Ft add accuracy tlr (#26)

* V1.1.1 (#15)

* add the pow_exp kernel and tested

* all fixes

* resolve threads plus some modifications

* Fix cuda

* fix for linking cuda

* fix: hicma modifactions

* try fixing Jenkines

* Adding R structure

* fix:add doxygen in Jenkines

* add test file for pow-exp kernel

* test with -fpic

* some modifications for HiCMA

* updates

* try 2 gpu devices

* back to starsh

* a potential fix to doxygen

* roll back

* test Rcpp

* Fix Jenkines

* fix errors

* Updated in design

* updates

* all release issue without src checks

* adding MakeFile

* Updated MPI

* Documentation

* fix examples tests

* modeling takes pointers

* example for read and write data

* fix: typpo in Initialize

* fix passing numbers of theta

* fix: performance of gsl

* fix: GPU support

* fix:mspe

* updated devel

* R branch init

* tests:add r tests

* fix tests

* bug: in tlr

* fix:tlr

* fix Jenkines

* fix: Jenkines in Documentation

* minior updates

* huge refactoring

* full R

* potential for tlr issue

* updates in heavy tests

* a fix for gpu in gaussian kernels

* smalling tlr size

* update sizes of heavy_tests

* smalling size for gpu

* minior changes

* Huge refactoring in docs

* resolve threads

* fix MPI

* resolve thread

* updated R documentation

* documentation and hardware changes

* finalized documentations

* minior change in Hardware

* Ft test mpi mk (#6)

* solve multi thread issue in MPI

* Fix MPI tests with chameleon

* Fixed HiCMA with MPI

* update license

* minior cleanings (#7)

* v1.1.0 (#4) (#8)

* add the pow_exp kernel and tested

* all fixes

* resolve threads plus some modifications

* Fix cuda

* fix for linking cuda

* fix: hicma modifactions

* try fixing Jenkines

* Adding R structure

* fix:add doxygen in Jenkines

* add test file for pow-exp kernel

* test with -fpic

* some modifications for HiCMA

* updates

* try 2 gpu devices

* back to starsh

* a potential fix to doxygen

* roll back

* test Rcpp

* Fix Jenkines

* fix errors

* Updated in design

* updates

* all release issue without src checks

* adding MakeFile

* Updated MPI

* Documentation

* fix examples tests

* modeling takes pointers

* example for read and write data

* fix: typpo in Initialize

* fix passing numbers of theta

* fix: performance of gsl

* fix: GPU support

* fix:mspe

* updated devel

* R branch init

* tests:add r tests

* fix tests

* bug: in tlr

* fix:tlr

* fix Jenkines

* fix: Jenkines in Documentation

* minior updates

* huge refactoring

* full R

* potential for tlr issue

* updates in heavy tests

* a fix for gpu in gaussian kernels

* smalling tlr size

* update sizes of heavy_tests

* smalling size for gpu

* minior changes

* Huge refactoring in docs

* resolve threads

* fix MPI

* resolve thread

* updated R documentation

* documentation and hardware changes

* finalized documentations

* minior change in Hardware

* Ft test mpi mk (#6)

* solve multi thread issue in MPI

* Fix MPI tests with chameleon

* Fixed HiCMA with MPI

* update license

* minior cleanings (#7)

---------

Co-authored-by: Sameh M. Abdulah <abdullsm@kw60194.kaust.edu.sa>
Co-authored-by: Mahmoud Karargy <x_karargma@almaha.kaust.edu.sa>

* Fix P & Q

* updates in R (#9)

* Fix error in R

* Fix using of openblas (#16)

---------

Co-authored-by: Sameh M. Abdulah <abdullsm@kw60194.kaust.edu.sa>
Co-authored-by: Mahmoud Karargy <x_karargma@almaha.kaust.edu.sa>

* V1.1.2 (#17)

* Fixed cmake installation and add  requirements in ReadME

* All fixes for hicma

* Modify README.md (#22)

* modify README.md

* more edits to README.md

* more minor edits

* more minor edits to the R example

* fix the R code

* remove empty line

* debuging prints

* cleaner version

---------

Co-authored-by: Sameh M. Abdulah <abdullsm@kw60194.kaust.edu.sa>
Co-authored-by: Mahmoud Karargy <x_karargma@almaha.kaust.edu.sa>
Co-authored-by: Sameh Abdulah <23186151+SAbdulah@users.noreply.github.com>

src/api/ExaGeoStat.cpp

@@ -27,6 +27,8 @@ using namespace exageostat::configurations;
 template<typename T>
 void ExaGeoStat<T>::ExaGeoStatLoadData(Configurations &aConfigurations, std::unique_ptr<ExaGeoStatData<T>> &aData) {
 
+    int seed = 0;
+    std::srand(seed);
     aConfigurations.PrintSummary();
     LOGGER("** ExaGeoStat data generation/loading **")
     // Register and create a kernel object

src/linear-algebra-solvers/concrete/tlr/HicmaImplementation.cpp

@@ -233,10 +233,6 @@ T HicmaImplementation<T>::ExaGeoStatMLETile(std::unique_ptr<ExaGeoStatData<T>> &
     VERBOSE("LR: Cholesky factorization of Sigma...")
     START_TIMING(time_facto);
 
-#ifdef USE_R
-    ((double *)HICMA_descCrk->mat)[1] = 0;
-#endif
-
     this->ExaGeoStatPotrfTile(EXAGEOSTAT_LOWER, HICMA_descCUV, 0, HICMA_descCD, HICMA_descCrk, max_rank,
                               pow(10, -1.0 * acc));