* MKLDNNConvHelper: don't permute; pass in weight format arg
Signed-off-by: Alex Black <blacka101@gmail.com>
* Fix flaky tests unrelated to main branch change
Signed-off-by: Alex Black <blacka101@gmail.com>
* Don't log every extracted file for LFW and other auto-downloaded image loaders using BaseImageLoader.downloadAndUntar
Signed-off-by: Alex Black <blacka101@gmail.com>
* MergeMaxIndex, ReverseBp, Tri, Triu and TriuBp added
Signed-off-by: Andrii Tuzhykov <andrewtuzhykov@gmail.com>
* Upsamling3d draft
Signed-off-by: Andrii Tuzhykov <andrewtuzhykov@gmail.com>
* minor fix (upsampling3dBp inputDatatype.size=2)
Signed-off-by: Andrii Tuzhykov <andrewtuzhykov@gmail.com>
* polished testcases
Signed-off-by: Andrii Tuzhykov <andrewtuzhykov@gmail.com>
* matching of Upsampling3d input format according to cpp iArg
Signed-off-by: Andrii Tuzhykov <andrewtuzhykov@gmail.com>
* ops generated from codegen
Signed-off-by: Andrii Tuzhykov <andrewtuzhykov@gmail.com>
* requested changes
Signed-off-by: Andrii Tuzhykov <andrewtuzhykov@gmail.com>
* added super() for Triu
Signed-off-by: Andrii Tuzhykov <andrewtuzhykov@gmail.com>
* everything passes except TriuOp
Signed-off-by: Andrii Tuzhykov <andrewtuzhykov@gmail.com>
* Tri op dtype arg (output datatype config support) + default float32
Signed-off-by: Alex Black <blacka101@gmail.com>
* Small fixes
Signed-off-by: Alex Black <blacka101@gmail.com>
* temporary commit with manually edited sd/nd ops
Signed-off-by: Andrii Tuzhykov <andrewtuzhykov@gmail.com>
* Cannot use 'val' here because initializer expression does not have a representable type: Type cannot be resolved
Signed-off-by: Andrii Tuzhykov <andrewtuzhykov@gmail.com>
* all tests passed
Signed-off-by: Andrii Tuzhykov <andrewtuzhykov@gmail.com>
* few requested changes
Signed-off-by: Andrii Tuzhykov <andrewtuzhykov@gmail.com>
* Small fixes
Signed-off-by: Alex Black <blacka101@gmail.com>
* Ignore reverse_bp test due to logged issue
Signed-off-by: Alex Black <blacka101@gmail.com>
* Fix reverse op
Signed-off-by: Alex Black <blacka101@gmail.com>
* Fix MergeMaxIndex dtype -> iarg
Signed-off-by: Alex Black <blacka101@gmail.com>
Co-authored-by: Alex Black <blacka101@gmail.com>
* GRU and GRUBp ops added and tested
Signed-off-by: Andrii Tuzhykov <andrewtuzhykov@gmail.com>
* minor polishing
Signed-off-by: Andrii Tuzhykov <andrewtuzhykov@gmail.com>
* few requested changes
Signed-off-by: Andrii Tuzhykov <andrewtuzhykov@gmail.com>
* regenerated namespace + small fix in RnnOpValidation
Signed-off-by: Andrii Tuzhykov <andrewtuzhykov@gmail.com>
* Fix bad character in RnnOpValidation
Signed-off-by: Alex Black <blacka101@gmail.com>
Co-authored-by: Alex Black <blacka101@gmail.com>
* Allow to destroy workspaces on demand
Signed-off-by: raver119 <raver119@gmail.com>
* MMAP'd workspace can't have LearningPolicy
Signed-off-by: raver119 <raver119@gmail.com>
* throw an exception on CUDA
Signed-off-by: raver119 <raver119@gmail.com>
* #8861 Training evaluation on variables not required for loss fix
Signed-off-by: Alex Black <blacka101@gmail.com>
* Dependency version updates flagged by dependabot
Signed-off-by: Alex Black <blacka101@gmail.com>
* working on ALE image pipelines that appear to lose data
* transformation pipeline for ALE has been broken for a while and needed some cleanup to make sure that openCV tooling for scene transforms was actually working.
