6943a5f57a
Shugeo lgamma ( #170 )
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* lgamma op. Initial version.
Signed-off-by: shugeo <sgazeos@gmail.com>
* Refactored lgamma op and test.
Signed-off-by: shugeo <sgazeos@gmail.com>
* Lgamma wrapper
* Added TF mapping
Co-authored-by: Alexander Stoyakin <alexander.stoyakin@gmail.com>
2020-01-20 12:29:36 +03:00
c84307a6fe
Small SameDiff execution fix ( #168 )
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* SameDiff exec: Fix for switch op when predicate is constant, and op is inside loop
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* Update ignores for failing zoo models
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2020-01-08 23:57:23 +11:00
29e8e09db6
String changes ( #3 )
...
* initial commit
* additional data types & tensor type
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* next step
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* missing include
* sparse_to_dense
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* few more tests files
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* draft
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* numeric sparse_to_dense
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* comment
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* string sparse_to_dense version
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* CUDA DataBuffer expand
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* few tweaks for CUDA build
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* shape fn for string_split
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* one more comment
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* string_split indices
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* next step
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* test passes
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* few rearrangements for databuffer implementations
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* DataBuffer: move inline methods to common implementations
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* add native DataBuffer to Nd4j presets
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* DataBuffer creation
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* use DataBuffer for allocation
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* cpu databuffer as deallocatable
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* DataBuffer setters for bufers
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* couple of wrappers
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* DataBuffers being passed around
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* Bunch of ByteBuffer-related signatures gone
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* - few more Nd4j signatures removed
- minor fix for bfloat16
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* nullptr pointer is still a pointer, but 0 as address :)
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* one special test
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* empty string array init
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* one more test in cpp
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* memcpy instead of databuffer swap
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* special InteropDataBuffer for front-end languages
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* few tweaks for java
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* pointer/indexer actualization
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* CustomOp returns list for inputArumgents and outputArguments instead of array
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* redundant call
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* print_variable op
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* - view handling (but wrong one)
- print_variable java wrapper
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* one more test
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* - empty arrays handling
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* - deserialization works now
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* minor fix
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* meh
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* one more fix
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* initial cuda commit
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* print_variable message validation
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* CUDA views
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* CUDA special buffer size
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* minor update to match master changes
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* - consider arrays always actual on device for CUDA
- additional PrintVariable constructor
- CudaUtf8Buffer now allocates host buffer by default
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* meh
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* - print_variable now allows print from device
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* InteropDataBuffer data type fix
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* ...
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* disable some debug messages
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* master pulled in
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* couple of new methods for DataBuffer interop
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* java side
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* offsetted constructor
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* new CUDA deallocator
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* CUDA backend torn apart
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* CUDA backend torn apart 2
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* CUDA backend torn apart 3
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* - few new tests
- few new methods for DataBuffer management
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* few more tests + few more tweaks
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* two failing tests
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* one more test
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* two failing tests pass
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* now we pass DataBuffer to legacy ops too
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* Native DataBuffer for legacy ops, Java side
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* CPU java side update
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* CUDA java side update
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* no more prepare/register action on java side
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* NDArray::prepare/register use now accepts vectors
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* InteropDataBuffer now has few more convenience methods
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* java bindings update
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* tick device in NativeOps
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* Corrected usage of OpaqueBuffer for tests.
* Corrected usage of OpaqueBuffer for java tests.
* NativeOpsTests fixes.
* print_variable now returns scalar
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* one more test
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* compat_string_split fix for CUDA
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* - CUDA execScalar fix
- CUDA lazyAllocateHostPointer now checks java indexer/pointer instead of native pointer
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* legacy ops DataBuffer migration prototype
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* ignore device shapeinfo coming from java
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* minor fix
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* minor transformAny fix
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* minor tweak for lazy host allocation
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* - DataBuffer::memcpy method
- bitcast now uses memcpy
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* - IndexReduce CUDA dimension buffer fix
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* views for CPU and CUDA
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* less spam
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* optional memory init
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* async memset
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* - SummaryStats CUDA fix
- DataBuffer.sameUnderlyingData() impl
- execBroadcast fix
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* - reduce3All fix
switch to CUDA 10 temporarily
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* CUDA version
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* proper memory deallocator registration
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* HOST_ONLY workspace allocation
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* temp commit
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* few conflicts resolved
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* few minor fixes
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* one more minor fix
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* NDArray permute should operate on JVM primitives
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* - create InteropDataBuffer for shapes as well
- update pointers after view creation in Java
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* - addressPointer temporary moved to C++
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* CUDA: don't account offset twice
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* CUDA: DataBuffer pointer constructor updated
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* CUDA NDArray.unsafeDuplication() simplified
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* CUDA minor workspace-related fixes
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* CPU DataBuffer.reallocate()
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* print_affinity op
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* print_affinity java side
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* CUDA more tweaks for data locality
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* - compat_string_split tweak
- CudaUtf8Buffer update
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* INDArray.close() mechanic restored
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* one more test fixed
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* - CUDA DataBuffer.reallocate() updated
- cudaMemcpy (synchronous) restored
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* one last fix
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* bad import removed
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* another small fix
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* one special test
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* fix bad databuffer size
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* release primaryBuffer on replace
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* higher timeout
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* disable timeouts
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* dbCreateView now validates offset and length of a view
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* additional validation for dbExpand
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* restore timeout back again
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* smaller distribution for rng test to prevent timeouts
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* CUDA DataBuffer::memcpy now copies to device all the time
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* OpaqueDataBuffer now contains all required methods for interop
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* some javadoc
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* GC on failed allocations
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* minoe memcpu tweak
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* one more bitcast test
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* - NDArray::deviceId() propagation
- special multi-threaded test for data locality checks
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* DataBuffer additional syncStream
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* DataBuffer additional syncStream
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* one ignored test
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* skip host alloc for empty arrays
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* ByteBuffer support is back
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* DataBuffer::memcpy minor fix
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* few minor prelu/bp tweaks
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* nullify-related fixes
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* PReLU fixes (#157 )
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* Build fixed
* Fix tests
* one more ByteBuffer signature restored
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* nd4j-jdbc-hsql profiles fix
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* nd4j-jdbc-hsql profiles fix
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* PReLU weight init fix
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* Small PReLU fix
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* - INDArray.migrate() reactivated
- DataBuffer::setDeviceId(...) added
- InteropDataBuffer Z syncToDevice added for views
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* missed file
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* Small tweak
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* cuda 10.2
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* minor fix
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Co-authored-by: shugeo <sgazeos@gmail.com>
Co-authored-by: Alex Black <blacka101@gmail.com>
Co-authored-by: Alexander Stoyakin <alexander.stoyakin@gmail.com>
2020-01-04 13:27:50 +03:00
53d3bd1269
shallow delete of assign from SDBase. ( #164 )
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Signed-off-by: Robert Altena <Rob@Ra-ai.com>
2020-01-04 15:26:39 +11:00
29104083cc
Various fixes ( #143 )
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* #8568 ArrayUtil optimization
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* #6171 Keras ReLU and ELU support
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Keras softmax layer import
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* #8549 Webjars dependency management
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* Fix for TF import names ':0' suffix issue / NPE
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* BiasAdd: fix default data format for TF import
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* Update zoo test ignores
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* #8509 SameDiff Listener API - provide frame + iteration
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* #8520 ND4J Environment
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* Deconv3d
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* Deconv3d fixes + gradient check
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* Conv3d fixes + deconv3d DType test
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* Fix issue with deconv3d gradinet check weight init
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* #8579 Fix BaseCudaDataBuffer constructor fix for UINT16
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* DataType.isNumerical() returns false for BOOL type
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* #8504 Reduce Spark log spam for tests
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* Clean up DL4J gradient check test spam
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* More Gradient check spam reduction
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* SameDiff test spam reduction
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* Fixes for FlatBuffers mapping
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* SameDiff log spam cleanup
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* Tests should extend BaseNd4jTest
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* Remove debug line in c++ op
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* ND4J test spam cleanup
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* DL4J test spam reduction
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* More Dl4J and datavec test spam cleanup
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* Fix for bad conv3d test
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* Additional test
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* Embedding layers: don't inherit global default activation function
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* Trigger CI
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* Consolidate all BaseDL4JTest classes to single class used everywhere; make timeout configurable per class
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* Test fixes and timeout increases
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* Timeouts and PReLU fixes
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* Restore libnd4j build threads arg for CUDA build
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* Increase timeouts on a few tests to avoid spurious failures on some CI machines
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* More timeout fixes
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* More test timeout fixes
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* Tweak timeout for one more test
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* Final tweaks
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* One more ignore
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2020-01-04 13:45:07 +11:00
010744ef9c
Lu wrapper and tests fixes ( #144 )
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* Tests fixed
* Lu added
* Test fixed
* Default timeout
* Tests timeouts fixed.
* TF import fix
* Timeouts added
* Timeout fixed.
* Test corrected
* rgb and yiq conversion ops added
* Converter ops added
* Header
* Yuv converters
* API added
* Empty test for matmul
* Explanation
* skip gemm/gemv on empty inputs
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* Test added
* Correct test
* one more empty pass-through for mmul
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* Cleanup
* Test added
* Test fixed
* Added missing mapping
* Added missing mapping
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2019-12-30 15:06:12 +03:00
ce02b6fae7
Small fixes ( #140 )
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* Allow scalar op result array auto allocation
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Don't swallow underlying exception for calculateOutputShape execution failures
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* Ignore for known keras failure
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2019-12-21 17:00:46 +11:00
6d8a063c9b
nd4j-tests cleanup ( #137 )
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* Fixed tests
* Invalid test removed
2019-12-20 16:38:33 +03:00
3d8f6d50a1
SameDiff profiler / tracing and profile analysis/comparison ( #133 )
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* Profiler
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* Next steps, polishing, and loading SD/TF format JSON
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* Next steps
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* Profile comparison method
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* Make profiling result writing async to reduce main thread overhead
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* Profiling polishing
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* Fix
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* Profile analyzer fixes
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* Polish
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* Cleanup
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* Small formatting improvement
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* Formatting tweak
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* License headers
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2019-12-19 23:43:58 +11:00
f5068f3980
Added missing Java ops wrappers ( #122 )
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* Timeouts added
* Added some ops
* Ops added
* Fixed tests
* Minor fix
* Some fixes
* Digamma added
* Small fixes
* Timeouts added
* Added some ops
* Ops added
* Fixed tests
* Minor fix
* Some fixes
* Digamma added
* Small fixes
* Fused batch norm fixes-
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Tests switched off.
* Added test for resize_bicubic.
* Eliminated wasted in test of bicubic resize.
* Switched off multithreading explicit.
