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49,738
23.11.2018 17:47:02
-3,600
b39fef93ec9c24f48743f9c8355d7c8f430f8430
[MINOR] Minor fixes of the readme file, part II
[ { "change_type": "MODIFY", "old_path": "README.md", "new_path": "README.md", "diff": "@@ -21,11 +21,8 @@ limitations under the License.\n# SystemDS\n-SystemDS is a versatile system for the end-to-end data science lifecycle from data integration, cleaning, and feature engineering, over efficient, loc...
Java
Apache License 2.0
apache/systemds
[MINOR] Minor fixes of the readme file, part II
49,738
23.11.2018 19:57:34
-3,600
1e7c0b79f1ab124991ba9dc7ec4d19983ec341b1
Extended dense block for tensor left indexing, incl tests
[ { "change_type": "MODIFY", "old_path": "src/main/java/org/tugraz/sysds/runtime/data/DenseBlock.java", "new_path": "src/main/java/org/tugraz/sysds/runtime/data/DenseBlock.java", "diff": "@@ -140,6 +140,15 @@ public abstract class DenseBlock implements Serializable\nreturn _rlen;\n}\n+ /**\n+ * Get th...
Java
Apache License 2.0
apache/systemds
Extended dense block for tensor left indexing, incl tests
49,738
23.11.2018 21:13:25
-3,600
c2c9d954204d8b62cd31333228620c0a2ef0d64f
Fix instruction general (handling of data nodes)
[ { "change_type": "MODIFY", "old_path": "src/main/java/org/tugraz/sysds/lops/compile/Dag.java", "new_path": "src/main/java/org/tugraz/sysds/lops/compile/Dag.java", "diff": "@@ -776,7 +776,7 @@ public class Dag<N extends Lop>\n// a variable to hold the value produced by this node\n// note: functioncal...
Java
Apache License 2.0
apache/systemds
Fix instruction general (handling of data nodes)
49,738
23.11.2018 21:35:21
-3,600
342dde6a5f3543d40d57a384a01b5c9056f8ae4a
Fix default value type substitution during validation
[ { "change_type": "MODIFY", "old_path": "src/main/java/org/tugraz/sysds/parser/DMLTranslator.java", "new_path": "src/main/java/org/tugraz/sysds/parser/DMLTranslator.java", "diff": "@@ -2914,7 +2914,7 @@ public class DMLTranslator\ndexpr.addVarParam(DataExpression.READCOLPARAM, new IntIdentifier(di.ge...
Java
Apache License 2.0
apache/systemds
Fix default value type substitution during validation
49,738
23.11.2018 22:10:21
-3,600
3964eae9c8339ce5790c6b91a165f6b276fc0f1b
Fix serialization of value types into json meta data files
[ { "change_type": "MODIFY", "old_path": "src/main/java/org/tugraz/sysds/runtime/util/HDFSTool.java", "new_path": "src/main/java/org/tugraz/sysds/runtime/util/HDFSTool.java", "diff": "@@ -394,7 +394,7 @@ public class HDFSTool\n//handle data type and value types (incl schema for frames)\nmtd.put(DataEx...
Java
Apache License 2.0
apache/systemds
Fix serialization of value types into json meta data files
49,738
23.11.2018 22:21:46
-3,600
88c4f4b50df8b796ba4aa5bee160faa803cbfcb6
Fix csv output info handling, corrupted on initial cleanup
[ { "change_type": "MODIFY", "old_path": "src/main/java/org/tugraz/sysds/runtime/matrix/data/OutputInfo.java", "new_path": "src/main/java/org/tugraz/sysds/runtime/matrix/data/OutputInfo.java", "diff": "@@ -70,23 +70,23 @@ public class OutputInfo implements Serializable\nreturn InputInfo.BinaryCellInpu...
Java
Apache License 2.0
apache/systemds
Fix csv output info handling, corrupted on initial cleanup
49,738
23.11.2018 23:12:54
-3,600
d4f87487c529d5b8eed428e783a5669b587de198
Fix spark rand instruction generation (missing base dir)
[ { "change_type": "MODIFY", "old_path": "src/main/java/org/tugraz/sysds/lops/DataGen.java", "new_path": "src/main/java/org/tugraz/sysds/lops/DataGen.java", "diff": "@@ -36,7 +36,6 @@ import org.tugraz.sysds.common.Types.ValueType;\n*/\npublic class DataGen extends Lop\n{\n-\npublic static final Strin...
Java
Apache License 2.0
apache/systemds
Fix spark rand instruction generation (missing base dir)
49,738
24.11.2018 19:40:52
-3,600
d5b90e8db9323fed0289a9222ec3b8e1e2afed7f
Fix systemds build process (rm python, prototbuf, fixed assembly)
[ { "change_type": "MODIFY", "old_path": "pom.xml", "new_path": "pom.xml", "diff": "<appendAssemblyId>false</appendAssemblyId>\n<archive>\n<manifest>\n- <mainClass>org.apache.sysml.api.DMLScript</mainClass>\n+ <mainClass>org.tugraz.sysds.api.DMLScript</mainClass>\n</manifest>\n<manifestEntries>\n<Buil...
Java
Apache License 2.0
apache/systemds
Fix systemds build process (rm python, prototbuf, fixed assembly)
49,738
24.11.2018 20:17:11
-3,600
2424073ccdbc076991f12180da7ba3920b322d81
Fix CP and Spark grouped aggregate instruction (op parsing)
[ { "change_type": "MODIFY", "old_path": "src/main/java/org/tugraz/sysds/runtime/instructions/InstructionUtils.java", "new_path": "src/main/java/org/tugraz/sysds/runtime/instructions/InstructionUtils.java", "diff": "@@ -97,6 +97,7 @@ import org.tugraz.sysds.runtime.matrix.operators.RightScalarOperator...
Java
Apache License 2.0
apache/systemds
Fix CP and Spark grouped aggregate instruction (op parsing)
49,738
24.11.2018 20:39:58
-3,600
7d4e90e9fa60e19d7a9c19c8ff9c244e1237b58e
Fix parfor optimizer for non-existing, but checkpointed variables
[ { "change_type": "MODIFY", "old_path": "src/main/java/org/tugraz/sysds/runtime/controlprogram/parfor/opt/OptimizerRuleBased.java", "new_path": "src/main/java/org/tugraz/sysds/runtime/controlprogram/parfor/opt/OptimizerRuleBased.java", "diff": "@@ -506,9 +506,9 @@ public class OptimizerRuleBased exte...
Java
Apache License 2.0
apache/systemds
Fix parfor optimizer for non-existing, but checkpointed variables
49,738
24.11.2018 20:48:03
-3,600
3e6b42c40e705e5b460f630e9e73611025c3e673
Fix JMLC API tests (rm skipped, fix external function)
[ { "change_type": "MODIFY", "old_path": "src/test/java/org/tugraz/sysds/test/integration/functions/jmlc/JMLCClonedPreparedScriptTest.java", "new_path": "src/test/java/org/tugraz/sysds/test/integration/functions/jmlc/JMLCClonedPreparedScriptTest.java", "diff": "@@ -50,10 +50,7 @@ public class JMLCClon...
Java
Apache License 2.0
apache/systemds
Fix JMLC API tests (rm skipped, fix external function)
49,738
24.11.2018 23:24:43
-3,600
dbea179a76adcbff991bb82cf6a278c4022d92b3
New mechanism for script-level builtin functions, incl tests
[ { "change_type": "ADD", "old_path": null, "new_path": "scripts/builtin/sigmoid.dml", "diff": "+#-------------------------------------------------------------\n+#\n+# Copyright 2018 Graz University of Technology\n+#\n+# Licensed under the Apache License, Version 2.0 (the \"License\");\n+# you may not...
Java
Apache License 2.0
apache/systemds
New mechanism for script-level builtin functions, incl tests
49,738
25.11.2018 00:39:33
-3,600
5680099d647319cc51d137d29f8c66e09849aaa2
Reorganization all builtin functions (rm redundancy)
[ { "change_type": "MODIFY", "old_path": "src/main/java/org/tugraz/sysds/common/Builtins.java", "new_path": "src/main/java/org/tugraz/sysds/common/Builtins.java", "diff": "@@ -30,11 +30,135 @@ import java.util.HashMap;\n* as well as a dml file in script/builtin with a matching name.\n*/\npublic enum B...
Java
Apache License 2.0
apache/systemds
Reorganization all builtin functions (rm redundancy)
49,738
25.11.2018 00:54:56
-3,600
fa7eee2fe7ade4971557f596dd0af0ee58bafdee
Reorganization all parameterized builtin functions
[ { "change_type": "MODIFY", "old_path": "src/main/java/org/tugraz/sysds/common/Builtins.java", "new_path": "src/main/java/org/tugraz/sysds/common/Builtins.java", "diff": "@@ -137,7 +137,7 @@ public enum Builtins {\n//TODO handle parameterized builtins explicitly\n//TODO remove custom handling from pa...
Java
Apache License 2.0
apache/systemds
Reorganization all parameterized builtin functions
49,738
25.11.2018 18:26:54
-3,600
a3388440bbc7a10a17f4a0fa753069fd39b8c1e3
Fix new parsing and compilation of parameterized builtin functions
[ { "change_type": "MODIFY", "old_path": "src/main/java/org/tugraz/sysds/common/Builtins.java", "new_path": "src/main/java/org/tugraz/sysds/common/Builtins.java", "diff": "@@ -30,6 +30,7 @@ import java.util.HashMap;\n* as well as a dml file in script/builtin with a matching name.\n*/\npublic enum Buil...
