[incubator-mxnet] branch ib/ci-jl-win updated: add stage test_windows_julia07_cpu

[iblis]

This is an automated email from the ASF dual-hosted git repository.

iblis pushed a commit to branch ib/ci-jl-win
in repository https://gitbox.apache.org/repos/asf/incubator-mxnet.git


The following commit(s) were added to refs/heads/ib/ci-jl-win by this push:
 new 48c43b9  add stage test_windows_julia07_cpu
48c43b9 is described below

commit 48c43b99cd9dd455c29dc3aeaf86d31b7600a4c6
Author: Iblis Lin 
AuthorDate: Sun Jan 20 18:15:08 2019 +0800

add stage test_windows_julia07_cpu
---
 ci/jenkins/Jenkinsfile_windows_cpu | 7 ---
 1 file changed, 4 insertions(+), 3 deletions(-)

diff --git a/ci/jenkins/Jenkinsfile_windows_cpu 
b/ci/jenkins/Jenkinsfile_windows_cpu
index a8746db..d32b80c 100644
--- a/ci/jenkins/Jenkinsfile_windows_cpu
+++ b/ci/jenkins/Jenkinsfile_windows_cpu
@@ -35,12 +35,13 @@ utils.main_wrapper(
 core_logic: {
   utils.parallel_stage('Build', [
 custom_steps.compile_windows_cpu()
-  ]) 
+  ])
 
   utils.parallel_stage('Tests', [
 custom_steps.test_windows_python2_cpu(),
-custom_steps.test_windows_python3_cpu()
-  ]) 
+custom_steps.test_windows_python3_cpu(),
+custom_steps.test_windows_julia07_cpu()
+  ])
 }
 ,
 failure_handler: {

[incubator-mxnet] branch ib/ci-jl-win updated: fix download

[iblis]

This is an automated email from the ASF dual-hosted git repository.

iblis pushed a commit to branch ib/ci-jl-win
in repository https://gitbox.apache.org/repos/asf/incubator-mxnet.git


The following commit(s) were added to refs/heads/ib/ci-jl-win by this push:
 new f5f6037  fix download
f5f6037 is described below

commit f5f6037755b62220ec9ec1efd2eec70c7229d43a
Author: Iblis Lin 
AuthorDate: Sun Jan 20 19:45:32 2019 +0800

fix download
---
 ci/windows/test_jl07_cpu.ps1 | 1 +
 1 file changed, 1 insertion(+)

diff --git a/ci/windows/test_jl07_cpu.ps1 b/ci/windows/test_jl07_cpu.ps1
index 8bda88f..87554b8 100644
--- a/ci/windows/test_jl07_cpu.ps1
+++ b/ci/windows/test_jl07_cpu.ps1
@@ -25,6 +25,7 @@ $env:JULIA_DEPOT_PATH=[io.path]::combine($PSScriptRoot, 
'julia-depot')
 New-item -ItemType Directory C:\julia07
 
 # Download most recent Julia Windows binary
+[System.Net.ServicePointManager]::SecurityProtocol = 
[System.Net.SecurityProtocolType]::Tls12
 (New-Object System.Net.WebClient).DownloadFile($env:JULIA_URL, 
"C:\julia07\julia-binary.exe")
 if (! $?) { Throw ("Error on downloading Julia Windows binary") }
 

[incubator-mxnet] branch ib/ci-jl-win updated (d538e91 -> 7c9b8d7)

[iblis]

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iblis pushed a change to branch ib/ci-jl-win
in repository https://gitbox.apache.org/repos/asf/incubator-mxnet.git.


 discard d538e91  Julia: add windows-cpu build
 new 7c9b8d7  Julia: add windows-cpu build

This update added new revisions after undoing existing revisions.
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 * -- * -- B -- O -- O -- O   (d538e91)
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 N -- N -- N   refs/heads/ib/ci-jl-win (7c9b8d7)

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Summary of changes:
 ci/windows/test_jl07_cpu.ps1 | 8 
 1 file changed, 4 insertions(+), 4 deletions(-)

[incubator-mxnet] branch ib/ci-jl-win updated: fix download

[iblis]

This is an automated email from the ASF dual-hosted git repository.

iblis pushed a commit to branch ib/ci-jl-win
in repository https://gitbox.apache.org/repos/asf/incubator-mxnet.git


The following commit(s) were added to refs/heads/ib/ci-jl-win by this push:
 new e4788af  fix download
e4788af is described below

commit e4788af14a22fddec42b6d570d037d41641ffb7f
Author: Iblis Lin 
AuthorDate: Sun Jan 20 19:12:29 2019 +0800

fix download
---
 ci/windows/test_jl07_cpu.ps1 | 10 +-
 1 file changed, 9 insertions(+), 1 deletion(-)

diff --git a/ci/windows/test_jl07_cpu.ps1 b/ci/windows/test_jl07_cpu.ps1
index 8152c30..8bda88f 100644
--- a/ci/windows/test_jl07_cpu.ps1
+++ b/ci/windows/test_jl07_cpu.ps1
@@ -21,13 +21,21 @@ $env:MXNET_HOME=[io.path]::combine($PSScriptRoot, 
'mxnet_home')
 
$env:JULIA_URL="https://julialang-s3.julialang.org/bin/winnt/x64/0.7/julia-0.7.0-win64.exe;
 $env:JULIA_DEPOT_PATH=[io.path]::combine($PSScriptRoot, 'julia-depot')
 
+# mkdir
+New-item -ItemType Directory C:\julia07
+
 # Download most recent Julia Windows binary
-(new-object net.webclient).DownloadFile($env:JULIA_URL, 
"C:\julia07\julia-binary.exe")
+(New-Object System.Net.WebClient).DownloadFile($env:JULIA_URL, 
"C:\julia07\julia-binary.exe")
+if (! $?) { Throw ("Error on downloading Julia Windows binary") }
 
 # Run installer silently, output to C:\julia07\julia
 C:\julia07\julia-binary.exe /S /D=C:\julia07\julia
+if (! $?) { Throw ("Error on installing Julia") }
 
 C:\julia07\julia\bin\julia -e "using InteractiveUtils; versioninfo()"
 C:\julia07\julia\bin\julia -e "using Pkg; Pkg.develop(PackageSpec(name = 
\"MXNet\", path = \"julia\"))"
+if (! $?) { Throw ("Error on installing MXNet") }
 C:\julia07\julia\bin\julia -e "using Pkg; Pkg.build(\"MXNet\"))"
+if (! $?) { Throw ("Error on building MXNet") }
 C:\julia07\julia\bin\julia -e "using Pkg; Pkg.test(\"MXNet\"))"
+if (! $?) { Throw ("Error on testing") }

[incubator-mxnet] branch ib/ci-jl-win updated: fix installation

[iblis]

This is an automated email from the ASF dual-hosted git repository.

iblis pushed a commit to branch ib/ci-jl-win
in repository https://gitbox.apache.org/repos/asf/incubator-mxnet.git


The following commit(s) were added to refs/heads/ib/ci-jl-win by this push:
 new e075b61  fix installation
e075b61 is described below

commit e075b61e460ca0da0adc40aa80e862e2f650df5e
Author: Iblis Lin 
AuthorDate: Sun Jan 20 20:12:57 2019 +0800

fix installation
---
 ci/windows/test_jl07_cpu.ps1 | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/ci/windows/test_jl07_cpu.ps1 b/ci/windows/test_jl07_cpu.ps1
index 87554b8..7e6fa2e 100644
--- a/ci/windows/test_jl07_cpu.ps1
+++ b/ci/windows/test_jl07_cpu.ps1
@@ -30,7 +30,7 @@ New-item -ItemType Directory C:\julia07
 if (! $?) { Throw ("Error on downloading Julia Windows binary") }
 
 # Run installer silently, output to C:\julia07\julia
-C:\julia07\julia-binary.exe /S /D=C:\julia07\julia
+Start-Process -Wait "C:\julia07\julia-binary.exe" -ArgumentList "/S 
/D=C:\julia07\julia"
 if (! $?) { Throw ("Error on installing Julia") }
 
 C:\julia07\julia\bin\julia -e "using InteractiveUtils; versioninfo()"

[incubator-mxnet] branch ib/ci-jl-win updated: fix installation

[iblis]

This is an automated email from the ASF dual-hosted git repository.

iblis pushed a commit to branch ib/ci-jl-win
in repository https://gitbox.apache.org/repos/asf/incubator-mxnet.git


The following commit(s) were added to refs/heads/ib/ci-jl-win by this push:
 new f56ed38  fix installation
f56ed38 is described below

commit f56ed3892ffe0f5fc96638f95cf56a1d576a6ebf
Author: Iblis Lin 
AuthorDate: Mon Jan 21 00:38:06 2019 +0800

fix installation
---
 ci/windows/test_jl07_cpu.ps1 | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/ci/windows/test_jl07_cpu.ps1 b/ci/windows/test_jl07_cpu.ps1
index a867372..cc8b77f 100644
--- a/ci/windows/test_jl07_cpu.ps1
+++ b/ci/windows/test_jl07_cpu.ps1
@@ -30,7 +30,7 @@ $JULIA = "$JULIA_DIR\bin\julia"
 if (! $?) { Throw ("Error on downloading Julia Windows binary") }
 
 # Run installer silently, output to C:\julia07\julia
-Start-Process -Wait "$JULIA_DIR\julia-binary.exe" -ArgumentList "/S 
/D=$JULIA_DIR"
+Start-Process -Wait "julia-binary.exe" -ArgumentList "/S /D=$JULIA_DIR"
 if (! $?) { Throw ("Error on installing Julia") }
 
 C:\julia07\julia\bin\julia -e "using InteractiveUtils; versioninfo()"

[incubator-mxnet] branch ib/ci-jl-win updated: fix command

[iblis]

This is an automated email from the ASF dual-hosted git repository.

iblis pushed a commit to branch ib/ci-jl-win
in repository https://gitbox.apache.org/repos/asf/incubator-mxnet.git


The following commit(s) were added to refs/heads/ib/ci-jl-win by this push:
 new 6e987b6  fix command
6e987b6 is described below

commit 6e987b641086e48e26757e5bd85d9e25af3de582
Author: Iblis Lin 
AuthorDate: Mon Jan 21 00:27:48 2019 +0800

fix command
---
 ci/windows/test_jl07_cpu.ps1 | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/ci/windows/test_jl07_cpu.ps1 b/ci/windows/test_jl07_cpu.ps1
index 4c90263..a867372 100644
--- a/ci/windows/test_jl07_cpu.ps1
+++ b/ci/windows/test_jl07_cpu.ps1
@@ -34,9 +34,9 @@ Start-Process -Wait "$JULIA_DIR\julia-binary.exe" 
-ArgumentList "/S /D=$JULIA_DI
 if (! $?) { Throw ("Error on installing Julia") }
 
 C:\julia07\julia\bin\julia -e "using InteractiveUtils; versioninfo()"
-echo 'using Pkg; Pkg.develop(PackageSpec(name = "MXNet", path = "julia"))' | 
$JULIA
+echo 'using Pkg; Pkg.develop(PackageSpec(name = "MXNet", path = "julia"))' | & 
$JULIA
 if (! $?) { Throw ("Error on installing MXNet") }
-echo 'using Pkg; Pkg.build("MXNet")' | $JULIA
+echo 'using Pkg; Pkg.build("MXNet")' | & $JULIA
 if (! $?) { Throw ("Error on building MXNet") }
-echo 'using Pkg; Pkg.test("MXNet")' | $JULIA
+echo 'using Pkg; Pkg.test("MXNet")' | & $JULIA
 if (! $?) { Throw ("Error on testing") }

[incubator-mxnet] branch ib/ci-jl-win updated: fix build script

[iblis]

This is an automated email from the ASF dual-hosted git repository.

iblis pushed a commit to branch ib/ci-jl-win
in repository https://gitbox.apache.org/repos/asf/incubator-mxnet.git


The following commit(s) were added to refs/heads/ib/ci-jl-win by this push:
 new 9ce758f  fix build script
9ce758f is described below

commit 9ce758f6e7efe3d9db99101b956520e74e1e
Author: Iblis Lin 
AuthorDate: Sun Jan 20 21:01:00 2019 +0800

fix build script
---
 ci/windows/test_jl07_cpu.ps1 | 9 ++---
 1 file changed, 6 insertions(+), 3 deletions(-)

diff --git a/ci/windows/test_jl07_cpu.ps1 b/ci/windows/test_jl07_cpu.ps1
index 7e6fa2e..6158862 100644
--- a/ci/windows/test_jl07_cpu.ps1
+++ b/ci/windows/test_jl07_cpu.ps1
@@ -21,6 +21,9 @@ $env:MXNET_HOME=[io.path]::combine($PSScriptRoot, 
'mxnet_home')
 
$env:JULIA_URL="https://julialang-s3.julialang.org/bin/winnt/x64/0.7/julia-0.7.0-win64.exe;
 $env:JULIA_DEPOT_PATH=[io.path]::combine($PSScriptRoot, 'julia-depot')
 
+# rm -rf
+Remove-item -Recurse -Force -ErrorAction Ignore C:\julia07
+
 # mkdir
 New-item -ItemType Directory C:\julia07
 
@@ -34,9 +37,9 @@ Start-Process -Wait "C:\julia07\julia-binary.exe" 
-ArgumentList "/S /D=C:\julia0
 if (! $?) { Throw ("Error on installing Julia") }
 
 C:\julia07\julia\bin\julia -e "using InteractiveUtils; versioninfo()"
-C:\julia07\julia\bin\julia -e "using Pkg; Pkg.develop(PackageSpec(name = 
\"MXNet\", path = \"julia\"))"
+echo 'using Pkg; Pkg.develop(PackageSpec(name = "MXNet", path = "julia"))' | 
C:\julia07\julia\bin\julia
 if (! $?) { Throw ("Error on installing MXNet") }
-C:\julia07\julia\bin\julia -e "using Pkg; Pkg.build(\"MXNet\"))"
+echo 'using Pkg; Pkg.build("MXNet"))' | C:\julia07\julia\bin\julia
 if (! $?) { Throw ("Error on building MXNet") }
-C:\julia07\julia\bin\julia -e "using Pkg; Pkg.test(\"MXNet\"))"
+echo 'using Pkg; Pkg.test("MXNet"))' | C:\julia07\julia\bin\julia
 if (! $?) { Throw ("Error on testing") }

[incubator-mxnet] branch ib/ci-jl-win updated: download julia binary and install to local workspace

[iblis]

This is an automated email from the ASF dual-hosted git repository.

iblis pushed a commit to branch ib/ci-jl-win
in repository https://gitbox.apache.org/repos/asf/incubator-mxnet.git


The following commit(s) were added to refs/heads/ib/ci-jl-win by this push:
 new 58c473f  download julia binary and install to local workspace
58c473f is described below

commit 58c473fb5860c436974187f0ebe3ee1407fc8f5d
Author: Iblis Lin 
AuthorDate: Sun Jan 20 21:31:00 2019 +0800

download julia binary and install to local workspace
---
 ci/windows/test_jl07_cpu.ps1 | 17 +++--
 1 file changed, 7 insertions(+), 10 deletions(-)

diff --git a/ci/windows/test_jl07_cpu.ps1 b/ci/windows/test_jl07_cpu.ps1
index 6158862..4c90263 100644
--- a/ci/windows/test_jl07_cpu.ps1
+++ b/ci/windows/test_jl07_cpu.ps1
@@ -21,25 +21,22 @@ $env:MXNET_HOME=[io.path]::combine($PSScriptRoot, 
'mxnet_home')
 
$env:JULIA_URL="https://julialang-s3.julialang.org/bin/winnt/x64/0.7/julia-0.7.0-win64.exe;
 $env:JULIA_DEPOT_PATH=[io.path]::combine($PSScriptRoot, 'julia-depot')
 
-# rm -rf
-Remove-item -Recurse -Force -ErrorAction Ignore C:\julia07
-
-# mkdir
-New-item -ItemType Directory C:\julia07
+$JULIA_DIR = [System.IO.Path]::GetFullPath(".\julia07")
+$JULIA = "$JULIA_DIR\bin\julia"
 
 # Download most recent Julia Windows binary
 [System.Net.ServicePointManager]::SecurityProtocol = 
[System.Net.SecurityProtocolType]::Tls12
-(New-Object System.Net.WebClient).DownloadFile($env:JULIA_URL, 
"C:\julia07\julia-binary.exe")
+(New-Object System.Net.WebClient).DownloadFile($env:JULIA_URL, 
"julia-binary.exe")
 if (! $?) { Throw ("Error on downloading Julia Windows binary") }
 
 # Run installer silently, output to C:\julia07\julia
-Start-Process -Wait "C:\julia07\julia-binary.exe" -ArgumentList "/S 
/D=C:\julia07\julia"
+Start-Process -Wait "$JULIA_DIR\julia-binary.exe" -ArgumentList "/S 
/D=$JULIA_DIR"
 if (! $?) { Throw ("Error on installing Julia") }
 
 C:\julia07\julia\bin\julia -e "using InteractiveUtils; versioninfo()"
-echo 'using Pkg; Pkg.develop(PackageSpec(name = "MXNet", path = "julia"))' | 
C:\julia07\julia\bin\julia
+echo 'using Pkg; Pkg.develop(PackageSpec(name = "MXNet", path = "julia"))' | 
$JULIA
 if (! $?) { Throw ("Error on installing MXNet") }
-echo 'using Pkg; Pkg.build("MXNet"))' | C:\julia07\julia\bin\julia
+echo 'using Pkg; Pkg.build("MXNet")' | $JULIA
 if (! $?) { Throw ("Error on building MXNet") }
-echo 'using Pkg; Pkg.test("MXNet"))' | C:\julia07\julia\bin\julia
+echo 'using Pkg; Pkg.test("MXNet")' | $JULIA
 if (! $?) { Throw ("Error on testing") }

[incubator-mxnet] branch ib/ci-jl-win updated: fix installation

[iblis]

This is an automated email from the ASF dual-hosted git repository.

iblis pushed a commit to branch ib/ci-jl-win
in repository https://gitbox.apache.org/repos/asf/incubator-mxnet.git


The following commit(s) were added to refs/heads/ib/ci-jl-win by this push:
 new beb5745  fix installation
beb5745 is described below

commit beb57457dff76017c0380d0462fdc1594a7e8534
Author: Iblis Lin 
AuthorDate: Mon Jan 21 01:02:19 2019 +0800

fix installation
---
 ci/windows/test_jl07_cpu.ps1 | 12 +---
 1 file changed, 9 insertions(+), 3 deletions(-)

diff --git a/ci/windows/test_jl07_cpu.ps1 b/ci/windows/test_jl07_cpu.ps1
index cc8b77f..b847ef5 100644
--- a/ci/windows/test_jl07_cpu.ps1
+++ b/ci/windows/test_jl07_cpu.ps1
@@ -17,9 +17,9 @@
 
 7z x -y windows_package.7z
 
-$env:MXNET_HOME=[io.path]::combine($PSScriptRoot, 'mxnet_home')
-$env:JULIA_URL="https://julialang-s3.julialang.org/bin/winnt/x64/0.7/julia-0.7.0-win64.exe;
-$env:JULIA_DEPOT_PATH=[io.path]::combine($PSScriptRoot, 'julia-depot')
+$env:MXNET_HOME = [io.path]::combine($PSScriptRoot, 'mxnet_home')
+$env:JULIA_URL = 
"https://julialang-s3.julialang.org/bin/winnt/x64/0.7/julia-0.7.0-win64.exe;
+$env:JULIA_DEPOT_PATH = [io.path]::combine($PSScriptRoot, 'julia-depot')
 
 $JULIA_DIR = [System.IO.Path]::GetFullPath(".\julia07")
 $JULIA = "$JULIA_DIR\bin\julia"
@@ -34,9 +34,15 @@ Start-Process -Wait "julia-binary.exe" -ArgumentList "/S 
/D=$JULIA_DIR"
 if (! $?) { Throw ("Error on installing Julia") }
 
 C:\julia07\julia\bin\julia -e "using InteractiveUtils; versioninfo()"
+
+# Pkg.add a dummy package to workaround Pkg3's bug
+echo 'using Pkg; Pkg.add("Example")' | & $JULIA
+
 echo 'using Pkg; Pkg.develop(PackageSpec(name = "MXNet", path = "julia"))' | & 
$JULIA
 if (! $?) { Throw ("Error on installing MXNet") }
+
 echo 'using Pkg; Pkg.build("MXNet")' | & $JULIA
 if (! $?) { Throw ("Error on building MXNet") }
+
 echo 'using Pkg; Pkg.test("MXNet")' | & $JULIA
 if (! $?) { Throw ("Error on testing") }

[incubator-mxnet] branch ib/ci-jl-win updated: debug

[iblis]

This is an automated email from the ASF dual-hosted git repository.

iblis pushed a commit to branch ib/ci-jl-win
in repository https://gitbox.apache.org/repos/asf/incubator-mxnet.git


The following commit(s) were added to refs/heads/ib/ci-jl-win by this push:
 new 1d3f2d0  debug
1d3f2d0 is described below

commit 1d3f2d0f4bc13146833c2aa27fb147a0c5a68f8c
Author: Iblis Lin 
AuthorDate: Mon Jan 21 10:50:46 2019 +0800

debug
---
 ci/windows/test_jl07_cpu.ps1 | 1 +
 1 file changed, 1 insertion(+)

diff --git a/ci/windows/test_jl07_cpu.ps1 b/ci/windows/test_jl07_cpu.ps1
index b847ef5..01d782c 100644
--- a/ci/windows/test_jl07_cpu.ps1
+++ b/ci/windows/test_jl07_cpu.ps1
@@ -38,6 +38,7 @@ C:\julia07\julia\bin\julia -e "using InteractiveUtils; 
versioninfo()"
 # Pkg.add a dummy package to workaround Pkg3's bug
 echo 'using Pkg; Pkg.add("Example")' | & $JULIA
 
+pwd
 echo 'using Pkg; Pkg.develop(PackageSpec(name = "MXNet", path = "julia"))' | & 
$JULIA
 if (! $?) { Throw ("Error on installing MXNet") }
 

[incubator-mxnet] branch ib/ci-jl-win updated: debug

[iblis]

This is an automated email from the ASF dual-hosted git repository.

iblis pushed a commit to branch ib/ci-jl-win
in repository https://gitbox.apache.org/repos/asf/incubator-mxnet.git


The following commit(s) were added to refs/heads/ib/ci-jl-win by this push:
 new debcba4  debug
debcba4 is described below

commit debcba4b339fd57124560fcff5abf76798fa83c8
Author: Iblis Lin 
AuthorDate: Mon Jan 21 11:34:31 2019 +0800

debug
---
 ci/windows/test_jl07_cpu.ps1 | 32 ++--
 1 file changed, 18 insertions(+), 14 deletions(-)

diff --git a/ci/windows/test_jl07_cpu.ps1 b/ci/windows/test_jl07_cpu.ps1
index 01d782c..35c1c61 100644
--- a/ci/windows/test_jl07_cpu.ps1
+++ b/ci/windows/test_jl07_cpu.ps1
@@ -17,11 +17,14 @@
 
 7z x -y windows_package.7z
 
-$env:MXNET_HOME = [io.path]::combine($PSScriptRoot, 'mxnet_home')
+# set default output encoding to utf8
+$PSDefaultParameterValues['Out-File:Encoding'] = 'utf8'
+
+$env:MXNET_HOME = [System.IO.Path]::GetFullPath('.')
 $env:JULIA_URL = 
"https://julialang-s3.julialang.org/bin/winnt/x64/0.7/julia-0.7.0-win64.exe;
-$env:JULIA_DEPOT_PATH = [io.path]::combine($PSScriptRoot, 'julia-depot')
+$env:JULIA_DEPOT_PATH = [System.IO.Path]::GetFullPath('.\julia-depot')
 
-$JULIA_DIR = [System.IO.Path]::GetFullPath(".\julia07")
+$JULIA_DIR = [System.IO.Path]::GetFullPath('.\julia07')
 $JULIA = "$JULIA_DIR\bin\julia"
 
 # Download most recent Julia Windows binary
@@ -35,15 +38,16 @@ if (! $?) { Throw ("Error on installing Julia") }
 
 C:\julia07\julia\bin\julia -e "using InteractiveUtils; versioninfo()"
 
-# Pkg.add a dummy package to workaround Pkg3's bug
-echo 'using Pkg; Pkg.add("Example")' | & $JULIA
-
 pwd
-echo 'using Pkg; Pkg.develop(PackageSpec(name = "MXNet", path = "julia"))' | & 
$JULIA
-if (! $?) { Throw ("Error on installing MXNet") }
-
-echo 'using Pkg; Pkg.build("MXNet")' | & $JULIA
-if (! $?) { Throw ("Error on building MXNet") }
-
-echo 'using Pkg; Pkg.test("MXNet")' | & $JULIA
-if (! $?) { Throw ("Error on testing") }
+dir  # path issue?
+
+$src='
+using Pkg
+Pkg.develop(PackageSpec(name = "MXNet", path = "julia"))
+Pkg.build("MXNet")
+Pkg.test("MXNet")
+'
+
+$src > .\ci-build.jl
+& $JULIA .\ci-build.jl
+if (! $?) { Throw ("Error") }

[incubator-mxnet] 01/01: Julia: fix filename quoting in docstring

[iblis]

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commit aa2d8fd7db7d931632b5c2d9cfb02c43ab5f826d
Author: Iblis Lin 
AuthorDate: Mon Jan 14 21:08:03 2019 +0800

