Cedric Nugteren
52dd7433ca
Completed the cuBLAS wrapper
2017-04-06 20:56:28 +02:00
Cedric Nugteren
674ff96fdf
Added a first version of a cuBLAS wrapper (WIP)
2017-04-05 21:27:25 +02:00
Cedric Nugteren
eb1fda2729
In-lined the float2 and double2 types to avoid collision with CUDA's definitions
2017-04-03 21:44:35 +02:00
Cedric Nugteren
0f96e9d2f9
Various tweaks to the new benchmark script
2017-04-02 14:53:55 +02:00
Cedric Nugteren
1ee71fdc80
Tuned the plots for a tight-layout for in papers and presentations
2017-04-01 14:00:46 +02:00
Cedric Nugteren
fa5c4b00b7
Replaced the R graph scripts with Python/Matplotlib benchmark scripts
2017-03-26 15:36:34 +02:00
Cedric Nugteren
49e04c7fce
Added API and test infrastructure for the batched GEMM routine
2017-03-10 21:24:35 +01:00
Cedric Nugteren
fa0a9c689f
Make batched routines based on offsets instead of a vector of cl_mem objects - undoing many earlier changes
2017-03-08 20:10:20 +01:00
Cedric Nugteren
b114ea49a9
Added first naive version of the batched AXPY routine
2017-03-05 15:06:14 +01:00
Cedric Nugteren
f9a520b3af
Prepared generator for batched routines; added batched AXPY routine interface
2017-03-05 10:38:38 +01:00
Cedric Nugteren
dde67ac79e
Minor fix to the generator script
2017-02-26 14:53:58 +01:00
Cedric Nugteren
ea6790665d
Merge branch 'development' into triangular_solvers
2017-02-26 14:51:45 +01:00
Cedric Nugteren
b7310036ed
Removed half-precision support from the TRSM routine; too unstable
2017-02-26 12:56:21 +01:00
Cedric Nugteren
fef11a208c
Added documentation for the OverrideParameters function
2017-02-18 11:02:57 +01:00
Cedric Nugteren
3d10690c83
Added missing documentation for the fill and clear cache functions
2017-02-18 10:32:32 +01:00
Cedric Nugteren
cda449a5c3
Added a C interface to the OverrideParameters function; added some in-line comments to the API
2017-02-16 21:14:48 +01:00
Cedric Nugteren
08bfb75a9d
Added input-sanity checks for the OverrideParameters function
2017-02-16 21:12:50 +01:00
Cedric Nugteren
cdb3bb7166
Added first version of the OverrideParameters function
2017-02-13 20:53:06 +01:00
Cedric Nugteren
c248f900c0
Merge branch 'development' into triangular_solvers
2017-02-05 22:18:59 +01:00
Ivan Shapovalov
1b8e816333
FillCache: perform compilation for each precision separately
...
Thus do not prevent filling cache for float if the device does not support
e. g. double.
2017-01-24 02:43:00 +03:00
Cedric Nugteren
a5fd2323b6
Added prototype for the TRSV routine
2017-01-20 11:30:32 +01:00
Cedric Nugteren
32b850b12b
Added tuning results for the AMD Turks GPU and the Intel Core i7-2670QM CPU
2017-01-03 20:30:56 +01:00
Cedric Nugteren
681a465b35
Prepared for the addition of the TRSM triangular solver kernel
2016-12-18 12:30:16 +01:00
Cedric Nugteren
39c49bf4f9
Made it possible to use the command-line environmental variables for each executable and without re-running CMake
2016-11-27 11:00:29 +01:00
Cedric Nugteren
080e1be684
Improved the default parameters for cases with non-common parameters across all devices
2016-11-26 16:38:17 +01:00
Cedric Nugteren
cb398f0e42
Merge pull request #125 from CNugteren/netlib_blas_api
...
