Mike Dusenberry created SYSTEMML-1077:
-----------------------------------------
Summary: Max Pooling Null Pointer
Key: SYSTEMML-1077
URL: https://issues.apache.org/jira/browse/SYSTEMML-1077
Project: SystemML
Issue Type: Bug
Reporter: Mike Dusenberry
Currently, if a matrix of all zeros is passed into `max_pool`, a null pointer
exception will be raised.
{code}
script = """
N = 2
C = 3
Hin = 10
Win = 10
f = 2
stride = 2
X = matrix(0, rows=N, cols=C*Hin*Win)
out = max_pool(X, input_shape=[N,C,Hin,Win], pool_size=[f,f],
stride=[stride,stride], padding=[0,0])
"""
script = dml(script).output("out")
out = ml.execute(script).get("out")
out.toDF().collect()
{code}
{code}
Caused by: org.apache.sysml.runtime.DMLRuntimeException: Error while executing
multi-threaded MaxPooling_Forward
at
org.apache.sysml.runtime.matrix.data.LibMatrixDNN.runParallelConvTask(LibMatrixDNN.java:889)
at
org.apache.sysml.runtime.matrix.data.LibMatrixDNN.runConvTask(LibMatrixDNN.java:849)
at
org.apache.sysml.runtime.matrix.data.LibMatrixDNN.maxpooling(LibMatrixDNN.java:733)
at
org.apache.sysml.runtime.instructions.cp.ConvolutionCPInstruction.processInstruction(ConvolutionCPInstruction.java:192)
at
org.apache.sysml.runtime.controlprogram.ProgramBlock.executeSingleInstruction(ProgramBlock.java:305)
... 17 more
Caused by: java.util.concurrent.ExecutionException:
java.lang.NullPointerException
at java.util.concurrent.FutureTask.report(FutureTask.java:122)
at java.util.concurrent.FutureTask.get(FutureTask.java:192)
at
org.apache.sysml.runtime.matrix.data.LibMatrixDNN.runParallelConvTask(LibMatrixDNN.java:883)
... 21 more
Caused by: java.lang.NullPointerException
at
org.apache.sysml.runtime.matrix.data.LibMatrixDNN.doPooling(LibMatrixDNN.java:756)
at
org.apache.sysml.runtime.matrix.data.LibMatrixDNN.access$000(LibMatrixDNN.java:41)
at
org.apache.sysml.runtime.matrix.data.LibMatrixDNN$ConvTask.call(LibMatrixDNN.java:912)
at java.util.concurrent.FutureTask.run(FutureTask.java:266)
at
java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1142)
at
java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:617)
... 1 more
{code}
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