* HsvToRgb and RgbToHsv added
* Eliminated waste comments and conform proper float constants.
Signed-off-by: shugeo <sgazeos@gmail.com>
* Fixed multithreading with resize_bicubic helper for cpu platform.
Signed-off-by: shugeo <sgazeos@gmail.com>
* ResizeBicubic was fixed.
* Some fixes
* Fix op name
* Validation fixed.
* Clarifications for tests
* Wrappers and small fixes for new ops.
2019-12-19 20:15:48 +11:00
0df1b46c8c
Merge
2019-12-10 15:08:50 +11:00
a5f5ac72b1
reduce bool changes ( #118 )
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* reduce bool changes
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* reduce bool tweaks
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2019-12-09 20:08:59 +03:00
927d591421
ResizeBicubic added ( #117 )
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* ResizeBicubic added
Some fixes.
* Test fixed
* Narrowed argument type changed to boolean
* Clean up
2019-12-09 18:25:39 +11:00
b32dd1bf92
[WIP] resize_bicubic types ( #116 )
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* resize_bicubic: allow more dtypes
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* resize_bicubic: allow less dtypes
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* Refactored resize_bicubic op to full conform with TF1.5 and tests.
* Corrected test to proper data type output.
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* Corrected double input test to float constant outputs.
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* Finished with correction of tests for bicubic interpolated resizes expected.
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* Fixed adjust_contrast ops to allow non-RGB inputs.
Signed-off-by: shugeo <sgazeos@gmail.com>
* Refactored adjust_contrast_v2 to conform with TF one.
Signed-off-by: shugeo <sgazeos@gmail.com>
* AdjustContrast tests activated
* two typos fixed
Signed-off-by: raver119 <raver119@gmail.com>
2019-12-06 18:58:37 +03:00
972fae60dc
Update master ( #8511 )
...
* cleaned up bert iterator tests (#110 )
Signed-off-by: eraly <susan.eraly@gmail.com>
* Various pre-release fixes (#111 )
* Various fixes
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Fix default dtypes for MaxPoolWithArgmax
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Small pre-release tweak (#112 )
* Log UI address on launch as in previous Play-based UI
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Logging level tweak for UI
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* http not https
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* datavec python ensure host (#113 )
* ensure host
* one more host ensure
* info->debug
* [WIP] reverse improvements (#115 )
* initial commit
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* reverse draft
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* reverse kernel
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* reverse kernel
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* 2 micro fixes
Signed-off-by: raver119 <raver119@gmail.com>
* Shugeo resize fix5 (#102 )
* Refactored resize images ops to use TF-like bool args as input.
* Refactored helpers for cpu implementation of resize_bilinear and resize_nearest_neighbor ops.
* Refactored cuda implementation for image.resize_bilinear and image.resize_nearest_neighbor ops helpers.
* Refactored nearest_neighbor resize op.
* Added a pair of tests for special case of resize_bilinear algorithm.
* Fixed issue with resize_bilinear op.
* Refactored cpu implementation for helpers with resize_nearest_neighbor op.
* Final fixed for resize ops to conform TF v.1.5
* Refactored cuda helpers for resize_neares_neighbor op.
* Fixed resize_bilinear to accept proper data.
* Fixed issue with non-float input for resize_bilinear op.
* Refactored cuda helper for resize_bilinear to proper process non-float inputs.
* Added tests for resize_bilinear to int inputs.
* Fixed ResizeBilinear wrapper
* Tests fixed
* Fixed float and bool constant to avoid overflow for some kind of compilers.
* Corrected float constants with float data type.
* Added f suffix for float constants.
* Corrected float constant to avoid overflow with initializing lists.
* Corrected float initializing list with float input.
* Corrected bool constant with initalizing list.
* Corrected float and bool values with initializing lists.
* Fixed wrong constant.
* Fixed issue with 1x1 input picture for resize.
* ResizeBilinear default values on import fix
Signed-off-by: raver119 <raver119@gmail.com>
2019-12-06 11:10:44 +03:00
e7730eded4
delete unused and refactor. ( #8262 )
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Signed-off-by: Robert Altena <Rob@Ra-ai.com>
2019-12-05 22:25:41 -05:00
e09a785232
Shugeo resize fix5 ( #102 )
...
* Refactored resize images ops to use TF-like bool args as input.
* Refactored helpers for cpu implementation of resize_bilinear and resize_nearest_neighbor ops.
* Refactored cuda implementation for image.resize_bilinear and image.resize_nearest_neighbor ops helpers.
* Refactored nearest_neighbor resize op.
* Added a pair of tests for special case of resize_bilinear algorithm.
* Fixed issue with resize_bilinear op.
* Refactored cpu implementation for helpers with resize_nearest_neighbor op.
* Final fixed for resize ops to conform TF v.1.5
* Refactored cuda helpers for resize_neares_neighbor op.
* Fixed resize_bilinear to accept proper data.
* Fixed issue with non-float input for resize_bilinear op.
* Refactored cuda helper for resize_bilinear to proper process non-float inputs.
* Added tests for resize_bilinear to int inputs.
* Fixed ResizeBilinear wrapper
* Tests fixed
* Fixed float and bool constant to avoid overflow for some kind of compilers.
* Corrected float constants with float data type.
* Added f suffix for float constants.
* Corrected float constant to avoid overflow with initializing lists.
* Corrected float initializing list with float input.
* Corrected bool constant with initalizing list.
* Corrected float and bool values with initializing lists.
* Fixed wrong constant.
* Fixed issue with 1x1 input picture for resize.
* ResizeBilinear default values on import fix
Signed-off-by: raver119 <raver119@gmail.com>
2019-12-05 22:05:33 +03:00
2052ce7026
Various pre-release fixes ( #111 )
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* Various fixes
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Fix default dtypes for MaxPoolWithArgmax
Signed-off-by: AlexDBlack <blacka101@gmail.com>
2019-12-05 14:20:03 +11:00
25b3cd9b80
[WIP] CUDA tests ( #95 )
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* one more CI test
Signed-off-by: raver119 <raver119@gmail.com>
* export additional symbols
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* few more tweaks
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* one more tweak for linux
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* fix dtype in few tests
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* missing sync and memset in couple of tests
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* copy step for libnd4j cuda
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* no-op on empty for adjust hue/contrast/saturation
Signed-off-by: raver119 <raver119@gmail.com>
* CUDA_VERBOSE Off
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* BroadcastBool fix + few tests
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* trigger jenkins
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* trigger jenkins
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* - ignore couple of warnings
- remove redundant compiler options
Signed-off-by: raver119 <raver119@gmail.com>
2019-12-02 21:37:21 +03:00
5e152c0d9a
TF import tests - adding missing operations ( #65 )
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* Add and fix mappings.
* Intermediate
* Added and fixed some mappings
* Added op
* Missing constructors added.
* Added new mappings
* SDImage wrappers and minor tweaks.
* Added missing constructor
* Some corrections
* Cleanup
* Small fixes
* Ops wrappers
* Minor fixes.
* Max Pooling
* MaxPoolWithArgmax
* Some fixes
* Ignores for failures
* Some ops fixed.
* Some fixes
* Missing package added
* Some fixes
* Ignored tests fixed.
* Some fixes
* Merge master
* bitcast fix
Signed-off-by: raver119 <raver119@gmail.com>
* Bitcast fixed
2019-12-02 21:23:06 +11:00
2be47082c9
#8470 TrainingConfig json fix for Evaluation instances ( #93 )
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Signed-off-by: AlexDBlack <blacka101@gmail.com>
2019-11-30 20:08:30 +11:00
35ab4a72ba
TF import test resources loading precision fixes ( #92 )
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* Fix precision issues when loading from CSV
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Small tweak
Signed-off-by: AlexDBlack <blacka101@gmail.com>
2019-11-30 18:58:37 +11:00
4fb9fa7748
Add ND4J namespaces ( #83 )
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* Add NDValidation
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Add bitwise namespace
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Math namespace op constructor fixes
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Constructor fixes
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Add Math namespace
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Update NDBitwise
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* Add random namespaces
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* Update
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* NN namespace
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Small cleanup
Signed-off-by: AlexDBlack <blacka101@gmail.com>
2019-11-30 18:39:32 +11:00
d19eeaec52
Shyrma casual conv1d ( #90 )
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* - add causal mode of padding to convolutions
Signed-off-by: Yurii <iuriish@yahoo.com>
* - add additional tests for causal conv1d
Signed-off-by: Yurii <iuriish@yahoo.com>
* - add causal mode for cuda conv kernels
Signed-off-by: Yurii <iuriish@yahoo.com>
* Java side of Conv1D changes
Signed-off-by: raver119 <raver119@gmail.com>
* Add Conv1DDerivative op
Signed-off-by: Alex Black <blacka101@gmail.com>
* Causal Conv1D gradient checks
Signed-off-by: Alex Black <blacka101@gmail.com>
* Tweaks
Signed-off-by: Alex Black <blacka101@gmail.com>
* - add causal padding mode to conv2d_bp
Signed-off-by: Yurii <iuriish@yahoo.com>
* More thorough causal conv1d tests
Signed-off-by: Alex Black <blacka101@gmail.com>
2019-11-29 14:14:30 +03:00
5e07998e59
Add support for CUDA 10.2 ( #89 )
2019-11-29 16:31:03 +11:00
abd2017a0a
Add ignore for known issue with non_max_suppression_v2/float16 test ( #85 )
...
Signed-off-by: AlexDBlack <blacka101@gmail.com>
2019-11-27 16:35:05 +11:00
aa44fd6850
one more BitCast test
...
Signed-off-by: raver119 <raver119@gmail.com>
2019-11-25 08:52:11 +03:00
e910ce75ec
Various Fixes ( #75 )
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* #8431 Cast loss function weights array automatically
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Add 'regex verbose mode' printing (ExecDebugListener) for TFGraphTestAllSameDiff'
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Class import mapping fix
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Reshape fixes
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Don't swallow first exception in NativeOpExecutioner.exec(CustomOp)
Signed-off-by: AlexDBlack <blacka101@gmail.com>
2019-11-23 20:06:12 +11:00
4a2fedf3e7
DL4J: Add Sparse multi-class cross entropy loss function ( #72 )
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* #8432 Add sparse mcxent loss
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Fixes for LossSparseMCXENT
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* add simple debugging listener for SameDiff exec debugging
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Extra gradient check + header polishing
Signed-off-by: AlexDBlack <blacka101@gmail.com>
2019-11-22 18:54:31 +11:00
064a56ccf1
Few fixes ( #66 )
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* skip legacy transforms execution in case of empty input arrays
Signed-off-by: raver119 <raver119@gmail.com>
* - BroadcastBool ops now accept extraParams to make MatchCondition possible
- TrueBroadcastHelper now uses samediff::threads
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* java side
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* trigger jenkins
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* update LessThanOrEqual opNum mapping
Signed-off-by: raver119 <raver119@gmail.com>
* update LessThanOrEqual opNum mapping
Signed-off-by: raver119 <raver119@gmail.com>
2019-11-21 15:43:03 +03:00
83cb0d9329
[WIP] Create and small fix ( #67 )
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* - create op
- skip exec for empty inputs for non_max_suppression
- EmptyHandling idea
Signed-off-by: raver119 <raver119@gmail.com>
* Create op and mapping for it
Signed-off-by: raver119 <raver119@gmail.com>
2019-11-21 13:31:20 +03:00
da1944e8e1
SameDiff TF import ( #49 )
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* Added implementation files for image_resize and resize_bicubic ops.
