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remove NLL in gluon.metric #18794

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merged 1 commit into from
Jul 27, 2020
Merged

remove NLL in gluon.metric #18794

merged 1 commit into from
Jul 27, 2020

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@acphile acphile commented Jul 27, 2020

Description

remove NegativeLogLikelihood in gluon.metric, fix #18266

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

@acphile acphile requested a review from szha as a code owner July 27, 2020 06:28
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@szha szha merged commit 74430a9 into apache:master Jul 27, 2020
ys2843 pushed a commit to ys2843/incubator-mxnet that referenced this pull request Jul 28, 2020
@acphile @ys2843
remove NLL in metric (apache#18794)
b110395
ys2843 pushed a commit to ys2843/incubator-mxnet that referenced this pull request Jul 29, 2020
@acphile @ys2843
remove NLL in metric (apache#18794)
6399813
zheyuye added a commit to zheyuye/incubator-mxnet that referenced this pull request Aug 5, 2020
@zheyuye
Squashed commit of the following:
0ce5aa9 
commit 0f65ef6
Author: Xi Wang <[email protected]>
Date:   Wed Aug 5 10:48:50 2020 +0800

    nb fix (apache#18858)

commit 7b7cef5
Author: Serge Panev <[email protected]>
Date:   Tue Aug 4 18:23:48 2020 -0700

     MXNet-TRT: Add PrePartition param caching - move init_tensorrt_params logic  (apache#18490)

    * Update to TRT 7 API

    Signed-off-by: Serge Panev <[email protected]>

    * Add PrePartition param caching - move init_tensorrt_params logic

    Signed-off-by: Serge Panev <[email protected]>

    * Handle node with no defined input

    Signed-off-by: Serge Panev <[email protected]>

    * Remove tmp comment

    Signed-off-by: Serge Panev <[email protected]>

commit 59e200a
Author: Haibin Lin <[email protected]>
Date:   Tue Aug 4 17:01:23 2020 -0700

    fix nn.dense doc (apache#18830)

    Co-authored-by: Lin <[email protected]>

commit 2e97226
Author: Leonard Lausen <[email protected]>
Date:   Tue Aug 4 21:11:32 2020 +0000

    Fix edge case when casting gluon Block before export (apache#18853)

    * Fix edge case when casting gluon Block before export

    Fixes apache#18843

    * Fix gpu test

commit b8eccc8
Author: Yang Shi <[email protected]>
Date:   Tue Aug 4 14:08:09 2020 -0700

    fix set default website version rewrite rule for cdn (apache#18856)

commit 7a40219
Author: Serge Panev <[email protected]>
Date:   Tue Aug 4 10:34:21 2020 -0700

    Remove check for subgraph with cycles (apache#18555)

    * Remove check for subgraph with cycles

    Signed-off-by: Serge Panev <[email protected]>

    * Add comments

    Signed-off-by: Serge Panev <[email protected]>

commit 95fa63f
Author: Serge Panev <[email protected]>
Date:   Mon Aug 3 17:15:02 2020 -0700

    Update the onnx-tensorrt submodule - CI to TRT7 (apache#18574)

commit 7f2e314
Author: Haibin Lin <[email protected]>
Date:   Mon Aug 3 16:09:48 2020 -0700

    update setup.py (apache#18850)

    * update setup.py

    * update python version

    Co-authored-by: Lin <[email protected]>

commit f872b43
Author: Leonard Lausen <[email protected]>
Date:   Mon Aug 3 20:11:06 2020 +0000

    Protobuf_USE_STATIC_LIBS must be set on Apple too (apache#18851)

    Fixes apache#18840

commit 4bb8224
Author: Yang Shi <[email protected]>
Date:   Mon Aug 3 12:30:13 2020 -0700

    Fixed python website double scroller and improve UX (apache#18845)

    * make python site header scroll aware and avoid double scroller

    * add compiled assets

    * adjust python site second header height

    * add new line

    * set focus to main content on DOM load

commit 7a5a488
Author: Iblis Lin <[email protected]>
Date:   Tue Aug 4 03:28:08 2020 +0800

    Fix broken link in docs/README.md (apache#18847)

commit 534cdbc
Author: Sheng Zha <[email protected]>
Date:   Mon Aug 3 11:58:33 2020 -0700

    Create greetings.yml (apache#18842)

commit 9fd2cce
Author: kpuatamazon <[email protected]>
Date:   Mon Aug 3 17:40:44 2020 +0100

    Update tests/README.md Docker instructions to match ci/README.md (apache#18848)

    Documentation was missing python3-docker and had an outdated platform.

commit 54b9e9c
Author: Sheng Zha <[email protected]>
Date:   Mon Aug 3 08:59:33 2020 -0700

    remove unnecessary usage of pretrained models, and prefer smaller size (apache#18844)

commit 51340d8
Author: Haibin Lin <[email protected]>
Date:   Sat Aug 1 16:23:03 2020 -0700

    Add compiled_with_cxx11_abi API  (apache#18836)

    * draft

    * add impl

    * add test

    * set default val

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

commit 5a22193
Author: Sheng Zha <[email protected]>
Date:   Fri Jul 31 17:06:17 2020 -0700

    [NumPy] allow mixed array types (apache#18562)

    * allow mixed types in array func protocol

    * fix apache#18746

    * add support for memory share check

commit 08a5ee3
Author: Tao Lv <[email protected]>
Date:   Sat Aug 1 03:38:20 2020 +0800

    fix gelu to use erf based algorithm (apache#18827)

commit ac36089
Author: Leonard Lausen <[email protected]>
Date:   Fri Jul 31 04:54:10 2020 +0000

    Fixup move gluon.metric api docs (apache#18748)

    * Fix metric API page

    * Update index.rst

commit 7a24006
Author: Leonard Lausen <[email protected]>
Date:   Fri Jul 31 02:58:55 2020 +0000

    Enable DIST_KVSTORE by default in staticbuild (apache#18796)

    * Enable DIST_KVSTORE by default in staticbuild

    set(USE_DIST_KVSTORE ON CACHE BOOL "Build with DIST_KVSTORE support")

    * Ensure static linkage of dependencies

    * Fix for OS X

    * Fix shell syntax

    * Alternate approach to force static linkage of libprotobuf

commit aa53291
Author: Yang Shi <[email protected]>
Date:   Thu Jul 30 19:53:27 2020 -0700

    add adaptive left margin for python site document body (apache#18828)

commit 045efb2
Author: Sheng Zha <[email protected]>
Date:   Thu Jul 30 19:19:33 2020 -0700

    [NumPy] DLPack refactor and npx.from_numpy (apache#18656)

    * refactor dlpack and add from_numpy to npx

    * remove reference of DeepNumPy

    * map platform-dependent types to fixed-size types

    * update DMLC_LOG_FATAL_THROW

    * fix flaky

    * fix flaky

    * test no error

commit 608afef
Author: Xi Wang <[email protected]>
Date:   Fri Jul 31 02:30:25 2020 +0800

    Fix dirichlet flaky tests (apache#18817)

    * make parameter smoother

    * minor changes

commit 6bbd531
Author: Leonard Lausen <[email protected]>
Date:   Wed Jul 29 20:31:19 2020 +0000

    Update clang-tidy integration (apache#18815)

    Run clang-tidy via cmake only on the code managed by mxnet (and not 3rdparty dependencies), update to clang-tidy-10 and run clang-tidy-10 -fix to fix all the warnings that are enforced on CI.

