Details:
- Removed a stray/accidental redefinition of axpyv and scal2v function
types in frame/1d/bli_l1d_ft.h (probably a copy/paste leftover during
development).
Details:
- Updated older _ft kernel type suffixes used within penryn level-1v
and -1f kernels to use the newer _ker_ft suffix that was introduced
in 0175483. (Thank you Travis CI.)
Details:
- Previously, most object API functions (_oapi.c) used a function
chooser macro that would expand out to an if-elseif-elseif-else
conditional that used a num_t datatype to call the appropriate
type-specific API (_tapi.c). This always felt a little hackish, and
would get in the way somewhat of addig support for new num_t datatypes
in the future. So, I've replaced that functionality with code that
queries a function pointer that is then typecast appropriately. This
model of function calling was already pervasive for kernels queried
from the cntx_t structure. It was also already in use in various other
functions, such as macrokernels, and this commit simply extends that
pattern.
- The above change required many new files, mostly header files, that
define the function types (mostly _ft.h) for the queriable functions
as well as some source files to define the function pointer arrays and
their corresponding query functions (_fpa.c). Various other function
types, mostly for kernel function types, were renamed to reduce the
potential for confusion with the function types for expert and basic
(non-expert) typed API functions.
- Removed definitions for all of the "bli_call_ft_*()" function chooser
macros from bli_misc_macro_defs.h.
Details:
- Removed the dtime (delta time, or wallclock time) column from the
matlab output of all test drivers in test, test/3m4m, test/studies.
This value was rarely (if ever) really needed and usually only served
to take up screen space.
- Updated format specifier in test/studies/skx to use %7.2f instead of
%6.3f.
- For the test drivers in 'test' directory, added an initial line of
output that sets last entry of matlab matrix to zero in order to
induce a pre-allocation of the entire array of performance results.
Details:
- Changed the format specifier for the gflops column in the testsuite
output from %7.3f to %7.2f. This was done mainly to keep the output
aligned properly when the expected perfomance exceeded 1000 gflops.
Also, two decimal places still conveys plenty of precision for all
practical applications, including just eyeballing performance deltas
between two executions (let alone two implementations).
- Changed the format specifier for gflops in the test/3m4m drivers
from %6.3f to %7.2f (for the same reasons listed above).
Details:
- Fixed bug in static function bli_cntx_set_[packm/unpackm]_ker_dt(), which
were incorrectly calling bli_cntx_get_[packm/unpackm]_ker_dt to get the
corresponding func_t.
Details:
- Added links, and sandbox language to README.md.
- Adjusted some comments in high-level level-3 object functions to make
clear what bli_thread_init_rntm() does.
Details:
- Updated the typed and object APIs to include language on the rntm_t
parameters in the expert interfaces.
- Updated README to include link to object API.
Details:
- Modified a few sections to take advantage of a feature of markdown
that allows a bullet or enumeration to have multiple paragraphs. This
is a trial run to make sure the indentation looks good when rendered
in a web browser.
Details:
- Consolidated typed API function prototypes in bli_l1v_tapi.h by
leveraging identical function signatures between operations.
- Removed 'restrict' keyword since it is not actually present in the
function definitions.
Details:
- Filled in remaining section on object creation function reference
of BLISObjectAPI.md. All object management functions demonstrated as
part of the example code in examples/oapi are now documented, as well
as some other functions that are not shown in the example code.
- Updated variuos links (mostly in function index) to correctly point to
the object API reference instead of the typed API reference.
- Added documentation to getijm, setijm.
Details:
- Added explicit typecasting to various functions (mostly static
functions), primarily those in bli_param_macro_defs.h,
bli_obj_macro_defs.h, bli_cntx.h, bli_cntl.h, and a few other header
files.
- This change was prompted by feedback from Jacob Gorm Hansen, who
reported that #including "blis.h" from his application caused a
gcc to output error messages (relating to types being returned
mismatching the declared return types) when used via the C++ compiler
front-end. This is the first pass of fixes, and we may need to
iterate with additional follow-up commits (#233).
Details:
- Fixed an unused variable warning in frame/base/bli_rntm.c when
multithreading is disabled.
- Fixed a missing variable declaration in bli_thread_init_rntm_from_env()
when multithreading is disabled.
Details:
- Defined a new struct datatype, rntm_t (runtime), to house the thrloop
field of the cntx_t (context). The thrloop array holds the number of
ways of parallelism (thread "splits") to extract per level-3
algorithmic loop until those values can be used to create a
corresponding node in the thread control tree (thrinfo_t structure),
which (for any given level-3 invocation) usually happens by the time
the macrokernel is called for the first time.
- Relocating the thrloop from the cntx_t remedies a thread-safety issue
when invoking level-3 operations from two or more application threads.
The race condition existed because the cntx_t, a pointer to which is
usually queried from the global kernel structure (gks), is supposed to
be a read-only. However, the previous code would write to the cntx_t's
thrloop field *after* it had been queried, thus violating its read-only
status. In practice, this would not cause a problem when a sequential
application made a multithreaded call to BLIS, nor when two or more
application threads used the same parallelization scheme when calling
BLIS, because in either case all application theads would be using
the same ways of parallelism for each loop. The true effects of the
race condition were limited to situations where two or more application
theads used *different* parallelization schemes for any given level-3
call.
- In remedying the above race condition, the application or calling
library can now specify the parallelization scheme on a per-call basis.
