Commit Graph

71 Commits (823bd0ff88a86bda37510099ea75fa4494be4bfb)

Author SHA1 Message Date
raver119 064a56ccf1
Few fixes (#66)
* skip legacy transforms execution in case of empty input arrays

Signed-off-by: raver119 <raver119@gmail.com>

* - BroadcastBool ops now accept extraParams to make MatchCondition possible
- TrueBroadcastHelper now uses samediff::threads

Signed-off-by: raver119 <raver119@gmail.com>

* java side

Signed-off-by: raver119 <raver119@gmail.com>

* trigger jenkins

Signed-off-by: raver119 <raver119@gmail.com>

* update LessThanOrEqual opNum mapping

Signed-off-by: raver119 <raver119@gmail.com>

* update LessThanOrEqual opNum mapping

Signed-off-by: raver119 <raver119@gmail.com>
2019-11-21 15:43:03 +03:00
Yurii Shyrma 66b84b38cf
Shyrma mmul (#58)
* - get rid of some copy procedures in mmulHelper ops

Signed-off-by: Yurii <iuriish@yahoo.com>

* - further work on embedding cuda api for batched gemm (cublasGemmBatchedEx) in our mmulHelper class

Signed-off-by: Yurii <iuriish@yahoo.com>

* - further work on cuda batched gamm api

Signed-off-by: Yurii <iuriish@yahoo.com>

* - write own cuda kernel performing batched gemm

Signed-off-by: Yurii <iuriish@yahoo.com>

* missing include in MmulHelper

Signed-off-by: raver119 <raver119@gmail.com>

* - forgot to keep in code previous correct kernels for mmulNxN, since it may happen that new onw will fail for some reason in future

Signed-off-by: Yurii <iuriish@yahoo.com>

* disable old tensordot

Signed-off-by: raver119 <raver119@gmail.com>

* - rewrite cuda kernels for usualGemm and usualGemv

Signed-off-by: Yurii <iuriish@yahoo.com>

* - profiling mmul helpers

Signed-off-by: Yurii <iuriish@yahoo.com>

* - prints to check shapes were added

Signed-off-by: Yurii <iuriish@yahoo.com>

* - correct type of output array Cin mmulNxN

Signed-off-by: Yurii <iuriish@yahoo.com>

* - take into account possible nans in C array

Signed-off-by: Yurii <iuriish@yahoo.com>

* slightly change numThreads message

Signed-off-by: raver119 <raver119@gmail.com>

* - make corrections in accordance to given notes in pr review

Signed-off-by: Yurii <iuriish@yahoo.com>
2019-11-19 15:39:36 +02:00
raver119 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
raver119 48df1acdfb
[WIP] ThreadPool (#8)
This PR removes OpenMP use in 95% of cases
2019-11-13 17:04:59 +03:00
raver119 929c1dc5c7 - new NDArrayFactory scalar constructor
- minor tweak in randomuniform
- one more test

Signed-off-by: raver119 <raver119@gmail.com>
2019-11-08 08:49:41 +03:00
shugeo 08853c7829
Shugeo random uniform int (#30)
* Corrected randomuniform declaration.

* Refactored uniform distribution for both cuda and cpu platforms.

* Refactored uniform distribution and tests.

* Fixed type usage with indices.

* Refactored uniform distribution implementation and tests to full conform with TF implementation.

* Refactored gamma function to use type util method.

* Copyright changes and fixes with ConstantHelper.

