cavis/libnd4j/include/ops/declarable/helpers/cuda
raver119 29e8e09db6
String changes (#3)
* initial commit

* additional data types & tensor type

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

* next step

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

* missing include

* sparse_to_dense

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

* few more tests files

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

* draft

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

* numeric sparse_to_dense

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

* comment

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

* string sparse_to_dense version

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

* CUDA DataBuffer expand

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

* few tweaks for CUDA build

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

* shape fn for string_split

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

* one more comment

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

* string_split indices

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

* next step

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

* test passes

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

* few rearrangements for databuffer implementations

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

* DataBuffer: move inline methods to common implementations

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

* add native DataBuffer to Nd4j presets

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

* DataBuffer creation

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

* use DataBuffer for allocation

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

* cpu databuffer as deallocatable

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

* DataBuffer setters for bufers

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

* couple of wrappers

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

* DataBuffers being passed around

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

* Bunch of ByteBuffer-related signatures gone

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

* - few more Nd4j signatures removed
- minor fix for bfloat16

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

* nullptr pointer is still a pointer, but 0 as address :)

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

* one special test

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

* empty string array init

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

* one more test in cpp

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

* memcpy instead of databuffer swap

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

* special InteropDataBuffer for front-end languages

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

* few tweaks for java

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

* pointer/indexer actualization

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

* CustomOp returns list for inputArumgents and outputArguments instead of array

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

* redundant call

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

* print_variable op

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

* - view handling (but wrong one)
- print_variable java wrapper

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

* one more test

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

* - empty arrays handling

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

* - deserialization works now

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

* minor fix

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

* meh

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

* one more fix

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

* initial cuda commit

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

* print_variable message validation

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

* CUDA views

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

* CUDA special buffer size

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

* minor update to match master changes

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

* - consider arrays always actual on device for CUDA
- additional PrintVariable constructor
- CudaUtf8Buffer now allocates host buffer by default

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

* meh

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

* - print_variable now allows print from device

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

* InteropDataBuffer data type fix

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

* ...

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

* disable some debug messages

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

* master pulled in

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

* couple of new methods for DataBuffer interop

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

* java side

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

* offsetted constructor

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

* new CUDA deallocator

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

* CUDA backend torn apart

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

* CUDA backend torn apart 2

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

* CUDA backend torn apart 3

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

* - few new tests
- few new methods for DataBuffer management

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

* few more tests + few more tweaks

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

* two failing tests

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

* one more test

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

* two failing tests pass

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

* now we pass DataBuffer to legacy ops too

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

* Native DataBuffer for legacy ops, Java side

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

* CPU java side update

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

* CUDA java side update

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

* no more prepare/register action on java side

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

* NDArray::prepare/register use now accepts vectors

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

* InteropDataBuffer now has few more convenience methods

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

* java bindings update

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

* tick device in NativeOps

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

* Corrected usage of OpaqueBuffer for tests.

* Corrected usage of OpaqueBuffer for java tests.

* NativeOpsTests fixes.

* print_variable now returns scalar

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

* one more test

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

* compat_string_split fix for CUDA

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

* - CUDA execScalar fix
- CUDA lazyAllocateHostPointer now checks java indexer/pointer instead of native pointer

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

* legacy ops DataBuffer migration prototype

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

* ignore device shapeinfo coming from java

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

* minor fix

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

* minor transformAny fix

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

* minor tweak for lazy host allocation

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

* - DataBuffer::memcpy method
- bitcast now uses memcpy

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

* - IndexReduce CUDA dimension buffer fix

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

* views for CPU and CUDA

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

* less spam

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

* optional memory init

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

* async memset

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

* - SummaryStats CUDA fix
- DataBuffer.sameUnderlyingData() impl
- execBroadcast fix

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

* - reduce3All fix
switch to CUDA 10 temporarily

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

* CUDA version

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

* proper memory deallocator registration

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

* HOST_ONLY workspace allocation

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

* temp commit

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

* few conflicts resolved

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

* few minor fixes

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

* one more minor fix

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

* NDArray permute should operate on JVM primitives

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

* - create InteropDataBuffer for shapes as well
- update pointers after view creation in Java

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

* - addressPointer temporary moved to C++

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

* CUDA: don't account offset twice

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

* CUDA: DataBuffer pointer constructor updated

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

* CUDA NDArray.unsafeDuplication() simplified

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

* CUDA minor workspace-related fixes

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

* CPU DataBuffer.reallocate()

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

* print_affinity op

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

* print_affinity java side

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

* CUDA more tweaks for data locality

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

* - compat_string_split tweak
- CudaUtf8Buffer update

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

* INDArray.close() mechanic restored

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

* one more test fixed

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

* - CUDA DataBuffer.reallocate() updated
- cudaMemcpy (synchronous) restored

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

* one last fix

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

* bad import removed

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

* another small fix

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

* one special test

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

* fix bad databuffer size

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

* release primaryBuffer on replace

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

* higher timeout

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

* disable timeouts

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

* dbCreateView now validates offset and length of a view

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

* additional validation for dbExpand

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

* restore timeout back again

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

* smaller distribution for rng test to prevent timeouts

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

* CUDA DataBuffer::memcpy now copies to device all the time

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

* OpaqueDataBuffer now contains all required methods for interop

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

* some javadoc

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

* GC on failed allocations

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

* minoe memcpu tweak

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

* one more bitcast test

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

* - NDArray::deviceId() propagation
- special multi-threaded test for data locality checks

