[HN Gopher] All-optical synthesis chip for large-scale intellige...
___________________________________________________________________
All-optical synthesis chip for large-scale intelligent semantic
vision
Author : QueensGambit
Score : 35 points
Date : 2025-12-31 20:14 UTC (2 hours ago)
(HTM) web link (www.science.org)
(TXT) w3m dump (www.science.org)
| Nevermark wrote:
| I think we have barely scratched the surface of post-trained
| inference/generative model inference efficiency.
|
| A uniquely efficient hardware stack, for either training or
| inference, would be a great moat in an industry that seems to
| offer few moats.
|
| I keep waiting to here of more adoption of Cerebras Systems'
| wafer-scale chips. They may be held back by not offering the full
| hardware stack, i.e. their own data centers optimized around
| wafer-scale compute units. (They do partner with AWS, as a third
| party provider, in competition with AWS own silicon.)
| ilaksh wrote:
| Can't find an arxiv or anything to download without paying.
|
| I found this in some Chinese app/website (not sure if it's the
| same thing):
|
| Da Kai CSDN APP Copyright (c) 1999-2020, CSDN.NET, All Rights
| Reserved
|
| Da Kai APP
|
| LightGen: All-optical synthesis chip for large-scale intelligent
| semantic vision generation Yuan Chuang
|
| 2025-12-30 20:54:42 Yue Du Liang 539
|
| Shou Cang 20
|
| 10Zan
|
| Xy-unu
|
| Ma Ling 6Nian
|
| Guan Zhu Lun Wen Ji Ben Xin Xi (Basic Information) Biao Ti
| (Title) All-optical synthesis chip for large-scale intelligent
| semantic vision generation Adress
| https://www.science.org/doi/abs/10.1126/science.adv7434
| Journal/Time Science 2025 Author Shang Hai Jiao Tong Da Xue (Dian
| Zi Xin Xi Yu Dian Qi Gong Cheng Xue Yuan )He Qing Hua Da Xue (Zi
| Dong Hua Xi /Dian Zi Gong Cheng Xi ) 1. He Xin Si Xiang (Core
| Idea) Quan Guang Ji Suan Xin Pian Zai Sheng Cheng Shi Ren Gong
| Zhi Neng Ling Yu Ying Yong De Tan Suo .
|
| Jie Jue De Shi Sheng Cheng Shi AI Suan Li Yu Neng Hao De Mao Dun
| ,She Ji Bing Zhi Zao Liao Yi Kuan Ming Wei LightGen De Quan
| Guang Ji Suan Xin Pian ,Yong Yu Da Gui Mo De Zhi Neng Yu Yi Shi
| Jue Sheng Cheng .
|
| 2. Yan Jiu Bei Jing Yu Dong Ji (Background and Motivation) Chuan
| Tong De Quan Guang Ji Suan Xin Pian Zhu Yao Ju Xian Yu Xiao Gui
| Mo , Fen Lei Ren Wu ,Guang Dian Ji Lian Huo Fu Yong You Hui Yan
| Zhong Xue Ruo Guang Ji Suan Su Du .
|
| Guang Ji Suan De You Shi :Su Du Kuai , Gong Hao Di . Lie Shi :
|
| Gui Mo Tai Xiao : Sheng Cheng Ren Wu Xu Yao Bai Mo Ji Shen Jing
| Yuan ,Yi Qian De Guang Xin Pian (Ru MZI, Wei Huan )Tong Chang
| Zhi You Ji Shi Dao Ji Bai Ge . Wei Du Gu Ding :Mo Ni Guang Xin
| Hao Zai Chuan Bo Zhong Hen Nan Gai Bian Wei Du (Dimension
| Variation),Er Sheng Cheng Mo Xing Tong Chang Xu Yao "Ya Suo Te
| Zheng Zai Jie Ya "De Guo Cheng (Ji VAE Jia Gou ) Xun Lian Yi Lai
| Zhen Zhi : Yi Qian De Guang Xin Pian Xun Lian Yi Lai Shu Chu He
| Biao Zhun Da An De Yi Yi Dui Ying ,Dan Sheng Cheng Shi AI Shi
| Yao Chuang Zao "Bu Cun Zai De Shu Ju ",Mei You Biao Zhun Da An .
