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Allow input channel count to be changed#44

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pnorridge wants to merge 4 commits intosacmehta:masterfrom
pnorridge:input-channels
Open

Allow input channel count to be changed#44
pnorridge wants to merge 4 commits intosacmehta:masterfrom
pnorridge:input-channels

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Update to ensure that different numbers of input channels can be handled without error. (Shortcut connection configuration assumed input channel count always equal to config_inp_reinf.)

Loading pre-trained weights did not overwrite the existing weight set.
Updated to ensure that different numbers of input channels can be handled without error.  (Shortcut connection configuration assumed this was always equal to config_inp_reinf.)
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