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2026-02-11fix: CNN bias accumulation and output format improvementsskal
2026-02-11fix: Release cached samplers before WGPU shutdownskal
2026-02-11fix: Resolve WGPU threading crash in cnn_testskal
2026-02-11update cnn codeskal
2026-02-11refactor: Use linspace(-1,1) directly for coordsskal
2026-02-11fix: Compute gray from [0,1] RGB in CNN shader generatorskal
2026-02-11fix: Register cnn_conv1x1 snippet and add verificationskal
2026-02-11docs: Sync GEMINI.md with CLAUDE.md structureskal
2026-02-11docs: Streamline auxiliary texture init doc for handoffskal
2026-02-11fix: Use actual resolution in RotatingCubeEffectskal
2026-02-11docs: Update tech doc with Renderer3D initialization fixskal
2026-02-11fix: Use initialized_ flag instead of ctx_.device checkskal
2026-02-11fix: Complete auxiliary texture initialization fixskal
2026-02-11docs: Add auxiliary texture initialization tech docskal
2026-02-11fix: Call resize() before init() to set dimensions firstskal
2026-02-11refactor: Use lazy initialization for auxiliary texturesskal
2026-02-11fix: Resolve auxiliary texture resolution mismatch bugskal
2026-02-11refactor: Simplify effect render API and fix uniform initializationskal
2026-02-11add --save-intermediates to train.py and cnn_testskal
2026-02-11fix: Move sigmoid activation to call site in CNN layer shaderskal
2026-02-11fix: Replace clamp with sigmoid in CNN final layerskal
2026-02-11feat: Add early stopping to CNN trainingskal
2026-02-11fix: CNN training/inference to match WGSL sliding windowskal
2026-02-11format .wgsl layer code (cosmetics)skal
2026-02-11fix: Guard cnn_test build with STRIP_ALL checkskal
2026-02-11refactor: Modularize CMake build system into 10 specialized modulesskal
2026-02-11fix: CNN test tool GPU readback with wgpuDevicePollskal
2026-02-11debug: Add shader load verification and GPU sync to CNN test toolskal
2026-02-11fix: CNN test tool ping-pong bug and RGBA16Float intermediatesskal
2026-02-11feat: Add CNN shader testing tool with GPU texture readbackskal
2026-02-11fix: Use patch-based inference to match CNN training distributionskal
2026-02-11opt: Move invariant in1 calculation outside CNN convolution loopsskal
2026-02-10opt: Vec4-optimize CNN convolution shaders for SIMDskal
2026-02-10chore: Update CNN architecture to 3×3×3 with new trained weightsskal
2026-02-10docs: Update CNN training documentation with patch extractionskal
2026-02-10feat: Add salient-point patch extraction for CNN trainingskal
2026-02-10fix: Use ClampToEdge sampler for CNN to avoid edge wrappingskal
2026-02-10fix: Correct UV coordinate computation to match PyTorch linspaceskal
2026-02-10fix: Add clamp to CNN final layer to match PyTorch trainingskal
2026-02-10fix: PostProcessHelperTest signature and fixture sharingskal
2026-02-10refactor: Optimize CNN grayscale computationskal
2026-02-10update train_cnn.py and shaderskal
2026-02-10docs: Add inference mode to training documentationskal
2026-02-10feat: Add inference mode to train_cnn.py for ground truth generationskal
2026-02-10fix: CNN training normalization pipeline consistencyskal
2026-02-10udpate CNN shader code.skal
2026-02-10feat: Add --shader-only option to convert_shadertoy.pyskal
2026-02-10refactor: Optimize CNN normalization to eliminate redundant conversionsskal
2026-02-10update timeline.seqskal
2026-02-10fix: Flip Y-axis to match ShaderToy coordinate conventionskal