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17 hoursfeat: timeline editor improvements - sticky ticks, grid, collapseskal
17 hoursdocs: Add CNN flatten mode technical analysisskal
17 hoursdocs: Update CNN comments and add bias fix summaryskal
17 hoursfix: CNN bias accumulation and output format improvementsskal
21 hoursfix: Release cached samplers before WGPU shutdownskal
22 hoursfix: Resolve WGPU threading crash in cnn_testskal
23 hoursupdate cnn codeskal
24 hoursrefactor: Use linspace(-1,1) directly for coordsskal
24 hoursfix: Compute gray from [0,1] RGB in CNN shader generatorskal
24 hoursfix: Register cnn_conv1x1 snippet and add verificationskal
28 hoursdocs: Sync GEMINI.md with CLAUDE.md structureskal
28 hoursdocs: Streamline auxiliary texture init doc for handoffskal
29 hoursfix: Use actual resolution in RotatingCubeEffectskal
29 hoursdocs: Update tech doc with Renderer3D initialization fixskal
29 hoursfix: Use initialized_ flag instead of ctx_.device checkskal
29 hoursfix: Complete auxiliary texture initialization fixskal
29 hoursdocs: Add auxiliary texture initialization tech docskal
29 hoursfix: Call resize() before init() to set dimensions firstskal
29 hoursrefactor: Use lazy initialization for auxiliary texturesskal
29 hoursfix: Resolve auxiliary texture resolution mismatch bugskal
29 hoursrefactor: Simplify effect render API and fix uniform initializationskal
30 hoursadd --save-intermediates to train.py and cnn_testskal
30 hoursfix: Move sigmoid activation to call site in CNN layer shaderskal
30 hoursfix: Replace clamp with sigmoid in CNN final layerskal
31 hoursfeat: Add early stopping to CNN trainingskal
31 hoursfix: CNN training/inference to match WGSL sliding windowskal
31 hoursformat .wgsl layer code (cosmetics)skal
32 hoursfix: Guard cnn_test build with STRIP_ALL checkskal
32 hoursrefactor: Modularize CMake build system into 10 specialized modulesskal
33 hoursfix: CNN test tool GPU readback with wgpuDevicePollskal
33 hoursdebug: Add shader load verification and GPU sync to CNN test toolskal
33 hoursfix: CNN test tool ping-pong bug and RGBA16Float intermediatesskal
33 hoursfeat: Add CNN shader testing tool with GPU texture readbackskal
40 hoursfix: Use patch-based inference to match CNN training distributionskal
40 hoursopt: Move invariant in1 calculation outside CNN convolution loopsskal
41 hoursopt: Vec4-optimize CNN convolution shaders for SIMDskal
42 hourschore: Update CNN architecture to 3×3×3 with new trained weightsskal
42 hoursdocs: Update CNN training documentation with patch extractionskal
42 hoursfeat: Add salient-point patch extraction for CNN trainingskal
43 hoursfix: Use ClampToEdge sampler for CNN to avoid edge wrappingskal
43 hoursfix: Correct UV coordinate computation to match PyTorch linspaceskal
43 hoursfix: Add clamp to CNN final layer to match PyTorch trainingskal
43 hoursfix: PostProcessHelperTest signature and fixture sharingskal
43 hoursrefactor: Optimize CNN grayscale computationskal
44 hoursupdate train_cnn.py and shaderskal
44 hoursdocs: Add inference mode to training documentationskal
45 hoursfeat: Add inference mode to train_cnn.py for ground truth generationskal
45 hoursfix: CNN training normalization pipeline consistencyskal
45 hoursudpate CNN shader code.skal
46 hoursfeat: Add --shader-only option to convert_shadertoy.pyskal