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49,717
06.01.2017 10:32:29
28,800
7a30925e6b366caaf5d8bbe0d2457c2e71858485
Implemented uack+/uac+ Closes
[ { "change_type": "MODIFY", "old_path": "src/main/cpp/kernels/SystemML.cu", "new_path": "src/main/cpp/kernels/SystemML.cu", "diff": "@@ -254,8 +254,12 @@ __global__ void reduce(double *g_idata, double *g_odata, unsigned int n)\n/**\n* Does a reduce (sum) over each row of the array.\n+ * This kernel m...
Java
Apache License 2.0
apache/systemds
[SYSTEMML-1039] Implemented uack+/uac+ Closes #331.
49,736
08.01.2017 13:29:58
28,800
13e1bd9301be1083caa8039adf43af4a8bf326c6
Avoid unnecessary sel+ operation in case of fused_maxpooling
[ { "change_type": "MODIFY", "old_path": "src/main/java/org/apache/sysml/hops/UnaryOp.java", "new_path": "src/main/java/org/apache/sysml/hops/UnaryOp.java", "diff": "@@ -140,7 +140,15 @@ public class UnaryOp extends Hop implements MultiThreadedHop\nif( optype == null )\nthrow new HopsException(\"Unkno...
Java
Apache License 2.0
apache/systemds
[SYSTEMML-540] Avoid unnecessary sel+ operation in case of fused_maxpooling
49,772
09.01.2017 14:02:08
28,800
55912a7dab5daa822c7dd5ffb39db2b2d939650f
Clean Up Python Documentation For Next Release Cleanup of Python documentation. Closes
[ { "change_type": "MODIFY", "old_path": "docs/README.md", "new_path": "docs/README.md", "diff": "@@ -27,6 +27,7 @@ Jekyll (and optionally Pygments) can be installed on the Mac OS in the following\n$ brew install ruby\n$ gem install jekyll\n$ gem install jekyll-redirect-from\n+ $ gem install bundler\n...
Java
Apache License 2.0
apache/systemds
[SYSTEMML-1170] Clean Up Python Documentation For Next Release Cleanup of Python documentation. Closes #335.
49,772
09.01.2017 14:13:27
28,800
2fa6141f339f3a24ae2537a90c7b3136c509ef45
Clean Up Python Distribution This cleans up the Python distribution package by removing the `scripts` folder that is included, as it is not used by internal code, will be confusing to users, and will cause confusion during release reviews. Closes
[ { "change_type": "MODIFY", "old_path": "src/main/python/MANIFEST.in", "new_path": "src/main/python/MANIFEST.in", "diff": "include LICENSE\ninclude NOTICE\ninclude DISCLAIMER\n-include systemml/systemml-java/scripts/sparkDML.sh\nrecursive-include systemml/systemml-java *\n-recursive-include systemml/...
Java
Apache License 2.0
apache/systemds
[SYSTEMML-1171] Clean Up Python Distribution This cleans up the Python distribution package by removing the `scripts` folder that is included, as it is not used by internal code, will be confusing to users, and will cause confusion during release reviews. Closes #336.
49,717
09.01.2017 17:06:15
28,800
b0fb707d2b515da89b9c0577a279b5cd2ae3e47a
[HOTFIX] Fixed gpu bias_add function for GPU. Metadata was being set incorrectly Closes
[ { "change_type": "MODIFY", "old_path": "src/main/java/org/apache/sysml/runtime/instructions/gpu/ConvolutionGPUInstruction.java", "new_path": "src/main/java/org/apache/sysml/runtime/instructions/gpu/ConvolutionGPUInstruction.java", "diff": "@@ -146,8 +146,8 @@ public class ConvolutionGPUInstruction e...
Java
Apache License 2.0
apache/systemds
[HOTFIX] Fixed gpu bias_add function for GPU. Metadata was being set incorrectly Closes #338.
49,736
10.01.2017 19:04:58
28,800
7af36f80b7b2726d3411eb308592dcb3ea00ccc3
[HOTFIX] Fixed javadoc errors and added fused CP conv2d + bias_add
[ { "change_type": "MODIFY", "old_path": "src/main/java/org/apache/sysml/hops/ConvolutionOp.java", "new_path": "src/main/java/org/apache/sysml/hops/ConvolutionOp.java", "diff": "@@ -137,14 +137,27 @@ public class ConvolutionOp extends Hop implements MultiThreadedHop\nthrow new HopsException(\"Incorrec...
Java
Apache License 2.0
apache/systemds
[HOTFIX] [SYSTEMML-540] Fixed javadoc errors and added fused CP conv2d + bias_add
49,768
11.01.2017 15:36:42
28,800
a83ae1f7fbe9551da674450eedce08aaf7d19d07
[maven-release-plugin] prepare release v0.12.0-incubating-rc1
[ { "change_type": "MODIFY", "old_path": "pom.xml", "new_path": "pom.xml", "diff": "<version>18</version>\n</parent>\n<groupId>org.apache.systemml</groupId>\n- <version>0.12.0-incubating-SNAPSHOT</version>\n+ <version>0.12.0-incubating</version>\n<artifactId>systemml</artifactId>\n<packaging>jar</pack...
Java
Apache License 2.0
apache/systemds
[maven-release-plugin] prepare release v0.12.0-incubating-rc1
49,736
12.01.2017 16:14:40
28,800
c197f20cc5cce945db70daecff45a8ce19d1bda3
Reduced the number of transpose from batchsize to number of cores in conv2d_backward_filter
[ { "change_type": "MODIFY", "old_path": "src/main/java/org/apache/sysml/runtime/matrix/data/LibMatrixDNN.java", "new_path": "src/main/java/org/apache/sysml/runtime/matrix/data/LibMatrixDNN.java", "diff": "@@ -296,7 +296,7 @@ public class LibMatrixDNN {\nloopedConvBwdFilterIm2ColTime.addAndGet(t2-t1);...
Java
Apache License 2.0
apache/systemds
[SYSTEMML-540] Reduced the number of transpose from batchsize to number of cores in conv2d_backward_filter
49,766
13.01.2017 13:07:18
28,800
03ae3afcb8a79c0d6b3d487d815b4f1ce039dd3a
[MINOR] Add .tgz to the list of files to sign
[ { "change_type": "MODIFY", "old_path": "dev/release/release-build.sh", "new_path": "dev/release/release-build.sh", "diff": "@@ -256,9 +256,9 @@ if [[ \"$RELEASE_PREPARE\" == \"true\" ]]; then\ncd svn-release-staging/$RELEASE_VERSION-$RELEASE_RC/\nrm -f *.asc\n- for i in *.jar *.zip *.gz; do gpg --ou...
Java
Apache License 2.0
apache/systemds
[MINOR] Add .tgz to the list of files to sign
49,766
13.01.2017 13:13:26
28,800
c528b769c0235186c44c96affeb1dfa54de94aba
[MINOR] Generate sha signature during release process
[ { "change_type": "MODIFY", "old_path": "dev/release/release-build.sh", "new_path": "dev/release/release-build.sh", "diff": "@@ -259,6 +259,8 @@ if [[ \"$RELEASE_PREPARE\" == \"true\" ]]; then\nfor i in *.jar *.zip *.gz *.tgz; do gpg --output $i.asc --detach-sig --armor $i; done\nrm -f *.md5\nfor i i...
Java
Apache License 2.0
apache/systemds
[MINOR] Generate sha signature during release process
49,728
18.01.2017 10:48:50
28,800
31d2cda55a5dd48b279d2e8f187339822c3a4647
Adding Python3-style Division of Scalar By Matrix This adds the right-hand side Python3-style division to the `matrix` class by overriding `__rtruediv__`. I.e. `3 / X` will now work. Closes
[ { "change_type": "MODIFY", "old_path": "src/main/python/systemml/defmatrix.py", "new_path": "src/main/python/systemml/defmatrix.py", "diff": "@@ -915,6 +915,12 @@ class matrix(object):\ndef __rdiv__(self, other):\nreturn binary_op(other, self, ' / ')\n+ def __rtruediv__(self, other):\n+ \"\"\"\n+ Pe...
Java
Apache License 2.0
apache/systemds
[SYSTEMML-1186] Adding Python3-style Division of Scalar By Matrix This adds the right-hand side Python3-style division to the `matrix` class by overriding `__rtruediv__`. I.e. `3 / X` will now work. Closes #348.
49,736
19.01.2017 12:07:22
28,800
42ebc9620e62fc7458c2d7177439e61569b89b9e
[SYSTEMML-515] Allow an expression for sparsity This PR also improves the performance of dropout. Closes
[ { "change_type": "MODIFY", "old_path": "scripts/staging/SystemML-NN/nn/layers/dropout.dml", "new_path": "scripts/staging/SystemML-NN/nn/layers/dropout.dml", "diff": "@@ -42,10 +42,16 @@ forward = function(matrix[double] X, double p, int seed)\n* - out: Ouptuts, of same shape as X.\n* - mask: Dropout...
Java
Apache License 2.0
apache/systemds
[SYSTEMML-540] [SYSTEMML-515] Allow an expression for sparsity - This PR also improves the performance of dropout. Closes #351.
49,738
22.01.2017 00:14:46
-3,600
998b0b1a5f511f5306a849e092a9cef6d9de4e1e
Performance tsmm right (cache blocking over K for L2)
[ { "change_type": "MODIFY", "old_path": "src/main/java/org/apache/sysml/runtime/matrix/data/LibMatrixMult.java", "new_path": "src/main/java/org/apache/sysml/runtime/matrix/data/LibMatrixMult.java", "diff": "@@ -426,8 +426,10 @@ public class LibMatrixMult\nint blklen = (int)(Math.ceil((double)ret.rlen...
