mirror of
https://github.com/amd/blis.git
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5e54f46ccb
Details: - Added a 'template' configuration, which contains stub implementations of the level 1, 1f, and 3 kernels with one datatype implemented in C for each, with lots of in-file comments and documentation. - Modified some variable/parameter names for some 1/1f operations. (e.g. renaming vector length parameter from m to n.) - Moved level-1f fusing factors from axpyf, dotxf, and dotxaxpyf header files to bli_kernel.h. - Modifed test suite to print out fusing factors for axpyf, dotxf, and dotxaxpyf, as well as the default fusing factor (which are all equal in the reference and template implementations). - Cleaned up some sloppiness in the level-1f unb_var1.c files whereby these reference variants were implemented in terms of front-end routines rather that directly in terms of the kernels. (For example, axpy2v was implemented as two calls to axpyv rather than two calls to AXPYV_KERNEL.) - Changed the interface to dotxf so that it matches that of axpyf, in that A is assumed to be m x b_n in both cases, and for dotxf A is actually used as A^T. - Minor variable naming and comment changes to reference micro-kernels in frame/3/gemm/ukernels and frame/3/trsm/ukernels.
392 lines
12 KiB
C
392 lines
12 KiB
C
/*
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BLIS
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An object-based framework for developing high-performance BLAS-like
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libraries.
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Copyright (C) 2013, The University of Texas
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Redistribution and use in source and binary forms, with or without
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modification, are permitted provided that the following conditions are
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met:
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- Redistributions of source code must retain the above copyright
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notice, this list of conditions and the following disclaimer.
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- Redistributions in binary form must reproduce the above copyright
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notice, this list of conditions and the following disclaimer in the
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documentation and/or other materials provided with the distribution.
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- Neither the name of The University of Texas nor the names of its
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contributors may be used to endorse or promote products derived
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from this software without specific prior written permission.
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THIS SOFTWARE IS PROVIDED BY THE COPYRIGHT HOLDERS AND CONTRIBUTORS
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"AS IS" AND ANY EXPRESS OR IMPLIED WARRANTIES, INCLUDING, BUT NOT
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LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR
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A PARTICULAR PURPOSE ARE DISCLAIMED. IN NO EVENT SHALL THE COPYRIGHT
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HOLDER OR CONTRIBUTORS BE LIABLE FOR ANY DIRECT, INDIRECT, INCIDENTAL,
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SPECIAL, EXEMPLARY, OR CONSEQUENTIAL DAMAGES (INCLUDING, BUT NOT
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LIMITED TO, PROCUREMENT OF SUBSTITUTE GOODS OR SERVICES; LOSS OF USE,
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DATA, OR PROFITS; OR BUSINESS INTERRUPTION) HOWEVER CAUSED AND ON ANY
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THEORY OF LIABILITY, WHETHER IN CONTRACT, STRICT LIABILITY, OR TORT
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(INCLUDING NEGLIGENCE OR OTHERWISE) ARISING IN ANY WAY OUT OF THE USE
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OF THIS SOFTWARE, EVEN IF ADVISED OF THE POSSIBILITY OF SUCH DAMAGE.
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*/
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#ifndef BLIS_KERNEL_H
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#define BLIS_KERNEL_H
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// -- LEVEL-3 MICRO-KERNEL CONSTANTS -------------------------------------------
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// -- Default cache blocksizes --
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//
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// Constraints:
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//
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// (1) MC must be a multiple of:
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// (a) MR (for zero-padding purposes)
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// (b) NR (for zero-padding purposes when MR and NR are "swapped")
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// (2) NC must be a multiple of
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// (a) NR (for zero-padding purposes)
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// (b) MR (for zero-padding purposes when MR and NR are "swapped")
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// (3) KC must be a multiple of
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// (a) MR and
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// (b) NR (for triangular operations such as trmm and trsm).
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//
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#define BLIS_DEFAULT_MC_S 768
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#define BLIS_DEFAULT_KC_S 256
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#define BLIS_DEFAULT_NC_S 8192
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#define BLIS_DEFAULT_MC_D 384
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#define BLIS_DEFAULT_KC_D 256
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#define BLIS_DEFAULT_NC_D 4096
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#define BLIS_DEFAULT_MC_C 128
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#define BLIS_DEFAULT_KC_C 256
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#define BLIS_DEFAULT_NC_C 4096
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#define BLIS_DEFAULT_MC_Z 64
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#define BLIS_DEFAULT_KC_Z 256
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#define BLIS_DEFAULT_NC_Z 2048
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// -- Cache blocksize extensions (for optimizing edge cases) --
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// NOTE: These cache blocksize "extensions" have the same constraints as
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// the corresponding default blocksizes above. When these values are
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// non-zero, blocksizes used at edge cases are extended (enlarged) if
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// such an extension would encompass the remaining portion of the
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// matrix dimension.