* Added error checking on allocate cuda device memory and operations.
2019-11-06 12:49:27 +02:00
raver119 c94013f0a1 cc 52 -> 50
Signed-off-by: raver119 <raver119@gmail.com>
2019-11-03 09:54:35 +03:00
raver119 879a06c913 few typos fixed
Signed-off-by: raver119 <raver119@gmail.com>
2019-11-01 09:13:15 +03:00
Alexander Stoyakin 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
Alex Black 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
Yurii 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
Yurii 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
AlexDBlack 2d750b69e5 Merge remote-tracking branch 'konduit/master' 2019-10-14 17:21:23 +11:00
shugeo 78443ffebf Working implementation of draw_bounding_boxes op for cpu. 2019-10-07 15:04:44 +03:00
raver119 44a8d19ac6
[WIP] Broadcast changes (#8257)
* - provide correct call NDArray::applyBroadcast inside of NDArray::applyTrueBroadcast

Signed-off-by: Yurii <yurii@skymind.io>

* - provide new trueBroadcast helper

Signed-off-by: Yurii <yurii@skymind.io>

* example for yurii

Signed-off-by: raver119 <raver119@gmail.com>

* - provide new trueBroadcast helper for cpu

Signed-off-by: Yurii <yurii@skymind.io>

* - start working on new trueBroadcat helper for cuda

Signed-off-by: Yurii <yurii@skymind.io>

* - further work on trueBroadcast for cuda

Signed-off-by: Yurii <yurii@skymind.io>

* - fix bugs in cuda helper trueBroadcast

Signed-off-by: Yurii <yurii@skymind.io>
2019-10-01 09:10:19 +03:00
AlexDBlack a66e03355e Merge remote-tracking branch 'fork/master' 2019-09-12 12:20:57 +10:00
raver119 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
raver119 589401477d
[WIP] bunch of improvements (#257)
* - profiling bias_add op
- add some docementation

Signed-off-by: Yurii <yurii@skymind.io>

* - minor change

Signed-off-by: Yurii <yurii@skymind.io>

* - provide addBias cuda kernel

Signed-off-by: Yurii <yurii@skymind.io>

* - improve shape::getIndexOfffset and change its signature

Signed-off-by: Yurii <yurii@skymind.io>

* - same as previous

Signed-off-by: Yurii <yurii@skymind.io>

* - improve and change signature in some shape:: stuff which has to do with calculation of offsets for array elements

Signed-off-by: Yurii <yurii@skymind.io>

* - minor changes in flatten

Signed-off-by: Yurii <shyrma@skymind.io>

* - add function shape::getIndexOffsetOrdered

Signed-off-by: Yurii <shyrma@skymind.io>

* - correct shape::getIndexOffsetOrdered()

Signed-off-by: Yurii <shyrma@skymind.io>

* - move getIndexOffsetOrdered to flatten.h header in order to isolate this function

Signed-off-by: Yurii <shyrma@skymind.io>
2019-09-11 20:12:09 +03:00
AlexDBlack b7226bdd7a Merge
Signed-off-by: AlexDBlack <blacka101@gmail.com>
2019-09-05 00:54:11 +10:00
raver119 a90c7dd995
[WIP] Last set of changes (#234)
* mmul op instead of cublasSgemm

Signed-off-by: raver119 <raver119@gmail.com>

* transB

Signed-off-by: raver119 <raver119@gmail.com>

* jcpp handles

Signed-off-by: raver119 <raver119@gmail.com>

* bitwise and/or/xor

Signed-off-by: raver119 <raver119@gmail.com>

* bitwise and/or/xor mapping

Signed-off-by: raver119 <raver119@gmail.com>

* cuda/cublas version check

Signed-off-by: raver119 <raver119@gmail.com>

* add expected version

Signed-off-by: raver119 <raver119@gmail.com>

* cuda/cublas version check in java

Signed-off-by: raver119 <raver119@gmail.com>

* one more error check

Signed-off-by: raver119 <raver119@gmail.com>

* build fix

Signed-off-by: raver119 <raver119@gmail.com>

* build fix

Signed-off-by: raver119 <raver119@gmail.com>

* build fix

Signed-off-by: raver119 <raver119@gmail.com>

* one more fix

Signed-off-by: raver119 <raver119@gmail.com>

* skip CUDA version check for now

Signed-off-by: raver119 <raver119@gmail.com>

* better wording

Signed-off-by: raver119 <raver119@gmail.com>

* few more tweaks

Signed-off-by: raver119 <raver119@gmail.com>

* few more tweaks

Signed-off-by: raver119 <raver119@gmail.com>
2019-09-04 14:41:08 +03:00
Alex Black 6cc887bee9
Rename flatbuffers DataType to DType (#228)
* Rename flatbuffers DataType enum to DType

