46dbd0b203
Update copyrights remove attic and relocate elsewhere
2021-02-09 13:16:31 +09:00
6dc7e2f08f
Update c++ copyrights
2021-02-01 21:31:45 +09:00
ac7fb903d7
C++ rearrangements ( #485 )
...
* initial commit
Signed-off-by: raver119@gmail.com <raver119@gmail.com>
* some minor singleton changes
Signed-off-by: raver119@gmail.com <raver119@gmail.com>
* more iterations
Signed-off-by: raver119 <raver119@gmail.com>
* more singletons updated
Signed-off-by: raver119 <raver119@gmail.com>
* more singletons updated
Signed-off-by: raver119 <raver119@gmail.com>
* more changes
Signed-off-by: raver119@gmail.com <raver119@gmail.com>
* CUDA updates
Signed-off-by: raver119@gmail.com <raver119@gmail.com>
* Java side update
Signed-off-by: raver119@gmail.com <raver119@gmail.com>
* one commented out test
Signed-off-by: raver119@gmail.com <raver119@gmail.com>
2020-06-06 15:26:55 +03:00
f0adb6f788
[WIP] minor fixes ( #447 )
...
* couple of tests disabled
Signed-off-by: raver119@gmail.com <raver119@gmail.com>
* few syncs removed, some logging added
Signed-off-by: raver119@gmail.com <raver119@gmail.com>
* some logging added
Signed-off-by: raver119@gmail.com <raver119@gmail.com>
* some logging added
Signed-off-by: raver119@gmail.com <raver119@gmail.com>
* fix min num_threads
Signed-off-by: raver119@gmail.com <raver119@gmail.com>
* fixed wrong release function for scalarPointer
Signed-off-by: raver119@gmail.com <raver119@gmail.com>
2020-05-11 15:41:43 +03:00
0613485654
compression ops ( #436 )
...
* Added declarations for decode/encode_bitmap ops.
Signed-off-by: shugeo <sgazeos@gmail.com>
* Added implementation for bitmap encoding/decoding ops.
Signed-off-by: shugeo <sgazeos@gmail.com>
* Added helpers for encode/decode bitmap ops.
Signed-off-by: shugeo <sgazeos@gmail.com>
* Refactored encodingBitmap helper.
Signed-off-by: shugeo <sgazeos@gmail.com>
* threshold encode/decode skeleton
* helper skeleton
* minor import fix
* encoder shape fn & op impl
* thresholdEncode cpu impl
Signed-off-by: raver119@gmail.com <raver119@gmail.com>
* thresholdDecode cpu impl
Signed-off-by: raver119@gmail.com <raver119@gmail.com>
* Only cosmetical changes.
Signed-off-by: shugeo <sgazeos@gmail.com>
* placeholder
Signed-off-by: raver119@gmail.com <raver119@gmail.com>
* Added cuda implementation for bitmap decode helper.
Signed-off-by: shugeo <sgazeos@gmail.com>
* cuda thresholdEstimate
Signed-off-by: raver119@gmail.com <raver119@gmail.com>
* cuda thresholdDecode
Signed-off-by: raver119@gmail.com <raver119@gmail.com>
* next step
Signed-off-by: raver119@gmail.com <raver119@gmail.com>
* - nano cmakelist update (get rid of Clion section)
- fixed forgotten throw in AtomicTests
Signed-off-by: raver119@gmail.com <raver119@gmail.com>
* thesholdEncode cuda impl
Signed-off-by: raver119@gmail.com <raver119@gmail.com>
* Added tests for bitmap encoding/decoding ops.
Signed-off-by: shugeo <sgazeos@gmail.com>
* Fixed tests for encode/decode bitmaps.
Signed-off-by: shugeo <sgazeos@gmail.com>
* Refactored decode/encode helpers.
Signed-off-by: shugeo <sgazeos@gmail.com>
* Fixed crashes with bitmap decode/encode helpers.
Signed-off-by: shugeo <sgazeos@gmail.com>
* bitmap encode/decode CPU
Signed-off-by: raver119@gmail.com <raver119@gmail.com>
* bitmap encode/decode CUDA
Signed-off-by: raver119@gmail.com <raver119@gmail.com>
* C API removed for threshold/bitmap encode
Signed-off-by: raver119@gmail.com <raver119@gmail.com>
* EncodeBitmap/DecodeBitmap Java side
Signed-off-by: raver119@gmail.com <raver119@gmail.com>
* EncodeThreshold/DecodeThreshold Java side
Signed-off-by: raver119@gmail.com <raver119@gmail.com>
* EncodeThreshold/DecodeThreshold Java side
Signed-off-by: raver119@gmail.com <raver119@gmail.com>
* few more tests for threshold encoding
Signed-off-by: raver119@gmail.com <raver119@gmail.com>
* minor test tweak
Signed-off-by: raver119@gmail.com <raver119@gmail.com>
* two special tests
Signed-off-by: raver119@gmail.com <raver119@gmail.com>
* encodeBitmap CPU fix
Signed-off-by: raver119@gmail.com <raver119@gmail.com>
* parallel_long/parallel_double proper spans fix
Signed-off-by: raver119@gmail.com <raver119@gmail.com>
* encodeThreshold CUDA fix
Signed-off-by: raver119@gmail.com <raver119@gmail.com>
* nano fix
Signed-off-by: raver119@gmail.com <raver119@gmail.com>
* grid tweaks
Signed-off-by: raver119@gmail.com <raver119@gmail.com>
* RTX adaptation for thresholdEncode
Signed-off-by: raver119 <raver119@gmail.com>
* don't allow threshold encoding for length < 2
Signed-off-by: raver119@gmail.com <raver119@gmail.com>
* get rid of NDArrayCompressor in EncodingHandler
Signed-off-by: raver119@gmail.com <raver119@gmail.com>
* one more minor update of EncodingHandler
Signed-off-by: raver119@gmail.com <raver119@gmail.com>
* one more minor tweak of EncodingHandler
Signed-off-by: raver119@gmail.com <raver119@gmail.com>
* - matmul allows integer data types use
- EncodingHandler boundary default value
- few tests for integer matmul
Signed-off-by: raver119@gmail.com <raver119@gmail.com>
* minor fix of CUDA bitmap encode
Signed-off-by: raver119@gmail.com <raver119@gmail.com>
* boundary changed to integer everywhere
Signed-off-by: raver119@gmail.com <raver119@gmail.com>
* boundary changed to integer everywhere
Signed-off-by: raver119@gmail.com <raver119@gmail.com>
* re-enable CUDA deallocator
Signed-off-by: raver119@gmail.com <raver119@gmail.com>
* threshold encoder fix for systems without omp
Signed-off-by: raver119@gmail.com <raver119@gmail.com>
* - encode_threshold now requires non-negative boundary
- minor tweak in EncodingHandler
Signed-off-by: raver119@gmail.com <raver119@gmail.com>
* restore parallelism in decode_bitmap
Signed-off-by: raver119@gmail.com <raver119@gmail.com>
* fall back to omp for encode_bitmap cpu
Signed-off-by: raver119@gmail.com <raver119@gmail.com>
* single time casts
Signed-off-by: raver119@gmail.com <raver119@gmail.com>
* - additional test for encode_threshold
- sync buffers to device before calling for shape function
Signed-off-by: raver119@gmail.com <raver119@gmail.com>
Co-authored-by: shugeo <sgazeos@gmail.com>
2020-05-08 20:59:39 +03:00
b23ebee432
- MKL-DNN version upgrade
...