Julia: fix filename quoting in docstring

Quoting filename with backticks to prevent
markdown mis-rendering some of them with underscore.
---
 julia/src/util.jl | 7 +++
 1 file changed, 3 insertions(+), 4 deletions(-)

diff --git a/julia/src/util.jl b/julia/src/util.jl
index a836d3e..ae2e50b 100644
--- a/julia/src/util.jl
+++ b/julia/src/util.jl
@@ -183,15 +183,14 @@ end
 Extract the line of `Defined in ...`
 
 julia> mx._getdocdefine("sgd_update")
-"Defined in src/operator/optimizer_op.cc:L53"
-```
+"Defined in `src/operator/optimizer_op.cc:L53`"
 """
 function _getdocdefine(name::String)
   op = _get_libmx_op_handle(name)
   str = _get_libmx_op_description(name, op)[1]
   lines = split(str, '\n')
-  for m ∈ match.(Ref(r"^Defined in .*$"), lines)
-m != nothing && return m.match
+  for m ∈ match.(Ref(r"^Defined in ([\S]+)$"), lines)
+m != nothing && return "Defined in `$(m.captures[1])`"
   end
   ""
 end

[incubator-mxnet] branch ib/jl-docstring-render created (now aa2d8fd)

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  at aa2d8fd  Julia: fix filename quoting in docstring

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 new aa2d8fd  Julia: fix filename quoting in docstring

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[incubator-mxnet] branch ib/julia-codeowner deleted (was 5150956)

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 was 5150956  Add CODEOWNERS for Julia package

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[incubator-mxnet] branch ib/ci-jl-win updated: fix mxnet_home

[iblis]

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The following commit(s) were added to refs/heads/ib/ci-jl-win by this push:
 new 5675f55  fix mxnet_home
5675f55 is described below

commit 5675f55faad03df5e9164faadadd55b53bfd1d10
Author: Iblis Lin 
AuthorDate: Mon Jan 21 19:26:09 2019 +0800

fix mxnet_home
---
 ci/windows/test_jl07_cpu.ps1 | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/ci/windows/test_jl07_cpu.ps1 b/ci/windows/test_jl07_cpu.ps1
index 6e08fd1..47b0bea 100644
--- a/ci/windows/test_jl07_cpu.ps1
+++ b/ci/windows/test_jl07_cpu.ps1
@@ -20,7 +20,7 @@
 # set default output encoding to utf8
 $PSDefaultParameterValues['Out-File:Encoding'] = 'utf8'
 
-$env:MXNET_HOME = [System.IO.Path]::GetFullPath('.\mxnet_home')
+$env:MXNET_HOME = [System.IO.Path]::GetFullPath('.\windows_package')
 $env:JULIA_URL = 
"https://julialang-s3.julialang.org/bin/winnt/x64/0.7/julia-0.7.0-win64.exe;
 $env:JULIA_DEPOT_PATH = [System.IO.Path]::GetFullPath('.\julia-depot')
 

[incubator-mxnet] branch ib/ci-jl-win updated: check mxnet_home

[iblis]

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iblis pushed a commit to branch ib/ci-jl-win
in repository https://gitbox.apache.org/repos/asf/incubator-mxnet.git


The following commit(s) were added to refs/heads/ib/ci-jl-win by this push:
 new dc18f84  check mxnet_home
dc18f84 is described below

commit dc18f846fdb85c23d859ea893f2ff018f1fe39af
Author: Iblis Lin 
AuthorDate: Mon Jan 21 19:04:06 2019 +0800

check mxnet_home
---
 ci/windows/test_jl07_cpu.ps1 | 5 -
 julia/deps/build.jl  | 2 +-
 2 files changed, 5 insertions(+), 2 deletions(-)

diff --git a/ci/windows/test_jl07_cpu.ps1 b/ci/windows/test_jl07_cpu.ps1
index f104ab9..6e08fd1 100644
--- a/ci/windows/test_jl07_cpu.ps1
+++ b/ci/windows/test_jl07_cpu.ps1
@@ -20,7 +20,7 @@
 # set default output encoding to utf8
 $PSDefaultParameterValues['Out-File:Encoding'] = 'utf8'
 
-$env:MXNET_HOME = [System.IO.Path]::GetFullPath('.')
+$env:MXNET_HOME = [System.IO.Path]::GetFullPath('.\mxnet_home')
 $env:JULIA_URL = 
"https://julialang-s3.julialang.org/bin/winnt/x64/0.7/julia-0.7.0-win64.exe;
 $env:JULIA_DEPOT_PATH = [System.IO.Path]::GetFullPath('.\julia-depot')
 
@@ -42,6 +42,9 @@ if (! $?) { Throw ("Error on installing Julia") }
 # use PackageSpec(name = "MXNet", path = "...") if we drop the 0.7 support
 Copy-Item -Path .\julia -Recurse -Destination "$env:JULIA_DEPOT_PATH\dev\MXNet"
 
+# debug
+dir $env:MXNET_HOME
+
 $src='
 using Pkg
 Pkg.develop("MXNet")
diff --git a/julia/deps/build.jl b/julia/deps/build.jl
index 7a37803..9a719be 100644
--- a/julia/deps/build.jl
+++ b/julia/deps/build.jl
@@ -86,7 +86,7 @@ if HAS_CUDA
   if HAS_CUDNN
 @info("Found a CuDNN installation.")
   end
-  @info("CUDA_HOME -> $(get(ENV, "CUDA_HOME", nothing))")
+  @info("CUDA_HOME -> $(get(ENV, "CUDA_HOME", "nothing"))")
 else
   @info("Did not find a CUDA installation, using CPU-only version of MXNet.")
 end

[incubator-mxnet] branch ib/ci-jl-win updated: fix download of mnist data

[iblis]

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iblis pushed a commit to branch ib/ci-jl-win
in repository https://gitbox.apache.org/repos/asf/incubator-mxnet.git


The following commit(s) were added to refs/heads/ib/ci-jl-win by this push:
 new 0116940  fix download of mnist data
0116940 is described below

commit 011694014dd0b96fd4644e4342919f09996921b9
Author: Iblis Lin 
AuthorDate: Mon Jan 21 20:01:48 2019 +0800

fix download of mnist data
---
 ci/windows/test_jl07_cpu.ps1 | 3 ---
 julia/src/util.jl| 6 +++---
 2 files changed, 3 insertions(+), 6 deletions(-)

diff --git a/ci/windows/test_jl07_cpu.ps1 b/ci/windows/test_jl07_cpu.ps1
index 47b0bea..85ff223 100644
--- a/ci/windows/test_jl07_cpu.ps1
+++ b/ci/windows/test_jl07_cpu.ps1
@@ -42,9 +42,6 @@ if (! $?) { Throw ("Error on installing Julia") }
 # use PackageSpec(name = "MXNet", path = "...") if we drop the 0.7 support
 Copy-Item -Path .\julia -Recurse -Destination "$env:JULIA_DEPOT_PATH\dev\MXNet"
 
-# debug
-dir $env:MXNET_HOME
-
 $src='
 using Pkg
 Pkg.develop("MXNet")
diff --git a/julia/src/util.jl b/julia/src/util.jl
index ae2e50b..ac7f4fc 100644
--- a/julia/src/util.jl
+++ b/julia/src/util.jl
@@ -35,12 +35,12 @@ function get_mnist_ubyte()
   filenames = Dict((x[1] => joinpath(mnist_dir, x[2]) for x ∈ 
pairs(filenames)))
   if !all(isfile, values(filenames))
 cd(mnist_dir) do
-  mnist_dir = download("http://data.mxnet.io/mxnet/data/mnist.zip;, 
"mnist.zip")
+  data = download("http://data.mxnet.io/mxnet/data/mnist.zip;, "mnist.zip")
 try
-  run(`unzip -u $mnist_dir`)
+  run(`unzip -u $data`)
 catch
   try
-run(pipe(`7z x $mnist_dir`,stdout = devnull))
+run(pipeline(`7z x $data`,stdout = devnull))
   catch
 error("Extraction Failed:No extraction program found in path")
   end

[incubator-mxnet] branch ib/ci-jl-win updated: Julia v1.0

[iblis]

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The following commit(s) were added to refs/heads/ib/ci-jl-win by this push:
 new 8f37cf9  Julia v1.0
8f37cf9 is described below

commit 8f37cf9afab1a09aa0486ab13703ae9a2371adfa
Author: Iblis Lin 
AuthorDate: Mon Jan 21 22:05:23 2019 +0800

Julia v1.0
---
 ci/jenkins/Jenkins_steps.groovy| 26 +-
 ci/jenkins/Jenkinsfile_windows_cpu |  3 ++-
 ci/windows/test_jl10_cpu.ps1   | 54 ++
 3 files changed, 69 insertions(+), 14 deletions(-)

diff --git a/ci/jenkins/Jenkins_steps.groovy b/ci/jenkins/Jenkins_steps.groovy
index c582476..a6cc2b2 100644
--- a/ci/jenkins/Jenkins_steps.groovy
+++ b/ci/jenkins/Jenkins_steps.groovy
@@ -1183,19 +1183,19 @@ def test_windows_julia07_cpu() {
 }]
 }
 
-// TODO
-// def test_windows_julia10_cpu() {
-// return ['Julia 1.0: CPU Win': {
-//   node(NODE_WINDOWS_CPU) {
-// ws('workspace/ut-julia10-cpu') {
-//   timeout(time: max_time, unit: 'MINUTES') {
-// utils.unpack_and_init('cpu', mx_lib)
-// utils.docker_run('ubuntu_cpu', 'unittest_ubuntu_cpu_julia10', 
false)
-//   }
-// }
-//   }
-// }]
-// }
+def test_windows_julia10_cpu() {
+return ['Julia 1.0: CPU Win': {
+  node(NODE_WINDOWS_CPU) {
+ws('workspace/ut-julia10-cpu') {
+  timeout(time: max_time, unit: 'MINUTES') {
+utils.init_git_win()
+unstash 'windows_package_cpu'
+powershell 'ci/windows/test_jl10_cpu.ps1'
+  }
+}
+  }
+}]
+}
 
 def test_qemu_armv7_cpu() {
 return ['ARMv7 QEMU': {
diff --git a/ci/jenkins/Jenkinsfile_windows_cpu 
b/ci/jenkins/Jenkinsfile_windows_cpu
index d32b80c..5bc40d6 100644
--- a/ci/jenkins/Jenkinsfile_windows_cpu
+++ b/ci/jenkins/Jenkinsfile_windows_cpu
@@ -40,7 +40,8 @@ core_logic: {
   utils.parallel_stage('Tests', [
 custom_steps.test_windows_python2_cpu(),
 custom_steps.test_windows_python3_cpu(),
-custom_steps.test_windows_julia07_cpu()
+custom_steps.test_windows_julia07_cpu(),
+custom_steps.test_windows_julia10_cpu()
   ])
 }
 ,
diff --git a/ci/windows/test_jl10_cpu.ps1 b/ci/windows/test_jl10_cpu.ps1
new file mode 100644
index 000..4dce827
--- /dev/null
+++ b/ci/windows/test_jl10_cpu.ps1
@@ -0,0 +1,54 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor license agreements.  See the NOTICE file
+# distributed with this work for additional information
+# regarding copyright ownership.  The ASF licenses this file
+# to you under the Apache License, Version 2.0 (the
+# "License"); you may not use this file except in compliance
+# with the License.  You may obtain a copy of the License at
+#
+#   http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing,
+# software distributed under the License is distributed on an
+# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+# KIND, either express or implied.  See the License for the
+# specific language governing permissions and limitations
+# under the License.
+
+7z x -y windows_package.7z
+
+# set default output encoding to utf8
+$PSDefaultParameterValues['Out-File:Encoding'] = 'utf8'
+
+$env:MXNET_HOME = [System.IO.Path]::GetFullPath('.\windows_package')
+$env:JULIA_URL = 
"https://julialang-s3.julialang.org/bin/winnt/x64/1.0/julia-1.0.3-win64.exe;
+$env:JULIA_DEPOT_PATH = [System.IO.Path]::GetFullPath('.\julia-depot')
+
+$JULIA_DIR = [System.IO.Path]::GetFullPath('.\julia10')
+$JULIA = "$JULIA_DIR\bin\julia"
+
+# Download most recent Julia Windows binary
+[System.Net.ServicePointManager]::SecurityProtocol = 
[System.Net.SecurityProtocolType]::Tls12
+(New-Object System.Net.WebClient).DownloadFile($env:JULIA_URL, 
"julia-binary.exe")
+if (! $?) { Throw ("Error on downloading Julia Windows binary") }
+
+# Run installer silently, output to C:\julia10\julia
+Start-Process -Wait "julia-binary.exe" -ArgumentList "/S /D=$JULIA_DIR"
+if (! $?) { Throw ("Error on installing Julia") }
+
+& $JULIA -e "using InteractiveUtils; versioninfo()"
+
+# workaround a bug of Julia 0.7
+# use PackageSpec(name = "MXNet", path = "...") if we drop the 0.7 support
+Copy-Item -Path .\julia -Recurse -Destination "$env:JULIA_DEPOT_PATH\dev\MXNet"
+
+$src='
+using Pkg
+Pkg.develop("MXNet")
+Pkg.build("MXNet")
+Pkg.test("MXNet")
+'
+
+$src > .\ci-build.jl
+& $JULIA .\ci-build.jl
+if (! $?) { Throw ("Error") }

[incubator-mxnet] branch ib/ci-jl-win updated (b2a4efc -> 298b6ec)

[iblis]

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 discard b2a4efc  chcp
 discard 8f37cf9  Julia v1.0
 discard 0116940  fix download of mnist data
 discard 5675f55  fix mxnet_home
 discard dc18f84  check mxnet_home
 discard 1a4bbe1  workaround
 discard debcba4  debug
 discard 1d3f2d0  debug
 discard beb5745  fix installation
 discard f56ed38  fix installation
 discard 6e987b6  fix command
 discard 58c473f  download julia binary and install to local workspace
 discard 9ce758f  fix build script
 discard e075b61  fix installation
 discard f5f6037  fix download
 discard e4788af  fix download
 discard 48c43b9  add stage test_windows_julia07_cpu
 discard 7c9b8d7  Julia: add windows-cpu build
 new 298b6ec  Julia: add windows-cpu build

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Summary of changes:
 ci/windows/test_jl07_cpu.ps1 | 3 ---
 ci/windows/test_jl10_cpu.ps1 | 3 ---
 2 files changed, 6 deletions(-)

[incubator-mxnet] branch master updated: Julia: deprecate `mx.empty`, replace it with `UndefInitializer` (#13934)

[iblis]

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The following commit(s) were added to refs/heads/master by this push:
 new 37b  Julia: deprecate `mx.empty`, replace it with 
`UndefInitializer` (#13934)
37b is described below

commit 37b179c0fa603c6c783d24a96406bab94290
Author: Iblis Lin 
AuthorDate: Mon Jan 21 22:59:13 2019 +0800

Julia: deprecate `mx.empty`, replace it with `UndefInitializer` (#13934)

In Julia 0.7+, constructing a uninitialized array is provided via
the APIs:
- `Array{T,N}(undef, dims...)`
- `Array{T,N}(undef, dims)`
- `Array{T}(undef,   dims...)`
- `Array{T}(undef,   dims)`

There is an API `mx.empty(dims...)` serving for this purpose.

This PR proposes that deprecating the original API `mx.empty` and
provide the functionality with the API design similar to Julia's Base.

- `NDArray{T,N}(undef, dims...)`
- `NDArray{T,N}(undef, dims)`
- `NDArray{T}(undef,   dims...)`
- `NDArray{T}(undef,   dims)`
- `NDArray(undef,  dims...)`
- `NDArray(undef,  dims)`

e.g.

```julia
julia> NDArray{Int,2}(undef, 5, 2)
5×2 NDArray{Int64,2} @ CPU0:
 94290755905104  94290752678143
 94290752660544 68719476760
 94290752674408  94290737734368
 94290752660544  18
 94290752674408  18

julia> NDArray(undef, 5, 2)  # default type is `mx.MX_float`
5×2 NDArray{Float32,2} @ CPU0:
 -29112.406f0   5.2029858f-8
  3.0763f-416.7375383f-10
  1.7613131f19  0.0f0
  4.840456f30   0.0f0
  4.4262863f30  0.0f0
```

- The original `mx.empty` APIs are still functional.
  If user invokes them, a deprecation warning will be popped up.
---
 julia/NEWS.md | 13 +-
 julia/docs/src/user-guide/overview.md | 18 +---
 julia/src/MXNet.jl|  1 -
 julia/src/deprecated.jl   | 25 +++
 julia/src/io.jl   |  2 +-
 julia/src/kvstore.jl  |  8 ++--
 julia/src/model.jl|  8 ++--
 julia/src/ndarray.jl  | 74 +++
 julia/src/random.jl   | 10 ++---
 julia/test/unittest/bind.jl   |  8 ++--
 julia/test/unittest/io.jl |  4 +-
 julia/test/unittest/kvstore.jl|  2 +-
 julia/test/unittest/ndarray.jl| 82 ---
 julia/test/unittest/random.jl |  4 +-
 14 files changed, 184 insertions(+), 75 deletions(-)

diff --git a/julia/NEWS.md b/julia/NEWS.md
index 71ee86f..3da1194 100644
--- a/julia/NEWS.md
+++ b/julia/NEWS.md
@@ -1,11 +1,10 @@
-# v0.4.0 (#TBD)
+# v1.5.0 (#TBD)
 
 * Following material from `mx` module got exported (#TBD):
 * `NDArray`
 * `clip()`
 * `clip!()`
 * `context()`
-* `empty()`
 * `expand_dims()`
 * `@inplace`
 * `σ()`
@@ -113,6 +112,16 @@
3.0
   ```
 
+* `mx.empty` is deprecated and replaced by `UndefInitializer` constructor. 
(#TBD)
+
+  E.g.
+  ```julia
+  julia> NDArray(undef, 2, 5)
+  2×5 NDArray{Float32,2} @ CPU0:
+   -21260.344f0 1.674986f190.00016893122f0  1.8363f-41  0.0f0
+3.0763f-41  1.14321726f27  4.24219f-8   0.0f0   0.0f0
+  ```
+
 * A port of Python's `autograd` for `NDArray` (#274)
 
 * `size(x, dims...)` is supported now. (#TBD)
diff --git a/julia/docs/src/user-guide/overview.md 
b/julia/docs/src/user-guide/overview.md
index a81d7ff..5815bc6 100644
--- a/julia/docs/src/user-guide/overview.md
+++ b/julia/docs/src/user-guide/overview.md
@@ -73,9 +73,13 @@ operators in Julia directly.
 
 The followings are common ways to create `NDArray` objects:
 
-- `mx.empty(shape[, context])`: create on uninitialized array of a
-  given shape on a specific device. For example,
-  `mx.empty(2, 3)`, `mx.((2, 3), mx.gpu(2))`.
+- `NDArray(undef, shape...; ctx = context, writable = true)`:
+  create an uninitialized array of a given shape on a specific device.
+  For example,
+  `NDArray(undef, 2, 3)`, `NDArray(undef, 2, 3, ctx = mx.gpu(2))`.
+- `NDArray(undef, shape; ctx = context, writable = true)`
+- `NDArray{T}(undef, shape...; ctx = context, writable = true)`:
+  create an uninitialized with the given type `T`.
 - `mx.zeros(shape[, context])` and `mx.ones(shape[, context])`:
   similar to the Julia's built-in `zeros` and `ones`.
 - `mx.copy(jl_arr, context)`: copy the contents of a Julia `Array` to
@@ -101,11 +105,11 @@ shows a way to set the contents of an `NDArray`.
 ```@repl
 using MXNet
 mx.srand(42)
-a = mx.empty(2, 3)
+a = NDArray(undef, 2, 3)
 a[:] = 0.5  # set all elements to a scalar
 a[:] = rand(size(a))# set contents wit

[incubator-mxnet] branch ib/ndarray-undef deleted (was 1c60330)

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 was 1c60330  Julia: deprecate `mx.empty`, replace it with 
`UndefInitializer`

The revisions that were on this branch are still contained in
other references; therefore, this change does not discard any commits
from the repository.

[incubator-mxnet] branch ib/ci-jl-win updated: chcp

[iblis]

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iblis pushed a commit to branch ib/ci-jl-win
in repository https://gitbox.apache.org/repos/asf/incubator-mxnet.git


The following commit(s) were added to refs/heads/ib/ci-jl-win by this push:
 new b2a4efc  chcp
b2a4efc is described below

commit b2a4efc20f4977067efa3f6e99e5a12217f4021f
Author: Iblis Lin 
AuthorDate: Mon Jan 21 22:11:20 2019 +0800

chcp
---
 ci/windows/test_jl07_cpu.ps1 | 3 +++
 ci/windows/test_jl10_cpu.ps1 | 3 +++
 2 files changed, 6 insertions(+)

diff --git a/ci/windows/test_jl07_cpu.ps1 b/ci/windows/test_jl07_cpu.ps1
index 85ff223..759b8f6 100644
--- a/ci/windows/test_jl07_cpu.ps1
+++ b/ci/windows/test_jl07_cpu.ps1
@@ -15,6 +15,9 @@
 # specific language governing permissions and limitations
 # under the License.
 
+# utf8 console
+chcp 65001
+
 7z x -y windows_package.7z
 
 # set default output encoding to utf8
diff --git a/ci/windows/test_jl10_cpu.ps1 b/ci/windows/test_jl10_cpu.ps1
index 4dce827..4068880 100644
--- a/ci/windows/test_jl10_cpu.ps1
+++ b/ci/windows/test_jl10_cpu.ps1
@@ -15,6 +15,9 @@
 # specific language governing permissions and limitations
 # under the License.
 
+# utf8 console
+chcp 65001
+
 7z x -y windows_package.7z
 
 # set default output encoding to utf8

[incubator-mxnet] branch ib/ci-jl-win updated: add Project.toml

[iblis]

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iblis pushed a commit to branch ib/ci-jl-win
in repository https://gitbox.apache.org/repos/asf/incubator-mxnet.git


The following commit(s) were added to refs/heads/ib/ci-jl-win by this push:
 new d688b53  add Project.toml
d688b53 is described below

commit d688b53e8a650bf1382c47662b819974727fe9d9
Author: Iblis Lin 
AuthorDate: Tue Jan 22 18:02:15 2019 +0800

add Project.toml
---
 ci/windows/test_jl10_cpu.ps1 | 10 --
 julia/.gitignore |  1 +
 julia/Project.toml   | 26 ++
 julia/REQUIRE|  2 +-
 4 files changed, 32 insertions(+), 7 deletions(-)

diff --git a/ci/windows/test_jl10_cpu.ps1 b/ci/windows/test_jl10_cpu.ps1
index 4dce827..c04983e 100644
--- a/ci/windows/test_jl10_cpu.ps1
+++ b/ci/windows/test_jl10_cpu.ps1
@@ -38,15 +38,13 @@ if (! $?) { Throw ("Error on installing Julia") }
 
 & $JULIA -e "using InteractiveUtils; versioninfo()"
 
-# workaround a bug of Julia 0.7
-# use PackageSpec(name = "MXNet", path = "...") if we drop the 0.7 support
-Copy-Item -Path .\julia -Recurse -Destination "$env:JULIA_DEPOT_PATH\dev\MXNet"
+dir
 
 $src='
 using Pkg
-Pkg.develop("MXNet")
-Pkg.build("MXNet")
-Pkg.test("MXNet")
+Pkg.activate(".\julia")
+Pkg.build()
+Pkg.test()
 '
 
 $src > .\ci-build.jl
diff --git a/julia/.gitignore b/julia/.gitignore
index 3687ed4..e7b35fa 100644
--- a/julia/.gitignore
+++ b/julia/.gitignore
@@ -8,3 +8,4 @@ deps/src
 deps/usr
 deps/deps.jl
 .vscode
+/Manifest.toml
diff --git a/julia/Project.toml b/julia/Project.toml
new file mode 100644
index 000..82a94c5
--- /dev/null
+++ b/julia/Project.toml
@@ -0,0 +1,26 @@
+name = "MXNet"
+uuid = "a7949054-b901-59c6-b8e3-7238c29bf7f0"
+authors = ["Chiyuan Zhang ", "Valentin Churavy 
", "Iblis Lin "]
+version = "1.5.0"
+
+[deps]
+BinDeps = "9e28174c-4ba2-5203-b857-d8d62c4213ee"
+Formatting = "59287772-0a20-5a39-b81b-1366585eb4c0"
+JSON = "682c06a0-de6a-54ab-a142-c8b1cf79cde6"
+Libdl = "8f399da3-3557-5675-b5ff-fb832c97cbdb"
+LinearAlgebra = "37e2e46d-f89d-539d-b4ee-838f9c8e"
+MacroTools = "1914dd2f-81c6-5fcd-8719-6d5c9610ff09"
+Markdown = "d6f4376e-aef5-505a-96c1-9c027394607a"
+Printf = "de0858da-6303-5e67-8744-51eddeeeb8d7"
+Random = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c"
+Reexport = "189a3867-3050-52da-a836-e630ba90ab69"
+Statistics = "10745b16-79ce-11e8-11f9-7d13ad32a3b2"
+
+[compat]
+julia = "≥0.7"
+
+[extras]
+Test = "8dfed614-e22c-5e08-85e1-65c5234f0b40"
+
+[targets]
+test = ["Test"]
diff --git a/julia/REQUIRE b/julia/REQUIRE
index b53f0c3..8008da3 100644
--- a/julia/REQUIRE
+++ b/julia/REQUIRE
@@ -1,4 +1,4 @@
-julia 0.6
+julia 0.7
 Formatting
 BinDeps
 JSON