* Image resize and image.resize_bicubic ops implementation. Initial revision.
* Minor fix
* Some TF imports disabled.
* Finished with infrastructure development for image.resize_bilinear op and image_resizo op implementation.
* Refactored resize methods.
* Added processing for Mitchelcubic algorithm.
* adjust_contrast
* Small fix for TF import expected value loading when variable name starts with the test name
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Tests
* Tests added.
* Removed tf names absent in mapping.
* Some fixes.
* Small fixes
* Minor change
* Some failing tests.
* Disable failed test
* Ignore some tests
* Fix import class mapping
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Fix float property mapping (flatbuffers)
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Override equality function for model 'dropout'
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Fail tests
* Failed tests ignored temporarily.
* Minor fixes
* Small fix
* Conflict resolved
* Default implementations of tensorflowName and onnxName
2019-11-19 22:44:29 +11:00
1780dcc883
[WIP] Small fixes here and there ( #50 )
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* one range test
Signed-off-by: raver119 <raver119@gmail.com>
* few Context convenience singatures
Signed-off-by: raver119 <raver119@gmail.com>
* one more range test
Signed-off-by: raver119 <raver119@gmail.com>
* "range" "fix"
Signed-off-by: raver119 <raver119@gmail.com>
* adjuct_contrast_v2 now allows scale factor to be provided via input_variable
Signed-off-by: raver119 <raver119@gmail.com>
* adjust_contrast now allows scale factor as variable too
Signed-off-by: raver119 <raver119@gmail.com>
* bitcast shape tests
Signed-off-by: raver119 <raver119@gmail.com>
* BitCast import dtype added
Signed-off-by: raver119 <raver119@gmail.com>
* few more BitCast signatures
Signed-off-by: raver119 <raver119@gmail.com>
2019-11-15 17:04:29 +03:00
47d19908f4
Various fixes ( #43 )
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* #8172 Enable DL4J MKLDNN batch norm backward pass
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* #8382 INDArray.toString() rank 1 brackets / ambiguity fix
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* #8308 Fix handful of broken links (inc. some in errors)
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Unused dependencies, round 1
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Unused dependencies, round 2
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Unused dependencies, round 3
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Small fix
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Uniform distribution TF import fix
Signed-off-by: AlexDBlack <blacka101@gmail.com>
2019-11-14 19:38:20 +11:00
18c01f5bdc
Add SameDiff memory reuse memory manager (array cache) ( #39 )
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* Attention op comments
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* ArrayCacheMemoryMgr - first pass
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Tweak array cache for use with SameDiff identity arrays
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* ArrayCacheMemoryMgr javadoc and properly get max memory
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* LRU cache policy + add tests
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Fixes
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Resize arrays internally if required for ArrayCacheMemoryMgr
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Test improvement
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Small polish
Signed-off-by: AlexDBlack <blacka101@gmail.com>
2019-11-12 21:15:44 +11:00
0107fb10ab
Merge remote-tracking branch 'konduit/master'
2019-11-08 18:11:45 +11:00
2f84ea666d
Uniform distribution op tweaks + 'specified output dtype' constructor ( #38 )
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* Uniform distribution op tweaks + 'specified output dtype' constructor
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Validation tweak
Signed-off-by: AlexDBlack <blacka101@gmail.com>
2019-11-08 18:08:25 +11:00
24980efde3
Fix LogSumExp along dimension ( #35 )
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Signed-off-by: AlexDBlack <blacka101@gmail.com>
2019-11-07 23:36:15 +11:00
52c9918c6f
Testing slice and concat ( #8362 )
2019-11-07 14:47:37 +11:00
948ebef41c
Op Fixes ( #28 )
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* #8280 biasadd_bp nchw arg fixes (java side) + test
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* #8285 Concat op Java side fixes
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Concat op cpp fix - allow dynamic axis to be negative, same as static axis
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* ignores for deconv3d import tests until deconv3d_tf op is implemented
Signed-off-by: AlexDBlack <blacka101@gmail.com>
2019-11-05 00:05:04 +11:00
2844f8b69a
Merge remote-tracking branch 'konduit/master'
2019-11-02 19:00:47 +11:00
9efd811508
Use DL4J workspaces for SameDiff layers in MLN/CG ( #23 )
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* #8329 DL4J workspace integration for SameDiff layers
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Fix bug for Nd4j.createUninitializedDetached for scalars (length 0 shape array)
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* SameDiff output layer, graph vertex, various fixes
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Javadoc
Signed-off-by: AlexDBlack <blacka101@gmail.com>
2019-11-02 17:42:01 +11:00
d82877b18b
Various SameDiff fixes ( #21 )
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* MKLDNN LSTM forward implementation (disabled pending #8331 )
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* #8318 add SameDiff.calculateGradientsAndOutputs
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Disable mkldnn backprop for now - pending fix, issue #8335
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* #8337 Fix CudaExecutioner unnecessary result array allocation/replacement
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Small FlatBuffers serde fix, UInt8
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* #8135 ImagePreProcessingScaler - add segmentation support
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* #8319 Ensure listeners are called when they are supposed to be called
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* #8214 UNet (non-pretrained) last conv layer kernal size fix
Signed-off-by: AlexDBlack <blacka101@gmail.com>
2019-11-02 11:25:53 +11:00
45a40c8a89
DL4J/ND4J: Do pass on integer casts ( #15 )
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* Int cast fixes.
* Revert "Int cast fixes."
This reverts commit aa36e8ca
* Int casts
* Int cast
* Int casts
* Get rid of int casts. Dropping deprecated aggregate ops.
* java scatterUpdate changes
Signed-off-by: raver119 <raver119@gmail.com>
* c++ scatterUpdate changes
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* Remove aggregated ops.
* Restored test
* Tests restored.
* Minor fixes
2019-10-31 11:23:09 +02:00
5a4d2e8b31
[WIP] SVD ( #16 )
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* - new SVD constructor
- OrthogonalDistribution now uses SVD custom op
Signed-off-by: raver119 <raver119@gmail.com>
* shapes fixed
Signed-off-by: raver119 <raver119@gmail.com>
2019-10-28 12:31:01 +03:00
d333d29099
SameDiff cleanup and fixes ( #12 )
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* #8160 Remove resolvePrepertiesFromSameDiffBeforeExecution
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* SameDiff API cleanup
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* More SameDiff cleanup
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Small fixes
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* #8248 Switch SameDiff variable init from lazy to creation time for more predictable behaviour
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* #8252 TanhDerivative javadoc
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* #8225 Deconvolution2D input validation
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* #8265 Switch SameDiff.outputs() to user settable, instead of unreliable 'best guess'
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* #8224 SameDiff.zero and .one create constants, not variables
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* More cleanup and fixes
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* Small test fix
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Small fix
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* DL4J SameDiff fixes
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* Re-add hack for Deconvolution2DLayer until #8315 is resolved
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* #8270 Move CUDA device/version logging to Java; can be disabled via existing org.nd4j.log.initialization system property
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* All ND4J init logging checks system property
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Small tweak
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Remove redundant device logging
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* One more fix
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* UX improvements
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* Deconv fix
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Add deconv tests
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* Cleanup
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Remove debug code
Signed-off-by: AlexDBlack <blacka101@gmail.com>
2019-10-26 12:38:08 +11:00
3f0b4a2d4c
SameDiff execution, TF and memory management overhaul ( #10 )
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* SameDiff execution memory management improvements, round 1
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Round 2
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Round 3
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Clear node outputs closed array references; Slight change to OpValidation internals to not rely on cached op outputs
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* Next steps
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* Next step
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* Cleanup
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* More polish
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* Fix
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* Add WeakIdentityHashmap
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* Session fixes for control ops and next steps
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* More fixes
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* Fixes
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* First steps for training session + in-line updating
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* Next steps
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* Fix losses and history during training
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* More fixes
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* BiasAdd and other fixes
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* Don't use SDVariable.getArr() in TFGraphTestAllHelper (import tests)
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* Small fix
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* Cleanup
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* First steps for new dependency tracking approach
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* Start integrating dependency tracking for memory management
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* Non-control op dependency tracking works/passes
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* Switch/merge
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* Next steps
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* Cleanup and next steps
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Small fixes
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Fix issue dependency tracking for initial variables/constants
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Add check for aliases when determining if safe to close array
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* First pass on new TF graph import class
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Import fixes, op fixes
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Cleanup and fixes for new TF import mapper
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* More cleanup
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Partial implementation of new dependency tracker
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Next steps
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* AbstractDependencyTracker for shared code
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Overhaul SameDiff graph execution (dependency tracking)
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* More fixes, cleanup, next steps
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Ad no-op memory manager, cleanup, fixes
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Fix switch dependency tracking
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* INDArray.toString: no exception on closed arrays, just note closed
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Fix enter and exit dependency tracking
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* TensorArray memory management fixes
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Add unique ID for INDArray instances
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Fix memory management for NextIteration outputs in multi-iteration loops
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Remove (now unnecessary) special case handling for nested enters
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Cleanup
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Handle control dependencies during execution; javadoc for memory managers
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Cleanup, polish, code comments, javadoc
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Cleanup and more javadoc
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Add memory validation for all TF import tests - ensure all arrays (except outputs) are released
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Clean up arrays waiting on unexecuted ops at the end of execution
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Fixes for enter op memory managent in the context of multiple non-nested loops/frames
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Fix order of operation issues for dependency tracker
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Always clear op fields after execution to avoid leaks or unintended array reuse
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Small fixes
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Re-implement dtype conversion
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Fix for control dependencies execution (dependency tracking)
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Fix TF import overrides and filtering
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Fix for constant enter array dependency tracking
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* DL4J Fixes
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* More DL4J fixes
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Cleanup and polish
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* More polish and javadoc
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* More logging level tweaks, small DL4J fix
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Small fix to DL4J SameDiffLayer
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Fix empty array deserialization, add extra deserialization checks
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* FlatBuffers control dep serialization fixes; test serialization as part of all TF import tests
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Variable control dependencies serialization fix
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Fix issue with removing inputs for ops
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* FlatBuffers NDArray deserialization fix
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* FlatBuffers NDArray deserialization fix
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Small fix
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Small fix
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Final cleanup/polish
Signed-off-by: AlexDBlack <blacka101@gmail.com>
2019-10-23 21:19:50 +11:00
f31661e13b
Merge pull request #7 from KonduitAI/asto_nd4s_10172019
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KDTree optimization
2019-10-23 12:11:25 +03:00
d5002b14c7
New ops wrappers
2019-10-16 12:59:08 +03:00
b9a4b0f25f
Update links ( #8292 )
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Signed-off-by: AlexDBlack <blacka101@gmail.com>
2019-10-16 12:59:52 +11:00
50b13fadc8
nd4j-api cleanup. ( #8273 )
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* nd4j-api cleanup.