- deviceMutex replaced for CPU
Signed-off-by: raver119 <raver119@gmail.com>
2020-03-20 12:42:29 +03:00
7a2ac800dd
Nullify ( #304 )
...
* initial commit
Signed-off-by: raver119 <raver119@gmail.com>
* bunch of tweaks
Signed-off-by: raver119 <raver119@gmail.com>
* hamming distance nullification
Signed-off-by: raver119 <raver119@gmail.com>
* Add output array value assignment for testing/debugging
Signed-off-by: Alex Black <blacka101@gmail.com>
* don't assign empty arrays
Signed-off-by: raver119 <raver119@gmail.com>
* conv2d/conv3d/depthwise2d nullified
Signed-off-by: raver119 <raver119@gmail.com>
* conv2d/conv3d/depthwise2d nullified
Signed-off-by: raver119 <raver119@gmail.com>
* conv2d/conv3d/depthwise2d nullified
Signed-off-by: raver119 <raver119@gmail.com>
* few more fixes
Signed-off-by: raver119 <raver119@gmail.com>
* im2col
Signed-off-by: raver119 <raver119@gmail.com>
* pooling?
Signed-off-by: raver119 <raver119@gmail.com>
* more nullified
Signed-off-by: raver119 <raver119@gmail.com>
* ismax nullified
Signed-off-by: raver119 <raver119@gmail.com>
* rollback ismax nullification
Signed-off-by: raver119 <raver119@gmail.com>
* synchronized cublas handle use on per-device basis
Signed-off-by: raver119 <raver119@gmail.com>
* hiding method from jcpp
Signed-off-by: raver119 <raver119@gmail.com>
* get rid of test assigns in DeclarableOp
Signed-off-by: raver119 <raver119@gmail.com>
* get rid of assigns
Signed-off-by: raver119 <raver119@gmail.com>
* proper deviceId is back
Signed-off-by: raver119 <raver119@gmail.com>
* include fixed
Signed-off-by: raver119 <raver119@gmail.com>
Co-authored-by: Alex Black <blacka101@gmail.com>
2020-03-20 08:49:28 +03:00
57210b936c
Revert "OpenMP Threads execution ( #297 )" ( #299 )
...
This reverts commit dd2043ef48
2020-03-09 08:22:49 +03:00
dd2043ef48
OpenMP Threads execution ( #297 )
...
* omp threads backported
Signed-off-by: raver119 <raver119@gmail.com>
* omp scalar reduce
Signed-off-by: raver119 <raver119@gmail.com>
* timing
Signed-off-by: raver119 <raver119@gmail.com>
* timing
Signed-off-by: raver119 <raver119@gmail.com>
* minor tweaks
Signed-off-by: raver119 <raver119@gmail.com>
* minor tweaks
Signed-off-by: raver119 <raver119@gmail.com>
* namespace change
Signed-off-by: raver119 <raver119@gmail.com>
* num_threads
Signed-off-by: raver119 <raver119@gmail.com>
* one minor fix
Signed-off-by: raver119 <raver119@gmail.com>
2020-03-09 08:21:44 +03:00
63fa3c2ef3
libnd4j polishing ( #273 )
...
* initial set of include changes
Signed-off-by: raver119 <raver119@gmail.com>
* one more tweak
Signed-off-by: raver119 <raver119@gmail.com>
* few more rearrangements
Signed-off-by: raver119 <raver119@gmail.com>
* few more rearrangements
Signed-off-by: raver119 <raver119@gmail.com>
* few more rearrangements
Signed-off-by: raver119 <raver119@gmail.com>
* cuda includes rearrangements
Signed-off-by: raver119 <raver119@gmail.com>
* java update
Signed-off-by: raver119 <raver119@gmail.com>
* = namespace changed to sd
- few CMake variables renamed with SD_ prefix
Signed-off-by: raver119 <raver119@gmail.com>
* java update
Signed-off-by: raver119 <raver119@gmail.com>
* LoopKind minor fix
Signed-off-by: raver119 <raver119@gmail.com>
* few more changes
Signed-off-by: raver119 <raver119@gmail.com>
* few more changes
Signed-off-by: raver119 <raver119@gmail.com>
* few more changes
Signed-off-by: raver119 <raver119@gmail.com>
* sanitizer is optional now
Signed-off-by: raver119 <raver119@gmail.com>
* dev tests updated
Signed-off-by: raver119 <raver119@gmail.com>
* few more changes
Signed-off-by: raver119 <raver119@gmail.com>
* last update
Signed-off-by: raver119 <raver119@gmail.com>
* java update
Signed-off-by: raver119 <raver119@gmail.com>
2020-03-02 12:49:41 +03:00
bead656feb
Initial performance improvement for Bias Add and etc #8556 ( #217 )
...