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#define BLIS_EXTEND_MC_S 0 //(BLIS_DEFAULT_MC_S/4)
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#define BLIS_EXTEND_KC_S 0 //(BLIS_DEFAULT_KC_S/4)
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#define BLIS_EXTEND_NC_S 0 //(BLIS_DEFAULT_NC_S/4)
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#define BLIS_EXTEND_MC_D 0 //(BLIS_DEFAULT_MC_D/2)
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#define BLIS_EXTEND_KC_D 0 //(BLIS_DEFAULT_KC_D/2)
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#define BLIS_EXTEND_NC_D 0 //(BLIS_DEFAULT_NC_D/4)
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#define BLIS_EXTEND_MC_C 0 //(BLIS_DEFAULT_MC_C/4)
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#define BLIS_EXTEND_KC_C 0 //(BLIS_DEFAULT_KC_C/4)
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#define BLIS_EXTEND_NC_C 0 //(BLIS_DEFAULT_NC_C/4)
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#define BLIS_EXTEND_MC_Z 0 //(BLIS_DEFAULT_MC_Z/4)
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#define BLIS_EXTEND_KC_Z 0 //(BLIS_DEFAULT_KC_Z/4)
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#define BLIS_EXTEND_NC_Z 0 //(BLIS_DEFAULT_NC_Z/4)
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// -- Default register blocksizes for micro-kernel --
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// NOTE: When using the reference configuration, these register blocksizes
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// in the m and n dimensions should all be equal to the size expected by
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// the reference micro-kernel(s).
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#define BLIS_DEFAULT_MR_S 8
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#define BLIS_DEFAULT_NR_S 4
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#define BLIS_DEFAULT_MR_D 4
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#define BLIS_DEFAULT_NR_D 4
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#define BLIS_DEFAULT_MR_C 4
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#define BLIS_DEFAULT_NR_C 4
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#define BLIS_DEFAULT_MR_Z 4
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#define BLIS_DEFAULT_NR_Z 4
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// NOTE: If the micro-kernel, which is typically unrolled to a factor
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// of f, handles leftover edge cases (ie: when k % f > 0) then these
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// register blocksizes in the k dimension can be defined to 1.
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#define BLIS_DEFAULT_KR_S 1
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#define BLIS_DEFAULT_KR_D 1
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#define BLIS_DEFAULT_KR_C 1
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#define BLIS_DEFAULT_KR_Z 1
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// -- Register blocksize extensions (for packed micro-panels) --
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// NOTE: These register blocksize "extensions" determine whether the
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// leading dimensions used within the packed micro-panels are equal to
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// or greater than their corresponding register blocksizes above.
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#define BLIS_EXTEND_MR_S 0
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#define BLIS_EXTEND_NR_S 0
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#define BLIS_EXTEND_MR_D 0
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#define BLIS_EXTEND_NR_D 0
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#define BLIS_EXTEND_MR_C 0
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#define BLIS_EXTEND_NR_C 0
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#define BLIS_EXTEND_MR_Z 0
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#define BLIS_EXTEND_NR_Z 0
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// Register blocksize extensions in the k dimension are not used.
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#define BLIS_EXTEND_KR_S 0
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#define BLIS_EXTEND_KR_D 0
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#define BLIS_EXTEND_KR_C 0
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#define BLIS_EXTEND_KR_Z 0
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// -- Number of elements per vector register --
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// NOTE: These constants are typically only used to determine the amount
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// of duplication needed when configuring level-3 macro-kernels that
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// copy and duplicate elements of B to a temporary duplication buffer
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// (so that element-wise vector multiplication and addition instructions
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// can be used).
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#define BLIS_NUM_ELEM_PER_REG_S 4
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#define BLIS_NUM_ELEM_PER_REG_D 2
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#define BLIS_NUM_ELEM_PER_REG_C 2
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#define BLIS_NUM_ELEM_PER_REG_Z 1
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// -- Default switch for duplication of B --
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// NOTE: Setting these values to 1 disables duplication. Any value
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// d > 1 results in a d-1 duplicates created within special macro-kernel
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// buffer of dimension k x NR*d.
