2022年中国人工智能产业研究报告(Ⅴ)-2023.03.pdf

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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

19、 I2022AIGCoow_O_NrAIwro_s2u2023OpenAIChatGPTbg|NW_AIGCoWw_W_w_ChatGPT|vNR2OAIo_sNgroWNr1ro1yzg_oAIGCssz2sOgkoAIGC_rvws=f_Wko|_O_WAPIk_v2OAIw1kuo1w_uo=hW1AIGCOosz_o_ ChatGPTo_goAIk2ChatGPToChatGPT|NwszVChatGPT_2g|yo_|v2_Wm|_WCAI2NCVooovgwgWNngW_ro|_1NwW1_11y_mwo|ChatGPT|ChatGPTwszOpenAI ChatGPToW_W_r

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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

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25、orokv2og_ozA800 GPUwcA100w2_uuAIwWg_1AMD_uuAIwWOg2AIwW1|a1wO1Y1w1|a_AIwW2Part3:Part4:u_Part3:Part2:AIwPart1:kNAIGC232023.3 iResearch IAIwWvwovuO2022oAIwk385SogAIoooNAIaOc2027oAIwkr2164S2wAIkrwAIk_AIvw_AIkTTW22027oAIwNvwVr23.7%N76.3%2o_1v1ooAIvooON202711AIwVr49.1%127.8%N23.1%_OrAIvrogAI2g|v247.2%44.3

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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

34、Wka_1rTwym1Oro1|u_Ou_2g|yo_1_|v2g|yo_1_|v2u_n-oVoogvr=gsngWIPNoc/&v&WWwoou_Yo_wNov_Nro2wyhorou_ogkW2&u_kW_u_1NLP11on2u_yoonvo2nNo2u_-NWVWWu_WCG/XRoWW1N11WlWu_Digital Domain11YWo111kW1OWW11_1_111wOksNLPoo_Wryho kw_CG/XRoNaWqru_2 AIw_ou_1wvoNaWqru_2 ovONosV_ onyhr1AI_rCG/XRoa_k_2Part4:u_Part3:Part2:AI

35、wPart1:kNAIGC302023.3 iResearch Iogh_og_20227oW_:Wu_R2022-2025;o_orwo3.0o_1Wk_vvsyu_wonu_oc2Tw_ocg_su_O21o1oOu_w=N=oOv12022v_wuroc1o2O_Ou_1g1c1romW|oovu_on_r2g|yo_|v2u_Wv/co/ooomNu_g1_1_1rsg2vcooc1oiWoo|_Yw1uo220231oykW2023kgq=_220222oosgu_u_k_ku_wa2_s=_w20225ov_A-SOUL_ru_=u_w=a2A-SOUL_=_w_Shoto=202

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/

39、ou2gIT|uo|uvv22021-2022oV_151rNo352023.3 iResearch I2023.3 iResearch INkV_yV_gsgwou_AIwgsr38.4%2wkOs24.5%o_1_OCR1o|N_s_r19.2%2kV_gC_sr66.9%o22021-2022oyV_2021-2022okV_yuV_=k/u2g IT|uo|uvv2g IT|uo|uvv2wkOs4.6%11.3%4.0%4.0%9.9%17.9%39.1%9.9%gzuIPODFCC+Pre-BB+Pre-AA+y4.0%4.6%7.3%9.9%17.2%19.2%24.5%38.4

40、%AIGCAR/VR|N_66.9%u W|N_s362023.3 iResearch I2023.3 iResearch IwoAIkz|N_AIoSNW_WAIW1oW1oW1k|WrW2To1|N_1oW/vWh1|1nWuNnvn2oo2022sAIksun42.4%r830S22027kr1644S2022-2027sCAGR=14.6%2w2022V|N_aNnoksgr56.5%AIo_API_CVowsOr11.0%so11so2g|yo_mkov2g|yo_mkov22020-2027okCAGR=14.6%2022oOV_56.5%11.0%7.8%3.3%1.4%20.0

41、%w77081283095611191286147216442020202120222023e 2024e 2025e 2026e 2027ekS372023.3 iResearch Iwuwcox111nvcrsr_1g_uuln|sO21wozuoO1zOvu|1vognYua_R1xONqoNUOY_uoNovrW31nvu_W|O|o_Wro1O1sns4AGV/AMR/o_|_oW_w_2g|v22022owoOwo/_oo1VARoxSRonyWu_W_uV_ooryW1WoNg_2N_w_1v_nwcgz uN=2N|o|1ogAInkOnou=_onW2-Nvggn1wgoo|

42、_ugNooWn2hWvuovon2gu_r|2OOro1Wm1okOxwoonv_Wro2SLAMng_Novo_x2rAIGCv_CVC2OAIu_o_kgWW1oN_W2382023.3 iResearch IW_1WVnksgU1_n2_YUW1|Wvk_nVo_1V_2o_g_OkuOWnnOAIv_homuo1k_W1O2WAIkmO12ogw5Gor_AIg2g_o1_|v2-_gnOouoNgnuorvygnuoNygW_1ro1ogZOruor_vdAIdrWWSowkkvkv&uouuokWkvn&|4VW&oo_392023.3 iResearch IyoNWV-vWWu