All that is required is that the thread encode its request for
parallelism into the rntm_t struct prior to passing the address of the
rntm_t to one of the expert interfaces of either the typed or object
APIs. This allows, for example, one application thread to extract 4-way
parallelism from a call to gemm while another application thread
requests 2-way parallelism. Or, two threads could each request 4-way
parallelism, but from different loops.
- A rntm_t* parameter has been added to the function signatures of most
of the level-3 implementation stack (with the most notable exception
being packm) as well as all level-1v, -1d, -1f, -1m, and -2 expert
APIs. (A few internal functions gained the rntm_t* parameter even
though they currently have no use for it, such as bli_l3_packm().)
This required some internal calls to some of those functions to
be updated since BLIS was already using those operations internally
via the expert interfaces. For situations where a rntm_t object is
not available, such as within packm/unpackm implementations, NULL is
passed in to the relevant expert interfaces. This is acceptable for
now since parallelism is not obtained for non-level-3 operations.
- Revamped how global parallelism is encoded. First, the conventional
environment variables such as BLIS_NUM_THREADS and BLIS_*_NT are only
read once, at library initialization. (Thanks to Nathaniel Smith for
suggesting this to avoid repeated calls getenv(), which can be slow.)
Those values are recorded to a global rntm_t object. Public APIs, in
bli_thread.c, are still available to get/set these values from the
global rntm_t, though now the "set" functions have additional logic
to ensure that the values are set in a synchronous manner via a mutex.
If/when NULL is passed into an expert API (meaning the user opted to
not provide a custom rntm_t), the values from the global rntm_t are
copied to a local rntm_t, which is then passed down the function stack.
Calling a basic API is equivalent to calling the expert APIs with NULL
for the cntx and rntm parameters, which means the semantic behavior of
these basic APIs (vis-a-vis multithreading) is unchanged from before.
- Renamed bli_cntx_set_thrloop_from_env() to bli_rntm_set_ways_for_op()
and reimplemented, with the function now being able to treat the
incoming rntm_t in a manner agnostic to its origin--whether it came
from the application or is an internal copy of the global rntm_t.
- Removed various global runtime APIs for setting the number of ways of
parallelism for individual loops (e.g. bli_thread_set_*_nt()) as well
as the corresponding "get" functions. The new model simplifies these
interfaces so that one must either set the total number of threads, OR
set all of the ways of parallelism for each loop simultaneously (in a
single function call).
- Updated sandbox/ref99 according to above changes.
- Rewrote/augmented docs/Multithreading.md to document the three methods
(and two specific ways within each method) of requesting parallelism
in BLIS.
- Removed old, disabled code from bli_l3_thrinfo.c.
- Whitespace changes to code (e.g. bli_obj.c) and docs/BuildSystem.md.
Details:
- Added documentation to docs/BLISObjectAPI.md for a handful of
commonly-used obj_t accessor functions.
- Minor updates to docs/BLISTypedAPI.md.
Details:
- Created a 'studies' subdirectory within 'test' to be used to house
test drivers, makefiles, run scripts, matlab plot code, and related
files that have been customized for collecting performance data on
specific host machines or product lines. This new setup will help us
catalog, track, and share test driver materials over time, and in a
way that facilitates reproducibility.
- Created an 'skx' subdirectory within 'test/studies' to house various
level-3 test driver files used to measure performance on SkylakeX
nodes (specifically, those nodes used by TACC's stampede2 system).
Details:
- Deleted some lines from the API function signatures that did not
belong (and were only left over from the copy-paste of the typed API).
- Fixed some paragraph-in-bullet indentation.
Details:
- Added first draft of BLISObjectAPI.md. (Object management section is
still missing.)
- Small fixes to BLISTypedAPI.md found while writing BLISObjectAPI.md.
- In various .md files, changed ``` verbatim blocks to language
attributes (e.g. ```c for C code).
Details:
- Added missing pthreads library linking to example makefile in
docs/BuildSystem.md, as well as similar language to build requirements
at the beginning of the document. Thanks to Stefanos Mavros for
bringing this to our attention.
- Updated CREDITS file.
Details:
- Minor updates to BLISTypedAPI.md, mostly to bring terminology
up-to-date with the new "typed API" classification.
- Added contents section to KernelsHowTo.md.
Details:
- Added missing level-1v operations to BLISTypedAPI (e.g. axpbyv,
xpbyv).
- Updated broken linkes in KernelsHowTo.md based on misnamed anchors.
- Other minor changes.
Details:
- Fixed stale calls to dscalv() from the dotxf and dotxaxpyf penryn
kernels that were not updated during the basic/expert API separation
in e88aeda.
Details:
- Added language to README.md to bring the reader's attention to the
example code for the typed API (in addition to those for the object
API).
Details:
- Updated wiki links according to renamed/relocated files in 'docs'.
- Converted links to relative paths.
- Added link to docs/Multithreading.md.
Details:
- Within the documents in docs/*.md, reverted links to other local
documents to relative paths.
- Fixed some links/documents that did not yet have the '.md' suffix.
- Testing whether we can use relative links ('docs/BLISTypedAPI.md')
from within README.md.
Details:
- Updated most markdown links in the documents/wikis to use absolute
paths instead of the relative paths that were in use previously.
A few links were not updated, except for adding a ".md" to reflect
the documents' new names, in order to test whether relative
linking still works.
