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RowSparse pull/push #7015
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RowSparse pull/push #7015
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Same test failure happened here. It is using the source code of this PR #6955. Such a strange behavior... |
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szha
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Jul 21, 2017
| zippath = os.path.join(data_dir, data_origin_name) | ||
| urllib.urlretrieve(url, zippath) | ||
| os.system("bzip2 -d %r" % data_origin_name) | ||
| os.chdir("..") |
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fix bug in rsp add rsp sync push race condition for push fix bug in rsp pull. refactor test cleanup comments refactor dist server fix lint fix storage shape issue with the new ndarray constructor data sharding draft; fix lint. add comment add support for zeros gradients use std::upper_bound/lower_bound remove special init function for rowsparse dist kvstore temporary support for inplace operators for sparse add test. fix return type store kRowSparseNDArray in kv server remove fcomp_ex sgd with dns weight and rsp gradient bug fix in sparse retain sparse pull c_api revise rowsparse pull api use engine to compute unique to ensure thread safety add rowsparse pull to dist-kv fix lint add example for rsp_pull remove name2idx; add sparse_pull_dict param to module fix unit test and c rowid conversion
* update kvstore unit test * update model/module.py * fix lint * remove int keys in kvstore * update cast to str function * remove _cast_to_str_keys * fix lint * always cast to str Conflicts: include/mxnet/c_api.h include/mxnet/kvstore.h python/mxnet/kvstore.py python/mxnet/model.py python/mxnet/module/module.py src/c_api/c_api.cc src/kvstore/kvstore_local.h tests/python/unittest/test_kvstore.py
update stypes in kvstore after refactoring change type of size from size_t to int64_t add sparse linear regression example remove sparse_pull_dict from module fix init_optim for seq_module. update sparse example resolve conflict for binary add rsp rsp
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Opening this PR for interface review:
row_sparse_pullpython API to kvstore and c_api, which requires providingrow_idfor each row_sparsevalueto pull. Therow_ids are sorted in backend to contain only unique elements. The oldpullAPI will not accept pulling avaluestored in row_sparse storagekRowSparsePushPulltype to kvstore server. When received data request of this type, keys are encoded askey, row_id1, row_id2 ... row_idn.row_sparse_pullin regression_example.pyNote:
TODOs for next PR:
@mli @reminisce @piiswrong @madjam @stefanhenneking