<?xml version="1.0" encoding="UTF-8"?>
<urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9">
  <url>
    <loc>https://lean.brettkoonce.com/</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>weekly</changefreq>
    <priority>1.0</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/blueprint.pdf</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.9</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/blueprint/</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/blueprint/app-data.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/blueprint/app-getting_started.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/blueprint/app-verification.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/blueprint/chap-attention.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/blueprint/chap-bestiary.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/blueprint/chap-bn.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/blueprint/chap-cnn.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/blueprint/chap-depthwise.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/blueprint/chap-layernorm.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/blueprint/chap-mlp.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/blueprint/chap-residual.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/blueprint/chap-se.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/blueprint/chap-tensor.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/blueprint/dep_graph_document.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/blueprint/sect0001.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/blueprint/sect0002.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/blueprint/sect0003.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/blueprint/sect0004.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/blueprint/sect0005.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>weekly</changefreq>
    <priority>0.8</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Cam.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Ddpm.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/E4M3Quant.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/F32Array.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/GradcheckHelpers.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/IreeRuntime.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/MlirCodegen.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Architectures/Attention.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Architectures/BatchNorm.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Architectures/CNN.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Architectures/ChannelLNBack.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Architectures/Depthwise.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Architectures/DepthwiseBackCertifiedTie.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Architectures/LayerNorm.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Architectures/MaxPool3s2.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Architectures/Residual.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Architectures/SE.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Certificates/LipschitzCert.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Certificates/LipschitzCertFloat.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Certificates/LipschitzCertInstance.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Certificates/LipschitzCertPairSDP.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Certificates/LipschitzCertScorecard.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Certificates/LipschitzCertScorecardSDP.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Certificates/LipschitzCertScorecardSDPUncon.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Certificates/SmoothingCP.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Certificates/SmoothingCPScorecard.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Certificates/SmoothingDecChunk1.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Certificates/SmoothingDecChunk2.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Certificates/SmoothingDecChunk3.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Certificates/SmoothingDecChunk4.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Certificates/SmoothingDecChunk5.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Certificates/SmoothingDecChunk6.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Certificates/SmoothingDecScorecard.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Certificates/SmoothingGaussian.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Certificates/SmoothingMC.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Certificates/SmoothingNetSemantics.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Certificates/SmoothingNetWitness.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Certificates/SmoothingPhiBounds.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Codegen/AdamStep.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Codegen/CnnRender.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Codegen/ConvNeXtRender.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Codegen/ConvNeXtRenderB.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Codegen/DropPath.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Codegen/EfficientNetRender.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Codegen/EfficientNetRenderPC.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Codegen/EfficientNetRenderPCEval.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Codegen/GradClip.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Codegen/Lamb.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Codegen/LambTriple.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Codegen/MatBridge.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Codegen/MlpRender.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Codegen/MobileNetV2RenderB.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Codegen/MobileNetV2RenderPC.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Codegen/MobileNetV2RenderPCEval.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Codegen/MobileNetV4RenderB.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Codegen/ResNet34RenderB.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Codegen/ResNet50RenderB.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Codegen/RmsPropStep.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Codegen/SgdMomentumStep.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Codegen/StableHLO.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Codegen/StableHLOLex.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Codegen/StableHLOParse.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Codegen/SyncBnSites.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Codegen/ViTRender.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Codegen/ViTRenderB.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Float/Bf16Fold.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Float/Binary32Instance.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Float/BnFloatBridge.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Float/BnInputBridge.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Float/ConvMixedComposeBridge.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Float/ConvMixedFloatBridge.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Float/DepthwiseFloatBridge.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Float/DepthwiseMixedFloatBridge.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Float/E4M3Fold.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Float/FloatBridge.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Float/FloatComposeBridge.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Float/FloatSubnormalBridge.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Float/ResNet34BlockBridge.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Float/ResNet34FloatBridge.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Foundation/BackNetFolds.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Foundation/BackwardMaps.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Foundation/BatchMapVJPAt.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Foundation/BceLossCot.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Foundation/Bf16GradNodes.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Foundation/CertifiedChain.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Foundation/CrownBound.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Foundation/DataParallel.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Foundation/DataParallelNode.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Foundation/DataParallelSync.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Foundation/DataParallelSyncBf16.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Foundation/EvenKernelConvBack.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Foundation/IR.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Foundation/IntervalBound.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Foundation/IntervalBoundConv.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Foundation/ListDot.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Foundation/MLP.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Foundation/MuonGeometry.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Foundation/MuonNewtonSchulz.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Foundation/OpaquePrefix.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Foundation/PerChannelBN.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Foundation/SmoothedLossCot.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Foundation/SpecVJP.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Foundation/StridedConv.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Foundation/Tensor.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Foundation/UpstreamDraft.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/ConvNeXt/ConvNeXt.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/ConvNeXt/ConvNeXtBackB0.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/ConvNeXt/ConvNeXtBackCertifiedTie.