diff --git a/kernel/riscv64/sgemm_kernel_16x4_c910v.c b/kernel/riscv64/sgemm_kernel_16x4_c910v.c
index 83507e744..65bde2fda 100644
--- a/kernel/riscv64/sgemm_kernel_16x4_c910v.c
+++ b/kernel/riscv64/sgemm_kernel_16x4_c910v.c
@@ -382,7 +382,7 @@ int CNAME(BLASLONG bm,BLASLONG bn,BLASLONG bk,FLOAT alpha,FLOAT* ba,FLOAT* bb,FL
 {
    BLASLONG i,j,k;
    FLOAT *C0,*C1,*C2,*C3;
-   FLOAT *ptrba,*ptrbb;
+   FLOAT *ptrba,*ptrbb, *tmpc;
    
    FLOAT loadb0,loadb1,loadb2,loadb3;
    FLOAT load0,load1,load2,load3,load4,load5,load6,load7;
@@ -392,6 +392,7 @@ int CNAME(BLASLONG bm,BLASLONG bn,BLASLONG bk,FLOAT alpha,FLOAT* ba,FLOAT* bb,FL
    FLOAT res8,res9,res10,res11;
    FLOAT res12,res13,res14,res15;
 
+
    for (j=0; j<bn/4; j+=1){
 	   C0 = C;
 	   C1 = C0+ldc;
@@ -942,53 +943,109 @@ int CNAME(BLASLONG bm,BLASLONG bn,BLASLONG bk,FLOAT alpha,FLOAT* ba,FLOAT* bb,FL
 	   }
 	   if(bm&1){
 		   ptrbb = bb;
-		   		   
-       		   res0 = 0;
-		   
-		   res4 = 0;
-		   
-		   res8 = 0;
-		   
-		   res12 = 0;
-		   
-		   for(k=0; k<bk; k+=1){
-			   loadb0 = ptrbb[0];
-			   loadb1 = ptrbb[1];
+		   //t0 for k
+		   //ft0-ft3,ft4-ft7,v8-v15 for B, t1-t3 for PB1-3
+		   //v0-v3,v4-v7 for A, t4-t6 for PA1-3
+		   //v16-v31 for temp C
 
-			   load0 = ptrba[0];
-				   
-			   res0 = res0 + load0 * loadb0;
+		   FLOAT tmp[4];
+		   tmpc=tmp;
+		   //t1-t3 for PB
+		   //v0-v4 for A, v8-v11 for B
+		   //v16-v19 for C
+		   asm volatile(
+				"vsetvli    zero, zero, e32,m1 \n\t"
+				"fmv.w.x    ft11, zero         \n\t"
+				
+				"vfmv.v.f   v16,  ft11         \n\t"
+				"vfmv.v.f   v17,  ft11         \n\t"
+				"vfmv.v.f   v18,  ft11         \n\t"
+				"vfmv.v.f   v19,  ft11         \n\t"
+				//unloop 4
 
-			   res4 = res4 + load0 * loadb1;
+				"srli       t0,   %[BK], 2     \n\t"
+				"blez       t0,   M1x4_TAIL    \n\t"
 
-			   loadb2 = ptrbb[2];
-			   loadb3 = ptrbb[3];
-			   
-   			   res8 = res8 + load0 * loadb2;
+				"addi       t1, %[PB], 4*4     \n\t"
+				"addi       t2, %[PB], 8*4     \n\t"
+				"addi       t3, %[PB], 12*4    \n\t"
+				
+				".align 4                      \n\t"
+				"M1x4_MAINLOOP:                \n\t"
 
-			   res12 = res12 + load0 * loadb3;
+				"vle.v      v4,   (%[PA])      \n\t"
+				"addi       %[PA], %[PA], 4*4  \n\t"
+				"vrgather.vi v0,   v4,   0     \n\t"
+				
+				"vle.v      v8,   (%[PB])      \n\t"
+				"addi       %[PB], %[PB], 16*4  \n\t"
+				"vrgather.vi v1,   v4,   1     \n\t"
+				
+				"vle.v      v9,   (t1)         \n\t"
+				"addi       t1,    t1,   16*4  \n\t"
+				"vrgather.vi v2,   v4,   2     \n\t"
+				
+				"vle.v      v10,   (t2)         \n\t"
+				"addi       t2,    t2,   16*4  \n\t"
+				"vrgather.vi v3,   v4,   3     \n\t"
+				
+				"vle.v      v11,   (t3)         \n\t"
+				"addi       t3,    t3,   16*4  \n\t"
+				
+				"vfmacc.vv  v16,  v8,     v0    \n\t"
+				"vfmacc.vv  v17,  v9,     v1    \n\t"
+				"vfmacc.vv  v18,  v10,    v2    \n\t"
+				"vfmacc.vv  v19,  v11,    v3    \n\t"
+				
+				"addi       t0,   t0, -1       \n\t"
+				"bgtz       t0,   M1x4_MAINLOOP \n\t"
+				
+				"M1x4_TAIL:                    \n\t"
+				"andi       t0,   %[BK], 3     \n\t"
+				"blez       t0,   M1x4_SAVERESULT   \n\t"
 
-			   ptrba += 1;
-			   ptrbb += 4;
-		   }
-		   
-      		   res0 = res0 * alpha;
+				"M1x4_TAILLOOP:                    \n\t"
+				"flw        ft0,  (%[PA])      \n\t"
+				"addi       %[PA], %[PA], 1*4  \n\t"
+				"vle.v      v8,   (%[PB])      \n\t"
+				"addi       %[PB], %[PB], 4*4  \n\t"
+				"vfmv.v.f   v0,   ft0          \n\t"
+				"vfmacc.vv  v16,  v8,    v0    \n\t"
+				
+				"addi       t0,   t0, -1       \n\t"
+				"bgtz       t0,   M1x4_TAILLOOP \n\t"
+				
+				"M1x4_SAVERESULT:              \n\t"
+				//merge v16-v19
+				"vfadd.vv  v16,  v16,   v17   \n\t"
+				"vfadd.vv  v18,  v18,   v19   \n\t"
+				"vfadd.vv  v16,  v16,   v18   \n\t"
+				
+				"vfmv.v.f   v8,   %[ALPHA]     \n\t"
+				"vfmul.vv   v16,   v8,   v16    \n\t"
+				"vse.v      v16,   (%[TMP_C])   \n\t"
+				"M1x4_END:                     \n\t"
+				:[TMP_C]"+r"(tmpc),
+				 [PA]"+r"(ptrba), [PB]"+r"(ptrbb)
+				:[ALPHA]"f"(alpha), [BK]"r"(bk)
+				:"cc", "t0", "t3","t1","t2",
+				 "ft0", "ft11",
+				 "v0", "v1", "v2", "v3","v4",
+				 "v8", "v9", "v10", "v11",
+				 "v16", "v17","v18", "v19"
+				);
 
-		   res4 = res4 * alpha;
-
-       		   res8 = res8 * alpha;
-
-		   res12 = res12 * alpha;
-
-		   C0[0] += res0;
-		   C1[0] += res4;
-   		   C2[0] += res8;
-		   C3[0] += res12;
+		   C0[0] += tmp[0];
+		   C1[0] += tmp[1];
+   		   C2[0] += tmp[2];
+		   C3[0] += tmp[3];
 
+		   /* don't need move c point
 		   C0 += 1;
 		   C1 += 1;
 		   C2 += 1;
 		   C3 += 1;
+		   */
 	   }
 	   
 	   k = bk<<2;