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907226c0af
- Add a testsuite for gathering performance (in GFLOPs) and measuring correctness for the POWER10 GEMM reduced precision/integer kernels. - Reworked GENERIC_GEMM template to hardcode the cache parameters. - Remove kernel wrapper that checked that only allowed matrices that weren't transposed or conjugated. However, the kernels still assume the matrices are not transposed. This wrapper was removed for performance reasons. - Renamed and restructured files and functions for clarity. - Editted the POWER10 document to reflect new changes.
129 lines
3.7 KiB
C
129 lines
3.7 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) 2014, The University of Texas at Austin
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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(s) of the copyright holder(s) 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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#include "gemm_template.h"
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#include "bli_sandbox.h"
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GENERIC_GEMM(
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sb, // kernel name prefix
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bfloat16, // input type
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float, // output type
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(pb/2 + pb%2), // innermost loop iterations
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sb_pack_a,
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sb_pack_b, // pack kernel for B
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bli_sbgemm_power10_mma_8x16, // microkernel function name
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2, // K_MMA
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8, // MR
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16, // NR
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384, // MC
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3328, // KC
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4096, // NC
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0, // A_ALIGN
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0 // B_ALIGN
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);
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GENERIC_GEMM(
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sh, // kernel name prefix
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float16, // input type
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float, // output type
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(pb/2 + pb%2), // innermost loop iterations
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sh_pack_a, // pack kernel for A
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sh_pack_b, // pack kernel for B
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bli_shgemm_power10_mma_8x16, // microkernel function name
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2, // K_MMA
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8, // MR
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16, // NR
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384, // MC
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3328, // KC
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4096, // NC
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0, // A_ALIGN
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0 // B_ALIGN
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);
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GENERIC_GEMM(
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i16, // kernel name prefix
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int16_t, // input type
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int, // output type
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(pb/2 + pb%2), // innermost loop iterations
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i16_pack_a, // pack kernel for A
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i16_pack_b, // pack kernel for B
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bli_i16gemm_power10_mma_8x16, // microkernel function name
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2, // K_MMA
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8, // MR
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16, // NR
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384, // MC
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3328, // KC
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4096, // NC
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0, // A_ALIGN
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0 // B_ALIGN
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);
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GENERIC_GEMM(
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i8, // kernel name prefix
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int8_t, // input type
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int, // output type
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(pb/4 + (pb%4>0)), // innermost loop iterations
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i8_pack_a, // pack kernel for A
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i8_pack_b, // pack kernel for B
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bli_i8gemm_power10_mma_8x16, // microkernel function name
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4, // K_MMA
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8, // MR
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16, // NR
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384, // MC
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6656, // KC
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4096, // NC
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0, // A_ALIGN
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0 // B_ALIGN
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);
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GENERIC_GEMM(
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i4, // kernel name prefix
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nibbles, // input type
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int, // output type
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(pb/8 + (pb%8>0)), // innermost loop iterations
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i4_pack_a, // pack kernel for A
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i4_pack_b, // pack kernel for B
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bli_i4gemm_power10_mma_8x16, // microkernel function name
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8, // K_MMA
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8, // MR
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16, // NR
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384, // MC
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6656, // KC
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4096, // NC
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0, // A_ALIGN
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0 // B_ALIGN
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);
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