* broadcast as scalar edge case
Signed-off-by: raver119 <raver119@gmail.com>
* missing return
Signed-off-by: raver119 <raver119@gmail.com>
* few fixes
Signed-off-by: raver119 <raver119@gmail.com>
* one more fix
Signed-off-by: raver119 <raver119@gmail.com>
* no need for lambdas
Signed-off-by: raver119 <raver119@gmail.com>
* - provide contiguous strides for ouput in transpose op
Signed-off-by: Yurii <iuriish@yahoo.com>
* - provide contiguous strides for output in permute op
Signed-off-by: Yurii <iuriish@yahoo.com>
* - take into account empty shapes properly in transpose/permute op
Signed-off-by: Yurii <iuriish@yahoo.com>
* libnd4j trueBroadcast rank 3 row implementation of special case
Signed-off-by: Oleg <oleg.semeniv@gmail.com>
* libnd4j rule clarify for second special case for all tests pass
* libnd4j parallel_tad loop switch on in special case
* libnd4j more general case for special case 2, need additional testing
Signed-off-by: Oleg <oleg.semeniv@gmail.com>
* libnd4j more general case for trueBroadcast special cases added
* libnd4j minor corrections and clean up
* libnd4j one more minor fix
Signed-off-by: Oleg <oleg.semeniv@gmail.com>
* libnd4j fixed check point to support all Y common vector representations in first special case for trueBroadcast
Signed-off-by: Oleg <oleg.semeniv@gmail.com>
Co-authored-by: raver119 <raver119@gmail.com>
* Copied and pasted RegressionTest100b4.java to RegressionTest100b6.java with renamed b4->b6
* assertEquals > assertTrue for half dtype
Signed-off-by: atuzhykov <andrewtuzhukov@gmail.com>
* Libnd4j: TensorMMul backprop op #8174, raw implementation
Signed-off-by: Oleg <oleg.semeniv@gmail.com>
* Libnd4j: TensorMMul backprop op #8174 merge master and some corrections
Signed-off-by: Oleg <oleg.semeniv@gmail.com>
* Libnd4j: TensorMMul backprop op #8174 algorithm update, need testing, sync with master
* Libnd4j: TensorMMul backprop op #8174 fixed incorrect B axes calculation
Signed-off-by: Oleg <oleg.semeniv@gmail.com>
* Libnd4j: TensorMMul backprop op #8174 optimize axes identification and fix bug of indeces overlapping, added first test. need testing with different shapes
Signed-off-by: Oleg <oleg.semeniv@gmail.com>
* Libnd4j: TensorMMul backprop op #8174 some fixes and improvements need more testing
Signed-off-by: Oleg <oleg.semeniv@gmail.com>
* Libnd4j: TensorMMul backprop op #8174 fixed order of matrix multiply
Signed-off-by: Oleg <oleg.semeniv@gmail.com>
* Libnd4j: TensorMMul backprop op #8174 fixed issue of incorrect axes definition, add tests based on TF, need additional testing for case dLdC not equal 1
Signed-off-by: Oleg <oleg.semeniv@gmail.com>
* Libnd4j: TensorMMul backprop op #8174 fixed scalar case add test
Signed-off-by: Oleg <oleg.semeniv@gmail.com>
* Libnd4j: TensorMMul backprop op #8174 fixed bp algorithm, axes definition, need some mode testing with different orders combination f,c; c,f f,f and add some checks for inputs
Signed-off-by: Oleg <oleg.semeniv@gmail.com>
* Libnd4j: TensorMMul backprop op #8174 some checks and corrections added tests, exists the problem with different input orders support A-f B-c and A-f B-f
Signed-off-by: Oleg <oleg.semeniv@gmail.com>
* Libnd4j: TensorMMul backprop op #8174 sync master
Signed-off-by: Oleg <oleg.semeniv@gmail.com>
* - correct bug in MmulHelper::tensorDot(a, b, c, axes_a, axes_b,permutForC)
Signed-off-by: Yurii <iuriish@yahoo.com>
* Libnd4j: TensorMMul backprop op #8174 code clean up and refactoring
Signed-off-by: Oleg <oleg.semeniv@gmail.com>
* - add check for linspase ordered permutations in ShapeUtils::evalShapeForTensorDot
Signed-off-by: Yurii <iuriish@yahoo.com>
* - provide additional code in shape::reshape stuff in order to reduce amount of allocation/copy operations during reshaping procedure
Signed-off-by: Yurii <iuriish@yahoo.com>
