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Diffstat (limited to 'doc/CNN_V2_DEBUG_TOOLS.md')
| -rw-r--r-- | doc/CNN_V2_DEBUG_TOOLS.md | 11 |
1 files changed, 9 insertions, 2 deletions
diff --git a/doc/CNN_V2_DEBUG_TOOLS.md b/doc/CNN_V2_DEBUG_TOOLS.md index b6dc65f..8d1289a 100644 --- a/doc/CNN_V2_DEBUG_TOOLS.md +++ b/doc/CNN_V2_DEBUG_TOOLS.md @@ -18,14 +18,21 @@ Tools for investigating CNN v2 mismatch between HTML tool and cnn_test. # 3×3 identity ./training/gen_identity_weights.py workspaces/main/weights/cnn_v2_identity_3x3.bin --kernel-size 3 +# Mix mode: 50-50 blend (0.5*p0+0.5*p4, etc) +./training/gen_identity_weights.py output.bin --mix + +# Static features only: p4→ch0, p5→ch1, p6→ch2, p7→ch3 +./training/gen_identity_weights.py output.bin --p47 + # Custom mip level ./training/gen_identity_weights.py output.bin --kernel-size 1 --mip-level 2 ``` **Output:** - Single layer, 12D→4D (4 input channels + 8 static features) -- Identity matrix: Output Ch{0,1,2,3} = Input Ch{0,1,2,3} -- Static features (Ch 4-11) are zeroed +- Identity mode: Output Ch{0,1,2,3} = Input Ch{0,1,2,3} +- Mix mode (--mix): Output Ch{i} = 0.5*Input Ch{i} + 0.5*Input Ch{i+4} (50-50 blend, avoids overflow) +- Static mode (--p47): Output Ch{i} = Input Ch{i+4} (static features only, visualizes p4-p7) - Minimal file size (~136 bytes for 1×1, ~904 bytes for 3×3) **Validation:** |