Commit Graph

12 Commits (18d4eaa68deb9819525b092fe6091e66ecfbbb6b)

Author SHA1 Message Date
Yurii Shyrma e700b59f80
Shyrma weights format (#329)
* - start to introduce additional weights formats into conv2d ops

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

* - provide weights format variety in backprop conv2d and deconv2d ops, testing and fixing bugs

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

* - forgot to recover kernels sizes in deconv2d_bp test

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

* - built in weights format in depthwise conv 2d op

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

* - provide new weights formats in mkl dnn conv ops

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

* - provide new weights formats in cuda conv helpers

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

* - working with new weights format in cudnn conv api

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

* - take into account order of arrays in cudnn tensor descriptions

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

* - provide new weights formats in cpu conv3d (ff/bp)

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

* - provide new weights formats in cpu deconv3d (ff/bp)

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

* - provide new weights formats in conv3d ops (ff/bp) based on mkl api

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

* - provide new weights formats in conv3d ops (ff/bp) based on cudnn api

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

* - resolve conflicts 2

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

Co-authored-by: raver119 <raver119@gmail.com>
2020-03-20 12:11:27 +03:00
Oleh 41bde8f885
Softmax BP mkldnn implementation (#301)
* libnd4j mkldnn softmax_bp operation implementation and integration, 2 tests added, need some refactoring and code clean up and more testing with different input shapes

Signed-off-by: Oleg <oleg.semeniv@gmail.com>

* libnd4j softmax_bp update, code refactoring, etc

Signed-off-by: Oleg <oleg.semeniv@gmail.com>

* libnd4j merge master, fixed typos, minor tweaks, code clean up

Signed-off-by: Oleg <oleg.semeniv@gmail.com>

* libnd4j  integrate mkldnnUtils helpers in other mkldnn operations

Signed-off-by: Oleg <oleg.semeniv@gmail.com>
2020-03-12 18:25:29 +03:00
raver119 63fa3c2ef3
libnd4j polishing (#273)
* initial set of include changes

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

* one more tweak

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

* few more rearrangements

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

* few more rearrangements

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

* few more rearrangements

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

* cuda includes rearrangements

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

* java update

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

* = namespace changed to sd
- few CMake variables renamed with SD_ prefix

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

* java update

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

* LoopKind minor fix

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

* few more changes

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

* few more changes

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

* few more changes

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

* sanitizer is optional now

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

* dev tests updated

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

* few more changes

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

* last update

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

* java update

Signed-off-by: raver119 <raver119@gmail.com>
2020-03-02 12:49:41 +03:00
Yurii Shyrma 948646b32d
Shyrma mkl test (#211)
* - provide nhwc format in mkl conv ops

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

* - corrections in mkl conv3d

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

* - corrections in mkl batchnorm

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

* - corrections in mkl maxpooling2d

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

* - add format format_tag::any to outputs in mkl conv ops

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

* - complete corrections in mkl conv ops

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

* - add test for comparison of execution speeds of mkl conv2d op with different weights format

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

* - take into account order f in mkl conv ops

Signed-off-by: Yurii <iuriish@yahoo.com>
2020-02-06 21:12:54 +03:00
Yurii Shyrma 7a7ee4b021 Shyrma cudnn (#192)
* - implementation of cudnn batchnorm_bp op

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

* - testing and fixing bugs in batchnorm_bp based on cudnn api

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

* - move pooling mkl code and delete some unnecessary files

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

* - implementation and testing cudnn pooling2d ops (avg/max, ff/bp)

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

* - implementation and testing cudnn pooling 3d (ff/bp) ops

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

* - provide ff step in case of cudnn maxpool3d_bp op

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

* - remove half type from set of supported types in mkl dpethwise conv op

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

* - bring back cudaStreamSynchronize in batchnorm and pooling cudnn ops

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

Co-authored-by: raver119 <raver119@gmail.com>
2020-01-28 18:23:07 +03:00
Alex Black 578a5abb68 DNNL/MKLDNN dilated causal conv1d + betainc (#103)
* - add padding calculation in same mode in causal conv1d op for right mkl paddings

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

* - correct causal condition in mkldnnUtils.cpp

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

* - correct some code which caused additional round errors is betainc op

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

* - put float in place of template parameter in nan assign in betainc op

Signed-off-by: Yurii <iuriish@yahoo.com>
2019-12-04 14:50:17 +03:00
Yurii Shyrma 7a90a31cfb
Shyrma deconv3 (#69)
* - profiling cuda kernels for vol2col and im2col

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

* - correct addBias helper

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

* - correct mkl dilation formula and switch off mkl api for dilation deconvolutions

Signed-off-by: Yurii <iuriish@yahoo.com>
2019-11-21 21:17:30 +02:00
raver119 59e955cedc
- MKL-DNN version upgrade to 1.1.x (#62)
- MKL-DNN namespace changes to match DNNL rename

Signed-off-by: raver119 <raver119@gmail.com>
2019-11-20 13:23:08 +03:00
Yurii Shyrma 62d8e0d409 - make agreement between our and mkl api dilation/padding formulas (#47)
Signed-off-by: Yurii <iuriish@yahoo.com>
2019-11-14 20:21:22 +03:00
Yurii Shyrma 0cdb5750e0
Shyrma concat (#24)
* - provide possibility to pass axis as last input array in concat op
- corrcect sumation in bias_add_bp op for NHWC case

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

* - write code for deconv2d op based on mkl dnn api

* no unsafe math

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

* no unsafe math

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

* - get rid of e<> and p<> methods in svd helper

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

* - provide mkl api support for deconvolution 3d

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

* - write deconv2d_bp based on mkl api

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

* - write deconv3d_bp based on mkl api

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

* - testing and fixing deconv based on mkl api

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

* - remove dilation form conv2d/3d mkl

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

* - minor changes

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

* - further corrections of deconv ops based on mkl dnn api

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

* - provide deconv2d_tf based on mkl dnn api

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

* - add minor corrections required by reviewer

Signed-off-by: Yurii <iuriish@yahoo.com>
2019-11-03 12:37:19 +02:00
Yurii Shyrma 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
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