* - further work on problem of wrong shape evaluation during permute/reshape procedures
Signed-off-by: Yurii <iuriish@yahoo.com>
* - still looking for bug reason in reshape/permute stuff
Signed-off-by: Yurii <iuriish@yahoo.com>
* - correct bug in transform cuda native ops
Signed-off-by: Yurii <iuriish@yahoo.com>
* - correct bug in NDArray::assign
Signed-off-by: Yurii <iuriish@yahoo.com>
* - remove old shape::reshape stuff
Signed-off-by: Yurii <iuriish@yahoo.com>
* - add possibility to disable copy of old buffer to new buffer during reshape operation in NDArray class
Signed-off-by: Yurii <iuriish@yahoo.com>
* - correct bug in tensorDot which had to do with wrong pointers assigments
Signed-off-by: Yurii <iuriish@yahoo.com>
Co-authored-by: Oleh <oleg.semeniv@gmail.com>
* Gradients tests added
* Fix for Standard deviation serialization + test
Signed-off-by: Alex Black <blacka101@gmail.com>
* More fixes
Signed-off-by: Alex Black <blacka101@gmail.com>
* Test fixed
* Spark config driver host config for CI
Signed-off-by: Alex Black <blacka101@gmail.com>
* Op validation timeout increase
Signed-off-by: Alex Black <blacka101@gmail.com>
* Gradient check - fix for low probability test failure due to randomly all 0s mask
Signed-off-by: AlexDBlack <blacka101@gmail.com>
Co-authored-by: Alex Black <blacka101@gmail.com>
* Making TypeName enum public
* Ignoring None type object for PythonExceptions
* better handling of None + test
Co-authored-by: Fariz Rahman <farizrahman4u@gmail.com>
* Fixed a couple of issues with resize_area op.
Signed-off-by: shugeo <sgazeos@gmail.com>
* Added additional test for alternate params for resize_area testing.
Signed-off-by: shugeo <sgazeos@gmail.com>
* libnd4j trueBroadcast special case
Signed-off-by: Oleg <oleg.semeniv@gmail.com>
* libnd4j fix trueBroadcast special case
Signed-off-by: Oleg <oleg.semeniv@gmail.com>
* libnd4j special case of TrueBroadcastHelper
Signed-off-by: Oleg <oleg.semeniv@gmail.com>
* libnd4j trueBroadCast special case and test
* libnd4j minor changes sync with master
* libnd4j changes to TrueBroadcastHelper.hpp per require
Signed-off-by: Oleg <oleg.semeniv@gmail.com>
* Change the regular expression for the Bert tokenizer.
The previous regular expression causes StackOverflowErrors
if given a document with a large amount of whitespace. I
believe that the one I've provided is an equivalent.
* Add test for new BertWordPieceTokenizer RegEx.
This test should cause a StackOverflowError with the previous version.
* Fix assert off by one.
* special workaround methods for DataBuffer.write
Signed-off-by: raver119 <raver119@gmail.com>
* one test removed
Signed-off-by: raver119 <raver119@gmail.com>
* more of unsynced
Signed-off-by: raver119 <raver119@gmail.com>
* missing asLong for BaseCudaDataBuffer
Signed-off-by: raver119 <raver119@gmail.com>
* Test speedups / integration test run only for CUDA - NLP
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* nlp-uima CUDA slow tests
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Spark CUDA timeout fixes
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* - provide nhwc format in mkl conv ops
Signed-off-by: Yurii <iuriish@yahoo.com>
* - corrections in mkl conv3d
Signed-off-by: Yurii <iuriish@yahoo.com>
* - corrections in mkl batchnorm
Signed-off-by: Yurii <iuriish@yahoo.com>
* - corrections in mkl maxpooling2d
Signed-off-by: Yurii <iuriish@yahoo.com>
* - add format format_tag::any to outputs in mkl conv ops
Signed-off-by: Yurii <iuriish@yahoo.com>
* - complete corrections in mkl conv ops
Signed-off-by: Yurii <iuriish@yahoo.com>
* - add test for comparison of execution speeds of mkl conv2d op with different weights format
Signed-off-by: Yurii <iuriish@yahoo.com>
* - take into account order f in mkl conv ops
Signed-off-by: Yurii <iuriish@yahoo.com>
* Fixed sequence_mask op and tests.
