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10 hoursTimeline editor: CPU load visualization + UX improvementsskal
11 hoursRefine training script output and validationskal
11 hoursTODO: 8-bit weight quantization for 2× size reductionskal
11 hoursCNN v2: storage buffer architecture foundationskal
12 hoursCNN v2: parametric static features - Phases 1-4skal
13 hourstimeline editor: quantize grid, drag fixes, hotkeysskal
14 hourscleanup: remove test-only files from main workspaceskal
23 hoursfix: update shader files to use beat_phase instead of beatskal
23 hoursfeat: implement beat-based timing systemskal
23 hoursadd trained layersskal
24 hoursdocs: Update CNN comments and add bias fix summaryskal
24 hoursfix: CNN bias accumulation and output format improvementsskal
30 hoursupdate cnn codeskal
31 hoursfix: Register cnn_conv1x1 snippet and add verificationskal
37 hoursfix: Move sigmoid activation to call site in CNN layer shaderskal
37 hoursfix: Replace clamp with sigmoid in CNN final layerskal
38 hoursformat .wgsl layer code (cosmetics)skal
47 hoursopt: 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
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
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