Netlib CBLAS API for CLBlast
2016-11-24 19:35:59 +01:00
Cedric Nugteren
792cc8359f
Fixed a vector-size related bug in the CLBlast Netlib API
2016-11-23 22:00:20 +01:00
Cedric Nugteren
26ca071480
Minor changes to ensure full compatibility with the Netlib CBLAS API
2016-11-22 08:41:52 +01:00
Cedric Nugteren
eefe0df435
Made functions with scalar-buffers as output properly return values
2016-11-20 21:36:57 +01:00
Cedric Nugteren
4c9585a349
Generating FP16 performance graphs now uses FP32 as a reference for comparison
2016-11-19 22:21:07 +01:00
Cedric Nugteren
8ae8ab06a2
Renamed the include and source files of the Netlib CBLAS API
2016-10-25 20:33:10 +02:00
Cedric Nugteren
140121ef91
Removed the clblast namespace from the Netlib C API source file to ensure proper linking
2016-10-25 20:21:50 +02:00
Cedric Nugteren
729862e873
Fixed some issues preventing the Netlib CBLAS API from linking correctly
2016-10-25 19:56:42 +02:00
Cedric Nugteren
926aca53a0
Made the Netlib CBLAS API use the same enums with prefixes as the regular C API of CLBlast
2016-10-25 19:45:57 +02:00
Cedric Nugteren
59183b7d79
Sets the proper sizes for the buffers for the Netlib CBLAS API
2016-10-25 19:21:49 +02:00
Cedric Nugteren
f96fd372bc
Added initial version of a Netlib CBLAS implementation. TODO: Set correct buffer sizes
2016-10-25 14:28:52 +02:00
Cedric Nugteren
3b65eace0a
Merge branch 'development' into netlib_blas_api
...
Conflicts:
scripts/generator/generator.py
scripts/generator/generator/routine.py
2016-10-25 09:34:24 +02:00
Cedric Nugteren
a670c4c4bf
All enums in the C API are now prefixed with CLBlast to avoid potential name clashes with other projects
2016-10-22 16:14:56 +02:00
Cedric Nugteren
4a5516aa78
Added extra error codes to reflect the more detailed error reporting of OpenCL functions
2016-10-22 15:46:29 +02:00
Ivan Shapovalov
56f300607b
Routine: get rid of ::SetUp()
...
Since we now use C++ exceptions inside the implementation (and exceptions
can be thrown from constructors), there is no need for a separate
Routine::SetUp() function.
For this, we also change the way how the kernel source string is constructed.
The kernel-specific source code is now passed to the Routine ctor via
an initializer_list of C strings to avoid unnecessary data copying
while also working around C1091 of MSVC 2013.
2016-10-22 08:45:27 +03:00
Ivan Shapovalov
b98af44fcf
treewide: use C++ exceptions properly
...
Since the codebase is designed around proper C++ idioms such as RAII, it
makes sense to only use C++ exceptions internally instead of mixing
exceptions and error codes. The exceptions are now caught at top level
to preserve compatibility with the existing error code-based API.
Note that we deliberately do not catch C++ runtime errors (such as
`std::bad_alloc`) nor logic errors (aka failed assertions) because no
actual handling can ever happen for such errors.
However, in the C interface we do catch _all_ exceptions (...) and
convert them into a wild-card error code.
2016-10-22 08:45:25 +03:00
Cedric Nugteren
9331442a56
Merge branch 'development' into netlib_blas_api
2016-10-16 11:43:03 +02:00
Cedric Nugteren
0f9311d46a
Fixed an issue with a growing database: the database is now a global variable in a namespace and its container uses const-pointers to the actual data
2016-10-14 20:56:32 +02:00
Cedric Nugteren
39afc9543b
Changed the storage location of the database to a separate Github repository
2016-10-10 19:10:12 +02:00
Cedric Nugteren
f563341e7b
Added fresh performance graphs for GeForce 750Ti; removed old GTX480 results
2016-10-10 16:59:28 +02:00
Cedric Nugteren
d7cfb6aa9b
Added benchmark script for small matrix sizes, testing the direct GEMM kernels
2016-10-08 22:05:54 +02:00
Cedric Nugteren
8d5747aa54
Made non-standard types void-pointers in the Netlib BLAS interface
2016-10-05 08:23:54 +02:00
Cedric Nugteren