Signed-off-by: shugeo <sgazeos@gmail.com>
* Cuda fix for sequence_mask op.
Signed-off-by: shugeo <sgazeos@gmail.com>
* Fixed sequence_mask op for both platforms and tests.
Signed-off-by: shugeo <sgazeos@gmail.com>
* Fixed solve and triangular_solve for more than 2D for adjoint cases.
Signed-off-by: shugeo <sgazeos@gmail.com>
* Added adjoint solve test again.
Signed-off-by: shugeo <sgazeos@gmail.com>
* Added a set of tests for triangual_solve and generic solve ops.
Signed-off-by: shugeo <sgazeos@gmail.com>
* Added a pair tests for triangular_solve
Signed-off-by: shugeo <sgazeos@gmail.com>
* Added tests for triangular_solve op.
Signed-off-by: shugeo <sgazeos@gmail.com>
* wrapper
* builtins
* context mgr
* direct place
* ret all var
* call fix
* fix ndarray serde
* jobs
* try-with gil management
* cleanup
* exec tests passing
* list tests
* transforms test passing
* all pass
* headers
* dict fixes+test
* python path
* bool isinstance
* job tests
* nits
* transform fix+test
* transform tests
* leak fixes
* more mem leak fixes
* more fixes
* nits for adam
* PythonJob lombok builder
* checked exceptions
* more nits
* small leak fix
* more nits
* pythonexceptions
* fix jvm crash when bad python code
* Exception->PythonException
* Add support for boolean types in arrow records and ability to cast from float, double to int for TypeConversion (#178)
* nits for alex
* update tests
* fix test
* all pass
* refacc
* rem old code
* dtypes
* bytes working+exception pass through+cleanup (#209)
* more bytes tests
* header
* rem dummy test
* rem bad import
* alex nits + refacc
* Small error fixes (wrong type in msg) + minor formatting
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* use actual python type names (dictionary->dict, boolean->bool)
Co-authored-by: Shams Ul Azeem <shamsazeem20@gmail.com>
Co-authored-by: Alex Black <blacka101@gmail.com>
* linear equations systems solve op. Initial commit.
Signed-off-by: shugeo <sgazeos@gmail.com>
* Fixed compiling issues.
Signed-off-by: shugeo <sgazeos@gmail.com>
* Linear equations systems solve. The next stage commit.
Signed-off-by: shugeo <sgazeos@gmail.com>
* Added test for linear equations systems solve operation.
Signed-off-by: shugeo <sgazeos@gmail.com>
* Added additional test and fixed lower matrix retrievance.
* Implementation for solve of the systems of linear equations."
Signed-off-by: shugeo <sgazeos@gmail.com>
* Refactored permutation generation.
Signed-off-by: shugeo <sgazeos@gmail.com>
* Added restore for permutations batched with cuda helper for solve op.
Signed-off-by: shugeo <sgazeos@gmail.com>
* Finished cuda implementation for solve op helpers.
Signed-off-by: shugeo <sgazeos@gmail.com>
* Refactored cpu helpers for solve op.
Signed-off-by: shugeo <sgazeos@gmail.com>
* Fix gtest output on Windows
* Fixed issue with permutation matrix for cuda implementation.
Signed-off-by: shugeo <sgazeos@gmail.com>
* Fixed issue with permutation matrix for cpu implementation.
Signed-off-by: shugeo <sgazeos@gmail.com>
* Eliminated waste comments.
Signed-off-by: shugeo <sgazeos@gmail.com>
* LinearSolve added
* Mapping added
* Javadoc added
* Refactored implementation of triangular_solve helpers and tests for solve matrix equations generally.
Signed-off-by: shugeo <sgazeos@gmail.com>
* Added a test for solve op.
