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Port details
mxnet Apache MXNet: Ultra-scalable deep learning framework
1.9.1_5 misc on this many watch lists=0 search for ports that depend on this port Find issues related to this port Report an issue related to this port View this port on Repology. pkg-fallout 1.9.1_4Version of this port present on the latest quarterly branch.
Maintainer: yuri@FreeBSD.org search for ports maintained by this maintainer
Port Added: 2019-12-15 18:53:56
Last Update: 2024-01-01 11:49:51
Commit Hash: f2489ab
License: APACHE20
WWW:
https://mxnet.apache.org/
Description:
Apache MXNet is a deep learning framework designed for both efficiency and flexibility. It allows you to mix symbolic and imperative programming to maximize efficiency and productivity. At its core, MXNet contains a dynamic dependency scheduler that automatically parallelizes both symbolic and imperative operations on the fly. A graph optimization layer on top of that makes symbolic execution fast and memory efficient. MXNet is portable and lightweight, scaling effectively to multiple GPUs and multiple machines. MXNet is more than a deep learning project. It is a collection of blue prints and guidelines for building deep learning systems, and interesting insights of DL systems for hackers.
Homepage    cgit ¦ Codeberg ¦ GitHub ¦ GitLab ¦ SVNWeb

Manual pages:
FreshPorts has no man page information for this port.
pkg-plist: as obtained via: make generate-plist
Expand this list (139 items)
Collapse this list.
  1. @ldconfig
  2. /usr/local/share/licenses/mxnet-1.9.1_5/catalog.mk
  3. /usr/local/share/licenses/mxnet-1.9.1_5/LICENSE
  4. /usr/local/share/licenses/mxnet-1.9.1_5/APACHE20
  5. include/dlpack/dlpack.h
  6. include/mshadow/README.md
  7. include/mshadow/base.h
  8. include/mshadow/bfloat.h
  9. include/mshadow/cuda/reduce.cuh
  10. include/mshadow/cuda/tensor_gpu-inl.cuh
  11. include/mshadow/dot_engine-inl.h
  12. include/mshadow/expr_engine-inl.h
  13. include/mshadow/expr_scalar-inl.h
  14. include/mshadow/expression.h
  15. include/mshadow/extension.h
  16. include/mshadow/extension/broadcast.h
  17. include/mshadow/extension/broadcast_with_axis.h
  18. include/mshadow/extension/channel_pool.h
  19. include/mshadow/extension/channel_unpool.h
  20. include/mshadow/extension/choose.h
  21. include/mshadow/extension/complex.h
  22. include/mshadow/extension/concat.h
  23. include/mshadow/extension/crop.h
  24. include/mshadow/extension/fill.h
  25. include/mshadow/extension/flip.h
  26. include/mshadow/extension/implicit_gemm.h
  27. include/mshadow/extension/mask.h
  28. include/mshadow/extension/mirror.h
  29. include/mshadow/extension/one_hot.h
  30. include/mshadow/extension/pack_col2patch.h
  31. include/mshadow/extension/pad.h
  32. include/mshadow/extension/range.h
  33. include/mshadow/extension/reduce_with_axis.h
  34. include/mshadow/extension/reduceto1d.h
  35. include/mshadow/extension/reshape.h
  36. include/mshadow/extension/slice.h
  37. include/mshadow/extension/slice_ex.h
  38. include/mshadow/extension/spatial_pool.h
  39. include/mshadow/extension/spatial_unpool.h
  40. include/mshadow/extension/spatial_upsampling_nearest.h
  41. include/mshadow/extension/swapaxis.h
  42. include/mshadow/extension/take.h
  43. include/mshadow/extension/take_grad.h
  44. include/mshadow/extension/transpose.h
  45. include/mshadow/extension/unpack_patch2col.h
  46. include/mshadow/half.h
  47. include/mshadow/half2.h
  48. include/mshadow/io.h
  49. include/mshadow/logging.h
  50. include/mshadow/packet-inl.h
  51. include/mshadow/packet/plain-inl.h
