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Diffstat (limited to 'doc')
| -rw-r--r-- | doc/HOWTO.md | 11 |
1 files changed, 10 insertions, 1 deletions
diff --git a/doc/HOWTO.md b/doc/HOWTO.md index 2c813f7..07d480b 100644 --- a/doc/HOWTO.md +++ b/doc/HOWTO.md @@ -86,12 +86,21 @@ make run_util_tests # Utility tests --- -## Training +## Training ```bash ./training/train_cnn.py --layers 3 --kernel_sizes 3,5,3 --epochs 10000 --batch_size 8 --input training/input/ --target training/output/ --checkpoint-every 1000 ``` +Generate shaders from checkpoint: +```bash +./training/train_cnn.py --export-only training/checkpoints/checkpoint_epoch_7000.pth +``` + +**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) + --- ## Timeline |