Signed-off-by: Robert Altena <Rob@Ra-ai.com>
* restore deleted schemes.
Signed-off-by: Robert Altena <Rob@Ra-ai.com>
2019-10-08 21:48:22 +11:00
f98f8be7b6
SameDiff ops ( #8247 )
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* update javadocs and a few method signatures
Signed-off-by: Ryan Nett <rnett@skymind.io>
* add PRelu op
Signed-off-by: Ryan Nett <rnett@skymind.io>
* test and fixes
Signed-off-by: Ryan Nett <rnett@skymind.io>
* add PRelu op
Signed-off-by: Ryan Nett <rnett@skymind.io>
* test and fixes
Signed-off-by: Ryan Nett <rnett@skymind.io>
* slightly better test
Signed-off-by: Ryan Nett <rnett@skymind.io>
2019-09-19 11:52:20 +10:00
83d958d536
Sparse matrix refactoring. ( #8238 )
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* remove sparse method from INDArray.
Signed-off-by: Robert Altena <Rob@Ra-ai.com>
* remove gemm
Signed-off-by: Robert Altena <Rob@Ra-ai.com>
* remove useage of n4j.sparseFactory
Signed-off-by: Robert Altena <Rob@Ra-ai.com>
* Nd4j.sparseFactory removed.
Signed-off-by: Robert Altena <Rob@Ra-ai.com>
* sparseNDArray deleted.
Signed-off-by: Robert Altena <Rob@Ra-ai.com>
* iremove more sparse calls and constants.
Signed-off-by: Robert Altena <Rob@Ra-ai.com>
* remove SparseBlasWrapper.
Signed-off-by: Robert Altena <Rob@Ra-ai.com>
* delete BaseSparseBlaswrapper.
Signed-off-by: Robert Altena <Rob@Ra-ai.com>
* remove 3 sparse factory classes.
Signed-off-by: Robert Altena <Rob@Ra-ai.com>
* delete SparseCPULevel.
Signed-off-by: Robert Altena <Rob@Ra-ai.com>
* deletes JcusparseLevel, CUDASparselevel.
Signed-off-by: Robert Altena <Rob@Ra-ai.com>
* delete nativeCPU sparse classes.
Signed-off-by: Robert Altena <Rob@Ra-ai.com>
* removes sparse methods from NDArrayFactory.
Signed-off-by: Robert Altena <Rob@Ra-ai.com>
* more deletes.
Signed-off-by: Robert Altena <Rob@Ra-ai.com>
* delete (ignored) tests. BaseSparseNDArray.
Signed-off-by: Robert Altena <Rob@Ra-ai.com>
* deletes ISparseNDArray.
Signed-off-by: Robert Altena <Rob@Ra-ai.com>
* remove sparse methods from indArray.
Signed-off-by: Robert Altena <Rob@Ra-ai.com>
* deletes sparse classes.
Signed-off-by: Robert Altena <Rob@Ra-ai.com>
2019-09-17 22:56:29 +03:00
979ef13c0b
fix build issues
...
Signed-off-by: raver119 <raver119@gmail.com>
2019-09-13 11:55:13 +03:00
2bd69c004c
[WIP] Fixed signatures. SameDiff tests ( #258 ) ( #8233 )
...
* Fixed signatures. SameDiff tests
Signed-off-by: Alexander Stoyakin <alexander.stoyakin@gmail.com>
* Tests fixed
Signed-off-by: Alexander Stoyakin <alexander.stoyakin@gmail.com>
* Test fixed
Signed-off-by: Alexander Stoyakin <alexander.stoyakin@gmail.com>
* Small fix
Signed-off-by: Alexander Stoyakin <alexander.stoyakin@gmail.com>
* Fixed test
Signed-off-by: Alexander Stoyakin <alexander.stoyakin@gmail.com>
2019-09-12 19:25:03 +03:00
3e73e9b56e
Fixes, cleanup, enable now fixed tests, etc ( #254 )
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Signed-off-by: AlexDBlack <blacka101@gmail.com>
2019-09-11 23:37:24 +10:00
8a05ec2a97
Fix a couple SameDiff training issues ( #253 )
...
* fix execBackwards training issue
Signed-off-by: Ryan Nett <rnett@skymind.io>
* fix validation not specifying outputs
Signed-off-by: Ryan Nett <rnett@skymind.io>
* another fix for validation listeners and history
Signed-off-by: Ryan Nett <rnett@skymind.io>
* tests
Signed-off-by: Ryan Nett <rnett@skymind.io>
* add single batch dataset output methods
Signed-off-by: Ryan Nett <rnett@skymind.io>
2019-09-10 20:38:23 -07:00
b582e69e3b
Small ND4J/SameDiff fixes ( #248 )
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* #8218 Fix Nd4j.hstack rank 1 case
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* #8209 SameDiff: don't allow empty arrays (with 0s in shape) for variables
Signed-off-by: AlexDBlack <blacka101@gmail.com>
2019-09-09 22:54:07 +10:00
87d873929f
Small LapackTest fix ( #240 )
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Signed-off-by: AlexDBlack <blacka101@gmail.com>
2019-09-05 14:25:20 +10:00
79867f5c5a
cleanup SDRNN and rnn ops ( #238 )
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Signed-off-by: Ryan Nett <rnett@skymind.io>
2019-09-05 12:25:03 +10:00
f25e3e71e5
remove lengthLong ( #236 )
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Signed-off-by: Robert Altena <Rob@Ra-ai.com>
2019-09-05 11:19:38 +10:00
e9454b8882
SDCNN cleanup pass ( #230 )
...
* SDCNN cleanup
Signed-off-by: Ryan Nett <rnett@skymind.io>
* NonNull annotations
Signed-off-by: Ryan Nett <rnett@skymind.io>
* better javadoc, NonNull fix for sconv
Signed-off-by: Ryan Nett <rnett@skymind.io>
* update builders to fix names
Signed-off-by: Ryan Nett <rnett@skymind.io>
* fixes
Signed-off-by: Ryan Nett <rnett@skymind.io>
* even more fixes
Signed-off-by: Ryan Nett <rnett@skymind.io>
* fix for null bias
Signed-off-by: Ryan Nett <rnett@skymind.io>
2019-09-04 00:44:01 -07:00
82c9dc5743
ELU fix ( #219 )
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Signed-off-by: AlexDBlack <blacka101@gmail.com>
2019-09-02 18:37:05 +10:00
b71c993ded
[WIP] maxpool_bp cuda fix ( #212 )
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* one test for alex
Signed-off-by: raver119 <raver119@gmail.com>
* fix
Signed-off-by: raver119 <raver119@gmail.com>
* get rid of safety offset in cpp
Signed-off-by: raver119 <raver119@gmail.com>
* bfloat16
Signed-off-by: raver119 <raver119@gmail.com>
* minor test rearrangement to fastpath launch
Signed-off-by: raver119 <raver119@gmail.com>
* - atomicAdd/Mul/Div fix for float16/bfloat16 misalignment
- one special test for maxpoolbp java
- safety offset of 8 bytes is back to libnd4j legacy
Signed-off-by: raver119 <raver119@gmail.com>
2019-08-31 20:57:05 +03:00
54e320a255
javadoc ( #201 )
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Signed-off-by: Robert Altena <Rob@Ra-ai.com>
2019-08-30 22:40:27 +10:00
dcc2baa676
Version upgrades ( #199 )
...
* DataVec fixes for Jackson version upgrade
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* DL4J jackson updates + databind version 2.9.9.3
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Shade snakeyaml along with jackson
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Version fix
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Switch DataVec legacy JSON format handling to mixins
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Next set of fixes
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Cleanup for legacy JSON mapping
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Upgrade commons compress to 1.18; small test fix
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* New Jackson backward compatibility for DL4J - Round 1
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* New Jackson backward compatibility for DL4J - Round 2
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* More fixes, all but legacy custom passing
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Provide an upgrade path for custom layers for models in pre-1.0.0-beta JSON format
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Legacy deserialization cleanup
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Small amount of polish - legacy JSON
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Upgrade guava version
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* IEvaluation legacy format deserialization fix
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Upgrade play version to 2.7.3
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Update nd4j-parameter-server-status to new Play API
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Update DL4J UI for new play version
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* More play framework updates
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Small fixes
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Remove Spark 1/2 adapter code from DataVec
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* datavec-spark dependency cleanup
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* DL4J spark updates, pt 1
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* DL4J spark updates, pt 2
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* DL4J spark updates, pt 3
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* DL4J spark updates, pt 4
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Test fix
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Another fix
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Breeze upgrade, dependency cleanup
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Add Scala 2.12 version to pom.xml
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* change-scala-versions.sh - add scala 2.12, remove 2.10
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Move Spark version properties to parent pom (now that only one spark version is supported)
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* DataVec Play fixes
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* datavec play dependency fixes
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Clean up old spark/jackson stuff
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Cleanup jackson unused dependencies
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Dropping redundant dependency
Signed-off-by: Alexander Stoyakin <alexander.stoyakin@gmail.com>
* Removed scalaxy dependency
Signed-off-by: Alexander Stoyakin <alexander.stoyakin@gmail.com>
* DataVec fixes for Jackson version upgrade
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* DL4J jackson updates + databind version 2.9.9.3
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Shade snakeyaml along with jackson
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Version fix
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Switch DataVec legacy JSON format handling to mixins
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Next set of fixes
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Cleanup for legacy JSON mapping
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Upgrade commons compress to 1.18; small test fix
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* New Jackson backward compatibility for DL4J - Round 1
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* New Jackson backward compatibility for DL4J - Round 2
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* More fixes, all but legacy custom passing
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Provide an upgrade path for custom layers for models in pre-1.0.0-beta JSON format
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Legacy deserialization cleanup
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Small amount of polish - legacy JSON
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Upgrade guava version
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* IEvaluation legacy format deserialization fix
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Upgrade play version to 2.7.3
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Update nd4j-parameter-server-status to new Play API
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Update DL4J UI for new play version
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* More play framework updates
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Small fixes
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Remove Spark 1/2 adapter code from DataVec
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* datavec-spark dependency cleanup
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* DL4J spark updates, pt 1
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* DL4J spark updates, pt 2
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* DL4J spark updates, pt 3
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* DL4J spark updates, pt 4
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Test fix
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Another fix
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Breeze upgrade, dependency cleanup
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Add Scala 2.12 version to pom.xml
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* change-scala-versions.sh - add scala 2.12, remove 2.10
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Move Spark version properties to parent pom (now that only one spark version is supported)
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* DataVec Play fixes
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* datavec play dependency fixes
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Clean up old spark/jackson stuff
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Cleanup jackson unused dependencies
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Add shaded guava
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Dropping redundant dependency
Signed-off-by: Alexander Stoyakin <alexander.stoyakin@gmail.com>
* Removed scalaxy dependency
Signed-off-by: Alexander Stoyakin <alexander.stoyakin@gmail.com>
* Ensure not possible to import pre-shaded classes, and remove direct guava dependencies in favor of shaded
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* ND4J Shaded guava import fixes
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* DataVec and DL4J guava shading
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Arbiter, RL4J fixes
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Build fixed
Signed-off-by: Alexander Stoyakin <alexander.stoyakin@gmail.com>
* Fix dependency
Signed-off-by: Alexander Stoyakin <alexander.stoyakin@gmail.com>
* Fix bad merge
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Jackson shading fixes
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Set play secret, datavec-spark-inference-server
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Fix for datavec-spark-inference-server
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Arbiter fixes
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Arbiter fixes
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Small test fix
Signed-off-by: AlexDBlack <blacka101@gmail.com>
2019-08-30 14:35:27 +10:00
0463ee4eba
Fix backend dependencies for tests ( #189 )
2019-08-29 12:54:48 +09:00
f4860574d7
[WIP] More fixes ( #190 )
...
