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    omit 07d7a94  Fix build failure
    omit b6b7b20  Numpy Tensordot Operator  (#15349)
    omit 8d6862d  [Numpy] Numpy hstack (#15302)
    omit 88e4718  numpy eye op (#15282)
    omit 94b4f5d  fix memory override bug in multinomial (#15397)
    omit 539c66f  [Numpy] Numpy compatible argsort (#15501)
    omit 92c6814  Numpy Trace (#15258)
    omit 27f7d76  [numpy][doc-fix] zeros_like, linspace, reciprocal, square, 
and arcsin (#15377)
    omit d7256c4  [numpy][doc-fix] mean, transpose, stack, split, log2, rint 
and radians (#15370)
    omit acb7dd7  [numpy][doc-fix] sum, copy, tile, argmax, sign, log, degrees 
(#15382)
    omit 9022d3c  [numpy] fix cython (#15418)
    omit 244c910  [numpy] Fix several places in numpy (#15398)
    omit 82f0094  add doc for multinomial, dot, cumsum, clip, abs, exp, arctan 
(#15386)
    omit 75567b9  [numpy] Change d2l chapters cv and gan to use numpy (#15368)
    omit 0a15f7e  [numpy] Misc fix for other chapters (#15332)
    omit 454e864  numpy-compatible cumsum (#15309)
    omit 578ad3c  Numpy compatible linspace (#15256)
    omit 3daaa2f  Numpy compatible multinomial (#15219)
    omit 57fc67f  Numpy compatible max (#15161)
    omit 931cc5f  [numpy] Fix d2l chapter 5 (#15264)
    omit 95b5ca7  [numpy] [DO NOT MERGE] Fix d2l chapters 9 and 13 (#15246)
    omit 30e1239  Numpy-compatible split (#15049)
    omit 7a8793a  fix for ch11 (#15244)
    omit f249ed4  [numpy] Fix d2l chapter8 (#15237)
    omit 71c344e  fix for chapter6 conv nn (#15224)
    omit ddc8b58  Fix (#15188)
    omit b1f8cdc  [numpy] Fix d2l performance regression (#15173)
    omit 111fdf2  [WIP][numpy] Fix for D2L Chapters 2/3/4 (#15139)
    omit 0320a50  numpy concatenate (#15104)
    omit d03aaaf  [numpy] Fix np branch after rebase (#15086)
    omit e0c8481  Numpy Unary Ops (#15010)
    omit bb3dea0  Numpy-compatible stack (#15027)
    omit c3534ea  Temporarily disable test_amp
    omit b888e4c  Change np_compat to np_shape
    omit 481599e  [numpy] Refactor np module (example runs through) (#15055)
    omit bbaa099  [numpy] Refactor np modules (#14989)
    omit 1258f72  [numpy] Some np ops for d2l (#14924)
    omit 8263966  numpy-compatible mean (#14859)
    omit bcebbf8  [numpy] Numpy dot (#14831)
    omit 8209e21  Enable np op compat check with name prefix (#14897)
    omit bfbdd4d  [numpy] Infra for supporting numpy ops in imperative mode and 
Gluon APIs (#14758)
    omit dd449b5  [Do not review] [Do not merge] New numpy-compatible sum 
(#14739)
     add 01fae12  bump up version from 1.5.0 to 1.6.0 on master (#15072)
     add 81ae341  [Doc] add squeeze to Array change shape (#15549)
     add 8158ba4  fix typo (#15648)
     add b00bb81  [Opperf] Add array rearrange operators to opperf (#15606)
     add e98fea3  [MKLDNN] Enable subgraph backend mkldnn by default. (#15518)
     add 5e6ba7b  [Flaky test] Skip 
test_operator_gpu.test_convolution_independent_gradients (#15631)
     add c310763  update profiler tutorial (#15580)
     new ac6b5bf  [Do not review] [Do not merge] New numpy-compatible sum 
(#14739)
     new f846831  [numpy] Infra for supporting numpy ops in imperative mode and 
Gluon APIs (#14758)
     new 3fd6581  Enable np op compat check with name prefix (#14897)
     new d019268  [numpy] Numpy dot (#14831)
     new 8251b76  numpy-compatible mean (#14859)
     new 3e1929a  [numpy] Some np ops for d2l (#14924)
     new 79abfc6  [numpy] Refactor np modules (#14989)
     new 27f7b04  [numpy] Refactor np module (example runs through) (#15055)
     new fd0cb05  Change np_compat to np_shape
     new 30e808e  Temporarily disable test_amp
     new 1e56704  Numpy-compatible stack (#15027)
     new c1e7a5e  Numpy Unary Ops (#15010)
     new 73cb5a6  [numpy] Fix np branch after rebase (#15086)
     new 5454374  numpy concatenate (#15104)
     new a7203a2  [WIP][numpy] Fix for D2L Chapters 2/3/4 (#15139)
     new c73b531  [numpy] Fix d2l performance regression (#15173)
     new ab38acb  Fix (#15188)
     new b26abdc  fix for chapter6 conv nn (#15224)
     new a402c0c  [numpy] Fix d2l chapter8 (#15237)
     new 4b2efb1  fix for ch11 (#15244)
     new fff4a91  Numpy-compatible split (#15049)
     new 011d66b  [numpy] [DO NOT MERGE] Fix d2l chapters 9 and 13 (#15246)
     new 27d5c69  [numpy] Fix d2l chapter 5 (#15264)
     new 8e74390  Numpy compatible max (#15161)
     new c81c129  Numpy compatible multinomial (#15219)
     new d4b26e5  Numpy compatible linspace (#15256)
     new 18daffe  numpy-compatible cumsum (#15309)
     new 0565405  [numpy] Misc fix for other chapters (#15332)
     new 1e415c7  [numpy] Change d2l chapters cv and gan to use numpy (#15368)
     new 13404d7  add doc for multinomial, dot, cumsum, clip, abs, exp, arctan 