  52. include/mshadow/packet/sse-inl.h
  53. include/mshadow/random.h
  54. include/mshadow/stream_gpu-inl.h
  55. include/mshadow/tensor.h
  56. include/mshadow/tensor_container.h
  57. include/mshadow/tensor_cpu-inl.h
  58. include/mshadow/tensor_gpu-inl.h
  59. include/mxnet-cpp/MxNetCpp.h
  60. include/mxnet-cpp/base.h
  61. include/mxnet-cpp/contrib.h
  62. include/mxnet-cpp/executor.h
  63. include/mxnet-cpp/executor.hpp
  64. include/mxnet-cpp/initializer.h
  65. include/mxnet-cpp/io.h
  66. include/mxnet-cpp/io.hpp
  67. include/mxnet-cpp/kvstore.h
  68. include/mxnet-cpp/kvstore.hpp
  69. include/mxnet-cpp/lr_scheduler.h
  70. include/mxnet-cpp/metric.h
  71. include/mxnet-cpp/model.h
  72. include/mxnet-cpp/monitor.h
  73. include/mxnet-cpp/monitor.hpp
  74. include/mxnet-cpp/ndarray.h
  75. include/mxnet-cpp/ndarray.hpp
  76. include/mxnet-cpp/op.h
  77. include/mxnet-cpp/op_map.h
  78. include/mxnet-cpp/op_suppl.h
  79. include/mxnet-cpp/op_util.h
  80. include/mxnet-cpp/operator.h
  81. include/mxnet-cpp/operator.hpp
  82. include/mxnet-cpp/optimizer.h
  83. include/mxnet-cpp/optimizer.hpp
  84. include/mxnet-cpp/shape.h
  85. include/mxnet-cpp/symbol.h
  86. include/mxnet-cpp/symbol.hpp
  87. include/mxnet/api_registry.h
  88. include/mxnet/base.h
  89. include/mxnet/c_api.h
  90. include/mxnet/c_api_error.h
  91. include/mxnet/c_api_test.h
  92. include/mxnet/c_predict_api.h
  93. include/mxnet/engine.h
  94. include/mxnet/executor.h
  95. include/mxnet/expr_operator.h
  96. include/mxnet/graph_attr_types.h
  97. include/mxnet/imperative.h
  98. include/mxnet/io.h
  99. include/mxnet/ir/expr.h
  100. include/mxnet/kvstore.h
  101. include/mxnet/lib_api.h
  102. include/mxnet/libinfo.h
  103. include/mxnet/ndarray.h
  104. include/mxnet/node/container.h
  105. include/mxnet/node/node.h
  106. include/mxnet/op_attr_types.h
  107. include/mxnet/operator.h
  108. include/mxnet/operator_util.h
  109. include/mxnet/random_generator.h
  110. include/mxnet/resource.h
  111. include/mxnet/rtc.h
  112. include/mxnet/runtime/c_runtime_api.h
  113. include/mxnet/runtime/container.h
  114. include/mxnet/runtime/data_type.h
  115. include/mxnet/runtime/ffi_helper.h
  116. include/mxnet/runtime/memory.h
  117. include/mxnet/runtime/ndarray.h
  118. include/mxnet/runtime/object.h
  119. include/mxnet/runtime/packed_func.h
  120. include/mxnet/runtime/registry.h
  121. include/mxnet/storage.h
  122. include/mxnet/tensor_blob.h
  123. include/mxnet/tuple.h
  124. include/nnvm/base.h
  125. include/nnvm/c_api.h
  126. include/nnvm/graph.h
  127. include/nnvm/graph_attr_types.h
  128. include/nnvm/layout.h
  129. include/nnvm/node.h
  130. include/nnvm/op.h
  131. include/nnvm/op_attr_types.h
  132. include/nnvm/pass.h
  133. include/nnvm/pass_functions.h
  134. include/nnvm/symbolic.h
  135. include/nnvm/tuple.h
  136. lib/libmxnet.so
  137. @owner
  138. @group
  139. @mode
Collapse this list.
Dependency lines:
  • mxnet>0:misc/mxnet
To install the port:
cd /usr/ports/misc/mxnet/ && make install clean
To add the package, run one of these commands:
  • pkg install misc/mxnet
  • pkg install mxnet
NOTE: If this package has multiple flavors (see below), then use one of them instead of the name specified above.
PKGNAME: mxnet
Flavors: there is no flavor information for this port.
distinfo:
TIMESTAMP = 1652290300 SHA256 (apache-incubator-mxnet-1.9.1_GH0.tar.gz) = cef85932e2b3caead235008473d29512b99581c07da3d10703ff5b6c1fb5bd50 SIZE (apache-incubator-mxnet-1.9.1_GH0.tar.gz) = 23402468

Expand this list (6 items)

Collapse this list.