* Refactored kernels for segment_max/min/sum ops.
* Refactored segment_prod kernels.
* Refactored segment_prod kernels.
* DynamicPartition test
Signed-off-by: raver119 <raver119@gmail.com>
* Addede linear test for dynamic_partition op.
* Refactored test with int datatype.
* some logging
Signed-off-by: raver119 <raver119@gmail.com>
* some logging
Signed-off-by: raver119 <raver119@gmail.com>
* some logging
Signed-off-by: raver119 <raver119@gmail.com>
* dynamicPartition fix
Signed-off-by: raver119 <raver119@gmail.com>
* get rid of some logging
Signed-off-by: raver119 <raver119@gmail.com>
* one more test for dynamic_stitch
Signed-off-by: raver119 <raver119@gmail.com>
* one more test for dynamic_stitch
Signed-off-by: raver119 <raver119@gmail.com>
* empty check for stitch
Signed-off-by: raver119 <raver119@gmail.com>
* minor print changes
Signed-off-by: raver119 <raver119@gmail.com>
2019-08-28 15:38:57 +03:00
2a1431264f
Remove calculate output shape from java side ( #151 )
...
* remove some unneeded java-side output shape calculations
Signed-off-by: Ryan Nett <rnett@skymind.io>
* delete Broadcast
Signed-off-by: Ryan Nett <rnett@skymind.io>
* delete Linear and Module,
Signed-off-by: Ryan Nett <rnett@skymind.io>
* update Identity, HashCode, and NoOp
Signed-off-by: Ryan Nett <rnett@skymind.io>
* removed Cast java-side shape function, added tests and SDVariable.isEmpty
Signed-off-by: Ryan Nett <rnett@skymind.io>
* ignoring test w/ issues on master
Signed-off-by: Ryan Nett <rnett@skymind.io>
* noop needs more work, fixed BaseArithmeticBackprop and BaseDynamicTransform ops
merge in master for c++ build fix
Signed-off-by: Ryan Nett <rnett@skymind.io>
* fix EqualTo
Signed-off-by: Ryan Nett <rnett@skymind.io>
* fix other cond ops
Signed-off-by: Ryan Nett <rnett@skymind.io>
* "fake" ops calculateOutputShape() throws exception
Signed-off-by: Ryan Nett <rnett@skymind.io>
* use c++ shape calc for Linspace
Signed-off-by: Ryan Nett <rnett@skymind.io>
* fix exception message, move most to BaseCompatOp
Signed-off-by: Ryan Nett <rnett@skymind.io>
* remove SDVariable.isEmpty
Signed-off-by: Ryan Nett <rnett@skymind.io>
* remove commented out code
Signed-off-by: Ryan Nett <rnett@skymind.io>
2019-08-27 20:39:32 -07:00
b46f9827b8
Layer norm test updates ( #187 )
...
Signed-off-by: Alex Black <blacka101@gmail.com>
2019-08-28 13:27:00 +10:00
59a6e4e3ae
INDArray refactoring ( #170 )
...
* javadoc
Signed-off-by: Robert Altena <Rob@Ra-ai.com>
* remove javaTensorAlongDimension
Signed-off-by: Robert Altena <Rob@Ra-ai.com>
* wip
Signed-off-by: Robert Altena <Rob@Ra-ai.com>
* javadoc
2019-08-28 12:03:23 +09:00
b472d7d8c8
[WIP] few more fixes ( #182 )
...
* one noop test
Signed-off-by: raver119 <raver119@gmail.com>
* skip input validation for no-input ops
Signed-off-by: raver119 <raver119@gmail.com>
* - one more noop empty test
- one more validation before sync
Signed-off-by: raver119 <raver119@gmail.com>
* typo
Signed-off-by: raver119 <raver119@gmail.com>
* one more validation fix
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* CUDA empty reductions java side
Signed-off-by: raver119 <raver119@gmail.com>
* one svd test
Signed-off-by: raver119 <raver119@gmail.com>
* Corrected segment_mean helpers and added another test.
* Refactored segment_mean kernels to avoid race_condition.
2019-08-27 21:00:38 +03:00
dff599aa8f
Test fix ( #179 )
...
Signed-off-by: Alex Black <blacka101@gmail.com>
2019-08-27 20:43:36 +10:00
dce4751fc1
Layer norm 4d case fixes ( #174 )
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Signed-off-by: AlexDBlack <blacka101@gmail.com>
2019-08-27 18:34:53 +10:00
df84bc7255
[WIP] More tweaks ( #173 )
...
* CUDA empty reduction
Signed-off-by: raver119 <raver119@gmail.com>
* - listdiff synchronization fix for CUDA
- listdiff test
Signed-off-by: raver119 <raver119@gmail.com>
* - IndexReduce ops now allow INDEXING_TYPES output
- topK op accepts only INDEXING_TYPES as output
Signed-off-by: raver119 <raver119@gmail.com>
2019-08-27 10:37:10 +03:00
e92f7218f3
Add new tests ( #171 )
...
Signed-off-by: AlexDBlack <blacka101@gmail.com>
2019-08-27 12:15:56 +10:00
25e5c23eae
[WIP] Error handling ( #169 )
...
* CUDA reverse rewrite + couple of tests
Signed-off-by: raver119 <raver119@gmail.com>
* don't throw exception on invalid pointer
Signed-off-by: raver119 <raver119@gmail.com>
* data types validation for fastpath exec mode + 2 tests
Signed-off-by: raver119 <raver119@gmail.com>
* data types validation for fastpath exec mode + 2 tests
Signed-off-by: raver119 <raver119@gmail.com>
* ismax allowed dtypes tweak
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* lastErrorCode + lastErrorMessage for native exceptions handling
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* exportable ErrorReference
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* check error codes in java
Signed-off-by: raver119 <raver119@gmail.com>
* - consume lastErrorCode
- fast_in dtype validation fix
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* - sg/cb allowed output type change
- minor logging fix for data type validation
Signed-off-by: raver119 <raver119@gmail.com>
2019-08-26 19:57:51 +03:00
bb5fc36e5e
[WIP] ops fixes ( #168 )
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* - correct layer_norm
Signed-off-by: Yurii <yurii@skymind.io>
* - further fix of layer norm
Signed-off-by: Yurii <yurii@skymind.io>
* - correct scatter_upd op
Signed-off-by: Yurii <yurii@skymind.io>
* - correct cuda kernel for histogram_fixed_width op
Signed-off-by: Yurii <yurii@skymind.io>
* - delete comments
Signed-off-by: Yurii <yurii@skymind.io>
* enabled one ignored test
Signed-off-by: raver119 <raver119@gmail.com>
2019-08-26 19:37:05 +03:00
b417ca21bf
Fix for concat op shape function (empty shapes) ( #167 )
...
Signed-off-by: AlexDBlack <blacka101@gmail.com>
2019-08-26 23:10:28 +10:00
d607bec6f9
Small test fixes ( #165 )
...
Signed-off-by: AlexDBlack <blacka101@gmail.com>
2019-08-26 11:45:33 +10:00
f8364997c0
[WIP] maxpool2d_bp fix ( #160 )
...
* one test for maxpool2d_bp
Signed-off-by: raver119 <raver119@gmail.com>
* - maxpool2d_bp cuda fix for NaNs
- streamSync after each custom op execution
Signed-off-by: raver119 <raver119@gmail.com>
2019-08-24 09:20:57 +03:00
f03b0ee78f
[WIP] more fixes ( #159 )
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* Added test for MatrixInverse with double input. Fixed matrixDeterminantKernel.
* Fixed kernels to avoid waste templating.
* Fixed logDeterminant kernel.
* Refactored type check for lup'
* - decrease blockDim value for zeta op
Signed-off-by: Yurii <yurii@skymind.io>
* Added print for compound matrix with CUDA.
* Refactored upper matrix invertion kernels.
* - provide move constructor and move assignment operator for OpArgsHoder class
Signed-off-by: Yurii <yurii@skymind.io>
* Refactored usage of launch context.
* - add test for mergemax
Signed-off-by: Yurii <yurii@skymind.io>
* get rid of AveragingArrayProxy
Signed-off-by: raver119 <raver119@gmail.com>
* Refactoring of LUP inversion.
* Added prints for invertion.
* - add OpArgsHolder copy constructor and assignment operator
Signed-off-by: Yurii <yurii@skymind.io>
* Added test for lower inversion
* - fix bug in upsampling2d/3d_bp op
Signed-off-by: Yurii <yurii@skymind.io>
* Added expensive printfs to kernel.
* Refactored expensive kernel prints.
* Refactored expensive printfs
* - remove nullify
Signed-off-by: Yurii <yurii@skymind.io>
* Eliminated waste prints with tests.
