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Commits on Feb 2, 2018

• Restrict device locking to a single process. (awslabs#290)

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Commits on Jan 29, 2018

• Minor fix: Lengths argument was not passed correctly in MultiHeadAttention. (awslabs#282)

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Commits on Jan 19, 2018

• Standardizing to batch major data. (awslabs#272)

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• Stable system tests. (awslabs#277)

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Commits on Jan 17, 2018

• Retrying gpu locking on permission denied. (awslabs#268)

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Commits on Jan 13, 2018

• Model file valid before the first checkpoint. (awslabs#269)

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Commits on Dec 19, 2017

• Fixed the maximum input length calculation at inference. (awslabs#255)

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Commits on Dec 18, 2017

• Sharded data iterator. (awslabs#241)

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• QKV projection with dot attention for CNN models. (awslabs#249)

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Commits on Dec 15, 2017

• Warn when waiting for checkpoint decoder. (awslabs#247)

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• Exposing the Xavier random generator type. (awslabs#246)

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Commits on Dec 14, 2017

• Automatically deploy to PyPI. (awslabs#248)

  

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• Exposing Nesterov accelerated SGD and ada* optimizers. (awslabs#245)

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Commits on Dec 5, 2017

• Changed bounds and fixed sorting sys test. (awslabs#236)

  

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• Minotr rename in inference. (awslabs#235)

  

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• Gradient norm clipping. (awslabs#223)

  

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Commits on Dec 1, 2017

• Sorting the sentences before batch decoding. (awslabs#222)

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Commits on Nov 29, 2017

• Regularly run system tests. (awslabs#227)

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Commits on Nov 21, 2017

• Attention in upper layer fix. (awslabs#215)

  

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Commits on Nov 9, 2017

• Changing to non-mkl mxnet version. (awslabs#193)

  

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Commits on Oct 19, 2017

• Exposing the kvstore. (awslabs#171)

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Commits on Oct 17, 2017

• Small fix: Correct max observed length when none shorter than max length. (awslabs#167)

  

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Commits on Oct 12, 2017

• Fix: Variational dropout independent of input. (awslabs#163)

  

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Commits on Oct 11, 2017

• Removing the maximum sequence length in the checkpoint decoder. (awslabs#161)

  

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• Decode in chunks instead of truncating. (awslabs#159)

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Commits on Oct 10, 2017

• Addressing conv decoder PR comments.

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Commits on Oct 9, 2017

• Merge branch 'master' into convseq2seq

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• Complete convolutional decoder implementation.

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Commits on Oct 6, 2017

• Refactor: Rename attention to RNN attention.

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• Merge branch 'master' into convseq2seq

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• Merge pull request awslabs#130 from bricksdont/convseq2seq

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• Convolutional decoder residual connections.

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• Merge branch 'bricksdont-convseq2seq' into convseq2seq

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• Merge branch 'convseq2seq' of https://github.com/bricksdont/sockeye into bricksdont-convseq2seq

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• Correct padding for the convolutional decoder.

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