* allowing history length to be set and passed through to history merge transforms
Signed-off-by: Bam4d <chrisbam4d@gmail.com>
* native image loader is not thread-safe so should not be static
Signed-off-by: Bam4d <chrisbam4d@gmail.com>
* make sure the transformer for encoding observations that are not pixels converts corectly
Signed-off-by: Bam4d <chrisbam4d@gmail.com>
* Test fixes for ALE pixel observation shape
Signed-off-by: Bam4d <chrisbam4d@gmail.com>
* Fix compilation errors
Signed-off-by: Samuel Audet <samuel.audet@gmail.com>
* fixing some post-merge issues, and comments from PR
Signed-off-by: Bam4d <chrisbam4d@gmail.com>
Co-authored-by: Samuel Audet <samuel.audet@gmail.com>
* Increase default test timeout to 60 sec due to slow PPC CI machines
Signed-off-by: Alex Black <blacka101@gmail.com>
* Fix flaky NLP test (randomly fails due to no RNG seed set)
Signed-off-by: Alex Black <blacka101@gmail.com>
* fix Freemarker version mismatch: change version requested in TrainModule to 2.3.23 (freemarker.version in pom.xml)
Signed-off-by: Tamás Fenyvesi <tamas.fenyvesi@doknet.hu>
* fix checking multi-session mode in VertxUIServer.getInstance. Tested multiple calls in TestVertxUIMultiSession.
Signed-off-by: Tamás Fenyvesi <tamas.fenyvesi@doknet.hu>
* fix UIServer.getInstance() to return existing instance
Signed-off-by: Tamás Fenyvesi <tamas.fenyvesi@doknet.hu>
* extend timeout for manual UI tests from 30 to 600 seconds
Signed-off-by: Tamás Fenyvesi <tamas.fenyvesi@doknet.hu>
* start and stop UI server synchronously (wait until complete), tests
Signed-off-by: Tamás Fenyvesi <tamas.fenyvesi@doknet.hu>
* fix for auto-attaching StatsStorage given in VertxUIServer#getInstance(Integer, boolean, Function<String,StatsStorage>), test improvements
Signed-off-by: Tamás Fenyvesi <tamas.fenyvesi@doknet.hu>
* exception handling, test improvements
Signed-off-by: Tamás Fenyvesi <tamas.fenyvesi@doknet.hu>
* add asynchronous method to start UI server
Signed-off-by: Tamás Fenyvesi <tamas.fenyvesi@doknet.hu>
* fix UIServer.getInstance() to return existing instance
Signed-off-by: Tamás Fenyvesi <tamas.fenyvesi@doknet.hu>
* fix UI server language setting in multi-session mode
Signed-off-by: Tamás Fenyvesi <tamas.fenyvesi@doknet.hu>
* fix UI server system tab not loading data in multi-session mode
Signed-off-by: Tamás Fenyvesi <tamas.fenyvesi@doknet.hu>
* undo added InterruptedException in UIServer.getInstance()
Signed-off-by: Tamás Fenyvesi <tamas.fenyvesi@doknet.hu>
* fix async stopping of UIServer.stopAsync(Promise<Void>), added test
Signed-off-by: Tamás Fenyvesi <tamas.fenyvesi@doknet.hu>
* restore the daemon thread style behaviour of UIServer: don't keep the process alive just because the UI is running
Signed-off-by: Tamás Fenyvesi <tamas.fenyvesi@doknet.hu>
* speed up and don't @Ignore tests in TestVertxUI and TestVertxUIMultiSession, put longer tests to separate class TestVertxUIManual
Signed-off-by: Tamás Fenyvesi <tamas.fenyvesi@doknet.hu>
* Fixing issues from Sonar report
* Proper logger of exceptions
* Coding style fixes
* Use dup parameter
* Cleanup, minor issues
* Cuda compilation fixed and some minor fixes
* First steps for DL4J NHWC support
Signed-off-by: Alex Black <blacka101@gmail.com>
* Conv2d NHWC forward pass works
Signed-off-by: Alex Black <blacka101@gmail.com>
* Conv2d NHWC backprop
