CNN v2: parametric static features - Phases 1-4

Infrastructure for enhanced CNN post-processing with 7D feature input.

Phase 1: Shaders
- Static features compute (RGBD + UV + sin10_x + bias → 8×f16)
- Layer template (convolution skeleton, packing/unpacking)
- 3 mip level support for multi-scale features

Phase 2: C++ Effect
- CNNv2Effect class (multi-pass architecture)
- Texture management (static features, layer buffers)
- Build integration (CMakeLists, assets, tests)

Phase 3: Training Pipeline
- train_cnn_v2.py: PyTorch model with static feature concatenation
- export_cnn_v2_shader.py: f32→f16 quantization, WGSL generation
- Configurable architecture (kernels, channels)

Phase 4: Validation
- validate_cnn_v2.sh: End-to-end pipeline
- Checkpoint → shaders → build → test images

Tests: 36/36 passing

Next: Complete render pipeline implementation (bind groups, multi-pass)

Co-Authored-By: Claude Sonnet 4.5 <noreply@anthropic.com>

1 files changed, 2 insertions, 2 deletions

diff --git a/cmake/DemoSourceLists.cmake b/cmake/DemoSourceLists.cmake
index fc6b02d..017ecac 100644
--- a/cmake/DemoSourceLists.cmake
+++ b/cmake/DemoSourceLists.cmake
@@ -29,11 +29,11 @@ set(UTIL_SOURCES src/util/asset_manager.cc src/util/file_watcher.cc)
 # GPU sources (conditional: HEADLESS / STRIP_EXTERNAL / NORMAL)
 demo_set_conditional_sources(GPU_SOURCES
     # Headless mode: Functional stubs (timeline/audio work)
-    "src/gpu/headless_gpu.cc;src/gpu/demo_effects.cc;src/gpu/effect.cc;src/gpu/effects/heptagon_effect.cc;src/gpu/effects/particles_effect.cc;src/gpu/effects/passthrough_effect.cc;src/gpu/effects/moving_ellipse_effect.cc;src/gpu/effects/particle_spray_effect.cc;src/gpu/effects/gaussian_blur_effect.cc;src/gpu/effects/solarize_effect.cc;src/gpu/effects/scene1_effect.cc;src/gpu/effects/chroma_aberration_effect.cc;src/gpu/effects/vignette_effect.cc;src/gpu/effects/cnn_effect.cc;src/gpu/effects/post_process_helper.cc;src/gpu/effects/shaders.cc;src/gpu/effects/hybrid_3d_effect.cc;src/gpu/effects/flash_cube_effect.cc;src/gpu/effects/theme_modulation_effect.cc;src/gpu/effects/fade_effect.cc;src/gpu/effects/flash_effect.cc;src/gpu/effects/shader_composer.cc;src/gpu/effects/circle_mask_effect.cc;src/gpu/effects/rotating_cube_effect.cc;src/gpu/texture_manager.cc;src/gpu/texture_readback.cc"
+    "src/gpu/headless_gpu.cc;src/gpu/demo_effects.cc;src/gpu/effect.cc;src/gpu/effects/heptagon_effect.cc;src/gpu/effects/particles_effect.cc;src/gpu/effects/passthrough_effect.cc;src/gpu/effects/moving_ellipse_effect.cc;src/gpu/effects/particle_spray_effect.cc;src/gpu/effects/gaussian_blur_effect.cc;src/gpu/effects/solarize_effect.cc;src/gpu/effects/scene1_effect.cc;src/gpu/effects/chroma_aberration_effect.cc;src/gpu/effects/vignette_effect.cc;src/gpu/effects/cnn_effect.cc;src/gpu/effects/cnn_v2_effect.cc;src/gpu/effects/post_process_helper.cc;src/gpu/effects/shaders.cc;src/gpu/effects/hybrid_3d_effect.cc;src/gpu/effects/flash_cube_effect.cc;src/gpu/effects/theme_modulation_effect.cc;src/gpu/effects/fade_effect.cc;src/gpu/effects/flash_effect.cc;src/gpu/effects/shader_composer.cc;src/gpu/effects/circle_mask_effect.cc;src/gpu/effects/rotating_cube_effect.cc;src/gpu/texture_manager.cc;src/gpu/texture_readback.cc"
     # Strip mode: Minimal GPU stubs only
     "src/gpu/stub_gpu.cc"
     # Normal mode: Full GPU implementation
-    "src/gpu/gpu.cc;src/gpu/effect.cc;src/gpu/effects/heptagon_effect.cc;src/gpu/effects/particles_effect.cc;src/gpu/effects/passthrough_effect.cc;src/gpu/effects/moving_ellipse_effect.cc;src/gpu/effects/particle_spray_effect.cc;src/gpu/effects/gaussian_blur_effect.cc;src/gpu/effects/solarize_effect.cc;src/gpu/effects/scene1_effect.cc;src/gpu/effects/chroma_aberration_effect.cc;src/gpu/effects/vignette_effect.cc;src/gpu/effects/cnn_effect.cc;src/gpu/effects/post_process_helper.cc;src/gpu/effects/shaders.cc;src/gpu/effects/hybrid_3d_effect.cc;src/gpu/effects/flash_cube_effect.cc;src/gpu/effects/theme_modulation_effect.cc;src/gpu/effects/fade_effect.cc;src/gpu/effects/flash_effect.cc;src/gpu/effects/shader_composer.cc;src/gpu/effects/circle_mask_effect.cc;src/gpu/effects/rotating_cube_effect.cc;src/gpu/texture_manager.cc;src/gpu/texture_readback.cc"
+    "src/gpu/gpu.cc;src/gpu/effect.cc;src/gpu/effects/heptagon_effect.cc;src/gpu/effects/particles_effect.cc;src/gpu/effects/passthrough_effect.cc;src/gpu/effects/moving_ellipse_effect.cc;src/gpu/effects/particle_spray_effect.cc;src/gpu/effects/gaussian_blur_effect.cc;src/gpu/effects/solarize_effect.cc;src/gpu/effects/scene1_effect.cc;src/gpu/effects/chroma_aberration_effect.cc;src/gpu/effects/vignette_effect.cc;src/gpu/effects/cnn_effect.cc;src/gpu/effects/cnn_v2_effect.cc;src/gpu/effects/post_process_helper.cc;src/gpu/effects/shaders.cc;src/gpu/effects/hybrid_3d_effect.cc;src/gpu/effects/flash_cube_effect.cc;src/gpu/effects/theme_modulation_effect.cc;src/gpu/effects/fade_effect.cc;src/gpu/effects/flash_effect.cc;src/gpu/effects/shader_composer.cc;src/gpu/effects/circle_mask_effect.cc;src/gpu/effects/rotating_cube_effect.cc;src/gpu/texture_manager.cc;src/gpu/texture_readback.cc"
 )
 
 # 3D sources (conditional: HEADLESS / STRIP_EXTERNAL / NORMAL)