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15、OuO/ok_+yh_wuoOk_uouooWkg_W_wO_a/_WAPIk_vk_oWokroO_APIrmWAIkoNwWk_o_vhWkoWngWvWOr_kUkxOovPart3:Part4:u_Part3:Part2:AIwPart1:kNAIGC172023.3 iResearch Ikr_AIoAIGCWu_Wm_2022ko|NgBEiT-3ka-xkWw1wrkaN2kakr_AI Generative AIAIGCoWoyg22022N_uMidjourneyrAI_:zow;jzAIrwo2022AIoChatGPTChat Generative Pre-trained
16、 TransformerAIGCN_2AIGCoNy_ooo1vo2wnuoonNkaksWwVrgyrr_W2uoroOru_W_WAI111|_1yru_W1mNg_yN_WCAINoAIW|z2gNFX|uvv2AIGCoW_mNu_44 AIGCo44 o_n=oAIGCo_mN_ozgkWo2AIGCos|vWNkWPart3:Part4:u_Part3:Part2:AIwPart1:kNAIGC182023.3 iResearch I2023.3 iResearch IAIGCu_go1uoNrRsonwu_oN_o_ou_nOw_TAIGC|wo1W1Wk1kakooAIGCgO
17、2ogwOoVR/AR_kWAIGC3Dr1V_NoWAIGCu2oNu_oos_oAIvoO_R2g|yo_|v2g|yo_|v2r_GAN|gv_kBERT1DALLE)WkGPT-31DALLE 2AIGCoGPT-42023_GPT-3.5=ChatGPTmg|3DrDALLEkroAlphaCode_yCopilot_WWoykChatGPT_uouoWnRLHFgc_W2uWnk_vgOyogvhhOvrNn2AIGCkaoVkaoork1wv1u1e1oo1r|uo_onuoo/or_1_11_vwrGANr1Diffusion Modelkgkwc1Deepfakec11NFT
18、11logo13DkNeRFk1u_1VR/AR13Do1umrCVo_1og1r_1z1m1ka1karkan1kavkka1karAIyAIrkau_urWno1m1vRewardoAIu_NPCv2020GPT-3oQ:How many eyes does the sun haveAThe sun has one eye.202112oGPT-3oQ:Does the Sun have eyesANo,the Sun does not have eyes or legs.Part3:Part4:u_Part3:Part2:AIwPart1:kNAIGC192023.3 iResearch
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22、ogeneous ComputingGPUFPGAASICwDSADomain Specific Architecture_oASICDSAocVkASICwoNODSA212023.3 iResearch IFPGAWY1Nu1_AIwW2AIwWNWuWuOw_WWNAIwWuASIC-DSAvGPGPUVWuoAIw2gWzc|u1oNo_NfAIwruOwwkrV_w2oASIC_WrNWvOr_ou1_kvkWoGPGPUW_r_2goAIwWoWwogNaO2AIwWg|v2_AIwWWAIwWGPUWywGPU_11AMD_O_gCUDAasomwO2WWuAIw2goOkNns
23、WASIC-DSAWuovo2GPGPUWsHPCNoGPGPU_WoGPU_2O11yuASICW_ZASICO O o /HABANA(Goya)1oTPU1NPUASICWDSAoZ_AIwoWu2Oo11z_1FPGAWnn_”|OuAMD1Intel1Microsemi1LatticeASICWoWu12Oy11w|&WwY|kW_2O1f1_Part3:Part4:u_Part3:Part2:AIwPart1:kNAIGC222023.3 iResearch IoAIwWoAIwWgszN202210o7o_vNoWvoOgwY=_1AMDAIwrvuu2|AIwWrv2WoAIw
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27、t1:kNAIGCCAGR=41.2%242023.3 iResearch In1NLP1uoNNuo2019roNnoWOoW|AITgm2_vTOOg=NOghoZg_W2o2Owoy1AI1kgnWo2Og_gwZvAI11oargn1NLP1o1oroWh2g|v2yoNLPWno_WW_W|o_ogVmoVoxNLPwVsvknvwy ox ogoV_oo 1uo Vgwyu_W_W_Woknkk_Wzuog_hgnwyo_W_W_WnPart4:u_Part3:Part2:AIwPart1:kNAIGCn V_WN_Wn g_On252023.3 iResearch I2023.3
28、 iResearch I16.0%14.2%13.2%5.7%5.2%4.3%3.8%3.8%2.4%2.4%2.4%1.9%1.4%1.4%12.0%20.0%28.0%12.0%16.0%8.0%mouo/_ooWvGurobiWzwV_%COPTWzwV_%nog_Wnw_W1nooox_ON|2_Wn1980sGurobi1Cplex1MOSEKT_Wk_r2Wn2020_orY|Ouo1aN_n2w_g2020Gurobim1u42ngrCOPT1u6n1o1oo2nooAPSu_2Wnonowo|WwWqV21nVuojk2023.02.19gBenchmarks For Opti
