{"version":2,"relationshipURLBase":"https://codingai-lec03.pages.dev/course/notebook-blocks/a41054827a0d49cdb9c0041dd9a7be4b.html","relationshipResolution":"Resolve relative relationship URLs against relationshipURLBase; complete records and absolute URLs are in blocks.","title":"保存、来源与下一步","url":"https://codingai-lec03.pages.dev/course/notebook-blocks/a41054827a0d49cdb9c0041dd9a7be4b.html","markdown":"https://codingai-lec03.pages.dev/course/notebook-blocks/a41054827a0d49cdb9c0041dd9a7be4b.md","pages":[{"id":"reading-opening","title":"保存、来源与下一步","unit":"保存、来源与下一步","unitId":"notebook-blocks/a41054827a0d49cdb9c0041dd9a7be4b","chapter":"course","number":1}],"aliases":[{"oldId":"b-25f98890142899d0d72448fe","targetId":"b-25f98890142899d0d72448fe","page":"reading-opening","operation":"move","beforeSHA256":"db08960319942d9119c9cad2cf7d0b78a68c914f8e19ab3bd375531d27c96204","afterSHA256":"db08960319942d9119c9cad2cf7d0b78a68c914f8e19ab3bd375531d27c96204","reason":"Same source body in authored semantic page"},{"oldId":"b-9ff706e727ecc300fd0417e3","targetId":"b-9ff706e727ecc300fd0417e3","page":"reading-opening","operation":"move","beforeSHA256":"82f87f3f4f4f8c23b5add9410d87b51ca847468b3f3504b7510122188c334cec","afterSHA256":"82f87f3f4f4f8c23b5add9410d87b51ca847468b3f3504b7510122188c334cec","reason":"Same source body in authored semantic page"},{"oldId":"b-24573f8031bbf77b2feedc8e","targetId":"b-24573f8031bbf77b2feedc8e","page":"reading-opening","operation":"move","beforeSHA256":"e91f24e4e4ca40e2099a0d81d30db6568f4bf2074b499eeee6e3959617bd97ac","afterSHA256":"e91f24e4e4ca40e2099a0d81d30db6568f4bf2074b499eeee6e3959617bd97ac","reason":"Same source body in authored semantic page"},{"oldId":"b-88cffee6a71a0d8a965d4036","targetId":"b-88cffee6a71a0d8a965d4036","page":"reading-opening","operation":"move","beforeSHA256":"6a611aef342a7535362f318ee0c33b63170ce4ab853fa44a05f76a04873fd320","afterSHA256":"6a611aef342a7535362f318ee0c33b63170ce4ab853fa44a05f76a04873fd320","reason":"Same source body in authored semantic page"},{"oldId":"b-61851656552439cd18a49b75","targetId":"b-61851656552439cd18a49b75","page":"reading-opening","operation":"move","beforeSHA256":"bd3982bbc4fd1e6afb787ccf52edb0e4b4285a14d74ad8c84919ee86cd4257b2","afterSHA256":"bd3982bbc4fd1e6afb787ccf52edb0e4b4285a14d74ad8c84919ee86cd4257b2","reason":"Same source body in authored semantic page"},{"oldId":"b-a6fe3f54528b550c8f7e8ec4","targetId":"b-a6fe3f54528b550c8f7e8ec4","page":"reading-opening","operation":"move","beforeSHA256":"0854227e36b3988b7bf89699f125aa27774fbb64e41d56fc88439dbba2075d56","afterSHA256":"0854227e36b3988b7bf89699f125aa27774fbb64e41d56fc88439dbba2075d56","reason":"Same source body in authored semantic