* Initial performance improvement for Bias Add, loop coords helpers and increment aligned parallel threading
Signed-off-by: AbdelRauf <rauf@konduit.ai>
* One more test for Rauf
Signed-off-by: raver119 <raver119@gmail.com>
* disable couple of perf tests
Signed-off-by: raver119 <raver119@gmail.com>
Co-authored-by: raver119 <raver119@gmail.com>
2020-02-08 15:31:30 +03:00
531a72fabd
execution mode ( #183 )
...
* initial commit
Signed-off-by: raver119 <raver119@gmail.com>
* execution mode java side
Signed-off-by: raver119 <raver119@gmail.com>
* meh
Signed-off-by: raver119 <raver119@gmail.com>
* move exec mode to ContextPrototype
Signed-off-by: raver119 <raver119@gmail.com>
* copyrights
Signed-off-by: raver119 <raver119@gmail.com>
2020-01-27 10:00:07 +03:00
7783012f39
cuDNN integration ( #150 )
...
* initial commit
Signed-off-by: raver119 <raver119@gmail.com>
* one file
Signed-off-by: raver119 <raver119@gmail.com>
* few more includes
Signed-off-by: raver119 <raver119@gmail.com>
* m?
Signed-off-by: raver119 <raver119@gmail.com>
* const
Signed-off-by: raver119 <raver119@gmail.com>
* cudnn linkage in tests
Signed-off-by: raver119 <raver119@gmail.com>
* culibos
Signed-off-by: raver119 <raver119@gmail.com>
* static reminder
Signed-off-by: raver119 <raver119@gmail.com>
* platform engine tag
Signed-off-by: raver119 <raver119@gmail.com>
* HAVE_CUDNN moved to config.h.in
Signed-off-by: raver119 <raver119@gmail.com>
* include
Signed-off-by: raver119 <raver119@gmail.com>
* include
Signed-off-by: raver119 <raver119@gmail.com>
* skip cudnn handle creation if there's not cudnn
Signed-off-by: raver119 <raver119@gmail.com>
* meh
Signed-off-by: raver119 <raver119@gmail.com>
* target device in context
Signed-off-by: raver119 <raver119@gmail.com>
* platform engines
Signed-off-by: raver119 <raver119@gmail.com>
* platform engines
Signed-off-by: raver119 <raver119@gmail.com>
* allow multiple -h args
Signed-off-by: raver119 <raver119@gmail.com>
* allow multiple -h args
Signed-off-by: raver119 <raver119@gmail.com>
* move mkldnn out of CPU block
Signed-off-by: raver119 <raver119@gmail.com>
* link to mkldnn on cuda
Signed-off-by: raver119 <raver119@gmail.com>
* less prints
Signed-off-by: raver119 <raver119@gmail.com>
* minor tweaks
Signed-off-by: raver119 <raver119@gmail.com>
* next step
Signed-off-by: raver119 <raver119@gmail.com>
* conv2d NCHW draft
Signed-off-by: raver119 <raver119@gmail.com>
* conv2d biasAdd
Signed-off-by: raver119 <raver119@gmail.com>
* test for MKL/CUDNN combined use
Signed-off-by: raver119 <raver119@gmail.com>
* - provide additional code for conv2d ff based on cudnn api, not tested yet
Signed-off-by: Yurii <iuriish@yahoo.com>
* - further work on conv2d helper based on using cudnn api
Signed-off-by: Yurii <iuriish@yahoo.com>
* - fixing several cuda bugs which appeared after cudnn lib had been started to use
Signed-off-by: Yurii <iuriish@yahoo.com>
* - implementation of conv2d backprop op based on cudnn api
Signed-off-by: Yurii <iuriish@yahoo.com>
* - implementaion of conv3d and conv3d_bp ops based on cudnn api
Signed-off-by: Yurii <iuriish@yahoo.com>
* - bugs fixing in conv3d/conv3d_bp ops (cudnn in use)
Signed-off-by: Yurii <iuriish@yahoo.com>
* - implementation of depthwiseConv2d (ff/bp) op based on cudnn api
Signed-off-by: Yurii <iuriish@yahoo.com>
* - implementation of batchnorm ff op based on cudnn api
Signed-off-by: Yurii <iuriish@yahoo.com>
* - disable cudnn batchnorm temporary
Signed-off-by: Yurii <iuriish@yahoo.com>
* - add minor change in cmake
Signed-off-by: Yurii <iuriish@yahoo.com>
* engine for depthwise mkldnn
Signed-off-by: raver119 <raver119@gmail.com>
* couple of includes
Signed-off-by: raver119 <raver119@gmail.com>
* - provide permutation to cudnn batchnorm ff when format is NHWC
Signed-off-by: Yurii <iuriish@yahoo.com>
* lgamma fix
Signed-off-by: raver119 <raver119@gmail.com>
* - eliminate memory leak in two tests
Signed-off-by: Yurii <iuriish@yahoo.com>
Co-authored-by: Yurii Shyrma <iuriish@yahoo.com>
2020-01-20 21:32:46 +03:00
29e8e09db6
String changes ( #3 )
...
