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Enable Large Tensor Support: Stage 1 #18625

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merged 8 commits into from
Nov 17, 2020
Merged

Enable Large Tensor Support: Stage 1 #18625

merged 8 commits into from
Nov 17, 2020

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access2rohit
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@access2rohit access2rohit commented Jun 27, 2020 •
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Description

This PR enables Large Tensor Support(LTS) by default on master for all platforms except for Miscellaneous CLang build and UNIX MKL blas builds with lapack for CI stages and build scripts for both dynamic and static builds(make as well as ninja).
DO NOT MERGE BEFORE THIS PR: #17882

Progress for Large Tensor Support tracked here: #17331

Checklist

Essentials

Please feel free to remove inapplicable items for your PR.

  • 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)
  • To the best of my knowledge, examples are either not affected by this change, or have been fixed to be compatible with this change

@leezu @ChaiBapchya @josephevans

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Hey @access2rohit , Thanks for submitting the PR
All tests are already queued to run once. If tests fail, you can trigger one or more tests again with the following commands:

  • To trigger all jobs: @mxnet-bot run ci [all]
  • To trigger specific jobs: @mxnet-bot run ci [job1, job2]

CI supported jobs: [sanity, miscellaneous, edge, centos-cpu, windows-gpu, windows-cpu, clang, unix-cpu, website, centos-gpu, unix-gpu]

Note:
Only following 3 categories can trigger CI :PR Author, MXNet Committer, Jenkins Admin.
All CI tests must pass before the PR can be merged.

@access2rohit
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@leezu @ChaiBapchya @josephevans Please review

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@mxnet-label-bot add [pr-awaiting-review]

@lanking520 lanking520 added the pr-awaiting-review PR is waiting for code review label Jun 27, 2020
This was referenced Jun 27, 2020
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@access2rohit access2rohit force-pushed the lts_enable_stage1 branch 6 times, most recently from 5447ef4 to 4c20ec8 Compare July 1, 2020 18:17
leezu
leezu reviewed Jul 2, 2020
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ChaiBapchya
ChaiBapchya reviewed Jul 2, 2020
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@ChaiBapchya ChaiBapchya left a comment

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If its ready to merge, lets rename the PR title.
Looks good except that MKL_IF_AVAILABLE switch.

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src/operator/numpy/np_polynomial_op.cc
@@ -53,7 +53,8 @@ struct polyval_backward_p {
DType igrad_p = 0;
index_t j = x_size - 1;
while (j >= 0) {
igrad_p += pow(x_dptr[j], p_size - i - 1) * ograd_dptr[j];
igrad_p += pow(x_dptr[j], static_cast<DType>(p_size) -
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just to confirm, there is a unittest coverage for this change?

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yes: https://github.com/apache/incubator-mxnet/blob/master/tests/python/unittest/test_numpy_op.py#L9394

access2rohit
access2rohit commented Jul 2, 2020
View reviewed changes
src/operator/numpy/np_polynomial_op.cc
@@ -53,7 +53,8 @@ struct polyval_backward_p {
DType igrad_p = 0;
index_t j = x_size - 1;
while (j >= 0) {
igrad_p += pow(x_dptr[j], p_size - i - 1) * ograd_dptr[j];
igrad_p += pow(x_dptr[j], static_cast<DType>(p_size) -
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This prevents Windows CI build failure

@access2rohit access2rohit force-pushed the lts_enable_stage1 branch 3 times, most recently from bf5a241 to 1b4e4b3 Compare July 2, 2020 12:28
@access2rohit access2rohit changed the title [DO NOT MERGE] Enable Large Tensor Support : Stage1 [WIP] Enable Large Tensor Support Jul 2, 2020
@access2rohit access2rohit changed the title [WIP] Enable Large Tensor Support [WIP] Enable Large Tensor Support: Stage 1 Jul 3, 2020
@access2rohit access2rohit changed the title [WIP] Enable Large Tensor Support: Stage 1 Enable Large Tensor Support: Stage 1 Jul 3, 2020
@lanking520 lanking520 added pr-awaiting-testing PR is reviewed and waiting CI build and test pr-work-in-progress PR is still work in progress and removed pr-work-in-progress PR is still work in progress pr-awaiting-testing PR is reviewed and waiting CI build and test labels Nov 13, 2020
@lanking520 lanking520 added pr-awaiting-testing PR is reviewed and waiting CI build and test and removed pr-work-in-progress PR is still work in progress labels Nov 16, 2020
@lanking520 lanking520 added pr-work-in-progress PR is still work in progress pr-awaiting-testing PR is reviewed and waiting CI build and test and removed pr-awaiting-testing PR is reviewed and waiting CI build and test pr-work-in-progress PR is still work in progress labels Nov 16, 2020
@lanking520 lanking520 added pr-awaiting-testing PR is reviewed and waiting CI build and test pr-awaiting-review PR is waiting for code review and removed pr-work-in-progress PR is still work in progress pr-awaiting-testing PR is reviewed and waiting CI build and test labels Nov 17, 2020
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Zha0q1 commented Nov 17, 2020

@leezu would you review

@leezu leezu merged commit fcfef81 into apache:master Nov 17, 2020
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@ChaiBapchya ChaiBapchya ChaiBapchya left review comments

@Zha0q1 Zha0q1 Zha0q1 left review comments

@leezu leezu leezu approved these changes

@aaronmarkham aaronmarkham Awaiting requested review from aaronmarkham aaronmarkham is a code owner

@marcoabreu marcoabreu Awaiting requested review from marcoabreu marcoabreu is a code owner

@szha szha Awaiting requested review from szha szha is a code owner

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@access2rohit @mxnet-bot @leezu @Zha0q1 @ChaiBapchya @lanking520