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[Numpy] FFI for argmax, argmin, indices #17843

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sjtuWangDing
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Description

FFI for argmax, argmin, indices

Old FFI(ctypes)(us) New FFI(cython)(us)
argmax 59.1 11.43
argmin 59.66 11.93
indices 102.01 30.82

Checklist

Essentials

Please feel free to remove inapplicable items for your PR.

  • The PR title starts with [MXNET-$JIRA_ID], where $JIRA_ID refers to the relevant JIRA issue created (except PRs with tiny changes)
  • Changes are complete (i.e. I finished coding on this PR)
  • All changes have test coverage:
  • Unit tests are added for small changes to verify correctness (e.g. adding a new operator)
  • Nightly tests are added for complicated/long-running ones (e.g. changing distributed kvstore)
  • Build tests will be added for build configuration changes (e.g. adding a new build option with NCCL)
  • Code is well-documented:
  • For user-facing API changes, API doc string has been updated.
  • For new C++ functions in header files, their functionalities and arguments are documented.
  • For new examples, README.md is added to explain the what the example does, the source of the dataset, expected performance on test set and reference to the original paper if applicable
  • Check the API doc at https://mxnet-ci-doc.s3-accelerate.dualstack.amazonaws.com/PR-$PR_ID/$BUILD_ID/index.html
  • To the best of my knowledge, examples are either not affected by this change, or have been fixed to be compatible with this change

Changes

  • Feature1, tests, (and when applicable, API doc)
  • Feature2, tests, (and when applicable, API doc)

Comments

  • If this change is a backward incompatible change, why must this change be made.
  • Interesting edge cases to note here

@sjtuWangDing sjtuWangDing requested a review from szha as a code owner March 16, 2020 09:30
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@hzfan hzfan left a comment

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LGTM

@sjtuWangDing sjtuWangDing force-pushed the FFI_for_np_argmax_np_argmin_np_indices branch from 9f7559c to b403c98 Compare March 17, 2020 03:27
@haojin2 haojin2 added the Numpy label Mar 17, 2020
@sjtuWangDing sjtuWangDing force-pushed the FFI_for_np_argmax_np_argmin_np_indices branch from b403c98 to 6791980 Compare March 17, 2020 06:40
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LGTM

@sjtuWangDing sjtuWangDing force-pushed the FFI_for_np_argmax_np_argmin_np_indices branch 3 times, most recently from 7d56f86 to 4ed11d1 Compare March 18, 2020 08:49
* impl - FFI for np_indices

* fix - use MXNetTypeWithBool2String
@sjtuWangDing sjtuWangDing force-pushed the FFI_for_np_argmax_np_argmin_np_indices branch from 4ed11d1 to 298c019 Compare March 18, 2020 08:51
@haojin2 haojin2 merged commit ea2320a into apache:master Mar 18, 2020
anirudh2290 added a commit to anirudh2290/mxnet that referenced this pull request Mar 27, 2020
* 'master' of https://github.com/apache/incubator-mxnet: (192 commits)
  * impl - FFI for np einsum (apache#17869)
  [Numpy] FFI for diag/diagonal/diag_indices_from (apache#17789)
  [Numpy] Kron operator (apache#17323)
  cmake: Set DMLC_LOG_FATAL_THROW only for building mxnet and not for tvm (apache#17878)
  Add simplified HybridBlock.forward without F (apache#17530)
  Use FP32 copy of weights for norm (multitensor LAMB optimizer) (apache#17700)
  Use multi-tensor sumSQ in clip_global_norm (apache#17652)
  [Numpy] Add op fmax, fmin, fmod (apache#17567)
  Adding sparse support to MXTensor for custom operators (apache#17569)
  Update 3rdparty/mkldnn to v1.2.2 (apache#17313)
  Dynamic subgraph compile support (apache#17623)
  Refactor cpp-package CMakeLists.txt & add missing inference/imagenet_inference (apache#17835)
  staticbuild: Fix potential user-assisted execution of arbitrary code  (apache#17860)
  * FFI for np.argmax and np.argmin (apache#17843)
  ffi for roll/rot90 (apache#17861)
  Skip test_multi_worker_dataloader_release_pool on OS X (apache#17797)
  add ffi for full_like, binary (apache#17811)
  HybridBlock.export() to return created filenames (apache#17758)
  Fix SoftReLU fused operator numerical stability (apache#17849)
  CI: Test clang10 cpu & gpu builds with -WError (apache#17830)
  ...
MoisesHer pushed a commit to MoisesHer/incubator-mxnet that referenced this pull request Apr 10, 2020
* impl - FFI for np_indices

* fix - use MXNetTypeWithBool2String

Co-authored-by: Ubuntu <[email protected]>
anirudh2290 pushed a commit to anirudh2290/mxnet that referenced this pull request May 29, 2020
* impl - FFI for np_indices

* fix - use MXNetTypeWithBool2String

Co-authored-by: Ubuntu <[email protected]>
sxjscience pushed a commit to sxjscience/mxnet that referenced this pull request Jul 1, 2020
* impl - FFI for np_indices

* fix - use MXNetTypeWithBool2String

Co-authored-by: Ubuntu <[email protected]>
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3 participants