Integrate SME2 kernels
* Add SME/SME2 detection.
* Integrate SME2 implementation for:
- Normal convolution
- Winograd
- Depthwise convolution
- Pooling
Resolves: COMPMID-5700
Signed-off-by: Viet-Hoa Do <viet-hoa.do@arm.com>
Change-Id: I2f1ca1d05f8cfeee9309ed1c0a36096a4a6aad5c
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/8692
Reviewed-by: Gunes Bayir <gunes.bayir@arm.com>
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
diff --git a/src/core/NEON/kernels/arm_conv/pooling/pooling_fp16.cpp b/src/core/NEON/kernels/arm_conv/pooling/pooling_fp16.cpp
index e3ce652..a7f3dd3a 100644
--- a/src/core/NEON/kernels/arm_conv/pooling/pooling_fp16.cpp
+++ b/src/core/NEON/kernels/arm_conv/pooling/pooling_fp16.cpp
@@ -33,6 +33,12 @@
#include "kernels/cpp_nhwc_1x1_stride_any_depthfirst.hpp"
#if defined(__aarch64__)
+#if defined(ARM_COMPUTE_ENABLE_SME)
+#include "kernels/sme_fp16_nhwc_max_2x2_s1_output2x2_depthfirst.hpp"
+#include "kernels/sme_fp16_nhwc_avg_3x3_s1_output2x2_depthfirst.hpp"
+#include "kernels/sme_fp16_nhwc_avg_generic_depthfirst.hpp"
+#include "kernels/sme_fp16_nhwc_max_generic_depthfirst.hpp"
+#endif // defined(ARM_COMPUTE_ENABLE_SME)
#if defined(ARM_COMPUTE_ENABLE_SVE)
#include "kernels/sve_fp16_nhwc_max_2x2_s1_output2x2_depthfirst.hpp"
#include "kernels/sve_fp16_nhwc_avg_3x3_s1_output2x2_depthfirst.hpp"
@@ -62,6 +68,58 @@
},
},
#if defined(__aarch64__)
+#if defined(ARM_COMPUTE_ENABLE_SME)
+ {
+ PoolingMethod::DEPTHFIRST,
+ "sme_fp16_nhwc_max_2x2_s1_output2x2_depthfirst",
+ [] (const PoolingArgs &args, const Nothing &os) -> bool {
+ return args.cpu_info->has_sme() &&
+ is_supported<sme_fp16_nhwc_max_2x2_s1_output2x2_depthfirst>(args, os);
+ },
+ nullptr,
+ [] (const PoolingArgs &args, const Nothing &) -> PoolingCommon<__fp16, __fp16> * {
+ auto strat = new sme_fp16_nhwc_max_2x2_s1_output2x2_depthfirst(args.cpu_info);
+ return new PoolingDepthfirst<__fp16>(strat, args);
+ },
+ },
+ {
+ PoolingMethod::DEPTHFIRST,
+ "sme_fp16_nhwc_avg_3x3_s1_output2x2_depthfirst",
+ [] (const PoolingArgs &args, const Nothing &os) -> bool {
+ return args.cpu_info->has_sme() &&
+ is_supported<sme_fp16_nhwc_avg_3x3_s1_output2x2_depthfirst>(args, os);
+ },
+ nullptr,
+ [] (const PoolingArgs &args, const Nothing &) -> PoolingCommon<__fp16, __fp16> * {
+ auto strat = new sme_fp16_nhwc_avg_3x3_s1_output2x2_depthfirst(args.cpu_info);
+ return new PoolingDepthfirst<__fp16>(strat, args);
+ },
+ },
+ {
+ PoolingMethod::DEPTHFIRST,
+ "sme_fp16_nhwc_avg_generic_depthfirst",
+ [] (const PoolingArgs &args, const Nothing &) -> bool {
+ return args.cpu_info->has_sme() && args.pool_type == PoolingType::AVERAGE;
+ },
+ nullptr,
+ [] (const PoolingArgs &args, const Nothing &) -> PoolingCommon<__fp16, __fp16> * {
+ auto strat = new sme_fp16_nhwc_avg_generic_depthfirst(args.cpu_info);
+ return new PoolingDepthfirstGeneric<__fp16>(strat, args);
+ },
+ },
+ {
+ PoolingMethod::DEPTHFIRST,
+ "sme_fp16_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<__fp16, __fp16> * {
+ auto strat = new sme_fp16_nhwc_max_generic_depthfirst(args.cpu_info);
+ return new PoolingDepthfirstGeneric<__fp16>(strat, args);
+ },
+ },
+#endif // defined(ARM_COMPUTE_ENABLE_SME)
#if defined(ARM_COMPUTE_ENABLE_SVE)
{
PoolingMethod::DEPTHFIRST,