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NativeResource Management in Scala - #12647

Merged

nswamy merged 21 commits into

apache:masterfrom

nswamy:using-handle

Oct 19, 2018

Commits on Oct 12, 2018

add Generic MXNetHandle trait and MXNetHandlePhantomRef class that will be used by all MXNetObjects
nswamy
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db87a2b
use nswamy@ personal repo for mac testing
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cba8a43
Generic Handle with AutoCloseable
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34106a4
add NativeResource and NativeResourceManager with Periodic GC calling
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373ac78
use NativeResource trait in NDArray, Symbol and Executor
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e0016d7
add run train mnist script
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5cd3cd3
create a Generic ResourceScope that can collect all NativeResources to dispose at the end
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ef4bfe8
modify NativeResource and ResourceScope, extend NativeResource in NDArray, Symbol and Executor
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c04e4f0
remove GCExecutor
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bb36934
deRegister PhantomReferences by when calling dispose()
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9d92dc1
add Finalizer(temporary) to NativeResource
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1465717
refactor NativeResource.dispose() method
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e9b4b70
update NativeResource/add Unit Test for NativeResource
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dd294f0
updates to NativeResource/NativeResourceRef and unit tests to NativeResource
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980db5a
remove redundant code added because of the object equality that was needed
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2b0b073
add ResourceScope
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18b1175

Commits on Oct 14, 2018

Fix NativeResource to not remove from Scope, add Unit Tests to ResourceScope
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e2d5c99
cleanup log/print debug statements
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21140cf

Commits on Oct 15, 2018

use TreeSet inplace of ArrayBuffer to speedup removal of resources from ResourceScope
nswamy
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362ae18

Commits on Oct 18, 2018