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