* upsampling2d_bp test
Signed-off-by: raver119 <raver119@gmail.com>
* test updated
Signed-off-by: raver119 <raver119@gmail.com>
2019-08-23 19:20:50 +03:00
99cdf6d42b
- cpu isMax fix for multidim case + test
...
- INDArray.wasClosed() fix for empty array edge case
Signed-off-by: raver119 <raver119@gmail.com>
2019-08-23 18:44:37 +03:00
729dc5e879
[WIP] size etc ( #155 )
...
* one test for size
Signed-off-by: raver119 <raver119@gmail.com>
* - few tests for size op
- size/rank/size_at ops now use p instead of assign
Signed-off-by: raver119 <raver119@gmail.com>
2019-08-23 12:31:12 +03:00
243bf866c4
[WIP] Few fixes ( #153 )
...
* throw exception if op execution failed
Signed-off-by: raver119 <raver119@gmail.com>
* expected for test
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* one more ismax test
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* ismax view fix
Signed-off-by: raver119 <raver119@gmail.com>
2019-08-23 09:00:10 +03:00
80d35377d4
SameDiff cleanup and fixes ( #150 )
...
* Cleanup
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* SDVariable no longer extends DifferentialFunction
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* #8123 Remove cloning library to avoid 'illegal reflective access' warnings
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* #8095 Make Pooling3D abstract, fix flatbuffers serialization issue
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* #8117 WordVectorSerializer deprecated method javadoc
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Small fixes
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Final fixes
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* One more
Signed-off-by: AlexDBlack <blacka101@gmail.com>
2019-08-23 15:09:53 +10:00
930b49e87f
[WIP] DeviceLocalNDArray updates ( #149 )
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* ContextBuffers are released upon device change
Signed-off-by: raver119 <raver119@gmail.com>
* DeviceLocalNDArray updates + tests
Signed-off-by: raver119 <raver119@gmail.com>
* special array for delayed mode
Signed-off-by: raver119 <raver119@gmail.com>
* additional detach()
Signed-off-by: raver119 <raver119@gmail.com>
2019-08-22 20:01:29 +03:00
9c2bfc9863
Various fixes (DL4J, ND4J) ( #147 )
...
* Import fixes, IsMax dtype calc, small test fix
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* SubsamplingLayer fix
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* DL4J - SpaceToBatch layer updates
Signed-off-by: AlexDBlack <blacka101@gmail.com>
2019-08-22 16:16:03 +10:00
ca7e5593ec
ND4J: Remove Nd4j.trueScalar/trueVector ( #145 )
...
* merge conflict.
Signed-off-by: Robert Altena <Rob@Ra-ai.com>
* remove/replace trueVector
Signed-off-by: Robert Altena <Rob@Ra-ai.com>
* wip
Signed-off-by: Robert Altena <Rob@Ra-ai.com>
2019-08-22 10:49:30 +09:00
2b0d7b3b52
[WIP] Various fixes, mostly SameDiff/Nd4j ( #110 )
...
* Nd4j pad update
Signed-off-by: Ryan Nett <rnett@skymind.io>
* switched from guava Immutables to Collections.unmodifiableList/Map
Signed-off-by: Ryan Nett <rnett@skymind.io>
* javadoc
Signed-off-by: Ryan Nett <rnett@skymind.io>
* use new pad
Signed-off-by: Ryan Nett <rnett@skymind.io>
* conv tests use OpValidation
Signed-off-by: Ryan Nett <rnett@skymind.io>
* deconv3d overrides
Signed-off-by: Ryan Nett <rnett@skymind.io>
* test fix for the new pad method
Signed-off-by: Ryan Nett <rnett@skymind.io>
* more test fixes
Signed-off-by: Ryan Nett <rnett@skymind.io>
* more test fixes
Signed-off-by: Ryan Nett <rnett@skymind.io>
* rename SameDiff function methods to op (except for the actual SameDiff function ones)
Signed-off-by: Ryan Nett <rnett@skymind.io>
* more pad overloads, test fix
Signed-off-by: Ryan Nett <rnett@skymind.io>
* test updates
Signed-off-by: Ryan Nett <rnett@skymind.io>
* conv1d test
Signed-off-by: Ryan Nett <rnett@skymind.io>
* remove Conv1D tf import (there isn't a TF conv1d op)
Signed-off-by: Ryan Nett <rnett@skymind.io>
* remove numThreads from Nd4j
Signed-off-by: Ryan Nett <rnett@skymind.io>
* replace Old ops with their newer versions, deprecate ones that haven't already been deprecated
Signed-off-by: Ryan Nett <rnett@skymind.io>
* remove use of setNumThreads
Signed-off-by: Ryan Nett <rnett@skymind.io>
* fix for Reverse and ATan2
Signed-off-by: Ryan Nett <rnett@skymind.io>
* fix test for wrong equals type
Signed-off-by: Ryan Nett <rnett@skymind.io>
* well it works now
Signed-off-by: Ryan Nett <rnett@skymind.io>
* better javadocs
Signed-off-by: Ryan Nett <rnett@skymind.io>
* NonNulls
Signed-off-by: Ryan Nett <rnett@skymind.io>
* better array literal
Signed-off-by: Ryan Nett <rnett@skymind.io>
* re-add tf import stuff (will remove later)
Signed-off-by: Ryan Nett <rnett@skymind.io>
* conv1d config load fix
Signed-off-by: Ryan Nett <rnett@skymind.io>
* partial config usage changes
Signed-off-by: Ryan Nett <rnett@skymind.io>
* remove Old op classes
Signed-off-by: Ryan Nett <rnett@skymind.io>
* config property fixes
Signed-off-by: Ryan Nett <rnett@skymind.io>
* removed one too many ops
Signed-off-by: Ryan Nett <rnett@skymind.io>
2019-08-21 16:40:32 -07:00
77805cb7fa
[WIP] cpu ismax fix ( #137 )
...
* cpu ismax fix
Signed-off-by: raver119 <raver119@gmail.com>
* bunch of smaller scalar tests
Signed-off-by: raver119 <raver119@gmail.com>
2019-08-21 10:12:11 +03:00
269d508ba5
[WIP] cross-device migrations ( #134 )
...
* two more tests fixed
Signed-off-by: raver119 <raver119@gmail.com>
* CUDA device afinity tweaks
Signed-off-by: raver119 <raver119@gmail.com>
* minor tweaks
Signed-off-by: raver119 <raver119@gmail.com>
* prepareAction/registerAction for CustomOps
Signed-off-by: raver119 <raver119@gmail.com>
* lazy allocate host bufer before relocation
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* one special test for migration in cpp
Signed-off-by: raver119 <raver119@gmail.com>
* tests update for msvc
Signed-off-by: raver119 <raver119@gmail.com>
* logging
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* stick to old col2im impl
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* cudaStreams reorganization
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* buffer size fix
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* c++ data migration
Signed-off-by: raver119 <raver119@gmail.com>
* fix CropAndResize test
Signed-off-by: raver119 <raver119@gmail.com>
* - minor improvment
Signed-off-by: Yurii <yurii@skymind.io>
2019-08-20 18:52:41 +03:00
38310777ee
fix for eclipse#8087 ( #129 )
...
* fix for #8087
Signed-off-by: Robert Altena <Rob@Ra-ai.com>
* remove commented code.
Signed-off-by: Robert Altena <Rob@Ra-ai.com>
* removing trueScalar.
Signed-off-by: Robert Altena <Rob@Ra-ai.com>
* wip
Signed-off-by: Robert Altena <Rob@Ra-ai.com>
* wip
Signed-off-by: Robert Altena <Rob@Ra-ai.com>
* wip
Signed-off-by: Robert Altena <Rob@Ra-ai.com>
* remove tueScalar.
Signed-off-by: Robert Altena <Rob@Ra-ai.com>
2019-08-20 15:20:40 +09:00
b8ab1a00b0
- 2 mod tests
...
- ModOp mapping added
Signed-off-by: raver119 <raver119@gmail.com>
2019-08-19 12:57:24 +03:00
aceb915557
[WIP] tests fixes ( #130 )
...
* no openmp for ClipByGlobalNorm
Signed-off-by: raver119 <raver119@gmail.com>
* one more bfloat16 rng test
Signed-off-by: raver119 <raver119@gmail.com>
* assertion fix
Signed-off-by: raver119 <raver119@gmail.com>
* - legacy IsMax gone
- linear IsMax gets shapeInfo argument
Signed-off-by: raver119 <raver119@gmail.com>
* get rid of legacy IsMax tests
Signed-off-by: raver119 <raver119@gmail.com>
* IsMax is custom op now
Signed-off-by: raver119 <raver119@gmail.com>
* more blocks for ismax
Signed-off-by: raver119 <raver119@gmail.com>
* one more test
Signed-off-by: raver119 <raver119@gmail.com>
* - sqrt test
- some legacy code removed from CudaExecutioner
- Transforms.asin tweaks
Signed-off-by: raver119 <raver119@gmail.com>
* - TransformFloat fix
Signed-off-by: raver119 <raver119@gmail.com>
* - ismax fix
- SpaceToBatchND/BatchToSpaceND wrappers
- couple of legacy tests removed
Signed-off-by: raver119 <raver119@gmail.com>
2019-08-19 11:33:15 +03:00
59cba587f4
Nd4j refactoring ( #112 )
...
* refactoring
Signed-off-by: Robert Altena <Rob@Ra-ai.com>
* wip
Signed-off-by: Robert Altena <Rob@Ra-ai.com>
* wip
Signed-off-by: Robert Altena <Rob@Ra-ai.com>
* wip
* fix: make test public.
Signed-off-by: Robert Altena <Rob@Ra-ai.com>
* make test public.
Signed-off-by: Robert Altena <Rob@Ra-ai.com>
* fixes read refactoring.
Signed-off-by: Robert Altena <Rob@Ra-ai.com>
2019-08-15 13:50:52 +09:00
c7277729e9
few fixes for bfloat16 in java and cpp ( #114 )
...
Signed-off-by: raver119 <raver119@gmail.com>
2019-08-14 21:51:42 +03:00
53ca9a76e8
[WIP] multi-device support ( #80 )
...
