{"version":2,"relationshipURLBase":"https://codingai-lec03.pages.dev/course/notebook-blocks/b7235416faea4815ad2db029aeb31116.html","relationshipResolution":"Resolve relative relationship URLs against relationshipURLBase; complete records and absolute URLs are in blocks.","title":"只改一个条件，再解释变化","url":"https://codingai-lec03.pages.dev/course/notebook-blocks/b7235416faea4815ad2db029aeb31116.html","markdown":"https://codingai-lec03.pages.dev/course/notebook-blocks/b7235416faea4815ad2db029aeb31116.md","pages":[{"id":"reading-opening","title":"只改一个条件，再解释变化","unit":"只改一个条件，再解释变化","unitId":"notebook-blocks/b7235416faea4815ad2db029aeb31116","chapter":"course","number":1}],"aliases":[{"oldId":"b-07401e31ce5d7e917e524a9f","targetId":"b-07401e31ce5d7e917e524a9f","page":"reading-opening","operation":"move","beforeSHA256":"66fcbfd55e8ee49e9b36e857c1385fb66cc262f5d574a2759c494c801fe22adc","afterSHA256":"66fcbfd55e8ee49e9b36e857c1385fb66cc262f5d574a2759c494c801fe22adc","reason":"Same source body in authored semantic page"},{"oldId":"b-437c7b3d50cf805d9851a5ef","targetId":"b-437c7b3d50cf805d9851a5ef","page":"reading-opening","operation":"move","beforeSHA256":"fff4b06b4c7ee920d75df74c725ab4f89d2e2b5c3103ef2fafeffc542b2d483f","afterSHA256":"fff4b06b4c7ee920d75df74c725ab4f89d2e2b5c3103ef2fafeffc542b2d483f","reason":"Same source body in authored semantic page"},{"oldId":"b-51eae5796de9fd3ce7f85273","targetId":"b-51eae5796de9fd3ce7f85273","page":"reading-opening","operation":"move","beforeSHA256":"42cba31deccba2a350b9b23bd0ca1dcaa4c4c5cb9d35c773e1fcb89124788ccd","afterSHA256":"42cba31deccba2a350b9b23bd0ca1dcaa4c4c5cb9d35c773e1fcb89124788ccd","reason":"Same source body in authored semantic page"},{"oldId":"b-fdf3bb416447031f9f9946f8","targetId":"b-fdf3bb416447031f9f9946f8","page":"reading-opening","operation":"move","beforeSHA256":"7d0c53df1bc36d8ae47159a38d1da25d7b95cb99a23f0973fb743325017d6c63","afterSHA256":"7d0c53df1bc36d8ae47159a38d1da25d7b95cb99a23f0973fb743325017d6c63","reason":"Same source body in authored semantic page"},{"oldId":"b-e7900caa7c1cac60eded7fad","targetId":"b-e7900caa7c1cac60eded7fad","page":"reading-opening","operation":"move","beforeSHA256":"1fd8bbe4ccc5eedb0fe6d8a6a78303daf3653857b8d44bdebc1c16b56f7fa983","afterSHA256":"1fd8bbe4ccc5eedb0fe6d8a6a78303daf3653857b8d44bdebc1c16b56f7fa983","reason":"Same source body in authored semantic page"},{"oldId":"b-fe9731800ca12378dc7ac36e","targetId":"b-fe9731800ca12378dc7ac36e","page":"reading-opening","operation":"move","beforeSHA256":"41023f7617282539855132706dc66a26dde8c897d40532a467e98feffed3f131","afterSHA256":"41023f7617282539855132706dc66a26dde8c897d40532a467e98feffed3f131","reason":"Same source body in authored semantic