Java
Apache License 2.0
apache/systemds
[SYSTEMML-1166] Performance tsmm right (cache blocking over K for L2)
49,736
22.01.2017 19:12:13
28,800
a23396df60f485c8a6627afbf4e322145922707b
Updated the documentation for removeEmpty with select and bugfix for relu_backward Also, added a multi-input cbind external function.
[ { "change_type": "MODIFY", "old_path": "src/main/java/org/apache/sysml/hops/BinaryOp.java", "new_path": "src/main/java/org/apache/sysml/hops/BinaryOp.java", "diff": "@@ -603,7 +603,8 @@ public class BinaryOp extends Hop\n&& potentialZero instanceof LiteralOp && ((LiteralOp) potentialZero).getDoubleV...
Java
Apache License 2.0
apache/systemds
[SYSTEMML-1187] Updated the documentation for removeEmpty with select and bugfix for relu_backward Also, added a multi-input cbind external function.
49,740
18.01.2017 02:48:53
28,800
b4a4dee762141a9c81353b47841debb3f3ccdd41
[MINOR] prompt for PGP passphrase if not exported Closes
[ { "change_type": "MODIFY", "old_path": "dev/release/release-build.sh", "new_path": "dev/release/release-build.sh", "diff": "@@ -141,12 +141,12 @@ while [ \"${1+defined}\" ]; do\ndone\n-for env in GPG_PASSPHRASE; do\n- if [ -z \"${!env}\" ]; then\n- echo \"ERROR: $env must be set to run this script\"...
Java
Apache License 2.0
apache/systemds
[MINOR] prompt for PGP passphrase if not exported Closes #350
49,736
24.01.2017 17:02:38
28,800
115d906399a9bf9dea22e674bf17952c23c297ae
Cleanup Scala UDF invocation Closes
[ { "change_type": "MODIFY", "old_path": "docs/spark-mlcontext-programming-guide.md", "new_path": "docs/spark-mlcontext-programming-guide.md", "diff": "@@ -1636,45 +1636,6 @@ scala> for (i <- 1 to 5) {\n</div>\n-## Passing Scala UDF to SystemML\n-\n-SystemML allows the users to pass a Scala UDF (with ...
Java
Apache License 2.0
apache/systemds
[SYSTEMML-1190] Cleanup Scala UDF invocation Closes #357.
49,738
25.01.2017 16:18:22
-3,600
61b36582002e44ddc2c6555e1c393eabb942cc24
Fix bufferpool robustness (flag visibility) Our bufferpool serializes matrices and frames outside a synchronized region in order to keep the serial fraction as small as possible. Since one thread blocks until another thread updates a certain flag, we now ensure - via volatile - that these updates are always visible.
[ { "change_type": "MODIFY", "old_path": "src/main/java/org/apache/sysml/runtime/controlprogram/caching/ByteBuffer.java", "new_path": "src/main/java/org/apache/sysml/runtime/controlprogram/caching/ByteBuffer.java", "diff": "@@ -36,10 +36,10 @@ import org.apache.sysml.runtime.util.LocalFileUtils;\n*/\n...
Java
Apache License 2.0
apache/systemds
[SYSTEMML-1196] Fix bufferpool robustness (flag visibility) Our bufferpool serializes matrices and frames outside a synchronized region in order to keep the serial fraction as small as possible. Since one thread blocks until another thread updates a certain flag, we now ensure - via volatile - that these updates are always visible.
49,773
26.01.2017 01:09:56
28,800
14ddd3e90785b2d372e21968dc208c7aee6f5455
Eliminate collision of regularization and tolerance parameters Closes
[ { "change_type": "MODIFY", "old_path": "src/main/scala/org/apache/sysml/api/ml/BaseSystemMLClassifier.scala", "new_path": "src/main/scala/org/apache/sysml/api/ml/BaseSystemMLClassifier.scala", "diff": "@@ -60,7 +60,7 @@ trait HasTol extends Params {\nfinal def getTol: Double = $(tol)\n}\ntrait HasRe...
Java
Apache License 2.0
apache/systemds
[SYSTEMML-1197] Eliminate collision of regularization and tolerance parameters Closes #359.
49,736
01.02.2017 14:48:33
28,800
6fad65d1d5ae4f1e65bdf99a68faf8396f280331
[MINOR] Added external builtin functions for performing cumsumprod and rowclassmeet
[ { "change_type": "ADD", "old_path": null, "new_path": "src/main/java/org/apache/sysml/udf/lib/CumSumProd.java", "diff": "+/*\n+ * Licensed to the Apache Software Foundation (ASF) under one\n+ * or more contributor license agreements. See the NOTICE file\n+ * distributed with this work for additional...
Java
Apache License 2.0
apache/systemds
[MINOR] Added external builtin functions for performing cumsumprod and rowclassmeet
49,762
02.02.2017 16:08:08
28,800
e2cb2328b09ae97bc94f309873a692d87f3598d4
Change sqlContext to spark in MLContext docs The variable sqlContext is not available by default in the spark shell anymore, instead spark should be used to create DataFrames. Where methods expect an instance of SqlContext, arguments are replaced with spark.sqlContext. Closes
[ { "change_type": "MODIFY", "old_path": "docs/spark-mlcontext-programming-guide.md", "new_path": "docs/spark-mlcontext-programming-guide.md", "diff": "@@ -141,7 +141,7 @@ val numRows = 10000\nval numCols = 1000\nval data = sc.parallelize(0 to numRows-1).map { _ => Row.fromSeq(Seq.fill(numCols)(Random...
Java
Apache License 2.0
apache/systemds
[SYSTEMML-1181] Change sqlContext to spark in MLContext docs The variable sqlContext is not available by default in the spark shell anymore, instead spark should be used to create DataFrames. Where methods expect an instance of SqlContext, arguments are replaced with spark.sqlContext. Closes #371.
49,772
06.02.2017 14:48:12
28,800
a11374b890052dd9041eebaabac7dfff3f7d37c7
Minor updates to the breast cancer project.
[ { "change_type": "MODIFY", "old_path": "projects/breast_cancer/Preprocessing.ipynb", "new_path": "projects/breast_cancer/Preprocessing.ipynb", "diff": "},\n\"outputs\": [],\n\"source\": [\n- \"def create_tile_generator(slide, tile_size=1024, overlap=0):\\n\",\n+ \"def create_tile_generator(slide, ti...
Java
Apache License 2.0
apache/systemds
[SYSTEMML-1185] Minor updates to the breast cancer project.
49,738
08.02.2017 16:36:53
-3,600
f8d707788b106108dadcb9f7796cfd3c591bb294
Fix javadoc issues of compressed linear algebra v2
[ { "change_type": "MODIFY", "old_path": "src/main/java/org/apache/sysml/runtime/compress/BitmapEncoder.java", "new_path": "src/main/java/org/apache/sysml/runtime/compress/BitmapEncoder.java", "diff": "@@ -94,9 +94,9 @@ public class BitmapEncoder\n* <b>NOTE: This method must be kept in sync with {@lin...
Java
Apache License 2.0
apache/systemds
[SYSTEMML-449] Fix javadoc issues of compressed linear algebra v2
49,738
09.02.2017 04:56:07
-3,600
d3cfcafcf38ab2b11f47621c475da44614e4f582
Fix size propagation right indexing (all rows/columns) This patch fixes specific issues of inferring the size of X[1:n,1:m], where n=nrow(Y) and m=ncol(Z). Until now, we always used n=nrow(X) and m=ncol(X) even if Y!=X or Z!=X.
[ { "change_type": "MODIFY", "old_path": "src/main/java/org/apache/sysml/hops/IndexingOp.java", "new_path": "src/main/java/org/apache/sysml/hops/IndexingOp.java", "diff": "@@ -402,7 +402,6 @@ public class IndexingOp extends Hop\n@Override\npublic void refreshSizeInformation()\n{\n- Hop input1 = getInp...
Java
Apache License 2.0
apache/systemds
[SYSTEMML-1167] Fix size propagation right indexing (all rows/columns) This patch fixes specific issues of inferring the size of X[1:n,1:m], where n=nrow(Y) and m=ncol(Z). Until now, we always used n=nrow(X) and m=ncol(X) even if Y!=X or Z!=X.
49,736
09.02.2017 15:33:01
28,800
0f2085498c89882e09c379f0fc6c3c2c179fab58
Update the documentation for Python users
[ { "change_type": "MODIFY", "old_path": "docs/beginners-guide-python.md", "new_path": "docs/beginners-guide-python.md", "diff": "@@ -71,8 +71,23 @@ brew install apache-spark16\n### Install SystemML\n-We are working towards uploading the python package on PyPi. Until then, please use following\n-comma...
Java
Apache License 2.0
apache/systemds
[SYSTEMML-855] Update the documentation for Python users
49,738
09.02.2017 20:32:47
-3,600
827cdba935adebef02eed710f0e66d5b22d0cba8
Fix aggregate loop vectorization rewrite, incl tests
[ { "change_type": "MODIFY", "old_path": "src/main/java/org/apache/sysml/hops/rewrite/RewriteForLoopVectorization.java", "new_path": "src/main/java/org/apache/sysml/hops/rewrite/RewriteForLoopVectorization.java", "diff": "@@ -179,11 +179,14 @@ public class RewriteForLoopVectorization extends Statement...
