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19 hoursadd --save-intermediates to train.py and cnn_testskal
20 hoursfix: Move sigmoid activation to call site in CNN layer shaderskal
20 hoursfix: Replace clamp with sigmoid in CNN final layerskal
20 hoursfeat: Add early stopping to CNN trainingskal
20 hoursfix: CNN training/inference to match WGSL sliding windowskal
21 hoursformat .wgsl layer code (cosmetics)skal
22 hoursfix: Guard cnn_test build with STRIP_ALL checkskal
22 hoursrefactor: Modularize CMake build system into 10 specialized modulesskal
22 hoursfix: CNN test tool GPU readback with wgpuDevicePollskal
23 hoursdebug: Add shader load verification and GPU sync to CNN test toolskal
23 hoursfix: CNN test tool ping-pong bug and RGBA16Float intermediatesskal
23 hoursfeat: Add CNN shader testing tool with GPU texture readbackskal
29 hoursfix: Use patch-based inference to match CNN training distributionskal
29 hoursopt: Move invariant in1 calculation outside CNN convolution loopsskal
31 hoursopt: Vec4-optimize CNN convolution shaders for SIMDskal
31 hourschore: Update CNN architecture to 3×3×3 with new trained weightsskal
31 hoursdocs: Update CNN training documentation with patch extractionskal
31 hoursfeat: Add salient-point patch extraction for CNN trainingskal
33 hoursfix: Use ClampToEdge sampler for CNN to avoid edge wrappingskal
33 hoursfix: Correct UV coordinate computation to match PyTorch linspaceskal
33 hoursfix: Add clamp to CNN final layer to match PyTorch trainingskal
33 hoursfix: PostProcessHelperTest signature and fixture sharingskal
33 hoursrefactor: Optimize CNN grayscale computationskal
33 hoursupdate train_cnn.py and shaderskal
34 hoursdocs: Add inference mode to training documentationskal
34 hoursfeat: Add inference mode to train_cnn.py for ground truth generationskal
34 hoursfix: CNN training normalization pipeline consistencyskal
35 hoursudpate CNN shader code.skal
35 hoursfeat: Add --shader-only option to convert_shadertoy.pyskal
35 hoursrefactor: Optimize CNN normalization to eliminate redundant conversionsskal
35 hoursupdate timeline.seqskal
35 hoursfix: Flip Y-axis to match ShaderToy coordinate conventionskal
36 hoursrefactor: Improve convert_shadertoy.py to generate compile-ready codeskal
36 hoursfeat: Add Scene1 effect from ShaderToy (raymarching cube & sphere)skal
36 hourschore: Remove incomplete CubeSphere effectskal
36 hoursdocs: Fix EFFECT keyword syntax and add automation-friendly workflowskal
36 hoursfeat: Add ShaderToy conversion toolsskal
36 hoursfix: Support variable kernel sizes in CNN layer generationskal
36 hoursdocs: Document WGPU builder refactoring in COMPLETED.mdskal
36 hoursrefactor: Factor WGPU boilerplate into builder pattern helpersskal
37 hoursfeat: CNN RGBD→grayscale with 7-channel augmented inputskal
38 hoursudpateskal
38 hoursupdate timelineskal
38 hoursfix: Resolve CNN effect black screen bug (framebuffer capture + uniforms)skal
40 hoursfix: Capture scene framebuffer before post-processing for CNN effectskal
41 hoursfeat: Add multi-layer CNN support with framebuffer capture and blend controlskal
43 hoursdocs: Update and streamline CNN training documentationskal
43 hoursfeat: Add checkpointing support to CNN training scriptskal
43 hoursfix: Auto-expand single kernel size to all layers in training scriptskal
43 hoursupdate target imagesskal