    Developers can run clang-tidy by specifying the -DCMAKE_CXX_CLANG_TIDY="clang-tidy-10" to cmake, or using the python ci/build.py -R --platform ubuntu_cpu /work/runtime_functions.sh build_ubuntu_cpu_clang_tidy script.

commit b685fad
Author: Yang Shi <[email protected]>
Date:   Wed Jul 29 12:22:12 2020 -0700

    use regex that is supported by all browsers (apache#18811)

commit 9308aca
Author: Yang Shi <[email protected]>
Date:   Wed Jul 29 12:21:42 2020 -0700

    remove other language bindings section from website api page (apache#18783)

    * remove other language bindings section from api page

    * remove language binding docs redirect

    * add call for contribution banner

    * modify call for contribution wording

    Co-authored-by: Aaron Markham <[email protected]>

    * more wording modification

    Co-authored-by: Aaron Markham <[email protected]>

    * add hyperlink to 1.x version in banner

    * add reference to the C api deprecation github issue

    Co-authored-by: Aaron Markham <[email protected]>

commit 915f6b4
Author: Yang Shi <[email protected]>
Date:   Wed Jul 29 11:28:37 2020 -0700

    Remove deepnumpy reference and move Numpy tutorials to top level (apache#18798)

    * move np tutorials to top level

    * replace deepnumpy reference to np

    * add info in card

    * remove useless entry

    * replace NDArray API card with np.ndarray

    * python site refactor

    * remove duplicated drawer and refactor layout

    * extend document width to 100% for xl devices

commit e9829e7
Author: Joe Evans <[email protected]>
Date:   Tue Jul 28 18:53:29 2020 -0700

    Cherry-pick large tensor support from apache#18752. (apache#18804)

    Co-authored-by: Joe Evans <[email protected]>

commit 126636c
Author: Leonard Lausen <[email protected]>
Date:   Tue Jul 28 22:11:20 2020 +0000

    Fix naming in runtime_functions.sh (apache#18795)

commit f83dbac
Author: Haibin Lin <[email protected]>
Date:   Tue Jul 28 11:48:05 2020 -0700

    remove executor manager from API doc (apache#18802)

    Co-authored-by: Lin <[email protected]>

commit 7908d7e
Author: Yiyan66 <[email protected]>
Date:   Tue Jul 28 15:11:19 2020 +0800

    [numpy] fix flaky mixed precision binary error (apache#18660)

    * temp

    * change test

    * fix bad func call

    * test

    * rectify

    * doc

    * change test

commit a807f6d
Author: Sheng Zha <[email protected]>
Date:   Mon Jul 27 22:06:50 2020 -0700

    [NumPy] loss for np array (apache#17196)

    * loss for np/nd array

    * fix flaky

commit 74430a9
Author: phile <[email protected]>
Date:   Tue Jul 28 06:44:54 2020 +0800

    remove NLL in metric (apache#18794)

commit 9e77e81
Author: Przemyslaw Tredak <[email protected]>
Date:   Mon Jul 27 14:27:52 2020 -0700

    Update CUB and include it only for CUDA < 11 (apache#18799)

commit 98b3f73
Author: Sheng Zha <[email protected]>
Date:   Sat Jul 25 16:19:36 2020 -0700

    add support for np.ndarray in autograd.function (apache#18790)

commit c1db2d5
Author: Leonard Lausen <[email protected]>
Date:   Sat Jul 25 16:58:45 2020 +0000

    Remove caffe plugin (apache#18787)

    * Remove caffe plugin

    * Fix

    * Remove CXX14 feature flag

    * Update test

commit 2fbd182
Author: Leonard Lausen <[email protected]>
Date:   Sat Jul 25 02:48:30 2020 +0000

    Split up CI sanity test functions to enable fine-grained trigger (apache#18786)

    Developers can now trigger fine grained checks:

    python ci/build.py -R --platform ubuntu_cpu /work/runtime_functions.sh sanity_python
    python ci/build.py -R --platform ubuntu_cpu /work/runtime_functions.sh sanity_license
    etc

commit 06b5d22
Author: Serge Panev <[email protected]>
Date:   Fri Jul 24 14:22:42 2020 -0700

    ONNX import: use Conv pad attribute for symmetrical padding (apache#18675)

    Signed-off-by: Serge Panev <[email protected]>

commit e31ad77
Author: Yang Shi <[email protected]>
Date:   Thu Jul 23 11:33:31 2020 -0700

    set website default version to current stable (1.6) version (apache#18738)

    * set website default version - test redirect

    * enable first time redirect on all master website pages

    * update test code

    * remove unnecessary test code

    * fix typo

    * delete test code

commit 02ae456
Author: Dick Carter <[email protected]>
Date:   Thu Jul 23 11:17:10 2020 -0700

    Improve environment variable handling in unittests (apache#18424)

    This PR makes it easy to create unittests that require specific settings of environment variables, while avoiding the pitfalls (discussed in comments section). This PR can be considered a recasting and expansion of the great vision of @larroy in creating the EnvManager class in apache#13140.

    In its base form, the facility is a drop-in replacement for EnvManager, and is called 'environment':

    with environment('MXNET_MY_NEW_FEATURE', '1'):
        <test with feature enabled>
    with environment('MXNET_MY_NEW_FEATURE', '0'):
        <test with feature disabled>

    Like EnvManager, this facility takes care of the save/restore of the previous environment variable state, including when exceptions are raised. In addition though, this PR introduces the features:

        A similarly-named unittest decorator: @with_environment(key, value)
        The ability to pass in multiple env vars as a dict (as is needed for some tests) in both forms, so for example:

    with environment({'MXNET_FEATURE_A': '1',
                      'MXNET_FEATURE_B': '1'}):
        <test with both features enabled>

        Works on Windows! This PR includes a wrapping of the backend's setenv() and getenv() functions, and uses this direct access to the backend environment to keep it in sync with the python environment. This works around the problem that the C Runtime on Windows gets a snapshot of the Python environment at startup that is immutable from Python.
        with environment() has a simple implementation using the @contextmanager decorator
        Tests are included that validate the facility works with all combinations of before_val/set_val, namely unset/unset, unset/set, set/unset, set/set.

    There were 5 unittests previously using EnvManager, and this PR shifts those uses to with environment():, while converting over 20 other ad-hoc uses of os.environ[] within the unittests. This PR also enables those unittests that were bypassed on Windows (due to the inability to set environment variables) to run on all platforms.

    Further Comments

    Environment variables are a two-edged sword- they enable useful operating modes for testing, debugging or niche applications, but like all features they must be tested. The correct approach for testing with a particular env var setting is:

    def set_env_var(key, value):
        if value is None:
            os.environ.pop(key, None)
        else:
            os.environ[key] = value

    old_env_var_value = os.environ.get(env_var_name)
    try:
        set_env_var(env_var_name, test_env_var_value)
        <perform test>
    finally:
        set_env_var(env_var_name, old_env_var_value )

    The above code makes no assumption about whether the before-test and within-test state of the env var is set or unset, and restores the prior environment even if the test raises an exception. This represents a lot of boiler-plate code that could be potentially mishandled. The with environment() context makes it simple to handle all this properly. If an entire unittest wants a forced env var setting, then using the @with_environment() decorator avoids the code indent of the with environment() approach if used otherwise within the test.

commit 18af71e
Author: Leonard Lausen <[email protected]>
Date:   Thu Jul 23 18:09:10 2020 +0000

    CI: Migrate remaining Dockerfiles to docker-compose.yml and remove unused code (apache#18771)

    * Migrate remaining Dockerfiles to docker-compose.yml

    - Delete unused Dockerfiles
    - Delete unused install/*.sh scripts
    - Consolidate ubuntu_gpu_tensorrt and ubuntu_gpu
    - Remove deprecated logic in ci/build.py (no longer needed with
      docker-compose)
    - Remove ci/docker_cache.py (no longer needed with docker-compose)

