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21 hoursfix: update shader files to use beat_phase instead of beatskal
21 hoursfeat: implement beat-based timing systemskal
21 hoursadd trained layersskal
22 hoursdocs: Update CNN comments and add bias fix summaryskal
22 hoursfix: CNN bias accumulation and output format improvementsskal
28 hoursupdate cnn codeskal
29 hoursfix: Register cnn_conv1x1 snippet and add verificationskal
35 hoursfix: Move sigmoid activation to call site in CNN layer shaderskal
35 hoursfix: Replace clamp with sigmoid in CNN final layerskal
36 hoursformat .wgsl layer code (cosmetics)skal
45 hoursopt: Move invariant in1 calculation outside CNN convolution loopsskal
46 hoursopt: Vec4-optimize CNN convolution shaders for SIMDskal
46 hourschore: Update CNN architecture to 3×3×3 with new trained weightsskal
2 daysfix: Correct UV coordinate computation to match PyTorch linspaceskal
2 daysfix: Add clamp to CNN final layer to match PyTorch trainingskal
2 daysrefactor: Optimize CNN grayscale computationskal
2 daysupdate train_cnn.py and shaderskal
2 daysfix: CNN training normalization pipeline consistencyskal
2 daysudpate CNN shader code.skal
2 daysrefactor: Optimize CNN normalization to eliminate redundant conversionsskal
2 daysupdate timeline.seqskal
2 daysfix: Flip Y-axis to match ShaderToy coordinate conventionskal
2 daysfeat: Add Scene1 effect from ShaderToy (raymarching cube & sphere)skal
2 dayschore: Remove incomplete CubeSphere effectskal
2 daysdocs: Fix EFFECT keyword syntax and add automation-friendly workflowskal
2 daysfix: Support variable kernel sizes in CNN layer generationskal
2 daysfeat: CNN RGBD→grayscale with 7-channel augmented inputskal
2 daysudpateskal
2 daysupdate timelineskal
2 daysfix: Resolve CNN effect black screen bug (framebuffer capture + uniforms)skal
2 daysfeat: Add multi-layer CNN support with framebuffer capture and blend controlskal
2 daysfeat: Add coordinate-aware CNN layer 0 for position-dependent stylizationskal
3 daysfeat: Add CNN post-processing effect with modular WGSL architectureskal
3 daysfix: Reduce default audio volumes to prevent clippingskal
3 daysfeat: Add workspace header comments to config filesskal
3 daysfeat: Implement workspace system (Task #77)skal