page"},{"oldId":"b-07bc6ed3980b01efbfa0cc34","targetId":"b-07bc6ed3980b01efbfa0cc34","page":"reading-opening","operation":"move","beforeSHA256":"4a9b328ef49c14942d0905661691d8e1f9e5285bb4230f22766587debb7a4b27","afterSHA256":"4a9b328ef49c14942d0905661691d8e1f9e5285bb4230f22766587debb7a4b27","reason":"Same source body in authored semantic page"},{"oldId":"b-afc9033215489359641286d5","targetId":"b-afc9033215489359641286d5","page":"reading-opening","operation":"move","beforeSHA256":"8b58ab909ed9f08bf38e6200c02fb8fbde3015b651757fd64c3caec685954b29","afterSHA256":"8b58ab909ed9f08bf38e6200c02fb8fbde3015b651757fd64c3caec685954b29","reason":"Same source body in authored semantic page"},{"oldId":"block-b7235416faea4815ad2db029aeb31116--只改一个条件再解释变化","targetId":"b-e7900caa7c1cac60eded7fad","operation":"retain-source-identity"}],"blocks":[{"id":"b-07401e31ce5d7e917e524a9f","type":"p","scope":"document","url":"https://codingai-lec03.pages.dev/course/notebook-blocks/b7235416faea4815ad2db029aeb31116.html#b-07401e31ce5d7e917e524a9f","content":"[LAB 06 · 颜色干预：视图、投影与读出](/course/notebooks/7c4f531113d7473abc174e2e014e1340.html)","sha256":"66fcbfd55e8ee49e9b36e857c1385fb66cc262f5d574a2759c494c801fe22adc","chapter":{"id":"course","title":"只改一个条件，再解释变化"},"unit":{"id":"notebook-blocks/b7235416faea4815ad2db029aeb31116","title":"只改一个条件，再解释变化"},"page":{"id":"reading-opening","title":"只改一个条件，再解释变化","number":1},"sectionTitle":"只改一个条件，再解释变化","currentQuestion":"只改一个条件，再解释变化","sourceSlides":[],"knowledgeBlock":null,"formulas":[],"previousBlock":null,"nextBlock":"b-437c7b3d50cf805d9851a5ef","prerequisites":[],"relatedBlocks":[]},{"id":"b-437c7b3d50cf805d9851a5ef","type":"h1","scope":"document","url":"https://codingai-lec03.pages.dev/course/notebook-blocks/b7235416faea4815ad2db029aeb31116.html#b-437c7b3d50cf805d9851a5ef","content":"# 只改一个条件，再解释变化","sha256":"fff4b06b4c7ee920d75df74c725ab4f89d2e2b5c3103ef2fafeffc542b2d483f","chapter":{"id":"course","title":"只改一个条件，再解释变化"},"unit":{"id":"notebook-blocks/b7235416faea4815ad2db029aeb31116","title":"只改一个条件，再解释变化"},"page":{"id":"reading-opening","title":"只改一个条件，再解释变化","number":1},"sectionTitle":"只改一个条件，再解释变化","currentQuestion":"只改一个条件，再解释变化","sourceSlides":[],"knowledgeBlock":null,"formulas":[],"previousBlock":"b-07401e31ce5d7e917e524a9f","nextBlock":"b-51eae5796de9fd3ce7f85273","prerequisites":[{"id":"b-07401e31ce5d7e917e524a9f","url":"#b-07401e31ce5d7e917e524a9f","role":"problem-context"}],"relatedBlocks":[]},{"id":"b-51eae5796de9fd3ce7f85273","type":"p","scope":"document","url":"https://codingai-lec03.pages.dev/course/notebook-blocks/b7235416faea4815ad2db029aeb31116.html#b-51eae5796de9fd3ce7f85273","content":"主线阅读与优先实验","sha256":"42cba31deccba2a350b9b23bd0ca1dcaa4c4c5cb9d35c773e1fcb89124788ccd","chapter":{"id":"course","title":"只改一个条件，再解释变化"},"unit":{"id":"notebook-blocks/b7235416faea4815ad2db029aeb31116","title":"只改一个条件，再解释变化"},"page":{"id":"reading-opening","title":"只改一个