Java
Apache License 2.0
apache/systemds
Fix new parsing and compilation of parameterized builtin functions
49,736
27.11.2018 02:24:53
-19,080
6ca9be1f5c4193b5a19522c039172f932299681d
Fix a performance bug that causes rmvar to be delayed
[ { "change_type": "MODIFY", "old_path": "src/main/java/org/apache/sysml/hops/DnnOp.java", "new_path": "src/main/java/org/apache/sysml/hops/DnnOp.java", "diff": "@@ -334,7 +334,6 @@ public class DnnOp extends MultiThreadedHop\n// ---------------------------------------------------------------\n// Add ...
Java
Apache License 2.0
apache/systemds
[SYSTEMML-1325] Fix a performance bug that causes rmvar to be delayed
49,736
29.11.2018 16:01:09
28,800
62647de614a549cba7e89446b89308bb531e61a1
[MINOR] Added an external UDF to split string Also, updated ListObject to specify the valuetype of the list. This takes care of the "wrong value type warning". Closes
[ { "change_type": "MODIFY", "old_path": "src/main/java/org/apache/sysml/runtime/instructions/cp/ListObject.java", "new_path": "src/main/java/org/apache/sysml/runtime/instructions/cp/ListObject.java", "diff": "@@ -37,11 +37,19 @@ public class ListObject extends Data {\nprivate int _nCacheable;\npublic...
Java
Apache License 2.0
apache/systemds
[MINOR] Added an external UDF to split string - Also, updated ListObject to specify the valuetype of the list. This takes care of the "wrong value type warning". Closes #844.
49,719
29.11.2018 17:32:19
28,800
bc6e941ce1b4cd17027e3f55c0b89013a3d0a801
Built-in functions for binomial distribution
[ { "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": "@@ -2016,6 +2016,10 @@ public class DMLTranslator\ncase CDF:\ncase INVCDF:\nbreak;\n+ case QBINOMIAL:\n+ case PBINOMIAL:...
Java
Apache License 2.0
apache/systemds
[SYSTEMML-2499] Built-in functions for binomial distribution
49,738
01.12.2018 19:22:19
-3,600
fee20fb9b8c975bd3c3250ae7fe35c4904c0dc09
Sparse aggregate communication spark cumagg ops This patch improves GC overhead of Spark cumulative aggregates (forward cascade) by communicating sparse aggregate blocks in target block sizes. For example, for 100 distributed sum(cumsum(X)) operations, it reduced the total runtime from 1,006s to 887s.
[ { "change_type": "MODIFY", "old_path": "src/main/java/org/apache/sysml/runtime/instructions/spark/CumulativeAggregateSPInstruction.java", "new_path": "src/main/java/org/apache/sysml/runtime/instructions/spark/CumulativeAggregateSPInstruction.java", "diff": "@@ -137,7 +137,9 @@ public class Cumulativ...
Java
Apache License 2.0
apache/systemds
[SYSTEMML-2501] Sparse aggregate communication spark cumagg ops This patch improves GC overhead of Spark cumulative aggregates (forward cascade) by communicating sparse aggregate blocks in target block sizes. For example, for 100 distributed sum(cumsum(X)) operations, it reduced the total runtime from 1,006s to 887s.
49,738
05.12.2018 19:39:53
-3,600
21b1a53141c74b4aa3af6e0263af3f6b0d7c1336
Exploit existing hash partitioning in spark cumoff ops
[ { "change_type": "MODIFY", "old_path": "src/main/java/org/apache/sysml/runtime/instructions/spark/CumulativeOffsetSPInstruction.java", "new_path": "src/main/java/org/apache/sysml/runtime/instructions/spark/CumulativeOffsetSPInstruction.java", "diff": "@@ -35,6 +35,7 @@ import org.apache.sysml.runtim...
Java
Apache License 2.0
apache/systemds
[SYSTEMML-2503] Exploit existing hash partitioning in spark cumoff ops
49,738
05.12.2018 20:38:37
-3,600
25a10f412614235d8974f371a2bb07bc08c88cee
In-place CP cumulative aggregates, incl compiler This patch adds an option for in-place CP cumulative aggregates because result allocation is the major bottleneck. As an initial compiler integration, we now compiler inplace CP operations for the aggregation of partial aggregates in Spark cumsum because it guarantees validity.
[ { "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": "@@ -170,7 +170,7 @@ public class UnaryOp extends MultiThreadedHop\nint k = isCumulativeUnaryOperation() || isExpensiveUnaryOperation() ?...
Java
Apache License 2.0
apache/systemds
[SYSTEMML-2504] In-place CP cumulative aggregates, incl compiler This patch adds an option for in-place CP cumulative aggregates because result allocation is the major bottleneck. As an initial compiler integration, we now compiler inplace CP operations for the aggregation of partial aggregates in Spark cumsum because it guarantees validity.
49,736
07.12.2018 15:31:48
28,800
bda61b600a05e71be84848377b3e9ae93811c4d4
[MINOR] Updated the Linear Regression demo notebook
[ { "change_type": "RENAME", "old_path": "samples/jupyter-notebooks/Linear Regression Algorithms Demo.ipynb", "new_path": "samples/jupyter-notebooks/Linear_Regression_Algorithms_Demo.ipynb", "diff": "\"source\": [\n\"# Linear Regression Algorithms using Apache SystemML\\n\",\n\"\\n\",\n- \"This notebo...
Java
Apache License 2.0
apache/systemds
[MINOR] Updated the Linear Regression demo notebook
49,738
08.12.2018 13:40:33
-3,600
1a58946a0a335ccae61d0cf3873a937467ae5544
[SYSTEMML-2503/04] Fix correctness in-place and broadcast cumagg ops This patch fixes correctness issues of in-place cumulative aggregate operations and well as the handling of lineage tracing on spark cumagg offset. In addition, the patch also includes a minor performance improvement that avoids unnecessary copying of offset vectors on cumagg offset operations.
[ { "change_type": "MODIFY", "old_path": "src/main/java/org/apache/sysml/runtime/instructions/spark/CumulativeOffsetSPInstruction.java", "new_path": "src/main/java/org/apache/sysml/runtime/instructions/spark/CumulativeOffsetSPInstruction.java", "diff": "@@ -32,6 +32,7 @@ import scala.Tuple2;\nimport o...
Java
Apache License 2.0
apache/systemds
[SYSTEMML-2503/04] Fix correctness in-place and broadcast cumagg ops This patch fixes correctness issues of in-place cumulative aggregate operations and well as the handling of lineage tracing on spark cumagg offset. In addition, the patch also includes a minor performance improvement that avoids unnecessary copying of offset vectors on cumagg offset operations.
49,736
08.12.2018 11:20:09
28,800
7019f3bc805aaae67ef32e281cf99e26cbd26b29
Generate the DML for Caffe and Keras models Here is a sample example: ``` from keras.applications.vgg16 import VGG16 keras_model = VGG16(weights="imagenet", pooling="max") from systemml.mllearn import Keras2DML sysml_model = Keras2DML(spark, keras_model, input_shape=(3,224,224), weights='weights_dir') sysml_model.set(test_algo='batch', train_algo='minibatch') print(sysml_model.get_training_script()) print(sysml_model.get_prediction_script()) ```
[ { "change_type": "MODIFY", "old_path": "src/main/python/systemml/mllearn/estimators.py", "new_path": "src/main/python/systemml/mllearn/estimators.py", "diff": "@@ -973,6 +973,18 @@ class Caffe2DML(BaseSystemMLClassifier):\nraise TypeError(\"parfor_parameters should be a dictionary\")\nreturn self\n+...
Java
Apache License 2.0
apache/systemds
[SYSTEMML-2505] Generate the DML for Caffe and Keras models Here is a sample example: ``` from keras.applications.vgg16 import VGG16 keras_model = VGG16(weights="imagenet", pooling="max") from systemml.mllearn import Keras2DML sysml_model = Keras2DML(spark, keras_model, input_shape=(3,224,224), weights='weights_dir') sysml_model.set(test_algo='batch', train_algo='minibatch') print(sysml_model.get_training_script()) print(sysml_model.get_prediction_script()) ```
49,738
11.12.2018 16:58:27
-3,600
b96807b907203ce8ef1bbd017d06f3c6c9ef8fec
Improved cumagg compilation (intermediate memory) This patch improves the compilation of cumulative aggregate operations, to correctly account for potential dense-sparse conversions when computing memory estimates.
[ { "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": "@@ -42,6 +42,8 @@ import org.apache.sysml.lops.UnaryCP;\nimport org.apache.sysml.parser.Expression.DataType;\nimport org.apache.sysml.pa...
Java
Apache License 2.0
apache/systemds
[SYSTEMML-2506] Improved cumagg compilation (intermediate memory) This patch improves the compilation of cumulative aggregate operations, to correctly account for potential dense-sparse conversions when computing memory estimates.