    * Fix

    * Fix

    * Fix ubuntu_cpu_jekyll

commit 1928117
Author: Przemyslaw Tredak <[email protected]>
Date:   Tue Jul 21 23:35:15 2020 -0700

    Fix crash when accessing already destructed static variables (apache#18768)

commit a330a02
Author: Leonard Lausen <[email protected]>
Date:   Wed Jul 22 06:31:47 2020 +0000

    Fix mx.symbol.numpy._Symbol.__deepcopy__ logic error (apache#18686)

    * Fix mx.symbol.numpy._Symbol.__deepcopy__ logic error

    Performed shallow copy instead of deep copy

    * Test

    * Fix test

commit 9548b0c
Author: Leonard Lausen <[email protected]>
Date:   Tue Jul 21 21:42:01 2020 +0000

    Remove duplicate settings in .codecov.yml (apache#18763)

    New PRs started showing the codecov/project badge again due apparent change in codecov's backend resolving these duplicate options specified in .codecov.yml
zheyuye added a commit to zheyuye/incubator-mxnet that referenced this pull request Aug 10, 2020
@zheyuye
Squashed commit of the following:
75c823c 
commit d0e17e5
Author: Ke Han <[email protected]>
Date:   Mon Aug 10 12:48:56 2020 +0800

    [Numpy] FFI: sort, argsort, vstack etc (apache#17857)

    * * sort FFI

    * * argsort FFI

    * * vstack, row_stack FFI

    * * greater FFI

    * * inner FFI

    * multinomial FFI

    * rand FFI

    * randn FFI

    * * Fix input out of index and rscalar of greater

    * * Fix ndarray situation

    * * Fix sanity

    * fix lint

    * fix bugs

    * * Remove duplicate operator (greater)

    * * Fix Tuple downcast Error (Only Integer)
    * Fix segmentation fault(pointer)

    Co-authored-by: Sheng Zha <[email protected]>

commit 5c50475
Author: Liu, Hao <[email protected]>
Date:   Mon Aug 10 08:15:22 2020 +0800

    fix pooling_convention warning when convert model to onnx (apache#18529)

    * fix  pooling_convention warning

    * fix pooling_convention warning

    * fix lint

    Co-authored-by: JackieWu <[email protected]>

commit d52d9c6
Author: Sheng Zha <[email protected]>
Date:   Sun Aug 9 13:33:03 2020 -0700

    Revert "Add SOVERSION when build shared libmxnet.so library (apache#17815)" (apache#18882)

    This reverts commit d101c3c.

commit 706c369
Author: Ziyue Huang <[email protected]>
Date:   Sun Aug 9 07:55:16 2020 +0800

    fix trainer when the model involves share_parameters (apache#18880)

    * fix trainer when using shared_param

    * add unittest

commit cf908fd
Author: Xingjian Shi <[email protected]>
Date:   Fri Aug 7 19:55:36 2020 -0700

    [Numpy][Bugfix] Add hybridization test to loss layers (apache#18876)

    * Test for hybridization

    * fix typo

    * fix

    * fix test

    * update

    * Update loss.py

    * fix bug of sum

commit d5fdcbf
Author: Haibin Lin <[email protected]>
Date:   Fri Aug 7 18:11:16 2020 -0700

    drop list support for gluon trainer (apache#18877)

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

commit dde635f
Author: Leonard Lausen <[email protected]>
Date:   Fri Aug 7 21:16:24 2020 +0000

    Re-enable the linker version scripts for binary distribution (apache#18872)

    * Symbol visibility

    * Fix

commit 1694d2f
Author: Sheng Zha <[email protected]>
Date:   Fri Aug 7 11:21:22 2020 -0700

    [CI] remove data.mxnet.io usage for CI stability (apache#18871)

    * remove duplicate mnist functions

    * remove data.mxnet.io usage in tests

    * add waitall

commit 708a900
Author: Serge Panev <[email protected]>
Date:   Fri Aug 7 10:46:22 2020 -0700

    Fix a bug in MXNet-TensorRT (apache#18870)

    Signed-off-by: Serge Panev <[email protected]>

commit d101c3c
Author: Gustavo Alvarez <[email protected]>
Date:   Fri Aug 7 04:34:51 2020 +0200

    Add SOVERSION when build shared libmxnet.so library (apache#17815)

    https://en.wikipedia.org/wiki/Soname
    https://cmake.org/cmake/help/latest/prop_tgt/SOVERSION.html

    Co-authored-by: Leonard Lausen <[email protected]>

commit a3eabf0
Author: Leonard Lausen <[email protected]>
Date:   Thu Aug 6 15:52:52 2020 +0000

    Fix MXLibInfoCompiledWithCXX11ABI (apache#18864)

    * Fix MXLibInfoCompiledWithCXX11ABI

    * Fix test

commit 84f8984
Author: bgawrych <[email protected]>
Date:   Thu Aug 6 04:32:39 2020 +0200

    ElementWiseSum fix for oneDNN  (apache#18859)

    * Fix ElementwiseSum for DNNL

    * Add test for oneDNN ElemwiseSum

    Co-authored-by: Bart Gawrych <[email protected]>

commit a78f137
Author: Yang Shi <[email protected]>
Date:   Wed Aug 5 14:24:46 2020 -0700

    improve python api website ux - make toc sticky (apache#18863)

commit 0f65ef6
Author: Xi Wang <[email protected]>
Date:   Wed Aug 5 10:48:50 2020 +0800

    nb fix (apache#18858)

commit 7b7cef5
Author: Serge Panev <[email protected]>
Date:   Tue Aug 4 18:23:48 2020 -0700

     MXNet-TRT: Add PrePartition param caching - move init_tensorrt_params logic  (apache#18490)

    * Update to TRT 7 API

    Signed-off-by: Serge Panev <[email protected]>

    * Add PrePartition param caching - move init_tensorrt_params logic

    Signed-off-by: Serge Panev <[email protected]>

    * Handle node with no defined input

    Signed-off-by: Serge Panev <[email protected]>

    * Remove tmp comment

    Signed-off-by: Serge Panev <[email protected]>

commit 59e200a
Author: Haibin Lin <[email protected]>
Date:   Tue Aug 4 17:01:23 2020 -0700

    fix nn.dense doc (apache#18830)

    Co-authored-by: Lin <[email protected]>

commit 2e97226
Author: Leonard Lausen <[email protected]>
Date:   Tue Aug 4 21:11:32 2020 +0000

    Fix edge case when casting gluon Block before export (apache#18853)

    * Fix edge case when casting gluon Block before export

    Fixes apache#18843

    * Fix gpu test

commit b8eccc8
Author: Yang Shi <[email protected]>
Date:   Tue Aug 4 14:08:09 2020 -0700

    fix set default website version rewrite rule for cdn (apache#18856)

commit 7a40219
Author: Serge Panev <[email protected]>
Date:   Tue Aug 4 10:34:21 2020 -0700

    Remove check for subgraph with cycles (apache#18555)

    * Remove check for subgraph with cycles

    Signed-off-by: Serge Panev <[email protected]>

    * Add comments

    Signed-off-by: Serge Panev <[email protected]>

commit 95fa63f
Author: Serge Panev <[email protected]>
Date:   Mon Aug 3 17:15:02 2020 -0700

    Update the onnx-tensorrt submodule - CI to TRT7 (apache#18574)

commit 7f2e314
Author: Haibin Lin <[email protected]>
Date:   Mon Aug 3 16:09:48 2020 -0700

    update setup.py (apache#18850)

    * update setup.py

    * update python version

    Co-authored-by: Lin <[email protected]>

commit f872b43
Author: Leonard Lausen <[email protected]>
Date:   Mon Aug 3 20:11:06 2020 +0000

