{"version":2,"relationshipURLBase":"https://codingai-lec03.pages.dev/course/notebook-blocks/148c269fd9504033921b7fd7605ef3bc.html","relationshipResolution":"Resolve relative relationship URLs against relationshipURLBase; complete records and absolute URLs are in blocks.","title":"扩大数据与模型以后，能否把训练完成也影响方法设计","url":"https://codingai-lec03.pages.dev/course/notebook-blocks/148c269fd9504033921b7fd7605ef3bc.html","markdown":"https://codingai-lec03.pages.dev/course/notebook-blocks/148c269fd9504033921b7fd7605ef3bc.md","pages":[{"id":"reading-opening","title":"扩大数据与模型以后，能否把训练完成也影响方法设计","unit":"扩大数据与模型以后，能否把训练完成也影响方法设计","unitId":"notebook-blocks/148c269fd9504033921b7fd7605ef3bc","chapter":"course","number":1}],"aliases":[{"oldId":"b-a1e84d2b60bbf61425cc7bc3","targetId":"b-a1e84d2b60bbf61425cc7bc3","page":"reading-opening","operation":"move","beforeSHA256":"343aaa499ee36d5531eab9b8b2e10a88939c1d9efb4bb1251925f2c15e332b89","afterSHA256":"343aaa499ee36d5531eab9b8b2e10a88939c1d9efb4bb1251925f2c15e332b89","reason":"Same source body in authored semantic page"},{"oldId":"b-daf4a03813fc2adff12d1bf0","targetId":"b-daf4a03813fc2adff12d1bf0","page":"reading-opening","operation":"move","beforeSHA256":"f62e3f5b5914fe59f2d87b014941ef65ef3da1165eae67354eeb5a723a4980b7","afterSHA256":"f62e3f5b5914fe59f2d87b014941ef65ef3da1165eae67354eeb5a723a4980b7","reason":"Same source body in authored semantic page"},{"oldId":"b-de7a190ba850073455088a4b","targetId":"b-de7a190ba850073455088a4b","page":"reading-opening","operation":"move","beforeSHA256":"42cba31deccba2a350b9b23bd0ca1dcaa4c4c5cb9d35c773e1fcb89124788ccd","afterSHA256":"42cba31deccba2a350b9b23bd0ca1dcaa4c4c5cb9d35c773e1fcb89124788ccd","reason":"Same source body in authored semantic page"},{"oldId":"b-6041bd056e72fd7a77709976","targetId":"b-6041bd056e72fd7a77709976","page":"reading-opening","operation":"move","beforeSHA256":"e5185ec67dda4a18681db2d55dc5cbe0c312c9a5519949e3ded12e96d49c997f","afterSHA256":"e5185ec67dda4a18681db2d55dc5cbe0c312c9a5519949e3ded12e96d49c997f","reason":"Same source body in authored semantic page"},{"oldId":"b-5502bd82e84c3bed6388d4b2","targetId":"b-5502bd82e84c3bed6388d4b2","page":"reading-opening","operation":"move","beforeSHA256":"927faa07843c07dec329edb670fa7da4905f5742d08099b7e463a53bc21d7c45","afterSHA256":"927faa07843c07dec329edb670fa7da4905f5742d08099b7e463a53bc21d7c45","reason":"Same source body in authored semantic page"},{"oldId":"b-aebc423036a951c85a4f999e","targetId":"b-aebc423036a951c85a4f999e","page":"reading-opening","operation":"move","beforeSHA256":"7078a4a8969adefdd5884b55833df51bfcb716af6b48f9573975e6952011536c","afterSHA256":"7078a4a8969adefdd5884b55833df51bfcb716af6b48f9573975e6952011536c","reason":"Same source body in authored semantic page"}],"blocks":[{"id":"b-a1e84d2b60bbf61425cc7bc3","type":"p","scope":"document","url":"https://codingai-lec03.pages.dev/course/notebook-blocks/148c269fd9504033921b7fd7605ef3bc.html#b-a1e84d2b60bbf61425cc7bc3","content":"[CLS 