a17b714c3e
Added first version of Netlib BLAS API header
2016-10-05 00:09:39 +02:00
Cedric Nugteren
aa3dffe356
Added XgemvFastRot and Xgemm 16-bit tuning results: just defaults which are now automatically taken from 32-bit if there are no entries at all
2016-09-12 20:13:38 +02:00
Cedric Nugteren
b5a67f86ec
Complete re-write of the database script. Changed Pandas for the much faster and convienient plain JSON/dict data-type
2016-09-11 21:29:28 +02:00
Cedric Nugteren
e21f32bc99
Updated database based on exhaustive tuning results for GEMM for the R9 M370X GPU
2016-09-10 14:00:43 +02:00
Cedric Nugteren
3daba70997
Updated the database script to remove duplicate entries: keeps only the best-performing cases for a specific parameters combination
2016-09-10 11:12:09 +02:00
Cedric Nugteren
a2f8350703
Refactored the Python C++ generator script; now confirms to the PEP8 styleguide
2016-09-04 21:26:30 +02:00
Cedric Nugteren
521bf6cdfc
Added tuning results for Intel Broadwell 5500 GT2 GPU
2016-09-03 16:43:23 +02:00
Cedric Nugteren
19574b2519
Updated tuning results for Haswell GT2 Mobile GPU; fixed database script to handle duplicate entries of different runs
2016-09-03 12:45:11 +02:00
Cedric Nugteren
0c0f0ac7f9
Also changed the default-default for unknown device types to use the same method as for known device groups
2016-08-21 20:35:20 +02:00
Cedric Nugteren
00979faab4
Updated the changelog; refactored the database-get-bests code a bit
2016-08-21 20:16:06 +02:00
Cedric Nugteren
7d5631b7e4
Updated the database script to calculate the relative best performance of tuning results common for a device/vendor type
2016-08-15 21:01:07 +02:00
Cedric Nugteren
7da6492b36
Improved the speed of the new common-best defaults method for the database generation
2016-08-09 21:06:04 +02:00
Cedric Nugteren
3f5401d4c8
Added a first version of the database's common-best default calculation
2016-08-07 16:25:38 +02:00
Cedric Nugteren
2582f0290a
Moved the XgemvFast and XgemvFastRot tuning database into a separate file
2016-07-25 22:43:49 +02:00
Cedric Nugteren
622682ffe3
Refactored the Python database script: separated functionality in modules, now complies to the PEP8 style, added proper command-line argument parsing, and cleaned-up
2016-07-24 16:41:01 +02:00
Cedric Nugteren
9683b50c55
Added tuning results for GTX670, GTX750, and GTX1070 (thanks to gcp)
2016-07-03 20:30:47 +02:00
Cedric Nugteren
5a690f4e36
Prints the current pandas version and reports the minimum required version
2016-07-02 16:44:13 +02:00
Cedric Nugteren
b330ab0866
Added declspec(dllexport) to ClearCache and FillCache, and added declspec(dllimport) when not building the library
2016-06-30 10:49:17 +02:00
Cedric Nugteren
69beca90f4
Moved the performance graph scripts to the 'scripts' subfolder
2016-06-27 11:51:57 +02:00
Cedric Nugteren
eab8d3cda1
Minor fix to the database script
2016-06-19 14:55:17 +02:00
Cedric Nugteren
61203453aa
Renamed all C++ source files to .cpp to match the .hpp extension better
2016-06-19 13:55:49 +02:00
Cedric Nugteren
f726fbdc9f
Moved all headers into the source tree, changed headers to .hpp extension
2016-06-18 20:20:13 +02:00
Cedric Nugteren
bacb5d2bb2
Clean-up of the routine class, moved RunKernel to the routine/common file
2016-06-18 18:16:14 +02:00
Cedric Nugteren
52ccaf5b25
Added XOMATCOPY routines to perform out-of-place matrix scaling, copying, and/or transposing
2016-06-16 18:07:46 +02:00
Cedric Nugteren
995a528cec
Improved API documentation and added documentation for level-2 and level-3 routines
2016-06-13 20:17:26 +02:00
Cedric Nugteren
4fb8f9517c
Added documentation for the matrix-update level-2 family of routines
2016-06-10 11:16:06 +02:00
Cedric Nugteren
e561e3fbd5
Added return value to the test binaries (0: success, 1: failure), allowing it to work under CTest properly
2016-06-02 16:24:22 +02:00
Cedric Nugteren