page"},{"oldId":"b-e39ab2a9cd457b0531e7f3d7","targetId":"b-e39ab2a9cd457b0531e7f3d7","page":"reading-opening","operation":"move","beforeSHA256":"518fc2f5572e559ca862bf025b2c35e97789f71486330aa199438d0057ada022","afterSHA256":"518fc2f5572e559ca862bf025b2c35e97789f71486330aa199438d0057ada022","reason":"Same source body in authored semantic page"},{"oldId":"b-16f46acb02a82564e3188cfc","targetId":"b-16f46acb02a82564e3188cfc","page":"reading-opening","operation":"move","beforeSHA256":"724a302f1409fdc2a9176811c9412f0608930ab1e70f9e0fd04219ae961a9c0f","afterSHA256":"724a302f1409fdc2a9176811c9412f0608930ab1e70f9e0fd04219ae961a9c0f","reason":"Same source body in authored semantic page"},{"oldId":"block-a41054827a0d49cdb9c0041dd9a7be4b--保存来源与下一步","targetId":"b-61851656552439cd18a49b75","operation":"retain-source-identity"}],"blocks":[{"id":"b-25f98890142899d0d72448fe","type":"p","scope":"document","url":"https://codingai-lec03.pages.dev/course/notebook-blocks/a41054827a0d49cdb9c0041dd9a7be4b.html#b-25f98890142899d0d72448fe","content":"[LAB 13 · 看图生成一句话：训练、解码与消融](/course/notebooks/3da47f3ee3554ee0a36e0bb6a2fdc61f.html)","sha256":"db08960319942d9119c9cad2cf7d0b78a68c914f8e19ab3bd375531d27c96204","chapter":{"id":"course","title":"保存、来源与下一步"},"unit":{"id":"notebook-blocks/a41054827a0d49cdb9c0041dd9a7be4b","title":"保存、来源与下一步"},"page":{"id":"reading-opening","title":"保存、来源与下一步","number":1},"sectionTitle":"保存、来源与下一步","currentQuestion":"保存、来源与下一步","sourceSlides":[],"knowledgeBlock":null,"formulas":[],"previousBlock":null,"nextBlock":"b-9ff706e727ecc300fd0417e3","prerequisites":[],"relatedBlocks":[]},{"id":"b-9ff706e727ecc300fd0417e3","type":"h1","scope":"document","url":"https://codingai-lec03.pages.dev/course/notebook-blocks/a41054827a0d49cdb9c0041dd9a7be4b.html#b-9ff706e727ecc300fd0417e3","content":"# 保存、来源与下一步","sha256":"82f87f3f4f4f8c23b5add9410d87b51ca847468b3f3504b7510122188c334cec","chapter":{"id":"course","title":"保存、来源与下一步"},"unit":{"id":"notebook-blocks/a41054827a0d49cdb9c0041dd9a7be4b","title":"保存、来源与下一步"},"page":{"id":"reading-opening","title":"保存、来源与下一步","number":1},"sectionTitle":"保存、来源与下一步","currentQuestion":"保存、来源与下一步","sourceSlides":[],"knowledgeBlock":null,"formulas":[],"previousBlock":"b-25f98890142899d0d72448fe","nextBlock":"b-24573f8031bbf77b2feedc8e","prerequisites":[{"id":"b-25f98890142899d0d72448fe","url":"#b-25f98890142899d0d72448fe","role":"problem-context"}],"relatedBlocks":[]},{"id":"b-24573f8031bbf77b2feedc8e","type":"p","scope":"document","url":"https://codingai-lec03.pages.dev/course/notebook-blocks/a41054827a0d49cdb9c0041dd9a7be4b.html#b-24573f8031bbf77b2feedc8e","content":"按问题继续","sha256":"e91f24e4e4ca40e2099a0d81d30db6568f4bf2074b499eeee6e3959617bd97ac","chapter":{"id":"course","title":"保存、来源与下一步"},"unit":{"id":"notebook-blocks/a41054827a0d49cdb9c0041dd9a7be4b","title":"保存、来源与下一步"},"page":{"id":"reading-opening","title":"保存、来源与下一步","number":1},"sectionTitle":"保存、来源与下一步","currentQuestion