[API] Export layernorm and rmsnorm function API.

intel · Oct 24, 2023 · 5b86e05 · 5b86e05
1 parent 1990f20
commit 5b86e05
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Showing 5 changed files with 7 additions and 34 deletions.
diff --git a/include/layers_norm.h b/include/layers_norm.h
@@ -2,6 +2,12 @@
 
 namespace xft {
 
+void invokeLayerNorm(float *output, const float *input, const float *gamma, const float *beta, const int rows,
+        const int size, int iStride = -1, int oStride = -1, const float epsilon = 1e-5);
+
+void invokeRmsNorm(float *output, const float *input, const float *weight, int rows, int cols, int iStride = -1,
+        int oStride = -1, float epsilon = 1e-6);
+
 // Layer normalization: only support the norm along last dimension
 class LayerNorm {
 public:
@@ -30,8 +36,7 @@ class RmsNorm {
     void setWeight(const float *w, const float *, int size);
 
     // input and output are in shape of (rows, normSize)
-    void forward(
-            const float *input, float *output, int rows, int iStride = -1, int oStride = -1, float epsilon = 1e-6);
+    void forward(const float *input, float *output, int rows, int iStride = -1, int oStride = -1, float epsilon = 1e-6);
 
 private:
     int normSize;

diff --git a/src/kernels/layernorm_kernels.h → src/kernels/layernorm_kernels.cpp b/src/kernels/layernorm_kernels.h → src/kernels/layernorm_kernels.cpp
@@ -1,5 +1,3 @@
-#pragma once
-
 #include <immintrin.h>
 
 #include "bfloat16.h"
@@ -14,19 +12,6 @@ struct LayerNormWeight {
     const T *beta = nullptr;
 };
 
-template <typename T>
-void invokeLayerNorm(T *output, const T *input, const T *gamma, const T *beta, const int rows, const int size,
-        int iStride = -1, int oStride = -1, const float epsilon = 1e-5) {
-    if constexpr (std::is_same_v<T, float16_t> || std::is_same_v<T, bfloat16_t> || std::is_same_v<T, int8_t>) {
-        printf("Type %s not supported!\n", typeid(T).name());
-        exit(-1);
-    } else {
-        printf("Type %s not supported!\n", typeid(T).name());
-        exit(-1);
-    }
-}
-
-template <>
 void invokeLayerNorm(float *output, const float *input, const float *gamma, const float *beta, const int rows,
         const int size, int iStride, int oStride, const float epsilon) {
 

diff --git a/src/kernels/rmsnorm_kernels.h → src/kernels/rmsnorm_kernels.cpp b/src/kernels/rmsnorm_kernels.h → src/kernels/rmsnorm_kernels.cpp
@@ -1,5 +1,3 @@
-#pragma once
-
 #include <immintrin.h>
 
 #include "bfloat16.h"
@@ -8,19 +6,6 @@
 
 namespace xft {
 
-template <typename T>
-void invokeRmsNorm(T *output, const T *input, const T *weight, int rows, int cols, int iStride = -1, int oStride = -1,
-        const float epsilon = 1e-6) {
-    if constexpr (std::is_same_v<T, float16_t> || std::is_same_v<T, bfloat16_t> || std::is_same_v<T, int8_t>) {
-        printf("Type %s not supported!\n", typeid(T).name());
-        exit(-1);
-    } else {
-        printf("Type %s not supported!\n", typeid(T).name());
-        exit(-1);
-    }
-}
-
-template <>
 void invokeRmsNorm(float *output, const float *input, const float *weight, int rows, int cols, int iStride, int oStride,
         float epsilon) {
     int size = cols;

diff --git a/src/layers/layer_norm.cpp b/src/layers/layer_norm.cpp
@@ -3,7 +3,6 @@
 #include <cstring>
 #include <immintrin.h>
 
-#include "layernorm_kernels.h"
 #include "layers_norm.h"
 #include "timeline.h"
 

diff --git a/src/layers/rms_norm.cpp b/src/layers/rms_norm.cpp
@@ -5,7 +5,6 @@
 #include <cstring>
 
 #include "layers_norm.h"
-#include "rmsnorm_kernels.h"
 #include "timeline.h"
 
 namespace xft {