| 3. Fang Fa Lun (Methodology) Shu Ru (Input): Gao Fen Bian Lu De
| Tu Xiang Huo Yu Yi Xin Xi (Li Ru 512x512512 \times 512512x512
| Xiang Su De Tu Xiang ),Bu Xu Yao Xiang Yi Qian De Guang Xin Pian
| Na Yang Qie Fen Cheng Xiao Kuai . Shu Chu (Output): Jing Guo Yu
| Yi Sheng Cheng Huo Cao Kong Hou De Tu Xiang Shen Zhi Shi Pin . Ju
| Ti Ren Wu Bao Gua Yu Yi Sheng Cheng (Ping Kong Hua Tu ), Feng Ge
| Qian Yi (Ru Ba Zhao Pian Bian Cheng Fan Gao Hua Feng ), Qu Zao
| (Xiu Fu Mo Hu Tu Xiang )Yi Ji 3D Shi Jue Sheng Cheng (Ru NeRF).
| Shi Xian Xing Shi :Wu Li Shang De Guang Zi Xin Pian ,Ji Cheng
| Liao Shu Bai Mo Ge Guang Shen Jing Yuan ,Tong Guo Guang Xian Zhen
| Lie Lian Jie .
|
| 3.1 He Xin Chuang Xin Ji Cheng Gui Mo Zeng Da (3D Packaging):Cai
| Yong Liao 3D Feng Zhuang Ji Zhu ,Zai Jin 136.5 mm2136.5\
| mm^2136.5 mm 2 De Kong Jian Nei Ji Cheng Liao Chao Guo 200 Mo Ge
| Guang Shen Jing Yuan . Zhe Bi Zhi Qian De Guang Xin Pian Gui Mo
| Ti Gao Liao Shu Ge Shu Liang Ji ,Shi Qi Neng Gou Chu Li
| 512x512512 \times 512512x512 De Gao Fen Bian Lu Tu Xiang . Quan
| Guang Wei Du Bian Huan (Optical Latent Space, OLS):Li Yong Dan Mo
| Guang Xian De Wu Li Te Xing ,Quan Guang Di Shi Xian Liao Wei Du
| Ya Suo He Zhuan Huan . Fei Jian Du Xun Lian Suan Fa (BOGT):Ti
| Chu Liao Ji Yu Bei Xie Si De Guang Sheng Cheng Mo Xing Xun Lian
| Suan Fa (BOGT). Xun Lian Ta Xue Xi Shu Ju De Gai Lu Fen Bu
| Q(Z|X)Q(Z|X)Q(Z|X),Shi Qi Jie Jin Xian Yan Fen Bu P(Z)P(Z)P(Z) .
| Zai Zhe Li Cha Ru Tu Pian Miao Shu Tu 1B,Yi Qian De MZI Huo
| Wei Huan Xin Pian (Microring)Jie Gou Jian Dan ,Shen Jing Yuan
| Shao . Tu 1D,LightGen Shi Mi Ji De Yan She Ceng Dui Die ,Zhong
| Jian Tong Guo OLS(Guang Xian Shu )Lian Jie . Tu 1E (OLS Yuan
| Li ),Wu Li Ceng Mian De Wei Du Ya Suo .
|
| Zai Zhe Li Cha Ru Tu Pian Miao Shu Ba Guang Xin Hao De Shu Ju Ti
| Qu Chu Lai Zuo Ke Shi Hua (t-SNE).