49,738
11.12.2018 20:10:23
-3,600
9a1f64b42c177a82a98716ad9ef34d4d266178d2
New rewrites for cumulative aggregate patterns This patch adds the following simplification rewrites as well as related tests: (a) X * cumsum(diag(matrix(1,nrow(X),1))) -> lower.tri, if X squared (b) colSums(cumsum(X)) -> cumSums(X*seq(nrow(X),1)) (c) rev(cumsum(rev(X))) -> X + colSums(X) - cumsum(X)
[ { "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": "@@ -175,6 +175,7 @@ public class RewriteAlgebraicSimplificat...
Java
Apache License 2.0
apache/systemds
[SYSTEMML-2507] New rewrites for cumulative aggregate patterns This patch adds the following simplification rewrites as well as related tests: (a) X * cumsum(diag(matrix(1,nrow(X),1))) -> lower.tri, if X squared (b) colSums(cumsum(X)) -> cumSums(X*seq(nrow(X),1)) (c) rev(cumsum(rev(X))) -> X + colSums(X) - cumsum(X)
49,738
12.12.2018 13:53:23
-3,600
3b87c2ba9d77ffa3d901eae38de9c1157994d74e
[MINOR] Fine tuning spark checkpoint data size thresholds
[ { "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": "@@ -914,7 +914,11 @@ public class OptimizerUtils\n* @return true if the given matrix characteristics exceed threshold\n*/\...
Java
Apache License 2.0
apache/systemds
[MINOR] Fine tuning spark checkpoint data size thresholds
49,736
14.12.2018 09:49:48
28,800
341a1dc789396ff3e46cf952a75bbe6958b77671
Improved performance of prediction via Keras2DML Reduced the model loading time of VGG by 1.7x by supporting exchange of float32 matrices. Eliminated an additional mlcontext execution for converting probability to predicted labels. This improved the performance of VGG prediction by 15%.
[ { "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": "@@ -126,14 +126,20 @@ public class RDDConverterUtilsEx...
Java
Apache License 2.0
apache/systemds
[SYSTEMML-540] Improved performance of prediction via Keras2DML - Reduced the model loading time of VGG by 1.7x by supporting exchange of float32 matrices. - Eliminated an additional mlcontext execution for converting probability to predicted labels. This improved the performance of VGG prediction by 15%.
49,738
16.12.2018 16:04:01
-3,600
8895ebc454ce85e823d6332e40d7effd874e59df
Improved spark cumagg compilation (single row block) This patch improves the compilation of spark cumulative aggregates where the input matrix has a single row block by avoiding the unnecessary offset computation.
[ { "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": "@@ -22,6 +22,7 @@ package org.apache.sysml.hops;\nimport java.util.ArrayList;\nimport org.apache.sysml.conf.ConfigurationManager;\n+impo...
Java
Apache License 2.0
apache/systemds
[SYSTEMML-2508] Improved spark cumagg compilation (single row block) This patch improves the compilation of spark cumulative aggregates where the input matrix has a single row block by avoiding the unnecessary offset computation.
49,738
18.12.2018 22:36:38
-3,600
5dd33ccb270ab12fd2ac88a3c5dac711db7a9a97
Load dml-bodied builtin functions during parsing This patch adds the loading and parsing of dml-bodied builtin functions. Currently, these functions are attached to the statement info and hence in the next step, qualifying statements needs to be post-processed similar to import statements.
[ { "change_type": "MODIFY", "old_path": "src/main/java/org/tugraz/sysds/common/Builtins.java", "new_path": "src/main/java/org/tugraz/sysds/common/Builtins.java", "diff": "@@ -182,6 +182,7 @@ public enum Builtins {\n_parameterized = parameterized;\n}\n+ private final static String BUILTIN_DIR = \"scri...
Java
Apache License 2.0
apache/systemds
[SYSTEMDS-11] Load dml-bodied builtin functions during parsing This patch adds the loading and parsing of dml-bodied builtin functions. Currently, these functions are attached to the statement info and hence in the next step, qualifying statements needs to be post-processed similar to import statements.
49,738
18.12.2018 22:36:50
-3,600
64b79a99c83df7bc8836132b4d43e54718b3fad9
Initial master task file
[ { "change_type": "ADD", "old_path": null, "new_path": "docs/Tasks.txt", "diff": "+---\n+GENERAL NOTES:\n+ * Assign IDs for epics by default with a key range of 10\n+ * Keep epic tasks in the key range, otherwise create new epic\n+---\n+\n+SYSTEMDS-10 Compiler Rework / Misc\n+ * 11 Support DML-bodied...
Java
Apache License 2.0
apache/systemds
Initial master task file
49,738
04.01.2019 17:59:32
-3,600
2b07920248880d876eb841ae6211cbe104adf6f2
Finalized support for dml-bodied builtin functions
[ { "change_type": "MODIFY", "old_path": "docs/Tasks.txt", "new_path": "docs/Tasks.txt", "diff": "@@ -5,7 +5,7 @@ GENERAL NOTES:\n---\nSYSTEMDS-10 Compiler Rework / Misc\n- * 11 Support DML-bodied builtin functions\n+ * 11 Support DML-bodied builtin functions OK\n* 12 Remove unnecessary HOP/LOP indire...
Java
Apache License 2.0
apache/systemds
[SYSTEMDS-11] Finalized support for dml-bodied builtin functions
49,738
04.01.2019 18:56:02
-3,600
4d517468a999bbcc3dfb80f0e9c315b045839b7c
Backport cumagg compiler/runtime/rewrite improvements
[ { "change_type": "MODIFY", "old_path": "src/main/java/org/tugraz/sysds/hops/UnaryOp.java", "new_path": "src/main/java/org/tugraz/sysds/hops/UnaryOp.java", "diff": "@@ -24,6 +24,7 @@ import java.util.ArrayList;\nimport org.tugraz.sysds.api.DMLScript;\nimport org.tugraz.sysds.lops.CumulativeOffsetBina...
Java
Apache License 2.0
apache/systemds
[SYSTEMDS-61] Backport cumagg compiler/runtime/rewrite improvements
49,738
04.01.2019 19:37:35
-3,600
ced0e8bd0f3fec9a988cef4b48d9bc994d80b95f
Backport codegen compiler cbind w/ vectors and scalars
[ { "change_type": "MODIFY", "old_path": "src/main/java/org/tugraz/sysds/hops/LiteralOp.java", "new_path": "src/main/java/org/tugraz/sysds/hops/LiteralOp.java", "diff": "@@ -247,8 +247,10 @@ public class LiteralOp extends Hop\nswitch( getValueType() ) {\ncase BOOLEAN:\nreturn String.valueOf(value_bool...
Java
Apache License 2.0
apache/systemds
[SYSTEMDS-61] Backport codegen compiler cbind w/ vectors and scalars
49,738
04.01.2019 19:43:55
-3,600
3dc9b01a42363aab266de3c096a0867cc2dcbd0a
Backport async matrix allocation on Spark RDD collect
[ { "change_type": "MODIFY", "old_path": "src/main/java/org/tugraz/sysds/hops/OptimizerUtils.java", "new_path": "src/main/java/org/tugraz/sysds/hops/OptimizerUtils.java", "diff": "@@ -901,7 +901,11 @@ public class OptimizerUtils\n* @return true if the given matrix characteristics exceed threshold\n*/\...
Java
Apache License 2.0
apache/systemds
[SYSTEMDS-61] Backport async matrix allocation on Spark RDD collect
49,738
04.01.2019 19:50:17
-3,600
4467574dff3f0a8259cd9ec288fb0a52b3220e38
Backport improved update-in-place in for/while loops
[ { "change_type": "MODIFY", "old_path": "src/main/java/org/tugraz/sysds/hops/rewrite/RewriteMarkLoopVariablesUpdateInPlace.java", "new_path": "src/main/java/org/tugraz/sysds/hops/rewrite/RewriteMarkLoopVariablesUpdateInPlace.java", "diff": "@@ -29,6 +29,7 @@ import org.tugraz.sysds.hops.DataOp;\nimpo...
Java
Apache License 2.0
apache/systemds
[SYSTEMDS-61] Backport improved update-in-place in for/while loops
49,738
05.01.2019 14:28:22
-3,600
846d5264d4349a6fdaec9ee9378e49283e272eb8
New winsorize builtin function (dml-bodied function)
[ { "change_type": "ADD", "old_path": null, "new_path": "scripts/builtin/winsorize.dml", "diff": "+#-------------------------------------------------------------\n+#\n+# Copyright 2018 Graz University of Technology\n+#\n+# Licensed under the Apache License, Version 2.0 (the \"License\");\n+# you may n...
Java
Apache License 2.0
apache/systemds
[SYSTEMDS-41] New winsorize builtin function (dml-bodied function)
49,738
05.01.2019 14:28:46
-3,600
58a175ec3e8200044fa24c91c38b50f637d808bf
Fix spark quantile instruction w/ multiple queries
[ { "change_type": "MODIFY", "old_path": "docs/Tasks.txt", "new_path": "docs/Tasks.txt", "diff": "@@ -8,7 +8,8 @@ SYSTEMDS-10 Compiler Rework / Misc\n* 11 Support DML-bodied builtin functions OK\n* 12 Remove unnecessary HOP/LOP indirections\n* 13 Refactoring test cases into component/integration OK\n-...