* initial commit
* additional data types & tensor type
Signed-off-by: raver119 <raver119@gmail.com>
* next step
Signed-off-by: raver119 <raver119@gmail.com>
* missing include
* sparse_to_dense
Signed-off-by: raver119 <raver119@gmail.com>
* few more tests files
Signed-off-by: raver119 <raver119@gmail.com>
* draft
Signed-off-by: raver119 <raver119@gmail.com>
* numeric sparse_to_dense
Signed-off-by: raver119 <raver119@gmail.com>
* comment
Signed-off-by: raver119 <raver119@gmail.com>
* string sparse_to_dense version
Signed-off-by: raver119 <raver119@gmail.com>
* CUDA DataBuffer expand
Signed-off-by: raver119 <raver119@gmail.com>
* few tweaks for CUDA build
Signed-off-by: raver119 <raver119@gmail.com>
* shape fn for string_split
Signed-off-by: raver119 <raver119@gmail.com>
* one more comment
Signed-off-by: raver119 <raver119@gmail.com>
* string_split indices
Signed-off-by: raver119 <raver119@gmail.com>
* next step
Signed-off-by: raver119 <raver119@gmail.com>
* test passes
Signed-off-by: raver119 <raver119@gmail.com>
* few rearrangements for databuffer implementations
Signed-off-by: raver119 <raver119@gmail.com>
* DataBuffer: move inline methods to common implementations
Signed-off-by: raver119 <raver119@gmail.com>
* add native DataBuffer to Nd4j presets
Signed-off-by: raver119 <raver119@gmail.com>
* DataBuffer creation
Signed-off-by: raver119 <raver119@gmail.com>
* use DataBuffer for allocation
Signed-off-by: raver119 <raver119@gmail.com>
* cpu databuffer as deallocatable
Signed-off-by: raver119 <raver119@gmail.com>
* DataBuffer setters for bufers
Signed-off-by: raver119 <raver119@gmail.com>
* couple of wrappers
Signed-off-by: raver119 <raver119@gmail.com>
* DataBuffers being passed around
Signed-off-by: raver119 <raver119@gmail.com>
* Bunch of ByteBuffer-related signatures gone
Signed-off-by: raver119 <raver119@gmail.com>
* - few more Nd4j signatures removed
- minor fix for bfloat16
Signed-off-by: raver119 <raver119@gmail.com>
* nullptr pointer is still a pointer, but 0 as address :)
Signed-off-by: raver119 <raver119@gmail.com>
* one special test
Signed-off-by: raver119 <raver119@gmail.com>
* empty string array init
Signed-off-by: raver119 <raver119@gmail.com>
* one more test in cpp
Signed-off-by: raver119 <raver119@gmail.com>
* memcpy instead of databuffer swap
Signed-off-by: raver119 <raver119@gmail.com>
* special InteropDataBuffer for front-end languages
Signed-off-by: raver119 <raver119@gmail.com>
* few tweaks for java
Signed-off-by: raver119 <raver119@gmail.com>
* pointer/indexer actualization
Signed-off-by: raver119 <raver119@gmail.com>
* CustomOp returns list for inputArumgents and outputArguments instead of array
Signed-off-by: raver119 <raver119@gmail.com>
* redundant call
Signed-off-by: raver119 <raver119@gmail.com>
* print_variable op
Signed-off-by: raver119 <raver119@gmail.com>
* - view handling (but wrong one)
- print_variable java wrapper
Signed-off-by: raver119 <raver119@gmail.com>
* one more test
Signed-off-by: raver119 <raver119@gmail.com>
* - empty arrays handling
Signed-off-by: raver119 <raver119@gmail.com>
* - deserialization works now
Signed-off-by: raver119 <raver119@gmail.com>
* minor fix
Signed-off-by: raver119 <raver119@gmail.com>
* meh
Signed-off-by: raver119 <raver119@gmail.com>
* one more fix
Signed-off-by: raver119 <raver119@gmail.com>
* initial cuda commit
Signed-off-by: raver119 <raver119@gmail.com>
* print_variable message validation
Signed-off-by: raver119 <raver119@gmail.com>
* CUDA views
Signed-off-by: raver119 <raver119@gmail.com>
* CUDA special buffer size
Signed-off-by: raver119 <raver119@gmail.com>
* minor update to match master changes
Signed-off-by: raver119 <raver119@gmail.com>
* - consider arrays always actual on device for CUDA
- additional PrintVariable constructor
- CudaUtf8Buffer now allocates host buffer by default
Signed-off-by: raver119 <raver119@gmail.com>
* meh
Signed-off-by: raver119 <raver119@gmail.com>
* - print_variable now allows print from device
Signed-off-by: raver119 <raver119@gmail.com>
* InteropDataBuffer data type fix
Signed-off-by: raver119 <raver119@gmail.com>
* ...
Signed-off-by: raver119 <raver119@gmail.com>
* disable some debug messages
Signed-off-by: raver119 <raver119@gmail.com>
* master pulled in
Signed-off-by: raver119 <raver119@gmail.com>
* couple of new methods for DataBuffer interop
Signed-off-by: raver119 <raver119@gmail.com>
* java side
Signed-off-by: raver119 <raver119@gmail.com>
* offsetted constructor
Signed-off-by: raver119 <raver119@gmail.com>
* new CUDA deallocator
Signed-off-by: raver119 <raver119@gmail.com>
* CUDA backend torn apart
Signed-off-by: raver119 <raver119@gmail.com>
* CUDA backend torn apart 2
Signed-off-by: raver119 <raver119@gmail.com>
* CUDA backend torn apart 3
Signed-off-by: raver119 <raver119@gmail.com>
* - few new tests
- few new methods for DataBuffer management
Signed-off-by: raver119 <raver119@gmail.com>
* few more tests + few more tweaks
Signed-off-by: raver119 <raver119@gmail.com>
* two failing tests
Signed-off-by: raver119 <raver119@gmail.com>
* one more test
Signed-off-by: raver119 <raver119@gmail.com>
* two failing tests pass
Signed-off-by: raver119 <raver119@gmail.com>
* now we pass DataBuffer to legacy ops too
Signed-off-by: raver119 <raver119@gmail.com>
* Native DataBuffer for legacy ops, Java side
Signed-off-by: raver119 <raver119@gmail.com>
* CPU java side update
Signed-off-by: raver119 <raver119@gmail.com>
* CUDA java side update
Signed-off-by: raver119 <raver119@gmail.com>
* no more prepare/register action on java side
Signed-off-by: raver119 <raver119@gmail.com>
* NDArray::prepare/register use now accepts vectors
Signed-off-by: raver119 <raver119@gmail.com>
* InteropDataBuffer now has few more convenience methods
Signed-off-by: raver119 <raver119@gmail.com>
* java bindings update
Signed-off-by: raver119 <raver119@gmail.com>
* tick device in NativeOps
Signed-off-by: raver119 <raver119@gmail.com>
* Corrected usage of OpaqueBuffer for tests.