|
| 3.1 He Xin Liu Cheng : Kong Jian Guang Diao Zhi Qi (Spatial
| Light Modulator, SLM),Shu Zi Xin Hao Dao Mo Ni Xin Hao . Shu Zi
| Duan Jie Shou Shu Zi Tu Pian ,Wu Li Duan Ba Yi Shu Ping Xing De ,
| Jun Yun De Ji Guang Da Zai SLM Shang . SLM Shang Mei Yi Ge Xiang
| Su Dian De Ye Jing Dan Yuan Hui Gen Ju Tu Xiang De Xiang Su Shu
| Zhi ,Gai Bian Guang Xian De Zhen Fu (Liang Du )Huo Xiang Wei (Yan
| Chi ). Cong Er De Dao Yi Shu Xi Dai Liao Tu Xiang Xin Xi De Guang
| Chang Guang Bian Ma Qi (Encoder): Guang Xian Chuan Guo Ji Cheng
| De Yan She Chao Biao Mian ,Ti Qu Gao Wei Tu Xiang Te Zheng . Lei
| Si cv De Bian Ma Qi ,Du Shi Ti Qu Te Zheng . Guang Xue Qian Kong
| Jian (OLS):Guang Xin Hao Tong Guo Dan Mo Guang Xian Zhen Lie ,Li
| Yong Wu Li Te Xing Wan Cheng Wei Du De "Ya Suo "He "Cai Yang
| ",Zhe Shi Sheng Cheng De Guan Jian . Tu 1E He Tu 2. Yi Ban Zai
| Dian Zi Ji Suan Ji Li ,Wo Men Xu Yao Ba Gao Wei Tu Xiang Bian
| Cheng Yi Ge Di Wei De Xiang Liang (Latent Vector),Ran Hou Zai Ba
| Zhe Ge Xiang Liang Huan Yuan Cheng Tu Xiang . Dan Zai Guang Lu Li
| ,Guang Yuan Ben Shi Si San Chuan Bo De ,Wei Du Wu Xian Da . Wo
| Men Xu Yao Tong Guo Wu Li Ji Zhi Jiang Wei . Guang Sheng Cheng
| Qi (Generator):Cong Qian Kong Jian Zhong Du Qu Te Zheng ,Zai Ci
| Tong Guo Yan She Ceng ,Huan Yuan Chu Gao Fen Bian Lu De Yu Yi Tu
| Xiang . Lei Si Jie Ma Qi ,Jie Shou Lai Zi OLS De Di Wei Te
| Zheng Xin Hao (Ye Jiu Shi Na Xie Jing Guo Shai Xuan De Guang Ban
| ),Zai Ci Tong Guo Duo Ceng Yan She Chao Biao Mian ,Jiang Zhe Xie
| Te Zheng "Huan Yuan "Bing "Fang Da "Cheng Gao Fen Bian Lu De Yu
| Yi Tu Xiang . Ta Ke Yi Sheng Cheng Zhi Qian Bu Cun Zai De Tu
| Xiang ,Huo Zhe Gen Ju Zai OLS Zhong Xiu Gai De Shu Zhi ,Sheng
| Cheng Gai Bian Liao Feng Ge Huo Shi Jiao De Tu Xiang . 3D Feng
| Zhuang (3D Packaging) Ba Zhe Yi Zheng Tao Xi Tong (Bian Ma Qi ,
| Guang Xian Zhen Lie , Sheng Cheng Qi )Dui Die Feng Zhuang ,You
| Chao Guo 200 Mo Ge Guang Shen Jing Yuan . 3.2. OLS Guang Xue
| Qian Kong Jian Shi Yong Liao Yi Ge *Dan Mo Guang Xian Zhen Lie
| (Single-mode Fiber Array)*Lai Lian Jie Bian Ma Qi He Sheng Cheng
| Qi . Guo Lu Ji Zhi : Zi You Kong Jian De Guang Chang (Free-
| space light field)Bao Han Wu Shu Chong Mo Shi (Modes). Dan Shi
| ,Dan Mo Guang Xian Zhi Yun Xu Ji Mo (Fundamental Mode,
| LP01LP_{01}LP 01
|
| ) Tong Guo ,Qi Ta Mo Shi Bei Guo Lu . Cong Er Da Dao Liao "Gao
| Wei "Dao "Di Wei "De Cai Yang He Zhuan Huan .
|
| Guang Tong Guo Guang Xian Zhen Lie Hou ,Hui Zai Ling Yi Duan Shu
| Chu . Guang Ban Ji "Te Zheng ". Yong Xian Wei Jing Kan Guang Xian
| De Shu Chu Duan (Ru Tu 1H He Tu 2B Suo Shi )Hui Kan Dao Yi Zu
| Gao Si Guang Ban Zhen Lie (Gaussian speckle array) . Mei Yi Ge
| Guang Ban De Zhen Fu He Xiang Wei ,Jiu Dai Biao Liao Tu Xiang De
| Yi Ge *"Qian Zai Te Zheng " (Latent Feature)* .
|
| Ou He Xiao Lu Gong Shi (Coupling Efficiency): Guang Neng Fou Jin
| Ru Guang Xian ,Qu Jue Yu Shu Ru Guang Chang EinE_{in}E in
| He Guang Xian Ji Mo EfiberE_{fiber}E
|
| fiber De Zhong Die Cheng Du .