SHA256 (apache-tvm-efdac94_GH0.tar.gz) = 753338c7eca85e1a7e7a02f3acf40ec13a046b9581dafc94c77c3ad986204983 SIZE (apache-tvm-efdac94_GH0.tar.gz) = 3889616 SHA256 (dmlc-dlpack-3efc489_GH0.tar.gz) = e8a3fc92d24eab985a73539b7478da84ebc12cfb33f654d915671748fd3d7d98 SIZE (dmlc-dlpack-3efc489_GH0.tar.gz) = 39598 SHA256 (oneapi-src-oneDNN-f40443c_GH0.tar.gz) = a1c62ae792773ebc0fb581d0953e88bb7d6d4297682d79b7a7fa4ca79a2cfe19 SIZE (oneapi-src-oneDNN-f40443c_GH0.tar.gz) = 9700567

Collapse this list.


Packages (timestamps in pop-ups are UTC):
mxnet
ABIaarch64amd64armv6armv7i386powerpcpowerpc64powerpc64le
FreeBSD:13:latest1.9.1_51.9.1_5------
FreeBSD:13:quarterly1.9.1_51.9.1_5------
FreeBSD:14:latest1.9.1_51.9.1_5------
FreeBSD:14:quarterly1.9.1_51.9.1_5------
FreeBSD:15:latest1.9.1_51.9.1_5n/a-n/a--1.9.1_5
FreeBSD:15:quarterly--n/a-n/a---
Dependencies
NOTE: FreshPorts displays only information on required and default dependencies. Optional dependencies are not covered.
Build dependencies:
  1. googletest>0 : devel/googletest
  2. cmake : devel/cmake-core
  3. ninja : devel/ninja
  4. python3.9 : lang/python39
Library dependencies:
  1. libdmlc.so : devel/dmlc-core
  2. liblapack.so : math/lapack
  3. libopenblas.so : math/openblas
  4. libopencv_core.so : graphics/opencv
  5. libopencv_videoio.so : graphics/opencv
This port is required by:
for Build
  1. misc/py-mxnet
for Run
  1. misc/py-mxnet

Configuration Options:
===> The following configuration options are available for mxnet-1.9.1_5: CPP=on: Install the C++ binding (cpp-package) OPENCV=on: Computer Vision support via OpenCV ===> Use 'make config' to modify these settings
Options name:
misc_mxnet
USES:
cmake compiler:c++11-lang localbase:ldflags python:build
FreshPorts was unable to extract/find any pkg message
Master Sites:
Expand this list (1 items)
Collapse this list.
  1. https://codeload.github.com/apache/incubator-mxnet/tar.gz/1.9.1?dummy=/
Collapse this list.

Number of commits found: 28

Commit History - (may be incomplete: for full details, see links to repositories near top of page)
CommitCreditsLog message
1.9.1_5
01 Jan 2024 11:49:51
commit hash: f2489ab0c721f5ec60a9f8074e904cfbe5d21dfdcommit hash: f2489ab0c721f5ec60a9f8074e904cfbe5d21dfdcommit hash: f2489ab0c721f5ec60a9f8074e904cfbe5d21dfdcommit hash: f2489ab0c721f5ec60a9f8074e904cfbe5d21dfd files touched by this commit
Thierry Thomas (thierry) search for other commits by this committer
*/*: chase the upgrade of BLAS / LAPACK to 3.12.0

PR:		275860
1.9.1_4
12 Dec 2023 19:03:50
commit hash: ab1713728d621e7b57d276ef27de37a8754e6ee0commit hash: ab1713728d621e7b57d276ef27de37a8754e6ee0commit hash: ab1713728d621e7b57d276ef27de37a8754e6ee0commit hash: ab1713728d621e7b57d276ef27de37a8754e6ee0 files touched by this commit
Thierry Thomas (thierry) search for other commits by this committer
*/*: bump PORTREVISION after the upgrade of OpenBLAS