Java
Apache License 2.0
apache/systemds
[SYSTEMML-1150] Fix aggregate loop vectorization rewrite, incl tests
49,738
10.02.2017 05:50:52
-3,600
d0b23d607998e0bebd3d9d051faf748dd5530ce8
Fix missing nnz maintenance conv2d ops, incl cleanups This patch extends all conv2d operations by (so far unoptimized) nnz maintenance in order to prevent side effects with update-in-place and other operations that incrementally maintain the number of non-zeros.
[ { "change_type": "MODIFY", "old_path": "src/main/java/org/apache/sysml/runtime/controlprogram/ProgramBlock.java", "new_path": "src/main/java/org/apache/sysml/runtime/controlprogram/ProgramBlock.java", "diff": "@@ -401,9 +401,9 @@ public class ProgramBlock\nif( nnz1 != nnz2 )\nthrow new DMLRuntimeExc...
Java
Apache License 2.0
apache/systemds
[SYSTEMML-1078] Fix missing nnz maintenance conv2d ops, incl cleanups This patch extends all conv2d operations by (so far unoptimized) nnz maintenance in order to prevent side effects with update-in-place and other operations that incrementally maintain the number of non-zeros.
49,738
10.02.2017 06:58:34
-3,600
de1e119de0b2fc2a6c6a2c57bf64c4172a26890d
Performance conv2d_bias_add (cache-conscious transpose)
[ { "change_type": "MODIFY", "old_path": "src/main/java/org/apache/sysml/runtime/matrix/data/LibMatrixDNN.java", "new_path": "src/main/java/org/apache/sysml/runtime/matrix/data/LibMatrixDNN.java", "diff": "@@ -233,39 +233,39 @@ public class LibMatrixDNN {\n}\n/**\n- * Performs the operation: ret += t(...
Java
Apache License 2.0
apache/systemds
[SYSTEMML-1140] Performance conv2d_bias_add (cache-conscious transpose)
49,736
10.02.2017 13:43:43
28,800
10b7b8669bee522af49448db6bd37ae2ced24846
[MINOR] Bugfix in Spark pmapmm operator
[ { "change_type": "MODIFY", "old_path": "src/main/java/org/apache/sysml/runtime/instructions/spark/PMapmmSPInstruction.java", "new_path": "src/main/java/org/apache/sysml/runtime/instructions/spark/PMapmmSPInstruction.java", "diff": "@@ -97,9 +97,13 @@ public class PMapmmSPInstruction extends BinarySP...
Java
Apache License 2.0
apache/systemds
[MINOR] Bugfix in Spark pmapmm operator
49,738
11.02.2017 00:51:00
-3,600
c87da2ce8ffe4ab6a03fce4cd548703147f12fca
Fix robustness csv text read (quoted recoded maps)
[ { "change_type": "MODIFY", "old_path": "src/main/java/org/apache/sysml/runtime/io/IOUtilFunctions.java", "new_path": "src/main/java/org/apache/sysml/runtime/io/IOUtilFunctions.java", "diff": "@@ -117,13 +117,12 @@ public class IOUtilFunctions\n/**\n* Splits a string by a specified delimiter into all...
Java
Apache License 2.0
apache/systemds
[SYSTEMML-1244] Fix robustness csv text read (quoted recoded maps)
49,738
11.02.2017 03:23:04
-3,600
8c49730d3a2eaebcaea2ff162eeb5e5dcc9839c9
Fix size update wdivmm/wsigmoid/wumm on rewrite
[ { "change_type": "MODIFY", "old_path": "src/main/java/org/apache/sysml/hops/rewrite/RewriteAlgebraicSimplificationDynamic.java", "new_path": "src/main/java/org/apache/sysml/hops/rewrite/RewriteAlgebraicSimplificationDynamic.java", "diff": "@@ -1570,6 +1570,7 @@ public class RewriteAlgebraicSimplific...
Java
Apache License 2.0
apache/systemds
[SYSTEMML-1243] Fix size update wdivmm/wsigmoid/wumm on rewrite
49,738
11.02.2017 04:45:05
-3,600
0ae01230d617cf5ae322d00f44b5fb520b3ee850
Fix loop rewrite update-in-place (exclude local vars)
[ { "change_type": "MODIFY", "old_path": "src/main/java/org/apache/sysml/hops/rewrite/RewriteMarkLoopVariablesUpdateInPlace.java", "new_path": "src/main/java/org/apache/sysml/hops/rewrite/RewriteMarkLoopVariablesUpdateInPlace.java", "diff": "@@ -63,9 +63,12 @@ public class RewriteMarkLoopVariablesUpda...
Java
Apache License 2.0
apache/systemds
[SYSTEMML-1248] Fix loop rewrite update-in-place (exclude local vars)
49,738
12.02.2017 01:14:16
-3,600
696d10b5ae05704918c4fca76ef6d3fb635ec228
[MINOR] Cleanups (missing imports, unnecessary tags, fix max blocks)
[ { "change_type": "MODIFY", "old_path": "src/main/java/org/apache/sysml/runtime/controlprogram/context/SparkExecutionContext.java", "new_path": "src/main/java/org/apache/sysml/runtime/controlprogram/context/SparkExecutionContext.java", "diff": "@@ -1292,7 +1292,7 @@ public class SparkExecutionContext...
Java
Apache License 2.0
apache/systemds
[MINOR] Cleanups (missing imports, unnecessary tags, fix max blocks)
49,738
12.02.2017 07:44:03
-3,600
d3e617b0c9f65cc1b80e884e8df6c7d3668332b0
Selective wdivmm rewrite (dense factors), stratstats
[ { "change_type": "MODIFY", "old_path": "src/main/java/org/apache/sysml/hops/rewrite/HopRewriteUtils.java", "new_path": "src/main/java/org/apache/sysml/hops/rewrite/HopRewriteUtils.java", "diff": "@@ -60,6 +60,7 @@ import org.apache.sysml.runtime.instructions.cp.DoubleObject;\nimport org.apache.sysml...
Java
Apache License 2.0
apache/systemds
[SYSTEMML-1253] Selective wdivmm rewrite (dense factors), stratstats
49,738
12.02.2017 08:29:36
-3,600
b3ba991604cf79c5e3e2c0992fe2439ae47ce023
New sum-product rewrites (agg pushdown), stratstats In the spirit of our SPOOF compiler framework and the existing sum(X%*%Y) rewrite, this patch adds the following two sum-product rewrites (where the first applies multiple times in stratstats): * colSums(X %*% Y) -> colsSums(X) %*% Y * rowSums(X %*% Y) -> X %*% rowSums(Y)
[ { "change_type": "MODIFY", "old_path": "src/main/java/org/apache/sysml/hops/rewrite/RewriteAlgebraicSimplificationDynamic.java", "new_path": "src/main/java/org/apache/sysml/hops/rewrite/RewriteAlgebraicSimplificationDynamic.java", "diff": "@@ -2547,11 +2547,12 @@ public class RewriteAlgebraicSimplif...
Java
Apache License 2.0
apache/systemds
[SYSTEMML-1254] New sum-product rewrites (agg pushdown), stratstats In the spirit of our SPOOF compiler framework and the existing sum(X%*%Y) rewrite, this patch adds the following two sum-product rewrites (where the first applies multiple times in stratstats): * colSums(X %*% Y) -> colsSums(X) %*% Y * rowSums(X %*% Y) -> X %*% rowSums(Y)
49,738
12.02.2017 20:15:00
-3,600
1000750464d470a7b56db71d896c6ca25e11e0bd
[HOTFIX] Fix csv frame readers (robust size computation), tests
[ { "change_type": "MODIFY", "old_path": "src/main/java/org/apache/sysml/runtime/io/IOUtilFunctions.java", "new_path": "src/main/java/org/apache/sysml/runtime/io/IOUtilFunctions.java", "diff": "@@ -388,15 +388,17 @@ public class IOUtilFunctions\ninformat.getRecordReader(splits[i], job, Reporter.NULL);...
Java
Apache License 2.0
apache/systemds
[HOTFIX] Fix csv frame readers (robust size computation), tests
49,738
14.02.2017 15:19:02
28,800
d58c7875081f49f8cb74a5bb94a083adad83a1bb
Fix gnmf mlcontext test (missing spark context close)
[ { "change_type": "MODIFY", "old_path": "src/test/java/org/apache/sysml/test/integration/functions/mlcontext/GNMFTest.java", "new_path": "src/test/java/org/apache/sysml/test/integration/functions/mlcontext/GNMFTest.java", "diff": "@@ -57,6 +57,8 @@ import org.apache.sysml.runtime.matrix.data.MatrixVa...
Java
Apache License 2.0
apache/systemds
[SYSTEMML-1235] Fix gnmf mlcontext test (missing spark context close)
49,738
14.02.2017 17:11:59
28,800
0e6411dada77870ae29049288b1789313a35a9f6
New rewrite 'pushdown CSE transpose-scalar', incl tests This new rewrite allows to pushdown a transpose below a matrix-scalar binary operation (except quantile and centralMoment) in order to reuse an existing transpose common subexpression.
[ { "change_type": "MODIFY", "old_path": "src/main/java/org/apache/sysml/hops/rewrite/HopRewriteUtils.java", "new_path": "src/main/java/org/apache/sysml/hops/rewrite/HopRewriteUtils.java", "diff": "@@ -711,17 +711,28 @@ public class HopRewriteUtils\nreturn ret;\n}\n- public static boolean isTransposeO...
