9efd811508
Use DL4J workspaces for SameDiff layers in MLN/CG ( #23 )
...
* #8329 DL4J workspace integration for SameDiff layers
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Fix bug for Nd4j.createUninitializedDetached for scalars (length 0 shape array)
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* SameDiff output layer, graph vertex, various fixes
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Javadoc
Signed-off-by: AlexDBlack <blacka101@gmail.com>
2019-11-02 17:42:01 +11:00
e9a7a13c00
More int/long compilation fixes ( #22 )
...
Signed-off-by: Alex Black <blacka101@gmail.com>
2019-11-02 15:20:19 +11:00
d82877b18b
Various SameDiff fixes ( #21 )
...
* MKLDNN LSTM forward implementation (disabled pending #8331 )
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* #8318 add SameDiff.calculateGradientsAndOutputs
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Disable mkldnn backprop for now - pending fix, issue #8335
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* #8337 Fix CudaExecutioner unnecessary result array allocation/replacement
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Small FlatBuffers serde fix, UInt8
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* #8135 ImagePreProcessingScaler - add segmentation support
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* #8319 Ensure listeners are called when they are supposed to be called
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* #8214 UNet (non-pretrained) last conv layer kernal size fix
Signed-off-by: AlexDBlack <blacka101@gmail.com>
2019-11-02 11:25:53 +11:00
b816845797
Fixing nd4j-cuda build ( #20 )
...
* Roll back recent fix to restore build.
* Fix compilation.
* presets updated
Signed-off-by: raver119 <raver119@gmail.com>
2019-11-01 15:59:29 +02:00
879a06c913
few typos fixed
...
Signed-off-by: raver119 <raver119@gmail.com>
2019-11-01 09:13:15 +03:00
45a40c8a89
DL4J/ND4J: Do pass on integer casts ( #15 )
...
* Int cast fixes.
* Revert "Int cast fixes."
This reverts commit aa36e8ca
* Int casts
* Int cast
* Int casts
* Get rid of int casts. Dropping deprecated aggregate ops.
* java scatterUpdate changes
Signed-off-by: raver119 <raver119@gmail.com>
* c++ scatterUpdate changes
Signed-off-by: raver119 <raver119@gmail.com>
* Remove aggregated ops.
* Restored test
* Tests restored.
* Minor fixes
2019-10-31 11:23:09 +02:00
95f7ad7b94
Shugeo suppression overlaps ( #9 )
...
* Added non_max_suppression_overlaps op and tests.
* Refactored implementation of non_max_suppression_overlaps.
* Refactoring of implementation of non_max_suppression_overlaps op.
* Refactoring of implementation of non_max_suppression op.
* Fixed portion error.
* Added cuda frontends for image suppression ops.
* Eliminated crash with cuda arch on image.non_max_suppression_overlaps op.
* Improved implementation of image_suppression helper for cpu platform.
* The generic approach of non_max_suppression_overlaps op helper with cuda platform.
* Working cuda implementation of helper non_max_suppression_overlaps op.
* Eliminated waste comments.
* Improved implementations for both platforms
* Refactored cuda implementation of image.non_max_suppression_overlaps op helper.
* Improved cuda implementation of non_max_suppression op helper.
* Refactored cuda implementation of image.non_max_suppression_overlaps op helper.
* Improved cuda implementation of image.non_max_suppression_overlaps op helper.
* Added modifications into cuda implementation for image suppression overlaps op.
* Correct queue emulation with cuda implementation of non_max_suppression_overlaps op.
* Prefinal stage of cuda implementation of non_max_suppression_overlaps.
* Worked cuda implementation of non_max_suppresion_overlaps helper.
* Fixed return to proper thread.
* Improvements for cuda implementation of image.non_max_suppression_overlaps op helper.
* Fixed implementation issues with non_max_suppression_overlaps on cuda platform.
* Fixed skip for non_max_suppression_overlaps on cuda platform.
* Finalize implementation of image_suppression helper and tests.
* Cosmetic changes only.
2019-10-30 13:43:45 +02:00
5a4d2e8b31
[WIP] SVD ( #16 )
...
* - new SVD constructor
- OrthogonalDistribution now uses SVD custom op
Signed-off-by: raver119 <raver119@gmail.com>
* shapes fixed
Signed-off-by: raver119 <raver119@gmail.com>
2019-10-28 12:31:01 +03:00
029a69a835
Shyrma bn mkl bp ( #14 )
...
* - write code for new batchnorm backprop
Signed-off-by: Yurii <iuriish@yahoo.com>
* - testing batchnorm backprop
Signed-off-by: Yurii <iuriish@yahoo.com>
* - write code for batchnorm backprop based on mkl dnn api
Signed-off-by: Yurii <iuriish@yahoo.com>
* - testing and fixing bugs in batchnorm_bp mkl dnn
Signed-off-by: Yurii <iuriish@yahoo.com>
* - made corrections required by reviewer
Signed-off-by: Yurii <iuriish@yahoo.com>
* - change name in java wrapper for batchnorm op
Signed-off-by: Yurii <iuriish@yahoo.com>
2019-10-26 14:14:21 +03:00
d333d29099
SameDiff cleanup and fixes ( #12 )
...
