feat(gi): make matrix_mul apply gi class type

GitOrigin-RevId: 0c0029ee60

dnn/src/fallback/matrix_mul/gi/fp32/common.h

@@ -193,24 +193,24 @@ static GI_FORCEINLINE void transpose_4x4_1_s(
     GI_FLOAT32_V2_t q0q1 = GiZipqFloat32(d0d1, d2d3);
     GI_FLOAT32_V2_t q2q3 = GiZipqFloat32(d4d5, d6d7);
 
-    GiSt1Float32(outptr, GiGetLowFloat32(q0q1.val[0]));
+    GiSt1Float32(outptr, GiGetLowFloat32(GiGetSubVectorFloat32V2(q0q1, 0)));
     outptr += 2;
-    GiSt1Float32(outptr, GiGetLowFloat32(q2q3.val[0]));
+    GiSt1Float32(outptr, GiGetLowFloat32(GiGetSubVectorFloat32V2(q2q3, 0)));
     outptr += stride;
 
-    GiSt1Float32(outptr, GiGetHighFloat32(q0q1.val[0]));
+    GiSt1Float32(outptr, GiGetHighFloat32(GiGetSubVectorFloat32V2(q0q1, 0)));
     outptr += 2;
-    GiSt1Float32(outptr, GiGetHighFloat32(q2q3.val[0]));
+    GiSt1Float32(outptr, GiGetHighFloat32(GiGetSubVectorFloat32V2(q2q3, 0)));
     outptr += stride;
 
-    GiSt1Float32(outptr, GiGetLowFloat32(q0q1.val[1]));
+    GiSt1Float32(outptr, GiGetLowFloat32(GiGetSubVectorFloat32V2(q0q1, 1)));
     outptr += 2;
-    GiSt1Float32(outptr, GiGetLowFloat32(q2q3.val[1]));
+    GiSt1Float32(outptr, GiGetLowFloat32(GiGetSubVectorFloat32V2(q2q3, 1)));
     outptr += stride;
 
-    GiSt1Float32(outptr, GiGetHighFloat32(q0q1.val[1]));
+    GiSt1Float32(outptr, GiGetHighFloat32(GiGetSubVectorFloat32V2(q0q1, 1)));
     outptr += 2;
-    GiSt1Float32(outptr, GiGetHighFloat32(q2q3.val[1]));
+    GiSt1Float32(outptr, GiGetHighFloat32(GiGetSubVectorFloat32V2(q2q3, 1)));
     outptr += stride;
 }
 

dnn/src/fallback/matrix_mul/gi/fp32/exec_sgemv.cpp

@@ -24,21 +24,26 @@ void sgemv_gi_naive_n_mk4(
     while (m < M) {
         auto Aptr0 = Aptr;
         auto Cptr0 = Cptr;
-        GI_FLOAT32_t c[4];
-#define INIT(step) c[step] = GiBroadcastFloat32(0.0f);
+        GI_FLOAT32_V4_t c;
+#define INIT(step) GiSetSubVectorFloat32V4(c, step, GiBroadcastFloat32(0.0f));
         UNROLL_CALL_RAW(4, INIT)
 #undef INIT
         auto Bptr = B;
         size_t k = 0;
         while (k < K) {
             GI_FLOAT32_t b = GiLoadFloat32(Bptr);
-            GI_FLOAT32_V2_t a[2];
-#define LOAD_A(step) a[step] = GiLoadFloat32V2(Aptr0 + step * 8);
-            UNROLL_CALL_RAW(2, LOAD_A)
+            GI_FLOAT32_V4_t a;
+#define LOAD_A(step) GiSetSubVectorFloat32V4(a, step, GiLoadFloat32(Aptr0 + step * 4));
+            UNROLL_CALL_RAW(4, LOAD_A)
 #undef LOAD_A
 
-#define COMPT(step) \
-    c[step] = GiSimdFmaLane(c[step], a[step / 2].val[step % 2], b, step % 4);
+#define COMPT(step)                                                                \
+    t = GiSimdFmaLane(                                                             \
+            GiGetSubVectorFloat32V4(c, step), GiGetSubVectorFloat32V4(a, step), b, \
+            step % 4);                                                             \
+    GiSetSubVectorFloat32V4(c, step, t);
+
+            GI_FLOAT32_t t;
             UNROLL_CALL_RAW(4, COMPT)
 #undef COMPT
             Bptr += Bstride;
@@ -46,11 +51,16 @@ void sgemv_gi_naive_n_mk4(
             k += PACK_SIZE;
         }
 
-#define ADD_C(step, stride) c[step] = GiAddFloat32(c[step], c[step + stride]);
+#define ADD_C(step, stride)                             \
+    t = GiAddFloat32(                                   \
+            GiGetSubVectorFloat32V4(c, step),           \
+            GiGetSubVectorFloat32V4(c, step + stride)); \
+    GiSetSubVectorFloat32V4(c, step, t);
+        GI_FLOAT32_t t;
         UNROLL_CALL_RAW(2, ADD_C, 2)
         UNROLL_CALL_RAW(1, ADD_C, 1)
 #undef ADD_C
-        GiStoreFloat32(Cptr0, c[0]);
+        GiStoreFloat32(Cptr0, GiGetSubVectorFloat32V4(c, 0));
 
         Aptr += Astride;
         Cptr += Cstride;

dnn/src/fallback/matrix_mul/gi/fp32/strategy_mk4_4x8.cpp

@@ -82,6 +82,7 @@ void kern_4x4(const float* A, const float* B, size_t LDB, size_t K, float* C) {
     GI_FLOAT32_t d6d7 = GiLoadFloat32(B);
     B = B + 4;
 
+    GI_FLOAT32_t vfzero = GiBroadcastFloat32(0.0f);
     GI_FLOAT32_t d16d17 = GiSimdFmaLane(vfzero, d8d9, d0d1, 0);
     GI_FLOAT32_t d18d19 = GiSimdFmaLane(vfzero, d8d9, d2d3, 0);
     GI_FLOAT32_t d20d21 = GiSimdFmaLane(vfzero, d8d9, d4d5, 0);
@@ -173,6 +174,7 @@ void kern_4x8(const float* A, const float* B, size_t LDB, size_t K, float* C) {
     B = B + 4;
     GI_FLOAT32_t d6d7 = GiLoadFloat32(B);
     B = B + 4;
+    GI_FLOAT32_t vfzero = GiBroadcastFloat32(0.0f);
     GI_FLOAT32_t d16d17 = GiSimdFmaLane(vfzero, d8d9, d0d1, 0);
     d16d17 = GiSimdFmaLane(d16d17, d10d11, d0d1, 1);
     GI_FLOAT32_t d18d19 = GiSimdFmaLane(vfzero, d8d9, d2d3, 0);