Java
Apache License 2.0
apache/systemds
[SYSTEMDS-101] Fix spark quantile instruction w/ multiple queries
49,738
06.01.2019 15:26:57
-3,600
0a494a408c5eb5af0e70d7854f6eaa62cff14be1
New outlier builtin function (dml-bodied), incl tests
[ { "change_type": "MODIFY", "old_path": "docs/Tasks.txt", "new_path": "docs/Tasks.txt", "diff": "@@ -27,9 +27,10 @@ SYSTEMDS-30 Builtin and Packaging\n* 35 Replace unnecessary dependencies w/ custom\nSYSTEMDS-40 Preprocessing builtins\n- * 41 Add new Winsorize builtin function OK\n- * 42 SotA normali...
Java
Apache License 2.0
apache/systemds
[SYSTEMDS-42] New outlier builtin function (dml-bodied), incl tests
49,738
14.01.2019 18:06:52
-3,600
b2fa1af0c9919c0d703b1eddc32c3cd493e82bf2
Fix memoization of sparsity sketches for DAG leafs This patch improves the performance of sparsity estimation for DAGs where leaf nodes are reachable multiple times. So far, we redundantly created the leaf sketches from the base data on each access. Instead, we now properly memoize these sketches similar to inner nodes.
[ { "change_type": "MODIFY", "old_path": "src/main/java/org/apache/sysml/hops/estim/EstimatorBitsetMM.java", "new_path": "src/main/java/org/apache/sysml/hops/estim/EstimatorBitsetMM.java", "diff": "@@ -46,12 +46,9 @@ public class EstimatorBitsetMM extends SparsityEstimator\n{\n@Override\npublic Matrix...
Java
Apache License 2.0
apache/systemds
[SYSTEMML-2486] Fix memoization of sparsity sketches for DAG leafs This patch improves the performance of sparsity estimation for DAGs where leaf nodes are reachable multiple times. So far, we redundantly created the leaf sketches from the base data on each access. Instead, we now properly memoize these sketches similar to inner nodes.
49,736
01.02.2019 16:52:57
28,800
5288bc0d536df0574b17363d950e05b3c4bbe0d4
Make Keras2DML compatible with newer Keras versions After version 2.1.5, Keras had major refactoring which changed their layer definitions. In version 2.2.4, the model no longer contains an explicit InputLayer. This commit addresses this issue so as to be compatible with older as well as newer Keras versions.
[ { "change_type": "MODIFY", "old_path": "src/main/python/systemml/mllearn/keras2caffe.py", "new_path": "src/main/python/systemml/mllearn/keras2caffe.py", "diff": "@@ -143,7 +143,8 @@ def _parseActivation(layer, customLayerName=None):\n'type': supportedCaffeActivations[kerasActivation], 'top': layer.n...
Java
Apache License 2.0
apache/systemds
[SYSTEMML-540] Make Keras2DML compatible with newer Keras versions - After version 2.1.5, Keras had major refactoring which changed their layer definitions. - In version 2.2.4, the model no longer contains an explicit InputLayer. - This commit addresses this issue so as to be compatible with older as well as newer Keras versions.
49,738
04.02.2019 21:26:52
-3,600
453c074966370059d6d181ae9a184540c5e98e11
Backport fix pack for transformencode binning, tests
[ { "change_type": "MODIFY", "old_path": "docs/Tasks.txt", "new_path": "docs/Tasks.txt", "diff": "@@ -40,6 +40,7 @@ SYSTEMDS-50 I/O Formats\nSYSTEMDS-60 Update SystemML improvements\n* 61 Take over cumulative aggregate improvements OK\n* 62 Take over sparsity estimation improvements\n+ * 63 Take over ...
Java
Apache License 2.0
apache/systemds
[SYSTEMDS-63] Backport fix pack for transformencode binning, tests
49,729
07.02.2019 22:55:48
-3,600
eb35facac5d625ecfab091bf9fd9b123d1cf237e
Fixed year of SystemML fork in README.md Closes
[ { "change_type": "MODIFY", "old_path": "README.md", "new_path": "README.md", "diff": "@@ -25,4 +25,4 @@ limitations under the License.\n**Documentation:** [SystemDS Documentation](http://apache.github.io/systemml/dml-language-reference)<br/>\n-**Status and Build:** SystemDS is still in pre-alpha sta...
Java
Apache License 2.0
apache/systemds
Fixed year of SystemML fork in README.md Closes #1.
49,738
19.02.2019 15:08:08
-3,600
fe83cad3e13d049eacea19662b1a4e3b1704cb6d
Fix bitset sparsity estimation on large input data This patch fixes a corruption introduced by previous refactoring that led to always allocating a BitsetMatrix1 (w/ linearized long array) independent of the input size, leading to incorrect sketches and class cast exceptions on subsequent estimation.
[ { "change_type": "MODIFY", "old_path": "src/main/java/org/apache/sysml/hops/estim/EstimatorBitsetMM.java", "new_path": "src/main/java/org/apache/sysml/hops/estim/EstimatorBitsetMM.java", "diff": "@@ -88,7 +88,7 @@ public class EstimatorBitsetMM extends SparsityEstimator\nreturn null;\n//ensure synop...
Java
Apache License 2.0
apache/systemds
[SYSTEMML-2511] Fix bitset sparsity estimation on large input data This patch fixes a corruption introduced by previous refactoring that led to always allocating a BitsetMatrix1 (w/ linearized long array) independent of the input size, leading to incorrect sketches and class cast exceptions on subsequent estimation.
49,719
20.02.2019 15:34:36
28,800
1217e06bed61bc53a1fb57b980e14fa9a70b6604
[MINOR] change hadoop version from 2.6.0 to 2.7.7 in pom Hadoop 2.6.0 has several vulnerabilities. We upgrade to 2.7.7 to avoid these vulnerabilities. Closes
[ { "change_type": "MODIFY", "old_path": "README.md", "new_path": "README.md", "diff": "@@ -35,7 +35,7 @@ SystemML's distinguishing characteristics are:\n2. **Multiple execution modes**, including Spark MLContext API, Spark Batch, Hadoop Batch, Standalone, and JMLC.\n3. **Automatic optimization** base...
Java
Apache License 2.0
apache/systemds
[MINOR] change hadoop version from 2.6.0 to 2.7.7 in pom Hadoop 2.6.0 has several vulnerabilities. We upgrade to 2.7.7 to avoid these vulnerabilities. Closes #853.
49,736
27.02.2019 13:05:49
28,800
bf4717f39aaf3cf70bf99648afd38cd8dd5c8ad3
[MINOR] Allow access to classloaders methods
[ { "change_type": "MODIFY", "old_path": "src/main/python/systemml/__init__.py", "new_path": "src/main/python/systemml/__init__.py", "diff": "from .mlcontext import *\nfrom .defmatrix import *\nfrom .converters import *\n+from .classloader import *\n__all__ = mlcontext.__all__\n__all__ += defmatrix.__...
Java
Apache License 2.0
apache/systemds
[MINOR] Allow access to classloaders methods
49,736
27.02.2019 21:03:15
28,800
0cabde0ca26c99a55c62f7e7ffac67b450dea850
Improve the performance of lstm builtin function Allow FunctionOp to be multi-threaded. Currently, only lstm builtin function will have number of threads > 1. Added more tests.
[ { "change_type": "MODIFY", "old_path": "src/main/java/org/apache/sysml/hops/FunctionOp.java", "new_path": "src/main/java/org/apache/sysml/hops/FunctionOp.java", "diff": "@@ -39,7 +39,7 @@ import org.apache.sysml.runtime.controlprogram.parfor.opt.CostEstimatorHops;\n* Note: Currently, we support expr...
Java
Apache License 2.0
apache/systemds
[SYSTEMML-540] Improve the performance of lstm builtin function - Allow FunctionOp to be multi-threaded. - Currently, only lstm builtin function will have number of threads > 1. - Added more tests.
49,738
28.02.2019 16:47:35
-3,600
8859f81415faf44532a1103a0785ea50ce12e6ec
Fix parser build (invalid packages in grammar)
[ { "change_type": "MODIFY", "old_path": "docs/Tasks.txt", "new_path": "docs/Tasks.txt", "diff": "@@ -44,4 +44,4 @@ SYSTEMDS-60 Update SystemML improvements\nSYSTEMDS-100 Various Fixes\n* 101 Fix spark quantiles w/ multiple queries OK\n- *\n\\ No newline at end of file\n+ * 102 Fix parser issue after ...
Java
Apache License 2.0
apache/systemds
[SYSTEMDS-102] Fix parser build (invalid packages in grammar)
49,736
28.02.2019 09:29:56
28,800
adff5ee743992fdcfed9923ee876791e01532220
added profiling info
[ { "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": "@@ -333,10 +333,25 @@ public class LibMatrixDNN {\nMatrixBlock W2 = W.slice(D, D+M-1);\nMatrixBl...
Java
Apache License 2.0
apache/systemds
added profiling info
49,736
05.03.2019 12:55:30
28,800
adfa1f962f1155620eedfa48d4f0cbf21e2f6af6
Fixed GPU cleanup bug when invoked with JMLC. Closes
[ { "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": "@@ -624,15 +624,19 @@ public abstract class CacheableData<T extends Cach...
Java
Apache License 2.0
apache/systemds
[SYSTEMML-1325] Fixed GPU cleanup bug when invoked with JMLC. Closes #854.
49,736
05.03.2019 15:48:09
28,800
c7b9745800e0c71f0c6c76b8284c78e33a5cdb01
Reduce the memory pressure of CP lstm_backward instruction When lstm_backward in invoked, this commit avoids memory allocation and left indexing of output and carry activations of the corresponding forward invocation.
