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Remove useless (and possibly hurtful) residual connection
I guess it's a bad idea to forward inputs directly
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4 changed files with 3 additions and 5 deletions
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@ -97,7 +97,7 @@ del sig
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del pred
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# dump models to disk as we go
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checkpoint = ModelCheckpoint('lpcnet20_384_10_G16_{epoch:02d}.h5')
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checkpoint = ModelCheckpoint('lpcnet20c_384_10_G16_{epoch:02d}.h5')
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#model.load_weights('lpcnet9b_384_10_G16_01.h5')
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model.compile(optimizer=Adam(0.001, amsgrad=True, decay=5e-5), loss='sparse_categorical_crossentropy')
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