PR:		273219
1.9.1_3
23 Apr 2023 09:09:58
commit hash: 8d3e020ed032a8db00208994d0db646de7dc6f5bcommit hash: 8d3e020ed032a8db00208994d0db646de7dc6f5bcommit hash: 8d3e020ed032a8db00208994d0db646de7dc6f5bcommit hash: 8d3e020ed032a8db00208994d0db646de7dc6f5b files touched by this commit
Gerald Pfeifer (gerald) search for other commits by this committer
*: Bump PORTREVISIONs for math/mpc update to 1.3.1
07 Sep 2022 21:58:51
commit hash: fb16dfecae4a6efac9f3a78e0b759fb7a3c53de4commit hash: fb16dfecae4a6efac9f3a78e0b759fb7a3c53de4commit hash: fb16dfecae4a6efac9f3a78e0b759fb7a3c53de4commit hash: fb16dfecae4a6efac9f3a78e0b759fb7a3c53de4 files touched by this commit
Stefan Eßer (se) search for other commits by this committer
Remove WWW entries moved into port Makefiles

Commit b7f05445c00f has added WWW entries to port Makefiles based on
WWW: lines in pkg-descr files.

This commit removes the WWW: lines of moved-over URLs from these
pkg-descr files.

Approved by:		portmgr (tcberner)
1.9.1_2
07 Sep 2022 21:10:59
commit hash: b7f05445c00f2625aa19b4154ebcbce5ed2daa52commit hash: b7f05445c00f2625aa19b4154ebcbce5ed2daa52commit hash: b7f05445c00f2625aa19b4154ebcbce5ed2daa52commit hash: b7f05445c00f2625aa19b4154ebcbce5ed2daa52 files touched by this commit
Stefan Eßer (se) search for other commits by this committer
Add WWW entries to port Makefiles

It has been common practice to have one or more URLs at the end of the
ports' pkg-descr files, one per line and prefixed with "WWW:". These
URLs should point at a project website or other relevant resources.

Access to these URLs required processing of the pkg-descr files, and
they have often become stale over time. If more than one such URL was
present in a pkg-descr file, only the first one was tarnsfered into
the port INDEX, but for many ports only the last line did contain the
port specific URL to further information.

There have been several proposals to make a project URL available as
a macro in the ports' Makefiles, over time.
(Only the first 15 lines of the commit message are shown above View all of this commit message)
1.9.1_2
02 Sep 2022 07:12:18
commit hash: a49cb0f435d525ea72be8f943d82d3562cfbcba8commit hash: a49cb0f435d525ea72be8f943d82d3562cfbcba8commit hash: a49cb0f435d525ea72be8f943d82d3562cfbcba8commit hash: a49cb0f435d525ea72be8f943d82d3562cfbcba8 files touched by this commit
Tobias C. Berner (tcberner) search for other commits by this committer
graphics/opencv: bump consumers after e21578d954550998435c5d6d532e2d5a67398bfe

This was missed in the upgrade of graphics/opencv.

Reported by:	VVD
1.9.1_1
12 Aug 2022 14:46:53
commit hash: 4cf39decb348615b9c8a28370d987a85d1b8a5edcommit hash: 4cf39decb348615b9c8a28370d987a85d1b8a5edcommit hash: 4cf39decb348615b9c8a28370d987a85d1b8a5edcommit hash: 4cf39decb348615b9c8a28370d987a85d1b8a5ed files touched by this commit
Dima Panov (fluffy) search for other commits by this committer
*/*: bump all consumers after recent boost upgrade
1.9.1
29 Jul 2022 20:53:51
commit hash: a3f6ca2af18b75e8db454b755a7388d2bf013ccbcommit hash: a3f6ca2af18b75e8db454b755a7388d2bf013ccbcommit hash: a3f6ca2af18b75e8db454b755a7388d2bf013ccbcommit hash: a3f6ca2af18b75e8db454b755a7388d2bf013ccb files touched by this commit
Yuri Victorovich (yuri) search for other commits by this committer
misc/mxnet: Broken on systems where OpenMP isn't enabled

Reported by:	fallout
1.9.1
11 May 2022 19:38:43
commit hash: 0d603a1be25925c5e943bb4e23d954001795d1dbcommit hash: 0d603a1be25925c5e943bb4e23d954001795d1dbcommit hash: 0d603a1be25925c5e943bb4e23d954001795d1dbcommit hash: 0d603a1be25925c5e943bb4e23d954001795d1db files touched by this commit
Yuri Victorovich (yuri) search for other commits by this committer
misc/mxnet: Update 1.9.0 -> 1.9.1