Signed-off-by: Alex Black <blacka101@gmail.com>

* Rename flatbuffers DataType enum to DType

Signed-off-by: Alex Black <blacka101@gmail.com>

* Updates for flatbuffers datatype enum renaming

Signed-off-by: Alex Black <blacka101@gmail.com>
2019-09-04 16:36:11 +10:00
raver119 f6f9437a36 get back cc 7.0 support for cuda 9.2
Signed-off-by: raver119 <raver119@gmail.com>
2019-09-03 09:26:35 +03:00
raver119 e42c34ca55
[WIP] minor (#218)
* - initial docs commit
- merge* cuda fix

Signed-off-by: raver119 <raver119@gmail.com>

* one more fix

Signed-off-by: raver119 <raver119@gmail.com>

* one more fix

Signed-off-by: raver119 <raver119@gmail.com>
2019-09-02 11:25:48 +03:00
raver119 b71c993ded
[WIP] maxpool_bp cuda fix (#212)
* one test for alex

Signed-off-by: raver119 <raver119@gmail.com>

* fix

Signed-off-by: raver119 <raver119@gmail.com>

* get rid of safety offset in cpp

Signed-off-by: raver119 <raver119@gmail.com>

* bfloat16

Signed-off-by: raver119 <raver119@gmail.com>

* minor test rearrangement to fastpath launch

Signed-off-by: raver119 <raver119@gmail.com>

* - atomicAdd/Mul/Div fix for float16/bfloat16 misalignment
- one special test for maxpoolbp java
- safety offset of 8 bytes is back to libnd4j legacy

Signed-off-by: raver119 <raver119@gmail.com>
2019-08-31 20:57:05 +03:00
raver119 1003428a18
[WIP] Int broadcastables (#195)
* Removed invalid resource and fixed tests

Signed-off-by: Alexander Stoyakin <alexander.stoyakin@gmail.com>

* legacy scalar/pairwise/broadcast int ops

Signed-off-by: raver119 <raver119@gmail.com>

* NDArray int broadcastables

Signed-off-by: raver119 <raver119@gmail.com>

* few more bitwise tests

Signed-off-by: raver119 <raver119@gmail.com>

* java side update

Signed-off-by: raver119 <raver119@gmail.com>

* Argument type changed for shift ops

Signed-off-by: Alexander Stoyakin <alexander.stoyakin@gmail.com>

* legacy scalar/pairwise/broadcast int ops

Signed-off-by: raver119 <raver119@gmail.com>

* NDArray int broadcastables

Signed-off-by: raver119 <raver119@gmail.com>

* few more bitwise tests

Signed-off-by: raver119 <raver119@gmail.com>

* java side update

Signed-off-by: raver119 <raver119@gmail.com>

* Argument type changed for shift ops

Signed-off-by: Alexander Stoyakin <alexander.stoyakin@gmail.com>
2019-08-30 10:12:40 +03:00
raver119 b472d7d8c8
[WIP] few more fixes (#182)
* one noop test

Signed-off-by: raver119 <raver119@gmail.com>

* skip input validation for no-input ops

Signed-off-by: raver119 <raver119@gmail.com>

* - one more noop empty test
- one more validation before sync

Signed-off-by: raver119 <raver119@gmail.com>

* typo

Signed-off-by: raver119 <raver119@gmail.com>

* one more validation fix

Signed-off-by: raver119 <raver119@gmail.com>

* CUDA empty reductions java side

Signed-off-by: raver119 <raver119@gmail.com>

* one svd test

Signed-off-by: raver119 <raver119@gmail.com>

* Corrected segment_mean helpers and added another test.