Signed-off-by: shugeo <sgazeos@gmail.com>
* Solve test added
* Fix for TF import
Co-authored-by: Serhii Shepel <9946053+sshepel@users.noreply.github.com>
Co-authored-by: raver119 <raver119@gmail.com>
Co-authored-by: Alexander Stoyakin <alexander.stoyakin@gmail.com>
* Fixes for global pooling + masking with different mask datatypes
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Global pooling backprop dtype fixes
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Added isSkipped() to Observation
Signed-off-by: unknown <aboulang2002@yahoo.com>
* Changed refacInitMdp to use isSkipped()
Signed-off-by: unknown <aboulang2002@yahoo.com>
* Changed getHistoryProcessor()
Signed-off-by: unknown <aboulang2002@yahoo.com>
* Fixed getEpochCounter() incorrectly changed to getCurrentEpochStep() calls
Signed-off-by: Alexandre Boulanger <aboulang2002@yahoo.com>
* Removed StepCountable
Signed-off-by: Alexandre Boulanger <aboulang2002@yahoo.com>
* Fix build
Signed-off-by: Samuel Audet <samuel.audet@gmail.com>
* Fixed a problem in QLearningDiscrete and another in CartpoleNative
Signed-off-by: unknown <aboulang2002@yahoo.com>
* Update versions of JavaCPP Presets for NumPy, MKL, Gym, and TensorFlow
Signed-off-by: Samuel Audet <samuel.audet@gmail.com>
* RL4J: Add ability to set a random seed for GymEnv
Signed-off-by: Samuel Audet <samuel.audet@gmail.com>
Co-authored-by: Samuel Audet <samuel.audet@gmail.com>
* StringUtils for utf convertor raw implementation of all possible combinations, need to be add counter of bytes per symbol for any type and add api to call convertors and store data
Signed-off-by: Oleg <oleg.semeniv@gmail.com>
* StringUtils for utf convertor more corrections to support convertors
Signed-off-by: Oleg <oleg.semeniv@gmail.com>
* StringUtils for utf convertor some corrections and bug fixes, need review to discuss how to add multi-threading
Signed-off-by: Oleg <oleg.semeniv@gmail.com>
* StringUtils for utf convertor #8613 some corrections to move to multi-threading, add one test need discussion data inputs/outputs array presentation, need discussion the way of multi-threading
* StringUtils for utf convertor #8613 tests added some corrections to optimize build
Signed-off-by: Oleg <oleg.semeniv@gmail.com>
* StringUtils for utf convertor #8613 some corrections and code clean up
Signed-off-by: Oleg <oleg.semeniv@gmail.com>
* StringUtils for utf convertor #8613 code clean up and optimize usage, need update ndarray factory before replace std usage
Signed-off-by: Oleg <oleg.semeniv@gmail.com>
* StringUtils for utf convertor #8613 some staff to integrate converters into NDArrayFactory, update tests and add some functionality
Signed-off-by: Oleg <oleg.semeniv@gmail.com>
* StringUtils for utf convertor #8613 minor corrections and bug fix before discussion
* StringUtils for utf convertor #8613 some fixes and tets
* StringUtils for utf convertor #8613 some more staff to support different unicode
Signed-off-by: Oleg <oleg.semeniv@gmail.com>
* StringUtils for utf convertor #8613 fix linking bug
* StringUtils for utf convertor #8613 corrected several tests as defaults for string ndarray changed
* StringUtils for utf convertor #8613 replace some incorrect implementation, revert some test changes, need sync before testing
* StringUtils for utf convertor #8613 fixed several thing that were badly implemented yesterday, need optimization, testing (before testing have to be add support of u32 and u16 buffer visualization)
* StringUtils for utf convertor #8613 fixed to support u16 and u32, and convertor in ndarray, fix buffer print, etc
Signed-off-by: Oleg <oleg.semeniv@gmail.com>
* StringUtils for utf convertor #8613 merge master and sync with server
Signed-off-by: Oleg <oleg.semeniv@gmail.com>
* StringUtils for utf convertor #8613 some correction for string cast, need print check only asci support
Signed-off-by: Oleg <oleg.semeniv@gmail.com>
* StringUtils for utf convertor #8613 merge master, remove copies and add cast, need test, refactoring according review and clean up