|
| Zhong Die Ji Fen Gong Shi : e=|[?]Ein(x,y)Efiber*(x,y)dxdy|2\eta
| = |\iint E_{in}(x,y)E_{fiber}^ _(x,y)dxdy|^2 e=|[?]E in
|
| (x,y)E fiber *
|
| (x,y)dxdy| 2
|
| Zhe Ge Gong Shi Zheng Ming Liao ,Zhi You Fu He Te Ding Kong Jian
| Fen Bu De Guang (Ji Te Zheng Ming Xian De Ji Mo )Cai Neng Tong
| Guo ,Za Luan De Gao Jie Guang Bei Wu Li Ji Fen Diao Liao . Zhe
| Jiu Shi Wu Li Ceng Mian De *"Fei Xian Xing Ji Huo "He "Jiang Wei
| "*. Zui Zhong Xuan Liao 10x1010 \times 1010x10 (100Wei ) De
| Guang Xian Zhen Lie . Tu S11Zhan Shi Liao Guan Yu Wei Du Xuan Ze
| De Xiao Rong Shi Yan .
|
| Yin Ru Bo Dong (Fluctuation) Guang Ou He Jin Guang Xian Shi De
| Fu Za Chang Fen Bu Ji Qi Min Gan ,Wei Sheng Cheng Mo Xing Ti Gong
| Liao Bi Yao De Bo Dong . Wei Liao Sheng Cheng Yi Zhang Xin De Tu
| Pian ,Xi Tong Nei Bu Bi Xu You Yi Ding De "Sui Ji Xing "Huo "Gai
| Lu Fen Bu ". Zai Dian Zi Ji Suan Ji Li (Ru VAE),Shi Yong Shu Xue
| Gong Shi (Gao Si Cai Yang )Lai Mo Ni Zhe Chong Sui Ji Xing . Zai
| LightGen Li ,Guang Xian Ou He De Guo Cheng Ben Shen Jiu Ti Gong
| Liao Zhe Chong Bo Dong . Liu Xing Xue Xi (Manifold Learning) Tu
| 2D, 2E)Zheng Ming Zai Zhe Ge Guang Qian Kong Jian Li ,Ju You
| Xiang Si Yu Yi De Tu Pian (Bi Ru Bai Bei Jing De Gou , Hu Wai De
| Gou )Hui Zi Dong Ju Zai Yi Qi . Shuo Ming Guang Xin Hao Li Jie
| Liao Yu Yi Er Fei Xiang Su Dui Qi . 3.3. Xun Lian Suan Fa
| (BOGT) Dui Sheng Cheng Shi AI, Mei You Biao Zhun Da An ,Wu Li Ye
| Shi Bu Ke Dao De . Ti Chu Liao Yi Chong Ji Yu Bei Xie Si De Xun
| Lian Suan Fa Bayes-based algorithm for Optical Generative model
| Training (BOGT) . Xue Xi Gai Lu Fen Bu ,Er Fei Dui Ying Guan Xi
| . Ji Suan Te Zheng Fen Bu Q(Z|X)Q(Z|X)Q(Z|X),Bing Yong KL San
| Du (Kullback-Leibler divergence) Lai Yue Shu . Qiang Zhi Yao Qiu
| Guang Jing Guo OLS Chu Lai De Te Zheng Fen Bu ,Bi Xu Jie Jin Wo
| Men Yao De Yi Ge Biao Zhun Fen Bu
|
| Sun Shi Han Shu LLL You San Bu Fen Zu Cheng :
| L=alKLD+blmse+glopL = \alpha l_{KLD} + \beta l_{mse} + \gamma
| l_{op} L=al KLD
|
| +bl mse
|
| +gl op
|
| lKLDl_{KLD}l KLD (KLSan Du ): Zhe Shi He Xin .
| Qiang Po OLS Li De Guang Qiang Fen Bu Jie Jin Yi Ge "Jie Duan
| Pian Zhi Gao Si Fen Bu " (Truncated Biased Gaussian). Pu Tong
| AI Yong De Shi Biao Zhun Zheng Tai Fen Bu ,Dan Zai Guang Xue Li
| ,Guang Qiang (Intensity)Yong Yuan Shi Zheng De ,Bu Ke Neng Shi Fu
| Shu ,Suo Yi Wo Men Xiu Gai Liao Shu Xue Mo Xing Lai Gua Ying Wu
| Li Xian Shi .