* fix pad javadoc and @see links. (#72 )
Signed-off-by: Robert Altena <Rob@Ra-ai.com>
* [WIP] More fixes (#73 )
* special tests for ConstantTadHelper/ConstantShapeHelper
Signed-off-by: raver119 <raver119@gmail.com>
* release methods for data buffers
Signed-off-by: raver119 <raver119@gmail.com>
* delete temporary buffer Java side
Signed-off-by: raver119 <raver119@gmail.com>
* delete temporary buffer Java side
Signed-off-by: raver119 <raver119@gmail.com>
* delete temporary TadPack C++/Java side (#74 )
Signed-off-by: raver119 <raver119@gmail.com>
* Zoo model TF import test updates (#75 )
* argLine fix, update compression_gru comment
* updated comment for xception
* undid but commented argLine change
* updated xlnet comment
* copyright headers
* - new NDArray methods like()/ulike() (#77 )
- fix for depthwise_conv2d_bp + special test
Signed-off-by: raver119 <raver119@gmail.com>
* upsampling2d fix CUDA
Signed-off-by: raver119 <raver119@gmail.com>
* DL4J trace logging (#79 )
* MLN/CG trace logging for debugging
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Tiny tweak
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* strided_slice_bp shape fn leak fix
Signed-off-by: raver119 <raver119@gmail.com>
* SameDiff fixes and naming (#78 )
* remove SDVariable inplace methods
* import methods
* npe fix in OpVal
* removed SameDiff inplace ops from tests
* Naming updates, moved to centralized methods in SameDiff, should use op_#:# for everything
* quick fixes
* javadoc
* SDVariable eval with placeholders
* use regex match
* better matching
* initial commit
Signed-off-by: raver119 <raver119@gmail.com>
* initial commit
Signed-off-by: raver119 <raver119@gmail.com>
* fix javadoc. (#76 )
* fix javadoc.
Signed-off-by: Robert Altena <Rob@Ra-ai.com>
* replace most @see with @link s.
Signed-off-by: Robert Altena <Rob@Ra-ai.com>
* 4 additional tests
Signed-off-by: raver119 <raver119@gmail.com>
* launch context reorganization
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* LaunchContext reorganization
Signed-off-by: raver119 <raver119@gmail.com>
* per-device LaunchContext
Signed-off-by: raver119 <raver119@gmail.com>
* Various DL4J/ND4J fixes (#81 )
* #7954 Force refresh of UI when switching tabs on overview page
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* #8017 Concurrent modification exception (synchronize) fix
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* #8033 Don't initialize updater in middle of writing memory crash dump
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* #8208 Fix shape checks for ND4J int[] creator methods
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* #6385 #7992 Keras import naming fixes + cleanup
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* #8016 Upsampling3D - add NDHWC format support
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* ContextBuffers as separate entity
Signed-off-by: raver119 <raver119@gmail.com>
* Refactor NativeOps.h to export C functions
* Actually export functions from NativeOps.h
* Adapt the Java wrappers in ND4J generated with JavaCPP
* Create C wrappers for some of the C++ classes currently used by ND4J
* ContextBuffers as separate entity
Signed-off-by: raver119 <raver119@gmail.com>
* remove duplicate code in createBufferDetached. (#83 )
Signed-off-by: Robert Altena <Rob@Ra-ai.com>
* Keras model import - updater lr fix (#84 )
* Keras model import - updater lr fix
Signed-off-by: eraly <susan.eraly@gmail.com>
* Keras model import - updater lr fix, cleanup
Signed-off-by: eraly <susan.eraly@gmail.com>
* ContextBuffers as separate entity
Signed-off-by: raver119 <raver119@gmail.com>
* ContextBuffers as separate entity
Signed-off-by: raver119 <raver119@gmail.com>
* Fix functions of OpaqueVariablesSet
* thread-local buffers/affinity
Signed-off-by: raver119 <raver119@gmail.com>
* thread safety for LaunchContext
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* more of thread safety
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* one more multi threaded test
Signed-off-by: raver119 <raver119@gmail.com>
* SameDiff Convolution Config validation, better output methods (#82 )
* Conv Config validation & tests
Signed-off-by: Ryan Nett <rnett@skymind.io>
* stackOutputs utility method
Signed-off-by: Ryan Nett <rnett@skymind.io>
* use constructor for validation, support negative kernel sizes (infered from weights)
Signed-off-by: Ryan Nett <rnett@skymind.io>
* better output methods
Signed-off-by: Ryan Nett <rnett@skymind.io>
* move output to be with fit and evaluate
Signed-off-by: Ryan Nett <rnett@skymind.io>
* fixes
Signed-off-by: Ryan Nett <rnett@skymind.io>
* more fixes
Signed-off-by: Ryan Nett <rnett@skymind.io>
* refactor duplicate code from pad methods. (#86 )
* refactor duplicate code from pad methods.
Signed-off-by: Robert Altena <Rob@Ra-ai.com>
* replace switch with if.
Signed-off-by: Robert Altena <Rob@Ra-ai.com>
* Various ND4J/DL4J fixes and improvements (#87 )
* Reshape and reallocate - small fixes
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Reshape and reallocate - small fixes
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* #6488 ElementWiseVertex broadcast support
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Constructors and broadcast supported it Transforms.max/min
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* #8054 ElementWiseVertex now supports broadcast inputs
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* #8057 Nd4j.create overload dtype fix
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* #7551 ND4J Shape validation fix
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* [WIP] Numpy boolean import (#91 )
* numpy bool type
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* numpy bool java side
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* remove create method with unused parameter. (#89 )
* remove create method with unused parameter.
* removed more unused methods.
Signed-off-by: Robert Altena <Rob@Ra-ai.com>
* removing more unused code.
Signed-off-by: Robert Altena <Rob@Ra-ai.com>
* last removal of unused code.
Signed-off-by: Robert Altena <Rob@Ra-ai.com>
* remove createSparse methods. (#92 )
Signed-off-by: Robert Altena <Rob@Ra-ai.com>
* Various ND4J/DL4J fixes (#90 )
* Deprecate Old*Op instances
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* #8063 #8054 Broadcast exceptions + cleanup inplace ops
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Small fix
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Remove bad test condition
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* #7993 Fix shape function issue in crop_and_resize op
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* DL4J SameDiff lambda layer fix
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* #8029 Fix for pnorm backprop math
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* #8038 Fix Op profiler NaN/Inf triggering + add tests (#93 )
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* createUninitializedDetached refactoring. (#94 )
* wip
* update interface, add null implementations.
* Breaking one test in a weird way.
Signed-off-by: Robert Altena <Rob@Ra-ai.com>
* createUninitializedDetached refactored.
Signed-off-by: Robert Altena <Rob@Ra-ai.com>
* cuda build fix for issues introduced by recent refactoring
Signed-off-by: raver119 <raver119@gmail.com>
* [WIP] More of CUDA (#95 )
* initial commit
Signed-off-by: raver119 <raver119@gmail.com>
* Implementation of hashcode cuda helper. Working edition.
* Fixed parallel test input arangements.
* Fixed tests for hashcode op.
* Fixed shape calculation for image:crop_and_resize op and test.
* NativeOps tests. Initial test suite.
* Added tests for indexReduce methods.
* Added test on execBroadcast with NDArray as dimensions.
* Added test on execBroadcastBool with NDArray as dimensions.
* Added tests on execPairwiseTransform and execPairwiseTransofrmBool.
* Added tests for execReduce with scalar results.
* Added reduce tests for non-empty dims array.
* Added tests for reduce3.
* Added tests for execScalar.
* Added tests for execSummaryStats.
* - provide cpu/cuda code for batch_to_space
- testing it
Signed-off-by: Yurii <yurii@skymind.io>
* - remove old test for batch_to_space (had wrong format and numbers were not checked)
Signed-off-by: Yurii <yurii@skymind.io>
* Fixed complilation errors with test.
* Added test for execTransformFloat.
* Added test for execTransformSame.
* Added test for execTransformBool.
* Added test for execTransformStrict.
* Added tests for execScalar/execScalarBool with TADs.
* Added test for flatten.
* - provide cpu/cuda code for space_to_Batch operaion
Signed-off-by: Yurii <yurii@skymind.io>
* Added test for concat.
* comment unnecessary stuff in s_t_b
Signed-off-by: Yurii <yurii@skymind.io>
* Added test for specialConcat.
* Added tests for memcpy/set routines.
* Fixed pullRow cuda test.
* Added pullRow test.
* Added average test.
* - correct typo in NDArray::applyPairwiseTransform(nd4j::pairwise::BoolOps op...)
Signed-off-by: Yurii <yurii@skymind.io>
* - debugging and fixing cuda tests in JavaInteropTests file
Signed-off-by: Yurii <yurii@skymind.io>
* - correct some tests
Signed-off-by: Yurii <yurii@skymind.io>
* Added test for shuffle.
* Fixed ops declarations.
* Restored omp and added shuffle test.
* Added convertTypes test.
* Added tests for execRandom. Eliminated usage of RandomBuffer with NativeOps.
* Added sort tests.
* Added tests for execCustomOp.
* - further debuging and fixing tests terminated with crash
Signed-off-by: Yurii <yurii@skymind.io>
* Added tests for calculateOutputShapes.
* Addded Benchmarks test.
* Commented benchmark tests.
* change assertion
Signed-off-by: raver119 <raver119@gmail.com>
* Added tests for apply_sgd op. Added cpu helper for that op.
* Implement cuda helper for aplly_sgd op. Fixed tests for NativeOps.
* Added test for assign broadcastable.
* Added tests for assign_bp op.
* Added tests for axpy op.
* - assign/execScalar/execTransformAny signature change
- minor test fix
Signed-off-by: raver119 <raver119@gmail.com>
* Fixed axpy op.
* meh
Signed-off-by: raver119 <raver119@gmail.com>
* - fix tests for nativeOps::concat
Signed-off-by: Yurii <yurii@skymind.io>
* sequential transform/scalar
Signed-off-by: raver119 <raver119@gmail.com>
* allow nested parallelism
Signed-off-by: raver119 <raver119@gmail.com>
* assign_bp leak fix
Signed-off-by: raver119 <raver119@gmail.com>
* block setRNG fix
Signed-off-by: raver119 <raver119@gmail.com>
* enable parallelism by default
Signed-off-by: raver119 <raver119@gmail.com>
* enable nested parallelism by default
Signed-off-by: raver119 <raver119@gmail.com>
* Added cuda implementation for row_count helper.
* Added implementation for tnse gains op helper.
* - take into account possible situations when input arrays are empty in reduce_ cuda stuff
Signed-off-by: Yurii <yurii@skymind.io>
* Implemented tsne/edge_forces op cuda-based helper. Parallelized cpu-based helper for edge_forces.
* Added kernel for tsne/symmetrized op heleper.
* Implementation of tsne/symmetrized op cuda helper. Working edition.
* Eliminated waste printfs.
* Added test for broadcastgradientargs op.
* host-only fallback for empty reduce float
Signed-off-by: raver119 <raver119@gmail.com>
* - some tests fixes
Signed-off-by: Yurii <yurii@skymind.io>
* - correct the rest of reduce_ stuff
Signed-off-by: Yurii <yurii@skymind.io>
* - further correction of reduce_ stuff
Signed-off-by: Yurii <yurii@skymind.io>
* Added test for Cbow op. Also added cuda implementation for cbow helpers.