(#15386)
     new 39f3420  [numpy] Fix several places in numpy (#15398)
     new 96c04c0  [numpy] fix cython (#15418)
     new fe15eb3  [numpy][doc-fix] sum, copy, tile, argmax, sign, log, degrees 
(#15382)
     new ae00c51  [numpy][doc-fix] mean, transpose, stack, split, log2, rint 
and radians (#15370)
     new 90518dd  [numpy][doc-fix] zeros_like, linspace, reciprocal, square, 
and arcsin (#15377)
     new cb8f4b6  Numpy Trace (#15258)
     new b37be26  [Numpy] Numpy compatible argsort (#15501)
     new 24a14b3  fix memory override bug in multinomial (#15397)
     new e080ceb  numpy eye op (#15282)
     new 1beb70d  [Numpy] Numpy hstack (#15302)
     new 31fbd2f  Numpy Tensordot Operator  (#15349)
     new 47f4cd3  Fix build failure

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Summary of changes:
 R-package/DESCRIPTION                              |   2 +-
 benchmark/opperf/nd_operations/README.md           |   5 -
 ...g_searching_operators.py => array_rearrange.py} |  29 +-
 benchmark/opperf/nd_operations/binary_operators.py |   4 +-
 benchmark/opperf/opperf.py                         |   4 +
 benchmark/opperf/rules/default_params.py           |  15 +-
 benchmark/opperf/utils/op_registry_utils.py        |  22 ++
 benchmark/opperf/utils/profiler_utils.py           |  20 +-
 contrib/clojure-package/README.md                  |   4 +-
 contrib/clojure-package/examples/bert/project.clj  |   2 +-
 .../clojure-package/examples/captcha/project.clj   |   2 +-
 .../examples/cnn-text-classification/project.clj   |   2 +-
 contrib/clojure-package/examples/gan/project.clj   |   2 +-
 .../examples/imclassification/project.clj          |   2 +-
 .../examples/infer/imageclassifier/project.clj     |   2 +-
 .../examples/infer/objectdetector/project.clj      |   2 +-
 .../examples/infer/predictor/project.clj           |   2 +-
 .../clojure-package/examples/module/project.clj    |   2 +-
 .../examples/multi-label/project.clj               |   2 +-
 .../examples/neural-style/project.clj              |   2 +-
 .../examples/pre-trained-models/project.clj        |   2 +-
 .../clojure-package/examples/profiler/project.clj  |   2 +-
 contrib/clojure-package/examples/rnn/project.clj   |   2 +-
 .../clojure-package/examples/tutorial/project.clj  |   2 +-
 .../examples/visualization/project.clj             |   2 +-
 contrib/clojure-package/project.clj                |   2 +-
 contrib/clojure-package/scripts/update_versions.sh |   2 +-
 cpp-package/example/inference/README.md            |   3 -
 docs/api/python/ndarray/ndarray.md                 |   1 +
 docs/faq/env_var.md                                |   3 +-
 docs/tutorials/c++/subgraphAPI.md                  |  11 +-
 docs/tutorials/mkldnn/MKLDNN_README.md             |  18 +-
 docs/tutorials/python/profiler.md                  |  27 +-
 docs/tutorials/scala/mxnet_scala_on_intellij.md    |   6 +-
 example/quantization/README.md                     |  29 +-
 example/ssd/README.md                              |   2 -
 julia/NEWS.md                                      |   5 +-
 python/mxnet/initializer.py                        |   2 +-
 python/mxnet/libinfo.py                            |   2 +-
 scala-package/README.md                            |  18 +-
 .../src/main/scala/org/apache/mxnet/NDArray.scala  |   2 +-
 .../scala/org/apache/mxnet/NDArrayCollector.scala  |  12 +-
 .../scala/org/apache/mxnet/OperatorSuite.scala     |   8 +-
 scala-package/mxnet-demo/java-demo/README.md       |   4 +-
 scala-package/mxnet-demo/java-demo/pom.xml         |   4 +-
 scala-package/mxnet-demo/scala-demo/pom.xml        |   4 +-
 scala-package/packageTest/README.md                |   2 +-
 snapcraft.yaml                                     |   2 +-
 src/c_api/c_api_symbolic.cc                        |   8 +-
 src/c_api/c_api_test.cc                            |   8 +-
 src/executor/graph_executor.cc                     | 399 +++++++++++++--------
 src/operator/subgraph/build_subgraph.cc            |  25 +-
 src/operator/subgraph/default_subgraph_property.cc |   1 +
 .../subgraph/default_subgraph_property_v2.cc       |   2 +
 .../subgraph/mkldnn/mkldnn_conv_property.h         |  14 +-
 .../subgraph/mkldnn/mkldnn_subgraph_property.cc    |   8 +
 src/operator/subgraph/subgraph_property.h          | 115 +++++-
 src/operator/subgraph/tensorrt/tensorrt.cc         |   2 +
 tests/python/mkl/test_quantization_mkldnn.py       |   4 +
 tests/python/unittest/test_operator.py             | 163 +++++----
 60 files changed, 663 insertions(+), 392 deletions(-)
 copy benchmark/opperf/nd_operations/{sorting_searching_operators.py => 
array_rearrange.py} (69%)

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