?? ???????+VLM????? ??????“???????”??????
????:1???????:??????
2??????????
3?????qq?
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???????,????????????????,???
??????????????????:????????????