* Corrected usage of OpaqueBuffer for java tests.
* NativeOpsTests fixes.
* print_variable now returns scalar
Signed-off-by: raver119 <raver119@gmail.com>
* one more test
Signed-off-by: raver119 <raver119@gmail.com>
* compat_string_split fix for CUDA
Signed-off-by: raver119 <raver119@gmail.com>
* - CUDA execScalar fix
- CUDA lazyAllocateHostPointer now checks java indexer/pointer instead of native pointer
Signed-off-by: raver119 <raver119@gmail.com>
* legacy ops DataBuffer migration prototype
Signed-off-by: raver119 <raver119@gmail.com>
* ignore device shapeinfo coming from java
Signed-off-by: raver119 <raver119@gmail.com>
* minor fix
Signed-off-by: raver119 <raver119@gmail.com>
* minor transformAny fix
Signed-off-by: raver119 <raver119@gmail.com>
* minor tweak for lazy host allocation
Signed-off-by: raver119 <raver119@gmail.com>
* - DataBuffer::memcpy method
- bitcast now uses memcpy
Signed-off-by: raver119 <raver119@gmail.com>
* - IndexReduce CUDA dimension buffer fix
Signed-off-by: raver119 <raver119@gmail.com>
* views for CPU and CUDA
Signed-off-by: raver119 <raver119@gmail.com>
* less spam
Signed-off-by: raver119 <raver119@gmail.com>
* optional memory init
Signed-off-by: raver119 <raver119@gmail.com>
* async memset
Signed-off-by: raver119 <raver119@gmail.com>
* - SummaryStats CUDA fix
- DataBuffer.sameUnderlyingData() impl
- execBroadcast fix
Signed-off-by: raver119 <raver119@gmail.com>
* - reduce3All fix
switch to CUDA 10 temporarily
Signed-off-by: raver119 <raver119@gmail.com>
* CUDA version
Signed-off-by: raver119 <raver119@gmail.com>
* proper memory deallocator registration
Signed-off-by: raver119 <raver119@gmail.com>
* HOST_ONLY workspace allocation
Signed-off-by: raver119 <raver119@gmail.com>
* temp commit
Signed-off-by: raver119 <raver119@gmail.com>
* few conflicts resolved
Signed-off-by: raver119 <raver119@gmail.com>
* few minor fixes
Signed-off-by: raver119 <raver119@gmail.com>
* one more minor fix
Signed-off-by: raver119 <raver119@gmail.com>
* NDArray permute should operate on JVM primitives
Signed-off-by: raver119 <raver119@gmail.com>
* - create InteropDataBuffer for shapes as well
- update pointers after view creation in Java
Signed-off-by: raver119 <raver119@gmail.com>
* - addressPointer temporary moved to C++
Signed-off-by: raver119 <raver119@gmail.com>
* CUDA: don't account offset twice
Signed-off-by: raver119 <raver119@gmail.com>
* CUDA: DataBuffer pointer constructor updated
Signed-off-by: raver119 <raver119@gmail.com>
* CUDA NDArray.unsafeDuplication() simplified
Signed-off-by: raver119 <raver119@gmail.com>
* CUDA minor workspace-related fixes
Signed-off-by: raver119 <raver119@gmail.com>
* CPU DataBuffer.reallocate()
Signed-off-by: raver119 <raver119@gmail.com>
* print_affinity op
Signed-off-by: raver119 <raver119@gmail.com>
* print_affinity java side
Signed-off-by: raver119 <raver119@gmail.com>
* CUDA more tweaks for data locality
Signed-off-by: raver119 <raver119@gmail.com>
* - compat_string_split tweak
- CudaUtf8Buffer update
Signed-off-by: raver119 <raver119@gmail.com>
* INDArray.close() mechanic restored
Signed-off-by: raver119 <raver119@gmail.com>
* one more test fixed
Signed-off-by: raver119 <raver119@gmail.com>
* - CUDA DataBuffer.reallocate() updated
- cudaMemcpy (synchronous) restored
Signed-off-by: raver119 <raver119@gmail.com>
* one last fix
Signed-off-by: raver119 <raver119@gmail.com>
* bad import removed
Signed-off-by: raver119 <raver119@gmail.com>
* another small fix
Signed-off-by: raver119 <raver119@gmail.com>
* one special test
Signed-off-by: raver119 <raver119@gmail.com>
* fix bad databuffer size
Signed-off-by: raver119 <raver119@gmail.com>
* release primaryBuffer on replace
Signed-off-by: raver119 <raver119@gmail.com>
* higher timeout
Signed-off-by: raver119 <raver119@gmail.com>
* disable timeouts
Signed-off-by: raver119 <raver119@gmail.com>
* dbCreateView now validates offset and length of a view
Signed-off-by: raver119 <raver119@gmail.com>
* additional validation for dbExpand
Signed-off-by: raver119 <raver119@gmail.com>
* restore timeout back again
Signed-off-by: raver119 <raver119@gmail.com>
* smaller distribution for rng test to prevent timeouts
Signed-off-by: raver119 <raver119@gmail.com>
* CUDA DataBuffer::memcpy now copies to device all the time
Signed-off-by: raver119 <raver119@gmail.com>
* OpaqueDataBuffer now contains all required methods for interop
Signed-off-by: raver119 <raver119@gmail.com>
* some javadoc
Signed-off-by: raver119 <raver119@gmail.com>
* GC on failed allocations
Signed-off-by: raver119 <raver119@gmail.com>
* minoe memcpu tweak
Signed-off-by: raver119 <raver119@gmail.com>
* one more bitcast test
Signed-off-by: raver119 <raver119@gmail.com>
* - NDArray::deviceId() propagation
- special multi-threaded test for data locality checks
Signed-off-by: raver119 <raver119@gmail.com>
* DataBuffer additional syncStream
Signed-off-by: raver119 <raver119@gmail.com>
* DataBuffer additional syncStream
Signed-off-by: raver119 <raver119@gmail.com>
* one ignored test
Signed-off-by: raver119 <raver119@gmail.com>
* skip host alloc for empty arrays
Signed-off-by: raver119 <raver119@gmail.com>
* ByteBuffer support is back
Signed-off-by: raver119 <raver119@gmail.com>
* DataBuffer::memcpy minor fix
Signed-off-by: raver119 <raver119@gmail.com>
* few minor prelu/bp tweaks
Signed-off-by: raver119 <raver119@gmail.com>
* nullify-related fixes
Signed-off-by: raver119 <raver119@gmail.com>
* PReLU fixes (#157 )
Signed-off-by: Alex Black <blacka101@gmail.com>
* Build fixed
* Fix tests
* one more ByteBuffer signature restored
Signed-off-by: raver119 <raver119@gmail.com>
* nd4j-jdbc-hsql profiles fix
Signed-off-by: raver119 <raver119@gmail.com>
* nd4j-jdbc-hsql profiles fix
Signed-off-by: raver119 <raver119@gmail.com>
* PReLU weight init fix
Signed-off-by: Alex Black <blacka101@gmail.com>
* Small PReLU fix
Signed-off-by: Alex Black <blacka101@gmail.com>
* - INDArray.migrate() reactivated
- DataBuffer::setDeviceId(...) added
- InteropDataBuffer Z syncToDevice added for views
Signed-off-by: raver119 <raver119@gmail.com>
* missed file
Signed-off-by: raver119 <raver119@gmail.com>
* Small tweak
Signed-off-by: Alex Black <blacka101@gmail.com>
* cuda 10.2
Signed-off-by: raver119 <raver119@gmail.com>
* minor fix
Signed-off-by: raver119 <raver119@gmail.com>
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
8b877a8ddf
- 3d loops parallelism fix ( #135 )
...