    Protobuf_USE_STATIC_LIBS must be set on Apple too (apache#18851)

    Fixes apache#18840

commit 4bb8224
Author: Yang Shi <[email protected]>
Date:   Mon Aug 3 12:30:13 2020 -0700

    Fixed python website double scroller and improve UX (apache#18845)

    * make python site header scroll aware and avoid double scroller

    * add compiled assets

    * adjust python site second header height

    * add new line

    * set focus to main content on DOM load

commit 7a5a488
Author: Iblis Lin <[email protected]>
Date:   Tue Aug 4 03:28:08 2020 +0800

    Fix broken link in docs/README.md (apache#18847)

commit 534cdbc
Author: Sheng Zha <[email protected]>
Date:   Mon Aug 3 11:58:33 2020 -0700

    Create greetings.yml (apache#18842)

commit 9fd2cce
Author: kpuatamazon <[email protected]>
Date:   Mon Aug 3 17:40:44 2020 +0100

    Update tests/README.md Docker instructions to match ci/README.md (apache#18848)

    Documentation was missing python3-docker and had an outdated platform.

commit 54b9e9c
Author: Sheng Zha <[email protected]>
Date:   Mon Aug 3 08:59:33 2020 -0700

    remove unnecessary usage of pretrained models, and prefer smaller size (apache#18844)

commit 51340d8
Author: Haibin Lin <[email protected]>
Date:   Sat Aug 1 16:23:03 2020 -0700

    Add compiled_with_cxx11_abi API  (apache#18836)

    * draft

    * add impl

    * add test

    * set default val

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

commit 5a22193
Author: Sheng Zha <[email protected]>
Date:   Fri Jul 31 17:06:17 2020 -0700

    [NumPy] allow mixed array types (apache#18562)

    * allow mixed types in array func protocol

    * fix apache#18746

    * add support for memory share check

commit 08a5ee3
Author: Tao Lv <[email protected]>
Date:   Sat Aug 1 03:38:20 2020 +0800

    fix gelu to use erf based algorithm (apache#18827)

commit ac36089
Author: Leonard Lausen <[email protected]>
Date:   Fri Jul 31 04:54:10 2020 +0000

    Fixup move gluon.metric api docs (apache#18748)

    * Fix metric API page

    * Update index.rst

commit 7a24006
Author: Leonard Lausen <[email protected]>
Date:   Fri Jul 31 02:58:55 2020 +0000

    Enable DIST_KVSTORE by default in staticbuild (apache#18796)

    * Enable DIST_KVSTORE by default in staticbuild

    set(USE_DIST_KVSTORE ON CACHE BOOL "Build with DIST_KVSTORE support")

    * Ensure static linkage of dependencies

    * Fix for OS X

    * Fix shell syntax

    * Alternate approach to force static linkage of libprotobuf

commit aa53291
Author: Yang Shi <[email protected]>
Date:   Thu Jul 30 19:53:27 2020 -0700

    add adaptive left margin for python site document body (apache#18828)

commit 045efb2
Author: Sheng Zha <[email protected]>
Date:   Thu Jul 30 19:19:33 2020 -0700

    [NumPy] DLPack refactor and npx.from_numpy (apache#18656)

    * refactor dlpack and add from_numpy to npx

    * remove reference of DeepNumPy

    * map platform-dependent types to fixed-size types

    * update DMLC_LOG_FATAL_THROW

    * fix flaky

    * fix flaky

    * test no error

commit 608afef
Author: Xi Wang <[email protected]>
Date:   Fri Jul 31 02:30:25 2020 +0800

    Fix dirichlet flaky tests (apache#18817)

    * make parameter smoother

    * minor changes

commit 6bbd531
Author: Leonard Lausen <[email protected]>
Date:   Wed Jul 29 20:31:19 2020 +0000

    Update clang-tidy integration (apache#18815)

    Run clang-tidy via cmake only on the code managed by mxnet (and not 3rdparty dependencies), update to clang-tidy-10 and run clang-tidy-10 -fix to fix all the warnings that are enforced on CI.

    Developers can run clang-tidy by specifying the -DCMAKE_CXX_CLANG_TIDY="clang-tidy-10" to cmake, or using the python ci/build.py -R --platform ubuntu_cpu /work/runtime_functions.sh build_ubuntu_cpu_clang_tidy script.

commit b685fad
Author: Yang Shi <[email protected]>
Date:   Wed Jul 29 12:22:12 2020 -0700

    use regex that is supported by all browsers (apache#18811)

commit 9308aca
Author: Yang Shi <[email protected]>
Date:   Wed Jul 29 12:21:42 2020 -0700

    remove other language bindings section from website api page (apache#18783)

    * remove other language bindings section from api page

    * remove language binding docs redirect

    * add call for contribution banner

    * modify call for contribution wording

    Co-authored-by: Aaron Markham <[email protected]>

    * more wording modification

    Co-authored-by: Aaron Markham <[email protected]>

    * add hyperlink to 1.x version in banner

    * add reference to the C api deprecation github issue

    Co-authored-by: Aaron Markham <[email protected]>

commit 915f6b4
Author: Yang Shi <[email protected]>
Date:   Wed Jul 29 11:28:37 2020 -0700

    Remove deepnumpy reference and move Numpy tutorials to top level (apache#18798)

    * move np tutorials to top level

    * replace deepnumpy reference to np

    * add info in card

    * remove useless entry

    * replace NDArray API card with np.ndarray

    * python site refactor

    * remove duplicated drawer and refactor layout

    * extend document width to 100% for xl devices

commit e9829e7
Author: Joe Evans <[email protected]>
Date:   Tue Jul 28 18:53:29 2020 -0700

    Cherry-pick large tensor support from apache#18752. (apache#18804)

    Co-authored-by: Joe Evans <[email protected]>

commit 126636c
Author: Leonard Lausen <[email protected]>
Date:   Tue Jul 28 22:11:20 2020 +0000

    Fix naming in runtime_functions.sh (apache#18795)

commit f83dbac
Author: Haibin Lin <[email protected]>
Date:   Tue Jul 28 11:48:05 2020 -0700

    remove executor manager from API doc (apache#18802)

    Co-authored-by: Lin <[email protected]>

commit 7908d7e
Author: Yiyan66 <[email protected]>
Date:   Tue Jul 28 15:11:19 2020 +0800

    [numpy] fix flaky mixed precision binary error (apache#18660)

    * temp

    * change test

    * fix bad func call

    * test

    * rectify

    * doc

    * change test

commit a807f6d
Author: Sheng Zha <[email protected]>
Date:   Mon Jul 27 22:06:50 2020 -0700

    [NumPy] loss for np array (apache#17196)

    * loss for np/nd array

    * fix flaky

commit 74430a9
Author: phile <[email protected]>
Date:   Tue Jul 28 06:44:54 2020 +0800

    remove NLL in metric (apache#18794)

commit 9e77e81
Author: Przemyslaw Tredak <[email protected]>
Date:   Mon Jul 27 14:27:52 2020 -0700

    Update CUB and include it only for CUDA < 11 (apache#18799)

commit 98b3f73
Author: Sheng Zha <[email protected]>
Date:   Sat Jul 25 16:19:36 2020 -0700

    add support for np.ndarray in autograd.function (apache#18790)

commit c1db2d5
Author: Leonard Lausen <[email protected]>
Date:   Sat Jul 25 16:58:45 2020 +0000

    Remove caffe plugin (apache#18787)

    * Remove caffe plugin

    * Fix

    * Remove CXX14 feature flag

    * Update test

commit 2fbd182
Author: Leonard Lausen <[email protected]>
Date:   Sat Jul 25 02:48:30 2020 +0000