43、oWAIoyno2oAIovw|w3Doon_3Dow_no_wom1_w1|_3Dn_OW2m1know-howWkuu1uovN2wROIgnroooOg=oWx2oW_O1W|O1go1ogvWs2Onogo1o|W_Wg2ogWgoUoWovW2g|v2AIWoWNvWvWh/|N_oW/|=AIovWsoowOrowsogyyoyOw_oW|2woO|o=oW_W_Wogw2oNu_roWAIoh1Wh1_hONnw_oOoWN|1_1ovWWuoW_oW=o2OqgkWoW|1uo_1wAIvWNoooWoogN _ro1OO1y/gyk_ok vg_YjUOrov_oWuokZv

44、W ooWmwknow-howNuooWxOnoW|gWQA402023.3 iResearch IyoNWV-U=1rocg_YwAI+OWW|zN2r11N1Wy2018-2020w2gUGwNvo_wOro|nobO2orvTW112wroOoWOsogoowro|woB2_gvWwWnqs2wWx|UwW1Wwc1noOwoow_AIWg_Y2g|v2Wro1kUAI_ 2022_g11gAIWg_2Ow_|_1n_rW_Wuwrnxo_O2BwWno1GnUo_oOWc|ro1AIWNuro1=rWY2vOoWom|1OroW oWNuow_OOw_OkN2Owkow_oNOo=Qo

45、W44ok=AroOoWwuooWkoWvnoWOrozovg=2ro-=kU412023.3 iResearch Io|cTransformerTransformer(ViT)|_2022vgw_NoboOsO_gn_WuCNN22022ViTkr2DWr3Doooo|wAIGCoookgkorr2ogAIoO1|ouou1O1kaoV1Nk1NgWNo|2o_oW=wOowwW=AIWoow2g|v2|oAIowmok_Wm1o(Neural-Symbolic)nwOnoWkxorw|yokauoW1Nwn1r_wn_OkbououUwgW2012-20192020-20212026owm

46、2022-20232024-20253DoNSLAM|42N44 Intelligent Speech and Human-Computer Interactiono2021-2022qo5211_AIwko2k2022ok90SON2022o|N_AIkV43SN65Skr109S2/_uNLP1oaNoo|rN_ngWNWiWwAINW1_1rS115G1kaAIoS/kaAICvoggv2o|_No2nTw_nroo2432023.3 iResearch IV_11qo52wo53.8%2_whryo_Oob_2gworAIW11xw1w1woo2ogsuoN_WNVg|2o_W1z_c

47、ogcw1W2_NowsVr32.7%130.8%2o_11woirns2gWhng11wWo_wOnnOw_2uu2V_=k/oNu2gIT|1uo|uvv22021-2022oNV_q52whr53.8%32.7%30.8%28.8%28.8%25.0%23.1%17.3%13.5%13.5%11.5%7.7%5.8%5.8%5.8%1.9%uwoWW_rg442023.3 iResearch I2023.3 iResearch INkV_AIwkoyV_gNoWNsr50%wkNV40.4%N38.5%21o1kau_O_WO_AIxgNoxgONw1Vo2uo_AIWo_2kV_gC_

48、sr54.7%o2yu2V_=k/Nu2g IT|1uo|uvv2g IT|1uo|uvv22021-2022oyV_2021-2022okV_3.8%5.8%5.8%7.7%9.6%11.5%32.7%38.5%40.4%50.0%50.0%kkkau_RPA|o18.9%9.4%5.7%11.3%15.1%26.4%13.2%gzuD-FC-C+Pre B-B+Pre A-A+yu Noo_AIxgkW54.7%452023.3 iResearch I-uoWoW|nk1roourOmgW1_oc1VoNo|Wo2ugAI/uNLP1oaNoo|gngWTTSorAIrwyowrvWn1s

49、1oWwAINWOrog|1rscrnogs2g|v2VRO1/2r3 ocorwmu1m2 y oW-1:N=N-1:1=2 y _oovNuowx2 y|oAIV uogwv1n1AIooxNr_WuNh1wVog1ou_Wh2+V&NngWNWiAIW groirTTSZrov1wWngWTTSrN_orvWNngW_r1_1r212_x&_v_&o&ShTTSngWTTSnso&462023.3 iResearch I2023.3 iResearch I-k2022k90SNoo2022ok90Sogca2027kr238S2022-2027CAGR=21.6%2|go1WN1AIWs

50、owO2uzm1aTWO_qum2OV_gngWr1xn2022OV_sr26.5%wk1norZgn2022OV_sr25.9%2g|yo_mkov2g|yo_mkov25873901121371672012382020202120222023e 2024e 2025e 2026e 2027ekS2020-2027okCAGR=21.6%2022oOV_26.5%25.9%21.2%4.9%0.2%21.3%w472023.3 iResearch I2023.3 iResearch I-k2022ksS/kaAICg|yo_mkov2g|yo_mkov22020-2027ok2022o_AI

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