Java
Apache License 2.0
apache/systemds
[SYSTEMML-1254] New rewrite 'pushdown CSE transpose-scalar', incl tests This new rewrite allows to pushdown a transpose below a matrix-scalar binary operation (except quantile and centralMoment) in order to reuse an existing transpose common subexpression.
49,738
14.02.2017 19:26:27
28,800
12d79c5481838fbf31d2ec3a86c3b9c4c5af1265
Fix robustness quantile/iqm check for integer weights
[ { "change_type": "MODIFY", "old_path": "src/main/java/org/apache/sysml/runtime/matrix/data/MatrixBlock.java", "new_path": "src/main/java/org/apache/sysml/runtime/matrix/data/MatrixBlock.java", "diff": "@@ -4843,11 +4843,18 @@ public class MatrixBlock extends MatrixValue implements CacheBlock, Extern...
Java
Apache License 2.0
apache/systemds
[SYSTEMML-1265] Fix robustness quantile/iqm check for integer weights
49,738
14.02.2017 21:56:14
28,800
732e6da4f924a99ba5fbddf656436fc1bd62668f
Replace accumulators with new accumulatorV2 framework This patch globally replaces all uses of deprecated accumulators with the new accumulatorV2 framework. For custom accumulators, this entailed a reimplementation. Furthermore, we now avoid expensive double-long casting and use named accumulators for easier debugging in the webui.
[ { "change_type": "MODIFY", "old_path": "src/main/java/org/apache/sysml/runtime/controlprogram/parfor/RemoteDPParForSpark.java", "new_path": "src/main/java/org/apache/sysml/runtime/controlprogram/parfor/RemoteDPParForSpark.java", "diff": "@@ -23,9 +23,9 @@ import java.util.List;\nimport org.apache.co...
Java
Apache License 2.0
apache/systemds
[SYSTEMML-1268] Replace accumulators with new accumulatorV2 framework This patch globally replaces all uses of deprecated accumulators with the new accumulatorV2 framework. For custom accumulators, this entailed a reimplementation. Furthermore, we now avoid expensive double-long casting and use named accumulators for easier debugging in the webui.
49,738
16.02.2017 12:12:57
28,800
73afc2c19fe34caf08ec2c63bdbfb0b42aab881f
Improved nnz maintenance on spark rdd write We now consistently piggyback any nnz maintenance on write operations in order to avoid unnecessary RDD computation. Furthermore, this change also removes the utils primitive to compute the nnz in isolation in order to prevent reintroducing such inefficiencies.
[ { "change_type": "MODIFY", "old_path": "src/main/java/org/apache/sysml/runtime/controlprogram/context/SparkExecutionContext.java", "new_path": "src/main/java/org/apache/sysml/runtime/controlprogram/context/SparkExecutionContext.java", "diff": "@@ -35,6 +35,7 @@ import org.apache.spark.api.java.JavaS...
Java
Apache License 2.0
apache/systemds
[SYSTEMML-1274] Improved nnz maintenance on spark rdd write We now consistently piggyback any nnz maintenance on write operations in order to avoid unnecessary RDD computation. Furthermore, this change also removes the utils primitive to compute the nnz in isolation in order to prevent reintroducing such inefficiencies.
49,738
16.02.2017 12:13:10
28,800
066a8213ebe6a67aee69dbe6e7e039f3efc21e67
Fix hops construction relational expressions w/o target
[ { "change_type": "MODIFY", "old_path": "src/main/java/org/apache/sysml/parser/DMLTranslator.java", "new_path": "src/main/java/org/apache/sysml/parser/DMLTranslator.java", "diff": "@@ -1795,8 +1795,9 @@ public class DMLTranslator\ntarget = createTarget(source);\nif(left.getDataType() == DataType.MATR...
Java
Apache License 2.0
apache/systemds
[SYSTEMML-1257] Fix hops construction relational expressions w/o target
49,736
16.02.2017 14:26:42
28,800
bbc77e71eb9b5aa464f0130380bc30d3f42107b6
[MINOR] Code refactoring MatrixIndexingSPInstruction to enable parallel improvements in both indexing as well as prefetching
[ { "change_type": "MODIFY", "old_path": "src/main/java/org/apache/sysml/runtime/instructions/spark/MatrixIndexingSPInstruction.java", "new_path": "src/main/java/org/apache/sysml/runtime/instructions/spark/MatrixIndexingSPInstruction.java", "diff": "@@ -85,33 +85,43 @@ public class MatrixIndexingSPIns...
Java
Apache License 2.0
apache/systemds
[MINOR] Code refactoring MatrixIndexingSPInstruction to enable parallel improvements in both indexing as well as prefetching
49,762
16.02.2017 16:13:14
28,800
77ffd02ee1991e1090782e0c5f03f579d6f40128
Decrease numCols to prevent spark codegen issue Closes
[ { "change_type": "MODIFY", "old_path": "docs/spark-mlcontext-programming-guide.md", "new_path": "docs/spark-mlcontext-programming-guide.md", "diff": "@@ -124,7 +124,7 @@ None\n## DataFrame Example\n-For demonstration purposes, we'll use Spark to create a `DataFrame` called `df` of random `double`s f...
Java
Apache License 2.0
apache/systemds
[SYSTEMML-1279] Decrease numCols to prevent spark codegen issue Closes #395.
49,736
16.02.2017 21:41:07
28,800
7e2383bfa51fc51cfe637680f94758eb1ae193cf
[MINOR] Addressed corner cases (i.e. empty blocks and extremely large blocks) as well added recomputing nnz in the converters
[ { "change_type": "MODIFY", "old_path": "src/main/java/org/apache/sysml/runtime/instructions/spark/utils/RDDConverterUtilsExt.java", "new_path": "src/main/java/org/apache/sysml/runtime/instructions/spark/utils/RDDConverterUtilsExt.java", "diff": "@@ -154,8 +154,10 @@ public class RDDConverterUtilsExt...
Java
Apache License 2.0
apache/systemds
[MINOR] Addressed corner cases (i.e. empty blocks and extremely large blocks) as well added recomputing nnz in the converters
49,736
17.02.2017 14:54:23
28,800
9d0087cbbd250c9b486923555b450602f816cf19
Updated the default parameters of mllearn to match that of scikit learn. Also updated the test to compare our algorithm to scikit-learn. Closes
[ { "change_type": "MODIFY", "old_path": "docs/algorithms-regression.md", "new_path": "docs/algorithms-regression.md", "diff": "@@ -83,8 +83,8 @@ efficient when the number of features $m$ is relatively small\n<div data-lang=\"Python\" markdown=\"1\">\n{% highlight python %}\nfrom systemml.mllearn impo...
Java
Apache License 2.0
apache/systemds
[SYSTEMML-1238] Updated the default parameters of mllearn to match that of scikit learn. - Also updated the test to compare our algorithm to scikit-learn. Closes #398.
49,738
19.02.2017 23:40:53
28,800
e1cad8a8b76d2600f6771928df2af25aadfcbcf9
Fix frame left indexing w/ heterogeneous column schemas
[ { "change_type": "MODIFY", "old_path": "src/main/java/org/apache/sysml/runtime/matrix/data/FrameBlock.java", "new_path": "src/main/java/org/apache/sysml/runtime/matrix/data/FrameBlock.java", "diff": "@@ -756,8 +756,17 @@ public class FrameBlock implements Writable, CacheBlock, Externalizable\n//copy...
Java
Apache License 2.0
apache/systemds
[SYSTEMML-1337] Fix frame left indexing w/ heterogeneous column schemas
49,768
20.02.2017 03:01:34
28,800
cba7d2f7b3595d2c6d6c2248fedfed157107965f
Create RC builds from branch
[ { "change_type": "MODIFY", "old_path": "dev/release/release-build.sh", "new_path": "dev/release/release-build.sh", "diff": "@@ -48,7 +48,7 @@ OPTIONS\n--developmentVersion - Release identifier used for next development cyce\n--releaseRc - Release RC identifier used when publishing, default 'rc1'\n--...
Java
Apache License 2.0
apache/systemds
[SYSTEMML-1191] Create RC builds from branch
49,768
20.02.2017 12:08:38
28,800
07f26ca4ebf9471789c4535053c679f55a2291dc
[maven-release-plugin] prepare release v0.13.0-incubating-rc1
[ { "change_type": "MODIFY", "old_path": "pom.xml", "new_path": "pom.xml", "diff": "<version>18</version>\n</parent>\n<groupId>org.apache.systemml</groupId>\n- <version>0.13.0-incubating-SNAPSHOT</version>\n+ <version>0.13.0-incubating</version>\n<artifactId>systemml</artifactId>\n<packaging>jar</pack...
Java
Apache License 2.0
apache/systemds
[maven-release-plugin] prepare release v0.13.0-incubating-rc1
49,767
20.02.2017 16:22:24
28,800
8eed1ec94b8070710d532358906a050cd4f727fc
Autoencoder script for acoustic signal modeling Closes
[ { "change_type": "ADD", "old_path": null, "new_path": "scripts/staging/autoencoder-2layer.dml", "diff": "+#-------------------------------------------------------------\n+#\n+# Licensed to the Apache Software Foundation (ASF) under one\n+# or more contributor license agreements. See the NOTICE file\...
Java
Apache License 2.0
apache/systemds
[SYSTEMML-1339] Autoencoder script for acoustic signal modeling Closes #384.
49,717
21.02.2017 14:56:58
28,800
e1f713aaedb472842f448dabd7063978373836c8
Updated document to correspond to the currently released artifacts Closes
[ { "change_type": "MODIFY", "old_path": "docs/release-process.md", "new_path": "docs/release-process.md", "diff": "@@ -102,86 +102,64 @@ The build artifacts should be downloaded from [https://dist.apache.org/repos/dis\nthis OS X example.\n# download artifacts\n- wget -r -nH -nd -np -R index.html* htt...