|
| lmsel_{mse}l mse (Jun Fang Wu Chai ): Bao Zheng
| Sheng Cheng De Tu He Mu Biao Tu Zai Xiang Su Shang Shi Jie Jin De
| .
|
| lopl_{op}l op (Guang Xue Cheng Fa Xiang ): Zhe
| Shi Yi Ge Gong Cheng Ji Qiao . Ta Fang Zhi Guang Zai Chuan Bo Guo
| Cheng Zhong Bian De Tai Qiang (Shao Pi Qi Jian )Huo Zhe Tai Ruo
| (Bei Zao Sheng Yan Mei ),Bao Zheng Mei Yi Ceng De Guang Neng
| Liang Du Zai Tan Ce Qi De Zui Jia Gong Zuo Fan Wei Nei .
|
| 3.4. Xun Lian Ce Lue Jian Mo : Zai Dian Nao Shang Jian Li Liao
| Yi Ge LightGen De Jing Que Wu Li Mo Xing (Mo Ni Guang Ru He Yan
| She , Ru He Ou He Jin Guang Xian ).
|
| Xun Lian : Yong BOGT Suan Fa Zai Zhe Ge Shu Zi Mo Xing Shang Pao
| ,Bu Duan Diao Zheng Xu Ni Yan She Ceng De Xiang Wei Can Shu .
|
| Zhi Zao : Yi Dan Dian Nao Shang De Mo Xing Xue Hui Liao Sheng
| Cheng Gao Zhi Liang Tu Xiang ,Wo Men Jiu Ba Zhe Zu Zui You De Can
| Shu "Dong Jie ",Tong Guo Guang Ke Ji Zhu Yi Ci Xing Ke Shi Dao
| Zhen Shi De Xin Pian Shang .
|
| Tong Guo "Shu Zi Xun Lian ,Wu Li Tui Li "De Fang Shi ,Gui Bi
| Guang Xin Pian Nan Yi Shi Shi Geng Xin Can Shu De Ruo Dian .
|
| 4. Shi Yan Jie Guo (Experimental Results) Sheng Cheng Ren Wu
| Zhan Shi :Tu 3A (Sheng Cheng ),Tu 3C (Qu Zao ),Tu 3E (Feng Ge
| Qian Yi ).
|
| Tu 3A He 3B. Gao Fen Bian Lu Zhi Chu ,LightGen Zui Zhi Guan De
| Neng Li Jiu Shi Sheng Cheng Liao 512x512512 \times 512512x512
| Xiang Su De Dong Wu Tu Xiang . Yi Qian De Guang Ji Suan Shou
| Xian Yu Shu Ru Shu Chu Duan Kou ,Tong Chang Zhi Neng Chu Li Hen
| Xiao De Tu ,Huo Zhe Yao Ba Da Tu Qie Cheng 7x77 \times 77x7 Shen
| Zhi Geng Xiao De Sui Pian (Patches)Qu Fen Bie Chu Li ,Na Yang
| Sheng Cheng De Tu Xiang Hui You Ming Xian De Pin Jie Feng Xi .
| LightGen Yong Liao 3D Feng Zhuang ,Neng Zhi Jie Sheng Cheng
| Zheng Zhang Da Tu ,Mei You Pin Jie Feng . Cong Fang Da Xi Jie
| Zhong Qing Xi Di Kan Dao Mao Gou De Mao Fa Wen Li , Yan Jing Li
| De Fan Guang . Zhe Shuo Ming Guang Xin Hao Zai Yan She Guo Cheng
| Zhong Bu Jin Bao Liu Liao Lun Kuo ,Huan Huan Yuan Liao Gao Pin Xi
| Jie . E Wai Li Yong Dian Zi Shen Jing Wang Luo (CNN)Qu Shi Bie
| Zhe Xie Sheng Cheng Tu ,Fen Lei Zhun Que Lu He Zhen Shi De Dong
| Wu Shu Ju Ji (AFHQ)Ji Hu Yi Yang Gao ,Shuo Ming Sheng Cheng De
| Te Zheng Ji Suan Ji Ke Xin .