* StringUtils for utf convertor #8613 fixed cast and copy issues
Signed-off-by: Oleg <oleg.semeniv@gmail.com>
* StringUtils for utf convertor #8613 fixed cuda and update tests
* StringUtils for utf convertor #8613 integration into NdArray, fix several tests for build pass, refactoring, etc
* - avoid ambiguity of NDArray ctrs overloading in some tests
Signed-off-by: Yurii <iuriish@yahoo.com>
* StringUtils for utf convertor #8613 NDArray string constructors added, updated NDArrayFactory, refactoring unicode and tests, etc
Signed-off-by: Oleg <oleg.semeniv@gmail.com>
* StringUtils for utf convertor #8613 fixed cuda build and test, refactoring and void* added to some functions
Signed-off-by: Oleg <oleg.semeniv@gmail.com>
* StringUtils for utf convertor #8613 void* integration, removed copy operation, refactoring, added tests for NDArray string constructors, etc
Signed-off-by: Oleg <oleg.semeniv@gmail.com>
* StringUtils for utf convertor #8613 several more fixes, improvements and updates
Signed-off-by: Oleg <oleg.semeniv@gmail.com>
* StringUtils for utf convertor #8613 master merge, code clean up and optimization before review
Signed-off-by: Oleg <oleg.semeniv@gmail.com>
* StringUtils for utf convertor #8613 minor fixes string element size define
Signed-off-by: Oleg <oleg.semeniv@gmail.com>
* StringUtils for utf convertor #8613 revert last changes as mistake
Signed-off-by: Oleg <oleg.semeniv@gmail.com>
* StringUtils for utf convertor #8613 fixed NDArray constructor build problem, remove order from string factory, fixed order use for factory via project, added catch of incorrect sync in cast of arrays to data types, fixed e method for strings, etc
Signed-off-by: Oleg <oleg.semeniv@gmail.com>
* StringUtils for utf convertor #8613 added javacpp hack, added multi-threading, minor corrections in license agreement
Signed-off-by: Oleg <oleg.semeniv@gmail.com>
* StringUtils for utf convertor #8613 windows builds fix, as "sting" is not treated as utf8
Signed-off-by: Oleg <oleg.semeniv@gmail.com>
Co-authored-by: Yurii Shyrma <iuriish@yahoo.com>
* - range op now accepts dargs
- dargs now can be in signature
Signed-off-by: raver119 <raver119@gmail.com>
* range dtype java side
Signed-off-by: raver119 <raver119@gmail.com>
* linspace fix
Signed-off-by: raver119 <raver119@gmail.com>
* lin_space fix for scalar outputs
Signed-off-by: raver119 <raver119@gmail.com>
* initial commit
Signed-off-by: raver119 <raver119@gmail.com>
* - one more test for OneHot with dtype
- one more signature in Nd4j
Signed-off-by: raver119 <raver119@gmail.com>
* ones_as/zeros_as now accept dtype
Signed-off-by: raver119 <raver119@gmail.com>
* one more test
Signed-off-by: raver119 <raver119@gmail.com>
* - more updates for configurable data types
- ones_as/zeros_as java side + tests
Signed-off-by: raver119 <raver119@gmail.com>
* few c++ tests fixed
Signed-off-by: raver119 <raver119@gmail.com>
* few more changes around DArgs
Signed-off-by: raver119 <raver119@gmail.com>
* - implementation of cudnn batchnorm_bp op
Signed-off-by: Yurii <iuriish@yahoo.com>
* - testing and fixing bugs in batchnorm_bp based on cudnn api
Signed-off-by: Yurii <iuriish@yahoo.com>
* - move pooling mkl code and delete some unnecessary files
Signed-off-by: Yurii <iuriish@yahoo.com>
* - implementation and testing cudnn pooling2d ops (avg/max, ff/bp)
Signed-off-by: Yurii <iuriish@yahoo.com>
* - implementation and testing cudnn pooling 3d (ff/bp) ops
Signed-off-by: Yurii <iuriish@yahoo.com>
* - provide ff step in case of cudnn maxpool3d_bp op
Signed-off-by: Yurii <iuriish@yahoo.com>
* - remove half type from set of supported types in mkl dpethwise conv op
Signed-off-by: Yurii <iuriish@yahoo.com>
* - bring back cudaStreamSynchronize in batchnorm and pooling cudnn ops
Signed-off-by: Yurii <iuriish@yahoo.com>
Co-authored-by: raver119 <raver119@gmail.com>
raver119
Yurii Shyrma
Oleh
Alexander Stoyakin
Shams Ul Azeem
Andrii T
shugeo
Fariz Rahman
Eduardo Gonzalez
Abdelrauf
Alex Black
Alexandre Boulanger