[incubator-mxnet] branch ib/ci-jl-win updated: julia 0.7

[iblis]

This is an automated email from the ASF dual-hosted git repository.

iblis pushed a commit to branch ib/ci-jl-win
in repository https://gitbox.apache.org/repos/asf/incubator-mxnet.git


The following commit(s) were added to refs/heads/ib/ci-jl-win by this push:
 new 9dfe039  julia 0.7
9dfe039 is described below

commit 9dfe039e287cb976a2590a301bddc62bfed44c02
Author: Iblis Lin 
AuthorDate: Tue Jan 22 20:03:49 2019 +0800

julia 0.7
---
 ci/windows/test_jl07_cpu.ps1| 10 --
 tests/nightly/apache_rat_license_check/rat-excludes |  3 ++-
 tools/license_header.py |  3 +++
 3 files changed, 9 insertions(+), 7 deletions(-)

diff --git a/ci/windows/test_jl07_cpu.ps1 b/ci/windows/test_jl07_cpu.ps1
index 85ff223..c30468c 100644
--- a/ci/windows/test_jl07_cpu.ps1
+++ b/ci/windows/test_jl07_cpu.ps1
@@ -38,15 +38,13 @@ if (! $?) { Throw ("Error on installing Julia") }
 
 & $JULIA -e "using InteractiveUtils; versioninfo()"
 
-# workaround a bug of Julia 0.7
-# use PackageSpec(name = "MXNet", path = "...") if we drop the 0.7 support
-Copy-Item -Path .\julia -Recurse -Destination "$env:JULIA_DEPOT_PATH\dev\MXNet"
+dir
 
 $src='
 using Pkg
-Pkg.develop("MXNet")
-Pkg.build("MXNet")
-Pkg.test("MXNet")
+Pkg.activate(".\\julia")
+Pkg.build()
+Pkg.test()
 '
 
 $src > .\ci-build.jl
diff --git a/tests/nightly/apache_rat_license_check/rat-excludes 
b/tests/nightly/apache_rat_license_check/rat-excludes
index 5969f01..50dba5b 100755
--- a/tests/nightly/apache_rat_license_check/rat-excludes
+++ b/tests/nightly/apache_rat_license_check/rat-excludes
@@ -49,4 +49,5 @@ deformable_im2col.h
 REQUIRE
 include/*
 .*.iml
-.*.json.ref
\ No newline at end of file
+.*.json.ref
+julia/Project.toml
diff --git a/tools/license_header.py b/tools/license_header.py
index 199d56c..724f208 100755
--- a/tools/license_header.py
+++ b/tools/license_header.py
@@ -90,6 +90,9 @@ _WHITE_LIST = [
 
# Licensed under 2-Clause BSD in header
'example/ssd/dataset/pycocotools/coco.py',
+
+   # Julia package metadata, generated by Pkg3.jl
+   'julia/Project.toml',
]
 
 # language extensions and the according commment mark

[incubator-mxnet] branch ib/ci-jl-win updated: fix

[iblis]

This is an automated email from the ASF dual-hosted git repository.

iblis pushed a commit to branch ib/ci-jl-win
in repository https://gitbox.apache.org/repos/asf/incubator-mxnet.git


The following commit(s) were added to refs/heads/ib/ci-jl-win by this push:
 new 94e75de  fix
94e75de is described below

commit 94e75de0822c96ec1c2d43d76a319b459efb4252
Author: Iblis Lin 
AuthorDate: Tue Jan 22 19:36:50 2019 +0800

fix
---
 ci/windows/test_jl10_cpu.ps1 | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/ci/windows/test_jl10_cpu.ps1 b/ci/windows/test_jl10_cpu.ps1
index c04983e..2ff16fd 100644
--- a/ci/windows/test_jl10_cpu.ps1
+++ b/ci/windows/test_jl10_cpu.ps1
@@ -42,7 +42,7 @@ dir
 
 $src='
 using Pkg
-Pkg.activate(".\julia")
+Pkg.activate(".\\julia")
 Pkg.build()
 Pkg.test()
 '

[incubator-mxnet] branch ib/ci-jl-win updated: try a failed test, make sure CI fail.

[iblis]

This is an automated email from the ASF dual-hosted git repository.

iblis pushed a commit to branch ib/ci-jl-win
in repository https://gitbox.apache.org/repos/asf/incubator-mxnet.git


The following commit(s) were added to refs/heads/ib/ci-jl-win by this push:
 new 162044b  try a failed test, make sure CI fail.
162044b is described below

commit 162044b0c015682965403afa6f4ab5225ed80a67
Author: Iblis Lin 
AuthorDate: Tue Jan 22 21:53:38 2019 +0800

try a failed test, make sure CI fail.
---
 julia/test/runtests.jl | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/julia/test/runtests.jl b/julia/test/runtests.jl
index 4e5f273..2b95939 100644
--- a/julia/test/runtests.jl
+++ b/julia/test/runtests.jl
@@ -32,6 +32,8 @@ end
 
 @info "libmxnet version => $(mx.LIB_VERSION[])"
 
+@test 1 == 2
+
 const BASEDIR = joinpath(@__DIR__, "..")
 
 include(joinpath(@__DIR__, "common.jl"))

[incubator-mxnet] branch ib/ci-jl-win updated: Revert "try a failed test, make sure CI fail."

[iblis]

This is an automated email from the ASF dual-hosted git repository.

iblis pushed a commit to branch ib/ci-jl-win
in repository https://gitbox.apache.org/repos/asf/incubator-mxnet.git


The following commit(s) were added to refs/heads/ib/ci-jl-win by this push:
 new fa0bf5c  Revert "try a failed test, make sure CI fail."
fa0bf5c is described below

commit fa0bf5c998099b66f6758a62759d8efb9d92f281
Author: Iblis Lin 
AuthorDate: Tue Jan 22 21:55:31 2019 +0800

Revert "try a failed test, make sure CI fail."

This reverts commit 162044b0c015682965403afa6f4ab5225ed80a67.
---
 julia/test/runtests.jl | 2 --
 1 file changed, 2 deletions(-)

diff --git a/julia/test/runtests.jl b/julia/test/runtests.jl
index 2b95939..4e5f273 100644
--- a/julia/test/runtests.jl
+++ b/julia/test/runtests.jl
@@ -32,8 +32,6 @@ end
 
 @info "libmxnet version => $(mx.LIB_VERSION[])"
 
-@test 1 == 2
-
 const BASEDIR = joinpath(@__DIR__, "..")
 
 include(joinpath(@__DIR__, "common.jl"))

[incubator-mxnet] branch ib/ci-jl-win updated: redirect stderr to stdout

[iblis]

This is an automated email from the ASF dual-hosted git repository.

iblis pushed a commit to branch ib/ci-jl-win
in repository https://gitbox.apache.org/repos/asf/incubator-mxnet.git


The following commit(s) were added to refs/heads/ib/ci-jl-win by this push:
 new b65a302  redirect stderr to stdout
b65a302 is described below

commit b65a302c3bfadefdbf1cf0e1b43c77ea7da8bcb4
Author: Iblis Lin 
AuthorDate: Tue Jan 22 21:05:51 2019 +0800

redirect stderr to stdout
---
 ci/windows/test_jl07_cpu.ps1 | 2 +-
 ci/windows/test_jl10_cpu.ps1 | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/ci/windows/test_jl07_cpu.ps1 b/ci/windows/test_jl07_cpu.ps1
index c30468c..b146b78 100644
--- a/ci/windows/test_jl07_cpu.ps1
+++ b/ci/windows/test_jl07_cpu.ps1
@@ -48,5 +48,5 @@ $src='
 '
 
 $src > .\ci-build.jl
-& $JULIA .\ci-build.jl
+& $JULIA .\ci-build.jl 2>&1 | %{ "$_" }
 if (! $?) { Throw ("Error") }
diff --git a/ci/windows/test_jl10_cpu.ps1 b/ci/windows/test_jl10_cpu.ps1
index 2ff16fd..dd34b4d 100644
--- a/ci/windows/test_jl10_cpu.ps1
+++ b/ci/windows/test_jl10_cpu.ps1
@@ -48,5 +48,5 @@ $src='
 '
 
 $src > .\ci-build.jl
-& $JULIA .\ci-build.jl
+& $JULIA .\ci-build.jl 2>&1 | %{ "$_" }
 if (! $?) { Throw ("Error") }

[incubator-mxnet] branch ib/ci-jl-win updated: add rat-excludes

[iblis]

This is an automated email from the ASF dual-hosted git repository.

iblis pushed a commit to branch ib/ci-jl-win
in repository https://gitbox.apache.org/repos/asf/incubator-mxnet.git


The following commit(s) were added to refs/heads/ib/ci-jl-win by this push:
 new f127bdd  add rat-excludes
f127bdd is described below

commit f127bdd2d7cf7f396643246c58edd3c32ba6174b
Author: Iblis Lin 
AuthorDate: Tue Jan 22 21:08:37 2019 +0800

add rat-excludes
---
 tests/nightly/apache_rat_license_check/rat-excludes | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/tests/nightly/apache_rat_license_check/rat-excludes 
b/tests/nightly/apache_rat_license_check/rat-excludes
index 50dba5b..47e0870 100755
--- a/tests/nightly/apache_rat_license_check/rat-excludes
+++ b/tests/nightly/apache_rat_license_check/rat-excludes
@@ -47,7 +47,7 @@ moderngpu/*
 deformable_im2col.cuh
 deformable_im2col.h
 REQUIRE
+Project.toml
 include/*
 .*.iml
 .*.json.ref
-julia/Project.toml

[incubator-mxnet] branch ib/ci-jl-win updated: LastExitCode

[iblis]

This is an automated email from the ASF dual-hosted git repository.

iblis pushed a commit to branch ib/ci-jl-win
in repository https://gitbox.apache.org/repos/asf/incubator-mxnet.git


The following commit(s) were added to refs/heads/ib/ci-jl-win by this push:
 new b07d234  LastExitCode
b07d234 is described below

commit b07d234eff85bc8be19593bb5cbb34f886bdb353
Author: Iblis Lin 
AuthorDate: Tue Jan 22 21:41:29 2019 +0800

LastExitCode
---
 ci/windows/test_jl07_cpu.ps1 | 2 +-
 ci/windows/test_jl10_cpu.ps1 | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/ci/windows/test_jl07_cpu.ps1 b/ci/windows/test_jl07_cpu.ps1
index b146b78..9a81da0 100644
--- a/ci/windows/test_jl07_cpu.ps1
+++ b/ci/windows/test_jl07_cpu.ps1
@@ -49,4 +49,4 @@ $src='
 
 $src > .\ci-build.jl
 & $JULIA .\ci-build.jl 2>&1 | %{ "$_" }
-if (! $?) { Throw ("Error") }
+if ($LastExitCode -eq 1) { Throw ("Error") }
diff --git a/ci/windows/test_jl10_cpu.ps1 b/ci/windows/test_jl10_cpu.ps1
index dd34b4d..c86bc26 100644
--- a/ci/windows/test_jl10_cpu.ps1
+++ b/ci/windows/test_jl10_cpu.ps1
@@ -49,4 +49,4 @@ $src='
 
 $src > .\ci-build.jl
 & $JULIA .\ci-build.jl 2>&1 | %{ "$_" }
-if (! $?) { Throw ("Error") }
+if ($LastExitCode -eq 1) { Throw ("Error") }

[incubator-mxnet] branch ib/ci-jl-win updated: workaround

[iblis]

This is an automated email from the ASF dual-hosted git repository.

iblis pushed a commit to branch ib/ci-jl-win
in repository https://gitbox.apache.org/repos/asf/incubator-mxnet.git


The following commit(s) were added to refs/heads/ib/ci-jl-win by this push:
 new 1a4bbe1  workaround
1a4bbe1 is described below

commit 1a4bbe16d25cb31778fb9e7e9619d0f49807bff7
Author: Iblis Lin 
AuthorDate: Mon Jan 21 13:31:33 2019 +0800

workaround
---
 ci/windows/test_jl07_cpu.ps1 | 9 +
 1 file changed, 5 insertions(+), 4 deletions(-)

diff --git a/ci/windows/test_jl07_cpu.ps1 b/ci/windows/test_jl07_cpu.ps1
index 35c1c61..f104ab9 100644
--- a/ci/windows/test_jl07_cpu.ps1
+++ b/ci/windows/test_jl07_cpu.ps1
@@ -36,14 +36,15 @@ if (! $?) { Throw ("Error on downloading Julia Windows 
binary") }
 Start-Process -Wait "julia-binary.exe" -ArgumentList "/S /D=$JULIA_DIR"
 if (! $?) { Throw ("Error on installing Julia") }
 
-C:\julia07\julia\bin\julia -e "using InteractiveUtils; versioninfo()"
+& $JULIA -e "using InteractiveUtils; versioninfo()"
 
-pwd
-dir  # path issue?
+# workaround a bug of Julia 0.7
+# use PackageSpec(name = "MXNet", path = "...") if we drop the 0.7 support
+Copy-Item -Path .\julia -Recurse -Destination "$env:JULIA_DEPOT_PATH\dev\MXNet"
 
 $src='
 using Pkg
-Pkg.develop(PackageSpec(name = "MXNet", path = "julia"))
+Pkg.develop("MXNet")
 Pkg.build("MXNet")
 Pkg.test("MXNet")
 '

[incubator-mxnet] branch master updated: Julia: add windows-cpu build (#13937)

[iblis]

This is an automated email from the ASF dual-hosted git repository.

iblis pushed a commit to branch master
in repository https://gitbox.apache.org/repos/asf/incubator-mxnet.git


The following commit(s) were added to refs/heads/master by this push:
 new ce8b083  Julia: add windows-cpu build (#13937)
ce8b083 is described below

commit ce8b083f1607025bd352457447038bc7ae186fab
Author: Iblis Lin 
AuthorDate: Wed Jan 23 23:46:51 2019 +0800

Julia: add windows-cpu build (#13937)

- Julia v0.7
- Julia v1.0
---
 ci/docker/runtime_functions.sh | 16 ++-
 ci/jenkins/Jenkins_steps.groovy| 28 +++
 ci/jenkins/Jenkinsfile_windows_cpu |  8 ++--
 ci/windows/test_jl07_cpu.ps1   | 56 ++
 ci/windows/test_jl10_cpu.ps1   | 56 ++
 julia/.gitignore   |  1 +
 julia/Project.toml | 26 ++
 julia/REQUIRE  |  2 +-
 julia/appveyor.yml | 56 --
 julia/deps/build.jl|  2 +-
 julia/src/util.jl  |  6 +--
 .../nightly/apache_rat_license_check/rat-excludes  |  1 +
 tools/license_header.py|  3 ++
 13 files changed, 184 insertions(+), 77 deletions(-)

diff --git a/ci/docker/runtime_functions.sh b/ci/docker/runtime_functions.sh
index 4c70c1a..9f9dd0c 100755
--- a/ci/docker/runtime_functions.sh
+++ b/ci/docker/runtime_functions.sh
@@ -922,29 +922,21 @@ unittest_ubuntu_cpu_julia() {
 export PATH="$1/bin:$PATH"
 export MXNET_HOME='/work/mxnet'
 export JULIA_DEPOT_PATH='/work/julia-depot'
-export DEVDIR="$JULIA_DEPOT_PATH/dev"
 
 julia -e 'using InteractiveUtils; versioninfo()'
 
-# install package
-mkdir -p $DEVDIR
-ln -sf ${MXNET_HOME}/julia ${DEVDIR}/MXNet
-
-# register MXNet.jl and dependencies
-julia -e 'using Pkg; Pkg.develop("MXNet")'
-
 # FIXME
 export LD_PRELOAD='/usr/lib/x86_64-linux-gnu/libjemalloc.so'
 export LD_LIBRARY_PATH=/work/mxnet/lib:$LD_LIBRARY_PATH
 
 # use the prebuilt binary from $MXNET_HOME/lib
-julia -e 'using Pkg; Pkg.build("MXNet")'
+julia --project=./julia -e 'using Pkg; Pkg.build("MXNet")'
 
 # run the script `julia/test/runtests.jl`
-julia -e 'using Pkg; Pkg.test("MXNet")'
+julia --project=./julia -e 'using Pkg; Pkg.test("MXNet")'
 
 # See https://github.com/dmlc/MXNet.jl/pull/303#issuecomment-341171774
-julia -e 'using MXNet; mx._sig_checker()'
+julia --project=./julia -e 'using MXNet; mx._sig_checker()'
 }
 
 unittest_ubuntu_cpu_julia07() {
@@ -1280,10 +1272,8 @@ deploy_jl_docs() {
 export PATH="/work/julia10/bin:$PATH"
 export MXNET_HOME='/work/mxnet'
 export JULIA_DEPOT_PATH='/work/julia-depot'
-export DEVDIR="$JULIA_DEPOT_PATH/dev"
 
 julia -e 'using InteractiveUtils; versioninfo()'
-mkdir -p $DEVDIR
 
 # FIXME
 export LD_PRELOAD='/usr/lib/x86_64-linux-gnu/libjemalloc.so'
diff --git a/ci/jenkins/Jenkins_steps.groovy b/ci/jenkins/Jenkins_steps.groovy
index 9db3588..984672c 100644
--- a/ci/jenkins/Jenkins_steps.groovy
+++ b/ci/jenkins/Jenkins_steps.groovy
@@ -1210,6 +1210,34 @@ def test_windows_python3_cpu() {
 }]
 }
 
+def test_windows_julia07_cpu() {
+return ['Julia 0.7: CPU Win': {
+  node(NODE_WINDOWS_CPU) {
+ws('workspace/ut-julia07-cpu') {
+  timeout(time: max_time, unit: 'MINUTES') {
+utils.init_git_win()
+unstash 'windows_package_cpu'
+powershell 'ci/windows/test_jl07_cpu.ps1'
+  }
+}
+  }
+}]
+}
+
+def test_windows_julia10_cpu() {
+return ['Julia 1.0: CPU Win': {
+  node(NODE_WINDOWS_CPU) {
+ws('workspace/ut-julia10-cpu') {
+  timeout(time: max_time, unit: 'MINUTES') {
+utils.init_git_win()
+unstash 'windows_package_cpu'
+powershell 'ci/windows/test_jl10_cpu.ps1'
+  }
+}
+  }
+}]
+}
+
 def test_qemu_armv7_cpu() {
 return ['ARMv7 QEMU': {
   node(NODE_LINUX_CPU) {
diff --git a/ci/jenkins/Jenkinsfile_windows_cpu 
b/ci/jenkins/Jenkinsfile_windows_cpu
index a8746db..5bc40d6 100644
--- a/ci/jenkins/Jenkinsfile_windows_cpu
+++ b/ci/jenkins/Jenkinsfile_windows_cpu
@@ -35,12 +35,14 @@ utils.main_wrapper(
 core_logic: {
   utils.parallel_stage('Build', [
 custom_steps.compile_windows_cpu()
-  ]) 
+  ])
 
   utils.parallel_stage('Tests', [
 custom_steps.test_windows_python2_cpu(),
-custom_steps.test_windows_python3_cpu()
-  ]) 
+custom_steps.test_windows_python3_cpu(),
+custom_steps.test_windows_julia07_cpu(),
+custom_steps.test_windows_julia10_cpu()
+  ])
 }
 ,
 failure_handler: {
diff --git a/ci/w

[incubator-mxnet] branch ib/ci-jl-win deleted (was 6161e84)

[iblis]

This is an automated email from the ASF dual-hosted git repository.

iblis pushed a change to branch ib/ci-jl-win
in repository https://gitbox.apache.org/repos/asf/incubator-mxnet.git.


 was 6161e84  Julia: add windows-cpu build

The revisions that were on this branch are still contained in
other references; therefore, this change does not discard any commits
from the repository.

[incubator-mxnet] branch ib/ci-jl-win updated: add comments

[iblis]

This is an automated email from the ASF dual-hosted git repository.

iblis pushed a commit to branch ib/ci-jl-win
in repository https://gitbox.apache.org/repos/asf/incubator-mxnet.git


The following commit(s) were added to refs/heads/ib/ci-jl-win by this push:
 new a713aed  add comments
a713aed is described below

commit a713aedac4986a5e4194f573a014a5cd2887
Author: Iblis Lin 
AuthorDate: Wed Jan 23 09:58:06 2019 +0800

add comments
---
 ci/windows/test_jl07_cpu.ps1 | 4 
 ci/windows/test_jl10_cpu.ps1 | 4 
 2 files changed, 8 insertions(+)

diff --git a/ci/windows/test_jl07_cpu.ps1 b/ci/windows/test_jl07_cpu.ps1
index 9a81da0..6cd34ef 100644
--- a/ci/windows/test_jl07_cpu.ps1
+++ b/ci/windows/test_jl07_cpu.ps1
@@ -48,5 +48,9 @@ $src='
 '
 
 $src > .\ci-build.jl
+
+# Redirect all stderr output to stdout,
+# since Julia loggers output stuffs to stderr.
+# Then, stderr triggers powershell NativeCommandError.
 & $JULIA .\ci-build.jl 2>&1 | %{ "$_" }
 if ($LastExitCode -eq 1) { Throw ("Error") }
diff --git a/ci/windows/test_jl10_cpu.ps1 b/ci/windows/test_jl10_cpu.ps1
index c86bc26..96c4190 100644
--- a/ci/windows/test_jl10_cpu.ps1
+++ b/ci/windows/test_jl10_cpu.ps1
@@ -48,5 +48,9 @@ $src='
 '
 
 $src > .\ci-build.jl
+
+# Redirect all stderr output to stdout,
+# since Julia loggers output stuffs to stderr.
+# Then, stderr triggers powershell NativeCommandError.
 & $JULIA .\ci-build.jl 2>&1 | %{ "$_" }
 if ($LastExitCode -eq 1) { Throw ("Error") }

[incubator-mxnet] branch ib/ci-jl-win updated: fix unix-cpu julia build process

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The following commit(s) were added to refs/heads/ib/ci-jl-win by this push:
 new 71ac27e  fix unix-cpu julia build process
71ac27e is described below

commit 71ac27e05992bb0d93712efaf71fe2439d182ecc
Author: Iblis Lin 
AuthorDate: Wed Jan 23 12:59:48 2019 +0800

fix unix-cpu julia build process
---
 ci/docker/runtime_functions.sh | 16 +++-
 1 file changed, 3 insertions(+), 13 deletions(-)

diff --git a/ci/docker/runtime_functions.sh b/ci/docker/runtime_functions.sh
index 3da6c52..a244d8a 100755
--- a/ci/docker/runtime_functions.sh
+++ b/ci/docker/runtime_functions.sh
@@ -912,29 +912,21 @@ unittest_ubuntu_cpu_julia() {
 export PATH="$1/bin:$PATH"
 export MXNET_HOME='/work/mxnet'
 export JULIA_DEPOT_PATH='/work/julia-depot'
-export DEVDIR="$JULIA_DEPOT_PATH/dev"
 
 julia -e 'using InteractiveUtils; versioninfo()'
 
-# install package
-mkdir -p $DEVDIR
-ln -sf ${MXNET_HOME}/julia ${DEVDIR}/MXNet
-
-# register MXNet.jl and dependencies
-julia -e 'using Pkg; Pkg.develop("MXNet")'
-
 # FIXME
 export LD_PRELOAD='/usr/lib/x86_64-linux-gnu/libjemalloc.so'
 export LD_LIBRARY_PATH=/work/mxnet/lib:$LD_LIBRARY_PATH
 
 # use the prebuilt binary from $MXNET_HOME/lib
-julia -e 'using Pkg; Pkg.build("MXNet")'
+julia --project=./julia -e 'using Pkg; Pkg.build("MXNet")'
 
 # run the script `julia/test/runtests.jl`
-julia -e 'using Pkg; Pkg.test("MXNet")'
+julia --project=./julia -e 'using Pkg; Pkg.test("MXNet")'
 
 # See https://github.com/dmlc/MXNet.jl/pull/303#issuecomment-341171774
-julia -e 'using MXNet; mx._sig_checker()'
+julia --project=./julia -e 'using MXNet; mx._sig_checker()'
 }
 
 unittest_ubuntu_cpu_julia07() {
@@ -1270,10 +1262,8 @@ deploy_jl_docs() {
 export PATH="/work/julia10/bin:$PATH"
 export MXNET_HOME='/work/mxnet'
 export JULIA_DEPOT_PATH='/work/julia-depot'
-export DEVDIR="$JULIA_DEPOT_PATH/dev"
 
 julia -e 'using InteractiveUtils; versioninfo()'
-mkdir -p $DEVDIR
 
 # FIXME
 export LD_PRELOAD='/usr/lib/x86_64-linux-gnu/libjemalloc.so'

[incubator-mxnet] branch master updated: julia: fix `argmax` for NDArray (#13871)

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The following commit(s) were added to refs/heads/master by this push:
 new 61847be  julia: fix `argmax` for NDArray (#13871)
61847be is described below

commit 61847bebf5cf807680740542afeeacda5231ace9
Author: Iblis Lin 
AuthorDate: Fri Jan 18 11:07:29 2019 +0800

julia: fix `argmax` for NDArray (#13871)

- fix 0-based index output to 1-based index

close #13786
---
 julia/src/ndarray.jl   | 65 ++
 julia/test/unittest/ndarray.jl | 46 ++
 2 files changed, 111 insertions(+)

diff --git a/julia/src/ndarray.jl b/julia/src/ndarray.jl
index dad9b59..6987d57 100644
--- a/julia/src/ndarray.jl
+++ b/julia/src/ndarray.jl
@@ -1273,6 +1273,67 @@ Base.prod(x::NDArray; dims = :) = _prod(x, dims)
 @_remap _prod(x::NDArray, ::Colon) prod(x)
 @_remap _prod(x::NDArray, dims)prod(x; axis = 0 .- dims, keepdims = true)
 
