?? ?????+VLM?????? ??????“???????”???????
????:1???????:?????????
2?????????
3?????98?
4????????????
5???????
?,????????
????????????????????2024??????????,??????????,??“???”????,2024?????????????8?????FSD V12,??4???UniAD,5??Apollo ADFM,???????????XNet?XPlanner?XBrain,7???+VLM,??????
?????????????????????(End-to-End, E2E)????????????????????,????????????????????????????????????????????,????????????????????,???????????????????(?????????????????????????????)???????(????????????????),????????
????????????,????????????????????,??????????????????????????????????????,???????,???
????,???????????????????????????,?????,??????????,???????,?????????
?,????????“???????????????????????????????????”??????????????????????????????????
9?14?????,???????????????“?+VLM”?6.2.0(E2E-VLM Beta4)????????,?????“?????????????”?????????
??????+VLM?????????,??????????
???,?????????
??????????????????:?????????+VLM?????????,????,??????????????????????,????????????????,?????,???????????????????????????,?????,????????One Model??????????,?????????????????????????“????????????????”,???????“???”??????,??????NOA????????????????????VLM???????,????????????????????,??????????,?????“?????????????”???????????????????????????
??????????????????????,???????????????AI????????????????,??????????????????“????????”,???????“????????”,??,????
??????,?????????,?????????????NOA????????8??????????????,????,???:“??????????AI???,???????????????22??????????,????????2024??????????30????????;???5.39EFLOPS,?????2024????????8EFLOPS,???10???????????????????100EFLOPS???,??????10????”
?????
??????????,?????NOA????????????????????,???
7????????????15??????????????????????,?????NOA,???????????????,??????????????????,??????????????10????,??????????9???????????????????????NOA???????,??????NOA??,30???????AD Max??????????70%?
?????7??8??????????????????,???NOA???????3?????,????NOA??????8????????????????????,???????,??????????????????????????????,????????
???2022??2024?8??????,????4?????????????????22???????????,???30?,???????????
?????????????????????“???????????”???????,?
7??????,??????VLM??????????1029?????????,???????????????????????270??????????1???,??NOA???????21.1???????????????????????,?????????NOA???391???????,????NOA????81.6??????
??????,8?????????????????,????????+VLM???????????9????????????????????????????14????????????,???????????????+VLM???,?,???????,?????????????????????????????????????????????????????????????
9??????????????????14???????,?“????????????????”??????,?????????“????”?????,??,?????????,????????????????:????????????????(?????????????,???????),??P???????????,?????????????????????,?(?????),???/??,???
2023???,????????3301?,????????????16.09%,????????????????????????,??????????????????,??????“??”??,???????????????,????+VLM??,????,?????????
???????????????????:??????