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fix/nn-config: fix NN input vector dimensions [SKIP_CHANGELOG]#15

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alexandermorozov:fix-input-dimensions
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fix/nn-config: fix NN input vector dimensions [SKIP_CHANGELOG]#15
alexandermorozov wants to merge 1 commit intoautumnai:masterfrom
alexandermorozov:fix-input-dimensions

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It looks like input to NN should have [batch_size, width, height] dimensions instead of [batch_size, 1, width, height], but I'm not completely sure. In case of conv and mlp input is reshaped explicitly with Reshape layer, in case of linear it's most likely reshaped implicitly to [batch_size, width*height]. Still it's not very clear what that 1 is for, looks like leftover from conv...

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