01 · 学习信号、表示与迁移](/course/notebooks/fb4365d604974dd19df492cb22516e44.html)","sha256":"343aaa499ee36d5531eab9b8b2e10a88939c1d9efb4bb1251925f2c15e332b89","chapter":{"id":"course","title":"扩大数据与模型以后，能否把训练完成也影响方法设计"},"unit":{"id":"notebook-blocks/148c269fd9504033921b7fd7605ef3bc","title":"扩大数据与模型以后，能否把训练完成也影响方法设计"},"page":{"id":"reading-opening","title":"扩大数据与模型以后，能否把训练完成也影响方法设计","number":1},"sectionTitle":"扩大数据与模型以后，能否把训练完成也影响方法设计","currentQuestion":"扩大数据与模型以后，能否把训练完成也影响方法设计","sourceSlides":[],"knowledgeBlock":null,"formulas":[],"previousBlock":null,"nextBlock":"b-daf4a03813fc2adff12d1bf0","prerequisites":[],"relatedBlocks":[]},{"id":"b-daf4a03813fc2adff12d1bf0","type":"h1","scope":"document","url":"https://codingai-lec03.pages.dev/course/notebook-blocks/148c269fd9504033921b7fd7605ef3bc.html#b-daf4a03813fc2adff12d1bf0","content":"# 扩大数据与模型以后，能否把训练完成也影响方法设计","sha256":"f62e3f5b5914fe59f2d87b014941ef65ef3da1165eae67354eeb5a723a4980b7","chapter":{"id":"course","title":"扩大数据与模型以后，能否把训练完成也影响方法设计"},"unit":{"id":"notebook-blocks/148c269fd9504033921b7fd7605ef3bc","title":"扩大数据与模型以后，能否把训练完成也影响方法设计"},"page":{"id":"reading-opening","title":"扩大数据与模型以后，能否把训练完成也影响方法设计","number":1},"sectionTitle":"扩大数据与模型以后，能否把训练完成也影响方法设计","currentQuestion":"扩大数据与模型以后，能否把训练完成也影响方法设计","sourceSlides":[],"knowledgeBlock":null,"formulas":[],"previousBlock":"b-a1e84d2b60bbf61425cc7bc3","nextBlock":"b-de7a190ba850073455088a4b","prerequisites":[{"id":"b-a1e84d2b60bbf61425cc7bc3","url":"#b-a1e84d2b60bbf61425cc7bc3","role":"problem-context"}],"relatedBlocks":[]},{"id":"b-de7a190ba850073455088a4b","type":"p","scope":"document","url":"https://codingai-lec03.pages.dev/course/notebook-blocks/148c269fd9504033921b7fd7605ef3bc.html#b-de7a190ba850073455088a4b","content":"主线阅读与优先实验","sha256":"42cba31deccba2a350b9b23bd0ca1dcaa4c4c5cb9d35c773e1fcb89124788ccd","chapter":{"id":"course","title":"扩大数据与模型以后，能否把训练完成也影响方法设计"},"unit":{"id":"notebook-blocks/148c269fd9504033921b7fd7605ef3bc","title":"扩大数据与模型以后，能否把训练完成也影响方法设计"},"page":{"id":"reading-opening","title":"扩大数据与模型以后，能否把训练完成也影响方法设计","number":1},"sectionTitle":"扩大数据与模型以后，能否把训练完成也影响方法设计","currentQuestion":"扩大数据与模型以后，能否把训练完成也影响方法设计","sourceSlides":[],"knowledgeBlock":null,"formulas":[],"previousBlock":"b-daf4a03813fc2adff12d1bf0","nextBlock":"b-6041bd056e72fd7a77709976","prerequisites":[{"id":"b-daf4a03813fc2adff12d1bf0","url":"#b-daf4a03813fc2adff12d1bf0","role":"section-title"},{"id":"b-a1e84d2b60bbf61425cc7bc3","url":"#b-a1e84d2b60bbf61425cc7bc3","role":"problem-context"}],"relatedBlocks":[]},{"id":"b-6041bd056e72fd7a77709976","type":"p","scope":"document","url":"https://codingai-lec03.pages.dev/course/notebook-blocks/148c269fd9504033921b7fd7605ef3bc.html#b-6041bd056e72fd7a77709976","content":"标签供给、文本目标接口、视图/队列/MAE图与表示迁移证据","sha256":"e5185ec67dda4a18681db2d55dc5cbe0c312c9a5519949e3ded12e96d49c997f","chapter":{"id":"course","title":"扩大数据与模型以后，能否把训练完成也影响方法设计"},"unit":{"id":"notebook-blocks/148c269fd9504033