Update CPU kernels and add mixed sign GEMM support

 - Add support for mixed sign quantized convolution.
 - Add support for mixed sign dequantized GEMM.
 - Add SME FP16 GEMV kernel.
 - Change SME vector length function to use RDSVL instead of static variable.
 - Add GEMM dilation support internally (not exposed yet).
 - Remove unused "get_default_activation_values" functions.
 - Add SVE fixed format interleaved BF16 DOT kernel.
 - Updates and optimizations to assembly kernels.

Resolves COMPMID-6926

Change-Id: I227f502502611d4cc4111c89e30c53ce94079544
Signed-off-by: Michael Tyler <michael.tyler@arm.com>
Reviewed-on: https://review.mlplatform.org/c/ml/ComputeLibrary/+/11570
Tested-by: Arm Jenkins <bsgcomp@arm.com>
Reviewed-by: Gunes Bayir <gunes.bayir@arm.com>
Comments-Addressed: Arm Jenkins <bsgcomp@arm.com>
Benchmark: Arm Jenkins <bsgcomp@arm.com>

1 files changed, 15 insertions, 45 deletions

diff --git a/src/core/NEON/kernels/arm_gemm/utils.hpp b/src/core/NEON/kernels/arm_gemm/utils.hpp
index 11b1bd3e05..d0a8635604 100644
--- a/src/core/NEON/kernels/arm_gemm/utils.hpp
+++ b/src/core/NEON/kernels/arm_gemm/utils.hpp
@@ -1,5 +1,5 @@
 /*
- * Copyright (c) 2017-2023 Arm Limited.
+ * Copyright (c) 2017-2024 Arm Limited.
  *
  * SPDX-License-Identifier: MIT
  *
@@ -176,7 +176,6 @@ namespace utils {
 // which then calls SVE kernels (compiled accordingly) iff SVE is detected at runtime.
 template <typename T>
 inline unsigned long get_vector_length() {
-#if defined(__aarch64__)
     uint64_t vl;
 
     __asm __volatile (
@@ -188,24 +187,26 @@ inline unsigned long get_vector_length() {
     );
 
     return vl / sizeof(T);
-#else // !defined(__aarch64__)
-    return 16 / sizeof(T);
-#endif // defined(__aarch64__)
 }
 
-#ifdef ARM_COMPUTE_ENABLE_SME
 namespace sme {
 
-// function from misc-sve.cpp
-extern unsigned int raw_vector_length();
-
 template <typename T>
-inline unsigned long get_vector_length() {
-    return raw_vector_length() / sizeof(T);
+inline uint64_t get_vector_length() {
+    uint64_t raw_vector_length;
+
+    __asm __volatile (
+        ".inst 0x04bf5821\n" // RDSVL X1, #1
+        "mov %0, X1\n"
+        : "=r" (raw_vector_length)
+        :
+        : "x1"
+    );
+
+    return raw_vector_length / sizeof(T);
 }
 
 } // namespace sme
-#endif // ARM_COMPUTE_ENABLE_SME
 
 // get_vector_length(VLType): Returns vector length for type "T".
 //
@@ -214,48 +215,17 @@ inline unsigned long get_vector_length() {
 template <typename T>
 inline unsigned long get_vector_length(VLType vl_type) {
   switch (vl_type) {
-#ifdef ARM_COMPUTE_ENABLE_SME
+#ifdef ARM_COMPUTE_ENABLE_SVE
     case VLType::SME:
       return sme::get_vector_length<T>();
-#endif // ARM_COMPUTE_ENABLE_SME
     case VLType::SVE:
       return get_vector_length<T>();
+#endif
     default:
       return 16 / sizeof(T);
   }
 }
 
-// get_default_activation_values(): Returns the default values for activation min and max for integer activation.
-template <typename T>
-inline std::tuple<T, T> get_default_activation_values()
-{
-    const T min = static_cast<T>(std::numeric_limits<T>::min());
-    const T max = static_cast<T>(std::numeric_limits<T>::max());
-
-    return std::make_tuple(min, max);
-}
-
-// get_default_activation_values(): Returns the default values for activation min and max for float activation.
-template <>
-inline std::tuple<float, float> get_default_activation_values()
-{
-    const float min = static_cast<float>(-std::numeric_limits<float>::infinity());
-    const float max = static_cast<float>(std::numeric_limits<float>::infinity());
-
-    return std::make_tuple(min, max);
-}
-
-#if defined(__ARM_FP16_ARGS)
-// get_default_activation_values(): Returns the default values for activation min and max for __fp16 activation.
-template <>
-inline std::tuple<__fp16, __fp16> get_default_activation_values()
-{
-    const __fp16 min = static_cast<__fp16>(-std::numeric_limits<float>::infinity());
-    const __fp16 max = static_cast<__fp16>(std::numeric_limits<float>::infinity());
-
-    return std::make_tuple(min, max);
-}
-#endif  // defined(__ARM_FP16_ARGS)
 } // utils namespace
 } // arm_gemm namespace