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30 hoursfix: Resolve WGPU threading crash in cnn_testskal
32 hoursupdate cnn codeskal
33 hoursrefactor: Use linspace(-1,1) directly for coordsskal
33 hoursfix: Compute gray from [0,1] RGB in CNN shader generatorskal
33 hoursfix: Register cnn_conv1x1 snippet and add verificationskal
37 hoursdocs: Sync GEMINI.md with CLAUDE.md structureskal
37 hoursdocs: Streamline auxiliary texture init doc for handoffskal
37 hoursfix: Use actual resolution in RotatingCubeEffectskal
37 hoursdocs: Update tech doc with Renderer3D initialization fixskal
37 hoursfix: Use initialized_ flag instead of ctx_.device checkskal
37 hoursfix: Complete auxiliary texture initialization fixskal
37 hoursdocs: Add auxiliary texture initialization tech docskal
37 hoursfix: Call resize() before init() to set dimensions firstskal
38 hoursrefactor: Use lazy initialization for auxiliary texturesskal
38 hoursfix: Resolve auxiliary texture resolution mismatch bugskal
38 hoursrefactor: Simplify effect render API and fix uniform initializationskal
39 hoursadd --save-intermediates to train.py and cnn_testskal
39 hoursfix: Move sigmoid activation to call site in CNN layer shaderskal
39 hoursfix: Replace clamp with sigmoid in CNN final layerskal
40 hoursfeat: Add early stopping to CNN trainingskal
40 hoursfix: CNN training/inference to match WGSL sliding windowskal
40 hoursformat .wgsl layer code (cosmetics)skal
41 hoursfix: Guard cnn_test build with STRIP_ALL checkskal
41 hoursrefactor: Modularize CMake build system into 10 specialized modulesskal
42 hoursfix: CNN test tool GPU readback with wgpuDevicePollskal
42 hoursdebug: Add shader load verification and GPU sync to CNN test toolskal
42 hoursfix: CNN test tool ping-pong bug and RGBA16Float intermediatesskal
42 hoursfeat: Add CNN shader testing tool with GPU texture readbackskal
2 daysfix: Use patch-based inference to match CNN training distributionskal
2 daysopt: Move invariant in1 calculation outside CNN convolution loopsskal
2 daysopt: Vec4-optimize CNN convolution shaders for SIMDskal
2 dayschore: Update CNN architecture to 3×3×3 with new trained weightsskal
2 daysdocs: Update CNN training documentation with patch extractionskal
2 daysfeat: Add salient-point patch extraction for CNN trainingskal
2 daysfix: Use ClampToEdge sampler for CNN to avoid edge wrappingskal
2 daysfix: Correct UV coordinate computation to match PyTorch linspaceskal
2 daysfix: Add clamp to CNN final layer to match PyTorch trainingskal
2 daysfix: PostProcessHelperTest signature and fixture sharingskal
2 daysrefactor: Optimize CNN grayscale computationskal
2 daysupdate train_cnn.py and shaderskal
2 daysdocs: Add inference mode to training documentationskal
2 daysfeat: Add inference mode to train_cnn.py for ground truth generationskal
2 daysfix: CNN training normalization pipeline consistencyskal
2 daysudpate CNN shader code.skal
2 daysfeat: Add --shader-only option to convert_shadertoy.pyskal
2 daysrefactor: Optimize CNN normalization to eliminate redundant conversionsskal
2 daysupdate timeline.seqskal
2 daysfix: Flip Y-axis to match ShaderToy coordinate conventionskal
2 daysrefactor: Improve convert_shadertoy.py to generate compile-ready codeskal
2 daysfeat: Add Scene1 effect from ShaderToy (raymarching cube & sphere)skal