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DBN article addition
🤖 AI Article Review👍 Acceptable article with room for enhancement. Overall Score: 6.5/10 📄 Files Reviewed: 2 SummaryScore: 6.5/10 💡 Key Suggestions
🔍 Technical Accuracy NotesMulti-file review completed for 2 articles. This review was generated by AI. Please use it as guidance alongside human review. @eduard-balamatiuc - Your article review is complete (6.5/10). Please review the suggestions for improvements. 👍📝 |
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Bug: Double Softmax Causes Training Issues
The DBN classifier incorrectly applies nn.Softmax to its output. Since nn.CrossEntropyLoss, used for training, expects raw logits and applies softmax internally, this results in a double application of the softmax function. This leads to incorrect loss computation, numerical instability, and suboptimal training performance. The nn.Softmax(dim=1) layer should be removed from the classifier.
article-deep_belief_network/src/dbn_implementation.py#L186-L190
articles/article-deep_belief_network/src/dbn_implementation.py
Lines 186 to 190 in 81bfb7b
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