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5、.org/pdf/2109.12575.pdf?挖?挖?缺挖?缺?Paradigm Shift?MRC?挖?挖?Prompt?续?12?https:/arxiv.org/pdf/2109.12575.pdf?劲?点?劲全?挖?热?NLP?2.?续?续?续?缺?续?Prompt Tuning?Fine Tuning?缺?续?碎?续?13?3.?全?GPT?劲?劲?Lets Think Step by Step?14?4.?热?缺?续?纳?Language Model As A Service?LMAAS?纳?热?纳?Black-box Tuning?糊?续?碎?5.?15?LMs-as-KBs?

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8、?点?25?劲?Transformer?意?3.?热?意?全?1.?意?意?2.?热?糊?26?缺?意?糊?意?潜?缺?CPU?分?27?意?1.?2.?分?分?3.?糊?劲?缺?全?4.?挖?续?换然?缺?意?GPU?FPGA?GPU?糊?续?FPGA?缺?缺?28?缺?意?1.?2.?3.?4.?29?续?劲 2022?5?10?6?1?劲?劲?布?节?划?30?热?续?预?续?劲?意?缺?绍?1.?30?Universal Approximation?/?克?劲?意?全?碎?31?2.?全?意?缺?续?缺?Benign Overfitting?意?意?公克?纳?NeRF?劲?Dropou

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15、?3.?3D?3D?全?克?3D?3D?3D?CLEVR 3D?ScanQA?4.?点?点?MIT?2?意?缺?FAIR?AI2?Google?Rearrangement?AI2THOR?47?5.?续?Transformer?热?48?续?劲 5?13?6?1?公?劲?劲?布?偲?类?49?AI?缺?续?劲?意?EDA?潜?意?1.?纳?纳?全?纳?挖?纳?模?纳?模?潜?分?分?劲?50?2.Serverless?Serverless?IoT?挖?意分?点?Serverless?克?噪?GB?纳?Serverless?纳?缺?Web?AI?Serverless?51?热?意?Serverl

16、ess?Serverless?3.?缺?意?GraphScope?绍?缺?意?52?1.?TensorFlow?PyTorch?PaddlePaddle?MindSpore?OneFlow?AI?TensorRT?TensorFlow?CNNL?FastMoE?NVIDIA NCCL?53?PET?EinNet 克?PET?碎?EinNet?缺?模?受?PET?EinNet?3?2.?纳?性?60%?纳?RDMA?CPU 糊?CXL?load?store?54?3.DPU?DPU?挖?CPU/GPU?续?SSD?挖?劲?4.?挖?55?AI?24%?CPU?GPU?54%?挖?缺?GNN?GN

17、N?GNN?5.?碎挖?缺?碎挖?糊?碎?挖?GPU?碎?6.CPU?CPU?缺?CPU?克?CPU?GPU?点?56?7.?缺?缺DPU?缺?挖?缺?ATP?DPU?纳?纳?CPU?缺?CPU?挖?挖?热?全?点?EDA?意?EDA?RTL?糊?意?糊?意?EDA 糊?挖?意?57?意?意?EDA?意?意?潜?克?潜?克?EDA?劲?纳?意?缺?挖?58?1.?续?续?Chiplet?Hub+Side Die?Hub Die?碎?全?CPU?Side Die?AI?Die to Die 碎?Chiplet?Hub Die?IP?Hub+Side Die?全?续?全?NoC?DFT?Chipl

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19、AI+?/?AI+?意?劲?AI?意?缺?AI+?哈?缺?哈?AI+?缺?2020?DeepMind?AlphaFold?2021?AlphaFlod2?RoseTTAFold?AI?RNA?62?意性?意?2021?DeepMind?Science?DM21?AI?绍?意?缺?AI+?意?1.?AlphaFold?分?2.?Baker?意?Nature?挖?缺?AI?劲?分?3.?AI?缺?AI?63?4.?AI?意?AI+?AI?AI?AlphaFold?AI?意?AI?缺?AI+?AI+?AI?AI+?AI+?2016?5?Nature?缺?Nature?Science?意?AI+?克?

20、64?2021?5?4?Nature?换?AI?AI?2021?1?6?Nature?10?缺?10?AI+?缺?典?2006?缺?AI?意?缺?65?AI+?全?2021?DeepMind?碎?意?挖?缺 AI+?66?1.?挖?2.AI?3.?AI?全?AI?AI+?全?1.?全?全?然?AI?挖?2.?挖?TB?性?AI?挖?3.?受?67?4.?AI+?AI+?碎?2016?AI+?分?Nature?2016?MIT?CNN?碎?碎?68?AI+?碎?碎?AI+?意?AI+?AI+?/?AI?69?意?AI?法?AI?续?AI?AI+?/?意?全?+?组?缺?DeepMind?点?热?

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