What is Loss Function? Definition | AI Understanding

Tsanangudzo

Chinangwa chemasvomhu chinotaridza kukanganisa kwekufungidzira panguva yekudzidziswa.

Mashoko anoenderana

Kurasikirwa Kwekudzidzira

Iyo modhi yekukanganisa kukosha yakaverengerwa panguva yekudzidziswa uye yakagadziridzwa pasi nekufamba kwenguva.

Kurasikirwa kwemuchinjikwa-entropy

Chinhu chakafanana chinangwa chebasa rinoshandiswa kudzidzisa mhando dzemhando nekuranga zvingangoitika zvisirizvo.

Backpropagation

Iyo yakakosha kudzidziswa algorithm inogadziridza maremu emhando nekuparadzira zvikanganiso zvekufungidzira kumashure kuburikidza netiweki.

Iyo hyperparameter yekudzidzira inodzora kuti yakawanda sei paramita inoshandura nhanho yega yega yekuvandudza.

Kushandisa modhi yemutauro kuwana kana kuenzanisa zvinobuda kubva kune mamwe mamodheru panguva yekuongorora.

Chimiro chinowirirana chekukanganisa kana kusaruramisira mune data kana maitiro emuenzaniso.

Dzidza zvakawanda mumadhairekitori edu emahara

Focal Loss for Imbalanced Detection Triplet Loss and Metric Learning Signed Distance Functions Siamese Networks and Triplet Loss

Onawo

LoRA (Low-Rank Adaptation)Machine Learning (ML)Memory (Agent Memory)Large Language Model (LLM)Mixture of Experts (MoE)Latency Model Card Label Smoothing

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