* #8160 Remove resolvePrepertiesFromSameDiffBeforeExecution
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* SameDiff API cleanup
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* More SameDiff cleanup
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Small fixes
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* #8248 Switch SameDiff variable init from lazy to creation time for more predictable behaviour
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* #8252 TanhDerivative javadoc
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* #8225 Deconvolution2D input validation
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* #8265 Switch SameDiff.outputs() to user settable, instead of unreliable 'best guess'
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* #8224 SameDiff.zero and .one create constants, not variables
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* More cleanup and fixes
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Small test fix
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Small fix
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* DL4J SameDiff fixes
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Re-add hack for Deconvolution2DLayer until #8315 is resolved
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* #8270 Move CUDA device/version logging to Java; can be disabled via existing org.nd4j.log.initialization system property
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* All ND4J init logging checks system property
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Small tweak
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Remove redundant device logging
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* One more fix
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* UX improvements
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Deconv fix
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Add deconv tests
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Cleanup
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Remove debug code
Signed-off-by: AlexDBlack <blacka101@gmail.com>
2019-10-26 12:38:08 +11:00
d98784197a
[WIP] Some optimizations in dl4j ( #11 )
...
* Minor optimization.
* Reduce number of objects.
* Extend arrays when limit reached
* Test
* Some fixes.
* Small fix
* Wrong condition fixed.
* Fixes of reallocation.
* Small fix.
* Tests
* Clean up
* Test added.
* Tests and some fixes.
* Test
* Test fixed.
* Conflict fixed.
* UX improved
2019-10-24 14:15:50 +03:00
730442ae21
Remove bad import ( #13 )
...
Signed-off-by: AlexDBlack <blacka101@gmail.com>
2019-10-24 20:51:15 +11:00
3f0b4a2d4c
SameDiff execution, TF and memory management overhaul ( #10 )
...
* SameDiff execution memory management improvements, round 1
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Round 2
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Round 3
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Clear node outputs closed array references; Slight change to OpValidation internals to not rely on cached op outputs
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Next steps
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Next step
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Cleanup
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* More polish
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Fix
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Add WeakIdentityHashmap
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Session fixes for control ops and next steps
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* More fixes
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Fixes
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* First steps for training session + in-line updating
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Next steps
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Fix losses and history during training
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* More fixes
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* BiasAdd and other fixes
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Don't use SDVariable.getArr() in TFGraphTestAllHelper (import tests)
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Small fix
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Cleanup
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* First steps for new dependency tracking approach
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Start integrating dependency tracking for memory management
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Non-control op dependency tracking works/passes
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Switch/merge
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Next steps
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Cleanup and next steps
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Small fixes
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Fix issue dependency tracking for initial variables/constants
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Add check for aliases when determining if safe to close array
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* First pass on new TF graph import class
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Import fixes, op fixes
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Cleanup and fixes for new TF import mapper
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* More cleanup
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Partial implementation of new dependency tracker
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Next steps
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* AbstractDependencyTracker for shared code
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Overhaul SameDiff graph execution (dependency tracking)
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* More fixes, cleanup, next steps
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Ad no-op memory manager, cleanup, fixes
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Fix switch dependency tracking
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* INDArray.toString: no exception on closed arrays, just note closed
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Fix enter and exit dependency tracking
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* TensorArray memory management fixes
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Add unique ID for INDArray instances
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Fix memory management for NextIteration outputs in multi-iteration loops
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Remove (now unnecessary) special case handling for nested enters
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Cleanup
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Handle control dependencies during execution; javadoc for memory managers
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Cleanup, polish, code comments, javadoc
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Cleanup and more javadoc
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Add memory validation for all TF import tests - ensure all arrays (except outputs) are released
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Clean up arrays waiting on unexecuted ops at the end of execution
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Fixes for enter op memory managent in the context of multiple non-nested loops/frames
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Fix order of operation issues for dependency tracker
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Always clear op fields after execution to avoid leaks or unintended array reuse
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Small fixes
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Re-implement dtype conversion
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Fix for control dependencies execution (dependency tracking)
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Fix TF import overrides and filtering
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Fix for constant enter array dependency tracking
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* DL4J Fixes
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* More DL4J fixes
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Cleanup and polish
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* More polish and javadoc
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* More logging level tweaks, small DL4J fix
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Small fix to DL4J SameDiffLayer
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Fix empty array deserialization, add extra deserialization checks
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* FlatBuffers control dep serialization fixes; test serialization as part of all TF import tests
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Variable control dependencies serialization fix
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Fix issue with removing inputs for ops
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* FlatBuffers NDArray deserialization fix
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* FlatBuffers NDArray deserialization fix
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Small fix
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Small fix
Signed-off-by: AlexDBlack <blacka101@gmail.com>
* Final cleanup/polish
Signed-off-by: AlexDBlack <blacka101@gmail.com>
2019-10-23 21:19:50 +11:00
f31661e13b
Merge pull request #7 from KonduitAI/asto_nd4s_10172019
...