    Split up CI sanity test functions to enable fine-grained trigger (apache#18786)

    Developers can now trigger fine grained checks:

    python ci/build.py -R --platform ubuntu_cpu /work/runtime_functions.sh sanity_python
    python ci/build.py -R --platform ubuntu_cpu /work/runtime_functions.sh sanity_license
    etc

commit 06b5d22
Author: Serge Panev <[email protected]>
Date:   Fri Jul 24 14:22:42 2020 -0700

    ONNX import: use Conv pad attribute for symmetrical padding (apache#18675)

    Signed-off-by: Serge Panev <[email protected]>

commit e31ad77
Author: Yang Shi <[email protected]>
Date:   Thu Jul 23 11:33:31 2020 -0700

    set website default version to current stable (1.6) version (apache#18738)

    * set website default version - test redirect

    * enable first time redirect on all master website pages

    * update test code

    * remove unnecessary test code

    * fix typo

    * delete test code

commit 02ae456
Author: Dick Carter <[email protected]>
Date:   Thu Jul 23 11:17:10 2020 -0700

    Improve environment variable handling in unittests (apache#18424)

    This PR makes it easy to create unittests that require specific settings of environment variables, while avoiding the pitfalls (discussed in comments section). This PR can be considered a recasting and expansion of the great vision of @larroy in creating the EnvManager class in apache#13140.

    In its base form, the facility is a drop-in replacement for EnvManager, and is called 'environment':

    with environment('MXNET_MY_NEW_FEATURE', '1'):
        <test with feature enabled>
    with environment('MXNET_MY_NEW_FEATURE', '0'):
        <test with feature disabled>

    Like EnvManager, this facility takes care of the save/restore of the previous environment variable state, including when exceptions are raised. In addition though, this PR introduces the features:

        A similarly-named unittest decorator: @with_environment(key, value)
        The ability to pass in multiple env vars as a dict (as is needed for some tests) in both forms, so for example:

    with environment({'MXNET_FEATURE_A': '1',
                      'MXNET_FEATURE_B': '1'}):
        <test with both features enabled>

        Works on Windows! This PR includes a wrapping of the backend's setenv() and getenv() functions, and uses this direct access to the backend environment to keep it in sync with the python environment. This works around the problem that the C Runtime on Windows gets a snapshot of the Python environment at startup that is immutable from Python.
        with environment() has a simple implementation using the @contextmanager decorator
        Tests are included that validate the facility works with all combinations of before_val/set_val, namely unset/unset, unset/set, set/unset, set/set.

    There were 5 unittests previously using EnvManager, and this PR shifts those uses to with environment():, while converting over 20 other ad-hoc uses of os.environ[] within the unittests. This PR also enables those unittests that were bypassed on Windows (due to the inability to set environment variables) to run on all platforms.

    Further Comments

    Environment variables are a two-edged sword- they enable useful operating modes for testing, debugging or niche applications, but like all features they must be tested. The correct approach for testing with a particular env var setting is:

    def set_env_var(key, value):
        if value is None:
            os.environ.pop(key, None)
        else:
            os.environ[key] = value

    old_env_var_value = os.environ.get(env_var_name)
    try:
        set_env_var(env_var_name, test_env_var_value)
        <perform test>
    finally:
        set_env_var(env_var_name, old_env_var_value )

    The above code makes no assumption about whether the before-test and within-test state of the env var is set or unset, and restores the prior environment even if the test raises an exception. This represents a lot of boiler-plate code that could be potentially mishandled. The with environment() context makes it simple to handle all this properly. If an entire unittest wants a forced env var setting, then using the @with_environment() decorator avoids the code indent of the with environment() approach if used otherwise within the test.

commit 18af71e
Author: Leonard Lausen <[email protected]>
Date:   Thu Jul 23 18:09:10 2020 +0000

    CI: Migrate remaining Dockerfiles to docker-compose.yml and remove unused code (apache#18771)

    * Migrate remaining Dockerfiles to docker-compose.yml

    - Delete unused Dockerfiles
    - Delete unused install/*.sh scripts
    - Consolidate ubuntu_gpu_tensorrt and ubuntu_gpu
    - Remove deprecated logic in ci/build.py (no longer needed with
      docker-compose)
    - Remove ci/docker_cache.py (no longer needed with docker-compose)

    * Fix

    * Fix

    * Fix ubuntu_cpu_jekyll

commit 1928117
Author: Przemyslaw Tredak <[email protected]>
Date:   Tue Jul 21 23:35:15 2020 -0700

    Fix crash when accessing already destructed static variables (apache#18768)

commit a330a02
Author: Leonard Lausen <[email protected]>
Date:   Wed Jul 22 06:31:47 2020 +0000

    Fix mx.symbol.numpy._Symbol.__deepcopy__ logic error (apache#18686)

    * Fix mx.symbol.numpy._Symbol.__deepcopy__ logic error

    Performed shallow copy instead of deep copy

    * Test

    * Fix test

commit 9548b0c
Author: Leonard Lausen <[email protected]>
Date:   Tue Jul 21 21:42:01 2020 +0000

    Remove duplicate settings in .codecov.yml (apache#18763)

    New PRs started showing the codecov/project badge again due apparent change in codecov's backend resolving these duplicate options specified in .codecov.yml
zheyuye added a commit to zheyuye/incubator-mxnet that referenced this pull request Aug 19, 2020
@zheyuye
Squashed commit of the following:
3e2c2f9 
commit 8794a0a
Author: Zhaoqi Zhu <[email protected]>
Date:   Tue Aug 18 17:36:42 2020 -0700

    Numpy Dot Large Tensor Fix (apache#18925)

    * fix np dot

    * add test

    * fix test

    * tweak test

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

commit 32994bb
Author: Przemyslaw Tredak <[email protected]>
Date:   Tue Aug 18 15:15:50 2020 -0700

    Fix setting cudnn bias stride (apache#18905)

commit c789d02
Author: Leonard Lausen <[email protected]>
Date:   Tue Aug 18 16:57:35 2020 +0000

    Fix Python docs (apache#18924)

    * Fix Python docs

    * Fix

    * Fix

commit 0afeb97
Author: nihui <[email protected]>
Date:   Tue Aug 18 22:03:57 2020 +0800

    Fix instancenorm math equation (apache#18955)

commit e06ee4e
Author: Przemyslaw Tredak <[email protected]>
Date:   Mon Aug 17 23:07:37 2020 -0700

    Faster GPU frozen BatchNorm (apache#17368)

    * Better frozen batchnorm

    * Continue FreezeBN

    * Optimizations

    * Reduce number of mod operations

    * Cleaning

    * Fixing frozen bn with fix_gamma=False

    * Fix lint in BN

    * Backward frozen batchnorm

    * More work on backward of Frozen BN

    * Let it compile

    * NCHW Frozen BN backward

    * Frozen BN backward NHWC

    * Cleaning

    * Remove the change to Makefile

    * Fix from rebase

    * Temp space for BN backward

    * Fix from review

    * Fix lint

    * Changes from review

commit 2610c10
Author: Serge Panev <[email protected]>
Date:   Sat Aug 15 19:30:50 2020 -0700

    Change Partition API's options_map to std::unordered_map (apache#18929)

    Signed-off-by: Serge Panev <[email protected]>

commit be12c8d
Author: Sheng Zha <[email protected]>
Date:   Fri Aug 14 17:35:34 2020 -0700

    [Website] adjust website structure (apache#18839)

    * adjust website structure

    * update per comments

    * adjust ecosystem page

    * add ray tune

    * fix issues

    * update notebooks

    * fix breakage

commit daf8b43
Author: Sam Skalicky <[email protected]>
Date:   Fri Aug 14 14:36:30 2020 -0700

    Support extra inputs for subgraph ops (apache#18779)

    Support additional inputs to custom subgraph ops that are not direct dependencies to ops in the subgraph. This will enable various use cases: custom control flow ops, custom ops that maintain a state that should be saved/loaded, etc.

