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8 hoursReplace hard clamp with sigmoid activation in CNN v2skal
9 hoursFix --mix option: blend prev layer with static p4-p7, not p0-p3skal
11 hoursCNN v2: Alpha channel depth handling and layer visualizationskal
17 hoursCNN v2: Fix WebGPU validation error in uniform buffer alignmentskal
17 hoursCNN v2: Change feature #6 from sin(10*x) to sin(20*y)skal
17 hoursCNN v2: Add TODO for flexible feature layout in binary format v3skal
17 hoursCNN v2: Add mip-level support to runtime effectskal
20 hoursAdd shader snippet test assets to fix test_shader_composerskal
20 hoursAdd test asset support with STRIP_ALL guardsskal
21 hoursAdd pop-punk drum track from documented sequenceskal
21 hoursCNNv2Effect: Document per-layer kernel sizes supportskal
21 hoursCNN v2: Refactor to uniform 12D→4D architectureskal
25 hoursRemediation: Implement shared common/shaders/ directoryskal
25 hoursUpdate workspace.cfg for new directory structureskal
25 hoursAdd weights/ subdirectory to workspaces for CNN training outputsskal
25 hoursRefactor: Reorganize workspaces and remove assets/ directoryskal
26 hoursRefactor: Move application entry points to src/app/skal
43 hourstest_demo: Add beat-synchronized CNN post-processing with version selectionskal
45 hoursTimeline editor: CPU load visualization + UX improvementsskal
46 hoursRefine training script output and validationskal
46 hoursTODO: 8-bit weight quantization for 2× size reductionskal
46 hoursCNN v2: storage buffer architecture foundationskal
46 hoursCNN v2: parametric static features - Phases 1-4skal
48 hourstimeline editor: quantize grid, drag fixes, hotkeysskal
2 dayscleanup: remove test-only files from main workspaceskal
2 daysfix: update shader files to use beat_phase instead of beatskal
2 daysfeat: implement beat-based timing systemskal
2 daysadd trained layersskal
2 daysdocs: Update CNN comments and add bias fix summaryskal
2 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
3 daysopt: Move invariant in1 calculation outside CNN convolution loopsskal
3 daysopt: Vec4-optimize CNN convolution shaders for SIMDskal
3 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