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25 hoursCNN v2: Fix WebGPU validation error in uniform buffer alignmentskal
25 hoursCNN v2: Change feature #6 from sin(10*x) to sin(20*y)skal
25 hoursCNN v2: Add TODO for flexible feature layout in binary format v3skal
26 hoursCNN v2: Add mip-level support to runtime effectskal
29 hoursAdd pop-punk drum track from documented sequenceskal
30 hoursCNNv2Effect: Document per-layer kernel sizes supportskal
30 hoursCNN v2: Refactor to uniform 12D→4D architectureskal
34 hoursRemediation: Implement shared common/shaders/ directoryskal
34 hoursUpdate workspace.cfg for new directory structureskal
34 hoursAdd weights/ subdirectory to workspaces for CNN training outputsskal
34 hoursRefactor: Reorganize workspaces and remove assets/ directoryskal
34 hoursRefactor: Move application entry points to src/app/skal
2 daystest_demo: Add beat-synchronized CNN post-processing with version selectionskal
2 daysTimeline editor: CPU load visualization + UX improvementsskal
2 daysRefine training script output and validationskal
2 daysTODO: 8-bit weight quantization for 2× size reductionskal
2 daysCNN v2: storage buffer architecture foundationskal
2 daysCNN v2: parametric static features - Phases 1-4skal
2 dayscleanup: remove test-only files from main workspaceskal
3 daysfix: update shader files to use beat_phase instead of beatskal
3 daysfeat: implement beat-based timing systemskal
3 daysadd trained layersskal
3 daysdocs: Update CNN comments and add bias fix summaryskal
3 daysfix: CNN bias accumulation and output format improvementsskal
3 daysupdate cnn codeskal
3 daysfix: Register cnn_conv1x1 snippet and add verificationskal
3 daysfix: Move sigmoid activation to call site in CNN layer shaderskal
3 daysfix: Replace clamp with sigmoid in CNN final layerskal
3 daysformat .wgsl layer code (cosmetics)skal
4 daysopt: Move invariant in1 calculation outside CNN convolution loopsskal
4 daysopt: Vec4-optimize CNN convolution shaders for SIMDskal
4 dayschore: Update CNN architecture to 3×3×3 with new trained weightsskal
4 daysfix: Correct UV coordinate computation to match PyTorch linspaceskal
4 daysfix: Add clamp to CNN final layer to match PyTorch trainingskal
4 daysrefactor: Optimize CNN grayscale computationskal
4 daysupdate train_cnn.py and shaderskal
4 daysfix: CNN training normalization pipeline consistencyskal
4 daysudpate CNN shader code.skal
4 daysrefactor: Optimize CNN normalization to eliminate redundant conversionsskal
4 daysupdate timeline.seqskal
4 daysfix: Flip Y-axis to match ShaderToy coordinate conventionskal
4 daysfeat: Add Scene1 effect from ShaderToy (raymarching cube & sphere)skal
4 dayschore: Remove incomplete CubeSphere effectskal
4 daysdocs: Fix EFFECT keyword syntax and add automation-friendly workflowskal
4 daysfix: Support variable kernel sizes in CNN layer generationskal
4 daysfeat: CNN RGBD→grayscale with 7-channel augmented inputskal
4 daysudpateskal
4 daysupdate timelineskal
4 daysfix: Resolve CNN effect black screen bug (framebuffer capture + uniforms)skal
4 daysfeat: Add multi-layer CNN support with framebuffer capture and blend controlskal