+# TODO: support CartesianIndex ?
+"""
+argmax(x::NDArray; dims) -> indices
+
+Note that `NaN` is skipped during comparison.
+This is different from Julia `Base.argmax`.
+
+## Examples
+
+```julia-repl
+julia> x = NDArray([0. 1 2; 3 4 5])
+2×3 NDArray{Float64,2} @ CPU0:
+ 0.0  1.0  2.0
+ 3.0  4.0  5.0
+
+julia> argmax(x, dims = 1)
+1×3 NDArray{Float64,2} @ CPU0:
+ 2.0  2.0  2.0
+
+julia> argmax(x, dims = 2)
+2×1 NDArray{Float64,2} @ CPU0:
+ 3.0
+ 3.0
+```
+
+See also [`argmin`](@ref mx.argmin).
+"""
+Base.argmax(x::NDArray; dims = :) = _argmax(x, dims) .+ 1
+@_remap _argmax(x::NDArray, ::Colon) argmax(x)
+@_remap _argmax(x::NDArray, dims)argmax(x; axis = 0 .- dims, keepdims = 
true)
+
+"""
+argmin(x::NDArray; dims) -> indices
+
+Note that `NaN` is skipped during comparison.
+This is different from Julia `Base.argmin`.
+
+## Examples
+
+```julia-repl
+julia> x = NDArray([0. 1 2; 3 4 5])
+2×3 NDArray{Float64,2} @ CPU0:
+ 0.0  1.0  2.0
+ 3.0  4.0  5.0
+
+julia> argmax(x, dims = 1)
+1×3 NDArray{Float64,2} @ CPU0:
+ 2.0  2.0  2.0
+
+julia> argmax(x, dims = 2)
+2×1 NDArray{Float64,2} @ CPU0:
+ 3.0
+ 3.0
+```
+
+See also [`argmax`](@ref mx.argmax).
+"""
+Base.argmin(x::NDArray; dims = :) = _argmin(x, dims) .+ 1
+@_remap _argmin(x::NDArray, ::Colon) argmin(x)
+@_remap _argmin(x::NDArray, dims)argmin(x; axis = 0 .- dims, keepdims = 
true)
+
 _nddoc[:clip] = _nddoc[:clip!] =
 """
 clip(x::NDArray, min, max)
@@ -1734,6 +1795,10 @@ const _op_import_bl = [  # import black list; do not 
import these funcs
 "broadcast_axis",
 "broadcast_axes",
 "broadcast_hypot",
+
+# reduction
+"argmax",
+"argmin",
 ]
 
 macro _import_ndarray_functions()
diff --git a/julia/test/unittest/ndarray.jl b/julia/test/unittest/ndarray.jl
index 9ca4ba2..85328ff 100644
--- a/julia/test/unittest/ndarray.jl
+++ b/julia/test/unittest/ndarray.jl
@@ -1434,6 +1434,50 @@ function test_hypot()
   @test copy(z) == C
 end  # function test_hypot
 
+function test_argmax()
+  @info "NDArray::argmax"
+  let
+A = [1. 5 3;
+ 4 2 6]
+x = NDArray(A)
+
+@test copy(argmax(x, dims = 1)) == [2 1 2]
+@test copy(argmax(x, dims = 2)) == reshape([2, 3], :, 1)
+  end
+
+  @info "NDArray::argmax::NaN"
+  let
+A = [1.  5 3;
+ NaN 2 6]
+x = NDArray(A)
+
+@test copy(argmax(x, dims = 1)) == [1 1 2]
+@test copy(argmax(x, dims = 2)) == reshape([2, 3], :, 1)
+  end
+end
+
+function test_argmin()
+  @info "NDArray::argmin"
+  let
+A = [1. 5 3;
+ 4 2 6]
+x = NDArray(A)
+
+@test copy(argmin(x, dims = 1)) == [1 2 1]
+@test copy(argmin(x, dims = 2)) == reshape([1, 2], :, 1)
+  end
+
+  @info "NDArray::argmin::NaN"
+  let
+A = [1.  5 3;
+ NaN 2 6]
+x = NDArray(A)
+
+@test copy(argmin(x, dims = 1)) == [1 2 1]
+@test copy(argmin(x, dims = 2)) == reshape([1, 2], :, 1)
+  end
+end
+
 

 # Run tests
 

@@ -1479,6 +1523,8 @@ end  # function test_hypot
   test_broadcast_to()
   test_broadcast_axis()
   test_hypot()
+  test_argmax()
+  test_argmin()
 end
 
 end

[incubator-mxnet] branch ib/nd-argmax-argmin deleted (was 267e7c2)

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 was 267e7c2  julia: fix `argmax` for NDArray

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[incubator-mxnet] branch ib/ndarray-undef updated (cfdd63d -> 1c60330)

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 discard cfdd63d  Julia: deprecate `mx.empty`, replace it with 
`UndefInitializer`
 new 1c60330  Julia: deprecate `mx.empty`, replace it with 
`UndefInitializer`

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Summary of changes:
 julia/src/ndarray.jl | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

[incubator-mxnet] branch ib/jl-docstring-render deleted (was aa2d8fd)

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 was aa2d8fd  Julia: fix filename quoting in docstring

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[incubator-mxnet] branch ib/ci-jl-win updated (71ac27e -> 6161e84)

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 discard 71ac27e  fix unix-cpu julia build process
 discard a713aed  add comments
 discard fa0bf5c  Revert "try a failed test, make sure CI fail."
 discard 162044b  try a failed test, make sure CI fail.
 discard b07d234  LastExitCode
 discard f127bdd  add rat-excludes
 discard b65a302  redirect stderr to stdout
 discard 9dfe039  julia 0.7
 discard 94e75de  fix
 discard d688b53  add Project.toml
 discard 298b6ec  Julia: add windows-cpu build
 new 6161e84  Julia: add windows-cpu build

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Summary of changes:

[incubator-mxnet] 01/01: julia: fix `argmax` for NDArray

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commit 267e7c2f470fe9ff3015988543f2363d5896aefc
Author: Iblis Lin 
AuthorDate: Mon Jan 14 20:40:46 2019 +0800

julia: fix `argmax` for NDArray

- fix 0-based index output to 1-based index

close #13786
---
 julia/src/ndarray.jl   | 65 ++
 julia/test/unittest/ndarray.jl | 46 ++
 2 files changed, 111 insertions(+)

diff --git a/julia/src/ndarray.jl b/julia/src/ndarray.jl
index dad9b59..6987d57 100644
--- a/julia/src/ndarray.jl
+++ b/julia/src/ndarray.jl
@@ -1273,6 +1273,67 @@ Base.prod(x::NDArray; dims = :) = _prod(x, dims)
 @_remap _prod(x::NDArray, ::Colon) prod(x)
 @_remap _prod(x::NDArray, dims)prod(x; axis = 0 .- dims, keepdims = true)
 
+# TODO: support CartesianIndex ?
+"""
+argmax(x::NDArray; dims) -> indices
+
+Note that `NaN` is skipped during comparison.
+This is different from Julia `Base.argmax`.
+
+## Examples
+
+```julia-repl
+julia> x = NDArray([0. 1 2; 3 4 5])
+2×3 NDArray{Float64,2} @ CPU0:
+ 0.0  1.0  2.0
+ 3.0  4.0  5.0
+
+julia> argmax(x, dims = 1)
+1×3 NDArray{Float64,2} @ CPU0:
+ 2.0  2.0  2.0
+
+julia> argmax(x, dims = 2)
+2×1 NDArray{Float64,2} @ CPU0:
+ 3.0
+ 3.0
+```
+
+See also [`argmin`](@ref mx.argmin).
+"""
+Base.argmax(x::NDArray; dims = :) = _argmax(x, dims) .+ 1
+@_remap _argmax(x::NDArray, ::Colon) argmax(x)
+@_remap _argmax(x::NDArray, dims)argmax(x; axis = 0 .- dims, keepdims = 
true)
+
+"""
+argmin(x::NDArray; dims) -> indices
+
+Note that `NaN` is skipped during comparison.
+This is different from Julia `Base.argmin`.
+
+## Examples
+
+```julia-repl
+julia> x = NDArray([0. 1 2; 3 4 5])
+2×3 NDArray{Float64,2} @ CPU0:
+ 0.0  1.0  2.0
+ 3.0  4.0  5.0
+
+julia> argmax(x, dims = 1)
+1×3 NDArray{Float64,2} @ CPU0:
+ 2.0  2.0  2.0
+
+julia> argmax(x, dims = 2)
+2×1 NDArray{Float64,2} @ CPU0:
+ 3.0
+ 3.0
+```
+
+See also [`argmax`](@ref mx.argmax).
+"""
+Base.argmin(x::NDArray; dims = :) = _argmin(x, dims) .+ 1
+@_remap _argmin(x::NDArray, ::Colon) argmin(x)
+@_remap _argmin(x::NDArray, dims)argmin(x; axis = 0 .- dims, keepdims = 
true)
+
 _nddoc[:clip] = _nddoc[:clip!] =
 """
 clip(x::NDArray, min, max)
@@ -1734,6 +1795,10 @@ const _op_import_bl = [  # import black list; do not 
import these funcs
 "broadcast_axis",
 "broadcast_axes",
 "broadcast_hypot",
+
+# reduction
+"argmax",
+"argmin",
 ]
 
 macro _import_ndarray_functions()
diff --git a/julia/test/unittest/ndarray.jl b/julia/test/unittest/ndarray.jl
index 9ca4ba2..85328ff 100644
--- a/julia/test/unittest/ndarray.jl
+++ b/julia/test/unittest/ndarray.jl
@@ -1434,6 +1434,50 @@ function test_hypot()
   @test copy(z) == C
 end  # function test_hypot
 
+function test_argmax()
+  @info "NDArray::argmax"
+  let
+A = [1. 5 3;
+ 4 2 6]
+x = NDArray(A)
+
+@test copy(argmax(x, dims = 1)) == [2 1 2]
+@test copy(argmax(x, dims = 2)) == reshape([2, 3], :, 1)
+  end
+
+  @info "NDArray::argmax::NaN"
+  let
+A = [1.  5 3;
+ NaN 2 6]
+x = NDArray(A)
+
+@test copy(argmax(x, dims = 1)) == [1 1 2]
+@test copy(argmax(x, dims = 2)) == reshape([2, 3], :, 1)
+  end
+end
+
+function test_argmin()
+  @info "NDArray::argmin"
+  let
+A = [1. 5 3;
+ 4 2 6]
+x = NDArray(A)
+
+@test copy(argmin(x, dims = 1)) == [1 2 1]
+@test copy(argmin(x, dims = 2)) == reshape([1, 2], :, 1)
+  end
+
+  @info "NDArray::argmin::NaN"
+  let
+A = [1.  5 3;
+ NaN 2 6]
+x = NDArray(A)
+
+@test copy(argmin(x, dims = 1)) == [1 2 1]
+@test copy(argmin(x, dims = 2)) == reshape([1, 2], :, 1)
+  end
+end
+
 

 # Run tests
 

@@ -1479,6 +1523,8 @@ end  # function test_hypot
   test_broadcast_to()
   test_broadcast_axis()
   test_hypot()
+  test_argmax()
+  test_argmin()
 end
 
 end

[incubator-mxnet] branch ib/nd-argmax-argmin created (now 267e7c2)

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  at 267e7c2  julia: fix `argmax` for NDArray

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 new 267e7c2  julia: fix `argmax` for NDArray

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[incubator-mxnet] 01/01: Add CODEOWNERS for Julia package

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commit 5150956e86a82e0d512917f514b9d7364d3e8b28
Author: Iblis Lin 
AuthorDate: Mon Jan 14 20:50:13 2019 +0800

Add CODEOWNERS for Julia package
---
 CODEOWNERS | 1 +
 1 file changed, 1 insertion(+)

diff --git a/CODEOWNERS b/CODEOWNERS
index 8b48257..a9655ec 100644
--- a/CODEOWNERS
+++ b/CODEOWNERS
@@ -20,6 +20,7 @@
 /python/mxnet/optimizer/  @eric-haibin-lin
 /python/mxnet/gluon/trainer.py@eric-haibin-lin
 /contrib/clojure-package/ @gigasquid
+/julia/   @iblis17
 
 # C++ base
 /src/kvstore/ @rahul003 @anirudh2290

[incubator-mxnet] branch ib/julia-codeowner created (now 5150956)

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  at 5150956  Add CODEOWNERS for Julia package

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[incubator-mxnet] branch ib/jl-runtime-features updated (84aec6e -> 93f8e59)

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 discard 84aec6e  mx.isenabled
 discard 38e08f9  2 space
 discard f145581  update to new API
 discard a0d4d3c  Julia: add binding for runtime feature detection
 new 8a63bde  Julia: enable integration test (#14025)
 new 4898106  The latest version of leiningen has a dependency problem with 
codox (#14132)
 new ce031da  ONNX export: Support equal length splits (#14121)
 new 87c7add  add Apache header on all XML (#14138)
 new 45978a9  add mkldnn softmax_output (#13699)
 new c704f1f  follow up on fix nightly test (#14134)
 new 199bc7e  make rat-excludes compliant with apache release policy 
(#14142)
 new 7ff6ad1  Update lip reading example (#13647)
 new 0b1761f  Add pin_device_id option to Gluon DataLoader (#14136)
 new 85d3fa3  upgrade codox to work with lein 2.9.0 (#14133)
 new 6f9a679  fix website build (#14148)
 new e356586  disable flaky integration test (#14151)
 new 074a859  Fixes installation nightly test by filtering out the git 
commands (#14144)
 new 518cd40  Updated the MLP test to accept the number of epochs. Reduced 
the epochs in ci_test.sh to shorten the CI build time (#14149)
 new a13f8d9  Add license check to dev_menu, docs build with docker (#14166)
 new 73a9f1c  Relaxing type requirements for slice_like op (#14097)
 new dad33b5  Performance improvement in Normalize GPU Kernel (#14139)
 new df5310b  [MXNET-1315] Add checks for dynamic-shaped operators in 
CachedOp (#14018)
 new de5cda2  Add pixelshuffle layers (#13571)
 new cf46ca4  Fixes libjpeg-turbo dependecy under Ubuntu 16.04 (#14127)
 new 0e08891  Fix quote on LBSGD docs (#13975)
 new a4e249b  In-place updates for Nadam, Adadelta, Adamax and SGLD (#13960)
 new 8416c56  Fix jar path and add missing ones for spark jobs (#14020)
 new e2c69f3  add preprocessed data and pretrained model info; minor 
format/spelling fixes (#14170)
 new 549ecde  support dot(vector, vector) for fp16 inputs on GPU (#14102)
 new 3d0ffd2  R-Package Makefile (#14068)
 new ba97fb6  Parallelize CPU version and add GPU version of boolean_mask 
op (#14090)
 new da9afe1  add Qing's Key to master (#14180)
 new b0ab8d5  Fixes spelling (#14168)
 new 4b527b6  [MXNET-766] add dynamic_unroll RNN for HybridBlock (#11948)
 new d2cc396  [v1.4.x] Update MKL-DNN to fix the OSX build issue (#14141) 
(#14182)
 new 29fa446  Fix broken amalgamation (#12792)
 new ed0b791  Fix nd.pick large array issue (#14082)
 new 8bfbb7d  Add an inference script providing both accuracy and benchmark 
result for original wide_n_deep example (#13895)
 new 059f49f  Added USE_SIGNAL_HANDLER to other Linux builds which didn't 
had it (#14122)
 new 5adb6fc  Add NHWC layout support to Pooling (cpu, gpu cuda, gpu cuDNN) 
(#13749)
 new bada8a1  add quantization example to readme (#14186)
 new 3a6fe22  Refine runtime feature discovery python API and add 
documentation to … (#14130)
 new af9e3b3  update raspberry pi install instructions (#14172)
 new 49c311c  Add tutorial on how to use build from source jar (#14197)
 new c45e534  Scala interpreter instructions (#14169)
 new b396a63  Fix READMEs for examples (#14179)
 new 349803c  Multi-precision AdamW update op (#14171)
 new f9c436b  Fix req=null in SliceLikeBackward (#14209)
 new 862cbc6  softmax for fp16 with fp32 accumulator (#14098)
 new 0398a7e  onnx broadcast ops fixes (#13604)
 new fdbc433  fix update params (#14218)
 new 2347017  Two more gluon loss classes. (#14194)
 new 87441c3  Add infer_type_partial (#14214)
 new d465c52  Julia: add binding for runtime feature detection
 new 3c2132a  update to new API
 new 64a2a3d  2 space
 new 189478d  mx.isenabled
 new 93f8e59  update

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[incubator-mxnet] branch ib/jl-runtime-features updated (84aec6e -> 93f8e59)

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 discard 84aec6e  mx.isenabled
 discard 38e08f9  2 space
 discard f145581  update to new API
 discard a0d4d3c  Julia: add binding for runtime feature detection
 new 8a63bde  Julia: enable integration test (#14025)
 new 4898106  The latest version of leiningen has a dependency problem with 
codox (#14132)
 new ce031da  ONNX export: Support equal length splits (#14121)
 new 87c7add  add Apache header on all XML (#14138)
 new 45978a9  add mkldnn softmax_output (#13699)
 new c704f1f  follow up on fix nightly test (#14134)
 new 199bc7e  make rat-excludes compliant with apache release policy 
(#14142)
 new 7ff6ad1  Update lip reading example (#13647)
 new 0b1761f  Add pin_device_id option to Gluon DataLoader (#14136)
 new 85d3fa3  upgrade codox to work with lein 2.9.0 (#14133)
 new 6f9a679  fix website build (#14148)
 new e356586  disable flaky integration test (#14151)
 new 074a859  Fixes installation nightly test by filtering out the git 
commands (#14144)
 new 518cd40  Updated the MLP test to accept the number of epochs. Reduced 
the epochs in ci_test.sh to shorten the CI build time (#14149)
 new a13f8d9  Add license check to dev_menu, docs build with docker (#14166)
 new 73a9f1c  Relaxing type requirements for slice_like op (#14097)
 new dad33b5  Performance improvement in Normalize GPU Kernel (#14139)
 new df5310b  [MXNET-1315] Add checks for dynamic-shaped operators in 
CachedOp (#14018)
 new de5cda2  Add pixelshuffle layers (#13571)
 new cf46ca4  Fixes libjpeg-turbo dependecy under Ubuntu 16.04 (#14127)
 new 0e08891  Fix quote on LBSGD docs (#13975)
 new a4e249b  In-place updates for Nadam, Adadelta, Adamax and SGLD (#13960)
 new 8416c56  Fix jar path and add missing ones for spark jobs (#14020)
 new e2c69f3  add preprocessed data and pretrained model info; minor 
format/spelling fixes (#14170)
 new 549ecde  support dot(vector, vector) for fp16 inputs on GPU (#14102)
 new 3d0ffd2  R-Package Makefile (#14068)
 new ba97fb6  Parallelize CPU version and add GPU version of boolean_mask 
op (#14090)
 new da9afe1  add Qing's Key to master (#14180)
 new b0ab8d5  Fixes spelling (#14168)
 new 4b527b6  [MXNET-766] add dynamic_unroll RNN for HybridBlock (#11948)
 new d2cc396  [v1.4.x] Update MKL-DNN to fix the OSX build issue (#14141) 
(#14182)
 new 29fa446  Fix broken amalgamation (#12792)
 new ed0b791  Fix nd.pick large array issue (#14082)
 new 8bfbb7d  Add an inference script providing both accuracy and benchmark 
result for original wide_n_deep example (#13895)
 new 059f49f  Added USE_SIGNAL_HANDLER to other Linux builds which didn't 
had it (#14122)
 new 5adb6fc  Add NHWC layout support to Pooling (cpu, gpu cuda, gpu cuDNN) 
(#13749)
 new bada8a1  add quantization example to readme (#14186)
 new 3a6fe22  Refine runtime feature discovery python API and add 
documentation to … (#14130)
 new af9e3b3  update raspberry pi install instructions (#14172)
 new 49c311c  Add tutorial on how to use build from source jar (#14197)
 new c45e534  Scala interpreter instructions (#14169)
 new b396a63  Fix READMEs for examples (#14179)
 new 349803c  Multi-precision AdamW update op (#14171)
 new f9c436b  Fix req=null in SliceLikeBackward (#14209)
 new 862cbc6  softmax for fp16 with fp32 accumulator (#14098)
 new 0398a7e  onnx broadcast ops fixes (#13604)
 new fdbc433  fix update params (#14218)
 new 2347017  Two more gluon loss classes. (#14194)
 new 87441c3  Add infer_type_partial (#14214)
 new d465c52  Julia: add binding for runtime feature detection
 new 3c2132a  update to new API
 new 64a2a3d  2 space
 new 189478d  mx.isenabled
 new 93f8e59  update

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[incubator-mxnet] branch ib/jl-runtime-features updated (93f8e59 -> 6d9e429)

[iblis]

This is an automated email from the ASF dual-hosted git repository.

iblis pushed a change to branch ib/jl-runtime-features
in repository https://gitbox.apache.org/repos/asf/incubator-mxnet.git.


 discard 93f8e59  update
 discard 189478d  mx.isenabled
 discard 64a2a3d  2 space
 discard 3c2132a  update to new API
 discard d465c52  Julia: add binding for runtime feature detection
 new 5f32f32  Dual stream cudnn Convolution backward() with 
MXNET_GPU_WORKER_NSTREAMS=2. (#14006)
 new 0af40f7  [MXNET-1325] Make InferShapeAttr a standalone pass (#14193)
 new 0eed3da  Temporarily disables windows pipeline to unblock PRs (#14261)
 new e3a51b5  [op] add back support for scalar type rescale_grad argument 
for adamw_update/mp_adamw_update (#14221)
 new 7c617cc  pypi package description. manifest/setup.py update (#14255)
 new f0fedec  Refactors USE_NVRTC setting to ENABLE_CUDA_RTC in pip make 
config files (#14250)
 new c319ae5  MXNet Java bug fixes and experience improvement (#14213)
 new 992c3c0  [MXNET-1330] Bring nnvm::Tuple to mxnet::Tuple (#14270)
 new c6b1fd5  MXNET-1302 Exclude commons-codec and commons-io from 
assembled JAR (#14000)
 new 3180f9c  added mkldnn dependency for plugin compile target (#14274)
 new fb4f9d5  Large array support for randint (#14242)
 new 7aac0b5  reverting broadcasting fixes (#14299)
 new 0e23a18  add symbolic link to mkldnn header files in include (#14300)
 new 053ffc7  fix memory-related issues to enable ASAN tests (#14223)
 new 7b1727a  Julia: add binding for runtime feature detection
 new ec80b31  update to new API
 new 03698eb  2 space
 new 271fed6  mx.isenabled
 new 6d9e429  update

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Summary of changes:
 3rdparty/dmlc-core |   2 +-
 3rdparty/mshadow   |   2 +-
 CONTRIBUTORS.md|   1 +
 Makefile   |   2 +-
 amalgamation/prep_nnvm.sh  |   1 -
 ci/docker/runtime_functions.sh |   2 -
 ci/jenkins/Jenkinsfile_windows_cpu |  10 +-
 ci/jenkins/Jenkinsfile_windows_gpu |  10 +-
 cpp-package/example/alexnet.cpp|   1 +
 cpp-package/example/charRNN.cpp|  10 +
 cpp-package/example/googlenet.cpp  |   1 +
 cpp-package/example/inception_bn.cpp   |   1 +
 cpp-package/example/lenet.cpp  |   1 +
 cpp-package/example/lenet_with_mxdataiter.cpp  |   1 +
 cpp-package/example/mlp_cpu.cpp|   1 +
 cpp-package/example/mlp_csv.cpp|   1 +
 cpp-package/example/mlp_gpu.cpp|   1 +
 cpp-package/example/resnet.cpp |   1 +
 cpp-package/example/test_optimizer.cpp |   1 +
 cpp-package/example/test_score.cpp |   1 +
 docs/architecture/overview.md  |  22 +-
 docs/faq/add_op_in_backend.md  |   8 +-
 docs/faq/env_var.md|   6 +
 docs/faq/new_op.md |   2 +-
 .../predict-cpp/image-classification-predict.cc|   4 +-
 include/mkldnn |   1 +
 include/mxnet/base.h   | 137 -
 include/mxnet/executor.h   |   4 +-
 include/mxnet/ndarray.h|  93 +--
 include/mxnet/op_attr_types.h  |  11 +-
 include/mxnet/operator.h   |  20 +-
 include/mxnet/operator_util.h  |   8 +-
 include/mxnet/tensor_blob.h|  12 +-
 include/mxnet/tuple.h  | 682 +
 make/pip/pip_darwin_cpu.mk |   2 +-
 make/pip/pip_darwin_mkl.mk |   2 +-
 make/pip/pip_linux_cpu.mk   

[incubator-mxnet] branch ib/jl-runtime-features updated (6d9e429 -> 1b5f894)

[iblis]

This is an automated email from the ASF dual-hosted git repository.

iblis pushed a change to branch ib/jl-runtime-features
in repository https://gitbox.apache.org/repos/asf/incubator-mxnet.git.