- additional check for maxMasterThreads <= maxThreads
Signed-off-by: raver119 <raver119@gmail.com>
2019-12-19 16:50:08 +03:00
25b3cd9b80
[WIP] CUDA tests ( #95 )
...
* one more CI test
Signed-off-by: raver119 <raver119@gmail.com>
* export additional symbols
Signed-off-by: raver119 <raver119@gmail.com>
* few more tweaks
Signed-off-by: raver119 <raver119@gmail.com>
* one more tweak for linux
Signed-off-by: raver119 <raver119@gmail.com>
* fix dtype in few tests
Signed-off-by: raver119 <raver119@gmail.com>
* missing sync and memset in couple of tests
Signed-off-by: raver119 <raver119@gmail.com>
* copy step for libnd4j cuda
Signed-off-by: raver119 <raver119@gmail.com>
* no-op on empty for adjust hue/contrast/saturation
Signed-off-by: raver119 <raver119@gmail.com>
* CUDA_VERBOSE Off
Signed-off-by: raver119 <raver119@gmail.com>
* BroadcastBool fix + few tests
Signed-off-by: raver119 <raver119@gmail.com>
* trigger jenkins
Signed-off-by: raver119 <raver119@gmail.com>
* trigger jenkins
Signed-off-by: raver119 <raver119@gmail.com>
* - ignore couple of warnings
- remove redundant compiler options
Signed-off-by: raver119 <raver119@gmail.com>
2019-12-02 21:37:21 +03:00
59e955cedc
- MKL-DNN version upgrade to 1.1.x ( #62 )
...
- MKL-DNN namespace changes to match DNNL rename
Signed-off-by: raver119 <raver119@gmail.com>
2019-11-20 13:23:08 +03:00
1eb3de90d7
[WIP] Platform helpers switches ( #44 )
...
* - platform helpers can be disabled on per-op basis now via Context::allowHelpers
- java has access to it as well
Signed-off-by: raver119 <raver119@gmail.com>
* global platform-helpers trigger
Signed-off-by: raver119 <raver119@gmail.com>
* few signatures renamed
Signed-off-by: raver119 <raver119@gmail.com>
* - few new env variables to follow
- maxThreads/masterThreads differentiation
Signed-off-by: raver119 <raver119@gmail.com>
* Javadoc update
Signed-off-by: raver119 <raver119@gmail.com>
2019-11-14 14:35:02 +03:00
48df1acdfb
[WIP] ThreadPool ( #8 )
...
This PR removes OpenMP use in 95% of cases
2019-11-13 17:04:59 +03:00
98e2814879
Platform helpers ( #8216 )
...
