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Merge pull request #1895 from PaddlePaddle/helinwang-patch-1
Update RELEASE.md
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RELEASE.md

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* Support rectangle input for CNN.
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* Support stride pooling for seqlastin and seqfirstin.
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* Expose seq_concat_layer/seq_reshape_layer in `trainer_config_helpers`.
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* Add data reader creator and data reader decorator for v2 API.
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## Improvements
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* Speedup the backward of average layer on GPU.
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* Reorganize the catalog of doc/ and refine several docs.
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* Add Travis-CI for checking dead links.
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* Add a example for explaining sparse_vector.
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* Add Relu in layer_math.py
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* Add Relu in layer_math.py.
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* Add packages for automatically downloading public datasets.
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* Rename Argument::sumCost to Argument::sum since Argument does not have to have any relationship with cost.
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## Bug Fixes
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