* - improve code of stack operation for scalar case
Signed-off-by: Yurii <yurii@skymind.io>
* - provide cuda kernel for gatherND operation
Signed-off-by: Yurii <yurii@skymind.io>
* Implementation of cbow helpers with cuda kernels.
* minor tests tweaks
Signed-off-by: raver119 <raver119@gmail.com>
* minor tests tweaks
Signed-off-by: raver119 <raver119@gmail.com>
* - further correction of cuda stuff
Signed-off-by: Yurii <yurii@skymind.io>
* Implementatation of cbow op helper with cuda kernels. Working edition.
* Skip random testing for cudablas case.
* lstmBlockCell context fix
Signed-off-by: raver119 <raver119@gmail.com>
* Added tests for ELU and ELU_BP ops.
* Added tests for eq_scalar, gt_scalar, gte_scalar and lte_scalar ops.
* Added tests for neq_scalar.
* Added test for noop.
* - further work on clipbynorm_bp
Signed-off-by: Yurii <yurii@skymind.io>
* - get rid of concat op call, use instead direct concat helper call
Signed-off-by: Yurii <yurii@skymind.io>
* lstmBlockCell context fix
Signed-off-by: raver119 <raver119@gmail.com>
* Added tests for lrelu and lrelu_bp.
* Added tests for selu and selu_bp.
* Fixed lrelu derivative helpers.
* - some corrections in lstm
Signed-off-by: Yurii <yurii@skymind.io>
* operator * result shape fix
Signed-off-by: raver119 <raver119@gmail.com>
* - correct typo in lstmCell
Signed-off-by: Yurii <yurii@skymind.io>
* few tests fixed
Signed-off-by: raver119 <raver119@gmail.com>
* CUDA inverse broadcast bool fix
Signed-off-by: raver119 <raver119@gmail.com>
* disable MMAP test for CUDA
Signed-off-by: raver119 <raver119@gmail.com>
* BooleanOp syncToDevice
Signed-off-by: raver119 <raver119@gmail.com>
* meh
Signed-off-by: raver119 <raver119@gmail.com>
* additional data types for im2col/col2im
Signed-off-by: raver119 <raver119@gmail.com>
* Added test for firas_sparse op.
* one more RandomBuffer test excluded
Signed-off-by: raver119 <raver119@gmail.com>
* Added tests for flatten op.
* Added test for Floor op.
* bunch of tests fixed
Signed-off-by: raver119 <raver119@gmail.com>
* mmulDot tests fixed
Signed-off-by: raver119 <raver119@gmail.com>
* more tests fixed
Signed-off-by: raver119 <raver119@gmail.com>
* Implemented floordiv_bp op and tests.
* Fixed scalar case with cuda implementation for bds.
* - work on cuda kernel for clip_by_norm backprop op is completed
Signed-off-by: Yurii <yurii@skymind.io>
* Eliminate cbow crach.
* more tests fixed
Signed-off-by: raver119 <raver119@gmail.com>
* more tests fixed
Signed-off-by: raver119 <raver119@gmail.com>
* Eliminated abortion with batched nlp test.
* more tests fixed
Signed-off-by: raver119 <raver119@gmail.com>
* Fixed shared flag initializing.
* disabled bunch of cpu workspaces tests
Signed-off-by: raver119 <raver119@gmail.com>
* scalar operators fix: missing registerSpecialUse call
Signed-off-by: raver119 <raver119@gmail.com>
* Fixed logdet for cuda and tests.
* - correct clipBynorm_bp
Signed-off-by: Yurii <yurii@skymind.io>
* Fixed crop_and_resize shape datatype.
* - correct some mmul tests
Signed-off-by: Yurii <yurii@skymind.io>
* build fix
Signed-off-by: raver119 <raver119@gmail.com>
* exclude two methods for JNI
Signed-off-by: raver119 <raver119@gmail.com>
* exclude two methods for JNI
Signed-off-by: raver119 <raver119@gmail.com>
* exclude two methods for JNI (#97 )
Signed-off-by: raver119 <raver119@gmail.com>
* temporary stack fix
Signed-off-by: raver119 <raver119@gmail.com>
* round robin affinity test
Signed-off-by: raver119 <raver119@gmail.com>
* get rid of legacy CudaContext methods
Signed-off-by: raver119 <raver119@gmail.com>
* get rid of legacy ContextPool classes/methods
Signed-off-by: raver119 <raver119@gmail.com>
* one legacy test removed
Signed-off-by: raver119 <raver119@gmail.com>
* few more fields rearranged
Signed-off-by: raver119 <raver119@gmail.com>
* OpaqueLaunchContext
Signed-off-by: raver119 <raver119@gmail.com>
* OpaqueLaunchContext++
Signed-off-by: raver119 <raver119@gmail.com>
* more of OpaqueLaunchContext methods
Signed-off-by: raver119 <raver119@gmail.com>
* LaunchContext -> CudaContext
Signed-off-by: raver119 <raver119@gmail.com>
* AffinityManger changes
Signed-off-by: raver119 <raver119@gmail.com>
* AffinityManger changes
Signed-off-by: raver119 <raver119@gmail.com>
* cusolver handles
Signed-off-by: raver119 <raver119@gmail.com>
* typo
Signed-off-by: raver119 <raver119@gmail.com>
* cusolver method
Signed-off-by: raver119 <raver119@gmail.com>
* cusolver handle propagated
Signed-off-by: raver119 <raver119@gmail.com>
* blas/solver handles
Signed-off-by: raver119 <raver119@gmail.com>
* one more test
Signed-off-by: raver119 <raver119@gmail.com>
* legacy concat implementations replaced with new CustomOp
Signed-off-by: raver119 <raver119@gmail.com>
* one more test
Signed-off-by: raver119 <raver119@gmail.com>
* concat now uses way more blocks
Signed-off-by: raver119 <raver119@gmail.com>
* print
Signed-off-by: raver119 <raver119@gmail.com>
* no more triple template mmul
Signed-off-by: raver119 <raver119@gmail.com>
* bunch of kernels have dtypes reconsidered
Signed-off-by: raver119 <raver119@gmail.com>
* bunch of kernels have dtypes reconsidered
Signed-off-by: raver119 <raver119@gmail.com>
* bitonic sort reorganized
Signed-off-by: raver119 <raver119@gmail.com>
* bunch of cpu stuff removed from cuda scope
Signed-off-by: raver119 <raver119@gmail.com>
* bunch of cpu stuff removed from cuda scope
Signed-off-by: raver119 <raver119@gmail.com>
* type conversions moved to generic impl
Signed-off-by: raver119 <raver119@gmail.com>
* cpu data types pass
Signed-off-by: raver119 <raver119@gmail.com>
* non_max_suppression
Signed-off-by: raver119 <raver119@gmail.com>
* sortByValue fix
Signed-off-by: raver119 <raver119@gmail.com>
* ignore all mixed datatype tests for mmul
Signed-off-by: raver119 <raver119@gmail.com>
* special handling of OpProfiler exceptions
Signed-off-by: raver119 <raver119@gmail.com>
* - one failing concat test in cpp
- Nd4j.tile now uses op internally
Signed-off-by: raver119 <raver119@gmail.com>
* get back dtype exception for legacy arrays deserialization
Signed-off-by: raver119 <raver119@gmail.com>
2019-08-14 16:52:34 +03:00
b10ab239c0
Nd4j refactoring ( #111 )
...
* refactoring
Signed-off-by: Robert Altena <Rob@Ra-ai.com>
* wip
Signed-off-by: Robert Altena <Rob@Ra-ai.com>
* wip
Signed-off-by: Robert Altena <Rob@Ra-ai.com>
2019-08-13 21:44:40 +10:00
11bddb3825
SameDiff: Listener changes and training api update ( #99 )
...
* example api
Signed-off-by: Ryan Nett <rnett@skymind.io>
* Lambda based evaluation
Signed-off-by: Ryan Nett <rnett@skymind.io>
* lambda test
Signed-off-by: Ryan Nett <rnett@skymind.io>
* fixes
Signed-off-by: Ryan Nett <rnett@skymind.io>
* partial fixes, use get-variable listener framework, example EvaluationListener
Signed-off-by: Ryan Nett <rnett@skymind.io>
* javadoc fix and newInstance implementations
Signed-off-by: Ryan Nett <rnett@skymind.io>
* fit and evaluate methods with validation data (for fit) and listeners
Signed-off-by: Ryan Nett <rnett@skymind.io>
* output method overloads + listener args
Signed-off-by: Ryan Nett <rnett@skymind.io>
* history and evaluation helpers
Signed-off-by: Ryan Nett <rnett@skymind.io>
* fixes
Signed-off-by: Ryan Nett <rnett@skymind.io>
* more fixes
Signed-off-by: Ryan Nett <rnett@skymind.io>
* FitConfig and added getters and setters
Signed-off-by: Ryan Nett <rnett@skymind.io>
* javadocs
Signed-off-by: Ryan Nett <rnett@skymind.io>
* fixes, javadoc, added activations to history, added latest activation listener
Signed-off-by: Ryan Nett <rnett@skymind.io>
* fixes, start of tests
Signed-off-by: Ryan Nett <rnett@skymind.io>
* fixes and updates
Signed-off-by: Ryan Nett <rnett@skymind.io>
* newInstance fixes, tests
Signed-off-by: Ryan Nett <rnett@skymind.io>
* test fixes
Signed-off-by: Ryan Nett <rnett@skymind.io>
* javadocs, getters with SDVariable overrides, CustomEvaluation fix
Signed-off-by: Ryan Nett <rnett@skymind.io>
* more operation config classes (evaluation, output, exec/single batch output), fix custom eval tests
Signed-off-by: Ryan Nett <rnett@skymind.io>
* merge fixes
Signed-off-by: Ryan Nett <rnett@skymind.io>
* fix
Signed-off-by: Ryan Nett <rnett@skymind.io>
* fixes, most old fit/evaluate/output methods use the builders
Signed-off-by: Ryan Nett <rnett@skymind.io>
* fixes
Signed-off-by: Ryan Nett <rnett@skymind.io>
* numerous fixes/cleanup
Signed-off-by: Ryan Nett <rnett@skymind.io>
* fixes
Signed-off-by: Ryan Nett <rnett@skymind.io>
* javadoc
Signed-off-by: Ryan Nett <rnett@skymind.io>
* Polish round 1
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Round 2
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Formatting + round 3
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Round 4
Signed-off-by: AlexDBlack <blacka101@gmail.com>
2019-08-10 15:30:31 +10:00
shugeo
Alex Black
raver119
Robert Altena
Alexander Stoyakin
Yurii Shyrma
Samuel Audet
longzhendong
Ryan Nett
Serhii Shepel