03182f9d07
Added half-precision tests for the clBLAS reference through conversion to single-precision
2016-05-26 23:36:19 +02:00
Cedric Nugteren
b487d4dd44
Added half-precision tests for the CBLAS reference through conversion to single-precison
2016-05-26 13:15:27 +02:00
Cedric Nugteren
4612ff3552
Added possibility to run the performance client with half-precision
2016-05-25 14:37:26 +02:00
Cedric Nugteren
9f87455070
Added level-3 half-precision routines HGEMM/HSYMM/HSYRK/HSYR2K/HTRMM
2016-05-25 13:29:53 +02:00
Cedric Nugteren
3e9a07f00a
Added level-2 half-precision routines HGER/HSYR/HSPR/HSYR2/HSPR2
2016-05-22 16:59:14 +02:00
Cedric Nugteren
95b828da12
Added level-2 half-precision routines HGEMV/HGBMV/HHEMV/HHBMV/HHPMV/HSYMV/HSBMV/HSPMV/HTRMV/HTBMV/HTPMV
2016-05-22 15:38:26 +02:00
Cedric Nugteren
803aaf3070
Added level-1 half-precision routines HSWAP/HSCAL/HCOPY/HAXPY/HDOT/HNRM2/HASUM/HSUM/iHAMAX/iHMAX/iHMIN
2016-05-22 14:47:14 +02:00
Cedric Nugteren
489c5d76cf
Merged in latest changes from 0.7.1 release
2016-05-18 21:32:56 +02:00
Cedric Nugteren
120c31a30f
Initial experimental version of the half-precision HAXPY routine
2016-05-13 20:49:34 +02:00
Cedric Nugteren
f2ba75890c
Initial changes in preparation for half-precision fp16 support
2016-05-12 19:56:21 +02:00
cnugteren
3b81ee2c08
Fixed an issue where the xAMAX tester would incorrectly report failures when testing against CBLAS
2016-05-08 18:28:01 +02:00
cnugteren
eaf1de5745
Fixed an issue where the xNRM2 and xASUM testers would incorrectly report failures for complex inputs
2016-05-08 18:07:55 +02:00
Cedric Nugteren
ed2904a344
Added preliminary generated API documentation
2016-05-08 09:49:00 +02:00
Cedric Nugteren
aa97c836b1
Fixed an issue with linking against the ATLAS BLAS library
2016-05-04 19:16:09 +02:00
Cedric Nugteren
27d0ac7f38
Added tuning results for AMD Pitcairn (R9 270X)
2016-05-01 19:33:50 +02:00
Cedric Nugteren
c94b628318
Updated tuning database for reduction/dot kernels based on the new tuner; partially repopulated the database
2016-05-01 19:17:04 +02:00
Cedric Nugteren
bee2f943ec
Changed the index buffer of IxAMAX routines to unsigned int for proper buffersize checking
2016-05-01 14:03:37 +02:00
Cedric Nugteren
e113ff0852
Added non-aboslute minimum counter-part IxMIN of the BLAS routine IxAMAX
2016-04-30 09:49:39 +02:00
Cedric Nugteren
877aad693f
Added FillCache: a function to pre-compile all kernels for a specific device
2016-04-29 23:33:12 +02:00
Cedric Nugteren
d7ddbdeb1f
Added non-absolute counter-parts xSUM and IxMAX of the BLAS routines xASUM and IxAMAX
2016-04-27 18:07:30 +02:00
Cedric Nugteren
8075934ca7
Added prototypes for non-BLAS routines: xSUM and IxMAX (non-absolute counterparts of xASUM and IxAMAX)
2016-04-27 17:06:19 +02:00
Cedric Nugteren
82be8f211c
Moved all cache-related functions to a separate file; added a ClearCompiledProgramCache function to clear the cache
2016-04-27 16:02:13 +02:00
Cedric Nugteren
3555cd0436
All CLBlast enum constants now have the same raw values as in the cblas standard
2016-04-27 11:37:55 +02:00
cnugteren
16a048f1ac
Added support for the iSAMAX/iDAMAX/iCAMAX/iZAMAX routines
2016-04-20 22:12:51 -06:00
cnugteren
894983fc3c
Added prototype for ixAMAX routines
2016-04-20 21:11:33 -06:00
cnugteren
8be99de82d
Added support for the SASUM/DASUM/ScASUM/DzASUM routines
2016-04-14 19:58:26 -06:00
cnugteren
e0497807e2
Added prototype for xASUM routines
2016-04-13 21:44:49 -06:00
cnugteren
a61724ece5
Fixed the way the defaults are calculated in the database; added warning for non-matching tuner arguments
2016-04-11 22:27:44 -06:00
cnugteren
1d3d38a261
Events are now properly implemented using event waiting list and asking the user to wait for event completion
2016-04-09 22:22:24 -06:00
cnugteren
1a82861a90
Added support for testing (performance and correctness) against a CPU BLAS library