[ { "change_type": "MODIFY", "old_path": "src/main/java/org/apache/sysml/runtime/instructions/cp/DnnCPInstruction.java", "new_path": "src/main/java/org/apache/sysml/runtime/instructions/cp/DnnCPInstruction.java", "diff": "@@ -388,8 +388,6 @@ public class DnnCPInstruction extends UnaryCPInstruction {\n...
Java
Apache License 2.0
apache/systemds
[SYSTEMML-540] Reduce the memory pressure of CP lstm_backward instruction - When lstm_backward in invoked, this commit avoids memory allocation and left indexing of output and carry activations of the corresponding forward invocation.
49,736
11.03.2019 14:40:53
25,200
a060f83f01b268a9fd0582517993d8ebdbe2848a
[MINOR] Throw a controlled exception when the expected number of inputs of UDF does not match the actual number of inputs
[ { "change_type": "MODIFY", "old_path": "src/main/java/org/apache/sysml/hops/ipa/InterProceduralAnalysis.java", "new_path": "src/main/java/org/apache/sysml/hops/ipa/InterProceduralAnalysis.java", "diff": "@@ -529,6 +529,17 @@ public class InterProceduralAnalysis\nArrayList<Hop> inputOps = fop.getInpu...
Java
Apache License 2.0
apache/systemds
[MINOR] Throw a controlled exception when the expected number of inputs of UDF does not match the actual number of inputs
49,736
13.03.2019 14:47:11
25,200
881f606a89a5683e1a41a1c974fc0188d8600ade
[MINOR] Provide a more informative error message when the dimensions don't match during the validate phase
[ { "change_type": "MODIFY", "old_path": "src/main/java/org/apache/sysml/parser/BuiltinFunctionExpression.java", "new_path": "src/main/java/org/apache/sysml/parser/BuiltinFunctionExpression.java", "diff": "@@ -1717,8 +1717,11 @@ public class BuiltinFunctionExpression extends DataIdentifier\n|| (!allow...
Java
Apache License 2.0
apache/systemds
[MINOR] Provide a more informative error message when the dimensions don't match during the validate phase
49,738
17.03.2019 12:09:33
-3,600
4a38a4789302741965f49b4dd559a7078d94eb69
[MINOR] Fix unnecessary warnings (unnecessary imports)
[ { "change_type": "MODIFY", "old_path": "src/main/java/org/apache/sysml/api/ScriptExecutorUtils.java", "new_path": "src/main/java/org/apache/sysml/api/ScriptExecutorUtils.java", "diff": "package org.apache.sysml.api;\n-import java.io.IOException;\nimport java.util.Arrays;\nimport java.util.Collection...
Java
Apache License 2.0
apache/systemds
[MINOR] Fix unnecessary warnings (unnecessary imports)
49,698
19.03.2019 13:08:10
25,200
ea821028bfc5869d5874163885ec73bf4d14670a
Add documentation search with Algolia service Algolia is an api based service, indexes the documentation every 24h. When we query a keyword, the results would be rendered in a dropdown form. Also, navigation header fix for the dropdown in iphone, and on minimize screen on normal screens. Closes
[ { "change_type": "MODIFY", "old_path": "docs/_layouts/global.html", "new_path": "docs/_layouts/global.html", "diff": "<link rel=\"stylesheet\" href=\"css/main.css\">\n<link rel=\"stylesheet\" href=\"css/pygments-default.css\">\n<link rel=\"shortcut icon\" href=\"img/favicon.png\">\n+ <link rel=\"sty...
Java
Apache License 2.0
apache/systemds
[SYSTEMML-2520] Add documentation search with Algolia service Algolia is an api based service, indexes the documentation every 24h. - When we query a keyword, the results would be rendered in a dropdown form. Also, navigation header fix for the dropdown in iphone, and on minimize screen on normal screens. Closes #855.
49,736
19.03.2019 13:22:18
25,200
45f72bf4e4aecff98b74382282948a850ed4846d
[SYSTEMML-2520][DOC] Specified the steps required to update Crawler configuration for the search indexing in our release documentation.
[ { "change_type": "MODIFY", "old_path": "docs/release-process.md", "new_path": "docs/release-process.md", "diff": "@@ -494,3 +494,11 @@ Commit the update to `documentation.html` to publish the website update.\nThe versioned project documentation is now deployed to the main website, and the\n[Document...
Java
Apache License 2.0
apache/systemds
[SYSTEMML-2520][DOC] Specified the steps required to update Crawler configuration for the search indexing in our release documentation.
49,736
20.03.2019 10:54:48
25,200
fbd3aabbda8027e34744ad97a81f1376cf5f2041
Integrate the lstm builtin function in Keras2DML Also, migrated the builtin function layer from staging to nn. Updated the GPU tests.
[ { "change_type": "MODIFY", "old_path": "scripts/nn/layers/conv2d.dml", "new_path": "scripts/nn/layers/conv2d.dml", "diff": "/*\n* 2D Convolutional layer.\n+ *\n+ * Consider using conv2d_builtin.dml for better performance.\n*/\nsource(\"nn/util.dml\") as util\n" }, { "change_type": "MODIFY", ...
Java
Apache License 2.0
apache/systemds
[SYSTEMML-540] Integrate the lstm builtin function in Keras2DML - Also, migrated the builtin function layer from staging to nn. - Updated the GPU tests.
49,736
21.03.2019 09:29:07
25,200
ef8b10a964a4b620f43e627303b85616d9abb502
Bugfix for Python 3+ and updated the documentation Added a quick tour of the documentation in the overview page. Updated GPU documentation to explain how to resolve common setup issues. Updated Keras2DML documentation to be compatible with the recently added features. Updated mllearn documentation to include Keras2DML.
[ { "change_type": "MODIFY", "old_path": "docs/beginners-guide-keras2dml.md", "new_path": "docs/beginners-guide-keras2dml.md", "diff": "@@ -45,23 +45,88 @@ Keras models are parsed based on their layer structure and corresponding weights\nconfiguration. Be aware that currently this is a translation int...
Java
Apache License 2.0
apache/systemds
[SYSTEMML-540] Bugfix for Python 3+ and updated the documentation - Added a quick tour of the documentation in the overview page. - Updated GPU documentation to explain how to resolve common setup issues. - Updated Keras2DML documentation to be compatible with the recently added features. - Updated mllearn documentation to include Keras2DML.
49,736
21.03.2019 09:51:42
25,200
bc022839d489329c5e9bf1ca763c6596697110cb
[MINOR][DOC] Updated the documentation Removed unnecessary external hyperlinks
[ { "change_type": "MODIFY", "old_path": "docs/index.md", "new_path": "docs/index.md", "diff": "@@ -42,26 +42,26 @@ This version of SystemML supports: Java 8+, Scala 2.11+, Python 2.7/3.5+, Hadoop\n* If you are new to SystemML, please refer to the [installation guide](http://systemml.apache.org/instal...
Java
Apache License 2.0
apache/systemds
[MINOR][DOC] Updated the documentation - Removed unnecessary external hyperlinks
49,736
21.03.2019 21:22:55
25,200
78b79de4e0a3966dfa45451ac7f3a7b8c7184806
Fixed lstm_backward and python test bug Also updated the release documentation to specify the Keras and TensorFlow version Fixed Python3 indexing bug when lstm units is not an integer
[ { "change_type": "MODIFY", "old_path": "docs/release-process.md", "new_path": "docs/release-process.md", "diff": "@@ -255,6 +255,12 @@ this OS X example.\n## Python Tests\n+\n+Install Keras and Tensorflow:\n+\n+ python3 -m pip install --user keras=='2.1.5'\n+ python3 -m pip install --user tensorflow...
Java
Apache License 2.0
apache/systemds
[SYSTEMML-540] Fixed lstm_backward and python test bug - Also updated the release documentation to specify the Keras and TensorFlow version - Fixed Python3 indexing bug when lstm units is not an integer
49,738
22.03.2019 16:34:41
-3,600
cea36e7e08384eae7035ba22dc01a395248f8875
New rewrite for sparsity-aware matrix product chains See
[ { "change_type": "MODIFY", "old_path": "src/main/java/org/tugraz/sysds/hops/rewrite/ProgramRewriteStatus.java", "new_path": "src/main/java/org/tugraz/sysds/hops/rewrite/ProgramRewriteStatus.java", "diff": "package org.tugraz.sysds.hops.rewrite;\n+import org.tugraz.sysds.runtime.controlprogram.LocalV...
Java
Apache License 2.0
apache/systemds
[SYSTEMDS-62] New rewrite for sparsity-aware matrix product chains See SYSTEMML-2521.
49,736
22.03.2019 17:57:51
25,200
f48235f3b4ffd254e37570747d019d4c1f312a2d
Added zero padding layer in Caffe2DML, Keras2DML and nn library Updated the tests and the documentation. This layer is required for demo with Keras2DML.
[ { "change_type": "MODIFY", "old_path": "docs/beginners-guide-keras2dml.md", "new_path": "docs/beginners-guide-keras2dml.md", "diff": "@@ -161,12 +161,16 @@ sysml_model.fit(features, labels)\n#### What optimizer and loss does Keras2DML use by default if `keras_model` is not compiled ?\n-If the user d...