条件，再解释变化","number":1},"sectionTitle":"只改一个条件，再解释变化","currentQuestion":"只改一个条件，再解释变化","sourceSlides":[],"knowledgeBlock":null,"formulas":[],"previousBlock":"b-437c7b3d50cf805d9851a5ef","nextBlock":"b-fdf3bb416447031f9f9946f8","prerequisites":[{"id":"b-437c7b3d50cf805d9851a5ef","url":"#b-437c7b3d50cf805d9851a5ef","role":"section-title"},{"id":"b-07401e31ce5d7e917e524a9f","url":"#b-07401e31ce5d7e917e524a9f","role":"problem-context"}],"relatedBlocks":[]},{"id":"b-fdf3bb416447031f9f9946f8","type":"p","scope":"document","url":"https://codingai-lec03.pages.dev/course/notebook-blocks/b7235416faea4815ad2db029aeb31116.html#b-fdf3bb416447031f9f9946f8","content":"真实RGB对比训练、唯一指定增强变化、h/z形状与颜色读出","sha256":"7d0c53df1bc36d8ae47159a38d1da25d7b95cb99a23f0973fb743325017d6c63","chapter":{"id":"course","title":"只改一个条件，再解释变化"},"unit":{"id":"notebook-blocks/b7235416faea4815ad2db029aeb31116","title":"只改一个条件，再解释变化"},"page":{"id":"reading-opening","title":"只改一个条件，再解释变化","number":1},"sectionTitle":"只改一个条件，再解释变化","currentQuestion":"只改一个条件，再解释变化","sourceSlides":[],"knowledgeBlock":null,"formulas":[],"previousBlock":"b-51eae5796de9fd3ce7f85273","nextBlock":"b-e7900caa7c1cac60eded7fad","prerequisites":[{"id":"b-437c7b3d50cf805d9851a5ef","url":"#b-437c7b3d50cf805d9851a5ef","role":"section-title"},{"id":"b-07401e31ce5d7e917e524a9f","url":"#b-07401e31ce5d7e917e524a9f","role":"problem-context"}],"relatedBlocks":[]},{"id":"b-e7900caa7c1cac60eded7fad","type":"h2","scope":"document","url":"https://codingai-lec03.pages.dev/course/notebook-blocks/b7235416faea4815ad2db029aeb31116.html#b-e7900caa7c1cac60eded7fad","content":"## 只改一个条件，再解释变化","sha256":"1fd8bbe4ccc5eedb0fe6d8a6a78303daf3653857b8d44bdebc1c16b56f7fa983","chapter":{"id":"course","title":"只改一个条件，再解释变化"},"unit":{"id":"notebook-blocks/b7235416faea4815ad2db029aeb31116","title":"只改一个条件，再解释变化"},"page":{"id":"reading-opening","title":"只改一个条件，再解释变化","number":1},"sectionTitle":"只改一个条件，再解释变化","currentQuestion":"只改一个条件，再解释变化","sourceSlides":[],"knowledgeBlock":null,"formulas":[],"previousBlock":"b-fdf3bb416447031f9f9946f8","nextBlock":"b-fe9731800ca12378dc7ac36e","prerequisites":[{"id":"b-437c7b3d50cf805d9851a5ef","url":"#b-437c7b3d50cf805d9851a5ef","role":"section-title"},{"id":"b-07401e31ce5d7e917e524a9f","url":"#b-07401e31ce5d7e917e524a9f","role":"problem-context"}],"relatedBlocks":[]},{"id":"b-fe9731800ca12378dc7ac36e","type":"p","scope":"document","url":"https://codingai-lec03.pages.dev/course/notebook-blocks/b7235416faea4815ad2db029aeb31116.html#b-fe9731800ca12378dc7ac36e","content":"先保持数据、网络、epoch 与读出协议，修改 `views` 中色相交换概率，从 0.5 改成 0.1。把结果写入新的输出目录，保留原基准；观察颜色线性读出是否恢复、形状读出是否变化。不要同时增加模型和训练时长。