* Refactored segment_mean kernels to avoid race_condition.
2019-08-27 21:00:38 +03:00
raver119 df84bc7255
[WIP] More tweaks (#173)
* CUDA empty reduction

Signed-off-by: raver119 <raver119@gmail.com>

* - listdiff synchronization fix for CUDA
- listdiff test

Signed-off-by: raver119 <raver119@gmail.com>

* - IndexReduce ops now allow INDEXING_TYPES output
- topK op accepts only INDEXING_TYPES as output

Signed-off-by: raver119 <raver119@gmail.com>
2019-08-27 10:37:10 +03:00
raver119 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
raver119 daf5420f4c cmake fix for windows debug build
Signed-off-by: raver119 <raver119@gmail.com>
2019-08-26 08:13:22 +03:00
raver119 b091e972ef
- string NDArray flat serde impl + tests (#163)
- string NDArray equalsTo impl

Signed-off-by: raver119 <raver119@gmail.com>
2019-08-24 14:16:34 +03:00
raver119 f8364997c0
[WIP] maxpool2d_bp fix (#160)
* one test for maxpool2d_bp

Signed-off-by: raver119 <raver119@gmail.com>

* - maxpool2d_bp cuda fix for NaNs
- streamSync after each custom op execution

Signed-off-by: raver119 <raver119@gmail.com>
2019-08-24 09:20:57 +03:00
raver119 eea3062ccf
[WIP] stb/bts nd (#144)
* - start working on space_to_batch_nd

Signed-off-by: Yurii <yurii@skymind.io>

* - provide cpu helper for space_to_batch_nd op

Signed-off-by: Yurii <yurii@skymind.io>

* few typos fixed

Signed-off-by: raver119 <raver119@gmail.com>

* - add tests for space_to_batch and correct bugs

Signed-off-by: Yurii <yurii@skymind.io>

* - write cuda kernel for space_to_batch op

Signed-off-by: Yurii <yurii@skymind.io>

* - add order argument to shape::index2coords method in convolution cuda ops

Signed-off-by: Yurii <yurii@skymind.io>

* - restore some previous code

Signed-off-by: Yurii <yurii@skymind.io>

* old col2im kernel activated

Signed-off-by: raver119 <raver119@gmail.com>

* - change coords calculation in col2im kernel

Signed-off-by: Yurii <yurii@skymind.io>

* - restore old col2im kernel

Signed-off-by: Yurii <yurii@skymind.io>

* - add custom op for batch_to_space

Signed-off-by: Yurii <yurii@skymind.io>

* - provide cpu version for batch_to_space_nd op

Signed-off-by: Yurii <yurii@skymind.io>

* - provide cuda kernel for batch_to_space_nd op

Signed-off-by: Yurii <yurii@skymind.io>
2019-08-21 21:11:46 +03:00
raver119 e604ffe0d2
[WIP] repeat op (#143)
* - write new repeat helper (cpu)

Signed-off-by: Yurii <yurii@skymind.io>

* - update NDArray::cpu

Signed-off-by: Yurii <yurii@skymind.io>

* - update NDArray::repeat cuda

Signed-off-by: Yurii <yurii@skymind.io>
2019-08-21 21:10:29 +03:00
raver119 d9ab299759
[WIP] Minor fixes (#140)
* - Tile java shape fn removed
- Tile 0 validation added
- scatter_upd test

Signed-off-by: raver119 <raver119@gmail.com>

* additional tile validation

Signed-off-by: raver119 <raver119@gmail.com>

* - provide vector case in cuda scatter op

Signed-off-by: Yurii <yurii@skymind.io>

* cpu ismax view fix

Signed-off-by: raver119 <raver119@gmail.com>

* exp

Signed-off-by: raver119 <raver119@gmail.com>

* cuda ismax fix

Signed-off-by: raver119 <raver119@gmail.com>
2019-08-21 15:05:47 +03:00
raver119 4310e87860 include path fix for java
Signed-off-by: raver119 <raver119@gmail.com>
2019-08-21 07:32:21 +03:00
raver119 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
raver119 23c8738d4a
syncthreads (#136)
Signed-off-by: raver119 <raver119@gmail.com>
2019-08-20 18:28:43 +03:00
raver119 aceb915557
[WIP] tests fixes (#130)
* no openmp for ClipByGlobalNorm