Java
Apache License 2.0
apache/systemds
Updated document to correspond to the currently released artifacts Closes #403
49,772
23.02.2017 14:52:51
28,800
0daae6cf05961d693e1797c21333904b24d45e2f
Updating Preprocessing Notebook Updates to the Preprocessing notebook for Spark 2.x and general cleanup.
[ { "change_type": "MODIFY", "old_path": "projects/breast_cancer/Preprocessing.ipynb", "new_path": "projects/breast_cancer/Preprocessing.ipynb", "diff": "\"cells\": [\n{\n\"cell_type\": \"markdown\",\n- \"metadata\": {},\n+ \"metadata\": {\n+ \"deletable\": true,\n+ \"editable\": true\n+ },\n\"source\...
Java
Apache License 2.0
apache/systemds
[SYSTEMML-1185] Updating Preprocessing Notebook Updates to the Preprocessing notebook for Spark 2.x and general cleanup.
49,772
24.02.2017 17:42:56
28,800
b6a46500df3eb764b79f887d085c8c6578f8c3fd
Updating Preprocessing Notebook Updating the Preprocessing notebook with randomized train/val split on the original slide numbers.
[ { "change_type": "MODIFY", "old_path": "projects/breast_cancer/Preprocessing.ipynb", "new_path": "projects/breast_cancer/Preprocessing.ipynb", "diff": "\"from openslide.deepzoom import DeepZoomGenerator\\n\",\n\"import pandas as pd\\n\",\n\"from pyspark.ml.linalg import Vectors\\n\",\n+ \"import pys...
Java
Apache License 2.0
apache/systemds
[SYSTEMML-1185] Updating Preprocessing Notebook Updating the Preprocessing notebook with randomized train/val split on the original slide numbers.
49,738
24.02.2017 17:50:16
28,800
e82de90b21df44a3194a86ce0e087dc710cd34af
Fix parfor spark/mr handling of custom compiler configs This patch fixes an issue that has been introduced with and affects, in the context of parfor spark/mr execute jobs, all configurations that are taken over from the dml config into our compiler config (i.e., optimization level and blocksize).
[ { "change_type": "MODIFY", "old_path": "src/main/java/org/apache/sysml/runtime/controlprogram/parfor/ProgramConverter.java", "new_path": "src/main/java/org/apache/sysml/runtime/controlprogram/parfor/ProgramConverter.java", "diff": "@@ -31,9 +31,11 @@ import org.apache.commons.logging.LogFactory;\nim...
Java
Apache License 2.0
apache/systemds
[SYSTEMML-1126] Fix parfor spark/mr handling of custom compiler configs This patch fixes an issue that has been introduced with SYSTEMML-584 and affects, in the context of parfor spark/mr execute jobs, all configurations that are taken over from the dml config into our compiler config (i.e., optimization level and blocksize).
49,738
24.02.2017 19:03:56
28,800
b028e6cee12d8cc9bb4e1728fffc852cef7282c1
Avoid unnecessary RDD export on parfor spark dpesp
[ { "change_type": "MODIFY", "old_path": "src/main/java/org/apache/sysml/runtime/controlprogram/ParForProgramBlock.java", "new_path": "src/main/java/org/apache/sysml/runtime/controlprogram/ParForProgramBlock.java", "diff": "@@ -23,6 +23,7 @@ import java.io.BufferedWriter;\nimport java.io.IOException;\...
Java
Apache License 2.0
apache/systemds
[SYSTEMML-1350] Avoid unnecessary RDD export on parfor spark dpesp
49,738
24.02.2017 22:00:33
28,800
b78c125934fa7a947a5118f0c08473afa926fa5d
Fix parfor spark working dir delete on shutdown
[ { "change_type": "MODIFY", "old_path": "src/main/java/org/apache/sysml/runtime/controlprogram/parfor/RemoteDPParForSparkWorker.java", "new_path": "src/main/java/org/apache/sysml/runtime/controlprogram/parfor/RemoteDPParForSparkWorker.java", "diff": "@@ -32,6 +32,7 @@ import org.apache.sysml.runtime....
Java
Apache License 2.0
apache/systemds
[SYSTEMML-1309] Fix parfor spark working dir delete on shutdown
49,738
26.02.2017 19:01:36
28,800
982ecb1a4be69685a8e124eccfa3a12331f998b0
Code generator runtime integration
[ { "change_type": "MODIFY", "old_path": "src/main/java/org/apache/sysml/runtime/instructions/CPInstructionParser.java", "new_path": "src/main/java/org/apache/sysml/runtime/instructions/CPInstructionParser.java", "diff": "@@ -61,6 +61,7 @@ import org.apache.sysml.runtime.instructions.cp.QuantileSortCP...
Java
Apache License 2.0
apache/systemds
[SYSTEMML-1287] Code generator runtime integration
49,738
01.03.2017 17:35:08
28,800
6aab005ab5fa0a430e08e68936ab5b146df8b7ea
Fix minor memory leaks for tests (caches, resources) This patch fixes various minor memory leaks (such as cleanup of static caches on exit instead of init, proper closing of file resources, and removed redundancy) in order to reduce memory pressure on testsuite runs within a single jvm process.
[ { "change_type": "MODIFY", "old_path": "src/main/java/org/apache/sysml/api/DMLScript.java", "new_path": "src/main/java/org/apache/sysml/api/DMLScript.java", "diff": "@@ -682,12 +682,12 @@ public class DMLScript\n}\nfinally //ensure cleanup/shutdown\n{\n- if(DMLScript.USE_ACCELERATOR && ec != null) {...
Java
Apache License 2.0
apache/systemds
[SYSTEMML-1358] Fix minor memory leaks for tests (caches, resources) This patch fixes various minor memory leaks (such as cleanup of static caches on exit instead of init, proper closing of file resources, and removed redundancy) in order to reduce memory pressure on testsuite runs within a single jvm process.
49,738
01.03.2017 22:01:41
28,800
9b69f36a9aad831b8e78c7e45be3d7c80386ec01
Extended code generator for existing cellwise fused ops This patch adds the existing cell-wise fused unary operators selp, sprop, sigmoid, log_nz, as well as ternary operators +* and -* in order to prevent these operators from breaking fusion boundaries.
[ { "change_type": "MODIFY", "old_path": "src/main/java/org/apache/sysml/hops/codegen/cplan/CNodeBinary.java", "new_path": "src/main/java/org/apache/sysml/hops/codegen/cplan/CNodeBinary.java", "diff": "@@ -37,7 +37,7 @@ public class CNodeBinary extends CNode\npublic static boolean contains(String valu...
Java
Apache License 2.0
apache/systemds
[SYSTEMML-1361] Extended code generator for existing cellwise fused ops This patch adds the existing cell-wise fused unary operators selp, sprop, sigmoid, log_nz, as well as ternary operators +* and -* in order to prevent these operators from breaking fusion boundaries.
49,717
03.03.2017 18:11:45
28,800
3757995b50aef019b0ce22d9ae93eae42aed02b4
Upgraded to use jcuda8 (from the maven repo) Closes
[ { "change_type": "MODIFY", "old_path": "docs/devdocs/gpu-backend.md", "new_path": "docs/devdocs/gpu-backend.md", "diff": "@@ -19,52 +19,43 @@ limitations under the License.\n# Initial prototype for GPU backend\n-A GPU backend implements two important abstract classes:\n+The GPU backend implements tw...
Java
Apache License 2.0
apache/systemds
Upgraded to use jcuda8 (from the maven repo) Closes #291
49,738
03.03.2017 19:04:11
28,800
6946ff047f3f67f1b252261980473fd51b456280
Fix minor memory leaks for tests (cla, test utils)
[ { "change_type": "MODIFY", "old_path": "src/main/java/org/apache/sysml/runtime/compress/estim/CompressedSizeEstimatorSample.java", "new_path": "src/main/java/org/apache/sysml/runtime/compress/estim/CompressedSizeEstimatorSample.java", "diff": "@@ -45,20 +45,12 @@ public class CompressedSizeEstimator...
Java
Apache License 2.0
apache/systemds
[SYSTEMML-1358] Fix minor memory leaks for tests (cla, test utils)
49,717
06.03.2017 14:22:22
28,800
c7eebddb17820398ac5e8ee740c6944d893ec95a
toString now prints NaN & Infinity like how as.scalar prints them Closes
[ { "change_type": "MODIFY", "old_path": "src/main/java/org/apache/sysml/runtime/util/DataConverter.java", "new_path": "src/main/java/org/apache/sysml/runtime/util/DataConverter.java", "diff": "@@ -780,6 +780,22 @@ public class DataConverter\n}\n}\n+ /**\n+ * Convenience method to print NaN & Infinity...
Java
Apache License 2.0
apache/systemds
toString now prints NaN & Infinity like how as.scalar prints them Closes #415
49,738
07.03.2017 11:31:53
28,800
6f4d8762d97699b6a9c7ba479f284f0e029b5ee4
[MINOR] Fix issues w/ gpu instructions (imports, unused vars/suppress)
[ { "change_type": "MODIFY", "old_path": "src/main/java/org/apache/sysml/api/DMLScript.java", "new_path": "src/main/java/org/apache/sysml/api/DMLScript.java", "diff": "@@ -78,7 +78,6 @@ import org.apache.sysml.runtime.controlprogram.parfor.ProgramConverter;\nimport org.apache.sysml.runtime.controlprog...