* platform helpers draft
Signed-off-by: raver119 <raver119@gmail.com>
* typo
Signed-off-by: raver119 <raver119@gmail.com>
* disable platform cmake
Signed-off-by: raver119 <raver119@gmail.com>
* another draft
Signed-off-by: raver119 <raver119@gmail.com>
* mkldnn convolution refactored
Signed-off-by: raver119 <raver119@gmail.com>
* minor tweaks
Signed-off-by: raver119 <raver119@gmail.com>
* one more safety check
Signed-off-by: raver119 <raver119@gmail.com>
* prototype works
Signed-off-by: raver119 <raver119@gmail.com>
* meh
Signed-off-by: raver119 <raver119@gmail.com>
* force static library mode for mkldnn
Signed-off-by: raver119 <raver119@gmail.com>
* - ismax fix
- experimental arg fix
- don't enforce openblas on Apple hardware
Signed-off-by: raver119 <raver119@gmail.com>
* bunch of small fixes
Signed-off-by: raver119@gmail.com <raver119@gmail.com>
* declare concurrent
Signed-off-by: raver119@gmail.com <raver119@gmail.com>
* - MKLDNN version upgrade to 1.0.2
- avgpool2d/maxpool2d APIs update
Signed-off-by: raver119 <raver119@gmail.com>
* - avgpool2d_bp/maxpool2d_bp APIs update
Signed-off-by: raver119 <raver119@gmail.com>
* - conv2d/batchnorm APIs update
Signed-off-by: raver119 <raver119@gmail.com>
* - lrn/conv2d_bp/conv3d/conv3d_bp APIs update
Signed-off-by: raver119 <raver119@gmail.com>
* all ops converted to MKLDNN 1.x
Signed-off-by: raver119 <raver119@gmail.com>
* bunch of tweaks
Signed-off-by: raver119 <raver119@gmail.com>
* namespace for platform helpers
Signed-off-by: raver119 <raver119@gmail.com>
* make sure platform helpers aren't opimized out
Signed-off-by: raver119 <raver119@gmail.com>
* build cpu_features on x86 systems
Signed-off-by: raver119 <raver119@gmail.com>
* build cpu_features on x86 systems
Signed-off-by: raver119 <raver119@gmail.com>
* more of cpu_features
Signed-off-by: raver119 <raver119@gmail.com>
* - mkldnn removed from java
- cpu_features checks in CpuNDArrayFactory
Signed-off-by: raver119 <raver119@gmail.com>
* F16C definition renamed
Signed-off-by: raver119 <raver119@gmail.com>
* some mkldnn rearrangements
Signed-off-by: raver119 <raver119@gmail.com>
* check supported instructions before doing anything
Signed-off-by: raver119 <raver119@gmail.com>
* typo
Signed-off-by: raver119 <raver119@gmail.com>
* missied impl
Signed-off-by: raver119 <raver119@gmail.com>
* BUILD_PIC option
Signed-off-by: raver119 <raver119@gmail.com>
* conv2d fix
Signed-off-by: raver119 <raver119@gmail.com>
* avgpool3d fix
Signed-off-by: raver119 <raver119@gmail.com>
* avgpool3d_bp fix
Signed-off-by: raver119 <raver119@gmail.com>
* avgpool2d_bp leak fix
Signed-off-by: raver119 <raver119@gmail.com>
* avgpool3d_bp leak fix
Signed-off-by: raver119 <raver119@gmail.com>
* maxpool bp leaks fixed
Signed-off-by: raver119 <raver119@gmail.com>
* printf removed
Signed-off-by: raver119 <raver119@gmail.com>
* batchnorm fix
Signed-off-by: raver119 <raver119@gmail.com>
* AVX warning/error polishing
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Fix
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* More polish
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Polish
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* remove previous MKL-DNN support layer
Signed-off-by: raver119 <raver119@gmail.com>
* avx2 tweak
Signed-off-by: raver119 <raver119@gmail.com>
* allow static for apple
Signed-off-by: raver119@gmail.com <raver119@gmail.com>
* exclude mkldnn in one more place
Signed-off-by: raver119 <raver119@gmail.com>
* exclude mkldnn in one more place
Signed-off-by: raver119 <raver119@gmail.com>
* restore OPENBLAS_PATH use
Signed-off-by: raver119 <raver119@gmail.com>
* add runtime check for avx/avx2 support
Signed-off-by: raver119 <raver119@gmail.com>
* convolution_auto
Signed-off-by: raver119 <raver119@gmail.com>
* Add logic for helper argument
* minor test fix
Signed-off-by: raver119 <raver119@gmail.com>
* few tweaks
Signed-off-by: raver119 <raver119@gmail.com>
* few tweaks
Signed-off-by: raver119 <raver119@gmail.com>
* skip OpTracker props for non-x86 builds
Signed-off-by: raver119 <raver119@gmail.com>
* linux arm isn't x86 :)
Signed-off-by: raver119 <raver119@gmail.com>
* avx-512
Signed-off-by: raver119 <raver119@gmail.com>
* CUDA presets fix
Signed-off-by: raver119 <raver119@gmail.com>
* BUILD_PIC
Signed-off-by: raver119 <raver119@gmail.com>
* prefetchw for avx2
Signed-off-by: raver119 <raver119@gmail.com>
* BUILD_PIC again
Signed-off-by: raver119 <raver119@gmail.com>
2019-09-11 21:50:28 +03:00
ffae024cda
disable threadlocal for apple
...
Signed-off-by: raver119 <raver119@gmail.com>
2019-09-10 07:46:35 +03:00
fc222d3325
logging off
...
Signed-off-by: raver119 <raver119@gmail.com>
2019-09-05 14:45:46 +03:00
dddc8a1143
[WIP] Thread safety ( #229 )
...
* sync after cublas*gemm
Signed-off-by: raver119 <raver119@gmail.com>
* mutex for CublasHelper
Signed-off-by: raver119 <raver119@gmail.com>
* don't store cublasHandle in LaunchContext, it's per-device anyway
Signed-off-by: raver119 <raver119@gmail.com>
* some printout
Signed-off-by: raver119 <raver119@gmail.com>
* check for field instead
Signed-off-by: raver119 <raver119@gmail.com>
* pew-pew
Signed-off-by: raver119 <raver119@gmail.com>
* don't release ContextBuffers until device changed
Signed-off-by: raver119 <raver119@gmail.com>
* small tweak
Signed-off-by: raver119 <raver119@gmail.com>
* some logging in sgemm
Signed-off-by: raver119 <raver119@gmail.com>
* stream sync
Signed-off-by: raver119 <raver119@gmail.com>
* some more logging
Signed-off-by: raver119 <raver119@gmail.com>
* some more error checks
Signed-off-by: raver119 <raver119@gmail.com>
* one fancy test
Signed-off-by: raver119 <raver119@gmail.com>
* one fancy test
Signed-off-by: raver119 <raver119@gmail.com>
* minor AffinityManager fix
Signed-off-by: raver119 <raver119@gmail.com>
* cudaEvent error logging improvement
Signed-off-by: raver119 <raver119@gmail.com>
* ConstantHelper thread safety
Signed-off-by: raver119 <raver119@gmail.com>
* - minor corrections in ConstantTadHelper
Signed-off-by: Yurii <yurii@skymind.io>
* ConstantShapeHelper thread safety
Signed-off-by: raver119 <raver119@gmail.com>
* ConstantTadHelper.cu updated
Signed-off-by: raver119 <raver119@gmail.com>
* logging off
Signed-off-by: raver119 <raver119@gmail.com>
* logging off
Signed-off-by: raver119 <raver119@gmail.com>
2019-09-03 22:00:38 +03:00
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
Signed-off-by: raver119 <raver119@gmail.com>
* lastErrorCode + lastErrorMessage for native exceptions handling
Signed-off-by: raver119 <raver119@gmail.com>
* exportable ErrorReference
Signed-off-by: raver119 <raver119@gmail.com>
* check error codes in java
Signed-off-by: raver119 <raver119@gmail.com>
* - consume lastErrorCode
- fast_in dtype validation fix
Signed-off-by: raver119 <raver119@gmail.com>
* - 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
930b49e87f
[WIP] DeviceLocalNDArray updates ( #149 )
...