2016-04-02 11:58:00 -07:00
cnugteren
5c83217cf2
Added a wrapper for CBLAS libraries for performance/correctness testing
2016-04-01 22:36:39 -07:00
cnugteren
8c3c6db7d0
Merge branch 'level1_routines' into development
2016-03-30 21:37:56 -07:00
Cedric Nugteren
c1df786764
Added prototypes for the xROTM and xROTMG routines
2016-03-30 16:13:37 -07:00
Cedric Nugteren
6ecc0d089c
Added prototypes for the xROT and xROTG functions
2016-03-30 16:13:32 -07:00
Cedric Nugteren
6e5f558746
Made event an optional argument in the CLBlast C++ API
2016-03-30 16:13:26 -07:00
Cedric Nugteren
aaa687ca98
Added preliminary support for the xNRM2 routines
2016-03-28 23:00:44 +02:00
Cedric Nugteren
1d5a702d9d
Added prototypes for ScNRM2/DzNRM2 routines
2016-03-25 10:30:38 +01:00
Cedric Nugteren
3876096c30
Added prototypes for SNRM2/DNRM2 routines
2016-03-25 10:00:40 +01:00
Cedric Nugteren
49822c8ead
Fixed the C-api export to be able to properly build a DLL on Windows
2016-03-23 20:49:28 +01:00
Cedric Nugteren
d935695417
Added __declspec(dllexport) to create a DLL on Windows
2016-03-19 11:09:09 +01:00
Cedric Nugteren
306bf67660
Added preliminary support for xHPR2 and xSPR2 routines
2016-03-06 15:48:11 +01:00
Cedric Nugteren
60da54da5d
Added preliminary support for xHER2 and xSYR2 routines
2016-03-02 21:18:01 +01:00
Cedric Nugteren
fa79720557
Added tuning results for Intel Iris Pro and AMD R9 M370X
2016-02-28 16:47:52 +01:00
Cedric Nugteren
e3545215a5
Added support for xHER, xHPR, xSYR, and xSPR routines
2016-02-28 14:16:48 +01:00
Cedric Nugteren
9f682aa66b
Set a proper default precision for the CLBlast clients
2016-02-20 14:41:53 +01:00
Cedric Nugteren
6dc44da07b
Added support for xGERU and xGERC routines
2016-02-20 14:15:41 +01:00
Cedric Nugteren
8854a73127
Added XGER routine, kernel, and tuner
2016-02-20 12:40:01 +01:00
Cedric Nugteren
165a94c200
Various fixes to the database script
2016-02-07 16:39:37 +01:00
Cedric Nugteren
00be6f7530
Added dictionary with short and long OpenCL vendor names to fix issues with Intel having multiple names
2016-02-07 11:59:30 +01:00
Cedric Nugteren
c76f1d9dbb
Made the tuning database an optional external download
2016-02-07 10:59:51 +01:00
CNugteren
704a729f5c
Made the database script compatible with Python 3
2016-02-06 13:11:36 +01:00
Cedric Nugteren
276e772a2c
Added first auto-generated database headers from the Python database; only K40 and Iris supported now
2016-01-30 11:43:21 +01:00
Cedric Nugteren
76c9148030
Minor improvements to the database script, including proper file paths
2016-01-24 17:56:27 +01:00
Cedric Nugteren
f0b3091cdb
Added Python function to compute defaults for a particular device/vendor combination
2016-01-24 17:35:31 +01:00
CNugteren
09c94b17cf
Added tuning data for Tesla K40
2015-10-28 21:20:42 +01:00
CNugteren
bb4e78f737
Added initial tuning database with Intel Iris data
2015-10-25 16:49:59 +01:00
CNugteren
ccd1a5c7cc
Updated tuning database script according to the new JSON format
2015-10-25 16:49:29 +01:00
CNugteren
a2d5d7770e
Moved the tuner database script to a separate folder
2015-10-25 16:27:14 +01:00
CNugteren
2b56c2c603
Added TRMV/TBMV/TPMV routines
2015-09-26 16:58:03 +02:00
CNugteren
de6547a92b
Added SBMV and SPMV routines
2015-09-19 18:01:19 +02:00
CNugteren
80da67d28b
Added the HPMV routine
2015-09-19 17:40:38 +02:00
CNugteren
aebd156869
Added the HBMV routine
2015-09-19 11:11:34 +02:00
CNugteren
4507ba4997
Added first version of banded matrix-vector multiplication
2015-09-18 15:25:20 +02:00
CNugteren
4796c9bcbd
Added generated main functions for correctness/performance tests for level 2 routines
2015-09-18 10:19:03 +02:00
CNugteren
6105ad6f5b
Added interface of all level 2 routines
2015-09-17 17:05:45 +02:00
CNugteren
6307d2e5db
Added script to generate API interface and implementation automatically
2015-09-17 10:14:33 +02:00