|
| Tu 3C, 3D Gei Tu Xiang Jia Shang Liao Yan Zhong De Zao Sheng
| ,LightGen Li Yong Dan Mo Guang Xian Guo Lu Za Bo De Te Xing ,Wu
| Li Shang Qu Zao ,Huan Yuan Chu Liao Qing Xi De Lian Bi Zi . Tu
| Xiang Zhong De Zao Dian (Noise)Tong Chang Biao Xian Wei Gao Pin
| Za Bo ,Dui Ying Dao Guang Chang Zhong Wang Wang Bao Han Da Liang
| De Gao Jie Mo . Yin Wei Zhe Ge Te Xing ,Tong Guo OLS Jiu Hui Zhi
| You He Xin De Yu Yi Xin Xi (Ji Mo )Chuan Liao Guo Qu . Sheng
| Cheng Qi Jie Shou Dao De Shi Gan Jing De Xin Hao ,Zi Ran Jiu Huan
| Yuan Chu Liao Qing Xi Tu Xiang .
|
| Tu 3E, 3F, 3G:Shu Ru Yi Zhang Ping Guo De Jian Bi Hua ,Ke Yi
| Rang Ta Bian Cheng "Fan Gao Feng "Huo "Jin Shu Feng ". Dui Bi
| Liao "Fen Kuai Chu Li (Patched)"De Fang Fa ,Fen Kuai Chu Li De
| Fang Fa Dao Zhi Bi Hua Duan Lie ,Er LightGen Chu Li De Tu Xiang
| Xian Tiao Liu Chang ,Jie Gou Wan Zheng . She Ji Liao Yi Ge Tong
| Yong De Bian Ma Qi (Encoder),Yong Lai Ti Qu Nei Rong Te Zheng
| ,She Ji Liao Duo Ge Bu Tong De Sheng Cheng Qi (Generators),Mei
| Yi Ge Sheng Cheng Qi Dui Ying Yi Chong Hua Feng . Ke Yi Kong Zhi
| Guang Lu ,Rang Xi Dai Tu Xiang Te Zheng De Guang Xin Hao Jin Ru
| Bu Tong De Wu Li Qu Yu (Bu Tong De Yan She Tong Dao ),Cong Er
| Jing Guo Bu Tong De "Feng Ge Hua Chu Li " . You Dian Xiang Xian
| Zai De MoE (Hun He Zhuan Jia Mo Xing ) Huo Zhe Adapter Mo Shi .
| Backbone Bu Dong ,Gen Ju Ren Wu Xu Qiu (Prompt),Ba Shu Ju Lu You
| Dao Bu Tong De Head Huo Adapter Qu Chu Li . Zai Zhe Li Cha Ru
| Tu Pian Miao Shu Tu 4E (Yu Yi Cao Kong ) Yong KL San Du Yue
| Shu Liao Fen Bu ,Suo Yi Zai Qian Kong Jian Li ,Shao Wei Gai Bian
| Yi Dian Dian Shu Zhi ,Sheng Cheng De Tu Xiang Ye Shi Jian Bian De
| . Neng Gou Jin Xing Jie Ou ,Suan Fa Zi Ji Xue Xi Fen Bu He Dui
| Ying De Guang Ban . Xun Lian LightGen Qu Li Jie 3D Wu Ti (Yi
| Zi ),Ke Yi Xiang NeRF(Shen Jing Fu She Chang )Yi Yang ,Sheng
| Cheng Tong Yi Ge Yi Zi Zai Bu Tong Jiao Du De Yang Zi . 4E Zhong
| Gai Bian Yi Zi De Bu Fen Te Zheng ,Zai Shu Ru Duan (Tong Guo
| SLM)Wei Diao Guang Xin Hao ,Gai Bian OLSLi De Mou Ji Ge Guang
| Ban Shu Zhi (Dui Ying Tu Zhong De Zhu Zhuang Tu Bian Hua ),Yi Wei
| Zhao LightGen Zhen De Li Jie Liao "Fu Shou "Zhe Ge Gai Nian Dui
| Ying De Guang Xin Hao ,Shi Xian Liao Te Zheng De Jie Ou .
|
| Zai Zhe Li Cha Ru Tu Pian Miao Shu Zui Hou Yu Dian Zi Xin Pian (
| NVIDIA A100)Jin Xing Liao Dui Bi ,Ji Suan Su Du , Neng Xiao Bi Du
| Bi Dian Zi De Kuai /Sheng Dian 2 Ge Shu Liang Ji ,Ti Ji Ji Xiao
| ,Suan Li Ji Da .
|
| Dui Yu Tong Lei Ren Wu De Bian Hua (Ru 3D Xuan Zhuan ): Kao Shu
| Ru Duan De SLM Dong Tai Diao Jie OLS Li De Guang Ban (Latent
| Code).
