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[test] Sparse mega pr#168

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eric-haibin-lin merged 66 commits intodmlc-master-mirroreric-haibin-lin/mxnet:dmlc-master-mirrorfrom sparseeric-haibin-lin/mxnet:sparseCopy head branch name to clipboardAug 16, 2017

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Commits on Jul 25, 2017

• [WIP] Sparse Tensor (apache#5800)

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• move storage type vector from nnvm to mxnet (apache#7054)

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• fix failed tests. add back 64bit support for dot

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• Improve copy sparse tensors (apache#7003)

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• bug fix for IdentityComputeRsp

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• fix lint

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• add data partition for libsvm iter (apache#7027)

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• fix ndarray namespace

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• remove sparse embedding (apache#7165)

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• remove untested gpu operators (apache#7172)

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• Fix ndarray aux data issue (apache#7098)

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• Support K-dimensional row-sparse tensor (apache#7179)

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• Improve sparse ndarray error message (apache#7181)

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Commits on Jul 26, 2017

• construct row_sparse ndarray for dist-async

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• Merge remote-tracking branch 'upstream/master' into dmlc-sparse-squash

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Commits on Jul 27, 2017

• fix DotCsrRspRspImpl error message (apache#7191)

  

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• GPU implementation of cast_storage (dense to csr) (apache#7081)

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• Sparse square sum (apache#7206)

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• Modify and Add documentation for mx.nd.zeros (apache#7197)

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• Merge remote-tracking branch 'upstream/master' into dmlc-sparse-squash

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Commits on Jul 28, 2017

• Expose kWriteInplace for imperative execution (fcompute_ex and fstatefulcompute_ex) (#133)

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Commits on Aug 1, 2017

• Operator add_n for row sparse ndarrays (apache#7244)

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• GPU implementation of cast_storage (dense to rsp) (apache#7223)

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Commits on Aug 2, 2017

• merge with dmlc/master

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• resolve merge conflict in ndarray.load

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• Improve StatefulOp/FCompute storage fallback (#134)

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Commits on Aug 3, 2017

• update sparse ndarray api (#139)

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• Merge remote-tracking branch 'upstream/master' into sparse

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• Handle ograd_stype='row_sparse' for square_sum backward (#143)

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Commits on Aug 5, 2017

• Sparse retain improvement (#138)

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• ignoring variables in SimpleBind that is used on python's sparse branch for now. (#135)

  

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• add bias term to fm test (#145)

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• merge with upstream/master. resolve conflict in c_api_ndarray.cc

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Commits on Aug 6, 2017

• update ndarray.nd, remove invoke from excluded members (#137)

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• Merge remote-tracking branch 'upstream/master' into sparse

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• support storage fallback with mutable inputs (#147)

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• Merge branch 'sparse' of https://github.com/eric-haibin-lin/mxnet into sparse

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Commits on Aug 7, 2017

• Merge remote-tracking branch 'upstream/master' into sparse

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Commits on Aug 8, 2017

• Code changes based on reviews (#144)

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• small edits according to reviews (#151)

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• Merge remote-tracking branch 'upstream/master' into sparse

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• fix lint (#152)

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• resolve conflict in ndarray.py and capi

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• resolve conflicts in license header

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Commits on Aug 9, 2017

• add license to all new files in sparse brnach (#154)

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• Allocate temp data on the fly for some casting operations (#149)

  

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• Merge remote-tracking branch 'upstream/master' into sparse

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• fix utf8 encoding in sparse ndarray

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• Merge branch 'sparse' of https://github.com/eric-haibin-lin/mxnet into sparse

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• Extending the GPU dot operator (apache#7226)

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• Merge remote-tracking branch 'upstream/master' into sparse

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Commits on Aug 10, 2017

• Add get_synthetic_dataset function to util (#146)

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• temporary fix for batch norm storage fallback (#156)

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• support random_uniform/normal/gamma with row_sparse output (#155)

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• Merge remote-tracking branch 'upstream/master' into sparse

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• Merge remote-tracking branch 'upstream/master' into sparse

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• Square sum backward support one more case (#161)

  

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Commits on Aug 11, 2017

• Add documentation for sparse ops (#148)

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• A few fixes (#163)

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Commits on Aug 12, 2017

• Merge branch 'sparse' of https://github.com/eric-haibin-lin/mxnet into sparse

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• merge with upstream/master

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Commits on Aug 14, 2017

• Minor fixes sparse ops (#160)

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• sparse Adam optimizer (#164)

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Commits on Aug 15, 2017

• kvstore.row_sparse_pull for GPU and end-to-end benchmark: CPU vs. multi-GPUs (#150)

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• fix bug in adam update (#167)

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• change sparse example from regression to classification (#165)

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