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/ConvNeXt/ConvNeXtBackChains.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/ConvNeXt/ConvNeXtChainClose.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/ConvNeXt/ConvNeXtChannelLN.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/ConvNeXt/ConvNeXtFold.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/ConvNeXt/ConvNeXtFoldG.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/ConvNeXt/ConvNeXtFoldGB.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/ConvNeXt/ConvNeXtFullT.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/ConvNeXt/ConvNeXtStepTie.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/ConvNeXt/ConvNeXtStepTieGB.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/ConvNeXt/ConvNeXtWholeBackCertifiedTie.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/ConvNeXt/ConvNeXtWholeBackCertifiedTieB.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/EfficientNet/EfficientNet.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/EfficientNet/EfficientNetBackB0.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/EfficientNet/EfficientNetBackChains.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/EfficientNet/EfficientNetBackNet.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/EfficientNet/EfficientNetChainClose.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/EfficientNet/EfficientNetFold.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/EfficientNet/EfficientNetFoldG.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/EfficientNet/EfficientNetFullB0.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/EfficientNet/EfficientNetFullB0Eval.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/EfficientNet/EfficientNetFullWholeBackCertifiedTie.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/EfficientNet/EfficientNetStepTie.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/EfficientNet/EfficientNetStepTieG.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/EfficientNet/EfficientNetSyncB.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/EfficientNet/EfficientNetSyncStepTieG.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/EfficientNet/EfficientNetWholeBackCertifiedTie.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/EfficientNet/MBConvSyncTieB.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/MobileNet/MobileNetBackChains.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/MobileNet/MobileNetV2.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/MobileNet/MobileNetV2BackB0.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/MobileNet/MobileNetV2BackCertifiedTie.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/MobileNet/MobileNetV2Close.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/MobileNet/MobileNetV2Fold.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/MobileNet/MobileNetV2FoldPaperG.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/MobileNet/MobileNetV2FullB.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/MobileNet/MobileNetV2FullBSeal.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/MobileNet/MobileNetV2FullBVJP.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/MobileNet/MobileNetV2FullPaper.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/MobileNet/MobileNetV2FullPaperEval.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/MobileNet/MobileNetV2FullVJP.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/MobileNet/MobileNetV2StepTieB.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/MobileNet/MobileNetV2SyncB.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/MobileNet/MobileNetV2SyncStepTieB.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/MobileNet/MobileNetV2WholeBackCertifiedTie.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/MobileNet/MobileNetV2WholeBackCertifiedTieB.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/MobileNet/MobileNetV4BackB0.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/MobileNet/MobileNetV4FullB.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/MobileNet/MobileNetV4FullBSeal.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/MobileNet/MobileNetV4FullBVJP.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/MobileNet/MobileNetV4StepTieB.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/MobileNet/MobileNetV4SyncB.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/MobileNet/MobileNetV4SyncStepTieB.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/MobileNet/MobileNetV4WholeBackCertifiedTieB.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/ResNet/ResNet34.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/ResNet/ResNet34BackB0.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/ResNet/ResNet34BackCertifiedTie.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/ResNet/ResNet34BackCertifiedTieB.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/ResNet/ResNet34Fold.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/ResNet/ResNet34FoldB.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/ResNet/ResNet34FullB.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/ResNet/ResNet34FullBSeal.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/ResNet/ResNet34FullBVJP.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/ResNet/ResNet34StepTieB.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/ResNet/ResNet34SyncB.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/ResNet/ResNet34SyncStepTieB.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/ResNet/ResNet50BackB0.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/ResNet/ResNet50FullB.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/ResNet/ResNet50FullBSeal.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/ResNet/ResNet50FullBVJP.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/ResNet/ResNet50StepTieB.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/ResNet/ResNet50SyncB.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/ResNet/ResNet50SyncStepTieB.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/ResNet/ResNet50WholeBackCertifiedTieB.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/ResNet/ResNetBackChains.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/Small/Cifar8BnStepTie.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/Small/Cifar8Fold.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/Small/Cifar8StepTie.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/Small/CifarBnClose.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/Small/CifarBnFold.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/Small/CifarCNN.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/Small/CifarFold.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/Small/CnnChainClose.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/Small/CnnFold.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/Small/CnnTrainStep.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/Small/LinearFold.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/Small/LinearTrainStep.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/Small/MlpCanonical.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/Small/MlpFold.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/Small/MlpTrainStep.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/Small/MnistCNN.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/ViT/ViTBackB0.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/ViT/ViTBackChains.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/ViT/ViTBackNet.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/ViT/ViTChainClose.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/ViT/ViTClose.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/ViT/ViTDepthK.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/ViT/ViTFold.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/ViT/ViTFoldG.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/ViT/ViTFoldGB.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/ViT/ViTFwdGraph.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/ViT/ViTMhsaBackCertifiedTie.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/ViT/ViTMultiHead.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/ViT/ViTMultiHeadChain.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/ViT/ViTStepTie.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/ViT/ViTStepTieGB.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/ViT/ViTVecLN.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/ViT/ViTVecLNBackCertifiedTie.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/ViT/ViTWholeBackCertifiedTie.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Nets/ViT/ViTWholeBackCertifiedTieB.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Training/BatchSealKit.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Training/JacobianSeal.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Training/SgdDescent.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Training/SgdDescentCifar.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Training/SgdDescentCnn.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Training/SgdDescentLinear.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Training/SgdDescentMlp.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Training/TrainedCnnSeal.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Training/TrainedCnnWitness.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Training/TrainedLinearDescent.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Proofs/Training/TrainedMlpWitness.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Spec.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/SpecHelpers.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Train.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/Types.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/VerifiedNets.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/VerifiedSpec.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/VerifiedTrain.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
  <url>
    <loc>https://lean.brettkoonce.com/docs/LeanMlir/ViTRender.html</loc>
    <lastmod>2026-09-22</lastmod>
    <changefreq>monthly</changefreq>
    <priority>0.4</priority>
  </url>
</urlset>