Java
Apache License 2.0
apache/systemds
[MINOR] Fix issues w/ gpu instructions (imports, unused vars/suppress)
49,717
07.03.2017 13:41:03
28,800
6b1572e4bba31619c5bed19fd0c106d2e759f159
added gpu option to MLContext API Additionally, Changed initialization of CUDA libraries from static to per instance Added documentation to mlcontext programming guide Closes
[ { "change_type": "MODIFY", "old_path": "docs/spark-mlcontext-programming-guide.md", "new_path": "docs/spark-mlcontext-programming-guide.md", "diff": "@@ -1086,6 +1086,96 @@ mean: Double = 0.5002109404821844\n</div>\n+## GPU\n+\n+If the driver node has a GPU, SystemML may be able to utilize it, subje...
Java
Apache License 2.0
apache/systemds
[SYSTEMML-942] added gpu option to MLContext API Additionally, - Changed initialization of CUDA libraries from static to per instance - Added documentation to mlcontext programming guide Closes #420
49,736
07.03.2017 22:58:46
28,800
eef34599e4539c158a250f70ef059f75854eb867
[HOTFIX] Bugfix in setGPU method of MLContext
[ { "change_type": "MODIFY", "old_path": "src/main/java/org/apache/sysml/api/mlcontext/MLContext.java", "new_path": "src/main/java/org/apache/sysml/api/mlcontext/MLContext.java", "diff": "@@ -424,7 +424,7 @@ public class MLContext {\n* true if needs to be enabled, false otherwise\n*/\npublic void setG...
Java
Apache License 2.0
apache/systemds
[HOTFIX] Bugfix in setGPU method of MLContext
49,736
08.03.2017 13:16:41
28,800
8c1e89e51006302b6f5fc7d115eb482aa0f212de
[HOTFIX] Show total time in statistics for MLContext
[ { "change_type": "MODIFY", "old_path": "src/main/java/org/apache/sysml/api/mlcontext/ScriptExecutor.java", "new_path": "src/main/java/org/apache/sysml/api/mlcontext/ScriptExecutor.java", "diff": "@@ -276,6 +276,9 @@ public class ScriptExecutor {\npublic MLResults execute(Script script) {\n// main st...
Java
Apache License 2.0
apache/systemds
[HOTFIX] Show total time in statistics for MLContext
49,738
08.03.2017 23:06:31
28,800
0a61fe084094c32493d7fd5a013fed8ecd461acc
Native dataset support in parfor spark dp-execute, tests See for details.
[ { "change_type": "MODIFY", "old_path": "src/main/java/org/apache/sysml/api/mlcontext/MLContextConversionUtil.java", "new_path": "src/main/java/org/apache/sysml/api/mlcontext/MLContextConversionUtil.java", "diff": "@@ -49,6 +49,7 @@ import org.apache.sysml.runtime.controlprogram.caching.CacheExceptio...
Java
Apache License 2.0
apache/systemds
[SYSTEMML-1378] Native dataset support in parfor spark dp-execute, tests See https://issues.apache.org/jira/browse/SYSTEMML-1378 for details.
49,738
09.03.2017 17:25:51
28,800
442b9a5b4aaca57f0d459da267551c885a35e6e1
Fix worst-case size propagation convolution hop
[ { "change_type": "MODIFY", "old_path": "src/main/java/org/apache/sysml/hops/ConvolutionOp.java", "new_path": "src/main/java/org/apache/sysml/hops/ConvolutionOp.java", "diff": "@@ -244,15 +244,14 @@ public class ConvolutionOp extends Hop implements MultiThreadedHop\nprotected long[] inferOutputCharac...
Java
Apache License 2.0
apache/systemds
[SYSTEMML-1381] Fix worst-case size propagation convolution hop
49,738
09.03.2017 17:45:56
28,800
feb1cb72dfc742ff7f181f1025d217d9efdf51b5
[MINOR] Cleanups of mlcontext testsuite and gpu javadoc warnings
[ { "change_type": "MODIFY", "old_path": "src/main/java/org/apache/sysml/runtime/instructions/gpu/context/GPUObject.java", "new_path": "src/main/java/org/apache/sysml/runtime/instructions/gpu/context/GPUObject.java", "diff": "@@ -58,7 +58,7 @@ public abstract class GPUObject\n/**\n* Signal intent that...
Java
Apache License 2.0
apache/systemds
[MINOR] Cleanups of mlcontext testsuite and gpu javadoc warnings
49,738
09.03.2017 17:58:44
28,800
b945543d933c37ad92adc04ccbfa51410434e777
Fix execution context creation w/ forced singlenode
[ { "change_type": "MODIFY", "old_path": "src/main/java/org/apache/sysml/runtime/controlprogram/context/ExecutionContextFactory.java", "new_path": "src/main/java/org/apache/sysml/runtime/controlprogram/context/ExecutionContextFactory.java", "diff": "package org.apache.sysml.runtime.controlprogram.cont...
Java
Apache License 2.0
apache/systemds
[SYSTEMML-1386] Fix execution context creation w/ forced singlenode
49,738
09.03.2017 18:51:21
28,800
600e641b2c5e39fca1e7cde197f1f1e26ce112b6
Fix load imbalance parfor spark w/ factoring
[ { "change_type": "MODIFY", "old_path": "src/main/java/org/apache/sysml/runtime/controlprogram/parfor/RemoteParForSpark.java", "new_path": "src/main/java/org/apache/sysml/runtime/controlprogram/parfor/RemoteParForSpark.java", "diff": "@@ -71,8 +71,8 @@ public class RemoteParForSpark\n//run remote_spa...
Java
Apache License 2.0
apache/systemds
[SYSTEMML-1388] Fix load imbalance parfor spark w/ factoring
49,738
09.03.2017 18:56:40
28,800
e3a75d1412c1b3d159e05cc877dd6e90fbdf5153
Fix parfor constrained optimizer (fused dpe selection)
[ { "change_type": "MODIFY", "old_path": "src/main/java/org/apache/sysml/runtime/controlprogram/parfor/opt/OptimizerRuleBased.java", "new_path": "src/main/java/org/apache/sysml/runtime/controlprogram/parfor/opt/OptimizerRuleBased.java", "diff": "@@ -1499,8 +1499,8 @@ public class OptimizerRuleBased ex...
Java
Apache License 2.0
apache/systemds
[SYSTEMML-1387] Fix parfor constrained optimizer (fused dpe selection)
49,772
09.03.2017 22:33:13
28,800
be9941097ef88eae0bb221142fd76ae2231ac954
Updating Preprocessing Notebook Adding more aggressive filtering by utilizing optical density values and effectively skipping the 1024x1024 tiles by generating tiles of the same size as the final "samples".
[ { "change_type": "MODIFY", "old_path": "projects/breast_cancer/Preprocessing.ipynb", "new_path": "projects/breast_cancer/Preprocessing.ipynb", "diff": "},\n\"outputs\": [],\n\"source\": [\n+ \"def optical_density(tile):\\n\",\n+ \" \\\"\\\"\\\"\\n\",\n+ \" Convert a tile to optical density values.\\...
Java
Apache License 2.0
apache/systemds
[SYSTEMML-1185] Updating Preprocessing Notebook Adding more aggressive filtering by utilizing optical density values and effectively skipping the 1024x1024 tiles by generating tiles of the same size as the final "samples".
49,772
09.03.2017 22:34:16
28,800
88ad73939cc19278979c93b55ce394557535f788
Updating MachineLearning Notebook Updating the image sizes back to the full 256x256x3 shape.
[ { "change_type": "MODIFY", "old_path": "projects/breast_cancer/MachineLearning.ipynb", "new_path": "projects/breast_cancer/MachineLearning.ipynb", "diff": "\"cells\": [\n{\n\"cell_type\": \"markdown\",\n- \"metadata\": {},\n+ \"metadata\": {\n+ \"deletable\": true,\n+ \"editable\": true\n+ },\n\"sou...
Java
Apache License 2.0
apache/systemds
[SYSTEMML-1185] Updating MachineLearning Notebook Updating the image sizes back to the full 256x256x3 shape.
49,738
10.03.2017 01:05:13
28,800
9fd834ed235dea221a6b255e9fabf35b506491f8
Avoid unnecessary caching of parfor spark dpe inputs
[ { "change_type": "MODIFY", "old_path": "src/main/java/org/apache/sysml/runtime/controlprogram/context/SparkExecutionContext.java", "new_path": "src/main/java/org/apache/sysml/runtime/controlprogram/context/SparkExecutionContext.java", "diff": "@@ -1244,7 +1244,7 @@ public class SparkExecutionContext...
Java
Apache License 2.0
apache/systemds
[SYSTEMML-1390] Avoid unnecessary caching of parfor spark dpe inputs
49,738
10.03.2017 17:27:05
28,800
2b34f21bf839e6a243b6bea8a07df66e9f7eb354
Fix redundant write of results in parfor spark dpe
[ { "change_type": "MODIFY", "old_path": "src/main/java/org/apache/sysml/runtime/controlprogram/parfor/RemoteDPParForSparkWorker.java", "new_path": "src/main/java/org/apache/sysml/runtime/controlprogram/parfor/RemoteDPParForSparkWorker.java", "diff": "@@ -129,13 +129,12 @@ public class RemoteDPParForS...
