diff options
Diffstat (limited to 'src/core/NEON/kernels/arm_conv/pooling/pooling_u8.cpp')
-rw-r--r-- | src/core/NEON/kernels/arm_conv/pooling/pooling_u8.cpp | 51 |
1 files changed, 51 insertions, 0 deletions
diff --git a/src/core/NEON/kernels/arm_conv/pooling/pooling_u8.cpp b/src/core/NEON/kernels/arm_conv/pooling/pooling_u8.cpp index b0c908a360..ee5a79b4ff 100644 --- a/src/core/NEON/kernels/arm_conv/pooling/pooling_u8.cpp +++ b/src/core/NEON/kernels/arm_conv/pooling/pooling_u8.cpp @@ -30,6 +30,11 @@ #include "kernels/cpp_nhwc_1x1_stride_any_depthfirst.hpp" #if defined(__aarch64__) +#if defined(ARM_COMPUTE_ENABLE_SME) +#include "kernels/sme_u8_nhwc_avg_generic_depthfirst.hpp" +#include "kernels/sme_u8_nhwc_max_2x2_s1_output2x2_depthfirst.hpp" +#include "kernels/sme_u8_nhwc_max_generic_depthfirst.hpp" +#endif // defined(ARM_COMPUTE_ENABLE_SME) #if defined(ARM_COMPUTE_ENABLE_SVE) #include "kernels/sve_u8_nhwc_avg_generic_depthfirst.hpp" #include "kernels/sve_u8_nhwc_max_2x2_s1_output2x2_depthfirst.hpp" @@ -59,6 +64,52 @@ static const PoolingImplementation<uint8_t, uint8_t> pooling_u8_methods[] = { }, }, #if defined(__aarch64__) +#if defined(ARM_COMPUTE_ENABLE_SME) + { + PoolingMethod::DEPTHFIRST, + "sme_u8_nhwc_max_2x2_s1_output2x2_depthfirst", + [] (const PoolingArgs &args, const Nothing &os) -> bool { + return args.cpu_info->has_sme() && + is_supported<sme_u8_nhwc_max_2x2_s1_output2x2_depthfirst>(args, os); + }, + nullptr, + [] (const PoolingArgs &args, const Nothing &) -> PoolingCommon<uint8_t, uint8_t> * { + auto strat = new sme_u8_nhwc_max_2x2_s1_output2x2_depthfirst(args.cpu_info); + return new PoolingDepthfirst<uint8_t>(strat, args); + }, + }, + { + PoolingMethod::DEPTHFIRST, + "sme_u8_nhwc_avg_generic_depthfirst", + [] (const PoolingArgs &args, const Nothing &) -> bool { + // This kernel can only be used when there is either no padding, or we don't care + // about the value of the padding. Otherwise, we would need to pass in the zero-point + // for the quantization regime. + return (args.exclude_padding || + (args.padding.top == 0 && args.padding.bottom == 0 && + args.padding.left == 0 && args.padding.right == 0) + ) && args.pool_type == PoolingType::AVERAGE && + args.cpu_info->has_sme2(); + }, + nullptr, + [] (const PoolingArgs &args, const Nothing &) -> PoolingCommon<uint8_t, uint8_t> * { + auto strat = new sme_u8_nhwc_avg_generic_depthfirst(args.cpu_info); + return new PoolingDepthfirstGeneric<uint8_t>(strat, args); + }, + }, + { + PoolingMethod::DEPTHFIRST, + "sme_u8_nhwc_max_generic_depthfirst", + [] (const PoolingArgs &args, const Nothing &) -> bool { + return args.cpu_info->has_sme() && args.pool_type == PoolingType::MAX; + }, + nullptr, + [] (const PoolingArgs &args, const Nothing &) -> PoolingCommon<uint8_t, uint8_t> * { + auto strat = new sme_u8_nhwc_max_generic_depthfirst(args.cpu_info); + return new PoolingDepthfirstGeneric<uint8_t>(strat, args); + }, + }, +#endif // defined(ARM_COMPUTE_ENABLE_SME) #if defined(ARM_COMPUTE_ENABLE_SVE) { PoolingMethod::DEPTHFIRST, |