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SoftmaxTree Model about dp HOT 3 CLOSED

nicholas-leonard avatar nicholas-leonard commented on June 10, 2024
SoftmaxTree Model

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Comments (3)

nicholas-leonard avatar nicholas-leonard commented on June 10, 2024

Doesn't use nn.SparseOutLinear

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nicholas-leonard avatar nicholas-leonard commented on June 10, 2024

Currently the output softmax contains the likelihood of all outputs of the leaf softmax. In our case, these are the outputs that are in the same cluster as the target. But this approach would present problems in the case of averaging the output of multiple softmax trees. So to make this work, we should use narrow on the last softmax to output nothing but the likelihood of the target class.

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nicholas-leonard avatar nicholas-leonard commented on June 10, 2024

Unit tests seem to demonstrate that this is working.

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