 discard 6d9e429  update
 discard 271fed6  mx.isenabled
 discard 03698eb  2 space
 discard ec80b31  update to new API
 discard 7b1727a  Julia: add binding for runtime feature detection
 new 434a5fb  move choose_element_0index to operator (#14273)
 new 1363557  1.4 release (#14297)
 new 6152ffa  FIX: flaky test exponential generator (#14287)
 new 4d14a0b  Add scalaclean to make clean (#14322)
 new df7771b  Add int8 data loader (#14123)
 new 21f67bd  [clojure-package] improve docstrings in `image.clj` (#14307)
 new 780bddc  Optimize NMS (#14290)
 new 434726e  [DOC] Refine documentation of runtime feature detection 
(#14238)
 new 99bb06c  support long for mx.random.seed (#14314)
 new 7243806  Use cudnn for dropout by default (#14278)
 new 5065f13  fix SoftmaxOutput resource bug (#14302)
 new ef1c4ba  Fixed some typos in AvgPooling Docs (#14324)
 new 0f88f61  [clojure-package] fix docstrings in `normal.clj` (#14295)
 new 427b6d4  Fix shape inference pass (#14153)
 new d754da3  Relaxing type requirements for reshape_like op (#14325)
 new f2497aa  Updated news.md with the latest mkldnn submodule version 
(#14298)
 new 49d7fc6  Enhance gpu quantization (#14094)
 new d6eafca  Bypass ThreadedEngine in 
test_operator_gpu.py:test_convolution_multiple_streams. (#14338)
 new 111b881  Limit workspace for cudnnGet results (#14326)
 new 2df0660  Julia: add binding for runtime feature detection
 new ca6ac8a  update to new API
 new f6d13fb  2 space
 new 37ecb07  mx.isenabled
 new 1b5f894  update

This update added new revisions after undoing existing revisions.
That is to say, some revisions that were in the old version of the
branch are not in the new version.  This situation occurs
when a user --force pushes a change and generates a repository
containing something like this:

 * -- * -- B -- O -- O -- O   (6d9e429)
\
 N -- N -- N   refs/heads/ib/jl-runtime-features (1b5f894)

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Summary of changes:
 Makefile   |   2 +
 NEWS.md|   2 +-
 .../src/org/apache/clojure_mxnet/image.clj |  76 ++-
 .../src/org/apache/clojure_mxnet/random.clj|  70 ---
 .../test/org/apache/clojure_mxnet/random_test.clj  |   4 +-
 docs/_static/js/options.js |   5 +-
 docs/_static/mxnet-theme/index.html|   6 +-
 docs/_static/mxnet-theme/navbar.html   |   4 +-
 docs/api/perl/io.md|   1 +
 docs/api/python/io/io.md   |   1 +
 docs/api/python/libinfo/libinfo.md |  77 +--
 docs/install/build_from_source.md  |   2 +-
 docs/install/download.md   |   1 +
 docs/install/index.md  |  59 --
 docs/install/ubuntu_setup.md   |   2 +-
 example/quantization/imagenet_inference.py |  84 ++--
 include/mxnet/c_api.h  |   4 +-
 perl-package/AI-MXNet/lib/AI/MXNet/IO.pm   |   1 +
 python/mxnet/gluon/nn/conv_layers.py   |   6 +-
 python/mxnet/random.py |   6 +-
 python/mxnet/runtime.py|  23 ++-
 src/executor/infer_graph_attr_pass.cc  |  76 ++-
 src/io/iter_image_recordio_2.cc|  55 -
 src/ndarray/ndarray.cc |   5 -
 src/operator/contrib/bounding_box-common.h | 118 +++
 src/operator/contrib/bounding_box-inl.cuh  | 223 +
 src/operator/contrib/bounding_box-inl.h| 115 +++
 src/operator/nn/cudnn/cudnn_convolution-inl.h  |   8 +-
 src/operator/nn/dropout-inl.h  |   2 +-
 .../quantization/mkldnn/mkldnn_quantize_v2-inl.h   |  31 ++-
 src/operator/quantization/quantize-inl.h   |   4 +
 src/operator/quantization/quantize_v2-inl.h| 109 ++
 src/operator/quantization/quantize_v2.cc   |   6 +
 src/operator/softmax_output-inl.h  |   5 -
 src/operator/softmax_output.cc 

[incubator-mxnet] branch master updated: Julia: add binding for runtime feature detection (#13992)

[iblis]

This is an automated email from the ASF dual-hosted git repository.

iblis pushed a commit to branch master
in repository https://gitbox.apache.org/repos/asf/incubator-mxnet.git


The following commit(s) were added to refs/heads/master by this push:
 new 73b29fa  Julia: add binding for runtime feature detection (#13992)
73b29fa is described below

commit 73b29fa90d3eac0b1fae403b7583fdd1529942dc
Author: Iblis Lin 
AuthorDate: Tue Mar 12 15:52:09 2019 +0800

Julia: add binding for runtime feature detection (#13992)
---
 julia/deps/build.jl  |  7 ++---
 julia/src/MXNet.jl   |  1 +
 julia/src/base.jl|  7 +++--
 julia/src/runtime.jl | 76 
 4 files changed, 84 insertions(+), 7 deletions(-)

diff --git a/julia/deps/build.jl b/julia/deps/build.jl
index 9a719be..badca65 100644
--- a/julia/deps/build.jl
+++ b/julia/deps/build.jl
@@ -51,9 +51,10 @@ elseif Sys.islinux()
 end
 
 if Sys.isunix()
-  try
-push!(CUDAPATHS, replace(strip(read(`which nvcc`, String)), "bin/nvcc", 
"lib64"))
-  catch
+  nvcc_path = Sys.which("nvcc")
+  if nvcc_path ≢ nothing
+@info "Found nvcc: $nvcc_path"
+push!(CUDAPATHS, replace(nvcc_path, "bin/nvcc", "lib64"))
   end
 end
 
diff --git a/julia/src/MXNet.jl b/julia/src/MXNet.jl
index 70eda96..89ec88b 100644
--- a/julia/src/MXNet.jl
+++ b/julia/src/MXNet.jl
@@ -137,6 +137,7 @@ export to_graphviz
 
 include("base.jl")
 
+include("runtime.jl")
 include("context.jl")
 include("util.jl")
 
diff --git a/julia/src/base.jl b/julia/src/base.jl
index 61779d1..6831464 100644
--- a/julia/src/base.jl
+++ b/julia/src/base.jl
@@ -85,12 +85,11 @@ function mx_get_last_error()
 end
 
 "Utility macro to call MXNet API functions"
-macro mxcall(fv, argtypes, args...)
-  f = eval(fv)
+macro mxcall(f, argtypes, args...)
   args = map(esc, args)
   quote
-_mxret = ccall(($(QuoteNode(f)), $MXNET_LIB),
-   Cint, $argtypes, $(args...))
+_mxret = ccall(($f, $MXNET_LIB),
+   Cint, $(esc(argtypes)), $(args...))
 if _mxret != 0
   err_msg = mx_get_last_error()
   throw(MXError(err_msg))
diff --git a/julia/src/runtime.jl b/julia/src/runtime.jl
new file mode 100644
index 000..cedcced
--- /dev/null
+++ b/julia/src/runtime.jl
@@ -0,0 +1,76 @@
+# Licensed to the Apache Software Foundation (ASF) under one
+# or more contributor license agreements.  See the NOTICE file
+# distributed with this work for additional information
+# regarding copyright ownership.  The ASF licenses this file
+# to you under the Apache License, Version 2.0 (the
+# License); you may not use this file except in compliance
+# with the License.  You may obtain a copy of the License at
+#
+#   http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing,
+# software distributed under the License is distributed on an
+# AS IS BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+# KIND, either express or implied.  See the License for the
+# specific language governing permissions and limitations
+# under the License.
+
+# runtime detection of compile time features in the native library
+
+module MXRuntime
+
+using ..mx
+
+export LibFeature
+export feature_list, isenabled
+
+# defined in include/mxnet/c_api.h
+struct LibFeature
+  _name::Ptr{Cchar}
+  enabled::Bool
+end
+
+function Base.getproperty(x::LibFeature, p::Symbol)
+  (p == :name) && return unsafe_string(getfield(x, :_name))
+  getfield(x, p)
+end
+
+Base.show(io::IO, x::LibFeature) =
+  print(io, ifelse(x.enabled, "✔", "✖"), " ", x.name)
+
+"""
+feature_list()
+
+Check the library for compile-time features.
+The list of features are maintained in libinfo.h and libinfo.cc
+"""
+function feature_list()
+  ref = Ref{Ptr{LibFeature}}(C_NULL)
+  s = Ref{Csize_t}(C_NULL)
+  @mx.mxcall(:MXLibInfoFeatures, (Ref{Ptr{LibFeature}}, Ref{Csize_t}), ref, s)
+  unsafe_wrap(Array, ref[], s[])
+end
+
+"""
+isenabled(x::Symbol)::Bool
+
+Returns the given runtime feature is enabled or not.
+
+```julia-repl
+julia> mx.isenabled(:CUDA)
+false
+
+julia> mx.isenabled(:CPU_SSE)
+true
+```
+
+See also `mx.feature_list()`.
+"""
+isenabled(x::Symbol) =
+  any(feature_list()) do i
+Symbol(i.name) == x && i.enabled
+  end
+
+end  # module MXRuntime
+
+using .MXRuntime

[incubator-mxnet] branch ib/jl-runtime-features deleted (was 1b5f894)

[iblis]

This is an automated email from the ASF dual-hosted git repository.

iblis pushed a change to branch ib/jl-runtime-features
in repository https://gitbox.apache.org/repos/asf/incubator-mxnet.git.


 was 1b5f894  update

The revisions that were on this branch are still contained in
other references; therefore, this change does not discard any commits
from the repository.

[incubator-mxnet] branch master updated: Julia: split symbolic-node.jl into several snippets (#14024)

[iblis]

This is an automated email from the ASF dual-hosted git repository.

iblis pushed a commit to branch master
in repository https://gitbox.apache.org/repos/asf/incubator-mxnet.git


The following commit(s) were added to refs/heads/master by this push:
 new ed83071  Julia: split symbolic-node.jl into several snippets (#14024)
ed83071 is described below

commit ed8307121ecb7d7f0717ccd080848f5b16dcf191
Author: Iblis Lin 
AuthorDate: Sat Mar 9 10:51:16 2019 +0800

Julia: split symbolic-node.jl into several snippets (#14024)

- `symbolic-node/type.jl`
- `symbolic-node/show.jl`
- `symbolic-node/arithmetic.jl`
- `symbolic-node/io.jl`
- `symbolic-node/array.jl`
- `symbolic-node/op.jl`
- `symbolic-node/autodiff.jl`

See also: #14001
---
 julia/src/symbolic-node.jl| 987 +-
 julia/src/symbolic-node/arithmetic.jl | 127 +
 julia/src/symbolic-node/array.jl  | 122 +
 julia/src/symbolic-node/autodiff.jl   | 178 ++
 julia/src/symbolic-node/io.jl |  58 ++
 julia/src/symbolic-node/op.jl | 444 +++
 julia/src/symbolic-node/show.jl   |  62 +++
 julia/src/symbolic-node/type.jl   | 123 +
 8 files changed, 1121 insertions(+), 980 deletions(-)

diff --git a/julia/src/symbolic-node.jl b/julia/src/symbolic-node.jl
index 8b7a8be..ba1c595 100644
--- a/julia/src/symbolic-node.jl
+++ b/julia/src/symbolic-node.jl
@@ -15,983 +15,10 @@
 # specific language governing permissions and limitations
 # under the License.
 
-"""
-SymbolicNode
-
-SymbolicNode is the basic building block of the symbolic graph in MXNet.jl.
-It's a callable object and supports following calls:
-
-(s::SymbolicNode)(args::SymbolicNode...)
-(s::SymbolicNode)(; kwargs...)
-
-Make a new node by composing `s` with `args`. Or the arguments
-can be specified using keyword arguments.
-"""
-mutable struct SymbolicNode
-  handle::MX_SymbolHandle
-end
-
-const SymbolicNodeOrReal = Union{SymbolicNode,Real}
-
-# @unfuse SymbolicNode  # for broadcasting
-
-Base.unsafe_convert(::Type{MX_handle}, obj::SymbolicNode) =
-  Base.unsafe_convert(MX_handle, obj.handle)
-Base.convert(t::Type{MX_handle}, obj::SymbolicNode) = Base.unsafe_convert(t, 
obj)
-Base.cconvert(t::Type{MX_handle}, obj::SymbolicNode) = Base.unsafe_convert(t, 
obj)
-
-"""
-deepcopy(s::SymbolicNode)
-
-Make a deep copy of a SymbolicNode.
-"""
-function Base.deepcopy(s::SymbolicNode)
-  ref_hdr = Ref{MX_handle}(C_NULL)
-  @mxcall(:MXSymbolCopy, (MX_handle, Ref{MX_handle}), s, ref_hdr)
-  SymbolicNode(MX_SymbolHandle(ref_hdr[]))
-end
-
-"""
-copy(s::SymbolicNode)
-
-Make a copy of a SymbolicNode. The same as making a deep copy.
-"""
-Base.copy(s::SymbolicNode) = Base.deepcopy(s)
-
-
-function (s::SymbolicNode)(args::SymbolicNode...)
-  s = deepcopy(s)
-  _compose!(s, args...)
-end
-
-function (s::SymbolicNode)(; kwargs...)
-  s = deepcopy(s)
-  _compose!(s; kwargs...)
-end
-
-macro _list_symbol_info(self, func_name)
-  quote
-ref_sz= Ref{MX_uint}(0)
-ref_names = Ref{char_pp}(0)
-@mxcall($func_name, (MX_handle, Ref{MX_uint}, Ref{char_pp}),
-$(esc(self)), ref_sz, ref_names)
-narg = ref_sz[]
-names = unsafe_wrap(Array, ref_names[], narg)
-names = [Symbol(unsafe_string(x)) for x in names]
-return names
-  end
-end
-
-"""
-list_arguments(s::SymbolicNode)
-
-List all the arguments of this node. The argument for a node contains both
-the inputs and parameters. For example, a `FullyConnected` node will
-have both data and weights in its arguments. A composed node (e.g. a MLP) will
-list all the arguments for intermediate nodes.
-
-Returns a list of symbols indicating the names of the arguments.
-"""
-list_arguments(s::SymbolicNode) = @_list_symbol_info(s, :MXSymbolListArguments)
-
-"""
-list_outputs(s::SymbolicNode)
-
-List all the outputs of this node.
-
-Returns a list of symbols indicating the names of the outputs.
-"""
-list_outputs(s::SymbolicNode) = @_list_symbol_info(s, :MXSymbolListOutputs)
-
-
-"""
-list_auxiliary_states(s::SymbolicNode)
-
-
-List all auxiliary states in the symbool.
-
-Auxiliary states are special states of symbols that do not corresponds to an 
argument,
-and do not have gradient. But still be useful for the specific operations.
-A common example of auxiliary state is the moving_mean and moving_variance in 
BatchNorm.
-Most operators do not have Auxiliary states.
-
-Returns a list of symbols indicating the names of the auxiliary states.
-"""
-list_auxiliary_states(s::SymbolicNode) =
-  @_list_symbol_info(s, :MXSymbolListAuxiliaryStates)
-
-"""
-get_internals(s::SymbolicNode)
-
-Get a new grouped `SymbolicNode` whose output contains all the internal 
outputs of
-this `SymbolicNode`.
-&q

[incubator-mxnet] branch master updated: Julia: enable integration test (#14025)

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The following commit(s) were added to refs/heads/master by this push:
 new 8a63bde  Julia: enable integration test (#14025)
8a63bde is described below

commit 8a63bdecf2d9f12d34fe5874957ae4c867eb5f5b
Author: Iblis Lin 
AuthorDate: Tue Feb 12 20:24:50 2019 +0800

Julia: enable integration test (#14025)
---
 ci/docker/runtime_functions.sh  | 1 +
 ci/jenkins/Jenkins_steps.groovy | 4 ++--
 julia/src/executor.jl   | 2 +-
 julia/test/runtests.jl  | 2 +-
 4 files changed, 5 insertions(+), 4 deletions(-)

diff --git a/ci/docker/runtime_functions.sh b/ci/docker/runtime_functions.sh
index 63a2a1b..93f2d8c 100755
--- a/ci/docker/runtime_functions.sh
+++ b/ci/docker/runtime_functions.sh
@@ -953,6 +953,7 @@ unittest_ubuntu_cpu_julia() {
 export PATH="$1/bin:$PATH"
 export MXNET_HOME='/work/mxnet'
 export JULIA_DEPOT_PATH='/work/julia-depot'
+export INTEGRATION_TEST=1
 
 julia -e 'using InteractiveUtils; versioninfo()'
 
diff --git a/ci/jenkins/Jenkins_steps.groovy b/ci/jenkins/Jenkins_steps.groovy
index 5986eaf..cfbf484 100644
--- a/ci/jenkins/Jenkins_steps.groovy
+++ b/ci/jenkins/Jenkins_steps.groovy
@@ -1028,7 +1028,7 @@ def test_unix_r_gpu() {
 def test_unix_julia07_cpu() {
 return ['Julia 0.7: CPU': {
   node(NODE_LINUX_CPU) {
-ws('workspace/ut-julia07-cpu') {
+ws('workspace/ut-it-julia07-cpu') {
   timeout(time: max_time, unit: 'MINUTES') {
 utils.unpack_and_init('cpu', mx_lib)
 utils.docker_run('ubuntu_cpu', 'unittest_ubuntu_cpu_julia07', 
false)
@@ -1041,7 +1041,7 @@ def test_unix_julia07_cpu() {
 def test_unix_julia10_cpu() {
 return ['Julia 1.0: CPU': {
   node(NODE_LINUX_CPU) {
-ws('workspace/ut-julia10-cpu') {
+ws('workspace/ut-it-julia10-cpu') {
   timeout(time: max_time, unit: 'MINUTES') {
 utils.unpack_and_init('cpu', mx_lib)
 utils.docker_run('ubuntu_cpu', 'unittest_ubuntu_cpu_julia10', 
false)
diff --git a/julia/src/executor.jl b/julia/src/executor.jl
index 29c21c8..e565617 100644
--- a/julia/src/executor.jl
+++ b/julia/src/executor.jl
@@ -169,7 +169,7 @@ function simple_bind(self::SymbolicNode, ctx::Context;
 end
   end
 
-  aux_arrays = [zeros(shape, ctx) for shape in aux_shapes]
+  aux_arrays = NDArray[zeros(shape, ctx) for shape in aux_shapes]
   return bind(self, ctx, arg_arrays, args_grad=grad_arrays, grad_req=grad_req, 
aux_states=aux_arrays)
 end
 
diff --git a/julia/test/runtests.jl b/julia/test/runtests.jl
index 4e5f273..e75df67 100644
--- a/julia/test/runtests.jl
+++ b/julia/test/runtests.jl
@@ -39,7 +39,7 @@ include(joinpath(@__DIR__, "common.jl"))
   test_dir(joinpath(@__DIR__, "unittest"))
 
   # run the basic MNIST mlp example
-  if haskey(ENV, "CONTINUOUS_INTEGRATION")
+  if haskey(ENV, "INTEGRATION_TEST")
 @testset "MNIST Test" begin
   include(joinpath(BASEDIR, "examples", "mnist", "mlp-test.jl"))
 end

[incubator-mxnet] branch ib/jl-integration-test deleted (was 83cdbcb)

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 was 83cdbcb  Julia: enable integration test

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other references; therefore, this change does not discard any commits
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[incubator-mxnet] branch ib/jl-runtime-features updated: mx.isenabled

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The following commit(s) were added to refs/heads/ib/jl-runtime-features by this 
push:
 new 84aec6e  mx.isenabled
84aec6e is described below

commit 84aec6e5087f6ef6ac60f5bd4dfe10c61410367a
Author: Iblis Lin 
AuthorDate: Tue Feb 12 12:20:55 2019 +

mx.isenabled
---
 julia/src/base.jl|  7 +++
 julia/src/runtime.jl | 27 +++
 2 files changed, 26 insertions(+), 8 deletions(-)

diff --git a/julia/src/base.jl b/julia/src/base.jl
index 61779d1..6831464 100644
--- a/julia/src/base.jl
+++ b/julia/src/base.jl
@@ -85,12 +85,11 @@ function mx_get_last_error()
 end
 
 "Utility macro to call MXNet API functions"
-macro mxcall(fv, argtypes, args...)
-  f = eval(fv)
+macro mxcall(f, argtypes, args...)
   args = map(esc, args)
   quote
-_mxret = ccall(($(QuoteNode(f)), $MXNET_LIB),
-   Cint, $argtypes, $(args...))
+_mxret = ccall(($f, $MXNET_LIB),
+   Cint, $(esc(argtypes)), $(args...))
 if _mxret != 0
   err_msg = mx_get_last_error()
   throw(MXError(err_msg))
diff --git a/julia/src/runtime.jl b/julia/src/runtime.jl
index bb8a81c..fcdadfb 100644
--- a/julia/src/runtime.jl
+++ b/julia/src/runtime.jl
@@ -15,7 +15,6 @@
 # specific language governing permissions and limitations
 # under the License.
 
-
 # runtime detection of compile time features in the native library
 
 module MXRuntime
@@ -23,7 +22,7 @@ module MXRuntime
 using ..mx
 
 export LibFeature
-export libinfo_features
+export libinfo_features, isenabled
 
 # defined in include/mxnet/c_api.h
 struct LibFeature
@@ -42,12 +41,32 @@ Check the library for compile-time features.
 The list of features are maintained in libinfo.h and libinfo.cc
 """
 function libinfo_features()
-  ref = Ref{Ptr{mx.MXRuntime.LibFeature}}(C_NULL)
+  ref = Ref{Ptr{LibFeature}}(C_NULL)
   s = Ref{Csize_t}(C_NULL)
-  mx.@mxcall(:MXLibInfoFeatures, (Ref{Ptr{mx.MXRuntime.LibFeature}}, 
Ref{Csize_t}), ref, s)
+  @mx.mxcall(:MXLibInfoFeatures, (Ref{Ptr{LibFeature}}, Ref{Csize_t}), ref, s)
   unsafe_wrap(Array, ref[], s[])
 end
 
+"""
+isenabled(x::Symbol)::Bool
+
+Returns the given runtime feature is enabled or not.
+
+```julia-repl
+julia> mx.isenabled(:CUDA)
+false
+
+julia> mx.isenabled(:CPU_SSE)
+true
+```
+
+See also `mx.libinfo_features`.
+"""
+isenabled(x::Symbol) =
+  any(libinfo_features()) do i
+Symbol(unsafe_string(i.name)) == x && i.enabled
+  end
+
 end  # module MXRuntime
 
 using .MXRuntime

[incubator-mxnet] branch ib/jl-runtime-features updated: 2 space

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The following commit(s) were added to refs/heads/ib/jl-runtime-features by this 
push:
 new 38e08f9  2 space
38e08f9 is described below

commit 38e08f97b9846960d1d6eaab95078d7f316dfaf0
Author: Iblis Lin 
AuthorDate: Tue Feb 12 06:23:47 2019 +

2 space
---
 julia/src/runtime.jl | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/julia/src/runtime.jl b/julia/src/runtime.jl
index 04ab973..bb8a81c 100644
--- a/julia/src/runtime.jl
+++ b/julia/src/runtime.jl
@@ -33,7 +33,7 @@ struct LibFeature
 end
 
 Base.show(io::IO, x::LibFeature) =
-  print(io, ifelse(x.enabled, "✔", "✖"), "\t", unsafe_string(x.name))
+  print(io, ifelse(x.enabled, "✔", "✖"), "  ", unsafe_string(x.name))
 
 """
 libinfo_features()

[incubator-mxnet] branch ib/jl-runtime-features updated (44156b5 -> f145581)