Java
Apache License 2.0
apache/systemds
[SYSTEMML-1392] Fix redundant write of results in parfor spark dpe
49,736
10.03.2017 21:06:24
28,800
c1c7d3341b89d68e80f26c328a63611e53410520
Added DML scripts to crop rgb and grayscale images as well as added a utility function to print scikit-learn like classification report
[ { "change_type": "ADD", "old_path": null, "new_path": "scripts/utils/image_utils.dml", "diff": "+#-------------------------------------------------------------\n+#\n+# Licensed to the Apache Software Foundation (ASF) under one\n+# or more contributor license agreements. See the NOTICE file\n+# distr...
Java
Apache License 2.0
apache/systemds
[SYSTEMML-1394] Added DML scripts to crop rgb and grayscale images as well as added a utility function to print scikit-learn like classification report
49,736
10.03.2017 21:16:26
28,800
c335cd403e6961460ba21234d4dbcb79ae22925f
[SYSTEMML-1340][SYSTEMML-1341] Implemented conv2d_bias_add and relu_maxpooling instruction for GPU Closes
[ { "change_type": "MODIFY", "old_path": "src/main/java/org/apache/sysml/hops/ConvolutionOp.java", "new_path": "src/main/java/org/apache/sysml/hops/ConvolutionOp.java", "diff": "@@ -179,11 +179,11 @@ public class ConvolutionOp extends Hop implements MultiThreadedHop\nArrayList<Hop> inputs1 = inputs;\n...
Java
Apache License 2.0
apache/systemds
[SYSTEMML-1340][SYSTEMML-1341] Implemented conv2d_bias_add and relu_maxpooling instruction for GPU Closes #425.
49,736
11.03.2017 11:36:08
28,800
f9b53b96fd7aea5f04de811d8c4a20017a329042
[HOTFIX] Enable center cropping in image_utils
[ { "change_type": "MODIFY", "old_path": "scripts/utils/image_utils.dml", "new_path": "scripts/utils/image_utils.dml", "diff": "* Assumption: Hout < Hin, Wout < Win and input contains values [0, ..]\n*/\ncrop_rgb = function(matrix[double] input, int Hin, int Win, int Hout, int Wout) return (matrix[dou...
Java
Apache License 2.0
apache/systemds
[HOTFIX] Enable center cropping in image_utils
49,738
11.03.2017 19:42:53
28,800
28fe4fe8ff28cb093ed345cd22e6280db6654888
Fix cluster analysis (avoid yarn calls in spark modes)
[ { "change_type": "MODIFY", "old_path": "src/main/java/org/apache/sysml/hops/OptimizerUtils.java", "new_path": "src/main/java/org/apache/sysml/hops/OptimizerUtils.java", "diff": "@@ -487,6 +487,9 @@ public class OptimizerUtils\n*/\npublic static int getNumReducers( boolean configOnly )\n{\n+ if( isSp...
Java
Apache License 2.0
apache/systemds
[SYSTEMML-1276] Fix cluster analysis (avoid yarn calls in spark modes)
49,738
11.03.2017 23:08:48
28,800
bcf96e1ccc32948fa2420bd5d9649d15a8d4d521
Robustness of parfor spark partitioning w/ unknown nnz
[ { "change_type": "MODIFY", "old_path": "src/main/java/org/apache/sysml/runtime/controlprogram/ParForProgramBlock.java", "new_path": "src/main/java/org/apache/sysml/runtime/controlprogram/ParForProgramBlock.java", "diff": "@@ -1070,9 +1070,11 @@ public class ParForProgramBlock extends ForProgramBlock...
Java
Apache License 2.0
apache/systemds
[SYSTEMML-1395] Robustness of parfor spark partitioning w/ unknown nnz
49,717
13.03.2017 14:21:49
25,200
95f300d9d18801f585e579227c4123c475eb5c9c
[HOTFIX] added missing license,removed missing exception in javadoc
[ { "change_type": "MODIFY", "old_path": "src/main/java/org/apache/sysml/runtime/instructions/gpu/context/JCudaObject.java", "new_path": "src/main/java/org/apache/sysml/runtime/instructions/gpu/context/JCudaObject.java", "diff": "@@ -1209,7 +1209,6 @@ public class JCudaObject extends GPUObject {\n* do...
Java
Apache License 2.0
apache/systemds
[HOTFIX] added missing license,removed missing exception in javadoc
49,736
13.03.2017 13:53:45
28,800
4344ad0c6dc36ec1e8ab5015832b3e5c1281e361
[MINOR] Added common errors and troubleshooting tricks Closes
[ { "change_type": "MODIFY", "old_path": "docs/troubleshooting-guide.md", "new_path": "docs/troubleshooting-guide.md", "diff": "@@ -94,3 +94,45 @@ Note: The default `SystemML-config.xml` is located in `<path to SystemML root>/c\nhadoop jar SystemML.jar [-? | -help | -f <filename>] (-config=<config_fil...
Java
Apache License 2.0
apache/systemds
[MINOR] Added common errors and troubleshooting tricks Closes #428.
49,738
15.03.2017 10:57:14
25,200
143e61430cd24a39aa41818b8017fe95dd953020
Scalable statistics counters and atomic id sequence
[ { "change_type": "MODIFY", "old_path": "src/main/java/org/apache/sysml/api/DMLScript.java", "new_path": "src/main/java/org/apache/sysml/api/DMLScript.java", "diff": "@@ -760,7 +760,7 @@ public class DMLScript\nCacheableData.initCaching();\n//reset statistics (required if multiple scripts executed in...
Java
Apache License 2.0
apache/systemds
[SYSTEMML-1402] Scalable statistics counters and atomic id sequence
49,738
15.03.2017 15:19:48
25,200
0490fec93105e1ec4494e8aecd47878036dcb275
Fix reset number of compiled mr/spark inst (w/ offset)
[ { "change_type": "MODIFY", "old_path": "src/main/java/org/apache/sysml/utils/Statistics.java", "new_path": "src/main/java/org/apache/sysml/utils/Statistics.java", "diff": "@@ -175,7 +175,9 @@ public class Statistics\npublic static void resetNoOfCompiledJobs( int count ) {\n//reset both mr/sp for mul...
Java
Apache License 2.0
apache/systemds
[SYSTEMML-1402] Fix reset number of compiled mr/spark inst (w/ offset)
49,717
13.03.2017 15:40:08
25,200
5baac2d62f64026ff82b9d674b909bc4b80800b0
[HOTFIX] Disabling GPU fused relu & maxpooling operator because of bug Fixed the timer that counts the number of times memory chunks are zero-ed out Some minor code refactoring
[ { "change_type": "MODIFY", "old_path": "src/main/java/org/apache/sysml/hops/ConvolutionOp.java", "new_path": "src/main/java/org/apache/sysml/hops/ConvolutionOp.java", "diff": "package org.apache.sysml.hops;\n-import java.util.ArrayList;\n-\nimport org.apache.sysml.conf.ConfigurationManager;\nimport ...
Java
Apache License 2.0
apache/systemds
[HOTFIX] Disabling GPU fused relu & maxpooling operator because of bug - Fixed the timer that counts the number of times memory chunks are zero-ed out - Some minor code refactoring
49,736
17.03.2017 10:20:26
28,800
81090134d2de04a3ae90c6f8d79b4c68cb14aab5
Convert numpy to matrixblock by passing multiple blocks Here is the code to test this functionality: from systemml import MLContext, dml, convertToMatrixBlock import pandas as pd nr = 46900 X_pd = pd.DataFrame(range(1, (nr*784)+1,1),dtype=float).values.reshape(nr,784) convertToMatrixBlock(sc, X_pd) convertToMatrixBlock(sc, X_pd, maxSizeBlockInMB=100000) Closes
[ { "change_type": "MODIFY", "old_path": "src/main/java/org/apache/sysml/runtime/instructions/spark/utils/RDDConverterUtilsExt.java", "new_path": "src/main/java/org/apache/sysml/runtime/instructions/spark/utils/RDDConverterUtilsExt.java", "diff": "@@ -165,6 +165,37 @@ public class RDDConverterUtilsExt...
Java
Apache License 2.0
apache/systemds
[SYSTEMML-1370] Convert numpy to matrixblock by passing multiple blocks Here is the code to test this functionality: from systemml import MLContext, dml, convertToMatrixBlock import pandas as pd nr = 46900 X_pd = pd.DataFrame(range(1, (nr*784)+1,1),dtype=float).values.reshape(nr,784) convertToMatrixBlock(sc, X_pd) convertToMatrixBlock(sc, X_pd, maxSizeBlockInMB=100000) Closes #413.
49,738
16.03.2017 15:56:18
25,200
96505b1996eac95fdb7a1ec7fdb0302c15fd4821
Hardened code generator for sparse-unsafe outer products
[ { "change_type": "MODIFY", "old_path": "src/main/java/org/apache/sysml/hops/codegen/template/OuterProductTpl.java", "new_path": "src/main/java/org/apache/sysml/hops/codegen/template/OuterProductTpl.java", "diff": "@@ -32,6 +32,7 @@ import org.apache.sysml.hops.Hop;\nimport org.apache.sysml.hops.Unar...
Java
Apache License 2.0
apache/systemds
[SYSTEMML-1364] Hardened code generator for sparse-unsafe outer products
49,738
17.03.2017 12:52:20
25,200
c663e31ceefb383195d5405630af99b53260827d
[MINOR] Robust hdfs file delete w/ retries (fix occasional test issues)
[ { "change_type": "MODIFY", "old_path": "src/main/java/org/apache/sysml/runtime/util/MapReduceTool.java", "new_path": "src/main/java/org/apache/sysml/runtime/util/MapReduceTool.java", "diff": "@@ -64,6 +64,8 @@ import org.apache.wink.json4j.OrderedJSONObject;\npublic class MapReduceTool\n{\n+ private...