Signed-off-by: Alex Black <blacka101@gmail.com>
* Conv2d backprop + fixes; subsampling fwd/bwd; improve tests
Signed-off-by: Alex Black <blacka101@gmail.com>
* Zero padding layer NHWC support
Signed-off-by: Alex Black <blacka101@gmail.com>
* Cropping2D NHWC support
Signed-off-by: Alex Black <blacka101@gmail.com>
* Deconv2d NHWC + clean up NHWC test framework code duplication
Signed-off-by: Alex Black <blacka101@gmail.com>
* CnnLossLayer NHWC support
Signed-off-by: Alex Black <blacka101@gmail.com>
* Upsampling and batchnorm NHWC support
Signed-off-by: Alex Black <blacka101@gmail.com>
* Space to depth
Signed-off-by: Alex Black <blacka101@gmail.com>
* Depthwise pt1
Signed-off-by: Alex Black <blacka101@gmail.com>
* Depthwise pt2 and LRN
Signed-off-by: Alex Black <blacka101@gmail.com>
* SpaceToBatch
Signed-off-by: Alex Black <blacka101@gmail.com>
* LocallyConnected2D
Signed-off-by: Alex Black <blacka101@gmail.com>
* Fix depthwise nhwc support
Signed-off-by: Alex Black <blacka101@gmail.com>
* Upsampling NHWC - workaround for #8857
Signed-off-by: Alex Black <blacka101@gmail.com>
* Workaround for #8859 - SpaceToDepth
Signed-off-by: Alex Black <blacka101@gmail.com>
* Batch normalization workaround - #8860
Signed-off-by: Alex Black <blacka101@gmail.com>
* cuDNN fixes
Signed-off-by: Alex Black <blacka101@gmail.com>
* Switch cudnn conv2d to permute based impl due to 'true' NHWC not working
Signed-off-by: Alex Black <blacka101@gmail.com>
* cuDNN subsampling helper NHWC fix
Signed-off-by: Alex Black <blacka101@gmail.com>
* Upsampling/batchnorm fixes
Signed-off-by: Alex Black <blacka101@gmail.com>
* Small fixes
Signed-off-by: Alex Black <blacka101@gmail.com>
* CNN2D NHWC gradient checks (make CNNGradientCheckTest parameterized)
Signed-off-by: Alex Black <blacka101@gmail.com>
* Gradient checks, SConv2d, bunch of fixes
Signed-off-by: Alex Black <blacka101@gmail.com>
* Small fixes
Signed-off-by: Alex Black <blacka101@gmail.com>
* Global pooling NHWC support
Signed-off-by: Alex Black <blacka101@gmail.com>
* Also test both float and double for cuDNN NHWC tests
Signed-off-by: Alex Black <blacka101@gmail.com>
* Javadoc
Signed-off-by: Alex Black <blacka101@gmail.com>
* Ignore failing keras import test until next PR
Signed-off-by: Alex Black <blacka101@gmail.com>
* Fixed bound problem with Exponential distribution implementation.
Signed-off-by: shugeo <sgazeos@gmail.com>
* Added test for Exponential distribution to avoid infinities.
Signed-off-by: shugeo <sgazeos@gmail.com>
* Added a test for exponential distribution with 1M elements.
Signed-off-by: shugeo <sgazeos@gmail.com>
* Cosmetical changes only and tests.
Signed-off-by: shugeo <sgazeos@gmail.com>
* Modified test and implementation for exponential_distribution op.
Signed-off-by: shugeo <sgazeos@gmail.com>
Co-authored-by: raver119 <raver119@gmail.com>
* Remove old nd4j-jackson dependencies
Signed-off-by: Alex Black <blacka101@gmail.com>
* Fix use of old/deprecated JSON serializer
Signed-off-by: Alex Black <blacka101@gmail.com>
* Fix deserialization
Signed-off-by: Alex Black <blacka101@gmail.com>
* Delete test using deleted ser/de classes
Signed-off-by: Alex Black <blacka101@gmail.com>
* Delete another copy of old test
Signed-off-by: Alex Black <blacka101@gmail.com>
* wip
Signed-off-by: Robert Altena <Rob@Ra-ai.com>
* up to assign operation.
