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18 hoursTimeline editor: CPU load visualization + UX improvementsskal
18 hoursRefine training script output and validationskal
19 hoursTODO: 8-bit weight quantization for 2× size reductionskal
19 hoursCNN v2: storage buffer architecture foundationskal
19 hoursCNN v2: parametric static features - Phases 1-4skal
20 hourstimeline editor: quantize grid, drag fixes, hotkeysskal
21 hourscleanup: remove test-only files from main workspaceskal
30 hoursfix: update shader files to use beat_phase instead of beatskal
30 hoursfeat: implement beat-based timing systemskal
31 hoursadd trained layersskal
31 hoursdocs: Update CNN comments and add bias fix summaryskal
32 hoursfix: CNN bias accumulation and output format improvementsskal
37 hoursupdate cnn codeskal
39 hoursfix: Register cnn_conv1x1 snippet and add verificationskal
45 hoursfix: Move sigmoid activation to call site in CNN layer shaderskal
45 hoursfix: Replace clamp with sigmoid in CNN final layerskal
45 hoursformat .wgsl layer code (cosmetics)skal
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 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
3 daysupdate timeline.seqskal
3 daysfix: Flip Y-axis to match ShaderToy coordinate conventionskal
3 daysfeat: Add Scene1 effect from ShaderToy (raymarching cube & sphere)skal
3 dayschore: Remove incomplete CubeSphere effectskal
3 daysdocs: Fix EFFECT keyword syntax and add automation-friendly workflowskal
3 daysfix: Support variable kernel sizes in CNN layer generationskal
3 daysfeat: CNN RGBD→grayscale with 7-channel augmented inputskal
3 daysudpateskal
3 daysupdate timelineskal
3 daysfix: Resolve CNN effect black screen bug (framebuffer capture + uniforms)skal
3 daysfeat: Add multi-layer CNN support with framebuffer capture and blend controlskal
3 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