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Runtime error
| "use client"; | |
| import React from 'react'; | |
| import { Card, CardContent, CardHeader, CardTitle } from "@/components/ui/card"; | |
| import { CircuitBoard, Zap, Shield, Atom } from "lucide-react"; | |
| export default function ModelSummary() { | |
| return ( | |
| <Card className="bg-card/80 backdrop-blur-sm"> | |
| <CardHeader> | |
| <CardTitle className="font-headline">Model Architecture Key Features</CardTitle> | |
| </CardHeader> | |
| <CardContent> | |
| <div className="space-y-6"> | |
| <div className="flex items-start gap-4"> | |
| <div className="p-2 bg-primary/10 rounded-md"> | |
| <CircuitBoard className="h-6 w-6 text-primary" /> | |
| </div> | |
| <div> | |
| <h3 className="font-semibold text-accent-foreground">Network Structure</h3> | |
| <p className="text-sm text-muted-foreground mt-1"> | |
| Convolutional backbone with 4 conv layers (64-128-256-512 channels) and 3 fully connected layers (2048-512-10). Employs GELU activations and SE Blocks for dynamic feature recalibration. | |
| </p> | |
| </div> | |
| </div> | |
| <div className="flex items-start gap-4"> | |
| <div className="p-2 bg-primary/10 rounded-md"> | |
| <Zap className="h-6 w-6 text-primary" /> | |
| </div> | |
| <div> | |
| <h3 className="font-semibold text-accent-foreground">ZPE Flow Layers</h3> | |
| <p className="text-sm text-muted-foreground mt-1"> | |
| Zero-Point Energy flow applied after each major block, featuring tunable momentum, strength, noise, and coupling parameters for adaptive network modulation. | |
| </p> | |
| </div> | |
| </div> | |
| <div className="flex items-start gap-4"> | |
| <div className="p-2 bg-primary/10 rounded-md"> | |
| <Shield className="h-6 w-6 text-primary" /> | |
| </div> | |
| <div> | |
| <h3 className="font-semibold text-accent-foreground">Advanced Regularization</h3> | |
| <p className="text-sm text-muted-foreground mt-1"> | |
| Integrates skip connections for improved gradient flow, dropout (0.05-0.25), and label smoothing (0.03) to enhance generalization and prevent overfitting. | |
| </p> | |
| </div> | |
| </div> | |
| <div className="flex items-start gap-4"> | |
| <div className="p-2 bg-primary/10 rounded-md"> | |
| <Atom className="h-6 w-6 text-primary" /> | |
| </div> | |
| <div> | |
| <h3 className="font-semibold text-accent-foreground">Quantum Integration</h3> | |
| <p className="text-sm text-muted-foreground mt-1"> | |
| Strategic quantum noise injection, simulated via a 32-qubit circuit, primarily targets the 4th convolutional layer to enhance feature representation at high complexity stages. | |
| </p> | |
| </div> | |
| </div> | |
| </div> | |
| </CardContent> | |
| </Card> | |
| ); | |
| } | |