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diff --git a/doc/HOWTO.md b/doc/HOWTO.md index a57a161..5ea6afd 100644 --- a/doc/HOWTO.md +++ b/doc/HOWTO.md @@ -97,6 +97,11 @@ Generate shaders from checkpoint: ./training/train_cnn.py --export-only training/checkpoints/checkpoint_epoch_7000.pth ``` +Generate ground truth (for shader validation): +```bash +./training/train_cnn.py --infer input.png --export-only checkpoints/checkpoint_epoch_7000.pth --output ground_truth.png +``` + **Note:** Kernel sizes must match shader functions: - 3×3 kernel → `cnn_conv3x3_7to4` (36 weights: 9 pos × 4 channels) - 5×5 kernel → `cnn_conv5x5_7to4` (100 weights: 25 pos × 4 channels) |