":"保存、来源与下一步","sourceSlides":[],"knowledgeBlock":null,"formulas":[],"previousBlock":"b-9ff706e727ecc300fd0417e3","nextBlock":"b-88cffee6a71a0d8a965d4036","prerequisites":[{"id":"b-9ff706e727ecc300fd0417e3","url":"#b-9ff706e727ecc300fd0417e3","role":"section-title"},{"id":"b-25f98890142899d0d72448fe","url":"#b-25f98890142899d0d72448fe","role":"problem-context"}],"relatedBlocks":[]},{"id":"b-88cffee6a71a0d8a965d4036","type":"p","scope":"document","url":"https://codingai-lec03.pages.dev/course/notebook-blocks/a41054827a0d49cdb9c0041dd9a7be4b.html#b-88cffee6a71a0d8a965d4036","content":"真实CNN–GRU条件训练与greedy/beam生成、遮图/错图消融","sha256":"6a611aef342a7535362f318ee0c33b63170ce4ab853fa44a05f76a04873fd320","chapter":{"id":"course","title":"保存、来源与下一步"},"unit":{"id":"notebook-blocks/a41054827a0d49cdb9c0041dd9a7be4b","title":"保存、来源与下一步"},"page":{"id":"reading-opening","title":"保存、来源与下一步","number":1},"sectionTitle":"保存、来源与下一步","currentQuestion":"保存、来源与下一步","sourceSlides":[],"knowledgeBlock":null,"formulas":[],"previousBlock":"b-24573f8031bbf77b2feedc8e","nextBlock":"b-61851656552439cd18a49b75","prerequisites":[{"id":"b-9ff706e727ecc300fd0417e3","url":"#b-9ff706e727ecc300fd0417e3","role":"section-title"},{"id":"b-25f98890142899d0d72448fe","url":"#b-25f98890142899d0d72448fe","role":"problem-context"}],"relatedBlocks":[]},{"id":"b-61851656552439cd18a49b75","type":"h2","scope":"document","url":"https://codingai-lec03.pages.dev/course/notebook-blocks/a41054827a0d49cdb9c0041dd9a7be4b.html#b-61851656552439cd18a49b75","content":"## 保存、来源与下一步","sha256":"bd3982bbc4fd1e6afb787ccf52edb0e4b4285a14d74ad8c84919ee86cd4257b2","chapter":{"id":"course","title":"保存、来源与下一步"},"unit":{"id":"notebook-blocks/a41054827a0d49cdb9c0041dd9a7be4b","title":"保存、来源与下一步"},"page":{"id":"reading-opening","title":"保存、来源与下一步","number":1},"sectionTitle":"保存、来源与下一步","currentQuestion":"保存、来源与下一步","sourceSlides":[],"knowledgeBlock":null,"formulas":[],"previousBlock":"b-88cffee6a71a0d8a965d4036","nextBlock":"b-a6fe3f54528b550c8f7e8ec4","prerequisites":[{"id":"b-9ff706e727ecc300fd0417e3","url":"#b-9ff706e727ecc300fd0417e3","role":"section-title"},{"id":"b-25f98890142899d0d72448fe","url":"#b-25f98890142899d0d72448fe","role":"problem-context"}],"relatedBlocks":[]},{"id":"b-a6fe3f54528b550c8f7e8ec4","type":"p","scope":"document","url":"https://codingai-lec03.pages.dev/course/notebook-blocks/a41054827a0d49cdb9c0041dd9a7be4b.html#b-a6fe3f54528b550c8f7e8ec4","content":"`lab13-data.npz` 保存真实训练/保留像素与 token；`lab13-caption-weights.pt` 保存该次模型；`lab13-results.json` 保存分割种子、逐轮损失、每条预测、环境、时间和权重/数据 SHA-256。下载的执行版 Notebook 含实际输出，完整代码在每格内。