Signed-off-by: Robert Altena <Rob@Ra-ai.com>
* fix Imax, IMin.
Signed-off-by: Robert Altena <Rob@Ra-ai.com>
* concat.
Signed-off-by: Robert Altena <Rob@Ra-ai.com>
* dynamicPartition
Signed-off-by: Robert Altena <Rob@Ra-ai.com>
* new ops up to gte.
Signed-off-by: Robert Altena <Rob@Ra-ai.com>
* wip
Signed-off-by: Robert Altena <Rob@Ra-ai.com>
* updated review items.
Signed-off-by: Robert Altena <Rob@Ra-ai.com>
* up to matchCondition.
Signed-off-by: Robert Altena <Rob@Ra-ai.com>
* wip
Signed-off-by: Robert Altena <Rob@Ra-ai.com>
* up to OneHot.
Signed-off-by: Robert Altena <Rob@Ra-ai.com>
* wip. up to permute.
Signed-off-by: Robert Altena <Rob@Ra-ai.com>
* wip. up to rank.
Signed-off-by: Robert Altena <Rob@Ra-ai.com>
* wip. up to scatterMul.
Signed-off-by: Robert Altena <Rob@Ra-ai.com>
* resolving code review issues.
Signed-off-by: Robert Altena <Rob@Ra-ai.com>
* wip. inclides UnsortedSegment ops.
Signed-off-by: Robert Altena <Rob@Ra-ai.com>
* wip. up to stridedSlice.
Signed-off-by: Robert Altena <Rob@Ra-ai.com>
* fix stridedSlice.
Signed-off-by: Robert Altena <Rob@Ra-ai.com>
* first pass of SDBaseops.kt complete.
Signed-off-by: Robert Altena <Rob@Ra-ai.com>
* fix review items.
Signed-off-by: Robert Altena <Rob@Ra-ai.com>
* wip
Signed-off-by: Robert Altena <Rob@Ra-ai.com>
* put branch in compilable state.
Signed-off-by: Robert Altena <Rob@Ra-ai.com>
* add NDBaseTest. fix dynamicPartition signature. failed fix of assign.
Signed-off-by: Robert Altena <Rob@Ra-ai.com>
* make tests public.
Signed-off-by: Robert Altena <Rob@Ra-ai.com>
* adds tests up to invertedPermutation.
Signed-off-by: Robert Altena <Rob@Ra-ai.com>
* fix ScalarEquals, Assign.
Signed-off-by: Robert Altena <Rob@Ra-ai.com>
* wip
Signed-off-by: Robert Altena <Rob@Ra-ai.com>
* updates NDBaseTest.
Signed-off-by: Robert Altena <Rob@Ra-ai.com>
* updates 'check' comments based on test pass/fail.
Signed-off-by: Robert Altena <Rob@Ra-ai.com>
* fix scalar ops. Update tests,
Signed-off-by: Robert Altena <Rob@Ra-ai.com>
* dev-tools review items. wip.
Signed-off-by: Robert Altena <Rob@Ra-ai.com>
* dev-tools code review items.
Signed-off-by: Robert Altena <Rob@Ra-ai.com>
* Test fixes
Signed-off-by: Alex Black <blacka101@gmail.com>
* complete review items.
Signed-off-by: Robert Altena <Rob@Ra-ai.com>
* Comment for logged issue; fix test case
Signed-off-by: Alex Black <blacka101@gmail.com>
* Fixes
Signed-off-by: Alex Black <blacka101@gmail.com>
* More fixes
* wip
Signed-off-by: Robert Altena <Rob@Ra-ai.com>
* undo changes to Nd4jCpu.java
Signed-off-by: Robert Altena <Rob@Ra-ai.com>
* update tests.
Signed-off-by: Robert Altena <Rob@Ra-ai.com>
* Fixes and regenerate
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Small test fixes
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* small fixes to tests.