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 discard 44156b5  Julia: add binding for runtime feature detection
 new 183be8c  Gradient multiplier (contrib) operator (#13632)
 new dfb397e  Update README.md (#13973)
 new b30fba6  Fixing the doc for symbolic version of rand_zipfian (#13978)
 new 4700b40  Gluon end to end tutorial (#13411)
 new 24412df  [MXNET-1293] Adding Iterables instead of List to method 
signature for infer APIs in Java (#13977)
 new 49e8c57  Use CPUPinned context in ImageRecordIOParser2 (#13980)
 new 577275d  Added optional parameters to BilinearResize2D to do relative 
scaling (#13985)
 new f1c063e  [MXNET-1301] Remove the unnecessary WaitAll statements from 
inception_inference example (#13972)
 new 0f334ae  [MXNET-1000] get Ndarray real value and form it from a 
NDArray (#12690)
 new 5dc138d  api change (#13903)
 new 25e915b  ONNX export: Add Crop, Deconvolution and fix the default 
stride of Pooling to 1 (#12399)
 new 28c20fb  Sample python bilinear initializer at integral points in 
y-direction (#12983)
 new 3df0917  [MXNET-703] Minor refactor of TensorRT code (#13311)
 new bc98c0d  Python BucketingModule bind() with grad_req = 'add' (#13984)
 new da5242b  MXNET-1295 Adding integer index support to Sequence* family 
of operators. (#13880)
 new 195d4f1  Disabled flaky test test_negative_binomial_generator (#13784)
 new c701be5  Fix website error pages (#13963)
 new a82094d  build docs with CPP package (#13983)
 new 7b9779a  Update scala-package gitignore configuration. (#13962)
 new c4080de  [MXNET-1232] fix demo and add Eclipse support (#13979)
 new dbbd252  fix compile error in debug mode (#13873)
 new 3a1a80a  Image normalize operator - GPU support, 3D/4D inputs (#13802)
 new b9e02ab  remove debug; add support for v1.4.x docs; fix publish bug 
(#14015)
 new e37ff53   Return value docs for nd.random.* and sym.random.* (#13994)
 new 36a3cb8  Julia: split ndarray.jl into several snippets (#14001)
 new c939c2d  float32 -> float16 cast consistency across implementations 
(#13857)
 new 89c7d57  Improve bulking in Gluon (#13890)
 new 47277b0  Fix MXNet R package build (#13952)
 new 8102606  Fix inconsistent handling for FResourceRequestEx for 
imperative and symbolic executor (#14007)
 new 9a3e4a0  [MXNET-1180] Java Image API (#13807)
 new 2a4634b  Export resize and support batch size (#14014)
 new 439377d  add NAG optimizer to r api (#14023)
 new f95e794  Now passing DType of Label downstream to Label's DataDesc 
object (#14038)
 new d02beeb  fix test_stn (#14063)
 new 3d809c1  re-enable test after issue fixed 
https://github.com/apache/incubator-mxnet/issues/10973 (#14032)
 new 7ad4aca  Remove all usages of makefile for scala (#14013)
 new 9de7e5a  fix nightly test on tutorials (#14036)
 new 9aba77b  update the scala installation tutorial on intellij (#14033)
 new f86f21e  Image ToTensor operator - GPU support, 3D/4D inputs (#13837)
 new ac962cd  rewrote the concat test to avoid flaky failures (#14049)
 new 8ba6402  Fix website scala doc (#14065)
 new fbc5723  [Clojure] Add resource scope to clojure package (#13993)
 new 41b81c3  Update NOTICE (#14043)
 new 3f6778b  modifying SyncBN doc for FP16 use case (#14041)
 new 78870c0  add new cloud providers to install page (#14039)
 new 18b8704  CUDNN dropout (#13896)
 new 41ba014  fix test_depthwise_convoltuion for occasional CI failures 
(#14016)
 new ae997eb  ONNX export: broadcast_to, tile ops (#13981)
 new 7c7af3a  [MXNET-1258]fix unittest for ROIAlign Operator (#13609)
 new df4a4fd  Fix performance regression in normalize operator (#14055)
 new 9e14f14  Add maven wraper to scala project. (#13702)
 new 149d8105 Increase perfomance of BulkAppend and BulkFlush (#14067)
 new 8191585  [MXNET-1178] updating scala docs (#14070)
 new d684c59  update the version name (#14076)
 new febbdd4  [MXNET-1121] Example to demonstrate the inference workflow 
using RNN (#13680)
 new 506a25c  hybridize rnn and add model graph (#13244)
 new 26ca37c  Exclude concat layer  for gpu quantization (#14060)
 new 2ff8ce0  Remove inplace support for ToTensor operator (#14083)
 new 8b4a69a  [MKLDNN] Enable signed int8 support for convolution. (#13697)
 new 0a2419f  [MXNET-1291] solve pylint errors in examples with issue 
no.12205 (#13815)
 new f906681  increased docker shared memory (#14119)
 new ab5a0cf  Performance improvement in ToTensor GPU Kernel (#14099)
 new 61d6917  Add libhdf5-dev to ubuntu_core.sh (#14079)
 new f5ba735  Addresses comments in runtime feature discovery API (#13964)
 new a0d4d3c  Julia: add binding for runtime feature detection
 

[incubator-mxnet] branch master updated: Julia: split ndarray.jl into several snippets (#14001)

[iblis]

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The following commit(s) were added to refs/heads/master by this push:
 new 36a3cb8  Julia: split ndarray.jl into several snippets (#14001)
36a3cb8 is described below

commit 36a3cb828aa1c97de071f2e6e71d136bee11963a
Author: Iblis Lin 
AuthorDate: Wed Jan 30 15:35:43 2019 +0800

Julia: split ndarray.jl into several snippets (#14001)

- `ndarray/type.jl`
- `ndarray/context.jl`
- `ndarray/show.jl`
- `ndarray/remap.jl`
- `ndarray/array.jl`
- `ndarray/arithmetic.jl`
- `ndarray/comparison.jl`
- `ndarray/io.jl`
- `ndarray/reduction.jl`
- `ndarray/statistic.jl`
- `ndarray/linalg.jl`
- `ndarray/trig.jl`
- `ndarray/activation.jl`
- `ndarray/autoimport.jl`
---
 julia/src/ndarray.jl| 1827 +--
 julia/src/ndarray/activation.jl |   87 ++
 julia/src/ndarray/arithmetic.jl |  291 +++
 julia/src/ndarray/array.jl  |  712 +++
 julia/src/ndarray/autoimport.jl |  227 +
 julia/src/ndarray/comparison.jl |   56 ++
 julia/src/ndarray/context.jl|   29 +
 julia/src/ndarray/io.jl |  135 +++
 julia/src/ndarray/linalg.jl |   23 +
 julia/src/ndarray/reduction.jl  |  115 +++
 julia/src/ndarray/remap.jl  |  133 +++
 julia/src/ndarray/show.jl   |   31 +
 julia/src/ndarray/statistic.jl  |   24 +
 julia/src/ndarray/trig.jl   |   32 +
 julia/src/ndarray/type.jl   |  152 
 15 files changed, 2061 insertions(+), 1813 deletions(-)

diff --git a/julia/src/ndarray.jl b/julia/src/ndarray.jl
index 52c6dd2..256fdb4 100644
--- a/julia/src/ndarray.jl
+++ b/julia/src/ndarray.jl
@@ -15,1816 +15,17 @@
 # specific language governing permissions and limitations
 # under the License.
 
-# All the types supported by mshadow. See `mshadow/base.h`
-const DType = Union{Float32, Float64, Float16, UInt8, Int32, Int8, Int64}
-@enum TypeFlag kFloat32 kFloat64 kFloat16 kUint8 kInt32 kInt8 kInt64
-const DEFAULT_DTYPE = Float32  # MSHADOW_DEFAULT_DTYPE
-
-function toTypeFlag(T::Type{<:DType})
-  if T == Float32
-return kFloat32
-  elseif T == Float64
-return kFloat64
-  elseif T == Float16
-return kFloat16
-  elseif T == UInt8
-return kUint8
-  elseif T == Int32
-return kInt32
-  elseif T == Int8
-return kInt8
-  elseif T == Int64
-return kInt64
-  else
-throw(ArgumentError("Can't convert $T to DType."))
-  end
-end
-
-function fromTypeFlag(T::TypeFlag)
-  if T == kFloat32
-return Float32
-  elseif T == kFloat64
-return Float64
-  elseif T == kFloat16
-return Float16
-  elseif T == kUint8
-return UInt8
-  elseif T == kInt32
-return Int32
-  elseif T == kInt8
-return Int8
-  elseif T == kInt64
-return Int64
-  else
-throw(ArgumentError("Can't convert DType $T."))
-  end
-end
-
-# create a NDArray handle of specific shape
-function _ndarray_alloc(shape::NTuple{N,Int}, ctx::Context, delay_alloc::Bool) 
where N
-  h_ref  = Ref{MX_handle}(0)
-  shape  = collect(reverse(MX_uint.(shape)))
-  @mxcall(:MXNDArrayCreate, (Ptr{MX_uint}, MX_uint, Cint, Cint, Cint, 
Ref{MX_handle}),
-  shape, N, ctx.device_type, ctx.device_id, delay_alloc, h_ref)
-  handle = MX_NDArrayHandle(h_ref[])
-  return handle
-end
-
-# create a NDArray handle of specific shape type
-function _ndarray_alloc(::Type{T}, shape::NTuple{N,Int}, ctx::Context, 
delay_alloc::Bool) where {T<:DType,N}
-  h_ref  = Ref{MX_handle}(0)
-  shape  = collect(reverse(MX_uint.(shape)))
-  dtype  = toTypeFlag(T)
-  @mxcall(:MXNDArrayCreateEx, (Ptr{MX_uint}, MX_uint, Cint, Cint, Cint, Cint, 
Ref{MX_handle}),
-  shape, N, ctx.device_type, ctx.device_id, delay_alloc, dtype, h_ref)
-  handle = MX_NDArrayHandle(h_ref[])
-  return handle
-end
-
-# create a handle to an empty NDArray, this handle can be used to hold
-# results returned by libmx API calls
-function _ndarray_alloc()
-  h_ref = Ref{MX_handle}(0)
-  @mxcall(:MXNDArrayCreateNone, (Ref{MX_handle},), h_ref)
-  return MX_NDArrayHandle(h_ref[])
-end
-
-
-# NDArray Type
-
-"""
-NDArray{T,N}
-
-Wrapper of the `NDArray` type in `libmxnet`. This is the basic building block
-of tensor-based computation.
-
-!!! note
-  since C/C++ use row-major ordering for arrays while Julia follows a
-  column-major ordering. To keep things consistent, we keep the underlying 
data
-  in their original layout, but use *language-native* convention when we 
talk
-  about shapes. For example, a mini-batch of 100 MNIST images is a tensor 
of
-  C/C++/Python shape (100,1,28,28), while in Julia, the same piece of 
memory
-  have shape (28,28,1,100).
-&

[incubator-mxnet] branch ib/jl-ndarray-split deleted (was 548636d)

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 was 548636d  Julia: split ndarray.jl into several snippets

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[incubator-mxnet] branch ib/base-clamp updated (94c90ca -> 26b88b8)

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 discard 94c90ca  Julia: rename `mx.clip` to `clamp` for `NDArra`
 new 26b88b8  Julia: rename `mx.clip` to `clamp` for `NDArray`

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Summary of changes:

[incubator-mxnet] branch ib/bump-jl10 deleted (was 907f066)

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 was 907f066  CI: upgrade Julia version from 1.0.3 to 1.0.4

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[incubator-mxnet] 01/01: julia/ndarray: fix flaky test cases for `clamp`

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commit 9f2159b200cdf54a2bb37ee7c0a2c30008f4764f
Author: Iblis Lin 
AuthorDate: Tue Apr 23 09:53:29 2019 +

julia/ndarray: fix flaky test cases for `clamp`

ref: #14757
---
 julia/test/unittest/ndarray.jl | 22 --
 1 file changed, 12 insertions(+), 10 deletions(-)

diff --git a/julia/test/unittest/ndarray.jl b/julia/test/unittest/ndarray.jl
index 26695e8..638963f 100644
--- a/julia/test/unittest/ndarray.jl
+++ b/julia/test/unittest/ndarray.jl
@@ -886,18 +886,20 @@ function test_saveload()
 end
 
 function test_clamp()
-  dims = rand_dims()
-  @info("NDArray::clamp::dims = $dims")
-
-  j_array, nd_array = rand_tensors(dims)
-  clip_up   = maximum(abs.(j_array)) / 2
-  clip_down = 0
-  clipped   = clamp(nd_array, clip_down, clip_up)
+  @info("NDArray::clamp::dims")
+
+  A = [1 2 3;
+   4 5 6;
+   7 8 9.]
+  B = [3 3 3;
+   4 5 6;
+   7 8 8.]
+  x = NDArray(A)
+  y = clamp(x, 3., 8.)
 
   # make sure the original array is not modified
-  @test copy(nd_array) ≈ j_array
-
-  @test all(clip_down .<= copy(clipped) .<= clip_up)
+  @test copy(x) ≈ A
+  @test copy(y) ≈ B
 
   @info("NDArray::clamp!")
   let

[incubator-mxnet] branch ib/jl-fix-clamp-test created (now 9f2159b)

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  at 9f2159b  julia/ndarray: fix flaky test cases for `clamp`

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[incubator-mxnet] branch ib/jl-fix-clamp-test updated (9f2159b -> ae2e430)

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 discard 9f2159b  julia/ndarray: fix flaky test cases for `clamp`
 discard 871626e  Improve CMake handling of sse2 and sse3 Fix #14304 where 
CFLAGS were overriden instead of appended to.
 new 68efc15  fix custom op fork test (#14753)
 new 494c29e  [BUGFIX] fix ELU function will appear nan when calculating 
the gradient (#14673)
 new da7fff7  fix min max on zero-sized ndarray (#14745)
 new ae2e430  julia/ndarray: fix flaky test cases for `clamp`

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Summary of changes:
 CMakeLists.txt   | 14 +---
 python/mxnet/gluon/nn/activations.py |  3 ++-
 src/operator/tensor/broadcast_reduce_op.h| 27 
 src/operator/tensor/broadcast_reduce_op_value.cc |  4 ++--
 tests/python/gpu/test_operator_gpu.py|  1 +
 tests/python/unittest/test_gluon.py  |  2 +-
 tests/python/unittest/test_operator.py   | 20 +-
 7 files changed, 57 insertions(+), 14 deletions(-)

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[incubator-mxnet] branch ib/jl-mxnet-root-env updated (36076c4 -> c0ab006)

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from 36076c4  Merge branch 'master' into ib/jl-mxnet-root-env
 add 67acbe5  [DOC] Fix many arguments in the doc: reshape_like, 
arange_like, shape_array (#15752)
 add 8c2bef5  Add Gather_nd Scatter_nd to NDArray API category doc (#15689)
 add 51c07e5  [Dependency Update] Dependency update doc (#15045)
 add ce62873  Add quantization support for GluonCV (#15754)
 add 7186123  Revert "Dynamic Library Loading Support" (#15755)
 add aadef2d  Fix flaky test test_global_metric (#15756)
 add 45db8ea  Add matrix determinant operator in linalg (#15007)
 add 07eb482  fix tvm cmake (#15781)
 add a2b11ae  Fix PR #15489 (Dynamic Library Loading Support) (#15760)
 add be49b3b  Numpy-compatible Infra (#15581)
 add 79d8d86  Fix the bug of `MXEnginePushAsyncND` and `MXEnginePushSyncND` 
(#15751)
 add b6972bb  add int8 bn mkldnn implementation and test (#15664)
 add b77f524  [MXNET-1206] Support NDArray indexing with None and Ellipsis 
(#13143)
 add a3babc4  numpy-compatible sum (#15810)
 add 19916af  fix license issues (#15806)
 add bfd3bb8  Refactor LibraryInitializer so it's thread safe. Fixes random 
sporadical concurrency crashes. (#15762)
 add 0eb213d  Fix backward_clip num inputs and type of clip params (#15688)
 add 44a7fca  [Numpy] Numpy compatible slicing (#15798)
 add 614cba3  Making Features as a singleton for improved caching (#15835)
 add 57927a9  Clojure package remove source images (#15828)
 add c3f5eea  Numpy Tensordot and Dot Operator (#15820)
 add bd32de4  fixing problem with existing Singleton Caching (#15868)
 add 795990b  numpy linspace (#15852)
 add 05f3ae1  Large Index Support for Slice (#15593)
 add 67daae7  tvm infra for op attrs (#15854)
 add c81535c  cuDNN support cleanup (#15812)
 add 39bf4e0  Port several np ops to master (#15867)
 add 11ce2a2  Add large tensor support binary arithmetic (#15785)
 add 24a5cf0  Allow operators with multiple outputs in get_atomic_symbol 
(#15740)
 add f32b58e  numpy-compatible split upstream (#15841)
 add b914d0a  Large tensor support for random ops (#15783)
 add 843c3ab  Add Large Tensor Support for Sequence, NN Ops  (#15807)
 add 3d8035b  Numpy-compatible concatenate upstream (#15894)
 add 78733f0  Numpy-compatible concatenate upstream (#15894)
 add b98f297  Numpy-compatible concatenate upstream (#15894)
 add 9dbfc2d  Numpy-compatible concatenate upstream (#15894)
 add 40593c6  Fix ConcatType backward type inference (#15829)
 add f586c07  [OpPerf] Profiler flag for Python, Cpp  (#15881)
 add acc7865  added check for empty params file and unknown param (not 
arg/aux) (#15917)
 add c8f0b21  Remove Scala package test on build (#15915)
 add c0ab006  Merge branch 'master' into ib/jl-mxnet-root-env

No new revisions were added by this update.

Summary of changes:
 CMakeLists.txt |   19 +-
 LICENSE|  355 +++-
 Makefile   |5 +-
 benchmark/opperf/nd_operations/array_rearrange.py  |4 +-
 benchmark/opperf/nd_operations/binary_operators.py |8 +-
 benchmark/opperf/nd_operations/gemm_operators.py   |6 +-
 .../nd_operations/nn_activation_operators.py   |5 +-
 .../opperf/nd_operations/nn_basic_operators.py |5 +-
 .../opperf/nd_operations/nn_conv_operators.py  |   12 +-
 .../opperf/nd_operations/nn_optimizer_operators.py |4 +-
 .../nd_operations/random_sampling_operators.py |4 +-
 .../opperf/nd_operations/reduction_operators.py|4 +-
 .../nd_operations/sorting_searching_operators.py   |4 +-
 benchmark/opperf/nd_operations/unary_operators.py  |4 +-
 benchmark/opperf/opperf.py |   40 +-
 benchmark/opperf/utils/benchmark_utils.py  |   27 +-
 benchmark/opperf/utils/common_utils.py |   38 +-
 benchmark/opperf/utils/ndarray_utils.py|4 -
 benchmark/opperf/utils/profiler_utils.py   |   57 +-
 ci/jenkins/Jenkins_steps.groovy|   10 +-
 ci/jenkins/Jenkinsfile_unix_cpu|2 +-
 ci/publish/scala/build.sh  |2 +-
 cmake/BuildTVM.cmake   |2 +-
 contrib/clojure-package/.gitignore |1 +
 .../infer/objectdetector/images/marcel.jpg |  Bin 116161 -> 0 bytes
 .../clojure-package/scripts/get_test_images.sh |   26 +-
 .../test/org/apache/clojure_mxnet/image_test.clj   |6 +-
 .../clojure_mxnet/infer/imageclassifier_test.clj   |5 +-
 .../test/test-images/Pug-Cookie.jpg|  Bin 104323 -> 0 bytes
 .../clojure-package/test/test-i

[incubator-mxnet] branch master updated (287e3b5 -> d9364ba)

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from 287e3b5  Numpy add numpy op indices (#15837)
 add d9364ba  julia: fix `mx.forward` kwargs checking (#16138)

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Summary of changes:
 julia/src/executor.jl   |  2 +-
 julia/test/unittest/bind.jl | 15 +++
 2 files changed, 16 insertions(+), 1 deletion(-)

[incubator-mxnet] branch ib/fix-forward deleted (was bb8a6f4)

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[incubator-mxnet] branch ib/backport-jl updated (aa3677d -> 6559b80)

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from aa3677d  update julia install doc (#15609)
 add 6559b80  julia: fix `mx.forward` kwargs checking (#16138)

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Summary of changes:
 julia/src/executor.jl   |  2 +-
 julia/test/unittest/bind.jl | 15 +++
 2 files changed, 16 insertions(+), 1 deletion(-)

[incubator-mxnet] branch ib/jl-cmake-build created (now 82a8b6e)

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  at 82a8b6e  julia: migrate build process to cmake

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[incubator-mxnet] 01/01: julia: migrate build process to cmake

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commit 82a8b6e9796d352beabc19351d729edcf9219990
Author: Iblis Lin 
AuthorDate: Mon Sep 9 05:01:02 2019 +

julia: migrate build process to cmake

The original build process triggered by `Pkg.add` is
done by GNU make.
---
 julia/Project.toml  |   1 +
 julia/deps/build.jl | 141 
 julia/src/base.jl   |  19 +++
 3 files changed, 53 insertions(+), 108 deletions(-)

diff --git a/julia/Project.toml b/julia/Project.toml
index 994a696..ca41bb7 100644
--- a/julia/Project.toml
+++ b/julia/Project.toml
@@ -5,6 +5,7 @@ version = "1.6.0"
 
 [deps]
 BinDeps = "9e28174c-4ba2-5203-b857-d8d62c4213ee"
+CMake = "631607c0-34d2-5d66-819e-eb0f9aa2061a"
 Formatting = "59287772-0a20-5a39-b81b-1366585eb4c0"
 JSON = "682c06a0-de6a-54ab-a142-c8b1cf79cde6"
 Libdl = "8f399da3-3557-5675-b5ff-fb832c97cbdb"
diff --git a/julia/deps/build.jl b/julia/deps/build.jl
index dfd3f78..96b1634 100644
--- a/julia/deps/build.jl
+++ b/julia/deps/build.jl
@@ -15,6 +15,7 @@
 # specific language governing permissions and limitations
 # under the License.
 
+using CMake
 using JSON
 using Libdl
 using LinearAlgebra
@@ -75,7 +76,7 @@ if Sys.isunix()
   nvcc_path = Sys.which("nvcc")
   if nvcc_path ≢ nothing
 @info "Found nvcc: $nvcc_path"
-push!(CUDAPATHS, replace(nvcc_path, "bin/nvcc", "lib64"))
+push!(CUDAPATHS, replace(nvcc_path, "bin/nvcc" => "lib64"))
   end
 end
 
@@ -114,19 +115,17 @@ else
 end
 
 # propagate more build flags from ENV
-const CC  = get(ENV, "CC", nothing)
-const CXX = get(ENV, "CXX", nothing)
-const ADD_CFLAGS  = get(ENV, "ADD_CFLAGS", nothing)
-const ADD_LDFLAGS = get(ENV, "ADD_LDFLAGS", nothing)
-const USE_JEMALLOC = get(ENV, "USE_JEMALLOC", nothing)  # "0" or "1"
-
-function get_cpucore()
-if haskey(ENV, "TRAVIS")  # on travis-ci
-2
-else
-min(Sys.CPU_THREADS, 32)
-end
-end
+const USE_JEMALLOC = get(ENV, "USE_JEMALLOC", nothing)  # "ON" or "OFF"
+
+get_cpucore() = min(Sys.CPU_THREADS, 32)
+
+cmake_bool(x::Bool) = ifelse(x ≡ true, "ON", "OFF")
+
+cmake_jemalloc(::Nothing) = ""
+cmake_jemalloc(x::Bool)   =  "-DUSE_JEMALLOC=" * cmake_bool(x)
+
+cmake_cuda_path(::Nothing) = ""
+cmake_cuda_path(x::String) = "-DUSE_CUDA_PATH=" * x
 
 using BinDeps
 @BinDeps.setup
@@ -167,7 +166,7 @@ if !libmxnet_detected
 # testing
 run(`cmd /c dir "usr\\lib"`)
 return
-  end
+  end  # if Sys.iswindows()
 
   

   # If not found, try to build automatically using BinDeps
@@ -181,7 +180,6 @@ if !libmxnet_detected
 ilp64 = "-DINTERFACE64"
   end
 
-  FORCE_LAPACK = false
   if blas_vendor == :unknown
 @info("Julia is built with an unkown blas library ($blas_path).")
 @info("Attempting build without reusing the blas library")
@@ -191,33 +189,34 @@ if !libmxnet_detected
 @info("Attempting build anyway.")
 USE_JULIA_BLAS = true
   else
-USE_JULIA_BLAS = true
-FORCE_LAPACK = true
+USE_JULIA_BLAS = false
   end
   @info("USE_JULIA_BLAS -> $USE_JULIA_BLAS")
 
-  blas_name = blas_vendor == :openblas64 ? "openblas" : string(blas_vendor)
-  MSHADOW_LDFLAGS = "MSHADOW_LDFLAGS=-lm $blas_path"
+  blas_name = occursin("openblas", string(blas_vendor)) ?  "open" : 
string(blas_vendor)
 
   
#
   # Build libmxnet
   mxnet = library_dependency("mxnet", aliases=["mxnet", "libmxnet", 
"libmxnet.so"])
 
-  _prefix = joinpath(BinDeps.depsdir(mxnet), "usr")
+  _blddir = joinpath(BinDeps.depsdir(mxnet), "build")
   _srcdir = joinpath(BinDeps.depsdir(mxnet), "src")
   _mxdir  = joinpath(_srcdir, "mxnet")
-  _libdir = joinpath(_prefix, "lib")
-  # We have do eagerly delete the installed libmxnet.so
+
+  # We have do eagerly delete the build stuffs.
   # Otherwise we won't rebuild on an update.
-  run(`rm -f $_libdir/libmxnet.$(Libdl.dlext)`)
+  rm(_blddir, recursive=true, force=true)
+
+  @debug "build dir -> $_blddir"
+
   provides(BuildProcess,
 (@build_steps begin
+  CreateDirectory(_blddir)
   CreateDirectory(_srcdir)
-  CreateDirectory(_libdir)
   @build_steps begin
 BinDeps.DirectoryRule(_mxdir, @build_steps begin
   ChangeDirectory(_srcdi

[incubator-mxnet] 01/01: julia: fix `mx.forward` kwargs checking

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commit bb8a6f42b89b090c9b134d5710157606e9b99494
Author: Iblis Lin 
AuthorDate: Wed Sep 11 04:18:45 2019 +

julia: fix `mx.forward` kwargs checking

close https://github.com/dmlc/MXNet.jl/issues/431
---
 julia/src/executor.jl   |  2 +-
 julia/test/unittest/bind.jl | 15 +++
 2 files changed, 16 insertions(+), 1 deletion(-)

diff --git a/julia/src/executor.jl b/julia/src/executor.jl
index e565617..37f2dde 100644
--- a/julia/src/executor.jl
+++ b/julia/src/executor.jl
@@ -176,7 +176,7 @@ end
 
 function forward(self::Executor; is_train::Bool = false, kwargs...)
   for (k,v) in kwargs
-@assert(k ∈ self.arg_dict, "Unknown argument $k")
+@assert(k ∈ keys(self.arg_dict), "Unknown argument $k")
 @assert(isa(v, NDArray), "Keyword argument $k must be an NDArray")
 copy!(self.arg_dict[k], v)
   end
diff --git a/julia/test/unittest/bind.jl b/julia/test/unittest/bind.jl
index 0ae0ab4..a221733 100644
--- a/julia/test/unittest/bind.jl
+++ b/julia/test/unittest/bind.jl
@@ -84,11 +84,26 @@ function test_arithmetic()
   end
 end
 
+function test_forward()
+  # forward with data keyword argument
+  x = @var x
+  y = x .+ 42
+
+  A = 1:5
+  B = A .+ 42
+
+  e = bind(y, args = Dict(:x => NDArray(24:28)))
+  z = forward(e, x = NDArray(A))[1]
+
+  @test copy(z) == collect(B)
+end
+
 

 # Run tests
 

 @testset "Bind Test" begin
   test_arithmetic()
+  test_forward()
 end
 
 end

[incubator-mxnet] branch ib/fix-forward created (now bb8a6f4)

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  at bb8a6f4  julia: fix `mx.forward` kwargs checking

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[incubator-mxnet] 02/02: update julia install doc (#15609)

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commit aa3677d05f8a67a9f90c35f17217cf2763ac29dd
Author: Ksoy 
AuthorDate: Wed Jul 31 09:58:03 2019 +0800

update julia install doc (#15609)
---
 docs/install/index.md | 64 +--
 1 file changed, 62 insertions(+), 2 deletions(-)

diff --git a/docs/install/index.md b/docs/install/index.md
index d2bd24e..82cc573 100644
--- a/docs/install/index.md
+++ b/docs/install/index.md
@@ -108,7 +108,22 @@ Indicate your preferred configuration. Then, follow the 
customized commands to i
 
 
 
+
+
+
+
+
+
+
+  Pkg
+  Build from 
Source
+
+
+
+
+
 
+
 
 
 
@@ -582,8 +597,23 @@ You can use the Maven packages defined in the following 
dependency to include MX
 
 
 
+
+
+```
+]add MXNet#v1.5.0
+```
+
+Install the latest release:
+
+```
+]add MXNet
+```
+
+
+
 Refer to the Julia section of 
the MXNet Ubuntu installation guide.
 