若增加一个颜色敏感下游任务，例如“成熟红果与未熟绿果”，请先说明哪些增强可能直接改掉答案。","sha256":"41023f7617282539855132706dc66a26dde8c897d40532a467e98feffed3f131","chapter":{"id":"course","title":"只改一个条件，再解释变化"},"unit":{"id":"notebook-blocks/b7235416faea4815ad2db029aeb31116","title":"只改一个条件，再解释变化"},"page":{"id":"reading-opening","title":"只改一个条件，再解释变化","number":1},"sectionTitle":"只改一个条件，再解释变化","currentQuestion":"只改一个条件，再解释变化","sourceSlides":[],"knowledgeBlock":null,"formulas":[],"previousBlock":"b-e7900caa7c1cac60eded7fad","nextBlock":"b-07bc6ed3980b01efbfa0cc34","prerequisites":[{"id":"b-e7900caa7c1cac60eded7fad","url":"#b-e7900caa7c1cac60eded7fad","role":"section-title"},{"id":"b-07401e31ce5d7e917e524a9f","url":"#b-07401e31ce5d7e917e524a9f","role":"problem-context"}],"relatedBlocks":[]},{"id":"b-07bc6ed3980b01efbfa0cc34","type":"p","scope":"document","url":"https://codingai-lec03.pages.dev/course/notebook-blocks/b7235416faea4815ad2db029aeb31116.html#b-07bc6ed3980b01efbfa0cc34","content":"接着到 [LAB 07](https://deepnote.com/project/38755e4e-23f6-4f5f-8c68-8a2e4114b1c1/notebook/0d1b8f6fbf6a476c93ffcc169f2ec1f4) 看负例字典与 EMA，或到 [LAB 08](https://deepnote.com/project/38755e4e-23f6-4f5f-8c68-8a2e4114b1c1/notebook/b5ba27f2c5ba4ec0922208a7d5dc80a4) 比较重建目标。三个实验都要把“优化什么”和“如何评价”分开。","sha256":"4a9b328ef49c14942d0905661691d8e1f9e5285bb4230f22766587debb7a4b27","chapter":{"id":"course","title":"只改一个条件，再解释变化"},"unit":{"id":"notebook-blocks/b7235416faea4815ad2db029aeb31116","title":"只改一个条件，再解释变化"},"page":{"id":"reading-opening","title":"只改一个条件，再解释变化","number":1},"sectionTitle":"只改一个条件，再解释变化","currentQuestion":"只改一个条件，再解释变化","sourceSlides":[],"knowledgeBlock":null,"formulas":[],"previousBlock":"b-fe9731800ca12378dc7ac36e","nextBlock":"b-afc9033215489359641286d5","prerequisites":[{"id":"b-e7900caa7c1cac60eded7fad","url":"#b-e7900caa7c1cac60eded7fad","role":"section-title"},{"id":"b-07401e31ce5d7e917e524a9f","url":"#b-07401e31ce5d7e917e524a9f","role":"problem-context"}],"relatedBlocks":[]},{"id":"b-afc9033215489359641286d5","type":"p","scope":"document","url":"https://codingai-lec03.pages.dev/course/notebook-blocks/b7235416faea4815ad2db029aeb31116.html#b-afc9033215489359641286d5","content":"来源：[SimCLR 原论文与作者发布页](https://proceedings.mlr.press/v119/chen20j.html) 支持增强组成、非线性投影头和冻结评价的研究背景。本册图形数据、CPU 小网络、对照结果为本课程独立教学构造，不是论文 ImageNet 指标复现。","sha256":"8b58ab909ed9f08bf38e6200c02fb8fbde3015b651757fd64c3caec685954b29","chapter":{"id":"course","title":"只改一个条件，再解释变化"},"unit":{"id":"notebook-blocks/b7235416faea4815ad2db029aeb31116","title":"只改一个条件，再解释变化"},"page":{"id":"reading-opening","title":"只改一个条件，再解释变化","number":1},"sectionTitle":"只改一个条件，再解释变化","currentQuestion":"只改一个条件，再解释变化","sourceSlides":[],"knowledgeBlock":null,"formulas":[],"previousBlock":"b-07bc6ed3980b01efbfa0cc34","nextBlock":null,"prerequisites":[{"id":"b-e7900caa7c1cac60eded7fad","url":"#b-e7900caa7c1cac60eded7fad","role":"section-title"},{"id":"b-07401e31ce5d7e917e524a9f","url":"#b-07401e31ce5d7e917e524a9f","role":"problem-context"}],"relatedBlocks":[]}]}