CS5720 - Week 7
Slide 130 of 140

Interactive LSTM Demo

🎛️ LSTM Controls
Input Sequence
Learning Rate
0.01
Hidden Size
64
Forget Gate Bias
1.0
📊 LSTM Performance Metrics
Sequence Length
5
Total Parameters
16,640
Average Gate Activity
0.65
Memory Utilization
78%
Gradient Norm
0.42
Processing Time
0.12s
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Prepared by Dr. Gorkem Kar