From 47397444b30b0f461b1633297a68300179586fda Mon Sep 17 00:00:00 2001 From: skal Date: Tue, 10 Feb 2026 08:01:25 +0100 Subject: feat: Add CNN post-processing effect with modular WGSL architecture MIME-Version: 1.0 Content-Type: text/plain; charset=UTF-8 Content-Transfer-Encoding: 8bit Implements multi-layer convolutional neural network shader for stylized post-processing of 3D rendered scenes: **Core Components:** - CNNEffect: C++ effect class with single-layer rendering (expandable to multi-pass) - Modular WGSL snippets: cnn_activation, cnn_conv3x3/5x5/7x7, cnn_weights_generated - Placeholder identity-like weights for initial testing (to be replaced by trained weights) **Architecture:** - Flexible kernel sizes (3×3, 5×5, 7×7) via separate snippet files - ShaderComposer integration (#include resolution) - Residual connections (input + processed output) - Supports parallel convolutions (design ready, single conv implemented) **Size Impact:** - ~3-4 KB shader code (snippets + main shader) - ~2-4 KB weights (depends on network architecture when trained) - Total: ~5-8 KB (acceptable for 64k demo) **Testing:** - CNNEffect added to test_demo_effects.cc - 36/36 tests passing (100%) **Next Steps:** - Training script (scripts/train_cnn.py) to generate real weights - Multi-layer rendering with ping-pong textures - Weight quantization for size optimization handoff(Claude): CNN effect foundation complete, ready for training integration --- src/tests/gpu/test_demo_effects.cc | 2 ++ 1 file changed, 2 insertions(+) (limited to 'src/tests/gpu/test_demo_effects.cc') diff --git a/src/tests/gpu/test_demo_effects.cc b/src/tests/gpu/test_demo_effects.cc index 8a7d8af..9281413 100644 --- a/src/tests/gpu/test_demo_effects.cc +++ b/src/tests/gpu/test_demo_effects.cc @@ -13,6 +13,7 @@ #include "../common/effect_test_helpers.h" #include "gpu/demo_effects.h" #include "gpu/effect.h" +#include "gpu/effects/cnn_effect.h" #include "../common/webgpu_test_fixture.h" #include #include @@ -88,6 +89,7 @@ static void test_post_process_effects() { {"ThemeModulationEffect", std::make_shared(fixture.ctx())}, {"VignetteEffect", std::make_shared(fixture.ctx())}, + {"CNNEffect", std::make_shared(fixture.ctx(), 1)}, }; int passed = 0; -- cgit v1.2.3