    Highlights:

    * Added test that uses a graph pass (addInputPass) to add a new custom input to the subgraph op

    * Added new optional argument (clear) to hybridize & optimize_for APIs in Gluon Block to enable multiple optimizations

    * refactored lib_api.h JSON utilities

    * added new Graph data structure utilities to simplify custom graph passes

    * refactored custom op registration

    * enhanced custom subgraph op to support additional inputs to subgraph op that is not an input to ops in the subgraph

    * updated subgraph & graph pass READMEs

    * Added error messaging from external library

commit 86e96dc
Author: Przemyslaw Tredak <[email protected]>
Date:   Thu Aug 13 22:27:10 2020 -0700

    Fix backward of arctan2 and rarctan2 scalar on GPU (apache#18440)

commit ee80b77
Author: bgawrych <[email protected]>
Date:   Fri Aug 14 07:19:52 2020 +0200

    Fix default CPU allocator memory alignment (apache#18885)

    * Replace std::malloc to aligned memory allocation in Pooled StorageManager

    * Add test checking CPU memory alignment

    * Fix memory allocation success check

    * Fix sanity

commit 344587f
Author: MoisesHer <[email protected]>
Date:   Thu Aug 13 22:18:26 2020 -0700

    Safe accumulation for computing gradient in Embedding & Take (apache#18385)

    * Safe accumulation for computing gradient in Embedding & Take

    * Fix bug in TakeGrad: initialize temporal storage for safe_accumulation

    * fix lint

    * make MXNET_SAFE_ACCUMULATION compatible with Windows

    * Increase test coverage: small inputs & SAFE_ACCUMULATION

commit a2b400c
Author: Joshua Z. Zhang <[email protected]>
Date:   Wed Aug 12 22:47:47 2020 -0700

    fix center element not being copied (apache#18917)

commit e2cbf66
Author: Leonard Lausen <[email protected]>
Date:   Wed Aug 12 16:22:17 2020 +0000

    Revert "drop list support for gluon trainer (apache#18877)" (apache#18892)

    This reverts commit d5fdcbf.

commit 83d2af5
Author: Xi Wang <[email protected]>
Date:   Wed Aug 12 15:25:17 2020 +0800

    Gamma reparameterization gradient (apache#18852)

    * gamma grad wip

    * gamma grad wip

    * test tbd

    * fix grad

    * change scale to the frontend

    * fix bugs

    * change distributions.gamma

    * fix test and operator tune

commit f2a8b97
Author: Leonard Lausen <[email protected]>
Date:   Wed Aug 12 01:51:11 2020 +0000

    Remove manually created symbolic link to ninja-build (apache#18906)

    apache@6bcfce9 for master branch

commit 016c166
Author: JackieWu <[email protected]>
Date:   Wed Aug 12 03:54:46 2020 +0800

    remove upper bound (apache#18857)

commit e101d68
Author: Xi Wang <[email protected]>
Date:   Tue Aug 11 12:50:26 2020 +0800

    [Gluon] Add VAE demo (apache#18758)

    * add VAE demo

    * minor changes

    * change format to md

    * minor changes

    * add liscence

    * Update VAE.md

    * update vae demo

    * remove unnecessary files

commit d0e17e5
Author: Ke Han <[email protected]>
Date:   Mon Aug 10 12:48:56 2020 +0800

    [Numpy] FFI: sort, argsort, vstack etc (apache#17857)

    * * sort FFI

    * * argsort FFI

    * * vstack, row_stack FFI

    * * greater FFI

    * * inner FFI

    * multinomial FFI

    * rand FFI

    * randn FFI

    * * Fix input out of index and rscalar of greater

    * * Fix ndarray situation

    * * Fix sanity

    * fix lint

    * fix bugs

    * * Remove duplicate operator (greater)

    * * Fix Tuple downcast Error (Only Integer)
    * Fix segmentation fault(pointer)

    Co-authored-by: Sheng Zha <[email protected]>

commit 5c50475
Author: Liu, Hao <[email protected]>
Date:   Mon Aug 10 08:15:22 2020 +0800

    fix pooling_convention warning when convert model to onnx (apache#18529)

    * fix  pooling_convention warning

    * fix pooling_convention warning

    * fix lint

    Co-authored-by: JackieWu <[email protected]>

commit d52d9c6
Author: Sheng Zha <[email protected]>
Date:   Sun Aug 9 13:33:03 2020 -0700

    Revert "Add SOVERSION when build shared libmxnet.so library (apache#17815)" (apache#18882)

    This reverts commit d101c3c.

commit 706c369
Author: Ziyue Huang <[email protected]>
Date:   Sun Aug 9 07:55:16 2020 +0800

    fix trainer when the model involves share_parameters (apache#18880)

    * fix trainer when using shared_param

    * add unittest

commit cf908fd
Author: Xingjian Shi <[email protected]>
Date:   Fri Aug 7 19:55:36 2020 -0700

    [Numpy][Bugfix] Add hybridization test to loss layers (apache#18876)

    * Test for hybridization

    * fix typo

    * fix

    * fix test

    * update

    * Update loss.py

    * fix bug of sum

commit d5fdcbf
Author: Haibin Lin <[email protected]>
Date:   Fri Aug 7 18:11:16 2020 -0700

    drop list support for gluon trainer (apache#18877)

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

commit dde635f
Author: Leonard Lausen <[email protected]>
Date:   Fri Aug 7 21:16:24 2020 +0000

    Re-enable the linker version scripts for binary distribution (apache#18872)

    * Symbol visibility

    * Fix

commit 1694d2f
Author: Sheng Zha <[email protected]>
Date:   Fri Aug 7 11:21:22 2020 -0700

    [CI] remove data.mxnet.io usage for CI stability (apache#18871)

    * remove duplicate mnist functions

    * remove data.mxnet.io usage in tests

    * add waitall

commit 708a900
Author: Serge Panev <[email protected]>
Date:   Fri Aug 7 10:46:22 2020 -0700

    Fix a bug in MXNet-TensorRT (apache#18870)

    Signed-off-by: Serge Panev <[email protected]>

commit d101c3c
Author: Gustavo Alvarez <[email protected]>
Date:   Fri Aug 7 04:34:51 2020 +0200

    Add SOVERSION when build shared libmxnet.so library (apache#17815)

    https://en.wikipedia.org/wiki/Soname
    https://cmake.org/cmake/help/latest/prop_tgt/SOVERSION.html

    Co-authored-by: Leonard Lausen <[email protected]>

commit a3eabf0
Author: Leonard Lausen <[email protected]>
Date:   Thu Aug 6 15:52:52 2020 +0000

    Fix MXLibInfoCompiledWithCXX11ABI (apache#18864)

    * Fix MXLibInfoCompiledWithCXX11ABI

    * Fix test

commit 84f8984
Author: bgawrych <[email protected]>
Date:   Thu Aug 6 04:32:39 2020 +0200

    ElementWiseSum fix for oneDNN  (apache#18859)

    * Fix ElementwiseSum for DNNL

    * Add test for oneDNN ElemwiseSum

    Co-authored-by: Bart Gawrych <[email protected]>

commit a78f137
Author: Yang Shi <[email protected]>
Date:   Wed Aug 5 14:24:46 2020 -0700

    improve python api website ux - make toc sticky (apache#18863)

commit 0f65ef6
Author: Xi Wang <[email protected]>
Date:   Wed Aug 5 10:48:50 2020 +0800

    nb fix (apache#18858)

commit 7b7cef5
Author: Serge Panev <[email protected]>
Date:   Tue Aug 4 18:23:48 2020 -0700