Signed-off-by: Robert Altena <Rob@Ra-ai.com>
* Cleanup
Signed-off-by: Alex Black <blacka101@gmail.com>
* Fixes
Signed-off-by: Alex Black <blacka101@gmail.com>
* Small CUDAExecutioner fix
Signed-off-by: Alex Black <blacka101@gmail.com>
* Fixes
Signed-off-by: Alex Black <blacka101@gmail.com>
* Small CudaExecutioner fix
Signed-off-by: Alex Black <blacka101@gmail.com>
* Another small CudaExecutioner fix
Signed-off-by: Alex Black <blacka101@gmail.com>
* Another small CudaExecutioner fix
Signed-off-by: Alex Black <blacka101@gmail.com>
Co-authored-by: Robert Altena <Rob@Ra-ai.com>
* Added test and fixed error message for unsorted_segment_sqrt_n op.
Signed-off-by: shugeo <sgazeos@gmail.com>
* Fixed error message for unsorted_segment_* ops when 1 segment is given.
Signed-off-by: shugeo <sgazeos@gmail.com>
* refactoring global async to use a much simpler update procedure with a single global lock
Signed-off-by: Bam4d <chrisbam4d@gmail.com>
* simplification of async learning algorithms, stabilization + better hyperparameters
Signed-off-by: Bam4d <chrisbam4d@gmail.com>
* started to play with using mockito for tests
Signed-off-by: Bam4d <chrisbam4d@gmail.com>
* Working on refactoring tests for async classes and trying to make async simpler
Signed-off-by: Bam4d <chrisbam4d@gmail.com>
* more work on mockito tests and making some tests much less complex and more explicit in what they are testing
Signed-off-by: Bam4d <chrisbam4d@gmail.com>
* some fixes from merging
* do not allow copying of the current network to worker threads, fixing debug line
Signed-off-by: Bam4d <chrisbam4d@gmail.com>
* adding some more tests around PR review
Signed-off-by: Bam4d <chrisbam4d@gmail.com>
* Adding more tests after review comments
Signed-off-by: Bam4d <chrisbam4d@gmail.com>
* few more tests and fixes from PR review
* remove rename of maxEpochStep to maxStepsPerEpisode as we agreed to review this in a seperate PR
* 2019 instead of 2018 on copyright header
* adding konduit copyright to files
* some more copyright headers
Signed-off-by: Bam4d <chrisbam4d@gmail.com>
Co-authored-by: Alexandre Boulanger <aboulang2002@yahoo.com>
* Input format extended
* Deleted redundant code
* Added weights format to conv2d config
* Refactoring
* dl4j base test functionality
* Different tests base class per module
* Check base class for dl4j-graph subproject tests
* Check if test classes extend BaseDL4JTest
* Use nd4j-common-tests as transient dependency
* Enums and tests added
* Added codegenerated methods
* Use namespace methods
* Replace DifferentialFunctionFactory with codegenerated classes
* Fixed linspace
* Namespaces regenerated
* Namespaces used instead of factory
* Regenerated base classes
* Input format extended
* Added weights format to conv2d config
* Refactoring
* dl4j base test functionality
* Different tests base class per module
* Check base class for dl4j-graph subproject tests
* Check if test classes extend BaseDL4JTest
* Use nd4j-common-tests as transient dependency
* Enums and tests added
* Added codegenerated methods
* Use namespace methods
* Replace DifferentialFunctionFactory with codegenerated classes
* Fixed linspace
* Namespaces regenerated
* Regenerated base classes
* Regenerated namespaces
* Generate nd4j namespaces
* INDArrays accepting constructors
* Generated some ops
* Some fixes
* SameDiff ops regenerated
* Regenerated nd4j ops
* externalErrors moved
* Compilation fixes
* SquaredDifference - strict number of args
* Deprecated code cleanup. Proper base class for tests.