|
| Dui Yu Kua Ren Wu De Bian Hua (Ru Huan Hua Feng ): Kao Wu Li
| Shang De Guang Lu Qie Huan ,Fu Yong Encoder,Qie Huan Bu Tong De
| Decoder Mo Kuai .
|
| Dui Yu Qu Zao : Zhi Jie Li Yong Liao Dan Mo Guang Xian De Wu Li
| Jie Zhi Te Xing .
|
| 5. Jie Lun Yu Tao Lun (Conclusion & Discussion) LightGen Guang
| Xue Xin Pian . Mu Qian AI Xu Yao De Suan Li Shi Jian Du Hen Da
| ,Guang Zi Ji Suan You Neng Li Cheng Dan ,Zhi Qian De Guang Xin
| Pian Zhi Neng Zuo Jian Dan De Xuan Ze Ti ,Tong Guo LightGen
| Jiang Xin Pian Dui Die ,You Bai Mo Ji Bie De Shen Jing Yuan ,Neng
| Chu Li Gao Fen Bian Lu Da Tu . Li Yong Guang Xian De Wu Li Te
| Xing ,Neng Gou Ya Suo Xin Xi He Ti Qu Te Zheng . Wu Xu Chuan Tong
| De Jian Du Ji Suan Er Shi Xue Xi Gai Lu Fen Bu Qu Li Jie Yu Yi Te
| Zheng .
|
| 6. Zhu Yao Gong Xian Zong Jie (Summary of Key Contributions) 3D
| Feng Zhuang Yu Ji Cheng Gui Mo . Shi Yong Liao 3D Feng Zhuang Ji
| Zhu ,Zai 136.5 mm2mm^2mm 2 Sai Jin Liao Chao Guo 200 Mo Ge Shen
| Jing Yuan . Guang Xue Qian Kong Jian OLS,You Yu Guang De Te
| Xing Hen Nan Ba Yi Zhang Da Tu De Ji Bai Mo Ge Xiang Su Ya Suo
| Cheng Ji Ge Guan Jian De "Gai Nian ",She Ji Liao Yi Chong Ji Yu
| Dan Mo Guang Xian Zhen Lie De Jie Gou ,Guo Lu Xin Hao ,Ti Qu Te
| Zheng . Su Du Kuai ,Neng Liang Xiao Hao Shao . 7. Bu Chong Cai
| Liao Zai Zhe Li Cha Ru Tu Pian Miao Shu Guang Lu Da Jian (The
| Setup): Guang Yuan : Yong De Shi 532 nm(Lu Se ) De Dan Mo Ji
| Guang Qi . Shu Ru Duan :Kong Jian Guang Diao Zhi Qi (SLM).
| Yong Ta Lai Ba Shu Zi Tu Xiang (Bi Ru Mao De Zhao Pian )Zhuan
| Huan Cheng Guang De Zhen Fu Fen Bu ,Da Ru Xin Pian . Jie Shou
| Duan : Shu Chu De Guang Xin Hao Zhi Jie Bei Yi Ge sCMOS Xiang Ji
| Jie Shou .
|
| Xin Pian Wei Na Zhi Zao (Fabrication): LightGen De He Xin
| ----Yan She Chao Biao Mian ,Shi Yong JGS1 Shi Ying Bo Li
| (SiO2SiO_2SiO 2
|
| ) Zuo De . Ta De Re Peng Zhang Xi Shu Ji Di (5.5x10-75.5 \times
| 10^{-7}5.5x10 -7 ),Ji Shi Wen Du Bian Hua 100[?]C100^{\circ}C100
| [?] C,Xin Pian Bian Xing Ye Zhi You 0.006%,Bao Zheng Liao Guang
| Lu Ji Qi Wen Ding . Cai Yong Liao 8 Jie Guang Ke Gong Yi
| (8-level lithography). Mei Yi Ge Guang Shen Jing Yuan (Pixel)De
| Da Xiao Shi 3mmx3mm3 \mu m \times 3 \mu m3mmx3mm. Ba Guang De
| Xiang Wei Bian Hua (0 Dao 2p2\pi2p)Qie Fen Cheng 8 Ge Tai Jie
| Gao Du ,Mei Ge Tai Jie Gao Du Chai 150 nm.
