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Showing content from https://github.com/apache/mxnet/releases/tag/1.5.1 below:

Release Apache MXNet (incubating) 1.5.1 patch release · apache/mxnet · GitHub

Apache MXNet (incubating) 1.5.1 is a maintenance release incorporating important bug fixes and important performance improvements. All users of Apache MXNet (incubating) 1.5.0 are advised to upgrade. You can install Apache MXNet (incubating) 1.5.1 at the usual place. Please review these Release Notes to learn the bug fixes.

Bug-fixes

add deconv in TRT subgraph (#15666) (#16043)
Update TRT tutorial with new APIs (#16044)
Fix _copy_to on MKLDNN backend (#15637) (#15803)
Benchmark doc fix (#15769) (#16029)
remove Julia cat image for license issue (#15964) (#16026)
added check for empty params file and unknown param (not arg/aux) (#15917)
fix license issues (#15806) (#15860)
prevent TRT_Logger to be destroyed before TRT engine (#14898) (#15877)
[MXNET-1086] added sub and mul to ONNX->TensorRT conversion (#15344) (#15875)
handle fix_gamma in tensorrt subgraph conversion correctly (#15645) (#15874)
fix LinearRegressionOutput with empty label (#15620) (#15873)
[v1.5.x] [MKLDNN] Independent gradients requests check with respect to weights… (#15805)
fix dropout mask output (#15697) (#15804)
fix fp32 flatten issue (#15351) (#15802)
Clojure package remove source images (#15828)
changed constructor args (#15601) (#15827)
Add MKLDNN 4c layout to fix gluoncv se_resnext101_64x4d (#15692) (#15801)
Fix the bug of MXEnginePushAsyncND and MXEnginePushSyncND (#15751) (#15792)

How to build MXNet

Please follow the instructions at https://mxnet.incubator.apache.org/get_started

List of submodules used by Apache MXNet (Incubating) and when they were updated last Name Commit-id Last update in MXNet Last update in module dlpack 10892ac Oct 30, 2017 Aug 12, 2019 dmlc-core 3943914 May 14, 2019 Sep 2, 2019 googletest eb9225c Jan 14, 2019 Aug 29, 2019 mkldnn 41bee20 May 14, 2019 Aug 27, 2019 mshadow 1d79ecf May 13, 2019 Aug 4, 2019 nvidia_cub c3cceac Feb 16, 2018 Jul 17, 2019 onnx-tensorrt 1e209e5 Jan 3, 2019 Aug 22, 2019 openmp 37c7212 Nov 14, 2017 Aug 28, 2019 ps-lite 8a76389 Apr 25, 2018 Sep 2, 2019 tvm 21935dc May 21, 2019 Sep 2, 2019

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