Commit Graph

4 Commits (a0da5a9e47ecb0e73874efe23effeb81aa68cb06)

Author SHA1 Message Date
raver119 5d69069177
[WIP] Memory limits (#167)
* initial commit

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

* one more initial commit

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

* additional initial commit

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

* subsequent initial commit

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

* initial commit testing

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

* initial commit per device

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

* initial commit per group

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

* initial commit for cuda

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

* initial commit for cuda + few missed lines

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

* initial commit for cuda + missed includes

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

* initial commit for cuda + one more missed include

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

* initial commit shouldn't count host mem as dev0 in cuda

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

* initial commit that tracks HOST group limits for CUDA

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

* initial commit with some Environment changes

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

* initial commit with more Environment changes

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

* initial commit with maxMasterThreads fix

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

* initial commit with maxMasterThreads fix

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

* initial commit without maxMasterThreads exception

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

* initial commit without Nd4jULong in Environment

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

* add sleep and more iterations for OOM cases

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

* limits propagation from java side

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

* - consume ErrorCode every time
- one test for memory limits

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

* unordered_map

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

* unordered_map

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

* unordered_map

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

* RSub op mapping fixed

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

* typo fixed

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

* one bad test fixed

Signed-off-by: raver119 <raver119@gmail.com>
2020-01-24 10:11:09 +03:00
raver119 7783012f39
cuDNN integration (#150)
* initial commit

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

* one file

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

* few more includes

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

* m?

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

* const

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

* cudnn linkage in tests

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

* culibos

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

* static reminder

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

* platform engine tag

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

* HAVE_CUDNN moved to config.h.in

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

* include

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

* include

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

* skip cudnn handle creation if there's not cudnn

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

* meh

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

* target device in context

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

* platform engines

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

* platform engines

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

* allow multiple -h args

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

* allow multiple -h args

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

* move mkldnn out of CPU block

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

* link to mkldnn on cuda

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

* less prints

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

* minor tweaks

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

* next step

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

* conv2d NCHW draft

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

* conv2d biasAdd

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

* test for MKL/CUDNN combined use

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

* - provide additional code for conv2d ff based on cudnn api, not tested yet

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

* - further work on conv2d helper based on using cudnn api

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

* - fixing several cuda bugs which appeared after cudnn lib had been started to use

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

* - implementation of conv2d backprop op based on cudnn api

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

* - implementaion of conv3d and conv3d_bp ops based on cudnn api

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

* - bugs fixing in conv3d/conv3d_bp ops (cudnn in use)

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

* - implementation of depthwiseConv2d (ff/bp) op based on cudnn api

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

* - implementation of batchnorm ff op based on cudnn api

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

* - disable cudnn batchnorm temporary

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

* - add minor change in cmake

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

* engine for depthwise mkldnn

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

* couple of includes

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

* - provide permutation to cudnn batchnorm ff when format is NHWC

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

* lgamma fix

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

* - eliminate memory leak in two tests

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

Co-authored-by: Yurii Shyrma <iuriish@yahoo.com>
2020-01-20 21:32:46 +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
skymindops b5f0ec072f Eclipse Migration Initial Commit 2019-06-06 15:21:15 +03:00