Mlas int4 int8 with avx2/512 #20687
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Mlas int4 int8 with avx2/512 #20687
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…en32, symmetric1 hasBias0 Int8 Signed-off-by: Liqun Fu <liqfu@microsoft.com>
…tric:1/ComputeType:4/real_time_mean 1542487160 ns 1539062500 ns Signed-off-by: Liqun Fu <liqfu@microsoft.com>
…048/N:4096/K:4096/Threads:1/Symmetric:1/ComputeType:4/real_time_mean 1434872720 ns Signed-off-by: Liqun Fu <liqfu@microsoft.com>
…NBITGEMM<4>/BlkLen:32/M:2048/N:4096/K:4096/Threads:1/Symmetric:1/ComputeType:4/real_time_mean 1265060620 ns 1265625000 ns Signed-off-by: Liqun Fu <liqfu@microsoft.com>
…TGEMM<4>/BlkLen:32/M:2048/N:4096/K:4096/Threads:1/Symmetric:1/ComputeType:4/real_time_mean 1214042220 ns Signed-off-by: Liqun Fu <liqfu@microsoft.com>
…6/K:4096/Threads:1/Symmetric:1/ComputeType:4/real_time_mean 784668090 ns; SQNBITGEMM<4>/BlkLen:64/M:2048/N:4096/K:4096/Threads:1/Symmetric:1/ComputeType:4/real_time_mean 754939430 ns Signed-off-by: Liqun Fu <liqfu@microsoft.com>
edgchen1
reviewed
May 20, 2024
| @@ -38,6 +38,8 @@ onnxruntime_add_static_library(onnxruntime_mlas | |||
| ${MLAS_SRC_DIR}/qdwconv_kernelsize.cpp | |||
| ${MLAS_SRC_DIR}/sqnbitgemm.h | |||
| ${MLAS_SRC_DIR}/sqnbitgemm.cpp | |||
| ${MLAS_SRC_DIR}/llama.cpp.sgemm.h | |||
| ${MLAS_SRC_DIR}/llama.cpp.sgemm.cpp | |||
…ymmetric:1/ComputeType:4/real_time_mean 664029830 ns Signed-off-by: liqunfu <liqun.fu@microsoft.com>
Signed-off-by: Liqun Fu <liqfu@microsoft.com>
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Motivation and Context