Deep Learning for Java (DL4J)

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Deep Learning for Java (DL4J) overview and installation

Données & analyses

Deep Learning for Java
(DL4J)
ujava.org Workshop
2015-07-11
www.idosi.com
CEO 강신동
Shindong KANG
(주)지능도시

www.idosi.com
DL4J (Deeplearning4j, Deep Learning for Java)

www.idosi.com
“Deep Learning” keyword Google Trend Graph

www.idosi.com
ND4J (Scientific Computing for Java)

www.idosi.com
DL4J Installation Summary
Git clone URL
Canova
DeepLearning4j
ND4j
Examples
Import project as existing maven project

www.idosi.comJblas (Linear Algebra for Java) , JNI on BLAS and LAPACK

www.idosi.comBLAS (Basic Linear Algebra Subprograms) , native

www.idosi.comLAPACK (Linear Algebra Package), native FORTRAN

www.idosi.comjblas JNI
jblas Java API
BLAS LAPACK

www.idosi.comJCublas (Java Cuda BLAS) for GPUs

www.idosi.comYann LeCun MNIST (FaceBook AI Director)

www.idosi.comMNIST
28 x 28 pixel
70,000 images
60k train set
10k test set
about 12 MB

www.idosi.comIris
Iris setosa Iris virginicaIris versicolor
Sepal length (꽃받침)
Sepal width
Petal length (꽃잎)
Petal width

www.idosi.com
Import Existing Maven Projects

www.idosi.comImported deeplearning4j-examples project

www.idosi.com
clone Canova from github.com

www.idosi.comImport Maven Projects for Canova

www.idosi.comClone deeplearning4j from github.com

www.idosi.comImport Maven Projects for deeplearning4j

www.idosi.com
CL compiler
java.io.IOException: Could not create .ptx file:
o.n.l.j.k.KernelFunctionLoader - errorMessage:
o.n.l.j.k.KernelFunctionLoader - outputMessage:
nvcc fatal : Cannot find compiler 'cl.exe' in PATH

www.idosi.comFree download Microsoft Visual C++ Compiler CTP

www.idosi.comDL4J All API Doc http://idosi.com/javadoc/DL4J

www.idosi.comJCublas code and Cublas code

www.idosi.comJnpp (for image processing)

www.idosi.com
CNN Iris Example's VM arguments

www.idosi.com
CNN Iris Example CUDA Execution Result

www.idosi.com
Java Visual VM (jvisualvm.exe)

www.idosi.com
JVisualVM for DL4J monitoring

www.idosi.com
CNN Iris Example Memory Usage

Thank you !
(주)지능도시
Intelligent City Ltd.
강신동
Shindong KANG
www.idosi.com
ceo@idosi.com

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