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#define BLIS_DEFAULT_NUM_DUPL_S 1
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#define BLIS_DEFAULT_NUM_DUPL_D 1
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#define BLIS_DEFAULT_NUM_DUPL_C 1
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#define BLIS_DEFAULT_NUM_DUPL_Z 1
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// -- Default incremental packing blocksizes (n dimension) --
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// NOTE: These incremental packing blocksizes (for the n dimension) are only
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// used by certain blocked variants. But when the *are* used, they MUST be
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// be an integer multiple of NR!
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#define BLIS_DEFAULT_NI_FAC 1
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#define BLIS_DEFAULT_NI_S (BLIS_DEFAULT_NI_FAC * BLIS_DEFAULT_NR_S)
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#define BLIS_DEFAULT_NI_D (BLIS_DEFAULT_NI_FAC * BLIS_DEFAULT_NR_D)
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#define BLIS_DEFAULT_NI_C (BLIS_DEFAULT_NI_FAC * BLIS_DEFAULT_NR_C)
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#define BLIS_DEFAULT_NI_Z (BLIS_DEFAULT_NI_FAC * BLIS_DEFAULT_NR_Z)
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// -- LEVEL-2 KERNEL CONSTANTS -------------------------------------------------
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// NOTE: These values determine high-level cache blocking for level-2
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// operations ONLY. So, if gemv is performed with a 2000x2000 matrix A and
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// MC = NC = 1000, then a total of four unblocked (or unblocked fused)
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// gemv subproblems are called. The blocked algorithms are only useful in
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// that they provide the opportunity for packing vectors. (Matrices can also
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// be packed here, but this tends to be much too expensive in practice to
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// actually employ.)
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#define BLIS_DEFAULT_L2_MC_S 1000
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#define BLIS_DEFAULT_L2_NC_S 1000
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#define BLIS_DEFAULT_L2_MC_D 1000
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#define BLIS_DEFAULT_L2_NC_D 1000
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#define BLIS_DEFAULT_L2_MC_C 1000
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#define BLIS_DEFAULT_L2_NC_C 1000
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#define BLIS_DEFAULT_L2_MC_Z 1000
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#define BLIS_DEFAULT_L2_NC_Z 1000
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// -- LEVEL-1F KERNEL CONSTANTS ------------------------------------------------
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// -- Default fusing factors for level-1f operations --
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// NOTE: Default fusing factors are not used by the reference implementations
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// of level-1f operations. They are here only for use when these operations
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// are optimized.
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#define BLIS_DEFAULT_FUSE_FAC_S 8
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#define BLIS_DEFAULT_FUSE_FAC_D 4
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#define BLIS_DEFAULT_FUSE_FAC_C 4
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#define BLIS_DEFAULT_FUSE_FAC_Z 2
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#define BLIS_AXPYF_FUSE_FAC_S BLIS_DEFAULT_FUSE_FAC_S
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#define BLIS_AXPYF_FUSE_FAC_D BLIS_DEFAULT_FUSE_FAC_D
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#define BLIS_AXPYF_FUSE_FAC_C BLIS_DEFAULT_FUSE_FAC_C
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#define BLIS_AXPYF_FUSE_FAC_Z BLIS_DEFAULT_FUSE_FAC_Z
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#define BLIS_DOTXF_FUSE_FAC_S BLIS_DEFAULT_FUSE_FAC_S
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#define BLIS_DOTXF_FUSE_FAC_D BLIS_DEFAULT_FUSE_FAC_D
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#define BLIS_DOTXF_FUSE_FAC_C BLIS_DEFAULT_FUSE_FAC_C
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#define BLIS_DOTXF_FUSE_FAC_Z BLIS_DEFAULT_FUSE_FAC_Z
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#define BLIS_DOTXAXPYF_FUSE_FAC_S BLIS_DEFAULT_FUSE_FAC_S
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#define BLIS_DOTXAXPYF_FUSE_FAC_D BLIS_DEFAULT_FUSE_FAC_D
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#define BLIS_DOTXAXPYF_FUSE_FAC_C BLIS_DEFAULT_FUSE_FAC_C
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#define BLIS_DOTXAXPYF_FUSE_FAC_Z BLIS_DEFAULT_FUSE_FAC_Z
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// -- LEVEL-1V KERNEL CONSTANTS ------------------------------------------------
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// -- Default register blocksizes for vectors --
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// NOTE: Register blocksizes for vectors are used when packing
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// non-contiguous vectors. Similar to that of KR, they can
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// typically be set to 1.