* 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
3cf72e5e30
[WIP] More fixes ( #142 )
...
* atomicAdd cc 70+
Signed-off-by: raver119 <raver119@gmail.com>
* additional 8 bytes alocation
Signed-off-by: raver119 <raver119@gmail.com>
* missed include 2019
Signed-off-by: raver119 <raver119@gmail.com>
* less spam
Signed-off-by: raver119 <raver119@gmail.com>
2019-08-21 20:18:29 +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
Signed-off-by: raver119 <raver119@gmail.com>
* 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
Signed-off-by: raver119 <raver119@gmail.com>
* stick to old col2im impl
Signed-off-by: raver119 <raver119@gmail.com>
* cudaStreams reorganization
Signed-off-by: raver119 <raver119@gmail.com>
* buffer size fix
Signed-off-by: raver119 <raver119@gmail.com>
* 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
56910ddee7
no thread_local for cpu
...
Signed-off-by: raver119 <raver119@gmail.com>
2019-08-17 14:51:39 +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
Signed-off-by: raver119 <raver119@gmail.com>
* 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
Signed-off-by: raver119 <raver119@gmail.com>
* more of thread safety
Signed-off-by: raver119 <raver119@gmail.com>
* 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
Signed-off-by: raver119 <raver119@gmail.com>
* numpy bool java side
Signed-off-by: raver119 <raver119@gmail.com>
* 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
c969b724bb
[WIP] more CUDA stuff ( #57 )
...
* initial commit
Signed-off-by: raver119 <raver119@gmail.com>
* Added gradcheck test for dynamic_partition_bp op.
* - implementation of dilation op (cpu and cuda)
Signed-off-by: Yurii <yurii@skymind.io>
* Fixed broadcast_dynamic_shape 1D case and tests.
* Fixed usage of default integer arguments.
* Fixed dynamic_partition_bp op and tests.
* Eliminated test with grad check for dynamic_partition_bp op.
* start working on cuda svd - porting available corresponding api from cuSOLVER library
Signed-off-by: Yurii <yurii@skymind.io>
* provide prelu_bp
Signed-off-by: Yurii <yurii@skymind.io>
* - provide gruCell_bp (old version ??)
Signed-off-by: Yurii <yurii@skymind.io>
* - polishing cumsum_bp and cumprod_bp tests
Signed-off-by: Yurii <yurii@skymind.io>
* provide sparseSoftmaxCrossEntropyWithLogits and sparseSoftmaxCrossEntropyWithLogits_grad
Signed-off-by: Yurii <yurii@skymind.io>
* Fixed atomicMul with float input/output
* implementation of cuda kernel for triu_bp operation
Signed-off-by: Yurii <yurii@skymind.io>
* Refactored lup helper to add parrallel computing.
* cusolver libraries
Signed-off-by: raver119 <raver119@gmail.com>
* uncomment cuSolver APIs in svd.cu
Signed-off-by: Yurii <yurii@skymind.io>
* cusolver var
Signed-off-by: raver119 <raver119@gmail.com>
* - further work on cuSolver svd
Signed-off-by: Yurii <yurii@skymind.io>
* Implement usage of cuda solver to LUP decomposition.
* - correct naames in lup functions
Signed-off-by: Yurii <yurii@skymind.io>
* correct svdQR cuda
Signed-off-by: Yurii <yurii@skymind.io>
* - provide transpositions of input matrices in case of c order in svdCudaQR
Signed-off-by: Yurii <yurii@skymind.io>
* Fixed implementation issues with LUP usign cuda solver.
* Implementation of matrix_determinant helper with cuda kernels. Working revision.
* Implemented log_matrix_determinant helper with cuda kernels.
* - implementation of batched cuda svd
Signed-off-by: Yurii <yurii@skymind.io>
* Refactored cholesky helper and implementation of cuda solver cholesky batch.
* - implementation of cuda kernel for tile bp
Signed-off-by: Yurii <yurii@skymind.io>
* Implementation of cholesky and logdet with cuda kernels.
* - implementation of cuda kernel for sru_bidirectional
Signed-off-by: Yurii <yurii@skymind.io>
* Fixed cholesky helper.
* Cholesky op helper implementation. Working double-based cublas implementation.
* bad import excluded
Signed-off-by: raver119 <raver119@gmail.com>
* Finished with cuda implementation of cholesky helper and tests.
* - implementation of cuda kernel for sru_bidirectional_backprop operation
Signed-off-by: Yurii <yurii@skymind.io>
* Implementation of matrix_inverse op helper with cuda kernels. The first revision.
* - start working on gruCell_bp
Signed-off-by: Yurii <yurii@skymind.io>
* Implementation of matrix_inverse helper.
* - further work on new gruCell_bp
Signed-off-by: Yurii <yurii@skymind.io>
* cuBLAS related fixes
Signed-off-by: raver119 <raver119@gmail.com>
* calculateOutputShapes() now passes device buffers as well
Signed-off-by: raver119 <raver119@gmail.com>
* special concat/average/accumulate init host pointers now
Signed-off-by: raver119 <raver119@gmail.com>
* few more tweaks
Signed-off-by: raver119 <raver119@gmail.com>
* additional CudaDataBufferFactory signatures certain for data types
Signed-off-by: raver119 <raver119@gmail.com>
* cuSolver host buffer
Signed-off-by: raver119 <raver119@gmail.com>
* buffer to buffer memcpy host ptr allocation
Signed-off-by: raver119 <raver119@gmail.com>
2019-07-20 23:05:21 +10:00
b5f0ec072f
Eclipse Migration Initial Commit
2019-06-06 15:21:15 +03:00
agibsonccc
raver119
Abdelrauf
skymindops