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18 hoursrefactor(gpu): Relocate effects to src/effects and streamline includesskal
19 hoursRefactor: add gpu_create_post_process_texture helperskal
20 hoursDocs: WGPU helper functions referenceskal
20 hoursRefactor: factorize common WGPU patterns into helper functionsskal
31 hoursUpdate docs: CNN v2 sigmoid activation summaryskal
31 hoursReplace hard clamp with sigmoid activation in CNN v2skal
31 hoursDocument CNN v2 training pipeline improvementsskal
32 hoursAdd --output-weights option to CNN v2 training pipelineskal
32 hoursFix CNN v2 static feature channel mapping (p4-p7 → channels 8-11)skal
32 hoursgen_identity_weights: Change --mix to 50-50 blendskal
32 hoursgen_identity_weights: Add --p47 option for static feature visualizationskal
32 hoursgen_identity_weights: Add --mix option for static feature blendingskal
33 hourscnn_test: --weights now overrides layer config from .bin fileskal
33 hoursCNN v2: Fix Layer 0 visualization scale (was 0.5, now 1.0)skal
33 hoursCNN v2: Add debugging tools for mismatch investigationskal
34 hoursCNN v2: Alpha channel depth handling and layer visualizationskal
35 hoursCNN v2 web tool: Document embedded default weightsskal
37 hoursCNN test tool: Add CNN v2 support with compute shader architectureskal
39 hoursCNN v2 training: Add --grayscale-loss option for luminance-based loss computa...skal
40 hoursCNN v2 training: Expose all parameters as CLI optionsskal
40 hoursCNN v2: Change feature #6 from sin(10*x) to sin(20*y)skal
40 hoursCNN v2: Add TODO for flexible feature layout in binary format v3skal
40 hoursDoc: Update CNN v2 docs for binary format v2 and mip-level supportskal
40 hoursDoc: Update HOWTO.md with --mip-level example for full pipelineskal
40 hoursCNN v2: Add --mip-level option for parametric featuresskal
40 hoursCNN v2 test tool: Refactoring and video loop supportskal
42 hoursCNN v2 web tool: Fix layer naming and visualization bugsskal
43 hoursDoc: Add tracker humanization and sample offset featuresskal
44 hoursDoc: Clarify CNN v2 training uses RGBA targetsskal
44 hoursCNN v2: Restore per-layer kernel sizes supportskal
44 hoursCNN v2: Refactor to uniform 12D→4D architectureskal
45 hoursCNN v2 Web Tool: Unify layer terminology and add binary format specskal
45 hoursCNN v2 Web Tool: Add layer/weight visualization with debug infrastructureskal
2 daysDocumentation: Update for file hierarchy reorganizationskal
2 daysInvestigation: Shader code reuse options analysisskal
3 daystest_demo: Add beat-synchronized CNN post-processing with version selectionskal
3 daysUpdate docs and help messages for CNN v2 completionskal
3 daysCNN v2: parametric static features - Phases 1-4skal
3 daysCNN v2: parametric static features - design docskal
3 daysremove some artefacts. update docs.skal
3 daysdocs: complete beat-based timing documentationskal
3 daysdocs: consolidate beat-based timing documentationskal
3 daysfeat: implement beat-based timing systemskal
3 daysdocs: Add CNN flatten mode technical analysisskal
3 daysdocs: Update CNN comments and add bias fix summaryskal
4 daysdocs: Streamline auxiliary texture init doc for handoffskal
4 daysdocs: Update tech doc with Renderer3D initialization fixskal
4 daysdocs: Add auxiliary texture initialization tech docskal
4 daysrefactor: Simplify effect render API and fix uniform initializationskal
4 daysfix: CNN training/inference to match WGSL sliding windowskal