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

* DataBuffer additional syncStream

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

* DataBuffer additional syncStream

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

* one ignored test

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

* skip host alloc for empty arrays

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

* ByteBuffer support is back

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

* DataBuffer::memcpy minor fix

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

* few minor prelu/bp tweaks

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

* nullify-related fixes

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

* PReLU fixes (#157)

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

* Build fixed

* Fix tests

* one more ByteBuffer signature restored

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

* nd4j-jdbc-hsql profiles fix

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

* nd4j-jdbc-hsql profiles fix

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

* PReLU weight init fix

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

* Small PReLU fix

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

* - INDArray.migrate() reactivated
- DataBuffer::setDeviceId(...) added
- InteropDataBuffer Z syncToDevice added for views

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

* missed file

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

* Small tweak

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

* cuda 10.2

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

* minor fix

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

Co-authored-by: shugeo <sgazeos@gmail.com>
Co-authored-by: Alex Black <blacka101@gmail.com>
Co-authored-by: Alexander Stoyakin <alexander.stoyakin@gmail.com>
2020-01-04 13:27:50 +03:00
..
legacy Shyrma temp (#131) 2019-12-20 22:35:39 +03:00
BarnesHutTsne.cu Shyrma temp (#131) 2019-12-20 22:35:39 +03:00
README.md Merge master to upstream (#7945) 2019-06-27 18:37:04 +03:00
activations.cu String changes (#3) 2020-01-04 13:27:50 +03:00
addBias.cu Shyrma deconv3 (#69) 2019-11-21 21:17:30 +02:00
adjust_hue.cu Fix for hsv and rgb ranges (#136) 2019-12-20 08:48:30 +03:00
adjust_saturation.cu [WIP] bunch of improvements (#257) 2019-09-11 20:12:09 +03:00
axis.cu Shugeo cuda docs1 (#249) 2019-09-09 16:27:45 +03:00
batched_gemm.cu Shyrma temp (#131) 2019-12-20 22:35:39 +03:00
batchnorm.cu [WIP] bunch of improvements (#257) 2019-09-11 20:12:09 +03:00
betaInc.cu DNNL/MKLDNN dilated causal conv1d + betainc (#103) 2019-12-04 14:50:17 +03:00
col2im.cu Shyrma deconv3 (#69) 2019-11-21 21:17:30 +02:00
compare_elem.cu [WIP] bunch of improvements (#257) 2019-09-11 20:12:09 +03:00
concat.cu [WIP] CUDA concat tweak (#148) 2019-12-24 17:01:03 +03:00
confusion.cu [WIP] bunch of improvements (#257) 2019-09-11 20:12:09 +03:00
convolutions.cu Shyrma temp (#131) 2019-12-20 22:35:39 +03:00
cross.cu [WIP] bunch of improvements (#257) 2019-09-11 20:12:09 +03:00
d_t_s.cu Merge master to upstream (#7945) 2019-06-27 18:37:04 +03:00
diGamma.cu Shyrma adjust (#98) 2019-12-03 09:40:45 +03:00
diag.cu Shugeo cuda doc2 (#255) 2019-09-11 21:04:43 +03:00
dilation2d.cu [WIP] bunch of improvements (#257) 2019-09-11 20:12:09 +03:00
dropout.cu [WIP] bunch of improvements (#257) 2019-09-11 20:12:09 +03:00
dynamic.cu [WIP] bunch of improvements (#257) 2019-09-11 20:12:09 +03:00
extract_patches.cu Shugeo cuda doc2 (#255) 2019-09-11 21:04:43 +03:00
fake_quantization.cu Shyrma temp (#131) 2019-12-20 22:35:39 +03:00
flatten.cu [WIP] bunch of improvements (#257) 2019-09-11 20:12:09 +03:00
gather.cu Shyrma scatter (#84) 2019-11-26 20:29:09 +03:00
gather_nd.cu Shyrma scatter (#84) 2019-11-26 20:29:09 +03:00
gradient.cu Shyrma temp (#131) 2019-12-20 22:35:39 +03:00
gru.cu Shyrma temp (#131) 2019-12-20 22:35:39 +03:00