* Extend test classes with BaseND4JTest
* Extend test classes with BaseDL4JTest
* Legacy code
* DL4J cleanup
* Exclude test utils from base class check
* Tests fixed
* Arbiter tests fix
* Test dependency scope fix + pom.xml formatting
Signed-off-by: Alex Black <blacka101@gmail.com>
* Significant number of fixes
Signed-off-by: Alex Black <blacka101@gmail.com>
* Another round of fixes
Signed-off-by: Alex Black <blacka101@gmail.com>
* Another round of fixes
Signed-off-by: Alex Black <blacka101@gmail.com>
* Few additional fixes
Signed-off-by: Alex Black <blacka101@gmail.com>
* DataVec missing test scope dependencies
Signed-off-by: Alex Black <blacka101@gmail.com>
Co-authored-by: Alex Black <blacka101@gmail.com>
* Increase default timeout on Spark tests
Signed-off-by: Alex Black <blacka101@gmail.com>
* #8840 disable deeplearning4j-nlp-korean module for scala 2.12
Signed-off-by: Alex Black <blacka101@gmail.com>
* Fix for change-scala-versions.sh
Signed-off-by: Alex Black <blacka101@gmail.com>
* CUDA test fixes + more timeout issues
Signed-off-by: Alex Black <blacka101@gmail.com>
* More CUDA
Signed-off-by: Alex Black <blacka101@gmail.com>
* Small fix for cuDNN subsampling + same mode
Signed-off-by: Alex Black <blacka101@gmail.com>
* Flaky test fix
Signed-off-by: Alex Black <blacka101@gmail.com>
* Reduce memory requirements for ValidateCuDNN BN test
Signed-off-by: Alex Black <blacka101@gmail.com>
* Fix slow/ineffirient scalnet tests
Signed-off-by: Alex Black <blacka101@gmail.com>
* Increase timeouts to avoid failures if CI machines are slower than expected
Signed-off-by: Alex Black <blacka101@gmail.com>
* Ignore flaky test (issue #8849) and increase timeout for slow CI downloads
Signed-off-by: Alex Black <blacka101@gmail.com>
* Add a message to the runtime exception
Signed-off-by: Paul Dubs <paul.dubs@gmail.com>
* Output Convolutions as PNG instead of JPG
A lossless encoding is useful in this case, as it allows small details to be preserved
Signed-off-by: Paul Dubs <paul.dubs@gmail.com>
* - 1D indexing fix
- couple of new tests for 1D indexing
Signed-off-by: raver119 <raver119@gmail.com>
* percentile fix + test
Signed-off-by: raver119 <raver119@gmail.com>
* wrong signature used in test
Signed-off-by: raver119 <raver119@gmail.com>
* - start working on bp for lstm
Signed-off-by: Yurii <iuriish@yahoo.com>
* - further working on bp for lstmLayer
Signed-off-by: Yurii <iuriish@yahoo.com>
* - minor change
Signed-off-by: Yurii <iuriish@yahoo.com>
* - further work on bp for lstmLayer 2
Signed-off-by: Yurii <iuriish@yahoo.com>
* - further work on bp for lstmLayer 3
Signed-off-by: Yurii <iuriish@yahoo.com>
* - further work on bp for lstmLayer 4
Signed-off-by: Yurii <iuriish@yahoo.com>
* - further work on bp for lstmLayer 5
Signed-off-by: Yurii <iuriish@yahoo.com>
* - further work on bp for lstmLayer 6
Signed-off-by: Yurii <iuriish@yahoo.com>
* - further work on bp for lstmLayer 7
Signed-off-by: Yurii <iuriish@yahoo.com>
* - further work on bp for lstmLayer 8
Signed-off-by: Yurii <iuriish@yahoo.com>
* - further work on bp for lstmLayer 9
Signed-off-by: Yurii <iuriish@yahoo.com>
* - provide lstmLayerCell and lstmLayerCellBp as separate CUSTOM_OPs
Signed-off-by: Yurii <iuriish@yahoo.com>
* - testing and fixing lstmLayerCellBp helper
Signed-off-by: Yurii <iuriish@yahoo.com>
* - implement lstmLayerCellBp as separate op
