New correct model, gpu functionality, overfit of a single image #12
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Network modelling prototype 1
new model in line with python code
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Dup of #9? |
Almost complete rewrite. Use what you like. |
| y = reshape(y, rsize..., 1, 1) | ||
| x, y | ||
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| @with_kw mutable struct Dataset |
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This may not scale to how every dataset is stored, depending on the directory layout
| return value.i | ||
| end | ||
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| function target_to_onehot(target, nfeatures) |
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This should be using Flux.onehot otherwise it would be slow.
| Chain(x->expand_dims(x,2), | ||
| BatchNorm(out_ch), | ||
| x->squeeze(x)) | ||
| DoubleConv(in_channels, out_channels; conv_kernel = (3,3), conv_pad = (1,1)) = |
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Might be more idiomatic to match the Flux.Conv API
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This actually works