???ڂ???邪?A?f?B?[?v???[?j???O???x????????Ӄc?[???ɂ????ڂ??????B???コ??ɑ????̃c?[?????a?????邱?Ƃ??낤?B?i2019/1/31?j

?f?B?[?v???[?j???O?c?[???T???i?O?ҁj
Google?AMicrosoft?AFacebook?̃f?B?[?v???[?j???O?t???[?????[?N
?f?B?[?v???[?j???O?v???O???????ꂩ??\?z???邱?Ƃ??”\?????A?????̃t???[?????[?N?⃉?b?p?[?A???Ӄc?[?????g?????Ƃł??v?????—e?ՂɊJ???ł???B?܂??͑??Ƃ??񋟂????v?ȃc?[?????ȒP?ɏЉ??B?i2019/1/16?j

?R?[???Z???^?[?ɂ?????u?????N?????@?\?v?̉??l?y??ҁz
?R?[???Z???^?[?֘A??Ђ??u?????x?????N?????v?Ŏ????????u???{?R?[???v???ޏp
?[?w?w?K?Ȃǂ?AI?i?l?H?m?\?j?Z?p?????p???A?R?[???Z???^?[?????N???E?h?T?[?r?X?̎????????N?????@?\?????P????Sharpen Technologies?B???[?U?[??Ƃ͕????N?????@?\???ǂ??g???Ă??邩?B?i2021/5/13?j

???{?t???w??̃e?L?X?g?}?C?j???O????
??t???_???????ɁuTensorFlow?v???p?A?l?ԂȂ?S???܂???Ƃ??[?w?w?K?Ō?????
??t???f?ÃK?C?h???C???????肷?邽?߂̘_???????ɐ[?w?w?K?????p?????B?p?????̂?Google???J???????uTensorFlow?v?B?l?Ԃ̘J?͂????炵?A?l?Ԃ??????Ƃ??Ă??????̂𔭌@????Ȃǂ̌??ʂ?????ꂽ?B?i2018/1/11?j

?yPR?zTechTarget?W???p???E?L?[?}???Y?l?b?g??? ?????A???P?[?g
?uAI?^?f?B?[?v???[?j???O?v?Ɋւ???A???P?[?g
?{?A???P?[?g?ł́A?Ζ???ł́uAI?^?f?B?[?v???[?j???O?v?֘A???i?̓?????\??^????????Ă??????ΏۂɁA???̗??p?ړI?⓱????̉ۑ?Ȃǂɂ‚??Ă??ӌ????f???A??Î҂ɂ?鍡??̏??񋟂̋M?d?Ȏ????Ƃ??????܂??B?i2018/9/19?j

?摜?F???͂ǂ??܂Ői??ł???̂?
?l?C?Z?~?i?[?Ō????Ă???AI?A?摜?????A?f?B?[?v???[?j???O?́u???Ƃ??ꂩ??v
???‚Ắu?????̋Z?p?v?Ƃ??ĉ??????݂?????AI?֘A?Z?p?B???݂ł͐g?߂ȂƂ???ɂ܂Ŋ??p???i??ł???B?{?e?ł͐l?C?Z?~?i?[?̍u?????e???Љ?AAI?֘A?Z?p?̍??Ƃ??ꂩ??ɂ‚??čl????B?i2019/1/17?j