Signed-off-by: Yurii <iuriish@yahoo.com>
* - implement lstmLayerBp as separate op (not tested)
Signed-off-by: Yurii <iuriish@yahoo.com>
* - fixing calculations of dLdWp and dLdb in lstmLayerCellBp
Signed-off-by: Yurii <iuriish@yahoo.com>
* - further work on bp for lstmLayer 10
Signed-off-by: Yurii <iuriish@yahoo.com>
* - fixing typo in lstmLayerTimeLoop
Signed-off-by: Yurii <iuriish@yahoo.com>
* - forgot to perform clipping of c array and calculate corresponding derivative in lstmLayerCellBp
Signed-off-by: Yurii <iuriish@yahoo.com>
* - further work on bp for lstmLayer 10
Signed-off-by: Yurii <iuriish@yahoo.com>
* - testing and fixing bugs in lstmLayer_bp op 1
Signed-off-by: Yurii <iuriish@yahoo.com>
* - testing and fixing bugs in lstmLayer_bp op 2
Signed-off-by: Yurii <iuriish@yahoo.com>
* - turn off heavy tests for cuda for lstmLayer_bp op
Signed-off-by: Yurii <iuriish@yahoo.com>
* - forgot to nullify gradients at eliminated time steps (when sequnce length array is present )
Signed-off-by: Yurii <iuriish@yahoo.com>
* libnd4j added optional alpha and beta support to matmul
Signed-off-by: Oleg <oleg.semeniv@gmail.com>
* libnd4j typos fixes
Signed-off-by: Oleg <oleg.semeniv@gmail.com>
* libnd4j add optional alpha and beta to matmul_bp
Signed-off-by: Oleg <oleg.semeniv@gmail.com>
* libnd4j one more typo fix
Signed-off-by: Oleg <oleg.semeniv@gmail.com>
* libnd4j added optional alpha and beta to mkl implementation
Signed-off-by: Oleg <oleg.semeniv@gmail.com>
* MatMul alpha/beta on java side
Signed-off-by: raver119 <raver119@gmail.com>
* alpha/beta fix in libnd4j
Signed-off-by: raver119 <raver119@gmail.com>
* alpha/beta fix in matmul_bp
Signed-off-by: raver119 <raver119@gmail.com>
* restored view validation
Signed-off-by: raver119 <raver119@gmail.com>
* gemv/gemm now use MatMul op
Signed-off-by: raver119 <raver119@gmail.com>
* few tests fixed
Signed-off-by: raver119 <raver119@gmail.com>
* additional INDArray.mmul signature
Signed-off-by: raver119 <raver119@gmail.com>
* make C order default for INDArray.mmul, unless both A/B have F order
Signed-off-by: raver119 <raver119@gmail.com>
* Nd4j.gemm validation fix
Signed-off-by: raver119 <raver119@gmail.com>
* disable mkldnn matmul for xxf with beta != 0 case
Signed-off-by: raver119 <raver119@gmail.com>
* SimpleRnn workspace fix + timeouts
Signed-off-by: Alex Black <blacka101@gmail.com>
* two more tests + minor fix in matmul platform check
Signed-off-by: raver119 <raver119@gmail.com>
* Flaky test fixes
Signed-off-by: Alex Black <blacka101@gmail.com>
* propagate testresources profile
Signed-off-by: raver119 <raver119@gmail.com>
* Resources fix + flaky test fix
Signed-off-by: Alex Black <blacka101@gmail.com>
Co-authored-by: Oleg <oleg.semeniv@gmail.com>
Co-authored-by: Alex Black <blacka101@gmail.com>
* init in this branch
Signed-off-by: Andrii Tuzhykov <andrewtuzhykov@gmail.com>
* Lenetet Mnist workflow
Signed-off-by: Andrii Tuzhykov <andrewtuzhykov@gmail.com>
* small fix for calculations
Signed-off-by: Andrii Tuzhykov <andrewtuzhykov@gmail.com>
* for Alex to check placeholder null pointer issue
Signed-off-by: Andrii Tuzhykov <andrewtuzhykov@gmail.com>
* CNN3D workflow
Signed-off-by: Andrii Tuzhykov <andrewtuzhykov@gmail.com>
* state for launching on dxg to regenterate dl4j examples
Signed-off-by: Andrii Tuzhykov <andrewtuzhykov@gmail.com>
* SD RNN test case workflow