hamming.cu [WIP] bunch of improvements (#257) 2019-09-11 20:12:09 +03:00
hashcode.cu syncthreads (#136) 2019-08-20 18:28:43 +03:00
histogram.cu [WIP] minor (#218) 2019-09-02 11:25:48 +03:00
histogramFixedWidth.cu [WIP] bunch of improvements (#257) 2019-09-11 20:12:09 +03:00
im2col.cu [WIP] bunch of improvements (#257) 2019-09-11 20:12:09 +03:00
image_draw_bounding_boxes.cu Shugeo release fix1 (#61) 2019-11-20 13:37:48 +02:00
image_resize.cu [WIP] Shugeo lup (#126) 2019-12-20 17:56:28 +03:00
image_suppression.cu Shugeo_release_fixes3 (#81) 2019-11-28 21:08:51 +03:00
imagesHelpers.cu [WIP] Oleh rgb yuv (#147) 2019-12-24 18:30:54 +03:00
ismax.cu Shyrma temp (#131) 2019-12-20 22:35:39 +03:00
legacy_helper.cu Shyrma temp (#131) 2019-12-20 22:35:39 +03:00
lrn.cu [WIP] minor (#218) 2019-09-02 11:25:48 +03:00
lstm.cu Shyrma temp (#131) 2019-12-20 22:35:39 +03:00
lup.cu Fixed lu for cuda platform and tests. (#158) 2020-01-02 23:25:41 +03:00
matrixSetDiag.cu [WIP] bunch of improvements (#257) 2019-09-11 20:12:09 +03:00
matrix_band.cu Shugeo cuda doc2 (#255) 2019-09-11 21:04:43 +03:00
matrix_diag_part.cu Shyrma temp (#131) 2019-12-20 22:35:39 +03:00
max_pooling.cu [WIP] bunch of improvements (#257) 2019-09-11 20:12:09 +03:00
maximum.cu Shyrma temp (#131) 2019-12-20 22:35:39 +03:00
merge.cu [WIP] bunch of improvements (#257) 2019-09-11 20:12:09 +03:00
meshgrid.cu [WIP] bunch of improvements (#257) 2019-09-11 20:12:09 +03:00
minimum.cu Shyrma temp (#131) 2019-12-20 22:35:39 +03:00
nth_element.cu Shugeo cuda doc2 (#255) 2019-09-11 21:04:43 +03:00
one_hot.cu [WIP] bunch of improvements (#257) 2019-09-11 20:12:09 +03:00
pad.cu [WIP] bunch of improvements (#257) 2019-09-11 20:12:09 +03:00
percentile.cu Shyrma temp (#131) 2019-12-20 22:35:39 +03:00
polyGamma.cu Shyrma adjust (#98) 2019-12-03 09:40:45 +03:00
prefix.cu [WIP] bunch of improvements (#257) 2019-09-11 20:12:09 +03:00
print_variable.cu String changes (#3) 2020-01-04 13:27:50 +03:00
random.cu Shyrma temp (#131) 2019-12-20 22:35:39 +03:00
random_crop.cu Eclipse Migration Initial Commit 2019-06-06 15:21:15 +03:00
range.cu [WIP] minor (#218) 2019-09-02 11:25:48 +03:00
reverse.cu Shyrma temp (#131) 2019-12-20 22:35:39 +03:00
roll.cu Shyrma temp (#131) 2019-12-20 22:35:39 +03:00
s_t_b.cu [WIP] bunch of improvements (#257) 2019-09-11 20:12:09 +03:00
s_t_d.cu Merge master to upstream (#7945) 2019-06-27 18:37:04 +03:00
scatter.cu Shyrma scatter (#84) 2019-11-26 20:29:09 +03:00
scatter_simple.cu [WIP] bunch of improvements (#257) 2019-09-11 20:12:09 +03:00
scatter_update.cu [WIP] bunch of improvements (#257) 2019-09-11 20:12:09 +03:00
segment.cu [WIP] multi-device support (#80) 2019-08-14 16:52:34 +03:00
segment_max.cu Shyrma temp (#131) 2019-12-20 22:35:39 +03:00
segment_mean.cu [WIP] bunch of improvements (#257) 2019-09-11 20:12:09 +03:00
segment_min.cu [WIP] bunch of improvements (#257) 2019-09-11 20:12:09 +03:00
segment_prod.cu Shugeo_release_fixes3 (#81) 2019-11-28 21:08:51 +03:00
segment_sqrtn.cu Shugeo_release_fixes3 (#81) 2019-11-28 21:08:51 +03:00
segment_sum.cu [WIP] bunch of improvements (#257) 2019-09-11 20:12:09 +03:00
sequence_mask.cu [WIP] bunch of improvements (#257) 2019-09-11 20:12:09 +03:00
sg_cb.cu Shugeo image resize bicubic (#56) 2019-11-20 21:11:04 +02:00
shift.cu Shyrma temp (#131) 2019-12-20 22:35:39 +03:00
sru.cu Shyrma temp (#131) 2019-12-20 22:35:39 +03:00
stack.cu [WIP] bunch of improvements (#257) 2019-09-11 20:12:09 +03:00
svd.cu Shyrma temp (#131) 2019-12-20 22:35:39 +03:00
toggle_bits.cu Shyrma temp (#131) 2019-12-20 22:35:39 +03:00
top_k.cu Shyrma temp (#131) 2019-12-20 22:35:39 +03:00
transforms.cu Shyrma temp (#131) 2019-12-20 22:35:39 +03:00
weights.cu [WIP] bunch of improvements (#257) 2019-09-11 20:12:09 +03:00
zeta.cu [WIP] bunch of improvements (#257) 2019-09-11 20:12:09 +03:00

README.md

This folder contains CUDA-specific implementations for operations.