Java
Apache License 2.0
apache/systemds
[SYSTEMML-540] Added zero padding layer in Caffe2DML, Keras2DML and nn library - Updated the tests and the documentation. - This layer is required for ResNet-50 demo with Keras2DML.
49,736
22.03.2019 19:21:40
25,200
7cab282faa77b3bc66200396803f97ec1375544a
Throw exception whenever parameter of a Keras layer is not supported by SystemML
[ { "change_type": "MODIFY", "old_path": "docs/reference-guide-caffe2dml.md", "new_path": "docs/reference-guide-caffe2dml.md", "diff": "@@ -450,6 +450,21 @@ layer {\n## Utility Layers\n+### Flatten Layer\n+\n+The Flatten layer is a utility layer that flattens an input of shape n * c * h * w to a simpl...
Java
Apache License 2.0
apache/systemds
[SYSTEMML-540] Throw exception whenever parameter of a Keras layer is not supported by SystemML
49,736
22.03.2019 19:47:00
25,200
392f3d2c8a9d7fd9f1c05454636536d5b4d9e155
[MINOR][DOC] Updated Deep Learning documentation Also, fixed javadoc errors.
[ { "change_type": "MODIFY", "old_path": "docs/deep-learning.md", "new_path": "docs/deep-learning.md", "diff": "@@ -207,6 +207,7 @@ keras_model.add(Flatten())\nkeras_model.add(Dense(512, activation='relu'))\nkeras_model.add(Dropout(0.5))\nkeras_model.add(Dense(10, activation='softmax'))\n+keras_model....
Java
Apache License 2.0
apache/systemds
[MINOR][DOC] Updated Deep Learning documentation - Also, fixed javadoc errors.
49,736
24.03.2019 09:06:55
25,200
7fba4b29d653747a9ed038d282954a44fea3031c
Added ternary aggregate operators for GPU backend Also added steps to upload SystemML's python package to pypi.
[ { "change_type": "MODIFY", "old_path": "docs/release-process.md", "new_path": "docs/release-process.md", "diff": "@@ -388,7 +388,7 @@ file and remove all the `@Ignore` annotations from all the tests. Then run the N\n# Run other GPU Unit Tests\nrm result.txt\n- for t in AggregateUnaryOpTests BinaryOp...
Java
Apache License 2.0
apache/systemds
[SYSTEMML-540] Added ternary aggregate operators for GPU backend - Also added steps to upload SystemML's python package to pypi.
49,736
25.03.2019 12:33:50
25,200
b657820248fbb42f1c4f27564cdb14865ebeeec1
Added looped_minibatch training algorithm in Keras2DML This algorithm performs multiple forward-backward passes (=`parallel_batches` parameters) with the given batch size, aggregate gradients and finally updates the model. Updated the documentation.
[ { "change_type": "MODIFY", "old_path": "docs/beginners-guide-caffe2dml.md", "new_path": "docs/beginners-guide-caffe2dml.md", "diff": "@@ -161,7 +161,7 @@ Iter:2000, validation loss:173.66147359346, validation accuracy:97.4897540983606\nUnlike Caffe where default train and test algorithm is `minibatc...
Java
Apache License 2.0
apache/systemds
[SYSTEMML-540] Added looped_minibatch training algorithm in Keras2DML - This algorithm performs multiple forward-backward passes (=`parallel_batches` parameters) with the given batch size, aggregate gradients and finally updates the model. - Updated the documentation.
49,736
27.03.2019 09:21:30
25,200
9a86656392d0bd36002614366cf980802d146176
[MINOR][DOC] Updated Keras2DML and Caffe2DML reference guides.
[ { "change_type": "MODIFY", "old_path": "docs/reference-guide-caffe2dml.md", "new_path": "docs/reference-guide-caffe2dml.md", "diff": "@@ -1137,17 +1137,17 @@ class precision recall f1-score num_true_labels\n#### Design document of Caffe2DML\n-1. Caffe2DML is designed to fit well into the mllearn fra...
Java
Apache License 2.0
apache/systemds
[MINOR][DOC] Updated Keras2DML and Caffe2DML reference guides.
49,698
28.03.2019 01:13:34
-19,080
ac5036b1338bd078cff1bb02f1ae75ec12e3b98d
[SYSTEMML-1437][DOC] Document Factorization machines This patch documents the technical details of the factorization model Also, a binary classification and a regression script with suitable examples
[ { "change_type": "ADD", "old_path": null, "new_path": "docs/algorithms-factorization-machines.md", "diff": "+---\n+layout: global\n+title: SystemML Algorithms Reference - Factorization Machines\n+displayTitle: <a href=\"algorithms-reference.html\">SystemML Algorithms Reference</a>\n+---\n+<!--\n+{% ...
Java
Apache License 2.0
apache/systemds
[SYSTEMML-1437][DOC] Document Factorization machines - This patch documents the technical details of the factorization model - Also, a binary classification and a regression script with suitable examples
49,736
29.03.2019 10:26:04
25,200
794c5a232a3f462e2a85836dea55570f102e1682
Added performance tests for ResNet200 These tests compare the effect of different eviction policies when training ResNet as well as performs baseline comparison with Unified Memory, TF and TF-GPU.
[ { "change_type": "ADD", "old_path": null, "new_path": "scripts/perftest/gpu_resnet_perftest/resnet.py", "diff": "+# -------------------------------------------------------------\n+#\n+# Licensed to the Apache Software Foundation (ASF) under one\n+# or more contributor license agreements. See the NOT...
Java
Apache License 2.0
apache/systemds
[SYSTEMML-540] Added performance tests for ResNet200 These tests compare the effect of different eviction policies when training ResNet as well as performs baseline comparison with Unified Memory, TF and TF-GPU.
49,698
30.03.2019 02:56:49
-19,080
b48653e9259aa9625eb828d824307f04b04e2b95
PCA test for codegenalg suite This patch adds a test case for algorithm test with codegen enabled against an R script. contains a simple test with Dense Rewrite with CP. Closes
[ { "change_type": "ADD", "old_path": null, "new_path": "src/test/java/org/apache/sysml/test/integration/functions/codegenalg/AlgorithmPCA.java", "diff": "+/*\n+ * Licensed to the Apache Software Foundation (ASF) under one\n+ * or more contributor license agreements. See the NOTICE file\n+ * distribut...
Java
Apache License 2.0
apache/systemds
[SYSTEMML-2121] PCA test for codegenalg suite This patch adds a test case for algorithm test with codegen enabled against an R script. - contains a simple test with Dense Rewrite with CP. Closes #745
49,738
14.04.2019 19:55:04
-7,200
c88354752c1a7f75d07655039f31f630b6d7612d
Fix parsing of unary/binary cp log instructions
[ { "change_type": "MODIFY", "old_path": "src/main/java/org/tugraz/sysds/runtime/instructions/CPInstructionParser.java", "new_path": "src/main/java/org/tugraz/sysds/runtime/instructions/CPInstructionParser.java", "diff": "@@ -390,12 +390,13 @@ public class CPInstructionParser extends InstructionParser...
Java
Apache License 2.0
apache/systemds
[SYSTEMDS-61] Fix parsing of unary/binary cp log instructions
49,738
14.04.2019 21:05:08
-7,200
a9b90806b39f81110979d7c8ce853c08b0909324
Fix namespace handling dml-bodied building functions
[ { "change_type": "MODIFY", "old_path": "docs/Tasks.txt", "new_path": "docs/Tasks.txt", "diff": "@@ -57,3 +57,4 @@ SYSTEMDS-80 Improved distributed operations\nSYSTEMDS-100 Various Fixes\n* 101 Fix spark quantiles w/ multiple queries OK\n* 102 Fix parser issue after refactoring OK\n+ * 103 Fix handli...
Java
Apache License 2.0
apache/systemds
[SYSTEMDS-103] Fix namespace handling dml-bodied building functions
49,738
14.04.2019 21:18:32
-7,200
68902bd886454ce6375efa4240b948c8aca3bfdf
Fix failing parfor app tests (incorrect exec mode)
[ { "change_type": "MODIFY", "old_path": "docs/Tasks.txt", "new_path": "docs/Tasks.txt", "diff": "@@ -58,3 +58,4 @@ SYSTEMDS-100 Various Fixes\n* 101 Fix spark quantiles w/ multiple queries OK\n* 102 Fix parser issue after refactoring OK\n* 103 Fix handling of builtin functions w/ matching udfs OK\n+ ...
Java
Apache License 2.0
apache/systemds
[SYSTEMDS-104] Fix failing parfor app tests (incorrect exec mode)
49,738
15.04.2019 09:43:32
-7,200
821ed56e68b93aa5eeb68d95dcc7de033ae66bf9
Fix missing readmm test input files
[ { "change_type": "MODIFY", "old_path": "src/test/java/org/tugraz/sysds/test/functions/io/matrixmarket/ReadMMTest.java", "new_path": "src/test/java/org/tugraz/sysds/test/functions/io/matrixmarket/ReadMMTest.java", "diff": "@@ -28,7 +28,6 @@ import org.tugraz.sysds.test.TestUtils;\npublic class ReadMM...
