Gradient Proof
![[D] Importance of Convergence Proof for Gradient Descent : MachineLearning](https://external-preview.redd.it/ccMS5IYuHa-ItIITEof-qt0-sHrjbleARS04hgwjjnU.jpg?auto=webp&s=0e14d49e88fdcddc6fa8aad8fc88c675bfd448ff "Gradient Proof")
![[논문 리뷰] PoGO: A Scalable Proof of Useful Work via Quantized Gradient ...](https://moonlight-paper-snapshot.s3.ap-northeast-2.amazonaws.com/arxiv/pogo-a-scalable-proof-of-useful-work-via-quantized-gradient-descent-and-merkle-proofs-4.png "Gradient Proof")
![Curl of a gradient = 0 [Proved] | Vector Calculus - YouTube](https://i.ytimg.com/vi/TEq-ZP7TrGM/maxresdefault.jpg?sqp=-oaymwEmCIAKENAF8quKqQMa8AEB-AH-CYAC0AWKAgwIABABGHIgPCg-MA8=&rs=AOn4CLD_Gljy3LBbNSbwwOJQBBs9XpRALQ "Gradient Proof")
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