6 Commits

Author SHA1 Message Date
Field G. Van Zee
834f30a0da Mention mixeddt paper in docs/MixedDatatypes.md. 2019-10-02 12:45:56 -05:00
Field G. Van Zee
4bbb454bf3 Testsuite docs update for mixed-datatype gemm.
Details:
- Updated docs/Testsuite.md to include mention of the new mixed-domain
  and mixed-precision settings, including descriptions.
- Updated docs/MixedDatatypes.md to include a brief section on running
  the testsuite to exercise mixed-datatype functionality, which mostly
  amounts to a link to the Testsuite.md document.
- Minor verbiage change to testsuite output to correct a misleading
  label associated with the value returned by the query function
  bli_info_get_simd_num_registers(). (The function does not return the
  number of SIMD registers present in the hardware, but rather a maximum
  assumed value for the purposes of allocating temporary microtile
  workspace on the function stack.)
2018-11-03 19:11:01 -05:00
Field G. Van Zee
f19c33af4c Disallow 64b BLAS integers + 32b BLIS integers.
Details:
- Print an error message from configure if the user attempts to
  explicitly configure BLIS for simultaneous use of 64-bit integers in
  the BLAS API with 32-bit integers in the BLIS API.
- Added cpp macro conditional to bli_type_defs.h to mandate that BLIS
  integers be 64 bits if the BLAS integers are 64 bits. This and the
  above item take care of issue #274. Thanks to Devin Matthews and
  Jeff Hammond for suggesting these safeguards.
- Slight reorganization and relabeling (for clarity) of BLAS/CBLAS
  sections and BLIS integer size line of the testsuite configuration
  output.
- Very minor edits to docs/MixedDatatypes.md.
2018-10-26 17:07:15 -05:00
Field G. Van Zee
c9be5889fb Added "Known issues" section to Multithreading.md.
Details:
- Added known issues section to Multithreading.md.
- Trivial changes to MixedDatatypes.md, Sandboxes.md.
2018-10-19 17:42:40 -05:00
Field G. Van Zee
49d3f9fcbb Merge branch 'master' into dev 2018-10-17 18:00:40 -05:00
Field G. Van Zee
5fec95b99f Implemented mixed-datatype support for gemm.
Details:
- Implemented support for gemm where A, B, and C may have different
  storage datatypes, as well as a computational precision (and implied
  computation domain) that may be different from the storage precision
  of either A or B. This results in 128 different combinations, all
  which are implemented within this commit. (For now, the mixed-datatype
  functionality is only supported via the object API.) If desired, the
  mixed-datatype support may be disabled at configure-time.
- Added a memory-intensive optimization to certain mixed-datatype cases
  that requires a single m-by-n matrix be allocated (temporarily) per
  call to gemm. This optimization aims to avoid the overhead involved in
  repeatedly updating C with general stride, or updating C after a
  typecast from the computation precision. This memory optimization may
  be disabled at configure-time (provided that the mixed-datatype
  support is enabled in the first place).
- Added support for testing mixed-datatype combinations to testsuite.
  The user may test gemm with mixed domains, precisions, both, or
  neither.
- Added a standalone test driver directory for building and running
  mixed-datatype performance experiments.
- Defined a new variation of castm, castnzm, which operates like castm
  except that imaginary values are not touched when casting a real
  operand to a complex operand. (By contrast, in these situations castm
  sets the imaginary components of the destination matrix to zero.)
- Defined bli_obj_imag_is_zero() and substituted calls in lieu of all
  usages of bli_obj_imag_equals() that tested against BLIS_ZERO, and
  also simplified the implementation of bli_obj_imag_equals().
- Fixed bad behavior from bli_obj_is_real() and bli_obj_is_complex()
  when given BLIS_CONSTANT objects.
- Disabled dt_on_output field in auxinfo_t structure as well as all
  accessor functions. Also commented out all usage of accessor
  functions within macrokernels. (Typecasting in the microkernel is
  still feasible, though probably unrealistic for now given the
  additional complexity required.)
- Use void function pointer type (instead of void*) for storing function
  pointers in bli_l0_fpa.c.
- Added documentation for using gemm with mixed datatypes in
  docs/MixedDatatypes.md and example code in examples/oapi/11gemm_md.c.
- Defined level-1d operation xpbyd and level-1m operation xpbym.
- Added xpbym test module to testsuite.
- Updated frame/include/bli_x86_asm_macros.h with additional macros
  (courtsey of Devin Matthews).
2018-10-15 16:37:39 -05:00