本册的训练和推理已在本地全新 Python 进程运行；这与原 Deepnote 云端历史 run 分开记录。","sha256":"0854227e36b3988b7bf89699f125aa27774fbb64e41d56fc88439dbba2075d56","chapter":{"id":"course","title":"保存、来源与下一步"},"unit":{"id":"notebook-blocks/a41054827a0d49cdb9c0041dd9a7be4b","title":"保存、来源与下一步"},"page":{"id":"reading-opening","title":"保存、来源与下一步","number":1},"sectionTitle":"保存、来源与下一步","currentQuestion":"保存、来源与下一步","sourceSlides":[],"knowledgeBlock":null,"formulas":[],"previousBlock":"b-61851656552439cd18a49b75","nextBlock":"b-e39ab2a9cd457b0531e7f3d7","prerequisites":[{"id":"b-61851656552439cd18a49b75","url":"#b-61851656552439cd18a49b75","role":"section-title"},{"id":"b-25f98890142899d0d72448fe","url":"#b-25f98890142899d0d72448fe","role":"problem-context"}],"relatedBlocks":[]},{"id":"b-e39ab2a9cd457b0531e7f3d7","type":"p","scope":"document","url":"https://codingai-lec03.pages.dev/course/notebook-blocks/a41054827a0d49cdb9c0041dd9a7be4b.html#b-e39ab2a9cd457b0531e7f3d7","content":"[Show and Tell，CVPR 2015，论文作者/CVF 原文](https://www.cv-foundation.org/openaccess/content_cvpr_2015/html/Vinyals_Show_and_Tell_2015_CVPR_paper.html) 是图像条件最大似然描述生成的来源。本册保留这一因子分解与 CNN→循环解码思路，但使用小 GRU、自造图形和简化评价；不是原论文复现。","sha256":"518fc2f5572e559ca862bf025b2c35e97789f71486330aa199438d0057ada022","chapter":{"id":"course","title":"保存、来源与下一步"},"unit":{"id":"notebook-blocks/a41054827a0d49cdb9c0041dd9a7be4b","title":"保存、来源与下一步"},"page":{"id":"reading-opening","title":"保存、来源与下一步","number":1},"sectionTitle":"保存、来源与下一步","currentQuestion":"保存、来源与下一步","sourceSlides":[],"knowledgeBlock":null,"formulas":[],"previousBlock":"b-a6fe3f54528b550c8f7e8ec4","nextBlock":"b-16f46acb02a82564e3188cfc","prerequisites":[{"id":"b-61851656552439cd18a49b75","url":"#b-61851656552439cd18a49b75","role":"section-title"},{"id":"b-25f98890142899d0d72448fe","url":"#b-25f98890142899d0d72448fe","role":"problem-context"}],"relatedBlocks":[]},{"id":"b-16f46acb02a82564e3188cfc","type":"p","scope":"document","url":"https://codingai-lec03.pages.dev/course/notebook-blocks/a41054827a0d49cdb9c0041dd9a7be4b.html#b-16f46acb02a82564e3188cfc","content":"回到 [第四讲 · 从条件多解走向生成模型](https://deepnote.com/project/6f83a923-d155-47be-be58-680db701ff7f/notebook/694b7a43ea4948f5a197c014c2fbad3b?utm_source=openai&utm_medium=mcp&utm_campaign=openaimcp&utm_content=694b7a43ea4948f5a197c014c2fbad3b&utm_term=get_notebook)：caption 已经在生成。下一讲继续研究的是怎样表达更复杂的条件分布、目标与采样，而不是第一次出现生成。","sha256":"724a302f1409fdc2a9176811c9412f0608930ab1e70f9e0fd04219ae961a9c0f","chapter":{"id":"course","title":"保存、来源与下一步"},"unit":{"id":"notebook-blocks/a41054827a0d49cdb9c0041dd9a7be4b","title":"保存、来源与下一步"},"page":{"id":"reading-opening","title":"保存、来源与下一步","number":1},"sectionTitle":"保存、来源与下一步","currentQuestion":"保存、来源与下一步","sourceSlides":[],"knowledgeBlock":null,"formulas":[],"previousBlock":"b-e39ab2a9cd457b0531e7f3d7","nextBlock":null,"prerequisites":[{"id":"b-61851656552439cd18a49b75","url":"#b-61851656552439cd18a49b75","role":"section-title"},{"id":"b-25f98890142899d0d72448fe","url":"#b-25f98890142899d0d72448fe","role":"problem-context"}],"relatedBlocks":[]}]}