     MXNet-TRT: Add PrePartition param caching - move init_tensorrt_params logic  (apache#18490)

    * Update to TRT 7 API

    Signed-off-by: Serge Panev <[email protected]>

    * Add PrePartition param caching - move init_tensorrt_params logic

    Signed-off-by: Serge Panev <[email protected]>

    * Handle node with no defined input

    Signed-off-by: Serge Panev <[email protected]>

    * Remove tmp comment

    Signed-off-by: Serge Panev <[email protected]>

commit 59e200a
Author: Haibin Lin <[email protected]>
Date:   Tue Aug 4 17:01:23 2020 -0700

    fix nn.dense doc (apache#18830)

    Co-authored-by: Lin <[email protected]>

commit 2e97226
Author: Leonard Lausen <[email protected]>
Date:   Tue Aug 4 21:11:32 2020 +0000

    Fix edge case when casting gluon Block before export (apache#18853)

    * Fix edge case when casting gluon Block before export

    Fixes apache#18843

    * Fix gpu test

commit b8eccc8
Author: Yang Shi <[email protected]>
Date:   Tue Aug 4 14:08:09 2020 -0700

    fix set default website version rewrite rule for cdn (apache#18856)

commit 7a40219
Author: Serge Panev <[email protected]>
Date:   Tue Aug 4 10:34:21 2020 -0700

    Remove check for subgraph with cycles (apache#18555)

    * Remove check for subgraph with cycles

    Signed-off-by: Serge Panev <[email protected]>

    * Add comments

    Signed-off-by: Serge Panev <[email protected]>

commit 95fa63f
Author: Serge Panev <[email protected]>
Date:   Mon Aug 3 17:15:02 2020 -0700

    Update the onnx-tensorrt submodule - CI to TRT7 (apache#18574)

commit 7f2e314
Author: Haibin Lin <[email protected]>
Date:   Mon Aug 3 16:09:48 2020 -0700

    update setup.py (apache#18850)

    * update setup.py

    * update python version

    Co-authored-by: Lin <[email protected]>

commit f872b43
Author: Leonard Lausen <[email protected]>
Date:   Mon Aug 3 20:11:06 2020 +0000

    Protobuf_USE_STATIC_LIBS must be set on Apple too (apache#18851)

    Fixes apache#18840

commit 4bb8224
Author: Yang Shi <[email protected]>
Date:   Mon Aug 3 12:30:13 2020 -0700

    Fixed python website double scroller and improve UX (apache#18845)

    * make python site header scroll aware and avoid double scroller

    * add compiled assets

    * adjust python site second header height

    * add new line

    * set focus to main content on DOM load

commit 7a5a488
Author: Iblis Lin <[email protected]>
Date:   Tue Aug 4 03:28:08 2020 +0800

    Fix broken link in docs/README.md (apache#18847)

commit 534cdbc
Author: Sheng Zha <[email protected]>
Date:   Mon Aug 3 11:58:33 2020 -0700

    Create greetings.yml (apache#18842)

commit 9fd2cce
Author: kpuatamazon <[email protected]>
Date:   Mon Aug 3 17:40:44 2020 +0100

    Update tests/README.md Docker instructions to match ci/README.md (apache#18848)

    Documentation was missing python3-docker and had an outdated platform.

commit 54b9e9c
Author: Sheng Zha <[email protected]>
Date:   Mon Aug 3 08:59:33 2020 -0700

    remove unnecessary usage of pretrained models, and prefer smaller size (apache#18844)

commit 51340d8
Author: Haibin Lin <[email protected]>
Date:   Sat Aug 1 16:23:03 2020 -0700

    Add compiled_with_cxx11_abi API  (apache#18836)

    * draft

    * add impl

    * add test

    * set default val

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

commit 5a22193
Author: Sheng Zha <[email protected]>
Date:   Fri Jul 31 17:06:17 2020 -0700

    [NumPy] allow mixed array types (apache#18562)

    * allow mixed types in array func protocol

    * fix apache#18746

    * add support for memory share check

commit 08a5ee3
Author: Tao Lv <[email protected]>
Date:   Sat Aug 1 03:38:20 2020 +0800

    fix gelu to use erf based algorithm (apache#18827)

commit ac36089
Author: Leonard Lausen <[email protected]>
Date:   Fri Jul 31 04:54:10 2020 +0000

    Fixup move gluon.metric api docs (apache#18748)

    * Fix metric API page

    * Update index.rst

commit 7a24006
Author: Leonard Lausen <[email protected]>
Date:   Fri Jul 31 02:58:55 2020 +0000

    Enable DIST_KVSTORE by default in staticbuild (apache#18796)

    * Enable DIST_KVSTORE by default in staticbuild

    set(USE_DIST_KVSTORE ON CACHE BOOL "Build with DIST_KVSTORE support")

    * Ensure static linkage of dependencies

    * Fix for OS X

    * Fix shell syntax

    * Alternate approach to force static linkage of libprotobuf

commit aa53291
Author: Yang Shi <[email protected]>
Date:   Thu Jul 30 19:53:27 2020 -0700

    add adaptive left margin for python site document body (apache#18828)

commit 045efb2
Author: Sheng Zha <[email protected]>
Date:   Thu Jul 30 19:19:33 2020 -0700

    [NumPy] DLPack refactor and npx.from_numpy (apache#18656)

    * refactor dlpack and add from_numpy to npx

    * remove reference of DeepNumPy

    * map platform-dependent types to fixed-size types

    * update DMLC_LOG_FATAL_THROW

    * fix flaky

    * fix flaky

    * test no error

commit 608afef
Author: Xi Wang <[email protected]>
Date:   Fri Jul 31 02:30:25 2020 +0800

    Fix dirichlet flaky tests (apache#18817)

    * make parameter smoother

    * minor changes

commit 6bbd531
Author: Leonard Lausen <[email protected]>
Date:   Wed Jul 29 20:31:19 2020 +0000

    Update clang-tidy integration (apache#18815)

    Run clang-tidy via cmake only on the code managed by mxnet (and not 3rdparty dependencies), update to clang-tidy-10 and run clang-tidy-10 -fix to fix all the warnings that are enforced on CI.

    Developers can run clang-tidy by specifying the -DCMAKE_CXX_CLANG_TIDY="clang-tidy-10" to cmake, or using the python ci/build.py -R --platform ubuntu_cpu /work/runtime_functions.sh build_ubuntu_cpu_clang_tidy script.

commit b685fad
Author: Yang Shi <[email protected]>
Date:   Wed Jul 29 12:22:12 2020 -0700

    use regex that is supported by all browsers (apache#18811)

commit 9308aca
Author: Yang Shi <[email protected]>
Date:   Wed Jul 29 12:21:42 2020 -0700

    remove other language bindings section from website api page (apache#18783)

    * remove other language bindings section from api page

    * remove language binding docs redirect

    * add call for contribution banner

    * modify call for contribution wording

    Co-authored-by: Aaron Markham <[email protected]>

    * more wording modification

    Co-authored-by: Aaron Markham <[email protected]>

    * add hyperlink to 1.x version in banner

    * add reference to the C api deprecation github issue

    Co-authored-by: Aaron Markham <[email protected]>

commit 915f6b4
Author: Yang Shi <[email protected]>
Date:   Wed Jul 29 11:28:37 2020 -0700

    Remove deepnumpy reference and move Numpy tutorials to top level (apache#18798)

