diff options
Diffstat (limited to 'src/core/NEON/kernels/arm_gemm/gemm_interleaved.hpp')
-rw-r--r-- | src/core/NEON/kernels/arm_gemm/gemm_interleaved.hpp | 21 |
1 files changed, 21 insertions, 0 deletions
diff --git a/src/core/NEON/kernels/arm_gemm/gemm_interleaved.hpp b/src/core/NEON/kernels/arm_gemm/gemm_interleaved.hpp index 470cee1557..e7346e8039 100644 --- a/src/core/NEON/kernels/arm_gemm/gemm_interleaved.hpp +++ b/src/core/NEON/kernels/arm_gemm/gemm_interleaved.hpp @@ -30,6 +30,7 @@ #include "bfloat.hpp" #include "convolver.hpp" #include "kernel_weight_format.hpp" +#include "kernel_traits.hpp" #include "mergeresults.hpp" #include "performance_parameters.hpp" #include "quantized.hpp" @@ -576,6 +577,26 @@ class GemmInterleaved : public GemmCommon<To, Tr> { return get_ktotal(args); } + // Special blocking for SME + if (is_sme<strategy>::value) { + // Don't bother to block below this size threshold, experimentally determined to be 320 for FP32 + unsigned int scaling_threshold = 1280 / sizeof(Toi); + + if (get_ktotal(args) <= scaling_threshold) { + return get_ktotal(args); + } + + // Once we are blocking, this (lower) threshold determines when we should use more blocks + // NOTE: Could be that some factor-based solution would work better here. + unsigned int max_block_size = 1024 / sizeof(Toi); + + unsigned int num_k_blocks = iceildiv(get_ktotal(args), max_block_size); + + unsigned int k_block = roundup(iceildiv(get_ktotal(args), num_k_blocks), strategy::k_unroll()); + + return k_block; + } + const unsigned int L1_size = args._ci->get_L1_cache_size(); unsigned int k_block; |