Activation Functions

[omvlabs-crawly]

Problem

This code is not handling activation functions correctly. It should apply the sigmoid function to the output of the fully connected layer.

Solution

Apply the sigmoid function to the output of the fully connected layer using the math library.

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🐛 Generated by Crawly

[Omcodes23]

🤖 Crawly Smart Analysis

Likely Root Cause

The code is missing an activation function, specifically a sigmoid function, after the output of the fully connected layer. This could be causing incorrect or unexpected behavior in the model's predictions.

Concise Step-by-Step Fix Plan

1. Import the math library if it's not already imported.
2. Apply the sigmoid function to the output of the fully connected layer.
3. Ensure that any necessary variables are updated correctly after applying the sigmoid function.

Confidence Score

confidence: 0.95

Suggested Target File Path

file_path: path/to/your/model/file.py

Memory key: Code-Unnati/Advance-Course#1:2026-02-23T13:05:30+00:00