    * move np tutorials to top level

    * replace deepnumpy reference to np

    * add info in card

    * remove useless entry

    * replace NDArray API card with np.ndarray

    * python site refactor

    * remove duplicated drawer and refactor layout

    * extend document width to 100% for xl devices

commit e9829e7
Author: Joe Evans <[email protected]>
Date:   Tue Jul 28 18:53:29 2020 -0700

    Cherry-pick large tensor support from apache#18752. (apache#18804)

    Co-authored-by: Joe Evans <[email protected]>

commit 126636c
Author: Leonard Lausen <[email protected]>
Date:   Tue Jul 28 22:11:20 2020 +0000

    Fix naming in runtime_functions.sh (apache#18795)

commit f83dbac
Author: Haibin Lin <[email protected]>
Date:   Tue Jul 28 11:48:05 2020 -0700

    remove executor manager from API doc (apache#18802)

    Co-authored-by: Lin <[email protected]>

commit 7908d7e
Author: Yiyan66 <[email protected]>
Date:   Tue Jul 28 15:11:19 2020 +0800

    [numpy] fix flaky mixed precision binary error (apache#18660)

    * temp

    * change test

    * fix bad func call

    * test

    * rectify

    * doc

    * change test

commit a807f6d
Author: Sheng Zha <[email protected]>
Date:   Mon Jul 27 22:06:50 2020 -0700

    [NumPy] loss for np array (apache#17196)

    * loss for np/nd array

    * fix flaky

commit 74430a9
Author: phile <[email protected]>
Date:   Tue Jul 28 06:44:54 2020 +0800

    remove NLL in metric (apache#18794)

commit 9e77e81
Author: Przemyslaw Tredak <[email protected]>
Date:   Mon Jul 27 14:27:52 2020 -0700

    Update CUB and include it only for CUDA < 11 (apache#18799)

commit 98b3f73
Author: Sheng Zha <[email protected]>
Date:   Sat Jul 25 16:19:36 2020 -0700

    add support for np.ndarray in autograd.function (apache#18790)

commit c1db2d5
Author: Leonard Lausen <[email protected]>
Date:   Sat Jul 25 16:58:45 2020 +0000

    Remove caffe plugin (apache#18787)

    * Remove caffe plugin

    * Fix

    * Remove CXX14 feature flag

    * Update test

commit 2fbd182
Author: Leonard Lausen <[email protected]>
Date:   Sat Jul 25 02:48:30 2020 +0000

    Split up CI sanity test functions to enable fine-grained trigger (apache#18786)

    Developers can now trigger fine grained checks:

    python ci/build.py -R --platform ubuntu_cpu /work/runtime_functions.sh sanity_python
    python ci/build.py -R --platform ubuntu_cpu /work/runtime_functions.sh sanity_license
    etc

commit 06b5d22
Author: Serge Panev <[email protected]>
Date:   Fri Jul 24 14:22:42 2020 -0700

    ONNX import: use Conv pad attribute for symmetrical padding (apache#18675)

    Signed-off-by: Serge Panev <[email protected]>

commit e31ad77
Author: Yang Shi <[email protected]>
Date:   Thu Jul 23 11:33:31 2020 -0700

    set website default version to current stable (1.6) version (apache#18738)

    * set website default version - test redirect

    * enable first time redirect on all master website pages

    * update test code

    * remove unnecessary test code

    * fix typo

    * delete test code

commit 02ae456
Author: Dick Carter <[email protected]>
Date:   Thu Jul 23 11:17:10 2020 -0700

    Improve environment variable handling in unittests (apache#18424)

    This PR makes it easy to create unittests that require specific settings of environment variables, while avoiding the pitfalls (discussed in comments section). This PR can be considered a recasting and expansion of the great vision of @larroy in creating the EnvManager class in apache#13140.

    In its base form, the facility is a drop-in replacement for EnvManager, and is called 'environment':

    with environment('MXNET_MY_NEW_FEATURE', '1'):
        <test with feature enabled>
    with environment('MXNET_MY_NEW_FEATURE', '0'):
        <test with feature disabled>

    Like EnvManager, this facility takes care of the save/restore of the previous environment variable state, including when exceptions are raised. In addition though, this PR introduces the features:

        A similarly-named unittest decorator: @with_environment(key, value)
        The ability to pass in multiple env vars as a dict (as is needed for some tests) in both forms, so for example:

    with environment({'MXNET_FEATURE_A': '1',
                      'MXNET_FEATURE_B': '1'}):
        <test with both features enabled>

        Works on Windows! This PR includes a wrapping of the backend's setenv() and getenv() functions, and uses this direct access to the backend environment to keep it in sync with the python environment. This works around the problem that the C Runtime on Windows gets a snapshot of the Python environment at startup that is immutable from Python.
        with environment() has a simple implementation using the @contextmanager decorator
        Tests are included that validate the facility works with all combinations of before_val/set_val, namely unset/unset, unset/set, set/unset, set/set.

    There were 5 unittests previously using EnvManager, and this PR shifts those uses to with environment():, while converting over 20 other ad-hoc uses of os.environ[] within the unittests. This PR also enables those unittests that were bypassed on Windows (due to the inability to set environment variables) to run on all platforms.

    Further Comments

    Environment variables are a two-edged sword- they enable useful operating modes for testing, debugging or niche applications, but like all features they must be tested. The correct approach for testing with a particular env var setting is:

    def set_env_var(key, value):
        if value is None:
            os.environ.pop(key, None)
        else:
            os.environ[key] = value

    old_env_var_value = os.environ.get(env_var_name)
    try:
        set_env_var(env_var_name, test_env_var_value)
        <perform test>
    finally:
        set_env_var(env_var_name, old_env_var_value )

    The above code makes no assumption about whether the before-test and within-test state of the env var is set or unset, and restores the prior environment even if the test raises an exception. This represents a lot of boiler-plate code that could be potentially mishandled. The with environment() context makes it simple to handle all this properly. If an entire unittest wants a forced env var setting, then using the @with_environment() decorator avoids the code indent of the with environment() approach if used otherwise within the test.

commit 18af71e
Author: Leonard Lausen <[email protected]>
Date:   Thu Jul 23 18:09:10 2020 +0000

    CI: Migrate remaining Dockerfiles to docker-compose.yml and remove unused code (apache#18771)

    * Migrate remaining Dockerfiles to docker-compose.yml

    - Delete unused Dockerfiles
    - Delete unused install/*.sh scripts
    - Consolidate ubuntu_gpu_tensorrt and ubuntu_gpu
    - Remove deprecated logic in ci/build.py (no longer needed with
      docker-compose)
    - Remove ci/docker_cache.py (no longer needed with docker-compose)

    * Fix

    * Fix

    * Fix ubuntu_cpu_jekyll

commit 1928117
Author: Przemyslaw Tredak <[email protected]>
Date:   Tue Jul 21 23:35:15 2020 -0700

    Fix crash when accessing already destructed static variables (apache#18768)

commit a330a02
Author: Leonard Lausen <[email protected]>
Date:   Wed Jul 22 06:31:47 2020 +0000

    Fix mx.symbol.numpy._Symbol.__deepcopy__ logic error (apache#18686)

    * Fix mx.symbol.numpy._Symbol.__deepcopy__ logic error

    Performed shallow copy instead of deep copy

    * Test

    * Fix test

commit 9548b0c
Author: Leonard Lausen <[email protected]>
Date:   Tue Jul 21 21:42:01 2020 +0000

    Remove duplicate settings in .codecov.yml (apache#18763)

    New PRs started showing the codecov/project badge again due apparent change in codecov's backend resolving these duplicate options specified in .codecov.yml
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same calculation for CrossEntropy and NegativeLogLikelihood in mxnet.metric
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@acphile @mxnet-bot @szha