+
  
  
 
@@ -593,7 +623,7 @@ Refer to the Jul
 Refer to the Perl section of the 
MXNet Ubuntu installation guide.
 
  
- 
+ 
 
 
 
@@ -884,8 +914,23 @@ Not available at this time. 
 
 
 
+
+
+```
+]add MXNet#v1.5.0
+```
+
+Install the latest release:
+
+```
+]add MXNet
+```
+
+
+
 Refer to the Julia section of the 
MXNet macOS installation guide.
 
+
  
  
 
@@ -1226,8 +1271,23 @@ MXNet-Java for Windows is not yet available.
 
 
 
+
+
+```
+]add MXNet#v1.5.0
+```
+
+Install the latest release:
+
+```
+]add MXNet
+```
+
+
+
 Refer to the Julia section of 
the MXNet Windows installation guide.
 
+
  
  
 
@@ -1237,7 +1297,7 @@ Refer to the Ju
 Refer to the Perl section of 
the MXNet Windows installation guide.
 
  
- 
+ 
 
 
 

[incubator-mxnet] 01/02: julia: bump window prebult binary version to v1.5.0 (#15608)

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commit a7f52ee2b8a2e301fac347da9a079902b07342f6
Author: Iblis Lin 
AuthorDate: Sat Jul 20 22:17:43 2019 +0800

julia: bump window prebult binary version to v1.5.0 (#15608)

- remove file REQUIRE, it's stale for Pkg3.jl
---
 julia/REQUIRE   |  6 --
 julia/deps/build.jl | 16 ++--
 2 files changed, 10 insertions(+), 12 deletions(-)

diff --git a/julia/REQUIRE b/julia/REQUIRE
deleted file mode 100644
index 8008da3..000
--- a/julia/REQUIRE
+++ /dev/null
@@ -1,6 +0,0 @@
-julia 0.7
-Formatting
-BinDeps
-JSON
-MacroTools
-Reexport
diff --git a/julia/deps/build.jl b/julia/deps/build.jl
index badca65..a87343d 100644
--- a/julia/deps/build.jl
+++ b/julia/deps/build.jl
@@ -24,7 +24,7 @@ using LinearAlgebra
 

 libmxnet_detected = false
 libmxnet_curr_ver = get(ENV, "MXNET_COMMIT", "master")
-curr_win = "20180211"  # v1.1.0
+curr_win = "20190608"  # v1.5.0
 
 if haskey(ENV, "MXNET_HOME")
   MXNET_HOME = ENV["MXNET_HOME"]
@@ -119,21 +119,25 @@ if !libmxnet_detected
 base_url = 
"https://github.com/yajiedesign/mxnet/releases/download/weekly_binary_build_v2/prebuildbase_win10_x64_vc14_v2.7z;
 
 if libmxnet_curr_ver == "master"
+  _cmd = "{
+[System.Net.ServicePointManager]::SecurityProtocol='tls12';
+Invoke-WebRequest -Uri 
'https://api.github.com/repos/yajiedesign/mxnet/releases/latest'
+-OutFile 'mxnet.json'}"
   # download_cmd uses powershell 2, but we need powershell 3 to do this
-  run(`powershell -NoProfile -Command Invoke-WebRequest -Uri 
"https://api.github.com/repos/yajiedesign/mxnet/releases/latest; -OutFile 
"mxnet.json"`)
+  run(`powershell -NoProfile -Command $_cmd`)
   curr_win = JSON.parsefile("mxnet.json")["tag_name"]
   @info("Can't use MXNet master on Windows, using latest binaries from 
$curr_win.")
 end
 # TODO: Get url from JSON.
-name = "mxnet_x64_vc14_$(HAS_CUDA ? "gpu" : "cpu").7z"
+# TODO: detect cuda version and select corresponding url.
+name = "mxnet_x64_$(HAS_CUDA ? "vc141_gpu_cu101" : "vc14_cpu").7z"
 package_url = 
"https://github.com/yajiedesign/mxnet/releases/download/$(curr_win)/$(curr_win)_$(name)"
 
-exe7z = joinpath(JULIA_HOME, "7z.exe")
+exe7z = joinpath(Sys.BINDIR, "7z.exe")
 
 run(download_cmd(package_url, "mxnet.7z"))
 # this command will create the dir "usr\\lib"
-run(`$exe7z x mxnet.7z build lib -y -ousr`)
-run(`cmd /c copy "usr\\build\\*.dll" "usr\\lib"`)
+run(`$exe7z e mxnet.7z *\\build\\* *\\lib\\* -y -ousr\\lib`)
 
 run(download_cmd(base_url, "mxnet_base.7z"))
 run(`$exe7z x mxnet_base.7z -y -ousr`)

[incubator-mxnet] branch ib/backport-jl created (now aa3677d)

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  at aa3677d  update julia install doc (#15609)

This branch includes the following new commits:

 new a7f52ee  julia: bump window prebult binary version to v1.5.0 (#15608)
 new aa3677d  update julia install doc (#15609)

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[incubator-mxnet] branch ib/jl-cmake-build updated (8c73cd9 -> 3ef9cf0)

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from 8c73cd9  submodule update
 add 3ef9cf0  USE_JULIA_BLAS

No new revisions were added by this update.

Summary of changes:
 julia/deps/build.jl | 12 +---
 1 file changed, 1 insertion(+), 11 deletions(-)

[incubator-mxnet] branch ib/jl-cmake-build updated (6f27f0e -> 8c73cd9)

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from 6f27f0e  build with Julia's private libopenblas
 add 8c73cd9  submodule update

No new revisions were added by this update.

Summary of changes:
 julia/deps/build.jl | 1 +
 1 file changed, 1 insertion(+)

[incubator-mxnet] branch ib/jl-cmake-build updated (82a8b6e -> 6f27f0e)

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from 82a8b6e  julia: migrate build process to cmake
 add 6f27f0e  build with Julia's private libopenblas

No new revisions were added by this update.

Summary of changes:
 cmake/Modules/FindOpenBLAS.cmake | 25 ++---
 julia/deps/build.jl  | 10 --
 julia/docs/src/user-guide/install.md |  9 +
 3 files changed, 31 insertions(+), 13 deletions(-)

[incubator-mxnet] branch ib/jl-mxnet-root-env updated (89f6b30 -> 711d120)

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from 89f6b30  Merge branch 'ib/jl-mxnet-root-env' of 
github.com:apache/incubator-mxnet into ib/jl-mxnet-root-env
 add 711d120  Update julia/deps/build.jl

No new revisions were added by this update.

Summary of changes:
 julia/deps/build.jl | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

[incubator-mxnet] branch ib/jl-mxnet-root-env updated (c0ab006 -> 89f6b30)

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from c0ab006  Merge branch 'master' into ib/jl-mxnet-root-env
 add 09cf75b  Add power, exponent, log ops large tensor support (#15794)
 add 5a4c01b  [Opperf] Filter out deprecated ops (#15541)
 add a8b9728  Add disable attr to subgraph property (#15926)
 add 1a6fe60  Refactor for windows CI 'out of heap space' errors (#15922)
 add 8eb0f61  Numpy-compatible stack upstream (#15842)
 add bcbdc1c  Re-enable flaky test_prelu (#15777)
 add 64a0502  declare explicitly the tblob default assign operator and copy 
constructor (#15937)
 add c50bfe2  [OpPerf] Handle positional arguments (#15761)
 add 92d2319  [OpPerf] Take care of 4d param  (#15736)
 add 3b7f888  removing unnecessary int64 C apis that were added to support 
Large Tensors and Vectors (#15944)
 add 3dfb19a  Discard needless test cases in 
`test_convolution_independent_gradients` (#15939)
 add 5656a18  creating ndarray directly using mxnet ndarray primitives to 
reduce memory footprint of tests for topk, sort and argsort (#15900)
 add cd397a3  Benchmark doc fix (#15769)
 add 308e4ac  Adding tests to verify support for Large Tensors in 
additional Ops along with new C_Apis supporting 64bit indexing (#15895)
 add d225074  fix naive engine for multi-threaded inference (#15574)
 add 0b5526b  [Quantization]support exclude operators while quantization 
(#15910)
 add 521e925  [Numpy] Numpy behavior random.uniform() (#15858)
 add bdeb7bc  Softmax optimization for GPU (#15545)
 add 681cfc4  [Dependency Update] [Doc] move the general prerequisite 
software to the top (#15896)
 add 434f185  [MKLDNN]Support fullyconnected and element-wise ops fusion 
(#15950)
 add 9023256  Tvm broadcast backward (#15938)
 add fa16a9e  Disable test coverage for Clang MKLDNN (#15977)
 add fade159  Fix get_rows_per_block (#15979)
 add 73a692e  Fix a memory misalignment in topk operator (#15948)
 add d8c2d85  update support MKLDNN BN conditions (#15870)
 add 717d883  Remove requests_failed_to_import handling
 add 8d0b895  np elemwise unary ops upstream (#15831)
 add 1eb1925  remove Julia cat image for license issue (#15964)
 add cba7c4e  Add fp16 support for topk (#15560)
 add 77a633f  Fix Nightly Maven GPU (#15989)
 add 2e4242e  Add symbol api for randn and fix shape issue for randn 
ndarray and symbol api (#15772)
 add 3b7e484  Decouple dtype from shape for Random multinomial (#15980)
 add c7a8a78  Fix dtype inference in arange_like operator (#15930)
 add 5042d2a  [MKLDNN] Fix out of bound access of req vector (#16000)
 add 7d8c2ec  Disable laop_6 (#15976)
 add d8b6e47  Update CODEOWNERS. (#15972)
 add 9410cc4  add uint8 bn mkldnn implementation (#16003)
 add 72c180c  Correct ONNX documentation (#15914)
 add acc074f  Add AMP Conversion support for BucketingModule (#15528)
 add ab60214  Add Median,p50,p99 to python profiler (#15953)
 add 79ed678  [Numpy] random.randint() implemented (#15956)
 add 0e71fbd  Added tests to verify Large Vector Support for initial set of 
ops  (#15943)
 add 8df9469  Refines NDArray indexing and adds numpy ndarray indexing 
[READY FOR REVIEW] (#15942)
 add b2c0cbc  Windows cmake flags cleanup (#16013)
 add 9b906a5  Improve diagnose.py to display environment variables (#15715)
 add 649429d  Disable flaky test in test_amp_conversion (#16031)
 add 3f7b6ee  Improve quantization flow (#15961)
 add 2d86c70  Port ops from np branch (#16018)
 add 196d1f4  [MXNET-1399] multiclass-mcc metric enhancements (#14874)
 add b7cca01  [MXNET-895] ONNX import/export: TopK (#13627)
 add 61f3dbc  numpy-compatible cumsum upstream (#15924)
 add 5d0d335  Update README.md (#16035)
 add 36455b2  Add RROIAlign (#16017)
 add 35d943e  Updates git_init Jenkins utility function to support checking 
out a particular commit id
 add 1597498  Adds artifact repository scripts
 add 87207c5  Adds CD pipeline framework
 add b73b8d4  Adds static libmxnet release pipeline
 add 0ed97f1  Updates CD pipeline
 add 5fe1516  Adds documentation
 add 1196c15  Updates kvstore functions to use pushd and popd
 add 23a7a58  Throws exceptions instead o magic numbers
 add e539370  Updates artifact repository cli to use --libtype instead of 
--static or --dynamic
 add fff8c82  Clarifies ci_utils and cd_utils origin remark
 add 0570892  Adds clarifying note on why ubuntu 14.04 is being used for 
compilation
 add 2b12c59  Removes MXNET_SHA
 add a8c0fe8  Removes set_release_job_name
 add 5cb26fd  Adds license headers
 add 98cdf30  Updates artifact repository to expect licenses
 add 3027296  Moves ci/cd to cd directory
 add f6d0fc2  Takes

[incubator-mxnet] branch master updated (27a9782 -> 75ee1e9)

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from 27a9782  [Dataset] Add take, filter, sample API to dataset (#16078)
 add 75ee1e9  julia: rename build env var `MXNET_HOME` to `MXNET_ROOT` 
(#15568)

No new revisions were added by this update.

Summary of changes:
 ci/docker/runtime_functions.sh   |  8 
 ci/windows/test_jl07_cpu.ps1 |  2 +-
 ci/windows/test_jl10_cpu.ps1 |  2 +-
 julia/NEWS.md|  7 +++
 julia/deps/build.jl  | 33 +++--
 julia/docs/src/user-guide/install.md | 20 
 julia/src/base.jl| 30 +-
 7 files changed, 77 insertions(+), 25 deletions(-)

[incubator-mxnet] branch ib/jl-mxnet-root-env deleted (was 711d120)

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 was 711d120  Update julia/deps/build.jl

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[incubator-mxnet] branch master updated: update julia install doc (#15609)

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The following commit(s) were added to refs/heads/master by this push:
 new f2ac85a  update julia install doc (#15609)
f2ac85a is described below

commit f2ac85a7efe24278c76184e3651c13091875dfd0
Author: Ksoy 
AuthorDate: Wed Jul 31 09:58:03 2019 +0800

update julia install doc (#15609)
---
 docs/install/index.md | 64 +--
 1 file changed, 62 insertions(+), 2 deletions(-)

diff --git a/docs/install/index.md b/docs/install/index.md
index 4217780..db8dae8 100644
--- a/docs/install/index.md
+++ b/docs/install/index.md
@@ -109,7 +109,22 @@ Indicate your preferred configuration. Then, follow the 
customized commands to i
 
 
 
+
+
+
+
+
+
+
+  Pkg
+  Build from 
Source
+
+
+
+
+
 
+
 
 
 
@@ -583,8 +598,23 @@ You can use the Maven packages defined in the following 
dependency to include MX
 
 
 
+
+
+```
+]add MXNet#v1.5.0
+```
+
+Install the latest release:
+
+```
+]add MXNet
+```
+
+
+
 Refer to the Julia section of 
the MXNet Ubuntu installation guide.
 
+
  
  
 
@@ -594,7 +624,7 @@ Refer to the Jul
 Refer to the Perl section of the 
MXNet Ubuntu installation guide.
 
  
- 
+ 
 
 
 
@@ -885,8 +915,23 @@ Not available at this time. 
 
 
 
+
+
+```
+]add MXNet#v1.5.0
+```
+
+Install the latest release:
+
+```
+]add MXNet
+```
+
+
+
 Refer to the Julia section of the 
MXNet macOS installation guide.
 
+
  
  
 
@@ -1227,8 +1272,23 @@ MXNet-Java for Windows is not yet available.
 
 
 
+
+
+```
+]add MXNet#v1.5.0
+```
+
+Install the latest release:
+
+```
+]add MXNet
+```
+
+
+
 Refer to the Julia section of 
the MXNet Windows installation guide.
 
+
  
  
 
@@ -1238,7 +1298,7 @@ Refer to the Ju
 Refer to the Perl section of 
the MXNet Windows installation guide.
 
  
- 
+ 
 
 
 

[incubator-mxnet] branch ib/jl-mxnet-root-env updated (f1a36fb -> 36076c4)

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from f1a36fb  Revert "runtime_functions: test backward compatibility"
 add 858e171  1.5.0 news (#15137)
 add 0e0c7f3  fix LinearRegressionOutput with empty label (#15620)
 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)
 add 7bc3db8  Bump Scala version to 1.6 (#15660)
 add 6b22aa4  handle fix_gamma in tensorrt subgraph conversion correctly 
(#15645)
 add 08fd98d  update website for 1.5.0 (#15641)
 add 3ececb3  in-place reshape ops (#14053)
 add 33ea2db  [OpPerf] PDF Random ops fix (#15661)
 add 3d366a3  [Opperf] Add  optimizer update operator benchmarks to opperf 
(#15522)
 add d464a47  Fix subgraph with custom_op (#15671)
 add a26af2b  Remove myself from CODEOWNERS (#15617)
 add 8e31dad  [MXNET-978] Add higher order gradient support `tan`, `tanh` 
(#15253)
 add 90f881d  Fix USE_BLAS == openblas check (#15691)
 add 93708eb  Fix url (404 error) (#15683)
 add 0f28f5b  Add -DMXNET_USE_OPENMP to Makefiles so libinfo gets updated 
accordingly (#15498)
 add f0b6d72  update previous flaky naive engine test (#15651)
 add f2ac85a  update julia install doc (#15609)
 add f0c69f5  Add missing default axis value to symbol.squeeze op (#15707)
 add 776d9c4  add deconv in TRT subgraph (#15666)
 add 9d7fc7c  Fix Scala Symbolic API some/Some typo (#15687)
 add 811d516  Add MKLDNN 4c layout to fix gluoncv se_resnext101_64x4d 
(#15692)
 add 42a47b1  Fix _copy_to on MKLDNN backend (#15637)
 add d5fcd98  [DOC] refine autograd docs (#15109)
 add 773f4dc  Fix quantized concat when inputs are mixed int8 and uint8 
(#15693)
 add b3064c5  [MKLDNN]Enhance Quantization APIs and Tutorial (#15448)
 add 90954ec  make TransposeShape infer shape form both sides (#15713)
 add 4b07386  [MXNET-1358] Fit api tutorial (#15353)
 add 8c641b8  remove mshadow submodule
 add 1434b98  import mshadow source tree
 add b07211f  Skip Flaky Test (#15722)
 add cf28b46  Add magic method `abs` to NDArray and Symbol. (#15680)
 add 87425d2  fix boolean_mask for 0-size output (#15731)
 add 24cce9e  prevent TRT_Logger to be destroyed before TRT engine (#14898)
 add 7c26810  fix dropout mask output (#15697)
 add 3255d87  fix broadcast op param (#15714)
 add 3112893  Dynamic Library Loading Support (#15489)
 add 36076c4  Merge branch 'master' into ib/jl-mxnet-root-env

No new revisions were added by this update.

Summary of changes:
 .gitmodules|3 -
 3rdparty/mshadow   |1 -
 3rdparty/mshadow/.gitignore|   21 +
 3rdparty/mshadow/.travis.yml   |   43 +
 3rdparty/mshadow/CHANGES.md|   12 +
 3rdparty/mshadow/CMakeLists.txt|6 +
 3rdparty/mshadow/LICENSE   |   13 +
 3rdparty/mshadow/README.md |   37 +
 3rdparty/mshadow/cmake/Cuda.cmake  |  324 +++
 3rdparty/mshadow/cmake/Utils.cmake |  398 
 3rdparty/mshadow/cmake/mshadow.cmake   |   91 +
 3rdparty/mshadow/cmake/mshadowUtils.cmake  |2 +
 3rdparty/mshadow/doc/Doxyfile  | 2358 
 3rdparty/mshadow/doc/README.md |  321 +++
 3rdparty/mshadow/doc/mkdoc.sh  |4 +
 3rdparty/mshadow/guide/.gitignore  |3 +
 3rdparty/mshadow/guide/Makefile|   37 +
 3rdparty/mshadow/guide/README.md   |  226 ++
 3rdparty/mshadow/guide/basic.cpp   |  161 ++
 3rdparty/mshadow/guide/basic_stream.cu |   35 +
 3rdparty/mshadow/guide/config.mk   |   39 +
 3rdparty/mshadow/guide/defop.cpp   |   49 +
 3rdparty/mshadow/guide/exp-template/.gitignore |1 +
 3rdparty/mshadow/guide/exp-template/Makefile   |   20 +
 3rdparty/mshadow/guide/exp-template/README.md  |  340 +++
 3rdparty/mshadow/guide/exp-template/exp_lazy.cpp   |   45 +
 .../mshadow/guide/exp-template/exp_template.cpp|   72 +
 .../mshadow/guide/exp-template/exp_template_op.cpp |   92 +
 3rdparty/mshadow/guide/mshadow-ps/.gitignore   |4 +
 3rdparty/mshadow/guide/mshadow-ps/2-levels.png |  Bin 0 -> 59413 bytes
 3rdparty/

[incubator-mxnet] branch ib/dump-win-prebult deleted (was 3aba159)

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 was 3aba159  julia: bump window prebult binary version to v1.5.0

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[incubator-mxnet] branch master updated (cc861f0 -> d5df247)

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from cc861f0  Tensor Inspector Tutorial (#15517)
 add d5df247  julia: bump window prebult binary version to v1.5.0 (#15608)

No new revisions were added by this update.

Summary of changes:
 julia/REQUIRE   |  6 --
 julia/deps/build.jl | 16 ++--
 2 files changed, 10 insertions(+), 12 deletions(-)
 delete mode 100644 julia/REQUIRE

[incubator-mxnet] branch ib/bump-jl-ver deleted (was 897682e)

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 was 897682e  julia: bump binding version to v1.6.0

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[incubator-mxnet] branch master updated: julia: bump binding version to v1.6.0 (#15607)

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The following commit(s) were added to refs/heads/master by this push:
 new 399d3a0  julia: bump binding version to v1.6.0 (#15607)
399d3a0 is described below

commit 399d3a0dc64386e106527257721a51c6152aff4e
Author: Iblis Lin 
AuthorDate: Sun Jul 21 13:45:26 2019 +0800

julia: bump binding version to v1.6.0 (#15607)
---
 julia/Project.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/julia/Project.toml b/julia/Project.toml
index 82a94c5..994a696 100644
--- a/julia/Project.toml
+++ b/julia/Project.toml
@@ -1,7 +1,7 @@
 name = "MXNet"
 uuid = "a7949054-b901-59c6-b8e3-7238c29bf7f0"
 authors = ["Chiyuan Zhang ", "Valentin Churavy 
", "Iblis Lin "]
-version = "1.5.0"
+version = "1.6.0"
 
 [deps]
 BinDeps = "9e28174c-4ba2-5203-b857-d8d62c4213ee"

[incubator-mxnet] branch ib/cleanup-travis deleted (was 978bbd9)

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 was 978bbd9  julia: remove Travis CI related files

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[incubator-mxnet] branch ib/jl-mxnet-root-env updated (ea65f51 -> f1a36fb)

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 discard ea65f51  Revert "runtime_functions: test backward compatibility"
 discard 409ce0e  runtime_functions: test backward compatibility
 discard 1575b2e  backward compatibility
 discard 54077c7  update doc
 discard cf7f1a0  update NEWS
 discard 6f179d0  julia: rename build env var `MXNET_HOME` to `MXNET_ROOT`
 add 6bdcef2  Deprecate USE_PROFILER flag (#15595)
 add 076b2f3  Softmax with length (#15169)
 add eab6da6  Fix warnings in CLang: (#15270)
 add da71324  Fix dumps for Constant initializer (#15150)
 add 7e632c9  add myself to interested modules (#15590)
 add d14fa69  Update profiler.md (#15477)
 add cc861f0  Tensor Inspector Tutorial (#15517)
 add d5df247  julia: bump window prebult binary version to v1.5.0 (#15608)
 add 8f5930b  fix normalize mean error bug (#15539)
 add f553b31  julia: remove Travis CI related files (#15616)
 add 5086ff0  changed constructor args (#15601)
 add 2b4c9c0  [fix] print `self` in warning. (#15614)
 add 399d3a0  julia: bump binding version to v1.6.0 (#15607)
 add d599bc3  [MXNET-1411] solve pylint error issue#14851 (#15113)
 add 9d859c8  logging (#15106)
 add 9a1a102  Add omp parallel optimization for _contrib_BilinearReisze2D 
(#15584)
 add 77254f2  Infra to use tvm write op kernels (#15550)
 add 62be441  julia: rename build env var `MXNET_HOME` to `MXNET_ROOT`
 add 0193d19  update NEWS
 add a63727b  update doc
 add a119cec  backward compatibility
 add 347c521  runtime_functions: test backward compatibility
 add f1a36fb  Revert "runtime_functions: test backward compatibility"

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Any revisions marked "omit" are not gone; other references still
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No new revisions were added by this update.