Signed-off-by: Andrii Tuzhykov <andrewtuzhykov@gmail.com>
* small fixes
Signed-off-by: Andrii Tuzhykov <andrewtuzhykov@gmail.com>
* checkpoint at lstmBlock: Input array 1 (x) rank must be got input with rank 2 issue
Signed-off-by: Andrii Tuzhykov <andrewtuzhykov@gmail.com>
* Fix LSTMLayer inputs order
Signed-off-by: Andrii Tuzhykov <andrewtuzhykov@gmail.com>
* lstm mismatch with c++ op issue
Signed-off-by: Andrii Tuzhykov <andrewtuzhykov@gmail.com>
* LSTMLayer config draft
Signed-off-by: Andrii Tuzhykov <andrewtuzhykov@gmail.com>
* LSTMLayer config draft v2
Signed-off-by: Andrii Tuzhykov <andrewtuzhykov@gmail.com>
* have doubt I had to do this
Signed-off-by: Andrii Tuzhykov <andrewtuzhykov@gmail.com>
* NDRNN generated by codegen
Signed-off-by: Andrii Tuzhykov <andrewtuzhykov@gmail.com>
* LSTMLayerTestCases draft
Signed-off-by: Andrii Tuzhykov <andrewtuzhykov@gmail.com>
* minor fixes again
* added LSTMLayer testcases to nd4j-tests + setted Preconditions in LSTMLayer constructors
Signed-off-by: Andrii Tuzhykov <andrewtuzhykov@gmail.com>
* added lost SDCNNtestcases
Signed-off-by: Andrii Tuzhykov <andrewtuzhykov@gmail.com>
* overrided getNumOutputs from DynamicCustomOp in LSTMLayer and reorganized LSTMLayerOutputs according to cpp op
Signed-off-by: Andrii Tuzhykov <andrewtuzhykov@gmail.com>
* finished with LSTMLayerOutputs
Signed-off-by: Andrii Tuzhykov <andrewtuzhykov@gmail.com>
* Fix MKLDNN platform checks (i.e., when MKLDNN can be used vs. not)
Signed-off-by: Alex Black <blacka101@gmail.com>
* Fix LSTMLayerWeights input order
Signed-off-by: Alex Black <blacka101@gmail.com>
* More fixes
Signed-off-by: Alex Black <blacka101@gmail.com>
* minor fixes
Signed-off-by: Andrii Tuzhykov <andrewtuzhykov@gmail.com>
* fixed LSTMLayer testcases
Signed-off-by: Andrii Tuzhykov <andrewtuzhykov@gmail.com>
* finished SameDiffRNNTestCase
Signed-off-by: Andrii Tuzhykov <andrewtuzhykov@gmail.com>
* finished all testcases + minor fixes
Signed-off-by: Andrii Tuzhykov <andrewtuzhykov@gmail.com>
* Multiple generation-related fixes
Signed-off-by: Alex Black <blacka101@gmail.com>
* Fix multiple issues
Signed-off-by: Alex Black <blacka101@gmail.com>
* More fixes
Signed-off-by: Alex Black <blacka101@gmail.com>
* LSTM fixes
Signed-off-by: Alex Black <blacka101@gmail.com>
* Regenerate ND4J namespaces and fix multiple issues
Signed-off-by: Alex Black <blacka101@gmail.com>
* changed SameDiffRNNTestCase
Signed-off-by: Andrii Tuzhykov <andrewtuzhykov@gmail.com>
* Small fix
Signed-off-by: Alex Black <blacka101@gmail.com>
* added Nd4j.getRandom().setSeed(12345) where needed
Signed-off-by: Andrii Tuzhykov <andrewtuzhykov@gmail.com>
* #8828 Fix ND4J profiler NaN/Inf checks when using OpContext
Signed-off-by: Alex Black <blacka101@gmail.com>
* #8828 Fix ND4J profiler NaN/Inf checks when using OpContext
Signed-off-by: Alex Black <blacka101@gmail.com>
* Tweak to weight init for SameDiff CNN test case
Signed-off-by: Alex Black <blacka101@gmail.com>
* Tweaks for test cases
Signed-off-by: Alex Black <blacka101@gmail.com>
* Ignore failing tests until fixed
Signed-off-by: Alex Black <blacka101@gmail.com>
* Fix
Signed-off-by: Alex Black <blacka101@gmail.com>
Co-authored-by: Alex Black <blacka101@gmail.com>
Alex Black
Andrii T
raver119
Fariz Rahman
Chris Bamford
Tamás Fenyvesi
Alexander Stoyakin
shugeo
Alexandre Boulanger
Paul Dubs
Oleh
Yurii Shyrma
Samuel Audet