Java
Apache License 2.0
apache/systemds
[MINOR] Robust hdfs file delete w/ retries (fix occasional test issues)
49,738
17.03.2017 20:05:40
25,200
30f72e83fd334042eec1be5c42588e127a9f3ee0
Extended code generator (sparsity-exploiting celltmpl)
[ { "change_type": "MODIFY", "old_path": "src/main/java/org/apache/sysml/hops/codegen/cplan/CNodeCell.java", "new_path": "src/main/java/org/apache/sysml/hops/codegen/cplan/CNodeCell.java", "diff": "@@ -39,15 +39,16 @@ public class CNodeCell extends CNodeTpl\n+ \"\\n\"\n+ \"public final class %TMP% ext...
Java
Apache License 2.0
apache/systemds
[SYSTEMML-1420] Extended code generator (sparsity-exploiting celltmpl)
49,738
18.03.2017 21:39:28
25,200
9cbaf85ab1389cde9fb79f58e29c0adb6044c493
Improved candidate exploration of code generation plans This patch improves the codegen candidate exploration algorithm by (1) better memoization (which now also includes unsupported operators) and (2) a simplified creation of merge plans (which now also applies to ternary operators).
[ { "change_type": "MODIFY", "old_path": "src/main/java/org/apache/sysml/hops/codegen/SpoofCompiler.java", "new_path": "src/main/java/org/apache/sysml/hops/codegen/SpoofCompiler.java", "diff": "@@ -44,6 +44,7 @@ import org.apache.sysml.hops.codegen.template.BaseTpl.CloseType;\nimport org.apache.sysml....
Java
Apache License 2.0
apache/systemds
[SYSTEMML-1374] Improved candidate exploration of code generation plans This patch improves the codegen candidate exploration algorithm by (1) better memoization (which now also includes unsupported operators) and (2) a simplified creation of merge plans (which now also applies to ternary operators).
49,738
19.03.2017 01:41:18
25,200
2893e1aed03f9259fdd63504483484da92d761af
Extended code generator (right indexing in cell/rowagg)
[ { "change_type": "MODIFY", "old_path": "src/main/java/org/apache/sysml/hops/IndexingOp.java", "new_path": "src/main/java/org/apache/sysml/hops/IndexingOp.java", "diff": "@@ -76,11 +76,11 @@ public class IndexingOp extends Hop\n}\n- public boolean getRowLowerEqualsUpper(){\n+ public boolean isRowLowe...
Java
Apache License 2.0
apache/systemds
[SYSTEMML-1407] Extended code generator (right indexing in cell/rowagg)
49,738
20.03.2017 12:24:28
25,200
128acb3adccfa03fa5e91495349d2e95c5cf0f2e
Robustness parfor parameter handling (cmd args, quotes)
[ { "change_type": "MODIFY", "old_path": "src/main/java/org/apache/sysml/parser/dml/DmlSyntacticValidator.java", "new_path": "src/main/java/org/apache/sysml/parser/dml/DmlSyntacticValidator.java", "diff": "@@ -685,7 +685,10 @@ public class DmlSyntacticValidator extends CommonSyntacticValidator impleme...
Java
Apache License 2.0
apache/systemds
[SYSTEMML-1425] Robustness parfor parameter handling (cmd args, quotes)
49,738
20.03.2017 15:21:57
25,200
f693bcac7d6968452fc2e07c9a06e6b7fe1cbcdd
Fix issues of worst-case and parfor memory estimates This patch fixes various special cases of worst-case and parfor memory estimates, including (1) incomplete worst-case estimates, (2) parfor w/ spark execution type, (3) constrained parfor optimizer with unspecified degree of parallelism and/or execution type.
[ { "change_type": "MODIFY", "old_path": "src/main/java/org/apache/sysml/hops/Hop.java", "new_path": "src/main/java/org/apache/sysml/hops/Hop.java", "diff": "@@ -618,7 +618,7 @@ public abstract class Hop\n//infer the output stats\nwstats = inferOutputCharacteristics(memo);\n- if( wstats != null ) {\n+...
Java
Apache License 2.0
apache/systemds
[SYSTEMML-1427] Fix issues of worst-case and parfor memory estimates This patch fixes various special cases of worst-case and parfor memory estimates, including (1) incomplete worst-case estimates, (2) parfor w/ spark execution type, (3) constrained parfor optimizer with unspecified degree of parallelism and/or execution type.
49,738
21.03.2017 19:40:39
25,200
1aac97ee1b25537278f292d89b4a7c4ab1355c2e
Extended parfor block partitioning (support in dpesp)
[ { "change_type": "MODIFY", "old_path": "src/main/java/org/apache/sysml/runtime/controlprogram/ParForProgramBlock.java", "new_path": "src/main/java/org/apache/sysml/runtime/controlprogram/ParForProgramBlock.java", "diff": "@@ -103,6 +103,7 @@ import org.apache.sysml.runtime.instructions.cp.IntObject;...
Java
Apache License 2.0
apache/systemds
[SYSTEMML-1310] Extended parfor block partitioning (support in dpesp)
49,738
21.03.2017 22:30:40
25,200
95be80c5b7542097c8c6830d8b5037ec26a3b55c
Fix test expected compiled mr jobs (w/ correct mem est)
[ { "change_type": "MODIFY", "old_path": "src/test/java/org/apache/sysml/test/integration/functions/recompile/BranchRemovalTest.java", "new_path": "src/test/java/org/apache/sysml/test/integration/functions/recompile/BranchRemovalTest.java", "diff": "@@ -107,9 +107,6 @@ public class BranchRemovalTest e...
Java
Apache License 2.0
apache/systemds
[SYSTEMML-1427] Fix test expected compiled mr jobs (w/ correct mem est)
49,717
22.03.2017 12:08:21
25,200
97da0004f1423d40d63372e59c0424d28793ef92
[HOTFIX] Changed unit test LRUCacheMapTest to run only with mvn verify Closes
[ { "change_type": "MODIFY", "old_path": "pom.xml", "new_path": "pom.xml", "diff": "<excludes>\n<exclude>**/slowtest/**</exclude>\n<exclude>**/integration/**</exclude>\n+ <exclude>**/test/unit/**</exclude>\n</excludes>\n</configuration>\n" }, { "change_type": "RENAME", "old_path": "src/tes...
Java
Apache License 2.0
apache/systemds
[HOTFIX] Changed unit test LRUCacheMapTest to run only with mvn verify Closes #436
49,736
22.03.2017 15:25:52
28,800
16e990928fa0201132688a8f7476856a02253030
Fixed maxpooling functions for padding > 0 Closes
[ { "change_type": "MODIFY", "old_path": "src/main/java/org/apache/sysml/runtime/matrix/data/LibMatrixDNN.java", "new_path": "src/main/java/org/apache/sysml/runtime/matrix/data/LibMatrixDNN.java", "diff": "@@ -427,6 +427,12 @@ public class LibMatrixDNN {\noutputBlock.recomputeNonZeros();\n}\n+ /**\n+ ...
Java
Apache License 2.0
apache/systemds
[SYSTEMML-1428] Fixed maxpooling functions for padding > 0 Closes #437.
49,738
22.03.2017 21:27:00
25,200
f380b52a9d041798b268de8007140b418af1e0db
Fix unnecessarily blocking rdd and broadcast cleanup
[ { "change_type": "MODIFY", "old_path": "src/main/java/org/apache/sysml/runtime/controlprogram/context/SparkExecutionContext.java", "new_path": "src/main/java/org/apache/sysml/runtime/controlprogram/context/SparkExecutionContext.java", "diff": "@@ -85,9 +85,9 @@ public class SparkExecutionContext ext...
Java
Apache License 2.0
apache/systemds
[SYSTEMML-1433] Fix unnecessarily blocking rdd and broadcast cleanup
49,738
23.03.2017 13:37:44
25,200
a429e2df9287b709edd245c6a3211d62ecbf9517
Robust broadcast memory handling (track pinned sizes)
[ { "change_type": "MODIFY", "old_path": "src/main/java/org/apache/sysml/runtime/controlprogram/caching/CacheableData.java", "new_path": "src/main/java/org/apache/sysml/runtime/controlprogram/caching/CacheableData.java", "diff": "@@ -22,6 +22,7 @@ package org.apache.sysml.runtime.controlprogram.cachin...
Java
Apache License 2.0
apache/systemds
[SYSTEMML-1430] Robust broadcast memory handling (track pinned sizes)
49,738
23.03.2017 22:14:35
25,200
a929ae6e6b59504215403b5b5bc7110c5f180efb
Fix codegen candidate exploration (distinct fuse/merge) This patch fixes the code generator candidate exploration algorithm by considering only distinct memo table entries for fuse and merge considerations. Furthermore, this cleans up various configurations and logging issues.
[ { "change_type": "MODIFY", "old_path": "src/main/java/org/apache/sysml/api/DMLScript.java", "new_path": "src/main/java/org/apache/sysml/api/DMLScript.java", "diff": "@@ -57,6 +57,7 @@ import org.apache.sysml.hops.HopsException;\nimport org.apache.sysml.hops.OptimizerUtils;\nimport org.apache.sysml.h...
Java
Apache License 2.0
apache/systemds
[SYSTEMML-1374] Fix codegen candidate exploration (distinct fuse/merge) This patch fixes the code generator candidate exploration algorithm by considering only distinct memo table entries for fuse and merge considerations. Furthermore, this cleans up various configurations and logging issues.