Summary of changes:
 3rdparty/dlpack|   2 +-
 3rdparty/dmlc-core |   2 +-
 3rdparty/tvm   |   2 +-
 CMakeLists.txt |  24 +-
 CODEOWNERS |  18 +-
 Makefile   |  38 ++
 benchmark/opperf/README.md |   2 -
 cmake/BuildTVM.cmake   | 135 +++
 .../_constants.py => contrib/tvmop/__init__.py |   6 +-
 .../tvmop/basic}/__init__.py   |   3 +-
 contrib/tvmop/basic/ufunc.py   |  50 +++
 contrib/tvmop/compile.py   |  59 +++
 contrib/tvmop/opdef.py | 111 ++
 contrib/tvmop/prepare_tvm.sh   |  63 +++
 .../opencv/__init__.py => contrib/tvmop/utils.py   |   7 +-
 docs/faq/add_op_in_backend.md  |   3 +
 docs/faq/develop_and_hack.md   |   1 +
 docs/faq/env_var.md|   2 +-
 docs/faq/perf.md   |   4 +-
 docs/faq/tensor_inspector_tutorial.md  | 168 
 docs/install/osx_setup.md  |   1 -
 docs/tutorials/mkldnn/MKLDNN_README.md |   2 +-
 docs/tutorials/python/profiler.md  |   2 +
 example/named_entity_recognition/src/metrics.py|  13 +-
 example/named_entity_recognition/src/ner.py|   8 +
 example/named_entity_recognition/src/preprocess.py |   7 +
 example/profiler/README.md |   3 +-
 include/mxnet/c_api.h  |   9 +
 include/mxnet/libinfo.h|   7 +
 julia/.travis.yml  |  59 ---
 julia/Project.toml |   2 +-
 julia/REQUIRE  |   6 -
 julia/deps/build.jl|  16 +-
 julia/test/travis/run_coverage.sh  |  18 -
 julia/test/travis/run_test.sh  |  28 --
 julia/test/travis/setup_env.sh |  38 --
 make/config.mk |   3 +
 make/maven/maven_darwin_mkl.mk |   2 -
 make/maven/maven_linux_c

[incubator-mxnet] branch ib/jl-mxnet-root-env updated (99283ca -> be780c5)

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from 99283ca  update doc
 add be780c5  backward compatibility

No new revisions were added by this update.

Summary of changes:
 julia/deps/build.jl  | 10 +-
 julia/docs/src/user-guide/install.md |  4 +++-
 julia/src/base.jl| 25 +++--
 3 files changed, 31 insertions(+), 8 deletions(-)

[incubator-mxnet] branch ib/jl-mxnet-root-env updated (be780c5 -> 409ce0e)

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 discard be780c5  backward compatibility
 discard 99283ca  update doc
 discard 83fa653  update NEWS
 discard aa9d149  julia: rename build env var `MXNET_HOME` to `MXNET_ROOT`
 add 57d097b  Add transpose_conv, sorting and searching operator benchmarks 
to Opperf (#15475)
 add cb0697f  Bypass cuda/cudnn checks if no driver. (#15551)
 add 35b5480  Utility to help developers debug operators: Tensor Inspector 
(#15490)
 add 9983adb  make clojure api generator tests less brittle (#15579)
 add dd14c81  refine Nano setup directions (#15524)
 add c8a1de4  Julia path patch (#15561)
 add f44fdd6  Fix AMP Tutorial failures (#15526)
 add 67bbf5a  [Dependency Update] Bump up the CI Nvidia docker to CUDA 10.1 
(#14986)
 add 45c360c  fixed config.mk and Makefile bugs for installing mkl (#15424)
 add b887c06  PDF operators for each distribution for which we have a 
random sampler (plus also the PDF of the Dirichlet).  Supports probabilities 
and log-probabilities, as well as gradients. (#14617)
 add eec0fb4  Group Normalization (#14959)
 add 6f179d0  julia: rename build env var `MXNET_HOME` to `MXNET_ROOT`
 add cf7f1a0  update NEWS
 add 54077c7  update doc
 add 1575b2e  backward compatibility
 add 409ce0e  runtime_functions: test backward compatibility

This update added new revisions after undoing existing revisions.
That is to say, some revisions that were in the old version of the
branch are not in the new version.  This situation occurs
when a user --force pushes a change and generates a repository
containing something like this:

 * -- * -- B -- O -- O -- O   (be780c5)
\
 N -- N -- N   refs/heads/ib/jl-mxnet-root-env (409ce0e)

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revisions, and so the following emails describe only the N revisions
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Any revisions marked "omit" are not gone; other references still
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No new revisions were added by this update.

Summary of changes:
 Makefile   |   8 +-
 benchmark/opperf/nd_operations/README.md   |   6 -
 .../opperf/nd_operations/nn_conv_operators.py  |  49 +-
 ...operators.py => sorting_searching_operators.py} |  32 +-
 benchmark/opperf/opperf.py |  12 +-
 benchmark/opperf/rules/default_params.py   |   7 +-
 benchmark/opperf/utils/op_registry_utils.py|  26 +-
 ci/docker/Dockerfile.build.centos7_gpu |   2 +-
 ci/docker/Dockerfile.build.ubuntu_base_gpu |   2 +-
 ci/docker/Dockerfile.build.ubuntu_build_cuda   |   2 +-
 ...gpu_cu100 => Dockerfile.build.ubuntu_gpu_cu101} |   4 +-
 ci/docker/Dockerfile.build.ubuntu_nightly_gpu  |   2 +-
 ci/docker/Dockerfile.publish.ubuntu1404_gpu|   2 +-
 ci/docker/install/ubuntu_cudnn.sh  |   4 +
 ci/docker/install/ubuntu_nvidia.sh |   2 +-
 ci/docker/runtime_functions.sh |  10 +-
 ci/jenkins/Jenkins_steps.groovy|  44 +-
 .../clojure-package/test/dev/generator_test.clj|  41 +-
 docs/faq/env_var.md|   4 +-
 docs/install/install-jetson.md |  66 +-
 docs/mxdoc.py  |   2 +
 docs/tutorials/amp/amp_tutorial.md |  18 +-
 include/mxnet/base.h   |  40 +-
 python/mxnet/contrib/amp/lists/symbol.py   |  18 +
 python/mxnet/gluon/nn/basic_layers.py  |  91 ++-
 src/base.cc|  95 +++
 src/common/cuda_utils.cc   | 105 ---
 src/common/tensor_inspector.h  | 815 +
 src/operator/nn/group_norm-inl.h   | 347 +
 src/operator/nn/group_norm.cc  | 131 
 src/operator/nn/{moments.cu => group_norm.cu}  |  16 +-
 src/operator/random/pdf_op.cc  | 319 
 src/operator/random/pdf_op.cu  |  48 ++
 src/operator/random/pdf_op.h   | 622 
 tests/nightly/JenkinsfileForBinaries   |   4 +-
 tests/python/unittest/test_gluon.py|   9 +
 tests/python/unittest/test_operator.py |  91 +++
 tests/python/unittest/test_random.py   | 111 ++-
 tools/setup_gpu_build_tools.sh |   2 +-
 39 files changed, 2951 insertions(+), 258 deletions(-)
 copy benchmark/opperf/nd_operations/{reduction_operators.py => 
sorting_searching_operators.py} (63%)
 copy ci/docker/{Dockerfile.build.ubuntu_gpu_cu100 => 
Dockerfile.build.ubuntu_gpu_c

[incubator-mxnet] branch ib/bump-jl-ver created (now 873f2ad)

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  at 873f2ad  julia: bump binding version to v1.6.0

This branch includes the following new commits:

 new 873f2ad  julia: bump binding version to v1.6.0

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[incubator-mxnet] 01/01: julia: bump binding version to v1.6.0

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commit 873f2ad07268c7de443763b0442ac9d1c19f1275
Author: Iblis Lin 
AuthorDate: Fri Jul 19 15:29:49 2019 +0800

julia: bump binding version to v1.6.0
---
 julia/Project.toml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/julia/Project.toml b/julia/Project.toml
index 82a94c5..994a696 100644
--- a/julia/Project.toml
+++ b/julia/Project.toml
@@ -1,7 +1,7 @@
 name = "MXNet"
 uuid = "a7949054-b901-59c6-b8e3-7238c29bf7f0"
 authors = ["Chiyuan Zhang ", "Valentin Churavy 
", "Iblis Lin "]
-version = "1.5.0"
+version = "1.6.0"
 
 [deps]
 BinDeps = "9e28174c-4ba2-5203-b857-d8d62c4213ee"

[incubator-mxnet] 01/01: julia: bump window prebult binary version to v1.5.0

[iblis]

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commit 15db992484b75339e9643bdd3dc10d0082a84c8c
Author: Iblis Lin 
AuthorDate: Fri Jul 19 15:47:28 2019 +0800

julia: bump window prebult binary version to v1.5.0

- remove file REQUIRE, it's stale for Pkg3.jl
---
 julia/REQUIRE   |  6 --
 julia/deps/build.jl | 16 ++--
 2 files changed, 10 insertions(+), 12 deletions(-)

diff --git a/julia/REQUIRE b/julia/REQUIRE
deleted file mode 100644
index 8008da3..000
--- a/julia/REQUIRE
+++ /dev/null
@@ -1,6 +0,0 @@
-julia 0.7
-Formatting
-BinDeps
-JSON
-MacroTools
-Reexport
diff --git a/julia/deps/build.jl b/julia/deps/build.jl
index badca65..a87343d 100644
--- a/julia/deps/build.jl
+++ b/julia/deps/build.jl
@@ -24,7 +24,7 @@ using LinearAlgebra
 

 libmxnet_detected = false
 libmxnet_curr_ver = get(ENV, "MXNET_COMMIT", "master")
-curr_win = "20180211"  # v1.1.0
+curr_win = "20190608"  # v1.5.0
 
 if haskey(ENV, "MXNET_HOME")
   MXNET_HOME = ENV["MXNET_HOME"]
@@ -119,21 +119,25 @@ if !libmxnet_detected
 base_url = 
"https://github.com/yajiedesign/mxnet/releases/download/weekly_binary_build_v2/prebuildbase_win10_x64_vc14_v2.7z;
 
 if libmxnet_curr_ver == "master"
+  _cmd = "{
+[System.Net.ServicePointManager]::SecurityProtocol='tls12';
+Invoke-WebRequest -Uri 
'https://api.github.com/repos/yajiedesign/mxnet/releases/latest'
+-OutFile 'mxnet.json'}"
   # download_cmd uses powershell 2, but we need powershell 3 to do this
-  run(`powershell -NoProfile -Command Invoke-WebRequest -Uri 
"https://api.github.com/repos/yajiedesign/mxnet/releases/latest; -OutFile 
"mxnet.json"`)
+  run(`powershell -NoProfile -Command $_cmd`)
   curr_win = JSON.parsefile("mxnet.json")["tag_name"]
   @info("Can't use MXNet master on Windows, using latest binaries from 
$curr_win.")
 end
 # TODO: Get url from JSON.
-name = "mxnet_x64_vc14_$(HAS_CUDA ? "gpu" : "cpu").7z"
+# TODO: detect cuda version and select corresponding url.
+name = "mxnet_x64_$(HAS_CUDA ? "vc141_gpu_cu101" : "vc14_cpu").7z"
 package_url = 
"https://github.com/yajiedesign/mxnet/releases/download/$(curr_win)/$(curr_win)_$(name)"
 
-exe7z = joinpath(JULIA_HOME, "7z.exe")
+exe7z = joinpath(Sys.BINDIR, "7z.exe")
 
 run(download_cmd(package_url, "mxnet.7z"))
 # this command will create the dir "usr\\lib"
-run(`$exe7z x mxnet.7z build lib -y -ousr`)
-run(`cmd /c copy "usr\\build\\*.dll" "usr\\lib"`)
+run(`$exe7z e mxnet.7z *\\build\\* *\\lib\\* -y -ousr\\lib`)
 
 run(download_cmd(base_url, "mxnet_base.7z"))
 run(`$exe7z x mxnet_base.7z -y -ousr`)

[incubator-mxnet] branch ib/dump-win-prebult created (now 15db992)

[iblis]

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  at 15db992  julia: bump window prebult binary version to v1.5.0

This branch includes the following new commits:

 new 15db992  julia: bump window prebult binary version to v1.5.0

The 1 revisions listed above as "new" are entirely new to this
repository and will be described in separate emails.  The revisions
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[incubator-mxnet] branch ib/bump-jl-ver updated (873f2ad -> 897682e)

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iblis pushed a change to branch ib/bump-jl-ver
in repository https://gitbox.apache.org/repos/asf/incubator-mxnet.git.


 discard 873f2ad  julia: bump binding version to v1.6.0
 add 6bdcef2  Deprecate USE_PROFILER flag (#15595)
 add 076b2f3  Softmax with length (#15169)
 add eab6da6  Fix warnings in CLang: (#15270)
 add da71324  Fix dumps for Constant initializer (#15150)
 add 7e632c9  add myself to interested modules (#15590)
 add d14fa69  Update profiler.md (#15477)
 add cc861f0  Tensor Inspector Tutorial (#15517)
 add 897682e  julia: bump binding version to v1.6.0

This update added new revisions after undoing existing revisions.
That is to say, some revisions that were in the old version of the
branch are not in the new version.  This situation occurs
when a user --force pushes a change and generates a repository
containing something like this:

 * -- * -- B -- O -- O -- O   (873f2ad)
\
 N -- N -- N   refs/heads/ib/bump-jl-ver (897682e)

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revisions, and so the following emails describe only the N revisions
from the common base, B.

Any revisions marked "omit" are not gone; other references still
refer to them.  Any revisions marked "discard" are gone forever.

No new revisions were added by this update.

Summary of changes:
 CMakeLists.txt |   1 -
 CODEOWNERS |  18 +-
 benchmark/opperf/README.md |   2 -
 docs/faq/add_op_in_backend.md  |   3 +
 docs/faq/develop_and_hack.md   |   1 +
 docs/faq/env_var.md|   2 +-
 docs/faq/perf.md   |   4 +-
 docs/faq/tensor_inspector_tutorial.md  | 168 +
 docs/install/osx_setup.md  |   1 -
 docs/tutorials/mkldnn/MKLDNN_README.md |   2 +-
 docs/tutorials/python/profiler.md  |   2 +
 example/profiler/README.md |   3 +-
 make/maven/maven_darwin_mkl.mk |   2 -
 make/maven/maven_linux_cu90mkl.mk  |   3 -
 make/maven/maven_linux_cu92mkl.mk  |   3 -
 make/maven/maven_linux_mkl.mk  |   3 -
 make/pip/pip_darwin_cpu.mk |   3 -
 make/pip/pip_darwin_mkl.mk |   3 -
 make/pip/pip_linux_cpu.mk  |   3 -
 make/pip/pip_linux_cu100.mk|   3 -
 make/pip/pip_linux_cu100mkl.mk |   3 -
 make/pip/pip_linux_cu101.mk|   3 -
 make/pip/pip_linux_cu101mkl.mk |   3 -
 make/pip/pip_linux_cu75.mk |   3 -
 make/pip/pip_linux_cu75mkl.mk  |   3 -
 make/pip/pip_linux_cu80.mk |   3 -
 make/pip/pip_linux_cu80mkl.mk  |   3 -
 make/pip/pip_linux_cu90.mk |   3 -
 make/pip/pip_linux_cu90mkl.mk  |   3 -
 make/pip/pip_linux_cu91.mk |   3 -
 make/pip/pip_linux_cu91mkl.mk  |   3 -
 make/pip/pip_linux_cu92.mk |   3 -
 make/pip/pip_linux_cu92mkl.mk  |   3 -
 make/pip/pip_linux_mkl.mk  |   3 -
 python/mxnet/initializer.py|   6 +
 src/engine/naive_engine.cc |   6 +-
 src/engine/threaded_engine.h   |   2 +-
 src/kvstore/kvstore_local.h|   4 +-
 src/operator/mxnet_op.h|  51 
 src/operator/nn/softmax-inl.h  | 428 -
 src/operator/nn/softmax.cc |  33 ++-
 src/profiler/profiler.h|   4 +-
 tests/jenkins/run_test.sh  |   1 -
 tests/jenkins/run_test_ubuntu.sh   |   1 -
 tests/python/unittest/test_init.py |  19 +-
 tests/python/unittest/test_operator.py |  39 ++-
 46 files changed, 706 insertions(+), 160 deletions(-)
 create mode 100644 docs/faq/tensor_inspector_tutorial.md

[incubator-mxnet] branch ib/dump-win-prebult updated (15db992 -> 3aba159)

[iblis]

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 discard 15db992  julia: bump window prebult binary version to v1.5.0
 add 6bdcef2  Deprecate USE_PROFILER flag (#15595)
 add 076b2f3  Softmax with length (#15169)
 add eab6da6  Fix warnings in CLang: (#15270)
 add da71324  Fix dumps for Constant initializer (#15150)
 add 7e632c9  add myself to interested modules (#15590)
 add d14fa69  Update profiler.md (#15477)
 add cc861f0  Tensor Inspector Tutorial (#15517)
 add 3aba159  julia: bump window prebult binary version to v1.5.0

This update added new revisions after undoing existing revisions.
That is to say, some revisions that were in the old version of the
branch are not in the new version.  This situation occurs
when a user --force pushes a change and generates a repository
containing something like this:

 * -- * -- B -- O -- O -- O   (15db992)
\
 N -- N -- N   refs/heads/ib/dump-win-prebult (3aba159)

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revisions, and so the following emails describe only the N revisions
from the common base, B.

Any revisions marked "omit" are not gone; other references still
refer to them.  Any revisions marked "discard" are gone forever.

No new revisions were added by this update.

Summary of changes:
 CMakeLists.txt |   1 -
 CODEOWNERS |  18 +-
 benchmark/opperf/README.md |   2 -
 docs/faq/add_op_in_backend.md  |   3 +
 docs/faq/develop_and_hack.md   |   1 +
 docs/faq/env_var.md|   2 +-
 docs/faq/perf.md   |   4 +-
 docs/faq/tensor_inspector_tutorial.md  | 168 +
 docs/install/osx_setup.md  |   1 -
 docs/tutorials/mkldnn/MKLDNN_README.md |   2 +-
 docs/tutorials/python/profiler.md  |   2 +
 example/profiler/README.md |   3 +-
 make/maven/maven_darwin_mkl.mk |   2 -
 make/maven/maven_linux_cu90mkl.mk  |   3 -
 make/maven/maven_linux_cu92mkl.mk  |   3 -
 make/maven/maven_linux_mkl.mk  |   3 -
 make/pip/pip_darwin_cpu.mk |   3 -
 make/pip/pip_darwin_mkl.mk |   3 -
 make/pip/pip_linux_cpu.mk  |   3 -
 make/pip/pip_linux_cu100.mk|   3 -
 make/pip/pip_linux_cu100mkl.mk |   3 -
 make/pip/pip_linux_cu101.mk|   3 -
 make/pip/pip_linux_cu101mkl.mk |   3 -
 make/pip/pip_linux_cu75.mk |   3 -
 make/pip/pip_linux_cu75mkl.mk  |   3 -
 make/pip/pip_linux_cu80.mk |   3 -
 make/pip/pip_linux_cu80mkl.mk  |   3 -
 make/pip/pip_linux_cu90.mk |   3 -
 make/pip/pip_linux_cu90mkl.mk  |   3 -
 make/pip/pip_linux_cu91.mk |   3 -
 make/pip/pip_linux_cu91mkl.mk  |   3 -
 make/pip/pip_linux_cu92.mk |   3 -
 make/pip/pip_linux_cu92mkl.mk  |   3 -
 make/pip/pip_linux_mkl.mk  |   3 -
 python/mxnet/initializer.py|   6 +
 src/engine/naive_engine.cc |   6 +-
 src/engine/threaded_engine.h   |   2 +-
 src/kvstore/kvstore_local.h|   4 +-
 src/operator/mxnet_op.h|  51 
 src/operator/nn/softmax-inl.h  | 428 -
 src/operator/nn/softmax.cc |  33 ++-
 src/profiler/profiler.h|   4 +-
 tests/jenkins/run_test.sh  |   1 -
 tests/jenkins/run_test_ubuntu.sh   |   1 -
 tests/python/unittest/test_init.py |  19 +-
 tests/python/unittest/test_operator.py |  39 ++-
 46 files changed, 706 insertions(+), 160 deletions(-)
 create mode 100644 docs/faq/tensor_inspector_tutorial.md

[incubator-mxnet] 01/01: julia: remove Travis CI related files

[iblis]

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iblis pushed a commit to branch ib/cleanup-travis
in repository https://gitbox.apache.org/repos/asf/incubator-mxnet.git

commit 978bbd939b55bc5690e48adf53628ab90de00b60
Author: Iblis Lin 
AuthorDate: Sat Jul 20 15:07:07 2019 +0800

julia: remove Travis CI related files

We do not use travis since Julia package got merged into main repo.
---
 julia/.travis.yml | 59 ---
 julia/test/travis/run_coverage.sh | 18 
 julia/test/travis/run_test.sh | 28 ---
 julia/test/travis/setup_env.sh| 38 -
 4 files changed, 143 deletions(-)

diff --git a/julia/.travis.yml b/julia/.travis.yml
deleted file mode 100644
index 680df7a..000
--- a/julia/.travis.yml
+++ /dev/null
@@ -1,59 +0,0 @@
-# Documentation: http://docs.travis-ci.com/user/languages/julia/
-sudo: false
-
-language: julia
-
-os:
-  - linux
-  - osx
-osx_image: xcode8
-
-julia:
-  - 0.6
-#  - nightly 0.6 supports depends on #170
-
-branches:
-  only:
-- master
-- stable
-- /^v\d+\.\d+(\.\d+)?(-\S*)?$/  # for tagging
-
-cache:
-  directories:
-- $TRAVIS_BUILD_DIR/deps/src
-
-# dependent apt packages
-addons:
-  apt:
-sources:
-  - ubuntu-toolchain-r-test
-packages:
-  - doxygen
-  - wget
-  - git
-  - libcurl4-openssl-dev
-  - unzip
-  - libatlas-base-dev
-  - libatlas-dev
-  - libopencv-dev
-  - gcc-4.8
-  - g++-4.8
-
-before_install:
-  - export TRAVIS_DIR=test/travis
-  - source ${TRAVIS_DIR}/setup_env.sh
-
-notifications:
-  email: false
-
-script:
-  - ${TRAVIS_DIR}/run_test.sh
-
-after_success:
-  # See https://github.com/dmlc/MXNet.jl/pull/303#issuecomment-341171774
-  - julia -e 'using MXNet; mx._sig_checker()'
-
-  - source ${TRAVIS_DIR}/run_coverage.sh
-  - echo $TRAVIS_JULIA_VERSION
-  - julia -e 'Pkg.add("Documenter")'
-  - julia -e 'cd(Pkg.dir("MXNet")); include(joinpath("docs", "make.jl"))'
diff --git a/julia/test/travis/run_coverage.sh 
b/julia/test/travis/run_coverage.sh
deleted file mode 100644
index ee22b25..000
--- a/julia/test/travis/run_coverage.sh
+++ /dev/null
@@ -1,18 +0,0 @@
-# Licensed to the Apache Software Foundation (ASF) under one
-# or more contributor license agreements.  See the NOTICE file
-# distributed with this work for additional information
-# regarding copyright ownership.  The ASF licenses this file
-# to you under the Apache License, Version 2.0 (the
-# "License"); you may not use this file except in compliance
-# with the License.  You may obtain a copy of the License at
-#
-#   http://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing,
-# software distributed under the License is distributed on an
-# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-# KIND, either express or implied.  See the License for the
-# specific language governing permissions and limitations
-# under the License.
-
-julia -e 'cd(Pkg.dir("MXNet")); Pkg.add("Coverage"); using Coverage; 
Codecov.submit(process_folder())'
diff --git a/julia/test/travis/run_test.sh b/julia/test/travis/run_test.sh
deleted file mode 100755
index 414b145..000
--- a/julia/test/travis/run_test.sh
+++ /dev/null
@@ -1,28 +0,0 @@
-#!/bin/bash
-
-# Licensed to the Apache Software Foundation (ASF) under one
-# or more contributor license agreements.  See the NOTICE file
-# distributed with this work for additional information
-# regarding copyright ownership.  The ASF licenses this file
-# to you under the Apache License, Version 2.0 (the
-# "License"); you may not use this file except in compliance
-# with the License.  You may obtain a copy of the License at
-#
-#   http://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing,
-# software distributed under the License is distributed on an
-# "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-# KIND, either express or implied.  See the License for the
-# specific language governing permissions and limitations
-# under the License.
-
-set -e
-
-if [[ -a .git/shallow ]]; then git fetch --unshallow; fi
-julia -e 'Pkg.clone(pwd())'
-(
-cd `julia -e 'println(Pkg.dir("MXNet", "deps"))'` &&
-ln -fs $TRAVIS_BUILD_DIR/deps/src
-)
-julia -e 'Pkg.build("MXNet"); Pkg.test("MXNet"; coverage=true)'
diff --git a/julia/test/travis/setup_env.sh b/julia/test/travis/setup_env.sh
deleted file mode 100755
index 9d2f734..000
--- a/julia/test/travis/setup_env.sh
+++ /dev/null
@@ -1,38 +0,0 @@
-#!/bin/bash
-
-# Licensed to the Apache Software Foundation (ASF) under one
-# or more contributor license agreements.  See the NOTICE file
-# distributed with this work for additional information
-# regarding copyright owner