29、mization Software|v2gGurobi:2021 State of Mathematical Optimization Report;|v2ouCOPTMindOpt_OptVerseLPMILPMINLPNLP2020.082021.092019.08LPMILPMINLPNLPLPMILPMINLPNLPMIndOptgRm_WRo2_OptVersegRomRWoVWNO22020Gurobi&COPTWzwV_oCOPTuGurobiouCOPTwo3oN6gR1uugRRo_n2g1WWwgrWn_6.0zoo_W_o_VwoPart4:u_Part3:Part2:A
30、IwPart1:kNAIGC3262023.3 iResearch IhyWury_W|OohvW_2OOoNsgoouy_Wwk|_ohNoro2y_Wk_VnNoN_Wnn_sO_w|_uoqNVry_O1Wm2No_WN11m1TomnwowNy=oo_sg1_Wm2g|v2k_W_WgomOTW_owouSO2y_ok_N|u_uo1o+uoou_*ynus|kuokWO_Wu_kVomw_uooWkguogo_o2ouoo2TgrVVUk_UN_Ws|o_WN_W_W_WO_N_W_guou_Wk_WgW_WmoORwoNn_syR2_uT_ru_RgOouoUuoURooonoW_
31、ouoUy_Wk_|onwOV2N_WowvsuoNv2Wwrwmo2W_WU_w_m2Part4:u_Part3:Part2:AIwPart1:kNAIGC272023.3 iResearch I2023.3 iResearch IOpenDILab_2021_N_o|g44wgVo44W_ooOnvoAIrogoUO_g1ggmoo|_o2o|_g_n1_W1_osokWoO2UwaN_wWkwgk_ormgO2g|v2g|v2ao_+k_nn_kRk|_Wknok|ok&o_k_ucOpenDILabqqohTkywT1k_T_nkWMADTk_WMADT_kuNu_|2022yoDee
32、pMind Gatogo11xNs_WTSPnm_or|2oosoOOOmhbuoo1_2wWkw_mkgk_onwOoro_wrowVOo_Wv_2wk_ROI_11|_ra_1_omoPart4:u_Part3:Part2:AIwPart1:kNAIGC282023.3 iResearch Iu_yhAIrungu_OOW1W1CGWTuu_wwogSuz2Ogu_ogwou_W_sW1u_1Woo|ukxWu_kOoks2u_r11_oroukaAIk_ou_w11ocu_ogun2go:2020u_n;|v2urN_AIsu_-xokWkWrrk2Du_3Du_rorTTSororxo
33、NVN2rkNsoOx_/w_vdru_onk11WxAIru_2VN21nWn2w|W|ggW_W2ou_kg_2uAIrN_AIswrrru_VNggu_rkW+v_skW2wVrrrn1rwouOv11ro_AIWnoCGWCVWW_AInu_AIWk_WkNknkOok|u23DkoakkWkkm_aYoogkU2Part4:u_Part3:Part2:AIwPart1:kNAIGC292023.3 iResearch I2023.3 iResearch IVoNox_Wwgu_oVoN2wmNmwu_Yo_kWw2u_rv_111oVgTn_Ov_rm_vu_ro1m1_2w_yhr
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36、25o_ShotouB6oNnn_sO2yWg_20231o_oc_kg_orw220222ou_uNV_wrvygo220222o_ouAIkwk2202211oouAPP=yWNNu_=wWvn2W_AIk_gNVu_ouAPPNu_Part4:u_Part3:Part2:AIwPart1:kNAIGC312023.3 iResearch IWWsxng|v2u_noToCToBmu 3 o|p Wp|p p sp zgp wo 3 o|owuBWNCsm_so_xrv2Cooys_wo1|1so_rgv1_O_1_1_gWwooUCmk2o_oCoo_mCNu_mou|OoNn_osSx
37、Wu2oYvW1WxwuOvv/_oorg_o_OWorooBromoOc1AIooYooAIorNow2u_s=|u1N1vo2uor_ogWrOroAIo1oxNu_ao|2ou_owxzkak1AIGCou_2p Wp Wop Orop oop op wAIkkyo_Ox|_Ox|Part4:u_Part3:Part2:AIwPart1:kNAIGC321O2z3Oh4533o 2022AIsoy11Ocrow2_ngAINgvVWl1|u11oYIPOOAIru2k 2022sksun42.4%r830S2o1k1ogwoAIzogw2Vo11nvcr_o1wozuoO1zOvu|1v
38、ogn1nvu_W|O|oo2TVNW1Wk_1wu_Owcox2W1oW_O1W|O1go1ogvWs2OWgoU=oWovW2wOWW|zN2wroOoWOsogoowro|woB244 Computer Vision342023.3 iResearch IV_53.6%20.5%16.6%15.2%11.3%9.9%9.9%8.6%7.9%7.3%6.6%5.3%5.3%4.6%4.6%2.6%ugumxSV_%2021-2022qo15111TOP353.6%oO2gv1mvo11O/1/k1|N_|Wm1/wro2_ngAINgvVWl1|u11oYIPOOAIru2uu2V_=k/
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