Java
Apache License 2.0
apache/systemds
[SYSTEMDS-105] Fix missing readmm test input files
49,738
15.04.2019 09:55:46
-7,200
9527defd2b6fab995d367274837331c7b87545fe
Fix handling of external value type meta data
[ { "change_type": "MODIFY", "old_path": "docs/Tasks.txt", "new_path": "docs/Tasks.txt", "diff": "@@ -59,3 +59,4 @@ SYSTEMDS-100 Various Fixes\n* 102 Fix parser issue after refactoring OK\n* 103 Fix handling of builtin functions w/ matching udfs OK\n* 104 Fix failing tests due to incorrect parfor para...
Java
Apache License 2.0
apache/systemds
[SYSTEMDS-105] Fix handling of external value type meta data
49,738
15.04.2019 12:03:28
-7,200
ede8146eae3828078ee8b975511f221340e003c4
Fix handling of named and unnamed list builtin functions
[ { "change_type": "MODIFY", "old_path": "src/main/java/org/tugraz/sysds/common/Builtins.java", "new_path": "src/main/java/org/tugraz/sysds/common/Builtins.java", "diff": "@@ -84,7 +84,7 @@ public enum Builtins {\nINVERSE(\"inv\", \"inverse\", false),\nIQM(\"interQuartileMean\", false),\nLENGTH(\"leng...
Java
Apache License 2.0
apache/systemds
[SYSTEMDS-105] Fix handling of named and unnamed list builtin functions
49,738
15.04.2019 16:55:15
-7,200
8422e94a73771c30350269efb04dedf5b7a56335
Fix invalid use of external udfs
[ { "change_type": "MODIFY", "old_path": "src/test/scripts/functions/misc/FunInExpression5.dml", "new_path": "src/test/scripts/functions/misc/FunInExpression5.dml", "diff": "#\n#-------------------------------------------------------------\n-\n-orderExternal = externalFunction(Matrix[Double] A, Intege...
Java
Apache License 2.0
apache/systemds
[SYSTEMDS-105] Fix invalid use of external udfs
49,738
15.04.2019 17:04:35
-7,200
c075144d34fd6d488271a89df78241a7fec2e6ec
Fix expected number of spark instructions in test/misc
[ { "change_type": "MODIFY", "old_path": "src/test/java/org/tugraz/sysds/test/functions/misc/FunctionInliningTest.java", "new_path": "src/test/java/org/tugraz/sysds/test/functions/misc/FunctionInliningTest.java", "diff": "@@ -29,7 +29,6 @@ import org.tugraz.sysds.utils.Statistics;\npublic class Functi...
Java
Apache License 2.0
apache/systemds
[SYSTEMDS-105] Fix expected number of spark instructions in test/misc
49,738
15.04.2019 17:13:37
-7,200
df67811fb690498bdeaefd0c4a1b2d3f59b4ed63
Fix convd integration w/ new builtin mechanism
[ { "change_type": "MODIFY", "old_path": "src/main/java/org/tugraz/sysds/parser/BuiltinFunctionExpression.java", "new_path": "src/main/java/org/tugraz/sysds/parser/BuiltinFunctionExpression.java", "diff": "@@ -1798,7 +1798,7 @@ public class BuiltinFunctionExpression extends DataIdentifier\n// check if...
Java
Apache License 2.0
apache/systemds
[SYSTEMDS-105] Fix convd integration w/ new builtin mechanism
49,738
15.04.2019 17:31:18
-7,200
c0a8e53a94a82c183cbcc42e3f0695d47486f41f
Added travis build status in readme file
[ { "change_type": "MODIFY", "old_path": "README.md", "new_path": "README.md", "diff": "@@ -26,3 +26,5 @@ limitations under the License.\n**Documentation:** [SystemDS Documentation](http://apache.github.io/systemml/dml-language-reference)<br/>\n**Status and Build:** SystemDS is still in pre-alpha stat...
Java
Apache License 2.0
apache/systemds
[SYSTEMML-15] Added travis build status in readme file
49,738
19.04.2019 12:38:44
-7,200
711441f145fccada6a4868be4e5c6533d309d4e2
Fix additional tests wrt expected # of distributed jobs
[ { "change_type": "MODIFY", "old_path": "src/test/java/org/tugraz/sysds/test/applications/ID3Test.java", "new_path": "src/test/java/org/tugraz/sysds/test/applications/ID3Test.java", "diff": "@@ -39,7 +39,6 @@ import org.tugraz.sysds.utils.Statistics;\n@RunWith(value = Parameterized.class)\npublic cla...
Java
Apache License 2.0
apache/systemds
[SYSTEMDS-105] Fix additional tests wrt expected # of distributed jobs
49,738
19.04.2019 12:39:16
-7,200
5e660ce3671067e83da1800fdfbd69faedbf4fc7
[MINOR] Fix handling of default configuration file SystemDS-config.xml
[ { "change_type": "ADD", "old_path": null, "new_path": "conf/SystemDS-config.xml", "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 information\n+ * regarding ...
Java
Apache License 2.0
apache/systemds
[MINOR] Fix handling of default configuration file SystemDS-config.xml
49,738
19.04.2019 22:31:07
-7,200
4ac0d2c1819fb48c87d71b384bddaadaabcc4ad3
[MINOR] Fix handling of configuration file SystemDS-config.xml, II
[ { "change_type": "MODIFY", "old_path": "conf/SystemDS-config.xml", "new_path": "conf/SystemDS-config.xml", "diff": "<root>\n<!-- local fs tmp working directory-->\n- <sysml.localtmpdir>/tmp/systemml</sysml.localtmpdir>\n+ <sysml.localtmpdir>/tmp/systemds</sysml.localtmpdir>\n<!-- hdfs tmp working di...
Java
Apache License 2.0
apache/systemds
[MINOR] Fix handling of configuration file SystemDS-config.xml, II
49,689
25.04.2019 22:20:48
-7,200
7506ed8225359d1a40fc6b0b2962ece28fadb3e2
New scale builtin function Added code to install outliers R package. Scale builtin function, which scales (calculates z-score) and centers an input matrix. The corresponding test routines. Closes closes
[ { "change_type": "ADD", "old_path": null, "new_path": "scripts/builtin/scale.dml", "diff": "+#-------------------------------------------------------------\n+#\n+# Copyright 2019 Graz University of Technology\n+#\n+# Licensed under the Apache License, Version 2.0 (the \"License\");\n+# you may not u...
Java
Apache License 2.0
apache/systemds
[SYSTEMDS-43] New scale builtin function Added code to install outliers R package. Scale builtin function, which scales (calculates z-score) and centers an input matrix. The corresponding test routines. Closes #4, closes #5.
49,738
26.04.2019 15:51:57
-7,200
a5062cd44a22e962db7cdac7eeeaacecb6d8ccb7
Cleanup runtime plan generation from lineage traces Thanks to for pointing out two remaining issues. This patch fixes a missing break statement und cleans up the signature of the recursive HOP DAG creation.
[ { "change_type": "MODIFY", "old_path": "src/main/java/org/tugraz/sysds/runtime/lineage/LineageItemUtils.java", "new_path": "src/main/java/org/tugraz/sysds/runtime/lineage/LineageItemUtils.java", "diff": "@@ -110,18 +110,16 @@ public class LineageItemUtils {\nroot.getInputs().get(0).getId() : root.ge...
Java
Apache License 2.0
apache/systemds
[SYSTEMDS-76] Cleanup runtime plan generation from lineage traces Thanks to @bnyra for pointing out two remaining issues. This patch fixes a missing break statement und cleans up the signature of the recursive HOP DAG creation.
49,738
26.04.2019 17:46:01
-7,200
2ba8863b69f1903de4272edcd535fecd6477383c
New builtin function for obtaining lineage traces
[ { "change_type": "MODIFY", "old_path": "docs/Tasks.txt", "new_path": "docs/Tasks.txt", "diff": "@@ -51,6 +51,7 @@ SYSTEMDS-70 Lineage Tracing and Reuse OK\n* 74 Performance features lineage tracing\n* 75 Reuse cache based on lineage traces\n* 76 Generate runtime plan from lineage trace OK\n+ * 77 Ne...
Java
Apache License 2.0
apache/systemds
[SYSTEMDS-77] New builtin function for obtaining lineage traces
49,689
22.05.2019 22:22:04
-7,200
32ae11e55fe293725c5f91aef8de66f0267090b5
New time builtin function for time measurements Closes
[ { "change_type": "MODIFY", "old_path": "docs/Tasks.txt", "new_path": "docs/Tasks.txt", "diff": "@@ -63,3 +63,6 @@ SYSTEMDS-100 Various Fixes\n* 103 Fix handling of builtin functions w/ matching udfs OK\n* 104 Fix failing tests due to incorrect parfor parameters OK\n* 105 Fix all application/function...
Java
Apache License 2.0
apache/systemds
[SYSTEMDS-111] New time builtin function for time measurements Closes #8.
49,738
07.06.2019 18:51:57
-7,200
f4fa565013de13270df05dd37610382ca80f7354
[MINOR][SYSTEMDS-43] Cleanup scale builtin function (readability)
[ { "change_type": "MODIFY", "old_path": "docs/Tasks.txt", "new_path": "docs/Tasks.txt", "diff": "@@ -34,6 +34,8 @@ SYSTEMDS-40 Preprocessing builtins\n* 43 Add new scale builtin function OK\n* 44 SotA normalization primitives\n* 45 SotA outlier detection primitives\n+ * 46 Generalization of quantiles...