KDTree optimization
2019-10-23 12:11:25 +03:00
35e6ffede4
Merge pull request #6 from KonduitAI/shyrma_broadcast
...
- replace condition isScalar() by condition length ==1 in some NDArra…
2019-10-22 07:56:04 +03:00
8f3eaebda5
- replace condition isScalar() by condition length ==1 in some NDArray methodds
...
Signed-off-by: Yurii <iuriish@yahoo.com>
2019-10-21 16:25:13 +03:00
775402c934
Merge pull request #5 from KonduitAI/asto_nd4s_build_10192019
...
Fix nd4s compilation
2019-10-19 21:57:02 +03:00
b556519e15
Fix compilation.
2019-10-19 21:48:43 +03:00
a4984d52d7
Merge pull request #4 from KonduitAI/shyrma_lstm
...
Shyrma lstm
2019-10-17 20:58:06 +03:00
99be467f76
- minor change in recurrent.h
...
Signed-off-by: Yurii <iuriish@yahoo.com>
2019-10-17 20:46:51 +03:00
70bd925abd
- write 2 versions of new lstmLayer: one is based on own code, second uses mkl dnn api
2019-10-17 20:44:52 +03:00
630bb3c9b6
Merge pull request #2 from KonduitAI/asto_ops_wrapper
...
[WIP] New ops wrapper
2019-10-16 20:21:50 +03:00
9e5799847a
TF names fixed.
2019-10-16 19:50:18 +03:00
502bedf5d5
Register ops for TF import.
2019-10-16 19:39:04 +03:00
ec722b20ee
TF names added
2019-10-16 19:29:19 +03:00
99d77e1384
Ops exported for sameDiff
2019-10-16 19:16:47 +03:00
3662657d5c
Merge pull request #1 from KonduitAI/shugeo_gamma
...
Shugeo gamma
2019-10-16 18:49:33 +03:00
24a2b2933f
Added gamma and lgamma functions.
2019-10-16 18:22:18 +03:00
96a9a1a733
Fixed output from operation.
2019-10-16 18:07:52 +03:00
7617682a46
Added declarations for igamma and igammac ops.
2019-10-16 14:45:10 +03:00
478a0c1f97
Added igamma and igammac broadcastable ops implementations and tests.
2019-10-16 14:02:53 +03:00
7103aca8c5
Added broadcastable IGamma and IGammac ops.
2019-10-16 13:58:32 +03:00
f90e6da97e
Added nd4j_gamma, nd4j_igamma and nd4j_igammac functions.
2019-10-16 13:53:31 +03:00
c4307384f3
Fixed shape for muli
2019-10-16 12:59:25 +03:00
d5002b14c7
New ops wrappers
2019-10-16 12:59:08 +03:00
df2448613e
Added gamma distribution functions.
2019-10-15 20:00:07 +03:00
2d750b69e5
Merge remote-tracking branch 'konduit/master'
2019-10-14 17:21:23 +11:00
d5568df7b3
Merge pull request #10 from KonduitAI/shugeo_fake_quant2
...
Shugeo fake quant2
2019-10-10 18:40:02 +03:00
ace65355c5
Added doc for fake_quant_with_min_max* op helpers cuda implementations.
2019-10-10 18:35:28 +03:00
c890de5a7b
Added doc for fake_quant_with_min_max* op helpers implementations.
2019-10-10 18:31:17 +03:00
c3f755d975
Refactored helpers both for cuda and cpu platforms.
2019-10-10 18:02:49 +03:00
a09cb5e2be
Added doc for fake_quant_with_min_max_per_channel op declaration.
2019-10-10 17:13:33 +03:00
92636b0b86
Eliminated waste operator.
2019-10-10 17:08:59 +03:00
d5b352273d
Implementation of cuda kernel for fake_quant_with_min_max_vars_per_channels op. Final revision.
2019-10-10 16:51:29 +03:00
02d8616692
Implementation of cuda kernel for fake_quant_with_min_max_vars_per_channels op.
2019-10-10 16:40:56 +03:00
3504b0cda9
Implemented fake_quant_with_min_max_vars_per_channel fop cuda helper. The first working revision.
2019-10-10 15:44:50 +03:00
753565145c
Refactored fake_quant_with_min_max_vars op cuda implementation.
2019-10-10 14:00:49 +03:00
c13e945a96
Fixed fake_quant_with_min_max_vars op and tests.
2019-10-10 13:23:11 +03:00
fa8105bf0f
Merge pull request #9 from KonduitAI/asto_nd4s_indexing
...
[WIP] Indexing for INDArray in nd4s
2019-10-10 11:03:06 +03:00
156fba4f77
Minor fix
...
Signed-off-by: Alexander Stoyakin <alexander.stoyakin@gmail.com>
2019-10-10 10:49:07 +03:00
Alex Black
Alexander Stoyakin
raver119
shugeo
Yurii Shyrma