|
| Gong Cheng Ling Yu Zui Guan Xin De Wen Ti :Gai Xin Pian Shi Zhi
| You Zai Wan Mei Mo Ni Zhong Neng Pao ,Huan Shi Zhen De Zao Chu
| Lai Ye Neng Pao ?
|
| Liang Hua Xiao Ying : Li Lun Shang De Xiang Wei Shi Lian Xu Bian
| Hua De ,Dan Zhi Zao Shi Zhi Neng Qie Cheng 8 Ge Tai Jie . Tu
| S18 (Fig. S18) Zhan Shi Liao Dui Bi :Sui Ran Xiang Wei De Wei
| Guan Jie Gou Bian Liao (S18B He C),Dan Zui Zhong Sheng Cheng De
| Tu Xiang (Tu S18D)Ji Hu Mei You Rou Yan Ke Jian De Qu Bie . Zhe
| Zheng Ming She Ji Dui Zhi Zao Jing Du You Hen Hao De Rong Ren Du
| . Dui Zhun Wu Chai :Tu S19 (Fig. S19) Zuo Liao Yi Ge Ji Duan De
| Ce Shi . Gu Yi Ba Yan She Ceng Yi Wai Liao 10%, 30% Shen Zhi
| 50% Ge Xiang Su . Sui Ran Sheng Cheng Zhi Liang (PSNR)Xia Jiang
| Liao ,Dan Tong Guo Zhong Xin Xun Lian (Retrain) Hou Mian De Ceng
| ,Xing Neng Ke Yi Ji Hu Wan Quan Hui Fu (Cong 13.80 dB Hui Fu Dao
| 16.05 dB). Guan Yu Suan Li (TOPS) = Cao Zuo Shu / Shi Jian De
| Ji Suan .
|
| 100Bei Su +100Bei Neng Xiao !Zhong Guo LightGenQuan Guang AIXin
| Pian Wen Shi ,Xing Neng Nian Ya Ding Ji NVIDIAXin Pian ... 3D Jie
| Gou Tu Po Ji Cheng Ji Xian :Chuan Tong 2D Huo Ji Xin Pian De
| Jing Ti Guan Ji Cheng Mi Du Yi Jie Jin Wu Li Ji Xian ,Er
| LightGen De 3D Dui Die Jie Gou Ke Jiang Chao 200 Mo Guang Zi
| Shen Jing Yuan Fen Ceng Dui Die ,Zai Xiang Tong Kong Jian Nei Shi
| Xian 100 Bei Suan Li Mi Du Ti Sheng ,Jie Jue Liao "Gao Suan Li
| Yu Xiao Ti Ji " De Mao Dun ; Guang Zi Shen Jing Yuan Mo Ni Ren
| Nao :Ren Nao Tong Guo Da Liang Shen Jing Xi Bao Tong Bu Jiao Hu
| Shi Xian Xin Xi Chu Li ,LightGen De Guang Zi Shen Jing Yuan Zheng
| Shi Mo Fang Zhe Yi Mo Ji Xu Fang Wen Shen Du Jie Xi
| :LightGenQuan Guang Xin Pian De Ji Zhu Tu Po Yu Kai Fa Zhe Luo Di
| Tiao Zhan LightGenDe Shu Ru Shu Chu Mo Kuai Cai Yong Quan Guang
| She Ji :Shu Ru Duan Ji Cheng Guang Zha Ou He Qi (Ou He Xiao Lu
| >=85%),Jiang Wai Bu Guang Xin Hao Ou He Zhi Pian Shang
| waveguide;Shu Chu Duan Tong Guo Zhen Lie Bo Dao Guang Zha
| (AWG)Shi Xian Duo Bo Chang Xin Hao Fen Bo ,Zai You Guang Dian Tan
| Ce Qi Zhen Lie (Xiang Ying Su Du >=1GHz)Wan Cheng Guang Xin Hao
| Dao Dian Xin Hao De Zui Zhong Zhuan Huan (Jin Shu Chu Duan Zhuan
| Huan ,Bi Mian Zhong Jian Zhuan Huan Sun Hao ). Ying Jian Ceng
| Mian De Xian Zhi Xu Kai Fa Zhe Guan Zhu :Dang Qian Shu Ru Mo Kuai
| De Guang Xin Hao ... Ji Xu Fang Wen Bang-Bang-All-Digital-PLL-
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| ilaksh wrote:
| https://pastebin.com/UnBNnEgr
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