Signed-off-by: raver119 <raver119@gmail.com>

* one more bfloat16 rng test

Signed-off-by: raver119 <raver119@gmail.com>

* assertion fix

Signed-off-by: raver119 <raver119@gmail.com>

* - legacy IsMax gone
- linear IsMax gets shapeInfo argument

Signed-off-by: raver119 <raver119@gmail.com>

* get rid of legacy IsMax tests

Signed-off-by: raver119 <raver119@gmail.com>

* IsMax is custom op now

Signed-off-by: raver119 <raver119@gmail.com>

* more blocks for ismax

Signed-off-by: raver119 <raver119@gmail.com>

* one more test

Signed-off-by: raver119 <raver119@gmail.com>

*  - sqrt test
 - some legacy code removed from CudaExecutioner
 - Transforms.asin tweaks

Signed-off-by: raver119 <raver119@gmail.com>

* - TransformFloat fix

Signed-off-by: raver119 <raver119@gmail.com>

* - ismax fix
- SpaceToBatchND/BatchToSpaceND wrappers
- couple of legacy tests removed

Signed-off-by: raver119 <raver119@gmail.com>
2019-08-19 11:33:15 +03:00
shugeo f083b96c74
Shugeo cuda tests (#116)
* Added tests for get_seed/set_seed ops.

* Added missed tests for scatter_sub/mul/div ops.

* Added tests for hardsigmoid and hardsigmoid_bp.

* Added tests for hardtanh and hardtanh_bp ops.

* Added test for histogram op.

* Added tests for identity op.

* Refactored mergemaxindex op. Added tests for log1p,mergemaxindex, mod and mod_bp ops.

* Fixed tests for FloorDiv.

* Added test for rank op.

* Added tests for rationaltanh/rationaltanh_bp ops.

* Added tests for realdiv/realdiv_bp.

* Added tests for rectifiedtanh/_bp ops.

* Added tests for shapes_of op.

* Added tests for shapes_of op.

* Added tests for size op.

* Added tests for softplus/_bp ops.

* Added tests for softsign/_bp ops.

* Added tests for toggle_bits op. Fixed processing of OP_IMPL and so on defititions.

* Added test for truncatediv op.

* Added another test for truncatediv op.

* Added another test for histogram.

* Added tests for unstack_list op.

* Refactored to_int32/uint32/float16/float32/double/int64/uint64 ops and tests.

* Refactored mergemaxindex op helper for cuda platform and tests.

* Fixed cuda kernel for histogram op helper.

* Refactor skipgram to avoid early buffers shift.

* Fixed check up with non_max_suppression op cuda helper. Added cuda kernel implementation for skipgram op helpers.

* Added implementation of skipgram op helper for cuda platform. Working revision

* Fixed mergeMaxIndex kernel and move it to separate source file.
2019-08-15 13:54:47 +03:00
raver119 6264530dd8
[WIP] bitwise ops (#115)
* - cyclic_shift_bits + test
- shift_bits + test

Signed-off-by: raver119 <raver119@gmail.com>

* OMP_IF replacement

Signed-off-by: raver119 <raver119@gmail.com>
2019-08-15 11:49:50 +03:00
raver119 c7277729e9
few fixes for bfloat16 in java and cpp (#114)
Signed-off-by: raver119 <raver119@gmail.com>
2019-08-14 21:51:42 +03:00
raver119 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
raver119 f49c4ea9d0
int -> long (#108)
Signed-off-by: raver119 <raver119@gmail.com>
2019-08-10 09:14:18 +03:00
raver119 7fa01288bb
[WIP] cuda concat (#107)
* - correct cuda concat

Signed-off-by: Yurii <yurii@skymind.io>

* - pooling 2d/3d : take into account possible case when input and gradI have different strides

