From 9dd123e1d25325f09167134e98c04fd6d7e91970 Mon Sep 17 00:00:00 2001 From: skal Date: Thu, 12 Feb 2026 12:23:17 +0100 Subject: Update docs and help messages for CNN v2 completion Updated: - HOWTO.md: Complete pipeline, storage buffer, --validate mode - TODO.md: Mark CNN v2 complete, add QAT TODO - PROJECT_CONTEXT.md: Update Effects status - CNN_V2.md: Mark complete, add storage buffer notes - train_cnn_v2_full.sh: Add --help message All documentation now reflects: - Storage buffer architecture - Binary weight format - Live training progress - Validation-only mode - 8-bit quantization TODO --- doc/CNN_V2.md | 7 +++++-- 1 file changed, 5 insertions(+), 2 deletions(-) (limited to 'doc/CNN_V2.md') diff --git a/doc/CNN_V2.md b/doc/CNN_V2.md index b3b6587..9407934 100644 --- a/doc/CNN_V2.md +++ b/doc/CNN_V2.md @@ -13,10 +13,13 @@ CNN v2 extends the original CNN post-processing effect with parametric static fe - Multi-frequency position encoding (NeRF-style) - Per-layer configurable kernel sizes (1×1, 3×3, 5×5) - Variable channel counts per layer -- Float16 weight storage (GPU-optimized) +- Float16 weight storage (~3.2 KB for 3-layer model) - Bias integrated as static feature dimension +- Storage buffer architecture (dynamic layer count) +- Binary weight format for runtime loading -**Status:** Design complete, ready for implementation +**Status:** ✅ Complete. Training pipeline functional, validation tools ready. +**TODO:** 8-bit quantization with QAT for 2× size reduction (~1.6 KB) --- -- cgit v1.2.3