921b7fd7605ef3bc","title":"扩大数据与模型以后，能否把训练完成也影响方法设计"},"page":{"id":"reading-opening","title":"扩大数据与模型以后，能否把训练完成也影响方法设计","number":1},"sectionTitle":"扩大数据与模型以后，能否把训练完成也影响方法设计","currentQuestion":"扩大数据与模型以后，能否把训练完成也影响方法设计","sourceSlides":[],"knowledgeBlock":null,"formulas":[],"previousBlock":"b-de7a190ba850073455088a4b","nextBlock":"b-5502bd82e84c3bed6388d4b2","prerequisites":[{"id":"b-daf4a03813fc2adff12d1bf0","url":"#b-daf4a03813fc2adff12d1bf0","role":"section-title"},{"id":"b-a1e84d2b60bbf61425cc7bc3","url":"#b-a1e84d2b60bbf61425cc7bc3","role":"problem-context"}],"relatedBlocks":[]},{"id":"b-5502bd82e84c3bed6388d4b2","type":"p","scope":"document","url":"https://codingai-lec03.pages.dev/course/notebook-blocks/148c269fd9504033921b7fd7605ef3bc.html#b-5502bd82e84c3bed6388d4b2","content":"扩大数据与模型以后，能否把训练完成也影响方法设计。第三讲先把资源问题连到两项具体取舍：MoCo 复用近期 key，MAE 让昂贵编码器只看可见块。","sha256":"927faa07843c07dec329edb670fa7da4905f5742d08099b7e463a53bc21d7c45","chapter":{"id":"course","title":"扩大数据与模型以后，能否把训练完成也影响方法设计"},"unit":{"id":"notebook-blocks/148c269fd9504033921b7fd7605ef3bc","title":"扩大数据与模型以后，能否把训练完成也影响方法设计"},"page":{"id":"reading-opening","title":"扩大数据与模型以后，能否把训练完成也影响方法设计","number":1},"sectionTitle":"扩大数据与模型以后，能否把训练完成也影响方法设计","currentQuestion":"扩大数据与模型以后，能否把训练完成也影响方法设计","sourceSlides":[],"knowledgeBlock":null,"formulas":[],"previousBlock":"b-6041bd056e72fd7a77709976","nextBlock":"b-aebc423036a951c85a4f999e","prerequisites":[{"id":"b-daf4a03813fc2adff12d1bf0","url":"#b-daf4a03813fc2adff12d1bf0","role":"section-title"},{"id":"b-a1e84d2b60bbf61425cc7bc3","url":"#b-a1e84d2b60bbf61425cc7bc3","role":"problem-context"}],"relatedBlocks":[]},{"id":"b-aebc423036a951c85a4f999e","type":"p","scope":"document","url":"https://codingai-lec03.pages.dev/course/notebook-blocks/148c269fd9504033921b7fd7605ef3bc.html#b-aebc423036a951c85a4f999e","content":"[训练目标也在分配计算](/course/blocks/objective-and-compute-interface.html)解释这层接口。梯度归并、分片与通信的算例已集中到[第六讲：训练目标与资源账本](https://deepnote.com/project/2ff4b87b-2904-4b9c-b9e9-bdbd72962691/notebook/e2c2fce2f81b40d59356bfe7a63361b0?utm_source=openai&utm_medium=mcp&utm_campaign=openaimcp&utm_content=e2c2fce2f81b40d59356bfe7a63361b0&utm_term=get_notebook)。接下来继续问：同一幅图的两种观察，怎样构成一个可学习的训练题？","sha256":"7078a4a8969adefdd5884b55833df51bfcb716af6b48f9573975e6952011536c","chapter":{"id":"course","title":"扩大数据与模型以后，能否把训练完成也影响方法设计"},"unit":{"id":"notebook-blocks/148c269fd9504033921b7fd7605ef3bc","title":"扩大数据与模型以后，能否把训练完成也影响方法设计"},"page":{"id":"reading-opening","title":"扩大数据与模型以后，能否把训练完成也影响方法设计","number":1},"sectionTitle":"扩大数据与模型以后，能否把训练完成也影响方法设计","currentQuestion":"扩大数据与模型以后，能否把训练完成也影响方法设计","sourceSlides":[],"knowledgeBlock":null,"formulas":[],"previousBlock":"b-5502bd82e84c3bed6388d4b2","nextBlock":null,"prerequisites":[{"id":"b-daf4a03813fc2adff12d1bf0","url":"#b-daf4a03813fc2adff12d1bf0","role":"section-title"},{"id":"b-a1e84d2b60bbf61425cc7bc3","url":"#b-a1e84d2b60bbf61425cc7bc3","role":"problem-context"}],"relatedBlocks":[]}]}