Java
Apache License 2.0
apache/systemds
[MINOR][SYSTEMDS-43] Cleanup scale builtin function (readability)
49,738
07.06.2019 19:28:50
-7,200
9fdee62d3347139b83bc7d3780464c63d9c84830
New normalize builtin function (dml-bodied) This patch makes adds a preprocessing builtin function 'normalize' to scale the individual features to [0,1] range.
[ { "change_type": "MODIFY", "old_path": "docs/Tasks.txt", "new_path": "docs/Tasks.txt", "diff": "@@ -35,7 +35,7 @@ SYSTEMDS-40 Preprocessing builtins\n* 44 SotA normalization primitives\n* 45 SotA outlier detection primitives\n* 46 Generalization of quantiles\n-\n+ * 47 Add new normalize builtin func...
Java
Apache License 2.0
apache/systemds
[SYSTEMDS-47] New normalize builtin function (dml-bodied) This patch makes adds a preprocessing builtin function 'normalize' to scale the individual features to [0,1] range.
49,692
08.06.2019 14:39:17
-7,200
d0c123f30f06baf9e2af93a5bc83b7f84747de07
Extended lineage deduplication for nested loops Closes
[ { "change_type": "MODIFY", "old_path": "src/main/java/org/tugraz/sysds/runtime/controlprogram/ForProgramBlock.java", "new_path": "src/main/java/org/tugraz/sysds/runtime/controlprogram/ForProgramBlock.java", "diff": "@@ -34,6 +34,7 @@ import org.tugraz.sysds.runtime.instructions.Instruction;\nimport ...
Java
Apache License 2.0
apache/systemds
[SYSTEMDS-73] Extended lineage deduplication for nested loops Closes #10.
49,692
13.06.2019 17:05:24
-7,200
8a3264baded9092c61ab67ffb6271acd846c06ce
Lineage tracing support for MultiReturnInstructions Closes
[ { "change_type": "MODIFY", "old_path": "src/main/java/org/tugraz/sysds/runtime/instructions/cp/ComputationCPInstruction.java", "new_path": "src/main/java/org/tugraz/sysds/runtime/instructions/cp/ComputationCPInstruction.java", "diff": "@@ -76,7 +76,7 @@ public abstract class ComputationCPInstruction...
Java
Apache License 2.0
apache/systemds
[SYSTEMDS-71] Lineage tracing support for MultiReturnInstructions Closes #11.
49,693
12.07.2019 12:10:39
-7,200
9873707843ab578f0bdeddd2e5fe0ee767f39923
New image data augmentation builtin functions image processing operations brightness, crop, mirror and their respective junit tests Closes
[ { "change_type": "MODIFY", "old_path": "docs/Tasks.txt", "new_path": "docs/Tasks.txt", "diff": "@@ -70,4 +70,5 @@ SYSTEMDS-100 Various Fixes\nSYSTEMDS-110 New Builtin Functions\n* 111 Time builtin function for script-level measurements OK\n+ * 112 Image data augmentation builtin functions OK\n" },...
Java
Apache License 2.0
apache/systemds
[SYSTEMDS-112] New image data augmentation builtin functions image processing operations brightness, crop, mirror and their respective junit tests Closes #12.
49,738
12.07.2019 16:54:26
-7,200
58adaeb309bfa666ebd6c6900fa295b176cae7b7
[MINOR] Cleanup unnecessary mapreduce dependencies from pom.xml
[ { "change_type": "MODIFY", "old_path": "pom.xml", "new_path": "pom.xml", "diff": "<artifactId>hadoop-client</artifactId>\n<version>${hadoop.version}</version>\n</dependency>\n- <dependency>\n- <groupId>org.apache.hadoop</groupId>\n- <artifactId>hadoop-mapreduce-client-app</artifactId>\n- <version>${...
Java
Apache License 2.0
apache/systemds
[MINOR] Cleanup unnecessary mapreduce dependencies from pom.xml
49,738
12.07.2019 17:20:50
-7,200
5cbef26f3cff767e860c66693bdf4924e78dac43
[MINOR] Remove R dev/package installation from travis config
[ { "change_type": "MODIFY", "old_path": ".travis.yml", "new_path": ".travis.yml", "diff": "@@ -23,22 +23,22 @@ jdk:\n- openjdk8\naddons:\n- apt:\n- sources:\n- - r-packages-trusty\n- packages:\n- - r-base-dev\n+# apt:\n+# sources:\n+# - r-packages-trusty\n+# packages:\n+# - r-base-dev\ncache:\napt: t...
Java
Apache License 2.0
apache/systemds
[MINOR] Remove R dev/package installation from travis config
49,738
12.07.2019 21:05:07
-7,200
5afef483376bd83d326a6f6128a6d8bfe96ccbdc
[MINOR] Various fixes of testcases (num jobs, ext functions)
[ { "change_type": "MODIFY", "old_path": "docs/Tasks.txt", "new_path": "docs/Tasks.txt", "diff": "@@ -74,4 +74,4 @@ SYSTEMDS-110 New Builtin Functions\nSYSTEMDS-120 Performance Features\n* 121 Avoid spark context creation on parfor result merge OK\n- * 122 Reduce thread contention on parfor left index...
Java
Apache License 2.0
apache/systemds
[MINOR] Various fixes of testcases (num jobs, ext functions)
49,738
12.07.2019 22:11:45
-7,200
506cc9bae9a6a6135233d85cd84825a3963bb936
Fix namespace handling of dml-bodied builtin functions This patch fixes issues with using multiple dml-bodied builtin functions in the same script. So far the default namespace was bound to the first dml-bodied function file path. Now, we properly handle the file paths for the default namespace separately.
[ { "change_type": "MODIFY", "old_path": "src/main/java/org/tugraz/sysds/common/Builtins.java", "new_path": "src/main/java/org/tugraz/sysds/common/Builtins.java", "diff": "@@ -27,7 +27,8 @@ import java.util.HashMap;\n* builtin functions.\n*\n* To add a new builtin script function, simply add the defin...
Java
Apache License 2.0
apache/systemds
[SYSTEMDS-11] Fix namespace handling of dml-bodied builtin functions This patch fixes issues with using multiple dml-bodied builtin functions in the same script. So far the default namespace was bound to the first dml-bodied function file path. Now, we properly handle the file paths for the default namespace separately.
49,693
12.07.2019 22:32:35
-7,200
7ea8c97f53e892c031498c12a6c2e06004582e04
[SYSTEMDS-112,122] Additional parfor image data augmentation tests parfor test on image operations mirror, brightness using synthetic data Closes
[ { "change_type": "ADD", "old_path": null, "new_path": "src/test/java/org/tugraz/sysds/test/functions/parfor/ParForImageBrightnessTest.java", "diff": "+/*\n+ * Copyright 2019 Graz University of Technology\n+ *\n+ * Licensed under the Apache License, Version 2.0 (the \"License\");\n+ * you may not use...
Java
Apache License 2.0
apache/systemds
[SYSTEMDS-112,122] Additional parfor image data augmentation tests parfor test on image operations mirror, brightness using synthetic data Closes #15.
49,738
13.07.2019 20:44:47
-7,200
1db990fb5aa051be01db8b51dc3ac240b375b5e7
Fix namespace handling of dml-bodied builtins, part 2 This patch now also fixes issues with dml-bodied builtin functions calling other dml-bodied builtin functions.
[ { "change_type": "MODIFY", "old_path": "src/main/java/org/tugraz/sysds/parser/DMLProgram.java", "new_path": "src/main/java/org/tugraz/sysds/parser/DMLProgram.java", "diff": "@@ -34,7 +34,6 @@ public class DMLProgram\nprivate HashMap<String, FunctionStatementBlock> _functionBlocks;\nprivate HashMap<S...
Java
Apache License 2.0
apache/systemds
[SYSTEMDS-11] Fix namespace handling of dml-bodied builtins, part 2 This patch now also fixes issues with dml-bodied builtin functions calling other dml-bodied builtin functions.
49,738
14.07.2019 19:07:17
-7,200
1b9e23883b36aa54b5988fc55a715e41b2812230
Improved IPA and size inference w/ ops on empty matrices
[ { "change_type": "MODIFY", "old_path": "src/main/java/org/tugraz/sysds/hops/AggBinaryOp.java", "new_path": "src/main/java/org/tugraz/sysds/hops/AggBinaryOp.java", "diff": "@@ -288,7 +288,7 @@ public class AggBinaryOp extends MultiThreadedHop\n// * All matrix multiplications internally use dense outp...
Java
Apache License 2.0
apache/systemds
[SYSTEMDS-18] Improved IPA and size inference w/ ops on empty matrices
49,738
14.07.2019 20:30:11
-7,200
e3cb9ff4379448788d8410a5375c7dadb5da0932
[MINOR] Fix various tests (cumagg, ipa, indexing, rand, mmchain)
[ { "change_type": "MODIFY", "old_path": "src/main/java/org/tugraz/sysds/runtime/controlprogram/Program.java", "new_path": "src/main/java/org/tugraz/sysds/runtime/controlprogram/Program.java", "diff": "package org.tugraz.sysds.runtime.controlprogram;\nimport java.util.ArrayList;\n-import java.util.Arr...
Java
Apache License 2.0
apache/systemds
[MINOR] Fix various tests (cumagg, ipa, indexing, rand, mmchain)