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Training CNEP with different LR & Warmup

Setup: 1. Sentence-Transformer pretrained as encoder for MIMIC-III Clinical Notes, 2. LSTMCNN + Dense Layer pretrained on MIMIC-III/Readmission (w/o Clinical Notes) as encoder for Events and charts data
Created on December 12|Last edited on December 12

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Loss and Training




Validation


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Sample of Logits per Events Data/Train Dataset after 45 epochs
Sample of Logits per Events Data/Eval Dataset after 45 epochs
Logits per Events Data/Full Evaluation Dataset after 45 epochs