Signed-off-by: Yurii <yurii@skymind.io>

* master pulled in

Signed-off-by: raver119 <raver119@gmail.com>

* floordiv_bp test reverted

Signed-off-by: raver119 <raver119@gmail.com>

* - add NDArray::printLinearBuffer method

Signed-off-by: Yurii <yurii@skymind.io>
2019-08-08 18:05:21 +03:00
raver119 62a025439b java cuda compilation fix
Signed-off-by: raver119 <raver119@gmail.com>
2019-08-07 21:36:27 +03:00
raver119 55066d9c41 bad fatbin option removed
Signed-off-by: raver119 <raver119@gmail.com>
2019-08-07 19:34:25 +03:00
raver119 24e43e9856
[WIP] build time improvements (#106)
* 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

* 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>

* 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>

* 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

* 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>

* Fix functions of OpaqueVariablesSet

* 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>

* couple of legacy groups reorganized into separate compialtion units

Signed-off-by: raver119 <raver119@gmail.com>

* wrong include

Signed-off-by: raver119 <raver119@gmail.com>

* wrong include

Signed-off-by: raver119 <raver119@gmail.com>

* ReductionLoops_float split

Signed-off-by: raver119 <raver119@gmail.com>

* maximum

Signed-off-by: raver119 <raver119@gmail.com>

* some more rearrangements

Signed-off-by: raver119 <raver119@gmail.com>

* spare ifdef

Signed-off-by: raver119 <raver119@gmail.com>

* mirror pad

Signed-off-by: raver119 <raver119@gmail.com>

* - reduce_float split
- mcmodel

Signed-off-by: raver119 <raver119@gmail.com>

* bad include fix

Signed-off-by: raver119 <raver119@gmail.com>

* norelax

Signed-off-by: raver119 <raver119@gmail.com>

* norelax

Signed-off-by: raver119 <raver119@gmail.com>

* norelax

Signed-off-by: raver119 <raver119@gmail.com>

* norelax

Signed-off-by: raver119 <raver119@gmail.com>

* norelax

Signed-off-by: raver119 <raver119@gmail.com>

* norelax gone

Signed-off-by: raver119 <raver119@gmail.com>

* get back sm

Signed-off-by: raver119 <raver119@gmail.com>

* fix couple of tests for msvc

Signed-off-by: raver119 <raver119@gmail.com>

* fix couple of tests for msvc

Signed-off-by: raver119 <raver119@gmail.com>

* compress-all

Signed-off-by: raver119 <raver119@gmail.com>

* reduced arch list

Signed-off-by: raver119 <raver119@gmail.com>

* compress-all

Signed-off-by: raver119 <raver119@gmail.com>

* reduced arch list

Signed-off-by: raver119 <raver119@gmail.com>

* all compute capabilities option for tests

Signed-off-by: raver119 <raver119@gmail.com>
2019-08-07 17:49:13 +03:00
shugeo c78f5a8225
Shugeo cuda cuda (#105)
* Refactored extract_image_patches op helpers.

* Eliminated compliler errors with helper implementation.

* Finished implementation for extract_image_patches both cpu and cuda helpers.

* Improved cpu implementation.

* Improved cuda implementation for extract_image_patches helper.

* Added omp to ClipByGlobalNorm helpers implementation.

* Added implementation for thresholedrelu_bp op.

* Fixed cuda kernel with F order.

* Fixed tests for subarray.

* Refactored tests for Gaussian_3 and Truncated_22.

* Added tests for GaussianDistribution with native ops.

* Modified tests for Gaussian distribution.

* Fixed random tests.

* Fixed atomicMin/atomicMax for 64bit cases.

* Fixed tests for execReduce3TAD tests.

* Eliminated waste comments.
2019-08-07 15:29:17 +03:00
raver119 b75bac750d exclude two methods for JNI (#97)
Signed-off-by: raver119 <raver119@gmail.com>
2019-08-05 11:28:07 +10:00
raver119 2447af0953 exclude two methods for JNI
Signed-off-by: raver119 <raver119@gmail.com>
2019-08-05 11:28:07 +10:00