From 1249db085f2d275cf8b492638d3b74fdbc8ccfde Mon Sep 17 00:00:00 2001 From: Alex Black Date: Sat, 7 Apr 2018 08:40:54 +1000 Subject: [PATCH 1/2] Highlights and DL4J known issues --- releasenotes.md | 20 +++++++++++++++----- 1 file changed, 15 insertions(+), 5 deletions(-) diff --git a/releasenotes.md b/releasenotes.md index 552396f29..3467ee8d0 100644 --- a/releasenotes.md +++ b/releasenotes.md @@ -26,11 +26,12 @@ layout: default ## Highlights - 1.0.0-alpha Release -[TO DO] -* SameDiff -* DL4J new layers -* Keras 2.0 import support -* CUDA 9.0 and 9.1 support (+CuDNN) +* ND4J: Added SameDiff - Java automatic differentiation library (alpha release) with Tensorflow import and hundreds of new operations +* ND4J: Added CUDA 9.0 and 9.1 support (with cuDNN), dropped support for CUDA 7.5, continued support for CUDA 8.0 +* ND4J: Native binaries (nd4j-native on Maven Central) now ship with AVX/AVX2/AVX-512 support (Windows/Linux) +* DL4J: Large number of new layers and API improvements +* DL4J: Keras 2.0 import support + ## Deeplearning4J @@ -193,6 +194,12 @@ layout: default - Removed deeplearning4j-ui-remote-iterationlisteners module and obsolete RemoteConvolutionalIterationListener ([Link](https://github.com/deeplearning4j/deeplearning4j/pull/4772)) +### Deeplearning4J: 1.0.0-alpha Known Issues + +- Performance on some networks types may be reduced on CUDA compared to 0.9.1 (with workspaces configured). This will be addressed in the next release +- Some issues have been noted with FP16 support on CUDA ([Link](https://github.com/deeplearning4j/deeplearning4j/issues/4897)) + + ## Deeplearing4J: Keras Import - Keras 2 support, keeping backward compatibility for keras 1 @@ -386,6 +393,9 @@ Alpha release of [SameDiff](https://github.com/deeplearning4j/nd4j/tree/master/n ## ND4S - Scala 2.12 support + + + # Release Notes for Version 0.9.1 **Deeplearning4J** From 037b75e262e38eb61c20f5080f683475c1798ba7 Mon Sep 17 00:00:00 2001 From: Alex Black Date: Sat, 7 Apr 2018 08:42:38 +1000 Subject: [PATCH 2/2] Update releasenotes.md --- releasenotes.md | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/releasenotes.md b/releasenotes.md index 3467ee8d0..11f5a5970 100644 --- a/releasenotes.md +++ b/releasenotes.md @@ -26,7 +26,7 @@ layout: default ## Highlights - 1.0.0-alpha Release -* ND4J: Added SameDiff - Java automatic differentiation library (alpha release) with Tensorflow import and hundreds of new operations +* ND4J: Added SameDiff - Java automatic differentiation library (alpha release) with Tensorflow import (technology preview) and hundreds of new operations * ND4J: Added CUDA 9.0 and 9.1 support (with cuDNN), dropped support for CUDA 7.5, continued support for CUDA 8.0 * ND4J: Native binaries (nd4j-native on Maven Central) now ship with AVX/AVX2/AVX-512 support (Windows/Linux) * DL4J: Large number of new layers and API improvements