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WIP: GumbelSoftmax / RelaxedOneHotCategoricalStraightThrough
- #562
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WIP: GumbelSoftmax / RelaxedOneHotCategoricalStraightThrough
#562
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Commits on Mar 29, 2020
WIP: Add initial experiments based on pytorch's gumbel_softmax: need more reading on relaxed_categorical and transformations of distributions instead
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Commits on Apr 5, 2020
Move GumbelSoftmaxProbs to continuous, because it needs access to Gumbel
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Commits on Apr 6, 2020
rewrite proposal by using gumbel_soft_max_logits in utils
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Add first test of correct sampling from GumbelSoftmax for high and low temperatures.
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Fix constructor of GumbelSoftmaxProbs; many tests still failing
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add working but not tested version of log_prob for GumbelSoftmaxProbs
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Fix gradient for most cases
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Make most tests, except d_log_prob broadcasting, and test_log_prob_gradient work
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Write out the calculation of the log_prob to prepare for dimension expansion where needed
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Commits on Apr 7, 2020
Fix lint problems
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Make gumbel_soft_max_probs behavior consistent in preparation of passing the shape tests;
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Fix high/low temperature non-one hot tests
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Commits on May 3, 2020
Merge master into origin/RelaxedOneHotCategoricalStraightThrough
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Commits on Jul 19, 2020
Merge master
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