flykhan
2536c937e3
翻译自英文原版 maths-cs-ai-compendium，共 20 章全部完成。 第01章 向量 | 第02章 矩阵 | 第03章 微积分 第04章 统计学 | 第05章 概率论 | 第06章 机器学习 第07章 计算语言学 | 第08章 计算机视觉 | 第09章 音频与语音 第10章 多模态学习 | 第11章 自主系统 | 第12章 图神经网络 第13章 计算与操作系统 | 第14章 数据结构与算法 第15章 生产级软件工程 | 第16章 SIMD与GPU编程 第17章 AI推理 | 第18章 ML系统设计 第19章 应用人工智能 | 第20章 前沿人工智能 翻译说明： - 所有数学公式 $...$ / $$...$$、代码块、图片引用完整保留 - mkdocs.yml 配置中文导航 + language: zh - README.md 已翻译为中文（兼 docs/index.md） - docs/ 目录包含指向各章文件的 symlink - 约 29,000 行中文内容，排除 .cache/ 构建缓存
72 lines
6.7 KiB
XML
72 lines
6.7 KiB
XML
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<text x="350" y="22" fill="#333" font-size="14" font-weight="bold" text-anchor="middle">EfficientNet: Compound Scaling</text>
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<text x="90" y="200" fill="#3498db" font-size="8" text-anchor="middle">d layers</text>
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<text x="90" y="212" fill="#3498db" font-size="8" text-anchor="middle">w channels</text>
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<text x="90" y="224" fill="#3498db" font-size="8" text-anchor="middle">r resolution</text>
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<!-- Width scaling -->
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<text x="225" y="200" fill="#e74c3c" font-size="8" text-anchor="middle">More channels</text>
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<!-- Depth scaling -->
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<text x="355" y="55" fill="#27ae60" font-size="10" text-anchor="middle" font-weight="bold">Depth (d)</text>
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<text x="355" y="212" fill="#27ae60" font-size="8" text-anchor="middle">More layers</text>
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<!-- Resolution scaling -->
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<text x="480" y="212" fill="#f39c12" font-size="8" text-anchor="middle">Higher resolution</text>
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<!-- Compound scaling -->
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<text x="620" y="222" fill="#9b59b6" font-size="8" text-anchor="middle">All three scaled together</text>
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<text x="350" y="255" fill="#333" font-size="9" text-anchor="middle">d = α^φ, w = β^φ, r = γ^φ subject to α·β²·γ² ≈ 2</text>
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<text x="350" y="269" fill="#666" font-size="9" text-anchor="middle">Scaling all dimensions together is more effective than scaling any single one.</text>
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