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Posted to dev@ignite.apache.org by "Oleg Ignatenko (JIRA)" <ji...@apache.org> on 2017/09/15 11:25:00 UTC
[jira] [Created] (IGNITE-6394) Can't create off-heap matrix with
size over 2 Gb (int overflow in DenseOffHeapMatrixStorage.allocateMemory)
Oleg Ignatenko created IGNITE-6394:
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Summary: Can't create off-heap matrix with size over 2 Gb (int overflow in DenseOffHeapMatrixStorage.allocateMemory)
Key: IGNITE-6394
URL: https://issues.apache.org/jira/browse/IGNITE-6394
Project: Ignite
Issue Type: Bug
Components: ml
Reporter: Oleg Ignatenko
Assignee: Yury Babak
In order to reproduce, try to create off-heap matrix with size larger than 2Gb, eg like this:
{code}new DenseLocalOffHeapMatrix(17_000, 17_000){code}
Above fails:
{noformat}
java.lang.IllegalArgumentException: null
at sun.misc.Unsafe.allocateMemory(Native Method)
at org.apache.ignite.internal.util.GridUnsafe.allocateMemory(GridUnsafe.java:1068)
at org.apache.ignite.ml.math.impls.storage.matrix.DenseOffHeapMatrixStorage.allocateMemory(DenseOffHeapMatrixStorage.java:219)
...
{noformat}
(you may need to allow Java get more than 2Gb off-heap memory for that with VM argument like {{-XX:MaxDirectMemorySize=1000g}})
The reason for failure is that int arguments aren't converted to long prior to multiplying in {{DenseOffHeapMatrixStorage.allocateMemory}}:
{code}ptr = GridUnsafe.allocateMemory((long)rows * cols * Double.BYTES);{code}
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