68 lines
4.8 KiB
XML
68 lines
4.8 KiB
XML
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<text x="350" y="22" fill="#333" font-size="14" font-weight="bold" text-anchor="middle">Inception Module: Multi-Scale Parallel Convolutions</text>
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<!-- Input feature map -->
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<rect x="270" y="40" width="160" height="30" rx="4" fill="#ecf0f1" stroke="#999" stroke-width="1.5"/>
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<text x="350" y="60" fill="#333" font-size="10" text-anchor="middle" font-weight="bold">Previous Layer</text>
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<!-- Arrows down from input to four branches -->
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<line x1="290" y1="70" x2="290" y2="95" stroke="#555" stroke-width="1.2" marker-end="url(#inc-arrow)"/>
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<line x1="430" y1="70" x2="430" y2="95" stroke="#555" stroke-width="1.2" marker-end="url(#inc-arrow)"/>
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<line x1="570" y1="70" x2="570" y2="95" stroke="#555" stroke-width="1.2" marker-end="url(#inc-arrow)"/>
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<!-- Horizontal line connecting to input -->
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<line x1="130" y1="70" x2="570" y2="70" stroke="#555" stroke-width="1.2"/>
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<line x1="350" y1="70" x2="350" y2="70" stroke="#555" stroke-width="1.2"/>
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<!-- Branch 1: 1x1 conv -->
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<rect x="85" y="100" width="90" height="35" rx="6" fill="#3498db" opacity="0.15" stroke="#3498db" stroke-width="1.5"/>
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<text x="130" y="122" fill="#3498db" font-size="10" text-anchor="middle" font-weight="bold">1×1 conv</text>
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<!-- Branch 2: 1x1 bottleneck → 3x3 conv -->
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<rect x="245" y="100" width="90" height="28" rx="6" fill="#f39c12" opacity="0.15" stroke="#f39c12" stroke-width="1.5"/>
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<text x="290" y="118" fill="#f39c12" font-size="9" text-anchor="middle" font-weight="bold">1×1 conv</text>
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<line x1="290" y1="128" x2="290" y2="145" stroke="#555" stroke-width="1.2" marker-end="url(#inc-arrow)"/>
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<rect x="245" y="150" width="90" height="28" rx="6" fill="#f39c12" opacity="0.25" stroke="#f39c12" stroke-width="1.5"/>
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<text x="290" y="168" fill="#f39c12" font-size="9" text-anchor="middle" font-weight="bold">3×3 conv</text>
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<!-- Branch 3: 1x1 bottleneck → 5x5 conv -->
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<text x="430" y="118" fill="#27ae60" font-size="9" text-anchor="middle" font-weight="bold">1×1 conv</text>
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<line x1="430" y1="128" x2="430" y2="145" stroke="#555" stroke-width="1.2" marker-end="url(#inc-arrow)"/>
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<rect x="385" y="150" width="90" height="28" rx="6" fill="#27ae60" opacity="0.25" stroke="#27ae60" stroke-width="1.5"/>
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<text x="430" y="168" fill="#27ae60" font-size="9" text-anchor="middle" font-weight="bold">5×5 conv</text>
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<!-- Branch 4: 3x3 max pool → 1x1 conv -->
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<rect x="525" y="100" width="90" height="28" rx="6" fill="#e74c3c" opacity="0.15" stroke="#e74c3c" stroke-width="1.5"/>
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<text x="570" y="118" fill="#e74c3c" font-size="9" text-anchor="middle" font-weight="bold">3×3 pool</text>
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<line x1="570" y1="128" x2="570" y2="145" stroke="#555" stroke-width="1.2" marker-end="url(#inc-arrow)"/>
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<rect x="525" y="150" width="90" height="28" rx="6" fill="#e74c3c" opacity="0.25" stroke="#e74c3c" stroke-width="1.5"/>
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<text x="570" y="168" fill="#e74c3c" font-size="9" text-anchor="middle" font-weight="bold">1×1 conv</text>
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<!-- Extend branch 1 down to align with others -->
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<line x1="130" y1="135" x2="130" y2="178" stroke="#3498db" stroke-width="1" stroke-dasharray="3,2"/>
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<!-- Arrows from branches to concat -->
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<line x1="290" y1="178" x2="290" y2="205" stroke="#555" stroke-width="1.2" marker-end="url(#inc-arrow)"/>
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<line x1="430" y1="178" x2="430" y2="205" stroke="#555" stroke-width="1.2" marker-end="url(#inc-arrow)"/>
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<line x1="570" y1="178" x2="570" y2="205" stroke="#555" stroke-width="1.2" marker-end="url(#inc-arrow)"/>
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<!-- Horizontal line merging to concat -->
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<line x1="130" y1="205" x2="570" y2="205" stroke="#555" stroke-width="1.2"/>
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<!-- Concat box -->
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<line x1="350" y1="205" x2="350" y2="218" stroke="#555" stroke-width="1.2" marker-end="url(#inc-arrow)"/>
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<rect x="260" y="222" width="180" height="30" rx="6" fill="#9b59b6" opacity="0.15" stroke="#9b59b6" stroke-width="2"/>
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<text x="350" y="242" fill="#9b59b6" font-size="11" text-anchor="middle" font-weight="bold">Concatenate (channel dim)</text>
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<!-- Bottom note -->
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<rect x="100" y="265" width="500" height="25" rx="4" fill="#f5f5f5" stroke="#333" stroke-width="1"/>
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<text x="350" y="282" fill="#666" font-size="9" text-anchor="middle">1×1 bottlenecks reduce channels before expensive 3×3/5×5 convolutions, cutting computation dramatically.</text>
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</svg>
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