Reported by:	portscout
1.9.0
20 Jan 2022 05:10:29
commit hash: 161eb86ed19c7f2b2aec7ef43bb321dcc91325a2commit hash: 161eb86ed19c7f2b2aec7ef43bb321dcc91325a2commit hash: 161eb86ed19c7f2b2aec7ef43bb321dcc91325a2commit hash: 161eb86ed19c7f2b2aec7ef43bb321dcc91325a2 files touched by this commit
Yuri Victorovich (yuri) search for other commits by this committer
misc/mxnet: Broken on i386

Reported by:	fallout
1.9.0
23 Dec 2021 21:17:34
commit hash: f6a64f149845d23148003b7dcdcf3015401ea02acommit hash: f6a64f149845d23148003b7dcdcf3015401ea02acommit hash: f6a64f149845d23148003b7dcdcf3015401ea02acommit hash: f6a64f149845d23148003b7dcdcf3015401ea02a files touched by this commit
Yuri Victorovich (yuri) search for other commits by this committer
misc/{,py-}mxnet: Update 1.8.0 -> 1.9.0

Reported by:	portscout
1.8.0
21 May 2021 09:53:34
commit hash: add1329ecdd932be043e70ec863fadac646a89cacommit hash: add1329ecdd932be043e70ec863fadac646a89cacommit hash: add1329ecdd932be043e70ec863fadac646a89cacommit hash: add1329ecdd932be043e70ec863fadac646a89ca files touched by this commit
Yuri Victorovich (yuri) search for other commits by this committer
Author: Oleh Hushchenkov
misc/mxnet: Update 1.7.0 -> 1.8.0

PR:		256029
1.7.0_2
16 Apr 2021 18:31:06
commit hash: 1b240c8d4d427bf16a8fc0cf7ad4e831620aa2e6commit hash: 1b240c8d4d427bf16a8fc0cf7ad4e831620aa2e6commit hash: 1b240c8d4d427bf16a8fc0cf7ad4e831620aa2e6commit hash: 1b240c8d4d427bf16a8fc0cf7ad4e831620aa2e6 files touched by this commit
Adriaan de Groot (adridg) search for other commits by this committer
misc/mxnet: don't build the tests if testing is not enabled

Local (testport) builds were failing like so:

ld: error: undefined symbol: testing::Message::GetString() const
>>> referenced by base.cc
>>>              
tests/CMakeFiles/mxnet_unit_tests.dir/cpp/misc/base.cc.o:(testing::AssertionResult::AppendMessage(testing::Message
const&))

because the testing libraries were not being linked -- because
they're not even searched for when testing is not enabled.
Extend previous patch that put the searching-for-testlibs
behind a check, to apply the same check to building-tests.
1.7.0_2
07 Apr 2021 08:09:01
commit hash: cf118ccf875508b9a1c570044c93cfcc82bd455ccommit hash: cf118ccf875508b9a1c570044c93cfcc82bd455ccommit hash: cf118ccf875508b9a1c570044c93cfcc82bd455ccommit hash: cf118ccf875508b9a1c570044c93cfcc82bd455c files touched by this commit
Mathieu Arnold (mat) search for other commits by this committer
One more small cleanup, forgotten yesterday.
Reported by:	lwhsu
1.7.0_2
06 Apr 2021 14:31:07
commit hash: 305f148f482daf30dcf728039d03d019f88344ebcommit hash: 305f148f482daf30dcf728039d03d019f88344ebcommit hash: 305f148f482daf30dcf728039d03d019f88344ebcommit hash: 305f148f482daf30dcf728039d03d019f88344eb files touched by this commit
Mathieu Arnold (mat) search for other commits by this committer
Remove # $FreeBSD$ from Makefiles.
1.7.0_2
30 Jan 2021 18:08:57
Revision:563430Original commit files touched by this commit
tcberner search for other commits by this committer
graphics/opencv: update to 4.5.1 -- and make port more easily maintainable

This is a major upgrade from 3.x to 4.x.