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#define BLIS_DEFAULT_VR_S 1
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#define BLIS_DEFAULT_VR_D 1
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#define BLIS_DEFAULT_VR_C 1
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#define BLIS_DEFAULT_VR_Z 1
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// -- LEVEL-3 KERNEL DEFINITIONS -----------------------------------------------
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#include "bli_gemm_opt_d4x4.h"
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#include "bli_gemmtrsm_l_opt_d4x4.h"
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#include "bli_gemmtrsm_u_opt_d4x4.h"
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//#include "bli_trsm_l_ref_4x4.h"
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//#include "bli_trsm_u_ref_4x4.h"
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// -- dupl --
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#define DUPL_KERNEL dupl_unb_var1
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// -- gemm --
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#define GEMM_UKERNEL gemm_opt_d4x4
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// -- trsm-related --
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#define GEMMTRSM_L_UKERNEL gemmtrsm_l_opt_d4x4
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#define GEMMTRSM_U_UKERNEL gemmtrsm_u_opt_d4x4
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#define TRSM_L_UKERNEL trsm_l_ref_mxn
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#define TRSM_U_UKERNEL trsm_u_ref_mxn
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// -- LEVEL-1M KERNEL DEFINITIONS ----------------------------------------------
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// -- packm --
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#define PACKM_2XK_KERNEL packm_ref_2xk
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#define PACKM_4XK_KERNEL packm_ref_4xk
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#define PACKM_6XK_KERNEL packm_ref_6xk
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#define PACKM_8XK_KERNEL packm_ref_8xk
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#define PACKM_10XK_KERNEL packm_ref_10xk
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#define PACKM_12XK_KERNEL packm_ref_12xk
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#define PACKM_14XK_KERNEL packm_ref_14xk
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#define PACKM_16XK_KERNEL packm_ref_16xk
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// -- unpackm --
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#define UNPACKM_2XK_KERNEL unpackm_ref_2xk
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#define UNPACKM_4XK_KERNEL unpackm_ref_4xk
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#define UNPACKM_6XK_KERNEL unpackm_ref_6xk
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#define UNPACKM_8XK_KERNEL unpackm_ref_8xk
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#define UNPACKM_10XK_KERNEL unpackm_ref_10xk
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#define UNPACKM_12XK_KERNEL unpackm_ref_12xk
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#define UNPACKM_14XK_KERNEL unpackm_ref_14xk
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#define UNPACKM_16XK_KERNEL unpackm_ref_16xk
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// -- LEVEL-1F KERNEL DEFINITIONS ----------------------------------------------
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#include "bli_axpy2v_opt_var1.h"
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#include "bli_dotaxpyv_opt_var1.h"
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#include "bli_axpyf_opt_var1.h"
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#include "bli_dotxf_opt_var1.h"
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#include "bli_dotxaxpyf_opt_var1.h"
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// -- axpy2v --
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#define AXPY2V_KERNEL axpy2v_opt_var1
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// -- dotaxpyv --
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#define DOTAXPYV_KERNEL dotaxpyv_opt_var1
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// -- axpyf --
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#define AXPYF_KERNEL axpyf_opt_var1
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// -- dotxf --
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#define DOTXF_KERNEL dotxf_opt_var1
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// -- dotxaxpyf --
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#define DOTXAXPYF_KERNEL dotxaxpyf_opt_var1
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// -- LEVEL-1V KERNEL DEFINITIONS ----------------------------------------------
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#include "bli_axpyv_opt_var1.h"
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#include "bli_dotv_opt_var1.h"
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// -- addv --
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#define ADDV_KERNEL addv_unb_var1
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// -- axpyv --
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#define AXPYV_KERNEL axpyv_opt_var1
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// -- copyv --
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#define COPYV_KERNEL copyv_unb_var1
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// -- dotv --
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#define DOTV_KERNEL dotv_opt_var1
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// -- dotxv --
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#define DOTXV_KERNEL dotxv_unb_var1
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// -- invertv --
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#define INVERTV_KERNEL invertv_unb_var1
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// -- scal2v --
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#define SCAL2V_KERNEL scal2v_unb_var1
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// -- scalv --
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#define SCALV_KERNEL scalv_unb_var1
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// -- setv --
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#define SETV_KERNEL setv_unb_var1
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// -- subv --
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#define SUBV_KERNEL subv_unb_var1
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// -- swapv --
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#define SWAPV_KERNEL swapv_unb_var1
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#endif
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