Changelog from versions 3.4.1--4.5.1 can be found here:
    https://github.com/opencv/opencv/wiki/ChangeLog

Note: this has explicitely not been added as a new graphics/opencv4 port, but
replaces the
      previous graphics/opencv[3] port. Again, to improve maintainability by not
giving ports
      the option to pick the "wrong one" - this leads however to some abandoned
ports being
      broken.

The port has been greatly simplified:
    * graphics/opencv-core which existed to enable ffmpeg to depend on opencv,
and vice versa
      has been removed. ffmpeg no longer can depend on opencv.
(Only the first 15 lines of the commit message are shown above View all of this commit message)
1.7.0_1
07 Jan 2021 05:01:01
Revision:560679Original commit files touched by this commit
yuri search for other commits by this committer
math/onednn: Update 1.7 -> 2.0
1.7.0
27 Aug 2020 18:50:32
Revision:546473Original commit files touched by this commit
yuri search for other commits by this committer
misc/mxnet: Update 1.6.0 -> 1.7.0

Reported by:	portscout
1.6.0_7
06 May 2020 16:11:15
Revision:534185Original commit files touched by this commit
yuri search for other commits by this committer
Bump 46 ports depending on math/openblas because the after the recent
math/openblas update the library name changed in openblas.
1.6.0_6
04 Apr 2020 07:13:35
Revision:530557Original commit files touched by this commit
yuri search for other commits by this committer
math/mkl-dnn: Rename to math/onednn; Update 1.2.2 -> 1.3

The project is renamed by the upstream.
1.6.0_5
08 Mar 2020 21:56:37
Revision:528082Original commit files touched by this commit
jbeich search for other commits by this committer
Drop dependency on devel/openmp

- Drop if devel/llvm* was used as a substitute

Approved by:	yuri, rene (earlier version)
Differential Revision:	https://reviews.freebsd.org/D23020
1.6.0_4
10 Feb 2020 12:19:54
Revision:525702Original commit files touched by this commit
pkubaj search for other commits by this committer
misc/mxnet: fix build on GCC architectures

Newer GCC is required after OpenBlas update:
CMake Error at
/usr/local/share/cmake/Modules/FindPackageHandleStandardArgs.cmake:146
(message):
  Could NOT find OpenMP_CXX (missing: OpenMP_CXX_FLAGS OpenMP_CXX_LIB_NAMES)
1.6.0_4
30 Jan 2020 14:17:44
Revision:524642Original commit files touched by this commit
swills search for other commits by this committer
Fix math/openblas and bump dependent ports

* Fix build on i386 [1]
* Fix science/code_saturne build with new openblas [2]
* Avoid installing private headers [3]
* Prevent build from optimizing for host by correcting build confg [4]
* Bump portrevision of dependent ports [5]

This is correcting issues from r523749 [1][2][4] and r515970 [3]

PR:		231371
Reported by:	build cluster [1]
Reported by:	Dima Pasechnik <dimpase+freebsd@gmail.com> [2]
Reported by:	many [5]
Reviewed by:	mat, bapt
Approved by:	implicit, since this is a build fix
1.6.0_3
21 Jan 2020 22:03:19
Revision:523749Original commit files touched by this commit
swills search for other commits by this committer
math/openblas: Update to 0.3.7

While here, improve formatting and fix build of dependant ports.

PR:		231371
Submitted by:	yuri (initial version), pkubaj (ppc fixes)
Approved by:	Eijiro Shibusawa <phd_kimberlite@yahoo.co.jp> (maintainer)
1.6.0_2
28 Dec 2019 20:30:13
Revision:521238Original commit files touched by this commit
pkubaj search for other commits by this committer
misc/mxnet: fix build on non-arm non-x86

Architectures other than amd64 and i386 don't have SSE. CMakeLists.txt checks
for ARM, but not for other architectures.

PR:		242946
Approved by:	yuri (maintainer)
1.6.0_2
16 Dec 2019 00:34:45
Revision:520206Original commit files touched by this commit
yuri search for other commits by this committer
misc/mxnet: Add the OPENCV option
1.6.0_1
15 Dec 2019 20:11:57
Revision:520198Original commit files touched by this commit
yuri search for other commits by this committer
misc/mxnet: Python is only needed for build.
1.6.0
15 Dec 2019 18:53:50
Revision:520190Original commit files touched by this commit
yuri search for other commits by this committer
New port: misc/mxnet: Apache MXNet: Ultra-scalable deep learning framework

Number of commits found: 28